Loading model from file: resnet-101.t7 => Replacing classifier with 101-way classifier Loading data train Loading data test Loading data test Start epoch 1 End epoch 90 Epoch 1 => Training epoch # 1 | Epoch: [1][1/553] Time 13.306 Data 2.342 Err 4.6971 top1 99.219 top5 92.969 | Epoch: [1][2/553] Time 2.427 Data 0.001 Err 4.6149 top1 99.219 top5 96.094 | Epoch: [1][3/553] Time 2.427 Data 0.001 Err 4.6454 top1 96.875 top5 92.969 | Epoch: [1][4/553] Time 2.438 Data 0.000 Err 4.6255 top1 98.438 top5 95.312 | Epoch: [1][5/553] Time 2.429 Data 0.000 Err 4.6440 top1 97.656 top5 92.969 | Epoch: [1][6/553] Time 2.426 Data 0.001 Err 4.5611 top1 99.219 top5 92.188 | Epoch: [1][7/553] Time 2.455 Data 0.001 Err 4.5619 top1 96.094 top5 91.406 | Epoch: [1][8/553] Time 2.444 Data 0.000 Err 4.5340 top1 93.750 top5 89.844 | Epoch: [1][9/553] Time 2.427 Data 0.001 Err 4.7143 top1 100.000 top5 95.312 | Epoch: [1][10/553] Time 2.455 Data 0.001 Err 4.5868 top1 98.438 top5 92.188 | Epoch: [1][11/553] Time 2.438 Data 0.000 Err 4.5017 top1 95.312 top5 82.031 | Epoch: [1][12/553] Time 2.447 Data 0.001 Err 4.5043 top1 93.750 top5 86.719 | Epoch: [1][13/553] Time 2.467 Data 0.001 Err 4.4480 top1 97.656 top5 85.156 | Epoch: [1][14/553] Time 2.437 Data 0.001 Err 4.4176 top1 94.531 top5 83.594 | Epoch: [1][15/553] Time 2.422 Data 0.001 Err 4.5583 top1 94.531 top5 88.281 | Epoch: [1][16/553] Time 2.430 Data 0.001 Err 4.4238 top1 96.094 top5 82.812 | Epoch: [1][17/553] Time 2.433 Data 0.001 Err 4.4538 top1 98.438 top5 82.031 | Epoch: [1][18/553] Time 2.447 Data 0.001 Err 4.3667 top1 93.750 top5 83.594 | Epoch: [1][19/553] Time 2.439 Data 0.001 Err 4.3340 top1 85.938 top5 73.438 | Epoch: [1][20/553] Time 2.440 Data 0.001 Err 4.1933 top1 88.281 top5 70.312 | Epoch: [1][21/553] Time 2.459 Data 0.001 Err 4.1334 top1 87.500 top5 70.312 | Epoch: [1][22/553] Time 2.432 Data 0.001 Err 4.1475 top1 86.719 top5 74.219 | Epoch: [1][23/553] Time 2.428 Data 0.001 Err 3.9711 top1 82.812 top5 66.406 | Epoch: [1][24/553] Time 2.458 Data 0.001 Err 3.8235 top1 76.562 top5 57.812 | Epoch: [1][25/553] Time 2.460 Data 0.001 Err 3.8757 top1 82.031 top5 63.281 | Epoch: [1][26/553] Time 2.433 Data 0.001 Err 3.6746 top1 78.906 top5 53.906 | Epoch: [1][27/553] Time 2.474 Data 0.001 Err 3.7828 top1 80.469 top5 64.062 | Epoch: [1][28/553] Time 2.459 Data 0.001 Err 3.6482 top1 78.906 top5 51.562 | Epoch: [1][29/553] Time 2.503 Data 0.001 Err 3.8576 top1 81.250 top5 57.812 | Epoch: [1][30/553] Time 2.437 Data 0.001 Err 3.4547 top1 76.562 top5 48.438 | Epoch: [1][31/553] Time 2.433 Data 0.001 Err 3.6208 top1 80.469 top5 53.906 | Epoch: [1][32/553] Time 2.467 Data 0.001 Err 3.3644 top1 75.781 top5 46.875 | Epoch: [1][33/553] Time 2.460 Data 0.001 Err 3.3636 top1 68.750 top5 50.000 | Epoch: [1][34/553] Time 2.481 Data 0.001 Err 3.4337 top1 71.875 top5 46.094 | Epoch: [1][35/553] Time 2.447 Data 0.001 Err 3.3902 top1 75.781 top5 50.781 | Epoch: [1][36/553] Time 2.437 Data 0.001 Err 3.1656 top1 73.438 top5 44.531 | Epoch: [1][37/553] Time 2.435 Data 0.001 Err 3.2575 top1 71.094 top5 45.312 | Epoch: [1][38/553] Time 2.465 Data 0.001 Err 3.2184 top1 67.188 top5 49.219 | Epoch: [1][39/553] Time 2.447 Data 0.001 Err 3.4645 top1 74.219 top5 54.688 | Epoch: [1][40/553] Time 2.441 Data 0.001 Err 3.1463 top1 71.094 top5 46.875 | Epoch: [1][41/553] Time 2.448 Data 0.001 Err 3.0738 top1 72.656 top5 42.969 | Epoch: [1][42/553] Time 2.437 Data 0.001 Err 3.0759 top1 67.969 top5 44.531 | Epoch: [1][43/553] Time 2.464 Data 0.001 Err 2.9239 top1 65.625 top5 42.969 | Epoch: [1][44/553] Time 2.460 Data 0.001 Err 2.8916 top1 65.625 top5 40.625 | Epoch: [1][45/553] Time 2.455 Data 0.001 Err 2.8285 top1 62.500 top5 36.719 | Epoch: [1][46/553] Time 2.437 Data 0.001 Err 2.9157 top1 67.188 top5 42.188 | Epoch: [1][47/553] Time 2.464 Data 0.001 Err 2.8110 top1 65.625 top5 32.812 | Epoch: [1][48/553] Time 2.462 Data 0.001 Err 2.6509 top1 65.625 top5 35.938 | Epoch: [1][49/553] Time 2.463 Data 0.001 Err 3.1235 top1 77.344 top5 47.656 | Epoch: [1][50/553] Time 2.479 Data 0.001 Err 2.7804 top1 62.500 top5 38.281 | Epoch: [1][51/553] Time 2.464 Data 0.001 Err 2.7915 top1 68.750 top5 36.719 | Epoch: [1][52/553] Time 2.506 Data 0.001 Err 2.6554 top1 61.719 top5 36.719 | Epoch: [1][53/553] Time 2.436 Data 0.001 Err 2.5611 top1 63.281 top5 34.375 | Epoch: [1][54/553] Time 2.439 Data 0.001 Err 2.6684 top1 63.281 top5 35.156 | Epoch: [1][55/553] Time 2.445 Data 0.001 Err 2.6987 top1 62.500 top5 39.062 | Epoch: [1][56/553] Time 2.474 Data 0.001 Err 2.7311 top1 71.875 top5 34.375 | Epoch: [1][57/553] Time 2.439 Data 0.001 Err 2.6288 top1 67.969 top5 34.375 | Epoch: [1][58/553] Time 2.455 Data 0.001 Err 2.7747 top1 61.719 top5 39.062 | Epoch: [1][59/553] Time 2.448 Data 0.001 Err 2.8071 top1 64.062 top5 38.281 | Epoch: [1][60/553] Time 2.449 Data 0.001 Err 2.3199 top1 58.594 top5 28.906 | Epoch: [1][61/553] Time 2.438 Data 0.001 Err 2.2615 top1 56.250 top5 29.688 | Epoch: [1][62/553] Time 2.446 Data 0.001 Err 2.4823 top1 61.719 top5 37.500 | Epoch: [1][63/553] Time 2.462 Data 0.001 Err 2.3687 top1 61.719 top5 28.906 | Epoch: [1][64/553] Time 2.454 Data 0.001 Err 2.8083 top1 64.844 top5 37.500 | Epoch: [1][65/553] Time 2.445 Data 0.001 Err 2.2840 top1 56.250 top5 29.688 | Epoch: [1][66/553] Time 2.484 Data 0.001 Err 2.5095 top1 60.938 top5 26.562 | Epoch: [1][67/553] Time 2.466 Data 0.001 Err 2.5143 top1 60.938 top5 35.938 | Epoch: [1][68/553] Time 2.496 Data 0.001 Err 2.1300 top1 54.688 top5 28.906 | Epoch: [1][69/553] Time 2.447 Data 0.001 Err 2.5060 top1 65.625 top5 31.250 | Epoch: [1][70/553] Time 2.441 Data 0.001 Err 2.6065 top1 59.375 top5 32.812 | Epoch: [1][71/553] Time 2.469 Data 0.001 Err 2.3968 top1 60.938 top5 30.469 | Epoch: [1][72/553] Time 2.440 Data 0.001 Err 2.3960 top1 57.812 top5 30.469 | Epoch: [1][73/553] Time 2.439 Data 0.001 Err 2.5967 top1 64.844 top5 32.031 | Epoch: [1][74/553] Time 2.458 Data 0.001 Err 2.2547 top1 60.156 top5 28.125 | Epoch: [1][75/553] Time 2.515 Data 0.001 Err 2.2171 top1 56.250 top5 28.906 | Epoch: [1][76/553] Time 2.494 Data 0.001 Err 2.3490 top1 60.156 top5 29.688 | Epoch: [1][77/553] Time 2.432 Data 0.001 Err 2.1977 top1 60.156 top5 26.562 | Epoch: [1][78/553] Time 2.469 Data 0.001 Err 2.4395 top1 57.812 top5 31.250 | Epoch: [1][79/553] Time 2.470 Data 0.001 Err 2.5536 top1 65.625 top5 32.812 | Epoch: [1][80/553] Time 2.455 Data 0.001 Err 2.0363 top1 46.875 top5 28.125 | Epoch: [1][81/553] Time 2.487 Data 0.001 Err 2.2826 top1 55.469 top5 32.031 | Epoch: [1][82/553] Time 2.477 Data 0.001 Err 2.3623 top1 53.906 top5 34.375 | Epoch: [1][83/553] Time 2.446 Data 0.001 Err 2.3033 top1 54.688 top5 27.344 | Epoch: [1][84/553] Time 2.465 Data 0.001 Err 2.1381 top1 48.438 top5 22.656 | Epoch: [1][85/553] Time 2.437 Data 0.001 Err 2.1805 top1 57.812 top5 26.562 | Epoch: [1][86/553] Time 2.451 Data 0.001 Err 2.2247 top1 53.125 top5 23.438 | Epoch: [1][87/553] Time 2.446 Data 0.001 Err 2.7996 top1 64.844 top5 35.938 | Epoch: [1][88/553] Time 2.485 Data 0.001 Err 2.4834 top1 64.844 top5 29.688 | Epoch: [1][89/553] Time 2.444 Data 0.001 Err 2.4094 top1 57.812 top5 32.031 | Epoch: [1][90/553] Time 2.446 Data 0.001 Err 2.0502 top1 50.000 top5 22.656 | Epoch: [1][91/553] Time 2.457 Data 0.001 Err 2.4887 top1 67.969 top5 34.375 | Epoch: [1][92/553] Time 2.460 Data 0.001 Err 2.1356 top1 55.469 top5 30.469 | Epoch: [1][93/553] Time 2.439 Data 0.001 Err 2.5979 top1 62.500 top5 29.688 | Epoch: [1][94/553] Time 2.495 Data 0.001 Err 2.3641 top1 60.156 top5 33.594 | Epoch: [1][95/553] Time 2.506 Data 0.001 Err 2.0032 top1 48.438 top5 28.125 | Epoch: [1][96/553] Time 2.478 Data 0.001 Err 2.2281 top1 54.688 top5 25.000 | Epoch: [1][97/553] Time 2.437 Data 0.001 Err 2.4151 top1 59.375 top5 34.375 | Epoch: [1][98/553] Time 2.501 Data 0.001 Err 1.9243 top1 51.562 top5 25.000 | Epoch: [1][99/553] Time 2.446 Data 0.001 Err 2.4496 top1 60.938 top5 34.375 | Epoch: [1][100/553] Time 2.466 Data 0.001 Err 2.0225 top1 46.875 top5 21.094 | Epoch: [1][101/553] Time 2.451 Data 0.001 Err 2.2672 top1 51.562 top5 29.688 | Epoch: [1][102/553] Time 2.442 Data 0.001 Err 2.6467 top1 63.281 top5 35.156 | Epoch: [1][103/553] Time 2.506 Data 0.001 Err 2.3386 top1 57.812 top5 28.125 | Epoch: [1][104/553] Time 2.456 Data 0.001 Err 2.2757 top1 54.688 top5 28.125 | Epoch: [1][105/553] Time 2.504 Data 0.001 Err 2.1815 top1 52.344 top5 22.656 | Epoch: [1][106/553] Time 2.433 Data 0.001 Err 2.1795 top1 50.781 top5 28.125 | Epoch: [1][107/553] Time 2.429 Data 0.001 Err 2.3547 top1 61.719 top5 31.250 | Epoch: [1][108/553] Time 2.458 Data 0.001 Err 2.0424 top1 50.781 top5 26.562 | Epoch: [1][109/553] Time 2.449 Data 0.001 Err 2.4039 top1 60.156 top5 34.375 | Epoch: [1][110/553] Time 2.462 Data 0.000 Err 2.2828 top1 58.594 top5 23.438 | Epoch: [1][111/553] Time 2.447 Data 0.000 Err 2.1733 top1 53.906 top5 25.000 | Epoch: [1][112/553] Time 2.435 Data 0.001 Err 2.1140 top1 46.875 top5 26.562 | Epoch: [1][113/553] Time 2.454 Data 0.001 Err 2.4369 top1 61.719 top5 30.469 | Epoch: [1][114/553] Time 2.457 Data 0.001 Err 2.5678 top1 57.812 top5 36.719 | Epoch: [1][115/553] Time 2.454 Data 0.001 Err 2.1593 top1 51.562 top5 28.125 | Epoch: [1][116/553] Time 2.468 Data 0.001 Err 2.5266 top1 59.375 top5 32.031 | Epoch: [1][117/553] Time 2.495 Data 0.001 Err 1.9643 top1 50.781 top5 22.656 | Epoch: [1][118/553] Time 2.460 Data 0.001 Err 2.3168 top1 57.031 top5 32.031 | Epoch: [1][119/553] Time 2.432 Data 0.001 Err 2.2362 top1 53.906 top5 29.688 | Epoch: [1][120/553] Time 2.436 Data 0.001 Err 2.2066 top1 55.469 top5 26.562 | Epoch: [1][121/553] Time 2.479 Data 0.001 Err 2.1970 top1 52.344 top5 29.688 | Epoch: [1][122/553] Time 2.449 Data 0.001 Err 2.4360 top1 58.594 top5 27.344 | Epoch: [1][123/553] Time 2.459 Data 0.001 Err 2.0968 top1 50.781 top5 27.344 | Epoch: [1][124/553] Time 2.471 Data 0.001 Err 2.2689 top1 57.031 top5 30.469 | Epoch: [1][125/553] Time 2.472 Data 0.001 Err 2.4998 top1 63.281 top5 31.250 | Epoch: [1][126/553] Time 2.443 Data 0.001 Err 2.2779 top1 57.812 top5 29.688 | Epoch: [1][127/553] Time 2.473 Data 0.001 Err 2.2554 top1 54.688 top5 30.469 | Epoch: [1][128/553] Time 2.440 Data 0.001 Err 2.1363 top1 51.562 top5 29.688 | Epoch: [1][129/553] Time 2.460 Data 0.001 Err 2.5433 top1 56.250 top5 32.031 | Epoch: [1][130/553] Time 2.440 Data 0.000 Err 2.2512 top1 50.000 top5 28.125 | Epoch: [1][131/553] Time 2.447 Data 0.001 Err 2.0312 top1 46.094 top5 21.875 | Epoch: [1][132/553] Time 2.474 Data 0.001 Err 2.6285 top1 63.281 top5 35.156 | Epoch: [1][133/553] Time 2.434 Data 0.001 Err 2.2550 top1 57.031 top5 27.344 | Epoch: [1][134/553] Time 2.437 Data 0.000 Err 2.3726 top1 60.156 top5 32.031 | Epoch: [1][135/553] Time 2.442 Data 0.001 Err 2.2101 top1 60.156 top5 25.781 | Epoch: [1][136/553] Time 2.465 Data 0.001 Err 2.0100 top1 53.125 top5 21.875 | Epoch: [1][137/553] Time 2.453 Data 0.000 Err 2.5477 top1 58.594 top5 31.250 | Epoch: [1][138/553] Time 2.430 Data 0.001 Err 2.2353 top1 57.031 top5 30.469 | Epoch: [1][139/553] Time 2.468 Data 0.001 Err 2.1317 top1 57.812 top5 21.094 | Epoch: [1][140/553] Time 2.456 Data 0.001 Err 2.2019 top1 59.375 top5 28.125 | Epoch: [1][141/553] Time 2.520 Data 0.001 Err 2.3389 top1 52.344 top5 25.000 | Epoch: [1][142/553] Time 2.449 Data 0.001 Err 2.0197 top1 47.656 top5 22.656 | Epoch: [1][143/553] Time 2.473 Data 0.001 Err 2.3000 top1 53.125 top5 28.125 | Epoch: [1][144/553] Time 2.475 Data 0.001 Err 2.0642 top1 43.750 top5 24.219 | Epoch: [1][145/553] Time 2.463 Data 0.001 Err 2.3053 top1 50.000 top5 28.906 | Epoch: [1][146/553] Time 2.471 Data 0.001 Err 2.3808 top1 55.469 top5 28.906 | Epoch: [1][147/553] Time 2.449 Data 0.001 Err 2.1939 top1 55.469 top5 32.031 | Epoch: [1][148/553] Time 2.450 Data 0.001 Err 2.2612 top1 58.594 top5 26.562 | Epoch: [1][149/553] Time 2.474 Data 0.000 Err 2.1420 top1 53.125 top5 29.688 | Epoch: [1][150/553] Time 2.511 Data 0.001 Err 2.1403 top1 60.938 top5 27.344 | Epoch: [1][151/553] Time 2.469 Data 0.001 Err 2.3640 top1 57.812 top5 32.812 | Epoch: [1][152/553] Time 2.479 Data 0.001 Err 2.0925 top1 56.250 top5 22.656 | Epoch: [1][153/553] Time 2.467 Data 0.001 Err 2.0928 top1 50.781 top5 25.781 | Epoch: [1][154/553] Time 2.466 Data 0.001 Err 2.2825 top1 57.031 top5 29.688 | Epoch: [1][155/553] Time 2.467 Data 0.001 Err 1.8173 top1 50.000 top5 18.750 | Epoch: [1][156/553] Time 2.471 Data 0.000 Err 2.1332 top1 51.562 top5 28.906 | Epoch: [1][157/553] Time 2.466 Data 0.001 Err 2.2187 top1 57.031 top5 22.656 | Epoch: [1][158/553] Time 2.506 Data 0.000 Err 2.1074 top1 51.562 top5 26.562 | Epoch: [1][159/553] Time 2.518 Data 0.001 Err 1.9711 top1 44.531 top5 24.219 | Epoch: [1][160/553] Time 2.467 Data 0.001 Err 1.8462 top1 50.000 top5 21.094 | Epoch: [1][161/553] Time 2.460 Data 0.001 Err 2.2040 top1 49.219 top5 28.125 | Epoch: [1][162/553] Time 2.437 Data 0.001 Err 1.9935 top1 49.219 top5 28.125 | Epoch: [1][163/553] Time 2.480 Data 0.001 Err 2.2598 top1 56.250 top5 29.688 | Epoch: [1][164/553] Time 2.440 Data 0.001 Err 2.3529 top1 56.250 top5 28.906 | Epoch: [1][165/553] Time 2.469 Data 0.001 Err 2.2182 top1 48.438 top5 29.688 | Epoch: [1][166/553] Time 2.498 Data 0.001 Err 2.1953 top1 54.688 top5 29.688 | Epoch: [1][167/553] Time 2.452 Data 0.001 Err 2.3544 top1 60.156 top5 28.906 | Epoch: [1][168/553] Time 2.459 Data 0.001 Err 2.1778 top1 52.344 top5 28.906 | Epoch: [1][169/553] Time 2.444 Data 0.001 Err 2.2300 top1 54.688 top5 32.031 | Epoch: [1][170/553] Time 2.506 Data 0.001 Err 2.0003 top1 49.219 top5 24.219 | Epoch: [1][171/553] Time 2.478 Data 0.001 Err 2.0652 top1 56.250 top5 24.219 | Epoch: [1][172/553] Time 2.514 Data 0.001 Err 2.3046 top1 58.594 top5 28.125 | Epoch: [1][173/553] Time 2.507 Data 0.001 Err 2.0554 top1 55.469 top5 19.531 | Epoch: [1][174/553] Time 2.473 Data 0.001 Err 2.1734 top1 56.250 top5 28.125 | Epoch: [1][175/553] Time 2.442 Data 0.001 Err 2.2281 top1 52.344 top5 24.219 | Epoch: [1][176/553] Time 2.462 Data 0.001 Err 2.1862 top1 56.250 top5 31.250 | Epoch: [1][177/553] Time 2.458 Data 0.001 Err 2.2783 top1 53.125 top5 23.438 | Epoch: [1][178/553] Time 2.440 Data 0.001 Err 2.3038 top1 55.469 top5 30.469 | Epoch: [1][179/553] Time 2.462 Data 0.001 Err 2.2096 top1 51.562 top5 28.906 | Epoch: [1][180/553] Time 2.466 Data 0.001 Err 2.3620 top1 62.500 top5 30.469 | Epoch: [1][181/553] Time 2.471 Data 0.001 Err 2.2462 top1 57.812 top5 28.906 | Epoch: [1][182/553] Time 2.457 Data 0.001 Err 2.2804 top1 55.469 top5 29.688 | Epoch: [1][183/553] Time 2.507 Data 0.001 Err 2.0174 top1 51.562 top5 22.656 | Epoch: [1][184/553] Time 2.477 Data 0.001 Err 2.1902 top1 54.688 top5 22.656 | Epoch: [1][185/553] Time 2.464 Data 0.001 Err 2.4279 top1 60.938 top5 32.812 | Epoch: [1][186/553] Time 2.506 Data 0.001 Err 2.3764 top1 57.031 top5 31.250 | Epoch: [1][187/553] Time 2.461 Data 0.001 Err 2.0532 top1 45.312 top5 25.781 | Epoch: [1][188/553] Time 2.478 Data 0.001 Err 2.0301 top1 53.125 top5 23.438 | Epoch: [1][189/553] Time 2.476 Data 0.001 Err 1.9341 top1 49.219 top5 20.312 | Epoch: [1][190/553] Time 2.434 Data 0.001 Err 1.8622 top1 48.438 top5 18.750 | Epoch: [1][191/553] Time 2.466 Data 0.001 Err 2.3374 top1 56.250 top5 34.375 | Epoch: [1][192/553] Time 2.466 Data 0.001 Err 2.1831 top1 52.344 top5 28.125 | Epoch: [1][193/553] Time 2.457 Data 0.001 Err 2.1007 top1 52.344 top5 25.781 | Epoch: [1][194/553] Time 2.451 Data 0.001 Err 2.1535 top1 50.781 top5 26.562 | Epoch: [1][195/553] Time 2.442 Data 0.001 Err 2.2724 top1 54.688 top5 28.906 | Epoch: [1][196/553] Time 2.450 Data 0.000 Err 2.1089 top1 49.219 top5 25.000 | Epoch: [1][197/553] Time 2.463 Data 0.001 Err 2.0163 top1 50.000 top5 25.781 | Epoch: [1][198/553] Time 2.502 Data 0.001 Err 2.2765 top1 54.688 top5 26.562 | Epoch: [1][199/553] Time 2.452 Data 0.001 Err 2.1885 top1 56.250 top5 26.562 | Epoch: [1][200/553] Time 2.442 Data 0.001 Err 2.4374 top1 52.344 top5 29.688 | Epoch: [1][201/553] Time 2.464 Data 0.000 Err 2.1161 top1 52.344 top5 26.562 | Epoch: [1][202/553] Time 2.438 Data 0.001 Err 1.8635 top1 42.188 top5 21.094 | Epoch: [1][203/553] Time 2.447 Data 0.001 Err 2.0701 top1 51.562 top5 25.781 | Epoch: [1][204/553] Time 2.467 Data 0.001 Err 2.2189 top1 52.344 top5 28.125 | Epoch: [1][205/553] Time 2.438 Data 0.001 Err 1.9665 top1 50.000 top5 25.781 | Epoch: [1][206/553] Time 2.454 Data 0.001 Err 2.0442 top1 53.906 top5 23.438 | Epoch: [1][207/553] Time 2.447 Data 0.001 Err 2.1649 top1 53.906 top5 30.469 | Epoch: [1][208/553] Time 2.460 Data 0.001 Err 2.4525 top1 62.500 top5 28.125 | Epoch: [1][209/553] Time 2.436 Data 0.001 Err 2.2777 top1 53.906 top5 27.344 | Epoch: [1][210/553] Time 2.499 Data 0.001 Err 2.2719 top1 53.906 top5 29.688 | Epoch: [1][211/553] Time 2.450 Data 0.001 Err 2.3435 top1 53.125 top5 32.812 | Epoch: [1][212/553] Time 2.459 Data 0.001 Err 2.3849 top1 60.156 top5 28.906 | Epoch: [1][213/553] Time 2.446 Data 0.001 Err 1.9730 top1 49.219 top5 23.438 | Epoch: [1][214/553] Time 2.476 Data 0.001 Err 2.1345 top1 50.000 top5 22.656 | Epoch: [1][215/553] Time 2.469 Data 0.001 Err 2.3955 top1 58.594 top5 33.594 | Epoch: [1][216/553] Time 2.466 Data 0.001 Err 1.9102 top1 48.438 top5 21.094 | Epoch: [1][217/553] Time 2.429 Data 0.001 Err 1.9272 top1 52.344 top5 17.188 | Epoch: [1][218/553] Time 2.500 Data 0.001 Err 2.5838 top1 64.062 top5 28.125 | Epoch: [1][219/553] Time 2.436 Data 0.001 Err 2.0646 top1 54.688 top5 26.562 | Epoch: [1][220/553] Time 2.443 Data 0.001 Err 2.4075 top1 59.375 top5 28.906 | Epoch: [1][221/553] Time 2.443 Data 0.001 Err 2.2732 top1 53.125 top5 26.562 | Epoch: [1][222/553] Time 2.486 Data 0.001 Err 2.2174 top1 51.562 top5 26.562 | Epoch: [1][223/553] Time 2.501 Data 0.001 Err 2.3131 top1 52.344 top5 29.688 | Epoch: [1][224/553] Time 2.509 Data 0.000 Err 2.3984 top1 53.906 top5 32.031 | Epoch: [1][225/553] Time 2.444 Data 0.001 Err 1.9229 top1 48.438 top5 19.531 | Epoch: [1][226/553] Time 2.442 Data 0.001 Err 2.4212 top1 57.031 top5 30.469 | Epoch: [1][227/553] Time 2.453 Data 0.000 Err 2.2188 top1 50.000 top5 29.688 | Epoch: [1][228/553] Time 2.467 Data 0.000 Err 2.1284 top1 51.562 top5 22.656 | Epoch: [1][229/553] Time 2.486 Data 0.001 Err 2.3003 top1 50.781 top5 25.000 | Epoch: [1][230/553] Time 2.437 Data 0.001 Err 2.3344 top1 54.688 top5 34.375 | Epoch: [1][231/553] Time 2.488 Data 0.001 Err 2.1272 top1 48.438 top5 25.781 | Epoch: [1][232/553] Time 2.495 Data 0.001 Err 2.1711 top1 54.688 top5 28.125 | Epoch: [1][233/553] Time 2.439 Data 0.001 Err 2.2003 top1 61.719 top5 25.781 | Epoch: [1][234/553] Time 2.450 Data 0.001 Err 2.0799 top1 53.125 top5 25.781 | Epoch: [1][235/553] Time 2.500 Data 0.001 Err 2.0868 top1 50.000 top5 18.750 | Epoch: [1][236/553] Time 2.443 Data 0.001 Err 2.0518 top1 51.562 top5 25.781 | Epoch: [1][237/553] Time 2.480 Data 0.001 Err 2.1157 top1 52.344 top5 25.000 | Epoch: [1][238/553] Time 2.472 Data 0.000 Err 1.9758 top1 53.906 top5 23.438 | Epoch: [1][239/553] Time 2.463 Data 0.000 Err 2.0989 top1 50.781 top5 26.562 | Epoch: [1][240/553] Time 2.434 Data 0.001 Err 2.2095 top1 58.594 top5 28.906 | Epoch: [1][241/553] Time 2.474 Data 0.001 Err 2.0455 top1 54.688 top5 28.125 | Epoch: [1][242/553] Time 2.438 Data 0.001 Err 1.7304 top1 45.312 top5 21.875 | Epoch: [1][243/553] Time 2.475 Data 0.001 Err 2.1032 top1 49.219 top5 23.438 | Epoch: [1][244/553] Time 2.455 Data 0.001 Err 1.7702 top1 46.875 top5 21.875 | Epoch: [1][245/553] Time 2.470 Data 0.001 Err 2.2105 top1 56.250 top5 32.031 | Epoch: [1][246/553] Time 2.445 Data 0.001 Err 2.3011 top1 56.250 top5 27.344 | Epoch: [1][247/553] Time 2.439 Data 0.001 Err 2.2791 top1 50.000 top5 28.125 | Epoch: [1][248/553] Time 2.453 Data 0.001 Err 1.9309 top1 51.562 top5 21.875 | Epoch: [1][249/553] Time 2.482 Data 0.001 Err 2.0987 top1 52.344 top5 27.344 | Epoch: [1][250/553] Time 2.458 Data 0.001 Err 2.1876 top1 53.125 top5 24.219 | Epoch: [1][251/553] Time 2.434 Data 0.001 Err 2.1349 top1 50.781 top5 27.344 | Epoch: [1][252/553] Time 2.437 Data 0.001 Err 2.2433 top1 58.594 top5 27.344 | Epoch: [1][253/553] Time 2.465 Data 0.001 Err 2.2739 top1 57.031 top5 26.562 | Epoch: [1][254/553] Time 2.437 Data 0.000 Err 1.8499 top1 51.562 top5 20.312 | Epoch: [1][255/553] Time 2.459 Data 0.001 Err 2.4671 top1 62.500 top5 35.156 | Epoch: [1][256/553] Time 2.478 Data 0.001 Err 1.9077 top1 49.219 top5 20.312 | Epoch: [1][257/553] Time 2.504 Data 0.001 Err 1.9765 top1 46.875 top5 22.656 | Epoch: [1][258/553] Time 2.432 Data 0.001 Err 2.2883 top1 57.031 top5 33.594 | Epoch: [1][259/553] Time 2.457 Data 0.001 Err 2.2091 top1 53.125 top5 25.781 | Epoch: [1][260/553] Time 2.453 Data 0.003 Err 1.8752 top1 52.344 top5 21.875 | Epoch: [1][261/553] Time 2.482 Data 0.001 Err 2.3743 top1 52.344 top5 32.031 | Epoch: [1][262/553] Time 2.437 Data 0.001 Err 2.3693 top1 57.031 top5 28.125 | Epoch: [1][263/553] Time 2.480 Data 0.001 Err 2.2738 top1 59.375 top5 25.781 | Epoch: [1][264/553] Time 2.487 Data 0.000 Err 2.3884 top1 56.250 top5 28.906 | Epoch: [1][265/553] Time 2.489 Data 0.000 Err 2.1621 top1 53.906 top5 32.812 | Epoch: [1][266/553] Time 2.438 Data 0.001 Err 2.2395 top1 58.594 top5 28.906 | Epoch: [1][267/553] Time 2.472 Data 0.001 Err 2.1197 top1 51.562 top5 32.812 | Epoch: [1][268/553] Time 2.473 Data 0.001 Err 1.9071 top1 45.312 top5 22.656 | Epoch: [1][269/553] Time 2.445 Data 0.001 Err 2.3573 top1 53.906 top5 28.906 | Epoch: [1][270/553] Time 2.480 Data 0.001 Err 2.5338 top1 59.375 top5 32.031 | Epoch: [1][271/553] Time 2.436 Data 0.001 Err 2.0434 top1 54.688 top5 25.781 | Epoch: [1][272/553] Time 2.441 Data 0.001 Err 1.9530 top1 46.875 top5 22.656 | Epoch: [1][273/553] Time 2.434 Data 0.001 Err 2.2517 top1 59.375 top5 26.562 | Epoch: [1][274/553] Time 2.439 Data 0.001 Err 2.0892 top1 52.344 top5 26.562 | Epoch: [1][275/553] Time 2.444 Data 0.001 Err 2.3364 top1 51.562 top5 31.250 | Epoch: [1][276/553] Time 2.516 Data 0.001 Err 1.9991 top1 51.562 top5 27.344 | Epoch: [1][277/553] Time 2.435 Data 0.001 Err 2.3761 top1 57.812 top5 32.812 | Epoch: [1][278/553] Time 2.435 Data 0.001 Err 2.3967 top1 54.688 top5 31.250 | Epoch: [1][279/553] Time 2.493 Data 0.001 Err 2.0550 top1 51.562 top5 24.219 | Epoch: [1][280/553] Time 2.476 Data 0.001 Err 1.8177 top1 50.000 top5 23.438 | Epoch: [1][281/553] Time 2.447 Data 0.001 Err 2.3247 top1 57.031 top5 29.688 | Epoch: [1][282/553] Time 2.476 Data 0.001 Err 2.3510 top1 58.594 top5 28.906 | Epoch: [1][283/553] Time 2.433 Data 0.001 Err 2.1888 top1 55.469 top5 26.562 | Epoch: [1][284/553] Time 2.503 Data 0.000 Err 1.7960 top1 46.875 top5 15.625 | Epoch: [1][285/553] Time 2.441 Data 0.001 Err 1.8921 top1 43.750 top5 21.875 | Epoch: [1][286/553] Time 2.435 Data 0.001 Err 2.3488 top1 64.062 top5 31.250 | Epoch: [1][287/553] Time 2.441 Data 0.001 Err 1.9333 top1 48.438 top5 19.531 | Epoch: [1][288/553] Time 2.472 Data 0.001 Err 1.9063 top1 45.312 top5 25.000 | Epoch: [1][289/553] Time 2.438 Data 0.001 Err 1.9359 top1 46.875 top5 18.750 | Epoch: [1][290/553] Time 2.446 Data 0.001 Err 2.1013 top1 48.438 top5 24.219 | Epoch: [1][291/553] Time 2.436 Data 0.001 Err 1.9192 top1 52.344 top5 22.656 | Epoch: [1][292/553] Time 2.472 Data 0.001 Err 2.0317 top1 48.438 top5 25.000 | Epoch: [1][293/553] Time 2.437 Data 0.000 Err 2.0687 top1 54.688 top5 25.781 | Epoch: [1][294/553] Time 2.439 Data 0.001 Err 2.4441 top1 58.594 top5 32.812 | Epoch: [1][295/553] Time 2.456 Data 0.001 Err 2.0243 top1 53.906 top5 25.000 | Epoch: [1][296/553] Time 2.475 Data 0.001 Err 2.0457 top1 52.344 top5 25.000 | Epoch: [1][297/553] Time 2.440 Data 0.001 Err 1.9401 top1 49.219 top5 21.094 | Epoch: [1][298/553] Time 2.446 Data 0.001 Err 2.3219 top1 57.812 top5 29.688 | Epoch: [1][299/553] Time 2.445 Data 0.001 Err 2.1002 top1 48.438 top5 27.344 | Epoch: [1][300/553] Time 2.474 Data 0.001 Err 1.8692 top1 49.219 top5 17.188 | Epoch: [1][301/553] Time 2.445 Data 0.000 Err 2.1983 top1 57.031 top5 28.125 | Epoch: [1][302/553] Time 2.468 Data 0.001 Err 1.9036 top1 50.781 top5 17.188 | Epoch: [1][303/553] Time 2.448 Data 0.001 Err 1.9038 top1 47.656 top5 27.344 | Epoch: [1][304/553] Time 2.483 Data 0.001 Err 1.8790 top1 50.000 top5 22.656 | Epoch: [1][305/553] Time 2.483 Data 0.001 Err 1.8905 top1 47.656 top5 24.219 | Epoch: [1][306/553] Time 2.470 Data 0.001 Err 2.2561 top1 55.469 top5 25.000 | Epoch: [1][307/553] Time 2.474 Data 0.001 Err 1.7317 top1 46.875 top5 21.875 | Epoch: [1][308/553] Time 2.457 Data 0.001 Err 1.9647 top1 45.312 top5 25.000 | Epoch: [1][309/553] Time 2.440 Data 0.001 Err 1.9347 top1 49.219 top5 21.875 | Epoch: [1][310/553] Time 2.439 Data 0.001 Err 1.8185 top1 46.875 top5 17.969 | Epoch: [1][311/553] Time 2.456 Data 0.001 Err 1.8654 top1 44.531 top5 18.750 | Epoch: [1][312/553] Time 2.478 Data 0.001 Err 2.0497 top1 50.781 top5 26.562 | Epoch: [1][313/553] Time 2.441 Data 0.000 Err 1.9621 top1 46.094 top5 22.656 | Epoch: [1][314/553] Time 2.449 Data 0.001 Err 1.9423 top1 50.000 top5 25.781 | Epoch: [1][315/553] Time 2.512 Data 0.001 Err 1.9803 top1 52.344 top5 21.875 | Epoch: [1][316/553] Time 2.472 Data 0.001 Err 2.4962 top1 61.719 top5 25.781 | Epoch: [1][317/553] Time 2.442 Data 0.001 Err 2.2313 top1 53.125 top5 28.125 | Epoch: [1][318/553] Time 2.463 Data 0.001 Err 1.9355 top1 46.094 top5 25.000 | Epoch: [1][319/553] Time 2.483 Data 0.001 Err 2.1114 top1 53.125 top5 28.906 | Epoch: [1][320/553] Time 2.468 Data 0.001 Err 2.3488 top1 53.906 top5 26.562 | Epoch: [1][321/553] Time 2.473 Data 0.001 Err 1.8281 top1 53.125 top5 19.531 | Epoch: [1][322/553] Time 2.515 Data 0.001 Err 2.1593 top1 53.906 top5 25.781 | Epoch: [1][323/553] Time 2.479 Data 0.001 Err 2.1386 top1 52.344 top5 28.125 | Epoch: [1][324/553] Time 2.483 Data 0.001 Err 1.9803 top1 53.125 top5 20.312 | Epoch: [1][325/553] Time 2.451 Data 0.000 Err 1.8709 top1 50.000 top5 19.531 | Epoch: [1][326/553] Time 2.479 Data 0.001 Err 1.9276 top1 40.625 top5 19.531 | Epoch: [1][327/553] Time 2.463 Data 0.001 Err 1.9120 top1 50.000 top5 28.125 | Epoch: [1][328/553] Time 2.457 Data 0.001 Err 1.9013 top1 44.531 top5 19.531 | Epoch: [1][329/553] Time 2.445 Data 0.001 Err 2.1817 top1 54.688 top5 27.344 | Epoch: [1][330/553] Time 2.465 Data 0.001 Err 1.7429 top1 44.531 top5 18.750 | Epoch: [1][331/553] Time 2.520 Data 0.001 Err 2.0855 top1 51.562 top5 25.000 | Epoch: [1][332/553] Time 2.458 Data 0.001 Err 1.8869 top1 47.656 top5 21.094 | Epoch: [1][333/553] Time 2.444 Data 0.001 Err 2.0033 top1 50.000 top5 23.438 | Epoch: [1][334/553] Time 2.440 Data 0.001 Err 1.8976 top1 46.094 top5 22.656 | Epoch: [1][335/553] Time 2.437 Data 0.001 Err 2.4547 top1 57.812 top5 30.469 | Epoch: [1][336/553] Time 2.506 Data 0.001 Err 1.7136 top1 46.094 top5 19.531 | Epoch: [1][337/553] Time 2.437 Data 0.000 Err 2.2090 top1 53.906 top5 24.219 | Epoch: [1][338/553] Time 2.446 Data 0.001 Err 2.0539 top1 50.781 top5 22.656 | Epoch: [1][339/553] Time 2.466 Data 0.001 Err 2.0934 top1 45.312 top5 28.125 | Epoch: [1][340/553] Time 2.475 Data 0.001 Err 1.8940 top1 53.125 top5 19.531 | Epoch: [1][341/553] Time 2.442 Data 0.001 Err 2.0626 top1 54.688 top5 26.562 | Epoch: [1][342/553] Time 2.436 Data 0.001 Err 2.2591 top1 58.594 top5 30.469 | Epoch: [1][343/553] Time 2.467 Data 0.001 Err 2.0199 top1 46.875 top5 25.781 | Epoch: [1][344/553] Time 2.464 Data 0.001 Err 2.1959 top1 50.781 top5 30.469 | Epoch: [1][345/553] Time 2.435 Data 0.001 Err 2.1740 top1 53.125 top5 24.219 | Epoch: [1][346/553] Time 2.486 Data 0.000 Err 1.9862 top1 42.188 top5 24.219 | Epoch: [1][347/553] Time 2.476 Data 0.001 Err 2.0950 top1 53.125 top5 29.688 | Epoch: [1][348/553] Time 2.499 Data 0.001 Err 1.8272 top1 46.094 top5 20.312 | Epoch: [1][349/553] Time 2.442 Data 0.001 Err 2.1212 top1 54.688 top5 28.906 | Epoch: [1][350/553] Time 2.469 Data 0.001 Err 1.8458 top1 44.531 top5 23.438 | Epoch: [1][351/553] Time 2.477 Data 0.001 Err 2.1446 top1 53.125 top5 25.000 | Epoch: [1][352/553] Time 2.460 Data 0.001 Err 1.7669 top1 46.875 top5 21.875 | Epoch: [1][353/553] Time 2.440 Data 0.001 Err 1.9081 top1 49.219 top5 25.781 | Epoch: [1][354/553] Time 2.473 Data 0.001 Err 1.9605 top1 48.438 top5 22.656 | Epoch: [1][355/553] Time 2.449 Data 0.001 Err 1.9839 top1 50.781 top5 25.000 | Epoch: [1][356/553] Time 2.461 Data 0.001 Err 2.4247 top1 54.688 top5 32.031 | Epoch: [1][357/553] Time 2.436 Data 0.001 Err 1.9923 top1 49.219 top5 26.562 | Epoch: [1][358/553] Time 2.469 Data 0.001 Err 2.2012 top1 49.219 top5 28.906 | Epoch: [1][359/553] Time 2.461 Data 0.001 Err 1.9785 top1 48.438 top5 25.000 | Epoch: [1][360/553] Time 2.482 Data 0.001 Err 2.1571 top1 53.125 top5 28.125 | Epoch: [1][361/553] Time 2.435 Data 0.001 Err 1.9450 top1 48.438 top5 24.219 | Epoch: [1][362/553] Time 2.464 Data 0.001 Err 2.2466 top1 53.906 top5 24.219 | Epoch: [1][363/553] Time 2.495 Data 0.001 Err 1.9984 top1 48.438 top5 21.875 | Epoch: [1][364/553] Time 2.527 Data 0.001 Err 1.9679 top1 49.219 top5 21.875 | Epoch: [1][365/553] Time 2.438 Data 0.000 Err 2.5806 top1 54.688 top5 36.719 | Epoch: [1][366/553] Time 2.500 Data 0.001 Err 2.2744 top1 54.688 top5 25.781 | Epoch: [1][367/553] Time 2.445 Data 0.001 Err 2.0406 top1 50.000 top5 29.688 | Epoch: [1][368/553] Time 2.479 Data 0.001 Err 2.2005 top1 57.031 top5 25.000 | Epoch: [1][369/553] Time 2.438 Data 0.001 Err 2.0438 top1 50.781 top5 25.781 | Epoch: [1][370/553] Time 2.460 Data 0.001 Err 1.8256 top1 47.656 top5 25.000 | Epoch: [1][371/553] Time 2.445 Data 0.001 Err 1.8775 top1 48.438 top5 17.188 | Epoch: [1][372/553] Time 2.473 Data 0.001 Err 2.0257 top1 50.000 top5 21.094 | Epoch: [1][373/553] Time 2.449 Data 0.000 Err 2.0051 top1 49.219 top5 26.562 | Epoch: [1][374/553] Time 2.444 Data 0.001 Err 2.0974 top1 54.688 top5 25.000 | Epoch: [1][375/553] Time 2.451 Data 0.001 Err 1.9623 top1 48.438 top5 22.656 | Epoch: [1][376/553] Time 2.462 Data 0.001 Err 1.9731 top1 48.438 top5 25.781 | Epoch: [1][377/553] Time 2.478 Data 0.001 Err 1.9059 top1 44.531 top5 27.344 | Epoch: [1][378/553] Time 2.445 Data 0.001 Err 2.0383 top1 53.906 top5 25.000 | Epoch: [1][379/553] Time 2.508 Data 0.001 Err 2.1435 top1 48.438 top5 26.562 | Epoch: [1][380/553] Time 2.502 Data 0.001 Err 1.9045 top1 49.219 top5 20.312 | Epoch: [1][381/553] Time 2.498 Data 0.001 Err 1.9931 top1 46.875 top5 25.781 | Epoch: [1][382/553] Time 2.505 Data 0.001 Err 2.1697 top1 53.125 top5 28.125 | Epoch: [1][383/553] Time 2.466 Data 0.001 Err 1.9477 top1 51.562 top5 24.219 | Epoch: [1][384/553] Time 2.467 Data 0.001 Err 1.8229 top1 49.219 top5 21.094 | Epoch: [1][385/553] Time 2.439 Data 0.001 Err 1.9875 top1 50.000 top5 23.438 | Epoch: [1][386/553] Time 2.450 Data 0.001 Err 1.9886 top1 50.781 top5 21.094 | Epoch: [1][387/553] Time 2.442 Data 0.001 Err 2.0686 top1 56.250 top5 20.312 | Epoch: [1][388/553] Time 2.474 Data 0.001 Err 1.8473 top1 42.188 top5 21.094 | Epoch: [1][389/553] Time 2.445 Data 0.000 Err 1.7480 top1 45.312 top5 17.188 | Epoch: [1][390/553] Time 2.468 Data 0.001 Err 2.1712 top1 59.375 top5 28.906 | Epoch: [1][391/553] Time 2.443 Data 0.001 Err 1.9675 top1 50.000 top5 26.562 | Epoch: [1][392/553] Time 2.474 Data 0.001 Err 1.8660 top1 46.875 top5 16.406 | Epoch: [1][393/553] Time 2.449 Data 0.001 Err 1.8960 top1 49.219 top5 17.188 | Epoch: [1][394/553] Time 2.463 Data 0.001 Err 1.7082 top1 41.406 top5 21.875 | Epoch: [1][395/553] Time 2.452 Data 0.001 Err 1.9582 top1 48.438 top5 24.219 | Epoch: [1][396/553] Time 2.520 Data 0.001 Err 1.8023 top1 39.844 top5 22.656 | Epoch: [1][397/553] Time 2.436 Data 0.000 Err 2.1985 top1 48.438 top5 24.219 | Epoch: [1][398/553] Time 2.439 Data 0.001 Err 1.7732 top1 39.062 top5 21.875 | Epoch: [1][399/553] Time 2.504 Data 0.001 Err 1.6294 top1 41.406 top5 14.062 | Epoch: [1][400/553] Time 2.500 Data 0.001 Err 1.9234 top1 45.312 top5 26.562 | Epoch: [1][401/553] Time 2.439 Data 0.000 Err 2.0527 top1 47.656 top5 26.562 | Epoch: [1][402/553] Time 2.452 Data 0.001 Err 2.0264 top1 44.531 top5 23.438 | Epoch: [1][403/553] Time 2.459 Data 0.001 Err 1.9296 top1 47.656 top5 20.312 | Epoch: [1][404/553] Time 2.457 Data 0.001 Err 2.2214 top1 55.469 top5 24.219 | Epoch: [1][405/553] Time 2.437 Data 0.001 Err 2.1532 top1 48.438 top5 31.250 | Epoch: [1][406/553] Time 2.442 Data 0.001 Err 1.9794 top1 50.000 top5 22.656 | Epoch: [1][407/553] Time 2.441 Data 0.001 Err 2.1116 top1 50.781 top5 25.781 | Epoch: [1][408/553] Time 2.442 Data 0.001 Err 2.0391 top1 52.344 top5 25.000 | Epoch: [1][409/553] Time 2.435 Data 0.001 Err 2.1672 top1 57.031 top5 24.219 | Epoch: [1][410/553] Time 2.474 Data 0.001 Err 2.0343 top1 52.344 top5 21.094 | Epoch: [1][411/553] Time 2.439 Data 0.001 Err 1.9744 top1 47.656 top5 21.875 | Epoch: [1][412/553] Time 2.437 Data 0.001 Err 1.9318 top1 46.094 top5 23.438 | Epoch: [1][413/553] Time 2.445 Data 0.001 Err 1.9136 top1 50.000 top5 24.219 | Epoch: [1][414/553] Time 2.472 Data 0.001 Err 1.9038 top1 46.094 top5 20.312 | Epoch: [1][415/553] Time 2.476 Data 0.001 Err 2.0470 top1 47.656 top5 25.000 | Epoch: [1][416/553] Time 2.454 Data 0.000 Err 1.8758 top1 42.188 top5 21.094 | Epoch: [1][417/553] Time 2.479 Data 0.001 Err 1.8765 top1 46.875 top5 22.656 | Epoch: [1][418/553] Time 2.465 Data 0.001 Err 2.0001 top1 51.562 top5 22.656 | Epoch: [1][419/553] Time 2.455 Data 0.001 Err 1.9445 top1 50.000 top5 21.875 | Epoch: [1][420/553] Time 2.458 Data 0.000 Err 1.9714 top1 49.219 top5 21.875 | Epoch: [1][421/553] Time 2.441 Data 0.001 Err 1.9512 top1 51.562 top5 22.656 | Epoch: [1][422/553] Time 2.463 Data 0.001 Err 1.8049 top1 43.750 top5 20.312 | Epoch: [1][423/553] Time 2.480 Data 0.001 Err 2.1624 top1 57.812 top5 29.688 | Epoch: [1][424/553] Time 2.479 Data 0.001 Err 1.8117 top1 44.531 top5 18.750 | Epoch: [1][425/553] Time 2.443 Data 0.001 Err 1.9899 top1 46.094 top5 25.000 | Epoch: [1][426/553] Time 2.442 Data 0.001 Err 1.8394 top1 46.875 top5 21.094 | Epoch: [1][427/553] Time 2.458 Data 0.001 Err 1.9295 top1 43.750 top5 21.875 | Epoch: [1][428/553] Time 2.439 Data 0.001 Err 2.1434 top1 53.906 top5 25.000 | Epoch: [1][429/553] Time 2.446 Data 0.001 Err 1.9088 top1 46.094 top5 23.438 | Epoch: [1][430/553] Time 2.438 Data 0.001 Err 1.9527 top1 50.000 top5 24.219 | Epoch: [1][431/553] Time 2.472 Data 0.001 Err 1.7851 top1 38.281 top5 17.969 | Epoch: [1][432/553] Time 2.459 Data 0.001 Err 1.7495 top1 43.750 top5 22.656 | Epoch: [1][433/553] Time 2.434 Data 0.001 Err 1.6533 top1 44.531 top5 17.188 | Epoch: [1][434/553] Time 2.465 Data 0.001 Err 1.9497 top1 50.781 top5 23.438 | Epoch: [1][435/553] Time 2.434 Data 0.001 Err 1.9849 top1 49.219 top5 21.875 | Epoch: [1][436/553] Time 2.478 Data 0.000 Err 1.7789 top1 47.656 top5 20.312 | Epoch: [1][437/553] Time 2.434 Data 0.001 Err 1.8663 top1 50.000 top5 21.875 | Epoch: [1][438/553] Time 2.443 Data 0.001 Err 1.9778 top1 51.562 top5 23.438 | Epoch: [1][439/553] Time 2.447 Data 0.001 Err 1.9466 top1 48.438 top5 21.875 | Epoch: [1][440/553] Time 2.464 Data 0.001 Err 1.9488 top1 47.656 top5 25.000 | Epoch: [1][441/553] Time 2.441 Data 0.001 Err 1.9955 top1 50.781 top5 22.656 | Epoch: [1][442/553] Time 2.442 Data 0.001 Err 2.5002 top1 58.594 top5 31.250 | Epoch: [1][443/553] Time 2.506 Data 0.001 Err 2.0843 top1 49.219 top5 22.656 | Epoch: [1][444/553] Time 2.445 Data 0.001 Err 2.1242 top1 53.906 top5 24.219 | Epoch: [1][445/553] Time 2.442 Data 0.000 Err 1.9189 top1 38.281 top5 22.656 | Epoch: [1][446/553] Time 2.441 Data 0.001 Err 1.8102 top1 47.656 top5 25.000 | Epoch: [1][447/553] Time 2.435 Data 0.001 Err 1.9954 top1 49.219 top5 21.094 | Epoch: [1][448/553] Time 2.475 Data 0.001 Err 1.9630 top1 48.438 top5 25.000 | Epoch: [1][449/553] Time 2.488 Data 0.001 Err 1.9451 top1 47.656 top5 23.438 | Epoch: [1][450/553] Time 2.441 Data 0.001 Err 1.6668 top1 37.500 top5 17.969 | Epoch: [1][451/553] Time 2.453 Data 0.001 Err 1.9543 top1 50.781 top5 21.875 | Epoch: [1][452/553] Time 2.487 Data 0.001 Err 1.6664 top1 39.844 top5 18.750 | Epoch: [1][453/553] Time 2.477 Data 0.000 Err 1.6537 top1 40.625 top5 17.188 | Epoch: [1][454/553] Time 2.441 Data 0.001 Err 1.9532 top1 55.469 top5 23.438 | Epoch: [1][455/553] Time 2.444 Data 0.001 Err 2.0959 top1 52.344 top5 27.344 | Epoch: [1][456/553] Time 2.485 Data 0.001 Err 1.8364 top1 47.656 top5 21.094 | Epoch: [1][457/553] Time 2.436 Data 0.001 Err 1.6839 top1 40.625 top5 17.969 | Epoch: [1][458/553] Time 2.464 Data 0.001 Err 2.1277 top1 54.688 top5 25.000 | Epoch: [1][459/553] Time 2.467 Data 0.001 Err 2.0630 top1 48.438 top5 24.219 | Epoch: [1][460/553] Time 2.478 Data 0.001 Err 1.8647 top1 47.656 top5 23.438 | Epoch: [1][461/553] Time 2.438 Data 0.001 Err 1.9743 top1 50.000 top5 25.781 | Epoch: [1][462/553] Time 2.454 Data 0.001 Err 1.9072 top1 45.312 top5 21.875 | Epoch: [1][463/553] Time 2.470 Data 0.001 Err 1.7392 top1 43.750 top5 17.188 | Epoch: [1][464/553] Time 2.476 Data 0.001 Err 1.8698 top1 41.406 top5 25.000 | Epoch: [1][465/553] Time 2.482 Data 0.001 Err 1.9304 top1 50.781 top5 24.219 | Epoch: [1][466/553] Time 2.484 Data 0.001 Err 1.7963 top1 47.656 top5 20.312 | Epoch: [1][467/553] Time 2.440 Data 0.001 Err 2.0440 top1 47.656 top5 26.562 | Epoch: [1][468/553] Time 2.436 Data 0.001 Err 1.7217 top1 42.188 top5 19.531 | Epoch: [1][469/553] Time 2.448 Data 0.001 Err 1.6520 top1 39.062 top5 16.406 | Epoch: [1][470/553] Time 2.453 Data 0.001 Err 2.0045 top1 51.562 top5 22.656 | Epoch: [1][471/553] Time 2.449 Data 0.001 Err 1.9637 top1 51.562 top5 21.094 | Epoch: [1][472/553] Time 2.462 Data 0.001 Err 1.8625 top1 46.094 top5 19.531 | Epoch: [1][473/553] Time 2.444 Data 0.000 Err 1.5610 top1 39.062 top5 13.281 | Epoch: [1][474/553] Time 2.472 Data 0.001 Err 1.8749 top1 46.875 top5 21.875 | Epoch: [1][475/553] Time 2.437 Data 0.001 Err 1.8118 top1 39.062 top5 19.531 | Epoch: [1][476/553] Time 2.440 Data 0.001 Err 2.1033 top1 47.656 top5 28.906 | Epoch: [1][477/553] Time 2.446 Data 0.001 Err 1.4441 top1 40.625 top5 17.969 | Epoch: [1][478/553] Time 2.507 Data 0.001 Err 1.8992 top1 48.438 top5 22.656 | Epoch: [1][479/553] Time 2.487 Data 0.001 Err 1.8986 top1 47.656 top5 22.656 | Epoch: [1][480/553] Time 2.451 Data 0.001 Err 2.1152 top1 50.000 top5 26.562 | Epoch: [1][481/553] Time 2.476 Data 0.001 Err 1.4196 top1 42.969 top5 15.625 | Epoch: [1][482/553] Time 2.456 Data 0.001 Err 2.1320 top1 55.469 top5 26.562 | Epoch: [1][483/553] Time 2.444 Data 0.001 Err 1.8815 top1 48.438 top5 23.438 | Epoch: [1][484/553] Time 2.447 Data 0.001 Err 1.8174 top1 51.562 top5 20.312 | Epoch: [1][485/553] Time 2.441 Data 0.001 Err 1.5374 top1 39.844 top5 18.750 | Epoch: [1][486/553] Time 2.448 Data 0.001 Err 1.8043 top1 46.875 top5 19.531 | Epoch: [1][487/553] Time 2.445 Data 0.001 Err 1.9936 top1 47.656 top5 24.219 | Epoch: [1][488/553] Time 2.432 Data 0.001 Err 1.7354 top1 42.188 top5 21.875 | Epoch: [1][489/553] Time 2.433 Data 0.001 Err 2.0387 top1 48.438 top5 25.781 | Epoch: [1][490/553] Time 2.451 Data 0.001 Err 1.9298 top1 45.312 top5 21.094 | Epoch: [1][491/553] Time 2.437 Data 0.001 Err 1.9842 top1 50.781 top5 25.000 | Epoch: [1][492/553] Time 2.445 Data 0.001 Err 1.9782 top1 51.562 top5 25.781 | Epoch: [1][493/553] Time 2.486 Data 0.001 Err 1.5929 top1 41.406 top5 19.531 | Epoch: [1][494/553] Time 2.466 Data 0.001 Err 1.6966 top1 48.438 top5 17.969 | Epoch: [1][495/553] Time 2.444 Data 0.001 Err 2.0671 top1 55.469 top5 23.438 | Epoch: [1][496/553] Time 2.446 Data 0.001 Err 2.0560 top1 54.688 top5 25.000 | Epoch: [1][497/553] Time 2.443 Data 0.001 Err 1.8142 top1 51.562 top5 23.438 | Epoch: [1][498/553] Time 2.464 Data 0.001 Err 1.7352 top1 40.625 top5 19.531 | Epoch: [1][499/553] Time 2.450 Data 0.000 Err 2.1247 top1 50.000 top5 30.469 | Epoch: [1][500/553] Time 2.442 Data 0.001 Err 1.6048 top1 41.406 top5 17.969 | Epoch: [1][501/553] Time 2.447 Data 0.001 Err 1.9536 top1 50.781 top5 23.438 | Epoch: [1][502/553] Time 2.457 Data 0.001 Err 1.8701 top1 48.438 top5 23.438 | Epoch: [1][503/553] Time 2.442 Data 0.001 Err 1.8041 top1 42.969 top5 21.094 | Epoch: [1][504/553] Time 2.442 Data 0.001 Err 2.1669 top1 47.656 top5 25.000 | Epoch: [1][505/553] Time 2.437 Data 0.001 Err 1.9366 top1 50.781 top5 22.656 | Epoch: [1][506/553] Time 2.478 Data 0.001 Err 1.7724 top1 46.094 top5 18.750 | Epoch: [1][507/553] Time 2.452 Data 0.001 Err 2.0097 top1 44.531 top5 23.438 | Epoch: [1][508/553] Time 2.474 Data 0.001 Err 2.0949 top1 48.438 top5 22.656 | Epoch: [1][509/553] Time 2.438 Data 0.001 Err 1.6786 top1 39.062 top5 19.531 | Epoch: [1][510/553] Time 2.444 Data 0.000 Err 2.0327 top1 49.219 top5 26.562 | Epoch: [1][511/553] Time 2.442 Data 0.001 Err 1.8116 top1 40.625 top5 21.875 | Epoch: [1][512/553] Time 2.465 Data 0.001 Err 1.7455 top1 46.875 top5 20.312 | Epoch: [1][513/553] Time 2.443 Data 0.001 Err 1.8321 top1 44.531 top5 23.438 | Epoch: [1][514/553] Time 2.454 Data 0.001 Err 1.6623 top1 41.406 top5 14.844 | Epoch: [1][515/553] Time 2.438 Data 0.001 Err 1.7874 top1 46.875 top5 20.312 | Epoch: [1][516/553] Time 2.477 Data 0.001 Err 1.8796 top1 45.312 top5 21.875 | Epoch: [1][517/553] Time 2.441 Data 0.001 Err 2.0479 top1 47.656 top5 26.562 | Epoch: [1][518/553] Time 2.439 Data 0.001 Err 1.7119 top1 46.094 top5 21.094 | Epoch: [1][519/553] Time 2.440 Data 0.000 Err 2.0337 top1 48.438 top5 27.344 | Epoch: [1][520/553] Time 2.516 Data 0.001 Err 1.8499 top1 50.000 top5 24.219 | Epoch: [1][521/553] Time 2.447 Data 0.001 Err 1.7399 top1 42.969 top5 20.312 | Epoch: [1][522/553] Time 2.462 Data 0.001 Err 1.7197 top1 47.656 top5 17.969 | Epoch: [1][523/553] Time 2.469 Data 0.001 Err 1.8049 top1 43.750 top5 23.438 | Epoch: [1][524/553] Time 2.447 Data 0.000 Err 1.7688 top1 41.406 top5 17.188 | Epoch: [1][525/553] Time 2.439 Data 0.000 Err 1.8889 top1 44.531 top5 21.875 | Epoch: [1][526/553] Time 2.503 Data 0.001 Err 1.7514 top1 46.875 top5 23.438 | Epoch: [1][527/553] Time 2.446 Data 0.001 Err 1.9302 top1 45.312 top5 21.875 | Epoch: [1][528/553] Time 2.475 Data 0.001 Err 1.7680 top1 42.969 top5 17.969 | Epoch: [1][529/553] Time 2.441 Data 0.000 Err 2.0407 top1 50.781 top5 25.781 | Epoch: [1][530/553] Time 2.454 Data 0.001 Err 1.9024 top1 48.438 top5 21.875 | Epoch: [1][531/553] Time 2.457 Data 0.001 Err 1.8465 top1 45.312 top5 23.438 | Epoch: [1][532/553] Time 2.468 Data 0.000 Err 2.0285 top1 52.344 top5 27.344 | Epoch: [1][533/553] Time 2.443 Data 0.001 Err 1.9492 top1 49.219 top5 21.875 | Epoch: [1][534/553] Time 2.472 Data 0.001 Err 1.9121 top1 52.344 top5 21.875 | Epoch: [1][535/553] Time 2.505 Data 0.001 Err 1.8167 top1 45.312 top5 23.438 | Epoch: [1][536/553] Time 2.465 Data 0.001 Err 1.8723 top1 43.750 top5 22.656 | Epoch: [1][537/553] Time 2.429 Data 0.000 Err 2.2224 top1 57.031 top5 32.031 | Epoch: [1][538/553] Time 2.473 Data 0.001 Err 1.6118 top1 46.875 top5 14.844 | Epoch: [1][539/553] Time 2.481 Data 0.001 Err 1.8918 top1 49.219 top5 19.531 | Epoch: [1][540/553] Time 2.470 Data 0.001 Err 1.6670 top1 40.625 top5 14.844 | Epoch: [1][541/553] Time 2.440 Data 0.001 Err 1.6781 top1 45.312 top5 17.969 | Epoch: [1][542/553] Time 2.447 Data 0.001 Err 1.9968 top1 44.531 top5 17.969 | Epoch: [1][543/553] Time 2.471 Data 0.000 Err 1.6734 top1 42.969 top5 21.875 | Epoch: [1][544/553] Time 2.451 Data 0.000 Err 1.8924 top1 44.531 top5 24.219 | Epoch: [1][545/553] Time 2.439 Data 0.000 Err 1.8940 top1 46.094 top5 20.312 | Epoch: [1][546/553] Time 2.482 Data 0.000 Err 1.8479 top1 45.312 top5 21.875 | Epoch: [1][547/553] Time 2.433 Data 0.000 Err 2.2143 top1 57.031 top5 26.562 | Epoch: [1][548/553] Time 2.448 Data 0.000 Err 1.7455 top1 39.062 top5 19.531 | Epoch: [1][549/553] Time 2.435 Data 0.000 Err 1.6764 top1 44.531 top5 17.188 | Epoch: [1][550/553] Time 2.445 Data 0.000 Err 1.4773 top1 38.281 top5 12.500 | Epoch: [1][551/553] Time 2.437 Data 0.000 Err 1.7836 top1 46.094 top5 19.531 | Epoch: [1][552/553] Time 2.438 Data 0.000 Err 1.8418 top1 48.438 top5 20.312 | Epoch: [1][553/553] Time 4.714 Data 0.000 Err 1.8770 top1 47.727 top5 20.455 | Test: [1][1/198] Time 4.057 Data 3.261 top1 85.156 ( 85.156) top5 65.625 ( 65.625) | Test: [1][2/198] Time 0.712 Data 0.001 top1 87.500 ( 86.328) top5 60.938 ( 63.281) | Test: [1][3/198] Time 0.712 Data 0.000 top1 89.844 ( 87.500) top5 61.719 ( 62.760) | Test: [1][4/198] Time 0.714 Data 0.000 top1 82.812 ( 86.328) top5 57.031 ( 61.328) | Test: [1][5/198] Time 0.736 Data 0.021 top1 83.594 ( 85.781) top5 55.469 ( 60.156) | Test: [1][6/198] Time 0.717 Data 0.001 top1 84.375 ( 85.547) top5 61.719 ( 60.417) | Test: [1][7/198] Time 0.717 Data 0.000 top1 78.906 ( 84.598) top5 58.594 ( 60.156) | Test: [1][8/198] Time 0.728 Data 0.000 top1 80.469 ( 84.082) top5 69.531 ( 61.328) | Test: [1][9/198] Time 0.922 Data 0.203 top1 78.125 ( 83.420) top5 64.844 ( 61.719) | Test: [1][10/198] Time 0.716 Data 0.001 top1 79.688 ( 83.047) top5 62.500 ( 61.797) | Test: [1][11/198] Time 0.709 Data 0.000 top1 82.812 ( 83.026) top5 60.938 ( 61.719) | Test: [1][12/198] Time 0.711 Data 0.000 top1 82.031 ( 82.943) top5 60.938 ( 61.654) | Test: [1][13/198] Time 1.032 Data 0.310 top1 81.250 ( 82.812) top5 57.812 ( 61.358) | Test: [1][14/198] Time 0.714 Data 0.001 top1 88.281 ( 83.203) top5 57.812 ( 61.105) | Test: [1][15/198] Time 0.726 Data 0.000 top1 82.031 ( 83.125) top5 63.281 ( 61.250) | Test: [1][16/198] Time 0.709 Data 0.000 top1 85.938 ( 83.301) top5 60.938 ( 61.230) | Test: [1][17/198] Time 1.170 Data 0.449 top1 77.344 ( 82.950) top5 59.375 ( 61.121) | Test: [1][18/198] Time 0.714 Data 0.001 top1 79.688 ( 82.769) top5 64.062 ( 61.285) | Test: [1][19/198] Time 0.714 Data 0.000 top1 79.688 ( 82.607) top5 62.500 ( 61.349) | Test: [1][20/198] Time 0.736 Data 0.000 top1 81.250 ( 82.539) top5 59.375 ( 61.250) | Test: [1][21/198] Time 1.089 Data 0.370 top1 82.812 ( 82.552) top5 64.062 ( 61.384) | Test: [1][22/198] Time 0.717 Data 0.001 top1 78.125 ( 82.351) top5 53.125 ( 61.009) | Test: [1][23/198] Time 0.714 Data 0.000 top1 77.344 ( 82.133) top5 58.594 ( 60.904) | Test: [1][24/198] Time 0.714 Data 0.000 top1 79.688 ( 82.031) top5 57.031 ( 60.742) | Test: [1][25/198] Time 0.811 Data 0.091 top1 85.156 ( 82.156) top5 67.188 ( 61.000) | Test: [1][26/198] Time 0.713 Data 0.001 top1 83.594 ( 82.212) top5 66.406 ( 61.208) | Test: [1][27/198] Time 0.716 Data 0.001 top1 85.938 ( 82.350) top5 66.406 ( 61.400) | Test: [1][28/198] Time 0.712 Data 0.000 top1 84.375 ( 82.422) top5 67.969 ( 61.635) | Test: [1][29/198] Time 1.071 Data 0.358 top1 79.688 ( 82.328) top5 67.969 ( 61.853) | Test: [1][30/198] Time 0.706 Data 0.001 top1 82.031 ( 82.318) top5 63.281 ( 61.901) | Test: [1][31/198] Time 0.715 Data 0.000 top1 82.031 ( 82.308) top5 61.719 ( 61.895) | Test: [1][32/198] Time 0.711 Data 0.000 top1 85.156 ( 82.397) top5 59.375 ( 61.816) | Test: [1][33/198] Time 1.039 Data 0.321 top1 81.250 ( 82.363) top5 64.844 ( 61.908) | Test: [1][34/198] Time 0.717 Data 0.001 top1 86.719 ( 82.491) top5 61.719 ( 61.903) | Test: [1][35/198] Time 0.715 Data 0.000 top1 77.344 ( 82.344) top5 61.719 ( 61.897) | Test: [1][36/198] Time 0.719 Data 0.000 top1 86.719 ( 82.465) top5 56.250 ( 61.740) | Test: [1][37/198] Time 0.851 Data 0.129 top1 81.250 ( 82.432) top5 58.594 ( 61.655) | Test: [1][38/198] Time 0.720 Data 0.001 top1 79.688 ( 82.360) top5 64.062 ( 61.719) | Test: [1][39/198] Time 0.713 Data 0.000 top1 78.125 ( 82.252) top5 58.594 ( 61.639) | Test: [1][40/198] Time 0.711 Data 0.000 top1 83.594 ( 82.285) top5 64.844 ( 61.719) | Test: [1][41/198] Time 1.114 Data 0.397 top1 75.781 ( 82.127) top5 62.500 ( 61.738) | Test: [1][42/198] Time 0.711 Data 0.001 top1 78.906 ( 82.050) top5 60.156 ( 61.700) | Test: [1][43/198] Time 0.715 Data 0.001 top1 85.938 ( 82.140) top5 68.750 ( 61.864) | Test: [1][44/198] Time 0.717 Data 0.000 top1 85.156 ( 82.209) top5 65.625 ( 61.950) | Test: [1][45/198] Time 0.923 Data 0.212 top1 80.469 ( 82.170) top5 55.469 ( 61.806) | Test: [1][46/198] Time 0.720 Data 0.001 top1 82.812 ( 82.184) top5 69.531 ( 61.974) | Test: [1][47/198] Time 0.718 Data 0.001 top1 75.781 ( 82.048) top5 55.469 ( 61.835) | Test: [1][48/198] Time 0.725 Data 0.000 top1 77.344 ( 81.950) top5 66.406 ( 61.930) | Test: [1][49/198] Time 1.016 Data 0.302 top1 79.688 ( 81.904) top5 59.375 ( 61.878) | Test: [1][50/198] Time 0.718 Data 0.001 top1 82.812 ( 81.922) top5 66.406 ( 61.969) | Test: [1][51/198] Time 0.722 Data 0.001 top1 79.688 ( 81.878) top5 54.688 ( 61.826) | Test: [1][52/198] Time 0.718 Data 0.000 top1 80.469 ( 81.851) top5 59.375 ( 61.779) | Test: [1][53/198] Time 1.139 Data 0.425 top1 78.125 ( 81.781) top5 60.938 ( 61.763) | Test: [1][54/198] Time 0.715 Data 0.001 top1 77.344 ( 81.698) top5 65.625 ( 61.834) | Test: [1][55/198] Time 0.714 Data 0.001 top1 81.250 ( 81.690) top5 60.938 ( 61.818) | Test: [1][56/198] Time 0.719 Data 0.000 top1 77.344 ( 81.613) top5 53.125 ( 61.663) | Test: [1][57/198] Time 0.839 Data 0.124 top1 82.031 ( 81.620) top5 57.031 ( 61.582) | Test: [1][58/198] Time 0.796 Data 0.070 top1 88.281 ( 81.735) top5 67.188 ( 61.678) | Test: [1][59/198] Time 0.710 Data 0.001 top1 82.031 ( 81.740) top5 59.375 ( 61.639) | Test: [1][60/198] Time 0.720 Data 0.000 top1 81.250 ( 81.732) top5 57.812 ( 61.576) | Test: [1][61/198] Time 0.807 Data 0.092 top1 85.938 ( 81.801) top5 58.594 ( 61.527) | Test: [1][62/198] Time 0.841 Data 0.130 top1 80.469 ( 81.779) top5 64.844 ( 61.580) | Test: [1][63/198] Time 0.715 Data 0.001 top1 82.031 ( 81.783) top5 57.812 ( 61.520) | Test: [1][64/198] Time 0.724 Data 0.000 top1 79.688 ( 81.750) top5 58.594 ( 61.475) | Test: [1][65/198] Time 0.711 Data 0.001 top1 81.250 ( 81.743) top5 65.625 ( 61.538) | Test: [1][66/198] Time 1.387 Data 0.674 top1 83.594 ( 81.771) top5 60.938 ( 61.529) | Test: [1][67/198] Time 0.718 Data 0.001 top1 73.438 ( 81.646) top5 50.781 ( 61.369) | Test: [1][68/198] Time 0.715 Data 0.000 top1 89.062 ( 81.756) top5 71.875 ( 61.523) | Test: [1][69/198] Time 0.713 Data 0.001 top1 78.125 ( 81.703) top5 60.156 ( 61.504) | Test: [1][70/198] Time 1.024 Data 0.312 top1 79.688 ( 81.674) top5 57.812 ( 61.451) | Test: [1][71/198] Time 0.722 Data 0.001 top1 85.156 ( 81.723) top5 67.969 ( 61.543) | Test: [1][72/198] Time 0.724 Data 0.000 top1 85.156 ( 81.771) top5 65.625 ( 61.599) | Test: [1][73/198] Time 0.715 Data 0.001 top1 85.156 ( 81.817) top5 64.062 ( 61.633) | Test: [1][74/198] Time 1.111 Data 0.387 top1 89.844 ( 81.926) top5 68.750 ( 61.729) | Test: [1][75/198] Time 0.723 Data 0.005 top1 82.031 ( 81.927) top5 62.500 ( 61.740) | Test: [1][76/198] Time 0.719 Data 0.001 top1 75.781 ( 81.846) top5 53.906 ( 61.637) | Test: [1][77/198] Time 0.719 Data 0.000 top1 82.812 ( 81.859) top5 66.406 ( 61.698) | Test: [1][78/198] Time 1.247 Data 0.530 top1 78.906 ( 81.821) top5 56.250 ( 61.629) | Test: [1][79/198] Time 0.716 Data 0.001 top1 83.594 ( 81.843) top5 64.844 ( 61.669) | Test: [1][80/198] Time 0.714 Data 0.001 top1 80.469 ( 81.826) top5 66.406 ( 61.729) | Test: [1][81/198] Time 0.720 Data 0.000 top1 85.156 ( 81.867) top5 64.844 ( 61.767) | Test: [1][82/198] Time 0.997 Data 0.281 top1 78.125 ( 81.822) top5 56.250 ( 61.700) | Test: [1][83/198] Time 0.717 Data 0.001 top1 84.375 ( 81.852) top5 63.281 ( 61.719) | Test: [1][84/198] Time 0.720 Data 0.001 top1 81.250 ( 81.845) top5 59.375 ( 61.691) | Test: [1][85/198] Time 0.715 Data 0.000 top1 82.812 ( 81.857) top5 63.281 ( 61.710) | Test: [1][86/198] Time 1.132 Data 0.420 top1 79.688 ( 81.831) top5 53.125 ( 61.610) | Test: [1][87/198] Time 0.714 Data 0.001 top1 89.062 ( 81.915) top5 62.500 ( 61.620) | Test: [1][88/198] Time 0.722 Data 0.001 top1 82.031 ( 81.916) top5 54.688 ( 61.541) | Test: [1][89/198] Time 0.715 Data 0.000 top1 85.938 ( 81.961) top5 63.281 ( 61.561) | Test: [1][90/198] Time 1.085 Data 0.367 top1 81.250 ( 81.953) top5 60.156 ( 61.545) | Test: [1][91/198] Time 0.718 Data 0.001 top1 79.688 ( 81.928) top5 63.281 ( 61.564) | Test: [1][92/198] Time 0.718 Data 0.001 top1 78.906 ( 81.895) top5 64.844 ( 61.600) | Test: [1][93/198] Time 0.718 Data 0.001 top1 83.594 ( 81.914) top5 64.844 ( 61.635) | Test: [1][94/198] Time 1.000 Data 0.282 top1 84.375 ( 81.940) top5 61.719 ( 61.636) | Test: [1][95/198] Time 0.723 Data 0.001 top1 81.250 ( 81.933) top5 63.281 ( 61.653) | Test: [1][96/198] Time 0.719 Data 0.000 top1 80.469 ( 81.917) top5 57.812 ( 61.613) | Test: [1][97/198] Time 0.721 Data 0.000 top1 80.469 ( 81.902) top5 59.375 ( 61.590) | Test: [1][98/198] Time 0.990 Data 0.274 top1 83.594 ( 81.920) top5 60.156 ( 61.575) | Test: [1][99/198] Time 0.715 Data 0.002 top1 84.375 ( 81.944) top5 62.500 ( 61.585) | Test: [1][100/198] Time 0.722 Data 0.000 top1 82.031 ( 81.945) top5 58.594 ( 61.555) | Test: [1][101/198] Time 0.713 Data 0.000 top1 88.281 ( 82.008) top5 63.281 ( 61.572) | Test: [1][102/198] Time 1.088 Data 0.363 top1 82.812 ( 82.016) top5 53.906 ( 61.497) | Test: [1][103/198] Time 0.723 Data 0.001 top1 83.594 ( 82.031) top5 65.625 ( 61.537) | Test: [1][104/198] Time 0.718 Data 0.000 top1 78.906 ( 82.001) top5 54.688 ( 61.471) | Test: [1][105/198] Time 0.720 Data 0.000 top1 83.594 ( 82.016) top5 65.625 ( 61.510) | Test: [1][106/198] Time 1.223 Data 0.510 top1 76.562 ( 81.965) top5 60.938 ( 61.505) | Test: [1][107/198] Time 0.715 Data 0.001 top1 81.250 ( 81.958) top5 59.375 ( 61.485) | Test: [1][108/198] Time 0.717 Data 0.000 top1 80.469 ( 81.944) top5 58.594 ( 61.458) | Test: [1][109/198] Time 0.710 Data 0.000 top1 83.594 ( 81.960) top5 57.812 ( 61.425) | Test: [1][110/198] Time 1.055 Data 0.340 top1 83.594 ( 81.974) top5 61.719 ( 61.428) | Test: [1][111/198] Time 0.715 Data 0.001 top1 86.719 ( 82.017) top5 62.500 ( 61.437) | Test: [1][112/198] Time 0.719 Data 0.000 top1 78.906 ( 81.989) top5 57.812 ( 61.405) | Test: [1][113/198] Time 0.717 Data 0.000 top1 85.938 ( 82.024) top5 60.156 ( 61.394) | Test: [1][114/198] Time 1.008 Data 0.292 top1 75.000 ( 81.963) top5 53.125 ( 61.321) | Test: [1][115/198] Time 0.715 Data 0.001 top1 78.906 ( 81.936) top5 59.375 ( 61.304) | Test: [1][116/198] Time 0.713 Data 0.000 top1 79.688 ( 81.917) top5 53.906 ( 61.241) | Test: [1][117/198] Time 0.714 Data 0.000 top1 84.375 ( 81.938) top5 60.156 ( 61.231) | Test: [1][118/198] Time 1.355 Data 0.634 top1 81.250 ( 81.932) top5 60.156 ( 61.222) | Test: [1][119/198] Time 0.720 Data 0.001 top1 78.906 ( 81.907) top5 60.156 ( 61.213) | Test: [1][120/198] Time 0.716 Data 0.000 top1 79.688 ( 81.888) top5 62.500 ( 61.224) | Test: [1][121/198] Time 0.719 Data 0.000 top1 80.469 ( 81.876) top5 60.156 ( 61.215) | Test: [1][122/198] Time 0.925 Data 0.208 top1 85.938 ( 81.910) top5 65.625 ( 61.251) | Test: [1][123/198] Time 0.715 Data 0.001 top1 83.594 ( 81.923) top5 60.938 ( 61.249) | Test: [1][124/198] Time 0.710 Data 0.000 top1 76.562 ( 81.880) top5 60.938 ( 61.246) | Test: [1][125/198] Time 0.718 Data 0.000 top1 84.375 ( 81.900) top5 72.656 ( 61.337) | Test: [1][126/198] Time 1.088 Data 0.375 top1 81.250 ( 81.895) top5 57.812 ( 61.310) | Test: [1][127/198] Time 0.711 Data 0.001 top1 85.938 ( 81.927) top5 62.500 ( 61.319) | Test: [1][128/198] Time 0.722 Data 0.000 top1 79.688 ( 81.909) top5 58.594 ( 61.298) | Test: [1][129/198] Time 0.714 Data 0.000 top1 77.344 ( 81.874) top5 53.906 ( 61.240) | Test: [1][130/198] Time 0.983 Data 0.260 top1 78.906 ( 81.851) top5 61.719 ( 61.244) | Test: [1][131/198] Time 0.719 Data 0.001 top1 89.062 ( 81.906) top5 67.969 ( 61.295) | Test: [1][132/198] Time 0.720 Data 0.002 top1 82.812 ( 81.913) top5 67.188 ( 61.340) | Test: [1][133/198] Time 0.719 Data 0.000 top1 78.125 ( 81.884) top5 59.375 ( 61.325) | Test: [1][134/198] Time 1.046 Data 0.333 top1 85.156 ( 81.909) top5 62.500 ( 61.334) | Test: [1][135/198] Time 0.713 Data 0.001 top1 79.688 ( 81.892) top5 55.469 ( 61.291) | Test: [1][136/198] Time 0.718 Data 0.000 top1 82.031 ( 81.893) top5 64.062 ( 61.311) | Test: [1][137/198] Time 0.713 Data 0.000 top1 80.469 ( 81.883) top5 67.969 ( 61.359) | Test: [1][138/198] Time 1.038 Data 0.328 top1 85.156 ( 81.907) top5 64.844 ( 61.385) | Test: [1][139/198] Time 0.714 Data 0.001 top1 81.250 ( 81.902) top5 55.469 ( 61.342) | Test: [1][140/198] Time 0.709 Data 0.000 top1 89.844 ( 81.959) top5 70.312 ( 61.406) | Test: [1][141/198] Time 0.716 Data 0.000 top1 87.500 ( 81.998) top5 71.094 ( 61.475) | Test: [1][142/198] Time 1.149 Data 0.435 top1 83.594 ( 82.009) top5 60.938 ( 61.471) | Test: [1][143/198] Time 0.709 Data 0.001 top1 83.594 ( 82.020) top5 65.625 ( 61.500) | Test: [1][144/198] Time 0.713 Data 0.000 top1 81.250 ( 82.015) top5 67.188 ( 61.540) | Test: [1][145/198] Time 0.712 Data 0.000 top1 81.250 ( 82.010) top5 60.938 ( 61.536) | Test: [1][146/198] Time 1.145 Data 0.436 top1 82.031 ( 82.010) top5 55.469 ( 61.494) | Test: [1][147/198] Time 0.713 Data 0.001 top1 82.812 ( 82.015) top5 59.375 ( 61.480) | Test: [1][148/198] Time 0.710 Data 0.000 top1 85.938 ( 82.042) top5 64.844 ( 61.502) | Test: [1][149/198] Time 0.713 Data 0.000 top1 78.906 ( 82.021) top5 62.500 ( 61.509) | Test: [1][150/198] Time 1.159 Data 0.435 top1 82.812 ( 82.026) top5 63.281 ( 61.521) | Test: [1][151/198] Time 0.716 Data 0.001 top1 85.156 ( 82.047) top5 61.719 ( 61.522) | Test: [1][152/198] Time 0.717 Data 0.000 top1 82.031 ( 82.047) top5 58.594 ( 61.503) | Test: [1][153/198] Time 0.711 Data 0.000 top1 79.688 ( 82.031) top5 60.938 ( 61.499) | Test: [1][154/198] Time 1.694 Data 0.977 top1 78.906 ( 82.011) top5 63.281 ( 61.511) | Test: [1][155/198] Time 0.719 Data 0.001 top1 77.344 ( 81.981) top5 56.250 ( 61.477) | Test: [1][156/198] Time 0.714 Data 0.000 top1 81.250 ( 81.976) top5 62.500 ( 61.483) | Test: [1][157/198] Time 0.715 Data 0.000 top1 84.375 ( 81.991) top5 60.156 ( 61.475) | Test: [1][158/198] Time 0.904 Data 0.190 top1 82.031 ( 81.992) top5 59.375 ( 61.462) | Test: [1][159/198] Time 0.719 Data 0.006 top1 87.500 ( 82.026) top5 67.188 ( 61.498) | Test: [1][160/198] Time 0.717 Data 0.000 top1 79.688 ( 82.012) top5 57.812 ( 61.475) | Test: [1][161/198] Time 0.716 Data 0.000 top1 73.438 ( 81.958) top5 47.656 ( 61.389) | Test: [1][162/198] Time 0.850 Data 0.134 top1 84.375 ( 81.973) top5 60.156 ( 61.381) | Test: [1][163/198] Time 0.720 Data 0.001 top1 80.469 ( 81.964) top5 53.125 ( 61.331) | Test: [1][164/198] Time 0.714 Data 0.000 top1 80.469 ( 81.955) top5 63.281 ( 61.342) | Test: [1][165/198] Time 0.720 Data 0.000 top1 85.156 ( 81.974) top5 71.094 ( 61.402) | Test: [1][166/198] Time 0.863 Data 0.153 top1 84.375 ( 81.989) top5 59.375 ( 61.389) | Test: [1][167/198] Time 0.713 Data 0.001 top1 83.594 ( 81.999) top5 60.938 ( 61.387) | Test: [1][168/198] Time 0.713 Data 0.000 top1 76.562 ( 81.966) top5 53.906 ( 61.342) | Test: [1][169/198] Time 0.720 Data 0.000 top1 79.688 ( 81.953) top5 61.719 ( 61.344) | Test: [1][170/198] Time 0.889 Data 0.178 top1 84.375 ( 81.967) top5 65.625 ( 61.369) | Test: [1][171/198] Time 0.715 Data 0.001 top1 87.500 ( 81.999) top5 70.312 ( 61.422) | Test: [1][172/198] Time 0.715 Data 0.000 top1 82.031 ( 81.999) top5 61.719 ( 61.424) | Test: [1][173/198] Time 0.721 Data 0.000 top1 71.875 ( 81.941) top5 52.344 ( 61.371) | Test: [1][174/198] Time 1.159 Data 0.439 top1 78.906 ( 81.923) top5 55.469 ( 61.337) | Test: [1][175/198] Time 0.715 Data 0.001 top1 88.281 ( 81.960) top5 67.969 ( 61.375) | Test: [1][176/198] Time 0.713 Data 0.000 top1 82.031 ( 81.960) top5 64.062 ( 61.390) | Test: [1][177/198] Time 0.720 Data 0.000 top1 79.688 ( 81.947) top5 56.250 ( 61.361) | Test: [1][178/198] Time 1.010 Data 0.301 top1 84.375 ( 81.961) top5 61.719 ( 61.363) | Test: [1][179/198] Time 0.710 Data 0.001 top1 81.250 ( 81.957) top5 60.156 ( 61.356) | Test: [1][180/198] Time 0.723 Data 0.000 top1 82.812 ( 81.962) top5 62.500 ( 61.363) | Test: [1][181/198] Time 0.722 Data 0.000 top1 82.031 ( 81.962) top5 65.625 ( 61.386) | Test: [1][182/198] Time 0.868 Data 0.148 top1 81.250 ( 81.958) top5 62.500 ( 61.393) | Test: [1][183/198] Time 0.719 Data 0.002 top1 78.906 ( 81.942) top5 59.375 ( 61.381) | Test: [1][184/198] Time 0.715 Data 0.000 top1 82.812 ( 81.946) top5 60.156 ( 61.375) | Test: [1][185/198] Time 0.715 Data 0.000 top1 79.688 ( 81.934) top5 57.031 ( 61.351) | Test: [1][186/198] Time 1.117 Data 0.409 top1 84.375 ( 81.947) top5 64.844 ( 61.370) | Test: [1][187/198] Time 0.726 Data 0.002 top1 90.625 ( 81.994) top5 66.406 ( 61.397) | Test: [1][188/198] Time 0.720 Data 0.001 top1 81.250 ( 81.990) top5 62.500 ( 61.403) | Test: [1][189/198] Time 0.720 Data 0.000 top1 85.938 ( 82.011) top5 63.281 ( 61.413) | Test: [1][190/198] Time 0.986 Data 0.267 top1 83.594 ( 82.019) top5 64.062 ( 61.427) | Test: [1][191/198] Time 0.713 Data 0.000 top1 80.469 ( 82.011) top5 65.625 ( 61.449) | Test: [1][192/198] Time 0.722 Data 0.000 top1 83.594 ( 82.019) top5 61.719 ( 61.450) | Test: [1][193/198] Time 0.716 Data 0.000 top1 82.812 ( 82.023) top5 57.812 ( 61.431) | Test: [1][194/198] Time 0.971 Data 0.243 top1 75.781 ( 81.991) top5 64.062 ( 61.445) | Test: [1][195/198] Time 0.716 Data 0.000 top1 82.031 ( 81.991) top5 64.062 ( 61.458) | Test: [1][196/198] Time 0.713 Data 0.000 top1 81.250 ( 81.987) top5 59.375 ( 61.448) | Test: [1][197/198] Time 0.710 Data 0.000 top1 80.469 ( 81.980) top5 59.375 ( 61.437) | Test: [1][198/198] Time 1.344 Data 0.000 top1 82.353 ( 81.982) top5 58.824 ( 61.424) * Finished epoch # 1 top1: 81.982 top5: 61.424 * Best model 81.981580510992 61.423982471777 Epoch 2 => Training epoch # 2 | Epoch: [2][1/553] Time 4.933 Data 2.434 Err 1.8393 top1 47.656 top5 22.656 | Epoch: [2][2/553] Time 2.431 Data 0.001 Err 1.9783 top1 47.656 top5 21.094 | Epoch: [2][3/553] Time 2.427 Data 0.001 Err 2.3141 top1 51.562 top5 27.344 | Epoch: [2][4/553] Time 2.431 Data 0.001 Err 2.0160 top1 53.906 top5 24.219 | Epoch: [2][5/553] Time 2.463 Data 0.001 Err 1.6291 top1 38.281 top5 19.531 | Epoch: [2][6/553] Time 2.434 Data 0.001 Err 1.6969 top1 42.188 top5 21.094 | Epoch: [2][7/553] Time 2.442 Data 0.001 Err 1.8156 top1 43.750 top5 21.094 | Epoch: [2][8/553] Time 2.434 Data 0.000 Err 2.0760 top1 50.781 top5 25.781 | Epoch: [2][9/553] Time 2.486 Data 0.001 Err 1.7295 top1 42.969 top5 20.312 | Epoch: [2][10/553] Time 2.456 Data 0.000 Err 2.1393 top1 50.000 top5 23.438 | Epoch: [2][11/553] Time 2.434 Data 0.001 Err 1.7951 top1 45.312 top5 23.438 | Epoch: [2][12/553] Time 2.441 Data 0.001 Err 2.0584 top1 51.562 top5 25.781 | Epoch: [2][13/553] Time 2.460 Data 0.001 Err 1.5604 top1 42.188 top5 16.406 | Epoch: [2][14/553] Time 2.439 Data 0.001 Err 1.8836 top1 53.906 top5 22.656 | Epoch: [2][15/553] Time 2.459 Data 0.001 Err 1.9051 top1 48.438 top5 22.656 | Epoch: [2][16/553] Time 2.464 Data 0.000 Err 1.6331 top1 39.062 top5 17.969 | Epoch: [2][17/553] Time 2.461 Data 0.001 Err 1.9673 top1 50.781 top5 25.781 | Epoch: [2][18/553] Time 2.443 Data 0.001 Err 1.8920 top1 42.969 top5 21.875 | Epoch: [2][19/553] Time 2.447 Data 0.001 Err 1.8642 top1 50.000 top5 15.625 | Epoch: [2][20/553] Time 2.461 Data 0.001 Err 1.9578 top1 48.438 top5 25.000 | Epoch: [2][21/553] Time 2.457 Data 0.001 Err 1.9263 top1 51.562 top5 21.094 | Epoch: [2][22/553] Time 2.430 Data 0.001 Err 1.7561 top1 42.188 top5 19.531 | Epoch: [2][23/553] Time 2.452 Data 0.001 Err 1.6964 top1 39.844 top5 16.406 | Epoch: [2][24/553] Time 2.454 Data 0.001 Err 1.6522 top1 42.188 top5 20.312 | Epoch: [2][25/553] Time 2.459 Data 0.001 Err 1.8130 top1 45.312 top5 16.406 | Epoch: [2][26/553] Time 2.437 Data 0.000 Err 1.8216 top1 47.656 top5 21.094 | Epoch: [2][27/553] Time 2.447 Data 0.001 Err 1.6084 top1 45.312 top5 17.188 | Epoch: [2][28/553] Time 2.470 Data 0.001 Err 2.0219 top1 47.656 top5 25.000 | Epoch: [2][29/553] Time 2.449 Data 0.001 Err 1.7406 top1 49.219 top5 17.969 | Epoch: [2][30/553] Time 2.437 Data 0.001 Err 1.9331 top1 50.781 top5 23.438 | Epoch: [2][31/553] Time 2.446 Data 0.001 Err 1.8549 top1 46.094 top5 18.750 | Epoch: [2][32/553] Time 2.469 Data 0.001 Err 1.8494 top1 45.312 top5 24.219 | Epoch: [2][33/553] Time 2.471 Data 0.001 Err 1.6759 top1 42.188 top5 14.844 | Epoch: [2][34/553] Time 2.442 Data 0.001 Err 1.9269 top1 44.531 top5 25.000 | Epoch: [2][35/553] Time 2.458 Data 0.001 Err 1.7787 top1 42.188 top5 20.312 | Epoch: [2][36/553] Time 2.506 Data 0.000 Err 1.8916 top1 46.875 top5 21.094 | Epoch: [2][37/553] Time 2.488 Data 0.001 Err 1.8418 top1 47.656 top5 17.969 | Epoch: [2][38/553] Time 2.460 Data 0.001 Err 1.7877 top1 43.750 top5 21.875 | Epoch: [2][39/553] Time 2.466 Data 0.001 Err 1.6157 top1 37.500 top5 15.625 | Epoch: [2][40/553] Time 2.466 Data 0.001 Err 1.9882 top1 48.438 top5 26.562 | Epoch: [2][41/553] Time 2.447 Data 0.001 Err 1.8349 top1 46.875 top5 21.875 | Epoch: [2][42/553] Time 2.467 Data 0.001 Err 1.5429 top1 40.625 top5 17.188 | Epoch: [2][43/553] Time 2.456 Data 0.001 Err 1.5879 top1 42.188 top5 17.188 | Epoch: [2][44/553] Time 2.461 Data 0.000 Err 1.9260 top1 49.219 top5 20.312 | Epoch: [2][45/553] Time 2.443 Data 0.001 Err 1.5727 top1 42.188 top5 14.844 | Epoch: [2][46/553] Time 2.474 Data 0.001 Err 2.3083 top1 57.031 top5 32.812 | Epoch: [2][47/553] Time 2.463 Data 0.001 Err 1.7846 top1 44.531 top5 17.969 | Epoch: [2][48/553] Time 2.444 Data 0.001 Err 1.5979 top1 39.062 top5 16.406 | Epoch: [2][49/553] Time 2.441 Data 0.001 Err 1.7385 top1 42.969 top5 20.312 | Epoch: [2][50/553] Time 2.500 Data 0.003 Err 1.8103 top1 46.094 top5 19.531 | Epoch: [2][51/553] Time 2.490 Data 0.001 Err 1.4722 top1 39.062 top5 19.531 | Epoch: [2][52/553] Time 2.495 Data 0.001 Err 1.7425 top1 39.844 top5 17.969 | Epoch: [2][53/553] Time 2.433 Data 0.001 Err 1.6906 top1 42.188 top5 18.750 | Epoch: [2][54/553] Time 2.464 Data 0.001 Err 1.6580 top1 38.281 top5 21.094 | Epoch: [2][55/553] Time 2.457 Data 0.001 Err 1.9673 top1 49.219 top5 19.531 | Epoch: [2][56/553] Time 2.454 Data 0.000 Err 1.8294 top1 47.656 top5 21.875 | Epoch: [2][57/553] Time 2.489 Data 0.001 Err 1.7017 top1 37.500 top5 19.531 | Epoch: [2][58/553] Time 2.467 Data 0.001 Err 1.9997 top1 51.562 top5 23.438 | Epoch: [2][59/553] Time 2.458 Data 0.001 Err 1.9313 top1 46.094 top5 26.562 | Epoch: [2][60/553] Time 2.435 Data 0.001 Err 1.8044 top1 39.844 top5 20.312 | Epoch: [2][61/553] Time 2.508 Data 0.001 Err 1.7254 top1 39.844 top5 19.531 | Epoch: [2][62/553] Time 2.478 Data 0.001 Err 2.0304 top1 55.469 top5 23.438 | Epoch: [2][63/553] Time 2.452 Data 0.001 Err 1.9388 top1 50.781 top5 21.094 | Epoch: [2][64/553] Time 2.473 Data 0.001 Err 1.8973 top1 48.438 top5 22.656 | Epoch: [2][65/553] Time 2.467 Data 0.001 Err 1.6056 top1 44.531 top5 17.969 | Epoch: [2][66/553] Time 2.473 Data 0.001 Err 1.8252 top1 44.531 top5 19.531 | Epoch: [2][67/553] Time 2.482 Data 0.001 Err 1.8206 top1 49.219 top5 18.750 | Epoch: [2][68/553] Time 2.506 Data 0.001 Err 1.3966 top1 39.062 top5 14.062 | Epoch: [2][69/553] Time 2.454 Data 0.001 Err 1.8923 top1 48.438 top5 22.656 | Epoch: [2][70/553] Time 2.442 Data 0.001 Err 1.7071 top1 47.656 top5 14.844 | Epoch: [2][71/553] Time 2.456 Data 0.005 Err 1.6799 top1 44.531 top5 24.219 | Epoch: [2][72/553] Time 2.470 Data 0.001 Err 1.7505 top1 44.531 top5 20.312 | Epoch: [2][73/553] Time 2.432 Data 0.001 Err 1.6866 top1 42.969 top5 19.531 | Epoch: [2][74/553] Time 2.511 Data 0.001 Err 1.9554 top1 50.781 top5 21.094 | Epoch: [2][75/553] Time 2.455 Data 0.001 Err 1.6125 top1 41.406 top5 17.188 | Epoch: [2][76/553] Time 2.472 Data 0.001 Err 1.6757 top1 41.406 top5 15.625 | Epoch: [2][77/553] Time 2.480 Data 0.001 Err 1.7521 top1 43.750 top5 18.750 | Epoch: [2][78/553] Time 2.447 Data 0.001 Err 1.8488 top1 45.312 top5 21.094 | Epoch: [2][79/553] Time 2.438 Data 0.001 Err 1.7204 top1 47.656 top5 20.312 | Epoch: [2][80/553] Time 2.441 Data 0.001 Err 1.7479 top1 43.750 top5 18.750 | Epoch: [2][81/553] Time 2.495 Data 0.001 Err 2.0230 top1 50.781 top5 24.219 | Epoch: [2][82/553] Time 2.505 Data 0.001 Err 1.6475 top1 40.625 top5 17.969 | Epoch: [2][83/553] Time 2.445 Data 0.001 Err 1.9908 top1 48.438 top5 21.094 | Epoch: [2][84/553] Time 2.445 Data 0.001 Err 1.9889 top1 47.656 top5 26.562 | Epoch: [2][85/553] Time 2.506 Data 0.001 Err 1.8236 top1 45.312 top5 19.531 | Epoch: [2][86/553] Time 2.444 Data 0.001 Err 2.1715 top1 48.438 top5 30.469 | Epoch: [2][87/553] Time 2.440 Data 0.001 Err 1.6530 top1 42.969 top5 19.531 | Epoch: [2][88/553] Time 2.482 Data 0.001 Err 1.8464 top1 48.438 top5 21.875 | Epoch: [2][89/553] Time 2.481 Data 0.001 Err 1.6732 top1 43.750 top5 18.750 | Epoch: [2][90/553] Time 2.450 Data 0.002 Err 1.9811 top1 55.469 top5 20.312 | Epoch: [2][91/553] Time 2.461 Data 0.001 Err 1.8455 top1 46.094 top5 20.312 | Epoch: [2][92/553] Time 2.452 Data 0.001 Err 1.8391 top1 44.531 top5 18.750 | Epoch: [2][93/553] Time 2.471 Data 0.001 Err 1.8696 top1 46.094 top5 24.219 | Epoch: [2][94/553] Time 2.500 Data 0.001 Err 1.8033 top1 42.188 top5 22.656 | Epoch: [2][95/553] Time 2.474 Data 0.001 Err 1.4192 top1 35.938 top5 13.281 | Epoch: [2][96/553] Time 2.455 Data 0.001 Err 1.6496 top1 46.875 top5 17.969 | Epoch: [2][97/553] Time 2.483 Data 0.001 Err 1.5477 top1 41.406 top5 16.406 | Epoch: [2][98/553] Time 2.481 Data 0.001 Err 2.0018 top1 51.562 top5 19.531 | Epoch: [2][99/553] Time 2.451 Data 0.001 Err 1.7420 top1 42.969 top5 22.656 | Epoch: [2][100/553] Time 2.445 Data 0.003 Err 2.0160 top1 49.219 top5 28.906 | Epoch: [2][101/553] Time 2.483 Data 0.001 Err 1.5846 top1 40.625 top5 14.844 | Epoch: [2][102/553] Time 2.478 Data 0.001 Err 1.7840 top1 46.875 top5 20.312 | Epoch: [2][103/553] Time 2.455 Data 0.001 Err 2.1594 top1 60.156 top5 29.688 | Epoch: [2][104/553] Time 2.447 Data 0.000 Err 1.5577 top1 40.625 top5 14.844 | Epoch: [2][105/553] Time 2.486 Data 0.001 Err 1.8438 top1 46.875 top5 20.312 | Epoch: [2][106/553] Time 2.445 Data 0.001 Err 1.8737 top1 42.188 top5 21.094 | Epoch: [2][107/553] Time 2.447 Data 0.001 Err 1.8546 top1 47.656 top5 21.875 | Epoch: [2][108/553] Time 2.439 Data 0.001 Err 1.7236 top1 41.406 top5 22.656 | Epoch: [2][109/553] Time 2.463 Data 0.002 Err 1.8163 top1 42.969 top5 21.094 | Epoch: [2][110/553] Time 2.478 Data 0.001 Err 2.1658 top1 58.594 top5 26.562 | Epoch: [2][111/553] Time 2.475 Data 0.000 Err 1.6931 top1 41.406 top5 17.188 | Epoch: [2][112/553] Time 2.451 Data 0.001 Err 1.5978 top1 35.938 top5 17.969 | Epoch: [2][113/553] Time 2.477 Data 0.001 Err 1.8475 top1 44.531 top5 21.094 | Epoch: [2][114/553] Time 2.459 Data 0.001 Err 1.7513 top1 45.312 top5 20.312 | Epoch: [2][115/553] Time 2.468 Data 0.001 Err 1.3551 top1 35.938 top5 10.938 | Epoch: [2][116/553] Time 2.475 Data 0.001 Err 1.6023 top1 42.188 top5 23.438 | Epoch: [2][117/553] Time 2.477 Data 0.001 Err 1.8767 top1 42.188 top5 23.438 | Epoch: [2][118/553] Time 2.457 Data 0.001 Err 1.7429 top1 47.656 top5 19.531 | Epoch: [2][119/553] Time 2.446 Data 0.001 Err 1.8649 top1 46.875 top5 19.531 | Epoch: [2][120/553] Time 2.439 Data 0.001 Err 1.8980 top1 50.000 top5 19.531 | Epoch: [2][121/553] Time 2.448 Data 0.001 Err 2.0623 top1 51.562 top5 25.781 | Epoch: [2][122/553] Time 2.445 Data 0.001 Err 2.0202 top1 50.781 top5 22.656 | Epoch: [2][123/553] Time 2.464 Data 0.001 Err 1.6952 top1 41.406 top5 17.188 | Epoch: [2][124/553] Time 2.486 Data 0.001 Err 1.6609 top1 39.062 top5 19.531 | Epoch: [2][125/553] Time 2.491 Data 0.003 Err 1.9255 top1 44.531 top5 24.219 | Epoch: [2][126/553] Time 2.459 Data 0.001 Err 1.9113 top1 42.969 top5 21.875 | Epoch: [2][127/553] Time 2.456 Data 0.001 Err 1.7373 top1 46.875 top5 18.750 | Epoch: [2][128/553] Time 2.459 Data 0.003 Err 1.7934 top1 43.750 top5 15.625 | Epoch: [2][129/553] Time 2.442 Data 0.001 Err 1.7207 top1 45.312 top5 20.312 | Epoch: [2][130/553] Time 2.446 Data 0.001 Err 1.7680 top1 43.750 top5 21.094 | Epoch: [2][131/553] Time 2.450 Data 0.000 Err 1.7020 top1 44.531 top5 20.312 | Epoch: [2][132/553] Time 2.457 Data 0.001 Err 1.7782 top1 41.406 top5 21.094 | Epoch: [2][133/553] Time 2.531 Data 0.001 Err 1.7390 top1 46.094 top5 20.312 | Epoch: [2][134/553] Time 2.455 Data 0.001 Err 1.6972 top1 40.625 top5 21.094 | Epoch: [2][135/553] Time 2.444 Data 0.001 Err 1.6178 top1 40.625 top5 14.844 | Epoch: [2][136/553] Time 2.436 Data 0.001 Err 1.8012 top1 46.875 top5 22.656 | Epoch: [2][137/553] Time 2.439 Data 0.001 Err 1.7077 top1 46.875 top5 18.750 | Epoch: [2][138/553] Time 2.496 Data 0.001 Err 1.7842 top1 42.188 top5 20.312 | Epoch: [2][139/553] Time 2.507 Data 0.001 Err 1.5393 top1 42.969 top5 17.188 | Epoch: [2][140/553] Time 2.444 Data 0.001 Err 1.5574 top1 40.625 top5 14.844 | Epoch: [2][141/553] Time 2.450 Data 0.001 Err 1.4530 top1 34.375 top5 13.281 | Epoch: [2][142/553] Time 2.449 Data 0.001 Err 1.8135 top1 47.656 top5 23.438 | Epoch: [2][143/553] Time 2.449 Data 0.001 Err 1.7517 top1 43.750 top5 15.625 | Epoch: [2][144/553] Time 2.439 Data 0.001 Err 1.7974 top1 43.750 top5 20.312 | Epoch: [2][145/553] Time 2.450 Data 0.001 Err 2.0565 top1 50.781 top5 25.000 | Epoch: [2][146/553] Time 2.440 Data 0.001 Err 1.8427 top1 46.875 top5 20.312 | Epoch: [2][147/553] Time 2.442 Data 0.003 Err 1.7588 top1 43.750 top5 19.531 | Epoch: [2][148/553] Time 2.460 Data 0.001 Err 1.8146 top1 46.875 top5 17.969 | Epoch: [2][149/553] Time 2.444 Data 0.001 Err 1.7469 top1 39.062 top5 22.656 | Epoch: [2][150/553] Time 2.487 Data 0.001 Err 1.6789 top1 45.312 top5 16.406 | Epoch: [2][151/553] Time 2.484 Data 0.001 Err 1.6442 top1 40.625 top5 15.625 | Epoch: [2][152/553] Time 2.449 Data 0.001 Err 1.7824 top1 44.531 top5 18.750 | Epoch: [2][153/553] Time 2.455 Data 0.001 Err 1.5744 top1 37.500 top5 18.750 | Epoch: [2][154/553] Time 2.446 Data 0.001 Err 1.5438 top1 40.625 top5 13.281 | Epoch: [2][155/553] Time 2.448 Data 0.001 Err 1.7658 top1 46.875 top5 18.750 | Epoch: [2][156/553] Time 2.431 Data 0.001 Err 1.5934 top1 39.062 top5 18.750 | Epoch: [2][157/553] Time 2.445 Data 0.001 Err 1.4560 top1 39.844 top5 14.844 | Epoch: [2][158/553] Time 2.468 Data 0.001 Err 1.7804 top1 46.094 top5 21.875 | Epoch: [2][159/553] Time 2.487 Data 0.001 Err 1.6057 top1 43.750 top5 15.625 | Epoch: [2][160/553] Time 2.480 Data 0.001 Err 1.6685 top1 39.844 top5 17.969 | Epoch: [2][161/553] Time 2.451 Data 0.000 Err 1.5938 top1 42.188 top5 15.625 | Epoch: [2][162/553] Time 2.440 Data 0.001 Err 1.7734 top1 49.219 top5 17.188 | Epoch: [2][163/553] Time 2.479 Data 0.001 Err 1.9498 top1 44.531 top5 27.344 | Epoch: [2][164/553] Time 2.466 Data 0.001 Err 1.7198 top1 41.406 top5 21.094 | Epoch: [2][165/553] Time 2.444 Data 0.001 Err 1.9865 top1 46.875 top5 25.000 | Epoch: [2][166/553] Time 2.463 Data 0.001 Err 1.5429 top1 34.375 top5 17.969 | Epoch: [2][167/553] Time 2.439 Data 0.001 Err 1.5967 top1 42.188 top5 17.188 | Epoch: [2][168/553] Time 2.435 Data 0.001 Err 1.4222 top1 38.281 top5 14.062 | Epoch: [2][169/553] Time 2.496 Data 0.001 Err 1.8971 top1 45.312 top5 18.750 | Epoch: [2][170/553] Time 2.455 Data 0.001 Err 1.7040 top1 40.625 top5 17.969 | Epoch: [2][171/553] Time 2.448 Data 0.001 Err 1.8393 top1 47.656 top5 19.531 | Epoch: [2][172/553] Time 2.496 Data 0.001 Err 1.7227 top1 42.969 top5 18.750 | Epoch: [2][173/553] Time 2.468 Data 0.001 Err 1.5679 top1 39.062 top5 17.188 | Epoch: [2][174/553] Time 2.473 Data 0.001 Err 1.9317 top1 50.000 top5 24.219 | Epoch: [2][175/553] Time 2.451 Data 0.001 Err 1.6826 top1 42.969 top5 15.625 | Epoch: [2][176/553] Time 2.473 Data 0.001 Err 1.7762 top1 46.875 top5 17.188 | Epoch: [2][177/553] Time 2.491 Data 0.001 Err 1.7735 top1 42.969 top5 20.312 | Epoch: [2][178/553] Time 2.505 Data 0.001 Err 1.6540 top1 43.750 top5 16.406 | Epoch: [2][179/553] Time 2.500 Data 0.001 Err 1.9034 top1 41.406 top5 23.438 | Epoch: [2][180/553] Time 2.464 Data 0.001 Err 2.0398 top1 47.656 top5 21.875 | Epoch: [2][181/553] Time 2.477 Data 0.001 Err 1.8881 top1 48.438 top5 25.781 | Epoch: [2][182/553] Time 2.469 Data 0.001 Err 1.7370 top1 46.875 top5 21.875 | Epoch: [2][183/553] Time 2.454 Data 0.001 Err 1.6789 top1 45.312 top5 17.969 | Epoch: [2][184/553] Time 2.448 Data 0.001 Err 1.5777 top1 40.625 top5 14.844 | Epoch: [2][185/553] Time 2.447 Data 0.003 Err 1.7414 top1 45.312 top5 21.094 | Epoch: [2][186/553] Time 2.467 Data 0.001 Err 1.5300 top1 39.844 top5 16.406 | Epoch: [2][187/553] Time 2.498 Data 0.001 Err 1.5679 top1 42.969 top5 16.406 | Epoch: [2][188/553] Time 2.442 Data 0.001 Err 1.6574 top1 42.188 top5 16.406 | Epoch: [2][189/553] Time 2.468 Data 0.001 Err 1.6913 top1 45.312 top5 18.750 | Epoch: [2][190/553] Time 2.513 Data 0.001 Err 1.4026 top1 37.500 top5 15.625 | Epoch: [2][191/553] Time 2.457 Data 0.001 Err 1.7594 top1 45.312 top5 20.312 | Epoch: [2][192/553] Time 2.438 Data 0.001 Err 1.6541 top1 41.406 top5 20.312 | Epoch: [2][193/553] Time 2.449 Data 0.001 Err 1.5761 top1 42.969 top5 18.750 | Epoch: [2][194/553] Time 2.441 Data 0.001 Err 1.8114 top1 43.750 top5 21.094 | Epoch: [2][195/553] Time 2.454 Data 0.001 Err 1.4823 top1 37.500 top5 15.625 | Epoch: [2][196/553] Time 2.491 Data 0.003 Err 1.5907 top1 40.625 top5 18.750 | Epoch: [2][197/553] Time 2.452 Data 0.001 Err 1.6277 top1 40.625 top5 15.625 | Epoch: [2][198/553] Time 2.485 Data 0.001 Err 1.5699 top1 37.500 top5 21.094 | Epoch: [2][199/553] Time 2.463 Data 0.000 Err 1.4585 top1 35.938 top5 14.062 | Epoch: [2][200/553] Time 2.452 Data 0.001 Err 2.0633 top1 50.781 top5 26.562 | Epoch: [2][201/553] Time 2.481 Data 0.001 Err 1.8070 top1 50.000 top5 20.312 | Epoch: [2][202/553] Time 2.509 Data 0.001 Err 1.6585 top1 41.406 top5 18.750 | Epoch: [2][203/553] Time 2.447 Data 0.001 Err 1.6626 top1 42.969 top5 14.844 | Epoch: [2][204/553] Time 2.448 Data 0.003 Err 1.4481 top1 35.938 top5 17.188 | Epoch: [2][205/553] Time 2.513 Data 0.001 Err 1.8309 top1 43.750 top5 22.656 | Epoch: [2][206/553] Time 2.513 Data 0.001 Err 1.6341 top1 40.625 top5 17.188 | Epoch: [2][207/553] Time 2.446 Data 0.001 Err 1.6226 top1 39.062 top5 19.531 | Epoch: [2][208/553] Time 2.440 Data 0.001 Err 1.8768 top1 48.438 top5 20.312 | Epoch: [2][209/553] Time 2.449 Data 0.001 Err 1.8715 top1 46.094 top5 25.000 | Epoch: [2][210/553] Time 2.475 Data 0.001 Err 1.7434 top1 43.750 top5 23.438 | Epoch: [2][211/553] Time 2.440 Data 0.001 Err 2.0171 top1 49.219 top5 25.000 | Epoch: [2][212/553] Time 2.447 Data 0.001 Err 1.9532 top1 49.219 top5 23.438 | Epoch: [2][213/553] Time 2.476 Data 0.001 Err 1.6326 top1 45.312 top5 17.969 | Epoch: [2][214/553] Time 2.488 Data 0.001 Err 1.8621 top1 47.656 top5 22.656 | Epoch: [2][215/553] Time 2.459 Data 0.001 Err 2.0305 top1 52.344 top5 23.438 | Epoch: [2][216/553] Time 2.464 Data 0.001 Err 1.5986 top1 41.406 top5 17.188 | Epoch: [2][217/553] Time 2.442 Data 0.001 Err 1.5044 top1 36.719 top5 14.062 | Epoch: [2][218/553] Time 2.462 Data 0.001 Err 1.6196 top1 40.625 top5 18.750 | Epoch: [2][219/553] Time 2.456 Data 0.001 Err 1.6960 top1 47.656 top5 19.531 | Epoch: [2][220/553] Time 2.439 Data 0.001 Err 1.6118 top1 41.406 top5 19.531 | Epoch: [2][221/553] Time 2.484 Data 0.001 Err 1.9285 top1 51.562 top5 17.188 | Epoch: [2][222/553] Time 2.444 Data 0.001 Err 1.7921 top1 47.656 top5 20.312 | Epoch: [2][223/553] Time 2.443 Data 0.002 Err 1.7660 top1 41.406 top5 17.969 | Epoch: [2][224/553] Time 2.441 Data 0.001 Err 1.9008 top1 42.188 top5 21.094 | Epoch: [2][225/553] Time 2.458 Data 0.001 Err 1.4135 top1 35.156 top5 14.062 | Epoch: [2][226/553] Time 2.470 Data 0.001 Err 1.7692 top1 46.094 top5 19.531 | Epoch: [2][227/553] Time 2.487 Data 0.001 Err 1.8165 top1 47.656 top5 17.969 | Epoch: [2][228/553] Time 2.442 Data 0.001 Err 1.4632 top1 40.625 top5 14.844 | Epoch: [2][229/553] Time 2.439 Data 0.001 Err 1.6807 top1 45.312 top5 13.281 | Epoch: [2][230/553] Time 2.442 Data 0.001 Err 1.7579 top1 42.188 top5 21.875 | Epoch: [2][231/553] Time 2.447 Data 0.001 Err 1.3681 top1 38.281 top5 10.156 | Epoch: [2][232/553] Time 2.438 Data 0.001 Err 1.7501 top1 42.969 top5 19.531 | Epoch: [2][233/553] Time 2.463 Data 0.001 Err 1.6931 top1 39.062 top5 13.281 | Epoch: [2][234/553] Time 2.508 Data 0.001 Err 1.7631 top1 42.969 top5 20.312 | Epoch: [2][235/553] Time 2.443 Data 0.001 Err 1.6299 top1 36.719 top5 23.438 | Epoch: [2][236/553] Time 2.449 Data 0.001 Err 1.9043 top1 49.219 top5 21.875 | Epoch: [2][237/553] Time 2.487 Data 0.001 Err 1.8449 top1 50.000 top5 24.219 | Epoch: [2][238/553] Time 2.480 Data 0.001 Err 1.5770 top1 40.625 top5 20.312 | Epoch: [2][239/553] Time 2.445 Data 0.001 Err 1.7759 top1 46.094 top5 14.062 | Epoch: [2][240/553] Time 2.468 Data 0.001 Err 1.6990 top1 46.094 top5 14.844 | Epoch: [2][241/553] Time 2.476 Data 0.001 Err 1.7736 top1 46.094 top5 21.875 | Epoch: [2][242/553] Time 2.453 Data 0.004 Err 1.8220 top1 44.531 top5 17.188 | Epoch: [2][243/553] Time 2.442 Data 0.001 Err 2.0144 top1 45.312 top5 24.219 | Epoch: [2][244/553] Time 2.453 Data 0.001 Err 1.8779 top1 44.531 top5 21.094 | Epoch: [2][245/553] Time 2.446 Data 0.001 Err 1.9340 top1 42.969 top5 21.875 | Epoch: [2][246/553] Time 2.449 Data 0.001 Err 1.5384 top1 37.500 top5 18.750 | Epoch: [2][247/553] Time 2.447 Data 0.000 Err 2.0479 top1 49.219 top5 25.781 | Epoch: [2][248/553] Time 2.445 Data 0.001 Err 1.6757 top1 42.188 top5 19.531 | Epoch: [2][249/553] Time 2.444 Data 0.001 Err 1.6537 top1 38.281 top5 14.844 | Epoch: [2][250/553] Time 2.447 Data 0.001 Err 1.7188 top1 39.844 top5 21.094 | Epoch: [2][251/553] Time 2.443 Data 0.001 Err 1.8185 top1 49.219 top5 19.531 | Epoch: [2][252/553] Time 2.451 Data 0.001 Err 1.7966 top1 42.969 top5 24.219 | Epoch: [2][253/553] Time 2.473 Data 0.001 Err 1.6461 top1 36.719 top5 17.188 | Epoch: [2][254/553] Time 2.455 Data 0.000 Err 1.6805 top1 43.750 top5 20.312 | Epoch: [2][255/553] Time 2.486 Data 0.001 Err 1.6591 top1 40.625 top5 21.094 | Epoch: [2][256/553] Time 2.448 Data 0.001 Err 1.7566 top1 45.312 top5 15.625 | Epoch: [2][257/553] Time 2.485 Data 0.001 Err 1.6571 top1 43.750 top5 18.750 | Epoch: [2][258/553] Time 2.458 Data 0.005 Err 1.7882 top1 44.531 top5 18.750 | Epoch: [2][259/553] Time 2.457 Data 0.001 Err 1.5961 top1 38.281 top5 14.062 | Epoch: [2][260/553] Time 2.452 Data 0.001 Err 1.6945 top1 39.062 top5 14.062 | Epoch: [2][261/553] Time 2.451 Data 0.003 Err 1.6121 top1 35.938 top5 19.531 | Epoch: [2][262/553] Time 2.487 Data 0.001 Err 1.6289 top1 39.062 top5 18.750 | Epoch: [2][263/553] Time 2.510 Data 0.001 Err 1.8078 top1 44.531 top5 18.750 | Epoch: [2][264/553] Time 2.462 Data 0.001 Err 1.8435 top1 46.875 top5 27.344 | Epoch: [2][265/553] Time 2.468 Data 0.001 Err 1.8240 top1 44.531 top5 22.656 | Epoch: [2][266/553] Time 2.464 Data 0.001 Err 1.6340 top1 44.531 top5 15.625 | Epoch: [2][267/553] Time 2.468 Data 0.001 Err 1.7572 top1 42.969 top5 20.312 | Epoch: [2][268/553] Time 2.447 Data 0.001 Err 1.7332 top1 43.750 top5 21.094 | Epoch: [2][269/553] Time 2.443 Data 0.001 Err 1.6241 top1 38.281 top5 18.750 | Epoch: [2][270/553] Time 2.482 Data 0.001 Err 1.5017 top1 35.938 top5 14.062 | Epoch: [2][271/553] Time 2.484 Data 0.001 Err 1.7736 top1 45.312 top5 18.750 | Epoch: [2][272/553] Time 2.435 Data 0.001 Err 1.8930 top1 44.531 top5 25.000 | Epoch: [2][273/553] Time 2.491 Data 0.000 Err 1.6907 top1 46.875 top5 16.406 | Epoch: [2][274/553] Time 2.486 Data 0.001 Err 1.6776 top1 47.656 top5 16.406 | Epoch: [2][275/553] Time 2.479 Data 0.001 Err 1.6390 top1 46.875 top5 16.406 | Epoch: [2][276/553] Time 2.444 Data 0.001 Err 1.9797 top1 42.969 top5 25.000 | Epoch: [2][277/553] Time 2.470 Data 0.001 Err 1.6565 top1 44.531 top5 21.875 | Epoch: [2][278/553] Time 2.454 Data 0.001 Err 1.7694 top1 43.750 top5 20.312 | Epoch: [2][279/553] Time 2.458 Data 0.001 Err 1.7878 top1 47.656 top5 17.188 | Epoch: [2][280/553] Time 2.446 Data 0.003 Err 1.8722 top1 46.875 top5 26.562 | Epoch: [2][281/553] Time 2.441 Data 0.001 Err 1.4793 top1 40.625 top5 13.281 | Epoch: [2][282/553] Time 2.439 Data 0.001 Err 1.9036 top1 37.500 top5 21.875 | Epoch: [2][283/553] Time 2.500 Data 0.001 Err 1.6341 top1 42.969 top5 16.406 | Epoch: [2][284/553] Time 2.445 Data 0.001 Err 1.7921 top1 40.625 top5 20.312 | Epoch: [2][285/553] Time 2.466 Data 0.001 Err 1.8003 top1 42.188 top5 21.094 | Epoch: [2][286/553] Time 2.442 Data 0.001 Err 1.4650 top1 36.719 top5 14.062 | Epoch: [2][287/553] Time 2.441 Data 0.001 Err 1.7646 top1 46.875 top5 20.312 | Epoch: [2][288/553] Time 2.447 Data 0.001 Err 1.6317 top1 44.531 top5 15.625 | Epoch: [2][289/553] Time 2.437 Data 0.001 Err 1.7679 top1 39.844 top5 21.094 | Epoch: [2][290/553] Time 2.442 Data 0.001 Err 1.6009 top1 39.844 top5 15.625 | Epoch: [2][291/553] Time 2.474 Data 0.001 Err 1.7408 top1 46.875 top5 17.188 | Epoch: [2][292/553] Time 2.448 Data 0.001 Err 1.9618 top1 48.438 top5 26.562 | Epoch: [2][293/553] Time 2.444 Data 0.001 Err 1.6737 top1 42.188 top5 20.312 | Epoch: [2][294/553] Time 2.445 Data 0.001 Err 1.5840 top1 41.406 top5 20.312 | Epoch: [2][295/553] Time 2.489 Data 0.001 Err 1.5395 top1 39.062 top5 16.406 | Epoch: [2][296/553] Time 2.482 Data 0.001 Err 1.8610 top1 46.875 top5 22.656 | Epoch: [2][297/553] Time 2.447 Data 0.001 Err 1.4390 top1 34.375 top5 14.844 | Epoch: [2][298/553] Time 2.459 Data 0.001 Err 1.6742 top1 46.094 top5 17.188 | Epoch: [2][299/553] Time 2.472 Data 0.001 Err 1.6330 top1 43.750 top5 17.969 | Epoch: [2][300/553] Time 2.473 Data 0.001 Err 1.8180 top1 47.656 top5 21.875 | Epoch: [2][301/553] Time 2.447 Data 0.001 Err 1.5850 top1 41.406 top5 17.188 | Epoch: [2][302/553] Time 2.489 Data 0.001 Err 1.5696 top1 41.406 top5 17.188 | Epoch: [2][303/553] Time 2.471 Data 0.001 Err 1.4776 top1 36.719 top5 14.062 | Epoch: [2][304/553] Time 2.457 Data 0.001 Err 1.8117 top1 42.188 top5 20.312 | Epoch: [2][305/553] Time 2.448 Data 0.001 Err 1.6820 top1 44.531 top5 16.406 | Epoch: [2][306/553] Time 2.442 Data 0.001 Err 1.7982 top1 47.656 top5 17.969 | Epoch: [2][307/553] Time 2.505 Data 0.001 Err 1.8121 top1 46.094 top5 18.750 | Epoch: [2][308/553] Time 2.485 Data 0.001 Err 1.8346 top1 44.531 top5 22.656 | Epoch: [2][309/553] Time 2.484 Data 0.006 Err 1.7331 top1 45.312 top5 21.875 | Epoch: [2][310/553] Time 2.472 Data 0.001 Err 1.4751 top1 36.719 top5 14.844 | Epoch: [2][311/553] Time 2.444 Data 0.001 Err 1.7368 top1 44.531 top5 16.406 | Epoch: [2][312/553] Time 2.451 Data 0.001 Err 1.6735 top1 44.531 top5 15.625 | Epoch: [2][313/553] Time 2.455 Data 0.001 Err 1.7685 top1 42.969 top5 18.750 | Epoch: [2][314/553] Time 2.481 Data 0.001 Err 1.8201 top1 42.969 top5 18.750 | Epoch: [2][315/553] Time 2.457 Data 0.001 Err 1.7325 top1 35.156 top5 20.312 | Epoch: [2][316/553] Time 2.447 Data 0.001 Err 1.6813 top1 41.406 top5 19.531 | Epoch: [2][317/553] Time 2.457 Data 0.001 Err 1.7225 top1 41.406 top5 21.094 | Epoch: [2][318/553] Time 2.478 Data 0.001 Err 1.7430 top1 41.406 top5 21.875 | Epoch: [2][319/553] Time 2.436 Data 0.001 Err 1.8123 top1 45.312 top5 19.531 | Epoch: [2][320/553] Time 2.436 Data 0.001 Err 1.6913 top1 46.094 top5 18.750 | Epoch: [2][321/553] Time 2.468 Data 0.001 Err 1.6358 top1 46.094 top5 18.750 | Epoch: [2][322/553] Time 2.510 Data 0.001 Err 1.3846 top1 40.625 top5 11.719 | Epoch: [2][323/553] Time 2.467 Data 0.001 Err 1.9142 top1 49.219 top5 22.656 | Epoch: [2][324/553] Time 2.436 Data 0.001 Err 1.7261 top1 42.188 top5 18.750 | Epoch: [2][325/553] Time 2.521 Data 0.001 Err 1.4318 top1 39.844 top5 14.844 | Epoch: [2][326/553] Time 2.521 Data 0.001 Err 1.5370 top1 39.062 top5 18.750 | Epoch: [2][327/553] Time 2.515 Data 0.001 Err 1.5831 top1 39.844 top5 19.531 | Epoch: [2][328/553] Time 2.447 Data 0.001 Err 1.6373 top1 42.188 top5 19.531 | Epoch: [2][329/553] Time 2.513 Data 0.001 Err 1.7807 top1 44.531 top5 17.188 | Epoch: [2][330/553] Time 2.484 Data 0.001 Err 1.5875 top1 38.281 top5 18.750 | Epoch: [2][331/553] Time 2.478 Data 0.001 Err 1.5992 top1 44.531 top5 16.406 | Epoch: [2][332/553] Time 2.493 Data 0.001 Err 1.6086 top1 42.969 top5 15.625 | Epoch: [2][333/553] Time 2.458 Data 0.001 Err 2.0457 top1 46.094 top5 25.000 | Epoch: [2][334/553] Time 2.475 Data 0.001 Err 1.2978 top1 37.500 top5 13.281 | Epoch: [2][335/553] Time 2.476 Data 0.001 Err 1.8466 top1 46.094 top5 18.750 | Epoch: [2][336/553] Time 2.437 Data 0.001 Err 1.7138 top1 44.531 top5 18.750 | Epoch: [2][337/553] Time 2.443 Data 0.001 Err 1.4417 top1 38.281 top5 14.844 | Epoch: [2][338/553] Time 2.449 Data 0.001 Err 1.6876 top1 40.625 top5 14.844 | Epoch: [2][339/553] Time 2.442 Data 0.001 Err 1.8782 top1 44.531 top5 28.125 | Epoch: [2][340/553] Time 2.441 Data 0.001 Err 1.5563 top1 39.062 top5 15.625 | Epoch: [2][341/553] Time 2.520 Data 0.001 Err 1.7179 top1 42.969 top5 17.969 | Epoch: [2][342/553] Time 2.452 Data 0.001 Err 1.5474 top1 35.156 top5 15.625 | Epoch: [2][343/553] Time 2.510 Data 0.001 Err 1.4955 top1 35.938 top5 15.625 | Epoch: [2][344/553] Time 2.453 Data 0.001 Err 1.8043 top1 46.875 top5 22.656 | Epoch: [2][345/553] Time 2.448 Data 0.001 Err 1.6190 top1 41.406 top5 14.844 | Epoch: [2][346/553] Time 2.469 Data 0.001 Err 1.7906 top1 43.750 top5 21.094 | Epoch: [2][347/553] Time 2.485 Data 0.001 Err 1.6962 top1 38.281 top5 16.406 | Epoch: [2][348/553] Time 2.463 Data 0.001 Err 1.5890 top1 44.531 top5 17.969 | Epoch: [2][349/553] Time 2.441 Data 0.001 Err 1.5543 top1 39.062 top5 17.969 | Epoch: [2][350/553] Time 2.452 Data 0.001 Err 1.8045 top1 44.531 top5 20.312 | Epoch: [2][351/553] Time 2.454 Data 0.001 Err 1.7742 top1 44.531 top5 25.000 | Epoch: [2][352/553] Time 2.446 Data 0.001 Err 2.0192 top1 55.469 top5 25.781 | Epoch: [2][353/553] Time 2.478 Data 0.001 Err 1.7692 top1 46.875 top5 21.094 | Epoch: [2][354/553] Time 2.445 Data 0.001 Err 1.8589 top1 45.312 top5 22.656 | Epoch: [2][355/553] Time 2.439 Data 0.001 Err 1.8392 top1 50.781 top5 20.312 | Epoch: [2][356/553] Time 2.451 Data 0.004 Err 1.5949 top1 42.188 top5 15.625 | Epoch: [2][357/553] Time 2.458 Data 0.001 Err 1.9615 top1 50.000 top5 21.875 | Epoch: [2][358/553] Time 2.451 Data 0.001 Err 1.6249 top1 42.969 top5 13.281 | Epoch: [2][359/553] Time 2.451 Data 0.001 Err 1.6785 top1 43.750 top5 18.750 | Epoch: [2][360/553] Time 2.440 Data 0.001 Err 1.7749 top1 42.969 top5 18.750 | Epoch: [2][361/553] Time 2.440 Data 0.001 Err 1.8008 top1 43.750 top5 21.094 | Epoch: [2][362/553] Time 2.443 Data 0.001 Err 1.8989 top1 50.781 top5 22.656 | Epoch: [2][363/553] Time 2.437 Data 0.001 Err 1.8351 top1 42.188 top5 23.438 | Epoch: [2][364/553] Time 2.444 Data 0.001 Err 1.8883 top1 44.531 top5 25.000 | Epoch: [2][365/553] Time 2.446 Data 0.001 Err 1.9032 top1 43.750 top5 21.875 | Epoch: [2][366/553] Time 2.470 Data 0.001 Err 1.6599 top1 39.844 top5 21.875 | Epoch: [2][367/553] Time 2.460 Data 0.001 Err 1.2421 top1 35.938 top5 10.938 | Epoch: [2][368/553] Time 2.449 Data 0.001 Err 1.6134 top1 40.625 top5 20.312 | Epoch: [2][369/553] Time 2.471 Data 0.001 Err 1.3738 top1 37.500 top5 14.062 | Epoch: [2][370/553] Time 2.477 Data 0.000 Err 1.6711 top1 48.438 top5 15.625 | Epoch: [2][371/553] Time 2.466 Data 0.001 Err 1.4510 top1 38.281 top5 12.500 | Epoch: [2][372/553] Time 2.443 Data 0.001 Err 1.5068 top1 39.062 top5 13.281 | Epoch: [2][373/553] Time 2.439 Data 0.001 Err 1.5624 top1 35.938 top5 16.406 | Epoch: [2][374/553] Time 2.468 Data 0.001 Err 1.6367 top1 39.062 top5 13.281 | Epoch: [2][375/553] Time 2.441 Data 0.004 Err 1.5032 top1 33.594 top5 19.531 | Epoch: [2][376/553] Time 2.462 Data 0.001 Err 1.6053 top1 36.719 top5 17.188 | Epoch: [2][377/553] Time 2.507 Data 0.001 Err 1.9408 top1 43.750 top5 22.656 | Epoch: [2][378/553] Time 2.489 Data 0.001 Err 1.6367 top1 45.312 top5 19.531 | Epoch: [2][379/553] Time 2.521 Data 0.001 Err 1.4291 top1 39.844 top5 12.500 | Epoch: [2][380/553] Time 2.512 Data 0.001 Err 1.2630 top1 39.062 top5 9.375 | Epoch: [2][381/553] Time 2.434 Data 0.001 Err 1.8183 top1 43.750 top5 20.312 | Epoch: [2][382/553] Time 2.471 Data 0.001 Err 1.6546 top1 39.844 top5 17.188 | Epoch: [2][383/553] Time 2.519 Data 0.001 Err 1.7984 top1 50.000 top5 20.312 | Epoch: [2][384/553] Time 2.455 Data 0.001 Err 1.6997 top1 39.844 top5 20.312 | Epoch: [2][385/553] Time 2.450 Data 0.001 Err 1.7253 top1 42.969 top5 18.750 | Epoch: [2][386/553] Time 2.479 Data 0.001 Err 1.6587 top1 39.844 top5 17.969 | Epoch: [2][387/553] Time 2.521 Data 0.001 Err 1.5927 top1 42.188 top5 16.406 | Epoch: [2][388/553] Time 2.458 Data 0.001 Err 1.5849 top1 46.875 top5 14.844 | Epoch: [2][389/553] Time 2.466 Data 0.001 Err 1.6544 top1 44.531 top5 17.188 | Epoch: [2][390/553] Time 2.449 Data 0.001 Err 1.6419 top1 39.062 top5 20.312 | Epoch: [2][391/553] Time 2.482 Data 0.001 Err 1.5185 top1 42.188 top5 15.625 | Epoch: [2][392/553] Time 2.449 Data 0.001 Err 1.8894 top1 44.531 top5 24.219 | Epoch: [2][393/553] Time 2.443 Data 0.001 Err 1.9127 top1 40.625 top5 21.875 | Epoch: [2][394/553] Time 2.476 Data 0.001 Err 1.3039 top1 36.719 top5 13.281 | Epoch: [2][395/553] Time 2.457 Data 0.000 Err 2.1429 top1 56.250 top5 19.531 | Epoch: [2][396/553] Time 2.453 Data 0.001 Err 1.7486 top1 42.969 top5 28.906 | Epoch: [2][397/553] Time 2.478 Data 0.001 Err 1.7255 top1 38.281 top5 20.312 | Epoch: [2][398/553] Time 2.448 Data 0.001 Err 1.6372 top1 39.844 top5 18.750 | Epoch: [2][399/553] Time 2.475 Data 0.001 Err 1.6351 top1 39.844 top5 19.531 | Epoch: [2][400/553] Time 2.456 Data 0.001 Err 1.9364 top1 49.219 top5 21.094 | Epoch: [2][401/553] Time 2.456 Data 0.001 Err 1.7488 top1 45.312 top5 20.312 | Epoch: [2][402/553] Time 2.482 Data 0.001 Err 1.6759 top1 44.531 top5 15.625 | Epoch: [2][403/553] Time 2.443 Data 0.001 Err 1.6247 top1 40.625 top5 21.094 | Epoch: [2][404/553] Time 2.448 Data 0.001 Err 1.4825 top1 35.156 top5 13.281 | Epoch: [2][405/553] Time 2.444 Data 0.001 Err 1.4757 top1 42.969 top5 11.719 | Epoch: [2][406/553] Time 2.492 Data 0.001 Err 1.7586 top1 40.625 top5 19.531 | Epoch: [2][407/553] Time 2.475 Data 0.000 Err 2.1023 top1 50.781 top5 25.781 | Epoch: [2][408/553] Time 2.442 Data 0.000 Err 1.6817 top1 42.188 top5 19.531 | Epoch: [2][409/553] Time 2.442 Data 0.001 Err 1.6574 top1 42.188 top5 21.875 | Epoch: [2][410/553] Time 2.439 Data 0.001 Err 1.4680 top1 38.281 top5 15.625 | Epoch: [2][411/553] Time 2.444 Data 0.001 Err 1.8002 top1 43.750 top5 21.094 | Epoch: [2][412/553] Time 2.434 Data 0.001 Err 1.5580 top1 38.281 top5 16.406 | Epoch: [2][413/553] Time 2.473 Data 0.004 Err 1.4691 top1 33.594 top5 17.188 | Epoch: [2][414/553] Time 2.440 Data 0.001 Err 1.6382 top1 42.188 top5 19.531 | Epoch: [2][415/553] Time 2.455 Data 0.001 Err 1.6766 top1 45.312 top5 17.188 | Epoch: [2][416/553] Time 2.453 Data 0.001 Err 1.5552 top1 44.531 top5 14.062 | Epoch: [2][417/553] Time 2.454 Data 0.001 Err 1.5921 top1 41.406 top5 17.188 | Epoch: [2][418/553] Time 2.481 Data 0.001 Err 1.9430 top1 44.531 top5 20.312 | Epoch: [2][419/553] Time 2.438 Data 0.001 Err 1.8611 top1 48.438 top5 16.406 | Epoch: [2][420/553] Time 2.447 Data 0.001 Err 1.6102 top1 36.719 top5 17.188 | Epoch: [2][421/553] Time 2.487 Data 0.001 Err 1.6273 top1 39.062 top5 14.062 | Epoch: [2][422/553] Time 2.448 Data 0.001 Err 1.6393 top1 38.281 top5 20.312 | Epoch: [2][423/553] Time 2.487 Data 0.001 Err 1.7323 top1 43.750 top5 20.312 | Epoch: [2][424/553] Time 2.454 Data 0.001 Err 1.9827 top1 48.438 top5 25.000 | Epoch: [2][425/553] Time 2.485 Data 0.001 Err 1.8311 top1 42.188 top5 20.312 | Epoch: [2][426/553] Time 2.470 Data 0.000 Err 1.8559 top1 50.000 top5 22.656 | Epoch: [2][427/553] Time 2.458 Data 0.001 Err 1.8873 top1 42.969 top5 21.875 | Epoch: [2][428/553] Time 2.456 Data 0.001 Err 1.7109 top1 42.188 top5 19.531 | Epoch: [2][429/553] Time 2.437 Data 0.001 Err 1.6682 top1 39.844 top5 19.531 | Epoch: [2][430/553] Time 2.444 Data 0.001 Err 1.6798 top1 40.625 top5 21.875 | Epoch: [2][431/553] Time 2.438 Data 0.001 Err 1.8965 top1 47.656 top5 24.219 | Epoch: [2][432/553] Time 2.453 Data 0.004 Err 1.9340 top1 46.094 top5 21.875 | Epoch: [2][433/553] Time 2.450 Data 0.001 Err 1.6595 top1 38.281 top5 18.750 | Epoch: [2][434/553] Time 2.442 Data 0.001 Err 1.5384 top1 39.844 top5 14.844 | Epoch: [2][435/553] Time 2.476 Data 0.001 Err 1.6804 top1 42.188 top5 21.094 | Epoch: [2][436/553] Time 2.453 Data 0.001 Err 1.4651 top1 39.062 top5 14.062 | Epoch: [2][437/553] Time 2.456 Data 0.001 Err 1.8555 top1 46.094 top5 17.188 | Epoch: [2][438/553] Time 2.460 Data 0.001 Err 1.5824 top1 39.062 top5 17.969 | Epoch: [2][439/553] Time 2.443 Data 0.001 Err 1.6624 top1 43.750 top5 19.531 | Epoch: [2][440/553] Time 2.445 Data 0.001 Err 1.7723 top1 40.625 top5 19.531 | Epoch: [2][441/553] Time 2.457 Data 0.001 Err 1.4871 top1 38.281 top5 15.625 | Epoch: [2][442/553] Time 2.472 Data 0.001 Err 1.7691 top1 43.750 top5 16.406 | Epoch: [2][443/553] Time 2.438 Data 0.001 Err 1.6993 top1 42.969 top5 17.188 | Epoch: [2][444/553] Time 2.489 Data 0.001 Err 1.6982 top1 42.188 top5 19.531 | Epoch: [2][445/553] Time 2.451 Data 0.001 Err 1.9936 top1 49.219 top5 23.438 | Epoch: [2][446/553] Time 2.509 Data 0.001 Err 1.3659 top1 35.156 top5 17.188 | Epoch: [2][447/553] Time 2.444 Data 0.001 Err 1.7887 top1 52.344 top5 19.531 | Epoch: [2][448/553] Time 2.438 Data 0.001 Err 1.5543 top1 44.531 top5 13.281 | Epoch: [2][449/553] Time 2.473 Data 0.001 Err 1.3282 top1 35.156 top5 17.188 | Epoch: [2][450/553] Time 2.468 Data 0.001 Err 1.3334 top1 32.031 top5 16.406 | Epoch: [2][451/553] Time 2.467 Data 0.002 Err 1.5769 top1 39.062 top5 14.062 | Epoch: [2][452/553] Time 2.493 Data 0.001 Err 1.8728 top1 46.094 top5 21.094 | Epoch: [2][453/553] Time 2.475 Data 0.001 Err 1.8270 top1 48.438 top5 22.656 | Epoch: [2][454/553] Time 2.511 Data 0.001 Err 1.2186 top1 28.906 top5 14.844 | Epoch: [2][455/553] Time 2.445 Data 0.001 Err 1.8359 top1 46.875 top5 20.312 | Epoch: [2][456/553] Time 2.441 Data 0.001 Err 1.5968 top1 35.156 top5 14.062 | Epoch: [2][457/553] Time 2.449 Data 0.001 Err 1.6645 top1 42.188 top5 16.406 | Epoch: [2][458/553] Time 2.468 Data 0.001 Err 1.7116 top1 42.969 top5 20.312 | Epoch: [2][459/553] Time 2.448 Data 0.001 Err 1.4723 top1 41.406 top5 14.844 | Epoch: [2][460/553] Time 2.434 Data 0.001 Err 1.4012 top1 35.938 top5 13.281 | Epoch: [2][461/553] Time 2.494 Data 0.001 Err 1.4352 top1 42.188 top5 11.719 | Epoch: [2][462/553] Time 2.475 Data 0.001 Err 1.9267 top1 40.625 top5 25.000 | Epoch: [2][463/553] Time 2.454 Data 0.000 Err 1.5660 top1 42.969 top5 17.188 | Epoch: [2][464/553] Time 2.486 Data 0.001 Err 1.4025 top1 35.156 top5 14.062 | Epoch: [2][465/553] Time 2.451 Data 0.001 Err 1.5623 top1 42.188 top5 12.500 | Epoch: [2][466/553] Time 2.449 Data 0.001 Err 1.6895 top1 46.875 top5 17.188 | Epoch: [2][467/553] Time 2.473 Data 0.001 Err 1.5843 top1 37.500 top5 19.531 | Epoch: [2][468/553] Time 2.479 Data 0.001 Err 1.5703 top1 39.844 top5 14.062 | Epoch: [2][469/553] Time 2.491 Data 0.001 Err 1.8614 top1 48.438 top5 21.875 | Epoch: [2][470/553] Time 2.448 Data 0.001 Err 1.6340 top1 42.969 top5 17.969 | Epoch: [2][471/553] Time 2.477 Data 0.001 Err 1.6387 top1 41.406 top5 14.062 | Epoch: [2][472/553] Time 2.485 Data 0.001 Err 1.5298 top1 35.156 top5 18.750 | Epoch: [2][473/553] Time 2.446 Data 0.001 Err 1.3707 top1 36.719 top5 14.062 | Epoch: [2][474/553] Time 2.450 Data 0.001 Err 1.5227 top1 39.062 top5 17.969 | Epoch: [2][475/553] Time 2.449 Data 0.001 Err 1.4194 top1 36.719 top5 16.406 | Epoch: [2][476/553] Time 2.440 Data 0.001 Err 1.6957 top1 40.625 top5 21.875 | Epoch: [2][477/553] Time 2.458 Data 0.001 Err 1.6896 top1 43.750 top5 17.969 | Epoch: [2][478/553] Time 2.484 Data 0.001 Err 1.4297 top1 34.375 top5 14.844 | Epoch: [2][479/553] Time 2.444 Data 0.001 Err 1.7187 top1 46.094 top5 21.875 | Epoch: [2][480/553] Time 2.449 Data 0.001 Err 1.5291 top1 40.625 top5 17.188 | Epoch: [2][481/553] Time 2.460 Data 0.001 Err 1.6364 top1 41.406 top5 17.188 | Epoch: [2][482/553] Time 2.454 Data 0.001 Err 1.8754 top1 44.531 top5 22.656 | Epoch: [2][483/553] Time 2.455 Data 0.001 Err 1.7695 top1 42.969 top5 17.969 | Epoch: [2][484/553] Time 2.452 Data 0.000 Err 1.7579 top1 47.656 top5 17.188 | Epoch: [2][485/553] Time 2.448 Data 0.001 Err 1.6191 top1 43.750 top5 14.844 | Epoch: [2][486/553] Time 2.474 Data 0.001 Err 1.6466 top1 39.844 top5 21.875 | Epoch: [2][487/553] Time 2.445 Data 0.001 Err 1.7839 top1 42.188 top5 23.438 | Epoch: [2][488/553] Time 2.455 Data 0.001 Err 1.7893 top1 42.188 top5 17.969 | Epoch: [2][489/553] Time 2.453 Data 0.003 Err 1.5715 top1 39.062 top5 15.625 | Epoch: [2][490/553] Time 2.451 Data 0.001 Err 1.5527 top1 42.188 top5 19.531 | Epoch: [2][491/553] Time 2.481 Data 0.001 Err 1.9992 top1 46.094 top5 26.562 | Epoch: [2][492/553] Time 2.494 Data 0.001 Err 1.6996 top1 45.312 top5 22.656 | Epoch: [2][493/553] Time 2.452 Data 0.001 Err 1.7339 top1 46.875 top5 17.188 | Epoch: [2][494/553] Time 2.459 Data 0.000 Err 1.4401 top1 38.281 top5 15.625 | Epoch: [2][495/553] Time 2.441 Data 0.001 Err 1.8398 top1 42.969 top5 25.000 | Epoch: [2][496/553] Time 2.471 Data 0.001 Err 1.6798 top1 37.500 top5 20.312 | Epoch: [2][497/553] Time 2.462 Data 0.001 Err 1.6808 top1 41.406 top5 15.625 | Epoch: [2][498/553] Time 2.443 Data 0.001 Err 1.4212 top1 40.625 top5 17.188 | Epoch: [2][499/553] Time 2.457 Data 0.001 Err 1.6789 top1 36.719 top5 19.531 | Epoch: [2][500/553] Time 2.443 Data 0.001 Err 1.9860 top1 50.000 top5 25.781 | Epoch: [2][501/553] Time 2.457 Data 0.001 Err 1.4849 top1 35.938 top5 14.062 | Epoch: [2][502/553] Time 2.466 Data 0.001 Err 1.6097 top1 40.625 top5 15.625 | Epoch: [2][503/553] Time 2.457 Data 0.001 Err 1.9163 top1 48.438 top5 21.875 | Epoch: [2][504/553] Time 2.460 Data 0.001 Err 1.5305 top1 35.156 top5 14.844 | Epoch: [2][505/553] Time 2.442 Data 0.001 Err 1.6140 top1 37.500 top5 18.750 | Epoch: [2][506/553] Time 2.472 Data 0.001 Err 1.8846 top1 42.969 top5 22.656 | Epoch: [2][507/553] Time 2.513 Data 0.001 Err 1.4856 top1 36.719 top5 16.406 | Epoch: [2][508/553] Time 2.460 Data 0.002 Err 1.5906 top1 44.531 top5 15.625 | Epoch: [2][509/553] Time 2.446 Data 0.001 Err 1.6494 top1 42.969 top5 17.188 | Epoch: [2][510/553] Time 2.466 Data 0.001 Err 1.5421 top1 40.625 top5 16.406 | Epoch: [2][511/553] Time 2.493 Data 0.001 Err 1.8629 top1 44.531 top5 18.750 | Epoch: [2][512/553] Time 2.452 Data 0.001 Err 1.6181 top1 40.625 top5 14.844 | Epoch: [2][513/553] Time 2.460 Data 0.001 Err 1.5142 top1 39.844 top5 17.969 | Epoch: [2][514/553] Time 2.474 Data 0.001 Err 1.5102 top1 40.625 top5 14.844 | Epoch: [2][515/553] Time 2.455 Data 0.001 Err 1.5525 top1 39.062 top5 17.188 | Epoch: [2][516/553] Time 2.447 Data 0.001 Err 1.7370 top1 43.750 top5 18.750 | Epoch: [2][517/553] Time 2.446 Data 0.001 Err 1.6711 top1 41.406 top5 15.625 | Epoch: [2][518/553] Time 2.515 Data 0.001 Err 1.7528 top1 44.531 top5 19.531 | Epoch: [2][519/553] Time 2.494 Data 0.001 Err 1.7905 top1 42.969 top5 20.312 | Epoch: [2][520/553] Time 2.463 Data 0.001 Err 1.7628 top1 42.188 top5 18.750 | Epoch: [2][521/553] Time 2.476 Data 0.001 Err 1.3990 top1 35.938 top5 12.500 | Epoch: [2][522/553] Time 2.485 Data 0.001 Err 1.6536 top1 42.969 top5 17.188 | Epoch: [2][523/553] Time 2.449 Data 0.001 Err 1.6747 top1 44.531 top5 20.312 | Epoch: [2][524/553] Time 2.464 Data 0.001 Err 1.9201 top1 49.219 top5 23.438 | Epoch: [2][525/553] Time 2.473 Data 0.001 Err 1.6208 top1 41.406 top5 15.625 | Epoch: [2][526/553] Time 2.506 Data 0.001 Err 1.7469 top1 45.312 top5 19.531 | Epoch: [2][527/553] Time 2.453 Data 0.003 Err 1.5745 top1 42.188 top5 17.188 | Epoch: [2][528/553] Time 2.445 Data 0.001 Err 1.5455 top1 39.062 top5 15.625 | Epoch: [2][529/553] Time 2.474 Data 0.001 Err 1.7130 top1 39.844 top5 22.656 | Epoch: [2][530/553] Time 2.487 Data 0.001 Err 1.6440 top1 39.844 top5 17.969 | Epoch: [2][531/553] Time 2.452 Data 0.001 Err 1.6844 top1 43.750 top5 19.531 | Epoch: [2][532/553] Time 2.452 Data 0.001 Err 1.5995 top1 38.281 top5 14.062 | Epoch: [2][533/553] Time 2.462 Data 0.001 Err 1.3218 top1 31.250 top5 12.500 | Epoch: [2][534/553] Time 2.449 Data 0.001 Err 1.6317 top1 42.188 top5 18.750 | Epoch: [2][535/553] Time 2.449 Data 0.001 Err 1.4723 top1 40.625 top5 14.062 | Epoch: [2][536/553] Time 2.444 Data 0.001 Err 1.4311 top1 36.719 top5 14.062 | Epoch: [2][537/553] Time 2.436 Data 0.001 Err 1.5246 top1 37.500 top5 17.188 | Epoch: [2][538/553] Time 2.447 Data 0.001 Err 1.7891 top1 42.969 top5 21.094 | Epoch: [2][539/553] Time 2.446 Data 0.001 Err 1.4823 top1 37.500 top5 14.062 | Epoch: [2][540/553] Time 2.454 Data 0.001 Err 1.3789 top1 35.156 top5 16.406 | Epoch: [2][541/553] Time 2.455 Data 0.001 Err 1.7249 top1 42.188 top5 17.969 | Epoch: [2][542/553] Time 2.461 Data 0.001 Err 1.3152 top1 38.281 top5 13.281 | Epoch: [2][543/553] Time 2.451 Data 0.000 Err 1.9549 top1 50.000 top5 23.438 | Epoch: [2][544/553] Time 2.446 Data 0.004 Err 1.9461 top1 46.875 top5 24.219 | Epoch: [2][545/553] Time 2.470 Data 0.000 Err 1.4870 top1 41.406 top5 14.062 | Epoch: [2][546/553] Time 2.431 Data 0.000 Err 1.8352 top1 43.750 top5 22.656 | Epoch: [2][547/553] Time 2.439 Data 0.000 Err 1.7099 top1 49.219 top5 18.750 | Epoch: [2][548/553] Time 2.449 Data 0.000 Err 1.5038 top1 41.406 top5 15.625 | Epoch: [2][549/553] Time 2.447 Data 0.000 Err 1.9742 top1 47.656 top5 21.094 | Epoch: [2][550/553] Time 2.456 Data 0.000 Err 1.6412 top1 41.406 top5 18.750 | Epoch: [2][551/553] Time 2.454 Data 0.000 Err 1.6829 top1 39.844 top5 15.625 | Epoch: [2][552/553] Time 2.445 Data 0.000 Err 1.7179 top1 40.625 top5 18.750 | Epoch: [2][553/553] Time 1.026 Data 0.000 Err 1.9249 top1 45.455 top5 20.455 | Test: [2][1/198] Time 3.499 Data 2.695 top1 57.031 ( 57.031) top5 25.781 ( 25.781) | Test: [2][2/198] Time 0.722 Data 0.002 top1 57.812 ( 57.422) top5 28.125 ( 26.953) | Test: [2][3/198] Time 0.731 Data 0.000 top1 59.375 ( 58.073) top5 26.562 ( 26.823) | Test: [2][4/198] Time 0.718 Data 0.002 top1 61.719 ( 58.984) top5 31.250 ( 27.930) | Test: [2][5/198] Time 0.711 Data 0.001 top1 63.281 ( 59.844) top5 31.250 ( 28.594) | Test: [2][6/198] Time 0.717 Data 0.001 top1 64.844 ( 60.677) top5 31.250 ( 29.036) | Test: [2][7/198] Time 0.716 Data 0.000 top1 63.281 ( 61.049) top5 33.594 ( 29.688) | Test: [2][8/198] Time 0.714 Data 0.000 top1 64.062 ( 61.426) top5 35.938 ( 30.469) | Test: [2][9/198] Time 0.715 Data 0.001 top1 57.812 ( 61.024) top5 27.344 ( 30.122) | Test: [2][10/198] Time 0.710 Data 0.001 top1 67.188 ( 61.641) top5 28.906 ( 30.000) | Test: [2][11/198] Time 0.720 Data 0.000 top1 56.250 ( 61.151) top5 30.469 ( 30.043) | Test: [2][12/198] Time 0.718 Data 0.001 top1 58.594 ( 60.938) top5 30.469 ( 30.078) | Test: [2][13/198] Time 0.719 Data 0.001 top1 57.812 ( 60.697) top5 28.906 ( 29.988) | Test: [2][14/198] Time 0.717 Data 0.001 top1 64.844 ( 60.993) top5 33.594 ( 30.246) | Test: [2][15/198] Time 0.712 Data 0.000 top1 60.156 ( 60.938) top5 33.594 ( 30.469) | Test: [2][16/198] Time 0.718 Data 0.001 top1 64.844 ( 61.182) top5 30.469 ( 30.469) | Test: [2][17/198] Time 0.709 Data 0.001 top1 52.344 ( 60.662) top5 26.562 ( 30.239) | Test: [2][18/198] Time 0.727 Data 0.001 top1 59.375 ( 60.590) top5 29.688 ( 30.208) | Test: [2][19/198] Time 0.726 Data 0.002 top1 56.250 ( 60.362) top5 29.688 ( 30.181) | Test: [2][20/198] Time 0.722 Data 0.001 top1 67.188 ( 60.703) top5 38.281 ( 30.586) | Test: [2][21/198] Time 0.722 Data 0.001 top1 56.250 ( 60.491) top5 34.375 ( 30.766) | Test: [2][22/198] Time 0.720 Data 0.000 top1 58.594 ( 60.405) top5 25.000 ( 30.504) | Test: [2][23/198] Time 0.719 Data 0.001 top1 56.250 ( 60.224) top5 27.344 ( 30.367) | Test: [2][24/198] Time 0.712 Data 0.001 top1 60.938 ( 60.254) top5 28.125 ( 30.273) | Test: [2][25/198] Time 0.725 Data 0.001 top1 64.844 ( 60.438) top5 31.250 ( 30.312) | Test: [2][26/198] Time 0.713 Data 0.001 top1 60.156 ( 60.427) top5 32.031 ( 30.379) | Test: [2][27/198] Time 0.725 Data 0.001 top1 62.500 ( 60.503) top5 36.719 ( 30.613) | Test: [2][28/198] Time 0.722 Data 0.001 top1 63.281 ( 60.603) top5 35.156 ( 30.776) | Test: [2][29/198] Time 0.730 Data 0.001 top1 60.156 ( 60.587) top5 36.719 ( 30.981) | Test: [2][30/198] Time 0.728 Data 0.000 top1 55.469 ( 60.417) top5 25.781 ( 30.807) | Test: [2][31/198] Time 0.723 Data 0.001 top1 63.281 ( 60.509) top5 32.812 ( 30.872) | Test: [2][32/198] Time 0.726 Data 0.001 top1 62.500 ( 60.571) top5 36.719 ( 31.055) | Test: [2][33/198] Time 0.717 Data 0.001 top1 57.031 ( 60.464) top5 26.562 ( 30.919) | Test: [2][34/198] Time 0.716 Data 0.000 top1 64.062 ( 60.570) top5 35.938 ( 31.066) | Test: [2][35/198] Time 0.722 Data 0.001 top1 67.188 ( 60.759) top5 44.531 ( 31.451) | Test: [2][36/198] Time 0.719 Data 0.001 top1 73.438 ( 61.111) top5 42.188 ( 31.749) | Test: [2][37/198] Time 0.718 Data 0.001 top1 58.594 ( 61.043) top5 32.812 ( 31.778) | Test: [2][38/198] Time 0.727 Data 0.001 top1 57.031 ( 60.938) top5 28.906 ( 31.702) | Test: [2][39/198] Time 0.728 Data 0.000 top1 57.812 ( 60.857) top5 26.562 ( 31.571) | Test: [2][40/198] Time 0.720 Data 0.001 top1 67.969 ( 61.035) top5 39.062 ( 31.758) | Test: [2][41/198] Time 0.731 Data 0.001 top1 73.438 ( 61.338) top5 39.062 ( 31.936) | Test: [2][42/198] Time 0.720 Data 0.001 top1 63.281 ( 61.384) top5 29.688 ( 31.882) | Test: [2][43/198] Time 0.724 Data 0.000 top1 59.375 ( 61.337) top5 34.375 ( 31.940) | Test: [2][44/198] Time 0.733 Data 0.002 top1 57.812 ( 61.257) top5 29.688 ( 31.889) | Test: [2][45/198] Time 0.731 Data 0.001 top1 63.281 ( 61.302) top5 29.688 ( 31.840) | Test: [2][46/198] Time 0.773 Data 0.003 top1 56.250 ( 61.192) top5 31.250 ( 31.827) | Test: [2][47/198] Time 0.755 Data 0.001 top1 55.469 ( 61.070) top5 32.031 ( 31.832) | Test: [2][48/198] Time 0.728 Data 0.001 top1 59.375 ( 61.035) top5 31.250 ( 31.820) | Test: [2][49/198] Time 0.737 Data 0.001 top1 59.375 ( 61.001) top5 35.156 ( 31.888) | Test: [2][50/198] Time 0.723 Data 0.001 top1 66.406 ( 61.109) top5 35.938 ( 31.969) | Test: [2][51/198] Time 0.716 Data 0.001 top1 56.250 ( 61.014) top5 33.594 ( 32.001) | Test: [2][52/198] Time 0.718 Data 0.001 top1 57.812 ( 60.953) top5 32.031 ( 32.001) | Test: [2][53/198] Time 0.718 Data 0.001 top1 65.625 ( 61.041) top5 35.156 ( 32.061) | Test: [2][54/198] Time 0.723 Data 0.001 top1 58.594 ( 60.995) top5 30.469 ( 32.031) | Test: [2][55/198] Time 0.725 Data 0.001 top1 57.031 ( 60.923) top5 26.562 ( 31.932) | Test: [2][56/198] Time 0.715 Data 0.001 top1 55.469 ( 60.826) top5 22.656 ( 31.766) | Test: [2][57/198] Time 0.712 Data 0.001 top1 65.625 ( 60.910) top5 36.719 ( 31.853) | Test: [2][58/198] Time 0.717 Data 0.001 top1 57.031 ( 60.843) top5 34.375 ( 31.897) | Test: [2][59/198] Time 0.715 Data 0.001 top1 64.062 ( 60.898) top5 37.500 ( 31.992) | Test: [2][60/198] Time 0.715 Data 0.001 top1 50.000 ( 60.716) top5 25.781 ( 31.888) | Test: [2][61/198] Time 0.717 Data 0.001 top1 61.719 ( 60.733) top5 40.625 ( 32.031) | Test: [2][62/198] Time 0.719 Data 0.001 top1 60.938 ( 60.736) top5 32.812 ( 32.044) | Test: [2][63/198] Time 0.719 Data 0.001 top1 54.688 ( 60.640) top5 30.469 ( 32.019) | Test: [2][64/198] Time 0.723 Data 0.001 top1 64.062 ( 60.693) top5 32.031 ( 32.019) | Test: [2][65/198] Time 0.729 Data 0.001 top1 57.812 ( 60.649) top5 32.031 ( 32.019) | Test: [2][66/198] Time 0.728 Data 0.002 top1 64.844 ( 60.713) top5 34.375 ( 32.055) | Test: [2][67/198] Time 0.726 Data 0.001 top1 59.375 ( 60.693) top5 24.219 ( 31.938) | Test: [2][68/198] Time 0.733 Data 0.001 top1 59.375 ( 60.673) top5 29.688 ( 31.905) | Test: [2][69/198] Time 0.732 Data 0.001 top1 60.156 ( 60.666) top5 28.906 ( 31.861) | Test: [2][70/198] Time 0.727 Data 0.001 top1 64.062 ( 60.714) top5 34.375 ( 31.897) | Test: [2][71/198] Time 0.728 Data 0.000 top1 63.281 ( 60.750) top5 37.500 ( 31.976) | Test: [2][72/198] Time 0.734 Data 0.000 top1 62.500 ( 60.775) top5 35.938 ( 32.031) | Test: [2][73/198] Time 0.735 Data 0.001 top1 63.281 ( 60.809) top5 36.719 ( 32.095) | Test: [2][74/198] Time 0.735 Data 0.001 top1 57.031 ( 60.758) top5 28.906 ( 32.052) | Test: [2][75/198] Time 0.743 Data 0.003 top1 66.406 ( 60.833) top5 40.625 ( 32.167) | Test: [2][76/198] Time 0.721 Data 0.001 top1 60.938 ( 60.835) top5 35.938 ( 32.216) | Test: [2][77/198] Time 0.737 Data 0.001 top1 66.406 ( 60.907) top5 42.188 ( 32.346) | Test: [2][78/198] Time 0.734 Data 0.001 top1 67.188 ( 60.988) top5 38.281 ( 32.422) | Test: [2][79/198] Time 0.722 Data 0.001 top1 62.500 ( 61.007) top5 32.031 ( 32.417) | Test: [2][80/198] Time 0.721 Data 0.001 top1 59.375 ( 60.986) top5 35.156 ( 32.451) | Test: [2][81/198] Time 0.718 Data 0.000 top1 59.375 ( 60.966) top5 33.594 ( 32.465) | Test: [2][82/198] Time 0.718 Data 0.001 top1 65.625 ( 61.023) top5 35.938 ( 32.508) | Test: [2][83/198] Time 0.716 Data 0.001 top1 65.625 ( 61.079) top5 34.375 ( 32.530) | Test: [2][84/198] Time 0.719 Data 0.001 top1 58.594 ( 61.049) top5 25.000 ( 32.440) | Test: [2][85/198] Time 0.716 Data 0.001 top1 65.625 ( 61.103) top5 29.688 ( 32.408) | Test: [2][86/198] Time 0.724 Data 0.000 top1 50.781 ( 60.983) top5 32.031 ( 32.404) | Test: [2][87/198] Time 0.719 Data 0.001 top1 60.938 ( 60.982) top5 22.656 ( 32.292) | Test: [2][88/198] Time 0.740 Data 0.003 top1 64.062 ( 61.017) top5 33.594 ( 32.306) | Test: [2][89/198] Time 0.720 Data 0.001 top1 64.062 ( 61.052) top5 36.719 ( 32.356) | Test: [2][90/198] Time 0.723 Data 0.003 top1 59.375 ( 61.033) top5 28.125 ( 32.309) | Test: [2][91/198] Time 0.733 Data 0.001 top1 58.594 ( 61.006) top5 32.031 ( 32.306) | Test: [2][92/198] Time 0.719 Data 0.001 top1 55.469 ( 60.946) top5 30.469 ( 32.286) | Test: [2][93/198] Time 0.730 Data 0.001 top1 69.531 ( 61.038) top5 33.594 ( 32.300) | Test: [2][94/198] Time 0.725 Data 0.002 top1 60.156 ( 61.029) top5 27.344 ( 32.247) | Test: [2][95/198] Time 0.732 Data 0.001 top1 67.188 ( 61.094) top5 38.281 ( 32.311) | Test: [2][96/198] Time 0.729 Data 0.000 top1 57.812 ( 61.060) top5 36.719 ( 32.357) | Test: [2][97/198] Time 0.742 Data 0.001 top1 60.938 ( 61.058) top5 37.500 ( 32.410) | Test: [2][98/198] Time 0.723 Data 0.001 top1 64.062 ( 61.089) top5 31.250 ( 32.398) | Test: [2][99/198] Time 0.735 Data 0.001 top1 64.062 ( 61.119) top5 31.250 ( 32.386) | Test: [2][100/198] Time 0.738 Data 0.001 top1 61.719 ( 61.125) top5 31.250 ( 32.375) | Test: [2][101/198] Time 0.729 Data 0.001 top1 60.938 ( 61.123) top5 30.469 ( 32.356) | Test: [2][102/198] Time 0.725 Data 0.001 top1 64.844 ( 61.160) top5 32.031 ( 32.353) | Test: [2][103/198] Time 0.725 Data 0.001 top1 56.250 ( 61.112) top5 25.000 ( 32.282) | Test: [2][104/198] Time 0.734 Data 0.001 top1 60.938 ( 61.110) top5 29.688 ( 32.257) | Test: [2][105/198] Time 0.727 Data 0.001 top1 65.625 ( 61.153) top5 39.062 ( 32.321) | Test: [2][106/198] Time 0.728 Data 0.001 top1 61.719 ( 61.159) top5 32.812 ( 32.326) | Test: [2][107/198] Time 0.749 Data 0.001 top1 64.844 ( 61.193) top5 28.906 ( 32.294) | Test: [2][108/198] Time 0.724 Data 0.001 top1 65.625 ( 61.234) top5 31.250 ( 32.284) | Test: [2][109/198] Time 0.732 Data 0.001 top1 70.312 ( 61.317) top5 40.625 ( 32.361) | Test: [2][110/198] Time 0.717 Data 0.001 top1 60.156 ( 61.307) top5 27.344 ( 32.315) | Test: [2][111/198] Time 0.725 Data 0.000 top1 57.031 ( 61.268) top5 35.156 ( 32.341) | Test: [2][112/198] Time 0.717 Data 0.000 top1 70.312 ( 61.349) top5 42.969 ( 32.436) | Test: [2][113/198] Time 0.719 Data 0.001 top1 66.406 ( 61.394) top5 35.156 ( 32.460) | Test: [2][114/198] Time 0.715 Data 0.001 top1 56.250 ( 61.349) top5 31.250 ( 32.449) | Test: [2][115/198] Time 0.720 Data 0.001 top1 64.844 ( 61.379) top5 33.594 ( 32.459) | Test: [2][116/198] Time 0.712 Data 0.001 top1 60.938 ( 61.375) top5 34.375 ( 32.476) | Test: [2][117/198] Time 0.710 Data 0.001 top1 53.125 ( 61.305) top5 29.688 ( 32.452) | Test: [2][118/198] Time 0.726 Data 0.001 top1 58.594 ( 61.282) top5 32.812 ( 32.455) | Test: [2][119/198] Time 0.713 Data 0.001 top1 57.812 ( 61.253) top5 30.469 ( 32.438) | Test: [2][120/198] Time 0.713 Data 0.001 top1 64.844 ( 61.283) top5 38.281 ( 32.487) | Test: [2][121/198] Time 0.719 Data 0.001 top1 67.188 ( 61.331) top5 39.062 ( 32.541) | Test: [2][122/198] Time 0.721 Data 0.001 top1 63.281 ( 61.347) top5 33.594 ( 32.550) | Test: [2][123/198] Time 0.738 Data 0.001 top1 57.031 ( 61.312) top5 33.594 ( 32.558) | Test: [2][124/198] Time 0.732 Data 0.001 top1 64.844 ( 61.341) top5 35.938 ( 32.586) | Test: [2][125/198] Time 0.731 Data 0.001 top1 60.156 ( 61.331) top5 28.125 ( 32.550) | Test: [2][126/198] Time 0.746 Data 0.001 top1 63.281 ( 61.347) top5 30.469 ( 32.533) | Test: [2][127/198] Time 0.721 Data 0.001 top1 62.500 ( 61.356) top5 29.688 ( 32.511) | Test: [2][128/198] Time 0.727 Data 0.001 top1 63.281 ( 61.371) top5 33.594 ( 32.520) | Test: [2][129/198] Time 0.728 Data 0.001 top1 60.156 ( 61.361) top5 33.594 ( 32.528) | Test: [2][130/198] Time 0.734 Data 0.001 top1 66.406 ( 61.400) top5 29.688 ( 32.506) | Test: [2][131/198] Time 0.727 Data 0.001 top1 65.625 ( 61.432) top5 36.719 ( 32.538) | Test: [2][132/198] Time 0.731 Data 0.001 top1 60.156 ( 61.423) top5 31.250 ( 32.528) | Test: [2][133/198] Time 0.740 Data 0.001 top1 53.125 ( 61.360) top5 29.688 ( 32.507) | Test: [2][134/198] Time 0.728 Data 0.001 top1 71.094 ( 61.433) top5 40.625 ( 32.568) | Test: [2][135/198] Time 0.725 Data 0.001 top1 60.938 ( 61.429) top5 32.812 ( 32.569) | Test: [2][136/198] Time 0.727 Data 0.004 top1 60.938 ( 61.426) top5 27.344 ( 32.531) | Test: [2][137/198] Time 0.729 Data 0.001 top1 54.688 ( 61.377) top5 29.688 ( 32.510) | Test: [2][138/198] Time 0.721 Data 0.001 top1 66.406 ( 61.413) top5 43.750 ( 32.592) | Test: [2][139/198] Time 0.734 Data 0.001 top1 65.625 ( 61.443) top5 41.406 ( 32.655) | Test: [2][140/198] Time 0.716 Data 0.001 top1 60.938 ( 61.440) top5 29.688 ( 32.634) | Test: [2][141/198] Time 0.719 Data 0.001 top1 60.156 ( 61.431) top5 31.250 ( 32.624) | Test: [2][142/198] Time 0.721 Data 0.001 top1 61.719 ( 61.433) top5 31.250 ( 32.614) | Test: [2][143/198] Time 0.721 Data 0.001 top1 62.500 ( 61.440) top5 38.281 ( 32.654) | Test: [2][144/198] Time 0.717 Data 0.001 top1 60.156 ( 61.431) top5 30.469 ( 32.639) | Test: [2][145/198] Time 0.713 Data 0.001 top1 66.406 ( 61.466) top5 35.156 ( 32.656) | Test: [2][146/198] Time 0.717 Data 0.001 top1 60.156 ( 61.457) top5 34.375 ( 32.668) | Test: [2][147/198] Time 0.718 Data 0.001 top1 60.938 ( 61.453) top5 35.156 ( 32.685) | Test: [2][148/198] Time 0.732 Data 0.001 top1 64.844 ( 61.476) top5 29.688 ( 32.665) | Test: [2][149/198] Time 0.727 Data 0.001 top1 56.250 ( 61.441) top5 35.156 ( 32.681) | Test: [2][150/198] Time 0.731 Data 0.003 top1 58.594 ( 61.422) top5 30.469 ( 32.667) | Test: [2][151/198] Time 0.724 Data 0.001 top1 53.906 ( 61.372) top5 25.000 ( 32.616) | Test: [2][152/198] Time 0.723 Data 0.001 top1 59.375 ( 61.359) top5 21.875 ( 32.545) | Test: [2][153/198] Time 0.729 Data 0.001 top1 60.938 ( 61.356) top5 34.375 ( 32.557) | Test: [2][154/198] Time 0.756 Data 0.001 top1 64.062 ( 61.374) top5 32.812 ( 32.559) | Test: [2][155/198] Time 0.739 Data 0.001 top1 61.719 ( 61.376) top5 25.781 ( 32.515) | Test: [2][156/198] Time 0.735 Data 0.001 top1 55.469 ( 61.338) top5 28.125 ( 32.487) | Test: [2][157/198] Time 0.727 Data 0.001 top1 60.938 ( 61.336) top5 35.938 ( 32.509) | Test: [2][158/198] Time 0.733 Data 0.001 top1 60.938 ( 61.333) top5 21.875 ( 32.442) | Test: [2][159/198] Time 0.721 Data 0.001 top1 58.594 ( 61.316) top5 35.156 ( 32.459) | Test: [2][160/198] Time 0.717 Data 0.001 top1 53.906 ( 61.270) top5 26.562 ( 32.422) | Test: [2][161/198] Time 0.723 Data 0.001 top1 62.500 ( 61.277) top5 36.719 ( 32.449) | Test: [2][162/198] Time 0.730 Data 0.001 top1 57.031 ( 61.251) top5 31.250 ( 32.441) | Test: [2][163/198] Time 0.726 Data 0.001 top1 57.031 ( 61.225) top5 28.125 ( 32.415) | Test: [2][164/198] Time 0.747 Data 0.001 top1 64.062 ( 61.242) top5 39.844 ( 32.460) | Test: [2][165/198] Time 0.735 Data 0.003 top1 57.812 ( 61.222) top5 27.344 ( 32.429) | Test: [2][166/198] Time 0.726 Data 0.001 top1 64.844 ( 61.243) top5 36.719 ( 32.455) | Test: [2][167/198] Time 0.723 Data 0.001 top1 64.062 ( 61.260) top5 27.344 ( 32.424) | Test: [2][168/198] Time 0.711 Data 0.001 top1 60.938 ( 61.258) top5 35.156 ( 32.440) | Test: [2][169/198] Time 0.717 Data 0.001 top1 57.031 ( 61.233) top5 30.469 ( 32.429) | Test: [2][170/198] Time 0.715 Data 0.001 top1 60.938 ( 61.232) top5 30.469 ( 32.417) | Test: [2][171/198] Time 0.734 Data 0.001 top1 61.719 ( 61.234) top5 31.250 ( 32.410) | Test: [2][172/198] Time 0.719 Data 0.001 top1 65.625 ( 61.260) top5 35.938 ( 32.431) | Test: [2][173/198] Time 0.712 Data 0.001 top1 60.938 ( 61.258) top5 33.594 ( 32.438) | Test: [2][174/198] Time 0.715 Data 0.001 top1 64.844 ( 61.279) top5 35.938 ( 32.458) | Test: [2][175/198] Time 0.715 Data 0.001 top1 64.844 ( 61.299) top5 28.906 ( 32.438) | Test: [2][176/198] Time 0.714 Data 0.001 top1 57.031 ( 61.275) top5 32.812 ( 32.440) | Test: [2][177/198] Time 0.721 Data 0.001 top1 60.156 ( 61.269) top5 28.125 ( 32.415) | Test: [2][178/198] Time 0.729 Data 0.003 top1 61.719 ( 61.271) top5 32.031 ( 32.413) | Test: [2][179/198] Time 0.724 Data 0.001 top1 61.719 ( 61.274) top5 32.031 ( 32.411) | Test: [2][180/198] Time 0.724 Data 0.001 top1 56.250 ( 61.246) top5 32.031 ( 32.409) | Test: [2][181/198] Time 0.733 Data 0.001 top1 56.250 ( 61.218) top5 26.562 ( 32.377) | Test: [2][182/198] Time 0.727 Data 0.001 top1 66.406 ( 61.247) top5 38.281 ( 32.409) | Test: [2][183/198] Time 0.730 Data 0.001 top1 59.375 ( 61.236) top5 32.812 ( 32.411) | Test: [2][184/198] Time 0.731 Data 0.001 top1 62.500 ( 61.243) top5 37.500 ( 32.439) | Test: [2][185/198] Time 0.723 Data 0.001 top1 60.938 ( 61.242) top5 34.375 ( 32.449) | Test: [2][186/198] Time 0.717 Data 0.001 top1 59.375 ( 61.232) top5 32.031 ( 32.447) | Test: [2][187/198] Time 0.721 Data 0.001 top1 56.250 ( 61.205) top5 30.469 ( 32.436) | Test: [2][188/198] Time 0.720 Data 0.000 top1 61.719 ( 61.208) top5 32.031 ( 32.434) | Test: [2][189/198] Time 0.724 Data 0.000 top1 62.500 ( 61.214) top5 29.688 ( 32.420) | Test: [2][190/198] Time 0.734 Data 0.001 top1 63.281 ( 61.225) top5 30.469 ( 32.410) | Test: [2][191/198] Time 0.741 Data 0.000 top1 57.031 ( 61.203) top5 27.344 ( 32.383) | Test: [2][192/198] Time 0.725 Data 0.005 top1 57.031 ( 61.182) top5 27.344 ( 32.357) | Test: [2][193/198] Time 0.724 Data 0.000 top1 61.719 ( 61.184) top5 35.938 ( 32.375) | Test: [2][194/198] Time 0.723 Data 0.000 top1 64.844 ( 61.203) top5 36.719 ( 32.398) | Test: [2][195/198] Time 0.718 Data 0.000 top1 52.344 ( 61.158) top5 20.312 ( 32.336) | Test: [2][196/198] Time 0.254 Data 0.000 top1 52.941 ( 61.116) top5 20.588 ( 32.276) | Test: [2][197/198] Time 0.716 Data 0.000 top1 59.375 ( 61.107) top5 25.781 ( 32.243) | Test: [2][198/198] Time 0.714 Data 0.000 top1 59.375 ( 61.098) top5 35.156 ( 32.258) * Finished epoch # 2 top1: 61.098 top5: 32.258 * Best model 61.098345588235 32.257547905526 Epoch 3 => Training epoch # 3 | Epoch: [3][1/553] Time 4.795 Data 2.257 Err 1.5274 top1 36.719 top5 17.969 | Epoch: [3][2/553] Time 2.424 Data 0.001 Err 1.5477 top1 36.719 top5 17.188 | Epoch: [3][3/553] Time 2.448 Data 0.001 Err 1.8288 top1 44.531 top5 18.750 | Epoch: [3][4/553] Time 2.469 Data 0.001 Err 1.6007 top1 42.188 top5 17.188 | Epoch: [3][5/553] Time 2.439 Data 0.001 Err 1.5702 top1 36.719 top5 14.844 | Epoch: [3][6/553] Time 2.424 Data 0.000 Err 1.5364 top1 39.062 top5 15.625 | Epoch: [3][7/553] Time 2.427 Data 0.001 Err 1.3943 top1 39.062 top5 16.406 | Epoch: [3][8/553] Time 2.457 Data 0.001 Err 1.7628 top1 46.875 top5 18.750 | Epoch: [3][9/553] Time 2.447 Data 0.001 Err 1.8071 top1 47.656 top5 21.094 | Epoch: [3][10/553] Time 2.471 Data 0.001 Err 1.5739 top1 47.656 top5 15.625 | Epoch: [3][11/553] Time 2.501 Data 0.000 Err 1.7651 top1 39.844 top5 23.438 | Epoch: [3][12/553] Time 2.460 Data 0.001 Err 1.3578 top1 35.156 top5 14.844 | Epoch: [3][13/553] Time 2.432 Data 0.001 Err 1.7544 top1 47.656 top5 25.000 | Epoch: [3][14/553] Time 2.434 Data 0.001 Err 1.7114 top1 41.406 top5 21.875 | Epoch: [3][15/553] Time 2.453 Data 0.001 Err 1.6256 top1 38.281 top5 17.969 | Epoch: [3][16/553] Time 2.464 Data 0.000 Err 1.6363 top1 44.531 top5 15.625 | Epoch: [3][17/553] Time 2.440 Data 0.001 Err 1.4607 top1 42.188 top5 13.281 | Epoch: [3][18/553] Time 2.450 Data 0.001 Err 1.4255 top1 37.500 top5 11.719 | Epoch: [3][19/553] Time 2.454 Data 0.001 Err 1.4599 top1 36.719 top5 15.625 | Epoch: [3][20/553] Time 2.435 Data 0.001 Err 1.6586 top1 38.281 top5 18.750 | Epoch: [3][21/553] Time 2.436 Data 0.001 Err 1.4759 top1 36.719 top5 14.062 | Epoch: [3][22/553] Time 2.430 Data 0.001 Err 1.6798 top1 48.438 top5 19.531 | Epoch: [3][23/553] Time 2.444 Data 0.001 Err 1.4149 top1 39.062 top5 13.281 | Epoch: [3][24/553] Time 2.467 Data 0.001 Err 1.6309 top1 39.062 top5 16.406 | Epoch: [3][25/553] Time 2.488 Data 0.001 Err 1.4457 top1 42.969 top5 11.719 | Epoch: [3][26/553] Time 2.440 Data 0.001 Err 1.6061 top1 41.406 top5 18.750 | Epoch: [3][27/553] Time 2.440 Data 0.001 Err 1.4217 top1 38.281 top5 12.500 | Epoch: [3][28/553] Time 2.514 Data 0.001 Err 1.6135 top1 40.625 top5 16.406 | Epoch: [3][29/553] Time 2.466 Data 0.001 Err 1.4139 top1 34.375 top5 13.281 | Epoch: [3][30/553] Time 2.437 Data 0.001 Err 1.6362 top1 39.844 top5 17.969 | Epoch: [3][31/553] Time 2.448 Data 0.001 Err 1.6634 top1 46.094 top5 21.094 | Epoch: [3][32/553] Time 2.462 Data 0.001 Err 1.7265 top1 40.625 top5 21.094 | Epoch: [3][33/553] Time 2.460 Data 0.001 Err 1.6837 top1 38.281 top5 21.875 | Epoch: [3][34/553] Time 2.432 Data 0.001 Err 1.6049 top1 37.500 top5 18.750 | Epoch: [3][35/553] Time 2.464 Data 0.001 Err 1.7560 top1 43.750 top5 19.531 | Epoch: [3][36/553] Time 2.466 Data 0.001 Err 1.5427 top1 41.406 top5 15.625 | Epoch: [3][37/553] Time 2.437 Data 0.001 Err 1.6297 top1 36.719 top5 17.969 | Epoch: [3][38/553] Time 2.475 Data 0.001 Err 1.4936 top1 39.844 top5 12.500 | Epoch: [3][39/553] Time 2.472 Data 0.001 Err 1.5847 top1 39.062 top5 18.750 | Epoch: [3][40/553] Time 2.469 Data 0.001 Err 1.4347 top1 35.156 top5 14.062 | Epoch: [3][41/553] Time 2.448 Data 0.001 Err 1.4906 top1 43.750 top5 14.062 | Epoch: [3][42/553] Time 2.441 Data 0.000 Err 1.7536 top1 41.406 top5 22.656 | Epoch: [3][43/553] Time 2.456 Data 0.001 Err 1.5664 top1 42.969 top5 16.406 | Epoch: [3][44/553] Time 2.447 Data 0.001 Err 1.5886 top1 46.875 top5 17.188 | Epoch: [3][45/553] Time 2.438 Data 0.001 Err 1.7054 top1 47.656 top5 20.312 | Epoch: [3][46/553] Time 2.449 Data 0.001 Err 1.4725 top1 36.719 top5 16.406 | Epoch: [3][47/553] Time 2.480 Data 0.001 Err 1.4600 top1 40.625 top5 15.625 | Epoch: [3][48/553] Time 2.438 Data 0.001 Err 1.4781 top1 37.500 top5 17.188 | Epoch: [3][49/553] Time 2.454 Data 0.001 Err 1.5800 top1 39.062 top5 18.750 | Epoch: [3][50/553] Time 2.437 Data 0.001 Err 1.6429 top1 48.438 top5 15.625 | Epoch: [3][51/553] Time 2.457 Data 0.001 Err 1.4836 top1 35.156 top5 19.531 | Epoch: [3][52/553] Time 2.441 Data 0.001 Err 1.5443 top1 32.812 top5 16.406 | Epoch: [3][53/553] Time 2.452 Data 0.001 Err 1.8128 top1 42.969 top5 21.094 | Epoch: [3][54/553] Time 2.445 Data 0.001 Err 1.7004 top1 40.625 top5 15.625 | Epoch: [3][55/553] Time 2.481 Data 0.001 Err 1.7882 top1 46.094 top5 20.312 | Epoch: [3][56/553] Time 2.471 Data 0.001 Err 1.4987 top1 35.938 top5 15.625 | Epoch: [3][57/553] Time 2.438 Data 0.001 Err 1.7727 top1 44.531 top5 18.750 | Epoch: [3][58/553] Time 2.437 Data 0.001 Err 1.2414 top1 31.250 top5 12.500 | Epoch: [3][59/553] Time 2.468 Data 0.001 Err 1.4155 top1 32.031 top5 14.844 | Epoch: [3][60/553] Time 2.440 Data 0.001 Err 1.8352 top1 47.656 top5 20.312 | Epoch: [3][61/553] Time 2.467 Data 0.001 Err 1.7095 top1 46.875 top5 17.188 | Epoch: [3][62/553] Time 2.468 Data 0.001 Err 1.3807 top1 35.156 top5 13.281 | Epoch: [3][63/553] Time 2.467 Data 0.001 Err 1.2976 top1 33.594 top5 11.719 | Epoch: [3][64/553] Time 2.442 Data 0.001 Err 1.6651 top1 41.406 top5 18.750 | Epoch: [3][65/553] Time 2.437 Data 0.001 Err 1.2493 top1 41.406 top5 14.844 | Epoch: [3][66/553] Time 2.435 Data 0.001 Err 1.4032 top1 35.938 top5 14.062 | Epoch: [3][67/553] Time 2.451 Data 0.001 Err 1.6262 top1 37.500 top5 16.406 | Epoch: [3][68/553] Time 2.438 Data 0.001 Err 1.7273 top1 46.875 top5 22.656 | Epoch: [3][69/553] Time 2.444 Data 0.001 Err 1.7017 top1 45.312 top5 14.062 | Epoch: [3][70/553] Time 2.434 Data 0.001 Err 1.6427 top1 45.312 top5 15.625 | Epoch: [3][71/553] Time 2.433 Data 0.001 Err 1.7755 top1 48.438 top5 20.312 | Epoch: [3][72/553] Time 2.443 Data 0.001 Err 1.7970 top1 44.531 top5 21.094 | Epoch: [3][73/553] Time 2.466 Data 0.001 Err 1.5783 top1 39.062 top5 17.969 | Epoch: [3][74/553] Time 2.451 Data 0.001 Err 2.2344 top1 52.344 top5 24.219 | Epoch: [3][75/553] Time 2.436 Data 0.001 Err 2.0484 top1 44.531 top5 23.438 | Epoch: [3][76/553] Time 2.435 Data 0.001 Err 1.4449 top1 39.062 top5 13.281 | Epoch: [3][77/553] Time 2.450 Data 0.001 Err 1.5904 top1 37.500 top5 16.406 | Epoch: [3][78/553] Time 2.522 Data 0.001 Err 1.7662 top1 42.188 top5 19.531 | Epoch: [3][79/553] Time 2.472 Data 0.001 Err 1.7053 top1 42.969 top5 24.219 | Epoch: [3][80/553] Time 2.438 Data 0.000 Err 1.5544 top1 41.406 top5 17.969 | Epoch: [3][81/553] Time 2.493 Data 0.001 Err 1.5163 top1 37.500 top5 14.844 | Epoch: [3][82/553] Time 2.460 Data 0.001 Err 1.4396 top1 39.844 top5 14.062 | Epoch: [3][83/553] Time 2.468 Data 0.001 Err 1.4268 top1 30.469 top5 14.844 | Epoch: [3][84/553] Time 2.437 Data 0.001 Err 1.6303 top1 37.500 top5 21.094 | Epoch: [3][85/553] Time 2.487 Data 0.001 Err 1.6436 top1 38.281 top5 16.406 | Epoch: [3][86/553] Time 2.477 Data 0.001 Err 1.6347 top1 45.312 top5 18.750 | Epoch: [3][87/553] Time 2.484 Data 0.001 Err 1.6344 top1 41.406 top5 17.188 | Epoch: [3][88/553] Time 2.438 Data 0.001 Err 1.2400 top1 33.594 top5 12.500 | Epoch: [3][89/553] Time 2.477 Data 0.001 Err 1.5796 top1 39.844 top5 18.750 | Epoch: [3][90/553] Time 2.468 Data 0.001 Err 1.8320 top1 43.750 top5 22.656 | Epoch: [3][91/553] Time 2.480 Data 0.000 Err 1.6413 top1 42.188 top5 17.969 | Epoch: [3][92/553] Time 2.443 Data 0.001 Err 1.3896 top1 37.500 top5 16.406 | Epoch: [3][93/553] Time 2.472 Data 0.001 Err 1.7820 top1 44.531 top5 22.656 | Epoch: [3][94/553] Time 2.488 Data 0.001 Err 1.4459 top1 37.500 top5 16.406 | Epoch: [3][95/553] Time 2.474 Data 0.001 Err 1.6841 top1 42.969 top5 17.969 | Epoch: [3][96/553] Time 2.440 Data 0.001 Err 1.3440 top1 33.594 top5 16.406 | Epoch: [3][97/553] Time 2.501 Data 0.001 Err 1.4518 top1 41.406 top5 14.062 | Epoch: [3][98/553] Time 2.493 Data 0.001 Err 1.5164 top1 38.281 top5 18.750 | Epoch: [3][99/553] Time 2.448 Data 0.001 Err 1.4764 top1 36.719 top5 13.281 | Epoch: [3][100/553] Time 2.437 Data 0.001 Err 1.4973 top1 40.625 top5 14.062 | Epoch: [3][101/553] Time 2.478 Data 0.001 Err 1.6398 top1 40.625 top5 17.969 | Epoch: [3][102/553] Time 2.474 Data 0.001 Err 1.7066 top1 44.531 top5 20.312 | Epoch: [3][103/553] Time 2.440 Data 0.001 Err 1.7044 top1 42.969 top5 17.969 | Epoch: [3][104/553] Time 2.453 Data 0.001 Err 1.4166 top1 42.969 top5 12.500 | Epoch: [3][105/553] Time 2.435 Data 0.001 Err 1.5972 top1 36.719 top5 18.750 | Epoch: [3][106/553] Time 2.447 Data 0.001 Err 1.3990 top1 37.500 top5 13.281 | Epoch: [3][107/553] Time 2.446 Data 0.001 Err 1.3857 top1 33.594 top5 10.938 | Epoch: [3][108/553] Time 2.437 Data 0.001 Err 1.6169 top1 42.188 top5 15.625 | Epoch: [3][109/553] Time 2.452 Data 0.001 Err 1.2349 top1 31.250 top5 12.500 | Epoch: [3][110/553] Time 2.452 Data 0.000 Err 1.6307 top1 44.531 top5 16.406 | Epoch: [3][111/553] Time 2.500 Data 0.001 Err 1.5402 top1 39.062 top5 19.531 | Epoch: [3][112/553] Time 2.444 Data 0.001 Err 1.4522 top1 38.281 top5 17.188 | Epoch: [3][113/553] Time 2.446 Data 0.001 Err 1.5871 top1 40.625 top5 18.750 | Epoch: [3][114/553] Time 2.467 Data 0.001 Err 1.4642 top1 38.281 top5 15.625 | Epoch: [3][115/553] Time 2.444 Data 0.001 Err 1.4947 top1 39.062 top5 12.500 | Epoch: [3][116/553] Time 2.439 Data 0.001 Err 1.4198 top1 36.719 top5 13.281 | Epoch: [3][117/553] Time 2.510 Data 0.001 Err 1.5108 top1 39.062 top5 15.625 | Epoch: [3][118/553] Time 2.431 Data 0.001 Err 1.5850 top1 38.281 top5 21.875 | Epoch: [3][119/553] Time 2.444 Data 0.001 Err 1.4711 top1 37.500 top5 16.406 | Epoch: [3][120/553] Time 2.438 Data 0.001 Err 1.8893 top1 52.344 top5 16.406 | Epoch: [3][121/553] Time 2.476 Data 0.001 Err 1.7889 top1 44.531 top5 21.094 | Epoch: [3][122/553] Time 2.524 Data 0.001 Err 1.1173 top1 31.250 top5 12.500 | Epoch: [3][123/553] Time 2.495 Data 0.001 Err 1.5655 top1 38.281 top5 14.062 | Epoch: [3][124/553] Time 2.434 Data 0.001 Err 1.4068 top1 34.375 top5 17.188 | Epoch: [3][125/553] Time 2.458 Data 0.001 Err 1.5988 top1 38.281 top5 17.188 | Epoch: [3][126/553] Time 2.450 Data 0.001 Err 1.4084 top1 35.156 top5 10.938 | Epoch: [3][127/553] Time 2.440 Data 0.001 Err 1.3857 top1 36.719 top5 15.625 | Epoch: [3][128/553] Time 2.438 Data 0.001 Err 1.7528 top1 47.656 top5 14.844 | Epoch: [3][129/553] Time 2.459 Data 0.001 Err 1.1870 top1 30.469 top5 14.844 | Epoch: [3][130/553] Time 2.511 Data 0.001 Err 1.3800 top1 35.938 top5 17.188 | Epoch: [3][131/553] Time 2.458 Data 0.001 Err 1.7856 top1 46.875 top5 21.875 | Epoch: [3][132/553] Time 2.438 Data 0.001 Err 1.3722 top1 29.688 top5 14.062 | Epoch: [3][133/553] Time 2.444 Data 0.001 Err 1.6161 top1 38.281 top5 19.531 | Epoch: [3][134/553] Time 2.443 Data 0.001 Err 1.4700 top1 39.062 top5 16.406 | Epoch: [3][135/553] Time 2.472 Data 0.001 Err 1.6567 top1 42.188 top5 16.406 | Epoch: [3][136/553] Time 2.478 Data 0.001 Err 1.6234 top1 38.281 top5 16.406 | Epoch: [3][137/553] Time 2.442 Data 0.001 Err 1.6792 top1 42.188 top5 17.188 | Epoch: [3][138/553] Time 2.465 Data 0.001 Err 1.7112 top1 42.969 top5 17.188 | Epoch: [3][139/553] Time 2.470 Data 0.001 Err 1.8110 top1 41.406 top5 20.312 | Epoch: [3][140/553] Time 2.437 Data 0.001 Err 1.4436 top1 39.062 top5 13.281 | Epoch: [3][141/553] Time 2.442 Data 0.001 Err 1.4996 top1 39.062 top5 14.844 | Epoch: [3][142/553] Time 2.461 Data 0.001 Err 1.6135 top1 39.062 top5 21.094 | Epoch: [3][143/553] Time 2.439 Data 0.001 Err 1.8980 top1 39.062 top5 22.656 | Epoch: [3][144/553] Time 2.454 Data 0.001 Err 1.5296 top1 40.625 top5 16.406 | Epoch: [3][145/553] Time 2.452 Data 0.001 Err 1.6531 top1 44.531 top5 17.969 | Epoch: [3][146/553] Time 2.468 Data 0.001 Err 1.8360 top1 43.750 top5 19.531 | Epoch: [3][147/553] Time 2.439 Data 0.001 Err 1.5283 top1 35.938 top5 19.531 | Epoch: [3][148/553] Time 2.438 Data 0.001 Err 1.5438 top1 35.938 top5 14.062 | Epoch: [3][149/553] Time 2.441 Data 0.001 Err 1.5849 top1 40.625 top5 21.094 | Epoch: [3][150/553] Time 2.462 Data 0.001 Err 1.4239 top1 33.594 top5 13.281 | Epoch: [3][151/553] Time 2.441 Data 0.001 Err 1.6607 top1 39.844 top5 17.969 | Epoch: [3][152/553] Time 2.482 Data 0.001 Err 1.3511 top1 34.375 top5 15.625 | Epoch: [3][153/553] Time 2.474 Data 0.001 Err 1.3626 top1 32.031 top5 14.844 | Epoch: [3][154/553] Time 2.440 Data 0.001 Err 1.3250 top1 34.375 top5 14.062 | Epoch: [3][155/553] Time 2.440 Data 0.001 Err 1.3516 top1 36.719 top5 11.719 | Epoch: [3][156/553] Time 2.451 Data 0.001 Err 1.7825 top1 44.531 top5 20.312 | Epoch: [3][157/553] Time 2.445 Data 0.001 Err 1.5526 top1 38.281 top5 19.531 | Epoch: [3][158/553] Time 2.437 Data 0.001 Err 1.3923 top1 33.594 top5 17.188 | Epoch: [3][159/553] Time 2.448 Data 0.001 Err 1.4072 top1 33.594 top5 14.844 | Epoch: [3][160/553] Time 2.451 Data 0.001 Err 1.4493 top1 35.938 top5 16.406 | Epoch: [3][161/553] Time 2.488 Data 0.001 Err 1.5052 top1 42.188 top5 12.500 | Epoch: [3][162/553] Time 2.473 Data 0.001 Err 1.8306 top1 47.656 top5 18.750 | Epoch: [3][163/553] Time 2.439 Data 0.001 Err 1.5073 top1 39.062 top5 17.188 | Epoch: [3][164/553] Time 2.440 Data 0.000 Err 1.4177 top1 37.500 top5 14.844 | Epoch: [3][165/553] Time 2.435 Data 0.000 Err 1.2915 top1 31.250 top5 14.062 | Epoch: [3][166/553] Time 2.440 Data 0.001 Err 1.3174 top1 36.719 top5 8.594 | Epoch: [3][167/553] Time 2.448 Data 0.001 Err 1.5593 top1 38.281 top5 16.406 | Epoch: [3][168/553] Time 2.444 Data 0.001 Err 1.1985 top1 29.688 top5 12.500 | Epoch: [3][169/553] Time 2.458 Data 0.001 Err 1.3688 top1 36.719 top5 11.719 | Epoch: [3][170/553] Time 2.442 Data 0.001 Err 1.5226 top1 39.062 top5 15.625 | Epoch: [3][171/553] Time 2.446 Data 0.001 Err 1.4626 top1 39.844 top5 16.406 | Epoch: [3][172/553] Time 2.502 Data 0.001 Err 1.5032 top1 47.656 top5 17.188 | Epoch: [3][173/553] Time 2.446 Data 0.001 Err 1.3989 top1 37.500 top5 14.062 | Epoch: [3][174/553] Time 2.442 Data 0.001 Err 1.5769 top1 38.281 top5 17.969 | Epoch: [3][175/553] Time 2.443 Data 0.001 Err 1.5433 top1 38.281 top5 16.406 | Epoch: [3][176/553] Time 2.439 Data 0.001 Err 1.6302 top1 42.969 top5 20.312 | Epoch: [3][177/553] Time 2.449 Data 0.001 Err 1.4953 top1 36.719 top5 14.844 | Epoch: [3][178/553] Time 2.445 Data 0.001 Err 1.6535 top1 40.625 top5 16.406 | Epoch: [3][179/553] Time 2.451 Data 0.001 Err 1.4918 top1 35.156 top5 14.844 | Epoch: [3][180/553] Time 2.439 Data 0.001 Err 1.5363 top1 35.938 top5 18.750 | Epoch: [3][181/553] Time 2.447 Data 0.001 Err 1.2600 top1 32.812 top5 11.719 | Epoch: [3][182/553] Time 2.483 Data 0.001 Err 1.5846 top1 41.406 top5 21.094 | Epoch: [3][183/553] Time 2.437 Data 0.001 Err 1.5072 top1 39.062 top5 14.062 | Epoch: [3][184/553] Time 2.441 Data 0.001 Err 1.3710 top1 34.375 top5 14.062 | Epoch: [3][185/553] Time 2.435 Data 0.001 Err 1.3648 top1 35.938 top5 14.062 | Epoch: [3][186/553] Time 2.480 Data 0.001 Err 1.4008 top1 36.719 top5 15.625 | Epoch: [3][187/553] Time 2.439 Data 0.001 Err 1.5011 top1 35.938 top5 14.844 | Epoch: [3][188/553] Time 2.488 Data 0.001 Err 1.7861 top1 44.531 top5 20.312 | Epoch: [3][189/553] Time 2.475 Data 0.001 Err 1.5580 top1 42.188 top5 16.406 | Epoch: [3][190/553] Time 2.433 Data 0.001 Err 1.5156 top1 36.719 top5 19.531 | Epoch: [3][191/553] Time 2.454 Data 0.001 Err 1.4082 top1 34.375 top5 12.500 | Epoch: [3][192/553] Time 2.445 Data 0.001 Err 1.8223 top1 39.844 top5 21.094 | Epoch: [3][193/553] Time 2.439 Data 0.001 Err 1.5543 top1 40.625 top5 18.750 | Epoch: [3][194/553] Time 2.442 Data 0.001 Err 1.5800 top1 42.188 top5 13.281 | Epoch: [3][195/553] Time 2.448 Data 0.001 Err 1.6919 top1 39.062 top5 20.312 | Epoch: [3][196/553] Time 2.447 Data 0.001 Err 1.4804 top1 34.375 top5 13.281 | Epoch: [3][197/553] Time 2.457 Data 0.001 Err 1.5292 top1 36.719 top5 17.188 | Epoch: [3][198/553] Time 2.441 Data 0.001 Err 1.7564 top1 44.531 top5 24.219 | Epoch: [3][199/553] Time 2.447 Data 0.001 Err 1.8018 top1 43.750 top5 21.094 | Epoch: [3][200/553] Time 2.443 Data 0.001 Err 1.4398 top1 36.719 top5 15.625 | Epoch: [3][201/553] Time 2.447 Data 0.001 Err 1.5110 top1 34.375 top5 14.844 | Epoch: [3][202/553] Time 2.448 Data 0.001 Err 1.5538 top1 39.844 top5 17.969 | Epoch: [3][203/553] Time 2.433 Data 0.001 Err 1.2409 top1 31.250 top5 12.500 | Epoch: [3][204/553] Time 2.463 Data 0.001 Err 1.5251 top1 37.500 top5 16.406 | Epoch: [3][205/553] Time 2.480 Data 0.000 Err 1.5084 top1 37.500 top5 17.969 | Epoch: [3][206/553] Time 2.442 Data 0.001 Err 1.2933 top1 32.812 top5 9.375 | Epoch: [3][207/553] Time 2.470 Data 0.001 Err 1.5684 top1 37.500 top5 17.188 | Epoch: [3][208/553] Time 2.468 Data 0.001 Err 1.6112 top1 38.281 top5 19.531 | Epoch: [3][209/553] Time 2.479 Data 0.001 Err 1.2862 top1 34.375 top5 14.844 | Epoch: [3][210/553] Time 2.438 Data 0.001 Err 1.3924 top1 35.156 top5 14.062 | Epoch: [3][211/553] Time 2.440 Data 0.001 Err 1.2873 top1 32.812 top5 10.938 | Epoch: [3][212/553] Time 2.458 Data 0.001 Err 1.5570 top1 42.969 top5 15.625 | Epoch: [3][213/553] Time 2.446 Data 0.001 Err 1.4600 top1 31.250 top5 17.188 | Epoch: [3][214/553] Time 2.442 Data 0.001 Err 1.4382 top1 35.938 top5 13.281 | Epoch: [3][215/553] Time 2.439 Data 0.001 Err 1.5236 top1 33.594 top5 19.531 | Epoch: [3][216/553] Time 2.514 Data 0.001 Err 1.6475 top1 41.406 top5 14.844 | Epoch: [3][217/553] Time 2.461 Data 0.001 Err 1.5788 top1 42.188 top5 17.969 | Epoch: [3][218/553] Time 2.449 Data 0.001 Err 1.4909 top1 38.281 top5 15.625 | Epoch: [3][219/553] Time 2.437 Data 0.001 Err 1.6264 top1 42.188 top5 18.750 | Epoch: [3][220/553] Time 2.478 Data 0.001 Err 1.5662 top1 41.406 top5 17.188 | Epoch: [3][221/553] Time 2.465 Data 0.001 Err 1.5573 top1 37.500 top5 19.531 | Epoch: [3][222/553] Time 2.434 Data 0.001 Err 1.5073 top1 40.625 top5 10.938 | Epoch: [3][223/553] Time 2.440 Data 0.001 Err 1.6834 top1 39.844 top5 21.094 | Epoch: [3][224/553] Time 2.508 Data 0.001 Err 1.4719 top1 35.156 top5 17.188 | Epoch: [3][225/553] Time 2.447 Data 0.001 Err 1.5995 top1 39.844 top5 18.750 | Epoch: [3][226/553] Time 2.439 Data 0.001 Err 1.5067 top1 42.188 top5 12.500 | Epoch: [3][227/553] Time 2.456 Data 0.001 Err 1.3615 top1 37.500 top5 14.062 | Epoch: [3][228/553] Time 2.442 Data 0.001 Err 1.5839 top1 38.281 top5 18.750 | Epoch: [3][229/553] Time 2.463 Data 0.001 Err 1.5160 top1 39.062 top5 17.188 | Epoch: [3][230/553] Time 2.448 Data 0.001 Err 1.5670 top1 42.188 top5 10.156 | Epoch: [3][231/553] Time 2.498 Data 0.001 Err 1.5191 top1 38.281 top5 14.062 | Epoch: [3][232/553] Time 2.453 Data 0.001 Err 1.3579 top1 32.812 top5 13.281 | Epoch: [3][233/553] Time 2.468 Data 0.000 Err 1.5499 top1 37.500 top5 18.750 | Epoch: [3][234/553] Time 2.441 Data 0.000 Err 1.3835 top1 37.500 top5 13.281 | Epoch: [3][235/553] Time 2.459 Data 0.001 Err 1.8329 top1 46.094 top5 21.094 | Epoch: [3][236/553] Time 2.512 Data 0.001 Err 1.7633 top1 47.656 top5 18.750 | Epoch: [3][237/553] Time 2.480 Data 0.001 Err 1.4419 top1 35.156 top5 12.500 | Epoch: [3][238/553] Time 2.501 Data 0.001 Err 1.6008 top1 42.969 top5 19.531 | Epoch: [3][239/553] Time 2.511 Data 0.001 Err 1.4306 top1 35.938 top5 18.750 | Epoch: [3][240/553] Time 2.470 Data 0.001 Err 1.3889 top1 39.844 top5 11.719 | Epoch: [3][241/553] Time 2.464 Data 0.001 Err 1.5248 top1 42.188 top5 13.281 | Epoch: [3][242/553] Time 2.450 Data 0.001 Err 1.5864 top1 42.969 top5 14.844 | Epoch: [3][243/553] Time 2.441 Data 0.001 Err 1.1948 top1 31.250 top5 12.500 | Epoch: [3][244/553] Time 2.446 Data 0.001 Err 1.4196 top1 34.375 top5 15.625 | Epoch: [3][245/553] Time 2.462 Data 0.001 Err 1.4158 top1 36.719 top5 12.500 | Epoch: [3][246/553] Time 2.446 Data 0.001 Err 1.4485 top1 38.281 top5 12.500 | Epoch: [3][247/553] Time 2.445 Data 0.001 Err 1.2357 top1 34.375 top5 10.156 | Epoch: [3][248/553] Time 2.478 Data 0.001 Err 1.6924 top1 42.969 top5 17.969 | Epoch: [3][249/553] Time 2.483 Data 0.001 Err 1.2290 top1 33.594 top5 8.594 | Epoch: [3][250/553] Time 2.463 Data 0.001 Err 1.6154 top1 40.625 top5 16.406 | Epoch: [3][251/553] Time 2.459 Data 0.001 Err 1.5077 top1 40.625 top5 16.406 | Epoch: [3][252/553] Time 2.511 Data 0.001 Err 1.5018 top1 34.375 top5 18.750 | Epoch: [3][253/553] Time 2.504 Data 0.001 Err 1.5785 top1 44.531 top5 17.188 | Epoch: [3][254/553] Time 2.462 Data 0.001 Err 1.4952 top1 41.406 top5 15.625 | Epoch: [3][255/553] Time 2.460 Data 0.001 Err 1.6282 top1 39.062 top5 21.094 | Epoch: [3][256/553] Time 2.474 Data 0.001 Err 1.3870 top1 34.375 top5 13.281 | Epoch: [3][257/553] Time 2.430 Data 0.001 Err 1.2563 top1 34.375 top5 8.594 | Epoch: [3][258/553] Time 2.446 Data 0.001 Err 1.8494 top1 42.188 top5 21.094 | Epoch: [3][259/553] Time 2.461 Data 0.000 Err 1.7911 top1 39.844 top5 25.781 | Epoch: [3][260/553] Time 2.464 Data 0.000 Err 1.4685 top1 39.844 top5 14.062 | Epoch: [3][261/553] Time 2.493 Data 0.001 Err 1.3232 top1 36.719 top5 12.500 | Epoch: [3][262/553] Time 2.454 Data 0.001 Err 1.2340 top1 31.250 top5 10.938 | Epoch: [3][263/553] Time 2.464 Data 0.000 Err 1.7160 top1 45.312 top5 17.969 | Epoch: [3][264/553] Time 2.456 Data 0.001 Err 1.4656 top1 33.594 top5 13.281 | Epoch: [3][265/553] Time 2.440 Data 0.001 Err 1.6464 top1 39.062 top5 16.406 | Epoch: [3][266/553] Time 2.450 Data 0.001 Err 1.5994 top1 39.844 top5 18.750 | Epoch: [3][267/553] Time 2.485 Data 0.001 Err 1.4326 top1 35.938 top5 17.969 | Epoch: [3][268/553] Time 2.475 Data 0.001 Err 1.4619 top1 36.719 top5 13.281 | Epoch: [3][269/553] Time 2.463 Data 0.001 Err 1.7631 top1 48.438 top5 17.969 | Epoch: [3][270/553] Time 2.463 Data 0.001 Err 1.3487 top1 33.594 top5 10.938 | Epoch: [3][271/553] Time 2.445 Data 0.001 Err 1.5477 top1 38.281 top5 13.281 | Epoch: [3][272/553] Time 2.434 Data 0.001 Err 1.9395 top1 44.531 top5 21.875 | Epoch: [3][273/553] Time 2.467 Data 0.001 Err 1.5912 top1 45.312 top5 21.094 | Epoch: [3][274/553] Time 2.464 Data 0.001 Err 1.5698 top1 42.969 top5 16.406 | Epoch: [3][275/553] Time 2.467 Data 0.001 Err 1.4369 top1 35.938 top5 11.719 | Epoch: [3][276/553] Time 2.471 Data 0.001 Err 1.6187 top1 43.750 top5 15.625 | Epoch: [3][277/553] Time 2.441 Data 0.001 Err 1.3330 top1 32.812 top5 14.062 | Epoch: [3][278/553] Time 2.444 Data 0.001 Err 1.5600 top1 40.625 top5 17.188 | Epoch: [3][279/553] Time 2.473 Data 0.001 Err 1.6413 top1 40.625 top5 17.188 | Epoch: [3][280/553] Time 2.442 Data 0.000 Err 1.3060 top1 37.500 top5 13.281 | Epoch: [3][281/553] Time 2.460 Data 0.001 Err 1.6173 top1 37.500 top5 17.969 | Epoch: [3][282/553] Time 2.436 Data 0.001 Err 1.3351 top1 33.594 top5 16.406 | Epoch: [3][283/553] Time 2.432 Data 0.001 Err 1.5618 top1 35.938 top5 15.625 | Epoch: [3][284/553] Time 2.444 Data 0.001 Err 1.3537 top1 37.500 top5 14.844 | Epoch: [3][285/553] Time 2.444 Data 0.001 Err 1.2220 top1 32.031 top5 8.594 | Epoch: [3][286/553] Time 2.501 Data 0.001 Err 1.6084 top1 42.188 top5 17.969 | Epoch: [3][287/553] Time 2.459 Data 0.001 Err 1.5393 top1 35.156 top5 17.969 | Epoch: [3][288/553] Time 2.435 Data 0.001 Err 1.4916 top1 38.281 top5 14.844 | Epoch: [3][289/553] Time 2.457 Data 0.001 Err 1.6318 top1 35.938 top5 19.531 | Epoch: [3][290/553] Time 2.446 Data 0.001 Err 1.4767 top1 35.938 top5 16.406 | Epoch: [3][291/553] Time 2.438 Data 0.000 Err 1.8750 top1 42.969 top5 19.531 | Epoch: [3][292/553] Time 2.444 Data 0.001 Err 1.6994 top1 46.094 top5 20.312 | Epoch: [3][293/553] Time 2.436 Data 0.001 Err 1.4870 top1 39.844 top5 13.281 | Epoch: [3][294/553] Time 2.486 Data 0.001 Err 1.4427 top1 39.062 top5 15.625 | Epoch: [3][295/553] Time 2.438 Data 0.001 Err 1.3856 top1 33.594 top5 14.062 | Epoch: [3][296/553] Time 2.438 Data 0.001 Err 1.6999 top1 39.062 top5 18.750 | Epoch: [3][297/553] Time 2.451 Data 0.001 Err 1.7561 top1 42.188 top5 21.094 | Epoch: [3][298/553] Time 2.479 Data 0.001 Err 1.4191 top1 34.375 top5 14.062 | Epoch: [3][299/553] Time 2.470 Data 0.001 Err 1.6906 top1 39.844 top5 15.625 | Epoch: [3][300/553] Time 2.432 Data 0.001 Err 1.3456 top1 41.406 top5 14.844 | Epoch: [3][301/553] Time 2.441 Data 0.001 Err 1.2110 top1 28.125 top5 10.156 | Epoch: [3][302/553] Time 2.472 Data 0.001 Err 1.5397 top1 40.625 top5 13.281 | Epoch: [3][303/553] Time 2.468 Data 0.001 Err 1.5476 top1 36.719 top5 17.969 | Epoch: [3][304/553] Time 2.441 Data 0.001 Err 1.8740 top1 46.094 top5 17.969 | Epoch: [3][305/553] Time 2.466 Data 0.001 Err 1.6018 top1 40.625 top5 13.281 | Epoch: [3][306/553] Time 2.476 Data 0.001 Err 1.3195 top1 33.594 top5 14.062 | Epoch: [3][307/553] Time 2.455 Data 0.001 Err 1.6149 top1 39.062 top5 21.875 | Epoch: [3][308/553] Time 2.438 Data 0.001 Err 1.5388 top1 39.062 top5 15.625 | Epoch: [3][309/553] Time 2.446 Data 0.001 Err 1.7389 top1 46.094 top5 20.312 | Epoch: [3][310/553] Time 2.468 Data 0.001 Err 1.6489 top1 39.844 top5 17.969 | Epoch: [3][311/553] Time 2.477 Data 0.001 Err 1.9219 top1 48.438 top5 21.875 | Epoch: [3][312/553] Time 2.446 Data 0.001 Err 1.3131 top1 35.156 top5 11.719 | Epoch: [3][313/553] Time 2.483 Data 0.001 Err 1.4469 top1 38.281 top5 11.719 | Epoch: [3][314/553] Time 2.502 Data 0.001 Err 1.5983 top1 39.844 top5 15.625 | Epoch: [3][315/553] Time 2.531 Data 0.001 Err 1.4371 top1 42.969 top5 13.281 | Epoch: [3][316/553] Time 2.471 Data 0.001 Err 1.4569 top1 38.281 top5 15.625 | Epoch: [3][317/553] Time 2.441 Data 0.001 Err 1.4677 top1 32.812 top5 14.844 | Epoch: [3][318/553] Time 2.461 Data 0.001 Err 1.7469 top1 36.719 top5 17.969 | Epoch: [3][319/553] Time 2.515 Data 0.001 Err 1.5146 top1 39.844 top5 12.500 | Epoch: [3][320/553] Time 2.460 Data 0.001 Err 1.3876 top1 41.406 top5 16.406 | Epoch: [3][321/553] Time 2.446 Data 0.001 Err 1.5870 top1 39.062 top5 15.625 | Epoch: [3][322/553] Time 2.481 Data 0.001 Err 1.6395 top1 42.188 top5 14.844 | Epoch: [3][323/553] Time 2.453 Data 0.001 Err 1.4704 top1 39.062 top5 15.625 | Epoch: [3][324/553] Time 2.484 Data 0.001 Err 1.6214 top1 42.188 top5 20.312 | Epoch: [3][325/553] Time 2.443 Data 0.001 Err 1.7605 top1 38.281 top5 17.188 | Epoch: [3][326/553] Time 2.440 Data 0.001 Err 1.3174 top1 31.250 top5 14.062 | Epoch: [3][327/553] Time 2.441 Data 0.001 Err 1.3914 top1 36.719 top5 14.844 | Epoch: [3][328/553] Time 2.438 Data 0.001 Err 1.6315 top1 42.188 top5 21.094 | Epoch: [3][329/553] Time 2.444 Data 0.001 Err 1.5321 top1 39.062 top5 17.188 | Epoch: [3][330/553] Time 2.437 Data 0.001 Err 1.6058 top1 42.188 top5 15.625 | Epoch: [3][331/553] Time 2.455 Data 0.001 Err 1.5273 top1 42.969 top5 14.062 | Epoch: [3][332/553] Time 2.448 Data 0.000 Err 1.5828 top1 41.406 top5 16.406 | Epoch: [3][333/553] Time 2.458 Data 0.001 Err 1.3008 top1 30.469 top5 14.844 | Epoch: [3][334/553] Time 2.431 Data 0.001 Err 1.3585 top1 34.375 top5 14.062 | Epoch: [3][335/553] Time 2.436 Data 0.001 Err 1.6166 top1 41.406 top5 18.750 | Epoch: [3][336/553] Time 2.449 Data 0.001 Err 1.8665 top1 46.875 top5 19.531 | Epoch: [3][337/553] Time 2.433 Data 0.001 Err 1.2763 top1 34.375 top5 10.156 | Epoch: [3][338/553] Time 2.462 Data 0.001 Err 1.6017 top1 38.281 top5 20.312 | Epoch: [3][339/553] Time 2.454 Data 0.001 Err 1.7040 top1 43.750 top5 19.531 | Epoch: [3][340/553] Time 2.440 Data 0.001 Err 1.4101 top1 41.406 top5 11.719 | Epoch: [3][341/553] Time 2.441 Data 0.001 Err 1.4553 top1 41.406 top5 14.844 | Epoch: [3][342/553] Time 2.442 Data 0.001 Err 1.5567 top1 40.625 top5 17.188 | Epoch: [3][343/553] Time 2.500 Data 0.001 Err 1.3151 top1 32.031 top5 10.938 | Epoch: [3][344/553] Time 2.481 Data 0.001 Err 1.2999 top1 34.375 top5 13.281 | Epoch: [3][345/553] Time 2.446 Data 0.001 Err 1.6396 top1 40.625 top5 18.750 | Epoch: [3][346/553] Time 2.468 Data 0.001 Err 1.7872 top1 45.312 top5 17.188 | Epoch: [3][347/553] Time 2.453 Data 0.001 Err 1.6460 top1 41.406 top5 17.188 | Epoch: [3][348/553] Time 2.448 Data 0.001 Err 1.6908 top1 39.844 top5 19.531 | Epoch: [3][349/553] Time 2.475 Data 0.001 Err 1.6055 top1 36.719 top5 15.625 | Epoch: [3][350/553] Time 2.441 Data 0.001 Err 1.3702 top1 38.281 top5 12.500 | Epoch: [3][351/553] Time 2.508 Data 0.001 Err 1.3722 top1 35.156 top5 18.750 | Epoch: [3][352/553] Time 2.453 Data 0.001 Err 1.5031 top1 38.281 top5 15.625 | Epoch: [3][353/553] Time 2.479 Data 0.001 Err 1.4486 top1 35.938 top5 12.500 | Epoch: [3][354/553] Time 2.436 Data 0.001 Err 1.4336 top1 32.812 top5 14.844 | Epoch: [3][355/553] Time 2.453 Data 0.001 Err 1.4574 top1 35.156 top5 16.406 | Epoch: [3][356/553] Time 2.453 Data 0.001 Err 1.6738 top1 39.062 top5 21.875 | Epoch: [3][357/553] Time 2.464 Data 0.001 Err 1.6589 top1 42.969 top5 17.969 | Epoch: [3][358/553] Time 2.462 Data 0.001 Err 1.3356 top1 37.500 top5 11.719 | Epoch: [3][359/553] Time 2.459 Data 0.001 Err 1.5835 top1 38.281 top5 17.969 | Epoch: [3][360/553] Time 2.444 Data 0.001 Err 1.6258 top1 41.406 top5 18.750 | Epoch: [3][361/553] Time 2.471 Data 0.001 Err 1.5910 top1 45.312 top5 13.281 | Epoch: [3][362/553] Time 2.442 Data 0.001 Err 1.4179 top1 36.719 top5 14.844 | Epoch: [3][363/553] Time 2.473 Data 0.001 Err 1.4427 top1 35.938 top5 15.625 | Epoch: [3][364/553] Time 2.434 Data 0.001 Err 1.4643 top1 33.594 top5 17.188 | Epoch: [3][365/553] Time 2.456 Data 0.001 Err 1.5749 top1 39.844 top5 15.625 | Epoch: [3][366/553] Time 2.443 Data 0.001 Err 1.6444 top1 46.094 top5 17.969 | Epoch: [3][367/553] Time 2.441 Data 0.001 Err 1.4704 top1 35.156 top5 17.188 | Epoch: [3][368/553] Time 2.511 Data 0.001 Err 1.6198 top1 39.062 top5 15.625 | Epoch: [3][369/553] Time 2.441 Data 0.001 Err 1.7029 top1 44.531 top5 21.094 | Epoch: [3][370/553] Time 2.459 Data 0.001 Err 1.5464 top1 41.406 top5 15.625 | Epoch: [3][371/553] Time 2.465 Data 0.001 Err 1.5147 top1 41.406 top5 13.281 | Epoch: [3][372/553] Time 2.467 Data 0.001 Err 1.6485 top1 40.625 top5 14.062 | Epoch: [3][373/553] Time 2.462 Data 0.001 Err 1.5459 top1 41.406 top5 15.625 | Epoch: [3][374/553] Time 2.453 Data 0.001 Err 1.6918 top1 43.750 top5 20.312 | Epoch: [3][375/553] Time 2.437 Data 0.001 Err 2.0372 top1 46.875 top5 22.656 | Epoch: [3][376/553] Time 2.436 Data 0.001 Err 1.3671 top1 35.938 top5 15.625 | Epoch: [3][377/553] Time 2.448 Data 0.001 Err 1.4118 top1 34.375 top5 12.500 | Epoch: [3][378/553] Time 2.438 Data 0.001 Err 1.4056 top1 35.156 top5 15.625 | Epoch: [3][379/553] Time 2.433 Data 0.001 Err 1.6313 top1 40.625 top5 19.531 | Epoch: [3][380/553] Time 2.453 Data 0.001 Err 1.7288 top1 42.188 top5 17.969 | Epoch: [3][381/553] Time 2.458 Data 0.001 Err 1.4501 top1 36.719 top5 15.625 | Epoch: [3][382/553] Time 2.446 Data 0.001 Err 1.7960 top1 46.094 top5 19.531 | Epoch: [3][383/553] Time 2.440 Data 0.001 Err 1.9130 top1 43.750 top5 17.969 | Epoch: [3][384/553] Time 2.460 Data 0.001 Err 1.6480 top1 36.719 top5 20.312 | Epoch: [3][385/553] Time 2.478 Data 0.001 Err 1.6107 top1 42.969 top5 17.188 | Epoch: [3][386/553] Time 2.439 Data 0.001 Err 1.8729 top1 46.094 top5 21.094 | Epoch: [3][387/553] Time 2.435 Data 0.001 Err 1.2960 top1 33.594 top5 14.844 | Epoch: [3][388/553] Time 2.469 Data 0.001 Err 1.5879 top1 35.938 top5 20.312 | Epoch: [3][389/553] Time 2.446 Data 0.001 Err 1.5394 top1 38.281 top5 18.750 | Epoch: [3][390/553] Time 2.452 Data 0.001 Err 1.5696 top1 38.281 top5 17.188 | Epoch: [3][391/553] Time 2.435 Data 0.001 Err 1.7472 top1 45.312 top5 19.531 | Epoch: [3][392/553] Time 2.465 Data 0.001 Err 1.3476 top1 35.938 top5 11.719 | Epoch: [3][393/553] Time 2.457 Data 0.001 Err 1.5856 top1 42.188 top5 14.844 | Epoch: [3][394/553] Time 2.462 Data 0.001 Err 1.8244 top1 43.750 top5 27.344 | Epoch: [3][395/553] Time 2.444 Data 0.001 Err 1.6419 top1 41.406 top5 18.750 | Epoch: [3][396/553] Time 2.481 Data 0.001 Err 1.4877 top1 38.281 top5 14.062 | Epoch: [3][397/553] Time 2.471 Data 0.001 Err 1.3338 top1 33.594 top5 14.844 | Epoch: [3][398/553] Time 2.463 Data 0.001 Err 1.5659 top1 37.500 top5 15.625 | Epoch: [3][399/553] Time 2.442 Data 0.001 Err 1.3635 top1 35.938 top5 15.625 | Epoch: [3][400/553] Time 2.490 Data 0.001 Err 1.3140 top1 37.500 top5 14.062 | Epoch: [3][401/553] Time 2.517 Data 0.001 Err 1.6164 top1 44.531 top5 17.969 | Epoch: [3][402/553] Time 2.447 Data 0.001 Err 1.2417 top1 33.594 top5 11.719 | Epoch: [3][403/553] Time 2.465 Data 0.001 Err 1.5233 top1 40.625 top5 19.531 | Epoch: [3][404/553] Time 2.438 Data 0.001 Err 1.5986 top1 39.062 top5 19.531 | Epoch: [3][405/553] Time 2.436 Data 0.001 Err 1.3620 top1 34.375 top5 12.500 | Epoch: [3][406/553] Time 2.451 Data 0.001 Err 1.4871 top1 39.062 top5 14.062 | Epoch: [3][407/553] Time 2.467 Data 0.001 Err 1.6450 top1 38.281 top5 18.750 | Epoch: [3][408/553] Time 2.477 Data 0.001 Err 1.6205 top1 40.625 top5 14.844 | Epoch: [3][409/553] Time 2.445 Data 0.001 Err 1.5114 top1 39.844 top5 18.750 | Epoch: [3][410/553] Time 2.451 Data 0.001 Err 1.3312 top1 32.031 top5 15.625 | Epoch: [3][411/553] Time 2.494 Data 0.001 Err 1.6723 top1 39.062 top5 20.312 | Epoch: [3][412/553] Time 2.464 Data 0.001 Err 1.4301 top1 39.844 top5 13.281 | Epoch: [3][413/553] Time 2.445 Data 0.001 Err 1.5126 top1 36.719 top5 14.844 | Epoch: [3][414/553] Time 2.456 Data 0.001 Err 1.6699 top1 42.969 top5 14.844 | Epoch: [3][415/553] Time 2.441 Data 0.001 Err 1.9086 top1 48.438 top5 24.219 | Epoch: [3][416/553] Time 2.482 Data 0.001 Err 1.4588 top1 39.062 top5 17.969 | Epoch: [3][417/553] Time 2.439 Data 0.001 Err 1.3712 top1 33.594 top5 16.406 | Epoch: [3][418/553] Time 2.507 Data 0.001 Err 1.5252 top1 41.406 top5 14.844 | Epoch: [3][419/553] Time 2.476 Data 0.001 Err 1.7234 top1 41.406 top5 17.969 | Epoch: [3][420/553] Time 2.460 Data 0.001 Err 1.3646 top1 38.281 top5 12.500 | Epoch: [3][421/553] Time 2.444 Data 0.001 Err 1.5316 top1 42.969 top5 15.625 | Epoch: [3][422/553] Time 2.441 Data 0.001 Err 1.4520 top1 38.281 top5 12.500 | Epoch: [3][423/553] Time 2.440 Data 0.001 Err 1.3090 top1 36.719 top5 12.500 | Epoch: [3][424/553] Time 2.435 Data 0.001 Err 1.5881 top1 41.406 top5 18.750 | Epoch: [3][425/553] Time 2.451 Data 0.001 Err 1.6568 top1 38.281 top5 15.625 | Epoch: [3][426/553] Time 2.464 Data 0.001 Err 1.8437 top1 47.656 top5 22.656 | Epoch: [3][427/553] Time 2.442 Data 0.001 Err 1.4281 top1 41.406 top5 10.938 | Epoch: [3][428/553] Time 2.503 Data 0.001 Err 1.4973 top1 36.719 top5 14.844 | Epoch: [3][429/553] Time 2.439 Data 0.001 Err 1.4434 top1 37.500 top5 12.500 | Epoch: [3][430/553] Time 2.470 Data 0.001 Err 1.1757 top1 29.688 top5 9.375 | Epoch: [3][431/553] Time 2.436 Data 0.001 Err 1.4693 top1 37.500 top5 14.062 | Epoch: [3][432/553] Time 2.437 Data 0.001 Err 1.3281 top1 38.281 top5 9.375 | Epoch: [3][433/553] Time 2.435 Data 0.001 Err 1.4831 top1 42.188 top5 17.188 | Epoch: [3][434/553] Time 2.456 Data 0.001 Err 1.6880 top1 38.281 top5 16.406 | Epoch: [3][435/553] Time 2.444 Data 0.001 Err 1.6451 top1 37.500 top5 21.875 | Epoch: [3][436/553] Time 2.444 Data 0.001 Err 1.3263 top1 37.500 top5 8.594 | Epoch: [3][437/553] Time 2.437 Data 0.001 Err 1.8391 top1 47.656 top5 23.438 | Epoch: [3][438/553] Time 2.495 Data 0.001 Err 1.5727 top1 38.281 top5 17.188 | Epoch: [3][439/553] Time 2.446 Data 0.001 Err 1.5967 top1 39.844 top5 23.438 | Epoch: [3][440/553] Time 2.443 Data 0.001 Err 1.5395 top1 42.188 top5 17.969 | Epoch: [3][441/553] Time 2.442 Data 0.001 Err 1.4298 top1 36.719 top5 15.625 | Epoch: [3][442/553] Time 2.445 Data 0.000 Err 1.3678 top1 35.938 top5 17.188 | Epoch: [3][443/553] Time 2.446 Data 0.001 Err 1.4887 top1 34.375 top5 17.188 | Epoch: [3][444/553] Time 2.441 Data 0.001 Err 1.5264 top1 38.281 top5 17.969 | Epoch: [3][445/553] Time 2.437 Data 0.001 Err 1.8227 top1 41.406 top5 21.875 | Epoch: [3][446/553] Time 2.464 Data 0.001 Err 1.4589 top1 35.938 top5 15.625 | Epoch: [3][447/553] Time 2.458 Data 0.001 Err 1.8421 top1 46.094 top5 18.750 | Epoch: [3][448/553] Time 2.442 Data 0.001 Err 1.5191 top1 34.375 top5 18.750 | Epoch: [3][449/553] Time 2.493 Data 0.000 Err 1.7818 top1 46.875 top5 18.750 | Epoch: [3][450/553] Time 2.440 Data 0.001 Err 1.3504 top1 36.719 top5 12.500 | Epoch: [3][451/553] Time 2.439 Data 0.001 Err 1.3847 top1 37.500 top5 14.062 | Epoch: [3][452/553] Time 2.483 Data 0.000 Err 1.5830 top1 40.625 top5 18.750 | Epoch: [3][453/553] Time 2.439 Data 0.001 Err 1.5232 top1 36.719 top5 14.844 | Epoch: [3][454/553] Time 2.487 Data 0.001 Err 1.6465 top1 40.625 top5 17.969 | Epoch: [3][455/553] Time 2.450 Data 0.001 Err 1.0984 top1 26.562 top5 10.156 | Epoch: [3][456/553] Time 2.456 Data 0.001 Err 1.3772 top1 34.375 top5 14.062 | Epoch: [3][457/553] Time 2.440 Data 0.001 Err 1.5541 top1 36.719 top5 17.188 | Epoch: [3][458/553] Time 2.506 Data 0.001 Err 1.3568 top1 36.719 top5 13.281 | Epoch: [3][459/553] Time 2.443 Data 0.001 Err 1.3656 top1 32.031 top5 14.844 | Epoch: [3][460/553] Time 2.449 Data 0.001 Err 1.3402 top1 36.719 top5 10.938 | Epoch: [3][461/553] Time 2.442 Data 0.001 Err 1.6024 top1 39.844 top5 18.750 | Epoch: [3][462/553] Time 2.475 Data 0.001 Err 1.3493 top1 35.938 top5 13.281 | Epoch: [3][463/553] Time 2.442 Data 0.001 Err 1.4184 top1 36.719 top5 17.188 | Epoch: [3][464/553] Time 2.476 Data 0.001 Err 1.4934 top1 40.625 top5 14.062 | Epoch: [3][465/553] Time 2.442 Data 0.001 Err 1.4589 top1 37.500 top5 12.500 | Epoch: [3][466/553] Time 2.456 Data 0.001 Err 1.4594 top1 37.500 top5 17.188 | Epoch: [3][467/553] Time 2.446 Data 0.001 Err 1.3762 top1 32.031 top5 12.500 | Epoch: [3][468/553] Time 2.436 Data 0.001 Err 1.5802 top1 44.531 top5 19.531 | Epoch: [3][469/553] Time 2.461 Data 0.001 Err 1.3087 top1 36.719 top5 12.500 | Epoch: [3][470/553] Time 2.470 Data 0.001 Err 1.2003 top1 29.688 top5 11.719 | Epoch: [3][471/553] Time 2.436 Data 0.001 Err 1.2703 top1 30.469 top5 16.406 | Epoch: [3][472/553] Time 2.437 Data 0.001 Err 1.4532 top1 40.625 top5 11.719 | Epoch: [3][473/553] Time 2.436 Data 0.001 Err 1.7855 top1 47.656 top5 21.875 | Epoch: [3][474/553] Time 2.469 Data 0.001 Err 1.4901 top1 33.594 top5 14.844 | Epoch: [3][475/553] Time 2.444 Data 0.001 Err 1.5848 top1 39.844 top5 14.844 | Epoch: [3][476/553] Time 2.437 Data 0.001 Err 1.5332 top1 35.938 top5 17.969 | Epoch: [3][477/553] Time 2.441 Data 0.001 Err 1.4715 top1 36.719 top5 13.281 | Epoch: [3][478/553] Time 2.443 Data 0.001 Err 1.3821 top1 39.062 top5 11.719 | Epoch: [3][479/553] Time 2.437 Data 0.001 Err 1.2553 top1 29.688 top5 11.719 | Epoch: [3][480/553] Time 2.478 Data 0.001 Err 1.7328 top1 46.094 top5 18.750 | Epoch: [3][481/553] Time 2.464 Data 0.001 Err 1.4169 top1 32.031 top5 14.844 | Epoch: [3][482/553] Time 2.449 Data 0.001 Err 1.3642 top1 33.594 top5 11.719 | Epoch: [3][483/553] Time 2.438 Data 0.001 Err 1.2252 top1 32.031 top5 14.062 | Epoch: [3][484/553] Time 2.446 Data 0.001 Err 1.5573 top1 42.188 top5 15.625 | Epoch: [3][485/553] Time 2.443 Data 0.001 Err 1.5343 top1 39.062 top5 13.281 | Epoch: [3][486/553] Time 2.453 Data 0.001 Err 1.5567 top1 36.719 top5 15.625 | Epoch: [3][487/553] Time 2.444 Data 0.001 Err 1.4080 top1 33.594 top5 13.281 | Epoch: [3][488/553] Time 2.436 Data 0.001 Err 1.7520 top1 45.312 top5 20.312 | Epoch: [3][489/553] Time 2.444 Data 0.001 Err 1.0853 top1 27.344 top5 10.938 | Epoch: [3][490/553] Time 2.439 Data 0.001 Err 1.4124 top1 37.500 top5 13.281 | Epoch: [3][491/553] Time 2.476 Data 0.001 Err 1.5754 top1 45.312 top5 17.188 | Epoch: [3][492/553] Time 2.476 Data 0.001 Err 1.5694 top1 38.281 top5 18.750 | Epoch: [3][493/553] Time 2.479 Data 0.001 Err 1.4225 top1 38.281 top5 14.062 | Epoch: [3][494/553] Time 2.439 Data 0.001 Err 1.7190 top1 42.969 top5 21.094 | Epoch: [3][495/553] Time 2.469 Data 0.001 Err 1.2090 top1 28.906 top5 9.375 | Epoch: [3][496/553] Time 2.432 Data 0.001 Err 1.4242 top1 34.375 top5 13.281 | Epoch: [3][497/553] Time 2.447 Data 0.001 Err 1.2825 top1 29.688 top5 11.719 | Epoch: [3][498/553] Time 2.438 Data 0.001 Err 1.2598 top1 35.156 top5 10.938 | Epoch: [3][499/553] Time 2.467 Data 0.001 Err 1.3425 top1 39.844 top5 13.281 | Epoch: [3][500/553] Time 2.440 Data 0.001 Err 1.3403 top1 32.812 top5 14.062 | Epoch: [3][501/553] Time 2.443 Data 0.001 Err 1.6618 top1 35.938 top5 18.750 | Epoch: [3][502/553] Time 2.441 Data 0.001 Err 1.3154 top1 32.031 top5 10.938 | Epoch: [3][503/553] Time 2.477 Data 0.001 Err 1.3856 top1 29.688 top5 16.406 | Epoch: [3][504/553] Time 2.439 Data 0.001 Err 1.6209 top1 38.281 top5 17.969 | Epoch: [3][505/553] Time 2.441 Data 0.001 Err 1.4343 top1 38.281 top5 14.844 | Epoch: [3][506/553] Time 2.438 Data 0.001 Err 1.6446 top1 42.969 top5 16.406 | Epoch: [3][507/553] Time 2.477 Data 0.001 Err 1.2870 top1 35.156 top5 8.594 | Epoch: [3][508/553] Time 2.442 Data 0.001 Err 1.1750 top1 33.594 top5 7.031 | Epoch: [3][509/553] Time 2.440 Data 0.001 Err 1.3864 top1 33.594 top5 17.188 | Epoch: [3][510/553] Time 2.446 Data 0.001 Err 1.6926 top1 42.969 top5 19.531 | Epoch: [3][511/553] Time 2.476 Data 0.001 Err 1.5930 top1 42.188 top5 10.156 | Epoch: [3][512/553] Time 2.437 Data 0.001 Err 1.4884 top1 40.625 top5 13.281 | Epoch: [3][513/553] Time 2.459 Data 0.001 Err 1.3763 top1 33.594 top5 16.406 | Epoch: [3][514/553] Time 2.446 Data 0.001 Err 1.6691 top1 35.156 top5 21.094 | Epoch: [3][515/553] Time 2.467 Data 0.001 Err 1.4452 top1 34.375 top5 14.062 | Epoch: [3][516/553] Time 2.444 Data 0.001 Err 1.5274 top1 39.062 top5 16.406 | Epoch: [3][517/553] Time 2.477 Data 0.001 Err 1.5626 top1 40.625 top5 12.500 | Epoch: [3][518/553] Time 2.430 Data 0.001 Err 1.4451 top1 39.062 top5 12.500 | Epoch: [3][519/553] Time 2.517 Data 0.001 Err 1.4060 top1 41.406 top5 14.844 | Epoch: [3][520/553] Time 2.473 Data 0.001 Err 1.7164 top1 38.281 top5 17.188 | Epoch: [3][521/553] Time 2.446 Data 0.001 Err 1.7470 top1 35.938 top5 18.750 | Epoch: [3][522/553] Time 2.434 Data 0.001 Err 1.7378 top1 44.531 top5 20.312 | Epoch: [3][523/553] Time 2.473 Data 0.001 Err 1.3321 top1 38.281 top5 12.500 | Epoch: [3][524/553] Time 2.471 Data 0.001 Err 1.2897 top1 32.031 top5 10.938 | Epoch: [3][525/553] Time 2.460 Data 0.001 Err 1.4781 top1 37.500 top5 13.281 | Epoch: [3][526/553] Time 2.442 Data 0.001 Err 1.6239 top1 39.062 top5 16.406 | Epoch: [3][527/553] Time 2.484 Data 0.001 Err 1.2763 top1 30.469 top5 11.719 | Epoch: [3][528/553] Time 2.506 Data 0.001 Err 1.7575 top1 46.094 top5 21.875 | Epoch: [3][529/553] Time 2.495 Data 0.001 Err 1.2821 top1 32.812 top5 10.156 | Epoch: [3][530/553] Time 2.438 Data 0.001 Err 1.7917 top1 46.094 top5 23.438 | Epoch: [3][531/553] Time 2.454 Data 0.001 Err 1.6927 top1 41.406 top5 19.531 | Epoch: [3][532/553] Time 2.469 Data 0.001 Err 1.9702 top1 46.875 top5 25.781 | Epoch: [3][533/553] Time 2.470 Data 0.001 Err 1.7688 top1 42.188 top5 21.875 | Epoch: [3][534/553] Time 2.459 Data 0.001 Err 1.2150 top1 34.375 top5 10.938 | Epoch: [3][535/553] Time 2.451 Data 0.001 Err 1.4765 top1 36.719 top5 14.062 | Epoch: [3][536/553] Time 2.501 Data 0.001 Err 1.2612 top1 32.031 top5 10.156 | Epoch: [3][537/553] Time 2.461 Data 0.001 Err 1.5291 top1 41.406 top5 20.312 | Epoch: [3][538/553] Time 2.448 Data 0.000 Err 1.4047 top1 32.812 top5 15.625 | Epoch: [3][539/553] Time 2.443 Data 0.001 Err 1.5731 top1 42.188 top5 13.281 | Epoch: [3][540/553] Time 2.472 Data 0.001 Err 1.3436 top1 34.375 top5 13.281 | Epoch: [3][541/553] Time 2.458 Data 0.001 Err 1.6327 top1 42.188 top5 15.625 | Epoch: [3][542/553] Time 2.446 Data 0.001 Err 1.5251 top1 46.875 top5 14.844 | Epoch: [3][543/553] Time 2.438 Data 0.000 Err 1.3450 top1 32.031 top5 17.188 | Epoch: [3][544/553] Time 2.453 Data 0.000 Err 1.3944 top1 32.031 top5 14.844 | Epoch: [3][545/553] Time 2.471 Data 0.000 Err 1.4325 top1 39.844 top5 10.938 | Epoch: [3][546/553] Time 2.432 Data 0.000 Err 1.4640 top1 39.062 top5 14.062 | Epoch: [3][547/553] Time 2.439 Data 0.000 Err 1.5051 top1 38.281 top5 21.094 | Epoch: [3][548/553] Time 2.440 Data 0.000 Err 1.4983 top1 37.500 top5 18.750 | Epoch: [3][549/553] Time 2.438 Data 0.000 Err 1.4238 top1 39.844 top5 16.406 | Epoch: [3][550/553] Time 2.438 Data 0.000 Err 1.5043 top1 41.406 top5 18.750 | Epoch: [3][551/553] Time 2.486 Data 0.000 Err 1.3556 top1 38.281 top5 12.500 | Epoch: [3][552/553] Time 2.432 Data 0.000 Err 1.6812 top1 41.406 top5 19.531 | Epoch: [3][553/553] Time 1.026 Data 0.000 Err 1.5672 top1 36.364 top5 20.455 | Test: [3][1/198] Time 2.270 Data 1.555 top1 46.094 ( 46.094) top5 21.875 ( 21.875) | Test: [3][2/198] Time 0.721 Data 0.001 top1 47.656 ( 46.875) top5 21.094 ( 21.484) | Test: [3][3/198] Time 0.713 Data 0.000 top1 44.531 ( 46.094) top5 24.219 ( 22.396) | Test: [3][4/198] Time 0.715 Data 0.001 top1 50.781 ( 47.266) top5 29.688 ( 24.219) | Test: [3][5/198] Time 0.714 Data 0.001 top1 50.000 ( 47.812) top5 27.344 ( 24.844) | Test: [3][6/198] Time 0.715 Data 0.001 top1 50.000 ( 48.177) top5 21.875 ( 24.349) | Test: [3][7/198] Time 0.717 Data 0.001 top1 51.562 ( 48.661) top5 20.312 ( 23.772) | Test: [3][8/198] Time 0.716 Data 0.001 top1 46.875 ( 48.438) top5 23.438 ( 23.730) | Test: [3][9/198] Time 0.725 Data 0.001 top1 48.438 ( 48.438) top5 27.344 ( 24.132) | Test: [3][10/198] Time 0.726 Data 0.001 top1 44.531 ( 48.047) top5 21.094 ( 23.828) | Test: [3][11/198] Time 0.724 Data 0.001 top1 39.062 ( 47.230) top5 19.531 ( 23.438) | Test: [3][12/198] Time 0.718 Data 0.001 top1 43.750 ( 46.940) top5 20.312 ( 23.177) | Test: [3][13/198] Time 0.719 Data 0.001 top1 45.312 ( 46.815) top5 20.312 ( 22.957) | Test: [3][14/198] Time 0.717 Data 0.001 top1 47.656 ( 46.875) top5 19.531 ( 22.712) | Test: [3][15/198] Time 0.716 Data 0.001 top1 42.969 ( 46.615) top5 24.219 ( 22.812) | Test: [3][16/198] Time 0.712 Data 0.001 top1 42.969 ( 46.387) top5 21.094 ( 22.705) | Test: [3][17/198] Time 0.717 Data 0.001 top1 52.344 ( 46.737) top5 25.000 ( 22.840) | Test: [3][18/198] Time 0.719 Data 0.001 top1 50.000 ( 46.918) top5 25.000 ( 22.960) | Test: [3][19/198] Time 0.725 Data 0.001 top1 53.125 ( 47.245) top5 25.781 ( 23.109) | Test: [3][20/198] Time 0.716 Data 0.001 top1 48.438 ( 47.305) top5 24.219 ( 23.164) | Test: [3][21/198] Time 0.722 Data 0.002 top1 50.000 ( 47.433) top5 27.344 ( 23.363) | Test: [3][22/198] Time 0.716 Data 0.001 top1 44.531 ( 47.301) top5 23.438 ( 23.366) | Test: [3][23/198] Time 0.724 Data 0.001 top1 51.562 ( 47.486) top5 25.000 ( 23.438) | Test: [3][24/198] Time 0.717 Data 0.001 top1 50.781 ( 47.624) top5 23.438 ( 23.438) | Test: [3][25/198] Time 0.712 Data 0.001 top1 45.312 ( 47.531) top5 18.750 ( 23.250) | Test: [3][26/198] Time 0.725 Data 0.001 top1 42.969 ( 47.356) top5 19.531 ( 23.107) | Test: [3][27/198] Time 0.722 Data 0.001 top1 48.438 ( 47.396) top5 17.969 ( 22.917) | Test: [3][28/198] Time 0.714 Data 0.001 top1 50.781 ( 47.517) top5 20.312 ( 22.824) | Test: [3][29/198] Time 0.727 Data 0.001 top1 53.906 ( 47.737) top5 28.906 ( 23.033) | Test: [3][30/198] Time 0.714 Data 0.001 top1 42.188 ( 47.552) top5 15.625 ( 22.786) | Test: [3][31/198] Time 0.715 Data 0.001 top1 46.875 ( 47.530) top5 21.875 ( 22.757) | Test: [3][32/198] Time 0.721 Data 0.001 top1 38.281 ( 47.241) top5 17.969 ( 22.607) | Test: [3][33/198] Time 0.722 Data 0.001 top1 41.406 ( 47.064) top5 21.875 ( 22.585) | Test: [3][34/198] Time 0.721 Data 0.001 top1 50.000 ( 47.151) top5 23.438 ( 22.610) | Test: [3][35/198] Time 0.718 Data 0.001 top1 50.000 ( 47.232) top5 22.656 ( 22.612) | Test: [3][36/198] Time 0.716 Data 0.001 top1 50.781 ( 47.331) top5 19.531 ( 22.526) | Test: [3][37/198] Time 0.724 Data 0.001 top1 40.625 ( 47.149) top5 18.750 ( 22.424) | Test: [3][38/198] Time 0.718 Data 0.001 top1 44.531 ( 47.081) top5 21.875 ( 22.410) | Test: [3][39/198] Time 0.725 Data 0.001 top1 37.500 ( 46.835) top5 17.188 ( 22.276) | Test: [3][40/198] Time 0.717 Data 0.001 top1 42.969 ( 46.738) top5 15.625 ( 22.109) | Test: [3][41/198] Time 0.721 Data 0.001 top1 47.656 ( 46.761) top5 21.875 ( 22.104) | Test: [3][42/198] Time 0.710 Data 0.001 top1 43.750 ( 46.689) top5 21.094 ( 22.080) | Test: [3][43/198] Time 0.720 Data 0.001 top1 47.656 ( 46.711) top5 21.094 ( 22.057) | Test: [3][44/198] Time 0.712 Data 0.001 top1 46.094 ( 46.697) top5 19.531 ( 21.999) | Test: [3][45/198] Time 0.717 Data 0.001 top1 50.000 ( 46.771) top5 17.969 ( 21.910) | Test: [3][46/198] Time 0.723 Data 0.001 top1 49.219 ( 46.824) top5 19.531 ( 21.858) | Test: [3][47/198] Time 0.716 Data 0.001 top1 50.000 ( 46.892) top5 25.781 ( 21.941) | Test: [3][48/198] Time 0.721 Data 0.001 top1 48.438 ( 46.924) top5 21.875 ( 21.940) | Test: [3][49/198] Time 0.758 Data 0.001 top1 50.000 ( 46.987) top5 22.656 ( 21.955) | Test: [3][50/198] Time 0.724 Data 0.001 top1 51.562 ( 47.078) top5 23.438 ( 21.984) | Test: [3][51/198] Time 0.719 Data 0.001 top1 42.969 ( 46.998) top5 14.844 ( 21.844) | Test: [3][52/198] Time 0.722 Data 0.001 top1 48.438 ( 47.025) top5 25.000 ( 21.905) | Test: [3][53/198] Time 0.718 Data 0.001 top1 47.656 ( 47.037) top5 20.312 ( 21.875) | Test: [3][54/198] Time 0.725 Data 0.001 top1 46.875 ( 47.034) top5 25.000 ( 21.933) | Test: [3][55/198] Time 0.717 Data 0.001 top1 51.562 ( 47.116) top5 21.094 ( 21.918) | Test: [3][56/198] Time 0.717 Data 0.001 top1 48.438 ( 47.140) top5 23.438 ( 21.945) | Test: [3][57/198] Time 0.721 Data 0.001 top1 44.531 ( 47.094) top5 21.094 ( 21.930) | Test: [3][58/198] Time 0.723 Data 0.001 top1 47.656 ( 47.104) top5 17.969 ( 21.862) | Test: [3][59/198] Time 0.724 Data 0.001 top1 50.000 ( 47.153) top5 24.219 ( 21.901) | Test: [3][60/198] Time 0.725 Data 0.001 top1 50.781 ( 47.214) top5 22.656 ( 21.914) | Test: [3][61/198] Time 0.721 Data 0.001 top1 52.344 ( 47.298) top5 21.094 ( 21.901) | Test: [3][62/198] Time 0.723 Data 0.005 top1 47.656 ( 47.303) top5 19.531 ( 21.862) | Test: [3][63/198] Time 0.723 Data 0.001 top1 53.125 ( 47.396) top5 28.906 ( 21.974) | Test: [3][64/198] Time 0.718 Data 0.001 top1 52.344 ( 47.473) top5 15.625 ( 21.875) | Test: [3][65/198] Time 0.716 Data 0.001 top1 46.875 ( 47.464) top5 21.094 ( 21.863) | Test: [3][66/198] Time 0.711 Data 0.001 top1 43.750 ( 47.408) top5 17.969 ( 21.804) | Test: [3][67/198] Time 0.719 Data 0.001 top1 45.312 ( 47.376) top5 23.438 ( 21.828) | Test: [3][68/198] Time 0.716 Data 0.001 top1 42.969 ( 47.312) top5 16.406 ( 21.749) | Test: [3][69/198] Time 0.722 Data 0.001 top1 42.969 ( 47.249) top5 21.094 ( 21.739) | Test: [3][70/198] Time 0.719 Data 0.001 top1 50.781 ( 47.299) top5 26.562 ( 21.808) | Test: [3][71/198] Time 0.722 Data 0.001 top1 49.219 ( 47.326) top5 17.969 ( 21.754) | Test: [3][72/198] Time 0.722 Data 0.001 top1 49.219 ( 47.352) top5 25.781 ( 21.810) | Test: [3][73/198] Time 0.712 Data 0.001 top1 45.312 ( 47.324) top5 23.438 ( 21.832) | Test: [3][74/198] Time 0.719 Data 0.001 top1 42.188 ( 47.255) top5 23.438 ( 21.854) | Test: [3][75/198] Time 0.711 Data 0.001 top1 45.312 ( 47.229) top5 21.875 ( 21.854) | Test: [3][76/198] Time 0.727 Data 0.001 top1 46.094 ( 47.214) top5 21.094 ( 21.844) | Test: [3][77/198] Time 0.716 Data 0.001 top1 54.688 ( 47.311) top5 25.781 ( 21.895) | Test: [3][78/198] Time 0.713 Data 0.001 top1 44.531 ( 47.276) top5 24.219 ( 21.925) | Test: [3][79/198] Time 0.717 Data 0.001 top1 40.625 ( 47.191) top5 21.094 ( 21.915) | Test: [3][80/198] Time 0.724 Data 0.001 top1 45.312 ( 47.168) top5 19.531 ( 21.885) | Test: [3][81/198] Time 0.722 Data 0.001 top1 43.750 ( 47.126) top5 21.875 ( 21.885) | Test: [3][82/198] Time 0.717 Data 0.001 top1 47.656 ( 47.132) top5 28.125 ( 21.961) | Test: [3][83/198] Time 0.719 Data 0.001 top1 53.125 ( 47.204) top5 24.219 ( 21.988) | Test: [3][84/198] Time 0.725 Data 0.001 top1 51.562 ( 47.256) top5 24.219 ( 22.015) | Test: [3][85/198] Time 0.720 Data 0.001 top1 50.781 ( 47.298) top5 19.531 ( 21.985) | Test: [3][86/198] Time 0.721 Data 0.001 top1 47.656 ( 47.302) top5 19.531 ( 21.957) | Test: [3][87/198] Time 0.722 Data 0.001 top1 51.562 ( 47.351) top5 25.000 ( 21.992) | Test: [3][88/198] Time 0.717 Data 0.001 top1 45.312 ( 47.328) top5 20.312 ( 21.973) | Test: [3][89/198] Time 0.725 Data 0.001 top1 49.219 ( 47.349) top5 20.312 ( 21.954) | Test: [3][90/198] Time 0.724 Data 0.001 top1 46.094 ( 47.335) top5 17.969 ( 21.910) | Test: [3][91/198] Time 0.718 Data 0.001 top1 54.688 ( 47.416) top5 29.688 ( 21.995) | Test: [3][92/198] Time 0.712 Data 0.001 top1 53.125 ( 47.478) top5 26.562 ( 22.045) | Test: [3][93/198] Time 0.720 Data 0.001 top1 44.531 ( 47.446) top5 20.312 ( 22.026) | Test: [3][94/198] Time 0.713 Data 0.001 top1 43.750 ( 47.407) top5 17.969 ( 21.983) | Test: [3][95/198] Time 0.717 Data 0.001 top1 46.094 ( 47.393) top5 19.531 ( 21.957) | Test: [3][96/198] Time 0.728 Data 0.001 top1 51.562 ( 47.437) top5 30.469 ( 22.046) | Test: [3][97/198] Time 0.716 Data 0.001 top1 57.812 ( 47.543) top5 22.656 ( 22.052) | Test: [3][98/198] Time 0.715 Data 0.001 top1 51.562 ( 47.585) top5 21.875 ( 22.050) | Test: [3][99/198] Time 0.713 Data 0.001 top1 36.719 ( 47.475) top5 25.781 ( 22.088) | Test: [3][100/198] Time 0.730 Data 0.001 top1 41.406 ( 47.414) top5 20.312 ( 22.070) | Test: [3][101/198] Time 0.717 Data 0.001 top1 44.531 ( 47.386) top5 17.969 ( 22.030) | Test: [3][102/198] Time 0.721 Data 0.001 top1 50.781 ( 47.419) top5 28.125 ( 22.089) | Test: [3][103/198] Time 0.725 Data 0.001 top1 41.406 ( 47.360) top5 17.188 ( 22.042) | Test: [3][104/198] Time 0.719 Data 0.001 top1 50.781 ( 47.393) top5 22.656 ( 22.048) | Test: [3][105/198] Time 0.717 Data 0.001 top1 49.219 ( 47.411) top5 22.656 ( 22.054) | Test: [3][106/198] Time 0.716 Data 0.001 top1 46.875 ( 47.406) top5 21.875 ( 22.052) | Test: [3][107/198] Time 0.718 Data 0.001 top1 46.094 ( 47.393) top5 20.312 ( 22.036) | Test: [3][108/198] Time 0.726 Data 0.001 top1 53.906 ( 47.454) top5 25.000 ( 22.063) | Test: [3][109/198] Time 0.714 Data 0.001 top1 51.562 ( 47.491) top5 21.094 ( 22.054) | Test: [3][110/198] Time 0.722 Data 0.001 top1 41.406 ( 47.436) top5 15.625 ( 21.996) | Test: [3][111/198] Time 0.721 Data 0.001 top1 56.250 ( 47.515) top5 27.344 ( 22.044) | Test: [3][112/198] Time 0.717 Data 0.001 top1 48.438 ( 47.524) top5 20.312 ( 22.028) | Test: [3][113/198] Time 0.719 Data 0.001 top1 52.344 ( 47.566) top5 28.906 ( 22.089) | Test: [3][114/198] Time 0.720 Data 0.001 top1 46.875 ( 47.560) top5 19.531 ( 22.067) | Test: [3][115/198] Time 0.723 Data 0.001 top1 46.875 ( 47.554) top5 21.094 ( 22.058) | Test: [3][116/198] Time 0.719 Data 0.001 top1 49.219 ( 47.569) top5 21.094 ( 22.050) | Test: [3][117/198] Time 0.733 Data 0.001 top1 55.469 ( 47.636) top5 23.438 ( 22.062) | Test: [3][118/198] Time 0.716 Data 0.001 top1 42.188 ( 47.590) top5 13.281 ( 21.988) | Test: [3][119/198] Time 0.725 Data 0.001 top1 46.875 ( 47.584) top5 25.781 ( 22.019) | Test: [3][120/198] Time 0.714 Data 0.001 top1 49.219 ( 47.598) top5 21.875 ( 22.018) | Test: [3][121/198] Time 0.721 Data 0.001 top1 50.781 ( 47.624) top5 23.438 ( 22.030) | Test: [3][122/198] Time 0.716 Data 0.001 top1 47.656 ( 47.624) top5 21.094 ( 22.022) | Test: [3][123/198] Time 0.712 Data 0.001 top1 49.219 ( 47.637) top5 21.875 ( 22.021) | Test: [3][124/198] Time 0.725 Data 0.001 top1 50.000 ( 47.656) top5 21.094 ( 22.014) | Test: [3][125/198] Time 0.719 Data 0.001 top1 46.094 ( 47.644) top5 17.188 ( 21.975) | Test: [3][126/198] Time 0.717 Data 0.001 top1 42.969 ( 47.607) top5 20.312 ( 21.962) | Test: [3][127/198] Time 0.724 Data 0.001 top1 46.094 ( 47.595) top5 20.312 ( 21.949) | Test: [3][128/198] Time 0.719 Data 0.001 top1 45.312 ( 47.577) top5 21.094 ( 21.942) | Test: [3][129/198] Time 0.717 Data 0.001 top1 55.469 ( 47.638) top5 28.906 ( 21.996) | Test: [3][130/198] Time 0.714 Data 0.001 top1 48.438 ( 47.644) top5 19.531 ( 21.977) | Test: [3][131/198] Time 0.713 Data 0.001 top1 42.969 ( 47.609) top5 21.094 ( 21.970) | Test: [3][132/198] Time 0.720 Data 0.001 top1 46.094 ( 47.597) top5 25.781 ( 21.999) | Test: [3][133/198] Time 0.716 Data 0.001 top1 47.656 ( 47.598) top5 25.000 ( 22.022) | Test: [3][134/198] Time 0.724 Data 0.001 top1 39.062 ( 47.534) top5 21.875 ( 22.021) | Test: [3][135/198] Time 0.724 Data 0.001 top1 47.656 ( 47.535) top5 25.000 ( 22.043) | Test: [3][136/198] Time 0.718 Data 0.000 top1 39.844 ( 47.478) top5 20.312 ( 22.030) | Test: [3][137/198] Time 0.722 Data 0.001 top1 40.625 ( 47.428) top5 17.969 ( 22.000) | Test: [3][138/198] Time 0.719 Data 0.001 top1 49.219 ( 47.441) top5 25.781 ( 22.028) | Test: [3][139/198] Time 0.723 Data 0.001 top1 46.875 ( 47.437) top5 18.750 ( 22.004) | Test: [3][140/198] Time 0.720 Data 0.001 top1 50.000 ( 47.455) top5 19.531 ( 21.987) | Test: [3][141/198] Time 0.727 Data 0.001 top1 44.531 ( 47.435) top5 23.438 ( 21.997) | Test: [3][142/198] Time 0.723 Data 0.001 top1 52.344 ( 47.469) top5 31.250 ( 22.062) | Test: [3][143/198] Time 0.717 Data 0.001 top1 41.406 ( 47.427) top5 19.531 ( 22.044) | Test: [3][144/198] Time 0.719 Data 0.001 top1 47.656 ( 47.428) top5 25.000 ( 22.065) | Test: [3][145/198] Time 0.723 Data 0.001 top1 48.438 ( 47.435) top5 21.094 ( 22.058) | Test: [3][146/198] Time 0.733 Data 0.001 top1 47.656 ( 47.437) top5 17.188 ( 22.025) | Test: [3][147/198] Time 0.721 Data 0.001 top1 43.750 ( 47.412) top5 14.062 ( 21.971) | Test: [3][148/198] Time 0.728 Data 0.002 top1 46.094 ( 47.403) top5 21.875 ( 21.970) | Test: [3][149/198] Time 0.716 Data 0.001 top1 46.094 ( 47.394) top5 22.656 ( 21.975) | Test: [3][150/198] Time 0.722 Data 0.001 top1 52.344 ( 47.427) top5 28.125 ( 22.016) | Test: [3][151/198] Time 0.721 Data 0.001 top1 50.000 ( 47.444) top5 23.438 ( 22.025) | Test: [3][152/198] Time 0.718 Data 0.001 top1 48.438 ( 47.451) top5 17.188 ( 21.993) | Test: [3][153/198] Time 0.718 Data 0.001 top1 46.875 ( 47.447) top5 23.438 ( 22.003) | Test: [3][154/198] Time 0.722 Data 0.001 top1 53.906 ( 47.489) top5 21.875 ( 22.002) | Test: [3][155/198] Time 0.720 Data 0.000 top1 39.062 ( 47.434) top5 27.344 ( 22.036) | Test: [3][156/198] Time 0.715 Data 0.001 top1 44.531 ( 47.416) top5 17.969 ( 22.010) | Test: [3][157/198] Time 0.718 Data 0.001 top1 46.875 ( 47.412) top5 28.125 ( 22.049) | Test: [3][158/198] Time 0.723 Data 0.001 top1 52.344 ( 47.444) top5 22.656 ( 22.053) | Test: [3][159/198] Time 0.714 Data 0.001 top1 45.312 ( 47.430) top5 14.844 ( 22.008) | Test: [3][160/198] Time 0.724 Data 0.001 top1 49.219 ( 47.441) top5 23.438 ( 22.017) | Test: [3][161/198] Time 0.717 Data 0.001 top1 46.094 ( 47.433) top5 19.531 ( 22.001) | Test: [3][162/198] Time 0.713 Data 0.001 top1 44.531 ( 47.415) top5 23.438 ( 22.010) | Test: [3][163/198] Time 0.719 Data 0.001 top1 50.000 ( 47.431) top5 23.438 ( 22.019) | Test: [3][164/198] Time 0.714 Data 0.001 top1 50.781 ( 47.451) top5 23.438 ( 22.027) | Test: [3][165/198] Time 0.725 Data 0.001 top1 46.875 ( 47.448) top5 20.312 ( 22.017) | Test: [3][166/198] Time 0.720 Data 0.001 top1 45.312 ( 47.435) top5 26.562 ( 22.044) | Test: [3][167/198] Time 0.725 Data 0.001 top1 46.094 ( 47.427) top5 17.188 ( 22.015) | Test: [3][168/198] Time 0.716 Data 0.001 top1 47.656 ( 47.428) top5 12.500 ( 21.959) | Test: [3][169/198] Time 0.716 Data 0.001 top1 50.000 ( 47.444) top5 25.000 ( 21.977) | Test: [3][170/198] Time 0.718 Data 0.001 top1 49.219 ( 47.454) top5 22.656 ( 21.981) | Test: [3][171/198] Time 0.719 Data 0.001 top1 41.406 ( 47.419) top5 17.969 ( 21.957) | Test: [3][172/198] Time 0.722 Data 0.001 top1 42.188 ( 47.388) top5 20.312 ( 21.948) | Test: [3][173/198] Time 0.724 Data 0.001 top1 47.656 ( 47.390) top5 24.219 ( 21.961) | Test: [3][174/198] Time 0.722 Data 0.001 top1 51.562 ( 47.414) top5 21.094 ( 21.956) | Test: [3][175/198] Time 0.725 Data 0.001 top1 48.438 ( 47.420) top5 17.969 ( 21.933) | Test: [3][176/198] Time 0.737 Data 0.001 top1 44.531 ( 47.403) top5 18.750 ( 21.915) | Test: [3][177/198] Time 0.728 Data 0.001 top1 46.094 ( 47.396) top5 25.000 ( 21.932) | Test: [3][178/198] Time 0.720 Data 0.001 top1 43.750 ( 47.375) top5 17.969 ( 21.910) | Test: [3][179/198] Time 0.712 Data 0.001 top1 46.094 ( 47.368) top5 21.094 ( 21.906) | Test: [3][180/198] Time 0.720 Data 0.000 top1 51.562 ( 47.391) top5 25.000 ( 21.923) | Test: [3][181/198] Time 0.719 Data 0.001 top1 42.969 ( 47.367) top5 19.531 ( 21.910) | Test: [3][182/198] Time 0.716 Data 0.001 top1 47.656 ( 47.369) top5 22.656 ( 21.914) | Test: [3][183/198] Time 0.720 Data 0.000 top1 42.969 ( 47.345) top5 21.094 ( 21.909) | Test: [3][184/198] Time 0.725 Data 0.001 top1 50.781 ( 47.363) top5 25.000 ( 21.926) | Test: [3][185/198] Time 0.718 Data 0.001 top1 49.219 ( 47.373) top5 24.219 ( 21.938) | Test: [3][186/198] Time 0.716 Data 0.001 top1 50.781 ( 47.392) top5 31.250 ( 21.988) | Test: [3][187/198] Time 0.721 Data 0.001 top1 53.906 ( 47.426) top5 18.750 ( 21.971) | Test: [3][188/198] Time 0.714 Data 0.000 top1 48.438 ( 47.432) top5 21.875 ( 21.971) | Test: [3][189/198] Time 0.718 Data 0.000 top1 52.344 ( 47.458) top5 24.219 ( 21.982) | Test: [3][190/198] Time 0.718 Data 0.000 top1 44.531 ( 47.442) top5 21.094 ( 21.978) | Test: [3][191/198] Time 0.722 Data 0.000 top1 51.562 ( 47.464) top5 22.656 ( 21.981) | Test: [3][192/198] Time 0.713 Data 0.000 top1 50.000 ( 47.477) top5 21.875 ( 21.981) | Test: [3][193/198] Time 0.716 Data 0.000 top1 46.094 ( 47.470) top5 23.438 ( 21.988) | Test: [3][194/198] Time 0.717 Data 0.000 top1 50.781 ( 47.487) top5 25.781 ( 22.008) | Test: [3][195/198] Time 0.714 Data 0.000 top1 44.531 ( 47.472) top5 20.312 ( 21.999) | Test: [3][196/198] Time 0.718 Data 0.000 top1 51.562 ( 47.493) top5 25.781 ( 22.018) | Test: [3][197/198] Time 0.254 Data 0.000 top1 58.824 ( 47.550) top5 26.471 ( 22.041) | Test: [3][198/198] Time 0.712 Data 0.000 top1 52.344 ( 47.575) top5 17.969 ( 22.021) * Finished epoch # 3 top1: 47.575 top5: 22.021 * Best model 47.574550653595 22.020526960784 Epoch 4 => Training epoch # 4 | Epoch: [4][1/553] Time 4.829 Data 2.336 Err 1.5311 top1 35.156 top5 17.969 | Epoch: [4][2/553] Time 2.443 Data 0.001 Err 1.3284 top1 31.250 top5 14.062 | Epoch: [4][3/553] Time 2.449 Data 0.001 Err 1.4070 top1 39.844 top5 14.844 | Epoch: [4][4/553] Time 2.451 Data 0.001 Err 1.2297 top1 34.375 top5 9.375 | Epoch: [4][5/553] Time 2.425 Data 0.001 Err 1.3030 top1 35.156 top5 11.719 | Epoch: [4][6/553] Time 2.440 Data 0.001 Err 1.2340 top1 34.375 top5 10.938 | Epoch: [4][7/553] Time 2.431 Data 0.001 Err 1.3768 top1 33.594 top5 12.500 | Epoch: [4][8/553] Time 2.428 Data 0.001 Err 1.4465 top1 38.281 top5 15.625 | Epoch: [4][9/553] Time 2.466 Data 0.001 Err 1.3957 top1 35.938 top5 10.938 | Epoch: [4][10/553] Time 2.459 Data 0.001 Err 1.2918 top1 40.625 top5 11.719 | Epoch: [4][11/553] Time 2.454 Data 0.001 Err 1.5837 top1 39.062 top5 17.969 | Epoch: [4][12/553] Time 2.427 Data 0.001 Err 1.8342 top1 37.500 top5 21.094 | Epoch: [4][13/553] Time 2.472 Data 0.001 Err 1.1066 top1 32.812 top5 10.938 | Epoch: [4][14/553] Time 2.435 Data 0.001 Err 1.3721 top1 34.375 top5 11.719 | Epoch: [4][15/553] Time 2.473 Data 0.001 Err 1.2000 top1 30.469 top5 11.719 | Epoch: [4][16/553] Time 2.449 Data 0.001 Err 1.4126 top1 36.719 top5 13.281 | Epoch: [4][17/553] Time 2.434 Data 0.000 Err 1.6494 top1 43.750 top5 15.625 | Epoch: [4][18/553] Time 2.441 Data 0.001 Err 1.4446 top1 35.156 top5 13.281 | Epoch: [4][19/553] Time 2.454 Data 0.001 Err 1.4713 top1 35.938 top5 14.062 | Epoch: [4][20/553] Time 2.460 Data 0.001 Err 1.2506 top1 34.375 top5 14.062 | Epoch: [4][21/553] Time 2.463 Data 0.001 Err 1.4568 top1 40.625 top5 11.719 | Epoch: [4][22/553] Time 2.432 Data 0.001 Err 1.4620 top1 36.719 top5 14.844 | Epoch: [4][23/553] Time 2.447 Data 0.001 Err 1.3027 top1 32.812 top5 10.938 | Epoch: [4][24/553] Time 2.437 Data 0.001 Err 1.6983 top1 41.406 top5 19.531 | Epoch: [4][25/553] Time 2.466 Data 0.001 Err 1.2268 top1 32.812 top5 15.625 | Epoch: [4][26/553] Time 2.435 Data 0.001 Err 1.3306 top1 34.375 top5 13.281 | Epoch: [4][27/553] Time 2.486 Data 0.001 Err 1.4341 top1 37.500 top5 15.625 | Epoch: [4][28/553] Time 2.438 Data 0.001 Err 1.4481 top1 38.281 top5 13.281 | Epoch: [4][29/553] Time 2.464 Data 0.000 Err 1.5668 top1 39.844 top5 20.312 | Epoch: [4][30/553] Time 2.436 Data 0.001 Err 1.3417 top1 36.719 top5 14.062 | Epoch: [4][31/553] Time 2.468 Data 0.001 Err 1.3944 top1 35.156 top5 10.938 | Epoch: [4][32/553] Time 2.444 Data 0.001 Err 1.4932 top1 39.062 top5 14.062 | Epoch: [4][33/553] Time 2.447 Data 0.001 Err 1.5200 top1 35.156 top5 17.188 | Epoch: [4][34/553] Time 2.433 Data 0.001 Err 1.3090 top1 30.469 top5 14.062 | Epoch: [4][35/553] Time 2.437 Data 0.001 Err 1.2946 top1 32.031 top5 13.281 | Epoch: [4][36/553] Time 2.438 Data 0.001 Err 1.3528 top1 34.375 top5 11.719 | Epoch: [4][37/553] Time 2.479 Data 0.001 Err 1.2405 top1 28.906 top5 9.375 | Epoch: [4][38/553] Time 2.431 Data 0.001 Err 1.3632 top1 34.375 top5 10.938 | Epoch: [4][39/553] Time 2.437 Data 0.001 Err 1.3497 top1 32.031 top5 12.500 | Epoch: [4][40/553] Time 2.452 Data 0.001 Err 1.4558 top1 37.500 top5 14.844 | Epoch: [4][41/553] Time 2.475 Data 0.001 Err 1.5671 top1 35.938 top5 17.188 | Epoch: [4][42/553] Time 2.445 Data 0.001 Err 1.6881 top1 42.969 top5 19.531 | Epoch: [4][43/553] Time 2.437 Data 0.001 Err 1.3711 top1 35.156 top5 15.625 | Epoch: [4][44/553] Time 2.434 Data 0.001 Err 1.2692 top1 28.906 top5 13.281 | Epoch: [4][45/553] Time 2.437 Data 0.001 Err 1.2177 top1 35.156 top5 10.938 | Epoch: [4][46/553] Time 2.435 Data 0.001 Err 1.2221 top1 32.031 top5 12.500 | Epoch: [4][47/553] Time 2.447 Data 0.003 Err 1.3285 top1 32.031 top5 15.625 | Epoch: [4][48/553] Time 2.460 Data 0.001 Err 1.7294 top1 41.406 top5 19.531 | Epoch: [4][49/553] Time 2.453 Data 0.001 Err 1.3003 top1 37.500 top5 12.500 | Epoch: [4][50/553] Time 2.444 Data 0.001 Err 1.2621 top1 34.375 top5 9.375 | Epoch: [4][51/553] Time 2.475 Data 0.001 Err 1.2750 top1 32.031 top5 13.281 | Epoch: [4][52/553] Time 2.438 Data 0.001 Err 1.2601 top1 32.812 top5 11.719 | Epoch: [4][53/553] Time 2.465 Data 0.001 Err 1.0942 top1 27.344 top5 13.281 | Epoch: [4][54/553] Time 2.482 Data 0.001 Err 1.2196 top1 31.250 top5 9.375 | Epoch: [4][55/553] Time 2.446 Data 0.001 Err 1.6401 top1 42.188 top5 18.750 | Epoch: [4][56/553] Time 2.465 Data 0.001 Err 1.6370 top1 39.062 top5 21.875 | Epoch: [4][57/553] Time 2.476 Data 0.001 Err 1.4141 top1 36.719 top5 12.500 | Epoch: [4][58/553] Time 2.444 Data 0.001 Err 1.5110 top1 32.812 top5 17.969 | Epoch: [4][59/553] Time 2.470 Data 0.001 Err 1.4888 top1 34.375 top5 14.062 | Epoch: [4][60/553] Time 2.438 Data 0.001 Err 1.4916 top1 34.375 top5 13.281 | Epoch: [4][61/553] Time 2.444 Data 0.001 Err 1.4716 top1 35.938 top5 17.188 | Epoch: [4][62/553] Time 2.447 Data 0.001 Err 1.3745 top1 34.375 top5 13.281 | Epoch: [4][63/553] Time 2.436 Data 0.001 Err 1.5283 top1 37.500 top5 14.062 | Epoch: [4][64/553] Time 2.438 Data 0.001 Err 1.3694 top1 32.812 top5 15.625 | Epoch: [4][65/553] Time 2.479 Data 0.001 Err 1.8197 top1 49.219 top5 21.875 | Epoch: [4][66/553] Time 2.478 Data 0.001 Err 1.6443 top1 38.281 top5 18.750 | Epoch: [4][67/553] Time 2.436 Data 0.001 Err 1.4059 top1 32.031 top5 15.625 | Epoch: [4][68/553] Time 2.452 Data 0.001 Err 1.5617 top1 38.281 top5 17.969 | Epoch: [4][69/553] Time 2.504 Data 0.001 Err 1.4875 top1 36.719 top5 17.188 | Epoch: [4][70/553] Time 2.515 Data 0.000 Err 1.3488 top1 33.594 top5 14.062 | Epoch: [4][71/553] Time 2.442 Data 0.001 Err 1.2206 top1 30.469 top5 11.719 | Epoch: [4][72/553] Time 2.439 Data 0.001 Err 1.6153 top1 43.750 top5 14.844 | Epoch: [4][73/553] Time 2.450 Data 0.001 Err 1.7867 top1 44.531 top5 19.531 | Epoch: [4][74/553] Time 2.466 Data 0.001 Err 1.2307 top1 29.688 top5 14.844 | Epoch: [4][75/553] Time 2.437 Data 0.001 Err 1.6530 top1 44.531 top5 16.406 | Epoch: [4][76/553] Time 2.453 Data 0.001 Err 1.3261 top1 35.938 top5 14.844 | Epoch: [4][77/553] Time 2.451 Data 0.001 Err 1.4601 top1 37.500 top5 14.844 | Epoch: [4][78/553] Time 2.469 Data 0.001 Err 1.3827 top1 41.406 top5 16.406 | Epoch: [4][79/553] Time 2.444 Data 0.000 Err 1.4849 top1 42.188 top5 14.062 | Epoch: [4][80/553] Time 2.450 Data 0.001 Err 1.5400 top1 42.188 top5 16.406 | Epoch: [4][81/553] Time 2.440 Data 0.001 Err 1.5287 top1 36.719 top5 18.750 | Epoch: [4][82/553] Time 2.445 Data 0.001 Err 1.3936 top1 33.594 top5 14.844 | Epoch: [4][83/553] Time 2.462 Data 0.001 Err 1.4692 top1 47.656 top5 14.062 | Epoch: [4][84/553] Time 2.447 Data 0.001 Err 1.4476 top1 38.281 top5 14.844 | Epoch: [4][85/553] Time 2.467 Data 0.001 Err 1.2559 top1 33.594 top5 13.281 | Epoch: [4][86/553] Time 2.465 Data 0.001 Err 1.6609 top1 42.188 top5 21.094 | Epoch: [4][87/553] Time 2.446 Data 0.001 Err 1.3141 top1 30.469 top5 11.719 | Epoch: [4][88/553] Time 2.459 Data 0.001 Err 1.5498 top1 44.531 top5 13.281 | Epoch: [4][89/553] Time 2.452 Data 0.001 Err 1.2312 top1 34.375 top5 11.719 | Epoch: [4][90/553] Time 2.475 Data 0.001 Err 1.3047 top1 35.156 top5 11.719 | Epoch: [4][91/553] Time 2.444 Data 0.001 Err 1.5659 top1 36.719 top5 20.312 | Epoch: [4][92/553] Time 2.442 Data 0.001 Err 1.4744 top1 38.281 top5 14.062 | Epoch: [4][93/553] Time 2.465 Data 0.001 Err 1.4423 top1 40.625 top5 17.969 | Epoch: [4][94/553] Time 2.445 Data 0.001 Err 1.5395 top1 39.062 top5 17.188 | Epoch: [4][95/553] Time 2.511 Data 0.001 Err 1.3302 top1 32.812 top5 12.500 | Epoch: [4][96/553] Time 2.476 Data 0.001 Err 1.6525 top1 42.969 top5 15.625 | Epoch: [4][97/553] Time 2.444 Data 0.000 Err 1.4826 top1 35.156 top5 16.406 | Epoch: [4][98/553] Time 2.502 Data 0.001 Err 1.5325 top1 38.281 top5 17.969 | Epoch: [4][99/553] Time 2.481 Data 0.001 Err 1.4836 top1 32.812 top5 17.969 | Epoch: [4][100/553] Time 2.446 Data 0.001 Err 1.2586 top1 36.719 top5 13.281 | Epoch: [4][101/553] Time 2.455 Data 0.001 Err 1.3620 top1 30.469 top5 17.188 | Epoch: [4][102/553] Time 2.471 Data 0.001 Err 1.2965 top1 41.406 top5 13.281 | Epoch: [4][103/553] Time 2.446 Data 0.001 Err 1.2808 top1 33.594 top5 12.500 | Epoch: [4][104/553] Time 2.474 Data 0.001 Err 1.4563 top1 37.500 top5 17.188 | Epoch: [4][105/553] Time 2.462 Data 0.000 Err 1.2931 top1 32.031 top5 13.281 | Epoch: [4][106/553] Time 2.446 Data 0.001 Err 1.4370 top1 39.844 top5 16.406 | Epoch: [4][107/553] Time 2.478 Data 0.000 Err 1.4425 top1 34.375 top5 14.062 | Epoch: [4][108/553] Time 2.488 Data 0.001 Err 1.3721 top1 33.594 top5 14.844 | Epoch: [4][109/553] Time 2.467 Data 0.001 Err 1.3759 top1 34.375 top5 17.188 | Epoch: [4][110/553] Time 2.476 Data 0.001 Err 1.1662 top1 31.250 top5 11.719 | Epoch: [4][111/553] Time 2.475 Data 0.001 Err 1.4678 top1 38.281 top5 14.062 | Epoch: [4][112/553] Time 2.436 Data 0.001 Err 1.3552 top1 33.594 top5 12.500 | Epoch: [4][113/553] Time 2.491 Data 0.002 Err 1.3895 top1 32.812 top5 16.406 | Epoch: [4][114/553] Time 2.449 Data 0.001 Err 1.4621 top1 35.938 top5 16.406 | Epoch: [4][115/553] Time 2.477 Data 0.001 Err 1.7008 top1 45.312 top5 17.969 | Epoch: [4][116/553] Time 2.445 Data 0.001 Err 1.4003 top1 40.625 top5 14.844 | Epoch: [4][117/553] Time 2.448 Data 0.001 Err 1.3621 top1 37.500 top5 15.625 | Epoch: [4][118/553] Time 2.451 Data 0.001 Err 1.0395 top1 22.656 top5 7.031 | Epoch: [4][119/553] Time 2.447 Data 0.001 Err 1.2553 top1 35.156 top5 12.500 | Epoch: [4][120/553] Time 2.435 Data 0.001 Err 1.3673 top1 35.156 top5 14.062 | Epoch: [4][121/553] Time 2.444 Data 0.001 Err 1.1887 top1 32.031 top5 13.281 | Epoch: [4][122/553] Time 2.505 Data 0.001 Err 1.3032 top1 31.250 top5 15.625 | Epoch: [4][123/553] Time 2.476 Data 0.001 Err 1.3149 top1 35.938 top5 8.594 | Epoch: [4][124/553] Time 2.458 Data 0.001 Err 1.3492 top1 35.156 top5 14.062 | Epoch: [4][125/553] Time 2.450 Data 0.001 Err 1.2594 top1 29.688 top5 10.938 | Epoch: [4][126/553] Time 2.445 Data 0.001 Err 1.4470 top1 35.156 top5 17.188 | Epoch: [4][127/553] Time 2.441 Data 0.001 Err 1.3799 top1 38.281 top5 14.844 | Epoch: [4][128/553] Time 2.452 Data 0.001 Err 1.4320 top1 37.500 top5 15.625 | Epoch: [4][129/553] Time 2.441 Data 0.001 Err 1.2308 top1 31.250 top5 12.500 | Epoch: [4][130/553] Time 2.457 Data 0.001 Err 1.4902 top1 39.844 top5 11.719 | Epoch: [4][131/553] Time 2.440 Data 0.001 Err 1.3163 top1 32.031 top5 13.281 | Epoch: [4][132/553] Time 2.442 Data 0.004 Err 1.5109 top1 38.281 top5 17.188 | Epoch: [4][133/553] Time 2.451 Data 0.001 Err 1.1591 top1 32.031 top5 10.156 | Epoch: [4][134/553] Time 2.446 Data 0.001 Err 1.7478 top1 46.094 top5 17.188 | Epoch: [4][135/553] Time 2.468 Data 0.001 Err 1.4208 top1 36.719 top5 17.969 | Epoch: [4][136/553] Time 2.488 Data 0.000 Err 1.4137 top1 37.500 top5 14.062 | Epoch: [4][137/553] Time 2.441 Data 0.001 Err 1.3928 top1 36.719 top5 14.844 | Epoch: [4][138/553] Time 2.488 Data 0.001 Err 1.5901 top1 41.406 top5 17.969 | Epoch: [4][139/553] Time 2.444 Data 0.001 Err 1.3996 top1 36.719 top5 13.281 | Epoch: [4][140/553] Time 2.496 Data 0.001 Err 1.5763 top1 39.062 top5 18.750 | Epoch: [4][141/553] Time 2.441 Data 0.001 Err 1.7065 top1 44.531 top5 14.844 | Epoch: [4][142/553] Time 2.454 Data 0.001 Err 1.2741 top1 35.156 top5 7.031 | Epoch: [4][143/553] Time 2.476 Data 0.001 Err 1.2843 top1 32.812 top5 11.719 | Epoch: [4][144/553] Time 2.453 Data 0.001 Err 1.6222 top1 39.062 top5 17.188 | Epoch: [4][145/553] Time 2.442 Data 0.001 Err 1.3522 top1 39.844 top5 13.281 | Epoch: [4][146/553] Time 2.442 Data 0.001 Err 1.2957 top1 35.938 top5 11.719 | Epoch: [4][147/553] Time 2.485 Data 0.001 Err 1.5686 top1 41.406 top5 17.188 | Epoch: [4][148/553] Time 2.443 Data 0.001 Err 1.4651 top1 42.969 top5 12.500 | Epoch: [4][149/553] Time 2.441 Data 0.001 Err 1.4911 top1 39.062 top5 16.406 | Epoch: [4][150/553] Time 2.506 Data 0.001 Err 1.1881 top1 28.125 top5 14.062 | Epoch: [4][151/553] Time 2.450 Data 0.004 Err 1.3008 top1 35.156 top5 13.281 | Epoch: [4][152/553] Time 2.441 Data 0.001 Err 1.3481 top1 33.594 top5 17.969 | Epoch: [4][153/553] Time 2.517 Data 0.001 Err 1.2419 top1 37.500 top5 10.156 | Epoch: [4][154/553] Time 2.443 Data 0.000 Err 1.6343 top1 42.188 top5 15.625 | Epoch: [4][155/553] Time 2.450 Data 0.001 Err 1.5144 top1 38.281 top5 16.406 | Epoch: [4][156/553] Time 2.449 Data 0.000 Err 1.6244 top1 33.594 top5 20.312 | Epoch: [4][157/553] Time 2.440 Data 0.001 Err 1.4819 top1 36.719 top5 14.062 | Epoch: [4][158/553] Time 2.437 Data 0.001 Err 1.3288 top1 34.375 top5 12.500 | Epoch: [4][159/553] Time 2.474 Data 0.001 Err 1.4210 top1 35.938 top5 17.188 | Epoch: [4][160/553] Time 2.442 Data 0.001 Err 1.2976 top1 36.719 top5 14.844 | Epoch: [4][161/553] Time 2.465 Data 0.001 Err 1.4963 top1 33.594 top5 14.062 | Epoch: [4][162/553] Time 2.471 Data 0.001 Err 1.3780 top1 32.031 top5 14.062 | Epoch: [4][163/553] Time 2.444 Data 0.001 Err 1.4235 top1 35.156 top5 17.188 | Epoch: [4][164/553] Time 2.457 Data 0.000 Err 1.4990 top1 37.500 top5 14.844 | Epoch: [4][165/553] Time 2.442 Data 0.001 Err 1.3924 top1 36.719 top5 14.062 | Epoch: [4][166/553] Time 2.450 Data 0.001 Err 1.3163 top1 32.031 top5 13.281 | Epoch: [4][167/553] Time 2.441 Data 0.001 Err 1.2833 top1 28.906 top5 12.500 | Epoch: [4][168/553] Time 2.443 Data 0.001 Err 1.2678 top1 37.500 top5 10.938 | Epoch: [4][169/553] Time 2.492 Data 0.001 Err 1.3369 top1 36.719 top5 13.281 | Epoch: [4][170/553] Time 2.491 Data 0.001 Err 1.7593 top1 39.062 top5 19.531 | Epoch: [4][171/553] Time 2.488 Data 0.001 Err 1.3638 top1 34.375 top5 14.844 | Epoch: [4][172/553] Time 2.440 Data 0.001 Err 1.5147 top1 44.531 top5 14.844 | Epoch: [4][173/553] Time 2.489 Data 0.001 Err 1.6990 top1 43.750 top5 18.750 | Epoch: [4][174/553] Time 2.451 Data 0.001 Err 1.2881 top1 32.031 top5 12.500 | Epoch: [4][175/553] Time 2.436 Data 0.000 Err 1.4441 top1 35.938 top5 14.062 | Epoch: [4][176/553] Time 2.446 Data 0.001 Err 1.6660 top1 39.062 top5 17.969 | Epoch: [4][177/553] Time 2.437 Data 0.001 Err 1.5732 top1 33.594 top5 15.625 | Epoch: [4][178/553] Time 2.435 Data 0.001 Err 1.4809 top1 33.594 top5 17.969 | Epoch: [4][179/553] Time 2.487 Data 0.001 Err 1.4310 top1 37.500 top5 12.500 | Epoch: [4][180/553] Time 2.441 Data 0.001 Err 1.2621 top1 35.156 top5 13.281 | Epoch: [4][181/553] Time 2.470 Data 0.001 Err 1.5669 top1 40.625 top5 17.969 | Epoch: [4][182/553] Time 2.458 Data 0.001 Err 1.5826 top1 37.500 top5 14.844 | Epoch: [4][183/553] Time 2.452 Data 0.001 Err 1.2729 top1 28.125 top5 11.719 | Epoch: [4][184/553] Time 2.437 Data 0.001 Err 1.4101 top1 36.719 top5 12.500 | Epoch: [4][185/553] Time 2.456 Data 0.001 Err 1.1409 top1 32.812 top5 6.250 | Epoch: [4][186/553] Time 2.438 Data 0.001 Err 1.5415 top1 38.281 top5 16.406 | Epoch: [4][187/553] Time 2.450 Data 0.001 Err 1.2188 top1 34.375 top5 10.938 | Epoch: [4][188/553] Time 2.438 Data 0.001 Err 1.4164 top1 39.844 top5 14.844 | Epoch: [4][189/553] Time 2.434 Data 0.001 Err 1.2494 top1 30.469 top5 12.500 | Epoch: [4][190/553] Time 2.465 Data 0.001 Err 1.3089 top1 36.719 top5 14.062 | Epoch: [4][191/553] Time 2.453 Data 0.001 Err 1.5693 top1 37.500 top5 18.750 | Epoch: [4][192/553] Time 2.446 Data 0.001 Err 1.6112 top1 39.062 top5 16.406 | Epoch: [4][193/553] Time 2.448 Data 0.001 Err 1.5810 top1 39.844 top5 19.531 | Epoch: [4][194/553] Time 2.437 Data 0.000 Err 1.3158 top1 35.938 top5 15.625 | Epoch: [4][195/553] Time 2.440 Data 0.001 Err 1.7507 top1 44.531 top5 18.750 | Epoch: [4][196/553] Time 2.444 Data 0.001 Err 1.2409 top1 35.156 top5 7.812 | Epoch: [4][197/553] Time 2.436 Data 0.001 Err 1.2651 top1 32.812 top5 13.281 | Epoch: [4][198/553] Time 2.435 Data 0.001 Err 1.3235 top1 32.812 top5 14.062 | Epoch: [4][199/553] Time 2.451 Data 0.001 Err 1.3531 top1 35.156 top5 11.719 | Epoch: [4][200/553] Time 2.438 Data 0.001 Err 1.1937 top1 30.469 top5 10.156 | Epoch: [4][201/553] Time 2.456 Data 0.001 Err 1.2176 top1 28.906 top5 13.281 | Epoch: [4][202/553] Time 2.447 Data 0.001 Err 1.4634 top1 39.062 top5 17.188 | Epoch: [4][203/553] Time 2.439 Data 0.001 Err 1.7490 top1 43.750 top5 17.969 | Epoch: [4][204/553] Time 2.450 Data 0.001 Err 1.4204 top1 40.625 top5 14.844 | Epoch: [4][205/553] Time 2.514 Data 0.001 Err 1.4637 top1 37.500 top5 14.844 | Epoch: [4][206/553] Time 2.440 Data 0.001 Err 1.3140 top1 30.469 top5 17.969 | Epoch: [4][207/553] Time 2.465 Data 0.001 Err 1.4707 top1 38.281 top5 15.625 | Epoch: [4][208/553] Time 2.435 Data 0.001 Err 1.5594 top1 36.719 top5 17.969 | Epoch: [4][209/553] Time 2.441 Data 0.001 Err 1.4565 top1 40.625 top5 18.750 | Epoch: [4][210/553] Time 2.439 Data 0.001 Err 1.4533 top1 39.844 top5 15.625 | Epoch: [4][211/553] Time 2.458 Data 0.001 Err 1.5183 top1 37.500 top5 11.719 | Epoch: [4][212/553] Time 2.436 Data 0.001 Err 1.3836 top1 38.281 top5 10.156 | Epoch: [4][213/553] Time 2.438 Data 0.001 Err 1.4404 top1 37.500 top5 13.281 | Epoch: [4][214/553] Time 2.464 Data 0.001 Err 1.2914 top1 33.594 top5 13.281 | Epoch: [4][215/553] Time 2.438 Data 0.001 Err 1.2743 top1 30.469 top5 10.156 | Epoch: [4][216/553] Time 2.441 Data 0.001 Err 1.4315 top1 39.844 top5 14.844 | Epoch: [4][217/553] Time 2.461 Data 0.001 Err 1.3982 top1 35.156 top5 15.625 | Epoch: [4][218/553] Time 2.435 Data 0.001 Err 1.6367 top1 41.406 top5 18.750 | Epoch: [4][219/553] Time 2.442 Data 0.001 Err 1.5083 top1 38.281 top5 11.719 | Epoch: [4][220/553] Time 2.446 Data 0.001 Err 1.2329 top1 34.375 top5 11.719 | Epoch: [4][221/553] Time 2.442 Data 0.001 Err 1.1467 top1 28.125 top5 11.719 | Epoch: [4][222/553] Time 2.464 Data 0.001 Err 1.3944 top1 39.062 top5 12.500 | Epoch: [4][223/553] Time 2.515 Data 0.001 Err 1.5027 top1 36.719 top5 18.750 | Epoch: [4][224/553] Time 2.446 Data 0.001 Err 1.2461 top1 35.156 top5 10.938 | Epoch: [4][225/553] Time 2.462 Data 0.001 Err 1.1063 top1 29.688 top5 10.156 | Epoch: [4][226/553] Time 2.496 Data 0.001 Err 1.5003 top1 30.469 top5 14.062 | Epoch: [4][227/553] Time 2.439 Data 0.001 Err 1.5018 top1 40.625 top5 16.406 | Epoch: [4][228/553] Time 2.440 Data 0.001 Err 1.2807 top1 33.594 top5 12.500 | Epoch: [4][229/553] Time 2.443 Data 0.001 Err 1.2117 top1 32.031 top5 11.719 | Epoch: [4][230/553] Time 2.470 Data 0.001 Err 1.3198 top1 32.812 top5 15.625 | Epoch: [4][231/553] Time 2.482 Data 0.001 Err 1.2423 top1 30.469 top5 11.719 | Epoch: [4][232/553] Time 2.438 Data 0.001 Err 1.4661 top1 32.812 top5 16.406 | Epoch: [4][233/553] Time 2.449 Data 0.001 Err 1.6815 top1 43.750 top5 21.094 | Epoch: [4][234/553] Time 2.449 Data 0.001 Err 1.5553 top1 38.281 top5 18.750 | Epoch: [4][235/553] Time 2.450 Data 0.001 Err 1.3471 top1 35.938 top5 10.156 | Epoch: [4][236/553] Time 2.436 Data 0.001 Err 1.4027 top1 34.375 top5 15.625 | Epoch: [4][237/553] Time 2.440 Data 0.001 Err 1.5885 top1 43.750 top5 18.750 | Epoch: [4][238/553] Time 2.437 Data 0.001 Err 1.5841 top1 37.500 top5 18.750 | Epoch: [4][239/553] Time 2.447 Data 0.001 Err 1.4041 top1 36.719 top5 13.281 | Epoch: [4][240/553] Time 2.446 Data 0.001 Err 1.2431 top1 30.469 top5 14.062 | Epoch: [4][241/553] Time 2.447 Data 0.001 Err 1.3920 top1 32.812 top5 14.844 | Epoch: [4][242/553] Time 2.449 Data 0.001 Err 1.3061 top1 32.812 top5 12.500 | Epoch: [4][243/553] Time 2.444 Data 0.001 Err 1.8432 top1 45.312 top5 21.875 | Epoch: [4][244/553] Time 2.441 Data 0.001 Err 1.5203 top1 36.719 top5 14.844 | Epoch: [4][245/553] Time 2.469 Data 0.001 Err 1.1285 top1 28.125 top5 10.156 | Epoch: [4][246/553] Time 2.440 Data 0.001 Err 1.4142 top1 32.031 top5 14.844 | Epoch: [4][247/553] Time 2.486 Data 0.001 Err 1.3650 top1 35.938 top5 14.062 | Epoch: [4][248/553] Time 2.447 Data 0.001 Err 1.3679 top1 35.938 top5 12.500 | Epoch: [4][249/553] Time 2.492 Data 0.001 Err 1.2155 top1 26.562 top5 14.062 | Epoch: [4][250/553] Time 2.500 Data 0.001 Err 1.4525 top1 39.844 top5 12.500 | Epoch: [4][251/553] Time 2.434 Data 0.001 Err 1.3113 top1 35.156 top5 14.062 | Epoch: [4][252/553] Time 2.445 Data 0.001 Err 1.4347 top1 31.250 top5 14.062 | Epoch: [4][253/553] Time 2.438 Data 0.001 Err 1.2423 top1 35.156 top5 10.938 | Epoch: [4][254/553] Time 2.437 Data 0.001 Err 1.3001 top1 32.031 top5 11.719 | Epoch: [4][255/553] Time 2.438 Data 0.001 Err 1.4444 top1 33.594 top5 13.281 | Epoch: [4][256/553] Time 2.440 Data 0.001 Err 1.4048 top1 39.062 top5 15.625 | Epoch: [4][257/553] Time 2.463 Data 0.001 Err 1.4924 top1 35.156 top5 17.188 | Epoch: [4][258/553] Time 2.460 Data 0.001 Err 1.3915 top1 39.844 top5 11.719 | Epoch: [4][259/553] Time 2.485 Data 0.001 Err 1.5957 top1 40.625 top5 17.969 | Epoch: [4][260/553] Time 2.443 Data 0.000 Err 1.2866 top1 32.812 top5 11.719 | Epoch: [4][261/553] Time 2.451 Data 0.001 Err 1.4392 top1 40.625 top5 15.625 | Epoch: [4][262/553] Time 2.477 Data 0.000 Err 1.6567 top1 39.844 top5 17.188 | Epoch: [4][263/553] Time 2.443 Data 0.001 Err 1.5173 top1 38.281 top5 17.969 | Epoch: [4][264/553] Time 2.449 Data 0.001 Err 1.5602 top1 39.844 top5 14.062 | Epoch: [4][265/553] Time 2.442 Data 0.001 Err 1.3168 top1 34.375 top5 14.062 | Epoch: [4][266/553] Time 2.452 Data 0.001 Err 1.5952 top1 40.625 top5 15.625 | Epoch: [4][267/553] Time 2.441 Data 0.001 Err 1.2270 top1 31.250 top5 14.062 | Epoch: [4][268/553] Time 2.444 Data 0.001 Err 1.4057 top1 33.594 top5 15.625 | Epoch: [4][269/553] Time 2.430 Data 0.001 Err 1.5432 top1 39.062 top5 17.188 | Epoch: [4][270/553] Time 2.438 Data 0.001 Err 1.2876 top1 32.812 top5 12.500 | Epoch: [4][271/553] Time 2.444 Data 0.001 Err 1.5051 top1 37.500 top5 14.062 | Epoch: [4][272/553] Time 2.442 Data 0.001 Err 1.4493 top1 32.812 top5 15.625 | Epoch: [4][273/553] Time 2.465 Data 0.001 Err 1.6423 top1 45.312 top5 17.188 | Epoch: [4][274/553] Time 2.438 Data 0.001 Err 1.3575 top1 38.281 top5 15.625 | Epoch: [4][275/553] Time 2.469 Data 0.001 Err 1.5583 top1 42.969 top5 17.969 | Epoch: [4][276/553] Time 2.441 Data 0.001 Err 1.5304 top1 39.844 top5 14.844 | Epoch: [4][277/553] Time 2.505 Data 0.001 Err 1.4214 top1 37.500 top5 17.188 | Epoch: [4][278/553] Time 2.475 Data 0.000 Err 1.2497 top1 32.031 top5 14.062 | Epoch: [4][279/553] Time 2.500 Data 0.001 Err 1.3579 top1 37.500 top5 12.500 | Epoch: [4][280/553] Time 2.435 Data 0.001 Err 1.1176 top1 28.906 top5 14.062 | Epoch: [4][281/553] Time 2.498 Data 0.001 Err 1.4256 top1 32.031 top5 17.969 | Epoch: [4][282/553] Time 2.442 Data 0.001 Err 1.2267 top1 31.250 top5 11.719 | Epoch: [4][283/553] Time 2.446 Data 0.001 Err 1.7781 top1 46.875 top5 21.094 | Epoch: [4][284/553] Time 2.480 Data 0.001 Err 1.2597 top1 38.281 top5 11.719 | Epoch: [4][285/553] Time 2.513 Data 0.001 Err 1.1983 top1 32.031 top5 11.719 | Epoch: [4][286/553] Time 2.434 Data 0.001 Err 1.2424 top1 35.938 top5 10.156 | Epoch: [4][287/553] Time 2.446 Data 0.001 Err 1.4029 top1 37.500 top5 14.844 | Epoch: [4][288/553] Time 2.437 Data 0.001 Err 1.3835 top1 39.844 top5 11.719 | Epoch: [4][289/553] Time 2.443 Data 0.001 Err 1.4297 top1 37.500 top5 17.188 | Epoch: [4][290/553] Time 2.438 Data 0.001 Err 1.6067 top1 42.188 top5 17.969 | Epoch: [4][291/553] Time 2.439 Data 0.001 Err 1.2576 top1 32.812 top5 12.500 | Epoch: [4][292/553] Time 2.447 Data 0.001 Err 1.2283 top1 29.688 top5 12.500 | Epoch: [4][293/553] Time 2.452 Data 0.001 Err 1.3527 top1 30.469 top5 12.500 | Epoch: [4][294/553] Time 2.446 Data 0.001 Err 1.5047 top1 42.188 top5 15.625 | Epoch: [4][295/553] Time 2.448 Data 0.001 Err 1.5569 top1 32.812 top5 17.969 | Epoch: [4][296/553] Time 2.440 Data 0.000 Err 1.2080 top1 29.688 top5 10.156 | Epoch: [4][297/553] Time 2.443 Data 0.001 Err 1.5707 top1 41.406 top5 15.625 | Epoch: [4][298/553] Time 2.505 Data 0.001 Err 1.6421 top1 41.406 top5 18.750 | Epoch: [4][299/553] Time 2.457 Data 0.001 Err 1.4576 top1 38.281 top5 13.281 | Epoch: [4][300/553] Time 2.441 Data 0.001 Err 1.3300 top1 29.688 top5 13.281 | Epoch: [4][301/553] Time 2.443 Data 0.001 Err 1.7698 top1 46.094 top5 19.531 | Epoch: [4][302/553] Time 2.476 Data 0.001 Err 1.1874 top1 34.375 top5 10.938 | Epoch: [4][303/553] Time 2.464 Data 0.001 Err 1.2602 top1 31.250 top5 11.719 | Epoch: [4][304/553] Time 2.443 Data 0.001 Err 1.6213 top1 40.625 top5 18.750 | Epoch: [4][305/553] Time 2.452 Data 0.001 Err 1.0383 top1 31.250 top5 9.375 | Epoch: [4][306/553] Time 2.472 Data 0.001 Err 1.4201 top1 30.469 top5 10.938 | Epoch: [4][307/553] Time 2.456 Data 0.001 Err 1.7178 top1 39.844 top5 21.875 | Epoch: [4][308/553] Time 2.440 Data 0.001 Err 1.2568 top1 32.812 top5 10.938 | Epoch: [4][309/553] Time 2.435 Data 0.001 Err 1.1701 top1 30.469 top5 10.938 | Epoch: [4][310/553] Time 2.465 Data 0.001 Err 1.6927 top1 38.281 top5 22.656 | Epoch: [4][311/553] Time 2.482 Data 0.001 Err 1.4085 top1 32.812 top5 14.844 | Epoch: [4][312/553] Time 2.438 Data 0.001 Err 1.3304 top1 38.281 top5 12.500 | Epoch: [4][313/553] Time 2.445 Data 0.001 Err 1.5999 top1 35.156 top5 16.406 | Epoch: [4][314/553] Time 2.440 Data 0.001 Err 1.5616 top1 37.500 top5 16.406 | Epoch: [4][315/553] Time 2.446 Data 0.001 Err 1.3656 top1 34.375 top5 12.500 | Epoch: [4][316/553] Time 2.433 Data 0.001 Err 1.5662 top1 39.844 top5 15.625 | Epoch: [4][317/553] Time 2.435 Data 0.000 Err 1.5281 top1 37.500 top5 14.062 | Epoch: [4][318/553] Time 2.458 Data 0.001 Err 1.2720 top1 32.031 top5 13.281 | Epoch: [4][319/553] Time 2.499 Data 0.001 Err 1.5708 top1 39.844 top5 18.750 | Epoch: [4][320/553] Time 2.453 Data 0.001 Err 1.2186 top1 28.906 top5 11.719 | Epoch: [4][321/553] Time 2.439 Data 0.001 Err 1.5697 top1 35.156 top5 16.406 | Epoch: [4][322/553] Time 2.465 Data 0.001 Err 1.5503 top1 38.281 top5 18.750 | Epoch: [4][323/553] Time 2.438 Data 0.001 Err 1.4596 top1 41.406 top5 18.750 | Epoch: [4][324/553] Time 2.471 Data 0.001 Err 1.5009 top1 42.188 top5 15.625 | Epoch: [4][325/553] Time 2.475 Data 0.001 Err 1.2830 top1 35.938 top5 9.375 | Epoch: [4][326/553] Time 2.434 Data 0.001 Err 1.4766 top1 35.938 top5 15.625 | Epoch: [4][327/553] Time 2.494 Data 0.001 Err 1.1586 top1 31.250 top5 8.594 | Epoch: [4][328/553] Time 2.443 Data 0.001 Err 1.2459 top1 31.250 top5 13.281 | Epoch: [4][329/553] Time 2.455 Data 0.001 Err 1.6082 top1 40.625 top5 19.531 | Epoch: [4][330/553] Time 2.469 Data 0.001 Err 1.4001 top1 32.031 top5 13.281 | Epoch: [4][331/553] Time 2.439 Data 0.001 Err 1.5203 top1 39.062 top5 16.406 | Epoch: [4][332/553] Time 2.437 Data 0.001 Err 1.6458 top1 34.375 top5 18.750 | Epoch: [4][333/553] Time 2.440 Data 0.001 Err 1.3225 top1 34.375 top5 12.500 | Epoch: [4][334/553] Time 2.462 Data 0.001 Err 1.5650 top1 38.281 top5 20.312 | Epoch: [4][335/553] Time 2.437 Data 0.001 Err 1.7123 top1 39.844 top5 16.406 | Epoch: [4][336/553] Time 2.448 Data 0.001 Err 1.5633 top1 35.938 top5 14.062 | Epoch: [4][337/553] Time 2.434 Data 0.001 Err 1.3838 top1 35.938 top5 14.844 | Epoch: [4][338/553] Time 2.438 Data 0.001 Err 1.3987 top1 34.375 top5 17.969 | Epoch: [4][339/553] Time 2.445 Data 0.001 Err 1.7935 top1 36.719 top5 17.969 | Epoch: [4][340/553] Time 2.446 Data 0.001 Err 1.4013 top1 35.938 top5 17.969 | Epoch: [4][341/553] Time 2.449 Data 0.001 Err 1.2844 top1 31.250 top5 14.062 | Epoch: [4][342/553] Time 2.433 Data 0.001 Err 1.1784 top1 32.812 top5 10.156 | Epoch: [4][343/553] Time 2.462 Data 0.001 Err 1.1071 top1 25.000 top5 9.375 | Epoch: [4][344/553] Time 2.444 Data 0.001 Err 1.2427 top1 37.500 top5 10.938 | Epoch: [4][345/553] Time 2.433 Data 0.001 Err 1.3063 top1 33.594 top5 12.500 | Epoch: [4][346/553] Time 2.438 Data 0.001 Err 1.2248 top1 31.250 top5 14.062 | Epoch: [4][347/553] Time 2.441 Data 0.001 Err 1.2463 top1 32.031 top5 12.500 | Epoch: [4][348/553] Time 2.438 Data 0.001 Err 1.5019 top1 42.969 top5 13.281 | Epoch: [4][349/553] Time 2.439 Data 0.001 Err 1.3499 top1 36.719 top5 14.062 | Epoch: [4][350/553] Time 2.436 Data 0.001 Err 1.4773 top1 35.156 top5 17.969 | Epoch: [4][351/553] Time 2.438 Data 0.001 Err 1.0116 top1 28.125 top5 9.375 | Epoch: [4][352/553] Time 2.439 Data 0.000 Err 1.6915 top1 42.188 top5 19.531 | Epoch: [4][353/553] Time 2.447 Data 0.001 Err 1.4149 top1 38.281 top5 12.500 | Epoch: [4][354/553] Time 2.442 Data 0.001 Err 1.3662 top1 37.500 top5 13.281 | Epoch: [4][355/553] Time 2.439 Data 0.001 Err 1.4818 top1 35.938 top5 14.062 | Epoch: [4][356/553] Time 2.442 Data 0.001 Err 1.4547 top1 35.938 top5 17.969 | Epoch: [4][357/553] Time 2.452 Data 0.001 Err 1.4170 top1 40.625 top5 9.375 | Epoch: [4][358/553] Time 2.466 Data 0.001 Err 1.6774 top1 43.750 top5 20.312 | Epoch: [4][359/553] Time 2.445 Data 0.001 Err 1.5009 top1 42.188 top5 15.625 | Epoch: [4][360/553] Time 2.439 Data 0.001 Err 1.4761 top1 40.625 top5 12.500 | Epoch: [4][361/553] Time 2.444 Data 0.001 Err 1.2181 top1 38.281 top5 8.594 | Epoch: [4][362/553] Time 2.459 Data 0.001 Err 1.2394 top1 30.469 top5 7.031 | Epoch: [4][363/553] Time 2.440 Data 0.001 Err 1.3633 top1 35.156 top5 13.281 | Epoch: [4][364/553] Time 2.471 Data 0.001 Err 1.5458 top1 39.844 top5 14.844 | Epoch: [4][365/553] Time 2.449 Data 0.000 Err 1.3224 top1 32.031 top5 14.844 | Epoch: [4][366/553] Time 2.509 Data 0.001 Err 1.3644 top1 35.156 top5 14.062 | Epoch: [4][367/553] Time 2.450 Data 0.001 Err 1.3402 top1 34.375 top5 11.719 | Epoch: [4][368/553] Time 2.446 Data 0.001 Err 1.2197 top1 35.156 top5 10.938 | Epoch: [4][369/553] Time 2.469 Data 0.001 Err 1.5371 top1 36.719 top5 19.531 | Epoch: [4][370/553] Time 2.476 Data 0.001 Err 1.5017 top1 38.281 top5 12.500 | Epoch: [4][371/553] Time 2.480 Data 0.001 Err 1.4063 top1 41.406 top5 11.719 | Epoch: [4][372/553] Time 2.449 Data 0.001 Err 1.6324 top1 42.188 top5 18.750 | Epoch: [4][373/553] Time 2.468 Data 0.001 Err 1.1050 top1 29.688 top5 10.156 | Epoch: [4][374/553] Time 2.469 Data 0.001 Err 1.3728 top1 35.938 top5 14.844 | Epoch: [4][375/553] Time 2.446 Data 0.001 Err 1.3269 top1 38.281 top5 12.500 | Epoch: [4][376/553] Time 2.439 Data 0.001 Err 1.6470 top1 45.312 top5 14.062 | Epoch: [4][377/553] Time 2.457 Data 0.001 Err 1.4061 top1 34.375 top5 13.281 | Epoch: [4][378/553] Time 2.467 Data 0.001 Err 1.5231 top1 39.844 top5 13.281 | Epoch: [4][379/553] Time 2.450 Data 0.001 Err 1.1266 top1 27.344 top5 7.812 | Epoch: [4][380/553] Time 2.438 Data 0.001 Err 1.3976 top1 38.281 top5 14.844 | Epoch: [4][381/553] Time 2.477 Data 0.001 Err 1.4800 top1 35.156 top5 14.062 | Epoch: [4][382/553] Time 2.435 Data 0.001 Err 1.3074 top1 34.375 top5 13.281 | Epoch: [4][383/553] Time 2.466 Data 0.001 Err 1.1475 top1 31.250 top5 7.812 | Epoch: [4][384/553] Time 2.436 Data 0.001 Err 1.3544 top1 34.375 top5 13.281 | Epoch: [4][385/553] Time 2.441 Data 0.001 Err 1.5723 top1 37.500 top5 18.750 | Epoch: [4][386/553] Time 2.456 Data 0.001 Err 1.5981 top1 39.844 top5 16.406 | Epoch: [4][387/553] Time 2.505 Data 0.001 Err 1.3084 top1 34.375 top5 14.062 | Epoch: [4][388/553] Time 2.434 Data 0.001 Err 1.2252 top1 28.906 top5 15.625 | Epoch: [4][389/553] Time 2.466 Data 0.001 Err 1.4603 top1 39.844 top5 14.062 | Epoch: [4][390/553] Time 2.506 Data 0.001 Err 1.3348 top1 36.719 top5 15.625 | Epoch: [4][391/553] Time 2.433 Data 0.001 Err 1.6399 top1 38.281 top5 20.312 | Epoch: [4][392/553] Time 2.437 Data 0.001 Err 1.4164 top1 35.156 top5 17.188 | Epoch: [4][393/553] Time 2.441 Data 0.001 Err 1.5843 top1 35.938 top5 19.531 | Epoch: [4][394/553] Time 2.438 Data 0.001 Err 1.3554 top1 36.719 top5 13.281 | Epoch: [4][395/553] Time 2.494 Data 0.001 Err 1.3710 top1 35.938 top5 16.406 | Epoch: [4][396/553] Time 2.449 Data 0.001 Err 1.1826 top1 32.031 top5 10.938 | Epoch: [4][397/553] Time 2.447 Data 0.001 Err 1.2587 top1 32.812 top5 14.844 | Epoch: [4][398/553] Time 2.470 Data 0.001 Err 1.2246 top1 31.250 top5 11.719 | Epoch: [4][399/553] Time 2.452 Data 0.000 Err 1.1683 top1 32.031 top5 12.500 | Epoch: [4][400/553] Time 2.436 Data 0.001 Err 1.5032 top1 40.625 top5 17.188 | Epoch: [4][401/553] Time 2.439 Data 0.001 Err 1.7410 top1 41.406 top5 19.531 | Epoch: [4][402/553] Time 2.454 Data 0.001 Err 1.4008 top1 33.594 top5 15.625 | Epoch: [4][403/553] Time 2.473 Data 0.001 Err 1.4083 top1 33.594 top5 17.188 | Epoch: [4][404/553] Time 2.444 Data 0.001 Err 1.4271 top1 32.031 top5 17.969 | Epoch: [4][405/553] Time 2.447 Data 0.001 Err 1.2472 top1 27.344 top5 12.500 | Epoch: [4][406/553] Time 2.446 Data 0.001 Err 1.4758 top1 34.375 top5 15.625 | Epoch: [4][407/553] Time 2.476 Data 0.001 Err 1.2803 top1 30.469 top5 15.625 | Epoch: [4][408/553] Time 2.440 Data 0.001 Err 1.2859 top1 31.250 top5 12.500 | Epoch: [4][409/553] Time 2.435 Data 0.001 Err 1.1943 top1 28.906 top5 14.062 | Epoch: [4][410/553] Time 2.436 Data 0.001 Err 1.3126 top1 32.812 top5 11.719 | Epoch: [4][411/553] Time 2.458 Data 0.001 Err 1.3505 top1 32.031 top5 12.500 | Epoch: [4][412/553] Time 2.480 Data 0.001 Err 1.3979 top1 36.719 top5 17.188 | Epoch: [4][413/553] Time 2.435 Data 0.001 Err 1.3131 top1 33.594 top5 14.062 | Epoch: [4][414/553] Time 2.491 Data 0.001 Err 1.9468 top1 44.531 top5 21.875 | Epoch: [4][415/553] Time 2.462 Data 0.001 Err 1.6193 top1 40.625 top5 13.281 | Epoch: [4][416/553] Time 2.442 Data 0.001 Err 1.3607 top1 34.375 top5 15.625 | Epoch: [4][417/553] Time 2.438 Data 0.001 Err 1.1599 top1 32.031 top5 10.938 | Epoch: [4][418/553] Time 2.468 Data 0.001 Err 1.3716 top1 36.719 top5 16.406 | Epoch: [4][419/553] Time 2.463 Data 0.001 Err 1.3931 top1 36.719 top5 13.281 | Epoch: [4][420/553] Time 2.460 Data 0.001 Err 1.4863 top1 37.500 top5 14.062 | Epoch: [4][421/553] Time 2.437 Data 0.001 Err 1.6201 top1 34.375 top5 19.531 | Epoch: [4][422/553] Time 2.440 Data 0.001 Err 1.3686 top1 34.375 top5 12.500 | Epoch: [4][423/553] Time 2.467 Data 0.001 Err 1.5456 top1 44.531 top5 18.750 | Epoch: [4][424/553] Time 2.437 Data 0.001 Err 1.7175 top1 37.500 top5 17.188 | Epoch: [4][425/553] Time 2.500 Data 0.001 Err 1.3567 top1 31.250 top5 15.625 | Epoch: [4][426/553] Time 2.443 Data 0.001 Err 1.0393 top1 28.906 top5 7.812 | Epoch: [4][427/553] Time 2.464 Data 0.001 Err 1.4716 top1 38.281 top5 17.188 | Epoch: [4][428/553] Time 2.460 Data 0.001 Err 1.4650 top1 35.938 top5 17.188 | Epoch: [4][429/553] Time 2.478 Data 0.001 Err 1.2844 top1 34.375 top5 10.938 | Epoch: [4][430/553] Time 2.482 Data 0.001 Err 1.5139 top1 39.844 top5 16.406 | Epoch: [4][431/553] Time 2.467 Data 0.000 Err 1.3412 top1 26.562 top5 13.281 | Epoch: [4][432/553] Time 2.474 Data 0.001 Err 1.2804 top1 28.125 top5 10.938 | Epoch: [4][433/553] Time 2.460 Data 0.001 Err 1.4438 top1 35.156 top5 15.625 | Epoch: [4][434/553] Time 2.468 Data 0.001 Err 1.2171 top1 34.375 top5 10.938 | Epoch: [4][435/553] Time 2.460 Data 0.001 Err 1.4779 top1 38.281 top5 14.062 | Epoch: [4][436/553] Time 2.442 Data 0.001 Err 1.5521 top1 35.156 top5 17.969 | Epoch: [4][437/553] Time 2.434 Data 0.000 Err 1.3990 top1 40.625 top5 17.969 | Epoch: [4][438/553] Time 2.477 Data 0.001 Err 1.5580 top1 41.406 top5 16.406 | Epoch: [4][439/553] Time 2.504 Data 0.001 Err 1.5884 top1 41.406 top5 16.406 | Epoch: [4][440/553] Time 2.456 Data 0.001 Err 1.6821 top1 37.500 top5 18.750 | Epoch: [4][441/553] Time 2.470 Data 0.000 Err 1.5010 top1 33.594 top5 17.969 | Epoch: [4][442/553] Time 2.466 Data 0.001 Err 1.2599 top1 29.688 top5 10.938 | Epoch: [4][443/553] Time 2.450 Data 0.001 Err 1.2963 top1 33.594 top5 10.156 | Epoch: [4][444/553] Time 2.462 Data 0.001 Err 1.5556 top1 40.625 top5 15.625 | Epoch: [4][445/553] Time 2.468 Data 0.001 Err 1.4926 top1 40.625 top5 12.500 | Epoch: [4][446/553] Time 2.445 Data 0.001 Err 1.3282 top1 35.156 top5 11.719 | Epoch: [4][447/553] Time 2.451 Data 0.001 Err 1.3819 top1 32.812 top5 16.406 | Epoch: [4][448/553] Time 2.462 Data 0.001 Err 1.3891 top1 35.156 top5 13.281 | Epoch: [4][449/553] Time 2.462 Data 0.001 Err 1.4434 top1 42.969 top5 14.062 | Epoch: [4][450/553] Time 2.441 Data 0.001 Err 1.3414 top1 32.812 top5 14.062 | Epoch: [4][451/553] Time 2.452 Data 0.000 Err 1.4782 top1 40.625 top5 13.281 | Epoch: [4][452/553] Time 2.467 Data 0.001 Err 1.1433 top1 29.688 top5 8.594 | Epoch: [4][453/553] Time 2.467 Data 0.001 Err 1.3034 top1 35.938 top5 14.844 | Epoch: [4][454/553] Time 2.467 Data 0.001 Err 1.2765 top1 29.688 top5 10.938 | Epoch: [4][455/553] Time 2.436 Data 0.001 Err 1.4329 top1 38.281 top5 11.719 | Epoch: [4][456/553] Time 2.439 Data 0.001 Err 1.5760 top1 42.188 top5 15.625 | Epoch: [4][457/553] Time 2.507 Data 0.001 Err 1.6636 top1 42.969 top5 18.750 | Epoch: [4][458/553] Time 2.477 Data 0.001 Err 1.2105 top1 33.594 top5 10.938 | Epoch: [4][459/553] Time 2.442 Data 0.001 Err 1.3598 top1 33.594 top5 13.281 | Epoch: [4][460/553] Time 2.451 Data 0.001 Err 1.6614 top1 39.844 top5 16.406 | Epoch: [4][461/553] Time 2.443 Data 0.001 Err 1.6323 top1 39.844 top5 20.312 | Epoch: [4][462/553] Time 2.468 Data 0.001 Err 1.2125 top1 30.469 top5 11.719 | Epoch: [4][463/553] Time 2.434 Data 0.001 Err 1.5614 top1 38.281 top5 17.188 | Epoch: [4][464/553] Time 2.442 Data 0.001 Err 1.0761 top1 27.344 top5 10.156 | Epoch: [4][465/553] Time 2.498 Data 0.001 Err 1.3410 top1 32.031 top5 11.719 | Epoch: [4][466/553] Time 2.468 Data 0.001 Err 1.2933 top1 34.375 top5 9.375 | Epoch: [4][467/553] Time 2.441 Data 0.001 Err 1.4333 top1 37.500 top5 13.281 | Epoch: [4][468/553] Time 2.445 Data 0.001 Err 1.2717 top1 32.812 top5 10.156 | Epoch: [4][469/553] Time 2.445 Data 0.001 Err 1.2272 top1 30.469 top5 13.281 | Epoch: [4][470/553] Time 2.458 Data 0.001 Err 1.2443 top1 35.938 top5 14.062 | Epoch: [4][471/553] Time 2.451 Data 0.001 Err 1.6349 top1 39.844 top5 21.094 | Epoch: [4][472/553] Time 2.508 Data 0.001 Err 1.4600 top1 36.719 top5 12.500 | Epoch: [4][473/553] Time 2.454 Data 0.001 Err 1.3952 top1 34.375 top5 14.062 | Epoch: [4][474/553] Time 2.459 Data 0.001 Err 1.3539 top1 35.938 top5 14.062 | Epoch: [4][475/553] Time 2.462 Data 0.001 Err 1.2663 top1 32.812 top5 10.938 | Epoch: [4][476/553] Time 2.436 Data 0.001 Err 1.1861 top1 28.125 top5 14.844 | Epoch: [4][477/553] Time 2.442 Data 0.001 Err 1.2130 top1 33.594 top5 10.156 | Epoch: [4][478/553] Time 2.443 Data 0.001 Err 1.4868 top1 38.281 top5 17.188 | Epoch: [4][479/553] Time 2.435 Data 0.001 Err 1.6375 top1 41.406 top5 18.750 | Epoch: [4][480/553] Time 2.441 Data 0.001 Err 1.7112 top1 40.625 top5 18.750 | Epoch: [4][481/553] Time 2.441 Data 0.001 Err 1.2517 top1 33.594 top5 13.281 | Epoch: [4][482/553] Time 2.473 Data 0.001 Err 1.4982 top1 38.281 top5 15.625 | Epoch: [4][483/553] Time 2.461 Data 0.001 Err 1.3185 top1 35.938 top5 13.281 | Epoch: [4][484/553] Time 2.471 Data 0.001 Err 1.6003 top1 35.156 top5 14.844 | Epoch: [4][485/553] Time 2.438 Data 0.001 Err 1.5458 top1 39.844 top5 14.844 | Epoch: [4][486/553] Time 2.438 Data 0.001 Err 1.1901 top1 32.031 top5 11.719 | Epoch: [4][487/553] Time 2.436 Data 0.001 Err 1.2323 top1 33.594 top5 9.375 | Epoch: [4][488/553] Time 2.443 Data 0.001 Err 1.0998 top1 31.250 top5 10.156 | Epoch: [4][489/553] Time 2.437 Data 0.001 Err 1.5410 top1 42.969 top5 14.844 | Epoch: [4][490/553] Time 2.448 Data 0.001 Err 1.4030 top1 35.938 top5 13.281 | Epoch: [4][491/553] Time 2.436 Data 0.001 Err 1.2909 top1 28.906 top5 10.938 | Epoch: [4][492/553] Time 2.442 Data 0.001 Err 1.1908 top1 30.469 top5 14.844 | Epoch: [4][493/553] Time 2.439 Data 0.001 Err 1.2747 top1 32.812 top5 14.844 | Epoch: [4][494/553] Time 2.474 Data 0.001 Err 1.4746 top1 38.281 top5 16.406 | Epoch: [4][495/553] Time 2.438 Data 0.001 Err 1.3189 top1 34.375 top5 13.281 | Epoch: [4][496/553] Time 2.451 Data 0.001 Err 1.3805 top1 35.938 top5 14.844 | Epoch: [4][497/553] Time 2.433 Data 0.001 Err 1.6498 top1 42.188 top5 17.188 | Epoch: [4][498/553] Time 2.438 Data 0.001 Err 1.5501 top1 37.500 top5 18.750 | Epoch: [4][499/553] Time 2.464 Data 0.001 Err 1.2611 top1 32.031 top5 12.500 | Epoch: [4][500/553] Time 2.507 Data 0.001 Err 1.1404 top1 32.812 top5 9.375 | Epoch: [4][501/553] Time 2.448 Data 0.001 Err 1.7816 top1 46.875 top5 20.312 | Epoch: [4][502/553] Time 2.443 Data 0.001 Err 1.2218 top1 31.250 top5 12.500 | Epoch: [4][503/553] Time 2.466 Data 0.001 Err 1.5402 top1 44.531 top5 15.625 | Epoch: [4][504/553] Time 2.462 Data 0.001 Err 1.6583 top1 39.844 top5 16.406 | Epoch: [4][505/553] Time 2.476 Data 0.001 Err 1.3177 top1 32.031 top5 13.281 | Epoch: [4][506/553] Time 2.482 Data 0.001 Err 1.1752 top1 29.688 top5 14.844 | Epoch: [4][507/553] Time 2.476 Data 0.001 Err 1.3250 top1 34.375 top5 16.406 | Epoch: [4][508/553] Time 2.480 Data 0.001 Err 1.3159 top1 35.156 top5 13.281 | Epoch: [4][509/553] Time 2.437 Data 0.001 Err 1.4210 top1 35.156 top5 14.844 | Epoch: [4][510/553] Time 2.446 Data 0.001 Err 1.3862 top1 35.938 top5 14.844 | Epoch: [4][511/553] Time 2.456 Data 0.001 Err 1.2537 top1 32.031 top5 13.281 | Epoch: [4][512/553] Time 2.464 Data 0.001 Err 1.4798 top1 34.375 top5 14.062 | Epoch: [4][513/553] Time 2.477 Data 0.001 Err 1.6241 top1 36.719 top5 16.406 | Epoch: [4][514/553] Time 2.440 Data 0.001 Err 1.2830 top1 35.938 top5 10.156 | Epoch: [4][515/553] Time 2.514 Data 0.001 Err 1.3981 top1 32.812 top5 11.719 | Epoch: [4][516/553] Time 2.462 Data 0.001 Err 1.3070 top1 30.469 top5 13.281 | Epoch: [4][517/553] Time 2.433 Data 0.000 Err 1.1622 top1 31.250 top5 8.594 | Epoch: [4][518/553] Time 2.436 Data 0.001 Err 1.2757 top1 32.031 top5 13.281 | Epoch: [4][519/553] Time 2.479 Data 0.001 Err 1.6464 top1 42.969 top5 20.312 | Epoch: [4][520/553] Time 2.507 Data 0.001 Err 1.4600 top1 39.062 top5 16.406 | Epoch: [4][521/553] Time 2.445 Data 0.001 Err 1.4028 top1 37.500 top5 13.281 | Epoch: [4][522/553] Time 2.469 Data 0.001 Err 1.3786 top1 36.719 top5 10.938 | Epoch: [4][523/553] Time 2.474 Data 0.001 Err 1.3890 top1 38.281 top5 14.062 | Epoch: [4][524/553] Time 2.455 Data 0.001 Err 1.5656 top1 42.188 top5 15.625 | Epoch: [4][525/553] Time 2.480 Data 0.001 Err 1.3966 top1 36.719 top5 13.281 | Epoch: [4][526/553] Time 2.451 Data 0.001 Err 1.4028 top1 37.500 top5 12.500 | Epoch: [4][527/553] Time 2.461 Data 0.001 Err 1.4608 top1 35.156 top5 18.750 | Epoch: [4][528/553] Time 2.474 Data 0.001 Err 1.5272 top1 39.062 top5 18.750 | Epoch: [4][529/553] Time 2.444 Data 0.001 Err 1.6456 top1 39.844 top5 20.312 | Epoch: [4][530/553] Time 2.490 Data 0.001 Err 1.7139 top1 41.406 top5 24.219 | Epoch: [4][531/553] Time 2.494 Data 0.001 Err 1.3322 top1 36.719 top5 14.062 | Epoch: [4][532/553] Time 2.507 Data 0.001 Err 1.3975 top1 32.812 top5 18.750 | Epoch: [4][533/553] Time 2.434 Data 0.001 Err 1.2525 top1 28.125 top5 11.719 | Epoch: [4][534/553] Time 2.461 Data 0.001 Err 1.6395 top1 38.281 top5 15.625 | Epoch: [4][535/553] Time 2.465 Data 0.001 Err 1.3124 top1 35.156 top5 10.938 | Epoch: [4][536/553] Time 2.465 Data 0.001 Err 1.3104 top1 32.812 top5 12.500 | Epoch: [4][537/553] Time 2.452 Data 0.001 Err 1.1929 top1 28.906 top5 10.156 | Epoch: [4][538/553] Time 2.487 Data 0.001 Err 1.3422 top1 31.250 top5 14.062 | Epoch: [4][539/553] Time 2.473 Data 0.001 Err 1.4989 top1 38.281 top5 18.750 | Epoch: [4][540/553] Time 2.430 Data 0.001 Err 1.5905 top1 34.375 top5 17.969 | Epoch: [4][541/553] Time 2.434 Data 0.001 Err 1.4075 top1 36.719 top5 17.188 | Epoch: [4][542/553] Time 2.459 Data 0.001 Err 1.6487 top1 42.969 top5 17.188 | Epoch: [4][543/553] Time 2.469 Data 0.000 Err 1.3158 top1 38.281 top5 9.375 | Epoch: [4][544/553] Time 2.441 Data 0.000 Err 1.2467 top1 35.156 top5 10.938 | Epoch: [4][545/553] Time 2.456 Data 0.000 Err 1.4728 top1 37.500 top5 14.062 | Epoch: [4][546/553] Time 2.433 Data 0.000 Err 1.2208 top1 29.688 top5 13.281 | Epoch: [4][547/553] Time 2.440 Data 0.000 Err 1.5103 top1 41.406 top5 17.188 | Epoch: [4][548/553] Time 2.439 Data 0.000 Err 1.3343 top1 35.938 top5 13.281 | Epoch: [4][549/553] Time 2.435 Data 0.000 Err 1.4790 top1 39.844 top5 18.750 | Epoch: [4][550/553] Time 2.443 Data 0.000 Err 1.5330 top1 39.062 top5 12.500 | Epoch: [4][551/553] Time 2.436 Data 0.000 Err 1.4857 top1 37.500 top5 15.625 | Epoch: [4][552/553] Time 2.436 Data 0.000 Err 1.4370 top1 34.375 top5 15.625 | Epoch: [4][553/553] Time 1.025 Data 0.000 Err 1.2239 top1 34.091 top5 11.364 | Test: [4][1/198] Time 2.455 Data 1.740 top1 40.625 ( 40.625) top5 14.062 ( 14.062) | Test: [4][2/198] Time 0.714 Data 0.001 top1 50.781 ( 45.703) top5 17.188 ( 15.625) | Test: [4][3/198] Time 0.731 Data 0.000 top1 44.531 ( 45.312) top5 13.281 ( 14.844) | Test: [4][4/198] Time 0.722 Data 0.001 top1 35.938 ( 42.969) top5 10.156 ( 13.672) | Test: [4][5/198] Time 0.724 Data 0.001 top1 40.625 ( 42.500) top5 14.844 ( 13.906) | Test: [4][6/198] Time 0.724 Data 0.001 top1 33.594 ( 41.016) top5 11.719 ( 13.542) | Test: [4][7/198] Time 0.721 Data 0.001 top1 37.500 ( 40.513) top5 16.406 ( 13.951) | Test: [4][8/198] Time 0.728 Data 0.001 top1 43.750 ( 40.918) top5 17.969 ( 14.453) | Test: [4][9/198] Time 0.711 Data 0.001 top1 52.344 ( 42.188) top5 21.094 ( 15.191) | Test: [4][10/198] Time 0.722 Data 0.001 top1 35.156 ( 41.484) top5 14.844 ( 15.156) | Test: [4][11/198] Time 0.717 Data 0.001 top1 39.844 ( 41.335) top5 17.188 ( 15.341) | Test: [4][12/198] Time 0.717 Data 0.000 top1 40.625 ( 41.276) top5 17.969 ( 15.560) | Test: [4][13/198] Time 0.716 Data 0.001 top1 38.281 ( 41.046) top5 22.656 ( 16.106) | Test: [4][14/198] Time 0.715 Data 0.001 top1 46.875 ( 41.462) top5 17.969 ( 16.239) | Test: [4][15/198] Time 0.715 Data 0.001 top1 42.969 ( 41.562) top5 15.625 ( 16.198) | Test: [4][16/198] Time 0.722 Data 0.001 top1 43.750 ( 41.699) top5 14.062 ( 16.064) | Test: [4][17/198] Time 0.717 Data 0.001 top1 42.188 ( 41.728) top5 21.094 ( 16.360) | Test: [4][18/198] Time 0.723 Data 0.001 top1 37.500 ( 41.493) top5 13.281 ( 16.189) | Test: [4][19/198] Time 0.720 Data 0.001 top1 39.844 ( 41.406) top5 16.406 ( 16.201) | Test: [4][20/198] Time 0.725 Data 0.001 top1 44.531 ( 41.562) top5 14.844 ( 16.133) | Test: [4][21/198] Time 0.721 Data 0.001 top1 35.156 ( 41.257) top5 14.062 ( 16.034) | Test: [4][22/198] Time 0.720 Data 0.001 top1 40.625 ( 41.229) top5 14.844 ( 15.980) | Test: [4][23/198] Time 0.717 Data 0.001 top1 36.719 ( 41.033) top5 14.844 ( 15.931) | Test: [4][24/198] Time 0.725 Data 0.001 top1 39.844 ( 40.983) top5 15.625 ( 15.918) | Test: [4][25/198] Time 0.729 Data 0.001 top1 42.188 ( 41.031) top5 15.625 ( 15.906) | Test: [4][26/198] Time 0.733 Data 0.001 top1 46.875 ( 41.256) top5 21.094 ( 16.106) | Test: [4][27/198] Time 0.742 Data 0.001 top1 46.875 ( 41.464) top5 21.094 ( 16.291) | Test: [4][28/198] Time 0.730 Data 0.001 top1 39.844 ( 41.406) top5 17.969 ( 16.350) | Test: [4][29/198] Time 0.732 Data 0.001 top1 43.750 ( 41.487) top5 18.750 ( 16.433) | Test: [4][30/198] Time 0.717 Data 0.001 top1 47.656 ( 41.693) top5 21.875 ( 16.615) | Test: [4][31/198] Time 0.728 Data 0.001 top1 45.312 ( 41.809) top5 19.531 ( 16.709) | Test: [4][32/198] Time 0.720 Data 0.001 top1 46.094 ( 41.943) top5 12.500 ( 16.577) | Test: [4][33/198] Time 0.722 Data 0.001 top1 52.344 ( 42.259) top5 17.969 ( 16.619) | Test: [4][34/198] Time 0.719 Data 0.001 top1 34.375 ( 42.027) top5 10.938 ( 16.452) | Test: [4][35/198] Time 0.713 Data 0.001 top1 43.750 ( 42.076) top5 14.844 ( 16.406) | Test: [4][36/198] Time 0.725 Data 0.001 top1 47.656 ( 42.231) top5 26.562 ( 16.688) | Test: [4][37/198] Time 0.720 Data 0.001 top1 40.625 ( 42.188) top5 17.188 ( 16.702) | Test: [4][38/198] Time 0.724 Data 0.001 top1 33.594 ( 41.961) top5 14.844 ( 16.653) | Test: [4][39/198] Time 0.716 Data 0.001 top1 44.531 ( 42.027) top5 17.188 ( 16.667) | Test: [4][40/198] Time 0.719 Data 0.001 top1 50.781 ( 42.246) top5 14.844 ( 16.621) | Test: [4][41/198] Time 0.717 Data 0.002 top1 42.188 ( 42.245) top5 16.406 ( 16.616) | Test: [4][42/198] Time 0.721 Data 0.001 top1 35.156 ( 42.076) top5 17.188 ( 16.629) | Test: [4][43/198] Time 0.721 Data 0.002 top1 42.969 ( 42.097) top5 13.281 ( 16.552) | Test: [4][44/198] Time 0.719 Data 0.001 top1 39.062 ( 42.028) top5 15.625 ( 16.531) | Test: [4][45/198] Time 0.712 Data 0.001 top1 51.562 ( 42.240) top5 21.875 ( 16.649) | Test: [4][46/198] Time 0.719 Data 0.001 top1 42.969 ( 42.255) top5 18.750 ( 16.695) | Test: [4][47/198] Time 0.722 Data 0.001 top1 44.531 ( 42.304) top5 20.312 ( 16.772) | Test: [4][48/198] Time 0.726 Data 0.001 top1 35.938 ( 42.171) top5 21.094 ( 16.862) | Test: [4][49/198] Time 0.729 Data 0.001 top1 41.406 ( 42.156) top5 20.312 ( 16.932) | Test: [4][50/198] Time 0.721 Data 0.001 top1 43.750 ( 42.188) top5 18.750 ( 16.969) | Test: [4][51/198] Time 0.719 Data 0.001 top1 39.062 ( 42.126) top5 14.844 ( 16.927) | Test: [4][52/198] Time 0.716 Data 0.001 top1 45.312 ( 42.188) top5 17.969 ( 16.947) | Test: [4][53/198] Time 0.719 Data 0.001 top1 46.875 ( 42.276) top5 21.094 ( 17.025) | Test: [4][54/198] Time 0.719 Data 0.001 top1 46.094 ( 42.347) top5 17.969 ( 17.043) | Test: [4][55/198] Time 0.738 Data 0.001 top1 44.531 ( 42.386) top5 15.625 ( 17.017) | Test: [4][56/198] Time 0.728 Data 0.001 top1 43.750 ( 42.411) top5 18.750 ( 17.048) | Test: [4][57/198] Time 0.735 Data 0.001 top1 34.375 ( 42.270) top5 8.594 ( 16.900) | Test: [4][58/198] Time 0.731 Data 0.001 top1 44.531 ( 42.309) top5 17.188 ( 16.905) | Test: [4][59/198] Time 0.737 Data 0.001 top1 50.000 ( 42.439) top5 21.094 ( 16.976) | Test: [4][60/198] Time 0.729 Data 0.001 top1 44.531 ( 42.474) top5 14.062 ( 16.927) | Test: [4][61/198] Time 0.721 Data 0.001 top1 32.031 ( 42.303) top5 13.281 ( 16.867) | Test: [4][62/198] Time 0.718 Data 0.001 top1 35.156 ( 42.188) top5 14.844 ( 16.835) | Test: [4][63/198] Time 0.715 Data 0.001 top1 39.844 ( 42.150) top5 13.281 ( 16.778) | Test: [4][64/198] Time 0.712 Data 0.001 top1 44.531 ( 42.188) top5 21.094 ( 16.846) | Test: [4][65/198] Time 0.722 Data 0.001 top1 46.094 ( 42.248) top5 16.406 ( 16.839) | Test: [4][66/198] Time 0.726 Data 0.001 top1 43.750 ( 42.270) top5 22.656 ( 16.927) | Test: [4][67/198] Time 0.724 Data 0.001 top1 47.656 ( 42.351) top5 23.438 ( 17.024) | Test: [4][68/198] Time 0.718 Data 0.001 top1 42.969 ( 42.360) top5 18.750 ( 17.050) | Test: [4][69/198] Time 0.725 Data 0.001 top1 37.500 ( 42.289) top5 17.188 ( 17.052) | Test: [4][70/198] Time 0.719 Data 0.001 top1 41.406 ( 42.277) top5 19.531 ( 17.087) | Test: [4][71/198] Time 0.718 Data 0.001 top1 41.406 ( 42.265) top5 12.500 ( 17.022) | Test: [4][72/198] Time 0.718 Data 0.001 top1 39.844 ( 42.231) top5 14.062 ( 16.981) | Test: [4][73/198] Time 0.717 Data 0.001 top1 44.531 ( 42.262) top5 14.844 ( 16.952) | Test: [4][74/198] Time 0.724 Data 0.001 top1 38.281 ( 42.209) top5 17.969 ( 16.966) | Test: [4][75/198] Time 0.717 Data 0.001 top1 39.844 ( 42.177) top5 15.625 ( 16.948) | Test: [4][76/198] Time 0.718 Data 0.001 top1 42.188 ( 42.177) top5 10.938 ( 16.869) | Test: [4][77/198] Time 0.725 Data 0.001 top1 51.562 ( 42.299) top5 18.750 ( 16.893) | Test: [4][78/198] Time 0.718 Data 0.001 top1 39.062 ( 42.258) top5 13.281 ( 16.847) | Test: [4][79/198] Time 0.722 Data 0.001 top1 37.500 ( 42.197) top5 14.844 ( 16.822) | Test: [4][80/198] Time 0.724 Data 0.001 top1 42.188 ( 42.197) top5 9.375 ( 16.729) | Test: [4][81/198] Time 0.719 Data 0.001 top1 39.062 ( 42.159) top5 13.281 ( 16.686) | Test: [4][82/198] Time 0.721 Data 0.001 top1 31.250 ( 42.026) top5 12.500 ( 16.635) | Test: [4][83/198] Time 0.732 Data 0.001 top1 45.312 ( 42.065) top5 21.094 ( 16.689) | Test: [4][84/198] Time 0.730 Data 0.001 top1 39.844 ( 42.039) top5 14.062 ( 16.657) | Test: [4][85/198] Time 0.728 Data 0.001 top1 40.625 ( 42.022) top5 16.406 ( 16.654) | Test: [4][86/198] Time 0.739 Data 0.001 top1 38.281 ( 41.979) top5 15.625 ( 16.642) | Test: [4][87/198] Time 0.728 Data 0.003 top1 46.875 ( 42.035) top5 22.656 ( 16.712) | Test: [4][88/198] Time 0.723 Data 0.001 top1 43.750 ( 42.054) top5 18.750 ( 16.735) | Test: [4][89/198] Time 0.718 Data 0.001 top1 35.156 ( 41.977) top5 14.062 ( 16.705) | Test: [4][90/198] Time 0.717 Data 0.001 top1 42.188 ( 41.979) top5 18.750 ( 16.727) | Test: [4][91/198] Time 0.725 Data 0.001 top1 42.969 ( 41.990) top5 17.969 ( 16.741) | Test: [4][92/198] Time 0.713 Data 0.001 top1 35.938 ( 41.924) top5 13.281 ( 16.703) | Test: [4][93/198] Time 0.723 Data 0.001 top1 42.969 ( 41.935) top5 14.844 ( 16.683) | Test: [4][94/198] Time 0.718 Data 0.001 top1 42.188 ( 41.938) top5 9.375 ( 16.606) | Test: [4][95/198] Time 0.720 Data 0.001 top1 48.438 ( 42.007) top5 17.188 ( 16.612) | Test: [4][96/198] Time 0.726 Data 0.001 top1 35.156 ( 41.935) top5 14.062 ( 16.585) | Test: [4][97/198] Time 0.722 Data 0.001 top1 39.844 ( 41.914) top5 17.188 ( 16.591) | Test: [4][98/198] Time 0.719 Data 0.001 top1 43.750 ( 41.932) top5 23.438 ( 16.661) | Test: [4][99/198] Time 0.711 Data 0.001 top1 36.719 ( 41.880) top5 11.719 ( 16.611) | Test: [4][100/198] Time 0.718 Data 0.001 top1 36.719 ( 41.828) top5 12.500 ( 16.570) | Test: [4][101/198] Time 0.715 Data 0.001 top1 42.969 ( 41.839) top5 16.406 ( 16.569) | Test: [4][102/198] Time 0.720 Data 0.001 top1 46.094 ( 41.881) top5 20.312 ( 16.605) | Test: [4][103/198] Time 0.718 Data 0.001 top1 38.281 ( 41.846) top5 12.500 ( 16.566) | Test: [4][104/198] Time 0.723 Data 0.001 top1 38.281 ( 41.812) top5 15.625 ( 16.556) | Test: [4][105/198] Time 0.726 Data 0.001 top1 46.875 ( 41.860) top5 22.656 ( 16.615) | Test: [4][106/198] Time 0.722 Data 0.001 top1 35.938 ( 41.804) top5 14.062 ( 16.591) | Test: [4][107/198] Time 0.724 Data 0.001 top1 46.094 ( 41.844) top5 18.750 ( 16.611) | Test: [4][108/198] Time 0.724 Data 0.001 top1 39.844 ( 41.826) top5 18.750 ( 16.630) | Test: [4][109/198] Time 0.724 Data 0.001 top1 41.406 ( 41.822) top5 16.406 ( 16.628) | Test: [4][110/198] Time 0.735 Data 0.001 top1 42.969 ( 41.832) top5 21.875 ( 16.676) | Test: [4][111/198] Time 0.715 Data 0.001 top1 39.062 ( 41.807) top5 15.625 ( 16.667) | Test: [4][112/198] Time 0.737 Data 0.001 top1 40.625 ( 41.797) top5 17.188 ( 16.671) | Test: [4][113/198] Time 0.728 Data 0.001 top1 30.469 ( 41.697) top5 15.625 ( 16.662) | Test: [4][114/198] Time 0.734 Data 0.001 top1 40.625 ( 41.687) top5 15.625 ( 16.653) | Test: [4][115/198] Time 0.731 Data 0.001 top1 44.531 ( 41.712) top5 20.312 ( 16.685) | Test: [4][116/198] Time 0.743 Data 0.001 top1 45.312 ( 41.743) top5 20.312 ( 16.716) | Test: [4][117/198] Time 0.726 Data 0.001 top1 31.250 ( 41.653) top5 10.156 ( 16.660) | Test: [4][118/198] Time 0.722 Data 0.001 top1 40.625 ( 41.645) top5 15.625 ( 16.651) | Test: [4][119/198] Time 0.718 Data 0.001 top1 46.094 ( 41.682) top5 18.750 ( 16.669) | Test: [4][120/198] Time 0.714 Data 0.001 top1 42.969 ( 41.693) top5 19.531 ( 16.693) | Test: [4][121/198] Time 0.718 Data 0.001 top1 41.406 ( 41.690) top5 20.312 ( 16.723) | Test: [4][122/198] Time 0.717 Data 0.001 top1 42.969 ( 41.701) top5 14.844 ( 16.707) | Test: [4][123/198] Time 0.710 Data 0.001 top1 46.875 ( 41.743) top5 21.875 ( 16.749) | Test: [4][124/198] Time 0.716 Data 0.001 top1 44.531 ( 41.765) top5 21.094 ( 16.784) | Test: [4][125/198] Time 0.719 Data 0.001 top1 36.719 ( 41.725) top5 17.188 ( 16.788) | Test: [4][126/198] Time 0.715 Data 0.001 top1 42.969 ( 41.735) top5 14.844 ( 16.772) | Test: [4][127/198] Time 0.713 Data 0.001 top1 43.750 ( 41.751) top5 21.094 ( 16.806) | Test: [4][128/198] Time 0.723 Data 0.001 top1 42.188 ( 41.754) top5 14.844 ( 16.791) | Test: [4][129/198] Time 0.726 Data 0.001 top1 42.969 ( 41.764) top5 12.500 ( 16.758) | Test: [4][130/198] Time 0.715 Data 0.001 top1 42.969 ( 41.773) top5 19.531 ( 16.779) | Test: [4][131/198] Time 0.716 Data 0.001 top1 39.844 ( 41.758) top5 17.188 ( 16.782) | Test: [4][132/198] Time 0.720 Data 0.001 top1 38.281 ( 41.732) top5 17.969 ( 16.791) | Test: [4][133/198] Time 0.730 Data 0.001 top1 45.312 ( 41.759) top5 13.281 ( 16.765) | Test: [4][134/198] Time 0.723 Data 0.001 top1 35.156 ( 41.709) top5 17.969 ( 16.774) | Test: [4][135/198] Time 0.711 Data 0.001 top1 40.625 ( 41.701) top5 11.719 ( 16.736) | Test: [4][136/198] Time 0.718 Data 0.001 top1 47.656 ( 41.745) top5 18.750 ( 16.751) | Test: [4][137/198] Time 0.711 Data 0.001 top1 37.500 ( 41.714) top5 14.844 ( 16.737) | Test: [4][138/198] Time 0.719 Data 0.001 top1 46.094 ( 41.746) top5 14.844 ( 16.723) | Test: [4][139/198] Time 0.715 Data 0.001 top1 38.281 ( 41.721) top5 17.188 ( 16.727) | Test: [4][140/198] Time 0.714 Data 0.001 top1 38.281 ( 41.696) top5 10.156 ( 16.680) | Test: [4][141/198] Time 0.724 Data 0.001 top1 41.406 ( 41.694) top5 17.969 ( 16.689) | Test: [4][142/198] Time 0.712 Data 0.001 top1 44.531 ( 41.714) top5 17.188 ( 16.692) | Test: [4][143/198] Time 0.731 Data 0.001 top1 44.531 ( 41.734) top5 18.750 ( 16.707) | Test: [4][144/198] Time 0.735 Data 0.001 top1 46.094 ( 41.764) top5 17.188 ( 16.710) | Test: [4][145/198] Time 0.724 Data 0.001 top1 34.375 ( 41.713) top5 11.719 ( 16.676) | Test: [4][146/198] Time 0.719 Data 0.001 top1 43.750 ( 41.727) top5 18.750 ( 16.690) | Test: [4][147/198] Time 0.728 Data 0.001 top1 37.500 ( 41.699) top5 15.625 ( 16.683) | Test: [4][148/198] Time 0.714 Data 0.001 top1 41.406 ( 41.697) top5 16.406 ( 16.681) | Test: [4][149/198] Time 0.719 Data 0.001 top1 42.188 ( 41.700) top5 14.844 ( 16.668) | Test: [4][150/198] Time 0.715 Data 0.001 top1 45.312 ( 41.724) top5 14.062 ( 16.651) | Test: [4][151/198] Time 0.712 Data 0.001 top1 46.875 ( 41.758) top5 21.094 ( 16.680) | Test: [4][152/198] Time 0.718 Data 0.001 top1 39.844 ( 41.745) top5 23.438 ( 16.725) | Test: [4][153/198] Time 0.722 Data 0.001 top1 42.969 ( 41.753) top5 17.969 ( 16.733) | Test: [4][154/198] Time 0.715 Data 0.001 top1 38.281 ( 41.731) top5 14.062 ( 16.716) | Test: [4][155/198] Time 0.722 Data 0.001 top1 39.844 ( 41.719) top5 14.844 ( 16.704) | Test: [4][156/198] Time 0.735 Data 0.001 top1 31.250 ( 41.652) top5 14.062 ( 16.687) | Test: [4][157/198] Time 0.722 Data 0.001 top1 42.969 ( 41.660) top5 15.625 ( 16.680) | Test: [4][158/198] Time 0.725 Data 0.001 top1 40.625 ( 41.653) top5 13.281 ( 16.658) | Test: [4][159/198] Time 0.714 Data 0.001 top1 44.531 ( 41.672) top5 14.062 ( 16.642) | Test: [4][160/198] Time 0.717 Data 0.001 top1 48.438 ( 41.714) top5 17.969 ( 16.650) | Test: [4][161/198] Time 0.714 Data 0.001 top1 44.531 ( 41.731) top5 18.750 ( 16.663) | Test: [4][162/198] Time 0.721 Data 0.000 top1 36.719 ( 41.700) top5 16.406 ( 16.662) | Test: [4][163/198] Time 0.713 Data 0.001 top1 39.844 ( 41.689) top5 17.188 ( 16.665) | Test: [4][164/198] Time 0.715 Data 0.001 top1 39.062 ( 41.673) top5 14.844 ( 16.654) | Test: [4][165/198] Time 0.734 Data 0.001 top1 46.094 ( 41.700) top5 14.844 ( 16.643) | Test: [4][166/198] Time 0.726 Data 0.001 top1 45.312 ( 41.722) top5 18.750 ( 16.656) | Test: [4][167/198] Time 0.718 Data 0.001 top1 38.281 ( 41.701) top5 14.844 ( 16.645) | Test: [4][168/198] Time 0.716 Data 0.001 top1 37.500 ( 41.676) top5 14.844 ( 16.634) | Test: [4][169/198] Time 0.732 Data 0.001 top1 40.625 ( 41.670) top5 21.094 ( 16.661) | Test: [4][170/198] Time 0.715 Data 0.001 top1 40.625 ( 41.664) top5 18.750 ( 16.673) | Test: [4][171/198] Time 0.722 Data 0.001 top1 39.844 ( 41.653) top5 17.969 ( 16.680) | Test: [4][172/198] Time 0.718 Data 0.001 top1 35.156 ( 41.615) top5 11.719 ( 16.652) | Test: [4][173/198] Time 0.728 Data 0.001 top1 38.281 ( 41.596) top5 21.094 ( 16.677) | Test: [4][174/198] Time 0.721 Data 0.001 top1 39.844 ( 41.586) top5 19.531 ( 16.694) | Test: [4][175/198] Time 0.723 Data 0.001 top1 45.312 ( 41.607) top5 16.406 ( 16.692) | Test: [4][176/198] Time 0.723 Data 0.001 top1 39.844 ( 41.597) top5 17.969 ( 16.699) | Test: [4][177/198] Time 0.710 Data 0.001 top1 33.594 ( 41.552) top5 16.406 ( 16.698) | Test: [4][178/198] Time 0.724 Data 0.001 top1 38.281 ( 41.534) top5 9.375 ( 16.656) | Test: [4][179/198] Time 0.717 Data 0.001 top1 39.844 ( 41.524) top5 14.062 ( 16.642) | Test: [4][180/198] Time 0.720 Data 0.001 top1 41.406 ( 41.523) top5 14.062 ( 16.628) | Test: [4][181/198] Time 0.716 Data 0.000 top1 39.062 ( 41.510) top5 21.094 ( 16.652) | Test: [4][182/198] Time 0.721 Data 0.001 top1 42.188 ( 41.514) top5 12.500 ( 16.629) | Test: [4][183/198] Time 0.716 Data 0.001 top1 39.844 ( 41.504) top5 15.625 ( 16.624) | Test: [4][184/198] Time 0.713 Data 0.001 top1 47.656 ( 41.538) top5 17.188 ( 16.627) | Test: [4][185/198] Time 0.712 Data 0.001 top1 40.625 ( 41.533) top5 16.406 ( 16.626) | Test: [4][186/198] Time 0.721 Data 0.001 top1 39.844 ( 41.524) top5 13.281 ( 16.608) | Test: [4][187/198] Time 0.716 Data 0.001 top1 38.281 ( 41.507) top5 12.500 ( 16.586) | Test: [4][188/198] Time 0.714 Data 0.000 top1 34.375 ( 41.469) top5 14.062 ( 16.572) | Test: [4][189/198] Time 0.719 Data 0.001 top1 42.969 ( 41.477) top5 18.750 ( 16.584) | Test: [4][190/198] Time 0.716 Data 0.000 top1 48.438 ( 41.513) top5 17.969 ( 16.591) | Test: [4][191/198] Time 0.723 Data 0.001 top1 43.750 ( 41.525) top5 13.281 ( 16.574) | Test: [4][192/198] Time 0.712 Data 0.000 top1 39.844 ( 41.516) top5 18.750 ( 16.585) | Test: [4][193/198] Time 0.727 Data 0.000 top1 44.531 ( 41.532) top5 17.969 ( 16.592) | Test: [4][194/198] Time 0.719 Data 0.000 top1 46.875 ( 41.559) top5 21.875 ( 16.620) | Test: [4][195/198] Time 0.721 Data 0.000 top1 43.750 ( 41.571) top5 21.875 ( 16.647) | Test: [4][196/198] Time 0.715 Data 0.000 top1 41.406 ( 41.570) top5 12.500 ( 16.625) | Test: [4][197/198] Time 0.261 Data 0.000 top1 41.176 ( 41.568) top5 17.647 ( 16.631) | Test: [4][198/198] Time 0.709 Data 0.000 top1 46.875 ( 41.594) top5 17.969 ( 16.637) * Finished epoch # 4 top1: 41.594 top5: 16.637 * Best model 41.594483437314 16.63742201426 Epoch 5 => Training epoch # 5 | Epoch: [5][1/553] Time 4.891 Data 2.377 Err 1.2918 top1 31.250 top5 11.719 | Epoch: [5][2/553] Time 2.441 Data 0.001 Err 1.4308 top1 40.625 top5 14.062 | Epoch: [5][3/553] Time 2.419 Data 0.001 Err 1.1969 top1 33.594 top5 10.938 | Epoch: [5][4/553] Time 2.424 Data 0.001 Err 1.2742 top1 34.375 top5 14.062 | Epoch: [5][5/553] Time 2.459 Data 0.001 Err 1.2820 top1 32.031 top5 14.062 | Epoch: [5][6/553] Time 2.472 Data 0.001 Err 1.1353 top1 28.906 top5 13.281 | Epoch: [5][7/553] Time 2.435 Data 0.001 Err 1.3113 top1 37.500 top5 13.281 | Epoch: [5][8/553] Time 2.462 Data 0.001 Err 1.2663 top1 31.250 top5 10.938 | Epoch: [5][9/553] Time 2.454 Data 0.001 Err 1.2684 top1 30.469 top5 14.844 | Epoch: [5][10/553] Time 2.438 Data 0.003 Err 1.3164 top1 37.500 top5 11.719 | Epoch: [5][11/553] Time 2.444 Data 0.001 Err 1.2366 top1 32.812 top5 7.812 | Epoch: [5][12/553] Time 2.452 Data 0.001 Err 1.4117 top1 36.719 top5 14.062 | Epoch: [5][13/553] Time 2.441 Data 0.001 Err 1.4016 top1 36.719 top5 18.750 | Epoch: [5][14/553] Time 2.437 Data 0.001 Err 1.6064 top1 38.281 top5 19.531 | Epoch: [5][15/553] Time 2.462 Data 0.000 Err 1.4267 top1 35.938 top5 13.281 | Epoch: [5][16/553] Time 2.450 Data 0.001 Err 1.0865 top1 30.469 top5 10.156 | Epoch: [5][17/553] Time 2.447 Data 0.001 Err 1.0709 top1 28.906 top5 10.938 | Epoch: [5][18/553] Time 2.456 Data 0.001 Err 1.1495 top1 32.031 top5 13.281 | Epoch: [5][19/553] Time 2.462 Data 0.001 Err 1.3345 top1 35.156 top5 16.406 | Epoch: [5][20/553] Time 2.461 Data 0.001 Err 1.2324 top1 33.594 top5 12.500 | Epoch: [5][21/553] Time 2.435 Data 0.001 Err 1.2457 top1 31.250 top5 12.500 | Epoch: [5][22/553] Time 2.461 Data 0.001 Err 1.0808 top1 25.000 top5 9.375 | Epoch: [5][23/553] Time 2.438 Data 0.001 Err 1.5072 top1 34.375 top5 16.406 | Epoch: [5][24/553] Time 2.477 Data 0.001 Err 1.4146 top1 35.156 top5 14.062 | Epoch: [5][25/553] Time 2.440 Data 0.001 Err 1.1093 top1 29.688 top5 10.156 | Epoch: [5][26/553] Time 2.438 Data 0.001 Err 0.9990 top1 22.656 top5 9.375 | Epoch: [5][27/553] Time 2.462 Data 0.001 Err 1.2968 top1 36.719 top5 12.500 | Epoch: [5][28/553] Time 2.461 Data 0.001 Err 1.4532 top1 37.500 top5 16.406 | Epoch: [5][29/553] Time 2.445 Data 0.001 Err 1.4522 top1 38.281 top5 12.500 | Epoch: [5][30/553] Time 2.487 Data 0.001 Err 1.2563 top1 34.375 top5 9.375 | Epoch: [5][31/553] Time 2.462 Data 0.001 Err 1.2633 top1 33.594 top5 12.500 | Epoch: [5][32/553] Time 2.469 Data 0.001 Err 1.4661 top1 37.500 top5 15.625 | Epoch: [5][33/553] Time 2.453 Data 0.001 Err 1.3302 top1 40.625 top5 10.156 | Epoch: [5][34/553] Time 2.439 Data 0.001 Err 1.4552 top1 36.719 top5 14.062 | Epoch: [5][35/553] Time 2.504 Data 0.001 Err 1.1949 top1 32.031 top5 14.062 | Epoch: [5][36/553] Time 2.461 Data 0.001 Err 1.2482 top1 35.156 top5 13.281 | Epoch: [5][37/553] Time 2.450 Data 0.001 Err 1.4200 top1 32.812 top5 14.844 | Epoch: [5][38/553] Time 2.457 Data 0.000 Err 1.4349 top1 33.594 top5 17.188 | Epoch: [5][39/553] Time 2.464 Data 0.001 Err 1.2708 top1 31.250 top5 11.719 | Epoch: [5][40/553] Time 2.506 Data 0.001 Err 1.3830 top1 35.156 top5 13.281 | Epoch: [5][41/553] Time 2.493 Data 0.001 Err 1.2233 top1 30.469 top5 13.281 | Epoch: [5][42/553] Time 2.486 Data 0.001 Err 1.4229 top1 35.938 top5 17.188 | Epoch: [5][43/553] Time 2.441 Data 0.000 Err 1.1782 top1 33.594 top5 10.156 | Epoch: [5][44/553] Time 2.445 Data 0.001 Err 1.2462 top1 34.375 top5 9.375 | Epoch: [5][45/553] Time 2.435 Data 0.001 Err 1.4837 top1 35.938 top5 15.625 | Epoch: [5][46/553] Time 2.462 Data 0.001 Err 1.1864 top1 27.344 top5 14.062 | Epoch: [5][47/553] Time 2.462 Data 0.001 Err 1.3376 top1 34.375 top5 15.625 | Epoch: [5][48/553] Time 2.450 Data 0.001 Err 1.5682 top1 39.844 top5 20.312 | Epoch: [5][49/553] Time 2.450 Data 0.001 Err 1.1273 top1 31.250 top5 12.500 | Epoch: [5][50/553] Time 2.484 Data 0.001 Err 1.2098 top1 32.812 top5 10.938 | Epoch: [5][51/553] Time 2.440 Data 0.000 Err 1.3562 top1 35.156 top5 9.375 | Epoch: [5][52/553] Time 2.442 Data 0.001 Err 1.4357 top1 39.844 top5 13.281 | Epoch: [5][53/553] Time 2.443 Data 0.001 Err 1.3791 top1 36.719 top5 10.938 | Epoch: [5][54/553] Time 2.441 Data 0.001 Err 1.2487 top1 32.812 top5 11.719 | Epoch: [5][55/553] Time 2.472 Data 0.001 Err 1.3209 top1 32.812 top5 13.281 | Epoch: [5][56/553] Time 2.440 Data 0.001 Err 1.4249 top1 32.812 top5 15.625 | Epoch: [5][57/553] Time 2.438 Data 0.001 Err 1.2449 top1 28.125 top5 12.500 | Epoch: [5][58/553] Time 2.439 Data 0.001 Err 1.5280 top1 42.969 top5 11.719 | Epoch: [5][59/553] Time 2.459 Data 0.001 Err 1.1109 top1 32.031 top5 10.156 | Epoch: [5][60/553] Time 2.451 Data 0.001 Err 1.1881 top1 32.031 top5 13.281 | Epoch: [5][61/553] Time 2.451 Data 0.001 Err 1.2468 top1 34.375 top5 11.719 | Epoch: [5][62/553] Time 2.451 Data 0.001 Err 1.1045 top1 29.688 top5 10.938 | Epoch: [5][63/553] Time 2.472 Data 0.001 Err 1.4256 top1 39.062 top5 18.750 | Epoch: [5][64/553] Time 2.483 Data 0.001 Err 1.3231 top1 35.156 top5 14.062 | Epoch: [5][65/553] Time 2.446 Data 0.001 Err 1.0990 top1 27.344 top5 13.281 | Epoch: [5][66/553] Time 2.441 Data 0.001 Err 1.2376 top1 32.812 top5 9.375 | Epoch: [5][67/553] Time 2.451 Data 0.001 Err 1.2545 top1 30.469 top5 11.719 | Epoch: [5][68/553] Time 2.448 Data 0.001 Err 1.2612 top1 37.500 top5 13.281 | Epoch: [5][69/553] Time 2.446 Data 0.001 Err 1.1210 top1 32.812 top5 9.375 | Epoch: [5][70/553] Time 2.444 Data 0.001 Err 0.9833 top1 24.219 top5 6.250 | Epoch: [5][71/553] Time 2.472 Data 0.000 Err 1.1036 top1 24.219 top5 10.156 | Epoch: [5][72/553] Time 2.451 Data 0.001 Err 1.2308 top1 29.688 top5 11.719 | Epoch: [5][73/553] Time 2.447 Data 0.001 Err 1.1820 top1 28.906 top5 11.719 | Epoch: [5][74/553] Time 2.442 Data 0.001 Err 1.4947 top1 33.594 top5 15.625 | Epoch: [5][75/553] Time 2.522 Data 0.001 Err 1.3890 top1 35.156 top5 12.500 | Epoch: [5][76/553] Time 2.461 Data 0.001 Err 1.2927 top1 35.156 top5 14.062 | Epoch: [5][77/553] Time 2.453 Data 0.001 Err 1.2072 top1 28.906 top5 14.844 | Epoch: [5][78/553] Time 2.444 Data 0.001 Err 1.5107 top1 32.812 top5 14.844 | Epoch: [5][79/553] Time 2.478 Data 0.001 Err 1.0609 top1 29.688 top5 8.594 | Epoch: [5][80/553] Time 2.451 Data 0.000 Err 1.2607 top1 34.375 top5 11.719 | Epoch: [5][81/553] Time 2.458 Data 0.001 Err 1.1423 top1 26.562 top5 14.062 | Epoch: [5][82/553] Time 2.446 Data 0.001 Err 1.3808 top1 34.375 top5 16.406 | Epoch: [5][83/553] Time 2.450 Data 0.001 Err 1.2369 top1 35.938 top5 9.375 | Epoch: [5][84/553] Time 2.460 Data 0.001 Err 1.4838 top1 35.938 top5 14.062 | Epoch: [5][85/553] Time 2.473 Data 0.001 Err 1.3659 top1 33.594 top5 12.500 | Epoch: [5][86/553] Time 2.443 Data 0.001 Err 1.3942 top1 34.375 top5 12.500 | Epoch: [5][87/553] Time 2.470 Data 0.001 Err 1.2701 top1 37.500 top5 10.938 | Epoch: [5][88/553] Time 2.443 Data 0.000 Err 1.3986 top1 37.500 top5 14.844 | Epoch: [5][89/553] Time 2.449 Data 0.000 Err 1.1576 top1 27.344 top5 11.719 | Epoch: [5][90/553] Time 2.453 Data 0.001 Err 1.4668 top1 35.156 top5 16.406 | Epoch: [5][91/553] Time 2.489 Data 0.001 Err 1.1163 top1 31.250 top5 9.375 | Epoch: [5][92/553] Time 2.471 Data 0.001 Err 1.3094 top1 31.250 top5 12.500 | Epoch: [5][93/553] Time 2.457 Data 0.001 Err 1.0932 top1 28.906 top5 10.938 | Epoch: [5][94/553] Time 2.438 Data 0.001 Err 1.4434 top1 39.062 top5 10.156 | Epoch: [5][95/553] Time 2.518 Data 0.001 Err 1.3494 top1 37.500 top5 10.938 | Epoch: [5][96/553] Time 2.471 Data 0.001 Err 1.7390 top1 39.844 top5 20.312 | Epoch: [5][97/553] Time 2.511 Data 0.001 Err 1.4187 top1 36.719 top5 17.188 | Epoch: [5][98/553] Time 2.464 Data 0.001 Err 1.2575 top1 32.031 top5 10.938 | Epoch: [5][99/553] Time 2.470 Data 0.001 Err 1.0734 top1 28.906 top5 11.719 | Epoch: [5][100/553] Time 2.460 Data 0.000 Err 1.0186 top1 32.031 top5 8.594 | Epoch: [5][101/553] Time 2.477 Data 0.001 Err 1.3049 top1 31.250 top5 14.062 | Epoch: [5][102/553] Time 2.433 Data 0.001 Err 0.9147 top1 25.781 top5 7.812 | Epoch: [5][103/553] Time 2.448 Data 0.001 Err 1.0685 top1 28.906 top5 11.719 | Epoch: [5][104/553] Time 2.479 Data 0.001 Err 1.4115 top1 40.625 top5 13.281 | Epoch: [5][105/553] Time 2.455 Data 0.001 Err 1.2588 top1 37.500 top5 10.156 | Epoch: [5][106/553] Time 2.451 Data 0.000 Err 1.2669 top1 35.938 top5 14.844 | Epoch: [5][107/553] Time 2.471 Data 0.000 Err 1.2303 top1 34.375 top5 13.281 | Epoch: [5][108/553] Time 2.444 Data 0.001 Err 1.5427 top1 41.406 top5 14.062 | Epoch: [5][109/553] Time 2.447 Data 0.000 Err 1.3173 top1 29.688 top5 14.062 | Epoch: [5][110/553] Time 2.444 Data 0.001 Err 1.4114 top1 39.062 top5 17.188 | Epoch: [5][111/553] Time 2.462 Data 0.001 Err 1.3787 top1 34.375 top5 16.406 | Epoch: [5][112/553] Time 2.438 Data 0.001 Err 1.3023 top1 32.031 top5 14.844 | Epoch: [5][113/553] Time 2.443 Data 0.001 Err 1.4112 top1 36.719 top5 14.062 | Epoch: [5][114/553] Time 2.504 Data 0.002 Err 1.2027 top1 31.250 top5 14.062 | Epoch: [5][115/553] Time 2.473 Data 0.001 Err 1.3508 top1 32.812 top5 12.500 | Epoch: [5][116/553] Time 2.442 Data 0.001 Err 1.1750 top1 37.500 top5 8.594 | Epoch: [5][117/553] Time 2.459 Data 0.001 Err 0.8484 top1 21.875 top5 7.031 | Epoch: [5][118/553] Time 2.524 Data 0.001 Err 1.2074 top1 30.469 top5 11.719 | Epoch: [5][119/553] Time 2.473 Data 0.000 Err 1.4198 top1 32.812 top5 14.062 | Epoch: [5][120/553] Time 2.450 Data 0.001 Err 1.4349 top1 32.031 top5 14.062 | Epoch: [5][121/553] Time 2.439 Data 0.001 Err 1.4487 top1 41.406 top5 14.844 | Epoch: [5][122/553] Time 2.450 Data 0.001 Err 1.2553 top1 35.938 top5 17.969 | Epoch: [5][123/553] Time 2.472 Data 0.001 Err 1.2909 top1 34.375 top5 12.500 | Epoch: [5][124/553] Time 2.476 Data 0.001 Err 1.3887 top1 32.812 top5 14.062 | Epoch: [5][125/553] Time 2.478 Data 0.001 Err 1.2843 top1 29.688 top5 11.719 | Epoch: [5][126/553] Time 2.473 Data 0.001 Err 1.4633 top1 37.500 top5 15.625 | Epoch: [5][127/553] Time 2.440 Data 0.001 Err 1.3095 top1 35.938 top5 12.500 | Epoch: [5][128/553] Time 2.456 Data 0.001 Err 1.1772 top1 32.031 top5 12.500 | Epoch: [5][129/553] Time 2.484 Data 0.001 Err 1.3553 top1 35.156 top5 18.750 | Epoch: [5][130/553] Time 2.490 Data 0.001 Err 1.4989 top1 42.188 top5 17.188 | Epoch: [5][131/553] Time 2.448 Data 0.001 Err 1.4281 top1 39.844 top5 13.281 | Epoch: [5][132/553] Time 2.441 Data 0.001 Err 1.2693 top1 36.719 top5 13.281 | Epoch: [5][133/553] Time 2.473 Data 0.001 Err 1.3677 top1 39.062 top5 9.375 | Epoch: [5][134/553] Time 2.450 Data 0.001 Err 1.2087 top1 28.125 top5 12.500 | Epoch: [5][135/553] Time 2.445 Data 0.001 Err 1.3926 top1 37.500 top5 13.281 | Epoch: [5][136/553] Time 2.471 Data 0.001 Err 1.4198 top1 34.375 top5 14.844 | Epoch: [5][137/553] Time 2.507 Data 0.001 Err 1.3431 top1 36.719 top5 11.719 | Epoch: [5][138/553] Time 2.448 Data 0.001 Err 1.2725 top1 36.719 top5 11.719 | Epoch: [5][139/553] Time 2.445 Data 0.001 Err 1.3733 top1 34.375 top5 14.844 | Epoch: [5][140/553] Time 2.435 Data 0.001 Err 1.3988 top1 35.938 top5 14.062 | Epoch: [5][141/553] Time 2.472 Data 0.001 Err 1.3915 top1 34.375 top5 14.062 | Epoch: [5][142/553] Time 2.440 Data 0.001 Err 1.4842 top1 37.500 top5 16.406 | Epoch: [5][143/553] Time 2.507 Data 0.001 Err 1.4546 top1 39.062 top5 15.625 | Epoch: [5][144/553] Time 2.499 Data 0.001 Err 1.3353 top1 29.688 top5 14.844 | Epoch: [5][145/553] Time 2.512 Data 0.001 Err 1.3324 top1 32.812 top5 11.719 | Epoch: [5][146/553] Time 2.443 Data 0.001 Err 1.2688 top1 35.156 top5 13.281 | Epoch: [5][147/553] Time 2.431 Data 0.001 Err 1.4185 top1 32.812 top5 14.062 | Epoch: [5][148/553] Time 2.465 Data 0.001 Err 1.5947 top1 37.500 top5 18.750 | Epoch: [5][149/553] Time 2.468 Data 0.001 Err 1.0795 top1 29.688 top5 6.250 | Epoch: [5][150/553] Time 2.457 Data 0.001 Err 1.2962 top1 32.031 top5 14.844 | Epoch: [5][151/553] Time 2.437 Data 0.001 Err 1.4404 top1 33.594 top5 11.719 | Epoch: [5][152/553] Time 2.508 Data 0.001 Err 1.4623 top1 33.594 top5 17.188 | Epoch: [5][153/553] Time 2.487 Data 0.001 Err 1.0782 top1 27.344 top5 9.375 | Epoch: [5][154/553] Time 2.457 Data 0.001 Err 1.2505 top1 33.594 top5 10.938 | Epoch: [5][155/553] Time 2.442 Data 0.001 Err 1.0815 top1 26.562 top5 8.594 | Epoch: [5][156/553] Time 2.456 Data 0.001 Err 1.5975 top1 35.938 top5 20.312 | Epoch: [5][157/553] Time 2.452 Data 0.001 Err 1.2446 top1 35.156 top5 10.938 | Epoch: [5][158/553] Time 2.474 Data 0.001 Err 1.3149 top1 38.281 top5 11.719 | Epoch: [5][159/553] Time 2.442 Data 0.001 Err 1.4329 top1 35.938 top5 13.281 | Epoch: [5][160/553] Time 2.445 Data 0.001 Err 1.1952 top1 30.469 top5 10.156 | Epoch: [5][161/553] Time 2.445 Data 0.001 Err 1.2753 top1 33.594 top5 11.719 | Epoch: [5][162/553] Time 2.479 Data 0.001 Err 1.2924 top1 31.250 top5 14.062 | Epoch: [5][163/553] Time 2.435 Data 0.001 Err 1.3567 top1 36.719 top5 12.500 | Epoch: [5][164/553] Time 2.448 Data 0.001 Err 1.2184 top1 28.906 top5 11.719 | Epoch: [5][165/553] Time 2.455 Data 0.001 Err 1.5101 top1 39.062 top5 14.062 | Epoch: [5][166/553] Time 2.475 Data 0.001 Err 1.1514 top1 31.250 top5 10.938 | Epoch: [5][167/553] Time 2.461 Data 0.001 Err 1.4450 top1 32.812 top5 16.406 | Epoch: [5][168/553] Time 2.450 Data 0.001 Err 1.2989 top1 33.594 top5 15.625 | Epoch: [5][169/553] Time 2.504 Data 0.001 Err 1.2564 top1 32.812 top5 10.156 | Epoch: [5][170/553] Time 2.442 Data 0.001 Err 1.0929 top1 27.344 top5 11.719 | Epoch: [5][171/553] Time 2.467 Data 0.001 Err 1.4822 top1 36.719 top5 18.750 | Epoch: [5][172/553] Time 2.451 Data 0.001 Err 1.1730 top1 32.031 top5 9.375 | Epoch: [5][173/553] Time 2.468 Data 0.001 Err 1.2291 top1 37.500 top5 13.281 | Epoch: [5][174/553] Time 2.444 Data 0.001 Err 1.0384 top1 27.344 top5 7.812 | Epoch: [5][175/553] Time 2.474 Data 0.001 Err 0.9512 top1 25.000 top5 7.031 | Epoch: [5][176/553] Time 2.464 Data 0.001 Err 1.2949 top1 35.156 top5 10.938 | Epoch: [5][177/553] Time 2.437 Data 0.001 Err 1.4002 top1 32.812 top5 14.062 | Epoch: [5][178/553] Time 2.508 Data 0.001 Err 1.6255 top1 40.625 top5 15.625 | Epoch: [5][179/553] Time 2.444 Data 0.001 Err 1.4121 top1 35.938 top5 14.844 | Epoch: [5][180/553] Time 2.501 Data 0.001 Err 1.5271 top1 42.969 top5 17.188 | Epoch: [5][181/553] Time 2.462 Data 0.001 Err 1.1814 top1 31.250 top5 11.719 | Epoch: [5][182/553] Time 2.447 Data 0.000 Err 1.5568 top1 42.188 top5 14.844 | Epoch: [5][183/553] Time 2.450 Data 0.001 Err 1.2119 top1 29.688 top5 10.156 | Epoch: [5][184/553] Time 2.509 Data 0.001 Err 1.5409 top1 35.938 top5 18.750 | Epoch: [5][185/553] Time 2.474 Data 0.001 Err 1.1060 top1 26.562 top5 11.719 | Epoch: [5][186/553] Time 2.487 Data 0.001 Err 1.2174 top1 30.469 top5 12.500 | Epoch: [5][187/553] Time 2.441 Data 0.001 Err 1.3491 top1 30.469 top5 16.406 | Epoch: [5][188/553] Time 2.457 Data 0.001 Err 1.1009 top1 30.469 top5 7.812 | Epoch: [5][189/553] Time 2.469 Data 0.001 Err 1.3177 top1 32.031 top5 12.500 | Epoch: [5][190/553] Time 2.436 Data 0.001 Err 1.1548 top1 27.344 top5 12.500 | Epoch: [5][191/553] Time 2.439 Data 0.001 Err 1.0140 top1 28.906 top5 7.031 | Epoch: [5][192/553] Time 2.498 Data 0.001 Err 1.2827 top1 32.031 top5 10.156 | Epoch: [5][193/553] Time 2.488 Data 0.001 Err 1.3899 top1 35.938 top5 17.188 | Epoch: [5][194/553] Time 2.434 Data 0.001 Err 1.6207 top1 41.406 top5 16.406 | Epoch: [5][195/553] Time 2.505 Data 0.001 Err 1.1609 top1 33.594 top5 11.719 | Epoch: [5][196/553] Time 2.496 Data 0.001 Err 1.2224 top1 30.469 top5 13.281 | Epoch: [5][197/553] Time 2.438 Data 0.001 Err 1.2475 top1 30.469 top5 12.500 | Epoch: [5][198/553] Time 2.445 Data 0.001 Err 1.0948 top1 26.562 top5 11.719 | Epoch: [5][199/553] Time 2.516 Data 0.001 Err 1.4304 top1 35.938 top5 14.062 | Epoch: [5][200/553] Time 2.456 Data 0.001 Err 1.1617 top1 30.469 top5 12.500 | Epoch: [5][201/553] Time 2.491 Data 0.001 Err 1.2336 top1 33.594 top5 10.938 | Epoch: [5][202/553] Time 2.485 Data 0.001 Err 1.4268 top1 35.156 top5 19.531 | Epoch: [5][203/553] Time 2.478 Data 0.001 Err 1.3840 top1 34.375 top5 17.188 | Epoch: [5][204/553] Time 2.446 Data 0.001 Err 1.2262 top1 29.688 top5 12.500 | Epoch: [5][205/553] Time 2.452 Data 0.001 Err 1.2434 top1 32.812 top5 11.719 | Epoch: [5][206/553] Time 2.437 Data 0.001 Err 1.4941 top1 35.938 top5 17.188 | Epoch: [5][207/553] Time 2.470 Data 0.001 Err 1.4309 top1 32.812 top5 14.062 | Epoch: [5][208/553] Time 2.474 Data 0.001 Err 1.3362 top1 34.375 top5 13.281 | Epoch: [5][209/553] Time 2.445 Data 0.001 Err 1.2617 top1 30.469 top5 12.500 | Epoch: [5][210/553] Time 2.465 Data 0.001 Err 1.2419 top1 32.031 top5 14.062 | Epoch: [5][211/553] Time 2.462 Data 0.001 Err 1.4286 top1 38.281 top5 15.625 | Epoch: [5][212/553] Time 2.435 Data 0.001 Err 1.0784 top1 27.344 top5 6.250 | Epoch: [5][213/553] Time 2.448 Data 0.001 Err 1.3268 top1 35.156 top5 13.281 | Epoch: [5][214/553] Time 2.485 Data 0.000 Err 1.3355 top1 33.594 top5 13.281 | Epoch: [5][215/553] Time 2.466 Data 0.001 Err 1.2833 top1 30.469 top5 12.500 | Epoch: [5][216/553] Time 2.435 Data 0.001 Err 1.2273 top1 32.031 top5 14.062 | Epoch: [5][217/553] Time 2.471 Data 0.001 Err 1.4204 top1 39.062 top5 13.281 | Epoch: [5][218/553] Time 2.466 Data 0.001 Err 1.3628 top1 34.375 top5 14.062 | Epoch: [5][219/553] Time 2.475 Data 0.001 Err 1.2250 top1 33.594 top5 15.625 | Epoch: [5][220/553] Time 2.451 Data 0.001 Err 1.2759 top1 32.812 top5 11.719 | Epoch: [5][221/553] Time 2.459 Data 0.001 Err 1.2234 top1 30.469 top5 12.500 | Epoch: [5][222/553] Time 2.492 Data 0.001 Err 1.4004 top1 35.938 top5 11.719 | Epoch: [5][223/553] Time 2.444 Data 0.001 Err 1.2951 top1 37.500 top5 10.938 | Epoch: [5][224/553] Time 2.449 Data 0.001 Err 1.2486 top1 33.594 top5 14.062 | Epoch: [5][225/553] Time 2.473 Data 0.001 Err 1.2293 top1 34.375 top5 11.719 | Epoch: [5][226/553] Time 2.444 Data 0.001 Err 1.2711 top1 32.031 top5 10.938 | Epoch: [5][227/553] Time 2.452 Data 0.001 Err 1.2778 top1 32.031 top5 13.281 | Epoch: [5][228/553] Time 2.444 Data 0.001 Err 1.3913 top1 38.281 top5 10.938 | Epoch: [5][229/553] Time 2.460 Data 0.001 Err 1.4303 top1 35.938 top5 13.281 | Epoch: [5][230/553] Time 2.453 Data 0.001 Err 1.4005 top1 37.500 top5 14.062 | Epoch: [5][231/553] Time 2.429 Data 0.001 Err 1.5908 top1 39.844 top5 16.406 | Epoch: [5][232/553] Time 2.439 Data 0.001 Err 1.4299 top1 38.281 top5 15.625 | Epoch: [5][233/553] Time 2.485 Data 0.001 Err 1.4422 top1 35.156 top5 15.625 | Epoch: [5][234/553] Time 2.463 Data 0.001 Err 1.3882 top1 35.938 top5 14.062 | Epoch: [5][235/553] Time 2.438 Data 0.001 Err 1.4703 top1 37.500 top5 14.844 | Epoch: [5][236/553] Time 2.442 Data 0.001 Err 1.1927 top1 30.469 top5 9.375 | Epoch: [5][237/553] Time 2.471 Data 0.001 Err 1.1868 top1 30.469 top5 10.156 | Epoch: [5][238/553] Time 2.480 Data 0.001 Err 1.2919 top1 31.250 top5 11.719 | Epoch: [5][239/553] Time 2.454 Data 0.001 Err 1.5004 top1 39.844 top5 17.188 | Epoch: [5][240/553] Time 2.494 Data 0.001 Err 1.3097 top1 34.375 top5 14.844 | Epoch: [5][241/553] Time 2.471 Data 0.001 Err 1.2454 top1 33.594 top5 12.500 | Epoch: [5][242/553] Time 2.454 Data 0.001 Err 1.3081 top1 32.812 top5 13.281 | Epoch: [5][243/553] Time 2.459 Data 0.001 Err 1.1958 top1 38.281 top5 10.938 | Epoch: [5][244/553] Time 2.434 Data 0.001 Err 1.3560 top1 35.156 top5 13.281 | Epoch: [5][245/553] Time 2.483 Data 0.001 Err 1.4159 top1 38.281 top5 11.719 | Epoch: [5][246/553] Time 2.444 Data 0.001 Err 1.4519 top1 37.500 top5 14.062 | Epoch: [5][247/553] Time 2.449 Data 0.001 Err 1.1876 top1 30.469 top5 10.938 | Epoch: [5][248/553] Time 2.460 Data 0.001 Err 1.1371 top1 28.125 top5 13.281 | Epoch: [5][249/553] Time 2.507 Data 0.001 Err 1.5357 top1 35.156 top5 18.750 | Epoch: [5][250/553] Time 2.512 Data 0.001 Err 1.0980 top1 25.781 top5 9.375 | Epoch: [5][251/553] Time 2.444 Data 0.001 Err 1.3991 top1 37.500 top5 10.938 | Epoch: [5][252/553] Time 2.458 Data 0.001 Err 1.2436 top1 27.344 top5 14.062 | Epoch: [5][253/553] Time 2.445 Data 0.001 Err 0.9831 top1 28.906 top5 9.375 | Epoch: [5][254/553] Time 2.435 Data 0.001 Err 1.1567 top1 29.688 top5 10.156 | Epoch: [5][255/553] Time 2.438 Data 0.001 Err 1.4401 top1 35.156 top5 15.625 | Epoch: [5][256/553] Time 2.451 Data 0.001 Err 1.1874 top1 29.688 top5 13.281 | Epoch: [5][257/553] Time 2.443 Data 0.001 Err 1.2414 top1 31.250 top5 10.938 | Epoch: [5][258/553] Time 2.465 Data 0.001 Err 1.3653 top1 38.281 top5 14.062 | Epoch: [5][259/553] Time 2.442 Data 0.001 Err 1.3656 top1 34.375 top5 13.281 | Epoch: [5][260/553] Time 2.488 Data 0.001 Err 1.3885 top1 37.500 top5 15.625 | Epoch: [5][261/553] Time 2.440 Data 0.001 Err 1.3397 top1 37.500 top5 14.062 | Epoch: [5][262/553] Time 2.525 Data 0.001 Err 1.2630 top1 34.375 top5 11.719 | Epoch: [5][263/553] Time 2.448 Data 0.001 Err 1.0898 top1 25.781 top5 10.938 | Epoch: [5][264/553] Time 2.443 Data 0.001 Err 1.4474 top1 37.500 top5 15.625 | Epoch: [5][265/553] Time 2.439 Data 0.001 Err 1.3486 top1 36.719 top5 15.625 | Epoch: [5][266/553] Time 2.493 Data 0.001 Err 1.2071 top1 32.031 top5 14.844 | Epoch: [5][267/553] Time 2.467 Data 0.001 Err 1.2928 top1 34.375 top5 13.281 | Epoch: [5][268/553] Time 2.443 Data 0.001 Err 1.1495 top1 31.250 top5 9.375 | Epoch: [5][269/553] Time 2.454 Data 0.001 Err 1.4035 top1 35.938 top5 20.312 | Epoch: [5][270/553] Time 2.450 Data 0.001 Err 1.5220 top1 40.625 top5 17.188 | Epoch: [5][271/553] Time 2.449 Data 0.001 Err 1.0704 top1 30.469 top5 7.031 | Epoch: [5][272/553] Time 2.476 Data 0.001 Err 1.6154 top1 38.281 top5 15.625 | Epoch: [5][273/553] Time 2.491 Data 0.001 Err 1.3247 top1 34.375 top5 13.281 | Epoch: [5][274/553] Time 2.499 Data 0.001 Err 1.0794 top1 24.219 top5 9.375 | Epoch: [5][275/553] Time 2.447 Data 0.001 Err 1.5568 top1 39.062 top5 15.625 | Epoch: [5][276/553] Time 2.463 Data 0.001 Err 1.1649 top1 29.688 top5 12.500 | Epoch: [5][277/553] Time 2.505 Data 0.001 Err 1.2514 top1 32.812 top5 10.938 | Epoch: [5][278/553] Time 2.465 Data 0.001 Err 1.3889 top1 35.938 top5 14.062 | Epoch: [5][279/553] Time 2.445 Data 0.001 Err 1.2431 top1 30.469 top5 12.500 | Epoch: [5][280/553] Time 2.452 Data 0.001 Err 1.1589 top1 31.250 top5 8.594 | Epoch: [5][281/553] Time 2.481 Data 0.001 Err 1.0658 top1 28.125 top5 9.375 | Epoch: [5][282/553] Time 2.466 Data 0.001 Err 1.4810 top1 42.188 top5 14.844 | Epoch: [5][283/553] Time 2.458 Data 0.001 Err 1.3115 top1 37.500 top5 11.719 | Epoch: [5][284/553] Time 2.444 Data 0.001 Err 1.2982 top1 34.375 top5 10.938 | Epoch: [5][285/553] Time 2.445 Data 0.001 Err 1.1076 top1 25.781 top5 15.625 | Epoch: [5][286/553] Time 2.475 Data 0.001 Err 1.2552 top1 33.594 top5 10.938 | Epoch: [5][287/553] Time 2.500 Data 0.001 Err 1.4865 top1 41.406 top5 17.188 | Epoch: [5][288/553] Time 2.503 Data 0.001 Err 1.4347 top1 39.062 top5 16.406 | Epoch: [5][289/553] Time 2.445 Data 0.001 Err 1.2106 top1 32.812 top5 10.938 | Epoch: [5][290/553] Time 2.464 Data 0.001 Err 1.6568 top1 39.844 top5 19.531 | Epoch: [5][291/553] Time 2.465 Data 0.001 Err 1.0167 top1 30.469 top5 3.906 | Epoch: [5][292/553] Time 2.460 Data 0.001 Err 1.1544 top1 29.688 top5 13.281 | Epoch: [5][293/553] Time 2.489 Data 0.001 Err 1.6175 top1 39.062 top5 17.188 | Epoch: [5][294/553] Time 2.440 Data 0.001 Err 1.3744 top1 35.938 top5 12.500 | Epoch: [5][295/553] Time 2.444 Data 0.001 Err 1.1962 top1 35.938 top5 11.719 | Epoch: [5][296/553] Time 2.438 Data 0.001 Err 1.3934 top1 39.062 top5 13.281 | Epoch: [5][297/553] Time 2.440 Data 0.001 Err 1.6940 top1 43.750 top5 17.188 | Epoch: [5][298/553] Time 2.439 Data 0.001 Err 1.4968 top1 39.062 top5 16.406 | Epoch: [5][299/553] Time 2.443 Data 0.001 Err 1.4902 top1 37.500 top5 16.406 | Epoch: [5][300/553] Time 2.480 Data 0.001 Err 1.1603 top1 30.469 top5 13.281 | Epoch: [5][301/553] Time 2.475 Data 0.001 Err 0.9385 top1 25.781 top5 7.031 | Epoch: [5][302/553] Time 2.453 Data 0.001 Err 1.3641 top1 35.938 top5 12.500 | Epoch: [5][303/553] Time 2.467 Data 0.001 Err 1.3653 top1 33.594 top5 14.062 | Epoch: [5][304/553] Time 2.451 Data 0.001 Err 1.1247 top1 28.125 top5 10.938 | Epoch: [5][305/553] Time 2.448 Data 0.001 Err 1.2349 top1 29.688 top5 14.844 | Epoch: [5][306/553] Time 2.459 Data 0.001 Err 1.2445 top1 31.250 top5 12.500 | Epoch: [5][307/553] Time 2.467 Data 0.001 Err 1.2621 top1 32.031 top5 10.938 | Epoch: [5][308/553] Time 2.478 Data 0.001 Err 1.5702 top1 41.406 top5 17.969 | Epoch: [5][309/553] Time 2.459 Data 0.001 Err 1.3577 top1 31.250 top5 15.625 | Epoch: [5][310/553] Time 2.455 Data 0.001 Err 1.3147 top1 34.375 top5 10.156 | Epoch: [5][311/553] Time 2.470 Data 0.001 Err 1.2128 top1 31.250 top5 11.719 | Epoch: [5][312/553] Time 2.475 Data 0.001 Err 1.1668 top1 28.906 top5 7.031 | Epoch: [5][313/553] Time 2.442 Data 0.001 Err 1.3284 top1 35.156 top5 13.281 | Epoch: [5][314/553] Time 2.442 Data 0.001 Err 1.1718 top1 26.562 top5 12.500 | Epoch: [5][315/553] Time 2.514 Data 0.001 Err 1.3526 top1 32.031 top5 14.844 | Epoch: [5][316/553] Time 2.472 Data 0.001 Err 1.0376 top1 30.469 top5 7.031 | Epoch: [5][317/553] Time 2.447 Data 0.001 Err 1.1343 top1 32.031 top5 10.156 | Epoch: [5][318/553] Time 2.510 Data 0.001 Err 1.2525 top1 31.250 top5 13.281 | Epoch: [5][319/553] Time 2.455 Data 0.001 Err 1.3208 top1 34.375 top5 14.062 | Epoch: [5][320/553] Time 2.524 Data 0.001 Err 1.0533 top1 24.219 top5 9.375 | Epoch: [5][321/553] Time 2.441 Data 0.001 Err 1.1935 top1 29.688 top5 12.500 | Epoch: [5][322/553] Time 2.464 Data 0.001 Err 1.6096 top1 44.531 top5 20.312 | Epoch: [5][323/553] Time 2.466 Data 0.001 Err 1.2509 top1 33.594 top5 10.156 | Epoch: [5][324/553] Time 2.476 Data 0.001 Err 1.3728 top1 36.719 top5 15.625 | Epoch: [5][325/553] Time 2.503 Data 0.001 Err 1.6268 top1 40.625 top5 18.750 | Epoch: [5][326/553] Time 2.448 Data 0.001 Err 1.1302 top1 30.469 top5 10.156 | Epoch: [5][327/553] Time 2.453 Data 0.001 Err 1.1693 top1 29.688 top5 9.375 | Epoch: [5][328/553] Time 2.440 Data 0.001 Err 1.2531 top1 34.375 top5 13.281 | Epoch: [5][329/553] Time 2.456 Data 0.001 Err 1.1667 top1 31.250 top5 12.500 | Epoch: [5][330/553] Time 2.494 Data 0.001 Err 1.2247 top1 33.594 top5 10.156 | Epoch: [5][331/553] Time 2.447 Data 0.001 Err 1.3205 top1 31.250 top5 14.844 | Epoch: [5][332/553] Time 2.490 Data 0.001 Err 1.1868 top1 29.688 top5 10.938 | Epoch: [5][333/553] Time 2.453 Data 0.001 Err 1.0882 top1 31.250 top5 7.031 | Epoch: [5][334/553] Time 2.445 Data 0.001 Err 1.2311 top1 32.812 top5 10.938 | Epoch: [5][335/553] Time 2.436 Data 0.001 Err 1.3465 top1 34.375 top5 14.062 | Epoch: [5][336/553] Time 2.436 Data 0.001 Err 1.4449 top1 32.031 top5 14.062 | Epoch: [5][337/553] Time 2.468 Data 0.001 Err 1.2835 top1 30.469 top5 10.938 | Epoch: [5][338/553] Time 2.469 Data 0.001 Err 1.3366 top1 30.469 top5 15.625 | Epoch: [5][339/553] Time 2.451 Data 0.001 Err 1.4669 top1 43.750 top5 17.969 | Epoch: [5][340/553] Time 2.440 Data 0.001 Err 1.1378 top1 29.688 top5 11.719 | Epoch: [5][341/553] Time 2.474 Data 0.001 Err 1.3753 top1 35.938 top5 14.844 | Epoch: [5][342/553] Time 2.471 Data 0.001 Err 1.2330 top1 28.906 top5 13.281 | Epoch: [5][343/553] Time 2.439 Data 0.001 Err 1.6315 top1 44.531 top5 17.969 | Epoch: [5][344/553] Time 2.445 Data 0.001 Err 1.0778 top1 28.125 top5 10.156 | Epoch: [5][345/553] Time 2.468 Data 0.001 Err 1.1122 top1 29.688 top5 13.281 | Epoch: [5][346/553] Time 2.489 Data 0.001 Err 1.2603 top1 31.250 top5 9.375 | Epoch: [5][347/553] Time 2.458 Data 0.001 Err 1.3404 top1 32.812 top5 14.844 | Epoch: [5][348/553] Time 2.438 Data 0.001 Err 1.5994 top1 38.281 top5 16.406 | Epoch: [5][349/553] Time 2.438 Data 0.001 Err 1.3757 top1 32.031 top5 14.844 | Epoch: [5][350/553] Time 2.468 Data 0.001 Err 1.2373 top1 28.906 top5 13.281 | Epoch: [5][351/553] Time 2.509 Data 0.001 Err 1.2874 top1 33.594 top5 14.062 | Epoch: [5][352/553] Time 2.443 Data 0.001 Err 1.5554 top1 37.500 top5 17.969 | Epoch: [5][353/553] Time 2.448 Data 0.001 Err 1.1875 top1 32.031 top5 8.594 | Epoch: [5][354/553] Time 2.434 Data 0.000 Err 1.5024 top1 36.719 top5 15.625 | Epoch: [5][355/553] Time 2.481 Data 0.001 Err 1.5208 top1 35.938 top5 15.625 | Epoch: [5][356/553] Time 2.434 Data 0.001 Err 1.0023 top1 22.656 top5 9.375 | Epoch: [5][357/553] Time 2.437 Data 0.001 Err 1.2386 top1 29.688 top5 14.062 | Epoch: [5][358/553] Time 2.454 Data 0.001 Err 1.1209 top1 29.688 top5 10.156 | Epoch: [5][359/553] Time 2.482 Data 0.001 Err 1.1129 top1 32.031 top5 9.375 | Epoch: [5][360/553] Time 2.435 Data 0.001 Err 1.3609 top1 42.969 top5 13.281 | Epoch: [5][361/553] Time 2.460 Data 0.001 Err 1.0887 top1 26.562 top5 9.375 | Epoch: [5][362/553] Time 2.437 Data 0.001 Err 1.1933 top1 29.688 top5 9.375 | Epoch: [5][363/553] Time 2.464 Data 0.001 Err 1.5258 top1 38.281 top5 15.625 | Epoch: [5][364/553] Time 2.462 Data 0.001 Err 1.1648 top1 32.031 top5 10.938 | Epoch: [5][365/553] Time 2.434 Data 0.001 Err 1.1561 top1 28.906 top5 8.594 | Epoch: [5][366/553] Time 2.447 Data 0.001 Err 1.0758 top1 30.469 top5 10.156 | Epoch: [5][367/553] Time 2.496 Data 0.001 Err 1.4540 top1 35.156 top5 15.625 | Epoch: [5][368/553] Time 2.478 Data 0.001 Err 1.5266 top1 40.625 top5 19.531 | Epoch: [5][369/553] Time 2.440 Data 0.001 Err 1.2946 top1 35.156 top5 12.500 | Epoch: [5][370/553] Time 2.441 Data 0.001 Err 1.3931 top1 35.156 top5 12.500 | Epoch: [5][371/553] Time 2.479 Data 0.001 Err 1.4660 top1 39.062 top5 14.062 | Epoch: [5][372/553] Time 2.436 Data 0.001 Err 1.1291 top1 29.688 top5 9.375 | Epoch: [5][373/553] Time 2.477 Data 0.001 Err 1.4164 top1 35.938 top5 16.406 | Epoch: [5][374/553] Time 2.477 Data 0.000 Err 1.2033 top1 34.375 top5 10.938 | Epoch: [5][375/553] Time 2.466 Data 0.001 Err 1.3931 top1 33.594 top5 13.281 | Epoch: [5][376/553] Time 2.448 Data 0.001 Err 1.1794 top1 32.031 top5 13.281 | Epoch: [5][377/553] Time 2.476 Data 0.001 Err 1.3351 top1 35.938 top5 9.375 | Epoch: [5][378/553] Time 2.482 Data 0.001 Err 1.1828 top1 33.594 top5 8.594 | Epoch: [5][379/553] Time 2.447 Data 0.001 Err 1.2648 top1 29.688 top5 14.062 | Epoch: [5][380/553] Time 2.439 Data 0.001 Err 1.2388 top1 35.938 top5 12.500 | Epoch: [5][381/553] Time 2.479 Data 0.001 Err 1.4078 top1 30.469 top5 16.406 | Epoch: [5][382/553] Time 2.448 Data 0.001 Err 1.8278 top1 41.406 top5 17.969 | Epoch: [5][383/553] Time 2.464 Data 0.001 Err 1.4005 top1 32.812 top5 14.062 | Epoch: [5][384/553] Time 2.485 Data 0.001 Err 1.7318 top1 40.625 top5 18.750 | Epoch: [5][385/553] Time 2.512 Data 0.001 Err 1.0941 top1 28.125 top5 8.594 | Epoch: [5][386/553] Time 2.508 Data 0.001 Err 1.1899 top1 33.594 top5 14.844 | Epoch: [5][387/553] Time 2.504 Data 0.001 Err 1.1225 top1 28.906 top5 7.031 | Epoch: [5][388/553] Time 2.454 Data 0.001 Err 1.5202 top1 35.938 top5 16.406 | Epoch: [5][389/553] Time 2.472 Data 0.001 Err 1.2859 top1 32.812 top5 12.500 | Epoch: [5][390/553] Time 2.488 Data 0.001 Err 1.3020 top1 37.500 top5 15.625 | Epoch: [5][391/553] Time 2.471 Data 0.001 Err 1.5022 top1 37.500 top5 18.750 | Epoch: [5][392/553] Time 2.437 Data 0.001 Err 1.4515 top1 39.844 top5 18.750 | Epoch: [5][393/553] Time 2.500 Data 0.001 Err 1.2579 top1 35.938 top5 10.938 | Epoch: [5][394/553] Time 2.478 Data 0.001 Err 1.4366 top1 36.719 top5 16.406 | Epoch: [5][395/553] Time 2.440 Data 0.001 Err 1.7159 top1 42.969 top5 22.656 | Epoch: [5][396/553] Time 2.441 Data 0.001 Err 1.3294 top1 30.469 top5 9.375 | Epoch: [5][397/553] Time 2.487 Data 0.001 Err 1.1955 top1 27.344 top5 17.188 | Epoch: [5][398/553] Time 2.470 Data 0.001 Err 1.4147 top1 39.062 top5 11.719 | Epoch: [5][399/553] Time 2.446 Data 0.001 Err 1.3262 top1 36.719 top5 12.500 | Epoch: [5][400/553] Time 2.453 Data 0.001 Err 1.2343 top1 33.594 top5 11.719 | Epoch: [5][401/553] Time 2.437 Data 0.001 Err 1.4814 top1 35.938 top5 18.750 | Epoch: [5][402/553] Time 2.511 Data 0.001 Err 1.2134 top1 32.812 top5 12.500 | Epoch: [5][403/553] Time 2.458 Data 0.001 Err 1.4705 top1 37.500 top5 14.062 | Epoch: [5][404/553] Time 2.444 Data 0.001 Err 1.1606 top1 32.812 top5 10.156 | Epoch: [5][405/553] Time 2.442 Data 0.001 Err 1.4608 top1 37.500 top5 17.969 | Epoch: [5][406/553] Time 2.444 Data 0.001 Err 1.1315 top1 28.906 top5 7.812 | Epoch: [5][407/553] Time 2.460 Data 0.001 Err 1.6507 top1 46.875 top5 15.625 | Epoch: [5][408/553] Time 2.448 Data 0.001 Err 1.3173 top1 35.156 top5 12.500 | Epoch: [5][409/553] Time 2.473 Data 0.001 Err 1.3301 top1 32.031 top5 14.844 | Epoch: [5][410/553] Time 2.465 Data 0.001 Err 0.9337 top1 22.656 top5 7.812 | Epoch: [5][411/553] Time 2.445 Data 0.000 Err 1.7086 top1 39.844 top5 20.312 | Epoch: [5][412/553] Time 2.445 Data 0.001 Err 1.5026 top1 35.156 top5 15.625 | Epoch: [5][413/553] Time 2.468 Data 0.001 Err 1.1796 top1 31.250 top5 7.812 | Epoch: [5][414/553] Time 2.449 Data 0.001 Err 1.5788 top1 41.406 top5 13.281 | Epoch: [5][415/553] Time 2.472 Data 0.001 Err 1.2912 top1 32.812 top5 11.719 | Epoch: [5][416/553] Time 2.443 Data 0.001 Err 1.3768 top1 33.594 top5 16.406 | Epoch: [5][417/553] Time 2.457 Data 0.001 Err 1.2414 top1 34.375 top5 13.281 | Epoch: [5][418/553] Time 2.500 Data 0.001 Err 1.2922 top1 32.812 top5 13.281 | Epoch: [5][419/553] Time 2.502 Data 0.001 Err 1.2926 top1 33.594 top5 9.375 | Epoch: [5][420/553] Time 2.442 Data 0.001 Err 1.6017 top1 38.281 top5 20.312 | Epoch: [5][421/553] Time 2.473 Data 0.001 Err 1.2242 top1 30.469 top5 9.375 | Epoch: [5][422/553] Time 2.510 Data 0.001 Err 1.3070 top1 30.469 top5 13.281 | Epoch: [5][423/553] Time 2.515 Data 0.001 Err 1.4898 top1 33.594 top5 16.406 | Epoch: [5][424/553] Time 2.449 Data 0.001 Err 1.2837 top1 32.812 top5 9.375 | Epoch: [5][425/553] Time 2.469 Data 0.001 Err 0.9584 top1 28.906 top5 7.812 | Epoch: [5][426/553] Time 2.465 Data 0.001 Err 1.3512 top1 32.031 top5 14.844 | Epoch: [5][427/553] Time 2.499 Data 0.001 Err 1.3357 top1 33.594 top5 13.281 | Epoch: [5][428/553] Time 2.442 Data 0.001 Err 1.3225 top1 39.844 top5 14.062 | Epoch: [5][429/553] Time 2.468 Data 0.001 Err 1.3085 top1 33.594 top5 14.062 | Epoch: [5][430/553] Time 2.439 Data 0.001 Err 1.2278 top1 32.031 top5 12.500 | Epoch: [5][431/553] Time 2.459 Data 0.001 Err 1.2110 top1 30.469 top5 11.719 | Epoch: [5][432/553] Time 2.435 Data 0.001 Err 1.3219 top1 36.719 top5 10.156 | Epoch: [5][433/553] Time 2.441 Data 0.001 Err 1.4284 top1 35.156 top5 12.500 | Epoch: [5][434/553] Time 2.492 Data 0.001 Err 1.4084 top1 35.938 top5 14.844 | Epoch: [5][435/553] Time 2.470 Data 0.001 Err 1.0603 top1 28.906 top5 10.938 | Epoch: [5][436/553] Time 2.440 Data 0.001 Err 1.4463 top1 36.719 top5 14.844 | Epoch: [5][437/553] Time 2.510 Data 0.001 Err 1.2287 top1 35.156 top5 14.844 | Epoch: [5][438/553] Time 2.510 Data 0.001 Err 1.3520 top1 37.500 top5 12.500 | Epoch: [5][439/553] Time 2.495 Data 0.001 Err 1.2392 top1 25.000 top5 10.156 | Epoch: [5][440/553] Time 2.437 Data 0.001 Err 1.2759 top1 34.375 top5 14.844 | Epoch: [5][441/553] Time 2.435 Data 0.001 Err 1.4288 top1 37.500 top5 16.406 | Epoch: [5][442/553] Time 2.467 Data 0.001 Err 1.3101 top1 30.469 top5 13.281 | Epoch: [5][443/553] Time 2.441 Data 0.001 Err 1.3352 top1 32.812 top5 17.969 | Epoch: [5][444/553] Time 2.481 Data 0.001 Err 1.0337 top1 25.781 top5 9.375 | Epoch: [5][445/553] Time 2.485 Data 0.001 Err 1.1077 top1 31.250 top5 10.156 | Epoch: [5][446/553] Time 2.515 Data 0.001 Err 1.0295 top1 29.688 top5 10.156 | Epoch: [5][447/553] Time 2.450 Data 0.001 Err 1.4684 top1 33.594 top5 16.406 | Epoch: [5][448/553] Time 2.432 Data 0.001 Err 1.3409 top1 31.250 top5 13.281 | Epoch: [5][449/553] Time 2.499 Data 0.001 Err 1.1010 top1 28.125 top5 9.375 | Epoch: [5][450/553] Time 2.497 Data 0.001 Err 1.3893 top1 36.719 top5 13.281 | Epoch: [5][451/553] Time 2.442 Data 0.001 Err 1.5018 top1 38.281 top5 15.625 | Epoch: [5][452/553] Time 2.443 Data 0.001 Err 1.3119 top1 39.844 top5 10.156 | Epoch: [5][453/553] Time 2.431 Data 0.001 Err 1.6958 top1 39.844 top5 17.969 | Epoch: [5][454/553] Time 2.466 Data 0.001 Err 1.4169 top1 32.031 top5 17.188 | Epoch: [5][455/553] Time 2.434 Data 0.001 Err 1.4745 top1 36.719 top5 16.406 | Epoch: [5][456/553] Time 2.442 Data 0.001 Err 1.4468 top1 32.812 top5 13.281 | Epoch: [5][457/553] Time 2.505 Data 0.001 Err 1.1956 top1 28.125 top5 10.938 | Epoch: [5][458/553] Time 2.471 Data 0.001 Err 1.1936 top1 32.031 top5 10.156 | Epoch: [5][459/553] Time 2.451 Data 0.001 Err 1.2382 top1 35.156 top5 11.719 | Epoch: [5][460/553] Time 2.494 Data 0.001 Err 1.4713 top1 37.500 top5 13.281 | Epoch: [5][461/553] Time 2.482 Data 0.001 Err 1.1294 top1 29.688 top5 9.375 | Epoch: [5][462/553] Time 2.474 Data 0.001 Err 1.1529 top1 31.250 top5 9.375 | Epoch: [5][463/553] Time 2.442 Data 0.001 Err 1.0598 top1 33.594 top5 7.812 | Epoch: [5][464/553] Time 2.446 Data 0.001 Err 1.3386 top1 32.031 top5 13.281 | Epoch: [5][465/553] Time 2.471 Data 0.001 Err 1.4910 top1 35.156 top5 10.938 | Epoch: [5][466/553] Time 2.436 Data 0.001 Err 1.4814 top1 35.156 top5 17.969 | Epoch: [5][467/553] Time 2.466 Data 0.001 Err 1.6164 top1 41.406 top5 20.312 | Epoch: [5][468/553] Time 2.437 Data 0.001 Err 1.3336 top1 36.719 top5 10.156 | Epoch: [5][469/553] Time 2.483 Data 0.001 Err 1.3416 top1 35.156 top5 12.500 | Epoch: [5][470/553] Time 2.443 Data 0.001 Err 1.5509 top1 39.062 top5 13.281 | Epoch: [5][471/553] Time 2.465 Data 0.001 Err 1.2769 top1 34.375 top5 10.938 | Epoch: [5][472/553] Time 2.456 Data 0.001 Err 1.3772 top1 30.469 top5 15.625 | Epoch: [5][473/553] Time 2.445 Data 0.001 Err 1.4888 top1 35.938 top5 17.969 | Epoch: [5][474/553] Time 2.454 Data 0.001 Err 1.5645 top1 42.188 top5 15.625 | Epoch: [5][475/553] Time 2.478 Data 0.001 Err 1.2123 top1 32.031 top5 10.938 | Epoch: [5][476/553] Time 2.443 Data 0.001 Err 1.1376 top1 25.781 top5 12.500 | Epoch: [5][477/553] Time 2.439 Data 0.001 Err 1.4708 top1 38.281 top5 16.406 | Epoch: [5][478/553] Time 2.440 Data 0.000 Err 1.4386 top1 39.062 top5 17.188 | Epoch: [5][479/553] Time 2.460 Data 0.001 Err 1.3650 top1 35.156 top5 14.062 | Epoch: [5][480/553] Time 2.438 Data 0.001 Err 1.6732 top1 42.188 top5 17.969 | Epoch: [5][481/553] Time 2.452 Data 0.001 Err 1.5791 top1 40.625 top5 17.969 | Epoch: [5][482/553] Time 2.437 Data 0.001 Err 1.0071 top1 26.562 top5 7.812 | Epoch: [5][483/553] Time 2.439 Data 0.001 Err 0.9768 top1 24.219 top5 7.031 | Epoch: [5][484/553] Time 2.449 Data 0.001 Err 0.8846 top1 23.438 top5 3.125 | Epoch: [5][485/553] Time 2.483 Data 0.001 Err 1.2766 top1 37.500 top5 13.281 | Epoch: [5][486/553] Time 2.478 Data 0.001 Err 1.2653 top1 36.719 top5 13.281 | Epoch: [5][487/553] Time 2.474 Data 0.001 Err 1.4873 top1 36.719 top5 17.188 | Epoch: [5][488/553] Time 2.440 Data 0.001 Err 1.0385 top1 30.469 top5 7.031 | Epoch: [5][489/553] Time 2.437 Data 0.001 Err 1.6377 top1 39.062 top5 14.062 | Epoch: [5][490/553] Time 2.481 Data 0.001 Err 1.6411 top1 38.281 top5 14.844 | Epoch: [5][491/553] Time 2.440 Data 0.001 Err 1.7101 top1 46.875 top5 17.969 | Epoch: [5][492/553] Time 2.451 Data 0.001 Err 1.3640 top1 35.156 top5 12.500 | Epoch: [5][493/553] Time 2.475 Data 0.001 Err 1.2710 top1 30.469 top5 14.062 | Epoch: [5][494/553] Time 2.479 Data 0.001 Err 1.2596 top1 31.250 top5 13.281 | Epoch: [5][495/553] Time 2.478 Data 0.000 Err 1.2780 top1 35.156 top5 14.062 | Epoch: [5][496/553] Time 2.435 Data 0.001 Err 1.2408 top1 29.688 top5 18.750 | Epoch: [5][497/553] Time 2.500 Data 0.001 Err 1.3660 top1 33.594 top5 17.188 | Epoch: [5][498/553] Time 2.464 Data 0.001 Err 1.3631 top1 32.031 top5 14.062 | Epoch: [5][499/553] Time 2.454 Data 0.001 Err 1.4066 top1 37.500 top5 12.500 | Epoch: [5][500/553] Time 2.482 Data 0.001 Err 1.5926 top1 40.625 top5 19.531 | Epoch: [5][501/553] Time 2.495 Data 0.001 Err 1.1612 top1 32.812 top5 10.156 | Epoch: [5][502/553] Time 2.442 Data 0.001 Err 1.3578 top1 34.375 top5 14.844 | Epoch: [5][503/553] Time 2.435 Data 0.001 Err 1.1727 top1 35.938 top5 10.156 | Epoch: [5][504/553] Time 2.446 Data 0.001 Err 1.7012 top1 37.500 top5 22.656 | Epoch: [5][505/553] Time 2.463 Data 0.001 Err 1.1524 top1 33.594 top5 10.156 | Epoch: [5][506/553] Time 2.473 Data 0.001 Err 1.5510 top1 39.062 top5 21.094 | Epoch: [5][507/553] Time 2.439 Data 0.001 Err 1.2194 top1 32.031 top5 9.375 | Epoch: [5][508/553] Time 2.478 Data 0.001 Err 1.3336 top1 33.594 top5 12.500 | Epoch: [5][509/553] Time 2.466 Data 0.001 Err 1.0923 top1 28.125 top5 9.375 | Epoch: [5][510/553] Time 2.504 Data 0.001 Err 1.2910 top1 33.594 top5 10.156 | Epoch: [5][511/553] Time 2.441 Data 0.001 Err 1.5348 top1 39.844 top5 17.188 | Epoch: [5][512/553] Time 2.460 Data 0.001 Err 1.3451 top1 31.250 top5 13.281 | Epoch: [5][513/553] Time 2.431 Data 0.001 Err 1.3914 top1 37.500 top5 14.844 | Epoch: [5][514/553] Time 2.477 Data 0.000 Err 1.3041 top1 30.469 top5 12.500 | Epoch: [5][515/553] Time 2.476 Data 0.001 Err 1.4528 top1 37.500 top5 15.625 | Epoch: [5][516/553] Time 2.446 Data 0.001 Err 1.2376 top1 37.500 top5 11.719 | Epoch: [5][517/553] Time 2.496 Data 0.001 Err 1.1459 top1 32.812 top5 9.375 | Epoch: [5][518/553] Time 2.521 Data 0.001 Err 1.5132 top1 38.281 top5 16.406 | Epoch: [5][519/553] Time 2.444 Data 0.001 Err 1.0754 top1 28.906 top5 7.812 | Epoch: [5][520/553] Time 2.504 Data 0.001 Err 1.2331 top1 29.688 top5 16.406 | Epoch: [5][521/553] Time 2.449 Data 0.001 Err 1.5796 top1 41.406 top5 17.188 | Epoch: [5][522/553] Time 2.475 Data 0.001 Err 1.2539 top1 33.594 top5 15.625 | Epoch: [5][523/553] Time 2.451 Data 0.001 Err 1.2993 top1 30.469 top5 14.062 | Epoch: [5][524/553] Time 2.449 Data 0.000 Err 1.2018 top1 25.000 top5 10.938 | Epoch: [5][525/553] Time 2.464 Data 0.000 Err 1.3508 top1 32.812 top5 14.844 | Epoch: [5][526/553] Time 2.469 Data 0.001 Err 1.3737 top1 35.156 top5 14.844 | Epoch: [5][527/553] Time 2.457 Data 0.000 Err 1.1451 top1 28.906 top5 11.719 | Epoch: [5][528/553] Time 2.465 Data 0.001 Err 1.2547 top1 36.719 top5 10.938 | Epoch: [5][529/553] Time 2.447 Data 0.001 Err 1.3090 top1 35.156 top5 10.156 | Epoch: [5][530/553] Time 2.494 Data 0.001 Err 1.2093 top1 32.031 top5 10.938 | Epoch: [5][531/553] Time 2.450 Data 0.001 Err 1.7718 top1 40.625 top5 16.406 | Epoch: [5][532/553] Time 2.497 Data 0.001 Err 1.2252 top1 32.031 top5 12.500 | Epoch: [5][533/553] Time 2.451 Data 0.001 Err 1.2407 top1 33.594 top5 12.500 | Epoch: [5][534/553] Time 2.438 Data 0.001 Err 1.3772 top1 34.375 top5 14.062 | Epoch: [5][535/553] Time 2.515 Data 0.001 Err 1.2317 top1 32.812 top5 10.156 | Epoch: [5][536/553] Time 2.524 Data 0.001 Err 1.2080 top1 32.031 top5 12.500 | Epoch: [5][537/553] Time 2.461 Data 0.000 Err 1.2681 top1 31.250 top5 15.625 | Epoch: [5][538/553] Time 2.451 Data 0.001 Err 1.0574 top1 28.906 top5 9.375 | Epoch: [5][539/553] Time 2.482 Data 0.001 Err 1.1446 top1 31.250 top5 8.594 | Epoch: [5][540/553] Time 2.475 Data 0.001 Err 1.4498 top1 37.500 top5 14.844 | Epoch: [5][541/553] Time 2.471 Data 0.001 Err 0.9846 top1 25.000 top5 7.812 | Epoch: [5][542/553] Time 2.452 Data 0.001 Err 1.3715 top1 33.594 top5 10.156 | Epoch: [5][543/553] Time 2.465 Data 0.000 Err 1.2360 top1 32.031 top5 10.156 | Epoch: [5][544/553] Time 2.458 Data 0.000 Err 1.1303 top1 31.250 top5 8.594 | Epoch: [5][545/553] Time 2.436 Data 0.000 Err 1.2117 top1 32.812 top5 10.156 | Epoch: [5][546/553] Time 2.477 Data 0.000 Err 1.2269 top1 32.812 top5 11.719 | Epoch: [5][547/553] Time 2.440 Data 0.000 Err 1.3458 top1 31.250 top5 12.500 | Epoch: [5][548/553] Time 2.445 Data 0.000 Err 0.9596 top1 24.219 top5 8.594 | Epoch: [5][549/553] Time 2.494 Data 0.000 Err 1.4843 top1 42.188 top5 12.500 | Epoch: [5][550/553] Time 2.435 Data 0.001 Err 1.3444 top1 36.719 top5 12.500 | Epoch: [5][551/553] Time 2.441 Data 0.000 Err 1.3897 top1 38.281 top5 13.281 | Epoch: [5][552/553] Time 2.446 Data 0.000 Err 1.1995 top1 30.469 top5 14.062 | Epoch: [5][553/553] Time 1.025 Data 0.000 Err 1.7135 top1 38.636 top5 25.000 | Test: [5][1/198] Time 2.421 Data 1.706 top1 41.406 ( 41.406) top5 20.312 ( 20.312) | Test: [5][2/198] Time 0.714 Data 0.001 top1 44.531 ( 42.969) top5 16.406 ( 18.359) | Test: [5][3/198] Time 0.720 Data 0.000 top1 49.219 ( 45.052) top5 25.000 ( 20.573) | Test: [5][4/198] Time 0.716 Data 0.001 top1 35.156 ( 42.578) top5 17.188 ( 19.727) | Test: [5][5/198] Time 0.720 Data 0.001 top1 42.969 ( 42.656) top5 16.406 ( 19.062) | Test: [5][6/198] Time 0.713 Data 0.001 top1 46.094 ( 43.229) top5 22.656 ( 19.661) | Test: [5][7/198] Time 0.714 Data 0.001 top1 46.875 ( 43.750) top5 24.219 ( 20.312) | Test: [5][8/198] Time 0.716 Data 0.001 top1 42.188 ( 43.555) top5 13.281 ( 19.434) | Test: [5][9/198] Time 0.733 Data 0.001 top1 44.531 ( 43.663) top5 21.094 ( 19.618) | Test: [5][10/198] Time 0.722 Data 0.001 top1 42.188 ( 43.516) top5 20.312 ( 19.688) | Test: [5][11/198] Time 0.720 Data 0.001 top1 52.344 ( 44.318) top5 21.875 ( 19.886) | Test: [5][12/198] Time 0.715 Data 0.001 top1 43.750 ( 44.271) top5 21.875 ( 20.052) | Test: [5][13/198] Time 0.730 Data 0.001 top1 38.281 ( 43.810) top5 18.750 ( 19.952) | Test: [5][14/198] Time 0.712 Data 0.001 top1 45.312 ( 43.917) top5 17.969 ( 19.810) | Test: [5][15/198] Time 0.725 Data 0.001 top1 48.438 ( 44.219) top5 15.625 ( 19.531) | Test: [5][16/198] Time 0.721 Data 0.001 top1 53.125 ( 44.775) top5 20.312 ( 19.580) | Test: [5][17/198] Time 0.714 Data 0.001 top1 46.875 ( 44.899) top5 21.875 ( 19.715) | Test: [5][18/198] Time 0.722 Data 0.001 top1 48.438 ( 45.095) top5 24.219 ( 19.965) | Test: [5][19/198] Time 0.717 Data 0.001 top1 52.344 ( 45.477) top5 21.094 ( 20.025) | Test: [5][20/198] Time 0.719 Data 0.001 top1 45.312 ( 45.469) top5 23.438 ( 20.195) | Test: [5][21/198] Time 0.727 Data 0.001 top1 51.562 ( 45.759) top5 21.875 ( 20.275) | Test: [5][22/198] Time 0.718 Data 0.001 top1 46.875 ( 45.810) top5 23.438 ( 20.419) | Test: [5][23/198] Time 0.723 Data 0.001 top1 44.531 ( 45.754) top5 21.094 ( 20.448) | Test: [5][24/198] Time 0.718 Data 0.001 top1 52.344 ( 46.029) top5 18.750 ( 20.378) | Test: [5][25/198] Time 0.720 Data 0.001 top1 48.438 ( 46.125) top5 15.625 ( 20.188) | Test: [5][26/198] Time 0.718 Data 0.001 top1 52.344 ( 46.364) top5 25.000 ( 20.373) | Test: [5][27/198] Time 0.750 Data 0.002 top1 46.094 ( 46.354) top5 18.750 ( 20.312) | Test: [5][28/198] Time 0.724 Data 0.001 top1 42.969 ( 46.233) top5 18.750 ( 20.257) | Test: [5][29/198] Time 0.733 Data 0.001 top1 46.094 ( 46.228) top5 17.969 ( 20.178) | Test: [5][30/198] Time 0.715 Data 0.001 top1 46.875 ( 46.250) top5 20.312 ( 20.182) | Test: [5][31/198] Time 0.722 Data 0.001 top1 52.344 ( 46.447) top5 21.875 ( 20.237) | Test: [5][32/198] Time 0.719 Data 0.001 top1 47.656 ( 46.484) top5 21.094 ( 20.264) | Test: [5][33/198] Time 0.716 Data 0.001 top1 46.875 ( 46.496) top5 21.875 ( 20.312) | Test: [5][34/198] Time 0.720 Data 0.001 top1 41.406 ( 46.347) top5 18.750 ( 20.267) | Test: [5][35/198] Time 0.723 Data 0.001 top1 44.531 ( 46.295) top5 24.219 ( 20.379) | Test: [5][36/198] Time 0.728 Data 0.003 top1 54.688 ( 46.528) top5 25.781 ( 20.530) | Test: [5][37/198] Time 0.719 Data 0.001 top1 41.406 ( 46.389) top5 20.312 ( 20.524) | Test: [5][38/198] Time 0.716 Data 0.001 top1 42.969 ( 46.299) top5 19.531 ( 20.498) | Test: [5][39/198] Time 0.720 Data 0.000 top1 42.969 ( 46.214) top5 18.750 ( 20.453) | Test: [5][40/198] Time 0.714 Data 0.001 top1 53.125 ( 46.387) top5 25.000 ( 20.566) | Test: [5][41/198] Time 0.720 Data 0.001 top1 50.000 ( 46.475) top5 24.219 ( 20.655) | Test: [5][42/198] Time 0.735 Data 0.001 top1 46.094 ( 46.466) top5 21.875 ( 20.685) | Test: [5][43/198] Time 0.718 Data 0.001 top1 47.656 ( 46.493) top5 17.188 ( 20.603) | Test: [5][44/198] Time 0.723 Data 0.001 top1 50.000 ( 46.573) top5 23.438 ( 20.668) | Test: [5][45/198] Time 0.712 Data 0.001 top1 47.656 ( 46.597) top5 23.438 ( 20.729) | Test: [5][46/198] Time 0.731 Data 0.001 top1 50.781 ( 46.688) top5 21.094 ( 20.737) | Test: [5][47/198] Time 0.722 Data 0.001 top1 46.094 ( 46.676) top5 17.188 ( 20.662) | Test: [5][48/198] Time 0.719 Data 0.001 top1 46.094 ( 46.663) top5 17.969 ( 20.605) | Test: [5][49/198] Time 0.720 Data 0.001 top1 40.625 ( 46.540) top5 13.281 ( 20.456) | Test: [5][50/198] Time 0.718 Data 0.001 top1 45.312 ( 46.516) top5 14.062 ( 20.328) | Test: [5][51/198] Time 0.730 Data 0.001 top1 45.312 ( 46.492) top5 21.875 ( 20.358) | Test: [5][52/198] Time 0.717 Data 0.001 top1 42.188 ( 46.409) top5 20.312 ( 20.358) | Test: [5][53/198] Time 0.730 Data 0.001 top1 50.000 ( 46.477) top5 25.000 ( 20.445) | Test: [5][54/198] Time 0.719 Data 0.001 top1 46.094 ( 46.470) top5 11.719 ( 20.284) | Test: [5][55/198] Time 0.740 Data 0.001 top1 37.500 ( 46.307) top5 14.062 ( 20.170) | Test: [5][56/198] Time 0.746 Data 0.001 top1 50.000 ( 46.373) top5 16.406 ( 20.103) | Test: [5][57/198] Time 0.727 Data 0.001 top1 45.312 ( 46.354) top5 21.094 ( 20.121) | Test: [5][58/198] Time 0.726 Data 0.001 top1 49.219 ( 46.404) top5 15.625 ( 20.043) | Test: [5][59/198] Time 0.722 Data 0.001 top1 53.906 ( 46.531) top5 21.875 ( 20.074) | Test: [5][60/198] Time 0.725 Data 0.001 top1 49.219 ( 46.576) top5 16.406 ( 20.013) | Test: [5][61/198] Time 0.720 Data 0.001 top1 43.750 ( 46.529) top5 14.844 ( 19.928) | Test: [5][62/198] Time 0.721 Data 0.001 top1 44.531 ( 46.497) top5 25.000 ( 20.010) | Test: [5][63/198] Time 0.718 Data 0.001 top1 37.500 ( 46.354) top5 14.844 ( 19.928) | Test: [5][64/198] Time 0.712 Data 0.001 top1 48.438 ( 46.387) top5 21.875 ( 19.958) | Test: [5][65/198] Time 0.721 Data 0.001 top1 50.781 ( 46.454) top5 28.906 ( 20.096) | Test: [5][66/198] Time 0.712 Data 0.001 top1 46.094 ( 46.449) top5 19.531 ( 20.088) | Test: [5][67/198] Time 0.720 Data 0.001 top1 46.094 ( 46.444) top5 21.875 ( 20.114) | Test: [5][68/198] Time 0.715 Data 0.001 top1 47.656 ( 46.461) top5 23.438 ( 20.163) | Test: [5][69/198] Time 0.716 Data 0.001 top1 38.281 ( 46.343) top5 11.719 ( 20.041) | Test: [5][70/198] Time 0.725 Data 0.001 top1 41.406 ( 46.272) top5 16.406 ( 19.989) | Test: [5][71/198] Time 0.717 Data 0.001 top1 46.875 ( 46.281) top5 20.312 ( 19.993) | Test: [5][72/198] Time 0.721 Data 0.001 top1 44.531 ( 46.257) top5 24.219 ( 20.052) | Test: [5][73/198] Time 0.723 Data 0.001 top1 50.781 ( 46.318) top5 21.094 ( 20.066) | Test: [5][74/198] Time 0.720 Data 0.001 top1 51.562 ( 46.389) top5 22.656 ( 20.101) | Test: [5][75/198] Time 0.732 Data 0.001 top1 51.562 ( 46.458) top5 20.312 ( 20.104) | Test: [5][76/198] Time 0.724 Data 0.001 top1 43.750 ( 46.423) top5 22.656 ( 20.138) | Test: [5][77/198] Time 0.719 Data 0.003 top1 49.219 ( 46.459) top5 21.094 ( 20.150) | Test: [5][78/198] Time 0.717 Data 0.001 top1 45.312 ( 46.444) top5 26.562 ( 20.232) | Test: [5][79/198] Time 0.729 Data 0.001 top1 47.656 ( 46.460) top5 27.344 ( 20.322) | Test: [5][80/198] Time 0.727 Data 0.001 top1 49.219 ( 46.494) top5 16.406 ( 20.273) | Test: [5][81/198] Time 0.726 Data 0.001 top1 39.844 ( 46.412) top5 15.625 ( 20.216) | Test: [5][82/198] Time 0.732 Data 0.001 top1 42.969 ( 46.370) top5 21.094 ( 20.227) | Test: [5][83/198] Time 0.769 Data 0.001 top1 53.125 ( 46.451) top5 21.094 ( 20.237) | Test: [5][84/198] Time 0.778 Data 0.002 top1 41.406 ( 46.391) top5 17.188 ( 20.201) | Test: [5][85/198] Time 0.754 Data 0.001 top1 44.531 ( 46.369) top5 14.844 ( 20.138) | Test: [5][86/198] Time 0.723 Data 0.001 top1 42.188 ( 46.321) top5 19.531 ( 20.131) | Test: [5][87/198] Time 0.716 Data 0.001 top1 39.844 ( 46.246) top5 17.969 ( 20.106) | Test: [5][88/198] Time 0.719 Data 0.001 top1 41.406 ( 46.191) top5 19.531 ( 20.099) | Test: [5][89/198] Time 0.715 Data 0.001 top1 39.062 ( 46.111) top5 15.625 ( 20.049) | Test: [5][90/198] Time 0.715 Data 0.001 top1 48.438 ( 46.137) top5 24.219 ( 20.095) | Test: [5][91/198] Time 0.721 Data 0.001 top1 52.344 ( 46.205) top5 18.750 ( 20.081) | Test: [5][92/198] Time 0.720 Data 0.001 top1 46.094 ( 46.204) top5 23.438 ( 20.117) | Test: [5][93/198] Time 0.720 Data 0.001 top1 50.000 ( 46.245) top5 21.875 ( 20.136) | Test: [5][94/198] Time 0.714 Data 0.001 top1 53.906 ( 46.326) top5 24.219 ( 20.180) | Test: [5][95/198] Time 0.722 Data 0.001 top1 40.625 ( 46.266) top5 14.844 ( 20.123) | Test: [5][96/198] Time 0.719 Data 0.001 top1 40.625 ( 46.208) top5 16.406 ( 20.085) | Test: [5][97/198] Time 0.717 Data 0.001 top1 48.438 ( 46.231) top5 14.844 ( 20.031) | Test: [5][98/198] Time 0.717 Data 0.001 top1 50.781 ( 46.277) top5 20.312 ( 20.033) | Test: [5][99/198] Time 0.719 Data 0.001 top1 47.656 ( 46.291) top5 24.219 ( 20.076) | Test: [5][100/198] Time 0.716 Data 0.001 top1 39.844 ( 46.227) top5 17.969 ( 20.055) | Test: [5][101/198] Time 0.718 Data 0.001 top1 42.969 ( 46.194) top5 19.531 ( 20.050) | Test: [5][102/198] Time 0.725 Data 0.001 top1 56.250 ( 46.293) top5 19.531 ( 20.044) | Test: [5][103/198] Time 0.724 Data 0.001 top1 49.219 ( 46.321) top5 20.312 ( 20.047) | Test: [5][104/198] Time 0.727 Data 0.001 top1 38.281 ( 46.244) top5 20.312 ( 20.050) | Test: [5][105/198] Time 0.725 Data 0.001 top1 39.062 ( 46.176) top5 14.062 ( 19.993) | Test: [5][106/198] Time 0.714 Data 0.001 top1 50.000 ( 46.212) top5 21.094 ( 20.003) | Test: [5][107/198] Time 0.726 Data 0.001 top1 42.969 ( 46.181) top5 19.531 ( 19.999) | Test: [5][108/198] Time 0.728 Data 0.001 top1 48.438 ( 46.202) top5 21.094 ( 20.009) | Test: [5][109/198] Time 0.724 Data 0.001 top1 46.094 ( 46.201) top5 25.000 ( 20.054) | Test: [5][110/198] Time 0.721 Data 0.001 top1 42.969 ( 46.172) top5 12.500 ( 19.986) | Test: [5][111/198] Time 0.717 Data 0.001 top1 44.531 ( 46.157) top5 19.531 ( 19.982) | Test: [5][112/198] Time 0.723 Data 0.001 top1 45.312 ( 46.150) top5 20.312 ( 19.985) | Test: [5][113/198] Time 0.720 Data 0.001 top1 45.312 ( 46.142) top5 18.750 ( 19.974) | Test: [5][114/198] Time 0.751 Data 0.007 top1 42.969 ( 46.114) top5 15.625 ( 19.936) | Test: [5][115/198] Time 0.723 Data 0.001 top1 39.844 ( 46.060) top5 21.094 ( 19.946) | Test: [5][116/198] Time 0.725 Data 0.002 top1 42.969 ( 46.033) top5 17.188 ( 19.922) | Test: [5][117/198] Time 0.721 Data 0.001 top1 42.188 ( 46.000) top5 18.750 ( 19.912) | Test: [5][118/198] Time 0.719 Data 0.001 top1 52.344 ( 46.054) top5 18.750 ( 19.902) | Test: [5][119/198] Time 0.719 Data 0.001 top1 52.344 ( 46.107) top5 19.531 ( 19.899) | Test: [5][120/198] Time 0.717 Data 0.001 top1 46.094 ( 46.107) top5 20.312 ( 19.902) | Test: [5][121/198] Time 0.726 Data 0.001 top1 53.906 ( 46.171) top5 26.562 ( 19.957) | Test: [5][122/198] Time 0.718 Data 0.001 top1 46.875 ( 46.177) top5 19.531 ( 19.954) | Test: [5][123/198] Time 0.715 Data 0.001 top1 44.531 ( 46.164) top5 23.438 ( 19.982) | Test: [5][124/198] Time 0.723 Data 0.001 top1 40.625 ( 46.119) top5 13.281 ( 19.928) | Test: [5][125/198] Time 0.716 Data 0.001 top1 47.656 ( 46.131) top5 17.969 ( 19.913) | Test: [5][126/198] Time 0.719 Data 0.001 top1 46.875 ( 46.137) top5 17.969 ( 19.897) | Test: [5][127/198] Time 0.718 Data 0.001 top1 47.656 ( 46.149) top5 17.188 ( 19.876) | Test: [5][128/198] Time 0.717 Data 0.001 top1 37.500 ( 46.082) top5 22.656 ( 19.897) | Test: [5][129/198] Time 0.721 Data 0.001 top1 45.312 ( 46.076) top5 23.438 ( 19.925) | Test: [5][130/198] Time 0.727 Data 0.001 top1 50.000 ( 46.106) top5 28.906 ( 19.994) | Test: [5][131/198] Time 0.726 Data 0.000 top1 36.719 ( 46.034) top5 10.156 ( 19.919) | Test: [5][132/198] Time 0.715 Data 0.001 top1 39.062 ( 45.981) top5 17.969 ( 19.904) | Test: [5][133/198] Time 0.716 Data 0.001 top1 47.656 ( 45.994) top5 19.531 ( 19.901) | Test: [5][134/198] Time 0.717 Data 0.001 top1 50.000 ( 46.024) top5 25.781 ( 19.945) | Test: [5][135/198] Time 0.724 Data 0.001 top1 48.438 ( 46.042) top5 21.094 ( 19.954) | Test: [5][136/198] Time 0.732 Data 0.000 top1 35.156 ( 45.962) top5 17.969 ( 19.939) | Test: [5][137/198] Time 0.728 Data 0.001 top1 50.000 ( 45.991) top5 20.312 ( 19.942) | Test: [5][138/198] Time 0.729 Data 0.001 top1 58.594 ( 46.082) top5 29.688 ( 20.012) | Test: [5][139/198] Time 0.720 Data 0.001 top1 49.219 ( 46.105) top5 25.781 ( 20.054) | Test: [5][140/198] Time 0.732 Data 0.001 top1 37.500 ( 46.044) top5 14.844 ( 20.017) | Test: [5][141/198] Time 0.734 Data 0.001 top1 50.000 ( 46.072) top5 20.312 ( 20.019) | Test: [5][142/198] Time 0.727 Data 0.001 top1 44.531 ( 46.061) top5 25.000 ( 20.054) | Test: [5][143/198] Time 0.725 Data 0.004 top1 54.688 ( 46.121) top5 19.531 ( 20.050) | Test: [5][144/198] Time 0.724 Data 0.001 top1 55.469 ( 46.186) top5 18.750 ( 20.041) | Test: [5][145/198] Time 0.722 Data 0.001 top1 42.188 ( 46.158) top5 17.188 ( 20.022) | Test: [5][146/198] Time 0.719 Data 0.000 top1 46.875 ( 46.163) top5 18.750 ( 20.013) | Test: [5][147/198] Time 0.724 Data 0.001 top1 48.438 ( 46.179) top5 21.875 ( 20.026) | Test: [5][148/198] Time 0.710 Data 0.001 top1 52.344 ( 46.220) top5 18.750 ( 20.017) | Test: [5][149/198] Time 0.725 Data 0.001 top1 51.562 ( 46.256) top5 22.656 ( 20.035) | Test: [5][150/198] Time 0.718 Data 0.001 top1 42.969 ( 46.234) top5 26.562 ( 20.078) | Test: [5][151/198] Time 0.718 Data 0.001 top1 52.344 ( 46.275) top5 26.562 ( 20.121) | Test: [5][152/198] Time 0.719 Data 0.001 top1 42.188 ( 46.248) top5 22.656 ( 20.138) | Test: [5][153/198] Time 0.717 Data 0.001 top1 43.750 ( 46.232) top5 17.188 ( 20.118) | Test: [5][154/198] Time 0.717 Data 0.001 top1 46.094 ( 46.231) top5 21.094 ( 20.125) | Test: [5][155/198] Time 0.717 Data 0.001 top1 46.875 ( 46.235) top5 25.781 ( 20.161) | Test: [5][156/198] Time 0.713 Data 0.001 top1 43.750 ( 46.219) top5 20.312 ( 20.162) | Test: [5][157/198] Time 0.726 Data 0.001 top1 42.969 ( 46.198) top5 16.406 ( 20.138) | Test: [5][158/198] Time 0.718 Data 0.001 top1 44.531 ( 46.188) top5 23.438 ( 20.159) | Test: [5][159/198] Time 0.723 Data 0.001 top1 50.781 ( 46.217) top5 17.969 ( 20.145) | Test: [5][160/198] Time 0.726 Data 0.001 top1 49.219 ( 46.235) top5 18.750 ( 20.137) | Test: [5][161/198] Time 0.714 Data 0.001 top1 57.031 ( 46.302) top5 20.312 ( 20.138) | Test: [5][162/198] Time 0.715 Data 0.001 top1 44.531 ( 46.291) top5 18.750 ( 20.129) | Test: [5][163/198] Time 0.719 Data 0.001 top1 38.281 ( 46.242) top5 14.844 ( 20.097) | Test: [5][164/198] Time 0.735 Data 0.001 top1 50.000 ( 46.265) top5 19.531 ( 20.093) | Test: [5][165/198] Time 0.721 Data 0.001 top1 46.094 ( 46.264) top5 18.750 ( 20.085) | Test: [5][166/198] Time 0.756 Data 0.001 top1 46.094 ( 46.263) top5 18.750 ( 20.077) | Test: [5][167/198] Time 0.751 Data 0.001 top1 54.688 ( 46.314) top5 28.906 ( 20.130) | Test: [5][168/198] Time 0.752 Data 0.001 top1 57.812 ( 46.382) top5 20.312 ( 20.131) | Test: [5][169/198] Time 0.731 Data 0.001 top1 45.312 ( 46.376) top5 22.656 ( 20.146) | Test: [5][170/198] Time 0.747 Data 0.001 top1 36.719 ( 46.319) top5 17.188 ( 20.129) | Test: [5][171/198] Time 0.717 Data 0.001 top1 43.750 ( 46.304) top5 20.312 ( 20.130) | Test: [5][172/198] Time 0.721 Data 0.001 top1 41.406 ( 46.275) top5 11.719 ( 20.081) | Test: [5][173/198] Time 0.716 Data 0.001 top1 49.219 ( 46.292) top5 16.406 ( 20.060) | Test: [5][174/198] Time 0.719 Data 0.001 top1 47.656 ( 46.300) top5 23.438 ( 20.079) | Test: [5][175/198] Time 0.719 Data 0.000 top1 46.094 ( 46.299) top5 17.969 ( 20.067) | Test: [5][176/198] Time 0.718 Data 0.001 top1 50.000 ( 46.320) top5 21.094 ( 20.073) | Test: [5][177/198] Time 0.721 Data 0.001 top1 39.844 ( 46.284) top5 17.969 ( 20.061) | Test: [5][178/198] Time 0.720 Data 0.000 top1 46.094 ( 46.282) top5 16.406 ( 20.040) | Test: [5][179/198] Time 0.717 Data 0.001 top1 39.062 ( 46.242) top5 14.844 ( 20.011) | Test: [5][180/198] Time 0.717 Data 0.001 top1 49.219 ( 46.259) top5 18.750 ( 20.004) | Test: [5][181/198] Time 0.722 Data 0.001 top1 48.438 ( 46.271) top5 23.438 ( 20.023) | Test: [5][182/198] Time 0.718 Data 0.001 top1 55.469 ( 46.321) top5 25.781 ( 20.055) | Test: [5][183/198] Time 0.724 Data 0.002 top1 46.094 ( 46.320) top5 16.406 ( 20.035) | Test: [5][184/198] Time 0.717 Data 0.001 top1 54.688 ( 46.365) top5 21.094 ( 20.041) | Test: [5][185/198] Time 0.728 Data 0.001 top1 47.656 ( 46.372) top5 18.750 ( 20.034) | Test: [5][186/198] Time 0.712 Data 0.001 top1 43.750 ( 46.358) top5 17.188 ( 20.018) | Test: [5][187/198] Time 0.725 Data 0.001 top1 45.312 ( 46.353) top5 18.750 ( 20.012) | Test: [5][188/198] Time 0.714 Data 0.000 top1 49.219 ( 46.368) top5 22.656 ( 20.026) | Test: [5][189/198] Time 0.715 Data 0.001 top1 52.344 ( 46.400) top5 21.875 ( 20.036) | Test: [5][190/198] Time 0.717 Data 0.000 top1 50.000 ( 46.419) top5 24.219 ( 20.058) | Test: [5][191/198] Time 0.714 Data 0.000 top1 48.438 ( 46.429) top5 14.062 ( 20.026) | Test: [5][192/198] Time 0.721 Data 0.000 top1 45.312 ( 46.423) top5 17.188 ( 20.011) | Test: [5][193/198] Time 0.717 Data 0.000 top1 41.406 ( 46.397) top5 14.844 ( 19.985) | Test: [5][194/198] Time 0.725 Data 0.000 top1 53.125 ( 46.432) top5 24.219 ( 20.006) | Test: [5][195/198] Time 0.721 Data 0.000 top1 42.969 ( 46.414) top5 20.312 ( 20.008) | Test: [5][196/198] Time 0.258 Data 0.001 top1 67.647 ( 46.523) top5 29.412 ( 20.056) | Test: [5][197/198] Time 0.723 Data 0.000 top1 42.969 ( 46.505) top5 16.406 ( 20.037) | Test: [5][198/198] Time 0.727 Data 0.000 top1 43.750 ( 46.491) top5 20.312 ( 20.039) * Finished epoch # 5 top1: 46.491 top5: 20.039 Epoch 6 => Training epoch # 6 | Epoch: [6][1/553] Time 4.937 Data 2.442 Err 1.0488 top1 31.250 top5 10.156 | Epoch: [6][2/553] Time 2.433 Data 0.001 Err 1.1998 top1 33.594 top5 9.375 | Epoch: [6][3/553] Time 2.452 Data 0.001 Err 1.2669 top1 35.938 top5 14.062 | Epoch: [6][4/553] Time 2.500 Data 0.001 Err 1.4037 top1 36.719 top5 13.281 | Epoch: [6][5/553] Time 2.436 Data 0.000 Err 1.2396 top1 34.375 top5 13.281 | Epoch: [6][6/553] Time 2.440 Data 0.001 Err 1.0329 top1 28.125 top5 8.594 | Epoch: [6][7/553] Time 2.468 Data 0.001 Err 1.1715 top1 25.781 top5 12.500 | Epoch: [6][8/553] Time 2.493 Data 0.001 Err 1.3635 top1 35.156 top5 13.281 | Epoch: [6][9/553] Time 2.458 Data 0.003 Err 0.8708 top1 23.438 top5 7.031 | Epoch: [6][10/553] Time 2.467 Data 0.001 Err 1.3874 top1 35.156 top5 12.500 | Epoch: [6][11/553] Time 2.446 Data 0.001 Err 1.0984 top1 29.688 top5 9.375 | Epoch: [6][12/553] Time 2.447 Data 0.001 Err 1.2149 top1 31.250 top5 11.719 | Epoch: [6][13/553] Time 2.449 Data 0.001 Err 1.1485 top1 27.344 top5 8.594 | Epoch: [6][14/553] Time 2.477 Data 0.001 Err 1.2527 top1 28.125 top5 12.500 | Epoch: [6][15/553] Time 2.483 Data 0.001 Err 1.3035 top1 31.250 top5 13.281 | Epoch: [6][16/553] Time 2.434 Data 0.001 Err 1.6769 top1 42.969 top5 20.312 | Epoch: [6][17/553] Time 2.471 Data 0.001 Err 1.2660 top1 31.250 top5 14.844 | Epoch: [6][18/553] Time 2.441 Data 0.001 Err 0.8030 top1 21.875 top5 7.812 | Epoch: [6][19/553] Time 2.504 Data 0.001 Err 1.2754 top1 32.812 top5 11.719 | Epoch: [6][20/553] Time 2.446 Data 0.001 Err 1.2703 top1 30.469 top5 14.062 | Epoch: [6][21/553] Time 2.436 Data 0.001 Err 1.1864 top1 29.688 top5 7.812 | Epoch: [6][22/553] Time 2.435 Data 0.000 Err 1.2117 top1 30.469 top5 8.594 | Epoch: [6][23/553] Time 2.474 Data 0.000 Err 1.5202 top1 40.625 top5 15.625 | Epoch: [6][24/553] Time 2.458 Data 0.001 Err 1.0289 top1 26.562 top5 9.375 | Epoch: [6][25/553] Time 2.436 Data 0.001 Err 0.9665 top1 26.562 top5 9.375 | Epoch: [6][26/553] Time 2.478 Data 0.001 Err 1.2888 top1 35.156 top5 9.375 | Epoch: [6][27/553] Time 2.478 Data 0.001 Err 1.3366 top1 32.031 top5 10.938 | Epoch: [6][28/553] Time 2.477 Data 0.001 Err 1.1065 top1 28.125 top5 9.375 | Epoch: [6][29/553] Time 2.469 Data 0.001 Err 1.0178 top1 28.906 top5 7.812 | Epoch: [6][30/553] Time 2.469 Data 0.001 Err 1.2545 top1 31.250 top5 12.500 | Epoch: [6][31/553] Time 2.446 Data 0.001 Err 1.2030 top1 32.031 top5 13.281 | Epoch: [6][32/553] Time 2.447 Data 0.001 Err 1.5094 top1 35.938 top5 17.969 | Epoch: [6][33/553] Time 2.437 Data 0.001 Err 1.3739 top1 35.938 top5 14.844 | Epoch: [6][34/553] Time 2.535 Data 0.001 Err 1.1395 top1 30.469 top5 9.375 | Epoch: [6][35/553] Time 2.441 Data 0.001 Err 0.9774 top1 26.562 top5 11.719 | Epoch: [6][36/553] Time 2.488 Data 0.001 Err 1.3438 top1 36.719 top5 13.281 | Epoch: [6][37/553] Time 2.450 Data 0.001 Err 1.1520 top1 32.031 top5 5.469 | Epoch: [6][38/553] Time 2.439 Data 0.001 Err 1.3651 top1 35.156 top5 17.188 | Epoch: [6][39/553] Time 2.476 Data 0.001 Err 1.2940 top1 30.469 top5 14.844 | Epoch: [6][40/553] Time 2.452 Data 0.001 Err 1.0997 top1 27.344 top5 9.375 | Epoch: [6][41/553] Time 2.442 Data 0.001 Err 1.2129 top1 33.594 top5 10.156 | Epoch: [6][42/553] Time 2.437 Data 0.000 Err 1.2886 top1 29.688 top5 10.938 | Epoch: [6][43/553] Time 2.486 Data 0.001 Err 1.1980 top1 30.469 top5 10.938 | Epoch: [6][44/553] Time 2.442 Data 0.001 Err 1.0808 top1 26.562 top5 10.938 | Epoch: [6][45/553] Time 2.471 Data 0.001 Err 1.0777 top1 26.562 top5 8.594 | Epoch: [6][46/553] Time 2.444 Data 0.001 Err 1.0498 top1 29.688 top5 7.031 | Epoch: [6][47/553] Time 2.484 Data 0.001 Err 1.2606 top1 28.125 top5 14.844 | Epoch: [6][48/553] Time 2.484 Data 0.001 Err 1.5281 top1 35.156 top5 14.062 | Epoch: [6][49/553] Time 2.505 Data 0.001 Err 1.5760 top1 39.844 top5 14.062 | Epoch: [6][50/553] Time 2.490 Data 0.001 Err 1.3974 top1 32.812 top5 14.062 | Epoch: [6][51/553] Time 2.471 Data 0.001 Err 1.5127 top1 39.844 top5 15.625 | Epoch: [6][52/553] Time 2.449 Data 0.001 Err 1.3329 top1 31.250 top5 15.625 | Epoch: [6][53/553] Time 2.459 Data 0.001 Err 1.0164 top1 25.781 top5 9.375 | Epoch: [6][54/553] Time 2.446 Data 0.001 Err 1.3141 top1 34.375 top5 11.719 | Epoch: [6][55/553] Time 2.466 Data 0.001 Err 0.9333 top1 25.000 top5 8.594 | Epoch: [6][56/553] Time 2.458 Data 0.001 Err 1.1014 top1 25.781 top5 10.156 | Epoch: [6][57/553] Time 2.471 Data 0.001 Err 1.0719 top1 31.250 top5 8.594 | Epoch: [6][58/553] Time 2.467 Data 0.001 Err 1.1053 top1 31.250 top5 10.156 | Epoch: [6][59/553] Time 2.472 Data 0.001 Err 1.0326 top1 27.344 top5 10.156 | Epoch: [6][60/553] Time 2.458 Data 0.001 Err 1.2112 top1 36.719 top5 9.375 | Epoch: [6][61/553] Time 2.476 Data 0.001 Err 1.2919 top1 37.500 top5 14.844 | Epoch: [6][62/553] Time 2.493 Data 0.000 Err 1.1791 top1 29.688 top5 12.500 | Epoch: [6][63/553] Time 2.512 Data 0.001 Err 1.2714 top1 31.250 top5 13.281 | Epoch: [6][64/553] Time 2.483 Data 0.001 Err 1.1456 top1 32.812 top5 10.938 | Epoch: [6][65/553] Time 2.460 Data 0.001 Err 1.3568 top1 39.844 top5 14.844 | Epoch: [6][66/553] Time 2.468 Data 0.001 Err 1.2742 top1 33.594 top5 13.281 | Epoch: [6][67/553] Time 2.483 Data 0.001 Err 1.6356 top1 39.844 top5 16.406 | Epoch: [6][68/553] Time 2.453 Data 0.001 Err 1.0621 top1 31.250 top5 8.594 | Epoch: [6][69/553] Time 2.443 Data 0.001 Err 1.1503 top1 30.469 top5 10.938 | Epoch: [6][70/553] Time 2.447 Data 0.001 Err 1.1460 top1 32.031 top5 10.156 | Epoch: [6][71/553] Time 2.508 Data 0.001 Err 1.3165 top1 33.594 top5 10.156 | Epoch: [6][72/553] Time 2.450 Data 0.001 Err 1.2983 top1 30.469 top5 14.844 | Epoch: [6][73/553] Time 2.493 Data 0.001 Err 1.2548 top1 32.031 top5 16.406 | Epoch: [6][74/553] Time 2.445 Data 0.001 Err 1.3506 top1 34.375 top5 14.062 | Epoch: [6][75/553] Time 2.494 Data 0.001 Err 1.2836 top1 34.375 top5 15.625 | Epoch: [6][76/553] Time 2.448 Data 0.001 Err 1.2275 top1 32.812 top5 9.375 | Epoch: [6][77/553] Time 2.460 Data 0.004 Err 1.4199 top1 42.188 top5 10.938 | Epoch: [6][78/553] Time 2.493 Data 0.001 Err 1.4520 top1 35.156 top5 16.406 | Epoch: [6][79/553] Time 2.447 Data 0.001 Err 1.1450 top1 31.250 top5 9.375 | Epoch: [6][80/553] Time 2.461 Data 0.001 Err 1.3799 top1 39.062 top5 14.844 | Epoch: [6][81/553] Time 2.437 Data 0.001 Err 1.6237 top1 43.750 top5 18.750 | Epoch: [6][82/553] Time 2.492 Data 0.001 Err 1.5231 top1 35.938 top5 17.969 | Epoch: [6][83/553] Time 2.483 Data 0.001 Err 1.3324 top1 35.938 top5 10.938 | Epoch: [6][84/553] Time 2.443 Data 0.001 Err 1.2457 top1 28.906 top5 12.500 | Epoch: [6][85/553] Time 2.458 Data 0.001 Err 1.2509 top1 32.812 top5 10.156 | Epoch: [6][86/553] Time 2.453 Data 0.001 Err 1.1261 top1 27.344 top5 8.594 | Epoch: [6][87/553] Time 2.505 Data 0.001 Err 1.0676 top1 26.562 top5 8.594 | Epoch: [6][88/553] Time 2.460 Data 0.001 Err 1.5046 top1 37.500 top5 14.062 | Epoch: [6][89/553] Time 2.441 Data 0.001 Err 1.3230 top1 32.812 top5 13.281 | Epoch: [6][90/553] Time 2.445 Data 0.001 Err 1.1469 top1 25.781 top5 14.062 | Epoch: [6][91/553] Time 2.458 Data 0.001 Err 1.1639 top1 31.250 top5 12.500 | Epoch: [6][92/553] Time 2.475 Data 0.001 Err 1.4043 top1 35.156 top5 17.969 | Epoch: [6][93/553] Time 2.455 Data 0.001 Err 1.1544 top1 35.156 top5 8.594 | Epoch: [6][94/553] Time 2.445 Data 0.001 Err 1.2318 top1 31.250 top5 10.938 | Epoch: [6][95/553] Time 2.442 Data 0.001 Err 1.1058 top1 32.031 top5 9.375 | Epoch: [6][96/553] Time 2.498 Data 0.001 Err 1.2536 top1 31.250 top5 11.719 | Epoch: [6][97/553] Time 2.496 Data 0.001 Err 1.4191 top1 42.969 top5 14.062 | Epoch: [6][98/553] Time 2.443 Data 0.001 Err 1.4918 top1 36.719 top5 14.062 | Epoch: [6][99/553] Time 2.436 Data 0.001 Err 1.4768 top1 35.938 top5 14.062 | Epoch: [6][100/553] Time 2.462 Data 0.001 Err 1.2125 top1 32.031 top5 10.156 | Epoch: [6][101/553] Time 2.471 Data 0.001 Err 1.3917 top1 36.719 top5 17.969 | Epoch: [6][102/553] Time 2.438 Data 0.001 Err 1.1202 top1 28.125 top5 10.938 | Epoch: [6][103/553] Time 2.448 Data 0.001 Err 1.3898 top1 33.594 top5 15.625 | Epoch: [6][104/553] Time 2.477 Data 0.001 Err 1.2759 top1 35.938 top5 12.500 | Epoch: [6][105/553] Time 2.484 Data 0.001 Err 1.3335 top1 32.031 top5 14.062 | Epoch: [6][106/553] Time 2.455 Data 0.001 Err 1.1764 top1 25.000 top5 13.281 | Epoch: [6][107/553] Time 2.481 Data 0.001 Err 0.9893 top1 28.906 top5 8.594 | Epoch: [6][108/553] Time 2.478 Data 0.001 Err 1.4846 top1 39.844 top5 14.844 | Epoch: [6][109/553] Time 2.517 Data 0.001 Err 1.1508 top1 32.031 top5 7.812 | Epoch: [6][110/553] Time 2.486 Data 0.000 Err 1.1941 top1 30.469 top5 12.500 | Epoch: [6][111/553] Time 2.461 Data 0.001 Err 0.8375 top1 26.562 top5 5.469 | Epoch: [6][112/553] Time 2.446 Data 0.001 Err 1.4143 top1 37.500 top5 14.844 | Epoch: [6][113/553] Time 2.442 Data 0.001 Err 0.8201 top1 21.875 top5 5.469 | Epoch: [6][114/553] Time 2.480 Data 0.001 Err 1.4773 top1 32.812 top5 19.531 | Epoch: [6][115/553] Time 2.486 Data 0.002 Err 1.3015 top1 30.469 top5 10.938 | Epoch: [6][116/553] Time 2.518 Data 0.000 Err 1.0678 top1 27.344 top5 12.500 | Epoch: [6][117/553] Time 2.497 Data 0.001 Err 1.3018 top1 31.250 top5 14.062 | Epoch: [6][118/553] Time 2.477 Data 0.001 Err 1.3405 top1 33.594 top5 11.719 | Epoch: [6][119/553] Time 2.440 Data 0.001 Err 0.8985 top1 24.219 top5 7.031 | Epoch: [6][120/553] Time 2.453 Data 0.001 Err 1.3394 top1 33.594 top5 11.719 | Epoch: [6][121/553] Time 2.451 Data 0.001 Err 1.1299 top1 30.469 top5 11.719 | Epoch: [6][122/553] Time 2.477 Data 0.001 Err 1.2163 top1 30.469 top5 10.938 | Epoch: [6][123/553] Time 2.461 Data 0.001 Err 1.3053 top1 33.594 top5 12.500 | Epoch: [6][124/553] Time 2.466 Data 0.001 Err 1.3614 top1 33.594 top5 15.625 | Epoch: [6][125/553] Time 2.527 Data 0.001 Err 1.4636 top1 39.062 top5 14.844 | Epoch: [6][126/553] Time 2.435 Data 0.001 Err 1.1577 top1 34.375 top5 7.031 | Epoch: [6][127/553] Time 2.447 Data 0.001 Err 1.3269 top1 34.375 top5 14.062 | Epoch: [6][128/553] Time 2.458 Data 0.001 Err 1.1322 top1 25.781 top5 13.281 | Epoch: [6][129/553] Time 2.467 Data 0.001 Err 1.2606 top1 37.500 top5 11.719 | Epoch: [6][130/553] Time 2.452 Data 0.001 Err 1.2085 top1 35.156 top5 13.281 | Epoch: [6][131/553] Time 2.479 Data 0.001 Err 1.1155 top1 29.688 top5 10.938 | Epoch: [6][132/553] Time 2.445 Data 0.001 Err 1.2909 top1 35.156 top5 12.500 | Epoch: [6][133/553] Time 2.448 Data 0.001 Err 1.1069 top1 29.688 top5 8.594 | Epoch: [6][134/553] Time 2.458 Data 0.001 Err 1.2702 top1 35.156 top5 10.938 | Epoch: [6][135/553] Time 2.477 Data 0.001 Err 1.2898 top1 33.594 top5 9.375 | Epoch: [6][136/553] Time 2.449 Data 0.001 Err 1.2905 top1 32.031 top5 10.156 | Epoch: [6][137/553] Time 2.446 Data 0.001 Err 1.0472 top1 28.125 top5 10.938 | Epoch: [6][138/553] Time 2.447 Data 0.001 Err 1.2819 top1 33.594 top5 14.844 | Epoch: [6][139/553] Time 2.516 Data 0.001 Err 1.2639 top1 36.719 top5 11.719 | Epoch: [6][140/553] Time 2.449 Data 0.001 Err 1.2711 top1 31.250 top5 14.062 | Epoch: [6][141/553] Time 2.441 Data 0.001 Err 1.4051 top1 39.844 top5 14.062 | Epoch: [6][142/553] Time 2.446 Data 0.001 Err 1.1620 top1 27.344 top5 12.500 | Epoch: [6][143/553] Time 2.503 Data 0.001 Err 1.2082 top1 30.469 top5 11.719 | Epoch: [6][144/553] Time 2.469 Data 0.001 Err 1.4724 top1 37.500 top5 17.969 | Epoch: [6][145/553] Time 2.489 Data 0.001 Err 1.2199 top1 29.688 top5 15.625 | Epoch: [6][146/553] Time 2.489 Data 0.001 Err 1.1956 top1 32.812 top5 15.625 | Epoch: [6][147/553] Time 2.446 Data 0.001 Err 1.2404 top1 35.938 top5 10.156 | Epoch: [6][148/553] Time 2.512 Data 0.001 Err 1.4227 top1 36.719 top5 13.281 | Epoch: [6][149/553] Time 2.485 Data 0.001 Err 1.3148 top1 33.594 top5 9.375 | Epoch: [6][150/553] Time 2.513 Data 0.001 Err 1.2845 top1 31.250 top5 14.062 | Epoch: [6][151/553] Time 2.488 Data 0.001 Err 1.0286 top1 27.344 top5 7.812 | Epoch: [6][152/553] Time 2.470 Data 0.001 Err 1.1325 top1 32.031 top5 10.938 | Epoch: [6][153/553] Time 2.500 Data 0.001 Err 1.0586 top1 28.125 top5 9.375 | Epoch: [6][154/553] Time 2.519 Data 0.001 Err 1.0694 top1 28.906 top5 9.375 | Epoch: [6][155/553] Time 2.486 Data 0.001 Err 1.0745 top1 29.688 top5 10.938 | Epoch: [6][156/553] Time 2.507 Data 0.001 Err 1.5018 top1 40.625 top5 14.062 | Epoch: [6][157/553] Time 2.457 Data 0.001 Err 1.1157 top1 27.344 top5 10.156 | Epoch: [6][158/553] Time 2.481 Data 0.001 Err 1.2359 top1 33.594 top5 13.281 | Epoch: [6][159/553] Time 2.451 Data 0.001 Err 1.3952 top1 34.375 top5 15.625 | Epoch: [6][160/553] Time 2.512 Data 0.001 Err 1.0810 top1 33.594 top5 8.594 | Epoch: [6][161/553] Time 2.443 Data 0.001 Err 1.3542 top1 36.719 top5 11.719 | Epoch: [6][162/553] Time 2.469 Data 0.001 Err 1.3670 top1 33.594 top5 17.188 | Epoch: [6][163/553] Time 2.478 Data 0.001 Err 1.2042 top1 31.250 top5 14.844 | Epoch: [6][164/553] Time 2.471 Data 0.001 Err 1.2649 top1 37.500 top5 9.375 | Epoch: [6][165/553] Time 2.520 Data 0.001 Err 1.3418 top1 32.812 top5 13.281 | Epoch: [6][166/553] Time 2.441 Data 0.001 Err 1.2931 top1 31.250 top5 13.281 | Epoch: [6][167/553] Time 2.446 Data 0.001 Err 1.1145 top1 31.250 top5 13.281 | Epoch: [6][168/553] Time 2.448 Data 0.001 Err 1.2893 top1 36.719 top5 7.031 | Epoch: [6][169/553] Time 2.449 Data 0.001 Err 1.1686 top1 29.688 top5 10.156 | Epoch: [6][170/553] Time 2.441 Data 0.001 Err 1.4200 top1 35.156 top5 17.188 | Epoch: [6][171/553] Time 2.434 Data 0.001 Err 1.2466 top1 27.344 top5 12.500 | Epoch: [6][172/553] Time 2.516 Data 0.003 Err 1.1292 top1 31.250 top5 7.031 | Epoch: [6][173/553] Time 2.443 Data 0.001 Err 0.9652 top1 21.875 top5 11.719 | Epoch: [6][174/553] Time 2.480 Data 0.001 Err 1.1972 top1 26.562 top5 10.938 | Epoch: [6][175/553] Time 2.476 Data 0.001 Err 1.3242 top1 32.031 top5 14.062 | Epoch: [6][176/553] Time 2.457 Data 0.001 Err 1.2597 top1 31.250 top5 10.938 | Epoch: [6][177/553] Time 2.463 Data 0.001 Err 1.3249 top1 38.281 top5 16.406 | Epoch: [6][178/553] Time 2.472 Data 0.001 Err 1.0805 top1 32.031 top5 10.156 | Epoch: [6][179/553] Time 2.436 Data 0.001 Err 0.9638 top1 29.688 top5 7.031 | Epoch: [6][180/553] Time 2.489 Data 0.001 Err 1.3058 top1 32.031 top5 11.719 | Epoch: [6][181/553] Time 2.441 Data 0.001 Err 1.1666 top1 28.125 top5 12.500 | Epoch: [6][182/553] Time 2.482 Data 0.001 Err 1.3361 top1 34.375 top5 13.281 | Epoch: [6][183/553] Time 2.433 Data 0.001 Err 1.3281 top1 32.031 top5 11.719 | Epoch: [6][184/553] Time 2.488 Data 0.001 Err 1.2307 top1 34.375 top5 12.500 | Epoch: [6][185/553] Time 2.483 Data 0.001 Err 1.2828 top1 29.688 top5 13.281 | Epoch: [6][186/553] Time 2.494 Data 0.001 Err 1.2058 top1 30.469 top5 10.938 | Epoch: [6][187/553] Time 2.525 Data 0.001 Err 1.4597 top1 36.719 top5 15.625 | Epoch: [6][188/553] Time 2.517 Data 0.001 Err 1.1032 top1 25.000 top5 11.719 | Epoch: [6][189/553] Time 2.451 Data 0.001 Err 1.4959 top1 35.156 top5 14.844 | Epoch: [6][190/553] Time 2.440 Data 0.001 Err 1.2359 top1 29.688 top5 12.500 | Epoch: [6][191/553] Time 2.474 Data 0.001 Err 1.1572 top1 30.469 top5 13.281 | Epoch: [6][192/553] Time 2.455 Data 0.001 Err 0.9076 top1 23.438 top5 8.594 | Epoch: [6][193/553] Time 2.486 Data 0.001 Err 1.2072 top1 30.469 top5 15.625 | Epoch: [6][194/553] Time 2.491 Data 0.001 Err 1.3581 top1 31.250 top5 11.719 | Epoch: [6][195/553] Time 2.442 Data 0.001 Err 1.0031 top1 25.781 top5 10.938 | Epoch: [6][196/553] Time 2.478 Data 0.000 Err 1.1362 top1 29.688 top5 10.156 | Epoch: [6][197/553] Time 2.442 Data 0.001 Err 1.2597 top1 35.938 top5 11.719 | Epoch: [6][198/553] Time 2.443 Data 0.001 Err 1.1092 top1 29.688 top5 7.031 | Epoch: [6][199/553] Time 2.530 Data 0.001 Err 1.2595 top1 33.594 top5 12.500 | Epoch: [6][200/553] Time 2.445 Data 0.001 Err 1.3353 top1 35.938 top5 17.188 | Epoch: [6][201/553] Time 2.504 Data 0.001 Err 1.1422 top1 28.125 top5 10.938 | Epoch: [6][202/553] Time 2.498 Data 0.001 Err 1.2342 top1 32.812 top5 10.156 | Epoch: [6][203/553] Time 2.507 Data 0.001 Err 1.4518 top1 32.031 top5 15.625 | Epoch: [6][204/553] Time 2.469 Data 0.001 Err 1.0811 top1 28.906 top5 10.938 | Epoch: [6][205/553] Time 2.476 Data 0.001 Err 0.9845 top1 26.562 top5 10.156 | Epoch: [6][206/553] Time 2.449 Data 0.001 Err 1.1799 top1 25.781 top5 9.375 | Epoch: [6][207/553] Time 2.439 Data 0.001 Err 1.2962 top1 31.250 top5 10.938 | Epoch: [6][208/553] Time 2.461 Data 0.001 Err 1.1149 top1 26.562 top5 10.156 | Epoch: [6][209/553] Time 2.480 Data 0.001 Err 1.0669 top1 28.125 top5 13.281 | Epoch: [6][210/553] Time 2.481 Data 0.002 Err 1.5061 top1 35.156 top5 17.969 | Epoch: [6][211/553] Time 2.462 Data 0.001 Err 1.3943 top1 34.375 top5 10.938 | Epoch: [6][212/553] Time 2.440 Data 0.001 Err 1.1359 top1 30.469 top5 11.719 | Epoch: [6][213/553] Time 2.488 Data 0.001 Err 1.2349 top1 35.156 top5 13.281 | Epoch: [6][214/553] Time 2.471 Data 0.001 Err 1.2635 top1 31.250 top5 10.156 | Epoch: [6][215/553] Time 2.453 Data 0.001 Err 0.9962 top1 28.125 top5 7.031 | Epoch: [6][216/553] Time 2.454 Data 0.001 Err 1.2099 top1 30.469 top5 12.500 | Epoch: [6][217/553] Time 2.471 Data 0.001 Err 1.2087 top1 31.250 top5 8.594 | Epoch: [6][218/553] Time 2.447 Data 0.001 Err 1.2220 top1 28.125 top5 13.281 | Epoch: [6][219/553] Time 2.467 Data 0.001 Err 1.0296 top1 32.031 top5 5.469 | Epoch: [6][220/553] Time 2.460 Data 0.001 Err 1.0288 top1 28.125 top5 9.375 | Epoch: [6][221/553] Time 2.514 Data 0.001 Err 1.2004 top1 31.250 top5 12.500 | Epoch: [6][222/553] Time 2.455 Data 0.001 Err 1.7401 top1 41.406 top5 25.000 | Epoch: [6][223/553] Time 2.451 Data 0.001 Err 1.3153 top1 29.688 top5 13.281 | Epoch: [6][224/553] Time 2.474 Data 0.001 Err 1.1193 top1 31.250 top5 10.156 | Epoch: [6][225/553] Time 2.481 Data 0.001 Err 1.2795 top1 32.031 top5 10.938 | Epoch: [6][226/553] Time 2.467 Data 0.001 Err 1.2938 top1 33.594 top5 14.062 | Epoch: [6][227/553] Time 2.443 Data 0.001 Err 1.2210 top1 33.594 top5 9.375 | Epoch: [6][228/553] Time 2.492 Data 0.001 Err 1.4513 top1 37.500 top5 12.500 | Epoch: [6][229/553] Time 2.445 Data 0.001 Err 1.2701 top1 41.406 top5 14.062 | Epoch: [6][230/553] Time 2.489 Data 0.001 Err 1.1997 top1 28.125 top5 16.406 | Epoch: [6][231/553] Time 2.446 Data 0.001 Err 1.5080 top1 35.938 top5 18.750 | Epoch: [6][232/553] Time 2.450 Data 0.001 Err 0.8971 top1 21.094 top5 9.375 | Epoch: [6][233/553] Time 2.445 Data 0.001 Err 1.2920 top1 36.719 top5 13.281 | Epoch: [6][234/553] Time 2.480 Data 0.000 Err 1.1931 top1 32.812 top5 14.062 | Epoch: [6][235/553] Time 2.459 Data 0.001 Err 1.1629 top1 33.594 top5 10.156 | Epoch: [6][236/553] Time 2.462 Data 0.001 Err 1.1798 top1 37.500 top5 10.156 | Epoch: [6][237/553] Time 2.455 Data 0.001 Err 1.2029 top1 28.906 top5 9.375 | Epoch: [6][238/553] Time 2.434 Data 0.001 Err 1.4631 top1 35.938 top5 14.062 | Epoch: [6][239/553] Time 2.440 Data 0.001 Err 1.1210 top1 26.562 top5 11.719 | Epoch: [6][240/553] Time 2.456 Data 0.001 Err 1.2013 top1 28.125 top5 12.500 | Epoch: [6][241/553] Time 2.472 Data 0.001 Err 1.3062 top1 29.688 top5 15.625 | Epoch: [6][242/553] Time 2.470 Data 0.001 Err 1.3513 top1 35.938 top5 7.812 | Epoch: [6][243/553] Time 2.491 Data 0.001 Err 1.1115 top1 30.469 top5 13.281 | Epoch: [6][244/553] Time 2.485 Data 0.001 Err 1.3360 top1 32.812 top5 13.281 | Epoch: [6][245/553] Time 2.494 Data 0.001 Err 1.2419 top1 37.500 top5 11.719 | Epoch: [6][246/553] Time 2.438 Data 0.001 Err 1.4488 top1 37.500 top5 12.500 | Epoch: [6][247/553] Time 2.445 Data 0.001 Err 1.1921 top1 33.594 top5 10.938 | Epoch: [6][248/553] Time 2.464 Data 0.003 Err 1.2746 top1 32.812 top5 11.719 | Epoch: [6][249/553] Time 2.449 Data 0.001 Err 1.4215 top1 36.719 top5 15.625 | Epoch: [6][250/553] Time 2.478 Data 0.000 Err 1.3210 top1 31.250 top5 14.844 | Epoch: [6][251/553] Time 2.486 Data 0.001 Err 1.1129 top1 32.812 top5 9.375 | Epoch: [6][252/553] Time 2.437 Data 0.001 Err 1.4651 top1 39.062 top5 13.281 | Epoch: [6][253/553] Time 2.534 Data 0.001 Err 1.5275 top1 34.375 top5 14.844 | Epoch: [6][254/553] Time 2.437 Data 0.001 Err 0.9672 top1 25.000 top5 7.812 | Epoch: [6][255/553] Time 2.437 Data 0.001 Err 1.0412 top1 28.125 top5 10.938 | Epoch: [6][256/553] Time 2.456 Data 0.001 Err 1.3435 top1 34.375 top5 12.500 | Epoch: [6][257/553] Time 2.471 Data 0.001 Err 1.0813 top1 32.812 top5 7.812 | Epoch: [6][258/553] Time 2.492 Data 0.001 Err 1.1779 top1 31.250 top5 10.938 | Epoch: [6][259/553] Time 2.450 Data 0.001 Err 1.4654 top1 29.688 top5 16.406 | Epoch: [6][260/553] Time 2.527 Data 0.001 Err 1.0765 top1 31.250 top5 11.719 | Epoch: [6][261/553] Time 2.446 Data 0.001 Err 0.8698 top1 25.000 top5 7.031 | Epoch: [6][262/553] Time 2.522 Data 0.001 Err 1.1436 top1 32.031 top5 10.156 | Epoch: [6][263/553] Time 2.457 Data 0.001 Err 1.3441 top1 38.281 top5 11.719 | Epoch: [6][264/553] Time 2.479 Data 0.001 Err 1.2350 top1 28.906 top5 14.062 | Epoch: [6][265/553] Time 2.460 Data 0.001 Err 1.1931 top1 25.781 top5 7.812 | Epoch: [6][266/553] Time 2.481 Data 0.001 Err 1.3367 top1 32.812 top5 15.625 | Epoch: [6][267/553] Time 2.454 Data 0.001 Err 1.2524 top1 33.594 top5 11.719 | Epoch: [6][268/553] Time 2.449 Data 0.001 Err 1.1995 top1 32.812 top5 10.156 | Epoch: [6][269/553] Time 2.448 Data 0.001 Err 1.2391 top1 32.812 top5 12.500 | Epoch: [6][270/553] Time 2.475 Data 0.001 Err 1.3525 top1 38.281 top5 9.375 | Epoch: [6][271/553] Time 2.452 Data 0.001 Err 1.1522 top1 31.250 top5 8.594 | Epoch: [6][272/553] Time 2.519 Data 0.001 Err 1.1953 top1 28.125 top5 13.281 | Epoch: [6][273/553] Time 2.452 Data 0.001 Err 1.1772 top1 32.812 top5 9.375 | Epoch: [6][274/553] Time 2.474 Data 0.001 Err 1.7875 top1 35.938 top5 21.875 | Epoch: [6][275/553] Time 2.440 Data 0.001 Err 1.1714 top1 29.688 top5 9.375 | Epoch: [6][276/553] Time 2.475 Data 0.001 Err 1.3002 top1 32.812 top5 17.188 | Epoch: [6][277/553] Time 2.447 Data 0.001 Err 1.2079 top1 31.250 top5 11.719 | Epoch: [6][278/553] Time 2.503 Data 0.001 Err 1.2279 top1 36.719 top5 10.156 | Epoch: [6][279/553] Time 2.468 Data 0.001 Err 1.0813 top1 27.344 top5 10.938 | Epoch: [6][280/553] Time 2.501 Data 0.001 Err 1.3354 top1 32.812 top5 14.062 | Epoch: [6][281/553] Time 2.448 Data 0.001 Err 1.4660 top1 36.719 top5 15.625 | Epoch: [6][282/553] Time 2.515 Data 0.001 Err 1.1043 top1 31.250 top5 10.938 | Epoch: [6][283/553] Time 2.466 Data 0.001 Err 1.4909 top1 36.719 top5 15.625 | Epoch: [6][284/553] Time 2.480 Data 0.001 Err 1.3657 top1 33.594 top5 14.844 | Epoch: [6][285/553] Time 2.448 Data 0.001 Err 1.4449 top1 39.844 top5 8.594 | Epoch: [6][286/553] Time 2.493 Data 0.003 Err 1.4155 top1 37.500 top5 13.281 | Epoch: [6][287/553] Time 2.468 Data 0.002 Err 1.1510 top1 25.781 top5 11.719 | Epoch: [6][288/553] Time 2.474 Data 0.001 Err 1.1833 top1 30.469 top5 12.500 | Epoch: [6][289/553] Time 2.453 Data 0.001 Err 1.4916 top1 42.969 top5 14.844 | Epoch: [6][290/553] Time 2.522 Data 0.001 Err 1.1664 top1 30.469 top5 12.500 | Epoch: [6][291/553] Time 2.516 Data 0.001 Err 1.1857 top1 28.125 top5 11.719 | Epoch: [6][292/553] Time 2.480 Data 0.001 Err 1.1824 top1 28.125 top5 11.719 | Epoch: [6][293/553] Time 2.463 Data 0.001 Err 1.4184 top1 33.594 top5 16.406 | Epoch: [6][294/553] Time 2.465 Data 0.001 Err 1.4324 top1 32.031 top5 14.062 | Epoch: [6][295/553] Time 2.491 Data 0.001 Err 1.1417 top1 25.781 top5 10.938 | Epoch: [6][296/553] Time 2.486 Data 0.001 Err 1.4782 top1 39.844 top5 11.719 | Epoch: [6][297/553] Time 2.472 Data 0.001 Err 1.4108 top1 39.062 top5 12.500 | Epoch: [6][298/553] Time 2.471 Data 0.001 Err 1.2235 top1 32.812 top5 12.500 | Epoch: [6][299/553] Time 2.459 Data 0.001 Err 1.3216 top1 28.125 top5 13.281 | Epoch: [6][300/553] Time 2.439 Data 0.001 Err 1.3560 top1 35.938 top5 14.844 | Epoch: [6][301/553] Time 2.467 Data 0.001 Err 1.2727 top1 32.812 top5 16.406 | Epoch: [6][302/553] Time 2.466 Data 0.001 Err 1.5255 top1 38.281 top5 16.406 | Epoch: [6][303/553] Time 2.507 Data 0.001 Err 1.2295 top1 33.594 top5 13.281 | Epoch: [6][304/553] Time 2.497 Data 0.001 Err 1.1926 top1 32.812 top5 9.375 | Epoch: [6][305/553] Time 2.481 Data 0.001 Err 1.2494 top1 33.594 top5 9.375 | Epoch: [6][306/553] Time 2.481 Data 0.001 Err 0.9417 top1 25.781 top5 6.250 | Epoch: [6][307/553] Time 2.483 Data 0.001 Err 0.9118 top1 24.219 top5 6.250 | Epoch: [6][308/553] Time 2.456 Data 0.001 Err 1.2990 top1 35.156 top5 10.156 | Epoch: [6][309/553] Time 2.436 Data 0.001 Err 1.3257 top1 36.719 top5 12.500 | Epoch: [6][310/553] Time 2.475 Data 0.001 Err 1.2925 top1 34.375 top5 10.156 | Epoch: [6][311/553] Time 2.461 Data 0.001 Err 1.1854 top1 28.125 top5 12.500 | Epoch: [6][312/553] Time 2.439 Data 0.001 Err 1.4071 top1 39.844 top5 13.281 | Epoch: [6][313/553] Time 2.445 Data 0.001 Err 1.4081 top1 35.156 top5 17.969 | Epoch: [6][314/553] Time 2.443 Data 0.001 Err 1.0638 top1 28.125 top5 11.719 | Epoch: [6][315/553] Time 2.440 Data 0.001 Err 1.1628 top1 29.688 top5 11.719 | Epoch: [6][316/553] Time 2.456 Data 0.001 Err 1.3996 top1 38.281 top5 14.062 | Epoch: [6][317/553] Time 2.442 Data 0.000 Err 1.1257 top1 32.812 top5 14.062 | Epoch: [6][318/553] Time 2.445 Data 0.001 Err 1.3201 top1 31.250 top5 13.281 | Epoch: [6][319/553] Time 2.490 Data 0.000 Err 1.4898 top1 33.594 top5 18.750 | Epoch: [6][320/553] Time 2.451 Data 0.001 Err 0.9175 top1 27.344 top5 6.250 | Epoch: [6][321/553] Time 2.440 Data 0.001 Err 1.0075 top1 27.344 top5 8.594 | Epoch: [6][322/553] Time 2.467 Data 0.001 Err 1.1636 top1 31.250 top5 10.938 | Epoch: [6][323/553] Time 2.444 Data 0.001 Err 1.2597 top1 38.281 top5 10.938 | Epoch: [6][324/553] Time 2.439 Data 0.001 Err 1.2494 top1 29.688 top5 12.500 | Epoch: [6][325/553] Time 2.482 Data 0.001 Err 1.3363 top1 32.812 top5 13.281 | Epoch: [6][326/553] Time 2.464 Data 0.001 Err 1.0268 top1 26.562 top5 6.250 | Epoch: [6][327/553] Time 2.459 Data 0.001 Err 1.2388 top1 28.125 top5 13.281 | Epoch: [6][328/553] Time 2.436 Data 0.000 Err 1.2107 top1 32.031 top5 16.406 | Epoch: [6][329/553] Time 2.516 Data 0.001 Err 1.4769 top1 39.844 top5 15.625 | Epoch: [6][330/553] Time 2.491 Data 0.001 Err 1.3162 top1 33.594 top5 15.625 | Epoch: [6][331/553] Time 2.439 Data 0.001 Err 1.5187 top1 42.188 top5 16.406 | Epoch: [6][332/553] Time 2.443 Data 0.001 Err 1.3155 top1 37.500 top5 10.156 | Epoch: [6][333/553] Time 2.487 Data 0.001 Err 1.1039 top1 28.906 top5 14.062 | Epoch: [6][334/553] Time 2.472 Data 0.001 Err 0.9924 top1 25.781 top5 7.031 | Epoch: [6][335/553] Time 2.453 Data 0.001 Err 1.2494 top1 32.031 top5 11.719 | Epoch: [6][336/553] Time 2.436 Data 0.001 Err 1.2919 top1 28.906 top5 13.281 | Epoch: [6][337/553] Time 2.461 Data 0.001 Err 1.4737 top1 35.938 top5 15.625 | Epoch: [6][338/553] Time 2.476 Data 0.001 Err 1.4073 top1 35.156 top5 16.406 | Epoch: [6][339/553] Time 2.456 Data 0.001 Err 1.1501 top1 30.469 top5 13.281 | Epoch: [6][340/553] Time 2.481 Data 0.001 Err 1.3602 top1 35.938 top5 14.062 | Epoch: [6][341/553] Time 2.438 Data 0.001 Err 1.2474 top1 33.594 top5 14.062 | Epoch: [6][342/553] Time 2.473 Data 0.001 Err 0.9236 top1 25.000 top5 7.812 | Epoch: [6][343/553] Time 2.431 Data 0.001 Err 1.1786 top1 31.250 top5 10.938 | Epoch: [6][344/553] Time 2.461 Data 0.001 Err 1.4008 top1 34.375 top5 14.844 | Epoch: [6][345/553] Time 2.448 Data 0.001 Err 1.3817 top1 32.031 top5 14.062 | Epoch: [6][346/553] Time 2.460 Data 0.001 Err 1.1238 top1 28.906 top5 7.812 | Epoch: [6][347/553] Time 2.476 Data 0.001 Err 1.0879 top1 25.000 top5 10.938 | Epoch: [6][348/553] Time 2.486 Data 0.000 Err 1.2282 top1 30.469 top5 9.375 | Epoch: [6][349/553] Time 2.454 Data 0.001 Err 1.2072 top1 27.344 top5 12.500 | Epoch: [6][350/553] Time 2.459 Data 0.001 Err 1.1804 top1 37.500 top5 6.250 | Epoch: [6][351/553] Time 2.432 Data 0.001 Err 1.1367 top1 34.375 top5 9.375 | Epoch: [6][352/553] Time 2.472 Data 0.001 Err 1.3022 top1 31.250 top5 15.625 | Epoch: [6][353/553] Time 2.449 Data 0.001 Err 1.0314 top1 25.000 top5 10.938 | Epoch: [6][354/553] Time 2.460 Data 0.001 Err 1.5336 top1 42.188 top5 14.062 | Epoch: [6][355/553] Time 2.489 Data 0.001 Err 1.4043 top1 38.281 top5 14.062 | Epoch: [6][356/553] Time 2.511 Data 0.001 Err 1.4655 top1 33.594 top5 17.188 | Epoch: [6][357/553] Time 2.449 Data 0.001 Err 1.3477 top1 35.156 top5 15.625 | Epoch: [6][358/553] Time 2.439 Data 0.001 Err 1.1364 top1 29.688 top5 11.719 | Epoch: [6][359/553] Time 2.446 Data 0.001 Err 1.0963 top1 29.688 top5 10.938 | Epoch: [6][360/553] Time 2.481 Data 0.001 Err 1.4959 top1 38.281 top5 13.281 | Epoch: [6][361/553] Time 2.441 Data 0.001 Err 1.2842 top1 32.031 top5 14.062 | Epoch: [6][362/553] Time 2.478 Data 0.001 Err 1.2761 top1 35.156 top5 10.156 | Epoch: [6][363/553] Time 2.445 Data 0.001 Err 1.3369 top1 35.938 top5 11.719 | Epoch: [6][364/553] Time 2.451 Data 0.001 Err 1.3855 top1 39.844 top5 10.156 | Epoch: [6][365/553] Time 2.472 Data 0.001 Err 1.0899 top1 27.344 top5 11.719 | Epoch: [6][366/553] Time 2.480 Data 0.001 Err 1.3003 top1 35.156 top5 11.719 | Epoch: [6][367/553] Time 2.528 Data 0.001 Err 1.1534 top1 32.031 top5 10.156 | Epoch: [6][368/553] Time 2.454 Data 0.001 Err 1.0484 top1 28.906 top5 10.156 | Epoch: [6][369/553] Time 2.451 Data 0.001 Err 1.3485 top1 34.375 top5 12.500 | Epoch: [6][370/553] Time 2.483 Data 0.001 Err 1.1834 top1 28.906 top5 14.062 | Epoch: [6][371/553] Time 2.470 Data 0.001 Err 1.1455 top1 34.375 top5 10.156 | Epoch: [6][372/553] Time 2.448 Data 0.001 Err 1.2477 top1 35.938 top5 12.500 | Epoch: [6][373/553] Time 2.436 Data 0.001 Err 1.2397 top1 34.375 top5 12.500 | Epoch: [6][374/553] Time 2.491 Data 0.001 Err 1.1770 top1 28.906 top5 12.500 | Epoch: [6][375/553] Time 2.458 Data 0.001 Err 1.5324 top1 37.500 top5 17.969 | Epoch: [6][376/553] Time 2.451 Data 0.001 Err 1.1793 top1 32.812 top5 11.719 | Epoch: [6][377/553] Time 2.496 Data 0.001 Err 1.5231 top1 33.594 top5 17.188 | Epoch: [6][378/553] Time 2.480 Data 0.001 Err 1.4192 top1 37.500 top5 13.281 | Epoch: [6][379/553] Time 2.443 Data 0.001 Err 1.2978 top1 32.812 top5 14.844 | Epoch: [6][380/553] Time 2.440 Data 0.001 Err 1.2198 top1 29.688 top5 14.062 | Epoch: [6][381/553] Time 2.472 Data 0.001 Err 1.3524 top1 39.844 top5 14.062 | Epoch: [6][382/553] Time 2.453 Data 0.001 Err 1.2149 top1 28.906 top5 14.844 | Epoch: [6][383/553] Time 2.449 Data 0.001 Err 1.2012 top1 32.812 top5 11.719 | Epoch: [6][384/553] Time 2.476 Data 0.001 Err 1.1291 top1 27.344 top5 11.719 | Epoch: [6][385/553] Time 2.432 Data 0.001 Err 1.2769 top1 35.938 top5 14.844 | Epoch: [6][386/553] Time 2.477 Data 0.001 Err 1.2575 top1 32.031 top5 12.500 | Epoch: [6][387/553] Time 2.435 Data 0.001 Err 1.3869 top1 35.156 top5 11.719 | Epoch: [6][388/553] Time 2.438 Data 0.001 Err 1.2641 top1 34.375 top5 10.156 | Epoch: [6][389/553] Time 2.444 Data 0.001 Err 1.0922 top1 29.688 top5 10.156 | Epoch: [6][390/553] Time 2.485 Data 0.001 Err 1.5819 top1 32.812 top5 20.312 | Epoch: [6][391/553] Time 2.482 Data 0.001 Err 1.1566 top1 31.250 top5 11.719 | Epoch: [6][392/553] Time 2.438 Data 0.001 Err 1.3345 top1 32.031 top5 12.500 | Epoch: [6][393/553] Time 2.440 Data 0.001 Err 1.2216 top1 34.375 top5 12.500 | Epoch: [6][394/553] Time 2.510 Data 0.001 Err 1.0514 top1 31.250 top5 8.594 | Epoch: [6][395/553] Time 2.467 Data 0.001 Err 1.4011 top1 36.719 top5 12.500 | Epoch: [6][396/553] Time 2.451 Data 0.001 Err 1.1939 top1 34.375 top5 10.938 | Epoch: [6][397/553] Time 2.468 Data 0.001 Err 1.3966 top1 33.594 top5 13.281 | Epoch: [6][398/553] Time 2.437 Data 0.001 Err 1.0948 top1 32.812 top5 10.156 | Epoch: [6][399/553] Time 2.437 Data 0.001 Err 1.3486 top1 31.250 top5 14.062 | Epoch: [6][400/553] Time 2.463 Data 0.001 Err 1.3816 top1 32.812 top5 14.062 | Epoch: [6][401/553] Time 2.436 Data 0.001 Err 1.0566 top1 32.031 top5 9.375 | Epoch: [6][402/553] Time 2.436 Data 0.001 Err 1.4642 top1 37.500 top5 14.844 | Epoch: [6][403/553] Time 2.442 Data 0.001 Err 1.4345 top1 39.844 top5 16.406 | Epoch: [6][404/553] Time 2.452 Data 0.001 Err 1.4310 top1 36.719 top5 9.375 | Epoch: [6][405/553] Time 2.480 Data 0.000 Err 1.1905 top1 31.250 top5 8.594 | Epoch: [6][406/553] Time 2.485 Data 0.001 Err 1.3065 top1 35.938 top5 11.719 | Epoch: [6][407/553] Time 2.469 Data 0.001 Err 1.3589 top1 32.812 top5 13.281 | Epoch: [6][408/553] Time 2.471 Data 0.001 Err 1.3123 top1 29.688 top5 16.406 | Epoch: [6][409/553] Time 2.512 Data 0.001 Err 1.0789 top1 32.031 top5 11.719 | Epoch: [6][410/553] Time 2.455 Data 0.001 Err 1.2066 top1 32.812 top5 11.719 | Epoch: [6][411/553] Time 2.468 Data 0.001 Err 1.3911 top1 35.938 top5 11.719 | Epoch: [6][412/553] Time 2.459 Data 0.001 Err 1.1822 top1 33.594 top5 9.375 | Epoch: [6][413/553] Time 2.524 Data 0.001 Err 1.4787 top1 35.156 top5 16.406 | Epoch: [6][414/553] Time 2.456 Data 0.001 Err 1.2440 top1 30.469 top5 14.062 | Epoch: [6][415/553] Time 2.444 Data 0.001 Err 1.2886 top1 28.125 top5 14.844 | Epoch: [6][416/553] Time 2.439 Data 0.001 Err 1.2725 top1 33.594 top5 14.844 | Epoch: [6][417/553] Time 2.491 Data 0.001 Err 1.5176 top1 36.719 top5 14.844 | Epoch: [6][418/553] Time 2.443 Data 0.001 Err 1.1636 top1 30.469 top5 12.500 | Epoch: [6][419/553] Time 2.456 Data 0.001 Err 1.2184 top1 32.031 top5 11.719 | Epoch: [6][420/553] Time 2.441 Data 0.001 Err 1.1544 top1 30.469 top5 10.156 | Epoch: [6][421/553] Time 2.452 Data 0.001 Err 1.3986 top1 37.500 top5 14.062 | Epoch: [6][422/553] Time 2.491 Data 0.000 Err 1.4444 top1 39.062 top5 14.844 | Epoch: [6][423/553] Time 2.454 Data 0.001 Err 1.2573 top1 32.812 top5 11.719 | Epoch: [6][424/553] Time 2.468 Data 0.001 Err 1.2853 top1 28.125 top5 14.062 | Epoch: [6][425/553] Time 2.503 Data 0.001 Err 1.3295 top1 33.594 top5 14.062 | Epoch: [6][426/553] Time 2.479 Data 0.001 Err 1.4290 top1 34.375 top5 11.719 | Epoch: [6][427/553] Time 2.442 Data 0.001 Err 1.3138 top1 30.469 top5 14.844 | Epoch: [6][428/553] Time 2.469 Data 0.001 Err 1.2182 top1 32.812 top5 9.375 | Epoch: [6][429/553] Time 2.478 Data 0.001 Err 1.0104 top1 28.125 top5 7.812 | Epoch: [6][430/553] Time 2.497 Data 0.001 Err 1.1630 top1 29.688 top5 12.500 | Epoch: [6][431/553] Time 2.450 Data 0.001 Err 1.3037 top1 32.812 top5 14.844 | Epoch: [6][432/553] Time 2.469 Data 0.000 Err 1.2456 top1 32.031 top5 11.719 | Epoch: [6][433/553] Time 2.476 Data 0.001 Err 1.1079 top1 28.906 top5 10.938 | Epoch: [6][434/553] Time 2.442 Data 0.001 Err 1.3573 top1 32.812 top5 10.938 | Epoch: [6][435/553] Time 2.441 Data 0.000 Err 1.1875 top1 37.500 top5 8.594 | Epoch: [6][436/553] Time 2.448 Data 0.001 Err 1.2622 top1 33.594 top5 10.156 | Epoch: [6][437/553] Time 2.487 Data 0.001 Err 1.3225 top1 30.469 top5 14.844 | Epoch: [6][438/553] Time 2.438 Data 0.001 Err 1.3245 top1 32.812 top5 12.500 | Epoch: [6][439/553] Time 2.474 Data 0.001 Err 1.5579 top1 37.500 top5 17.969 | Epoch: [6][440/553] Time 2.438 Data 0.001 Err 1.1485 top1 31.250 top5 12.500 | Epoch: [6][441/553] Time 2.471 Data 0.001 Err 1.1276 top1 28.125 top5 9.375 | Epoch: [6][442/553] Time 2.473 Data 0.001 Err 1.0172 top1 25.781 top5 11.719 | Epoch: [6][443/553] Time 2.454 Data 0.001 Err 1.5634 top1 41.406 top5 14.062 | Epoch: [6][444/553] Time 2.441 Data 0.001 Err 1.4238 top1 39.844 top5 14.844 | Epoch: [6][445/553] Time 2.446 Data 0.001 Err 1.0641 top1 28.125 top5 10.156 | Epoch: [6][446/553] Time 2.440 Data 0.001 Err 1.2905 top1 32.031 top5 14.844 | Epoch: [6][447/553] Time 2.471 Data 0.001 Err 1.2907 top1 32.812 top5 9.375 | Epoch: [6][448/553] Time 2.487 Data 0.001 Err 1.2772 top1 39.844 top5 10.938 | Epoch: [6][449/553] Time 2.485 Data 0.001 Err 1.2713 top1 33.594 top5 13.281 | Epoch: [6][450/553] Time 2.465 Data 0.001 Err 1.2468 top1 31.250 top5 12.500 | Epoch: [6][451/553] Time 2.442 Data 0.001 Err 1.0670 top1 27.344 top5 12.500 | Epoch: [6][452/553] Time 2.451 Data 0.001 Err 1.0639 top1 26.562 top5 12.500 | Epoch: [6][453/553] Time 2.471 Data 0.001 Err 1.1780 top1 32.812 top5 13.281 | Epoch: [6][454/553] Time 2.505 Data 0.001 Err 1.4552 top1 32.812 top5 13.281 | Epoch: [6][455/553] Time 2.449 Data 0.000 Err 1.3314 top1 32.812 top5 13.281 | Epoch: [6][456/553] Time 2.436 Data 0.001 Err 1.1729 top1 29.688 top5 13.281 | Epoch: [6][457/553] Time 2.484 Data 0.001 Err 1.3618 top1 34.375 top5 17.188 | Epoch: [6][458/553] Time 2.437 Data 0.001 Err 1.3762 top1 30.469 top5 17.188 | Epoch: [6][459/553] Time 2.499 Data 0.001 Err 1.1763 top1 30.469 top5 10.938 | Epoch: [6][460/553] Time 2.435 Data 0.001 Err 1.4782 top1 37.500 top5 14.062 | Epoch: [6][461/553] Time 2.458 Data 0.001 Err 1.3515 top1 36.719 top5 12.500 | Epoch: [6][462/553] Time 2.451 Data 0.000 Err 1.2601 top1 33.594 top5 10.938 | Epoch: [6][463/553] Time 2.454 Data 0.001 Err 1.4351 top1 34.375 top5 16.406 | Epoch: [6][464/553] Time 2.442 Data 0.001 Err 1.1208 top1 28.906 top5 10.156 | Epoch: [6][465/553] Time 2.526 Data 0.001 Err 1.2651 top1 33.594 top5 14.844 | Epoch: [6][466/553] Time 2.472 Data 0.001 Err 0.9082 top1 23.438 top5 7.031 | Epoch: [6][467/553] Time 2.480 Data 0.001 Err 1.0474 top1 26.562 top5 8.594 | Epoch: [6][468/553] Time 2.481 Data 0.001 Err 1.4174 top1 35.156 top5 16.406 | Epoch: [6][469/553] Time 2.532 Data 0.001 Err 1.4775 top1 39.844 top5 14.844 | Epoch: [6][470/553] Time 2.447 Data 0.001 Err 1.0750 top1 29.688 top5 10.156 | Epoch: [6][471/553] Time 2.453 Data 0.001 Err 1.1330 top1 33.594 top5 14.062 | Epoch: [6][472/553] Time 2.492 Data 0.001 Err 1.1474 top1 28.906 top5 11.719 | Epoch: [6][473/553] Time 2.474 Data 0.001 Err 1.2508 top1 29.688 top5 13.281 | Epoch: [6][474/553] Time 2.464 Data 0.001 Err 1.7363 top1 42.188 top5 19.531 | Epoch: [6][475/553] Time 2.435 Data 0.001 Err 1.3287 top1 36.719 top5 13.281 | Epoch: [6][476/553] Time 2.457 Data 0.001 Err 1.1963 top1 31.250 top5 13.281 | Epoch: [6][477/553] Time 2.502 Data 0.001 Err 1.5482 top1 36.719 top5 14.844 | Epoch: [6][478/553] Time 2.516 Data 0.001 Err 1.2136 top1 35.938 top5 14.844 | Epoch: [6][479/553] Time 2.442 Data 0.001 Err 1.4076 top1 32.812 top5 14.062 | Epoch: [6][480/553] Time 2.510 Data 0.001 Err 1.2443 top1 32.812 top5 12.500 | Epoch: [6][481/553] Time 2.488 Data 0.000 Err 1.4012 top1 39.062 top5 14.062 | Epoch: [6][482/553] Time 2.546 Data 0.001 Err 1.3098 top1 31.250 top5 14.062 | Epoch: [6][483/553] Time 2.500 Data 0.001 Err 1.2783 top1 34.375 top5 10.938 | Epoch: [6][484/553] Time 2.490 Data 0.001 Err 1.5037 top1 39.062 top5 17.188 | Epoch: [6][485/553] Time 2.452 Data 0.001 Err 1.3589 top1 38.281 top5 8.594 | Epoch: [6][486/553] Time 2.477 Data 0.001 Err 1.6157 top1 42.969 top5 17.188 | Epoch: [6][487/553] Time 2.469 Data 0.001 Err 1.0445 top1 28.125 top5 7.812 | Epoch: [6][488/553] Time 2.439 Data 0.001 Err 1.1866 top1 31.250 top5 12.500 | Epoch: [6][489/553] Time 2.482 Data 0.001 Err 1.2776 top1 32.812 top5 15.625 | Epoch: [6][490/553] Time 2.460 Data 0.001 Err 1.9804 top1 42.969 top5 21.875 | Epoch: [6][491/553] Time 2.450 Data 0.001 Err 1.2995 top1 31.250 top5 14.062 | Epoch: [6][492/553] Time 2.432 Data 0.001 Err 1.2673 top1 34.375 top5 15.625 | Epoch: [6][493/553] Time 2.478 Data 0.001 Err 1.2499 top1 25.781 top5 14.062 | Epoch: [6][494/553] Time 2.468 Data 0.001 Err 1.3544 top1 35.938 top5 14.844 | Epoch: [6][495/553] Time 2.510 Data 0.001 Err 1.2474 top1 35.156 top5 9.375 | Epoch: [6][496/553] Time 2.441 Data 0.001 Err 1.0295 top1 30.469 top5 10.938 | Epoch: [6][497/553] Time 2.438 Data 0.001 Err 1.4220 top1 33.594 top5 14.062 | Epoch: [6][498/553] Time 2.508 Data 0.001 Err 1.1740 top1 33.594 top5 10.156 | Epoch: [6][499/553] Time 2.513 Data 0.001 Err 1.0761 top1 25.781 top5 10.938 | Epoch: [6][500/553] Time 2.443 Data 0.001 Err 1.1477 top1 30.469 top5 11.719 | Epoch: [6][501/553] Time 2.485 Data 0.001 Err 1.1983 top1 30.469 top5 12.500 | Epoch: [6][502/553] Time 2.434 Data 0.001 Err 1.2148 top1 29.688 top5 14.844 | Epoch: [6][503/553] Time 2.441 Data 0.001 Err 1.1805 top1 33.594 top5 11.719 | Epoch: [6][504/553] Time 2.448 Data 0.001 Err 1.4501 top1 41.406 top5 14.062 | Epoch: [6][505/553] Time 2.440 Data 0.001 Err 1.1011 top1 27.344 top5 6.250 | Epoch: [6][506/553] Time 2.444 Data 0.001 Err 1.2696 top1 32.812 top5 10.156 | Epoch: [6][507/553] Time 2.492 Data 0.001 Err 1.3130 top1 37.500 top5 10.938 | Epoch: [6][508/553] Time 2.456 Data 0.001 Err 1.3607 top1 33.594 top5 13.281 | Epoch: [6][509/553] Time 2.445 Data 0.001 Err 1.2301 top1 32.031 top5 14.844 | Epoch: [6][510/553] Time 2.439 Data 0.001 Err 1.5834 top1 33.594 top5 21.875 | Epoch: [6][511/553] Time 2.448 Data 0.001 Err 1.1238 top1 31.250 top5 7.031 | Epoch: [6][512/553] Time 2.443 Data 0.001 Err 1.1194 top1 25.781 top5 11.719 | Epoch: [6][513/553] Time 2.445 Data 0.001 Err 1.2679 top1 32.031 top5 14.062 | Epoch: [6][514/553] Time 2.460 Data 0.001 Err 1.4649 top1 39.062 top5 14.844 | Epoch: [6][515/553] Time 2.433 Data 0.001 Err 1.1980 top1 35.156 top5 13.281 | Epoch: [6][516/553] Time 2.479 Data 0.001 Err 0.9906 top1 31.250 top5 5.469 | Epoch: [6][517/553] Time 2.449 Data 0.000 Err 1.3793 top1 39.062 top5 13.281 | Epoch: [6][518/553] Time 2.487 Data 0.001 Err 1.1664 top1 29.688 top5 13.281 | Epoch: [6][519/553] Time 2.455 Data 0.001 Err 1.3192 top1 32.031 top5 14.062 | Epoch: [6][520/553] Time 2.453 Data 0.001 Err 1.0101 top1 26.562 top5 11.719 | Epoch: [6][521/553] Time 2.449 Data 0.001 Err 0.9305 top1 26.562 top5 7.812 | Epoch: [6][522/553] Time 2.462 Data 0.001 Err 1.2356 top1 35.938 top5 8.594 | Epoch: [6][523/553] Time 2.445 Data 0.001 Err 1.1286 top1 29.688 top5 6.250 | Epoch: [6][524/553] Time 2.520 Data 0.001 Err 1.0210 top1 31.250 top5 7.031 | Epoch: [6][525/553] Time 2.500 Data 0.001 Err 1.4624 top1 43.750 top5 12.500 | Epoch: [6][526/553] Time 2.466 Data 0.001 Err 1.0375 top1 25.000 top5 11.719 | Epoch: [6][527/553] Time 2.450 Data 0.001 Err 1.1140 top1 26.562 top5 11.719 | Epoch: [6][528/553] Time 2.452 Data 0.001 Err 1.2737 top1 32.031 top5 11.719 | Epoch: [6][529/553] Time 2.452 Data 0.001 Err 1.3105 top1 36.719 top5 12.500 | Epoch: [6][530/553] Time 2.467 Data 0.001 Err 1.3086 top1 32.031 top5 12.500 | Epoch: [6][531/553] Time 2.452 Data 0.001 Err 1.2998 top1 32.812 top5 15.625 | Epoch: [6][532/553] Time 2.440 Data 0.001 Err 1.3590 top1 29.688 top5 11.719 | Epoch: [6][533/553] Time 2.443 Data 0.001 Err 1.1386 top1 30.469 top5 10.156 | Epoch: [6][534/553] Time 2.462 Data 0.001 Err 1.3369 top1 32.031 top5 14.062 | Epoch: [6][535/553] Time 2.453 Data 0.001 Err 1.3248 top1 30.469 top5 14.844 | Epoch: [6][536/553] Time 2.444 Data 0.001 Err 1.1601 top1 32.812 top5 12.500 | Epoch: [6][537/553] Time 2.449 Data 0.001 Err 0.9681 top1 28.125 top5 7.812 | Epoch: [6][538/553] Time 2.479 Data 0.000 Err 1.1257 top1 26.562 top5 10.938 | Epoch: [6][539/553] Time 2.438 Data 0.001 Err 1.1646 top1 27.344 top5 10.156 | Epoch: [6][540/553] Time 2.444 Data 0.001 Err 1.0016 top1 25.000 top5 9.375 | Epoch: [6][541/553] Time 2.481 Data 0.001 Err 1.1400 top1 34.375 top5 10.938 | Epoch: [6][542/553] Time 2.498 Data 0.001 Err 1.0633 top1 26.562 top5 10.938 | Epoch: [6][543/553] Time 2.485 Data 0.000 Err 1.1524 top1 28.906 top5 11.719 | Epoch: [6][544/553] Time 2.441 Data 0.000 Err 1.0880 top1 28.906 top5 8.594 | Epoch: [6][545/553] Time 2.459 Data 0.000 Err 1.2279 top1 30.469 top5 14.062 | Epoch: [6][546/553] Time 2.450 Data 0.000 Err 1.4011 top1 32.812 top5 14.844 | Epoch: [6][547/553] Time 2.441 Data 0.000 Err 0.9703 top1 22.656 top5 11.719 | Epoch: [6][548/553] Time 2.490 Data 0.000 Err 1.2060 top1 24.219 top5 11.719 | Epoch: [6][549/553] Time 2.479 Data 0.000 Err 1.1307 top1 26.562 top5 10.938 | Epoch: [6][550/553] Time 2.482 Data 0.000 Err 1.5231 top1 38.281 top5 16.406 | Epoch: [6][551/553] Time 2.428 Data 0.000 Err 1.2281 top1 31.250 top5 12.500 | Epoch: [6][552/553] Time 2.443 Data 0.000 Err 1.3273 top1 33.594 top5 12.500 | Epoch: [6][553/553] Time 1.023 Data 0.000 Err 1.2625 top1 34.091 top5 11.364 | Test: [6][1/198] Time 2.397 Data 1.679 top1 43.750 ( 43.750) top5 14.062 ( 14.062) | Test: [6][2/198] Time 0.719 Data 0.001 top1 35.156 ( 39.453) top5 13.281 ( 13.672) | Test: [6][3/198] Time 0.714 Data 0.000 top1 35.156 ( 38.021) top5 14.844 ( 14.062) | Test: [6][4/198] Time 0.725 Data 0.001 top1 40.625 ( 38.672) top5 13.281 ( 13.867) | Test: [6][5/198] Time 0.718 Data 0.001 top1 35.938 ( 38.125) top5 14.844 ( 14.062) | Test: [6][6/198] Time 0.715 Data 0.000 top1 39.844 ( 38.411) top5 17.188 ( 14.583) | Test: [6][7/198] Time 0.718 Data 0.001 top1 47.656 ( 39.732) top5 16.406 ( 14.844) | Test: [6][8/198] Time 0.717 Data 0.001 top1 40.625 ( 39.844) top5 16.406 ( 15.039) | Test: [6][9/198] Time 0.717 Data 0.001 top1 35.156 ( 39.323) top5 17.969 ( 15.365) | Test: [6][10/198] Time 0.732 Data 0.003 top1 40.625 ( 39.453) top5 21.875 ( 16.016) | Test: [6][11/198] Time 0.730 Data 0.001 top1 38.281 ( 39.347) top5 19.531 ( 16.335) | Test: [6][12/198] Time 0.736 Data 0.001 top1 35.938 ( 39.062) top5 17.188 ( 16.406) | Test: [6][13/198] Time 0.714 Data 0.001 top1 34.375 ( 38.702) top5 17.969 ( 16.526) | Test: [6][14/198] Time 0.726 Data 0.001 top1 35.938 ( 38.504) top5 11.719 ( 16.183) | Test: [6][15/198] Time 0.718 Data 0.001 top1 37.500 ( 38.438) top5 13.281 ( 15.990) | Test: [6][16/198] Time 0.714 Data 0.001 top1 38.281 ( 38.428) top5 10.938 ( 15.674) | Test: [6][17/198] Time 0.716 Data 0.001 top1 38.281 ( 38.419) top5 17.969 ( 15.809) | Test: [6][18/198] Time 0.714 Data 0.001 top1 39.062 ( 38.455) top5 21.875 ( 16.146) | Test: [6][19/198] Time 0.714 Data 0.001 top1 39.844 ( 38.528) top5 14.844 ( 16.077) | Test: [6][20/198] Time 0.718 Data 0.001 top1 42.969 ( 38.750) top5 11.719 ( 15.859) | Test: [6][21/198] Time 0.729 Data 0.001 top1 43.750 ( 38.988) top5 13.281 ( 15.737) | Test: [6][22/198] Time 0.720 Data 0.001 top1 43.750 ( 39.205) top5 16.406 ( 15.767) | Test: [6][23/198] Time 0.729 Data 0.001 top1 45.312 ( 39.470) top5 21.094 ( 15.999) | Test: [6][24/198] Time 0.734 Data 0.001 top1 46.094 ( 39.746) top5 19.531 ( 16.146) | Test: [6][25/198] Time 0.722 Data 0.001 top1 32.812 ( 39.469) top5 8.594 ( 15.844) | Test: [6][26/198] Time 0.719 Data 0.002 top1 36.719 ( 39.363) top5 6.250 ( 15.475) | Test: [6][27/198] Time 0.720 Data 0.001 top1 41.406 ( 39.439) top5 16.406 ( 15.509) | Test: [6][28/198] Time 0.722 Data 0.001 top1 39.062 ( 39.425) top5 14.844 ( 15.485) | Test: [6][29/198] Time 0.713 Data 0.001 top1 36.719 ( 39.332) top5 14.062 ( 15.436) | Test: [6][30/198] Time 0.718 Data 0.001 top1 32.812 ( 39.115) top5 15.625 ( 15.443) | Test: [6][31/198] Time 0.719 Data 0.001 top1 35.156 ( 38.987) top5 16.406 ( 15.474) | Test: [6][32/198] Time 0.716 Data 0.001 top1 42.969 ( 39.111) top5 15.625 ( 15.479) | Test: [6][33/198] Time 0.721 Data 0.001 top1 49.219 ( 39.418) top5 16.406 ( 15.507) | Test: [6][34/198] Time 0.721 Data 0.001 top1 41.406 ( 39.476) top5 14.844 ( 15.487) | Test: [6][35/198] Time 0.725 Data 0.001 top1 44.531 ( 39.621) top5 16.406 ( 15.513) | Test: [6][36/198] Time 0.714 Data 0.001 top1 39.062 ( 39.605) top5 17.188 ( 15.560) | Test: [6][37/198] Time 0.727 Data 0.001 top1 42.969 ( 39.696) top5 17.188 ( 15.604) | Test: [6][38/198] Time 0.723 Data 0.001 top1 32.031 ( 39.494) top5 15.625 ( 15.604) | Test: [6][39/198] Time 0.719 Data 0.001 top1 41.406 ( 39.543) top5 21.094 ( 15.745) | Test: [6][40/198] Time 0.729 Data 0.001 top1 43.750 ( 39.648) top5 17.969 ( 15.801) | Test: [6][41/198] Time 0.720 Data 0.001 top1 44.531 ( 39.768) top5 20.312 ( 15.911) | Test: [6][42/198] Time 0.720 Data 0.001 top1 42.188 ( 39.825) top5 13.281 ( 15.848) | Test: [6][43/198] Time 0.718 Data 0.002 top1 39.062 ( 39.807) top5 15.625 ( 15.843) | Test: [6][44/198] Time 0.720 Data 0.001 top1 39.062 ( 39.790) top5 17.188 ( 15.874) | Test: [6][45/198] Time 0.718 Data 0.001 top1 42.188 ( 39.844) top5 17.969 ( 15.920) | Test: [6][46/198] Time 0.721 Data 0.001 top1 46.875 ( 39.997) top5 19.531 ( 15.999) | Test: [6][47/198] Time 0.731 Data 0.001 top1 37.500 ( 39.943) top5 11.719 ( 15.908) | Test: [6][48/198] Time 0.715 Data 0.001 top1 50.000 ( 40.153) top5 18.750 ( 15.967) | Test: [6][49/198] Time 0.720 Data 0.001 top1 35.156 ( 40.051) top5 14.844 ( 15.944) | Test: [6][50/198] Time 0.720 Data 0.001 top1 42.969 ( 40.109) top5 16.406 ( 15.953) | Test: [6][51/198] Time 0.726 Data 0.003 top1 47.656 ( 40.257) top5 18.750 ( 16.008) | Test: [6][52/198] Time 0.733 Data 0.001 top1 35.938 ( 40.174) top5 13.281 ( 15.956) | Test: [6][53/198] Time 0.725 Data 0.002 top1 35.938 ( 40.094) top5 11.719 ( 15.876) | Test: [6][54/198] Time 0.730 Data 0.001 top1 30.469 ( 39.916) top5 14.062 ( 15.842) | Test: [6][55/198] Time 0.733 Data 0.001 top1 36.719 ( 39.858) top5 15.625 ( 15.838) | Test: [6][56/198] Time 0.747 Data 0.001 top1 40.625 ( 39.872) top5 13.281 ( 15.792) | Test: [6][57/198] Time 0.721 Data 0.001 top1 39.062 ( 39.857) top5 19.531 ( 15.858) | Test: [6][58/198] Time 0.748 Data 0.001 top1 41.406 ( 39.884) top5 17.188 ( 15.881) | Test: [6][59/198] Time 0.723 Data 0.001 top1 39.062 ( 39.870) top5 11.719 ( 15.810) | Test: [6][60/198] Time 0.718 Data 0.001 top1 32.031 ( 39.740) top5 15.625 ( 15.807) | Test: [6][61/198] Time 0.717 Data 0.001 top1 40.625 ( 39.754) top5 15.625 ( 15.804) | Test: [6][62/198] Time 0.718 Data 0.001 top1 40.625 ( 39.768) top5 17.188 ( 15.827) | Test: [6][63/198] Time 0.727 Data 0.002 top1 44.531 ( 39.844) top5 16.406 ( 15.836) | Test: [6][64/198] Time 0.727 Data 0.001 top1 33.594 ( 39.746) top5 10.938 ( 15.759) | Test: [6][65/198] Time 0.719 Data 0.001 top1 44.531 ( 39.820) top5 19.531 ( 15.817) | Test: [6][66/198] Time 0.724 Data 0.001 top1 37.500 ( 39.785) top5 14.062 ( 15.791) | Test: [6][67/198] Time 0.721 Data 0.001 top1 39.844 ( 39.785) top5 12.500 ( 15.742) | Test: [6][68/198] Time 0.722 Data 0.001 top1 42.188 ( 39.821) top5 15.625 ( 15.740) | Test: [6][69/198] Time 0.723 Data 0.001 top1 47.656 ( 39.934) top5 18.750 ( 15.784) | Test: [6][70/198] Time 0.721 Data 0.001 top1 49.219 ( 40.067) top5 19.531 ( 15.837) | Test: [6][71/198] Time 0.719 Data 0.001 top1 37.500 ( 40.031) top5 16.406 ( 15.845) | Test: [6][72/198] Time 0.719 Data 0.000 top1 33.594 ( 39.941) top5 12.500 ( 15.799) | Test: [6][73/198] Time 0.720 Data 0.002 top1 36.719 ( 39.897) top5 13.281 ( 15.764) | Test: [6][74/198] Time 0.714 Data 0.001 top1 40.625 ( 39.907) top5 16.406 ( 15.773) | Test: [6][75/198] Time 0.731 Data 0.001 top1 45.312 ( 39.979) top5 17.188 ( 15.792) | Test: [6][76/198] Time 0.727 Data 0.001 top1 34.375 ( 39.905) top5 17.188 ( 15.810) | Test: [6][77/198] Time 0.724 Data 0.001 top1 44.531 ( 39.966) top5 13.281 ( 15.777) | Test: [6][78/198] Time 0.730 Data 0.001 top1 42.188 ( 39.994) top5 12.500 ( 15.735) | Test: [6][79/198] Time 0.762 Data 0.001 top1 48.438 ( 40.101) top5 19.531 ( 15.783) | Test: [6][80/198] Time 0.734 Data 0.001 top1 39.062 ( 40.088) top5 17.969 ( 15.811) | Test: [6][81/198] Time 0.716 Data 0.001 top1 43.750 ( 40.133) top5 17.969 ( 15.837) | Test: [6][82/198] Time 0.731 Data 0.001 top1 43.750 ( 40.177) top5 16.406 ( 15.844) | Test: [6][83/198] Time 0.723 Data 0.001 top1 32.812 ( 40.088) top5 15.625 ( 15.841) | Test: [6][84/198] Time 0.714 Data 0.001 top1 39.062 ( 40.076) top5 12.500 ( 15.802) | Test: [6][85/198] Time 0.716 Data 0.001 top1 42.969 ( 40.110) top5 14.062 ( 15.781) | Test: [6][86/198] Time 0.729 Data 0.001 top1 43.750 ( 40.153) top5 15.625 ( 15.779) | Test: [6][87/198] Time 0.724 Data 0.001 top1 42.188 ( 40.176) top5 14.844 ( 15.769) | Test: [6][88/198] Time 0.726 Data 0.001 top1 36.719 ( 40.137) top5 15.625 ( 15.767) | Test: [6][89/198] Time 0.734 Data 0.004 top1 35.156 ( 40.081) top5 11.719 ( 15.722) | Test: [6][90/198] Time 0.726 Data 0.001 top1 45.312 ( 40.139) top5 23.438 ( 15.807) | Test: [6][91/198] Time 0.721 Data 0.001 top1 34.375 ( 40.076) top5 14.062 ( 15.788) | Test: [6][92/198] Time 0.720 Data 0.001 top1 39.062 ( 40.065) top5 10.938 ( 15.735) | Test: [6][93/198] Time 0.717 Data 0.001 top1 44.531 ( 40.113) top5 16.406 ( 15.743) | Test: [6][94/198] Time 0.718 Data 0.001 top1 45.312 ( 40.168) top5 20.312 ( 15.791) | Test: [6][95/198] Time 0.714 Data 0.001 top1 39.844 ( 40.164) top5 14.062 ( 15.773) | Test: [6][96/198] Time 0.721 Data 0.001 top1 43.750 ( 40.202) top5 17.969 ( 15.796) | Test: [6][97/198] Time 0.729 Data 0.001 top1 42.188 ( 40.222) top5 21.875 ( 15.859) | Test: [6][98/198] Time 0.720 Data 0.001 top1 45.312 ( 40.274) top5 17.969 ( 15.880) | Test: [6][99/198] Time 0.720 Data 0.001 top1 45.312 ( 40.325) top5 17.969 ( 15.901) | Test: [6][100/198] Time 0.720 Data 0.001 top1 38.281 ( 40.305) top5 12.500 ( 15.867) | Test: [6][101/198] Time 0.725 Data 0.000 top1 43.750 ( 40.339) top5 21.094 ( 15.919) | Test: [6][102/198] Time 0.716 Data 0.001 top1 44.531 ( 40.380) top5 15.625 ( 15.916) | Test: [6][103/198] Time 0.728 Data 0.001 top1 35.938 ( 40.337) top5 14.844 ( 15.906) | Test: [6][104/198] Time 0.721 Data 0.001 top1 43.750 ( 40.370) top5 19.531 ( 15.941) | Test: [6][105/198] Time 0.718 Data 0.001 top1 39.062 ( 40.357) top5 19.531 ( 15.975) | Test: [6][106/198] Time 0.722 Data 0.001 top1 32.812 ( 40.286) top5 10.156 ( 15.920) | Test: [6][107/198] Time 0.732 Data 0.001 top1 38.281 ( 40.267) top5 16.406 ( 15.924) | Test: [6][108/198] Time 0.726 Data 0.001 top1 33.594 ( 40.205) top5 15.625 ( 15.922) | Test: [6][109/198] Time 0.734 Data 0.001 top1 38.281 ( 40.188) top5 12.500 ( 15.890) | Test: [6][110/198] Time 0.734 Data 0.001 top1 45.312 ( 40.234) top5 15.625 ( 15.888) | Test: [6][111/198] Time 0.727 Data 0.001 top1 35.156 ( 40.189) top5 15.625 ( 15.885) | Test: [6][112/198] Time 0.735 Data 0.001 top1 36.719 ( 40.158) top5 14.844 ( 15.876) | Test: [6][113/198] Time 0.733 Data 0.001 top1 41.406 ( 40.169) top5 15.625 ( 15.874) | Test: [6][114/198] Time 0.738 Data 0.001 top1 40.625 ( 40.173) top5 13.281 ( 15.851) | Test: [6][115/198] Time 0.722 Data 0.001 top1 40.625 ( 40.177) top5 16.406 ( 15.856) | Test: [6][116/198] Time 0.716 Data 0.001 top1 45.312 ( 40.221) top5 16.406 ( 15.861) | Test: [6][117/198] Time 0.721 Data 0.001 top1 39.844 ( 40.218) top5 15.625 ( 15.859) | Test: [6][118/198] Time 0.713 Data 0.001 top1 36.719 ( 40.188) top5 9.375 ( 15.804) | Test: [6][119/198] Time 0.717 Data 0.001 top1 46.875 ( 40.244) top5 14.844 ( 15.796) | Test: [6][120/198] Time 0.720 Data 0.001 top1 33.594 ( 40.189) top5 13.281 ( 15.775) | Test: [6][121/198] Time 0.720 Data 0.001 top1 44.531 ( 40.225) top5 15.625 ( 15.774) | Test: [6][122/198] Time 0.715 Data 0.001 top1 44.531 ( 40.260) top5 17.969 ( 15.791) | Test: [6][123/198] Time 0.717 Data 0.001 top1 42.969 ( 40.282) top5 22.656 ( 15.847) | Test: [6][124/198] Time 0.722 Data 0.001 top1 34.375 ( 40.234) top5 7.812 ( 15.783) | Test: [6][125/198] Time 0.720 Data 0.001 top1 37.500 ( 40.212) top5 13.281 ( 15.762) | Test: [6][126/198] Time 0.719 Data 0.001 top1 35.938 ( 40.179) top5 16.406 ( 15.768) | Test: [6][127/198] Time 0.717 Data 0.001 top1 35.938 ( 40.145) top5 14.844 ( 15.760) | Test: [6][128/198] Time 0.725 Data 0.001 top1 41.406 ( 40.155) top5 16.406 ( 15.765) | Test: [6][129/198] Time 0.719 Data 0.001 top1 53.906 ( 40.262) top5 25.781 ( 15.843) | Test: [6][130/198] Time 0.725 Data 0.001 top1 41.406 ( 40.270) top5 10.156 ( 15.799) | Test: [6][131/198] Time 0.725 Data 0.001 top1 42.188 ( 40.285) top5 10.938 ( 15.762) | Test: [6][132/198] Time 0.735 Data 0.001 top1 36.719 ( 40.258) top5 14.844 ( 15.755) | Test: [6][133/198] Time 0.724 Data 0.001 top1 34.375 ( 40.214) top5 10.938 ( 15.719) | Test: [6][134/198] Time 0.725 Data 0.001 top1 37.500 ( 40.194) top5 9.375 ( 15.672) | Test: [6][135/198] Time 0.726 Data 0.001 top1 41.406 ( 40.203) top5 19.531 ( 15.700) | Test: [6][136/198] Time 0.725 Data 0.001 top1 41.406 ( 40.211) top5 16.406 ( 15.705) | Test: [6][137/198] Time 0.730 Data 0.001 top1 33.594 ( 40.163) top5 13.281 ( 15.688) | Test: [6][138/198] Time 0.730 Data 0.001 top1 43.750 ( 40.189) top5 17.969 ( 15.704) | Test: [6][139/198] Time 0.753 Data 0.001 top1 46.875 ( 40.237) top5 20.312 ( 15.737) | Test: [6][140/198] Time 0.730 Data 0.001 top1 41.406 ( 40.246) top5 17.188 ( 15.748) | Test: [6][141/198] Time 0.747 Data 0.001 top1 38.281 ( 40.232) top5 19.531 ( 15.775) | Test: [6][142/198] Time 0.725 Data 0.001 top1 34.375 ( 40.190) top5 11.719 ( 15.746) | Test: [6][143/198] Time 0.721 Data 0.001 top1 36.719 ( 40.166) top5 15.625 ( 15.745) | Test: [6][144/198] Time 0.720 Data 0.001 top1 38.281 ( 40.153) top5 16.406 ( 15.750) | Test: [6][145/198] Time 0.718 Data 0.001 top1 42.188 ( 40.167) top5 19.531 ( 15.776) | Test: [6][146/198] Time 0.711 Data 0.001 top1 39.062 ( 40.159) top5 14.844 ( 15.769) | Test: [6][147/198] Time 0.717 Data 0.001 top1 36.719 ( 40.136) top5 10.156 ( 15.731) | Test: [6][148/198] Time 0.717 Data 0.001 top1 42.188 ( 40.150) top5 13.281 ( 15.715) | Test: [6][149/198] Time 0.715 Data 0.001 top1 38.281 ( 40.137) top5 12.500 ( 15.693) | Test: [6][150/198] Time 0.723 Data 0.001 top1 36.719 ( 40.115) top5 11.719 ( 15.667) | Test: [6][151/198] Time 0.724 Data 0.001 top1 40.625 ( 40.118) top5 16.406 ( 15.672) | Test: [6][152/198] Time 0.727 Data 0.001 top1 42.969 ( 40.137) top5 22.656 ( 15.718) | Test: [6][153/198] Time 0.719 Data 0.001 top1 33.594 ( 40.094) top5 14.062 ( 15.707) | Test: [6][154/198] Time 0.718 Data 0.001 top1 40.625 ( 40.097) top5 14.844 ( 15.701) | Test: [6][155/198] Time 0.718 Data 0.001 top1 43.750 ( 40.121) top5 18.750 ( 15.721) | Test: [6][156/198] Time 0.713 Data 0.000 top1 35.156 ( 40.089) top5 10.156 ( 15.685) | Test: [6][157/198] Time 0.713 Data 0.000 top1 42.188 ( 40.103) top5 18.750 ( 15.705) | Test: [6][158/198] Time 0.714 Data 0.001 top1 39.844 ( 40.101) top5 13.281 ( 15.689) | Test: [6][159/198] Time 0.717 Data 0.001 top1 39.844 ( 40.099) top5 11.719 ( 15.664) | Test: [6][160/198] Time 0.741 Data 0.001 top1 39.062 ( 40.093) top5 16.406 ( 15.669) | Test: [6][161/198] Time 0.728 Data 0.002 top1 45.312 ( 40.125) top5 18.750 ( 15.688) | Test: [6][162/198] Time 0.732 Data 0.001 top1 42.188 ( 40.138) top5 17.188 ( 15.697) | Test: [6][163/198] Time 0.724 Data 0.001 top1 39.062 ( 40.131) top5 12.500 ( 15.678) | Test: [6][164/198] Time 0.755 Data 0.001 top1 32.812 ( 40.087) top5 17.188 ( 15.687) | Test: [6][165/198] Time 0.732 Data 0.001 top1 41.406 ( 40.095) top5 17.188 ( 15.696) | Test: [6][166/198] Time 0.720 Data 0.001 top1 47.656 ( 40.140) top5 21.094 ( 15.729) | Test: [6][167/198] Time 0.718 Data 0.001 top1 40.625 ( 40.143) top5 14.844 ( 15.723) | Test: [6][168/198] Time 0.715 Data 0.001 top1 42.969 ( 40.160) top5 19.531 ( 15.746) | Test: [6][169/198] Time 0.716 Data 0.001 top1 35.156 ( 40.130) top5 14.844 ( 15.741) | Test: [6][170/198] Time 0.726 Data 0.001 top1 40.625 ( 40.133) top5 7.812 ( 15.694) | Test: [6][171/198] Time 0.795 Data 0.001 top1 38.281 ( 40.122) top5 17.969 ( 15.707) | Test: [6][172/198] Time 0.719 Data 0.001 top1 42.969 ( 40.139) top5 20.312 ( 15.734) | Test: [6][173/198] Time 0.725 Data 0.001 top1 31.250 ( 40.088) top5 10.156 ( 15.702) | Test: [6][174/198] Time 0.717 Data 0.001 top1 34.375 ( 40.055) top5 14.062 ( 15.692) | Test: [6][175/198] Time 0.724 Data 0.000 top1 38.281 ( 40.045) top5 8.594 ( 15.652) | Test: [6][176/198] Time 0.721 Data 0.001 top1 42.969 ( 40.061) top5 18.750 ( 15.669) | Test: [6][177/198] Time 0.723 Data 0.001 top1 34.375 ( 40.029) top5 13.281 ( 15.656) | Test: [6][178/198] Time 0.718 Data 0.001 top1 44.531 ( 40.054) top5 19.531 ( 15.678) | Test: [6][179/198] Time 0.717 Data 0.001 top1 32.031 ( 40.010) top5 11.719 ( 15.656) | Test: [6][180/198] Time 0.714 Data 0.001 top1 38.281 ( 40.000) top5 9.375 ( 15.621) | Test: [6][181/198] Time 0.718 Data 0.001 top1 45.312 ( 40.029) top5 17.969 ( 15.634) | Test: [6][182/198] Time 0.718 Data 0.001 top1 45.312 ( 40.058) top5 17.188 ( 15.642) | Test: [6][183/198] Time 0.723 Data 0.001 top1 37.500 ( 40.044) top5 15.625 ( 15.642) | Test: [6][184/198] Time 0.718 Data 0.001 top1 37.500 ( 40.031) top5 12.500 ( 15.625) | Test: [6][185/198] Time 0.717 Data 0.001 top1 43.750 ( 40.051) top5 21.094 ( 15.655) | Test: [6][186/198] Time 0.722 Data 0.001 top1 35.938 ( 40.029) top5 18.750 ( 15.671) | Test: [6][187/198] Time 0.719 Data 0.001 top1 46.094 ( 40.061) top5 16.406 ( 15.675) | Test: [6][188/198] Time 0.722 Data 0.000 top1 39.062 ( 40.056) top5 14.844 ( 15.671) | Test: [6][189/198] Time 0.718 Data 0.000 top1 39.062 ( 40.050) top5 9.375 ( 15.637) | Test: [6][190/198] Time 0.724 Data 0.000 top1 30.469 ( 40.000) top5 14.062 ( 15.629) | Test: [6][191/198] Time 0.715 Data 0.000 top1 47.656 ( 40.040) top5 15.625 ( 15.629) | Test: [6][192/198] Time 0.721 Data 0.000 top1 37.500 ( 40.027) top5 11.719 ( 15.609) | Test: [6][193/198] Time 0.714 Data 0.000 top1 39.062 ( 40.022) top5 17.969 ( 15.621) | Test: [6][194/198] Time 0.714 Data 0.000 top1 37.500 ( 40.009) top5 10.938 ( 15.597) | Test: [6][195/198] Time 0.734 Data 0.000 top1 38.281 ( 40.000) top5 14.844 ( 15.593) | Test: [6][196/198] Time 0.254 Data 0.000 top1 50.000 ( 40.051) top5 17.647 ( 15.603) | Test: [6][197/198] Time 0.748 Data 0.000 top1 42.188 ( 40.062) top5 15.625 ( 15.604) | Test: [6][198/198] Time 0.725 Data 0.000 top1 38.281 ( 40.053) top5 15.625 ( 15.604) * Finished epoch # 6 top1: 40.053 top5: 15.604 * Best model 40.052872474747 15.603646761735 Epoch 7 => Training epoch # 7 | Epoch: [7][1/553] Time 4.967 Data 2.475 Err 1.1180 top1 30.469 top5 10.938 | Epoch: [7][2/553] Time 2.439 Data 0.001 Err 1.0689 top1 32.031 top5 7.812 | Epoch: [7][3/553] Time 2.453 Data 0.001 Err 1.0161 top1 25.000 top5 8.594 | Epoch: [7][4/553] Time 2.434 Data 0.001 Err 1.0900 top1 25.000 top5 10.938 | Epoch: [7][5/553] Time 2.444 Data 0.001 Err 1.3590 top1 36.719 top5 12.500 | Epoch: [7][6/553] Time 2.430 Data 0.001 Err 1.1014 top1 30.469 top5 7.812 | Epoch: [7][7/553] Time 2.424 Data 0.001 Err 1.4147 top1 35.938 top5 15.625 | Epoch: [7][8/553] Time 2.432 Data 0.001 Err 1.3099 top1 33.594 top5 10.938 | Epoch: [7][9/553] Time 2.484 Data 0.001 Err 0.9138 top1 27.344 top5 6.250 | Epoch: [7][10/553] Time 2.465 Data 0.001 Err 1.1113 top1 28.906 top5 11.719 | Epoch: [7][11/553] Time 2.451 Data 0.001 Err 1.3829 top1 33.594 top5 15.625 | Epoch: [7][12/553] Time 2.452 Data 0.001 Err 1.1020 top1 28.906 top5 10.938 | Epoch: [7][13/553] Time 2.464 Data 0.000 Err 1.1791 top1 27.344 top5 9.375 | Epoch: [7][14/553] Time 2.437 Data 0.001 Err 1.1205 top1 29.688 top5 10.938 | Epoch: [7][15/553] Time 2.442 Data 0.001 Err 1.1197 top1 28.906 top5 10.938 | Epoch: [7][16/553] Time 2.476 Data 0.001 Err 1.0606 top1 25.000 top5 9.375 | Epoch: [7][17/553] Time 2.432 Data 0.001 Err 0.9838 top1 32.812 top5 7.031 | Epoch: [7][18/553] Time 2.442 Data 0.001 Err 1.3133 top1 31.250 top5 15.625 | Epoch: [7][19/553] Time 2.456 Data 0.000 Err 1.1436 top1 26.562 top5 10.938 | Epoch: [7][20/553] Time 2.455 Data 0.001 Err 1.3340 top1 33.594 top5 14.062 | Epoch: [7][21/553] Time 2.456 Data 0.001 Err 1.2244 top1 31.250 top5 12.500 | Epoch: [7][22/553] Time 2.433 Data 0.001 Err 0.9022 top1 26.562 top5 6.250 | Epoch: [7][23/553] Time 2.457 Data 0.001 Err 0.9735 top1 28.125 top5 7.812 | Epoch: [7][24/553] Time 2.471 Data 0.001 Err 1.1345 top1 26.562 top5 13.281 | Epoch: [7][25/553] Time 2.441 Data 0.001 Err 1.2751 top1 32.031 top5 15.625 | Epoch: [7][26/553] Time 2.441 Data 0.001 Err 1.0745 top1 24.219 top5 12.500 | Epoch: [7][27/553] Time 2.444 Data 0.001 Err 1.1284 top1 27.344 top5 10.156 | Epoch: [7][28/553] Time 2.512 Data 0.001 Err 1.0758 top1 28.125 top5 7.812 | Epoch: [7][29/553] Time 2.481 Data 0.001 Err 1.0706 top1 28.906 top5 12.500 | Epoch: [7][30/553] Time 2.449 Data 0.001 Err 1.1032 top1 32.812 top5 8.594 | Epoch: [7][31/553] Time 2.435 Data 0.001 Err 1.0466 top1 26.562 top5 9.375 | Epoch: [7][32/553] Time 2.478 Data 0.001 Err 1.1057 top1 32.031 top5 6.250 | Epoch: [7][33/553] Time 2.451 Data 0.001 Err 0.9766 top1 25.000 top5 9.375 | Epoch: [7][34/553] Time 2.439 Data 0.001 Err 1.2945 top1 36.719 top5 15.625 | Epoch: [7][35/553] Time 2.439 Data 0.001 Err 1.0373 top1 25.000 top5 7.812 | Epoch: [7][36/553] Time 2.439 Data 0.003 Err 1.2510 top1 32.812 top5 11.719 | Epoch: [7][37/553] Time 2.457 Data 0.001 Err 1.2263 top1 28.906 top5 10.156 | Epoch: [7][38/553] Time 2.449 Data 0.000 Err 1.3710 top1 32.031 top5 14.062 | Epoch: [7][39/553] Time 2.449 Data 0.001 Err 0.9915 top1 25.781 top5 11.719 | Epoch: [7][40/553] Time 2.463 Data 0.001 Err 1.0153 top1 28.906 top5 10.156 | Epoch: [7][41/553] Time 2.491 Data 0.001 Err 1.3453 top1 39.062 top5 12.500 | Epoch: [7][42/553] Time 2.441 Data 0.001 Err 0.9553 top1 26.562 top5 5.469 | Epoch: [7][43/553] Time 2.448 Data 0.000 Err 1.0917 top1 32.031 top5 8.594 | Epoch: [7][44/553] Time 2.476 Data 0.001 Err 1.0867 top1 30.469 top5 11.719 | Epoch: [7][45/553] Time 2.493 Data 0.001 Err 1.4281 top1 37.500 top5 15.625 | Epoch: [7][46/553] Time 2.484 Data 0.001 Err 1.0299 top1 32.812 top5 7.812 | Epoch: [7][47/553] Time 2.439 Data 0.001 Err 1.2009 top1 30.469 top5 12.500 | Epoch: [7][48/553] Time 2.470 Data 0.001 Err 0.8752 top1 25.000 top5 9.375 | Epoch: [7][49/553] Time 2.510 Data 0.001 Err 1.1048 top1 30.469 top5 9.375 | Epoch: [7][50/553] Time 2.436 Data 0.001 Err 1.0693 top1 28.906 top5 10.156 | Epoch: [7][51/553] Time 2.438 Data 0.001 Err 1.3207 top1 32.031 top5 12.500 | Epoch: [7][52/553] Time 2.448 Data 0.001 Err 1.3094 top1 31.250 top5 11.719 | Epoch: [7][53/553] Time 2.481 Data 0.001 Err 1.2065 top1 31.250 top5 7.031 | Epoch: [7][54/553] Time 2.517 Data 0.001 Err 1.2154 top1 33.594 top5 13.281 | Epoch: [7][55/553] Time 2.478 Data 0.001 Err 1.4432 top1 35.156 top5 17.969 | Epoch: [7][56/553] Time 2.436 Data 0.001 Err 1.0446 top1 27.344 top5 10.156 | Epoch: [7][57/553] Time 2.457 Data 0.004 Err 1.0785 top1 28.906 top5 10.156 | Epoch: [7][58/553] Time 2.474 Data 0.001 Err 0.9572 top1 21.875 top5 10.938 | Epoch: [7][59/553] Time 2.446 Data 0.001 Err 1.1288 top1 30.469 top5 10.156 | Epoch: [7][60/553] Time 2.465 Data 0.001 Err 0.8424 top1 21.094 top5 7.031 | Epoch: [7][61/553] Time 2.478 Data 0.001 Err 1.1361 top1 31.250 top5 11.719 | Epoch: [7][62/553] Time 2.445 Data 0.001 Err 1.3322 top1 35.156 top5 14.062 | Epoch: [7][63/553] Time 2.484 Data 0.001 Err 1.0701 top1 27.344 top5 8.594 | Epoch: [7][64/553] Time 2.467 Data 0.001 Err 1.4053 top1 36.719 top5 12.500 | Epoch: [7][65/553] Time 2.480 Data 0.001 Err 1.3871 top1 40.625 top5 9.375 | Epoch: [7][66/553] Time 2.461 Data 0.001 Err 1.7253 top1 39.062 top5 21.094 | Epoch: [7][67/553] Time 2.455 Data 0.001 Err 1.0467 top1 28.906 top5 8.594 | Epoch: [7][68/553] Time 2.457 Data 0.001 Err 0.9401 top1 25.000 top5 7.812 | Epoch: [7][69/553] Time 2.473 Data 0.001 Err 0.9848 top1 24.219 top5 7.812 | Epoch: [7][70/553] Time 2.440 Data 0.001 Err 1.1770 top1 33.594 top5 7.812 | Epoch: [7][71/553] Time 2.449 Data 0.001 Err 1.2996 top1 29.688 top5 13.281 | Epoch: [7][72/553] Time 2.440 Data 0.001 Err 1.3627 top1 31.250 top5 12.500 | Epoch: [7][73/553] Time 2.439 Data 0.001 Err 1.0274 top1 28.125 top5 10.156 | Epoch: [7][74/553] Time 2.439 Data 0.001 Err 1.2290 top1 34.375 top5 10.156 | Epoch: [7][75/553] Time 2.439 Data 0.001 Err 1.2996 top1 32.812 top5 14.844 | Epoch: [7][76/553] Time 2.456 Data 0.003 Err 1.1679 top1 28.906 top5 14.062 | Epoch: [7][77/553] Time 2.474 Data 0.001 Err 1.2449 top1 34.375 top5 12.500 | Epoch: [7][78/553] Time 2.455 Data 0.001 Err 1.4944 top1 40.625 top5 17.188 | Epoch: [7][79/553] Time 2.486 Data 0.001 Err 1.3150 top1 33.594 top5 14.844 | Epoch: [7][80/553] Time 2.481 Data 0.001 Err 0.8529 top1 23.438 top5 7.812 | Epoch: [7][81/553] Time 2.476 Data 0.001 Err 1.0655 top1 25.781 top5 12.500 | Epoch: [7][82/553] Time 2.465 Data 0.001 Err 1.2666 top1 28.906 top5 11.719 | Epoch: [7][83/553] Time 2.436 Data 0.001 Err 1.2275 top1 32.031 top5 14.844 | Epoch: [7][84/553] Time 2.451 Data 0.001 Err 1.0444 top1 31.250 top5 8.594 | Epoch: [7][85/553] Time 2.470 Data 0.001 Err 0.9881 top1 24.219 top5 6.250 | Epoch: [7][86/553] Time 2.441 Data 0.001 Err 1.3085 top1 34.375 top5 10.938 | Epoch: [7][87/553] Time 2.497 Data 0.001 Err 1.1727 top1 31.250 top5 11.719 | Epoch: [7][88/553] Time 2.481 Data 0.001 Err 1.1172 top1 30.469 top5 10.156 | Epoch: [7][89/553] Time 2.438 Data 0.001 Err 1.2201 top1 30.469 top5 11.719 | Epoch: [7][90/553] Time 2.447 Data 0.001 Err 1.2673 top1 31.250 top5 16.406 | Epoch: [7][91/553] Time 2.454 Data 0.001 Err 1.0132 top1 23.438 top5 9.375 | Epoch: [7][92/553] Time 2.446 Data 0.001 Err 1.3103 top1 30.469 top5 11.719 | Epoch: [7][93/553] Time 2.470 Data 0.001 Err 1.3411 top1 35.938 top5 14.062 | Epoch: [7][94/553] Time 2.461 Data 0.001 Err 1.0140 top1 27.344 top5 10.156 | Epoch: [7][95/553] Time 2.503 Data 0.003 Err 1.1390 top1 28.125 top5 9.375 | Epoch: [7][96/553] Time 2.446 Data 0.001 Err 0.9965 top1 24.219 top5 8.594 | Epoch: [7][97/553] Time 2.514 Data 0.001 Err 1.3635 top1 33.594 top5 15.625 | Epoch: [7][98/553] Time 2.459 Data 0.001 Err 1.0891 top1 31.250 top5 11.719 | Epoch: [7][99/553] Time 2.443 Data 0.001 Err 1.3668 top1 35.156 top5 16.406 | Epoch: [7][100/553] Time 2.445 Data 0.001 Err 0.9550 top1 28.125 top5 7.031 | Epoch: [7][101/553] Time 2.479 Data 0.001 Err 1.1490 top1 31.250 top5 12.500 | Epoch: [7][102/553] Time 2.439 Data 0.001 Err 1.0447 top1 27.344 top5 9.375 | Epoch: [7][103/553] Time 2.444 Data 0.001 Err 1.1316 top1 30.469 top5 10.156 | Epoch: [7][104/553] Time 2.442 Data 0.001 Err 1.1784 top1 34.375 top5 10.156 | Epoch: [7][105/553] Time 2.446 Data 0.001 Err 1.2779 top1 32.812 top5 14.062 | Epoch: [7][106/553] Time 2.460 Data 0.001 Err 1.2460 top1 33.594 top5 12.500 | Epoch: [7][107/553] Time 2.492 Data 0.001 Err 0.9287 top1 25.000 top5 7.031 | Epoch: [7][108/553] Time 2.468 Data 0.000 Err 1.0962 top1 29.688 top5 7.812 | Epoch: [7][109/553] Time 2.447 Data 0.001 Err 0.9985 top1 27.344 top5 10.156 | Epoch: [7][110/553] Time 2.458 Data 0.001 Err 1.1316 top1 29.688 top5 13.281 | Epoch: [7][111/553] Time 2.433 Data 0.001 Err 1.1467 top1 28.125 top5 10.938 | Epoch: [7][112/553] Time 2.445 Data 0.001 Err 0.9487 top1 25.000 top5 6.250 | Epoch: [7][113/553] Time 2.463 Data 0.001 Err 1.1128 top1 28.906 top5 10.938 | Epoch: [7][114/553] Time 2.440 Data 0.003 Err 1.2761 top1 31.250 top5 12.500 | Epoch: [7][115/553] Time 2.444 Data 0.000 Err 1.4493 top1 35.156 top5 16.406 | Epoch: [7][116/553] Time 2.457 Data 0.001 Err 1.2217 top1 31.250 top5 10.156 | Epoch: [7][117/553] Time 2.449 Data 0.001 Err 1.3849 top1 38.281 top5 12.500 | Epoch: [7][118/553] Time 2.438 Data 0.001 Err 1.2835 top1 32.031 top5 7.812 | Epoch: [7][119/553] Time 2.460 Data 0.001 Err 1.0189 top1 27.344 top5 10.938 | Epoch: [7][120/553] Time 2.442 Data 0.001 Err 1.1947 top1 27.344 top5 13.281 | Epoch: [7][121/553] Time 2.463 Data 0.001 Err 1.1582 top1 27.344 top5 10.938 | Epoch: [7][122/553] Time 2.446 Data 0.001 Err 1.0157 top1 26.562 top5 7.031 | Epoch: [7][123/553] Time 2.446 Data 0.001 Err 1.1291 top1 29.688 top5 10.156 | Epoch: [7][124/553] Time 2.453 Data 0.001 Err 1.2055 top1 32.812 top5 10.156 | Epoch: [7][125/553] Time 2.446 Data 0.000 Err 0.9356 top1 24.219 top5 8.594 | Epoch: [7][126/553] Time 2.459 Data 0.001 Err 1.2049 top1 32.031 top5 14.844 | Epoch: [7][127/553] Time 2.443 Data 0.001 Err 1.1538 top1 28.906 top5 11.719 | Epoch: [7][128/553] Time 2.448 Data 0.001 Err 1.1852 top1 34.375 top5 10.156 | Epoch: [7][129/553] Time 2.503 Data 0.001 Err 1.3121 top1 32.031 top5 12.500 | Epoch: [7][130/553] Time 2.476 Data 0.001 Err 1.3762 top1 33.594 top5 17.969 | Epoch: [7][131/553] Time 2.448 Data 0.001 Err 1.2468 top1 28.906 top5 11.719 | Epoch: [7][132/553] Time 2.440 Data 0.001 Err 1.1924 top1 32.031 top5 12.500 | Epoch: [7][133/553] Time 2.439 Data 0.004 Err 1.0774 top1 32.812 top5 10.156 | Epoch: [7][134/553] Time 2.505 Data 0.001 Err 1.2862 top1 35.938 top5 15.625 | Epoch: [7][135/553] Time 2.496 Data 0.001 Err 1.0034 top1 25.781 top5 8.594 | Epoch: [7][136/553] Time 2.452 Data 0.001 Err 1.2787 top1 33.594 top5 14.062 | Epoch: [7][137/553] Time 2.439 Data 0.001 Err 1.1596 top1 33.594 top5 13.281 | Epoch: [7][138/553] Time 2.449 Data 0.001 Err 1.1471 top1 30.469 top5 11.719 | Epoch: [7][139/553] Time 2.467 Data 0.001 Err 1.4146 top1 33.594 top5 14.062 | Epoch: [7][140/553] Time 2.481 Data 0.001 Err 1.0640 top1 28.906 top5 9.375 | Epoch: [7][141/553] Time 2.483 Data 0.001 Err 1.0130 top1 25.781 top5 7.031 | Epoch: [7][142/553] Time 2.448 Data 0.001 Err 1.2495 top1 33.594 top5 10.938 | Epoch: [7][143/553] Time 2.472 Data 0.001 Err 0.9190 top1 25.781 top5 7.812 | Epoch: [7][144/553] Time 2.442 Data 0.001 Err 1.4901 top1 39.062 top5 14.844 | Epoch: [7][145/553] Time 2.436 Data 0.001 Err 0.7875 top1 21.875 top5 6.250 | Epoch: [7][146/553] Time 2.450 Data 0.001 Err 1.0796 top1 29.688 top5 11.719 | Epoch: [7][147/553] Time 2.450 Data 0.001 Err 1.1274 top1 31.250 top5 9.375 | Epoch: [7][148/553] Time 2.453 Data 0.001 Err 0.9499 top1 26.562 top5 8.594 | Epoch: [7][149/553] Time 2.492 Data 0.001 Err 0.9879 top1 30.469 top5 6.250 | Epoch: [7][150/553] Time 2.485 Data 0.001 Err 0.9776 top1 25.781 top5 8.594 | Epoch: [7][151/553] Time 2.478 Data 0.001 Err 1.4622 top1 39.062 top5 14.844 | Epoch: [7][152/553] Time 2.438 Data 0.004 Err 1.2806 top1 33.594 top5 10.156 | Epoch: [7][153/553] Time 2.451 Data 0.000 Err 1.1681 top1 32.031 top5 10.156 | Epoch: [7][154/553] Time 2.450 Data 0.000 Err 1.1276 top1 28.125 top5 11.719 | Epoch: [7][155/553] Time 2.453 Data 0.001 Err 1.1646 top1 28.906 top5 7.812 | Epoch: [7][156/553] Time 2.454 Data 0.001 Err 1.1879 top1 33.594 top5 13.281 | Epoch: [7][157/553] Time 2.502 Data 0.000 Err 1.1763 top1 27.344 top5 10.938 | Epoch: [7][158/553] Time 2.439 Data 0.001 Err 1.1384 top1 30.469 top5 9.375 | Epoch: [7][159/553] Time 2.436 Data 0.001 Err 1.1809 top1 32.031 top5 10.938 | Epoch: [7][160/553] Time 2.474 Data 0.001 Err 1.0779 top1 24.219 top5 8.594 | Epoch: [7][161/553] Time 2.436 Data 0.001 Err 1.2617 top1 33.594 top5 10.156 | Epoch: [7][162/553] Time 2.508 Data 0.001 Err 1.3191 top1 30.469 top5 12.500 | Epoch: [7][163/553] Time 2.464 Data 0.001 Err 1.3204 top1 32.031 top5 12.500 | Epoch: [7][164/553] Time 2.446 Data 0.001 Err 1.0762 top1 29.688 top5 10.938 | Epoch: [7][165/553] Time 2.441 Data 0.001 Err 1.2850 top1 36.719 top5 12.500 | Epoch: [7][166/553] Time 2.472 Data 0.001 Err 1.0608 top1 28.125 top5 9.375 | Epoch: [7][167/553] Time 2.450 Data 0.001 Err 1.2156 top1 31.250 top5 14.062 | Epoch: [7][168/553] Time 2.445 Data 0.001 Err 0.9761 top1 28.125 top5 10.156 | Epoch: [7][169/553] Time 2.446 Data 0.001 Err 1.2882 top1 36.719 top5 14.062 | Epoch: [7][170/553] Time 2.442 Data 0.001 Err 1.2557 top1 33.594 top5 7.812 | Epoch: [7][171/553] Time 2.440 Data 0.004 Err 1.1115 top1 29.688 top5 9.375 | Epoch: [7][172/553] Time 2.469 Data 0.001 Err 1.1023 top1 29.688 top5 12.500 | Epoch: [7][173/553] Time 2.434 Data 0.001 Err 1.4227 top1 34.375 top5 13.281 | Epoch: [7][174/553] Time 2.450 Data 0.001 Err 1.1747 top1 31.250 top5 11.719 | Epoch: [7][175/553] Time 2.463 Data 0.001 Err 1.2160 top1 31.250 top5 12.500 | Epoch: [7][176/553] Time 2.446 Data 0.001 Err 1.2632 top1 32.031 top5 12.500 | Epoch: [7][177/553] Time 2.456 Data 0.001 Err 1.1703 top1 32.812 top5 10.938 | Epoch: [7][178/553] Time 2.465 Data 0.001 Err 1.3777 top1 35.156 top5 10.938 | Epoch: [7][179/553] Time 2.451 Data 0.001 Err 1.1605 top1 30.469 top5 9.375 | Epoch: [7][180/553] Time 2.474 Data 0.001 Err 1.0770 top1 26.562 top5 11.719 | Epoch: [7][181/553] Time 2.499 Data 0.001 Err 1.4063 top1 37.500 top5 13.281 | Epoch: [7][182/553] Time 2.455 Data 0.001 Err 1.2361 top1 25.000 top5 14.062 | Epoch: [7][183/553] Time 2.445 Data 0.001 Err 1.0040 top1 28.125 top5 7.812 | Epoch: [7][184/553] Time 2.464 Data 0.001 Err 1.2935 top1 35.156 top5 11.719 | Epoch: [7][185/553] Time 2.456 Data 0.001 Err 1.0351 top1 25.781 top5 7.031 | Epoch: [7][186/553] Time 2.450 Data 0.001 Err 1.3538 top1 35.156 top5 12.500 | Epoch: [7][187/553] Time 2.511 Data 0.001 Err 1.2842 top1 29.688 top5 13.281 | Epoch: [7][188/553] Time 2.517 Data 0.001 Err 1.1091 top1 28.125 top5 9.375 | Epoch: [7][189/553] Time 2.440 Data 0.001 Err 1.0866 top1 25.000 top5 10.938 | Epoch: [7][190/553] Time 2.442 Data 0.003 Err 1.2236 top1 26.562 top5 12.500 | Epoch: [7][191/553] Time 2.452 Data 0.001 Err 1.5079 top1 39.062 top5 14.062 | Epoch: [7][192/553] Time 2.467 Data 0.001 Err 1.1241 top1 31.250 top5 11.719 | Epoch: [7][193/553] Time 2.459 Data 0.001 Err 1.2362 top1 29.688 top5 14.844 | Epoch: [7][194/553] Time 2.447 Data 0.001 Err 1.4721 top1 39.062 top5 11.719 | Epoch: [7][195/553] Time 2.454 Data 0.001 Err 1.1159 top1 30.469 top5 10.938 | Epoch: [7][196/553] Time 2.479 Data 0.001 Err 1.0186 top1 28.906 top5 8.594 | Epoch: [7][197/553] Time 2.445 Data 0.001 Err 1.0920 top1 27.344 top5 10.156 | Epoch: [7][198/553] Time 2.490 Data 0.001 Err 1.1975 top1 32.031 top5 7.812 | Epoch: [7][199/553] Time 2.440 Data 0.001 Err 1.1513 top1 29.688 top5 12.500 | Epoch: [7][200/553] Time 2.505 Data 0.001 Err 1.1232 top1 26.562 top5 12.500 | Epoch: [7][201/553] Time 2.476 Data 0.001 Err 1.0332 top1 26.562 top5 8.594 | Epoch: [7][202/553] Time 2.456 Data 0.001 Err 1.3250 top1 32.031 top5 13.281 | Epoch: [7][203/553] Time 2.444 Data 0.001 Err 1.0003 top1 26.562 top5 10.156 | Epoch: [7][204/553] Time 2.441 Data 0.001 Err 0.9293 top1 25.781 top5 7.031 | Epoch: [7][205/553] Time 2.453 Data 0.001 Err 1.2878 top1 34.375 top5 10.938 | Epoch: [7][206/553] Time 2.455 Data 0.001 Err 1.3278 top1 31.250 top5 16.406 | Epoch: [7][207/553] Time 2.476 Data 0.001 Err 1.0728 top1 25.000 top5 10.938 | Epoch: [7][208/553] Time 2.504 Data 0.001 Err 1.3892 top1 33.594 top5 12.500 | Epoch: [7][209/553] Time 2.431 Data 0.002 Err 1.0731 top1 30.469 top5 8.594 | Epoch: [7][210/553] Time 2.441 Data 0.001 Err 1.1187 top1 28.125 top5 13.281 | Epoch: [7][211/553] Time 2.506 Data 0.001 Err 1.3318 top1 35.156 top5 13.281 | Epoch: [7][212/553] Time 2.474 Data 0.001 Err 1.1669 top1 35.156 top5 6.250 | Epoch: [7][213/553] Time 2.488 Data 0.001 Err 1.1490 top1 34.375 top5 10.938 | Epoch: [7][214/553] Time 2.468 Data 0.001 Err 1.3210 top1 31.250 top5 13.281 | Epoch: [7][215/553] Time 2.442 Data 0.001 Err 1.1316 top1 32.031 top5 8.594 | Epoch: [7][216/553] Time 2.447 Data 0.001 Err 1.2083 top1 35.156 top5 12.500 | Epoch: [7][217/553] Time 2.437 Data 0.001 Err 1.1356 top1 32.031 top5 11.719 | Epoch: [7][218/553] Time 2.473 Data 0.001 Err 1.3118 top1 32.031 top5 10.938 | Epoch: [7][219/553] Time 2.481 Data 0.001 Err 1.2107 top1 32.031 top5 11.719 | Epoch: [7][220/553] Time 2.445 Data 0.001 Err 1.0511 top1 25.000 top5 10.156 | Epoch: [7][221/553] Time 2.440 Data 0.001 Err 1.2378 top1 28.906 top5 10.156 | Epoch: [7][222/553] Time 2.439 Data 0.001 Err 1.0399 top1 30.469 top5 10.938 | Epoch: [7][223/553] Time 2.470 Data 0.001 Err 1.1620 top1 33.594 top5 9.375 | Epoch: [7][224/553] Time 2.458 Data 0.001 Err 1.2746 top1 36.719 top5 12.500 | Epoch: [7][225/553] Time 2.442 Data 0.001 Err 1.0224 top1 22.656 top5 13.281 | Epoch: [7][226/553] Time 2.491 Data 0.001 Err 1.1052 top1 29.688 top5 9.375 | Epoch: [7][227/553] Time 2.466 Data 0.001 Err 1.0566 top1 29.688 top5 10.156 | Epoch: [7][228/553] Time 2.466 Data 0.003 Err 1.2131 top1 31.250 top5 14.062 | Epoch: [7][229/553] Time 2.472 Data 0.001 Err 1.0281 top1 27.344 top5 10.156 | Epoch: [7][230/553] Time 2.437 Data 0.001 Err 0.9876 top1 28.125 top5 10.938 | Epoch: [7][231/553] Time 2.472 Data 0.001 Err 1.4944 top1 37.500 top5 15.625 | Epoch: [7][232/553] Time 2.438 Data 0.001 Err 1.2918 top1 34.375 top5 13.281 | Epoch: [7][233/553] Time 2.482 Data 0.001 Err 1.3367 top1 34.375 top5 11.719 | Epoch: [7][234/553] Time 2.466 Data 0.001 Err 1.2673 top1 32.812 top5 11.719 | Epoch: [7][235/553] Time 2.469 Data 0.001 Err 1.1078 top1 29.688 top5 7.812 | Epoch: [7][236/553] Time 2.448 Data 0.001 Err 1.3740 top1 32.031 top5 12.500 | Epoch: [7][237/553] Time 2.445 Data 0.001 Err 1.2331 top1 32.812 top5 10.938 | Epoch: [7][238/553] Time 2.439 Data 0.001 Err 1.1734 top1 32.812 top5 12.500 | Epoch: [7][239/553] Time 2.490 Data 0.001 Err 1.0303 top1 23.438 top5 10.156 | Epoch: [7][240/553] Time 2.504 Data 0.001 Err 1.3425 top1 35.156 top5 13.281 | Epoch: [7][241/553] Time 2.444 Data 0.001 Err 1.1013 top1 30.469 top5 9.375 | Epoch: [7][242/553] Time 2.448 Data 0.000 Err 1.2294 top1 36.719 top5 7.031 | Epoch: [7][243/553] Time 2.471 Data 0.001 Err 1.2300 top1 28.906 top5 14.844 | Epoch: [7][244/553] Time 2.445 Data 0.001 Err 1.3623 top1 31.250 top5 16.406 | Epoch: [7][245/553] Time 2.447 Data 0.001 Err 1.1333 top1 28.906 top5 11.719 | Epoch: [7][246/553] Time 2.444 Data 0.001 Err 1.0828 top1 31.250 top5 9.375 | Epoch: [7][247/553] Time 2.469 Data 0.003 Err 1.1497 top1 28.906 top5 11.719 | Epoch: [7][248/553] Time 2.436 Data 0.001 Err 1.2570 top1 29.688 top5 14.062 | Epoch: [7][249/553] Time 2.440 Data 0.001 Err 1.2543 top1 32.031 top5 16.406 | Epoch: [7][250/553] Time 2.433 Data 0.001 Err 1.0891 top1 32.031 top5 12.500 | Epoch: [7][251/553] Time 2.464 Data 0.001 Err 1.3563 top1 31.250 top5 17.188 | Epoch: [7][252/553] Time 2.447 Data 0.001 Err 1.1932 top1 32.031 top5 11.719 | Epoch: [7][253/553] Time 2.466 Data 0.001 Err 1.1733 top1 28.906 top5 9.375 | Epoch: [7][254/553] Time 2.446 Data 0.001 Err 0.9926 top1 30.469 top5 8.594 | Epoch: [7][255/553] Time 2.439 Data 0.001 Err 1.0580 top1 30.469 top5 7.031 | Epoch: [7][256/553] Time 2.438 Data 0.001 Err 1.1586 top1 31.250 top5 11.719 | Epoch: [7][257/553] Time 2.444 Data 0.001 Err 1.2473 top1 25.000 top5 9.375 | Epoch: [7][258/553] Time 2.470 Data 0.001 Err 1.0418 top1 29.688 top5 9.375 | Epoch: [7][259/553] Time 2.455 Data 0.001 Err 1.2520 top1 34.375 top5 12.500 | Epoch: [7][260/553] Time 2.486 Data 0.000 Err 1.1540 top1 28.125 top5 11.719 | Epoch: [7][261/553] Time 2.445 Data 0.001 Err 1.0399 top1 30.469 top5 8.594 | Epoch: [7][262/553] Time 2.486 Data 0.001 Err 0.9475 top1 21.875 top5 7.812 | Epoch: [7][263/553] Time 2.467 Data 0.001 Err 1.0998 top1 26.562 top5 10.938 | Epoch: [7][264/553] Time 2.447 Data 0.001 Err 1.3824 top1 37.500 top5 11.719 | Epoch: [7][265/553] Time 2.438 Data 0.001 Err 0.8823 top1 21.875 top5 7.031 | Epoch: [7][266/553] Time 2.451 Data 0.018 Err 1.3354 top1 35.156 top5 10.156 | Epoch: [7][267/553] Time 2.504 Data 0.001 Err 1.3269 top1 28.906 top5 13.281 | Epoch: [7][268/553] Time 2.456 Data 0.001 Err 1.0178 top1 28.125 top5 9.375 | Epoch: [7][269/553] Time 2.444 Data 0.001 Err 1.3101 top1 38.281 top5 8.594 | Epoch: [7][270/553] Time 2.490 Data 0.001 Err 1.2875 top1 32.812 top5 13.281 | Epoch: [7][271/553] Time 2.461 Data 0.001 Err 1.4503 top1 35.938 top5 14.844 | Epoch: [7][272/553] Time 2.451 Data 0.001 Err 1.2823 top1 35.156 top5 14.062 | Epoch: [7][273/553] Time 2.447 Data 0.001 Err 0.9526 top1 23.438 top5 9.375 | Epoch: [7][274/553] Time 2.453 Data 0.001 Err 1.1787 top1 31.250 top5 9.375 | Epoch: [7][275/553] Time 2.471 Data 0.001 Err 1.0318 top1 26.562 top5 10.156 | Epoch: [7][276/553] Time 2.475 Data 0.001 Err 0.9814 top1 26.562 top5 10.938 | Epoch: [7][277/553] Time 2.471 Data 0.001 Err 1.3166 top1 32.031 top5 14.062 | Epoch: [7][278/553] Time 2.460 Data 0.001 Err 1.3261 top1 33.594 top5 13.281 | Epoch: [7][279/553] Time 2.506 Data 0.000 Err 1.4861 top1 38.281 top5 16.406 | Epoch: [7][280/553] Time 2.476 Data 0.000 Err 1.2225 top1 33.594 top5 12.500 | Epoch: [7][281/553] Time 2.445 Data 0.001 Err 1.1508 top1 30.469 top5 10.938 | Epoch: [7][282/553] Time 2.463 Data 0.001 Err 1.0252 top1 26.562 top5 10.156 | Epoch: [7][283/553] Time 2.447 Data 0.001 Err 0.9905 top1 26.562 top5 10.156 | Epoch: [7][284/553] Time 2.473 Data 0.001 Err 1.3556 top1 33.594 top5 14.062 | Epoch: [7][285/553] Time 2.476 Data 0.002 Err 1.2092 top1 29.688 top5 14.062 | Epoch: [7][286/553] Time 2.459 Data 0.001 Err 1.4873 top1 36.719 top5 14.062 | Epoch: [7][287/553] Time 2.502 Data 0.000 Err 1.1280 top1 27.344 top5 10.938 | Epoch: [7][288/553] Time 2.458 Data 0.000 Err 1.2819 top1 32.031 top5 12.500 | Epoch: [7][289/553] Time 2.437 Data 0.001 Err 1.4457 top1 37.500 top5 13.281 | Epoch: [7][290/553] Time 2.443 Data 0.000 Err 1.0497 top1 28.906 top5 12.500 | Epoch: [7][291/553] Time 2.441 Data 0.001 Err 1.0948 top1 28.906 top5 10.938 | Epoch: [7][292/553] Time 2.453 Data 0.001 Err 1.0534 top1 32.812 top5 8.594 | Epoch: [7][293/553] Time 2.439 Data 0.001 Err 1.0789 top1 29.688 top5 8.594 | Epoch: [7][294/553] Time 2.476 Data 0.001 Err 1.4925 top1 36.719 top5 15.625 | Epoch: [7][295/553] Time 2.448 Data 0.001 Err 1.1835 top1 33.594 top5 7.812 | Epoch: [7][296/553] Time 2.479 Data 0.001 Err 1.4486 top1 35.156 top5 16.406 | Epoch: [7][297/553] Time 2.448 Data 0.001 Err 1.0372 top1 25.781 top5 10.156 | Epoch: [7][298/553] Time 2.447 Data 0.001 Err 1.1544 top1 28.906 top5 11.719 | Epoch: [7][299/553] Time 2.451 Data 0.001 Err 1.1864 top1 30.469 top5 11.719 | Epoch: [7][300/553] Time 2.447 Data 0.001 Err 1.0705 top1 26.562 top5 10.938 | Epoch: [7][301/553] Time 2.438 Data 0.001 Err 1.1686 top1 32.031 top5 8.594 | Epoch: [7][302/553] Time 2.437 Data 0.001 Err 1.1315 top1 29.688 top5 11.719 | Epoch: [7][303/553] Time 2.471 Data 0.001 Err 1.4069 top1 36.719 top5 14.062 | Epoch: [7][304/553] Time 2.447 Data 0.001 Err 1.2218 top1 28.906 top5 13.281 | Epoch: [7][305/553] Time 2.434 Data 0.001 Err 1.0523 top1 25.000 top5 7.031 | Epoch: [7][306/553] Time 2.443 Data 0.001 Err 0.9696 top1 24.219 top5 9.375 | Epoch: [7][307/553] Time 2.472 Data 0.001 Err 1.4210 top1 36.719 top5 14.844 | Epoch: [7][308/553] Time 2.448 Data 0.001 Err 1.5019 top1 35.156 top5 14.844 | Epoch: [7][309/553] Time 2.512 Data 0.001 Err 1.3479 top1 32.812 top5 13.281 | Epoch: [7][310/553] Time 2.446 Data 0.001 Err 1.2456 top1 32.031 top5 8.594 | Epoch: [7][311/553] Time 2.456 Data 0.001 Err 1.1090 top1 28.906 top5 10.156 | Epoch: [7][312/553] Time 2.457 Data 0.001 Err 1.1311 top1 30.469 top5 7.031 | Epoch: [7][313/553] Time 2.440 Data 0.001 Err 1.4168 top1 35.156 top5 14.844 | Epoch: [7][314/553] Time 2.480 Data 0.001 Err 0.9881 top1 28.125 top5 10.156 | Epoch: [7][315/553] Time 2.443 Data 0.001 Err 1.3265 top1 35.156 top5 14.062 | Epoch: [7][316/553] Time 2.496 Data 0.001 Err 1.3484 top1 33.594 top5 15.625 | Epoch: [7][317/553] Time 2.448 Data 0.001 Err 1.1641 top1 32.031 top5 10.938 | Epoch: [7][318/553] Time 2.517 Data 0.001 Err 1.2984 top1 34.375 top5 13.281 | Epoch: [7][319/553] Time 2.448 Data 0.001 Err 1.1095 top1 31.250 top5 9.375 | Epoch: [7][320/553] Time 2.481 Data 0.001 Err 1.2066 top1 29.688 top5 10.156 | Epoch: [7][321/553] Time 2.453 Data 0.001 Err 1.5444 top1 42.969 top5 17.969 | Epoch: [7][322/553] Time 2.437 Data 0.001 Err 1.2838 top1 33.594 top5 10.938 | Epoch: [7][323/553] Time 2.483 Data 0.003 Err 1.2210 top1 28.125 top5 14.844 | Epoch: [7][324/553] Time 2.435 Data 0.001 Err 1.2895 top1 30.469 top5 15.625 | Epoch: [7][325/553] Time 2.509 Data 0.001 Err 1.0827 top1 28.906 top5 6.250 | Epoch: [7][326/553] Time 2.468 Data 0.001 Err 1.3434 top1 36.719 top5 19.531 | Epoch: [7][327/553] Time 2.502 Data 0.001 Err 1.1728 top1 32.812 top5 10.938 | Epoch: [7][328/553] Time 2.453 Data 0.001 Err 1.3224 top1 37.500 top5 11.719 | Epoch: [7][329/553] Time 2.467 Data 0.001 Err 1.0443 top1 25.781 top5 10.156 | Epoch: [7][330/553] Time 2.440 Data 0.001 Err 1.2002 top1 25.000 top5 11.719 | Epoch: [7][331/553] Time 2.472 Data 0.001 Err 1.6483 top1 40.625 top5 18.750 | Epoch: [7][332/553] Time 2.433 Data 0.001 Err 1.0821 top1 29.688 top5 9.375 | Epoch: [7][333/553] Time 2.465 Data 0.001 Err 1.1268 top1 25.000 top5 10.156 | Epoch: [7][334/553] Time 2.490 Data 0.001 Err 1.3694 top1 36.719 top5 14.844 | Epoch: [7][335/553] Time 2.472 Data 0.001 Err 1.1955 top1 29.688 top5 12.500 | Epoch: [7][336/553] Time 2.458 Data 0.001 Err 1.3128 top1 30.469 top5 17.188 | Epoch: [7][337/553] Time 2.497 Data 0.001 Err 1.2615 top1 36.719 top5 10.938 | Epoch: [7][338/553] Time 2.447 Data 0.001 Err 1.1153 top1 28.125 top5 10.156 | Epoch: [7][339/553] Time 2.463 Data 0.001 Err 1.2338 top1 31.250 top5 14.062 | Epoch: [7][340/553] Time 2.499 Data 0.001 Err 1.2151 top1 30.469 top5 12.500 | Epoch: [7][341/553] Time 2.507 Data 0.001 Err 1.4776 top1 34.375 top5 14.844 | Epoch: [7][342/553] Time 2.443 Data 0.004 Err 1.3602 top1 37.500 top5 14.062 | Epoch: [7][343/553] Time 2.468 Data 0.001 Err 1.3090 top1 35.156 top5 13.281 | Epoch: [7][344/553] Time 2.445 Data 0.001 Err 1.2292 top1 34.375 top5 10.156 | Epoch: [7][345/553] Time 2.443 Data 0.001 Err 1.3751 top1 35.938 top5 14.062 | Epoch: [7][346/553] Time 2.465 Data 0.001 Err 1.1942 top1 32.812 top5 12.500 | Epoch: [7][347/553] Time 2.439 Data 0.001 Err 1.2346 top1 28.906 top5 13.281 | Epoch: [7][348/553] Time 2.444 Data 0.001 Err 1.2461 top1 32.031 top5 10.156 | Epoch: [7][349/553] Time 2.465 Data 0.001 Err 0.9534 top1 28.906 top5 7.031 | Epoch: [7][350/553] Time 2.475 Data 0.001 Err 1.0305 top1 22.656 top5 12.500 | Epoch: [7][351/553] Time 2.469 Data 0.001 Err 1.1449 top1 32.812 top5 8.594 | Epoch: [7][352/553] Time 2.436 Data 0.001 Err 1.3802 top1 36.719 top5 16.406 | Epoch: [7][353/553] Time 2.436 Data 0.001 Err 1.2376 top1 35.938 top5 10.156 | Epoch: [7][354/553] Time 2.431 Data 0.001 Err 1.3149 top1 35.156 top5 14.844 | Epoch: [7][355/553] Time 2.480 Data 0.001 Err 1.3117 top1 37.500 top5 14.062 | Epoch: [7][356/553] Time 2.448 Data 0.001 Err 1.0930 top1 32.031 top5 10.938 | Epoch: [7][357/553] Time 2.491 Data 0.001 Err 1.1493 top1 30.469 top5 8.594 | Epoch: [7][358/553] Time 2.454 Data 0.001 Err 1.4058 top1 39.844 top5 10.156 | Epoch: [7][359/553] Time 2.444 Data 0.001 Err 1.5133 top1 39.844 top5 14.062 | Epoch: [7][360/553] Time 2.463 Data 0.001 Err 1.3838 top1 37.500 top5 14.844 | Epoch: [7][361/553] Time 2.476 Data 0.004 Err 1.3971 top1 34.375 top5 15.625 | Epoch: [7][362/553] Time 2.481 Data 0.001 Err 1.2475 top1 34.375 top5 10.156 | Epoch: [7][363/553] Time 2.440 Data 0.001 Err 1.3283 top1 30.469 top5 14.844 | Epoch: [7][364/553] Time 2.443 Data 0.000 Err 1.2353 top1 34.375 top5 14.844 | Epoch: [7][365/553] Time 2.479 Data 0.001 Err 1.3501 top1 33.594 top5 14.844 | Epoch: [7][366/553] Time 2.510 Data 0.000 Err 1.0844 top1 27.344 top5 10.156 | Epoch: [7][367/553] Time 2.440 Data 0.001 Err 1.1577 top1 32.031 top5 10.938 | Epoch: [7][368/553] Time 2.444 Data 0.001 Err 1.1542 top1 29.688 top5 10.938 | Epoch: [7][369/553] Time 2.468 Data 0.001 Err 1.1719 top1 27.344 top5 12.500 | Epoch: [7][370/553] Time 2.510 Data 0.001 Err 1.2709 top1 34.375 top5 12.500 | Epoch: [7][371/553] Time 2.448 Data 0.001 Err 1.1374 top1 31.250 top5 10.156 | Epoch: [7][372/553] Time 2.492 Data 0.001 Err 1.4251 top1 37.500 top5 14.844 | Epoch: [7][373/553] Time 2.480 Data 0.000 Err 1.2433 top1 38.281 top5 12.500 | Epoch: [7][374/553] Time 2.464 Data 0.001 Err 1.3301 top1 32.031 top5 13.281 | Epoch: [7][375/553] Time 2.488 Data 0.001 Err 1.3739 top1 39.062 top5 13.281 | Epoch: [7][376/553] Time 2.447 Data 0.001 Err 1.2347 top1 33.594 top5 13.281 | Epoch: [7][377/553] Time 2.465 Data 0.001 Err 1.5075 top1 39.844 top5 17.188 | Epoch: [7][378/553] Time 2.473 Data 0.001 Err 0.9458 top1 24.219 top5 7.812 | Epoch: [7][379/553] Time 2.447 Data 0.001 Err 1.2783 top1 28.125 top5 11.719 | Epoch: [7][380/553] Time 2.468 Data 0.002 Err 0.9632 top1 28.125 top5 7.812 | Epoch: [7][381/553] Time 2.436 Data 0.001 Err 1.0267 top1 27.344 top5 8.594 | Epoch: [7][382/553] Time 2.451 Data 0.001 Err 1.2926 top1 33.594 top5 11.719 | Epoch: [7][383/553] Time 2.469 Data 0.001 Err 1.0607 top1 25.781 top5 10.938 | Epoch: [7][384/553] Time 2.461 Data 0.001 Err 1.0186 top1 28.906 top5 7.812 | Epoch: [7][385/553] Time 2.497 Data 0.001 Err 1.0166 top1 29.688 top5 7.812 | Epoch: [7][386/553] Time 2.440 Data 0.001 Err 1.2103 top1 31.250 top5 13.281 | Epoch: [7][387/553] Time 2.468 Data 0.001 Err 1.1183 top1 32.031 top5 10.156 | Epoch: [7][388/553] Time 2.464 Data 0.001 Err 1.2797 top1 33.594 top5 11.719 | Epoch: [7][389/553] Time 2.432 Data 0.001 Err 0.9326 top1 27.344 top5 8.594 | Epoch: [7][390/553] Time 2.463 Data 0.001 Err 1.6281 top1 44.531 top5 19.531 | Epoch: [7][391/553] Time 2.445 Data 0.001 Err 1.0278 top1 27.344 top5 10.156 | Epoch: [7][392/553] Time 2.467 Data 0.001 Err 1.0818 top1 31.250 top5 10.938 | Epoch: [7][393/553] Time 2.450 Data 0.001 Err 1.1549 top1 30.469 top5 13.281 | Epoch: [7][394/553] Time 2.482 Data 0.001 Err 1.2375 top1 34.375 top5 10.938 | Epoch: [7][395/553] Time 2.453 Data 0.001 Err 1.3656 top1 35.156 top5 14.062 | Epoch: [7][396/553] Time 2.463 Data 0.001 Err 0.9943 top1 28.125 top5 8.594 | Epoch: [7][397/553] Time 2.442 Data 0.001 Err 1.2414 top1 34.375 top5 11.719 | Epoch: [7][398/553] Time 2.485 Data 0.001 Err 1.5167 top1 39.844 top5 16.406 | Epoch: [7][399/553] Time 2.463 Data 0.001 Err 1.3524 top1 33.594 top5 13.281 | Epoch: [7][400/553] Time 2.495 Data 0.001 Err 1.1472 top1 30.469 top5 11.719 | Epoch: [7][401/553] Time 2.469 Data 0.001 Err 1.1377 top1 30.469 top5 10.938 | Epoch: [7][402/553] Time 2.434 Data 0.000 Err 1.1564 top1 31.250 top5 10.156 | Epoch: [7][403/553] Time 2.506 Data 0.001 Err 1.0540 top1 26.562 top5 7.812 | Epoch: [7][404/553] Time 2.504 Data 0.001 Err 1.0496 top1 32.031 top5 4.688 | Epoch: [7][405/553] Time 2.473 Data 0.001 Err 1.2067 top1 31.250 top5 12.500 | Epoch: [7][406/553] Time 2.463 Data 0.001 Err 1.2891 top1 37.500 top5 12.500 | Epoch: [7][407/553] Time 2.445 Data 0.001 Err 1.0730 top1 28.125 top5 10.156 | Epoch: [7][408/553] Time 2.437 Data 0.001 Err 1.4333 top1 35.938 top5 17.188 | Epoch: [7][409/553] Time 2.477 Data 0.001 Err 1.2101 top1 31.250 top5 12.500 | Epoch: [7][410/553] Time 2.451 Data 0.001 Err 1.1251 top1 29.688 top5 9.375 | Epoch: [7][411/553] Time 2.442 Data 0.000 Err 1.0331 top1 21.875 top5 8.594 | Epoch: [7][412/553] Time 2.447 Data 0.001 Err 1.4007 top1 33.594 top5 10.938 | Epoch: [7][413/553] Time 2.440 Data 0.000 Err 1.0735 top1 30.469 top5 10.156 | Epoch: [7][414/553] Time 2.465 Data 0.001 Err 1.3960 top1 32.812 top5 14.062 | Epoch: [7][415/553] Time 2.439 Data 0.001 Err 1.0406 top1 28.906 top5 7.812 | Epoch: [7][416/553] Time 2.459 Data 0.001 Err 1.2447 top1 30.469 top5 12.500 | Epoch: [7][417/553] Time 2.453 Data 0.001 Err 1.2312 top1 31.250 top5 14.844 | Epoch: [7][418/553] Time 2.442 Data 0.003 Err 1.0984 top1 28.906 top5 10.156 | Epoch: [7][419/553] Time 2.437 Data 0.000 Err 1.5242 top1 37.500 top5 15.625 | Epoch: [7][420/553] Time 2.437 Data 0.001 Err 1.2431 top1 27.344 top5 14.062 | Epoch: [7][421/553] Time 2.469 Data 0.001 Err 1.4818 top1 37.500 top5 14.062 | Epoch: [7][422/553] Time 2.450 Data 0.001 Err 1.2188 top1 33.594 top5 11.719 | Epoch: [7][423/553] Time 2.449 Data 0.000 Err 1.1918 top1 32.812 top5 14.062 | Epoch: [7][424/553] Time 2.469 Data 0.001 Err 1.2531 top1 32.031 top5 13.281 | Epoch: [7][425/553] Time 2.493 Data 0.001 Err 1.1854 top1 35.938 top5 12.500 | Epoch: [7][426/553] Time 2.437 Data 0.001 Err 1.3432 top1 33.594 top5 11.719 | Epoch: [7][427/553] Time 2.461 Data 0.001 Err 1.0231 top1 27.344 top5 7.031 | Epoch: [7][428/553] Time 2.517 Data 0.001 Err 1.2940 top1 36.719 top5 14.062 | Epoch: [7][429/553] Time 2.439 Data 0.001 Err 1.1660 top1 30.469 top5 9.375 | Epoch: [7][430/553] Time 2.448 Data 0.001 Err 0.9671 top1 29.688 top5 7.812 | Epoch: [7][431/553] Time 2.437 Data 0.001 Err 1.2723 top1 31.250 top5 13.281 | Epoch: [7][432/553] Time 2.438 Data 0.001 Err 1.2317 top1 28.125 top5 13.281 | Epoch: [7][433/553] Time 2.449 Data 0.001 Err 1.0555 top1 28.125 top5 13.281 | Epoch: [7][434/553] Time 2.437 Data 0.000 Err 1.1526 top1 30.469 top5 9.375 | Epoch: [7][435/553] Time 2.446 Data 0.001 Err 1.0552 top1 32.812 top5 6.250 | Epoch: [7][436/553] Time 2.447 Data 0.001 Err 1.0586 top1 30.469 top5 7.812 | Epoch: [7][437/553] Time 2.475 Data 0.003 Err 1.5132 top1 34.375 top5 13.281 | Epoch: [7][438/553] Time 2.447 Data 0.000 Err 1.3575 top1 35.938 top5 12.500 | Epoch: [7][439/553] Time 2.457 Data 0.001 Err 1.3740 top1 36.719 top5 12.500 | Epoch: [7][440/553] Time 2.473 Data 0.000 Err 1.3892 top1 33.594 top5 17.188 | Epoch: [7][441/553] Time 2.445 Data 0.001 Err 1.2383 top1 32.812 top5 11.719 | Epoch: [7][442/553] Time 2.478 Data 0.001 Err 1.0249 top1 30.469 top5 10.156 | Epoch: [7][443/553] Time 2.439 Data 0.001 Err 1.0859 top1 28.906 top5 10.938 | Epoch: [7][444/553] Time 2.438 Data 0.001 Err 1.1795 top1 30.469 top5 11.719 | Epoch: [7][445/553] Time 2.459 Data 0.001 Err 1.3017 top1 31.250 top5 15.625 | Epoch: [7][446/553] Time 2.456 Data 0.001 Err 1.2824 top1 36.719 top5 10.938 | Epoch: [7][447/553] Time 2.448 Data 0.001 Err 1.0629 top1 32.812 top5 8.594 | Epoch: [7][448/553] Time 2.442 Data 0.001 Err 1.2919 top1 30.469 top5 9.375 | Epoch: [7][449/553] Time 2.435 Data 0.001 Err 1.2589 top1 32.031 top5 9.375 | Epoch: [7][450/553] Time 2.452 Data 0.001 Err 1.0961 top1 27.344 top5 11.719 | Epoch: [7][451/553] Time 2.433 Data 0.001 Err 1.1243 top1 33.594 top5 12.500 | Epoch: [7][452/553] Time 2.436 Data 0.001 Err 1.1963 top1 32.031 top5 8.594 | Epoch: [7][453/553] Time 2.437 Data 0.001 Err 1.1993 top1 29.688 top5 11.719 | Epoch: [7][454/553] Time 2.438 Data 0.001 Err 1.1761 top1 28.125 top5 9.375 | Epoch: [7][455/553] Time 2.437 Data 0.001 Err 0.9273 top1 22.656 top5 6.250 | Epoch: [7][456/553] Time 2.476 Data 0.001 Err 1.0851 top1 28.125 top5 8.594 | Epoch: [7][457/553] Time 2.463 Data 0.000 Err 1.1388 top1 29.688 top5 12.500 | Epoch: [7][458/553] Time 2.445 Data 0.001 Err 1.0303 top1 28.125 top5 10.938 | Epoch: [7][459/553] Time 2.439 Data 0.000 Err 1.1287 top1 28.125 top5 7.812 | Epoch: [7][460/553] Time 2.453 Data 0.001 Err 1.2964 top1 33.594 top5 13.281 | Epoch: [7][461/553] Time 2.466 Data 0.001 Err 1.1959 top1 31.250 top5 12.500 | Epoch: [7][462/553] Time 2.479 Data 0.001 Err 1.1702 top1 32.031 top5 9.375 | Epoch: [7][463/553] Time 2.440 Data 0.001 Err 1.3538 top1 35.938 top5 19.531 | Epoch: [7][464/553] Time 2.440 Data 0.001 Err 1.2906 top1 34.375 top5 12.500 | Epoch: [7][465/553] Time 2.463 Data 0.001 Err 1.2042 top1 30.469 top5 13.281 | Epoch: [7][466/553] Time 2.452 Data 0.001 Err 1.1976 top1 31.250 top5 12.500 | Epoch: [7][467/553] Time 2.448 Data 0.000 Err 0.9261 top1 21.875 top5 8.594 | Epoch: [7][468/553] Time 2.455 Data 0.001 Err 1.5537 top1 37.500 top5 14.844 | Epoch: [7][469/553] Time 2.442 Data 0.001 Err 1.2462 top1 32.031 top5 13.281 | Epoch: [7][470/553] Time 2.465 Data 0.001 Err 1.1144 top1 29.688 top5 7.031 | Epoch: [7][471/553] Time 2.438 Data 0.001 Err 1.5161 top1 37.500 top5 14.844 | Epoch: [7][472/553] Time 2.480 Data 0.001 Err 1.0467 top1 27.344 top5 9.375 | Epoch: [7][473/553] Time 2.454 Data 0.001 Err 1.1098 top1 29.688 top5 10.938 | Epoch: [7][474/553] Time 2.470 Data 0.001 Err 1.5036 top1 37.500 top5 17.188 | Epoch: [7][475/553] Time 2.442 Data 0.001 Err 1.2179 top1 31.250 top5 12.500 | Epoch: [7][476/553] Time 2.441 Data 0.001 Err 1.2527 top1 34.375 top5 11.719 | Epoch: [7][477/553] Time 2.435 Data 0.001 Err 1.2941 top1 34.375 top5 10.938 | Epoch: [7][478/553] Time 2.507 Data 0.001 Err 1.4406 top1 42.188 top5 13.281 | Epoch: [7][479/553] Time 2.437 Data 0.001 Err 1.2354 top1 33.594 top5 12.500 | Epoch: [7][480/553] Time 2.451 Data 0.001 Err 1.0332 top1 30.469 top5 9.375 | Epoch: [7][481/553] Time 2.470 Data 0.001 Err 1.0344 top1 28.125 top5 10.938 | Epoch: [7][482/553] Time 2.444 Data 0.001 Err 1.2781 top1 33.594 top5 14.844 | Epoch: [7][483/553] Time 2.436 Data 0.001 Err 1.2443 top1 35.156 top5 14.062 | Epoch: [7][484/553] Time 2.474 Data 0.001 Err 1.6008 top1 42.188 top5 20.312 | Epoch: [7][485/553] Time 2.463 Data 0.001 Err 1.3483 top1 32.812 top5 16.406 | Epoch: [7][486/553] Time 2.442 Data 0.001 Err 1.1640 top1 31.250 top5 12.500 | Epoch: [7][487/553] Time 2.439 Data 0.001 Err 1.0985 top1 27.344 top5 13.281 | Epoch: [7][488/553] Time 2.442 Data 0.001 Err 1.2344 top1 27.344 top5 12.500 | Epoch: [7][489/553] Time 2.441 Data 0.000 Err 1.0769 top1 32.812 top5 9.375 | Epoch: [7][490/553] Time 2.471 Data 0.001 Err 1.3025 top1 36.719 top5 14.844 | Epoch: [7][491/553] Time 2.447 Data 0.001 Err 1.1687 top1 32.031 top5 13.281 | Epoch: [7][492/553] Time 2.463 Data 0.001 Err 1.3183 top1 34.375 top5 13.281 | Epoch: [7][493/553] Time 2.459 Data 0.001 Err 1.6267 top1 34.375 top5 15.625 | Epoch: [7][494/553] Time 2.464 Data 0.003 Err 1.1876 top1 35.156 top5 13.281 | Epoch: [7][495/553] Time 2.436 Data 0.001 Err 1.1689 top1 27.344 top5 9.375 | Epoch: [7][496/553] Time 2.463 Data 0.001 Err 1.4001 top1 35.156 top5 12.500 | Epoch: [7][497/553] Time 2.481 Data 0.001 Err 1.0594 top1 25.781 top5 8.594 | Epoch: [7][498/553] Time 2.440 Data 0.001 Err 1.2005 top1 32.812 top5 14.844 | Epoch: [7][499/553] Time 2.455 Data 0.001 Err 1.1709 top1 31.250 top5 10.938 | Epoch: [7][500/553] Time 2.436 Data 0.001 Err 1.4751 top1 39.062 top5 15.625 | Epoch: [7][501/553] Time 2.480 Data 0.001 Err 1.3392 top1 32.031 top5 11.719 | Epoch: [7][502/553] Time 2.447 Data 0.001 Err 1.3937 top1 38.281 top5 17.969 | Epoch: [7][503/553] Time 2.444 Data 0.001 Err 1.0760 top1 29.688 top5 11.719 | Epoch: [7][504/553] Time 2.448 Data 0.001 Err 1.0667 top1 25.781 top5 10.156 | Epoch: [7][505/553] Time 2.496 Data 0.001 Err 1.3295 top1 34.375 top5 13.281 | Epoch: [7][506/553] Time 2.499 Data 0.000 Err 1.0841 top1 25.781 top5 8.594 | Epoch: [7][507/553] Time 2.439 Data 0.001 Err 1.2300 top1 32.812 top5 8.594 | Epoch: [7][508/553] Time 2.451 Data 0.001 Err 1.2844 top1 30.469 top5 13.281 | Epoch: [7][509/553] Time 2.480 Data 0.001 Err 1.2531 top1 35.938 top5 12.500 | Epoch: [7][510/553] Time 2.473 Data 0.000 Err 1.0472 top1 30.469 top5 7.031 | Epoch: [7][511/553] Time 2.442 Data 0.001 Err 1.0061 top1 25.781 top5 9.375 | Epoch: [7][512/553] Time 2.440 Data 0.001 Err 1.4550 top1 35.938 top5 14.844 | Epoch: [7][513/553] Time 2.443 Data 0.003 Err 1.3334 top1 33.594 top5 11.719 | Epoch: [7][514/553] Time 2.437 Data 0.000 Err 1.1501 top1 30.469 top5 13.281 | Epoch: [7][515/553] Time 2.480 Data 0.001 Err 1.1389 top1 27.344 top5 14.062 | Epoch: [7][516/553] Time 2.463 Data 0.001 Err 1.3121 top1 29.688 top5 14.844 | Epoch: [7][517/553] Time 2.435 Data 0.001 Err 1.1298 top1 29.688 top5 12.500 | Epoch: [7][518/553] Time 2.454 Data 0.001 Err 1.2560 top1 37.500 top5 13.281 | Epoch: [7][519/553] Time 2.478 Data 0.001 Err 1.3190 top1 33.594 top5 14.062 | Epoch: [7][520/553] Time 2.435 Data 0.001 Err 1.2115 top1 28.125 top5 12.500 | Epoch: [7][521/553] Time 2.433 Data 0.001 Err 0.9893 top1 27.344 top5 8.594 | Epoch: [7][522/553] Time 2.488 Data 0.001 Err 1.1971 top1 32.031 top5 9.375 | Epoch: [7][523/553] Time 2.447 Data 0.001 Err 1.0036 top1 27.344 top5 7.031 | Epoch: [7][524/553] Time 2.437 Data 0.001 Err 1.1098 top1 30.469 top5 10.938 | Epoch: [7][525/553] Time 2.441 Data 0.001 Err 1.1753 top1 31.250 top5 13.281 | Epoch: [7][526/553] Time 2.456 Data 0.001 Err 1.1548 top1 27.344 top5 10.938 | Epoch: [7][527/553] Time 2.443 Data 0.001 Err 1.2618 top1 34.375 top5 13.281 | Epoch: [7][528/553] Time 2.442 Data 0.001 Err 1.0448 top1 25.781 top5 9.375 | Epoch: [7][529/553] Time 2.473 Data 0.001 Err 0.8717 top1 21.875 top5 10.938 | Epoch: [7][530/553] Time 2.468 Data 0.001 Err 1.5302 top1 35.938 top5 17.188 | Epoch: [7][531/553] Time 2.438 Data 0.001 Err 1.2310 top1 30.469 top5 13.281 | Epoch: [7][532/553] Time 2.444 Data 0.003 Err 1.3509 top1 37.500 top5 8.594 | Epoch: [7][533/553] Time 2.506 Data 0.001 Err 1.1957 top1 31.250 top5 9.375 | Epoch: [7][534/553] Time 2.473 Data 0.001 Err 1.1051 top1 27.344 top5 14.062 | Epoch: [7][535/553] Time 2.447 Data 0.001 Err 1.1525 top1 28.906 top5 10.938 | Epoch: [7][536/553] Time 2.471 Data 0.001 Err 1.2951 top1 32.031 top5 16.406 | Epoch: [7][537/553] Time 2.511 Data 0.001 Err 1.1406 top1 28.125 top5 9.375 | Epoch: [7][538/553] Time 2.513 Data 0.001 Err 1.4673 top1 39.062 top5 13.281 | Epoch: [7][539/553] Time 2.441 Data 0.001 Err 0.9137 top1 22.656 top5 7.812 | Epoch: [7][540/553] Time 2.444 Data 0.001 Err 1.2870 top1 29.688 top5 13.281 | Epoch: [7][541/553] Time 2.432 Data 0.001 Err 0.9025 top1 27.344 top5 7.031 | Epoch: [7][542/553] Time 2.466 Data 0.001 Err 1.1482 top1 30.469 top5 9.375 | Epoch: [7][543/553] Time 2.450 Data 0.000 Err 1.0807 top1 25.781 top5 10.156 | Epoch: [7][544/553] Time 2.472 Data 0.000 Err 1.0110 top1 21.094 top5 9.375 | Epoch: [7][545/553] Time 2.444 Data 0.000 Err 1.4039 top1 37.500 top5 14.844 | Epoch: [7][546/553] Time 2.476 Data 0.000 Err 0.9822 top1 25.000 top5 7.812 | Epoch: [7][547/553] Time 2.440 Data 0.000 Err 1.1315 top1 33.594 top5 7.812 | Epoch: [7][548/553] Time 2.440 Data 0.000 Err 1.0031 top1 32.031 top5 9.375 | Epoch: [7][549/553] Time 2.454 Data 0.000 Err 1.3118 top1 37.500 top5 15.625 | Epoch: [7][550/553] Time 2.445 Data 0.001 Err 0.8215 top1 22.656 top5 6.250 | Epoch: [7][551/553] Time 2.476 Data 0.000 Err 1.1971 top1 37.500 top5 9.375 | Epoch: [7][552/553] Time 2.474 Data 0.000 Err 1.0611 top1 25.781 top5 10.938 | Epoch: [7][553/553] Time 1.020 Data 0.000 Err 1.0752 top1 20.455 top5 13.636 | Test: [7][1/198] Time 2.362 Data 1.641 top1 39.062 ( 39.062) top5 14.844 ( 14.844) | Test: [7][2/198] Time 0.720 Data 0.001 top1 41.406 ( 40.234) top5 15.625 ( 15.234) | Test: [7][3/198] Time 0.717 Data 0.000 top1 36.719 ( 39.062) top5 14.062 ( 14.844) | Test: [7][4/198] Time 0.716 Data 0.001 top1 41.406 ( 39.648) top5 17.188 ( 15.430) | Test: [7][5/198] Time 0.723 Data 0.001 top1 47.656 ( 41.250) top5 18.750 ( 16.094) | Test: [7][6/198] Time 0.721 Data 0.000 top1 44.531 ( 41.797) top5 19.531 ( 16.667) | Test: [7][7/198] Time 0.721 Data 0.001 top1 42.188 ( 41.853) top5 21.875 ( 17.411) | Test: [7][8/198] Time 0.715 Data 0.001 top1 35.938 ( 41.113) top5 14.062 ( 16.992) | Test: [7][9/198] Time 0.730 Data 0.001 top1 46.875 ( 41.753) top5 23.438 ( 17.708) | Test: [7][10/198] Time 0.721 Data 0.001 top1 42.188 ( 41.797) top5 12.500 ( 17.188) | Test: [7][11/198] Time 0.720 Data 0.001 top1 38.281 ( 41.477) top5 17.188 ( 17.188) | Test: [7][12/198] Time 0.726 Data 0.001 top1 38.281 ( 41.211) top5 17.969 ( 17.253) | Test: [7][13/198] Time 0.729 Data 0.013 top1 41.406 ( 41.226) top5 10.156 ( 16.707) | Test: [7][14/198] Time 0.724 Data 0.001 top1 44.531 ( 41.462) top5 14.844 ( 16.574) | Test: [7][15/198] Time 0.717 Data 0.001 top1 38.281 ( 41.250) top5 20.312 ( 16.823) | Test: [7][16/198] Time 0.721 Data 0.001 top1 32.812 ( 40.723) top5 9.375 ( 16.357) | Test: [7][17/198] Time 0.721 Data 0.001 top1 41.406 ( 40.763) top5 15.625 ( 16.314) | Test: [7][18/198] Time 0.716 Data 0.001 top1 44.531 ( 40.972) top5 14.844 ( 16.233) | Test: [7][19/198] Time 0.720 Data 0.001 top1 46.875 ( 41.283) top5 26.562 ( 16.776) | Test: [7][20/198] Time 0.715 Data 0.001 top1 41.406 ( 41.289) top5 17.969 ( 16.836) | Test: [7][21/198] Time 0.716 Data 0.001 top1 42.969 ( 41.369) top5 16.406 ( 16.815) | Test: [7][22/198] Time 0.718 Data 0.001 top1 35.156 ( 41.087) top5 14.062 ( 16.690) | Test: [7][23/198] Time 0.748 Data 0.002 top1 43.750 ( 41.202) top5 19.531 ( 16.814) | Test: [7][24/198] Time 0.750 Data 0.001 top1 47.656 ( 41.471) top5 25.781 ( 17.188) | Test: [7][25/198] Time 0.783 Data 0.002 top1 36.719 ( 41.281) top5 13.281 ( 17.031) | Test: [7][26/198] Time 0.732 Data 0.001 top1 45.312 ( 41.436) top5 21.094 ( 17.188) | Test: [7][27/198] Time 0.740 Data 0.002 top1 45.312 ( 41.580) top5 21.094 ( 17.332) | Test: [7][28/198] Time 0.717 Data 0.001 top1 44.531 ( 41.685) top5 21.094 ( 17.467) | Test: [7][29/198] Time 0.716 Data 0.001 top1 43.750 ( 41.756) top5 18.750 ( 17.511) | Test: [7][30/198] Time 0.728 Data 0.001 top1 39.844 ( 41.693) top5 21.875 ( 17.656) | Test: [7][31/198] Time 0.723 Data 0.001 top1 47.656 ( 41.885) top5 23.438 ( 17.843) | Test: [7][32/198] Time 0.734 Data 0.001 top1 32.812 ( 41.602) top5 15.625 ( 17.773) | Test: [7][33/198] Time 0.716 Data 0.001 top1 40.625 ( 41.572) top5 17.969 ( 17.779) | Test: [7][34/198] Time 0.717 Data 0.001 top1 50.000 ( 41.820) top5 24.219 ( 17.969) | Test: [7][35/198] Time 0.719 Data 0.001 top1 40.625 ( 41.786) top5 15.625 ( 17.902) | Test: [7][36/198] Time 0.729 Data 0.001 top1 36.719 ( 41.645) top5 14.062 ( 17.795) | Test: [7][37/198] Time 0.727 Data 0.001 top1 44.531 ( 41.723) top5 22.656 ( 17.927) | Test: [7][38/198] Time 0.715 Data 0.001 top1 43.750 ( 41.776) top5 19.531 ( 17.969) | Test: [7][39/198] Time 0.717 Data 0.001 top1 35.156 ( 41.607) top5 14.844 ( 17.889) | Test: [7][40/198] Time 0.714 Data 0.001 top1 37.500 ( 41.504) top5 11.719 ( 17.734) | Test: [7][41/198] Time 0.724 Data 0.001 top1 41.406 ( 41.502) top5 16.406 ( 17.702) | Test: [7][42/198] Time 0.747 Data 0.001 top1 46.094 ( 41.611) top5 17.188 ( 17.690) | Test: [7][43/198] Time 0.736 Data 0.001 top1 46.094 ( 41.715) top5 17.969 ( 17.696) | Test: [7][44/198] Time 0.739 Data 0.001 top1 39.844 ( 41.673) top5 15.625 ( 17.649) | Test: [7][45/198] Time 0.724 Data 0.001 top1 43.750 ( 41.719) top5 14.062 ( 17.569) | Test: [7][46/198] Time 0.741 Data 0.001 top1 50.781 ( 41.916) top5 19.531 ( 17.612) | Test: [7][47/198] Time 0.720 Data 0.001 top1 39.062 ( 41.855) top5 15.625 ( 17.570) | Test: [7][48/198] Time 0.726 Data 0.001 top1 45.312 ( 41.927) top5 21.875 ( 17.660) | Test: [7][49/198] Time 0.727 Data 0.001 top1 46.094 ( 42.012) top5 22.656 ( 17.761) | Test: [7][50/198] Time 0.720 Data 0.001 top1 46.875 ( 42.109) top5 19.531 ( 17.797) | Test: [7][51/198] Time 0.718 Data 0.001 top1 36.719 ( 42.004) top5 18.750 ( 17.816) | Test: [7][52/198] Time 0.757 Data 0.001 top1 37.500 ( 41.917) top5 13.281 ( 17.728) | Test: [7][53/198] Time 0.725 Data 0.001 top1 35.156 ( 41.790) top5 14.844 ( 17.674) | Test: [7][54/198] Time 0.758 Data 0.001 top1 39.062 ( 41.739) top5 21.094 ( 17.737) | Test: [7][55/198] Time 0.727 Data 0.001 top1 50.000 ( 41.889) top5 20.312 ( 17.784) | Test: [7][56/198] Time 0.722 Data 0.001 top1 42.969 ( 41.908) top5 21.094 ( 17.843) | Test: [7][57/198] Time 0.718 Data 0.001 top1 38.281 ( 41.845) top5 14.844 ( 17.791) | Test: [7][58/198] Time 0.718 Data 0.001 top1 40.625 ( 41.824) top5 16.406 ( 17.767) | Test: [7][59/198] Time 0.724 Data 0.001 top1 37.500 ( 41.751) top5 10.938 ( 17.651) | Test: [7][60/198] Time 0.736 Data 0.001 top1 39.844 ( 41.719) top5 15.625 ( 17.617) | Test: [7][61/198] Time 0.719 Data 0.001 top1 43.750 ( 41.752) top5 17.188 ( 17.610) | Test: [7][62/198] Time 0.722 Data 0.002 top1 41.406 ( 41.746) top5 15.625 ( 17.578) | Test: [7][63/198] Time 0.717 Data 0.001 top1 33.594 ( 41.617) top5 14.062 ( 17.522) | Test: [7][64/198] Time 0.720 Data 0.001 top1 39.844 ( 41.589) top5 19.531 ( 17.554) | Test: [7][65/198] Time 0.733 Data 0.000 top1 47.656 ( 41.683) top5 17.188 ( 17.548) | Test: [7][66/198] Time 0.722 Data 0.000 top1 42.969 ( 41.702) top5 16.406 ( 17.531) | Test: [7][67/198] Time 0.728 Data 0.001 top1 41.406 ( 41.698) top5 16.406 ( 17.514) | Test: [7][68/198] Time 0.712 Data 0.001 top1 36.719 ( 41.625) top5 19.531 ( 17.544) | Test: [7][69/198] Time 0.723 Data 0.001 top1 39.062 ( 41.587) top5 13.281 ( 17.482) | Test: [7][70/198] Time 0.716 Data 0.001 top1 38.281 ( 41.540) top5 17.969 ( 17.489) | Test: [7][71/198] Time 0.720 Data 0.002 top1 36.719 ( 41.472) top5 14.844 ( 17.452) | Test: [7][72/198] Time 0.719 Data 0.001 top1 39.062 ( 41.439) top5 14.844 ( 17.415) | Test: [7][73/198] Time 0.718 Data 0.001 top1 43.750 ( 41.470) top5 19.531 ( 17.444) | Test: [7][74/198] Time 0.727 Data 0.001 top1 52.344 ( 41.617) top5 26.562 ( 17.568) | Test: [7][75/198] Time 0.731 Data 0.000 top1 39.844 ( 41.594) top5 13.281 ( 17.510) | Test: [7][76/198] Time 0.735 Data 0.001 top1 44.531 ( 41.632) top5 22.656 ( 17.578) | Test: [7][77/198] Time 0.726 Data 0.001 top1 45.312 ( 41.680) top5 18.750 ( 17.593) | Test: [7][78/198] Time 0.731 Data 0.001 top1 45.312 ( 41.727) top5 17.969 ( 17.598) | Test: [7][79/198] Time 0.728 Data 0.001 top1 36.719 ( 41.663) top5 10.938 ( 17.514) | Test: [7][80/198] Time 0.724 Data 0.001 top1 39.062 ( 41.631) top5 19.531 ( 17.539) | Test: [7][81/198] Time 0.721 Data 0.001 top1 47.656 ( 41.705) top5 17.188 ( 17.535) | Test: [7][82/198] Time 0.727 Data 0.001 top1 37.500 ( 41.654) top5 18.750 ( 17.550) | Test: [7][83/198] Time 0.730 Data 0.001 top1 46.875 ( 41.717) top5 20.312 ( 17.583) | Test: [7][84/198] Time 0.728 Data 0.001 top1 32.031 ( 41.602) top5 14.062 ( 17.541) | Test: [7][85/198] Time 0.725 Data 0.001 top1 38.281 ( 41.562) top5 13.281 ( 17.491) | Test: [7][86/198] Time 0.737 Data 0.001 top1 33.594 ( 41.470) top5 14.844 ( 17.460) | Test: [7][87/198] Time 0.760 Data 0.001 top1 46.875 ( 41.532) top5 25.000 ( 17.547) | Test: [7][88/198] Time 0.714 Data 0.001 top1 47.656 ( 41.602) top5 21.094 ( 17.587) | Test: [7][89/198] Time 0.712 Data 0.000 top1 42.969 ( 41.617) top5 15.625 ( 17.565) | Test: [7][90/198] Time 0.723 Data 0.001 top1 46.875 ( 41.675) top5 21.875 ( 17.613) | Test: [7][91/198] Time 0.716 Data 0.001 top1 42.969 ( 41.690) top5 14.844 ( 17.582) | Test: [7][92/198] Time 0.718 Data 0.001 top1 38.281 ( 41.653) top5 14.062 ( 17.544) | Test: [7][93/198] Time 0.712 Data 0.001 top1 39.062 ( 41.625) top5 11.719 ( 17.482) | Test: [7][94/198] Time 0.733 Data 0.001 top1 50.000 ( 41.714) top5 20.312 ( 17.512) | Test: [7][95/198] Time 0.716 Data 0.001 top1 42.969 ( 41.727) top5 17.969 ( 17.516) | Test: [7][96/198] Time 0.721 Data 0.000 top1 42.969 ( 41.740) top5 15.625 ( 17.497) | Test: [7][97/198] Time 0.719 Data 0.001 top1 35.938 ( 41.680) top5 12.500 ( 17.445) | Test: [7][98/198] Time 0.720 Data 0.001 top1 33.594 ( 41.598) top5 17.188 ( 17.443) | Test: [7][99/198] Time 0.717 Data 0.001 top1 42.969 ( 41.611) top5 17.188 ( 17.440) | Test: [7][100/198] Time 0.717 Data 0.001 top1 37.500 ( 41.570) top5 15.625 ( 17.422) | Test: [7][101/198] Time 0.712 Data 0.001 top1 42.969 ( 41.584) top5 15.625 ( 17.404) | Test: [7][102/198] Time 0.723 Data 0.001 top1 36.719 ( 41.536) top5 14.844 ( 17.379) | Test: [7][103/198] Time 0.728 Data 0.001 top1 42.188 ( 41.543) top5 16.406 ( 17.370) | Test: [7][104/198] Time 0.722 Data 0.001 top1 33.594 ( 41.466) top5 14.062 ( 17.338) | Test: [7][105/198] Time 0.734 Data 0.001 top1 45.312 ( 41.503) top5 21.094 ( 17.374) | Test: [7][106/198] Time 0.722 Data 0.001 top1 44.531 ( 41.532) top5 20.312 ( 17.401) | Test: [7][107/198] Time 0.729 Data 0.001 top1 43.750 ( 41.552) top5 15.625 ( 17.385) | Test: [7][108/198] Time 0.726 Data 0.001 top1 30.469 ( 41.450) top5 10.938 ( 17.325) | Test: [7][109/198] Time 0.722 Data 0.001 top1 34.375 ( 41.385) top5 12.500 ( 17.281) | Test: [7][110/198] Time 0.722 Data 0.001 top1 32.812 ( 41.307) top5 11.719 ( 17.230) | Test: [7][111/198] Time 0.725 Data 0.002 top1 42.969 ( 41.322) top5 19.531 ( 17.251) | Test: [7][112/198] Time 0.719 Data 0.001 top1 42.969 ( 41.336) top5 16.406 ( 17.243) | Test: [7][113/198] Time 0.729 Data 0.001 top1 32.031 ( 41.254) top5 13.281 ( 17.208) | Test: [7][114/198] Time 0.733 Data 0.001 top1 42.969 ( 41.269) top5 15.625 ( 17.194) | Test: [7][115/198] Time 0.726 Data 0.001 top1 33.594 ( 41.202) top5 14.062 ( 17.167) | Test: [7][116/198] Time 0.741 Data 0.005 top1 46.875 ( 41.251) top5 22.656 ( 17.214) | Test: [7][117/198] Time 0.717 Data 0.001 top1 40.625 ( 41.246) top5 16.406 ( 17.208) | Test: [7][118/198] Time 0.730 Data 0.003 top1 40.625 ( 41.241) top5 18.750 ( 17.221) | Test: [7][119/198] Time 0.728 Data 0.001 top1 32.812 ( 41.170) top5 19.531 ( 17.240) | Test: [7][120/198] Time 0.719 Data 0.002 top1 52.344 ( 41.263) top5 17.188 ( 17.240) | Test: [7][121/198] Time 0.720 Data 0.001 top1 38.281 ( 41.238) top5 15.625 ( 17.226) | Test: [7][122/198] Time 0.722 Data 0.000 top1 35.938 ( 41.195) top5 16.406 ( 17.220) | Test: [7][123/198] Time 0.722 Data 0.001 top1 45.312 ( 41.228) top5 23.438 ( 17.270) | Test: [7][124/198] Time 0.720 Data 0.001 top1 43.750 ( 41.249) top5 19.531 ( 17.288) | Test: [7][125/198] Time 0.714 Data 0.001 top1 42.969 ( 41.263) top5 17.188 ( 17.288) | Test: [7][126/198] Time 0.724 Data 0.001 top1 38.281 ( 41.239) top5 17.188 ( 17.287) | Test: [7][127/198] Time 0.721 Data 0.001 top1 39.844 ( 41.228) top5 20.312 ( 17.311) | Test: [7][128/198] Time 0.723 Data 0.001 top1 43.750 ( 41.248) top5 14.062 ( 17.285) | Test: [7][129/198] Time 0.722 Data 0.001 top1 41.406 ( 41.249) top5 17.969 ( 17.290) | Test: [7][130/198] Time 0.718 Data 0.001 top1 41.406 ( 41.250) top5 13.281 ( 17.260) | Test: [7][131/198] Time 0.716 Data 0.001 top1 36.719 ( 41.215) top5 15.625 ( 17.247) | Test: [7][132/198] Time 0.728 Data 0.003 top1 39.062 ( 41.199) top5 13.281 ( 17.217) | Test: [7][133/198] Time 0.741 Data 0.001 top1 42.188 ( 41.207) top5 16.406 ( 17.211) | Test: [7][134/198] Time 0.728 Data 0.001 top1 37.500 ( 41.179) top5 15.625 ( 17.199) | Test: [7][135/198] Time 0.734 Data 0.001 top1 47.656 ( 41.227) top5 17.188 ( 17.199) | Test: [7][136/198] Time 0.732 Data 0.001 top1 36.719 ( 41.194) top5 16.406 ( 17.193) | Test: [7][137/198] Time 0.735 Data 0.001 top1 45.312 ( 41.224) top5 21.094 ( 17.222) | Test: [7][138/198] Time 0.732 Data 0.001 top1 43.750 ( 41.242) top5 16.406 ( 17.216) | Test: [7][139/198] Time 0.724 Data 0.001 top1 45.312 ( 41.271) top5 14.844 ( 17.199) | Test: [7][140/198] Time 0.716 Data 0.001 top1 37.500 ( 41.244) top5 11.719 ( 17.160) | Test: [7][141/198] Time 0.722 Data 0.001 top1 39.844 ( 41.234) top5 21.875 ( 17.193) | Test: [7][142/198] Time 0.734 Data 0.001 top1 46.875 ( 41.274) top5 17.969 ( 17.199) | Test: [7][143/198] Time 0.725 Data 0.001 top1 40.625 ( 41.270) top5 12.500 ( 17.166) | Test: [7][144/198] Time 0.755 Data 0.001 top1 48.438 ( 41.319) top5 20.312 ( 17.188) | Test: [7][145/198] Time 0.730 Data 0.002 top1 39.062 ( 41.304) top5 19.531 ( 17.204) | Test: [7][146/198] Time 0.722 Data 0.001 top1 43.750 ( 41.321) top5 14.844 ( 17.188) | Test: [7][147/198] Time 0.720 Data 0.001 top1 32.812 ( 41.263) top5 11.719 ( 17.150) | Test: [7][148/198] Time 0.718 Data 0.001 top1 36.719 ( 41.232) top5 21.094 ( 17.177) | Test: [7][149/198] Time 0.728 Data 0.001 top1 37.500 ( 41.207) top5 14.844 ( 17.161) | Test: [7][150/198] Time 0.718 Data 0.001 top1 36.719 ( 41.177) top5 14.062 ( 17.141) | Test: [7][151/198] Time 0.714 Data 0.001 top1 39.062 ( 41.163) top5 21.094 ( 17.167) | Test: [7][152/198] Time 0.718 Data 0.001 top1 46.875 ( 41.201) top5 20.312 ( 17.188) | Test: [7][153/198] Time 0.714 Data 0.001 top1 42.969 ( 41.212) top5 19.531 ( 17.203) | Test: [7][154/198] Time 0.719 Data 0.001 top1 37.500 ( 41.188) top5 16.406 ( 17.198) | Test: [7][155/198] Time 0.713 Data 0.001 top1 42.969 ( 41.200) top5 17.188 ( 17.198) | Test: [7][156/198] Time 0.722 Data 0.001 top1 51.562 ( 41.266) top5 19.531 ( 17.213) | Test: [7][157/198] Time 0.728 Data 0.001 top1 44.531 ( 41.287) top5 21.875 ( 17.242) | Test: [7][158/198] Time 0.723 Data 0.001 top1 38.281 ( 41.268) top5 15.625 ( 17.232) | Test: [7][159/198] Time 0.721 Data 0.001 top1 44.531 ( 41.288) top5 21.875 ( 17.261) | Test: [7][160/198] Time 0.722 Data 0.001 top1 38.281 ( 41.270) top5 17.969 ( 17.266) | Test: [7][161/198] Time 0.719 Data 0.001 top1 43.750 ( 41.285) top5 17.188 ( 17.265) | Test: [7][162/198] Time 0.715 Data 0.001 top1 31.250 ( 41.223) top5 12.500 ( 17.236) | Test: [7][163/198] Time 0.728 Data 0.001 top1 41.406 ( 41.224) top5 14.062 ( 17.216) | Test: [7][164/198] Time 0.717 Data 0.001 top1 45.312 ( 41.249) top5 16.406 ( 17.211) | Test: [7][165/198] Time 0.726 Data 0.001 top1 42.969 ( 41.259) top5 17.969 ( 17.216) | Test: [7][166/198] Time 0.738 Data 0.001 top1 40.625 ( 41.256) top5 15.625 ( 17.206) | Test: [7][167/198] Time 0.727 Data 0.001 top1 36.719 ( 41.228) top5 17.188 ( 17.206) | Test: [7][168/198] Time 0.724 Data 0.001 top1 42.188 ( 41.234) top5 14.062 ( 17.188) | Test: [7][169/198] Time 0.731 Data 0.001 top1 42.969 ( 41.244) top5 10.938 ( 17.151) | Test: [7][170/198] Time 0.733 Data 0.001 top1 38.281 ( 41.227) top5 10.938 ( 17.114) | Test: [7][171/198] Time 0.742 Data 0.001 top1 37.500 ( 41.205) top5 17.188 ( 17.114) | Test: [7][172/198] Time 0.722 Data 0.001 top1 39.062 ( 41.193) top5 14.844 ( 17.101) | Test: [7][173/198] Time 0.728 Data 0.005 top1 35.938 ( 41.162) top5 12.500 ( 17.075) | Test: [7][174/198] Time 0.725 Data 0.001 top1 44.531 ( 41.182) top5 14.062 ( 17.057) | Test: [7][175/198] Time 0.718 Data 0.001 top1 32.812 ( 41.134) top5 15.625 ( 17.049) | Test: [7][176/198] Time 0.711 Data 0.001 top1 38.281 ( 41.118) top5 14.062 ( 17.032) | Test: [7][177/198] Time 0.723 Data 0.001 top1 39.062 ( 41.106) top5 16.406 ( 17.029) | Test: [7][178/198] Time 0.723 Data 0.001 top1 49.219 ( 41.152) top5 19.531 ( 17.043) | Test: [7][179/198] Time 0.714 Data 0.001 top1 40.625 ( 41.149) top5 10.156 ( 17.004) | Test: [7][180/198] Time 0.716 Data 0.001 top1 42.188 ( 41.155) top5 20.312 ( 17.023) | Test: [7][181/198] Time 0.715 Data 0.001 top1 44.531 ( 41.173) top5 19.531 ( 17.036) | Test: [7][182/198] Time 0.720 Data 0.001 top1 38.281 ( 41.157) top5 14.062 ( 17.020) | Test: [7][183/198] Time 0.720 Data 0.001 top1 42.188 ( 41.163) top5 16.406 ( 17.017) | Test: [7][184/198] Time 0.722 Data 0.001 top1 38.281 ( 41.147) top5 14.062 ( 17.001) | Test: [7][185/198] Time 0.721 Data 0.001 top1 38.281 ( 41.132) top5 16.406 ( 16.997) | Test: [7][186/198] Time 0.716 Data 0.001 top1 39.844 ( 41.125) top5 18.750 ( 17.007) | Test: [7][187/198] Time 0.728 Data 0.001 top1 35.156 ( 41.093) top5 14.844 ( 16.995) | Test: [7][188/198] Time 0.728 Data 0.000 top1 44.531 ( 41.111) top5 19.531 ( 17.009) | Test: [7][189/198] Time 0.733 Data 0.000 top1 43.750 ( 41.125) top5 17.969 ( 17.014) | Test: [7][190/198] Time 0.728 Data 0.000 top1 40.625 ( 41.123) top5 18.750 ( 17.023) | Test: [7][191/198] Time 0.725 Data 0.000 top1 41.406 ( 41.124) top5 21.094 ( 17.044) | Test: [7][192/198] Time 0.718 Data 0.000 top1 44.531 ( 41.142) top5 17.188 ( 17.045) | Test: [7][193/198] Time 0.723 Data 0.000 top1 35.938 ( 41.115) top5 8.594 ( 17.001) | Test: [7][194/198] Time 0.718 Data 0.000 top1 32.031 ( 41.068) top5 10.156 ( 16.966) | Test: [7][195/198] Time 0.713 Data 0.000 top1 40.625 ( 41.066) top5 19.531 ( 16.979) | Test: [7][196/198] Time 0.256 Data 0.000 top1 50.000 ( 41.111) top5 20.588 ( 16.998) | Test: [7][197/198] Time 0.723 Data 0.000 top1 42.969 ( 41.121) top5 19.531 ( 17.010) | Test: [7][198/198] Time 0.730 Data 0.000 top1 42.969 ( 41.130) top5 18.750 ( 17.019) * Finished epoch # 7 top1: 41.130 top5: 17.019 Epoch 8 => Training epoch # 8 | Epoch: [8][1/553] Time 4.925 Data 2.424 Err 0.9345 top1 26.562 top5 9.375 | Epoch: [8][2/553] Time 2.426 Data 0.001 Err 0.9973 top1 25.781 top5 9.375 | Epoch: [8][3/553] Time 2.434 Data 0.001 Err 1.1648 top1 29.688 top5 9.375 | Epoch: [8][4/553] Time 2.464 Data 0.001 Err 1.3738 top1 34.375 top5 17.188 | Epoch: [8][5/553] Time 2.478 Data 0.001 Err 1.0209 top1 27.344 top5 9.375 | Epoch: [8][6/553] Time 2.458 Data 0.001 Err 1.0173 top1 25.781 top5 10.938 | Epoch: [8][7/553] Time 2.470 Data 0.001 Err 1.1914 top1 31.250 top5 14.062 | Epoch: [8][8/553] Time 2.474 Data 0.001 Err 1.0419 top1 25.781 top5 5.469 | Epoch: [8][9/553] Time 2.463 Data 0.001 Err 0.9557 top1 27.344 top5 8.594 | Epoch: [8][10/553] Time 2.465 Data 0.001 Err 0.9925 top1 25.781 top5 7.812 | Epoch: [8][11/553] Time 2.524 Data 0.001 Err 1.1127 top1 32.812 top5 10.156 | Epoch: [8][12/553] Time 2.480 Data 0.001 Err 1.0213 top1 26.562 top5 12.500 | Epoch: [8][13/553] Time 2.433 Data 0.001 Err 0.9880 top1 27.344 top5 9.375 | Epoch: [8][14/553] Time 2.480 Data 0.001 Err 1.1169 top1 26.562 top5 12.500 | Epoch: [8][15/553] Time 2.445 Data 0.001 Err 1.2085 top1 28.906 top5 12.500 | Epoch: [8][16/553] Time 2.433 Data 0.001 Err 1.1501 top1 27.344 top5 14.844 | Epoch: [8][17/553] Time 2.464 Data 0.001 Err 1.0820 top1 31.250 top5 10.156 | Epoch: [8][18/553] Time 2.451 Data 0.001 Err 1.1547 top1 30.469 top5 10.938 | Epoch: [8][19/553] Time 2.445 Data 0.001 Err 0.9061 top1 18.750 top5 6.250 | Epoch: [8][20/553] Time 2.448 Data 0.001 Err 1.0857 top1 32.031 top5 11.719 | Epoch: [8][21/553] Time 2.463 Data 0.001 Err 1.3077 top1 35.156 top5 15.625 | Epoch: [8][22/553] Time 2.436 Data 0.001 Err 1.1295 top1 32.812 top5 10.938 | Epoch: [8][23/553] Time 2.436 Data 0.001 Err 0.7955 top1 24.219 top5 3.906 | Epoch: [8][24/553] Time 2.497 Data 0.001 Err 1.1981 top1 32.812 top5 11.719 | Epoch: [8][25/553] Time 2.440 Data 0.000 Err 0.9807 top1 25.781 top5 9.375 | Epoch: [8][26/553] Time 2.451 Data 0.000 Err 1.1621 top1 31.250 top5 12.500 | Epoch: [8][27/553] Time 2.438 Data 0.001 Err 1.0089 top1 24.219 top5 12.500 | Epoch: [8][28/553] Time 2.442 Data 0.001 Err 0.7850 top1 19.531 top5 3.906 | Epoch: [8][29/553] Time 2.439 Data 0.001 Err 1.1351 top1 32.031 top5 7.031 | Epoch: [8][30/553] Time 2.439 Data 0.002 Err 1.1328 top1 33.594 top5 7.812 | Epoch: [8][31/553] Time 2.465 Data 0.001 Err 1.5256 top1 39.062 top5 15.625 | Epoch: [8][32/553] Time 2.516 Data 0.001 Err 0.9847 top1 29.688 top5 9.375 | Epoch: [8][33/553] Time 2.467 Data 0.001 Err 1.0047 top1 28.125 top5 9.375 | Epoch: [8][34/553] Time 2.455 Data 0.001 Err 1.1186 top1 28.125 top5 8.594 | Epoch: [8][35/553] Time 2.439 Data 0.001 Err 1.2857 top1 30.469 top5 13.281 | Epoch: [8][36/553] Time 2.438 Data 0.001 Err 1.2622 top1 32.031 top5 13.281 | Epoch: [8][37/553] Time 2.506 Data 0.001 Err 1.3938 top1 32.812 top5 12.500 | Epoch: [8][38/553] Time 2.482 Data 0.001 Err 1.2348 top1 28.125 top5 10.156 | Epoch: [8][39/553] Time 2.444 Data 0.001 Err 1.1923 top1 33.594 top5 11.719 | Epoch: [8][40/553] Time 2.450 Data 0.001 Err 1.3968 top1 38.281 top5 16.406 | Epoch: [8][41/553] Time 2.469 Data 0.001 Err 0.8795 top1 25.000 top5 10.156 | Epoch: [8][42/553] Time 2.478 Data 0.001 Err 1.1358 top1 33.594 top5 11.719 | Epoch: [8][43/553] Time 2.458 Data 0.001 Err 1.3258 top1 28.906 top5 12.500 | Epoch: [8][44/553] Time 2.450 Data 0.001 Err 1.0665 top1 28.906 top5 12.500 | Epoch: [8][45/553] Time 2.511 Data 0.001 Err 1.0741 top1 25.000 top5 11.719 | Epoch: [8][46/553] Time 2.486 Data 0.001 Err 1.2837 top1 30.469 top5 10.156 | Epoch: [8][47/553] Time 2.452 Data 0.001 Err 1.0085 top1 26.562 top5 7.812 | Epoch: [8][48/553] Time 2.434 Data 0.001 Err 1.0301 top1 28.125 top5 10.156 | Epoch: [8][49/553] Time 2.446 Data 0.001 Err 0.9497 top1 28.125 top5 7.812 | Epoch: [8][50/553] Time 2.491 Data 0.001 Err 1.0686 top1 28.125 top5 7.031 | Epoch: [8][51/553] Time 2.439 Data 0.001 Err 1.3786 top1 38.281 top5 12.500 | Epoch: [8][52/553] Time 2.450 Data 0.001 Err 1.2829 top1 32.031 top5 10.938 | Epoch: [8][53/553] Time 2.470 Data 0.001 Err 0.8898 top1 21.875 top5 7.031 | Epoch: [8][54/553] Time 2.456 Data 0.001 Err 1.1382 top1 30.469 top5 8.594 | Epoch: [8][55/553] Time 2.450 Data 0.001 Err 1.3535 top1 35.938 top5 15.625 | Epoch: [8][56/553] Time 2.463 Data 0.001 Err 1.2839 top1 32.031 top5 10.938 | Epoch: [8][57/553] Time 2.459 Data 0.001 Err 1.1715 top1 29.688 top5 12.500 | Epoch: [8][58/553] Time 2.490 Data 0.001 Err 1.1111 top1 28.125 top5 10.938 | Epoch: [8][59/553] Time 2.444 Data 0.001 Err 0.9371 top1 26.562 top5 9.375 | Epoch: [8][60/553] Time 2.444 Data 0.001 Err 0.9774 top1 25.000 top5 8.594 | Epoch: [8][61/553] Time 2.477 Data 0.001 Err 0.9309 top1 25.000 top5 8.594 | Epoch: [8][62/553] Time 2.444 Data 0.001 Err 1.1395 top1 28.906 top5 9.375 | Epoch: [8][63/553] Time 2.450 Data 0.001 Err 1.2371 top1 35.156 top5 12.500 | Epoch: [8][64/553] Time 2.457 Data 0.001 Err 0.9515 top1 22.656 top5 11.719 | Epoch: [8][65/553] Time 2.478 Data 0.001 Err 1.2848 top1 34.375 top5 13.281 | Epoch: [8][66/553] Time 2.446 Data 0.001 Err 1.1045 top1 27.344 top5 10.156 | Epoch: [8][67/553] Time 2.446 Data 0.001 Err 1.2034 top1 32.031 top5 13.281 | Epoch: [8][68/553] Time 2.473 Data 0.001 Err 1.0884 top1 30.469 top5 8.594 | Epoch: [8][69/553] Time 2.469 Data 0.001 Err 0.9646 top1 25.781 top5 7.031 | Epoch: [8][70/553] Time 2.451 Data 0.005 Err 1.2156 top1 32.812 top5 10.938 | Epoch: [8][71/553] Time 2.448 Data 0.001 Err 0.9510 top1 21.875 top5 5.469 | Epoch: [8][72/553] Time 2.522 Data 0.001 Err 1.2745 top1 32.812 top5 14.844 | Epoch: [8][73/553] Time 2.478 Data 0.001 Err 1.3120 top1 31.250 top5 11.719 | Epoch: [8][74/553] Time 2.498 Data 0.001 Err 0.9176 top1 25.000 top5 7.812 | Epoch: [8][75/553] Time 2.449 Data 0.001 Err 0.9336 top1 21.875 top5 10.156 | Epoch: [8][76/553] Time 2.465 Data 0.001 Err 1.1012 top1 24.219 top5 11.719 | Epoch: [8][77/553] Time 2.471 Data 0.001 Err 1.2409 top1 29.688 top5 12.500 | Epoch: [8][78/553] Time 2.449 Data 0.001 Err 1.3568 top1 35.156 top5 13.281 | Epoch: [8][79/553] Time 2.449 Data 0.001 Err 0.9255 top1 26.562 top5 6.250 | Epoch: [8][80/553] Time 2.519 Data 0.001 Err 0.9736 top1 21.094 top5 8.594 | Epoch: [8][81/553] Time 2.519 Data 0.001 Err 1.2055 top1 30.469 top5 13.281 | Epoch: [8][82/553] Time 2.444 Data 0.001 Err 0.8795 top1 22.656 top5 4.688 | Epoch: [8][83/553] Time 2.433 Data 0.001 Err 1.0387 top1 21.875 top5 10.156 | Epoch: [8][84/553] Time 2.469 Data 0.001 Err 1.0081 top1 27.344 top5 8.594 | Epoch: [8][85/553] Time 2.444 Data 0.001 Err 0.9676 top1 28.906 top5 7.031 | Epoch: [8][86/553] Time 2.447 Data 0.001 Err 0.6463 top1 19.531 top5 3.906 | Epoch: [8][87/553] Time 2.446 Data 0.001 Err 0.8595 top1 21.094 top5 10.938 | Epoch: [8][88/553] Time 2.476 Data 0.001 Err 1.1620 top1 30.469 top5 9.375 | Epoch: [8][89/553] Time 2.504 Data 0.003 Err 1.2042 top1 32.031 top5 10.938 | Epoch: [8][90/553] Time 2.464 Data 0.001 Err 0.9292 top1 25.781 top5 7.812 | Epoch: [8][91/553] Time 2.447 Data 0.001 Err 0.8007 top1 21.875 top5 5.469 | Epoch: [8][92/553] Time 2.474 Data 0.001 Err 1.4003 top1 39.062 top5 15.625 | Epoch: [8][93/553] Time 2.442 Data 0.001 Err 0.9427 top1 24.219 top5 8.594 | Epoch: [8][94/553] Time 2.438 Data 0.000 Err 1.1294 top1 30.469 top5 12.500 | Epoch: [8][95/553] Time 2.455 Data 0.001 Err 1.2064 top1 35.156 top5 10.156 | Epoch: [8][96/553] Time 2.519 Data 0.001 Err 1.2464 top1 28.906 top5 13.281 | Epoch: [8][97/553] Time 2.454 Data 0.001 Err 1.1033 top1 29.688 top5 10.156 | Epoch: [8][98/553] Time 2.440 Data 0.001 Err 1.0987 top1 28.125 top5 13.281 | Epoch: [8][99/553] Time 2.453 Data 0.001 Err 0.9502 top1 24.219 top5 10.156 | Epoch: [8][100/553] Time 2.471 Data 0.001 Err 1.0086 top1 28.125 top5 9.375 | Epoch: [8][101/553] Time 2.461 Data 0.001 Err 1.0928 top1 29.688 top5 9.375 | Epoch: [8][102/553] Time 2.489 Data 0.001 Err 1.1728 top1 33.594 top5 7.812 | Epoch: [8][103/553] Time 2.496 Data 0.000 Err 1.2174 top1 32.812 top5 13.281 | Epoch: [8][104/553] Time 2.458 Data 0.001 Err 1.0920 top1 25.000 top5 8.594 | Epoch: [8][105/553] Time 2.504 Data 0.001 Err 1.0012 top1 27.344 top5 10.938 | Epoch: [8][106/553] Time 2.460 Data 0.001 Err 1.1044 top1 29.688 top5 10.156 | Epoch: [8][107/553] Time 2.447 Data 0.001 Err 1.2083 top1 35.938 top5 7.812 | Epoch: [8][108/553] Time 2.465 Data 0.001 Err 1.1359 top1 29.688 top5 12.500 | Epoch: [8][109/553] Time 2.438 Data 0.001 Err 1.1177 top1 32.031 top5 5.469 | Epoch: [8][110/553] Time 2.471 Data 0.001 Err 1.2686 top1 35.938 top5 11.719 | Epoch: [8][111/553] Time 2.482 Data 0.001 Err 1.0650 top1 28.125 top5 13.281 | Epoch: [8][112/553] Time 2.481 Data 0.001 Err 1.1116 top1 32.812 top5 10.156 | Epoch: [8][113/553] Time 2.449 Data 0.001 Err 0.9471 top1 27.344 top5 7.812 | Epoch: [8][114/553] Time 2.471 Data 0.001 Err 1.1604 top1 30.469 top5 10.156 | Epoch: [8][115/553] Time 2.442 Data 0.001 Err 1.2011 top1 33.594 top5 10.938 | Epoch: [8][116/553] Time 2.480 Data 0.001 Err 0.8947 top1 27.344 top5 3.906 | Epoch: [8][117/553] Time 2.440 Data 0.001 Err 1.1040 top1 28.906 top5 10.156 | Epoch: [8][118/553] Time 2.480 Data 0.001 Err 0.9644 top1 26.562 top5 9.375 | Epoch: [8][119/553] Time 2.450 Data 0.001 Err 1.0401 top1 28.125 top5 7.812 | Epoch: [8][120/553] Time 2.474 Data 0.001 Err 1.1864 top1 27.344 top5 10.938 | Epoch: [8][121/553] Time 2.452 Data 0.001 Err 1.1020 top1 32.812 top5 9.375 | Epoch: [8][122/553] Time 2.450 Data 0.001 Err 1.1506 top1 28.906 top5 13.281 | Epoch: [8][123/553] Time 2.455 Data 0.001 Err 1.1247 top1 27.344 top5 11.719 | Epoch: [8][124/553] Time 2.473 Data 0.001 Err 1.0757 top1 26.562 top5 8.594 | Epoch: [8][125/553] Time 2.482 Data 0.001 Err 1.5025 top1 37.500 top5 14.844 | Epoch: [8][126/553] Time 2.456 Data 0.001 Err 0.8402 top1 19.531 top5 8.594 | Epoch: [8][127/553] Time 2.439 Data 0.003 Err 1.1254 top1 28.125 top5 12.500 | Epoch: [8][128/553] Time 2.443 Data 0.001 Err 1.1944 top1 33.594 top5 13.281 | Epoch: [8][129/553] Time 2.437 Data 0.001 Err 1.0413 top1 25.781 top5 8.594 | Epoch: [8][130/553] Time 2.484 Data 0.001 Err 1.1162 top1 26.562 top5 11.719 | Epoch: [8][131/553] Time 2.448 Data 0.001 Err 1.2286 top1 28.125 top5 11.719 | Epoch: [8][132/553] Time 2.473 Data 0.001 Err 0.9423 top1 26.562 top5 7.812 | Epoch: [8][133/553] Time 2.442 Data 0.001 Err 1.1319 top1 29.688 top5 10.938 | Epoch: [8][134/553] Time 2.468 Data 0.001 Err 1.2323 top1 33.594 top5 16.406 | Epoch: [8][135/553] Time 2.458 Data 0.001 Err 1.0293 top1 22.656 top5 7.812 | Epoch: [8][136/553] Time 2.449 Data 0.001 Err 1.0132 top1 28.906 top5 10.938 | Epoch: [8][137/553] Time 2.486 Data 0.001 Err 1.1009 top1 30.469 top5 9.375 | Epoch: [8][138/553] Time 2.473 Data 0.001 Err 1.1551 top1 32.812 top5 11.719 | Epoch: [8][139/553] Time 2.457 Data 0.000 Err 1.1004 top1 29.688 top5 9.375 | Epoch: [8][140/553] Time 2.445 Data 0.001 Err 1.2458 top1 31.250 top5 8.594 | Epoch: [8][141/553] Time 2.483 Data 0.001 Err 1.1638 top1 32.031 top5 10.156 | Epoch: [8][142/553] Time 2.483 Data 0.001 Err 1.0105 top1 25.000 top5 10.938 | Epoch: [8][143/553] Time 2.451 Data 0.001 Err 1.0714 top1 29.688 top5 10.156 | Epoch: [8][144/553] Time 2.450 Data 0.001 Err 1.3734 top1 31.250 top5 16.406 | Epoch: [8][145/553] Time 2.438 Data 0.001 Err 1.1900 top1 35.156 top5 10.156 | Epoch: [8][146/553] Time 2.452 Data 0.001 Err 0.9115 top1 23.438 top5 9.375 | Epoch: [8][147/553] Time 2.480 Data 0.001 Err 0.8957 top1 25.781 top5 8.594 | Epoch: [8][148/553] Time 2.442 Data 0.001 Err 1.0858 top1 26.562 top5 10.938 | Epoch: [8][149/553] Time 2.499 Data 0.001 Err 1.2683 top1 30.469 top5 11.719 | Epoch: [8][150/553] Time 2.486 Data 0.001 Err 1.3046 top1 34.375 top5 10.938 | Epoch: [8][151/553] Time 2.457 Data 0.000 Err 0.9311 top1 27.344 top5 7.031 | Epoch: [8][152/553] Time 2.429 Data 0.001 Err 0.9120 top1 24.219 top5 7.812 | Epoch: [8][153/553] Time 2.434 Data 0.001 Err 1.2094 top1 32.812 top5 11.719 | Epoch: [8][154/553] Time 2.451 Data 0.001 Err 0.9130 top1 24.219 top5 9.375 | Epoch: [8][155/553] Time 2.517 Data 0.001 Err 1.1559 top1 31.250 top5 14.844 | Epoch: [8][156/553] Time 2.439 Data 0.001 Err 1.0578 top1 29.688 top5 12.500 | Epoch: [8][157/553] Time 2.464 Data 0.001 Err 1.1443 top1 31.250 top5 10.938 | Epoch: [8][158/553] Time 2.474 Data 0.001 Err 1.0514 top1 25.781 top5 7.031 | Epoch: [8][159/553] Time 2.503 Data 0.001 Err 1.2136 top1 34.375 top5 16.406 | Epoch: [8][160/553] Time 2.446 Data 0.001 Err 1.2503 top1 32.031 top5 12.500 | Epoch: [8][161/553] Time 2.472 Data 0.001 Err 1.2239 top1 29.688 top5 12.500 | Epoch: [8][162/553] Time 2.445 Data 0.001 Err 1.2436 top1 33.594 top5 10.156 | Epoch: [8][163/553] Time 2.469 Data 0.001 Err 1.3049 top1 33.594 top5 14.844 | Epoch: [8][164/553] Time 2.483 Data 0.001 Err 1.3351 top1 32.031 top5 14.062 | Epoch: [8][165/553] Time 2.443 Data 0.004 Err 1.2353 top1 35.156 top5 9.375 | Epoch: [8][166/553] Time 2.475 Data 0.001 Err 0.9607 top1 29.688 top5 7.812 | Epoch: [8][167/553] Time 2.516 Data 0.001 Err 0.9623 top1 24.219 top5 7.031 | Epoch: [8][168/553] Time 2.450 Data 0.001 Err 1.2166 top1 26.562 top5 16.406 | Epoch: [8][169/553] Time 2.443 Data 0.001 Err 1.4591 top1 36.719 top5 17.969 | Epoch: [8][170/553] Time 2.458 Data 0.001 Err 1.0330 top1 28.906 top5 8.594 | Epoch: [8][171/553] Time 2.482 Data 0.001 Err 0.9692 top1 26.562 top5 5.469 | Epoch: [8][172/553] Time 2.438 Data 0.001 Err 0.9433 top1 28.906 top5 4.688 | Epoch: [8][173/553] Time 2.496 Data 0.001 Err 1.1172 top1 27.344 top5 11.719 | Epoch: [8][174/553] Time 2.455 Data 0.001 Err 0.9725 top1 25.781 top5 7.812 | Epoch: [8][175/553] Time 2.480 Data 0.001 Err 1.2262 top1 30.469 top5 12.500 | Epoch: [8][176/553] Time 2.436 Data 0.001 Err 1.1711 top1 28.125 top5 10.938 | Epoch: [8][177/553] Time 2.476 Data 0.001 Err 1.1334 top1 31.250 top5 9.375 | Epoch: [8][178/553] Time 2.453 Data 0.000 Err 1.0339 top1 30.469 top5 10.156 | Epoch: [8][179/553] Time 2.477 Data 0.001 Err 1.0800 top1 26.562 top5 12.500 | Epoch: [8][180/553] Time 2.451 Data 0.001 Err 1.1051 top1 30.469 top5 13.281 | Epoch: [8][181/553] Time 2.441 Data 0.001 Err 1.1679 top1 30.469 top5 9.375 | Epoch: [8][182/553] Time 2.462 Data 0.001 Err 1.4028 top1 33.594 top5 15.625 | Epoch: [8][183/553] Time 2.446 Data 0.001 Err 0.9454 top1 28.906 top5 7.812 | Epoch: [8][184/553] Time 2.484 Data 0.003 Err 1.2114 top1 30.469 top5 12.500 | Epoch: [8][185/553] Time 2.452 Data 0.001 Err 1.2313 top1 32.031 top5 14.844 | Epoch: [8][186/553] Time 2.491 Data 0.001 Err 0.9910 top1 26.562 top5 9.375 | Epoch: [8][187/553] Time 2.454 Data 0.000 Err 0.9781 top1 24.219 top5 7.812 | Epoch: [8][188/553] Time 2.484 Data 0.001 Err 0.8869 top1 24.219 top5 7.031 | Epoch: [8][189/553] Time 2.476 Data 0.001 Err 1.1897 top1 32.031 top5 10.938 | Epoch: [8][190/553] Time 2.443 Data 0.001 Err 1.0668 top1 26.562 top5 9.375 | Epoch: [8][191/553] Time 2.467 Data 0.001 Err 0.9809 top1 25.781 top5 7.031 | Epoch: [8][192/553] Time 2.445 Data 0.001 Err 1.1420 top1 25.781 top5 12.500 | Epoch: [8][193/553] Time 2.481 Data 0.001 Err 1.4098 top1 33.594 top5 14.062 | Epoch: [8][194/553] Time 2.465 Data 0.001 Err 1.2184 top1 34.375 top5 13.281 | Epoch: [8][195/553] Time 2.478 Data 0.001 Err 0.9212 top1 23.438 top5 9.375 | Epoch: [8][196/553] Time 2.454 Data 0.001 Err 0.9322 top1 29.688 top5 7.031 | Epoch: [8][197/553] Time 2.520 Data 0.001 Err 0.8259 top1 19.531 top5 6.250 | Epoch: [8][198/553] Time 2.473 Data 0.000 Err 0.9444 top1 29.688 top5 3.125 | Epoch: [8][199/553] Time 2.455 Data 0.001 Err 1.1885 top1 28.906 top5 13.281 | Epoch: [8][200/553] Time 2.456 Data 0.001 Err 1.3937 top1 35.938 top5 16.406 | Epoch: [8][201/553] Time 2.480 Data 0.001 Err 1.3153 top1 33.594 top5 12.500 | Epoch: [8][202/553] Time 2.451 Data 0.001 Err 1.0268 top1 25.000 top5 10.938 | Epoch: [8][203/553] Time 2.480 Data 0.003 Err 1.1580 top1 33.594 top5 8.594 | Epoch: [8][204/553] Time 2.513 Data 0.001 Err 0.9890 top1 27.344 top5 7.031 | Epoch: [8][205/553] Time 2.480 Data 0.001 Err 1.0653 top1 26.562 top5 10.156 | Epoch: [8][206/553] Time 2.496 Data 0.000 Err 1.3400 top1 31.250 top5 16.406 | Epoch: [8][207/553] Time 2.481 Data 0.001 Err 1.2277 top1 30.469 top5 11.719 | Epoch: [8][208/553] Time 2.442 Data 0.001 Err 1.0856 top1 29.688 top5 7.031 | Epoch: [8][209/553] Time 2.442 Data 0.001 Err 1.3262 top1 37.500 top5 13.281 | Epoch: [8][210/553] Time 2.440 Data 0.001 Err 0.9534 top1 30.469 top5 7.031 | Epoch: [8][211/553] Time 2.481 Data 0.001 Err 1.1632 top1 30.469 top5 10.938 | Epoch: [8][212/553] Time 2.453 Data 0.001 Err 1.1000 top1 30.469 top5 8.594 | Epoch: [8][213/553] Time 2.457 Data 0.001 Err 0.9469 top1 25.000 top5 7.812 | Epoch: [8][214/553] Time 2.463 Data 0.000 Err 1.0674 top1 25.000 top5 12.500 | Epoch: [8][215/553] Time 2.483 Data 0.001 Err 1.0794 top1 31.250 top5 11.719 | Epoch: [8][216/553] Time 2.441 Data 0.001 Err 1.3794 top1 36.719 top5 14.844 | Epoch: [8][217/553] Time 2.486 Data 0.001 Err 1.1205 top1 26.562 top5 12.500 | Epoch: [8][218/553] Time 2.478 Data 0.001 Err 1.1297 top1 30.469 top5 10.156 | Epoch: [8][219/553] Time 2.435 Data 0.001 Err 1.0733 top1 24.219 top5 9.375 | Epoch: [8][220/553] Time 2.449 Data 0.001 Err 1.0353 top1 28.125 top5 7.812 | Epoch: [8][221/553] Time 2.462 Data 0.001 Err 1.0643 top1 29.688 top5 7.031 | Epoch: [8][222/553] Time 2.448 Data 0.001 Err 1.1688 top1 30.469 top5 10.938 | Epoch: [8][223/553] Time 2.473 Data 0.001 Err 1.2692 top1 33.594 top5 11.719 | Epoch: [8][224/553] Time 2.456 Data 0.001 Err 1.2664 top1 33.594 top5 12.500 | Epoch: [8][225/553] Time 2.448 Data 0.001 Err 1.1777 top1 28.906 top5 10.938 | Epoch: [8][226/553] Time 2.461 Data 0.001 Err 1.0664 top1 25.000 top5 11.719 | Epoch: [8][227/553] Time 2.484 Data 0.001 Err 1.4865 top1 36.719 top5 20.312 | Epoch: [8][228/553] Time 2.477 Data 0.001 Err 1.2081 top1 32.031 top5 12.500 | Epoch: [8][229/553] Time 2.513 Data 0.001 Err 1.1668 top1 26.562 top5 12.500 | Epoch: [8][230/553] Time 2.443 Data 0.001 Err 1.1158 top1 26.562 top5 14.062 | Epoch: [8][231/553] Time 2.442 Data 0.001 Err 0.9751 top1 21.875 top5 9.375 | Epoch: [8][232/553] Time 2.444 Data 0.001 Err 1.1763 top1 32.031 top5 12.500 | Epoch: [8][233/553] Time 2.467 Data 0.001 Err 0.9790 top1 25.781 top5 8.594 | Epoch: [8][234/553] Time 2.525 Data 0.001 Err 0.7750 top1 19.531 top5 9.375 | Epoch: [8][235/553] Time 2.464 Data 0.001 Err 1.1635 top1 29.688 top5 11.719 | Epoch: [8][236/553] Time 2.446 Data 0.001 Err 1.2073 top1 28.906 top5 11.719 | Epoch: [8][237/553] Time 2.451 Data 0.001 Err 1.2290 top1 32.812 top5 9.375 | Epoch: [8][238/553] Time 2.465 Data 0.001 Err 1.3817 top1 35.156 top5 13.281 | Epoch: [8][239/553] Time 2.475 Data 0.001 Err 1.0178 top1 25.781 top5 10.938 | Epoch: [8][240/553] Time 2.468 Data 0.001 Err 1.1258 top1 29.688 top5 11.719 | Epoch: [8][241/553] Time 2.499 Data 0.004 Err 1.0996 top1 30.469 top5 8.594 | Epoch: [8][242/553] Time 2.511 Data 0.001 Err 1.0090 top1 24.219 top5 8.594 | Epoch: [8][243/553] Time 2.466 Data 0.001 Err 1.2767 top1 37.500 top5 14.062 | Epoch: [8][244/553] Time 2.445 Data 0.001 Err 1.1866 top1 34.375 top5 7.031 | Epoch: [8][245/553] Time 2.472 Data 0.001 Err 0.9995 top1 22.656 top5 10.938 | Epoch: [8][246/553] Time 2.449 Data 0.001 Err 0.8665 top1 21.094 top5 4.688 | Epoch: [8][247/553] Time 2.439 Data 0.001 Err 1.1247 top1 32.812 top5 9.375 | Epoch: [8][248/553] Time 2.441 Data 0.001 Err 1.2491 top1 34.375 top5 12.500 | Epoch: [8][249/553] Time 2.440 Data 0.001 Err 1.0408 top1 27.344 top5 14.062 | Epoch: [8][250/553] Time 2.451 Data 0.001 Err 1.0978 top1 28.906 top5 8.594 | Epoch: [8][251/553] Time 2.465 Data 0.001 Err 0.9702 top1 28.906 top5 7.031 | Epoch: [8][252/553] Time 2.450 Data 0.001 Err 1.1050 top1 29.688 top5 10.938 | Epoch: [8][253/553] Time 2.457 Data 0.001 Err 1.4927 top1 35.938 top5 13.281 | Epoch: [8][254/553] Time 2.458 Data 0.001 Err 1.0525 top1 27.344 top5 10.156 | Epoch: [8][255/553] Time 2.454 Data 0.001 Err 1.1859 top1 32.031 top5 10.938 | Epoch: [8][256/553] Time 2.440 Data 0.001 Err 1.1741 top1 29.688 top5 13.281 | Epoch: [8][257/553] Time 2.439 Data 0.001 Err 1.1712 top1 31.250 top5 10.156 | Epoch: [8][258/553] Time 2.491 Data 0.001 Err 1.2471 top1 35.156 top5 11.719 | Epoch: [8][259/553] Time 2.444 Data 0.001 Err 1.4289 top1 39.062 top5 15.625 | Epoch: [8][260/553] Time 2.436 Data 0.003 Err 1.0563 top1 26.562 top5 10.156 | Epoch: [8][261/553] Time 2.433 Data 0.001 Err 1.0686 top1 30.469 top5 10.938 | Epoch: [8][262/553] Time 2.446 Data 0.001 Err 1.2138 top1 31.250 top5 12.500 | Epoch: [8][263/553] Time 2.447 Data 0.001 Err 1.0318 top1 26.562 top5 10.156 | Epoch: [8][264/553] Time 2.446 Data 0.001 Err 0.9811 top1 26.562 top5 7.812 | Epoch: [8][265/553] Time 2.502 Data 0.001 Err 0.9519 top1 28.906 top5 7.031 | Epoch: [8][266/553] Time 2.492 Data 0.001 Err 1.1317 top1 28.125 top5 10.156 | Epoch: [8][267/553] Time 2.442 Data 0.001 Err 0.8820 top1 25.000 top5 4.688 | Epoch: [8][268/553] Time 2.493 Data 0.001 Err 1.1031 top1 27.344 top5 10.156 | Epoch: [8][269/553] Time 2.438 Data 0.001 Err 0.9428 top1 27.344 top5 9.375 | Epoch: [8][270/553] Time 2.452 Data 0.001 Err 1.0701 top1 27.344 top5 9.375 | Epoch: [8][271/553] Time 2.439 Data 0.000 Err 1.3692 top1 37.500 top5 14.062 | Epoch: [8][272/553] Time 2.494 Data 0.001 Err 1.1807 top1 32.031 top5 13.281 | Epoch: [8][273/553] Time 2.482 Data 0.001 Err 1.0752 top1 30.469 top5 5.469 | Epoch: [8][274/553] Time 2.449 Data 0.000 Err 1.0375 top1 28.906 top5 11.719 | Epoch: [8][275/553] Time 2.517 Data 0.001 Err 1.1962 top1 34.375 top5 9.375 | Epoch: [8][276/553] Time 2.448 Data 0.001 Err 0.9865 top1 28.125 top5 9.375 | Epoch: [8][277/553] Time 2.483 Data 0.001 Err 1.0327 top1 29.688 top5 8.594 | Epoch: [8][278/553] Time 2.473 Data 0.001 Err 1.0385 top1 29.688 top5 10.156 | Epoch: [8][279/553] Time 2.467 Data 0.004 Err 1.1612 top1 25.781 top5 8.594 | Epoch: [8][280/553] Time 2.452 Data 0.001 Err 1.2350 top1 27.344 top5 13.281 | Epoch: [8][281/553] Time 2.460 Data 0.001 Err 1.2897 top1 30.469 top5 13.281 | Epoch: [8][282/553] Time 2.486 Data 0.001 Err 1.1549 top1 25.781 top5 10.156 | Epoch: [8][283/553] Time 2.513 Data 0.001 Err 1.0543 top1 31.250 top5 9.375 | Epoch: [8][284/553] Time 2.484 Data 0.001 Err 1.0339 top1 26.562 top5 12.500 | Epoch: [8][285/553] Time 2.511 Data 0.001 Err 1.0689 top1 29.688 top5 7.031 | Epoch: [8][286/553] Time 2.518 Data 0.001 Err 1.2178 top1 28.906 top5 12.500 | Epoch: [8][287/553] Time 2.482 Data 0.001 Err 1.1065 top1 28.125 top5 9.375 | Epoch: [8][288/553] Time 2.443 Data 0.001 Err 1.0751 top1 29.688 top5 7.812 | Epoch: [8][289/553] Time 2.445 Data 0.001 Err 1.0399 top1 30.469 top5 10.156 | Epoch: [8][290/553] Time 2.534 Data 0.001 Err 1.2388 top1 32.031 top5 10.938 | Epoch: [8][291/553] Time 2.479 Data 0.001 Err 1.1472 top1 34.375 top5 9.375 | Epoch: [8][292/553] Time 2.466 Data 0.001 Err 1.1238 top1 27.344 top5 9.375 | Epoch: [8][293/553] Time 2.447 Data 0.001 Err 1.3584 top1 33.594 top5 16.406 | Epoch: [8][294/553] Time 2.446 Data 0.001 Err 1.0269 top1 27.344 top5 10.938 | Epoch: [8][295/553] Time 2.447 Data 0.001 Err 1.1212 top1 33.594 top5 7.812 | Epoch: [8][296/553] Time 2.484 Data 0.001 Err 1.1780 top1 29.688 top5 13.281 | Epoch: [8][297/553] Time 2.453 Data 0.001 Err 1.0397 top1 25.000 top5 11.719 | Epoch: [8][298/553] Time 2.480 Data 0.007 Err 1.1469 top1 28.125 top5 9.375 | Epoch: [8][299/553] Time 2.470 Data 0.001 Err 1.1299 top1 33.594 top5 7.031 | Epoch: [8][300/553] Time 2.486 Data 0.001 Err 1.2191 top1 32.031 top5 8.594 | Epoch: [8][301/553] Time 2.449 Data 0.001 Err 1.2979 top1 35.156 top5 15.625 | Epoch: [8][302/553] Time 2.476 Data 0.001 Err 0.9496 top1 24.219 top5 8.594 | Epoch: [8][303/553] Time 2.490 Data 0.001 Err 1.0992 top1 28.906 top5 8.594 | Epoch: [8][304/553] Time 2.478 Data 0.001 Err 1.0327 top1 30.469 top5 6.250 | Epoch: [8][305/553] Time 2.432 Data 0.001 Err 1.2148 top1 29.688 top5 10.938 | Epoch: [8][306/553] Time 2.447 Data 0.001 Err 1.4681 top1 37.500 top5 17.188 | Epoch: [8][307/553] Time 2.447 Data 0.001 Err 1.1656 top1 28.906 top5 12.500 | Epoch: [8][308/553] Time 2.484 Data 0.001 Err 0.9931 top1 21.875 top5 8.594 | Epoch: [8][309/553] Time 2.483 Data 0.001 Err 1.0667 top1 25.000 top5 10.938 | Epoch: [8][310/553] Time 2.443 Data 0.001 Err 0.9711 top1 23.438 top5 8.594 | Epoch: [8][311/553] Time 2.472 Data 0.001 Err 1.0998 top1 29.688 top5 9.375 | Epoch: [8][312/553] Time 2.494 Data 0.001 Err 1.1350 top1 28.125 top5 11.719 | Epoch: [8][313/553] Time 2.448 Data 0.001 Err 1.0172 top1 23.438 top5 10.938 | Epoch: [8][314/553] Time 2.478 Data 0.001 Err 1.1946 top1 32.031 top5 11.719 | Epoch: [8][315/553] Time 2.473 Data 0.001 Err 1.1745 top1 28.906 top5 14.062 | Epoch: [8][316/553] Time 2.441 Data 0.001 Err 1.1007 top1 29.688 top5 14.062 | Epoch: [8][317/553] Time 2.454 Data 0.005 Err 1.0792 top1 27.344 top5 11.719 | Epoch: [8][318/553] Time 2.445 Data 0.001 Err 1.0475 top1 27.344 top5 10.938 | Epoch: [8][319/553] Time 2.457 Data 0.001 Err 1.0928 top1 28.125 top5 9.375 | Epoch: [8][320/553] Time 2.458 Data 0.001 Err 1.2046 top1 32.812 top5 12.500 | Epoch: [8][321/553] Time 2.454 Data 0.001 Err 1.3582 top1 31.250 top5 17.188 | Epoch: [8][322/553] Time 2.490 Data 0.000 Err 1.1605 top1 28.125 top5 9.375 | Epoch: [8][323/553] Time 2.438 Data 0.001 Err 1.4149 top1 35.156 top5 14.062 | Epoch: [8][324/553] Time 2.447 Data 0.001 Err 1.1154 top1 31.250 top5 10.938 | Epoch: [8][325/553] Time 2.452 Data 0.001 Err 1.3159 top1 34.375 top5 13.281 | Epoch: [8][326/553] Time 2.437 Data 0.001 Err 1.2180 top1 29.688 top5 15.625 | Epoch: [8][327/553] Time 2.450 Data 0.001 Err 1.2398 top1 29.688 top5 14.844 | Epoch: [8][328/553] Time 2.479 Data 0.001 Err 1.2074 top1 33.594 top5 14.062 | Epoch: [8][329/553] Time 2.482 Data 0.001 Err 1.0119 top1 28.125 top5 8.594 | Epoch: [8][330/553] Time 2.450 Data 0.001 Err 1.4416 top1 31.250 top5 15.625 | Epoch: [8][331/553] Time 2.491 Data 0.001 Err 1.3391 top1 32.812 top5 14.844 | Epoch: [8][332/553] Time 2.457 Data 0.001 Err 1.0496 top1 28.125 top5 7.031 | Epoch: [8][333/553] Time 2.430 Data 0.001 Err 1.1188 top1 24.219 top5 10.938 | Epoch: [8][334/553] Time 2.468 Data 0.001 Err 1.0111 top1 22.656 top5 10.156 | Epoch: [8][335/553] Time 2.464 Data 0.001 Err 1.0805 top1 26.562 top5 7.812 | Epoch: [8][336/553] Time 2.436 Data 0.003 Err 1.0865 top1 31.250 top5 9.375 | Epoch: [8][337/553] Time 2.451 Data 0.001 Err 0.9983 top1 28.125 top5 7.812 | Epoch: [8][338/553] Time 2.455 Data 0.001 Err 1.1178 top1 28.125 top5 12.500 | Epoch: [8][339/553] Time 2.510 Data 0.001 Err 1.0935 top1 30.469 top5 7.812 | Epoch: [8][340/553] Time 2.472 Data 0.001 Err 1.2515 top1 32.031 top5 11.719 | Epoch: [8][341/553] Time 2.458 Data 0.001 Err 0.9686 top1 25.000 top5 7.031 | Epoch: [8][342/553] Time 2.440 Data 0.001 Err 1.1689 top1 29.688 top5 11.719 | Epoch: [8][343/553] Time 2.471 Data 0.001 Err 1.0788 top1 25.781 top5 10.938 | Epoch: [8][344/553] Time 2.520 Data 0.001 Err 1.0195 top1 27.344 top5 10.938 | Epoch: [8][345/553] Time 2.445 Data 0.001 Err 0.8851 top1 21.875 top5 7.812 | Epoch: [8][346/553] Time 2.513 Data 0.001 Err 1.3487 top1 35.938 top5 14.844 | Epoch: [8][347/553] Time 2.475 Data 0.001 Err 1.1605 top1 32.812 top5 10.938 | Epoch: [8][348/553] Time 2.471 Data 0.001 Err 1.0088 top1 29.688 top5 8.594 | Epoch: [8][349/553] Time 2.450 Data 0.001 Err 1.0059 top1 24.219 top5 7.812 | Epoch: [8][350/553] Time 2.454 Data 0.001 Err 1.3350 top1 32.812 top5 17.188 | Epoch: [8][351/553] Time 2.438 Data 0.001 Err 1.1780 top1 30.469 top5 11.719 | Epoch: [8][352/553] Time 2.440 Data 0.001 Err 1.0496 top1 26.562 top5 12.500 | Epoch: [8][353/553] Time 2.458 Data 0.001 Err 1.1863 top1 35.156 top5 10.156 | Epoch: [8][354/553] Time 2.437 Data 0.001 Err 1.0746 top1 27.344 top5 9.375 | Epoch: [8][355/553] Time 2.469 Data 0.006 Err 1.2490 top1 36.719 top5 15.625 | Epoch: [8][356/553] Time 2.456 Data 0.001 Err 1.0746 top1 25.781 top5 9.375 | Epoch: [8][357/553] Time 2.447 Data 0.001 Err 1.1131 top1 29.688 top5 12.500 | Epoch: [8][358/553] Time 2.481 Data 0.001 Err 1.1911 top1 32.812 top5 12.500 | Epoch: [8][359/553] Time 2.452 Data 0.001 Err 1.1847 top1 25.781 top5 11.719 | Epoch: [8][360/553] Time 2.443 Data 0.001 Err 1.2190 top1 33.594 top5 10.938 | Epoch: [8][361/553] Time 2.444 Data 0.001 Err 1.2583 top1 32.812 top5 12.500 | Epoch: [8][362/553] Time 2.466 Data 0.001 Err 1.1030 top1 26.562 top5 12.500 | Epoch: [8][363/553] Time 2.464 Data 0.001 Err 1.3796 top1 34.375 top5 14.844 | Epoch: [8][364/553] Time 2.453 Data 0.001 Err 1.0821 top1 28.906 top5 10.938 | Epoch: [8][365/553] Time 2.503 Data 0.001 Err 0.9838 top1 24.219 top5 10.938 | Epoch: [8][366/553] Time 2.458 Data 0.001 Err 1.1426 top1 32.031 top5 11.719 | Epoch: [8][367/553] Time 2.456 Data 0.001 Err 1.2436 top1 28.125 top5 11.719 | Epoch: [8][368/553] Time 2.489 Data 0.001 Err 1.1836 top1 28.906 top5 14.062 | Epoch: [8][369/553] Time 2.457 Data 0.001 Err 1.1478 top1 26.562 top5 10.156 | Epoch: [8][370/553] Time 2.445 Data 0.001 Err 1.3982 top1 42.188 top5 10.156 | Epoch: [8][371/553] Time 2.439 Data 0.001 Err 1.1563 top1 32.031 top5 11.719 | Epoch: [8][372/553] Time 2.488 Data 0.001 Err 1.1845 top1 31.250 top5 8.594 | Epoch: [8][373/553] Time 2.449 Data 0.001 Err 1.0595 top1 24.219 top5 10.938 | Epoch: [8][374/553] Time 2.440 Data 0.003 Err 1.3572 top1 35.938 top5 16.406 | Epoch: [8][375/553] Time 2.454 Data 0.001 Err 0.9346 top1 22.656 top5 7.812 | Epoch: [8][376/553] Time 2.468 Data 0.001 Err 1.5067 top1 39.844 top5 14.844 | Epoch: [8][377/553] Time 2.450 Data 0.001 Err 1.2280 top1 28.125 top5 10.938 | Epoch: [8][378/553] Time 2.469 Data 0.001 Err 1.2340 top1 32.812 top5 9.375 | Epoch: [8][379/553] Time 2.453 Data 0.001 Err 1.1584 top1 27.344 top5 10.938 | Epoch: [8][380/553] Time 2.442 Data 0.001 Err 1.1933 top1 29.688 top5 14.062 | Epoch: [8][381/553] Time 2.488 Data 0.001 Err 1.1253 top1 35.156 top5 7.812 | Epoch: [8][382/553] Time 2.439 Data 0.001 Err 1.2611 top1 33.594 top5 12.500 | Epoch: [8][383/553] Time 2.471 Data 0.001 Err 1.2268 top1 32.812 top5 10.156 | Epoch: [8][384/553] Time 2.518 Data 0.001 Err 1.2921 top1 36.719 top5 14.844 | Epoch: [8][385/553] Time 2.449 Data 0.001 Err 1.0905 top1 26.562 top5 8.594 | Epoch: [8][386/553] Time 2.466 Data 0.001 Err 1.2730 top1 30.469 top5 10.938 | Epoch: [8][387/553] Time 2.448 Data 0.001 Err 1.1992 top1 32.812 top5 11.719 | Epoch: [8][388/553] Time 2.481 Data 0.000 Err 0.8365 top1 23.438 top5 6.250 | Epoch: [8][389/553] Time 2.494 Data 0.001 Err 0.9976 top1 27.344 top5 5.469 | Epoch: [8][390/553] Time 2.438 Data 0.001 Err 1.1651 top1 28.125 top5 10.938 | Epoch: [8][391/553] Time 2.451 Data 0.001 Err 1.4498 top1 35.156 top5 14.062 | Epoch: [8][392/553] Time 2.474 Data 0.001 Err 1.1140 top1 25.781 top5 10.156 | Epoch: [8][393/553] Time 2.448 Data 0.003 Err 1.4551 top1 37.500 top5 14.844 | Epoch: [8][394/553] Time 2.448 Data 0.001 Err 1.1604 top1 31.250 top5 12.500 | Epoch: [8][395/553] Time 2.452 Data 0.001 Err 1.3594 top1 35.938 top5 12.500 | Epoch: [8][396/553] Time 2.453 Data 0.001 Err 1.2338 top1 31.250 top5 13.281 | Epoch: [8][397/553] Time 2.453 Data 0.001 Err 1.0678 top1 25.781 top5 7.812 | Epoch: [8][398/553] Time 2.448 Data 0.001 Err 1.2208 top1 33.594 top5 10.156 | Epoch: [8][399/553] Time 2.452 Data 0.001 Err 1.4457 top1 37.500 top5 17.969 | Epoch: [8][400/553] Time 2.449 Data 0.001 Err 1.0775 top1 30.469 top5 9.375 | Epoch: [8][401/553] Time 2.489 Data 0.001 Err 1.1700 top1 29.688 top5 11.719 | Epoch: [8][402/553] Time 2.480 Data 0.001 Err 1.1088 top1 29.688 top5 10.156 | Epoch: [8][403/553] Time 2.450 Data 0.001 Err 1.3901 top1 33.594 top5 12.500 | Epoch: [8][404/553] Time 2.525 Data 0.001 Err 1.0752 top1 26.562 top5 12.500 | Epoch: [8][405/553] Time 2.450 Data 0.001 Err 1.2549 top1 35.938 top5 12.500 | Epoch: [8][406/553] Time 2.477 Data 0.001 Err 1.3783 top1 33.594 top5 13.281 | Epoch: [8][407/553] Time 2.489 Data 0.001 Err 1.2717 top1 34.375 top5 12.500 | Epoch: [8][408/553] Time 2.455 Data 0.001 Err 1.2843 top1 32.031 top5 12.500 | Epoch: [8][409/553] Time 2.440 Data 0.001 Err 1.2566 top1 31.250 top5 10.938 | Epoch: [8][410/553] Time 2.444 Data 0.001 Err 1.0014 top1 24.219 top5 10.156 | Epoch: [8][411/553] Time 2.438 Data 0.001 Err 1.1180 top1 32.812 top5 8.594 | Epoch: [8][412/553] Time 2.445 Data 0.003 Err 1.2941 top1 35.156 top5 12.500 | Epoch: [8][413/553] Time 2.454 Data 0.001 Err 1.1877 top1 34.375 top5 10.156 | Epoch: [8][414/553] Time 2.460 Data 0.001 Err 1.2774 top1 35.156 top5 16.406 | Epoch: [8][415/553] Time 2.443 Data 0.001 Err 1.2799 top1 33.594 top5 13.281 | Epoch: [8][416/553] Time 2.480 Data 0.001 Err 0.8323 top1 21.875 top5 6.250 | Epoch: [8][417/553] Time 2.449 Data 0.001 Err 1.4385 top1 35.156 top5 14.062 | Epoch: [8][418/553] Time 2.505 Data 0.001 Err 1.3226 top1 32.812 top5 11.719 | Epoch: [8][419/553] Time 2.463 Data 0.001 Err 1.3480 top1 36.719 top5 14.844 | Epoch: [8][420/553] Time 2.482 Data 0.001 Err 1.2195 top1 27.344 top5 14.062 | Epoch: [8][421/553] Time 2.448 Data 0.001 Err 1.2379 top1 30.469 top5 13.281 | Epoch: [8][422/553] Time 2.482 Data 0.001 Err 1.0869 top1 28.125 top5 9.375 | Epoch: [8][423/553] Time 2.481 Data 0.001 Err 1.0739 top1 29.688 top5 10.938 | Epoch: [8][424/553] Time 2.453 Data 0.001 Err 1.4069 top1 35.938 top5 16.406 | Epoch: [8][425/553] Time 2.443 Data 0.001 Err 0.9576 top1 28.125 top5 5.469 | Epoch: [8][426/553] Time 2.460 Data 0.001 Err 1.2156 top1 31.250 top5 14.844 | Epoch: [8][427/553] Time 2.443 Data 0.001 Err 1.4662 top1 35.938 top5 19.531 | Epoch: [8][428/553] Time 2.435 Data 0.001 Err 1.0978 top1 29.688 top5 14.844 | Epoch: [8][429/553] Time 2.448 Data 0.001 Err 1.3276 top1 37.500 top5 15.625 | Epoch: [8][430/553] Time 2.473 Data 0.001 Err 1.1959 top1 32.031 top5 12.500 | Epoch: [8][431/553] Time 2.487 Data 0.003 Err 1.1076 top1 28.906 top5 9.375 | Epoch: [8][432/553] Time 2.502 Data 0.001 Err 0.9296 top1 28.125 top5 7.031 | Epoch: [8][433/553] Time 2.449 Data 0.001 Err 1.3323 top1 29.688 top5 13.281 | Epoch: [8][434/553] Time 2.450 Data 0.001 Err 0.8181 top1 25.000 top5 3.125 | Epoch: [8][435/553] Time 2.447 Data 0.001 Err 1.0702 top1 32.031 top5 10.156 | Epoch: [8][436/553] Time 2.446 Data 0.001 Err 1.2189 top1 31.250 top5 10.938 | Epoch: [8][437/553] Time 2.439 Data 0.001 Err 1.3171 top1 32.812 top5 13.281 | Epoch: [8][438/553] Time 2.438 Data 0.001 Err 1.0211 top1 24.219 top5 8.594 | Epoch: [8][439/553] Time 2.481 Data 0.001 Err 1.2725 top1 28.906 top5 14.062 | Epoch: [8][440/553] Time 2.442 Data 0.001 Err 1.0273 top1 28.125 top5 9.375 | Epoch: [8][441/553] Time 2.452 Data 0.001 Err 1.2782 top1 34.375 top5 13.281 | Epoch: [8][442/553] Time 2.480 Data 0.001 Err 0.9279 top1 28.125 top5 4.688 | Epoch: [8][443/553] Time 2.480 Data 0.001 Err 1.2770 top1 33.594 top5 14.844 | Epoch: [8][444/553] Time 2.445 Data 0.001 Err 1.2805 top1 32.031 top5 13.281 | Epoch: [8][445/553] Time 2.434 Data 0.001 Err 0.9637 top1 29.688 top5 5.469 | Epoch: [8][446/553] Time 2.473 Data 0.001 Err 1.0415 top1 32.031 top5 6.250 | Epoch: [8][447/553] Time 2.443 Data 0.001 Err 1.1919 top1 28.906 top5 14.062 | Epoch: [8][448/553] Time 2.446 Data 0.001 Err 1.1592 top1 30.469 top5 11.719 | Epoch: [8][449/553] Time 2.437 Data 0.001 Err 1.2694 top1 29.688 top5 14.844 | Epoch: [8][450/553] Time 2.481 Data 0.004 Err 1.0482 top1 32.031 top5 9.375 | Epoch: [8][451/553] Time 2.450 Data 0.001 Err 1.4658 top1 36.719 top5 16.406 | Epoch: [8][452/553] Time 2.447 Data 0.001 Err 1.1756 top1 32.812 top5 8.594 | Epoch: [8][453/553] Time 2.445 Data 0.001 Err 1.0700 top1 28.125 top5 7.812 | Epoch: [8][454/553] Time 2.465 Data 0.001 Err 1.3231 top1 31.250 top5 14.844 | Epoch: [8][455/553] Time 2.446 Data 0.001 Err 1.1287 top1 28.906 top5 10.938 | Epoch: [8][456/553] Time 2.446 Data 0.001 Err 1.3397 top1 32.812 top5 12.500 | Epoch: [8][457/553] Time 2.446 Data 0.001 Err 1.0699 top1 27.344 top5 8.594 | Epoch: [8][458/553] Time 2.444 Data 0.001 Err 1.3095 top1 32.031 top5 14.844 | Epoch: [8][459/553] Time 2.434 Data 0.001 Err 1.1392 top1 29.688 top5 10.156 | Epoch: [8][460/553] Time 2.457 Data 0.001 Err 0.8379 top1 19.531 top5 8.594 | Epoch: [8][461/553] Time 2.443 Data 0.001 Err 1.1439 top1 27.344 top5 9.375 | Epoch: [8][462/553] Time 2.472 Data 0.001 Err 1.0251 top1 28.125 top5 8.594 | Epoch: [8][463/553] Time 2.465 Data 0.001 Err 1.1229 top1 28.906 top5 9.375 | Epoch: [8][464/553] Time 2.445 Data 0.001 Err 0.9414 top1 27.344 top5 5.469 | Epoch: [8][465/553] Time 2.449 Data 0.001 Err 1.4717 top1 33.594 top5 14.062 | Epoch: [8][466/553] Time 2.465 Data 0.001 Err 1.0603 top1 31.250 top5 7.812 | Epoch: [8][467/553] Time 2.449 Data 0.001 Err 1.0669 top1 28.906 top5 10.938 | Epoch: [8][468/553] Time 2.445 Data 0.001 Err 0.9205 top1 27.344 top5 6.250 | Epoch: [8][469/553] Time 2.448 Data 0.004 Err 1.1634 top1 32.812 top5 10.156 | Epoch: [8][470/553] Time 2.498 Data 0.001 Err 1.0680 top1 27.344 top5 8.594 | Epoch: [8][471/553] Time 2.446 Data 0.001 Err 1.2214 top1 36.719 top5 11.719 | Epoch: [8][472/553] Time 2.477 Data 0.001 Err 1.1810 top1 31.250 top5 11.719 | Epoch: [8][473/553] Time 2.443 Data 0.001 Err 1.3259 top1 35.156 top5 10.156 | Epoch: [8][474/553] Time 2.455 Data 0.000 Err 1.2296 top1 32.031 top5 10.938 | Epoch: [8][475/553] Time 2.444 Data 0.001 Err 1.0020 top1 28.906 top5 10.156 | Epoch: [8][476/553] Time 2.460 Data 0.001 Err 1.2884 top1 31.250 top5 14.844 | Epoch: [8][477/553] Time 2.453 Data 0.001 Err 1.2628 top1 37.500 top5 11.719 | Epoch: [8][478/553] Time 2.447 Data 0.001 Err 0.8406 top1 21.875 top5 7.812 | Epoch: [8][479/553] Time 2.450 Data 0.001 Err 1.0983 top1 28.125 top5 10.156 | Epoch: [8][480/553] Time 2.471 Data 0.001 Err 1.3126 top1 34.375 top5 14.062 | Epoch: [8][481/553] Time 2.453 Data 0.001 Err 1.0742 top1 29.688 top5 9.375 | Epoch: [8][482/553] Time 2.490 Data 0.001 Err 1.1355 top1 29.688 top5 10.156 | Epoch: [8][483/553] Time 2.450 Data 0.000 Err 1.1262 top1 27.344 top5 14.844 | Epoch: [8][484/553] Time 2.521 Data 0.001 Err 1.0932 top1 28.906 top5 8.594 | Epoch: [8][485/553] Time 2.444 Data 0.001 Err 1.0808 top1 31.250 top5 10.938 | Epoch: [8][486/553] Time 2.466 Data 0.001 Err 0.8810 top1 23.438 top5 8.594 | Epoch: [8][487/553] Time 2.438 Data 0.001 Err 1.1004 top1 28.125 top5 9.375 | Epoch: [8][488/553] Time 2.477 Data 0.003 Err 1.0934 top1 26.562 top5 14.062 | Epoch: [8][489/553] Time 2.435 Data 0.001 Err 1.4081 top1 33.594 top5 17.188 | Epoch: [8][490/553] Time 2.478 Data 0.001 Err 1.5645 top1 42.969 top5 18.750 | Epoch: [8][491/553] Time 2.465 Data 0.001 Err 0.9941 top1 23.438 top5 9.375 | Epoch: [8][492/553] Time 2.451 Data 0.001 Err 1.1744 top1 31.250 top5 11.719 | Epoch: [8][493/553] Time 2.463 Data 0.001 Err 1.1398 top1 28.906 top5 10.938 | Epoch: [8][494/553] Time 2.456 Data 0.001 Err 1.3693 top1 32.812 top5 17.188 | Epoch: [8][495/553] Time 2.448 Data 0.001 Err 1.4846 top1 37.500 top5 12.500 | Epoch: [8][496/553] Time 2.476 Data 0.001 Err 1.2184 top1 28.906 top5 14.062 | Epoch: [8][497/553] Time 2.493 Data 0.001 Err 1.0545 top1 27.344 top5 8.594 | Epoch: [8][498/553] Time 2.441 Data 0.001 Err 1.2186 top1 31.250 top5 12.500 | Epoch: [8][499/553] Time 2.447 Data 0.001 Err 1.0420 top1 27.344 top5 10.938 | Epoch: [8][500/553] Time 2.463 Data 0.001 Err 1.0474 top1 26.562 top5 12.500 | Epoch: [8][501/553] Time 2.443 Data 0.001 Err 1.0632 top1 28.906 top5 8.594 | Epoch: [8][502/553] Time 2.488 Data 0.001 Err 1.0439 top1 28.906 top5 10.156 | Epoch: [8][503/553] Time 2.471 Data 0.001 Err 0.9171 top1 23.438 top5 8.594 | Epoch: [8][504/553] Time 2.446 Data 0.001 Err 0.9857 top1 27.344 top5 8.594 | Epoch: [8][505/553] Time 2.461 Data 0.001 Err 1.2256 top1 31.250 top5 13.281 | Epoch: [8][506/553] Time 2.487 Data 0.001 Err 1.0176 top1 31.250 top5 6.250 | Epoch: [8][507/553] Time 2.438 Data 0.004 Err 0.9023 top1 24.219 top5 10.156 | Epoch: [8][508/553] Time 2.471 Data 0.001 Err 0.9371 top1 25.781 top5 4.688 | Epoch: [8][509/553] Time 2.443 Data 0.001 Err 1.0933 top1 31.250 top5 10.938 | Epoch: [8][510/553] Time 2.492 Data 0.001 Err 1.0213 top1 25.781 top5 6.250 | Epoch: [8][511/553] Time 2.448 Data 0.001 Err 0.9108 top1 27.344 top5 6.250 | Epoch: [8][512/553] Time 2.529 Data 0.001 Err 0.9128 top1 24.219 top5 8.594 | Epoch: [8][513/553] Time 2.458 Data 0.001 Err 1.2448 top1 28.906 top5 10.938 | Epoch: [8][514/553] Time 2.446 Data 0.001 Err 0.9891 top1 24.219 top5 10.156 | Epoch: [8][515/553] Time 2.462 Data 0.001 Err 1.6613 top1 41.406 top5 19.531 | Epoch: [8][516/553] Time 2.469 Data 0.001 Err 0.9221 top1 23.438 top5 9.375 | Epoch: [8][517/553] Time 2.498 Data 0.001 Err 1.1830 top1 36.719 top5 10.938 | Epoch: [8][518/553] Time 2.438 Data 0.001 Err 0.9446 top1 21.875 top5 10.156 | Epoch: [8][519/553] Time 2.498 Data 0.001 Err 1.0882 top1 26.562 top5 10.156 | Epoch: [8][520/553] Time 2.441 Data 0.001 Err 1.0093 top1 28.125 top5 9.375 | Epoch: [8][521/553] Time 2.436 Data 0.001 Err 1.1586 top1 30.469 top5 8.594 | Epoch: [8][522/553] Time 2.441 Data 0.001 Err 1.5285 top1 39.844 top5 16.406 | Epoch: [8][523/553] Time 2.486 Data 0.001 Err 1.1865 top1 32.031 top5 8.594 | Epoch: [8][524/553] Time 2.462 Data 0.001 Err 1.6887 top1 41.406 top5 21.094 | Epoch: [8][525/553] Time 2.442 Data 0.001 Err 1.3551 top1 30.469 top5 14.844 | Epoch: [8][526/553] Time 2.440 Data 0.004 Err 1.0819 top1 26.562 top5 12.500 | Epoch: [8][527/553] Time 2.438 Data 0.001 Err 1.5039 top1 38.281 top5 17.188 | Epoch: [8][528/553] Time 2.449 Data 0.001 Err 1.0269 top1 27.344 top5 7.031 | Epoch: [8][529/553] Time 2.464 Data 0.001 Err 1.2696 top1 32.812 top5 13.281 | Epoch: [8][530/553] Time 2.455 Data 0.001 Err 1.0791 top1 29.688 top5 7.031 | Epoch: [8][531/553] Time 2.450 Data 0.001 Err 1.0207 top1 22.656 top5 10.156 | Epoch: [8][532/553] Time 2.449 Data 0.001 Err 1.3494 top1 35.156 top5 11.719 | Epoch: [8][533/553] Time 2.437 Data 0.001 Err 1.1133 top1 28.125 top5 10.156 | Epoch: [8][534/553] Time 2.445 Data 0.001 Err 1.0375 top1 27.344 top5 8.594 | Epoch: [8][535/553] Time 2.488 Data 0.001 Err 1.3961 top1 35.938 top5 13.281 | Epoch: [8][536/553] Time 2.472 Data 0.001 Err 1.3001 top1 36.719 top5 15.625 | Epoch: [8][537/553] Time 2.476 Data 0.001 Err 1.0127 top1 28.125 top5 8.594 | Epoch: [8][538/553] Time 2.514 Data 0.001 Err 1.2173 top1 31.250 top5 10.156 | Epoch: [8][539/553] Time 2.492 Data 0.001 Err 1.3510 top1 36.719 top5 12.500 | Epoch: [8][540/553] Time 2.519 Data 0.000 Err 0.8660 top1 23.438 top5 7.031 | Epoch: [8][541/553] Time 2.488 Data 0.001 Err 0.9686 top1 28.125 top5 10.156 | Epoch: [8][542/553] Time 2.479 Data 0.001 Err 1.2977 top1 33.594 top5 15.625 | Epoch: [8][543/553] Time 2.453 Data 0.000 Err 0.9690 top1 26.562 top5 5.469 | Epoch: [8][544/553] Time 2.514 Data 0.000 Err 1.1436 top1 28.125 top5 13.281 | Epoch: [8][545/553] Time 2.448 Data 0.000 Err 0.8855 top1 24.219 top5 7.031 | Epoch: [8][546/553] Time 2.438 Data 0.000 Err 1.4896 top1 39.844 top5 17.969 | Epoch: [8][547/553] Time 2.498 Data 0.000 Err 1.3671 top1 34.375 top5 12.500 | Epoch: [8][548/553] Time 2.447 Data 0.000 Err 1.0124 top1 26.562 top5 9.375 | Epoch: [8][549/553] Time 2.487 Data 0.000 Err 1.1729 top1 31.250 top5 10.938 | Epoch: [8][550/553] Time 2.442 Data 0.000 Err 1.3455 top1 30.469 top5 15.625 | Epoch: [8][551/553] Time 2.478 Data 0.000 Err 0.9803 top1 26.562 top5 6.250 | Epoch: [8][552/553] Time 2.450 Data 0.000 Err 1.2634 top1 32.812 top5 12.500 | Epoch: [8][553/553] Time 1.028 Data 0.000 Err 1.5497 top1 38.636 top5 18.182 | Test: [8][1/198] Time 2.454 Data 1.733 top1 39.062 ( 39.062) top5 16.406 ( 16.406) | Test: [8][2/198] Time 0.720 Data 0.001 top1 33.594 ( 36.328) top5 17.969 ( 17.188) | Test: [8][3/198] Time 0.717 Data 0.000 top1 32.812 ( 35.156) top5 14.062 ( 16.146) | Test: [8][4/198] Time 0.714 Data 0.001 top1 42.188 ( 36.914) top5 19.531 ( 16.992) | Test: [8][5/198] Time 0.709 Data 0.001 top1 44.531 ( 38.438) top5 18.750 ( 17.344) | Test: [8][6/198] Time 0.719 Data 0.001 top1 41.406 ( 38.932) top5 15.625 ( 17.057) | Test: [8][7/198] Time 0.713 Data 0.001 top1 37.500 ( 38.728) top5 17.188 ( 17.076) | Test: [8][8/198] Time 0.718 Data 0.001 top1 34.375 ( 38.184) top5 15.625 ( 16.895) | Test: [8][9/198] Time 0.730 Data 0.000 top1 36.719 ( 38.021) top5 16.406 ( 16.840) | Test: [8][10/198] Time 0.719 Data 0.001 top1 37.500 ( 37.969) top5 15.625 ( 16.719) | Test: [8][11/198] Time 0.716 Data 0.001 top1 38.281 ( 37.997) top5 17.969 ( 16.832) | Test: [8][12/198] Time 0.713 Data 0.001 top1 46.094 ( 38.672) top5 21.875 ( 17.253) | Test: [8][13/198] Time 0.716 Data 0.001 top1 29.688 ( 37.981) top5 11.719 ( 16.827) | Test: [8][14/198] Time 0.709 Data 0.001 top1 38.281 ( 38.002) top5 13.281 ( 16.574) | Test: [8][15/198] Time 0.723 Data 0.001 top1 39.062 ( 38.073) top5 13.281 ( 16.354) | Test: [8][16/198] Time 0.716 Data 0.001 top1 39.062 ( 38.135) top5 11.719 ( 16.064) | Test: [8][17/198] Time 0.729 Data 0.001 top1 35.156 ( 37.960) top5 14.844 ( 15.993) | Test: [8][18/198] Time 0.726 Data 0.001 top1 38.281 ( 37.977) top5 17.188 ( 16.059) | Test: [8][19/198] Time 0.734 Data 0.001 top1 32.812 ( 37.706) top5 12.500 ( 15.872) | Test: [8][20/198] Time 0.728 Data 0.001 top1 37.500 ( 37.695) top5 12.500 ( 15.703) | Test: [8][21/198] Time 0.721 Data 0.001 top1 46.094 ( 38.095) top5 19.531 ( 15.885) | Test: [8][22/198] Time 0.725 Data 0.001 top1 32.812 ( 37.855) top5 7.812 ( 15.518) | Test: [8][23/198] Time 0.718 Data 0.000 top1 35.938 ( 37.772) top5 10.938 ( 15.319) | Test: [8][24/198] Time 0.724 Data 0.001 top1 37.500 ( 37.760) top5 16.406 ( 15.365) | Test: [8][25/198] Time 0.721 Data 0.001 top1 32.031 ( 37.531) top5 12.500 ( 15.250) | Test: [8][26/198] Time 0.714 Data 0.001 top1 41.406 ( 37.680) top5 15.625 ( 15.264) | Test: [8][27/198] Time 0.722 Data 0.002 top1 37.500 ( 37.674) top5 13.281 ( 15.191) | Test: [8][28/198] Time 0.722 Data 0.001 top1 46.094 ( 37.974) top5 15.625 ( 15.206) | Test: [8][29/198] Time 0.717 Data 0.001 top1 46.875 ( 38.281) top5 18.750 ( 15.329) | Test: [8][30/198] Time 0.732 Data 0.001 top1 36.719 ( 38.229) top5 10.156 ( 15.156) | Test: [8][31/198] Time 0.742 Data 0.001 top1 36.719 ( 38.180) top5 18.750 ( 15.272) | Test: [8][32/198] Time 0.722 Data 0.001 top1 40.625 ( 38.257) top5 16.406 ( 15.308) | Test: [8][33/198] Time 0.721 Data 0.001 top1 35.156 ( 38.163) top5 11.719 ( 15.199) | Test: [8][34/198] Time 0.724 Data 0.001 top1 28.125 ( 37.868) top5 10.938 ( 15.074) | Test: [8][35/198] Time 0.720 Data 0.001 top1 35.938 ( 37.812) top5 13.281 ( 15.022) | Test: [8][36/198] Time 0.712 Data 0.001 top1 39.062 ( 37.847) top5 14.844 ( 15.017) | Test: [8][37/198] Time 0.715 Data 0.001 top1 39.062 ( 37.880) top5 14.844 ( 15.013) | Test: [8][38/198] Time 0.718 Data 0.001 top1 30.469 ( 37.685) top5 10.938 ( 14.905) | Test: [8][39/198] Time 0.720 Data 0.001 top1 45.312 ( 37.881) top5 21.875 ( 15.084) | Test: [8][40/198] Time 0.719 Data 0.001 top1 46.875 ( 38.105) top5 16.406 ( 15.117) | Test: [8][41/198] Time 0.722 Data 0.001 top1 39.062 ( 38.129) top5 16.406 ( 15.149) | Test: [8][42/198] Time 0.730 Data 0.001 top1 38.281 ( 38.132) top5 18.750 ( 15.234) | Test: [8][43/198] Time 0.734 Data 0.001 top1 39.844 ( 38.172) top5 15.625 ( 15.243) | Test: [8][44/198] Time 0.741 Data 0.001 top1 34.375 ( 38.086) top5 13.281 ( 15.199) | Test: [8][45/198] Time 0.727 Data 0.001 top1 40.625 ( 38.142) top5 17.188 ( 15.243) | Test: [8][46/198] Time 0.719 Data 0.002 top1 32.812 ( 38.026) top5 11.719 ( 15.166) | Test: [8][47/198] Time 0.715 Data 0.001 top1 35.938 ( 37.982) top5 11.719 ( 15.093) | Test: [8][48/198] Time 0.715 Data 0.001 top1 46.875 ( 38.167) top5 20.312 ( 15.202) | Test: [8][49/198] Time 0.715 Data 0.001 top1 39.062 ( 38.186) top5 17.969 ( 15.258) | Test: [8][50/198] Time 0.719 Data 0.001 top1 37.500 ( 38.172) top5 15.625 ( 15.266) | Test: [8][51/198] Time 0.720 Data 0.001 top1 35.156 ( 38.113) top5 11.719 ( 15.196) | Test: [8][52/198] Time 0.723 Data 0.001 top1 35.938 ( 38.071) top5 12.500 ( 15.144) | Test: [8][53/198] Time 0.737 Data 0.001 top1 35.938 ( 38.031) top5 14.844 ( 15.139) | Test: [8][54/198] Time 0.716 Data 0.001 top1 33.594 ( 37.948) top5 10.938 ( 15.061) | Test: [8][55/198] Time 0.725 Data 0.001 top1 46.875 ( 38.111) top5 20.312 ( 15.156) | Test: [8][56/198] Time 0.722 Data 0.001 top1 42.188 ( 38.184) top5 14.844 ( 15.151) | Test: [8][57/198] Time 0.721 Data 0.001 top1 32.031 ( 38.076) top5 13.281 ( 15.118) | Test: [8][58/198] Time 0.729 Data 0.001 top1 45.312 ( 38.200) top5 19.531 ( 15.194) | Test: [8][59/198] Time 0.716 Data 0.001 top1 39.844 ( 38.228) top5 17.188 ( 15.228) | Test: [8][60/198] Time 0.723 Data 0.001 top1 38.281 ( 38.229) top5 14.844 ( 15.221) | Test: [8][61/198] Time 0.716 Data 0.001 top1 40.625 ( 38.268) top5 19.531 ( 15.292) | Test: [8][62/198] Time 0.719 Data 0.001 top1 39.062 ( 38.281) top5 14.844 ( 15.285) | Test: [8][63/198] Time 0.721 Data 0.002 top1 46.094 ( 38.405) top5 21.094 ( 15.377) | Test: [8][64/198] Time 0.719 Data 0.001 top1 39.844 ( 38.428) top5 25.000 ( 15.527) | Test: [8][65/198] Time 0.723 Data 0.001 top1 35.156 ( 38.377) top5 13.281 ( 15.493) | Test: [8][66/198] Time 0.725 Data 0.001 top1 41.406 ( 38.423) top5 17.969 ( 15.530) | Test: [8][67/198] Time 0.726 Data 0.001 top1 30.469 ( 38.305) top5 13.281 ( 15.497) | Test: [8][68/198] Time 0.714 Data 0.001 top1 38.281 ( 38.304) top5 19.531 ( 15.556) | Test: [8][69/198] Time 0.723 Data 0.001 top1 41.406 ( 38.349) top5 15.625 ( 15.557) | Test: [8][70/198] Time 0.733 Data 0.001 top1 35.938 ( 38.315) top5 10.938 ( 15.491) | Test: [8][71/198] Time 0.724 Data 0.001 top1 35.156 ( 38.270) top5 16.406 ( 15.504) | Test: [8][72/198] Time 0.726 Data 0.001 top1 37.500 ( 38.260) top5 9.375 ( 15.419) | Test: [8][73/198] Time 0.728 Data 0.001 top1 42.969 ( 38.324) top5 14.844 ( 15.411) | Test: [8][74/198] Time 0.735 Data 0.001 top1 35.938 ( 38.292) top5 14.844 ( 15.403) | Test: [8][75/198] Time 0.726 Data 0.001 top1 34.375 ( 38.240) top5 14.062 ( 15.385) | Test: [8][76/198] Time 0.728 Data 0.001 top1 35.156 ( 38.199) top5 14.844 ( 15.378) | Test: [8][77/198] Time 0.727 Data 0.001 top1 39.844 ( 38.220) top5 17.188 ( 15.402) | Test: [8][78/198] Time 0.753 Data 0.001 top1 42.188 ( 38.271) top5 21.094 ( 15.475) | Test: [8][79/198] Time 0.720 Data 0.001 top1 43.750 ( 38.341) top5 19.531 ( 15.526) | Test: [8][80/198] Time 0.712 Data 0.001 top1 37.500 ( 38.330) top5 15.625 ( 15.527) | Test: [8][81/198] Time 0.723 Data 0.001 top1 35.156 ( 38.291) top5 15.625 ( 15.529) | Test: [8][82/198] Time 0.717 Data 0.001 top1 35.156 ( 38.253) top5 13.281 ( 15.501) | Test: [8][83/198] Time 0.719 Data 0.001 top1 36.719 ( 38.234) top5 13.281 ( 15.474) | Test: [8][84/198] Time 0.717 Data 0.001 top1 36.719 ( 38.216) top5 11.719 ( 15.430) | Test: [8][85/198] Time 0.715 Data 0.001 top1 36.719 ( 38.199) top5 15.625 ( 15.432) | Test: [8][86/198] Time 0.716 Data 0.001 top1 39.844 ( 38.218) top5 13.281 ( 15.407) | Test: [8][87/198] Time 0.716 Data 0.001 top1 35.156 ( 38.182) top5 9.375 ( 15.338) | Test: [8][88/198] Time 0.719 Data 0.001 top1 29.688 ( 38.086) top5 10.938 ( 15.288) | Test: [8][89/198] Time 0.717 Data 0.001 top1 42.969 ( 38.141) top5 14.062 ( 15.274) | Test: [8][90/198] Time 0.716 Data 0.001 top1 29.688 ( 38.047) top5 7.812 ( 15.191) | Test: [8][91/198] Time 0.720 Data 0.002 top1 32.812 ( 37.989) top5 13.281 ( 15.170) | Test: [8][92/198] Time 0.719 Data 0.001 top1 34.375 ( 37.950) top5 13.281 ( 15.149) | Test: [8][93/198] Time 0.718 Data 0.001 top1 32.031 ( 37.886) top5 11.719 ( 15.113) | Test: [8][94/198] Time 0.724 Data 0.001 top1 34.375 ( 37.849) top5 11.719 ( 15.076) | Test: [8][95/198] Time 0.729 Data 0.001 top1 35.938 ( 37.829) top5 14.062 ( 15.066) | Test: [8][96/198] Time 0.730 Data 0.001 top1 43.750 ( 37.891) top5 15.625 ( 15.072) | Test: [8][97/198] Time 0.727 Data 0.001 top1 30.469 ( 37.814) top5 14.062 ( 15.061) | Test: [8][98/198] Time 0.727 Data 0.001 top1 36.719 ( 37.803) top5 12.500 ( 15.035) | Test: [8][99/198] Time 0.725 Data 0.001 top1 29.688 ( 37.721) top5 13.281 ( 15.017) | Test: [8][100/198] Time 0.738 Data 0.001 top1 31.250 ( 37.656) top5 10.938 ( 14.977) | Test: [8][101/198] Time 0.729 Data 0.001 top1 36.719 ( 37.647) top5 14.844 ( 14.975) | Test: [8][102/198] Time 0.730 Data 0.001 top1 32.812 ( 37.600) top5 14.062 ( 14.966) | Test: [8][103/198] Time 0.718 Data 0.001 top1 34.375 ( 37.568) top5 16.406 ( 14.980) | Test: [8][104/198] Time 0.724 Data 0.001 top1 43.750 ( 37.628) top5 15.625 ( 14.986) | Test: [8][105/198] Time 0.733 Data 0.001 top1 38.281 ( 37.634) top5 11.719 ( 14.955) | Test: [8][106/198] Time 0.738 Data 0.001 top1 39.844 ( 37.655) top5 14.062 ( 14.947) | Test: [8][107/198] Time 0.724 Data 0.001 top1 36.719 ( 37.646) top5 14.844 ( 14.946) | Test: [8][108/198] Time 0.721 Data 0.004 top1 39.844 ( 37.666) top5 14.844 ( 14.945) | Test: [8][109/198] Time 0.725 Data 0.001 top1 37.500 ( 37.665) top5 16.406 ( 14.958) | Test: [8][110/198] Time 0.720 Data 0.001 top1 36.719 ( 37.656) top5 10.938 ( 14.922) | Test: [8][111/198] Time 0.718 Data 0.001 top1 37.500 ( 37.655) top5 10.938 ( 14.886) | Test: [8][112/198] Time 0.711 Data 0.001 top1 35.156 ( 37.633) top5 13.281 ( 14.872) | Test: [8][113/198] Time 0.717 Data 0.001 top1 36.719 ( 37.624) top5 11.719 ( 14.844) | Test: [8][114/198] Time 0.721 Data 0.001 top1 39.062 ( 37.637) top5 15.625 ( 14.851) | Test: [8][115/198] Time 0.717 Data 0.001 top1 39.844 ( 37.656) top5 21.875 ( 14.912) | Test: [8][116/198] Time 0.721 Data 0.001 top1 41.406 ( 37.689) top5 14.844 ( 14.911) | Test: [8][117/198] Time 0.715 Data 0.001 top1 44.531 ( 37.747) top5 22.656 ( 14.977) | Test: [8][118/198] Time 0.713 Data 0.000 top1 36.719 ( 37.738) top5 12.500 ( 14.956) | Test: [8][119/198] Time 0.718 Data 0.001 top1 42.969 ( 37.782) top5 17.969 ( 14.982) | Test: [8][120/198] Time 0.717 Data 0.001 top1 45.312 ( 37.845) top5 17.188 ( 15.000) | Test: [8][121/198] Time 0.721 Data 0.001 top1 39.062 ( 37.855) top5 14.844 ( 14.999) | Test: [8][122/198] Time 0.722 Data 0.001 top1 42.969 ( 37.897) top5 16.406 ( 15.010) | Test: [8][123/198] Time 0.726 Data 0.001 top1 32.812 ( 37.856) top5 10.938 ( 14.977) | Test: [8][124/198] Time 0.731 Data 0.001 top1 29.688 ( 37.790) top5 14.062 ( 14.970) | Test: [8][125/198] Time 0.727 Data 0.001 top1 34.375 ( 37.763) top5 14.062 ( 14.963) | Test: [8][126/198] Time 0.732 Data 0.001 top1 40.625 ( 37.785) top5 17.188 ( 14.980) | Test: [8][127/198] Time 0.715 Data 0.001 top1 39.062 ( 37.795) top5 14.844 ( 14.979) | Test: [8][128/198] Time 0.721 Data 0.002 top1 36.719 ( 37.787) top5 14.844 ( 14.978) | Test: [8][129/198] Time 0.715 Data 0.001 top1 39.062 ( 37.797) top5 17.969 ( 15.001) | Test: [8][130/198] Time 0.716 Data 0.001 top1 33.594 ( 37.764) top5 11.719 ( 14.976) | Test: [8][131/198] Time 0.735 Data 0.001 top1 33.594 ( 37.733) top5 8.594 ( 14.927) | Test: [8][132/198] Time 0.730 Data 0.001 top1 39.844 ( 37.749) top5 18.750 ( 14.956) | Test: [8][133/198] Time 0.734 Data 0.001 top1 43.750 ( 37.794) top5 15.625 ( 14.961) | Test: [8][134/198] Time 0.741 Data 0.001 top1 43.750 ( 37.838) top5 23.438 ( 15.024) | Test: [8][135/198] Time 0.728 Data 0.001 top1 39.844 ( 37.853) top5 17.188 ( 15.041) | Test: [8][136/198] Time 0.722 Data 0.001 top1 34.375 ( 37.827) top5 14.062 ( 15.033) | Test: [8][137/198] Time 0.712 Data 0.001 top1 45.312 ( 37.882) top5 23.438 ( 15.095) | Test: [8][138/198] Time 0.723 Data 0.001 top1 35.156 ( 37.862) top5 15.625 ( 15.099) | Test: [8][139/198] Time 0.715 Data 0.001 top1 40.625 ( 37.882) top5 18.750 ( 15.125) | Test: [8][140/198] Time 0.721 Data 0.002 top1 40.625 ( 37.902) top5 14.062 ( 15.117) | Test: [8][141/198] Time 0.711 Data 0.001 top1 35.938 ( 37.888) top5 17.188 ( 15.132) | Test: [8][142/198] Time 0.721 Data 0.001 top1 39.062 ( 37.896) top5 16.406 ( 15.141) | Test: [8][143/198] Time 0.714 Data 0.001 top1 34.375 ( 37.872) top5 14.844 ( 15.139) | Test: [8][144/198] Time 0.721 Data 0.001 top1 32.812 ( 37.836) top5 11.719 ( 15.115) | Test: [8][145/198] Time 0.725 Data 0.001 top1 42.969 ( 37.872) top5 11.719 ( 15.092) | Test: [8][146/198] Time 0.727 Data 0.001 top1 34.375 ( 37.848) top5 12.500 ( 15.074) | Test: [8][147/198] Time 0.724 Data 0.001 top1 40.625 ( 37.867) top5 17.188 ( 15.088) | Test: [8][148/198] Time 0.721 Data 0.000 top1 41.406 ( 37.891) top5 14.844 ( 15.087) | Test: [8][149/198] Time 0.716 Data 0.001 top1 28.906 ( 37.830) top5 11.719 ( 15.064) | Test: [8][150/198] Time 0.717 Data 0.000 top1 36.719 ( 37.823) top5 12.500 ( 15.047) | Test: [8][151/198] Time 0.714 Data 0.001 top1 32.812 ( 37.790) top5 10.156 ( 15.014) | Test: [8][152/198] Time 0.741 Data 0.001 top1 38.281 ( 37.793) top5 15.625 ( 15.019) | Test: [8][153/198] Time 0.730 Data 0.001 top1 40.625 ( 37.811) top5 13.281 ( 15.007) | Test: [8][154/198] Time 0.734 Data 0.001 top1 32.812 ( 37.779) top5 12.500 ( 14.991) | Test: [8][155/198] Time 0.726 Data 0.001 top1 39.062 ( 37.787) top5 13.281 ( 14.980) | Test: [8][156/198] Time 0.731 Data 0.001 top1 33.594 ( 37.760) top5 11.719 ( 14.959) | Test: [8][157/198] Time 0.731 Data 0.001 top1 39.062 ( 37.769) top5 10.938 ( 14.933) | Test: [8][158/198] Time 0.718 Data 0.001 top1 42.188 ( 37.797) top5 17.969 ( 14.953) | Test: [8][159/198] Time 0.721 Data 0.001 top1 41.406 ( 37.819) top5 17.969 ( 14.972) | Test: [8][160/198] Time 0.731 Data 0.001 top1 29.688 ( 37.769) top5 7.812 ( 14.927) | Test: [8][161/198] Time 0.731 Data 0.001 top1 36.719 ( 37.762) top5 16.406 ( 14.936) | Test: [8][162/198] Time 0.737 Data 0.001 top1 37.500 ( 37.760) top5 17.188 ( 14.950) | Test: [8][163/198] Time 0.730 Data 0.001 top1 37.500 ( 37.759) top5 17.188 ( 14.964) | Test: [8][164/198] Time 0.731 Data 0.005 top1 32.031 ( 37.724) top5 13.281 ( 14.953) | Test: [8][165/198] Time 0.732 Data 0.001 top1 35.938 ( 37.713) top5 18.750 ( 14.976) | Test: [8][166/198] Time 0.724 Data 0.004 top1 35.938 ( 37.702) top5 14.062 ( 14.971) | Test: [8][167/198] Time 0.719 Data 0.001 top1 38.281 ( 37.706) top5 10.938 ( 14.947) | Test: [8][168/198] Time 0.719 Data 0.001 top1 37.500 ( 37.705) top5 17.188 ( 14.960) | Test: [8][169/198] Time 0.715 Data 0.000 top1 39.844 ( 37.717) top5 12.500 ( 14.945) | Test: [8][170/198] Time 0.717 Data 0.001 top1 42.188 ( 37.744) top5 13.281 ( 14.936) | Test: [8][171/198] Time 0.714 Data 0.001 top1 34.375 ( 37.724) top5 14.062 ( 14.931) | Test: [8][172/198] Time 0.715 Data 0.001 top1 36.719 ( 37.718) top5 11.719 ( 14.912) | Test: [8][173/198] Time 0.720 Data 0.001 top1 32.812 ( 37.690) top5 19.531 ( 14.939) | Test: [8][174/198] Time 0.716 Data 0.001 top1 37.500 ( 37.689) top5 14.844 ( 14.938) | Test: [8][175/198] Time 0.718 Data 0.001 top1 40.625 ( 37.705) top5 14.844 ( 14.938) | Test: [8][176/198] Time 0.720 Data 0.001 top1 36.719 ( 37.700) top5 15.625 ( 14.941) | Test: [8][177/198] Time 0.718 Data 0.001 top1 39.062 ( 37.707) top5 14.062 ( 14.936) | Test: [8][178/198] Time 0.718 Data 0.001 top1 35.156 ( 37.693) top5 11.719 ( 14.918) | Test: [8][179/198] Time 0.714 Data 0.001 top1 40.625 ( 37.709) top5 22.656 ( 14.962) | Test: [8][180/198] Time 0.720 Data 0.001 top1 39.062 ( 37.717) top5 14.844 ( 14.961) | Test: [8][181/198] Time 0.715 Data 0.001 top1 36.719 ( 37.711) top5 13.281 ( 14.952) | Test: [8][182/198] Time 0.716 Data 0.001 top1 37.500 ( 37.710) top5 17.969 ( 14.968) | Test: [8][183/198] Time 0.714 Data 0.001 top1 27.344 ( 37.654) top5 10.938 ( 14.946) | Test: [8][184/198] Time 0.717 Data 0.002 top1 40.625 ( 37.670) top5 16.406 ( 14.954) | Test: [8][185/198] Time 0.731 Data 0.001 top1 37.500 ( 37.669) top5 12.500 ( 14.941) | Test: [8][186/198] Time 0.729 Data 0.001 top1 40.625 ( 37.685) top5 20.312 ( 14.970) | Test: [8][187/198] Time 0.727 Data 0.001 top1 37.500 ( 37.684) top5 19.531 ( 14.994) | Test: [8][188/198] Time 0.724 Data 0.000 top1 41.406 ( 37.704) top5 20.312 ( 15.022) | Test: [8][189/198] Time 0.730 Data 0.000 top1 45.312 ( 37.744) top5 15.625 ( 15.026) | Test: [8][190/198] Time 0.734 Data 0.000 top1 45.312 ( 37.784) top5 14.844 ( 15.025) | Test: [8][191/198] Time 0.728 Data 0.002 top1 40.625 ( 37.799) top5 18.750 ( 15.044) | Test: [8][192/198] Time 0.728 Data 0.000 top1 40.625 ( 37.813) top5 18.750 ( 15.063) | Test: [8][193/198] Time 0.720 Data 0.000 top1 35.156 ( 37.800) top5 14.062 ( 15.058) | Test: [8][194/198] Time 0.720 Data 0.000 top1 30.469 ( 37.762) top5 11.719 ( 15.041) | Test: [8][195/198] Time 0.715 Data 0.000 top1 43.750 ( 37.792) top5 22.656 ( 15.080) | Test: [8][196/198] Time 0.709 Data 0.000 top1 34.375 ( 37.775) top5 16.406 ( 15.087) | Test: [8][197/198] Time 0.257 Data 0.000 top1 32.353 ( 37.748) top5 17.647 ( 15.100) | Test: [8][198/198] Time 0.716 Data 0.000 top1 41.406 ( 37.766) top5 18.750 ( 15.118) * Finished epoch # 8 top1: 37.766 top5: 15.118 * Best model 37.765987076649 15.118324792038 Epoch 9 => Training epoch # 9 | Epoch: [9][1/553] Time 5.015 Data 2.520 Err 0.7703 top1 21.094 top5 7.031 | Epoch: [9][2/553] Time 2.464 Data 0.001 Err 0.9216 top1 23.438 top5 6.250 | Epoch: [9][3/553] Time 2.438 Data 0.001 Err 1.0060 top1 25.781 top5 7.031 | Epoch: [9][4/553] Time 2.443 Data 0.001 Err 0.9947 top1 28.906 top5 9.375 | Epoch: [9][5/553] Time 2.430 Data 0.001 Err 1.1081 top1 27.344 top5 7.031 | Epoch: [9][6/553] Time 2.459 Data 0.001 Err 0.9386 top1 27.344 top5 8.594 | Epoch: [9][7/553] Time 2.450 Data 0.001 Err 1.0496 top1 25.000 top5 12.500 | Epoch: [9][8/553] Time 2.446 Data 0.001 Err 0.9308 top1 26.562 top5 7.812 | Epoch: [9][9/553] Time 2.435 Data 0.001 Err 0.9425 top1 21.875 top5 10.156 | Epoch: [9][10/553] Time 2.455 Data 0.001 Err 0.8516 top1 23.438 top5 7.812 | Epoch: [9][11/553] Time 2.458 Data 0.001 Err 1.1657 top1 29.688 top5 10.156 | Epoch: [9][12/553] Time 2.448 Data 0.001 Err 0.7588 top1 20.312 top5 3.125 | Epoch: [9][13/553] Time 2.462 Data 0.001 Err 1.1411 top1 28.125 top5 11.719 | Epoch: [9][14/553] Time 2.461 Data 0.001 Err 0.9111 top1 24.219 top5 7.812 | Epoch: [9][15/553] Time 2.429 Data 0.001 Err 0.9102 top1 21.875 top5 8.594 | Epoch: [9][16/553] Time 2.436 Data 0.001 Err 1.1423 top1 32.031 top5 9.375 | Epoch: [9][17/553] Time 2.472 Data 0.001 Err 1.0394 top1 25.781 top5 7.031 | Epoch: [9][18/553] Time 2.469 Data 0.001 Err 1.2292 top1 30.469 top5 13.281 | Epoch: [9][19/553] Time 2.429 Data 0.000 Err 1.2649 top1 33.594 top5 10.156 | Epoch: [9][20/553] Time 2.439 Data 0.001 Err 1.1067 top1 33.594 top5 10.938 | Epoch: [9][21/553] Time 2.466 Data 0.001 Err 1.0583 top1 32.031 top5 10.938 | Epoch: [9][22/553] Time 2.482 Data 0.001 Err 1.0087 top1 30.469 top5 7.812 | Epoch: [9][23/553] Time 2.440 Data 0.001 Err 1.1108 top1 27.344 top5 12.500 | Epoch: [9][24/553] Time 2.432 Data 0.001 Err 1.0002 top1 25.000 top5 9.375 | Epoch: [9][25/553] Time 2.468 Data 0.001 Err 1.0206 top1 25.000 top5 10.938 | Epoch: [9][26/553] Time 2.449 Data 0.001 Err 1.2023 top1 31.250 top5 13.281 | Epoch: [9][27/553] Time 2.449 Data 0.000 Err 0.9958 top1 23.438 top5 10.938 | Epoch: [9][28/553] Time 2.439 Data 0.001 Err 1.1037 top1 26.562 top5 12.500 | Epoch: [9][29/553] Time 2.456 Data 0.001 Err 1.2728 top1 33.594 top5 10.938 | Epoch: [9][30/553] Time 2.441 Data 0.001 Err 1.1640 top1 29.688 top5 10.156 | Epoch: [9][31/553] Time 2.449 Data 0.001 Err 0.9803 top1 25.000 top5 10.938 | Epoch: [9][32/553] Time 2.437 Data 0.001 Err 0.7367 top1 17.969 top5 6.250 | Epoch: [9][33/553] Time 2.428 Data 0.001 Err 1.1990 top1 30.469 top5 13.281 | Epoch: [9][34/553] Time 2.458 Data 0.001 Err 0.8517 top1 25.781 top5 7.031 | Epoch: [9][35/553] Time 2.443 Data 0.001 Err 1.1613 top1 30.469 top5 10.938 | Epoch: [9][36/553] Time 2.438 Data 0.001 Err 1.4157 top1 32.812 top5 15.625 | Epoch: [9][37/553] Time 2.442 Data 0.001 Err 1.3922 top1 34.375 top5 14.062 | Epoch: [9][38/553] Time 2.435 Data 0.001 Err 1.1816 top1 31.250 top5 14.062 | Epoch: [9][39/553] Time 2.469 Data 0.001 Err 1.0073 top1 26.562 top5 6.250 | Epoch: [9][40/553] Time 2.437 Data 0.000 Err 1.0480 top1 29.688 top5 10.938 | Epoch: [9][41/553] Time 2.474 Data 0.001 Err 1.3151 top1 31.250 top5 13.281 | Epoch: [9][42/553] Time 2.437 Data 0.001 Err 1.0275 top1 26.562 top5 10.938 | Epoch: [9][43/553] Time 2.435 Data 0.001 Err 0.8454 top1 21.875 top5 7.031 | Epoch: [9][44/553] Time 2.438 Data 0.001 Err 1.1646 top1 33.594 top5 10.156 | Epoch: [9][45/553] Time 2.457 Data 0.001 Err 1.0165 top1 25.781 top5 7.812 | Epoch: [9][46/553] Time 2.440 Data 0.001 Err 1.3293 top1 37.500 top5 13.281 | Epoch: [9][47/553] Time 2.498 Data 0.001 Err 1.0493 top1 33.594 top5 8.594 | Epoch: [9][48/553] Time 2.447 Data 0.001 Err 0.7912 top1 23.438 top5 6.250 | Epoch: [9][49/553] Time 2.473 Data 0.001 Err 1.2512 top1 31.250 top5 11.719 | Epoch: [9][50/553] Time 2.447 Data 0.001 Err 0.9187 top1 28.125 top5 6.250 | Epoch: [9][51/553] Time 2.464 Data 0.001 Err 1.1855 top1 32.031 top5 11.719 | Epoch: [9][52/553] Time 2.482 Data 0.001 Err 1.3243 top1 32.812 top5 13.281 | Epoch: [9][53/553] Time 2.480 Data 0.001 Err 0.7726 top1 25.781 top5 5.469 | Epoch: [9][54/553] Time 2.438 Data 0.001 Err 1.1583 top1 33.594 top5 10.938 | Epoch: [9][55/553] Time 2.514 Data 0.001 Err 1.0398 top1 29.688 top5 10.938 | Epoch: [9][56/553] Time 2.451 Data 0.001 Err 0.9392 top1 28.125 top5 7.812 | Epoch: [9][57/553] Time 2.468 Data 0.001 Err 1.1313 top1 33.594 top5 11.719 | Epoch: [9][58/553] Time 2.454 Data 0.001 Err 1.0359 top1 29.688 top5 10.938 | Epoch: [9][59/553] Time 2.467 Data 0.001 Err 0.9472 top1 24.219 top5 11.719 | Epoch: [9][60/553] Time 2.450 Data 0.001 Err 0.9135 top1 24.219 top5 9.375 | Epoch: [9][61/553] Time 2.434 Data 0.001 Err 0.9776 top1 28.906 top5 7.812 | Epoch: [9][62/553] Time 2.448 Data 0.001 Err 0.9544 top1 25.781 top5 5.469 | Epoch: [9][63/553] Time 2.440 Data 0.001 Err 0.9579 top1 23.438 top5 10.156 | Epoch: [9][64/553] Time 2.447 Data 0.004 Err 1.4352 top1 33.594 top5 18.750 | Epoch: [9][65/553] Time 2.436 Data 0.001 Err 1.1436 top1 33.594 top5 11.719 | Epoch: [9][66/553] Time 2.435 Data 0.001 Err 0.9308 top1 25.000 top5 7.812 | Epoch: [9][67/553] Time 2.446 Data 0.001 Err 1.0089 top1 31.250 top5 10.156 | Epoch: [9][68/553] Time 2.479 Data 0.001 Err 1.1471 top1 32.031 top5 11.719 | Epoch: [9][69/553] Time 2.441 Data 0.001 Err 1.2017 top1 28.125 top5 10.156 | Epoch: [9][70/553] Time 2.481 Data 0.001 Err 1.1146 top1 26.562 top5 10.938 | Epoch: [9][71/553] Time 2.475 Data 0.001 Err 0.9554 top1 25.781 top5 9.375 | Epoch: [9][72/553] Time 2.449 Data 0.001 Err 1.1546 top1 32.812 top5 14.062 | Epoch: [9][73/553] Time 2.448 Data 0.001 Err 1.0646 top1 28.906 top5 11.719 | Epoch: [9][74/553] Time 2.446 Data 0.001 Err 1.1682 top1 28.906 top5 14.062 | Epoch: [9][75/553] Time 2.493 Data 0.001 Err 0.7991 top1 20.312 top5 5.469 | Epoch: [9][76/553] Time 2.472 Data 0.000 Err 1.0459 top1 25.000 top5 9.375 | Epoch: [9][77/553] Time 2.442 Data 0.001 Err 1.0043 top1 26.562 top5 10.938 | Epoch: [9][78/553] Time 2.447 Data 0.001 Err 1.0926 top1 28.125 top5 12.500 | Epoch: [9][79/553] Time 2.451 Data 0.001 Err 0.8083 top1 24.219 top5 7.812 | Epoch: [9][80/553] Time 2.460 Data 0.001 Err 1.0121 top1 26.562 top5 10.938 | Epoch: [9][81/553] Time 2.451 Data 0.001 Err 1.0060 top1 28.125 top5 7.031 | Epoch: [9][82/553] Time 2.445 Data 0.001 Err 1.0254 top1 29.688 top5 7.812 | Epoch: [9][83/553] Time 2.471 Data 0.003 Err 0.8379 top1 22.656 top5 5.469 | Epoch: [9][84/553] Time 2.466 Data 0.001 Err 0.9938 top1 25.781 top5 7.031 | Epoch: [9][85/553] Time 2.446 Data 0.001 Err 0.9538 top1 28.125 top5 8.594 | Epoch: [9][86/553] Time 2.481 Data 0.001 Err 1.1607 top1 35.938 top5 12.500 | Epoch: [9][87/553] Time 2.450 Data 0.001 Err 1.0443 top1 28.906 top5 6.250 | Epoch: [9][88/553] Time 2.515 Data 0.001 Err 0.9165 top1 25.000 top5 8.594 | Epoch: [9][89/553] Time 2.445 Data 0.001 Err 1.0489 top1 25.781 top5 10.156 | Epoch: [9][90/553] Time 2.441 Data 0.001 Err 1.0875 top1 29.688 top5 8.594 | Epoch: [9][91/553] Time 2.496 Data 0.001 Err 1.1096 top1 32.031 top5 14.062 | Epoch: [9][92/553] Time 2.454 Data 0.001 Err 0.8859 top1 25.000 top5 7.812 | Epoch: [9][93/553] Time 2.481 Data 0.001 Err 1.0083 top1 32.031 top5 7.031 | Epoch: [9][94/553] Time 2.461 Data 0.001 Err 1.0797 top1 32.031 top5 10.156 | Epoch: [9][95/553] Time 2.456 Data 0.001 Err 1.0449 top1 29.688 top5 8.594 | Epoch: [9][96/553] Time 2.510 Data 0.001 Err 1.0324 top1 30.469 top5 9.375 | Epoch: [9][97/553] Time 2.451 Data 0.001 Err 0.7546 top1 23.438 top5 6.250 | Epoch: [9][98/553] Time 2.451 Data 0.001 Err 1.2845 top1 33.594 top5 11.719 | Epoch: [9][99/553] Time 2.491 Data 0.001 Err 1.0520 top1 27.344 top5 8.594 | Epoch: [9][100/553] Time 2.444 Data 0.001 Err 1.1861 top1 31.250 top5 11.719 | Epoch: [9][101/553] Time 2.461 Data 0.001 Err 1.2938 top1 39.062 top5 14.062 | Epoch: [9][102/553] Time 2.451 Data 0.004 Err 1.1967 top1 30.469 top5 8.594 | Epoch: [9][103/553] Time 2.454 Data 0.001 Err 0.9601 top1 24.219 top5 12.500 | Epoch: [9][104/553] Time 2.444 Data 0.001 Err 1.3414 top1 34.375 top5 16.406 | Epoch: [9][105/553] Time 2.443 Data 0.001 Err 1.0964 top1 33.594 top5 10.156 | Epoch: [9][106/553] Time 2.486 Data 0.001 Err 1.0406 top1 30.469 top5 7.812 | Epoch: [9][107/553] Time 2.452 Data 0.001 Err 1.0505 top1 25.000 top5 9.375 | Epoch: [9][108/553] Time 2.468 Data 0.001 Err 1.1803 top1 35.156 top5 10.156 | Epoch: [9][109/553] Time 2.449 Data 0.001 Err 1.1112 top1 28.906 top5 10.156 | Epoch: [9][110/553] Time 2.513 Data 0.001 Err 0.9385 top1 27.344 top5 7.031 | Epoch: [9][111/553] Time 2.442 Data 0.001 Err 1.1476 top1 27.344 top5 13.281 | Epoch: [9][112/553] Time 2.478 Data 0.001 Err 1.2755 top1 35.156 top5 13.281 | Epoch: [9][113/553] Time 2.444 Data 0.001 Err 1.0547 top1 30.469 top5 10.938 | Epoch: [9][114/553] Time 2.482 Data 0.001 Err 1.1205 top1 34.375 top5 11.719 | Epoch: [9][115/553] Time 2.442 Data 0.001 Err 1.0678 top1 23.438 top5 11.719 | Epoch: [9][116/553] Time 2.485 Data 0.001 Err 1.1273 top1 25.781 top5 10.156 | Epoch: [9][117/553] Time 2.449 Data 0.001 Err 1.2210 top1 29.688 top5 14.844 | Epoch: [9][118/553] Time 2.444 Data 0.001 Err 1.1300 top1 27.344 top5 9.375 | Epoch: [9][119/553] Time 2.476 Data 0.001 Err 1.0330 top1 25.781 top5 9.375 | Epoch: [9][120/553] Time 2.434 Data 0.001 Err 1.0644 top1 23.438 top5 10.156 | Epoch: [9][121/553] Time 2.510 Data 0.002 Err 1.3942 top1 34.375 top5 14.844 | Epoch: [9][122/553] Time 2.448 Data 0.001 Err 0.9580 top1 28.125 top5 7.812 | Epoch: [9][123/553] Time 2.493 Data 0.001 Err 1.1042 top1 29.688 top5 10.938 | Epoch: [9][124/553] Time 2.507 Data 0.001 Err 0.9242 top1 26.562 top5 7.812 | Epoch: [9][125/553] Time 2.451 Data 0.001 Err 1.3853 top1 36.719 top5 17.188 | Epoch: [9][126/553] Time 2.483 Data 0.001 Err 1.2478 top1 30.469 top5 11.719 | Epoch: [9][127/553] Time 2.449 Data 0.001 Err 1.0280 top1 27.344 top5 8.594 | Epoch: [9][128/553] Time 2.457 Data 0.001 Err 1.1622 top1 31.250 top5 10.156 | Epoch: [9][129/553] Time 2.463 Data 0.001 Err 1.1827 top1 28.906 top5 13.281 | Epoch: [9][130/553] Time 2.460 Data 0.001 Err 0.8820 top1 23.438 top5 9.375 | Epoch: [9][131/553] Time 2.446 Data 0.001 Err 1.4218 top1 36.719 top5 10.938 | Epoch: [9][132/553] Time 2.476 Data 0.001 Err 1.0076 top1 24.219 top5 9.375 | Epoch: [9][133/553] Time 2.467 Data 0.001 Err 1.0582 top1 31.250 top5 9.375 | Epoch: [9][134/553] Time 2.474 Data 0.001 Err 0.9127 top1 23.438 top5 5.469 | Epoch: [9][135/553] Time 2.453 Data 0.001 Err 1.2049 top1 30.469 top5 10.938 | Epoch: [9][136/553] Time 2.527 Data 0.001 Err 1.3115 top1 34.375 top5 14.062 | Epoch: [9][137/553] Time 2.434 Data 0.001 Err 0.9596 top1 26.562 top5 7.031 | Epoch: [9][138/553] Time 2.514 Data 0.001 Err 1.1014 top1 29.688 top5 10.156 | Epoch: [9][139/553] Time 2.465 Data 0.001 Err 0.9057 top1 27.344 top5 5.469 | Epoch: [9][140/553] Time 2.467 Data 0.005 Err 1.0497 top1 29.688 top5 8.594 | Epoch: [9][141/553] Time 2.444 Data 0.001 Err 0.9589 top1 25.000 top5 7.812 | Epoch: [9][142/553] Time 2.467 Data 0.001 Err 1.4201 top1 35.938 top5 16.406 | Epoch: [9][143/553] Time 2.459 Data 0.001 Err 1.2941 top1 32.031 top5 13.281 | Epoch: [9][144/553] Time 2.465 Data 0.001 Err 1.3984 top1 32.812 top5 14.844 | Epoch: [9][145/553] Time 2.454 Data 0.001 Err 0.9439 top1 27.344 top5 10.938 | Epoch: [9][146/553] Time 2.475 Data 0.001 Err 1.1047 top1 30.469 top5 9.375 | Epoch: [9][147/553] Time 2.444 Data 0.001 Err 0.9981 top1 25.000 top5 8.594 | Epoch: [9][148/553] Time 2.468 Data 0.001 Err 1.3257 top1 32.812 top5 11.719 | Epoch: [9][149/553] Time 2.454 Data 0.001 Err 1.2208 top1 28.125 top5 15.625 | Epoch: [9][150/553] Time 2.475 Data 0.001 Err 1.0722 top1 30.469 top5 9.375 | Epoch: [9][151/553] Time 2.446 Data 0.001 Err 0.9833 top1 25.000 top5 7.812 | Epoch: [9][152/553] Time 2.486 Data 0.001 Err 1.0591 top1 26.562 top5 11.719 | Epoch: [9][153/553] Time 2.477 Data 0.001 Err 1.3491 top1 31.250 top5 15.625 | Epoch: [9][154/553] Time 2.468 Data 0.001 Err 0.8587 top1 19.531 top5 7.812 | Epoch: [9][155/553] Time 2.453 Data 0.001 Err 1.1328 top1 32.031 top5 7.031 | Epoch: [9][156/553] Time 2.437 Data 0.001 Err 0.9384 top1 26.562 top5 7.812 | Epoch: [9][157/553] Time 2.503 Data 0.001 Err 1.2016 top1 30.469 top5 14.062 | Epoch: [9][158/553] Time 2.474 Data 0.001 Err 1.1196 top1 28.906 top5 10.938 | Epoch: [9][159/553] Time 2.454 Data 0.003 Err 0.8962 top1 25.000 top5 7.031 | Epoch: [9][160/553] Time 2.449 Data 0.001 Err 1.0237 top1 25.781 top5 12.500 | Epoch: [9][161/553] Time 2.460 Data 0.001 Err 0.9764 top1 23.438 top5 7.031 | Epoch: [9][162/553] Time 2.461 Data 0.001 Err 0.8997 top1 25.781 top5 7.031 | Epoch: [9][163/553] Time 2.439 Data 0.001 Err 0.8605 top1 22.656 top5 6.250 | Epoch: [9][164/553] Time 2.474 Data 0.001 Err 1.0519 top1 31.250 top5 9.375 | Epoch: [9][165/553] Time 2.462 Data 0.001 Err 1.0876 top1 28.125 top5 10.938 | Epoch: [9][166/553] Time 2.458 Data 0.001 Err 1.2366 top1 32.031 top5 14.062 | Epoch: [9][167/553] Time 2.492 Data 0.001 Err 1.0204 top1 25.781 top5 8.594 | Epoch: [9][168/553] Time 2.467 Data 0.001 Err 1.1324 top1 28.906 top5 8.594 | Epoch: [9][169/553] Time 2.450 Data 0.001 Err 1.0106 top1 26.562 top5 7.812 | Epoch: [9][170/553] Time 2.464 Data 0.001 Err 1.2513 top1 34.375 top5 14.844 | Epoch: [9][171/553] Time 2.445 Data 0.000 Err 1.0811 top1 25.781 top5 10.938 | Epoch: [9][172/553] Time 2.451 Data 0.001 Err 1.0805 top1 24.219 top5 8.594 | Epoch: [9][173/553] Time 2.442 Data 0.001 Err 0.9616 top1 25.781 top5 8.594 | Epoch: [9][174/553] Time 2.483 Data 0.001 Err 1.0247 top1 30.469 top5 10.938 | Epoch: [9][175/553] Time 2.445 Data 0.001 Err 0.9960 top1 24.219 top5 8.594 | Epoch: [9][176/553] Time 2.468 Data 0.001 Err 1.3565 top1 32.812 top5 14.844 | Epoch: [9][177/553] Time 2.466 Data 0.001 Err 1.2639 top1 32.031 top5 10.938 | Epoch: [9][178/553] Time 2.508 Data 0.004 Err 1.2245 top1 32.031 top5 12.500 | Epoch: [9][179/553] Time 2.501 Data 0.001 Err 1.1501 top1 30.469 top5 11.719 | Epoch: [9][180/553] Time 2.490 Data 0.001 Err 0.9836 top1 27.344 top5 8.594 | Epoch: [9][181/553] Time 2.435 Data 0.001 Err 0.9975 top1 28.125 top5 7.031 | Epoch: [9][182/553] Time 2.486 Data 0.001 Err 1.2824 top1 30.469 top5 12.500 | Epoch: [9][183/553] Time 2.464 Data 0.001 Err 1.1388 top1 26.562 top5 11.719 | Epoch: [9][184/553] Time 2.473 Data 0.001 Err 0.8719 top1 21.875 top5 7.031 | Epoch: [9][185/553] Time 2.453 Data 0.001 Err 0.8814 top1 23.438 top5 7.031 | Epoch: [9][186/553] Time 2.480 Data 0.001 Err 1.0396 top1 27.344 top5 12.500 | Epoch: [9][187/553] Time 2.455 Data 0.001 Err 0.9427 top1 27.344 top5 7.031 | Epoch: [9][188/553] Time 2.519 Data 0.001 Err 0.8432 top1 21.875 top5 8.594 | Epoch: [9][189/553] Time 2.465 Data 0.001 Err 0.9532 top1 25.000 top5 7.812 | Epoch: [9][190/553] Time 2.473 Data 0.001 Err 1.3677 top1 33.594 top5 13.281 | Epoch: [9][191/553] Time 2.489 Data 0.000 Err 1.0692 top1 25.781 top5 10.938 | Epoch: [9][192/553] Time 2.473 Data 0.001 Err 1.0067 top1 28.125 top5 10.156 | Epoch: [9][193/553] Time 2.520 Data 0.001 Err 1.1258 top1 32.031 top5 10.938 | Epoch: [9][194/553] Time 2.490 Data 0.001 Err 1.0375 top1 29.688 top5 8.594 | Epoch: [9][195/553] Time 2.444 Data 0.001 Err 1.4997 top1 38.281 top5 14.844 | Epoch: [9][196/553] Time 2.439 Data 0.001 Err 1.0801 top1 28.906 top5 9.375 | Epoch: [9][197/553] Time 2.461 Data 0.001 Err 0.9740 top1 27.344 top5 6.250 | Epoch: [9][198/553] Time 2.448 Data 0.001 Err 0.9984 top1 24.219 top5 8.594 | Epoch: [9][199/553] Time 2.446 Data 0.001 Err 1.1323 top1 31.250 top5 10.938 | Epoch: [9][200/553] Time 2.449 Data 0.000 Err 1.1244 top1 28.125 top5 8.594 | Epoch: [9][201/553] Time 2.440 Data 0.001 Err 1.0463 top1 29.688 top5 7.031 | Epoch: [9][202/553] Time 2.460 Data 0.001 Err 1.0928 top1 31.250 top5 10.156 | Epoch: [9][203/553] Time 2.459 Data 0.001 Err 1.1657 top1 30.469 top5 7.812 | Epoch: [9][204/553] Time 2.455 Data 0.001 Err 1.1260 top1 27.344 top5 10.938 | Epoch: [9][205/553] Time 2.473 Data 0.001 Err 0.9764 top1 27.344 top5 6.250 | Epoch: [9][206/553] Time 2.484 Data 0.001 Err 1.0669 top1 29.688 top5 10.156 | Epoch: [9][207/553] Time 2.534 Data 0.001 Err 1.0794 top1 24.219 top5 8.594 | Epoch: [9][208/553] Time 2.479 Data 0.001 Err 1.2258 top1 28.906 top5 13.281 | Epoch: [9][209/553] Time 2.506 Data 0.001 Err 1.1537 top1 28.906 top5 11.719 | Epoch: [9][210/553] Time 2.449 Data 0.001 Err 0.8458 top1 25.000 top5 8.594 | Epoch: [9][211/553] Time 2.524 Data 0.001 Err 0.9965 top1 25.781 top5 10.156 | Epoch: [9][212/553] Time 2.454 Data 0.001 Err 1.0408 top1 28.906 top5 8.594 | Epoch: [9][213/553] Time 2.469 Data 0.001 Err 1.1382 top1 28.906 top5 10.156 | Epoch: [9][214/553] Time 2.484 Data 0.001 Err 1.2823 top1 30.469 top5 14.062 | Epoch: [9][215/553] Time 2.529 Data 0.001 Err 1.3423 top1 32.031 top5 15.625 | Epoch: [9][216/553] Time 2.479 Data 0.004 Err 1.1143 top1 30.469 top5 9.375 | Epoch: [9][217/553] Time 2.505 Data 0.001 Err 0.9568 top1 26.562 top5 8.594 | Epoch: [9][218/553] Time 2.438 Data 0.001 Err 0.9649 top1 28.906 top5 7.031 | Epoch: [9][219/553] Time 2.468 Data 0.001 Err 0.8686 top1 22.656 top5 7.812 | Epoch: [9][220/553] Time 2.480 Data 0.001 Err 0.8256 top1 24.219 top5 7.031 | Epoch: [9][221/553] Time 2.453 Data 0.001 Err 0.8970 top1 21.875 top5 10.156 | Epoch: [9][222/553] Time 2.445 Data 0.001 Err 1.1833 top1 28.125 top5 10.938 | Epoch: [9][223/553] Time 2.500 Data 0.001 Err 1.0207 top1 25.781 top5 10.156 | Epoch: [9][224/553] Time 2.475 Data 0.001 Err 0.8796 top1 24.219 top5 4.688 | Epoch: [9][225/553] Time 2.508 Data 0.001 Err 1.1594 top1 30.469 top5 9.375 | Epoch: [9][226/553] Time 2.475 Data 0.001 Err 1.2148 top1 34.375 top5 15.625 | Epoch: [9][227/553] Time 2.479 Data 0.001 Err 0.9947 top1 26.562 top5 10.938 | Epoch: [9][228/553] Time 2.458 Data 0.001 Err 1.2104 top1 28.125 top5 13.281 | Epoch: [9][229/553] Time 2.492 Data 0.001 Err 0.9490 top1 22.656 top5 10.156 | Epoch: [9][230/553] Time 2.481 Data 0.001 Err 1.1666 top1 28.125 top5 10.156 | Epoch: [9][231/553] Time 2.449 Data 0.001 Err 1.2371 top1 36.719 top5 13.281 | Epoch: [9][232/553] Time 2.463 Data 0.001 Err 0.8569 top1 25.000 top5 7.031 | Epoch: [9][233/553] Time 2.449 Data 0.001 Err 1.4262 top1 28.906 top5 17.188 | Epoch: [9][234/553] Time 2.460 Data 0.001 Err 1.0524 top1 28.906 top5 7.812 | Epoch: [9][235/553] Time 2.505 Data 0.002 Err 1.2063 top1 30.469 top5 13.281 | Epoch: [9][236/553] Time 2.444 Data 0.001 Err 1.0379 top1 27.344 top5 8.594 | Epoch: [9][237/553] Time 2.445 Data 0.001 Err 1.4278 top1 35.156 top5 18.750 | Epoch: [9][238/553] Time 2.473 Data 0.001 Err 1.1061 top1 28.125 top5 14.844 | Epoch: [9][239/553] Time 2.477 Data 0.001 Err 1.1359 top1 28.906 top5 10.938 | Epoch: [9][240/553] Time 2.497 Data 0.001 Err 0.8712 top1 23.438 top5 8.594 | Epoch: [9][241/553] Time 2.481 Data 0.001 Err 1.1404 top1 31.250 top5 12.500 | Epoch: [9][242/553] Time 2.433 Data 0.001 Err 1.0797 top1 27.344 top5 9.375 | Epoch: [9][243/553] Time 2.444 Data 0.001 Err 1.4002 top1 34.375 top5 14.844 | Epoch: [9][244/553] Time 2.466 Data 0.001 Err 1.0403 top1 25.000 top5 8.594 | Epoch: [9][245/553] Time 2.454 Data 0.001 Err 1.0952 top1 26.562 top5 8.594 | Epoch: [9][246/553] Time 2.442 Data 0.001 Err 1.2840 top1 32.031 top5 14.844 | Epoch: [9][247/553] Time 2.479 Data 0.001 Err 1.0534 top1 26.562 top5 10.156 | Epoch: [9][248/553] Time 2.520 Data 0.001 Err 1.3041 top1 35.938 top5 10.156 | Epoch: [9][249/553] Time 2.438 Data 0.001 Err 0.9582 top1 24.219 top5 10.156 | Epoch: [9][250/553] Time 2.441 Data 0.001 Err 1.2431 top1 28.906 top5 11.719 | Epoch: [9][251/553] Time 2.442 Data 0.001 Err 1.0057 top1 26.562 top5 5.469 | Epoch: [9][252/553] Time 2.443 Data 0.001 Err 1.1883 top1 31.250 top5 12.500 | Epoch: [9][253/553] Time 2.436 Data 0.001 Err 1.4135 top1 39.844 top5 10.156 | Epoch: [9][254/553] Time 2.452 Data 0.002 Err 0.9994 top1 27.344 top5 11.719 | Epoch: [9][255/553] Time 2.463 Data 0.001 Err 1.0340 top1 28.125 top5 10.156 | Epoch: [9][256/553] Time 2.442 Data 0.001 Err 0.9514 top1 26.562 top5 10.938 | Epoch: [9][257/553] Time 2.470 Data 0.001 Err 1.3524 top1 34.375 top5 15.625 | Epoch: [9][258/553] Time 2.443 Data 0.001 Err 0.9216 top1 23.438 top5 7.031 | Epoch: [9][259/553] Time 2.490 Data 0.001 Err 0.9086 top1 24.219 top5 7.031 | Epoch: [9][260/553] Time 2.432 Data 0.001 Err 1.0811 top1 28.906 top5 10.156 | Epoch: [9][261/553] Time 2.450 Data 0.001 Err 1.1563 top1 32.031 top5 10.938 | Epoch: [9][262/553] Time 2.481 Data 0.001 Err 1.0005 top1 24.219 top5 10.156 | Epoch: [9][263/553] Time 2.471 Data 0.001 Err 1.3040 top1 34.375 top5 14.062 | Epoch: [9][264/553] Time 2.459 Data 0.001 Err 1.0713 top1 26.562 top5 7.812 | Epoch: [9][265/553] Time 2.440 Data 0.001 Err 1.2142 top1 34.375 top5 10.938 | Epoch: [9][266/553] Time 2.444 Data 0.001 Err 1.0429 top1 26.562 top5 14.062 | Epoch: [9][267/553] Time 2.469 Data 0.001 Err 1.2756 top1 31.250 top5 15.625 | Epoch: [9][268/553] Time 2.472 Data 0.001 Err 1.0360 top1 27.344 top5 6.250 | Epoch: [9][269/553] Time 2.461 Data 0.001 Err 1.1143 top1 27.344 top5 10.156 | Epoch: [9][270/553] Time 2.507 Data 0.001 Err 1.1018 top1 33.594 top5 8.594 | Epoch: [9][271/553] Time 2.515 Data 0.001 Err 1.1556 top1 31.250 top5 11.719 | Epoch: [9][272/553] Time 2.447 Data 0.001 Err 1.1241 top1 25.781 top5 10.156 | Epoch: [9][273/553] Time 2.466 Data 0.024 Err 0.9955 top1 32.812 top5 9.375 | Epoch: [9][274/553] Time 2.440 Data 0.000 Err 1.2091 top1 32.031 top5 12.500 | Epoch: [9][275/553] Time 2.503 Data 0.001 Err 1.2251 top1 25.781 top5 14.844 | Epoch: [9][276/553] Time 2.486 Data 0.001 Err 0.7819 top1 23.438 top5 2.344 | Epoch: [9][277/553] Time 2.472 Data 0.001 Err 1.2114 top1 35.156 top5 10.938 | Epoch: [9][278/553] Time 2.442 Data 0.001 Err 1.0478 top1 28.906 top5 12.500 | Epoch: [9][279/553] Time 2.472 Data 0.001 Err 0.7255 top1 19.531 top5 4.688 | Epoch: [9][280/553] Time 2.485 Data 0.001 Err 1.2615 top1 34.375 top5 10.938 | Epoch: [9][281/553] Time 2.439 Data 0.001 Err 1.2416 top1 34.375 top5 11.719 | Epoch: [9][282/553] Time 2.483 Data 0.001 Err 1.1908 top1 32.812 top5 8.594 | Epoch: [9][283/553] Time 2.436 Data 0.001 Err 0.8595 top1 22.656 top5 7.812 | Epoch: [9][284/553] Time 2.448 Data 0.001 Err 1.1050 top1 33.594 top5 10.938 | Epoch: [9][285/553] Time 2.465 Data 0.001 Err 1.0476 top1 29.688 top5 9.375 | Epoch: [9][286/553] Time 2.447 Data 0.001 Err 0.9833 top1 28.125 top5 8.594 | Epoch: [9][287/553] Time 2.484 Data 0.001 Err 1.1784 top1 26.562 top5 15.625 | Epoch: [9][288/553] Time 2.466 Data 0.001 Err 0.8736 top1 18.750 top5 10.938 | Epoch: [9][289/553] Time 2.474 Data 0.001 Err 0.9959 top1 25.781 top5 10.938 | Epoch: [9][290/553] Time 2.489 Data 0.001 Err 1.0078 top1 25.781 top5 8.594 | Epoch: [9][291/553] Time 2.450 Data 0.001 Err 1.0912 top1 28.906 top5 11.719 | Epoch: [9][292/553] Time 2.467 Data 0.002 Err 0.8623 top1 24.219 top5 7.031 | Epoch: [9][293/553] Time 2.455 Data 0.001 Err 1.2043 top1 30.469 top5 14.844 | Epoch: [9][294/553] Time 2.436 Data 0.001 Err 0.9769 top1 28.906 top5 9.375 | Epoch: [9][295/553] Time 2.447 Data 0.001 Err 1.0535 top1 28.906 top5 9.375 | Epoch: [9][296/553] Time 2.438 Data 0.001 Err 1.1647 top1 28.125 top5 11.719 | Epoch: [9][297/553] Time 2.451 Data 0.001 Err 1.1506 top1 34.375 top5 9.375 | Epoch: [9][298/553] Time 2.448 Data 0.001 Err 1.1671 top1 25.781 top5 14.844 | Epoch: [9][299/553] Time 2.441 Data 0.001 Err 0.8147 top1 18.750 top5 7.031 | Epoch: [9][300/553] Time 2.473 Data 0.001 Err 1.0984 top1 29.688 top5 7.812 | Epoch: [9][301/553] Time 2.484 Data 0.001 Err 1.1197 top1 34.375 top5 7.031 | Epoch: [9][302/553] Time 2.451 Data 0.001 Err 1.2180 top1 30.469 top5 10.938 | Epoch: [9][303/553] Time 2.488 Data 0.001 Err 1.1766 top1 32.031 top5 10.938 | Epoch: [9][304/553] Time 2.483 Data 0.001 Err 1.0397 top1 28.906 top5 7.812 | Epoch: [9][305/553] Time 2.476 Data 0.001 Err 0.9127 top1 23.438 top5 7.812 | Epoch: [9][306/553] Time 2.473 Data 0.001 Err 1.1950 top1 35.156 top5 10.156 | Epoch: [9][307/553] Time 2.457 Data 0.001 Err 1.1427 top1 31.250 top5 10.938 | Epoch: [9][308/553] Time 2.471 Data 0.001 Err 1.0064 top1 28.906 top5 7.031 | Epoch: [9][309/553] Time 2.474 Data 0.001 Err 1.1189 top1 32.812 top5 9.375 | Epoch: [9][310/553] Time 2.465 Data 0.001 Err 0.9420 top1 21.094 top5 11.719 | Epoch: [9][311/553] Time 2.448 Data 0.002 Err 1.1867 top1 29.688 top5 12.500 | Epoch: [9][312/553] Time 2.437 Data 0.001 Err 1.1930 top1 33.594 top5 9.375 | Epoch: [9][313/553] Time 2.471 Data 0.001 Err 0.8507 top1 23.438 top5 6.250 | Epoch: [9][314/553] Time 2.469 Data 0.001 Err 1.0194 top1 28.125 top5 7.031 | Epoch: [9][315/553] Time 2.447 Data 0.001 Err 1.0781 top1 26.562 top5 10.156 | Epoch: [9][316/553] Time 2.482 Data 0.001 Err 1.1681 top1 28.906 top5 10.938 | Epoch: [9][317/553] Time 2.506 Data 0.001 Err 1.1471 top1 29.688 top5 12.500 | Epoch: [9][318/553] Time 2.479 Data 0.001 Err 1.0372 top1 28.125 top5 13.281 | Epoch: [9][319/553] Time 2.438 Data 0.001 Err 1.3699 top1 35.938 top5 12.500 | Epoch: [9][320/553] Time 2.477 Data 0.001 Err 1.4324 top1 36.719 top5 14.844 | Epoch: [9][321/553] Time 2.452 Data 0.001 Err 0.9685 top1 28.906 top5 8.594 | Epoch: [9][322/553] Time 2.437 Data 0.001 Err 1.0369 top1 30.469 top5 7.031 | Epoch: [9][323/553] Time 2.433 Data 0.001 Err 1.1111 top1 28.906 top5 12.500 | Epoch: [9][324/553] Time 2.446 Data 0.001 Err 1.1226 top1 26.562 top5 10.938 | Epoch: [9][325/553] Time 2.431 Data 0.001 Err 0.8954 top1 25.781 top5 7.031 | Epoch: [9][326/553] Time 2.449 Data 0.001 Err 0.9228 top1 25.781 top5 7.812 | Epoch: [9][327/553] Time 2.443 Data 0.001 Err 1.0385 top1 33.594 top5 3.906 | Epoch: [9][328/553] Time 2.456 Data 0.001 Err 0.9285 top1 23.438 top5 8.594 | Epoch: [9][329/553] Time 2.454 Data 0.001 Err 1.3346 top1 34.375 top5 10.938 | Epoch: [9][330/553] Time 2.467 Data 0.002 Err 1.0668 top1 28.906 top5 11.719 | Epoch: [9][331/553] Time 2.445 Data 0.001 Err 1.3161 top1 31.250 top5 13.281 | Epoch: [9][332/553] Time 2.473 Data 0.001 Err 1.2330 top1 32.812 top5 10.156 | Epoch: [9][333/553] Time 2.458 Data 0.000 Err 1.0619 top1 30.469 top5 10.938 | Epoch: [9][334/553] Time 2.453 Data 0.001 Err 1.2378 top1 32.812 top5 13.281 | Epoch: [9][335/553] Time 2.441 Data 0.001 Err 1.1519 top1 33.594 top5 9.375 | Epoch: [9][336/553] Time 2.447 Data 0.001 Err 1.0945 top1 28.125 top5 12.500 | Epoch: [9][337/553] Time 2.448 Data 0.001 Err 1.1529 top1 27.344 top5 10.938 | Epoch: [9][338/553] Time 2.441 Data 0.001 Err 1.2412 top1 32.812 top5 12.500 | Epoch: [9][339/553] Time 2.489 Data 0.001 Err 1.1444 top1 28.125 top5 10.156 | Epoch: [9][340/553] Time 2.450 Data 0.001 Err 1.1693 top1 29.688 top5 13.281 | Epoch: [9][341/553] Time 2.453 Data 0.001 Err 0.9169 top1 23.438 top5 8.594 | Epoch: [9][342/553] Time 2.473 Data 0.001 Err 1.1018 top1 28.906 top5 12.500 | Epoch: [9][343/553] Time 2.478 Data 0.001 Err 1.0559 top1 25.781 top5 5.469 | Epoch: [9][344/553] Time 2.472 Data 0.001 Err 1.2142 top1 32.812 top5 11.719 | Epoch: [9][345/553] Time 2.480 Data 0.001 Err 1.1383 top1 26.562 top5 9.375 | Epoch: [9][346/553] Time 2.482 Data 0.001 Err 1.0406 top1 25.781 top5 7.031 | Epoch: [9][347/553] Time 2.471 Data 0.001 Err 1.1885 top1 34.375 top5 13.281 | Epoch: [9][348/553] Time 2.440 Data 0.001 Err 1.1216 top1 25.781 top5 13.281 | Epoch: [9][349/553] Time 2.495 Data 0.004 Err 0.8278 top1 20.312 top5 5.469 | Epoch: [9][350/553] Time 2.510 Data 0.001 Err 1.0587 top1 25.781 top5 9.375 | Epoch: [9][351/553] Time 2.504 Data 0.001 Err 1.2337 top1 32.031 top5 9.375 | Epoch: [9][352/553] Time 2.453 Data 0.000 Err 1.1398 top1 28.906 top5 12.500 | Epoch: [9][353/553] Time 2.442 Data 0.001 Err 1.2452 top1 25.781 top5 10.938 | Epoch: [9][354/553] Time 2.480 Data 0.000 Err 1.1316 top1 31.250 top5 10.156 | Epoch: [9][355/553] Time 2.470 Data 0.001 Err 1.0156 top1 25.781 top5 8.594 | Epoch: [9][356/553] Time 2.443 Data 0.001 Err 1.1553 top1 35.938 top5 10.938 | Epoch: [9][357/553] Time 2.437 Data 0.001 Err 1.0223 top1 25.781 top5 6.250 | Epoch: [9][358/553] Time 2.468 Data 0.001 Err 1.1132 top1 32.031 top5 11.719 | Epoch: [9][359/553] Time 2.482 Data 0.001 Err 0.8610 top1 24.219 top5 10.156 | Epoch: [9][360/553] Time 2.463 Data 0.001 Err 1.2804 top1 32.812 top5 11.719 | Epoch: [9][361/553] Time 2.452 Data 0.001 Err 1.1808 top1 35.156 top5 12.500 | Epoch: [9][362/553] Time 2.478 Data 0.001 Err 0.9571 top1 23.438 top5 9.375 | Epoch: [9][363/553] Time 2.479 Data 0.001 Err 0.9862 top1 29.688 top5 7.031 | Epoch: [9][364/553] Time 2.477 Data 0.001 Err 0.8674 top1 24.219 top5 7.812 | Epoch: [9][365/553] Time 2.480 Data 0.001 Err 0.9841 top1 26.562 top5 5.469 | Epoch: [9][366/553] Time 2.504 Data 0.001 Err 0.9946 top1 28.125 top5 8.594 | Epoch: [9][367/553] Time 2.439 Data 0.001 Err 1.2342 top1 32.812 top5 14.062 | Epoch: [9][368/553] Time 2.486 Data 0.003 Err 0.8907 top1 21.875 top5 7.031 | Epoch: [9][369/553] Time 2.471 Data 0.000 Err 1.1028 top1 34.375 top5 8.594 | Epoch: [9][370/553] Time 2.442 Data 0.001 Err 0.9633 top1 23.438 top5 7.031 | Epoch: [9][371/553] Time 2.446 Data 0.001 Err 1.2551 top1 30.469 top5 14.062 | Epoch: [9][372/553] Time 2.464 Data 0.001 Err 0.8815 top1 20.312 top5 7.812 | Epoch: [9][373/553] Time 2.508 Data 0.000 Err 1.3218 top1 37.500 top5 17.188 | Epoch: [9][374/553] Time 2.442 Data 0.001 Err 1.3515 top1 35.938 top5 12.500 | Epoch: [9][375/553] Time 2.466 Data 0.001 Err 1.1908 top1 32.031 top5 12.500 | Epoch: [9][376/553] Time 2.457 Data 0.001 Err 1.0290 top1 23.438 top5 6.250 | Epoch: [9][377/553] Time 2.448 Data 0.001 Err 1.1457 top1 28.125 top5 10.156 | Epoch: [9][378/553] Time 2.476 Data 0.001 Err 0.9338 top1 28.906 top5 7.031 | Epoch: [9][379/553] Time 2.469 Data 0.001 Err 1.2598 top1 31.250 top5 10.938 | Epoch: [9][380/553] Time 2.465 Data 0.001 Err 0.9532 top1 28.906 top5 5.469 | Epoch: [9][381/553] Time 2.477 Data 0.001 Err 1.1671 top1 28.906 top5 10.156 | Epoch: [9][382/553] Time 2.462 Data 0.001 Err 1.1100 top1 27.344 top5 12.500 | Epoch: [9][383/553] Time 2.478 Data 0.001 Err 1.0090 top1 26.562 top5 11.719 | Epoch: [9][384/553] Time 2.499 Data 0.001 Err 1.3277 top1 32.031 top5 9.375 | Epoch: [9][385/553] Time 2.448 Data 0.001 Err 1.0227 top1 28.125 top5 5.469 | Epoch: [9][386/553] Time 2.525 Data 0.001 Err 0.8482 top1 25.000 top5 7.031 | Epoch: [9][387/553] Time 2.444 Data 0.004 Err 1.1026 top1 29.688 top5 10.156 | Epoch: [9][388/553] Time 2.471 Data 0.001 Err 1.0352 top1 27.344 top5 8.594 | Epoch: [9][389/553] Time 2.477 Data 0.001 Err 1.0691 top1 28.906 top5 11.719 | Epoch: [9][390/553] Time 2.469 Data 0.000 Err 1.1994 top1 31.250 top5 11.719 | Epoch: [9][391/553] Time 2.482 Data 0.001 Err 1.1510 top1 34.375 top5 10.938 | Epoch: [9][392/553] Time 2.495 Data 0.001 Err 1.1450 top1 32.031 top5 8.594 | Epoch: [9][393/553] Time 2.439 Data 0.001 Err 1.1084 top1 29.688 top5 9.375 | Epoch: [9][394/553] Time 2.457 Data 0.001 Err 1.2191 top1 31.250 top5 12.500 | Epoch: [9][395/553] Time 2.452 Data 0.001 Err 1.2003 top1 28.906 top5 14.844 | Epoch: [9][396/553] Time 2.480 Data 0.001 Err 1.2046 top1 31.250 top5 14.062 | Epoch: [9][397/553] Time 2.445 Data 0.001 Err 1.2392 top1 31.250 top5 10.156 | Epoch: [9][398/553] Time 2.449 Data 0.001 Err 1.0801 top1 26.562 top5 8.594 | Epoch: [9][399/553] Time 2.513 Data 0.000 Err 1.3596 top1 32.031 top5 14.062 | Epoch: [9][400/553] Time 2.448 Data 0.001 Err 1.2371 top1 32.812 top5 13.281 | Epoch: [9][401/553] Time 2.446 Data 0.001 Err 1.1543 top1 26.562 top5 13.281 | Epoch: [9][402/553] Time 2.456 Data 0.001 Err 1.1570 top1 29.688 top5 12.500 | Epoch: [9][403/553] Time 2.463 Data 0.001 Err 1.1527 top1 28.906 top5 10.156 | Epoch: [9][404/553] Time 2.447 Data 0.001 Err 1.0900 top1 28.906 top5 10.156 | Epoch: [9][405/553] Time 2.473 Data 0.001 Err 1.4625 top1 34.375 top5 16.406 | Epoch: [9][406/553] Time 2.504 Data 0.001 Err 1.2698 top1 30.469 top5 14.844 | Epoch: [9][407/553] Time 2.510 Data 0.001 Err 0.9754 top1 25.781 top5 10.156 | Epoch: [9][408/553] Time 2.444 Data 0.001 Err 1.2712 top1 35.156 top5 15.625 | Epoch: [9][409/553] Time 2.442 Data 0.001 Err 1.1380 top1 28.125 top5 8.594 | Epoch: [9][410/553] Time 2.435 Data 0.001 Err 1.3062 top1 34.375 top5 10.156 | Epoch: [9][411/553] Time 2.473 Data 0.001 Err 1.1838 top1 30.469 top5 15.625 | Epoch: [9][412/553] Time 2.463 Data 0.001 Err 1.1856 top1 29.688 top5 7.812 | Epoch: [9][413/553] Time 2.440 Data 0.001 Err 1.0770 top1 25.781 top5 11.719 | Epoch: [9][414/553] Time 2.448 Data 0.001 Err 1.0574 top1 28.125 top5 10.938 | Epoch: [9][415/553] Time 2.466 Data 0.001 Err 1.1015 top1 28.125 top5 12.500 | Epoch: [9][416/553] Time 2.443 Data 0.001 Err 1.0507 top1 31.250 top5 11.719 | Epoch: [9][417/553] Time 2.445 Data 0.001 Err 1.1849 top1 30.469 top5 11.719 | Epoch: [9][418/553] Time 2.456 Data 0.001 Err 1.1002 top1 27.344 top5 7.031 | Epoch: [9][419/553] Time 2.445 Data 0.001 Err 1.0138 top1 27.344 top5 8.594 | Epoch: [9][420/553] Time 2.461 Data 0.001 Err 1.1392 top1 29.688 top5 10.156 | Epoch: [9][421/553] Time 2.526 Data 0.001 Err 1.4271 top1 37.500 top5 13.281 | Epoch: [9][422/553] Time 2.451 Data 0.001 Err 0.9929 top1 28.906 top5 10.938 | Epoch: [9][423/553] Time 2.471 Data 0.001 Err 1.0433 top1 26.562 top5 10.938 | Epoch: [9][424/553] Time 2.438 Data 0.001 Err 1.2315 top1 35.156 top5 14.062 | Epoch: [9][425/553] Time 2.484 Data 0.003 Err 1.0419 top1 22.656 top5 10.938 | Epoch: [9][426/553] Time 2.465 Data 0.001 Err 1.0188 top1 26.562 top5 7.812 | Epoch: [9][427/553] Time 2.437 Data 0.001 Err 1.3849 top1 36.719 top5 14.062 | Epoch: [9][428/553] Time 2.465 Data 0.001 Err 0.8735 top1 22.656 top5 5.469 | Epoch: [9][429/553] Time 2.517 Data 0.001 Err 0.9900 top1 22.656 top5 15.625 | Epoch: [9][430/553] Time 2.450 Data 0.001 Err 1.2944 top1 36.719 top5 10.938 | Epoch: [9][431/553] Time 2.465 Data 0.001 Err 1.0543 top1 26.562 top5 8.594 | Epoch: [9][432/553] Time 2.448 Data 0.001 Err 0.8730 top1 22.656 top5 6.250 | Epoch: [9][433/553] Time 2.472 Data 0.001 Err 1.1573 top1 26.562 top5 13.281 | Epoch: [9][434/553] Time 2.499 Data 0.001 Err 1.1560 top1 29.688 top5 10.156 | Epoch: [9][435/553] Time 2.451 Data 0.001 Err 1.2727 top1 32.812 top5 12.500 | Epoch: [9][436/553] Time 2.463 Data 0.001 Err 1.1126 top1 30.469 top5 13.281 | Epoch: [9][437/553] Time 2.442 Data 0.001 Err 1.2415 top1 38.281 top5 10.938 | Epoch: [9][438/553] Time 2.451 Data 0.000 Err 1.0680 top1 27.344 top5 9.375 | Epoch: [9][439/553] Time 2.438 Data 0.001 Err 0.9245 top1 29.688 top5 8.594 | Epoch: [9][440/553] Time 2.449 Data 0.001 Err 1.0038 top1 22.656 top5 9.375 | Epoch: [9][441/553] Time 2.442 Data 0.001 Err 1.0685 top1 31.250 top5 7.031 | Epoch: [9][442/553] Time 2.448 Data 0.001 Err 1.2024 top1 32.031 top5 10.156 | Epoch: [9][443/553] Time 2.447 Data 0.001 Err 1.0443 top1 25.781 top5 11.719 | Epoch: [9][444/553] Time 2.490 Data 0.003 Err 1.0676 top1 30.469 top5 10.156 | Epoch: [9][445/553] Time 2.509 Data 0.001 Err 1.1351 top1 29.688 top5 8.594 | Epoch: [9][446/553] Time 2.436 Data 0.001 Err 1.0394 top1 30.469 top5 7.812 | Epoch: [9][447/553] Time 2.433 Data 0.000 Err 1.2493 top1 32.031 top5 14.844 | Epoch: [9][448/553] Time 2.447 Data 0.001 Err 1.3962 top1 38.281 top5 14.062 | Epoch: [9][449/553] Time 2.463 Data 0.001 Err 1.0866 top1 25.000 top5 10.156 | Epoch: [9][450/553] Time 2.446 Data 0.001 Err 1.0367 top1 25.781 top5 7.031 | Epoch: [9][451/553] Time 2.483 Data 0.001 Err 1.4040 top1 37.500 top5 12.500 | Epoch: [9][452/553] Time 2.444 Data 0.001 Err 0.9496 top1 30.469 top5 7.812 | Epoch: [9][453/553] Time 2.443 Data 0.001 Err 1.2419 top1 31.250 top5 11.719 | Epoch: [9][454/553] Time 2.507 Data 0.001 Err 1.1795 top1 28.125 top5 12.500 | Epoch: [9][455/553] Time 2.452 Data 0.001 Err 1.0120 top1 23.438 top5 9.375 | Epoch: [9][456/553] Time 2.449 Data 0.001 Err 1.0322 top1 27.344 top5 7.031 | Epoch: [9][457/553] Time 2.467 Data 0.001 Err 1.0653 top1 28.906 top5 10.156 | Epoch: [9][458/553] Time 2.451 Data 0.001 Err 0.8862 top1 25.781 top5 4.688 | Epoch: [9][459/553] Time 2.455 Data 0.001 Err 1.0588 top1 28.906 top5 9.375 | Epoch: [9][460/553] Time 2.452 Data 0.001 Err 1.0709 top1 24.219 top5 10.156 | Epoch: [9][461/553] Time 2.467 Data 0.001 Err 1.0918 top1 24.219 top5 12.500 | Epoch: [9][462/553] Time 2.435 Data 0.001 Err 1.2445 top1 33.594 top5 9.375 | Epoch: [9][463/553] Time 2.445 Data 0.001 Err 0.9115 top1 21.875 top5 7.812 | Epoch: [9][464/553] Time 2.444 Data 0.001 Err 1.2273 top1 30.469 top5 12.500 | Epoch: [9][465/553] Time 2.444 Data 0.001 Err 0.9916 top1 25.781 top5 9.375 | Epoch: [9][466/553] Time 2.450 Data 0.001 Err 1.2474 top1 35.156 top5 11.719 | Epoch: [9][467/553] Time 2.450 Data 0.001 Err 0.9246 top1 25.781 top5 6.250 | Epoch: [9][468/553] Time 2.480 Data 0.000 Err 1.1404 top1 30.469 top5 10.938 | Epoch: [9][469/553] Time 2.473 Data 0.001 Err 1.5558 top1 39.844 top5 14.844 | Epoch: [9][470/553] Time 2.438 Data 0.001 Err 1.1939 top1 31.250 top5 10.156 | Epoch: [9][471/553] Time 2.439 Data 0.001 Err 1.2057 top1 33.594 top5 10.156 | Epoch: [9][472/553] Time 2.446 Data 0.001 Err 1.1560 top1 31.250 top5 12.500 | Epoch: [9][473/553] Time 2.474 Data 0.001 Err 1.0885 top1 27.344 top5 10.156 | Epoch: [9][474/553] Time 2.483 Data 0.001 Err 1.0616 top1 27.344 top5 11.719 | Epoch: [9][475/553] Time 2.483 Data 0.001 Err 1.4321 top1 38.281 top5 14.844 | Epoch: [9][476/553] Time 2.449 Data 0.001 Err 0.8946 top1 25.000 top5 8.594 | Epoch: [9][477/553] Time 2.479 Data 0.000 Err 1.2423 top1 27.344 top5 13.281 | Epoch: [9][478/553] Time 2.452 Data 0.001 Err 0.9304 top1 25.781 top5 6.250 | Epoch: [9][479/553] Time 2.446 Data 0.001 Err 1.0711 top1 27.344 top5 7.812 | Epoch: [9][480/553] Time 2.435 Data 0.001 Err 0.9149 top1 22.656 top5 6.250 | Epoch: [9][481/553] Time 2.473 Data 0.001 Err 0.9673 top1 22.656 top5 7.031 | Epoch: [9][482/553] Time 2.477 Data 0.002 Err 1.2027 top1 30.469 top5 10.938 | Epoch: [9][483/553] Time 2.439 Data 0.001 Err 1.2923 top1 32.812 top5 12.500 | Epoch: [9][484/553] Time 2.497 Data 0.001 Err 1.0904 top1 29.688 top5 11.719 | Epoch: [9][485/553] Time 2.454 Data 0.001 Err 1.2942 top1 31.250 top5 10.938 | Epoch: [9][486/553] Time 2.449 Data 0.001 Err 1.4280 top1 35.938 top5 15.625 | Epoch: [9][487/553] Time 2.448 Data 0.001 Err 1.2959 top1 28.906 top5 12.500 | Epoch: [9][488/553] Time 2.447 Data 0.001 Err 1.4837 top1 36.719 top5 17.188 | Epoch: [9][489/553] Time 2.467 Data 0.001 Err 1.2497 top1 36.719 top5 11.719 | Epoch: [9][490/553] Time 2.441 Data 0.001 Err 1.0932 top1 29.688 top5 10.156 | Epoch: [9][491/553] Time 2.452 Data 0.001 Err 0.9742 top1 23.438 top5 7.812 | Epoch: [9][492/553] Time 2.461 Data 0.001 Err 0.8286 top1 21.094 top5 5.469 | Epoch: [9][493/553] Time 2.449 Data 0.001 Err 1.1822 top1 28.906 top5 10.156 | Epoch: [9][494/553] Time 2.483 Data 0.001 Err 1.2296 top1 28.125 top5 13.281 | Epoch: [9][495/553] Time 2.491 Data 0.001 Err 0.9476 top1 24.219 top5 7.031 | Epoch: [9][496/553] Time 2.444 Data 0.001 Err 1.1365 top1 29.688 top5 13.281 | Epoch: [9][497/553] Time 2.448 Data 0.001 Err 0.8635 top1 18.750 top5 6.250 | Epoch: [9][498/553] Time 2.494 Data 0.001 Err 1.0418 top1 28.906 top5 10.156 | Epoch: [9][499/553] Time 2.441 Data 0.001 Err 1.1118 top1 25.781 top5 8.594 | Epoch: [9][500/553] Time 2.470 Data 0.001 Err 1.4313 top1 37.500 top5 15.625 | Epoch: [9][501/553] Time 2.457 Data 0.006 Err 1.0789 top1 31.250 top5 9.375 | Epoch: [9][502/553] Time 2.438 Data 0.001 Err 0.9340 top1 25.781 top5 8.594 | Epoch: [9][503/553] Time 2.445 Data 0.001 Err 1.1595 top1 28.125 top5 12.500 | Epoch: [9][504/553] Time 2.470 Data 0.001 Err 0.8440 top1 20.312 top5 7.031 | Epoch: [9][505/553] Time 2.501 Data 0.001 Err 1.0496 top1 28.125 top5 10.156 | Epoch: [9][506/553] Time 2.454 Data 0.001 Err 1.0108 top1 25.781 top5 9.375 | Epoch: [9][507/553] Time 2.436 Data 0.001 Err 1.0064 top1 30.469 top5 9.375 | Epoch: [9][508/553] Time 2.439 Data 0.001 Err 1.3765 top1 35.156 top5 10.938 | Epoch: [9][509/553] Time 2.464 Data 0.001 Err 1.1813 top1 32.031 top5 8.594 | Epoch: [9][510/553] Time 2.437 Data 0.001 Err 1.1071 top1 31.250 top5 10.156 | Epoch: [9][511/553] Time 2.443 Data 0.001 Err 1.0625 top1 25.781 top5 12.500 | Epoch: [9][512/553] Time 2.454 Data 0.001 Err 1.5487 top1 36.719 top5 17.188 | Epoch: [9][513/553] Time 2.493 Data 0.001 Err 1.5309 top1 34.375 top5 17.969 | Epoch: [9][514/553] Time 2.448 Data 0.001 Err 0.9639 top1 24.219 top5 8.594 | Epoch: [9][515/553] Time 2.445 Data 0.001 Err 1.1015 top1 25.781 top5 10.156 | Epoch: [9][516/553] Time 2.454 Data 0.001 Err 1.1193 top1 26.562 top5 10.938 | Epoch: [9][517/553] Time 2.468 Data 0.001 Err 0.9555 top1 27.344 top5 9.375 | Epoch: [9][518/553] Time 2.443 Data 0.001 Err 1.1357 top1 29.688 top5 10.156 | Epoch: [9][519/553] Time 2.475 Data 0.001 Err 1.0380 top1 29.688 top5 10.156 | Epoch: [9][520/553] Time 2.509 Data 0.004 Err 0.8730 top1 21.094 top5 7.031 | Epoch: [9][521/553] Time 2.442 Data 0.001 Err 1.0222 top1 27.344 top5 8.594 | Epoch: [9][522/553] Time 2.437 Data 0.001 Err 1.1169 top1 30.469 top5 10.938 | Epoch: [9][523/553] Time 2.460 Data 0.001 Err 1.1285 top1 25.781 top5 9.375 | Epoch: [9][524/553] Time 2.454 Data 0.001 Err 1.2741 top1 31.250 top5 13.281 | Epoch: [9][525/553] Time 2.482 Data 0.001 Err 1.1193 top1 28.125 top5 10.938 | Epoch: [9][526/553] Time 2.447 Data 0.001 Err 0.8467 top1 20.312 top5 3.125 | Epoch: [9][527/553] Time 2.444 Data 0.001 Err 1.1094 top1 26.562 top5 9.375 | Epoch: [9][528/553] Time 2.436 Data 0.001 Err 1.0490 top1 30.469 top5 7.031 | Epoch: [9][529/553] Time 2.460 Data 0.001 Err 1.0147 top1 21.875 top5 9.375 | Epoch: [9][530/553] Time 2.440 Data 0.001 Err 0.8463 top1 22.656 top5 7.031 | Epoch: [9][531/553] Time 2.441 Data 0.001 Err 1.0584 top1 28.906 top5 6.250 | Epoch: [9][532/553] Time 2.453 Data 0.001 Err 1.3476 top1 32.031 top5 14.062 | Epoch: [9][533/553] Time 2.484 Data 0.001 Err 1.0909 top1 27.344 top5 13.281 | Epoch: [9][534/553] Time 2.451 Data 0.001 Err 1.2876 top1 34.375 top5 14.062 | Epoch: [9][535/553] Time 2.490 Data 0.001 Err 1.2038 top1 29.688 top5 14.062 | Epoch: [9][536/553] Time 2.462 Data 0.001 Err 1.0327 top1 29.688 top5 10.156 | Epoch: [9][537/553] Time 2.482 Data 0.001 Err 1.2707 top1 31.250 top5 13.281 | Epoch: [9][538/553] Time 2.444 Data 0.001 Err 0.9867 top1 22.656 top5 10.938 | Epoch: [9][539/553] Time 2.446 Data 0.002 Err 1.1009 top1 31.250 top5 12.500 | Epoch: [9][540/553] Time 2.438 Data 0.001 Err 1.2196 top1 32.812 top5 12.500 | Epoch: [9][541/553] Time 2.467 Data 0.001 Err 1.1445 top1 28.125 top5 10.938 | Epoch: [9][542/553] Time 2.445 Data 0.000 Err 1.3272 top1 35.938 top5 17.969 | Epoch: [9][543/553] Time 2.480 Data 0.000 Err 1.1118 top1 28.125 top5 7.031 | Epoch: [9][544/553] Time 2.473 Data 0.000 Err 0.7944 top1 25.781 top5 6.250 | Epoch: [9][545/553] Time 2.466 Data 0.000 Err 0.8986 top1 22.656 top5 7.812 | Epoch: [9][546/553] Time 2.444 Data 0.000 Err 1.2920 top1 32.031 top5 13.281 | Epoch: [9][547/553] Time 2.435 Data 0.000 Err 1.1910 top1 35.938 top5 11.719 | Epoch: [9][548/553] Time 2.485 Data 0.001 Err 0.8990 top1 21.094 top5 8.594 | Epoch: [9][549/553] Time 2.462 Data 0.000 Err 1.0106 top1 24.219 top5 8.594 | Epoch: [9][550/553] Time 2.446 Data 0.000 Err 0.9855 top1 24.219 top5 10.938 | Epoch: [9][551/553] Time 2.436 Data 0.000 Err 1.2175 top1 33.594 top5 9.375 | Epoch: [9][552/553] Time 2.437 Data 0.000 Err 1.0293 top1 26.562 top5 10.156 | Epoch: [9][553/553] Time 1.030 Data 0.000 Err 1.4089 top1 31.818 top5 13.636 | Test: [9][1/198] Time 2.230 Data 1.509 top1 22.656 ( 22.656) top5 7.031 ( 7.031) | Test: [9][2/198] Time 0.718 Data 0.001 top1 22.656 ( 22.656) top5 6.250 ( 6.641) | Test: [9][3/198] Time 0.718 Data 0.000 top1 34.375 ( 26.562) top5 11.719 ( 8.333) | Test: [9][4/198] Time 0.715 Data 0.001 top1 28.125 ( 26.953) top5 9.375 ( 8.594) | Test: [9][5/198] Time 0.723 Data 0.001 top1 30.469 ( 27.656) top5 10.938 ( 9.062) | Test: [9][6/198] Time 0.719 Data 0.001 top1 32.031 ( 28.385) top5 15.625 ( 10.156) | Test: [9][7/198] Time 0.719 Data 0.001 top1 27.344 ( 28.237) top5 11.719 ( 10.379) | Test: [9][8/198] Time 0.721 Data 0.001 top1 27.344 ( 28.125) top5 8.594 ( 10.156) | Test: [9][9/198] Time 0.724 Data 0.001 top1 34.375 ( 28.819) top5 14.844 ( 10.677) | Test: [9][10/198] Time 0.715 Data 0.001 top1 29.688 ( 28.906) top5 7.031 ( 10.312) | Test: [9][11/198] Time 0.727 Data 0.001 top1 25.781 ( 28.622) top5 7.812 ( 10.085) | Test: [9][12/198] Time 0.723 Data 0.001 top1 24.219 ( 28.255) top5 7.812 ( 9.896) | Test: [9][13/198] Time 0.717 Data 0.001 top1 27.344 ( 28.185) top5 10.156 ( 9.916) | Test: [9][14/198] Time 0.714 Data 0.001 top1 29.688 ( 28.292) top5 10.156 ( 9.933) | Test: [9][15/198] Time 0.723 Data 0.001 top1 35.938 ( 28.802) top5 9.375 ( 9.896) | Test: [9][16/198] Time 0.719 Data 0.001 top1 29.688 ( 28.857) top5 9.375 ( 9.863) | Test: [9][17/198] Time 0.719 Data 0.000 top1 25.781 ( 28.676) top5 5.469 ( 9.605) | Test: [9][18/198] Time 0.721 Data 0.001 top1 28.125 ( 28.646) top5 3.906 ( 9.288) | Test: [9][19/198] Time 0.717 Data 0.001 top1 34.375 ( 28.947) top5 12.500 ( 9.457) | Test: [9][20/198] Time 0.727 Data 0.001 top1 27.344 ( 28.867) top5 5.469 ( 9.258) | Test: [9][21/198] Time 0.713 Data 0.001 top1 30.469 ( 28.943) top5 7.812 ( 9.189) | Test: [9][22/198] Time 0.729 Data 0.001 top1 36.719 ( 29.297) top5 13.281 ( 9.375) | Test: [9][23/198] Time 0.717 Data 0.001 top1 29.688 ( 29.314) top5 8.594 ( 9.341) | Test: [9][24/198] Time 0.726 Data 0.001 top1 21.875 ( 29.004) top5 5.469 ( 9.180) | Test: [9][25/198] Time 0.721 Data 0.001 top1 37.500 ( 29.344) top5 7.812 ( 9.125) | Test: [9][26/198] Time 0.721 Data 0.001 top1 28.125 ( 29.297) top5 6.250 ( 9.014) | Test: [9][27/198] Time 0.720 Data 0.001 top1 34.375 ( 29.485) top5 14.062 ( 9.201) | Test: [9][28/198] Time 0.719 Data 0.001 top1 23.438 ( 29.269) top5 8.594 ( 9.180) | Test: [9][29/198] Time 0.726 Data 0.001 top1 28.906 ( 29.256) top5 10.156 ( 9.213) | Test: [9][30/198] Time 0.720 Data 0.001 top1 30.469 ( 29.297) top5 7.031 ( 9.141) | Test: [9][31/198] Time 0.724 Data 0.001 top1 33.594 ( 29.435) top5 13.281 ( 9.274) | Test: [9][32/198] Time 0.723 Data 0.001 top1 28.906 ( 29.419) top5 9.375 ( 9.277) | Test: [9][33/198] Time 0.718 Data 0.001 top1 26.562 ( 29.332) top5 8.594 ( 9.257) | Test: [9][34/198] Time 0.715 Data 0.001 top1 40.625 ( 29.665) top5 13.281 ( 9.375) | Test: [9][35/198] Time 0.722 Data 0.000 top1 34.375 ( 29.799) top5 10.938 ( 9.420) | Test: [9][36/198] Time 0.717 Data 0.001 top1 31.250 ( 29.839) top5 13.281 ( 9.527) | Test: [9][37/198] Time 0.721 Data 0.001 top1 33.594 ( 29.941) top5 10.938 ( 9.565) | Test: [9][38/198] Time 0.719 Data 0.001 top1 33.594 ( 30.037) top5 10.156 ( 9.581) | Test: [9][39/198] Time 0.725 Data 0.001 top1 32.812 ( 30.108) top5 9.375 ( 9.575) | Test: [9][40/198] Time 0.715 Data 0.001 top1 32.031 ( 30.156) top5 14.844 ( 9.707) | Test: [9][41/198] Time 0.727 Data 0.001 top1 25.000 ( 30.030) top5 4.688 ( 9.585) | Test: [9][42/198] Time 0.716 Data 0.001 top1 24.219 ( 29.892) top5 9.375 ( 9.580) | Test: [9][43/198] Time 0.718 Data 0.001 top1 25.781 ( 29.797) top5 7.812 ( 9.539) | Test: [9][44/198] Time 0.722 Data 0.001 top1 28.906 ( 29.776) top5 9.375 ( 9.535) | Test: [9][45/198] Time 0.716 Data 0.001 top1 26.562 ( 29.705) top5 7.031 ( 9.479) | Test: [9][46/198] Time 0.722 Data 0.001 top1 27.344 ( 29.654) top5 7.812 ( 9.443) | Test: [9][47/198] Time 0.721 Data 0.001 top1 26.562 ( 29.588) top5 6.250 ( 9.375) | Test: [9][48/198] Time 0.735 Data 0.004 top1 41.406 ( 29.834) top5 17.188 ( 9.538) | Test: [9][49/198] Time 0.720 Data 0.001 top1 29.688 ( 29.831) top5 7.031 ( 9.487) | Test: [9][50/198] Time 0.727 Data 0.001 top1 21.094 ( 29.656) top5 6.250 ( 9.422) | Test: [9][51/198] Time 0.728 Data 0.001 top1 27.344 ( 29.611) top5 6.250 ( 9.360) | Test: [9][52/198] Time 0.729 Data 0.001 top1 27.344 ( 29.567) top5 8.594 ( 9.345) | Test: [9][53/198] Time 0.732 Data 0.001 top1 27.344 ( 29.525) top5 7.812 ( 9.316) | Test: [9][54/198] Time 0.729 Data 0.001 top1 28.906 ( 29.514) top5 10.156 ( 9.332) | Test: [9][55/198] Time 0.731 Data 0.001 top1 18.750 ( 29.318) top5 4.688 ( 9.247) | Test: [9][56/198] Time 0.733 Data 0.001 top1 32.812 ( 29.381) top5 8.594 ( 9.235) | Test: [9][57/198] Time 0.735 Data 0.001 top1 21.094 ( 29.235) top5 6.250 ( 9.183) | Test: [9][58/198] Time 0.724 Data 0.001 top1 24.219 ( 29.149) top5 11.719 ( 9.227) | Test: [9][59/198] Time 0.727 Data 0.001 top1 28.906 ( 29.145) top5 7.812 ( 9.203) | Test: [9][60/198] Time 0.727 Data 0.002 top1 30.469 ( 29.167) top5 12.500 ( 9.258) | Test: [9][61/198] Time 0.722 Data 0.001 top1 28.125 ( 29.150) top5 7.812 ( 9.234) | Test: [9][62/198] Time 0.727 Data 0.000 top1 20.312 ( 29.007) top5 9.375 ( 9.236) | Test: [9][63/198] Time 0.718 Data 0.001 top1 33.594 ( 29.080) top5 7.031 ( 9.201) | Test: [9][64/198] Time 0.717 Data 0.000 top1 28.125 ( 29.065) top5 7.031 ( 9.167) | Test: [9][65/198] Time 0.713 Data 0.001 top1 24.219 ( 28.990) top5 8.594 ( 9.159) | Test: [9][66/198] Time 0.718 Data 0.001 top1 28.125 ( 28.977) top5 8.594 ( 9.150) | Test: [9][67/198] Time 0.718 Data 0.001 top1 30.469 ( 29.000) top5 11.719 ( 9.188) | Test: [9][68/198] Time 0.712 Data 0.001 top1 33.594 ( 29.067) top5 7.812 ( 9.168) | Test: [9][69/198] Time 0.721 Data 0.001 top1 22.656 ( 28.974) top5 7.031 ( 9.137) | Test: [9][70/198] Time 0.720 Data 0.001 top1 36.719 ( 29.085) top5 17.969 ( 9.263) | Test: [9][71/198] Time 0.718 Data 0.000 top1 32.031 ( 29.126) top5 15.625 ( 9.353) | Test: [9][72/198] Time 0.720 Data 0.001 top1 30.469 ( 29.145) top5 7.812 ( 9.332) | Test: [9][73/198] Time 0.716 Data 0.000 top1 36.719 ( 29.249) top5 10.156 ( 9.343) | Test: [9][74/198] Time 0.725 Data 0.001 top1 28.906 ( 29.244) top5 10.156 ( 9.354) | Test: [9][75/198] Time 0.719 Data 0.001 top1 29.688 ( 29.250) top5 9.375 ( 9.354) | Test: [9][76/198] Time 0.731 Data 0.001 top1 34.375 ( 29.317) top5 10.938 ( 9.375) | Test: [9][77/198] Time 0.723 Data 0.001 top1 36.719 ( 29.414) top5 11.719 ( 9.405) | Test: [9][78/198] Time 0.722 Data 0.001 top1 28.906 ( 29.407) top5 8.594 ( 9.395) | Test: [9][79/198] Time 0.722 Data 0.001 top1 31.250 ( 29.430) top5 9.375 ( 9.395) | Test: [9][80/198] Time 0.722 Data 0.001 top1 32.812 ( 29.473) top5 14.062 ( 9.453) | Test: [9][81/198] Time 0.735 Data 0.001 top1 34.375 ( 29.533) top5 14.844 ( 9.520) | Test: [9][82/198] Time 0.731 Data 0.001 top1 25.000 ( 29.478) top5 8.594 ( 9.508) | Test: [9][83/198] Time 0.729 Data 0.001 top1 31.250 ( 29.499) top5 10.156 ( 9.516) | Test: [9][84/198] Time 0.733 Data 0.001 top1 28.125 ( 29.483) top5 7.812 ( 9.496) | Test: [9][85/198] Time 0.734 Data 0.005 top1 27.344 ( 29.458) top5 10.156 ( 9.504) | Test: [9][86/198] Time 0.723 Data 0.001 top1 19.531 ( 29.342) top5 8.594 ( 9.493) | Test: [9][87/198] Time 0.718 Data 0.002 top1 34.375 ( 29.400) top5 11.719 ( 9.519) | Test: [9][88/198] Time 0.724 Data 0.001 top1 32.031 ( 29.430) top5 12.500 ( 9.553) | Test: [9][89/198] Time 0.718 Data 0.001 top1 25.000 ( 29.380) top5 5.469 ( 9.507) | Test: [9][90/198] Time 0.712 Data 0.001 top1 32.031 ( 29.410) top5 7.812 ( 9.488) | Test: [9][91/198] Time 0.716 Data 0.001 top1 28.125 ( 29.396) top5 12.500 ( 9.521) | Test: [9][92/198] Time 0.720 Data 0.001 top1 28.906 ( 29.390) top5 10.938 ( 9.536) | Test: [9][93/198] Time 0.715 Data 0.001 top1 32.031 ( 29.419) top5 7.812 ( 9.518) | Test: [9][94/198] Time 0.718 Data 0.001 top1 31.250 ( 29.438) top5 10.938 ( 9.533) | Test: [9][95/198] Time 0.727 Data 0.001 top1 35.156 ( 29.498) top5 12.500 ( 9.564) | Test: [9][96/198] Time 0.717 Data 0.001 top1 32.812 ( 29.533) top5 10.938 ( 9.578) | Test: [9][97/198] Time 0.718 Data 0.001 top1 28.906 ( 29.526) top5 7.812 ( 9.560) | Test: [9][98/198] Time 0.718 Data 0.001 top1 29.688 ( 29.528) top5 10.938 ( 9.574) | Test: [9][99/198] Time 0.717 Data 0.001 top1 23.438 ( 29.467) top5 10.156 ( 9.580) | Test: [9][100/198] Time 0.719 Data 0.001 top1 33.594 ( 29.508) top5 3.906 ( 9.523) | Test: [9][101/198] Time 0.721 Data 0.000 top1 32.031 ( 29.533) top5 13.281 ( 9.561) | Test: [9][102/198] Time 0.729 Data 0.001 top1 32.031 ( 29.557) top5 7.812 ( 9.544) | Test: [9][103/198] Time 0.723 Data 0.001 top1 25.000 ( 29.513) top5 9.375 ( 9.542) | Test: [9][104/198] Time 0.727 Data 0.001 top1 31.250 ( 29.530) top5 8.594 ( 9.533) | Test: [9][105/198] Time 0.729 Data 0.001 top1 24.219 ( 29.479) top5 7.031 ( 9.509) | Test: [9][106/198] Time 0.717 Data 0.001 top1 25.000 ( 29.437) top5 8.594 ( 9.500) | Test: [9][107/198] Time 0.723 Data 0.001 top1 28.906 ( 29.432) top5 10.938 ( 9.514) | Test: [9][108/198] Time 0.721 Data 0.001 top1 26.562 ( 29.405) top5 8.594 ( 9.505) | Test: [9][109/198] Time 0.726 Data 0.001 top1 33.594 ( 29.444) top5 10.938 ( 9.518) | Test: [9][110/198] Time 0.740 Data 0.002 top1 28.906 ( 29.439) top5 10.156 ( 9.524) | Test: [9][111/198] Time 0.733 Data 0.001 top1 33.594 ( 29.476) top5 8.594 ( 9.516) | Test: [9][112/198] Time 0.749 Data 0.009 top1 36.719 ( 29.541) top5 8.594 ( 9.508) | Test: [9][113/198] Time 0.732 Data 0.001 top1 29.688 ( 29.542) top5 7.031 ( 9.486) | Test: [9][114/198] Time 0.734 Data 0.001 top1 38.281 ( 29.619) top5 10.938 ( 9.498) | Test: [9][115/198] Time 0.714 Data 0.001 top1 25.781 ( 29.586) top5 12.500 ( 9.524) | Test: [9][116/198] Time 0.724 Data 0.001 top1 27.344 ( 29.566) top5 8.594 ( 9.516) | Test: [9][117/198] Time 0.714 Data 0.001 top1 30.469 ( 29.574) top5 9.375 ( 9.515) | Test: [9][118/198] Time 0.717 Data 0.001 top1 27.344 ( 29.555) top5 9.375 ( 9.514) | Test: [9][119/198] Time 0.721 Data 0.001 top1 21.875 ( 29.491) top5 9.375 ( 9.513) | Test: [9][120/198] Time 0.722 Data 0.001 top1 28.125 ( 29.479) top5 7.031 ( 9.492) | Test: [9][121/198] Time 0.718 Data 0.001 top1 34.375 ( 29.520) top5 10.156 ( 9.498) | Test: [9][122/198] Time 0.721 Data 0.001 top1 38.281 ( 29.591) top5 15.625 ( 9.548) | Test: [9][123/198] Time 0.722 Data 0.001 top1 25.000 ( 29.554) top5 6.250 ( 9.521) | Test: [9][124/198] Time 0.724 Data 0.001 top1 32.812 ( 29.580) top5 10.156 ( 9.526) | Test: [9][125/198] Time 0.713 Data 0.001 top1 38.281 ( 29.650) top5 13.281 ( 9.556) | Test: [9][126/198] Time 0.716 Data 0.001 top1 28.125 ( 29.638) top5 11.719 ( 9.573) | Test: [9][127/198] Time 0.719 Data 0.001 top1 24.219 ( 29.595) top5 9.375 ( 9.572) | Test: [9][128/198] Time 0.717 Data 0.001 top1 25.781 ( 29.565) top5 10.156 ( 9.576) | Test: [9][129/198] Time 0.716 Data 0.002 top1 22.656 ( 29.512) top5 4.688 ( 9.539) | Test: [9][130/198] Time 0.718 Data 0.001 top1 33.594 ( 29.543) top5 4.688 ( 9.501) | Test: [9][131/198] Time 0.724 Data 0.001 top1 29.688 ( 29.544) top5 4.688 ( 9.464) | Test: [9][132/198] Time 0.716 Data 0.001 top1 26.562 ( 29.522) top5 7.031 ( 9.446) | Test: [9][133/198] Time 0.726 Data 0.001 top1 36.719 ( 29.576) top5 15.625 ( 9.492) | Test: [9][134/198] Time 0.725 Data 0.001 top1 28.125 ( 29.565) top5 7.812 ( 9.480) | Test: [9][135/198] Time 0.730 Data 0.001 top1 29.688 ( 29.566) top5 7.812 ( 9.468) | Test: [9][136/198] Time 0.722 Data 0.001 top1 35.938 ( 29.613) top5 12.500 ( 9.490) | Test: [9][137/198] Time 0.714 Data 0.001 top1 31.250 ( 29.625) top5 10.156 ( 9.495) | Test: [9][138/198] Time 0.721 Data 0.001 top1 35.156 ( 29.665) top5 16.406 ( 9.545) | Test: [9][139/198] Time 0.715 Data 0.001 top1 23.438 ( 29.620) top5 8.594 ( 9.538) | Test: [9][140/198] Time 0.752 Data 0.001 top1 27.344 ( 29.604) top5 7.812 ( 9.526) | Test: [9][141/198] Time 0.725 Data 0.001 top1 24.219 ( 29.566) top5 9.375 ( 9.525) | Test: [9][142/198] Time 0.734 Data 0.001 top1 26.562 ( 29.544) top5 8.594 ( 9.518) | Test: [9][143/198] Time 0.730 Data 0.001 top1 35.938 ( 29.589) top5 10.156 ( 9.523) | Test: [9][144/198] Time 0.719 Data 0.001 top1 32.812 ( 29.612) top5 8.594 ( 9.516) | Test: [9][145/198] Time 0.715 Data 0.001 top1 30.469 ( 29.617) top5 12.500 ( 9.537) | Test: [9][146/198] Time 0.720 Data 0.001 top1 35.156 ( 29.655) top5 13.281 ( 9.562) | Test: [9][147/198] Time 0.717 Data 0.001 top1 20.312 ( 29.592) top5 5.469 ( 9.534) | Test: [9][148/198] Time 0.721 Data 0.001 top1 33.594 ( 29.619) top5 10.156 ( 9.539) | Test: [9][149/198] Time 0.721 Data 0.000 top1 32.812 ( 29.640) top5 9.375 ( 9.538) | Test: [9][150/198] Time 0.718 Data 0.001 top1 29.688 ( 29.641) top5 10.156 ( 9.542) | Test: [9][151/198] Time 0.720 Data 0.001 top1 25.000 ( 29.610) top5 4.688 ( 9.510) | Test: [9][152/198] Time 0.722 Data 0.001 top1 28.125 ( 29.600) top5 9.375 ( 9.509) | Test: [9][153/198] Time 0.721 Data 0.001 top1 23.438 ( 29.560) top5 7.031 ( 9.492) | Test: [9][154/198] Time 0.716 Data 0.001 top1 26.562 ( 29.540) top5 7.031 ( 9.476) | Test: [9][155/198] Time 0.722 Data 0.001 top1 24.219 ( 29.506) top5 5.469 ( 9.451) | Test: [9][156/198] Time 0.714 Data 0.001 top1 37.500 ( 29.557) top5 11.719 ( 9.465) | Test: [9][157/198] Time 0.728 Data 0.001 top1 23.438 ( 29.518) top5 10.156 ( 9.470) | Test: [9][158/198] Time 0.724 Data 0.001 top1 36.719 ( 29.564) top5 10.938 ( 9.479) | Test: [9][159/198] Time 0.726 Data 0.001 top1 32.812 ( 29.584) top5 10.156 ( 9.483) | Test: [9][160/198] Time 0.719 Data 0.001 top1 25.000 ( 29.556) top5 9.375 ( 9.482) | Test: [9][161/198] Time 0.718 Data 0.001 top1 24.219 ( 29.523) top5 9.375 ( 9.482) | Test: [9][162/198] Time 0.716 Data 0.001 top1 35.156 ( 29.557) top5 9.375 ( 9.481) | Test: [9][163/198] Time 0.717 Data 0.001 top1 36.719 ( 29.601) top5 12.500 ( 9.500) | Test: [9][164/198] Time 0.733 Data 0.001 top1 26.562 ( 29.583) top5 9.375 ( 9.499) | Test: [9][165/198] Time 0.728 Data 0.002 top1 28.906 ( 29.579) top5 6.250 ( 9.479) | Test: [9][166/198] Time 0.735 Data 0.001 top1 27.344 ( 29.565) top5 10.938 ( 9.488) | Test: [9][167/198] Time 0.719 Data 0.001 top1 31.250 ( 29.575) top5 14.062 ( 9.515) | Test: [9][168/198] Time 0.734 Data 0.001 top1 25.781 ( 29.553) top5 5.469 ( 9.491) | Test: [9][169/198] Time 0.735 Data 0.004 top1 26.562 ( 29.535) top5 3.906 ( 9.458) | Test: [9][170/198] Time 0.719 Data 0.001 top1 29.688 ( 29.536) top5 10.156 ( 9.462) | Test: [9][171/198] Time 0.725 Data 0.001 top1 29.688 ( 29.537) top5 10.156 ( 9.466) | Test: [9][172/198] Time 0.729 Data 0.001 top1 35.156 ( 29.569) top5 13.281 ( 9.489) | Test: [9][173/198] Time 0.717 Data 0.001 top1 36.719 ( 29.611) top5 14.844 ( 9.520) | Test: [9][174/198] Time 0.722 Data 0.001 top1 27.344 ( 29.598) top5 11.719 ( 9.532) | Test: [9][175/198] Time 0.727 Data 0.001 top1 27.344 ( 29.585) top5 10.156 ( 9.536) | Test: [9][176/198] Time 0.719 Data 0.001 top1 24.219 ( 29.554) top5 8.594 ( 9.530) | Test: [9][177/198] Time 0.717 Data 0.001 top1 32.031 ( 29.568) top5 10.156 ( 9.534) | Test: [9][178/198] Time 0.722 Data 0.001 top1 26.562 ( 29.551) top5 9.375 ( 9.533) | Test: [9][179/198] Time 0.714 Data 0.001 top1 29.688 ( 29.552) top5 7.812 ( 9.523) | Test: [9][180/198] Time 0.715 Data 0.001 top1 21.875 ( 29.510) top5 7.031 ( 9.510) | Test: [9][181/198] Time 0.716 Data 0.001 top1 32.031 ( 29.523) top5 11.719 ( 9.522) | Test: [9][182/198] Time 0.717 Data 0.001 top1 30.469 ( 29.529) top5 3.906 ( 9.491) | Test: [9][183/198] Time 0.717 Data 0.001 top1 27.344 ( 29.517) top5 6.250 ( 9.473) | Test: [9][184/198] Time 0.716 Data 0.001 top1 26.562 ( 29.501) top5 7.812 ( 9.464) | Test: [9][185/198] Time 0.721 Data 0.001 top1 35.938 ( 29.535) top5 9.375 ( 9.464) | Test: [9][186/198] Time 0.715 Data 0.001 top1 32.031 ( 29.549) top5 8.594 ( 9.459) | Test: [9][187/198] Time 0.722 Data 0.001 top1 28.906 ( 29.545) top5 9.375 ( 9.459) | Test: [9][188/198] Time 0.721 Data 0.000 top1 21.094 ( 29.500) top5 7.812 ( 9.450) | Test: [9][189/198] Time 0.719 Data 0.000 top1 32.031 ( 29.514) top5 6.250 ( 9.433) | Test: [9][190/198] Time 0.717 Data 0.000 top1 32.031 ( 29.527) top5 11.719 ( 9.445) | Test: [9][191/198] Time 0.718 Data 0.000 top1 25.000 ( 29.503) top5 10.156 ( 9.449) | Test: [9][192/198] Time 0.738 Data 0.000 top1 25.781 ( 29.484) top5 7.031 ( 9.436) | Test: [9][193/198] Time 0.724 Data 0.000 top1 28.125 ( 29.477) top5 7.031 ( 9.424) | Test: [9][194/198] Time 0.738 Data 0.001 top1 32.031 ( 29.490) top5 10.156 ( 9.427) | Test: [9][195/198] Time 0.729 Data 0.000 top1 31.250 ( 29.499) top5 10.156 ( 9.431) | Test: [9][196/198] Time 0.730 Data 0.000 top1 31.250 ( 29.508) top5 11.719 ( 9.443) | Test: [9][197/198] Time 0.276 Data 0.000 top1 32.353 ( 29.523) top5 17.647 ( 9.484) | Test: [9][198/198] Time 0.722 Data 0.000 top1 29.688 ( 29.523) top5 5.469 ( 9.464) * Finished epoch # 9 top1: 29.523 top5: 9.464 * Best model 29.523405005942 9.4641265597148 Epoch 10 => Training epoch # 10 | Epoch: [10][1/553] Time 5.124 Data 2.615 Err 1.0822 top1 27.344 top5 13.281 | Epoch: [10][2/553] Time 2.451 Data 0.001 Err 1.0872 top1 27.344 top5 9.375 | Epoch: [10][3/553] Time 2.435 Data 0.001 Err 1.1446 top1 28.906 top5 13.281 | Epoch: [10][4/553] Time 2.432 Data 0.001 Err 0.7878 top1 20.312 top5 7.812 | Epoch: [10][5/553] Time 2.452 Data 0.001 Err 0.9279 top1 22.656 top5 7.812 | Epoch: [10][6/553] Time 2.438 Data 0.001 Err 0.8901 top1 21.875 top5 8.594 | Epoch: [10][7/553] Time 2.432 Data 0.001 Err 0.9800 top1 25.000 top5 9.375 | Epoch: [10][8/553] Time 2.435 Data 0.001 Err 1.0022 top1 28.125 top5 10.156 | Epoch: [10][9/553] Time 2.446 Data 0.005 Err 1.0322 top1 31.250 top5 7.812 | Epoch: [10][10/553] Time 2.442 Data 0.001 Err 1.2291 top1 29.688 top5 12.500 | Epoch: [10][11/553] Time 2.471 Data 0.001 Err 1.0197 top1 29.688 top5 9.375 | Epoch: [10][12/553] Time 2.467 Data 0.001 Err 1.0228 top1 28.125 top5 7.031 | Epoch: [10][13/553] Time 2.476 Data 0.001 Err 0.7510 top1 19.531 top5 7.031 | Epoch: [10][14/553] Time 2.472 Data 0.001 Err 1.0561 top1 28.906 top5 14.062 | Epoch: [10][15/553] Time 2.471 Data 0.001 Err 0.8035 top1 22.656 top5 5.469 | Epoch: [10][16/553] Time 2.496 Data 0.001 Err 1.0849 top1 26.562 top5 8.594 | Epoch: [10][17/553] Time 2.432 Data 0.001 Err 1.0657 top1 28.906 top5 8.594 | Epoch: [10][18/553] Time 2.432 Data 0.001 Err 1.1482 top1 30.469 top5 10.156 | Epoch: [10][19/553] Time 2.431 Data 0.001 Err 0.9068 top1 23.438 top5 10.156 | Epoch: [10][20/553] Time 2.462 Data 0.001 Err 1.0093 top1 29.688 top5 9.375 | Epoch: [10][21/553] Time 2.444 Data 0.001 Err 0.7897 top1 22.656 top5 6.250 | Epoch: [10][22/553] Time 2.450 Data 0.001 Err 1.1117 top1 28.125 top5 9.375 | Epoch: [10][23/553] Time 2.448 Data 0.001 Err 0.7418 top1 21.875 top5 7.031 | Epoch: [10][24/553] Time 2.435 Data 0.001 Err 0.8709 top1 25.000 top5 4.688 | Epoch: [10][25/553] Time 2.436 Data 0.001 Err 1.0495 top1 32.031 top5 7.812 | Epoch: [10][26/553] Time 2.439 Data 0.003 Err 0.8644 top1 24.219 top5 7.031 | Epoch: [10][27/553] Time 2.433 Data 0.001 Err 0.8854 top1 23.438 top5 7.031 | Epoch: [10][28/553] Time 2.476 Data 0.001 Err 0.8644 top1 23.438 top5 7.031 | Epoch: [10][29/553] Time 2.450 Data 0.001 Err 1.1344 top1 30.469 top5 9.375 | Epoch: [10][30/553] Time 2.451 Data 0.001 Err 0.8236 top1 26.562 top5 3.906 | Epoch: [10][31/553] Time 2.454 Data 0.001 Err 1.1658 top1 30.469 top5 13.281 | Epoch: [10][32/553] Time 2.483 Data 0.001 Err 0.9633 top1 25.000 top5 7.031 | Epoch: [10][33/553] Time 2.448 Data 0.001 Err 1.0278 top1 28.125 top5 10.938 | Epoch: [10][34/553] Time 2.431 Data 0.001 Err 0.9809 top1 25.781 top5 8.594 | Epoch: [10][35/553] Time 2.492 Data 0.001 Err 1.1216 top1 28.125 top5 11.719 | Epoch: [10][36/553] Time 2.476 Data 0.001 Err 1.2398 top1 31.250 top5 14.062 | Epoch: [10][37/553] Time 2.462 Data 0.001 Err 0.7480 top1 19.531 top5 5.469 | Epoch: [10][38/553] Time 2.450 Data 0.001 Err 0.9184 top1 23.438 top5 11.719 | Epoch: [10][39/553] Time 2.467 Data 0.001 Err 1.0893 top1 28.906 top5 11.719 | Epoch: [10][40/553] Time 2.437 Data 0.001 Err 1.0870 top1 28.906 top5 10.156 | Epoch: [10][41/553] Time 2.439 Data 0.001 Err 1.2239 top1 30.469 top5 14.062 | Epoch: [10][42/553] Time 2.443 Data 0.001 Err 0.8268 top1 22.656 top5 7.812 | Epoch: [10][43/553] Time 2.467 Data 0.001 Err 0.9919 top1 25.781 top5 9.375 | Epoch: [10][44/553] Time 2.442 Data 0.001 Err 1.0525 top1 28.125 top5 8.594 | Epoch: [10][45/553] Time 2.469 Data 0.001 Err 1.0217 top1 31.250 top5 7.812 | Epoch: [10][46/553] Time 2.439 Data 0.001 Err 0.7843 top1 23.438 top5 5.469 | Epoch: [10][47/553] Time 2.441 Data 0.001 Err 0.8885 top1 25.000 top5 7.812 | Epoch: [10][48/553] Time 2.457 Data 0.001 Err 0.8660 top1 21.875 top5 7.031 | Epoch: [10][49/553] Time 2.455 Data 0.001 Err 1.0903 top1 26.562 top5 13.281 | Epoch: [10][50/553] Time 2.452 Data 0.001 Err 0.9357 top1 27.344 top5 9.375 | Epoch: [10][51/553] Time 2.450 Data 0.000 Err 1.0494 top1 27.344 top5 7.812 | Epoch: [10][52/553] Time 2.498 Data 0.001 Err 1.1485 top1 29.688 top5 9.375 | Epoch: [10][53/553] Time 2.446 Data 0.001 Err 1.1036 top1 25.000 top5 8.594 | Epoch: [10][54/553] Time 2.431 Data 0.001 Err 1.1455 top1 31.250 top5 11.719 | Epoch: [10][55/553] Time 2.465 Data 0.001 Err 1.2771 top1 29.688 top5 13.281 | Epoch: [10][56/553] Time 2.511 Data 0.001 Err 1.0326 top1 31.250 top5 6.250 | Epoch: [10][57/553] Time 2.455 Data 0.001 Err 1.2597 top1 31.250 top5 12.500 | Epoch: [10][58/553] Time 2.448 Data 0.001 Err 0.9355 top1 22.656 top5 9.375 | Epoch: [10][59/553] Time 2.468 Data 0.001 Err 0.9709 top1 25.000 top5 9.375 | Epoch: [10][60/553] Time 2.478 Data 0.001 Err 1.0209 top1 24.219 top5 7.031 | Epoch: [10][61/553] Time 2.471 Data 0.001 Err 0.9729 top1 22.656 top5 8.594 | Epoch: [10][62/553] Time 2.437 Data 0.001 Err 1.0315 top1 25.781 top5 9.375 | Epoch: [10][63/553] Time 2.444 Data 0.001 Err 1.0447 top1 29.688 top5 10.156 | Epoch: [10][64/553] Time 2.481 Data 0.001 Err 0.9355 top1 25.000 top5 7.031 | Epoch: [10][65/553] Time 2.442 Data 0.001 Err 0.7796 top1 21.875 top5 4.688 | Epoch: [10][66/553] Time 2.450 Data 0.002 Err 1.0325 top1 27.344 top5 8.594 | Epoch: [10][67/553] Time 2.494 Data 0.001 Err 0.8478 top1 22.656 top5 5.469 | Epoch: [10][68/553] Time 2.514 Data 0.001 Err 0.9495 top1 20.312 top5 10.938 | Epoch: [10][69/553] Time 2.453 Data 0.001 Err 1.0134 top1 28.125 top5 9.375 | Epoch: [10][70/553] Time 2.448 Data 0.001 Err 1.0302 top1 26.562 top5 7.812 | Epoch: [10][71/553] Time 2.451 Data 0.001 Err 1.1333 top1 28.906 top5 13.281 | Epoch: [10][72/553] Time 2.477 Data 0.001 Err 0.9890 top1 27.344 top5 8.594 | Epoch: [10][73/553] Time 2.468 Data 0.001 Err 1.0042 top1 27.344 top5 9.375 | Epoch: [10][74/553] Time 2.444 Data 0.001 Err 1.0300 top1 26.562 top5 10.938 | Epoch: [10][75/553] Time 2.460 Data 0.001 Err 1.0031 top1 25.781 top5 9.375 | Epoch: [10][76/553] Time 2.481 Data 0.001 Err 1.0516 top1 29.688 top5 9.375 | Epoch: [10][77/553] Time 2.447 Data 0.001 Err 1.0242 top1 27.344 top5 10.156 | Epoch: [10][78/553] Time 2.449 Data 0.001 Err 1.0761 top1 28.906 top5 9.375 | Epoch: [10][79/553] Time 2.470 Data 0.001 Err 0.9499 top1 23.438 top5 10.938 | Epoch: [10][80/553] Time 2.450 Data 0.000 Err 0.9856 top1 25.000 top5 8.594 | Epoch: [10][81/553] Time 2.465 Data 0.001 Err 0.8110 top1 21.875 top5 5.469 | Epoch: [10][82/553] Time 2.471 Data 0.001 Err 0.9277 top1 25.000 top5 8.594 | Epoch: [10][83/553] Time 2.475 Data 0.001 Err 1.1515 top1 32.031 top5 12.500 | Epoch: [10][84/553] Time 2.455 Data 0.001 Err 0.9800 top1 25.781 top5 6.250 | Epoch: [10][85/553] Time 2.455 Data 0.001 Err 0.8611 top1 23.438 top5 6.250 | Epoch: [10][86/553] Time 2.451 Data 0.001 Err 1.2041 top1 32.031 top5 12.500 | Epoch: [10][87/553] Time 2.452 Data 0.001 Err 0.9002 top1 30.469 top5 6.250 | Epoch: [10][88/553] Time 2.445 Data 0.001 Err 1.1055 top1 25.781 top5 10.938 | Epoch: [10][89/553] Time 2.447 Data 0.001 Err 0.8011 top1 19.531 top5 6.250 | Epoch: [10][90/553] Time 2.483 Data 0.001 Err 0.7710 top1 20.312 top5 7.812 | Epoch: [10][91/553] Time 2.463 Data 0.001 Err 0.9233 top1 24.219 top5 7.031 | Epoch: [10][92/553] Time 2.448 Data 0.001 Err 1.1620 top1 32.031 top5 10.156 | Epoch: [10][93/553] Time 2.438 Data 0.001 Err 1.0371 top1 28.906 top5 5.469 | Epoch: [10][94/553] Time 2.450 Data 0.001 Err 1.3263 top1 34.375 top5 14.062 | Epoch: [10][95/553] Time 2.443 Data 0.001 Err 0.9867 top1 28.125 top5 10.156 | Epoch: [10][96/553] Time 2.445 Data 0.001 Err 1.2350 top1 32.812 top5 13.281 | Epoch: [10][97/553] Time 2.447 Data 0.001 Err 1.2446 top1 33.594 top5 12.500 | Epoch: [10][98/553] Time 2.454 Data 0.001 Err 1.0375 top1 29.688 top5 11.719 | Epoch: [10][99/553] Time 2.465 Data 0.001 Err 0.9727 top1 25.000 top5 7.812 | Epoch: [10][100/553] Time 2.445 Data 0.001 Err 1.0961 top1 24.219 top5 11.719 | Epoch: [10][101/553] Time 2.457 Data 0.001 Err 0.8633 top1 22.656 top5 6.250 | Epoch: [10][102/553] Time 2.465 Data 0.001 Err 1.1248 top1 30.469 top5 10.156 | Epoch: [10][103/553] Time 2.444 Data 0.001 Err 1.1078 top1 32.812 top5 10.938 | Epoch: [10][104/553] Time 2.467 Data 0.003 Err 1.1407 top1 31.250 top5 10.938 | Epoch: [10][105/553] Time 2.444 Data 0.001 Err 1.1684 top1 30.469 top5 9.375 | Epoch: [10][106/553] Time 2.442 Data 0.001 Err 1.0121 top1 32.031 top5 7.812 | Epoch: [10][107/553] Time 2.454 Data 0.001 Err 0.8953 top1 26.562 top5 6.250 | Epoch: [10][108/553] Time 2.479 Data 0.001 Err 0.7894 top1 23.438 top5 5.469 | Epoch: [10][109/553] Time 2.453 Data 0.001 Err 0.8126 top1 24.219 top5 4.688 | Epoch: [10][110/553] Time 2.461 Data 0.001 Err 1.0741 top1 29.688 top5 12.500 | Epoch: [10][111/553] Time 2.443 Data 0.001 Err 0.9616 top1 25.000 top5 9.375 | Epoch: [10][112/553] Time 2.477 Data 0.001 Err 0.9633 top1 22.656 top5 10.156 | Epoch: [10][113/553] Time 2.445 Data 0.001 Err 1.1273 top1 32.031 top5 9.375 | Epoch: [10][114/553] Time 2.447 Data 0.001 Err 0.7806 top1 25.781 top5 7.031 | Epoch: [10][115/553] Time 2.441 Data 0.001 Err 0.9521 top1 28.906 top5 6.250 | Epoch: [10][116/553] Time 2.475 Data 0.001 Err 0.8590 top1 25.781 top5 4.688 | Epoch: [10][117/553] Time 2.441 Data 0.001 Err 0.9665 top1 22.656 top5 8.594 | Epoch: [10][118/553] Time 2.443 Data 0.001 Err 1.0124 top1 24.219 top5 8.594 | Epoch: [10][119/553] Time 2.447 Data 0.001 Err 1.0315 top1 25.781 top5 10.156 | Epoch: [10][120/553] Time 2.474 Data 0.001 Err 1.2323 top1 34.375 top5 10.156 | Epoch: [10][121/553] Time 2.452 Data 0.001 Err 1.3824 top1 35.156 top5 15.625 | Epoch: [10][122/553] Time 2.471 Data 0.001 Err 0.9716 top1 21.875 top5 11.719 | Epoch: [10][123/553] Time 2.454 Data 0.001 Err 1.0646 top1 28.906 top5 7.031 | Epoch: [10][124/553] Time 2.475 Data 0.001 Err 1.1183 top1 27.344 top5 10.938 | Epoch: [10][125/553] Time 2.446 Data 0.001 Err 1.1426 top1 32.031 top5 11.719 | Epoch: [10][126/553] Time 2.435 Data 0.001 Err 0.8429 top1 23.438 top5 5.469 | Epoch: [10][127/553] Time 2.452 Data 0.000 Err 1.1461 top1 34.375 top5 11.719 | Epoch: [10][128/553] Time 2.479 Data 0.000 Err 1.2003 top1 34.375 top5 8.594 | Epoch: [10][129/553] Time 2.456 Data 0.001 Err 0.9634 top1 23.438 top5 8.594 | Epoch: [10][130/553] Time 2.457 Data 0.001 Err 0.8404 top1 19.531 top5 5.469 | Epoch: [10][131/553] Time 2.486 Data 0.001 Err 1.2283 top1 32.812 top5 13.281 | Epoch: [10][132/553] Time 2.470 Data 0.001 Err 0.9430 top1 19.531 top5 9.375 | Epoch: [10][133/553] Time 2.477 Data 0.001 Err 1.0831 top1 26.562 top5 10.938 | Epoch: [10][134/553] Time 2.475 Data 0.001 Err 1.2944 top1 33.594 top5 11.719 | Epoch: [10][135/553] Time 2.463 Data 0.001 Err 1.3688 top1 37.500 top5 10.156 | Epoch: [10][136/553] Time 2.448 Data 0.001 Err 1.0408 top1 31.250 top5 9.375 | Epoch: [10][137/553] Time 2.491 Data 0.001 Err 0.8607 top1 20.312 top5 7.812 | Epoch: [10][138/553] Time 2.440 Data 0.001 Err 0.8399 top1 23.438 top5 9.375 | Epoch: [10][139/553] Time 2.439 Data 0.001 Err 1.0145 top1 28.125 top5 8.594 | Epoch: [10][140/553] Time 2.460 Data 0.001 Err 0.8966 top1 23.438 top5 9.375 | Epoch: [10][141/553] Time 2.503 Data 0.001 Err 1.0219 top1 28.906 top5 10.156 | Epoch: [10][142/553] Time 2.471 Data 0.004 Err 0.8217 top1 24.219 top5 4.688 | Epoch: [10][143/553] Time 2.491 Data 0.001 Err 1.0981 top1 26.562 top5 10.938 | Epoch: [10][144/553] Time 2.510 Data 0.001 Err 1.3444 top1 30.469 top5 11.719 | Epoch: [10][145/553] Time 2.513 Data 0.001 Err 0.9673 top1 26.562 top5 7.031 | Epoch: [10][146/553] Time 2.517 Data 0.001 Err 1.1301 top1 32.812 top5 8.594 | Epoch: [10][147/553] Time 2.485 Data 0.001 Err 1.0917 top1 28.125 top5 11.719 | Epoch: [10][148/553] Time 2.450 Data 0.001 Err 0.9818 top1 25.000 top5 7.031 | Epoch: [10][149/553] Time 2.464 Data 0.001 Err 1.0409 top1 26.562 top5 12.500 | Epoch: [10][150/553] Time 2.443 Data 0.001 Err 1.1386 top1 30.469 top5 9.375 | Epoch: [10][151/553] Time 2.481 Data 0.001 Err 1.0789 top1 28.906 top5 8.594 | Epoch: [10][152/553] Time 2.479 Data 0.001 Err 1.1618 top1 31.250 top5 10.156 | Epoch: [10][153/553] Time 2.433 Data 0.001 Err 1.4257 top1 35.156 top5 16.406 | Epoch: [10][154/553] Time 2.433 Data 0.001 Err 1.0871 top1 28.906 top5 11.719 | Epoch: [10][155/553] Time 2.456 Data 0.001 Err 0.9742 top1 28.906 top5 4.688 | Epoch: [10][156/553] Time 2.478 Data 0.001 Err 1.3021 top1 31.250 top5 14.062 | Epoch: [10][157/553] Time 2.478 Data 0.001 Err 1.1082 top1 32.031 top5 8.594 | Epoch: [10][158/553] Time 2.450 Data 0.001 Err 1.2671 top1 28.125 top5 14.844 | Epoch: [10][159/553] Time 2.460 Data 0.001 Err 1.3382 top1 30.469 top5 14.844 | Epoch: [10][160/553] Time 2.471 Data 0.001 Err 1.1140 top1 32.031 top5 14.062 | Epoch: [10][161/553] Time 2.521 Data 0.004 Err 0.8970 top1 22.656 top5 8.594 | Epoch: [10][162/553] Time 2.472 Data 0.001 Err 1.0878 top1 25.781 top5 12.500 | Epoch: [10][163/553] Time 2.467 Data 0.001 Err 1.0309 top1 26.562 top5 12.500 | Epoch: [10][164/553] Time 2.517 Data 0.001 Err 1.0486 top1 24.219 top5 10.156 | Epoch: [10][165/553] Time 2.469 Data 0.001 Err 1.3380 top1 32.031 top5 11.719 | Epoch: [10][166/553] Time 2.511 Data 0.001 Err 0.8698 top1 24.219 top5 7.031 | Epoch: [10][167/553] Time 2.449 Data 0.001 Err 0.9174 top1 25.781 top5 7.812 | Epoch: [10][168/553] Time 2.439 Data 0.001 Err 1.0549 top1 25.000 top5 10.156 | Epoch: [10][169/553] Time 2.514 Data 0.001 Err 0.9164 top1 25.781 top5 9.375 | Epoch: [10][170/553] Time 2.450 Data 0.001 Err 0.8586 top1 22.656 top5 5.469 | Epoch: [10][171/553] Time 2.455 Data 0.001 Err 1.1917 top1 29.688 top5 12.500 | Epoch: [10][172/553] Time 2.450 Data 0.000 Err 1.2673 top1 33.594 top5 12.500 | Epoch: [10][173/553] Time 2.448 Data 0.001 Err 1.0552 top1 28.125 top5 9.375 | Epoch: [10][174/553] Time 2.451 Data 0.001 Err 1.0611 top1 28.906 top5 11.719 | Epoch: [10][175/553] Time 2.467 Data 0.001 Err 0.9451 top1 28.906 top5 5.469 | Epoch: [10][176/553] Time 2.492 Data 0.001 Err 0.9706 top1 28.906 top5 10.156 | Epoch: [10][177/553] Time 2.436 Data 0.001 Err 0.8547 top1 20.312 top5 7.031 | Epoch: [10][178/553] Time 2.484 Data 0.001 Err 1.2330 top1 33.594 top5 8.594 | Epoch: [10][179/553] Time 2.445 Data 0.001 Err 0.9566 top1 27.344 top5 10.156 | Epoch: [10][180/553] Time 2.468 Data 0.002 Err 0.8402 top1 21.094 top5 7.031 | Epoch: [10][181/553] Time 2.444 Data 0.000 Err 1.2127 top1 26.562 top5 12.500 | Epoch: [10][182/553] Time 2.477 Data 0.001 Err 1.1769 top1 28.906 top5 11.719 | Epoch: [10][183/553] Time 2.490 Data 0.001 Err 1.1744 top1 27.344 top5 11.719 | Epoch: [10][184/553] Time 2.475 Data 0.001 Err 1.1699 top1 35.156 top5 10.156 | Epoch: [10][185/553] Time 2.453 Data 0.000 Err 1.1299 top1 32.812 top5 12.500 | Epoch: [10][186/553] Time 2.474 Data 0.001 Err 0.7986 top1 19.531 top5 7.031 | Epoch: [10][187/553] Time 2.430 Data 0.001 Err 1.0168 top1 28.125 top5 7.812 | Epoch: [10][188/553] Time 2.446 Data 0.001 Err 1.3578 top1 34.375 top5 14.062 | Epoch: [10][189/553] Time 2.456 Data 0.001 Err 0.9568 top1 21.875 top5 7.812 | Epoch: [10][190/553] Time 2.488 Data 0.001 Err 0.8784 top1 21.094 top5 6.250 | Epoch: [10][191/553] Time 2.445 Data 0.001 Err 0.9981 top1 26.562 top5 10.938 | Epoch: [10][192/553] Time 2.434 Data 0.000 Err 0.8614 top1 24.219 top5 7.031 | Epoch: [10][193/553] Time 2.469 Data 0.000 Err 1.0516 top1 28.906 top5 11.719 | Epoch: [10][194/553] Time 2.505 Data 0.001 Err 0.9161 top1 27.344 top5 6.250 | Epoch: [10][195/553] Time 2.450 Data 0.001 Err 0.9745 top1 25.781 top5 7.031 | Epoch: [10][196/553] Time 2.482 Data 0.001 Err 1.2217 top1 33.594 top5 12.500 | Epoch: [10][197/553] Time 2.480 Data 0.001 Err 1.2246 top1 30.469 top5 15.625 | Epoch: [10][198/553] Time 2.457 Data 0.001 Err 1.2270 top1 28.906 top5 9.375 | Epoch: [10][199/553] Time 2.474 Data 0.003 Err 1.0499 top1 25.000 top5 10.938 | Epoch: [10][200/553] Time 2.455 Data 0.001 Err 1.0422 top1 28.125 top5 7.031 | Epoch: [10][201/553] Time 2.512 Data 0.001 Err 1.3612 top1 34.375 top5 13.281 | Epoch: [10][202/553] Time 2.432 Data 0.001 Err 1.3432 top1 34.375 top5 14.062 | Epoch: [10][203/553] Time 2.457 Data 0.001 Err 1.1520 top1 30.469 top5 7.031 | Epoch: [10][204/553] Time 2.469 Data 0.001 Err 1.0814 top1 27.344 top5 14.062 | Epoch: [10][205/553] Time 2.483 Data 0.001 Err 0.9946 top1 25.000 top5 7.031 | Epoch: [10][206/553] Time 2.452 Data 0.001 Err 1.0809 top1 29.688 top5 7.812 | Epoch: [10][207/553] Time 2.465 Data 0.001 Err 1.1560 top1 25.000 top5 8.594 | Epoch: [10][208/553] Time 2.476 Data 0.001 Err 1.1632 top1 35.938 top5 12.500 | Epoch: [10][209/553] Time 2.492 Data 0.001 Err 1.0312 top1 31.250 top5 7.812 | Epoch: [10][210/553] Time 2.441 Data 0.001 Err 0.9656 top1 23.438 top5 7.812 | Epoch: [10][211/553] Time 2.470 Data 0.001 Err 0.9867 top1 23.438 top5 9.375 | Epoch: [10][212/553] Time 2.478 Data 0.001 Err 1.1275 top1 29.688 top5 11.719 | Epoch: [10][213/553] Time 2.476 Data 0.001 Err 1.0865 top1 26.562 top5 11.719 | Epoch: [10][214/553] Time 2.446 Data 0.001 Err 0.9693 top1 22.656 top5 7.812 | Epoch: [10][215/553] Time 2.476 Data 0.001 Err 1.0298 top1 26.562 top5 9.375 | Epoch: [10][216/553] Time 2.478 Data 0.001 Err 1.2976 top1 31.250 top5 15.625 | Epoch: [10][217/553] Time 2.469 Data 0.001 Err 0.9559 top1 22.656 top5 7.812 | Epoch: [10][218/553] Time 2.453 Data 0.002 Err 0.8519 top1 22.656 top5 8.594 | Epoch: [10][219/553] Time 2.518 Data 0.001 Err 1.1114 top1 28.906 top5 10.938 | Epoch: [10][220/553] Time 2.511 Data 0.001 Err 1.1700 top1 28.906 top5 10.938 | Epoch: [10][221/553] Time 2.518 Data 0.001 Err 0.8455 top1 21.875 top5 7.031 | Epoch: [10][222/553] Time 2.447 Data 0.001 Err 0.9824 top1 25.000 top5 7.812 | Epoch: [10][223/553] Time 2.486 Data 0.001 Err 1.0086 top1 30.469 top5 9.375 | Epoch: [10][224/553] Time 2.460 Data 0.001 Err 1.1051 top1 26.562 top5 10.938 | Epoch: [10][225/553] Time 2.432 Data 0.001 Err 1.1998 top1 28.906 top5 14.062 | Epoch: [10][226/553] Time 2.438 Data 0.001 Err 0.9677 top1 22.656 top5 10.938 | Epoch: [10][227/553] Time 2.467 Data 0.001 Err 0.9694 top1 28.906 top5 6.250 | Epoch: [10][228/553] Time 2.475 Data 0.001 Err 1.0120 top1 25.000 top5 10.156 | Epoch: [10][229/553] Time 2.448 Data 0.001 Err 1.2747 top1 34.375 top5 12.500 | Epoch: [10][230/553] Time 2.452 Data 0.001 Err 0.9219 top1 23.438 top5 7.812 | Epoch: [10][231/553] Time 2.436 Data 0.001 Err 0.9835 top1 27.344 top5 7.031 | Epoch: [10][232/553] Time 2.450 Data 0.001 Err 1.1737 top1 33.594 top5 11.719 | Epoch: [10][233/553] Time 2.471 Data 0.001 Err 0.8504 top1 23.438 top5 7.031 | Epoch: [10][234/553] Time 2.438 Data 0.001 Err 0.8383 top1 25.000 top5 4.688 | Epoch: [10][235/553] Time 2.460 Data 0.001 Err 1.1640 top1 32.031 top5 13.281 | Epoch: [10][236/553] Time 2.443 Data 0.001 Err 0.9543 top1 23.438 top5 8.594 | Epoch: [10][237/553] Time 2.490 Data 0.004 Err 1.0324 top1 24.219 top5 12.500 | Epoch: [10][238/553] Time 2.443 Data 0.001 Err 0.9674 top1 30.469 top5 7.812 | Epoch: [10][239/553] Time 2.444 Data 0.001 Err 1.0164 top1 27.344 top5 8.594 | Epoch: [10][240/553] Time 2.473 Data 0.001 Err 1.0892 top1 31.250 top5 10.156 | Epoch: [10][241/553] Time 2.480 Data 0.001 Err 0.8208 top1 18.750 top5 7.031 | Epoch: [10][242/553] Time 2.515 Data 0.001 Err 1.0566 top1 28.906 top5 9.375 | Epoch: [10][243/553] Time 2.452 Data 0.001 Err 1.0494 top1 27.344 top5 9.375 | Epoch: [10][244/553] Time 2.451 Data 0.001 Err 1.0808 top1 28.125 top5 12.500 | Epoch: [10][245/553] Time 2.457 Data 0.001 Err 1.2572 top1 31.250 top5 12.500 | Epoch: [10][246/553] Time 2.451 Data 0.001 Err 0.9759 top1 23.438 top5 10.156 | Epoch: [10][247/553] Time 2.492 Data 0.001 Err 1.1142 top1 28.125 top5 11.719 | Epoch: [10][248/553] Time 2.498 Data 0.001 Err 1.0053 top1 28.906 top5 8.594 | Epoch: [10][249/553] Time 2.437 Data 0.001 Err 1.1825 top1 30.469 top5 12.500 | Epoch: [10][250/553] Time 2.463 Data 0.001 Err 1.0787 top1 29.688 top5 10.156 | Epoch: [10][251/553] Time 2.473 Data 0.001 Err 1.0059 top1 25.781 top5 10.938 | Epoch: [10][252/553] Time 2.472 Data 0.001 Err 0.8871 top1 21.875 top5 7.031 | Epoch: [10][253/553] Time 2.476 Data 0.001 Err 0.9047 top1 23.438 top5 7.031 | Epoch: [10][254/553] Time 2.502 Data 0.001 Err 1.1192 top1 30.469 top5 11.719 | Epoch: [10][255/553] Time 2.469 Data 0.001 Err 1.2125 top1 32.812 top5 13.281 | Epoch: [10][256/553] Time 2.452 Data 0.004 Err 1.1917 top1 34.375 top5 10.156 | Epoch: [10][257/553] Time 2.462 Data 0.000 Err 0.8046 top1 23.438 top5 7.031 | Epoch: [10][258/553] Time 2.478 Data 0.001 Err 1.1071 top1 25.781 top5 10.156 | Epoch: [10][259/553] Time 2.454 Data 0.001 Err 0.6095 top1 17.969 top5 4.688 | Epoch: [10][260/553] Time 2.434 Data 0.001 Err 0.9401 top1 24.219 top5 7.812 | Epoch: [10][261/553] Time 2.461 Data 0.001 Err 1.2381 top1 32.031 top5 15.625 | Epoch: [10][262/553] Time 2.467 Data 0.001 Err 0.8661 top1 21.094 top5 6.250 | Epoch: [10][263/553] Time 2.449 Data 0.000 Err 1.2167 top1 31.250 top5 10.156 | Epoch: [10][264/553] Time 2.442 Data 0.001 Err 1.2855 top1 35.156 top5 14.062 | Epoch: [10][265/553] Time 2.461 Data 0.001 Err 1.1538 top1 28.906 top5 11.719 | Epoch: [10][266/553] Time 2.474 Data 0.001 Err 1.2999 top1 34.375 top5 14.062 | Epoch: [10][267/553] Time 2.476 Data 0.001 Err 1.2036 top1 32.812 top5 11.719 | Epoch: [10][268/553] Time 2.443 Data 0.001 Err 0.9665 top1 26.562 top5 11.719 | Epoch: [10][269/553] Time 2.497 Data 0.001 Err 0.8925 top1 20.312 top5 8.594 | Epoch: [10][270/553] Time 2.439 Data 0.001 Err 1.2150 top1 33.594 top5 11.719 | Epoch: [10][271/553] Time 2.449 Data 0.001 Err 0.9654 top1 30.469 top5 5.469 | Epoch: [10][272/553] Time 2.446 Data 0.001 Err 0.9966 top1 30.469 top5 7.031 | Epoch: [10][273/553] Time 2.444 Data 0.001 Err 0.9621 top1 25.781 top5 7.812 | Epoch: [10][274/553] Time 2.448 Data 0.001 Err 1.1538 top1 33.594 top5 9.375 | Epoch: [10][275/553] Time 2.503 Data 0.003 Err 1.0859 top1 25.000 top5 11.719 | Epoch: [10][276/553] Time 2.474 Data 0.000 Err 0.9191 top1 24.219 top5 7.031 | Epoch: [10][277/553] Time 2.482 Data 0.001 Err 1.0373 top1 30.469 top5 11.719 | Epoch: [10][278/553] Time 2.444 Data 0.001 Err 1.1798 top1 30.469 top5 12.500 | Epoch: [10][279/553] Time 2.446 Data 0.001 Err 1.0828 top1 32.031 top5 8.594 | Epoch: [10][280/553] Time 2.448 Data 0.001 Err 0.9528 top1 27.344 top5 9.375 | Epoch: [10][281/553] Time 2.444 Data 0.001 Err 1.1869 top1 28.906 top5 12.500 | Epoch: [10][282/553] Time 2.458 Data 0.001 Err 1.0887 top1 30.469 top5 10.938 | Epoch: [10][283/553] Time 2.506 Data 0.001 Err 0.9350 top1 24.219 top5 7.812 | Epoch: [10][284/553] Time 2.433 Data 0.001 Err 1.0107 top1 25.781 top5 8.594 | Epoch: [10][285/553] Time 2.448 Data 0.001 Err 0.9546 top1 26.562 top5 9.375 | Epoch: [10][286/553] Time 2.450 Data 0.001 Err 1.1466 top1 35.156 top5 11.719 | Epoch: [10][287/553] Time 2.444 Data 0.001 Err 1.3012 top1 33.594 top5 17.188 | Epoch: [10][288/553] Time 2.494 Data 0.001 Err 0.9431 top1 23.438 top5 6.250 | Epoch: [10][289/553] Time 2.471 Data 0.001 Err 1.2977 top1 33.594 top5 10.938 | Epoch: [10][290/553] Time 2.445 Data 0.001 Err 1.3040 top1 35.156 top5 12.500 | Epoch: [10][291/553] Time 2.442 Data 0.001 Err 1.2460 top1 35.156 top5 13.281 | Epoch: [10][292/553] Time 2.467 Data 0.001 Err 0.9070 top1 21.875 top5 7.812 | Epoch: [10][293/553] Time 2.475 Data 0.001 Err 0.9961 top1 27.344 top5 10.156 | Epoch: [10][294/553] Time 2.440 Data 0.005 Err 1.1921 top1 31.250 top5 8.594 | Epoch: [10][295/553] Time 2.475 Data 0.000 Err 0.9296 top1 21.875 top5 8.594 | Epoch: [10][296/553] Time 2.462 Data 0.001 Err 1.1524 top1 29.688 top5 11.719 | Epoch: [10][297/553] Time 2.443 Data 0.001 Err 1.0966 top1 28.906 top5 10.156 | Epoch: [10][298/553] Time 2.451 Data 0.001 Err 1.3582 top1 31.250 top5 10.938 | Epoch: [10][299/553] Time 2.447 Data 0.001 Err 0.9999 top1 28.125 top5 8.594 | Epoch: [10][300/553] Time 2.441 Data 0.001 Err 0.8787 top1 24.219 top5 10.156 | Epoch: [10][301/553] Time 2.470 Data 0.001 Err 0.8569 top1 24.219 top5 6.250 | Epoch: [10][302/553] Time 2.438 Data 0.001 Err 0.9223 top1 27.344 top5 7.031 | Epoch: [10][303/553] Time 2.437 Data 0.001 Err 0.9631 top1 21.094 top5 11.719 | Epoch: [10][304/553] Time 2.463 Data 0.001 Err 0.8581 top1 25.000 top5 6.250 | Epoch: [10][305/553] Time 2.450 Data 0.001 Err 1.0154 top1 28.125 top5 7.812 | Epoch: [10][306/553] Time 2.456 Data 0.001 Err 1.1628 top1 33.594 top5 10.938 | Epoch: [10][307/553] Time 2.443 Data 0.000 Err 0.9248 top1 22.656 top5 9.375 | Epoch: [10][308/553] Time 2.482 Data 0.001 Err 1.1108 top1 28.125 top5 11.719 | Epoch: [10][309/553] Time 2.454 Data 0.001 Err 1.0853 top1 25.000 top5 14.062 | Epoch: [10][310/553] Time 2.444 Data 0.001 Err 1.1849 top1 28.906 top5 11.719 | Epoch: [10][311/553] Time 2.448 Data 0.001 Err 1.0425 top1 24.219 top5 11.719 | Epoch: [10][312/553] Time 2.472 Data 0.001 Err 1.0948 top1 29.688 top5 11.719 | Epoch: [10][313/553] Time 2.479 Data 0.006 Err 0.9216 top1 23.438 top5 7.031 | Epoch: [10][314/553] Time 2.436 Data 0.001 Err 1.2358 top1 31.250 top5 14.062 | Epoch: [10][315/553] Time 2.462 Data 0.001 Err 1.1056 top1 27.344 top5 11.719 | Epoch: [10][316/553] Time 2.445 Data 0.001 Err 1.3295 top1 28.906 top5 12.500 | Epoch: [10][317/553] Time 2.484 Data 0.001 Err 1.1451 top1 25.000 top5 10.938 | Epoch: [10][318/553] Time 2.436 Data 0.001 Err 0.7642 top1 25.000 top5 6.250 | Epoch: [10][319/553] Time 2.449 Data 0.001 Err 1.2692 top1 25.781 top5 13.281 | Epoch: [10][320/553] Time 2.438 Data 0.001 Err 1.3489 top1 29.688 top5 17.188 | Epoch: [10][321/553] Time 2.445 Data 0.001 Err 1.0263 top1 25.781 top5 9.375 | Epoch: [10][322/553] Time 2.455 Data 0.001 Err 1.2195 top1 33.594 top5 12.500 | Epoch: [10][323/553] Time 2.454 Data 0.001 Err 1.1194 top1 25.000 top5 11.719 | Epoch: [10][324/553] Time 2.461 Data 0.001 Err 1.0863 top1 26.562 top5 7.031 | Epoch: [10][325/553] Time 2.454 Data 0.001 Err 0.8420 top1 23.438 top5 7.031 | Epoch: [10][326/553] Time 2.451 Data 0.001 Err 0.9821 top1 28.125 top5 7.031 | Epoch: [10][327/553] Time 2.438 Data 0.001 Err 0.8284 top1 21.094 top5 6.250 | Epoch: [10][328/553] Time 2.503 Data 0.001 Err 0.8371 top1 24.219 top5 3.125 | Epoch: [10][329/553] Time 2.438 Data 0.001 Err 1.2897 top1 28.906 top5 13.281 | Epoch: [10][330/553] Time 2.454 Data 0.001 Err 1.0161 top1 28.125 top5 4.688 | Epoch: [10][331/553] Time 2.445 Data 0.001 Err 0.9465 top1 25.781 top5 6.250 | Epoch: [10][332/553] Time 2.464 Data 0.001 Err 0.7377 top1 18.750 top5 4.688 | Epoch: [10][333/553] Time 2.466 Data 0.001 Err 1.2227 top1 29.688 top5 13.281 | Epoch: [10][334/553] Time 2.456 Data 0.001 Err 1.4548 top1 37.500 top5 14.844 | Epoch: [10][335/553] Time 2.447 Data 0.001 Err 1.0664 top1 31.250 top5 9.375 | Epoch: [10][336/553] Time 2.497 Data 0.001 Err 1.3540 top1 32.812 top5 17.188 | Epoch: [10][337/553] Time 2.520 Data 0.001 Err 1.0393 top1 24.219 top5 11.719 | Epoch: [10][338/553] Time 2.448 Data 0.001 Err 0.7841 top1 21.875 top5 7.812 | Epoch: [10][339/553] Time 2.445 Data 0.001 Err 1.0095 top1 26.562 top5 8.594 | Epoch: [10][340/553] Time 2.453 Data 0.001 Err 0.6455 top1 17.188 top5 5.469 | Epoch: [10][341/553] Time 2.447 Data 0.001 Err 0.8057 top1 23.438 top5 4.688 | Epoch: [10][342/553] Time 2.482 Data 0.001 Err 0.9153 top1 24.219 top5 6.250 | Epoch: [10][343/553] Time 2.446 Data 0.001 Err 1.0097 top1 26.562 top5 8.594 | Epoch: [10][344/553] Time 2.496 Data 0.001 Err 0.9626 top1 24.219 top5 8.594 | Epoch: [10][345/553] Time 2.450 Data 0.001 Err 1.0511 top1 25.000 top5 10.156 | Epoch: [10][346/553] Time 2.476 Data 0.000 Err 0.9719 top1 26.562 top5 7.812 | Epoch: [10][347/553] Time 2.451 Data 0.001 Err 1.1006 top1 25.781 top5 12.500 | Epoch: [10][348/553] Time 2.490 Data 0.001 Err 1.0947 top1 26.562 top5 13.281 | Epoch: [10][349/553] Time 2.505 Data 0.001 Err 1.2311 top1 32.031 top5 14.844 | Epoch: [10][350/553] Time 2.441 Data 0.001 Err 1.2317 top1 35.156 top5 10.938 | Epoch: [10][351/553] Time 2.461 Data 0.002 Err 1.2005 top1 32.031 top5 14.844 | Epoch: [10][352/553] Time 2.443 Data 0.001 Err 0.8354 top1 21.875 top5 7.812 | Epoch: [10][353/553] Time 2.470 Data 0.001 Err 0.8544 top1 24.219 top5 5.469 | Epoch: [10][354/553] Time 2.435 Data 0.000 Err 1.1711 top1 34.375 top5 10.156 | Epoch: [10][355/553] Time 2.453 Data 0.001 Err 1.2322 top1 26.562 top5 17.969 | Epoch: [10][356/553] Time 2.446 Data 0.000 Err 1.1378 top1 29.688 top5 12.500 | Epoch: [10][357/553] Time 2.446 Data 0.001 Err 0.9410 top1 24.219 top5 10.938 | Epoch: [10][358/553] Time 2.488 Data 0.001 Err 0.9122 top1 22.656 top5 8.594 | Epoch: [10][359/553] Time 2.485 Data 0.001 Err 1.0797 top1 26.562 top5 11.719 | Epoch: [10][360/553] Time 2.458 Data 0.001 Err 1.1004 top1 27.344 top5 8.594 | Epoch: [10][361/553] Time 2.442 Data 0.001 Err 0.9576 top1 22.656 top5 9.375 | Epoch: [10][362/553] Time 2.484 Data 0.001 Err 0.9078 top1 21.875 top5 8.594 | Epoch: [10][363/553] Time 2.447 Data 0.001 Err 0.9660 top1 27.344 top5 6.250 | Epoch: [10][364/553] Time 2.508 Data 0.001 Err 0.9236 top1 25.000 top5 7.812 | Epoch: [10][365/553] Time 2.460 Data 0.001 Err 1.0849 top1 25.781 top5 10.156 | Epoch: [10][366/553] Time 2.478 Data 0.001 Err 1.1183 top1 30.469 top5 11.719 | Epoch: [10][367/553] Time 2.479 Data 0.001 Err 1.0271 top1 28.906 top5 8.594 | Epoch: [10][368/553] Time 2.441 Data 0.001 Err 0.9395 top1 21.875 top5 7.812 | Epoch: [10][369/553] Time 2.480 Data 0.001 Err 1.2302 top1 33.594 top5 13.281 | Epoch: [10][370/553] Time 2.474 Data 0.004 Err 0.8609 top1 24.219 top5 7.812 | Epoch: [10][371/553] Time 2.455 Data 0.001 Err 1.0795 top1 28.906 top5 10.938 | Epoch: [10][372/553] Time 2.473 Data 0.001 Err 1.4448 top1 36.719 top5 15.625 | Epoch: [10][373/553] Time 2.458 Data 0.001 Err 0.8603 top1 24.219 top5 6.250 | Epoch: [10][374/553] Time 2.477 Data 0.001 Err 0.8830 top1 25.781 top5 8.594 | Epoch: [10][375/553] Time 2.479 Data 0.001 Err 1.0704 top1 31.250 top5 11.719 | Epoch: [10][376/553] Time 2.488 Data 0.001 Err 1.2212 top1 32.031 top5 11.719 | Epoch: [10][377/553] Time 2.450 Data 0.001 Err 1.1436 top1 29.688 top5 13.281 | Epoch: [10][378/553] Time 2.480 Data 0.001 Err 1.0352 top1 24.219 top5 8.594 | Epoch: [10][379/553] Time 2.440 Data 0.001 Err 1.3885 top1 33.594 top5 17.188 | Epoch: [10][380/553] Time 2.461 Data 0.001 Err 1.2062 top1 29.688 top5 11.719 | Epoch: [10][381/553] Time 2.445 Data 0.001 Err 0.9066 top1 25.000 top5 10.938 | Epoch: [10][382/553] Time 2.444 Data 0.001 Err 1.2085 top1 30.469 top5 11.719 | Epoch: [10][383/553] Time 2.443 Data 0.001 Err 1.0767 top1 29.688 top5 13.281 | Epoch: [10][384/553] Time 2.447 Data 0.001 Err 1.1085 top1 32.031 top5 13.281 | Epoch: [10][385/553] Time 2.443 Data 0.001 Err 1.2380 top1 28.906 top5 11.719 | Epoch: [10][386/553] Time 2.446 Data 0.001 Err 1.1522 top1 31.250 top5 11.719 | Epoch: [10][387/553] Time 2.440 Data 0.001 Err 1.2166 top1 32.031 top5 10.938 | Epoch: [10][388/553] Time 2.438 Data 0.001 Err 0.7863 top1 24.219 top5 5.469 | Epoch: [10][389/553] Time 2.442 Data 0.003 Err 1.1261 top1 31.250 top5 10.156 | Epoch: [10][390/553] Time 2.489 Data 0.001 Err 1.0808 top1 24.219 top5 9.375 | Epoch: [10][391/553] Time 2.517 Data 0.001 Err 1.0651 top1 28.125 top5 12.500 | Epoch: [10][392/553] Time 2.478 Data 0.000 Err 1.0993 top1 30.469 top5 9.375 | Epoch: [10][393/553] Time 2.436 Data 0.001 Err 1.0593 top1 27.344 top5 9.375 | Epoch: [10][394/553] Time 2.503 Data 0.000 Err 1.0215 top1 25.000 top5 11.719 | Epoch: [10][395/553] Time 2.462 Data 0.001 Err 0.9308 top1 31.250 top5 4.688 | Epoch: [10][396/553] Time 2.429 Data 0.001 Err 1.0534 top1 28.125 top5 7.812 | Epoch: [10][397/553] Time 2.449 Data 0.001 Err 1.1053 top1 26.562 top5 12.500 | Epoch: [10][398/553] Time 2.474 Data 0.001 Err 1.2352 top1 33.594 top5 11.719 | Epoch: [10][399/553] Time 2.509 Data 0.001 Err 1.1080 top1 28.125 top5 9.375 | Epoch: [10][400/553] Time 2.484 Data 0.000 Err 1.1818 top1 32.031 top5 8.594 | Epoch: [10][401/553] Time 2.466 Data 0.001 Err 1.0888 top1 30.469 top5 8.594 | Epoch: [10][402/553] Time 2.439 Data 0.001 Err 1.1546 top1 28.125 top5 12.500 | Epoch: [10][403/553] Time 2.438 Data 0.001 Err 1.0786 top1 28.906 top5 10.156 | Epoch: [10][404/553] Time 2.460 Data 0.001 Err 1.0181 top1 27.344 top5 7.031 | Epoch: [10][405/553] Time 2.504 Data 0.001 Err 1.1680 top1 28.906 top5 14.062 | Epoch: [10][406/553] Time 2.460 Data 0.001 Err 0.9397 top1 21.875 top5 11.719 | Epoch: [10][407/553] Time 2.470 Data 0.001 Err 0.9960 top1 27.344 top5 10.156 | Epoch: [10][408/553] Time 2.452 Data 0.003 Err 0.9622 top1 25.781 top5 10.156 | Epoch: [10][409/553] Time 2.438 Data 0.001 Err 1.0842 top1 25.781 top5 10.938 | Epoch: [10][410/553] Time 2.509 Data 0.001 Err 1.3410 top1 32.812 top5 12.500 | Epoch: [10][411/553] Time 2.472 Data 0.001 Err 1.2416 top1 32.812 top5 12.500 | Epoch: [10][412/553] Time 2.450 Data 0.001 Err 0.9721 top1 27.344 top5 7.812 | Epoch: [10][413/553] Time 2.466 Data 0.001 Err 1.1091 top1 29.688 top5 8.594 | Epoch: [10][414/553] Time 2.444 Data 0.001 Err 1.3541 top1 35.156 top5 15.625 | Epoch: [10][415/553] Time 2.440 Data 0.001 Err 0.9005 top1 26.562 top5 5.469 | Epoch: [10][416/553] Time 2.488 Data 0.001 Err 1.1214 top1 27.344 top5 7.812 | Epoch: [10][417/553] Time 2.499 Data 0.001 Err 0.9354 top1 27.344 top5 7.031 | Epoch: [10][418/553] Time 2.515 Data 0.001 Err 1.1747 top1 31.250 top5 11.719 | Epoch: [10][419/553] Time 2.449 Data 0.001 Err 1.2514 top1 28.906 top5 11.719 | Epoch: [10][420/553] Time 2.457 Data 0.001 Err 0.9374 top1 24.219 top5 7.031 | Epoch: [10][421/553] Time 2.448 Data 0.001 Err 0.9455 top1 24.219 top5 10.156 | Epoch: [10][422/553] Time 2.469 Data 0.001 Err 1.0494 top1 28.906 top5 8.594 | Epoch: [10][423/553] Time 2.486 Data 0.001 Err 0.8228 top1 24.219 top5 4.688 | Epoch: [10][424/553] Time 2.447 Data 0.001 Err 1.0934 top1 29.688 top5 10.938 | Epoch: [10][425/553] Time 2.448 Data 0.001 Err 0.8397 top1 24.219 top5 6.250 | Epoch: [10][426/553] Time 2.510 Data 0.001 Err 0.9873 top1 23.438 top5 10.156 | Epoch: [10][427/553] Time 2.484 Data 0.005 Err 1.2140 top1 28.906 top5 13.281 | Epoch: [10][428/553] Time 2.456 Data 0.001 Err 0.8703 top1 22.656 top5 6.250 | Epoch: [10][429/553] Time 2.450 Data 0.001 Err 1.1505 top1 26.562 top5 14.844 | Epoch: [10][430/553] Time 2.479 Data 0.001 Err 1.0583 top1 28.906 top5 11.719 | Epoch: [10][431/553] Time 2.469 Data 0.001 Err 1.1739 top1 30.469 top5 14.062 | Epoch: [10][432/553] Time 2.453 Data 0.000 Err 0.8552 top1 21.875 top5 7.031 | Epoch: [10][433/553] Time 2.441 Data 0.001 Err 1.3461 top1 33.594 top5 10.156 | Epoch: [10][434/553] Time 2.466 Data 0.001 Err 1.0466 top1 25.000 top5 9.375 | Epoch: [10][435/553] Time 2.460 Data 0.001 Err 1.2579 top1 28.125 top5 14.062 | Epoch: [10][436/553] Time 2.446 Data 0.001 Err 1.2852 top1 32.812 top5 14.844 | Epoch: [10][437/553] Time 2.476 Data 0.001 Err 1.1955 top1 34.375 top5 10.156 | Epoch: [10][438/553] Time 2.464 Data 0.001 Err 1.2619 top1 33.594 top5 13.281 | Epoch: [10][439/553] Time 2.474 Data 0.001 Err 1.0470 top1 25.781 top5 8.594 | Epoch: [10][440/553] Time 2.445 Data 0.001 Err 1.2994 top1 30.469 top5 11.719 | Epoch: [10][441/553] Time 2.472 Data 0.001 Err 1.1754 top1 32.031 top5 8.594 | Epoch: [10][442/553] Time 2.474 Data 0.001 Err 0.9306 top1 25.781 top5 10.156 | Epoch: [10][443/553] Time 2.439 Data 0.001 Err 1.0435 top1 31.250 top5 10.156 | Epoch: [10][444/553] Time 2.446 Data 0.001 Err 1.2355 top1 31.250 top5 10.156 | Epoch: [10][445/553] Time 2.511 Data 0.001 Err 0.9384 top1 26.562 top5 7.031 | Epoch: [10][446/553] Time 2.483 Data 0.001 Err 1.1115 top1 28.906 top5 12.500 | Epoch: [10][447/553] Time 2.444 Data 0.001 Err 1.0619 top1 31.250 top5 8.594 | Epoch: [10][448/553] Time 2.461 Data 0.001 Err 0.8147 top1 20.312 top5 7.031 | Epoch: [10][449/553] Time 2.481 Data 0.001 Err 0.7201 top1 18.750 top5 7.031 | Epoch: [10][450/553] Time 2.448 Data 0.001 Err 0.9410 top1 27.344 top5 7.812 | Epoch: [10][451/553] Time 2.446 Data 0.001 Err 1.6434 top1 39.844 top5 17.969 | Epoch: [10][452/553] Time 2.437 Data 0.001 Err 1.1074 top1 31.250 top5 10.938 | Epoch: [10][453/553] Time 2.462 Data 0.001 Err 1.0530 top1 25.781 top5 8.594 | Epoch: [10][454/553] Time 2.455 Data 0.001 Err 1.4021 top1 35.156 top5 14.062 | Epoch: [10][455/553] Time 2.440 Data 0.001 Err 1.2188 top1 31.250 top5 8.594 | Epoch: [10][456/553] Time 2.447 Data 0.001 Err 1.1947 top1 29.688 top5 10.156 | Epoch: [10][457/553] Time 2.485 Data 0.001 Err 1.1049 top1 27.344 top5 9.375 | Epoch: [10][458/553] Time 2.435 Data 0.001 Err 1.1871 top1 30.469 top5 13.281 | Epoch: [10][459/553] Time 2.451 Data 0.001 Err 1.0588 top1 28.125 top5 10.156 | Epoch: [10][460/553] Time 2.440 Data 0.001 Err 1.0373 top1 28.906 top5 11.719 | Epoch: [10][461/553] Time 2.488 Data 0.001 Err 1.0283 top1 28.125 top5 10.938 | Epoch: [10][462/553] Time 2.443 Data 0.001 Err 0.9491 top1 23.438 top5 7.031 | Epoch: [10][463/553] Time 2.450 Data 0.001 Err 0.8502 top1 24.219 top5 7.031 | Epoch: [10][464/553] Time 2.476 Data 0.001 Err 1.0470 top1 25.781 top5 10.156 | Epoch: [10][465/553] Time 2.459 Data 0.001 Err 1.1354 top1 29.688 top5 13.281 | Epoch: [10][466/553] Time 2.473 Data 0.001 Err 1.2266 top1 35.156 top5 8.594 | Epoch: [10][467/553] Time 2.447 Data 0.001 Err 0.7039 top1 20.312 top5 6.250 | Epoch: [10][468/553] Time 2.481 Data 0.001 Err 0.8000 top1 21.094 top5 5.469 | Epoch: [10][469/553] Time 2.456 Data 0.001 Err 0.8302 top1 25.781 top5 4.688 | Epoch: [10][470/553] Time 2.452 Data 0.000 Err 1.0769 top1 27.344 top5 7.031 | Epoch: [10][471/553] Time 2.441 Data 0.001 Err 1.1482 top1 24.219 top5 9.375 | Epoch: [10][472/553] Time 2.453 Data 0.001 Err 1.1442 top1 31.250 top5 12.500 | Epoch: [10][473/553] Time 2.467 Data 0.001 Err 0.9714 top1 26.562 top5 8.594 | Epoch: [10][474/553] Time 2.457 Data 0.001 Err 1.1415 top1 28.125 top5 11.719 | Epoch: [10][475/553] Time 2.505 Data 0.001 Err 1.3678 top1 32.031 top5 12.500 | Epoch: [10][476/553] Time 2.469 Data 0.001 Err 1.2137 top1 28.125 top5 10.938 | Epoch: [10][477/553] Time 2.472 Data 0.001 Err 0.9699 top1 25.781 top5 7.031 | Epoch: [10][478/553] Time 2.476 Data 0.001 Err 0.8982 top1 21.875 top5 8.594 | Epoch: [10][479/553] Time 2.484 Data 0.000 Err 0.9779 top1 27.344 top5 10.938 | Epoch: [10][480/553] Time 2.481 Data 0.001 Err 1.2351 top1 29.688 top5 11.719 | Epoch: [10][481/553] Time 2.443 Data 0.001 Err 1.0943 top1 29.688 top5 11.719 | Epoch: [10][482/553] Time 2.467 Data 0.001 Err 0.9731 top1 25.000 top5 8.594 | Epoch: [10][483/553] Time 2.453 Data 0.001 Err 1.0932 top1 28.125 top5 10.938 | Epoch: [10][484/553] Time 2.531 Data 0.002 Err 1.1196 top1 29.688 top5 8.594 | Epoch: [10][485/553] Time 2.457 Data 0.001 Err 1.2954 top1 38.281 top5 14.062 | Epoch: [10][486/553] Time 2.454 Data 0.001 Err 1.1211 top1 26.562 top5 9.375 | Epoch: [10][487/553] Time 2.439 Data 0.001 Err 0.9518 top1 23.438 top5 9.375 | Epoch: [10][488/553] Time 2.506 Data 0.001 Err 0.9229 top1 25.781 top5 7.031 | Epoch: [10][489/553] Time 2.451 Data 0.001 Err 0.9165 top1 24.219 top5 7.812 | Epoch: [10][490/553] Time 2.443 Data 0.001 Err 0.9159 top1 23.438 top5 7.812 | Epoch: [10][491/553] Time 2.443 Data 0.001 Err 1.2906 top1 36.719 top5 14.844 | Epoch: [10][492/553] Time 2.475 Data 0.001 Err 1.4006 top1 32.031 top5 18.750 | Epoch: [10][493/553] Time 2.451 Data 0.001 Err 1.2652 top1 30.469 top5 14.844 | Epoch: [10][494/553] Time 2.457 Data 0.001 Err 1.1543 top1 28.125 top5 14.062 | Epoch: [10][495/553] Time 2.497 Data 0.001 Err 1.0356 top1 26.562 top5 5.469 | Epoch: [10][496/553] Time 2.474 Data 0.001 Err 0.8779 top1 23.438 top5 5.469 | Epoch: [10][497/553] Time 2.448 Data 0.001 Err 0.8868 top1 22.656 top5 8.594 | Epoch: [10][498/553] Time 2.446 Data 0.001 Err 1.1961 top1 27.344 top5 12.500 | Epoch: [10][499/553] Time 2.448 Data 0.001 Err 1.0476 top1 30.469 top5 9.375 | Epoch: [10][500/553] Time 2.473 Data 0.001 Err 0.8223 top1 21.875 top5 7.812 | Epoch: [10][501/553] Time 2.462 Data 0.001 Err 1.0078 top1 26.562 top5 8.594 | Epoch: [10][502/553] Time 2.467 Data 0.001 Err 1.0913 top1 27.344 top5 9.375 | Epoch: [10][503/553] Time 2.463 Data 0.002 Err 1.0542 top1 26.562 top5 14.062 | Epoch: [10][504/553] Time 2.437 Data 0.001 Err 1.0221 top1 29.688 top5 9.375 | Epoch: [10][505/553] Time 2.450 Data 0.001 Err 0.9168 top1 24.219 top5 7.812 | Epoch: [10][506/553] Time 2.438 Data 0.000 Err 1.0610 top1 32.031 top5 13.281 | Epoch: [10][507/553] Time 2.442 Data 0.001 Err 1.0799 top1 32.031 top5 7.031 | Epoch: [10][508/553] Time 2.449 Data 0.001 Err 1.0717 top1 26.562 top5 9.375 | Epoch: [10][509/553] Time 2.451 Data 0.001 Err 1.0160 top1 24.219 top5 10.156 | Epoch: [10][510/553] Time 2.438 Data 0.001 Err 1.0178 top1 24.219 top5 10.938 | Epoch: [10][511/553] Time 2.448 Data 0.001 Err 0.9099 top1 24.219 top5 7.812 | Epoch: [10][512/553] Time 2.485 Data 0.001 Err 0.9779 top1 28.125 top5 10.156 | Epoch: [10][513/553] Time 2.523 Data 0.001 Err 1.0912 top1 24.219 top5 11.719 | Epoch: [10][514/553] Time 2.474 Data 0.001 Err 0.9967 top1 24.219 top5 9.375 | Epoch: [10][515/553] Time 2.440 Data 0.001 Err 1.1685 top1 27.344 top5 10.938 | Epoch: [10][516/553] Time 2.460 Data 0.001 Err 0.9958 top1 25.781 top5 9.375 | Epoch: [10][517/553] Time 2.481 Data 0.001 Err 1.1157 top1 32.031 top5 11.719 | Epoch: [10][518/553] Time 2.519 Data 0.001 Err 1.0674 top1 27.344 top5 10.156 | Epoch: [10][519/553] Time 2.438 Data 0.001 Err 1.3143 top1 35.938 top5 10.938 | Epoch: [10][520/553] Time 2.447 Data 0.001 Err 1.0661 top1 28.125 top5 10.938 | Epoch: [10][521/553] Time 2.438 Data 0.001 Err 1.1893 top1 27.344 top5 14.844 | Epoch: [10][522/553] Time 2.508 Data 0.004 Err 1.3279 top1 35.156 top5 14.062 | Epoch: [10][523/553] Time 2.431 Data 0.001 Err 1.0552 top1 29.688 top5 10.156 | Epoch: [10][524/553] Time 2.474 Data 0.001 Err 1.0772 top1 29.688 top5 7.812 | Epoch: [10][525/553] Time 2.460 Data 0.001 Err 1.0964 top1 28.906 top5 13.281 | Epoch: [10][526/553] Time 2.438 Data 0.001 Err 0.8332 top1 23.438 top5 5.469 | Epoch: [10][527/553] Time 2.448 Data 0.001 Err 0.8847 top1 21.875 top5 6.250 | Epoch: [10][528/553] Time 2.478 Data 0.001 Err 1.0355 top1 26.562 top5 9.375 | Epoch: [10][529/553] Time 2.440 Data 0.001 Err 1.3199 top1 35.938 top5 7.812 | Epoch: [10][530/553] Time 2.446 Data 0.001 Err 0.8543 top1 24.219 top5 5.469 | Epoch: [10][531/553] Time 2.438 Data 0.001 Err 1.1329 top1 29.688 top5 8.594 | Epoch: [10][532/553] Time 2.461 Data 0.001 Err 1.0643 top1 25.781 top5 8.594 | Epoch: [10][533/553] Time 2.444 Data 0.000 Err 0.8856 top1 20.312 top5 7.031 | Epoch: [10][534/553] Time 2.476 Data 0.000 Err 1.1279 top1 28.906 top5 11.719 | Epoch: [10][535/553] Time 2.453 Data 0.001 Err 1.0227 top1 25.781 top5 10.156 | Epoch: [10][536/553] Time 2.485 Data 0.001 Err 0.9177 top1 22.656 top5 8.594 | Epoch: [10][537/553] Time 2.480 Data 0.001 Err 1.0382 top1 32.812 top5 9.375 | Epoch: [10][538/553] Time 2.451 Data 0.001 Err 1.2983 top1 35.156 top5 11.719 | Epoch: [10][539/553] Time 2.464 Data 0.001 Err 0.9888 top1 28.906 top5 9.375 | Epoch: [10][540/553] Time 2.438 Data 0.001 Err 0.8004 top1 21.094 top5 7.031 | Epoch: [10][541/553] Time 2.463 Data 0.002 Err 1.1477 top1 32.812 top5 10.156 | Epoch: [10][542/553] Time 2.471 Data 0.001 Err 0.9287 top1 25.781 top5 8.594 | Epoch: [10][543/553] Time 2.454 Data 0.000 Err 1.1149 top1 28.125 top5 12.500 | Epoch: [10][544/553] Time 2.445 Data 0.000 Err 1.0434 top1 28.125 top5 10.156 | Epoch: [10][545/553] Time 2.447 Data 0.000 Err 1.0676 top1 28.125 top5 10.156 | Epoch: [10][546/553] Time 2.452 Data 0.000 Err 0.9687 top1 30.469 top5 7.031 | Epoch: [10][547/553] Time 2.479 Data 0.000 Err 0.9183 top1 26.562 top5 7.031 | Epoch: [10][548/553] Time 2.432 Data 0.000 Err 0.8733 top1 22.656 top5 4.688 | Epoch: [10][549/553] Time 2.441 Data 0.000 Err 0.7633 top1 16.406 top5 3.125 | Epoch: [10][550/553] Time 2.438 Data 0.000 Err 0.8074 top1 21.875 top5 5.469 | Epoch: [10][551/553] Time 2.455 Data 0.000 Err 1.0496 top1 25.000 top5 9.375 | Epoch: [10][552/553] Time 2.457 Data 0.000 Err 1.3351 top1 37.500 top5 15.625 | Epoch: [10][553/553] Time 1.028 Data 0.000 Err 1.1735 top1 31.818 top5 13.636 | Test: [10][1/198] Time 2.566 Data 1.844 top1 30.469 ( 30.469) top5 10.938 ( 10.938) | Test: [10][2/198] Time 0.727 Data 0.001 top1 35.156 ( 32.812) top5 14.062 ( 12.500) | Test: [10][3/198] Time 0.714 Data 0.003 top1 25.781 ( 30.469) top5 7.812 ( 10.938) | Test: [10][4/198] Time 0.720 Data 0.001 top1 27.344 ( 29.688) top5 9.375 ( 10.547) | Test: [10][5/198] Time 0.713 Data 0.001 top1 35.156 ( 30.781) top5 8.594 ( 10.156) | Test: [10][6/198] Time 0.720 Data 0.001 top1 31.250 ( 30.859) top5 7.812 ( 9.766) | Test: [10][7/198] Time 0.714 Data 0.001 top1 25.781 ( 30.134) top5 7.031 ( 9.375) | Test: [10][8/198] Time 0.722 Data 0.001 top1 25.781 ( 29.590) top5 6.250 ( 8.984) | Test: [10][9/198] Time 0.718 Data 0.001 top1 32.812 ( 29.948) top5 9.375 ( 9.028) | Test: [10][10/198] Time 0.717 Data 0.001 top1 30.469 ( 30.000) top5 8.594 ( 8.984) | Test: [10][11/198] Time 0.741 Data 0.001 top1 35.938 ( 30.540) top5 13.281 ( 9.375) | Test: [10][12/198] Time 0.719 Data 0.001 top1 32.031 ( 30.664) top5 7.031 ( 9.180) | Test: [10][13/198] Time 0.716 Data 0.001 top1 32.031 ( 30.769) top5 8.594 ( 9.135) | Test: [10][14/198] Time 0.715 Data 0.001 top1 33.594 ( 30.971) top5 5.469 ( 8.873) | Test: [10][15/198] Time 0.717 Data 0.001 top1 41.406 ( 31.667) top5 12.500 ( 9.115) | Test: [10][16/198] Time 0.716 Data 0.001 top1 28.125 ( 31.445) top5 13.281 ( 9.375) | Test: [10][17/198] Time 0.716 Data 0.001 top1 39.062 ( 31.893) top5 10.938 ( 9.467) | Test: [10][18/198] Time 0.722 Data 0.001 top1 33.594 ( 31.988) top5 7.812 ( 9.375) | Test: [10][19/198] Time 0.720 Data 0.001 top1 33.594 ( 32.072) top5 10.938 ( 9.457) | Test: [10][20/198] Time 0.719 Data 0.001 top1 37.500 ( 32.344) top5 11.719 ( 9.570) | Test: [10][21/198] Time 0.776 Data 0.001 top1 35.938 ( 32.515) top5 14.062 ( 9.784) | Test: [10][22/198] Time 0.724 Data 0.001 top1 32.031 ( 32.493) top5 7.812 ( 9.695) | Test: [10][23/198] Time 0.731 Data 0.001 top1 31.250 ( 32.439) top5 7.812 ( 9.613) | Test: [10][24/198] Time 0.748 Data 0.001 top1 32.812 ( 32.454) top5 5.469 ( 9.440) | Test: [10][25/198] Time 0.725 Data 0.001 top1 27.344 ( 32.250) top5 8.594 ( 9.406) | Test: [10][26/198] Time 0.719 Data 0.001 top1 30.469 ( 32.181) top5 10.156 ( 9.435) | Test: [10][27/198] Time 0.719 Data 0.001 top1 30.469 ( 32.118) top5 9.375 ( 9.433) | Test: [10][28/198] Time 0.724 Data 0.001 top1 32.031 ( 32.115) top5 14.844 ( 9.626) | Test: [10][29/198] Time 0.715 Data 0.001 top1 32.031 ( 32.112) top5 5.469 ( 9.483) | Test: [10][30/198] Time 0.724 Data 0.001 top1 28.906 ( 32.005) top5 5.469 ( 9.349) | Test: [10][31/198] Time 0.769 Data 0.001 top1 36.719 ( 32.157) top5 14.844 ( 9.526) | Test: [10][32/198] Time 0.724 Data 0.001 top1 35.156 ( 32.251) top5 10.156 ( 9.546) | Test: [10][33/198] Time 0.722 Data 0.004 top1 32.031 ( 32.244) top5 7.812 ( 9.493) | Test: [10][34/198] Time 0.727 Data 0.001 top1 31.250 ( 32.215) top5 9.375 ( 9.490) | Test: [10][35/198] Time 0.728 Data 0.002 top1 30.469 ( 32.165) top5 11.719 ( 9.554) | Test: [10][36/198] Time 0.716 Data 0.001 top1 35.938 ( 32.270) top5 9.375 ( 9.549) | Test: [10][37/198] Time 0.730 Data 0.001 top1 33.594 ( 32.306) top5 7.031 ( 9.481) | Test: [10][38/198] Time 0.714 Data 0.001 top1 35.938 ( 32.401) top5 13.281 ( 9.581) | Test: [10][39/198] Time 0.716 Data 0.001 top1 30.469 ( 32.352) top5 6.250 ( 9.495) | Test: [10][40/198] Time 0.739 Data 0.001 top1 37.500 ( 32.480) top5 14.062 ( 9.609) | Test: [10][41/198] Time 0.720 Data 0.001 top1 33.594 ( 32.508) top5 8.594 ( 9.585) | Test: [10][42/198] Time 0.751 Data 0.001 top1 36.719 ( 32.608) top5 9.375 ( 9.580) | Test: [10][43/198] Time 0.754 Data 0.001 top1 40.625 ( 32.794) top5 9.375 ( 9.575) | Test: [10][44/198] Time 0.752 Data 0.001 top1 36.719 ( 32.884) top5 17.188 ( 9.748) | Test: [10][45/198] Time 0.723 Data 0.001 top1 40.625 ( 33.056) top5 8.594 ( 9.722) | Test: [10][46/198] Time 0.724 Data 0.001 top1 30.469 ( 32.999) top5 14.844 ( 9.834) | Test: [10][47/198] Time 0.725 Data 0.001 top1 26.562 ( 32.862) top5 5.469 ( 9.741) | Test: [10][48/198] Time 0.719 Data 0.001 top1 32.031 ( 32.845) top5 10.156 ( 9.749) | Test: [10][49/198] Time 0.723 Data 0.001 top1 28.125 ( 32.749) top5 10.938 ( 9.774) | Test: [10][50/198] Time 0.722 Data 0.001 top1 39.062 ( 32.875) top5 12.500 ( 9.828) | Test: [10][51/198] Time 0.722 Data 0.001 top1 36.719 ( 32.950) top5 10.938 ( 9.850) | Test: [10][52/198] Time 0.723 Data 0.001 top1 33.594 ( 32.963) top5 7.812 ( 9.811) | Test: [10][53/198] Time 0.787 Data 0.001 top1 18.750 ( 32.695) top5 4.688 ( 9.714) | Test: [10][54/198] Time 0.733 Data 0.001 top1 25.000 ( 32.552) top5 7.031 ( 9.664) | Test: [10][55/198] Time 0.774 Data 0.001 top1 35.156 ( 32.599) top5 10.156 ( 9.673) | Test: [10][56/198] Time 0.784 Data 0.001 top1 34.375 ( 32.631) top5 9.375 ( 9.668) | Test: [10][57/198] Time 0.769 Data 0.001 top1 29.688 ( 32.579) top5 7.812 ( 9.635) | Test: [10][58/198] Time 0.741 Data 0.001 top1 35.156 ( 32.624) top5 12.500 ( 9.685) | Test: [10][59/198] Time 0.723 Data 0.001 top1 34.375 ( 32.654) top5 7.812 ( 9.653) | Test: [10][60/198] Time 0.730 Data 0.001 top1 25.000 ( 32.526) top5 11.719 ( 9.688) | Test: [10][61/198] Time 0.719 Data 0.001 top1 35.938 ( 32.582) top5 9.375 ( 9.682) | Test: [10][62/198] Time 0.725 Data 0.001 top1 30.469 ( 32.548) top5 8.594 ( 9.665) | Test: [10][63/198] Time 0.725 Data 0.001 top1 31.250 ( 32.527) top5 7.031 ( 9.623) | Test: [10][64/198] Time 0.716 Data 0.001 top1 32.812 ( 32.532) top5 8.594 ( 9.607) | Test: [10][65/198] Time 0.725 Data 0.001 top1 29.688 ( 32.488) top5 7.812 ( 9.579) | Test: [10][66/198] Time 0.722 Data 0.001 top1 29.688 ( 32.446) top5 14.062 ( 9.647) | Test: [10][67/198] Time 0.736 Data 0.001 top1 31.250 ( 32.428) top5 10.938 ( 9.667) | Test: [10][68/198] Time 0.723 Data 0.001 top1 24.219 ( 32.307) top5 7.031 ( 9.628) | Test: [10][69/198] Time 0.717 Data 0.001 top1 32.031 ( 32.303) top5 9.375 ( 9.624) | Test: [10][70/198] Time 0.719 Data 0.001 top1 24.219 ( 32.188) top5 7.812 ( 9.598) | Test: [10][71/198] Time 0.718 Data 0.001 top1 35.938 ( 32.240) top5 10.938 ( 9.617) | Test: [10][72/198] Time 0.709 Data 0.001 top1 35.156 ( 32.281) top5 12.500 ( 9.657) | Test: [10][73/198] Time 0.723 Data 0.001 top1 24.219 ( 32.170) top5 7.031 ( 9.621) | Test: [10][74/198] Time 0.724 Data 0.001 top1 34.375 ( 32.200) top5 5.469 ( 9.565) | Test: [10][75/198] Time 0.723 Data 0.001 top1 28.906 ( 32.156) top5 7.031 ( 9.531) | Test: [10][76/198] Time 0.720 Data 0.001 top1 32.031 ( 32.155) top5 8.594 ( 9.519) | Test: [10][77/198] Time 0.719 Data 0.001 top1 26.562 ( 32.082) top5 8.594 ( 9.507) | Test: [10][78/198] Time 0.720 Data 0.001 top1 30.469 ( 32.061) top5 9.375 ( 9.505) | Test: [10][79/198] Time 0.717 Data 0.001 top1 28.906 ( 32.021) top5 7.812 ( 9.484) | Test: [10][80/198] Time 0.722 Data 0.002 top1 34.375 ( 32.051) top5 8.594 ( 9.473) | Test: [10][81/198] Time 0.721 Data 0.001 top1 24.219 ( 31.954) top5 7.812 ( 9.452) | Test: [10][82/198] Time 0.785 Data 0.001 top1 29.688 ( 31.926) top5 8.594 ( 9.442) | Test: [10][83/198] Time 0.759 Data 0.001 top1 34.375 ( 31.956) top5 12.500 ( 9.479) | Test: [10][84/198] Time 0.778 Data 0.001 top1 31.250 ( 31.948) top5 10.938 ( 9.496) | Test: [10][85/198] Time 0.715 Data 0.001 top1 21.875 ( 31.829) top5 4.688 ( 9.439) | Test: [10][86/198] Time 0.742 Data 0.002 top1 39.062 ( 31.913) top5 12.500 ( 9.475) | Test: [10][87/198] Time 0.777 Data 0.001 top1 30.469 ( 31.897) top5 9.375 ( 9.474) | Test: [10][88/198] Time 0.739 Data 0.001 top1 28.125 ( 31.854) top5 6.250 ( 9.437) | Test: [10][89/198] Time 0.736 Data 0.001 top1 31.250 ( 31.847) top5 11.719 ( 9.463) | Test: [10][90/198] Time 0.731 Data 0.001 top1 35.156 ( 31.884) top5 10.938 ( 9.479) | Test: [10][91/198] Time 0.725 Data 0.001 top1 34.375 ( 31.911) top5 10.938 ( 9.495) | Test: [10][92/198] Time 0.722 Data 0.001 top1 30.469 ( 31.895) top5 9.375 ( 9.494) | Test: [10][93/198] Time 0.732 Data 0.001 top1 27.344 ( 31.846) top5 6.250 ( 9.459) | Test: [10][94/198] Time 0.722 Data 0.001 top1 38.281 ( 31.915) top5 7.812 ( 9.441) | Test: [10][95/198] Time 0.729 Data 0.001 top1 29.688 ( 31.891) top5 7.812 ( 9.424) | Test: [10][96/198] Time 0.716 Data 0.001 top1 30.469 ( 31.877) top5 8.594 ( 9.416) | Test: [10][97/198] Time 0.728 Data 0.001 top1 28.125 ( 31.838) top5 8.594 ( 9.407) | Test: [10][98/198] Time 0.723 Data 0.001 top1 41.406 ( 31.936) top5 15.625 ( 9.471) | Test: [10][99/198] Time 0.738 Data 0.001 top1 29.688 ( 31.913) top5 6.250 ( 9.438) | Test: [10][100/198] Time 0.732 Data 0.001 top1 32.812 ( 31.922) top5 8.594 ( 9.430) | Test: [10][101/198] Time 0.718 Data 0.001 top1 33.594 ( 31.938) top5 6.250 ( 9.398) | Test: [10][102/198] Time 0.728 Data 0.001 top1 28.906 ( 31.909) top5 9.375 ( 9.398) | Test: [10][103/198] Time 0.735 Data 0.001 top1 33.594 ( 31.925) top5 12.500 ( 9.428) | Test: [10][104/198] Time 0.732 Data 0.001 top1 31.250 ( 31.919) top5 4.688 ( 9.383) | Test: [10][105/198] Time 0.724 Data 0.001 top1 38.281 ( 31.979) top5 11.719 ( 9.405) | Test: [10][106/198] Time 0.721 Data 0.001 top1 36.719 ( 32.024) top5 10.156 ( 9.412) | Test: [10][107/198] Time 0.723 Data 0.001 top1 28.125 ( 31.987) top5 9.375 ( 9.412) | Test: [10][108/198] Time 0.716 Data 0.002 top1 32.031 ( 31.988) top5 10.938 ( 9.426) | Test: [10][109/198] Time 0.770 Data 0.001 top1 35.938 ( 32.024) top5 10.156 ( 9.432) | Test: [10][110/198] Time 0.733 Data 0.001 top1 28.125 ( 31.989) top5 7.812 ( 9.418) | Test: [10][111/198] Time 0.727 Data 0.001 top1 31.250 ( 31.982) top5 14.062 ( 9.459) | Test: [10][112/198] Time 0.725 Data 0.001 top1 27.344 ( 31.941) top5 8.594 ( 9.452) | Test: [10][113/198] Time 0.797 Data 0.001 top1 31.250 ( 31.934) top5 13.281 ( 9.486) | Test: [10][114/198] Time 0.776 Data 0.001 top1 37.500 ( 31.983) top5 14.062 ( 9.526) | Test: [10][115/198] Time 0.717 Data 0.001 top1 33.594 ( 31.997) top5 9.375 ( 9.524) | Test: [10][116/198] Time 0.767 Data 0.001 top1 38.281 ( 32.051) top5 9.375 ( 9.523) | Test: [10][117/198] Time 0.759 Data 0.002 top1 29.688 ( 32.031) top5 10.156 ( 9.529) | Test: [10][118/198] Time 0.720 Data 0.001 top1 37.500 ( 32.078) top5 14.844 ( 9.574) | Test: [10][119/198] Time 0.755 Data 0.001 top1 27.344 ( 32.038) top5 7.812 ( 9.559) | Test: [10][120/198] Time 0.719 Data 0.001 top1 33.594 ( 32.051) top5 7.031 ( 9.538) | Test: [10][121/198] Time 0.717 Data 0.001 top1 34.375 ( 32.070) top5 13.281 ( 9.569) | Test: [10][122/198] Time 0.723 Data 0.001 top1 33.594 ( 32.082) top5 11.719 ( 9.586) | Test: [10][123/198] Time 0.723 Data 0.000 top1 35.938 ( 32.114) top5 7.031 ( 9.566) | Test: [10][124/198] Time 0.728 Data 0.001 top1 32.031 ( 32.113) top5 7.031 ( 9.545) | Test: [10][125/198] Time 0.717 Data 0.001 top1 37.500 ( 32.156) top5 11.719 ( 9.562) | Test: [10][126/198] Time 0.716 Data 0.001 top1 23.438 ( 32.087) top5 8.594 ( 9.555) | Test: [10][127/198] Time 0.718 Data 0.001 top1 28.906 ( 32.062) top5 7.031 ( 9.535) | Test: [10][128/198] Time 0.715 Data 0.001 top1 29.688 ( 32.043) top5 9.375 ( 9.534) | Test: [10][129/198] Time 0.722 Data 0.001 top1 32.031 ( 32.043) top5 6.250 ( 9.508) | Test: [10][130/198] Time 0.716 Data 0.001 top1 41.406 ( 32.115) top5 6.250 ( 9.483) | Test: [10][131/198] Time 0.719 Data 0.001 top1 32.031 ( 32.115) top5 10.156 ( 9.488) | Test: [10][132/198] Time 0.725 Data 0.001 top1 35.938 ( 32.144) top5 7.031 ( 9.470) | Test: [10][133/198] Time 0.718 Data 0.001 top1 25.781 ( 32.096) top5 5.469 ( 9.440) | Test: [10][134/198] Time 0.723 Data 0.001 top1 32.031 ( 32.095) top5 13.281 ( 9.468) | Test: [10][135/198] Time 0.736 Data 0.001 top1 25.781 ( 32.049) top5 9.375 ( 9.468) | Test: [10][136/198] Time 0.720 Data 0.001 top1 28.906 ( 32.026) top5 8.594 ( 9.461) | Test: [10][137/198] Time 0.717 Data 0.001 top1 26.562 ( 31.986) top5 4.688 ( 9.426) | Test: [10][138/198] Time 0.725 Data 0.001 top1 32.031 ( 31.986) top5 12.500 ( 9.449) | Test: [10][139/198] Time 0.791 Data 0.001 top1 27.344 ( 31.953) top5 10.156 ( 9.454) | Test: [10][140/198] Time 0.752 Data 0.001 top1 25.781 ( 31.908) top5 7.812 ( 9.442) | Test: [10][141/198] Time 0.739 Data 0.001 top1 30.469 ( 31.898) top5 7.031 ( 9.425) | Test: [10][142/198] Time 0.723 Data 0.001 top1 28.906 ( 31.877) top5 6.250 ( 9.403) | Test: [10][143/198] Time 0.768 Data 0.002 top1 28.125 ( 31.851) top5 7.031 ( 9.386) | Test: [10][144/198] Time 0.773 Data 0.001 top1 32.812 ( 31.858) top5 12.500 ( 9.408) | Test: [10][145/198] Time 0.748 Data 0.001 top1 35.156 ( 31.880) top5 3.906 ( 9.370) | Test: [10][146/198] Time 0.748 Data 0.003 top1 35.938 ( 31.908) top5 9.375 ( 9.370) | Test: [10][147/198] Time 0.720 Data 0.001 top1 30.469 ( 31.898) top5 13.281 ( 9.396) | Test: [10][148/198] Time 0.734 Data 0.001 top1 32.812 ( 31.905) top5 10.938 ( 9.407) | Test: [10][149/198] Time 0.739 Data 0.001 top1 28.125 ( 31.879) top5 10.938 ( 9.417) | Test: [10][150/198] Time 0.732 Data 0.001 top1 29.688 ( 31.865) top5 9.375 ( 9.417) | Test: [10][151/198] Time 0.734 Data 0.001 top1 31.250 ( 31.861) top5 9.375 ( 9.416) | Test: [10][152/198] Time 0.736 Data 0.000 top1 31.250 ( 31.856) top5 13.281 ( 9.442) | Test: [10][153/198] Time 0.725 Data 0.001 top1 30.469 ( 31.847) top5 7.812 ( 9.431) | Test: [10][154/198] Time 0.721 Data 0.001 top1 28.125 ( 31.823) top5 4.688 ( 9.400) | Test: [10][155/198] Time 0.714 Data 0.001 top1 37.500 ( 31.860) top5 8.594 ( 9.395) | Test: [10][156/198] Time 0.717 Data 0.001 top1 29.688 ( 31.846) top5 10.938 ( 9.405) | Test: [10][157/198] Time 0.715 Data 0.001 top1 26.562 ( 31.812) top5 8.594 ( 9.400) | Test: [10][158/198] Time 0.724 Data 0.001 top1 27.344 ( 31.784) top5 5.469 ( 9.375) | Test: [10][159/198] Time 0.726 Data 0.001 top1 40.625 ( 31.840) top5 11.719 ( 9.390) | Test: [10][160/198] Time 0.720 Data 0.001 top1 34.375 ( 31.855) top5 8.594 ( 9.385) | Test: [10][161/198] Time 0.721 Data 0.001 top1 32.031 ( 31.857) top5 6.250 ( 9.365) | Test: [10][162/198] Time 0.717 Data 0.001 top1 34.375 ( 31.872) top5 11.719 ( 9.380) | Test: [10][163/198] Time 0.728 Data 0.001 top1 28.906 ( 31.854) top5 8.594 ( 9.375) | Test: [10][164/198] Time 0.731 Data 0.001 top1 29.688 ( 31.841) top5 12.500 ( 9.394) | Test: [10][165/198] Time 0.719 Data 0.001 top1 28.906 ( 31.823) top5 7.812 ( 9.384) | Test: [10][166/198] Time 0.722 Data 0.001 top1 30.469 ( 31.815) top5 6.250 ( 9.366) | Test: [10][167/198] Time 0.717 Data 0.001 top1 32.031 ( 31.816) top5 11.719 ( 9.380) | Test: [10][168/198] Time 0.724 Data 0.001 top1 35.938 ( 31.841) top5 8.594 ( 9.375) | Test: [10][169/198] Time 0.714 Data 0.001 top1 26.562 ( 31.809) top5 12.500 ( 9.393) | Test: [10][170/198] Time 0.782 Data 0.001 top1 32.812 ( 31.815) top5 9.375 ( 9.393) | Test: [10][171/198] Time 0.779 Data 0.001 top1 35.156 ( 31.835) top5 13.281 ( 9.416) | Test: [10][172/198] Time 0.754 Data 0.001 top1 34.375 ( 31.850) top5 10.156 ( 9.420) | Test: [10][173/198] Time 0.801 Data 0.002 top1 32.031 ( 31.851) top5 8.594 ( 9.416) | Test: [10][174/198] Time 0.737 Data 0.004 top1 29.688 ( 31.838) top5 6.250 ( 9.397) | Test: [10][175/198] Time 0.732 Data 0.003 top1 29.688 ( 31.826) top5 7.031 ( 9.384) | Test: [10][176/198] Time 0.722 Data 0.001 top1 35.156 ( 31.845) top5 12.500 ( 9.402) | Test: [10][177/198] Time 0.718 Data 0.001 top1 22.656 ( 31.793) top5 7.031 ( 9.388) | Test: [10][178/198] Time 0.713 Data 0.001 top1 20.312 ( 31.728) top5 4.688 ( 9.362) | Test: [10][179/198] Time 0.728 Data 0.001 top1 34.375 ( 31.743) top5 8.594 ( 9.358) | Test: [10][180/198] Time 0.720 Data 0.001 top1 30.469 ( 31.736) top5 10.156 ( 9.362) | Test: [10][181/198] Time 0.723 Data 0.001 top1 28.125 ( 31.716) top5 10.156 ( 9.366) | Test: [10][182/198] Time 0.718 Data 0.001 top1 32.031 ( 31.718) top5 10.156 ( 9.371) | Test: [10][183/198] Time 0.722 Data 0.001 top1 35.156 ( 31.737) top5 12.500 ( 9.388) | Test: [10][184/198] Time 0.714 Data 0.001 top1 31.250 ( 31.734) top5 7.812 ( 9.379) | Test: [10][185/198] Time 0.730 Data 0.001 top1 40.625 ( 31.782) top5 8.594 ( 9.375) | Test: [10][186/198] Time 0.721 Data 0.000 top1 25.000 ( 31.746) top5 7.812 ( 9.367) | Test: [10][187/198] Time 0.722 Data 0.001 top1 29.688 ( 31.735) top5 8.594 ( 9.362) | Test: [10][188/198] Time 0.726 Data 0.000 top1 28.906 ( 31.720) top5 10.156 ( 9.367) | Test: [10][189/198] Time 0.721 Data 0.000 top1 24.219 ( 31.680) top5 4.688 ( 9.342) | Test: [10][190/198] Time 0.716 Data 0.000 top1 35.156 ( 31.698) top5 10.156 ( 9.346) | Test: [10][191/198] Time 0.717 Data 0.000 top1 37.500 ( 31.729) top5 13.281 ( 9.367) | Test: [10][192/198] Time 0.717 Data 0.000 top1 24.219 ( 31.689) top5 8.594 ( 9.363) | Test: [10][193/198] Time 0.724 Data 0.000 top1 28.906 ( 31.675) top5 6.250 ( 9.347) | Test: [10][194/198] Time 0.721 Data 0.000 top1 35.938 ( 31.697) top5 8.594 ( 9.343) | Test: [10][195/198] Time 0.720 Data 0.000 top1 33.594 ( 31.707) top5 7.031 ( 9.331) | Test: [10][196/198] Time 0.720 Data 0.000 top1 28.125 ( 31.688) top5 7.031 ( 9.319) | Test: [10][197/198] Time 0.261 Data 0.000 top1 35.294 ( 31.707) top5 14.706 ( 9.347) | Test: [10][198/198] Time 0.714 Data 0.000 top1 37.500 ( 31.736) top5 10.156 ( 9.351) * Finished epoch # 10 top1: 31.736 top5: 9.351 Epoch 11 => Training epoch # 11 | Epoch: [11][1/553] Time 5.031 Data 2.526 Err 1.0577 top1 28.906 top5 9.375 | Epoch: [11][2/553] Time 2.437 Data 0.001 Err 1.0932 top1 30.469 top5 8.594 | Epoch: [11][3/553] Time 2.446 Data 0.001 Err 1.1177 top1 30.469 top5 11.719 | Epoch: [11][4/553] Time 2.458 Data 0.001 Err 0.9661 top1 24.219 top5 10.156 | Epoch: [11][5/553] Time 2.430 Data 0.001 Err 1.1367 top1 30.469 top5 10.156 | Epoch: [11][6/553] Time 2.459 Data 0.001 Err 1.1365 top1 28.125 top5 12.500 | Epoch: [11][7/553] Time 2.447 Data 0.001 Err 1.2515 top1 32.812 top5 11.719 | Epoch: [11][8/553] Time 2.442 Data 0.001 Err 0.8897 top1 21.875 top5 7.031 | Epoch: [11][9/553] Time 2.441 Data 0.001 Err 0.8993 top1 26.562 top5 7.031 | Epoch: [11][10/553] Time 2.484 Data 0.001 Err 1.0067 top1 26.562 top5 10.156 | Epoch: [11][11/553] Time 2.504 Data 0.001 Err 0.8371 top1 23.438 top5 8.594 | Epoch: [11][12/553] Time 2.459 Data 0.001 Err 0.9300 top1 22.656 top5 6.250 | Epoch: [11][13/553] Time 2.503 Data 0.001 Err 0.7294 top1 21.875 top5 7.031 | Epoch: [11][14/553] Time 2.479 Data 0.001 Err 0.9702 top1 30.469 top5 6.250 | Epoch: [11][15/553] Time 2.491 Data 0.001 Err 1.1776 top1 32.812 top5 7.812 | Epoch: [11][16/553] Time 2.518 Data 0.001 Err 1.1291 top1 31.250 top5 8.594 | Epoch: [11][17/553] Time 2.434 Data 0.001 Err 1.0122 top1 25.000 top5 9.375 | Epoch: [11][18/553] Time 2.438 Data 0.001 Err 0.8797 top1 25.000 top5 7.031 | Epoch: [11][19/553] Time 2.481 Data 0.001 Err 1.1446 top1 25.781 top5 12.500 | Epoch: [11][20/553] Time 2.489 Data 0.001 Err 1.0558 top1 25.781 top5 10.156 | Epoch: [11][21/553] Time 2.456 Data 0.001 Err 0.9292 top1 26.562 top5 7.812 | Epoch: [11][22/553] Time 2.430 Data 0.001 Err 1.0083 top1 22.656 top5 10.938 | Epoch: [11][23/553] Time 2.513 Data 0.001 Err 0.8748 top1 22.656 top5 7.812 | Epoch: [11][24/553] Time 2.480 Data 0.001 Err 1.0659 top1 28.125 top5 9.375 | Epoch: [11][25/553] Time 2.456 Data 0.001 Err 0.8583 top1 26.562 top5 7.812 | Epoch: [11][26/553] Time 2.458 Data 0.001 Err 1.0232 top1 26.562 top5 11.719 | Epoch: [11][27/553] Time 2.438 Data 0.001 Err 1.1048 top1 23.438 top5 9.375 | Epoch: [11][28/553] Time 2.484 Data 0.001 Err 0.8254 top1 22.656 top5 7.031 | Epoch: [11][29/553] Time 2.498 Data 0.001 Err 1.0695 top1 29.688 top5 8.594 | Epoch: [11][30/553] Time 2.455 Data 0.001 Err 0.9606 top1 28.906 top5 10.156 | Epoch: [11][31/553] Time 2.451 Data 0.001 Err 0.9604 top1 27.344 top5 8.594 | Epoch: [11][32/553] Time 2.450 Data 0.001 Err 0.8105 top1 21.094 top5 5.469 | Epoch: [11][33/553] Time 2.516 Data 0.001 Err 0.9913 top1 25.781 top5 12.500 | Epoch: [11][34/553] Time 2.436 Data 0.001 Err 0.9208 top1 28.125 top5 7.031 | Epoch: [11][35/553] Time 2.480 Data 0.001 Err 1.0300 top1 25.000 top5 8.594 | Epoch: [11][36/553] Time 2.478 Data 0.001 Err 1.1532 top1 28.906 top5 10.156 | Epoch: [11][37/553] Time 2.483 Data 0.001 Err 1.0832 top1 27.344 top5 10.938 | Epoch: [11][38/553] Time 2.449 Data 0.001 Err 1.1120 top1 29.688 top5 9.375 | Epoch: [11][39/553] Time 2.437 Data 0.001 Err 1.0286 top1 26.562 top5 12.500 | Epoch: [11][40/553] Time 2.475 Data 0.001 Err 0.8693 top1 25.781 top5 7.031 | Epoch: [11][41/553] Time 2.445 Data 0.001 Err 0.9758 top1 25.000 top5 7.812 | Epoch: [11][42/553] Time 2.441 Data 0.001 Err 1.0049 top1 25.781 top5 7.031 | Epoch: [11][43/553] Time 2.488 Data 0.001 Err 1.2096 top1 28.906 top5 12.500 | Epoch: [11][44/553] Time 2.439 Data 0.001 Err 0.9479 top1 25.000 top5 10.156 | Epoch: [11][45/553] Time 2.455 Data 0.001 Err 0.9771 top1 23.438 top5 10.156 | Epoch: [11][46/553] Time 2.440 Data 0.001 Err 0.9660 top1 24.219 top5 10.156 | Epoch: [11][47/553] Time 2.439 Data 0.001 Err 0.8849 top1 25.781 top5 7.812 | Epoch: [11][48/553] Time 2.456 Data 0.001 Err 0.9902 top1 27.344 top5 8.594 | Epoch: [11][49/553] Time 2.449 Data 0.001 Err 0.9427 top1 25.781 top5 9.375 | Epoch: [11][50/553] Time 2.455 Data 0.001 Err 0.7070 top1 20.312 top5 6.250 | Epoch: [11][51/553] Time 2.443 Data 0.001 Err 0.9071 top1 21.875 top5 10.938 | Epoch: [11][52/553] Time 2.527 Data 0.001 Err 1.0020 top1 25.781 top5 9.375 | Epoch: [11][53/553] Time 2.449 Data 0.001 Err 0.7973 top1 19.531 top5 8.594 | Epoch: [11][54/553] Time 2.439 Data 0.001 Err 1.0309 top1 30.469 top5 7.031 | Epoch: [11][55/553] Time 2.488 Data 0.001 Err 0.8670 top1 25.781 top5 7.812 | Epoch: [11][56/553] Time 2.511 Data 0.001 Err 0.9053 top1 20.312 top5 6.250 | Epoch: [11][57/553] Time 2.484 Data 0.001 Err 0.8311 top1 23.438 top5 3.906 | Epoch: [11][58/553] Time 2.502 Data 0.001 Err 1.0258 top1 25.781 top5 13.281 | Epoch: [11][59/553] Time 2.440 Data 0.001 Err 0.8840 top1 22.656 top5 4.688 | Epoch: [11][60/553] Time 2.488 Data 0.001 Err 1.1605 top1 28.906 top5 14.062 | Epoch: [11][61/553] Time 2.446 Data 0.001 Err 1.0793 top1 31.250 top5 8.594 | Epoch: [11][62/553] Time 2.474 Data 0.001 Err 0.9416 top1 26.562 top5 9.375 | Epoch: [11][63/553] Time 2.452 Data 0.000 Err 1.2387 top1 32.031 top5 14.062 | Epoch: [11][64/553] Time 2.456 Data 0.001 Err 0.9189 top1 20.312 top5 8.594 | Epoch: [11][65/553] Time 2.488 Data 0.001 Err 1.0603 top1 28.906 top5 9.375 | Epoch: [11][66/553] Time 2.446 Data 0.001 Err 1.0212 top1 30.469 top5 6.250 | Epoch: [11][67/553] Time 2.453 Data 0.001 Err 0.7784 top1 17.188 top5 7.812 | Epoch: [11][68/553] Time 2.436 Data 0.001 Err 1.2346 top1 35.938 top5 12.500 | Epoch: [11][69/553] Time 2.479 Data 0.001 Err 0.8819 top1 22.656 top5 8.594 | Epoch: [11][70/553] Time 2.438 Data 0.001 Err 0.9962 top1 21.094 top5 6.250 | Epoch: [11][71/553] Time 2.453 Data 0.001 Err 0.9877 top1 25.781 top5 10.938 | Epoch: [11][72/553] Time 2.469 Data 0.001 Err 1.1981 top1 30.469 top5 10.156 | Epoch: [11][73/553] Time 2.464 Data 0.001 Err 0.8712 top1 20.312 top5 7.812 | Epoch: [11][74/553] Time 2.450 Data 0.001 Err 0.9171 top1 25.781 top5 9.375 | Epoch: [11][75/553] Time 2.483 Data 0.001 Err 1.0256 top1 25.781 top5 10.156 | Epoch: [11][76/553] Time 2.474 Data 0.001 Err 0.8944 top1 26.562 top5 7.031 | Epoch: [11][77/553] Time 2.445 Data 0.001 Err 0.8205 top1 22.656 top5 4.688 | Epoch: [11][78/553] Time 2.476 Data 0.004 Err 0.7877 top1 24.219 top5 3.906 | Epoch: [11][79/553] Time 2.456 Data 0.001 Err 1.0818 top1 28.125 top5 8.594 | Epoch: [11][80/553] Time 2.448 Data 0.001 Err 1.1089 top1 32.812 top5 12.500 | Epoch: [11][81/553] Time 2.491 Data 0.001 Err 0.9861 top1 25.781 top5 7.812 | Epoch: [11][82/553] Time 2.449 Data 0.001 Err 1.0191 top1 27.344 top5 11.719 | Epoch: [11][83/553] Time 2.450 Data 0.001 Err 1.1252 top1 25.000 top5 9.375 | Epoch: [11][84/553] Time 2.464 Data 0.001 Err 0.9505 top1 25.000 top5 7.031 | Epoch: [11][85/553] Time 2.484 Data 0.001 Err 0.8946 top1 25.781 top5 6.250 | Epoch: [11][86/553] Time 2.450 Data 0.001 Err 1.0896 top1 24.219 top5 12.500 | Epoch: [11][87/553] Time 2.440 Data 0.001 Err 1.1044 top1 29.688 top5 10.156 | Epoch: [11][88/553] Time 2.490 Data 0.001 Err 1.0605 top1 26.562 top5 10.156 | Epoch: [11][89/553] Time 2.441 Data 0.001 Err 0.9866 top1 27.344 top5 8.594 | Epoch: [11][90/553] Time 2.485 Data 0.001 Err 1.0237 top1 23.438 top5 7.812 | Epoch: [11][91/553] Time 2.447 Data 0.001 Err 0.9744 top1 29.688 top5 8.594 | Epoch: [11][92/553] Time 2.446 Data 0.001 Err 0.8490 top1 23.438 top5 7.031 | Epoch: [11][93/553] Time 2.436 Data 0.001 Err 0.7926 top1 22.656 top5 3.906 | Epoch: [11][94/553] Time 2.482 Data 0.001 Err 0.9844 top1 27.344 top5 9.375 | Epoch: [11][95/553] Time 2.442 Data 0.001 Err 1.1583 top1 32.031 top5 10.156 | Epoch: [11][96/553] Time 2.434 Data 0.001 Err 0.9132 top1 25.000 top5 8.594 | Epoch: [11][97/553] Time 2.444 Data 0.004 Err 1.1769 top1 31.250 top5 10.938 | Epoch: [11][98/553] Time 2.501 Data 0.001 Err 1.0039 top1 28.906 top5 9.375 | Epoch: [11][99/553] Time 2.457 Data 0.001 Err 1.2225 top1 32.031 top5 10.156 | Epoch: [11][100/553] Time 2.481 Data 0.001 Err 1.2436 top1 28.125 top5 10.938 | Epoch: [11][101/553] Time 2.494 Data 0.001 Err 1.0661 top1 25.781 top5 10.938 | Epoch: [11][102/553] Time 2.507 Data 0.001 Err 1.1266 top1 26.562 top5 9.375 | Epoch: [11][103/553] Time 2.443 Data 0.001 Err 0.9802 top1 26.562 top5 7.812 | Epoch: [11][104/553] Time 2.492 Data 0.001 Err 0.9874 top1 26.562 top5 7.031 | Epoch: [11][105/553] Time 2.489 Data 0.001 Err 0.8287 top1 25.000 top5 5.469 | Epoch: [11][106/553] Time 2.442 Data 0.001 Err 1.1462 top1 28.906 top5 13.281 | Epoch: [11][107/553] Time 2.494 Data 0.001 Err 1.0690 top1 25.781 top5 10.938 | Epoch: [11][108/553] Time 2.461 Data 0.001 Err 0.9080 top1 25.781 top5 6.250 | Epoch: [11][109/553] Time 2.448 Data 0.000 Err 0.9354 top1 25.781 top5 5.469 | Epoch: [11][110/553] Time 2.483 Data 0.001 Err 0.9039 top1 22.656 top5 9.375 | Epoch: [11][111/553] Time 2.454 Data 0.001 Err 0.9864 top1 22.656 top5 7.812 | Epoch: [11][112/553] Time 2.443 Data 0.001 Err 0.8662 top1 21.094 top5 7.812 | Epoch: [11][113/553] Time 2.447 Data 0.001 Err 1.0183 top1 29.688 top5 9.375 | Epoch: [11][114/553] Time 2.463 Data 0.001 Err 0.7748 top1 20.312 top5 7.812 | Epoch: [11][115/553] Time 2.444 Data 0.001 Err 1.1297 top1 31.250 top5 7.031 | Epoch: [11][116/553] Time 2.455 Data 0.004 Err 0.9765 top1 26.562 top5 10.156 | Epoch: [11][117/553] Time 2.455 Data 0.001 Err 0.9440 top1 27.344 top5 7.031 | Epoch: [11][118/553] Time 2.467 Data 0.001 Err 0.9042 top1 23.438 top5 7.031 | Epoch: [11][119/553] Time 2.434 Data 0.001 Err 1.1240 top1 31.250 top5 7.031 | Epoch: [11][120/553] Time 2.478 Data 0.000 Err 1.0531 top1 21.875 top5 10.156 | Epoch: [11][121/553] Time 2.451 Data 0.001 Err 0.8419 top1 21.094 top5 7.031 | Epoch: [11][122/553] Time 2.476 Data 0.001 Err 1.0100 top1 25.781 top5 10.156 | Epoch: [11][123/553] Time 2.488 Data 0.001 Err 1.1552 top1 32.812 top5 9.375 | Epoch: [11][124/553] Time 2.451 Data 0.001 Err 0.8177 top1 21.875 top5 7.031 | Epoch: [11][125/553] Time 2.454 Data 0.001 Err 0.9162 top1 25.781 top5 5.469 | Epoch: [11][126/553] Time 2.451 Data 0.001 Err 0.9791 top1 28.906 top5 9.375 | Epoch: [11][127/553] Time 2.456 Data 0.001 Err 0.9454 top1 25.781 top5 8.594 | Epoch: [11][128/553] Time 2.467 Data 0.001 Err 1.0796 top1 27.344 top5 10.156 | Epoch: [11][129/553] Time 2.483 Data 0.000 Err 1.0383 top1 28.906 top5 7.031 | Epoch: [11][130/553] Time 2.451 Data 0.001 Err 0.8081 top1 22.656 top5 8.594 | Epoch: [11][131/553] Time 2.458 Data 0.001 Err 0.8856 top1 21.875 top5 8.594 | Epoch: [11][132/553] Time 2.446 Data 0.001 Err 1.1759 top1 28.906 top5 13.281 | Epoch: [11][133/553] Time 2.485 Data 0.001 Err 1.1504 top1 28.125 top5 7.812 | Epoch: [11][134/553] Time 2.442 Data 0.001 Err 1.2491 top1 34.375 top5 13.281 | Epoch: [11][135/553] Time 2.458 Data 0.004 Err 1.0189 top1 28.906 top5 10.938 | Epoch: [11][136/553] Time 2.481 Data 0.001 Err 1.0053 top1 23.438 top5 8.594 | Epoch: [11][137/553] Time 2.477 Data 0.001 Err 0.8111 top1 23.438 top5 4.688 | Epoch: [11][138/553] Time 2.501 Data 0.001 Err 1.0183 top1 28.125 top5 8.594 | Epoch: [11][139/553] Time 2.450 Data 0.001 Err 0.9132 top1 26.562 top5 8.594 | Epoch: [11][140/553] Time 2.454 Data 0.001 Err 0.8951 top1 28.906 top5 11.719 | Epoch: [11][141/553] Time 2.486 Data 0.001 Err 1.0467 top1 28.906 top5 11.719 | Epoch: [11][142/553] Time 2.444 Data 0.001 Err 0.9236 top1 27.344 top5 9.375 | Epoch: [11][143/553] Time 2.441 Data 0.001 Err 0.9883 top1 29.688 top5 7.031 | Epoch: [11][144/553] Time 2.449 Data 0.001 Err 0.8718 top1 23.438 top5 7.031 | Epoch: [11][145/553] Time 2.476 Data 0.001 Err 0.9576 top1 27.344 top5 9.375 | Epoch: [11][146/553] Time 2.458 Data 0.001 Err 0.8518 top1 22.656 top5 7.031 | Epoch: [11][147/553] Time 2.460 Data 0.001 Err 1.1495 top1 35.156 top5 13.281 | Epoch: [11][148/553] Time 2.452 Data 0.000 Err 1.2218 top1 35.156 top5 13.281 | Epoch: [11][149/553] Time 2.447 Data 0.001 Err 0.9237 top1 25.000 top5 7.812 | Epoch: [11][150/553] Time 2.457 Data 0.001 Err 0.8693 top1 27.344 top5 5.469 | Epoch: [11][151/553] Time 2.434 Data 0.001 Err 0.7590 top1 20.312 top5 4.688 | Epoch: [11][152/553] Time 2.468 Data 0.001 Err 1.0079 top1 23.438 top5 10.938 | Epoch: [11][153/553] Time 2.470 Data 0.001 Err 1.1920 top1 29.688 top5 11.719 | Epoch: [11][154/553] Time 2.445 Data 0.003 Err 1.0873 top1 24.219 top5 11.719 | Epoch: [11][155/553] Time 2.466 Data 0.001 Err 0.9785 top1 22.656 top5 8.594 | Epoch: [11][156/553] Time 2.456 Data 0.001 Err 0.9267 top1 29.688 top5 7.031 | Epoch: [11][157/553] Time 2.455 Data 0.001 Err 1.2329 top1 37.500 top5 10.156 | Epoch: [11][158/553] Time 2.443 Data 0.001 Err 0.8417 top1 21.875 top5 4.688 | Epoch: [11][159/553] Time 2.445 Data 0.001 Err 1.0988 top1 36.719 top5 4.688 | Epoch: [11][160/553] Time 2.445 Data 0.001 Err 0.9393 top1 25.000 top5 8.594 | Epoch: [11][161/553] Time 2.440 Data 0.001 Err 0.9878 top1 24.219 top5 8.594 | Epoch: [11][162/553] Time 2.454 Data 0.001 Err 1.1079 top1 32.031 top5 10.938 | Epoch: [11][163/553] Time 2.445 Data 0.001 Err 1.1462 top1 32.031 top5 10.156 | Epoch: [11][164/553] Time 2.450 Data 0.001 Err 0.9824 top1 29.688 top5 7.812 | Epoch: [11][165/553] Time 2.492 Data 0.001 Err 1.0183 top1 28.125 top5 8.594 | Epoch: [11][166/553] Time 2.451 Data 0.001 Err 0.8275 top1 21.094 top5 6.250 | Epoch: [11][167/553] Time 2.451 Data 0.001 Err 0.7993 top1 21.875 top5 7.812 | Epoch: [11][168/553] Time 2.449 Data 0.000 Err 1.1903 top1 31.250 top5 11.719 | Epoch: [11][169/553] Time 2.518 Data 0.001 Err 1.0929 top1 28.906 top5 9.375 | Epoch: [11][170/553] Time 2.481 Data 0.001 Err 1.0818 top1 28.125 top5 12.500 | Epoch: [11][171/553] Time 2.448 Data 0.001 Err 0.8646 top1 21.875 top5 6.250 | Epoch: [11][172/553] Time 2.458 Data 0.001 Err 1.0355 top1 24.219 top5 8.594 | Epoch: [11][173/553] Time 2.483 Data 0.004 Err 1.1001 top1 28.125 top5 10.938 | Epoch: [11][174/553] Time 2.451 Data 0.000 Err 0.7997 top1 19.531 top5 4.688 | Epoch: [11][175/553] Time 2.452 Data 0.001 Err 1.1642 top1 29.688 top5 6.250 | Epoch: [11][176/553] Time 2.528 Data 0.000 Err 1.2046 top1 36.719 top5 9.375 | Epoch: [11][177/553] Time 2.478 Data 0.001 Err 0.7405 top1 17.969 top5 6.250 | Epoch: [11][178/553] Time 2.448 Data 0.001 Err 1.0913 top1 31.250 top5 9.375 | Epoch: [11][179/553] Time 2.446 Data 0.001 Err 1.0374 top1 28.906 top5 9.375 | Epoch: [11][180/553] Time 2.482 Data 0.001 Err 1.1241 top1 29.688 top5 9.375 | Epoch: [11][181/553] Time 2.462 Data 0.001 Err 1.0156 top1 24.219 top5 10.938 | Epoch: [11][182/553] Time 2.444 Data 0.001 Err 0.9683 top1 28.906 top5 5.469 | Epoch: [11][183/553] Time 2.483 Data 0.001 Err 1.0080 top1 24.219 top5 8.594 | Epoch: [11][184/553] Time 2.480 Data 0.001 Err 0.8625 top1 24.219 top5 7.812 | Epoch: [11][185/553] Time 2.458 Data 0.001 Err 1.0149 top1 25.781 top5 11.719 | Epoch: [11][186/553] Time 2.439 Data 0.000 Err 0.9640 top1 28.125 top5 6.250 | Epoch: [11][187/553] Time 2.450 Data 0.001 Err 1.3141 top1 35.156 top5 12.500 | Epoch: [11][188/553] Time 2.478 Data 0.001 Err 0.8743 top1 21.875 top5 3.125 | Epoch: [11][189/553] Time 2.461 Data 0.001 Err 1.1479 top1 27.344 top5 12.500 | Epoch: [11][190/553] Time 2.444 Data 0.001 Err 1.2214 top1 29.688 top5 14.062 | Epoch: [11][191/553] Time 2.442 Data 0.001 Err 0.9612 top1 25.000 top5 10.156 | Epoch: [11][192/553] Time 2.486 Data 0.003 Err 1.0068 top1 25.781 top5 7.812 | Epoch: [11][193/553] Time 2.473 Data 0.000 Err 0.8272 top1 21.875 top5 5.469 | Epoch: [11][194/553] Time 2.441 Data 0.001 Err 1.0277 top1 25.781 top5 11.719 | Epoch: [11][195/553] Time 2.480 Data 0.001 Err 0.8471 top1 24.219 top5 5.469 | Epoch: [11][196/553] Time 2.436 Data 0.001 Err 1.1038 top1 28.906 top5 10.938 | Epoch: [11][197/553] Time 2.522 Data 0.000 Err 1.1511 top1 30.469 top5 12.500 | Epoch: [11][198/553] Time 2.443 Data 0.001 Err 0.9409 top1 21.875 top5 10.938 | Epoch: [11][199/553] Time 2.440 Data 0.001 Err 0.8226 top1 25.781 top5 4.688 | Epoch: [11][200/553] Time 2.442 Data 0.001 Err 0.8522 top1 20.312 top5 8.594 | Epoch: [11][201/553] Time 2.475 Data 0.001 Err 1.0833 top1 25.781 top5 13.281 | Epoch: [11][202/553] Time 2.487 Data 0.001 Err 1.0925 top1 29.688 top5 11.719 | Epoch: [11][203/553] Time 2.443 Data 0.001 Err 0.7829 top1 25.781 top5 3.125 | Epoch: [11][204/553] Time 2.501 Data 0.001 Err 1.0579 top1 30.469 top5 11.719 | Epoch: [11][205/553] Time 2.493 Data 0.001 Err 1.0601 top1 26.562 top5 8.594 | Epoch: [11][206/553] Time 2.451 Data 0.001 Err 0.9999 top1 28.906 top5 8.594 | Epoch: [11][207/553] Time 2.436 Data 0.001 Err 1.0188 top1 25.000 top5 6.250 | Epoch: [11][208/553] Time 2.470 Data 0.001 Err 1.0564 top1 26.562 top5 11.719 | Epoch: [11][209/553] Time 2.483 Data 0.001 Err 0.8858 top1 21.094 top5 7.031 | Epoch: [11][210/553] Time 2.438 Data 0.001 Err 0.7563 top1 22.656 top5 3.125 | Epoch: [11][211/553] Time 2.445 Data 0.001 Err 1.2385 top1 34.375 top5 13.281 | Epoch: [11][212/553] Time 2.438 Data 0.001 Err 0.9179 top1 18.750 top5 8.594 | Epoch: [11][213/553] Time 2.438 Data 0.001 Err 0.9724 top1 28.125 top5 9.375 | Epoch: [11][214/553] Time 2.445 Data 0.001 Err 1.1904 top1 32.812 top5 11.719 | Epoch: [11][215/553] Time 2.448 Data 0.001 Err 1.0334 top1 27.344 top5 9.375 | Epoch: [11][216/553] Time 2.478 Data 0.001 Err 0.9901 top1 29.688 top5 6.250 | Epoch: [11][217/553] Time 2.442 Data 0.001 Err 0.8973 top1 24.219 top5 7.031 | Epoch: [11][218/553] Time 2.447 Data 0.001 Err 1.1253 top1 28.125 top5 14.062 | Epoch: [11][219/553] Time 2.438 Data 0.001 Err 0.9513 top1 23.438 top5 9.375 | Epoch: [11][220/553] Time 2.447 Data 0.001 Err 1.0415 top1 26.562 top5 11.719 | Epoch: [11][221/553] Time 2.458 Data 0.001 Err 0.7955 top1 23.438 top5 7.031 | Epoch: [11][222/553] Time 2.436 Data 0.001 Err 0.7736 top1 17.969 top5 8.594 | Epoch: [11][223/553] Time 2.453 Data 0.001 Err 1.2784 top1 29.688 top5 14.062 | Epoch: [11][224/553] Time 2.437 Data 0.001 Err 0.9515 top1 25.000 top5 7.031 | Epoch: [11][225/553] Time 2.443 Data 0.000 Err 1.0536 top1 28.906 top5 10.156 | Epoch: [11][226/553] Time 2.471 Data 0.001 Err 0.8109 top1 20.312 top5 9.375 | Epoch: [11][227/553] Time 2.469 Data 0.001 Err 0.9257 top1 28.906 top5 8.594 | Epoch: [11][228/553] Time 2.464 Data 0.001 Err 0.9636 top1 25.781 top5 11.719 | Epoch: [11][229/553] Time 2.514 Data 0.001 Err 1.0655 top1 28.125 top5 8.594 | Epoch: [11][230/553] Time 2.440 Data 0.001 Err 0.7419 top1 17.969 top5 9.375 | Epoch: [11][231/553] Time 2.470 Data 0.001 Err 0.7802 top1 21.094 top5 6.250 | Epoch: [11][232/553] Time 2.449 Data 0.001 Err 1.3139 top1 36.719 top5 13.281 | Epoch: [11][233/553] Time 2.507 Data 0.001 Err 0.9779 top1 25.000 top5 9.375 | Epoch: [11][234/553] Time 2.440 Data 0.001 Err 1.0938 top1 26.562 top5 11.719 | Epoch: [11][235/553] Time 2.439 Data 0.001 Err 0.8979 top1 28.125 top5 5.469 | Epoch: [11][236/553] Time 2.464 Data 0.001 Err 1.1549 top1 32.031 top5 12.500 | Epoch: [11][237/553] Time 2.479 Data 0.001 Err 1.0422 top1 27.344 top5 5.469 | Epoch: [11][238/553] Time 2.437 Data 0.001 Err 1.1624 top1 35.938 top5 13.281 | Epoch: [11][239/553] Time 2.456 Data 0.001 Err 1.2354 top1 30.469 top5 11.719 | Epoch: [11][240/553] Time 2.440 Data 0.001 Err 1.0935 top1 29.688 top5 10.938 | Epoch: [11][241/553] Time 2.523 Data 0.001 Err 0.8576 top1 25.781 top5 7.031 | Epoch: [11][242/553] Time 2.434 Data 0.001 Err 1.1750 top1 26.562 top5 17.969 | Epoch: [11][243/553] Time 2.466 Data 0.001 Err 1.1607 top1 25.781 top5 11.719 | Epoch: [11][244/553] Time 2.439 Data 0.001 Err 0.8389 top1 23.438 top5 9.375 | Epoch: [11][245/553] Time 2.476 Data 0.001 Err 0.9801 top1 25.000 top5 9.375 | Epoch: [11][246/553] Time 2.489 Data 0.001 Err 1.1197 top1 30.469 top5 8.594 | Epoch: [11][247/553] Time 2.444 Data 0.001 Err 0.7748 top1 21.094 top5 9.375 | Epoch: [11][248/553] Time 2.503 Data 0.001 Err 1.1141 top1 27.344 top5 10.156 | Epoch: [11][249/553] Time 2.438 Data 0.001 Err 1.4471 top1 37.500 top5 13.281 | Epoch: [11][250/553] Time 2.511 Data 0.000 Err 1.0157 top1 26.562 top5 12.500 | Epoch: [11][251/553] Time 2.461 Data 0.001 Err 1.1330 top1 31.250 top5 13.281 | Epoch: [11][252/553] Time 2.439 Data 0.001 Err 1.3251 top1 36.719 top5 10.938 | Epoch: [11][253/553] Time 2.488 Data 0.001 Err 1.1008 top1 32.031 top5 10.156 | Epoch: [11][254/553] Time 2.449 Data 0.000 Err 0.9557 top1 21.094 top5 7.812 | Epoch: [11][255/553] Time 2.445 Data 0.001 Err 1.0463 top1 28.125 top5 6.250 | Epoch: [11][256/553] Time 2.455 Data 0.001 Err 0.8023 top1 18.750 top5 6.250 | Epoch: [11][257/553] Time 2.480 Data 0.001 Err 0.9999 top1 26.562 top5 5.469 | Epoch: [11][258/553] Time 2.456 Data 0.001 Err 1.0514 top1 28.906 top5 10.156 | Epoch: [11][259/553] Time 2.460 Data 0.001 Err 0.9619 top1 22.656 top5 10.938 | Epoch: [11][260/553] Time 2.453 Data 0.001 Err 0.9877 top1 28.125 top5 7.812 | Epoch: [11][261/553] Time 2.445 Data 0.001 Err 0.8330 top1 24.219 top5 10.156 | Epoch: [11][262/553] Time 2.441 Data 0.001 Err 0.8954 top1 21.094 top5 9.375 | Epoch: [11][263/553] Time 2.481 Data 0.000 Err 0.9204 top1 24.219 top5 7.031 | Epoch: [11][264/553] Time 2.445 Data 0.001 Err 0.9984 top1 24.219 top5 10.156 | Epoch: [11][265/553] Time 2.464 Data 0.000 Err 0.9736 top1 25.000 top5 5.469 | Epoch: [11][266/553] Time 2.453 Data 0.001 Err 1.0074 top1 28.906 top5 5.469 | Epoch: [11][267/553] Time 2.439 Data 0.001 Err 1.0801 top1 28.125 top5 10.156 | Epoch: [11][268/553] Time 2.447 Data 0.001 Err 1.1628 top1 28.906 top5 12.500 | Epoch: [11][269/553] Time 2.438 Data 0.001 Err 1.0685 top1 29.688 top5 11.719 | Epoch: [11][270/553] Time 2.446 Data 0.001 Err 1.2543 top1 35.156 top5 11.719 | Epoch: [11][271/553] Time 2.450 Data 0.000 Err 1.0004 top1 26.562 top5 10.156 | Epoch: [11][272/553] Time 2.444 Data 0.001 Err 0.9249 top1 21.875 top5 9.375 | Epoch: [11][273/553] Time 2.445 Data 0.001 Err 0.9040 top1 27.344 top5 3.906 | Epoch: [11][274/553] Time 2.443 Data 0.001 Err 0.9434 top1 24.219 top5 7.031 | Epoch: [11][275/553] Time 2.471 Data 0.001 Err 0.9858 top1 26.562 top5 7.031 | Epoch: [11][276/553] Time 2.439 Data 0.001 Err 0.9469 top1 26.562 top5 6.250 | Epoch: [11][277/553] Time 2.442 Data 0.001 Err 1.1639 top1 25.000 top5 10.938 | Epoch: [11][278/553] Time 2.450 Data 0.001 Err 0.8437 top1 22.656 top5 8.594 | Epoch: [11][279/553] Time 2.470 Data 0.000 Err 1.0790 top1 30.469 top5 8.594 | Epoch: [11][280/553] Time 2.477 Data 0.001 Err 1.0650 top1 32.812 top5 10.938 | Epoch: [11][281/553] Time 2.451 Data 0.001 Err 0.9818 top1 24.219 top5 7.031 | Epoch: [11][282/553] Time 2.450 Data 0.000 Err 0.9894 top1 25.000 top5 7.812 | Epoch: [11][283/553] Time 2.487 Data 0.001 Err 1.0037 top1 28.906 top5 7.812 | Epoch: [11][284/553] Time 2.500 Data 0.001 Err 1.0793 top1 32.031 top5 8.594 | Epoch: [11][285/553] Time 2.508 Data 0.001 Err 1.1260 top1 32.031 top5 13.281 | Epoch: [11][286/553] Time 2.469 Data 0.001 Err 0.8763 top1 23.438 top5 8.594 | Epoch: [11][287/553] Time 2.462 Data 0.001 Err 0.9714 top1 23.438 top5 9.375 | Epoch: [11][288/553] Time 2.481 Data 0.001 Err 1.0168 top1 27.344 top5 11.719 | Epoch: [11][289/553] Time 2.445 Data 0.001 Err 1.0226 top1 30.469 top5 10.156 | Epoch: [11][290/553] Time 2.447 Data 0.001 Err 0.9660 top1 30.469 top5 7.812 | Epoch: [11][291/553] Time 2.472 Data 0.001 Err 0.8419 top1 27.344 top5 7.031 | Epoch: [11][292/553] Time 2.486 Data 0.001 Err 1.1366 top1 29.688 top5 11.719 | Epoch: [11][293/553] Time 2.481 Data 0.001 Err 0.8536 top1 25.000 top5 9.375 | Epoch: [11][294/553] Time 2.449 Data 0.001 Err 0.9293 top1 26.562 top5 5.469 | Epoch: [11][295/553] Time 2.493 Data 0.001 Err 0.9563 top1 25.781 top5 9.375 | Epoch: [11][296/553] Time 2.493 Data 0.001 Err 0.7891 top1 18.750 top5 6.250 | Epoch: [11][297/553] Time 2.440 Data 0.001 Err 0.9229 top1 25.000 top5 5.469 | Epoch: [11][298/553] Time 2.456 Data 0.001 Err 1.4913 top1 38.281 top5 17.969 | Epoch: [11][299/553] Time 2.477 Data 0.001 Err 0.9971 top1 25.000 top5 7.812 | Epoch: [11][300/553] Time 2.437 Data 0.001 Err 0.9380 top1 21.875 top5 10.938 | Epoch: [11][301/553] Time 2.458 Data 0.000 Err 0.9147 top1 26.562 top5 8.594 | Epoch: [11][302/553] Time 2.451 Data 0.001 Err 1.1803 top1 31.250 top5 10.156 | Epoch: [11][303/553] Time 2.440 Data 0.001 Err 1.0053 top1 24.219 top5 8.594 | Epoch: [11][304/553] Time 2.512 Data 0.001 Err 1.1780 top1 29.688 top5 10.938 | Epoch: [11][305/553] Time 2.457 Data 0.001 Err 0.8104 top1 22.656 top5 6.250 | Epoch: [11][306/553] Time 2.452 Data 0.001 Err 1.0765 top1 28.906 top5 7.812 | Epoch: [11][307/553] Time 2.494 Data 0.001 Err 1.0780 top1 27.344 top5 10.938 | Epoch: [11][308/553] Time 2.450 Data 0.000 Err 1.1536 top1 31.250 top5 12.500 | Epoch: [11][309/553] Time 2.443 Data 0.001 Err 0.8623 top1 23.438 top5 6.250 | Epoch: [11][310/553] Time 2.461 Data 0.000 Err 0.9879 top1 25.781 top5 6.250 | Epoch: [11][311/553] Time 2.473 Data 0.001 Err 1.0443 top1 28.125 top5 8.594 | Epoch: [11][312/553] Time 2.450 Data 0.001 Err 1.0616 top1 30.469 top5 8.594 | Epoch: [11][313/553] Time 2.447 Data 0.001 Err 1.1483 top1 30.469 top5 13.281 | Epoch: [11][314/553] Time 2.501 Data 0.001 Err 0.9166 top1 21.875 top5 5.469 | Epoch: [11][315/553] Time 2.441 Data 0.001 Err 1.1799 top1 30.469 top5 14.844 | Epoch: [11][316/553] Time 2.464 Data 0.001 Err 1.0547 top1 25.000 top5 9.375 | Epoch: [11][317/553] Time 2.440 Data 0.001 Err 1.3397 top1 35.156 top5 14.062 | Epoch: [11][318/553] Time 2.441 Data 0.000 Err 0.8072 top1 20.312 top5 7.031 | Epoch: [11][319/553] Time 2.459 Data 0.001 Err 1.3720 top1 31.250 top5 14.844 | Epoch: [11][320/553] Time 2.438 Data 0.001 Err 0.9905 top1 25.000 top5 9.375 | Epoch: [11][321/553] Time 2.442 Data 0.001 Err 1.0943 top1 25.000 top5 7.031 | Epoch: [11][322/553] Time 2.468 Data 0.001 Err 1.0184 top1 22.656 top5 12.500 | Epoch: [11][323/553] Time 2.443 Data 0.001 Err 1.3660 top1 34.375 top5 16.406 | Epoch: [11][324/553] Time 2.463 Data 0.001 Err 1.2542 top1 29.688 top5 12.500 | Epoch: [11][325/553] Time 2.435 Data 0.001 Err 1.1778 top1 28.125 top5 12.500 | Epoch: [11][326/553] Time 2.442 Data 0.001 Err 1.0315 top1 28.906 top5 8.594 | Epoch: [11][327/553] Time 2.440 Data 0.001 Err 0.8710 top1 25.000 top5 8.594 | Epoch: [11][328/553] Time 2.461 Data 0.001 Err 1.0770 top1 28.906 top5 11.719 | Epoch: [11][329/553] Time 2.440 Data 0.001 Err 0.8940 top1 22.656 top5 7.812 | Epoch: [11][330/553] Time 2.476 Data 0.001 Err 0.9886 top1 27.344 top5 10.156 | Epoch: [11][331/553] Time 2.436 Data 0.001 Err 1.0695 top1 28.906 top5 12.500 | Epoch: [11][332/553] Time 2.438 Data 0.001 Err 0.9842 top1 25.000 top5 9.375 | Epoch: [11][333/553] Time 2.445 Data 0.001 Err 1.2505 top1 32.031 top5 11.719 | Epoch: [11][334/553] Time 2.445 Data 0.001 Err 0.8653 top1 22.656 top5 10.156 | Epoch: [11][335/553] Time 2.438 Data 0.001 Err 1.1575 top1 28.906 top5 10.938 | Epoch: [11][336/553] Time 2.445 Data 0.001 Err 1.0754 top1 28.125 top5 10.156 | Epoch: [11][337/553] Time 2.441 Data 0.001 Err 1.1563 top1 30.469 top5 10.156 | Epoch: [11][338/553] Time 2.442 Data 0.001 Err 0.9884 top1 25.781 top5 10.938 | Epoch: [11][339/553] Time 2.449 Data 0.001 Err 1.3093 top1 32.031 top5 13.281 | Epoch: [11][340/553] Time 2.509 Data 0.001 Err 1.1903 top1 29.688 top5 13.281 | Epoch: [11][341/553] Time 2.444 Data 0.001 Err 1.1757 top1 32.031 top5 9.375 | Epoch: [11][342/553] Time 2.444 Data 0.001 Err 1.0060 top1 28.125 top5 7.031 | Epoch: [11][343/553] Time 2.473 Data 0.001 Err 0.9658 top1 23.438 top5 8.594 | Epoch: [11][344/553] Time 2.443 Data 0.001 Err 1.1702 top1 32.031 top5 11.719 | Epoch: [11][345/553] Time 2.473 Data 0.001 Err 1.0042 top1 28.125 top5 10.156 | Epoch: [11][346/553] Time 2.452 Data 0.001 Err 0.6826 top1 17.969 top5 4.688 | Epoch: [11][347/553] Time 2.459 Data 0.001 Err 1.1852 top1 30.469 top5 10.938 | Epoch: [11][348/553] Time 2.468 Data 0.001 Err 0.9386 top1 29.688 top5 7.812 | Epoch: [11][349/553] Time 2.436 Data 0.001 Err 1.1994 top1 29.688 top5 11.719 | Epoch: [11][350/553] Time 2.447 Data 0.001 Err 0.8925 top1 25.000 top5 7.031 | Epoch: [11][351/553] Time 2.480 Data 0.001 Err 1.1638 top1 28.906 top5 11.719 | Epoch: [11][352/553] Time 2.445 Data 0.001 Err 1.0279 top1 25.781 top5 9.375 | Epoch: [11][353/553] Time 2.449 Data 0.001 Err 1.2076 top1 32.812 top5 12.500 | Epoch: [11][354/553] Time 2.443 Data 0.001 Err 0.8652 top1 25.781 top5 3.125 | Epoch: [11][355/553] Time 2.434 Data 0.001 Err 1.0239 top1 26.562 top5 7.031 | Epoch: [11][356/553] Time 2.476 Data 0.001 Err 0.9767 top1 24.219 top5 10.156 | Epoch: [11][357/553] Time 2.472 Data 0.001 Err 0.7519 top1 21.094 top5 4.688 | Epoch: [11][358/553] Time 2.445 Data 0.000 Err 0.9962 top1 27.344 top5 10.156 | Epoch: [11][359/553] Time 2.509 Data 0.001 Err 0.7967 top1 18.750 top5 7.812 | Epoch: [11][360/553] Time 2.445 Data 0.001 Err 1.0353 top1 32.031 top5 5.469 | Epoch: [11][361/553] Time 2.444 Data 0.001 Err 1.1472 top1 28.125 top5 11.719 | Epoch: [11][362/553] Time 2.438 Data 0.001 Err 1.1033 top1 30.469 top5 12.500 | Epoch: [11][363/553] Time 2.509 Data 0.001 Err 1.0979 top1 29.688 top5 13.281 | Epoch: [11][364/553] Time 2.480 Data 0.001 Err 0.7876 top1 25.000 top5 4.688 | Epoch: [11][365/553] Time 2.437 Data 0.001 Err 1.3398 top1 39.844 top5 14.844 | Epoch: [11][366/553] Time 2.479 Data 0.001 Err 0.8357 top1 19.531 top5 10.156 | Epoch: [11][367/553] Time 2.437 Data 0.001 Err 1.0760 top1 28.906 top5 12.500 | Epoch: [11][368/553] Time 2.438 Data 0.001 Err 0.9825 top1 26.562 top5 11.719 | Epoch: [11][369/553] Time 2.441 Data 0.001 Err 1.1745 top1 29.688 top5 14.062 | Epoch: [11][370/553] Time 2.439 Data 0.001 Err 0.9138 top1 26.562 top5 6.250 | Epoch: [11][371/553] Time 2.442 Data 0.001 Err 1.0219 top1 24.219 top5 9.375 | Epoch: [11][372/553] Time 2.445 Data 0.001 Err 1.0983 top1 28.125 top5 10.938 | Epoch: [11][373/553] Time 2.435 Data 0.001 Err 0.8549 top1 22.656 top5 10.938 | Epoch: [11][374/553] Time 2.436 Data 0.001 Err 1.1057 top1 28.906 top5 10.156 | Epoch: [11][375/553] Time 2.490 Data 0.001 Err 0.9301 top1 25.781 top5 7.812 | Epoch: [11][376/553] Time 2.435 Data 0.001 Err 1.0750 top1 28.125 top5 10.938 | Epoch: [11][377/553] Time 2.450 Data 0.001 Err 1.0202 top1 28.906 top5 9.375 | Epoch: [11][378/553] Time 2.480 Data 0.001 Err 0.8746 top1 18.750 top5 6.250 | Epoch: [11][379/553] Time 2.438 Data 0.001 Err 1.0993 top1 24.219 top5 10.156 | Epoch: [11][380/553] Time 2.469 Data 0.001 Err 0.9598 top1 21.875 top5 10.938 | Epoch: [11][381/553] Time 2.446 Data 0.001 Err 0.8978 top1 22.656 top5 7.031 | Epoch: [11][382/553] Time 2.433 Data 0.001 Err 1.0402 top1 26.562 top5 9.375 | Epoch: [11][383/553] Time 2.471 Data 0.001 Err 1.1219 top1 29.688 top5 10.156 | Epoch: [11][384/553] Time 2.465 Data 0.001 Err 1.0923 top1 31.250 top5 9.375 | Epoch: [11][385/553] Time 2.444 Data 0.000 Err 1.1357 top1 28.906 top5 9.375 | Epoch: [11][386/553] Time 2.482 Data 0.001 Err 1.0725 top1 24.219 top5 13.281 | Epoch: [11][387/553] Time 2.433 Data 0.001 Err 0.9946 top1 25.781 top5 8.594 | Epoch: [11][388/553] Time 2.468 Data 0.001 Err 0.8755 top1 20.312 top5 6.250 | Epoch: [11][389/553] Time 2.445 Data 0.001 Err 1.0771 top1 26.562 top5 13.281 | Epoch: [11][390/553] Time 2.444 Data 0.001 Err 0.9536 top1 24.219 top5 11.719 | Epoch: [11][391/553] Time 2.441 Data 0.001 Err 1.0650 top1 28.125 top5 10.938 | Epoch: [11][392/553] Time 2.480 Data 0.001 Err 1.0936 top1 29.688 top5 14.844 | Epoch: [11][393/553] Time 2.509 Data 0.001 Err 1.0117 top1 25.000 top5 8.594 | Epoch: [11][394/553] Time 2.437 Data 0.001 Err 1.1365 top1 29.688 top5 10.938 | Epoch: [11][395/553] Time 2.441 Data 0.001 Err 0.9924 top1 27.344 top5 7.031 | Epoch: [11][396/553] Time 2.469 Data 0.001 Err 0.8675 top1 21.875 top5 8.594 | Epoch: [11][397/553] Time 2.509 Data 0.001 Err 0.7687 top1 17.188 top5 7.812 | Epoch: [11][398/553] Time 2.441 Data 0.001 Err 1.1357 top1 27.344 top5 11.719 | Epoch: [11][399/553] Time 2.439 Data 0.001 Err 1.1446 top1 32.031 top5 8.594 | Epoch: [11][400/553] Time 2.481 Data 0.001 Err 1.1925 top1 28.125 top5 12.500 | Epoch: [11][401/553] Time 2.472 Data 0.001 Err 1.3206 top1 32.812 top5 16.406 | Epoch: [11][402/553] Time 2.455 Data 0.001 Err 0.9733 top1 22.656 top5 8.594 | Epoch: [11][403/553] Time 2.482 Data 0.001 Err 1.0168 top1 25.781 top5 8.594 | Epoch: [11][404/553] Time 2.462 Data 0.000 Err 1.2123 top1 29.688 top5 9.375 | Epoch: [11][405/553] Time 2.450 Data 0.001 Err 1.1285 top1 32.031 top5 7.031 | Epoch: [11][406/553] Time 2.488 Data 0.001 Err 1.1197 top1 27.344 top5 7.812 | Epoch: [11][407/553] Time 2.476 Data 0.001 Err 1.1747 top1 30.469 top5 11.719 | Epoch: [11][408/553] Time 2.437 Data 0.001 Err 1.1855 top1 33.594 top5 9.375 | Epoch: [11][409/553] Time 2.435 Data 0.001 Err 0.9759 top1 26.562 top5 9.375 | Epoch: [11][410/553] Time 2.438 Data 0.001 Err 1.2660 top1 32.031 top5 11.719 | Epoch: [11][411/553] Time 2.441 Data 0.001 Err 0.9121 top1 22.656 top5 6.250 | Epoch: [11][412/553] Time 2.441 Data 0.001 Err 1.0845 top1 27.344 top5 8.594 | Epoch: [11][413/553] Time 2.460 Data 0.001 Err 1.1011 top1 26.562 top5 10.938 | Epoch: [11][414/553] Time 2.470 Data 0.001 Err 1.1904 top1 27.344 top5 14.844 | Epoch: [11][415/553] Time 2.515 Data 0.001 Err 0.9393 top1 28.125 top5 9.375 | Epoch: [11][416/553] Time 2.448 Data 0.001 Err 0.7319 top1 23.438 top5 3.906 | Epoch: [11][417/553] Time 2.464 Data 0.001 Err 1.1183 top1 26.562 top5 10.938 | Epoch: [11][418/553] Time 2.441 Data 0.001 Err 1.2191 top1 28.906 top5 10.156 | Epoch: [11][419/553] Time 2.483 Data 0.001 Err 1.0861 top1 26.562 top5 10.156 | Epoch: [11][420/553] Time 2.463 Data 0.001 Err 0.9784 top1 25.781 top5 7.812 | Epoch: [11][421/553] Time 2.461 Data 0.001 Err 1.1787 top1 32.031 top5 10.156 | Epoch: [11][422/553] Time 2.445 Data 0.001 Err 1.0294 top1 23.438 top5 10.938 | Epoch: [11][423/553] Time 2.454 Data 0.001 Err 0.9934 top1 25.781 top5 7.031 | Epoch: [11][424/553] Time 2.441 Data 0.001 Err 1.1553 top1 27.344 top5 12.500 | Epoch: [11][425/553] Time 2.477 Data 0.001 Err 1.1058 top1 28.906 top5 11.719 | Epoch: [11][426/553] Time 2.439 Data 0.001 Err 1.1888 top1 28.125 top5 10.938 | Epoch: [11][427/553] Time 2.440 Data 0.001 Err 0.9855 top1 28.125 top5 7.812 | Epoch: [11][428/553] Time 2.449 Data 0.001 Err 0.9929 top1 22.656 top5 10.938 | Epoch: [11][429/553] Time 2.469 Data 0.001 Err 0.9994 top1 25.000 top5 14.062 | Epoch: [11][430/553] Time 2.441 Data 0.001 Err 0.9993 top1 27.344 top5 7.812 | Epoch: [11][431/553] Time 2.462 Data 0.001 Err 1.1675 top1 30.469 top5 11.719 | Epoch: [11][432/553] Time 2.460 Data 0.001 Err 0.9555 top1 26.562 top5 6.250 | Epoch: [11][433/553] Time 2.462 Data 0.001 Err 1.2486 top1 31.250 top5 14.844 | Epoch: [11][434/553] Time 2.440 Data 0.001 Err 1.2174 top1 32.812 top5 11.719 | Epoch: [11][435/553] Time 2.476 Data 0.001 Err 1.0208 top1 25.781 top5 10.156 | Epoch: [11][436/553] Time 2.465 Data 0.001 Err 1.0022 top1 29.688 top5 8.594 | Epoch: [11][437/553] Time 2.512 Data 0.001 Err 0.9224 top1 23.438 top5 6.250 | Epoch: [11][438/553] Time 2.437 Data 0.001 Err 0.9897 top1 27.344 top5 8.594 | Epoch: [11][439/553] Time 2.470 Data 0.001 Err 1.0649 top1 28.125 top5 12.500 | Epoch: [11][440/553] Time 2.504 Data 0.001 Err 1.1232 top1 27.344 top5 10.938 | Epoch: [11][441/553] Time 2.473 Data 0.001 Err 0.9849 top1 29.688 top5 9.375 | Epoch: [11][442/553] Time 2.440 Data 0.001 Err 1.0575 top1 30.469 top5 7.812 | Epoch: [11][443/553] Time 2.439 Data 0.001 Err 1.0221 top1 26.562 top5 8.594 | Epoch: [11][444/553] Time 2.464 Data 0.001 Err 1.1340 top1 28.906 top5 7.031 | Epoch: [11][445/553] Time 2.492 Data 0.001 Err 0.9690 top1 25.781 top5 11.719 | Epoch: [11][446/553] Time 2.458 Data 0.001 Err 0.9924 top1 21.094 top5 7.031 | Epoch: [11][447/553] Time 2.445 Data 0.001 Err 1.0971 top1 26.562 top5 11.719 | Epoch: [11][448/553] Time 2.466 Data 0.001 Err 1.0406 top1 25.781 top5 13.281 | Epoch: [11][449/553] Time 2.481 Data 0.001 Err 1.3277 top1 33.594 top5 14.062 | Epoch: [11][450/553] Time 2.466 Data 0.001 Err 1.1609 top1 31.250 top5 10.156 | Epoch: [11][451/553] Time 2.434 Data 0.001 Err 1.0894 top1 29.688 top5 9.375 | Epoch: [11][452/553] Time 2.458 Data 0.001 Err 1.2060 top1 32.031 top5 11.719 | Epoch: [11][453/553] Time 2.445 Data 0.000 Err 0.9682 top1 25.000 top5 9.375 | Epoch: [11][454/553] Time 2.444 Data 0.001 Err 0.7085 top1 18.750 top5 5.469 | Epoch: [11][455/553] Time 2.451 Data 0.001 Err 1.0587 top1 28.906 top5 10.938 | Epoch: [11][456/553] Time 2.437 Data 0.001 Err 0.9832 top1 28.906 top5 6.250 | Epoch: [11][457/553] Time 2.439 Data 0.001 Err 1.1746 top1 32.812 top5 10.156 | Epoch: [11][458/553] Time 2.440 Data 0.001 Err 1.0778 top1 30.469 top5 7.031 | Epoch: [11][459/553] Time 2.436 Data 0.001 Err 1.0162 top1 31.250 top5 10.156 | Epoch: [11][460/553] Time 2.440 Data 0.001 Err 0.8448 top1 21.875 top5 7.812 | Epoch: [11][461/553] Time 2.453 Data 0.001 Err 1.0849 top1 29.688 top5 11.719 | Epoch: [11][462/553] Time 2.437 Data 0.001 Err 0.9861 top1 24.219 top5 7.812 | Epoch: [11][463/553] Time 2.442 Data 0.001 Err 1.0148 top1 25.781 top5 9.375 | Epoch: [11][464/553] Time 2.439 Data 0.001 Err 1.1016 top1 29.688 top5 6.250 | Epoch: [11][465/553] Time 2.486 Data 0.001 Err 1.1372 top1 31.250 top5 10.938 | Epoch: [11][466/553] Time 2.474 Data 0.001 Err 1.1257 top1 27.344 top5 13.281 | Epoch: [11][467/553] Time 2.443 Data 0.001 Err 0.9177 top1 28.906 top5 5.469 | Epoch: [11][468/553] Time 2.440 Data 0.001 Err 0.8874 top1 25.781 top5 4.688 | Epoch: [11][469/553] Time 2.443 Data 0.001 Err 0.9871 top1 26.562 top5 10.156 | Epoch: [11][470/553] Time 2.444 Data 0.001 Err 1.2164 top1 29.688 top5 11.719 | Epoch: [11][471/553] Time 2.472 Data 0.001 Err 0.8983 top1 27.344 top5 3.906 | Epoch: [11][472/553] Time 2.435 Data 0.001 Err 1.0492 top1 31.250 top5 7.812 | Epoch: [11][473/553] Time 2.441 Data 0.001 Err 0.7598 top1 21.875 top5 7.031 | Epoch: [11][474/553] Time 2.437 Data 0.001 Err 0.8783 top1 25.000 top5 7.812 | Epoch: [11][475/553] Time 2.447 Data 0.001 Err 1.3059 top1 30.469 top5 13.281 | Epoch: [11][476/553] Time 2.469 Data 0.001 Err 1.2520 top1 32.812 top5 11.719 | Epoch: [11][477/553] Time 2.499 Data 0.001 Err 1.1034 top1 27.344 top5 10.938 | Epoch: [11][478/553] Time 2.441 Data 0.001 Err 0.8671 top1 26.562 top5 5.469 | Epoch: [11][479/553] Time 2.445 Data 0.001 Err 1.1989 top1 30.469 top5 11.719 | Epoch: [11][480/553] Time 2.466 Data 0.001 Err 0.7415 top1 21.875 top5 3.906 | Epoch: [11][481/553] Time 2.476 Data 0.001 Err 1.4443 top1 37.500 top5 15.625 | Epoch: [11][482/553] Time 2.454 Data 0.001 Err 1.1164 top1 33.594 top5 7.812 | Epoch: [11][483/553] Time 2.487 Data 0.001 Err 0.9516 top1 25.000 top5 7.031 | Epoch: [11][484/553] Time 2.469 Data 0.001 Err 1.0780 top1 27.344 top5 9.375 | Epoch: [11][485/553] Time 2.441 Data 0.001 Err 0.8535 top1 27.344 top5 6.250 | Epoch: [11][486/553] Time 2.448 Data 0.001 Err 1.0806 top1 31.250 top5 7.031 | Epoch: [11][487/553] Time 2.439 Data 0.001 Err 1.1444 top1 32.031 top5 9.375 | Epoch: [11][488/553] Time 2.471 Data 0.001 Err 1.2311 top1 34.375 top5 13.281 | Epoch: [11][489/553] Time 2.452 Data 0.001 Err 1.0783 top1 28.125 top5 10.156 | Epoch: [11][490/553] Time 2.460 Data 0.001 Err 0.9461 top1 28.906 top5 6.250 | Epoch: [11][491/553] Time 2.444 Data 0.001 Err 1.0056 top1 26.562 top5 10.156 | Epoch: [11][492/553] Time 2.468 Data 0.001 Err 0.8217 top1 19.531 top5 6.250 | Epoch: [11][493/553] Time 2.437 Data 0.001 Err 0.9688 top1 21.094 top5 11.719 | Epoch: [11][494/553] Time 2.448 Data 0.001 Err 0.9321 top1 25.781 top5 6.250 | Epoch: [11][495/553] Time 2.447 Data 0.001 Err 1.1292 top1 26.562 top5 14.844 | Epoch: [11][496/553] Time 2.442 Data 0.001 Err 1.1243 top1 28.906 top5 11.719 | Epoch: [11][497/553] Time 2.474 Data 0.001 Err 0.9771 top1 27.344 top5 7.812 | Epoch: [11][498/553] Time 2.449 Data 0.001 Err 1.0642 top1 31.250 top5 7.812 | Epoch: [11][499/553] Time 2.461 Data 0.000 Err 0.8306 top1 19.531 top5 3.125 | Epoch: [11][500/553] Time 2.488 Data 0.001 Err 1.2126 top1 30.469 top5 10.156 | Epoch: [11][501/553] Time 2.472 Data 0.000 Err 0.9591 top1 25.000 top5 8.594 | Epoch: [11][502/553] Time 2.445 Data 0.001 Err 0.9833 top1 24.219 top5 10.156 | Epoch: [11][503/553] Time 2.441 Data 0.001 Err 1.0260 top1 25.000 top5 10.938 | Epoch: [11][504/553] Time 2.467 Data 0.001 Err 0.9003 top1 23.438 top5 10.156 | Epoch: [11][505/553] Time 2.441 Data 0.001 Err 0.9618 top1 21.875 top5 7.031 | Epoch: [11][506/553] Time 2.445 Data 0.001 Err 1.1319 top1 32.031 top5 13.281 | Epoch: [11][507/553] Time 2.440 Data 0.000 Err 1.0026 top1 27.344 top5 7.031 | Epoch: [11][508/553] Time 2.465 Data 0.001 Err 1.1836 top1 29.688 top5 10.938 | Epoch: [11][509/553] Time 2.439 Data 0.001 Err 0.8570 top1 23.438 top5 7.812 | Epoch: [11][510/553] Time 2.451 Data 0.000 Err 0.8417 top1 21.094 top5 3.906 | Epoch: [11][511/553] Time 2.438 Data 0.001 Err 1.1449 top1 28.906 top5 7.812 | Epoch: [11][512/553] Time 2.472 Data 0.001 Err 1.0073 top1 27.344 top5 7.812 | Epoch: [11][513/553] Time 2.447 Data 0.001 Err 0.9720 top1 26.562 top5 8.594 | Epoch: [11][514/553] Time 2.451 Data 0.001 Err 1.1402 top1 32.031 top5 13.281 | Epoch: [11][515/553] Time 2.469 Data 0.001 Err 1.0367 top1 26.562 top5 9.375 | Epoch: [11][516/553] Time 2.464 Data 0.001 Err 0.8496 top1 26.562 top5 8.594 | Epoch: [11][517/553] Time 2.496 Data 0.001 Err 0.9369 top1 27.344 top5 7.812 | Epoch: [11][518/553] Time 2.455 Data 0.000 Err 0.9489 top1 30.469 top5 3.906 | Epoch: [11][519/553] Time 2.434 Data 0.000 Err 0.9876 top1 22.656 top5 8.594 | Epoch: [11][520/553] Time 2.446 Data 0.001 Err 1.0212 top1 25.781 top5 8.594 | Epoch: [11][521/553] Time 2.445 Data 0.001 Err 1.1160 top1 30.469 top5 10.156 | Epoch: [11][522/553] Time 2.443 Data 0.001 Err 0.9527 top1 22.656 top5 7.812 | Epoch: [11][523/553] Time 2.442 Data 0.001 Err 1.0592 top1 25.000 top5 10.156 | Epoch: [11][524/553] Time 2.471 Data 0.001 Err 1.2119 top1 32.812 top5 14.062 | Epoch: [11][525/553] Time 2.445 Data 0.001 Err 1.0094 top1 25.000 top5 8.594 | Epoch: [11][526/553] Time 2.448 Data 0.001 Err 0.9022 top1 29.688 top5 6.250 | Epoch: [11][527/553] Time 2.440 Data 0.001 Err 1.0061 top1 23.438 top5 10.938 | Epoch: [11][528/553] Time 2.473 Data 0.001 Err 1.0359 top1 30.469 top5 8.594 | Epoch: [11][529/553] Time 2.443 Data 0.000 Err 0.8257 top1 22.656 top5 7.031 | Epoch: [11][530/553] Time 2.452 Data 0.001 Err 1.1537 top1 26.562 top5 11.719 | Epoch: [11][531/553] Time 2.479 Data 0.001 Err 0.8937 top1 26.562 top5 9.375 | Epoch: [11][532/553] Time 2.461 Data 0.001 Err 0.9609 top1 23.438 top5 9.375 | Epoch: [11][533/553] Time 2.442 Data 0.001 Err 1.1750 top1 29.688 top5 9.375 | Epoch: [11][534/553] Time 2.471 Data 0.001 Err 1.2102 top1 28.906 top5 11.719 | Epoch: [11][535/553] Time 2.461 Data 0.001 Err 1.3796 top1 35.156 top5 14.062 | Epoch: [11][536/553] Time 2.464 Data 0.001 Err 1.1645 top1 28.906 top5 11.719 | Epoch: [11][537/553] Time 2.436 Data 0.001 Err 1.2479 top1 28.906 top5 12.500 | Epoch: [11][538/553] Time 2.442 Data 0.001 Err 1.0058 top1 32.031 top5 6.250 | Epoch: [11][539/553] Time 2.481 Data 0.000 Err 1.2775 top1 32.031 top5 12.500 | Epoch: [11][540/553] Time 2.463 Data 0.001 Err 1.1245 top1 26.562 top5 13.281 | Epoch: [11][541/553] Time 2.480 Data 0.001 Err 0.8745 top1 24.219 top5 7.031 | Epoch: [11][542/553] Time 2.443 Data 0.001 Err 1.0334 top1 26.562 top5 11.719 | Epoch: [11][543/553] Time 2.478 Data 0.000 Err 1.1895 top1 26.562 top5 14.062 | Epoch: [11][544/553] Time 2.457 Data 0.000 Err 1.0524 top1 25.781 top5 10.938 | Epoch: [11][545/553] Time 2.441 Data 0.000 Err 1.2173 top1 29.688 top5 9.375 | Epoch: [11][546/553] Time 2.439 Data 0.000 Err 1.2106 top1 31.250 top5 13.281 | Epoch: [11][547/553] Time 2.434 Data 0.000 Err 0.8589 top1 25.781 top5 4.688 | Epoch: [11][548/553] Time 2.437 Data 0.000 Err 1.0547 top1 29.688 top5 11.719 | Epoch: [11][549/553] Time 2.444 Data 0.000 Err 0.8378 top1 22.656 top5 7.812 | Epoch: [11][550/553] Time 2.440 Data 0.000 Err 1.1454 top1 29.688 top5 13.281 | Epoch: [11][551/553] Time 2.448 Data 0.000 Err 1.2607 top1 31.250 top5 12.500 | Epoch: [11][552/553] Time 2.444 Data 0.001 Err 0.9082 top1 22.656 top5 7.812 | Epoch: [11][553/553] Time 1.028 Data 0.000 Err 0.8690 top1 18.182 top5 13.636 | Test: [11][1/198] Time 2.190 Data 1.468 top1 36.719 ( 36.719) top5 10.938 ( 10.938) | Test: [11][2/198] Time 0.713 Data 0.001 top1 35.156 ( 35.938) top5 10.938 ( 10.938) | Test: [11][3/198] Time 0.714 Data 0.000 top1 37.500 ( 36.458) top5 9.375 ( 10.417) | Test: [11][4/198] Time 0.717 Data 0.001 top1 28.906 ( 34.570) top5 11.719 ( 10.742) | Test: [11][5/198] Time 0.714 Data 0.001 top1 39.062 ( 35.469) top5 10.938 ( 10.781) | Test: [11][6/198] Time 0.728 Data 0.001 top1 35.156 ( 35.417) top5 7.812 ( 10.286) | Test: [11][7/198] Time 0.720 Data 0.001 top1 41.406 ( 36.272) top5 16.406 ( 11.161) | Test: [11][8/198] Time 0.720 Data 0.001 top1 38.281 ( 36.523) top5 16.406 ( 11.816) | Test: [11][9/198] Time 0.724 Data 0.001 top1 36.719 ( 36.545) top5 14.062 ( 12.066) | Test: [11][10/198] Time 0.715 Data 0.001 top1 39.062 ( 36.797) top5 11.719 ( 12.031) | Test: [11][11/198] Time 0.720 Data 0.001 top1 39.062 ( 37.003) top5 14.062 ( 12.216) | Test: [11][12/198] Time 0.716 Data 0.001 top1 35.938 ( 36.914) top5 10.938 ( 12.109) | Test: [11][13/198] Time 0.728 Data 0.001 top1 33.594 ( 36.659) top5 10.156 ( 11.959) | Test: [11][14/198] Time 0.721 Data 0.001 top1 39.062 ( 36.830) top5 10.938 ( 11.886) | Test: [11][15/198] Time 0.732 Data 0.001 top1 46.875 ( 37.500) top5 21.094 ( 12.500) | Test: [11][16/198] Time 0.726 Data 0.001 top1 42.188 ( 37.793) top5 12.500 ( 12.500) | Test: [11][17/198] Time 0.730 Data 0.001 top1 37.500 ( 37.776) top5 16.406 ( 12.730) | Test: [11][18/198] Time 0.720 Data 0.001 top1 39.062 ( 37.847) top5 13.281 ( 12.760) | Test: [11][19/198] Time 0.718 Data 0.001 top1 38.281 ( 37.870) top5 17.188 ( 12.993) | Test: [11][20/198] Time 0.719 Data 0.001 top1 40.625 ( 38.008) top5 14.062 ( 13.047) | Test: [11][21/198] Time 0.720 Data 0.001 top1 35.156 ( 37.872) top5 16.406 ( 13.207) | Test: [11][22/198] Time 0.717 Data 0.001 top1 34.375 ( 37.713) top5 13.281 ( 13.210) | Test: [11][23/198] Time 0.726 Data 0.001 top1 36.719 ( 37.670) top5 10.938 ( 13.111) | Test: [11][24/198] Time 0.724 Data 0.001 top1 42.188 ( 37.858) top5 18.750 ( 13.346) | Test: [11][25/198] Time 0.724 Data 0.001 top1 33.594 ( 37.688) top5 11.719 ( 13.281) | Test: [11][26/198] Time 0.721 Data 0.001 top1 35.156 ( 37.590) top5 15.625 ( 13.371) | Test: [11][27/198] Time 0.723 Data 0.001 top1 34.375 ( 37.471) top5 10.156 ( 13.252) | Test: [11][28/198] Time 0.726 Data 0.001 top1 37.500 ( 37.472) top5 14.844 ( 13.309) | Test: [11][29/198] Time 0.723 Data 0.001 top1 33.594 ( 37.338) top5 11.719 ( 13.254) | Test: [11][30/198] Time 0.713 Data 0.001 top1 42.188 ( 37.500) top5 9.375 ( 13.125) | Test: [11][31/198] Time 0.709 Data 0.001 top1 39.844 ( 37.576) top5 16.406 ( 13.231) | Test: [11][32/198] Time 0.716 Data 0.001 top1 39.062 ( 37.622) top5 16.406 ( 13.330) | Test: [11][33/198] Time 0.717 Data 0.001 top1 35.156 ( 37.547) top5 14.062 ( 13.352) | Test: [11][34/198] Time 0.726 Data 0.001 top1 32.031 ( 37.385) top5 15.625 ( 13.419) | Test: [11][35/198] Time 0.723 Data 0.001 top1 39.844 ( 37.455) top5 17.188 ( 13.527) | Test: [11][36/198] Time 0.726 Data 0.001 top1 43.750 ( 37.630) top5 17.188 ( 13.628) | Test: [11][37/198] Time 0.719 Data 0.001 top1 36.719 ( 37.606) top5 15.625 ( 13.682) | Test: [11][38/198] Time 0.718 Data 0.002 top1 41.406 ( 37.706) top5 17.969 ( 13.795) | Test: [11][39/198] Time 0.727 Data 0.001 top1 38.281 ( 37.720) top5 10.938 ( 13.722) | Test: [11][40/198] Time 0.721 Data 0.003 top1 38.281 ( 37.734) top5 10.156 ( 13.633) | Test: [11][41/198] Time 0.731 Data 0.001 top1 37.500 ( 37.729) top5 12.500 ( 13.605) | Test: [11][42/198] Time 0.728 Data 0.001 top1 29.688 ( 37.537) top5 8.594 ( 13.486) | Test: [11][43/198] Time 0.728 Data 0.001 top1 42.969 ( 37.664) top5 14.062 ( 13.499) | Test: [11][44/198] Time 0.727 Data 0.001 top1 36.719 ( 37.642) top5 14.062 ( 13.512) | Test: [11][45/198] Time 0.723 Data 0.001 top1 35.156 ( 37.587) top5 13.281 ( 13.507) | Test: [11][46/198] Time 0.722 Data 0.001 top1 38.281 ( 37.602) top5 15.625 ( 13.553) | Test: [11][47/198] Time 0.722 Data 0.000 top1 35.156 ( 37.550) top5 11.719 ( 13.514) | Test: [11][48/198] Time 0.722 Data 0.001 top1 34.375 ( 37.484) top5 16.406 ( 13.574) | Test: [11][49/198] Time 0.720 Data 0.001 top1 41.406 ( 37.564) top5 11.719 ( 13.536) | Test: [11][50/198] Time 0.711 Data 0.001 top1 35.156 ( 37.516) top5 17.969 ( 13.625) | Test: [11][51/198] Time 0.725 Data 0.001 top1 38.281 ( 37.531) top5 17.188 ( 13.695) | Test: [11][52/198] Time 0.728 Data 0.001 top1 38.281 ( 37.545) top5 13.281 ( 13.687) | Test: [11][53/198] Time 0.730 Data 0.003 top1 34.375 ( 37.485) top5 12.500 ( 13.665) | Test: [11][54/198] Time 0.734 Data 0.001 top1 35.938 ( 37.457) top5 16.406 ( 13.715) | Test: [11][55/198] Time 0.729 Data 0.001 top1 34.375 ( 37.401) top5 13.281 ( 13.707) | Test: [11][56/198] Time 0.726 Data 0.001 top1 40.625 ( 37.458) top5 12.500 ( 13.686) | Test: [11][57/198] Time 0.718 Data 0.001 top1 37.500 ( 37.459) top5 17.188 ( 13.747) | Test: [11][58/198] Time 0.719 Data 0.001 top1 36.719 ( 37.446) top5 14.062 ( 13.753) | Test: [11][59/198] Time 0.715 Data 0.001 top1 39.844 ( 37.487) top5 9.375 ( 13.678) | Test: [11][60/198] Time 0.721 Data 0.001 top1 41.406 ( 37.552) top5 16.406 ( 13.724) | Test: [11][61/198] Time 0.717 Data 0.001 top1 39.844 ( 37.590) top5 15.625 ( 13.755) | Test: [11][62/198] Time 0.719 Data 0.001 top1 39.062 ( 37.613) top5 11.719 ( 13.722) | Test: [11][63/198] Time 0.715 Data 0.001 top1 42.188 ( 37.686) top5 14.062 ( 13.728) | Test: [11][64/198] Time 0.723 Data 0.002 top1 35.938 ( 37.659) top5 10.156 ( 13.672) | Test: [11][65/198] Time 0.722 Data 0.001 top1 32.031 ( 37.572) top5 16.406 ( 13.714) | Test: [11][66/198] Time 0.725 Data 0.001 top1 37.500 ( 37.571) top5 7.812 ( 13.625) | Test: [11][67/198] Time 0.732 Data 0.001 top1 35.938 ( 37.547) top5 9.375 ( 13.561) | Test: [11][68/198] Time 0.719 Data 0.001 top1 41.406 ( 37.603) top5 15.625 ( 13.591) | Test: [11][69/198] Time 0.726 Data 0.001 top1 33.594 ( 37.545) top5 11.719 ( 13.564) | Test: [11][70/198] Time 0.717 Data 0.001 top1 45.312 ( 37.656) top5 15.625 ( 13.594) | Test: [11][71/198] Time 0.724 Data 0.001 top1 31.250 ( 37.566) top5 10.156 ( 13.545) | Test: [11][72/198] Time 0.723 Data 0.001 top1 38.281 ( 37.576) top5 16.406 ( 13.585) | Test: [11][73/198] Time 0.718 Data 0.001 top1 28.906 ( 37.457) top5 15.625 ( 13.613) | Test: [11][74/198] Time 0.725 Data 0.001 top1 32.812 ( 37.394) top5 13.281 ( 13.609) | Test: [11][75/198] Time 0.722 Data 0.001 top1 42.188 ( 37.458) top5 14.062 ( 13.615) | Test: [11][76/198] Time 0.715 Data 0.001 top1 36.719 ( 37.449) top5 15.625 ( 13.641) | Test: [11][77/198] Time 0.723 Data 0.001 top1 38.281 ( 37.459) top5 12.500 ( 13.626) | Test: [11][78/198] Time 0.720 Data 0.001 top1 29.688 ( 37.360) top5 9.375 ( 13.572) | Test: [11][79/198] Time 0.726 Data 0.001 top1 40.625 ( 37.401) top5 18.750 ( 13.637) | Test: [11][80/198] Time 0.721 Data 0.001 top1 38.281 ( 37.412) top5 13.281 ( 13.633) | Test: [11][81/198] Time 0.719 Data 0.001 top1 39.062 ( 37.432) top5 21.094 ( 13.725) | Test: [11][82/198] Time 0.729 Data 0.001 top1 31.250 ( 37.357) top5 10.938 ( 13.691) | Test: [11][83/198] Time 0.720 Data 0.001 top1 38.281 ( 37.368) top5 11.719 ( 13.667) | Test: [11][84/198] Time 0.727 Data 0.001 top1 35.938 ( 37.351) top5 12.500 ( 13.653) | Test: [11][85/198] Time 0.723 Data 0.001 top1 41.406 ( 37.399) top5 15.625 ( 13.676) | Test: [11][86/198] Time 0.726 Data 0.000 top1 45.312 ( 37.491) top5 12.500 ( 13.663) | Test: [11][87/198] Time 0.723 Data 0.001 top1 38.281 ( 37.500) top5 15.625 ( 13.685) | Test: [11][88/198] Time 0.725 Data 0.001 top1 32.031 ( 37.438) top5 11.719 ( 13.663) | Test: [11][89/198] Time 0.719 Data 0.001 top1 43.750 ( 37.509) top5 14.844 ( 13.676) | Test: [11][90/198] Time 0.718 Data 0.001 top1 39.844 ( 37.535) top5 13.281 ( 13.672) | Test: [11][91/198] Time 0.726 Data 0.003 top1 35.156 ( 37.509) top5 14.062 ( 13.676) | Test: [11][92/198] Time 0.715 Data 0.001 top1 40.625 ( 37.542) top5 13.281 ( 13.672) | Test: [11][93/198] Time 0.725 Data 0.001 top1 39.062 ( 37.559) top5 12.500 ( 13.659) | Test: [11][94/198] Time 0.722 Data 0.001 top1 35.156 ( 37.533) top5 14.062 ( 13.664) | Test: [11][95/198] Time 0.729 Data 0.001 top1 37.500 ( 37.533) top5 18.750 ( 13.717) | Test: [11][96/198] Time 0.729 Data 0.001 top1 45.312 ( 37.614) top5 21.094 ( 13.794) | Test: [11][97/198] Time 0.723 Data 0.001 top1 35.938 ( 37.597) top5 11.719 ( 13.773) | Test: [11][98/198] Time 0.720 Data 0.001 top1 39.062 ( 37.612) top5 14.062 ( 13.776) | Test: [11][99/198] Time 0.720 Data 0.001 top1 49.219 ( 37.729) top5 20.312 ( 13.842) | Test: [11][100/198] Time 0.717 Data 0.001 top1 44.531 ( 37.797) top5 12.500 ( 13.828) | Test: [11][101/198] Time 0.716 Data 0.001 top1 33.594 ( 37.755) top5 8.594 ( 13.776) | Test: [11][102/198] Time 0.718 Data 0.001 top1 34.375 ( 37.722) top5 16.406 ( 13.802) | Test: [11][103/198] Time 0.718 Data 0.001 top1 35.938 ( 37.705) top5 12.500 ( 13.789) | Test: [11][104/198] Time 0.718 Data 0.001 top1 35.938 ( 37.688) top5 17.969 ( 13.830) | Test: [11][105/198] Time 0.725 Data 0.001 top1 34.375 ( 37.656) top5 13.281 ( 13.824) | Test: [11][106/198] Time 0.718 Data 0.001 top1 32.812 ( 37.611) top5 13.281 ( 13.819) | Test: [11][107/198] Time 0.722 Data 0.001 top1 37.500 ( 37.610) top5 13.281 ( 13.814) | Test: [11][108/198] Time 0.753 Data 0.001 top1 35.156 ( 37.587) top5 13.281 ( 13.809) | Test: [11][109/198] Time 0.720 Data 0.001 top1 40.625 ( 37.615) top5 22.656 ( 13.890) | Test: [11][110/198] Time 0.724 Data 0.001 top1 34.375 ( 37.585) top5 11.719 ( 13.871) | Test: [11][111/198] Time 0.719 Data 0.001 top1 31.250 ( 37.528) top5 8.594 ( 13.823) | Test: [11][112/198] Time 0.718 Data 0.001 top1 37.500 ( 37.528) top5 16.406 ( 13.846) | Test: [11][113/198] Time 0.713 Data 0.001 top1 34.375 ( 37.500) top5 10.938 ( 13.821) | Test: [11][114/198] Time 0.725 Data 0.001 top1 39.844 ( 37.521) top5 10.156 ( 13.788) | Test: [11][115/198] Time 0.720 Data 0.001 top1 35.156 ( 37.500) top5 17.969 ( 13.825) | Test: [11][116/198] Time 0.718 Data 0.001 top1 35.938 ( 37.487) top5 12.500 ( 13.813) | Test: [11][117/198] Time 0.725 Data 0.001 top1 46.875 ( 37.567) top5 17.969 ( 13.849) | Test: [11][118/198] Time 0.720 Data 0.001 top1 36.719 ( 37.560) top5 14.062 ( 13.851) | Test: [11][119/198] Time 0.731 Data 0.001 top1 39.844 ( 37.579) top5 15.625 ( 13.866) | Test: [11][120/198] Time 0.714 Data 0.001 top1 39.062 ( 37.591) top5 13.281 ( 13.861) | Test: [11][121/198] Time 0.713 Data 0.001 top1 38.281 ( 37.597) top5 17.188 ( 13.888) | Test: [11][122/198] Time 0.723 Data 0.001 top1 37.500 ( 37.596) top5 17.969 ( 13.922) | Test: [11][123/198] Time 0.714 Data 0.001 top1 37.500 ( 37.595) top5 10.156 ( 13.891) | Test: [11][124/198] Time 0.714 Data 0.001 top1 35.938 ( 37.582) top5 13.281 ( 13.886) | Test: [11][125/198] Time 0.717 Data 0.001 top1 39.844 ( 37.600) top5 17.969 ( 13.919) | Test: [11][126/198] Time 0.716 Data 0.001 top1 32.031 ( 37.556) top5 12.500 ( 13.907) | Test: [11][127/198] Time 0.717 Data 0.001 top1 45.312 ( 37.617) top5 14.844 ( 13.915) | Test: [11][128/198] Time 0.715 Data 0.001 top1 35.156 ( 37.598) top5 10.156 ( 13.885) | Test: [11][129/198] Time 0.732 Data 0.001 top1 40.625 ( 37.621) top5 13.281 ( 13.881) | Test: [11][130/198] Time 0.720 Data 0.001 top1 40.625 ( 37.644) top5 16.406 ( 13.900) | Test: [11][131/198] Time 0.721 Data 0.001 top1 35.938 ( 37.631) top5 9.375 ( 13.866) | Test: [11][132/198] Time 0.719 Data 0.001 top1 39.844 ( 37.648) top5 12.500 ( 13.855) | Test: [11][133/198] Time 0.715 Data 0.001 top1 42.969 ( 37.688) top5 15.625 ( 13.869) | Test: [11][134/198] Time 0.720 Data 0.001 top1 30.469 ( 37.634) top5 13.281 ( 13.864) | Test: [11][135/198] Time 0.722 Data 0.001 top1 34.375 ( 37.610) top5 12.500 ( 13.854) | Test: [11][136/198] Time 0.733 Data 0.001 top1 39.844 ( 37.626) top5 13.281 ( 13.850) | Test: [11][137/198] Time 0.728 Data 0.001 top1 45.312 ( 37.682) top5 14.062 ( 13.852) | Test: [11][138/198] Time 0.735 Data 0.001 top1 38.281 ( 37.687) top5 14.062 ( 13.853) | Test: [11][139/198] Time 0.751 Data 0.001 top1 39.844 ( 37.702) top5 17.188 ( 13.877) | Test: [11][140/198] Time 0.737 Data 0.001 top1 35.938 ( 37.690) top5 10.938 ( 13.856) | Test: [11][141/198] Time 0.766 Data 0.001 top1 36.719 ( 37.683) top5 9.375 ( 13.824) | Test: [11][142/198] Time 0.724 Data 0.001 top1 43.750 ( 37.726) top5 13.281 ( 13.820) | Test: [11][143/198] Time 0.719 Data 0.001 top1 42.188 ( 37.757) top5 13.281 ( 13.817) | Test: [11][144/198] Time 0.712 Data 0.001 top1 38.281 ( 37.760) top5 11.719 ( 13.802) | Test: [11][145/198] Time 0.712 Data 0.001 top1 38.281 ( 37.764) top5 11.719 ( 13.788) | Test: [11][146/198] Time 0.714 Data 0.001 top1 36.719 ( 37.757) top5 14.844 ( 13.795) | Test: [11][147/198] Time 0.717 Data 0.001 top1 33.594 ( 37.729) top5 8.594 ( 13.760) | Test: [11][148/198] Time 0.713 Data 0.001 top1 44.531 ( 37.774) top5 21.094 ( 13.809) | Test: [11][149/198] Time 0.714 Data 0.001 top1 36.719 ( 37.767) top5 13.281 ( 13.806) | Test: [11][150/198] Time 0.723 Data 0.001 top1 37.500 ( 37.766) top5 14.844 ( 13.812) | Test: [11][151/198] Time 0.715 Data 0.001 top1 33.594 ( 37.738) top5 9.375 ( 13.783) | Test: [11][152/198] Time 0.716 Data 0.001 top1 32.812 ( 37.706) top5 16.406 ( 13.800) | Test: [11][153/198] Time 0.714 Data 0.001 top1 32.031 ( 37.669) top5 10.156 ( 13.777) | Test: [11][154/198] Time 0.724 Data 0.002 top1 40.625 ( 37.688) top5 17.969 ( 13.804) | Test: [11][155/198] Time 0.721 Data 0.001 top1 42.188 ( 37.717) top5 13.281 ( 13.800) | Test: [11][156/198] Time 0.717 Data 0.001 top1 35.156 ( 37.700) top5 13.281 ( 13.797) | Test: [11][157/198] Time 0.719 Data 0.001 top1 34.375 ( 37.679) top5 10.156 ( 13.774) | Test: [11][158/198] Time 0.716 Data 0.001 top1 29.688 ( 37.629) top5 7.812 ( 13.736) | Test: [11][159/198] Time 0.719 Data 0.001 top1 38.281 ( 37.633) top5 16.406 ( 13.753) | Test: [11][160/198] Time 0.715 Data 0.001 top1 37.500 ( 37.632) top5 13.281 ( 13.750) | Test: [11][161/198] Time 0.716 Data 0.001 top1 33.594 ( 37.607) top5 10.938 ( 13.733) | Test: [11][162/198] Time 0.719 Data 0.001 top1 36.719 ( 37.601) top5 15.625 ( 13.744) | Test: [11][163/198] Time 0.724 Data 0.001 top1 37.500 ( 37.601) top5 16.406 ( 13.761) | Test: [11][164/198] Time 0.731 Data 0.001 top1 41.406 ( 37.624) top5 14.062 ( 13.762) | Test: [11][165/198] Time 0.728 Data 0.001 top1 39.062 ( 37.633) top5 7.812 ( 13.726) | Test: [11][166/198] Time 0.734 Data 0.001 top1 38.281 ( 37.636) top5 11.719 ( 13.714) | Test: [11][167/198] Time 0.733 Data 0.001 top1 40.625 ( 37.654) top5 14.844 ( 13.721) | Test: [11][168/198] Time 0.721 Data 0.001 top1 46.094 ( 37.705) top5 15.625 ( 13.732) | Test: [11][169/198] Time 0.719 Data 0.001 top1 32.031 ( 37.671) top5 10.156 ( 13.711) | Test: [11][170/198] Time 0.830 Data 0.001 top1 40.625 ( 37.688) top5 17.969 ( 13.736) | Test: [11][171/198] Time 0.727 Data 0.001 top1 39.062 ( 37.696) top5 17.969 ( 13.761) | Test: [11][172/198] Time 0.732 Data 0.001 top1 38.281 ( 37.700) top5 13.281 ( 13.758) | Test: [11][173/198] Time 0.720 Data 0.001 top1 31.250 ( 37.663) top5 10.156 ( 13.737) | Test: [11][174/198] Time 0.716 Data 0.001 top1 45.312 ( 37.707) top5 14.844 ( 13.744) | Test: [11][175/198] Time 0.716 Data 0.001 top1 39.062 ( 37.714) top5 19.531 ( 13.777) | Test: [11][176/198] Time 0.718 Data 0.001 top1 42.188 ( 37.740) top5 17.969 ( 13.801) | Test: [11][177/198] Time 0.714 Data 0.001 top1 41.406 ( 37.760) top5 14.062 ( 13.802) | Test: [11][178/198] Time 0.719 Data 0.001 top1 34.375 ( 37.741) top5 12.500 ( 13.795) | Test: [11][179/198] Time 0.713 Data 0.001 top1 40.625 ( 37.758) top5 11.719 ( 13.783) | Test: [11][180/198] Time 0.720 Data 0.001 top1 36.719 ( 37.752) top5 14.844 ( 13.789) | Test: [11][181/198] Time 0.713 Data 0.001 top1 40.625 ( 37.768) top5 11.719 ( 13.778) | Test: [11][182/198] Time 0.717 Data 0.001 top1 37.500 ( 37.766) top5 13.281 ( 13.775) | Test: [11][183/198] Time 0.719 Data 0.001 top1 35.156 ( 37.752) top5 11.719 ( 13.764) | Test: [11][184/198] Time 0.732 Data 0.001 top1 32.031 ( 37.721) top5 10.938 ( 13.748) | Test: [11][185/198] Time 0.721 Data 0.001 top1 46.875 ( 37.770) top5 19.531 ( 13.780) | Test: [11][186/198] Time 0.727 Data 0.001 top1 39.844 ( 37.781) top5 10.156 ( 13.760) | Test: [11][187/198] Time 0.732 Data 0.001 top1 38.281 ( 37.784) top5 14.844 ( 13.766) | Test: [11][188/198] Time 0.721 Data 0.000 top1 38.281 ( 37.787) top5 15.625 ( 13.776) | Test: [11][189/198] Time 0.721 Data 0.001 top1 35.938 ( 37.777) top5 8.594 ( 13.748) | Test: [11][190/198] Time 0.752 Data 0.000 top1 37.500 ( 37.775) top5 15.625 ( 13.758) | Test: [11][191/198] Time 0.739 Data 0.000 top1 33.594 ( 37.754) top5 13.281 ( 13.756) | Test: [11][192/198] Time 0.719 Data 0.000 top1 41.406 ( 37.773) top5 18.750 ( 13.782) | Test: [11][193/198] Time 0.721 Data 0.001 top1 39.062 ( 37.779) top5 12.500 ( 13.775) | Test: [11][194/198] Time 0.721 Data 0.000 top1 41.406 ( 37.798) top5 10.938 ( 13.760) | Test: [11][195/198] Time 0.718 Data 0.000 top1 38.281 ( 37.800) top5 14.844 ( 13.766) | Test: [11][196/198] Time 0.715 Data 0.000 top1 44.531 ( 37.835) top5 17.969 ( 13.787) | Test: [11][197/198] Time 0.261 Data 0.000 top1 20.588 ( 37.747) top5 11.765 ( 13.777) | Test: [11][198/198] Time 0.715 Data 0.000 top1 37.500 ( 37.746) top5 16.406 ( 13.790) * Finished epoch # 11 top1: 37.746 top5: 13.790 Epoch 12 => Training epoch # 12 | Epoch: [12][1/553] Time 4.801 Data 2.291 Err 0.9167 top1 26.562 top5 6.250 | Epoch: [12][2/553] Time 2.477 Data 0.001 Err 0.9092 top1 25.000 top5 7.812 | Epoch: [12][3/553] Time 2.437 Data 0.001 Err 1.0553 top1 28.906 top5 10.938 | Epoch: [12][4/553] Time 2.436 Data 0.001 Err 0.7696 top1 24.219 top5 5.469 | Epoch: [12][5/553] Time 2.432 Data 0.001 Err 0.7825 top1 21.875 top5 6.250 | Epoch: [12][6/553] Time 2.459 Data 0.001 Err 1.0232 top1 32.031 top5 7.812 | Epoch: [12][7/553] Time 2.439 Data 0.001 Err 0.8734 top1 26.562 top5 9.375 | Epoch: [12][8/553] Time 2.428 Data 0.001 Err 1.0432 top1 25.781 top5 9.375 | Epoch: [12][9/553] Time 2.440 Data 0.001 Err 0.7996 top1 20.312 top5 6.250 | Epoch: [12][10/553] Time 2.460 Data 0.001 Err 1.1274 top1 28.906 top5 9.375 | Epoch: [12][11/553] Time 2.436 Data 0.001 Err 1.0181 top1 25.781 top5 10.156 | Epoch: [12][12/553] Time 2.441 Data 0.001 Err 0.9134 top1 31.250 top5 5.469 | Epoch: [12][13/553] Time 2.440 Data 0.001 Err 0.8414 top1 25.000 top5 4.688 | Epoch: [12][14/553] Time 2.444 Data 0.001 Err 1.0923 top1 31.250 top5 10.156 | Epoch: [12][15/553] Time 2.512 Data 0.001 Err 1.1392 top1 28.906 top5 14.062 | Epoch: [12][16/553] Time 2.429 Data 0.001 Err 1.0528 top1 24.219 top5 11.719 | Epoch: [12][17/553] Time 2.442 Data 0.001 Err 0.9077 top1 22.656 top5 5.469 | Epoch: [12][18/553] Time 2.495 Data 0.001 Err 1.0157 top1 26.562 top5 12.500 | Epoch: [12][19/553] Time 2.485 Data 0.001 Err 0.9355 top1 23.438 top5 7.812 | Epoch: [12][20/553] Time 2.438 Data 0.001 Err 0.9775 top1 24.219 top5 7.031 | Epoch: [12][21/553] Time 2.439 Data 0.001 Err 1.0033 top1 25.781 top5 8.594 | Epoch: [12][22/553] Time 2.431 Data 0.001 Err 0.9024 top1 25.000 top5 8.594 | Epoch: [12][23/553] Time 2.441 Data 0.001 Err 0.7811 top1 19.531 top5 8.594 | Epoch: [12][24/553] Time 2.444 Data 0.001 Err 0.9683 top1 22.656 top5 10.938 | Epoch: [12][25/553] Time 2.442 Data 0.001 Err 1.0323 top1 31.250 top5 9.375 | Epoch: [12][26/553] Time 2.438 Data 0.001 Err 1.0025 top1 29.688 top5 10.156 | Epoch: [12][27/553] Time 2.433 Data 0.001 Err 0.9975 top1 24.219 top5 9.375 | Epoch: [12][28/553] Time 2.433 Data 0.001 Err 1.0313 top1 24.219 top5 6.250 | Epoch: [12][29/553] Time 2.439 Data 0.001 Err 0.8427 top1 25.000 top5 7.812 | Epoch: [12][30/553] Time 2.449 Data 0.001 Err 1.0106 top1 23.438 top5 9.375 | Epoch: [12][31/553] Time 2.439 Data 0.001 Err 0.9564 top1 24.219 top5 8.594 | Epoch: [12][32/553] Time 2.444 Data 0.001 Err 0.7544 top1 19.531 top5 7.812 | Epoch: [12][33/553] Time 2.468 Data 0.001 Err 0.9389 top1 27.344 top5 6.250 | Epoch: [12][34/553] Time 2.461 Data 0.001 Err 0.9747 top1 23.438 top5 10.938 | Epoch: [12][35/553] Time 2.453 Data 0.001 Err 1.0493 top1 29.688 top5 7.812 | Epoch: [12][36/553] Time 2.451 Data 0.001 Err 1.0985 top1 30.469 top5 9.375 | Epoch: [12][37/553] Time 2.444 Data 0.001 Err 1.0446 top1 28.125 top5 10.938 | Epoch: [12][38/553] Time 2.485 Data 0.001 Err 1.2651 top1 28.906 top5 15.625 | Epoch: [12][39/553] Time 2.432 Data 0.001 Err 0.7668 top1 19.531 top5 4.688 | Epoch: [12][40/553] Time 2.465 Data 0.001 Err 0.7799 top1 20.312 top5 6.250 | Epoch: [12][41/553] Time 2.464 Data 0.001 Err 0.9906 top1 28.906 top5 9.375 | Epoch: [12][42/553] Time 2.490 Data 0.001 Err 0.9463 top1 25.781 top5 8.594 | Epoch: [12][43/553] Time 2.443 Data 0.001 Err 0.9495 top1 26.562 top5 7.812 | Epoch: [12][44/553] Time 2.451 Data 0.001 Err 0.9608 top1 26.562 top5 7.812 | Epoch: [12][45/553] Time 2.467 Data 0.001 Err 1.0249 top1 28.906 top5 8.594 | Epoch: [12][46/553] Time 2.445 Data 0.001 Err 0.9748 top1 24.219 top5 7.812 | Epoch: [12][47/553] Time 2.445 Data 0.001 Err 0.8869 top1 19.531 top5 6.250 | Epoch: [12][48/553] Time 2.444 Data 0.001 Err 1.1687 top1 27.344 top5 10.156 | Epoch: [12][49/553] Time 2.510 Data 0.001 Err 0.8752 top1 24.219 top5 10.156 | Epoch: [12][50/553] Time 2.436 Data 0.001 Err 0.8858 top1 21.875 top5 7.812 | Epoch: [12][51/553] Time 2.450 Data 0.001 Err 1.0429 top1 24.219 top5 10.938 | Epoch: [12][52/553] Time 2.456 Data 0.001 Err 1.0077 top1 29.688 top5 10.156 | Epoch: [12][53/553] Time 2.435 Data 0.001 Err 1.1852 top1 33.594 top5 14.844 | Epoch: [12][54/553] Time 2.457 Data 0.001 Err 0.8171 top1 21.875 top5 7.812 | Epoch: [12][55/553] Time 2.435 Data 0.001 Err 1.0027 top1 26.562 top5 5.469 | Epoch: [12][56/553] Time 2.441 Data 0.001 Err 1.1189 top1 28.125 top5 10.156 | Epoch: [12][57/553] Time 2.514 Data 0.001 Err 1.0123 top1 28.906 top5 11.719 | Epoch: [12][58/553] Time 2.446 Data 0.000 Err 0.9759 top1 27.344 top5 8.594 | Epoch: [12][59/553] Time 2.442 Data 0.001 Err 0.9335 top1 23.438 top5 10.156 | Epoch: [12][60/553] Time 2.448 Data 0.001 Err 1.0918 top1 28.906 top5 11.719 | Epoch: [12][61/553] Time 2.482 Data 0.001 Err 0.8525 top1 18.750 top5 7.812 | Epoch: [12][62/553] Time 2.447 Data 0.001 Err 1.0450 top1 25.781 top5 13.281 | Epoch: [12][63/553] Time 2.442 Data 0.001 Err 1.0288 top1 28.125 top5 7.812 | Epoch: [12][64/553] Time 2.478 Data 0.001 Err 1.0556 top1 28.125 top5 12.500 | Epoch: [12][65/553] Time 2.474 Data 0.001 Err 0.9849 top1 21.094 top5 10.156 | Epoch: [12][66/553] Time 2.450 Data 0.001 Err 1.0758 top1 29.688 top5 7.031 | Epoch: [12][67/553] Time 2.440 Data 0.001 Err 0.8427 top1 20.312 top5 8.594 | Epoch: [12][68/553] Time 2.484 Data 0.001 Err 0.9311 top1 20.312 top5 8.594 | Epoch: [12][69/553] Time 2.461 Data 0.001 Err 1.1231 top1 25.000 top5 10.938 | Epoch: [12][70/553] Time 2.448 Data 0.001 Err 0.9907 top1 24.219 top5 8.594 | Epoch: [12][71/553] Time 2.449 Data 0.001 Err 1.0161 top1 27.344 top5 7.812 | Epoch: [12][72/553] Time 2.446 Data 0.000 Err 1.0166 top1 25.781 top5 10.938 | Epoch: [12][73/553] Time 2.473 Data 0.001 Err 0.9205 top1 25.781 top5 6.250 | Epoch: [12][74/553] Time 2.483 Data 0.001 Err 1.1362 top1 32.812 top5 7.031 | Epoch: [12][75/553] Time 2.446 Data 0.001 Err 0.8215 top1 24.219 top5 6.250 | Epoch: [12][76/553] Time 2.508 Data 0.001 Err 1.0282 top1 21.875 top5 10.156 | Epoch: [12][77/553] Time 2.476 Data 0.002 Err 0.9070 top1 21.875 top5 7.812 | Epoch: [12][78/553] Time 2.492 Data 0.001 Err 1.0857 top1 30.469 top5 9.375 | Epoch: [12][79/553] Time 2.453 Data 0.001 Err 0.9176 top1 23.438 top5 5.469 | Epoch: [12][80/553] Time 2.447 Data 0.001 Err 1.1322 top1 30.469 top5 12.500 | Epoch: [12][81/553] Time 2.477 Data 0.001 Err 1.0063 top1 30.469 top5 7.031 | Epoch: [12][82/553] Time 2.491 Data 0.001 Err 0.7878 top1 21.094 top5 6.250 | Epoch: [12][83/553] Time 2.475 Data 0.001 Err 1.1356 top1 28.906 top5 14.062 | Epoch: [12][84/553] Time 2.438 Data 0.001 Err 1.0132 top1 28.125 top5 9.375 | Epoch: [12][85/553] Time 2.511 Data 0.001 Err 1.0849 top1 30.469 top5 10.938 | Epoch: [12][86/553] Time 2.454 Data 0.001 Err 0.9555 top1 25.000 top5 9.375 | Epoch: [12][87/553] Time 2.449 Data 0.001 Err 0.8467 top1 22.656 top5 4.688 | Epoch: [12][88/553] Time 2.460 Data 0.001 Err 0.9431 top1 23.438 top5 8.594 | Epoch: [12][89/553] Time 2.442 Data 0.001 Err 1.0640 top1 32.031 top5 8.594 | Epoch: [12][90/553] Time 2.449 Data 0.001 Err 1.1136 top1 25.781 top5 9.375 | Epoch: [12][91/553] Time 2.450 Data 0.001 Err 1.0142 top1 28.906 top5 10.156 | Epoch: [12][92/553] Time 2.489 Data 0.001 Err 1.1680 top1 32.031 top5 8.594 | Epoch: [12][93/553] Time 2.459 Data 0.001 Err 1.0808 top1 28.125 top5 12.500 | Epoch: [12][94/553] Time 2.444 Data 0.001 Err 1.0076 top1 25.000 top5 7.812 | Epoch: [12][95/553] Time 2.443 Data 0.001 Err 0.9679 top1 29.688 top5 8.594 | Epoch: [12][96/553] Time 2.434 Data 0.001 Err 1.1344 top1 31.250 top5 11.719 | Epoch: [12][97/553] Time 2.515 Data 0.000 Err 0.9184 top1 23.438 top5 8.594 | Epoch: [12][98/553] Time 2.437 Data 0.001 Err 1.0097 top1 32.031 top5 7.812 | Epoch: [12][99/553] Time 2.454 Data 0.001 Err 0.9996 top1 25.000 top5 8.594 | Epoch: [12][100/553] Time 2.439 Data 0.001 Err 0.8773 top1 23.438 top5 6.250 | Epoch: [12][101/553] Time 2.481 Data 0.001 Err 1.0598 top1 28.125 top5 9.375 | Epoch: [12][102/553] Time 2.480 Data 0.001 Err 0.8763 top1 22.656 top5 8.594 | Epoch: [12][103/553] Time 2.476 Data 0.001 Err 0.9261 top1 25.781 top5 7.812 | Epoch: [12][104/553] Time 2.469 Data 0.001 Err 0.9170 top1 23.438 top5 7.812 | Epoch: [12][105/553] Time 2.451 Data 0.001 Err 0.8200 top1 23.438 top5 4.688 | Epoch: [12][106/553] Time 2.443 Data 0.001 Err 1.1133 top1 29.688 top5 12.500 | Epoch: [12][107/553] Time 2.435 Data 0.001 Err 1.0650 top1 25.781 top5 10.938 | Epoch: [12][108/553] Time 2.444 Data 0.001 Err 0.9345 top1 20.312 top5 6.250 | Epoch: [12][109/553] Time 2.486 Data 0.001 Err 0.6692 top1 21.875 top5 3.125 | Epoch: [12][110/553] Time 2.439 Data 0.001 Err 1.0941 top1 31.250 top5 9.375 | Epoch: [12][111/553] Time 2.476 Data 0.001 Err 1.0542 top1 31.250 top5 10.156 | Epoch: [12][112/553] Time 2.464 Data 0.001 Err 1.1599 top1 29.688 top5 9.375 | Epoch: [12][113/553] Time 2.470 Data 0.001 Err 1.0955 top1 26.562 top5 13.281 | Epoch: [12][114/553] Time 2.438 Data 0.001 Err 0.8189 top1 24.219 top5 4.688 | Epoch: [12][115/553] Time 2.480 Data 0.002 Err 1.1079 top1 25.000 top5 9.375 | Epoch: [12][116/553] Time 2.511 Data 0.001 Err 0.9963 top1 24.219 top5 10.938 | Epoch: [12][117/553] Time 2.444 Data 0.001 Err 1.1613 top1 32.031 top5 7.812 | Epoch: [12][118/553] Time 2.449 Data 0.001 Err 0.8450 top1 24.219 top5 7.031 | Epoch: [12][119/553] Time 2.489 Data 0.000 Err 1.0493 top1 25.000 top5 9.375 | Epoch: [12][120/553] Time 2.453 Data 0.001 Err 0.7770 top1 22.656 top5 7.031 | Epoch: [12][121/553] Time 2.471 Data 0.001 Err 0.8743 top1 23.438 top5 7.031 | Epoch: [12][122/553] Time 2.445 Data 0.001 Err 0.9111 top1 25.000 top5 3.906 | Epoch: [12][123/553] Time 2.447 Data 0.001 Err 0.8790 top1 25.781 top5 8.594 | Epoch: [12][124/553] Time 2.461 Data 0.001 Err 0.8905 top1 28.906 top5 7.031 | Epoch: [12][125/553] Time 2.444 Data 0.001 Err 1.0076 top1 25.000 top5 10.156 | Epoch: [12][126/553] Time 2.446 Data 0.001 Err 0.9855 top1 24.219 top5 10.938 | Epoch: [12][127/553] Time 2.482 Data 0.001 Err 1.3477 top1 34.375 top5 12.500 | Epoch: [12][128/553] Time 2.450 Data 0.001 Err 0.9438 top1 24.219 top5 10.156 | Epoch: [12][129/553] Time 2.460 Data 0.001 Err 0.9089 top1 24.219 top5 5.469 | Epoch: [12][130/553] Time 2.449 Data 0.001 Err 0.9025 top1 26.562 top5 6.250 | Epoch: [12][131/553] Time 2.517 Data 0.001 Err 1.0322 top1 30.469 top5 10.156 | Epoch: [12][132/553] Time 2.511 Data 0.001 Err 0.7321 top1 18.750 top5 7.031 | Epoch: [12][133/553] Time 2.440 Data 0.001 Err 0.7544 top1 20.312 top5 3.906 | Epoch: [12][134/553] Time 2.448 Data 0.004 Err 1.0097 top1 27.344 top5 10.156 | Epoch: [12][135/553] Time 2.438 Data 0.001 Err 0.7464 top1 20.312 top5 7.031 | Epoch: [12][136/553] Time 2.480 Data 0.001 Err 1.1131 top1 25.781 top5 13.281 | Epoch: [12][137/553] Time 2.457 Data 0.001 Err 0.9688 top1 27.344 top5 7.812 | Epoch: [12][138/553] Time 2.450 Data 0.001 Err 1.2595 top1 33.594 top5 13.281 | Epoch: [12][139/553] Time 2.451 Data 0.000 Err 0.8633 top1 22.656 top5 8.594 | Epoch: [12][140/553] Time 2.443 Data 0.001 Err 0.9843 top1 26.562 top5 10.938 | Epoch: [12][141/553] Time 2.442 Data 0.001 Err 0.8853 top1 19.531 top5 9.375 | Epoch: [12][142/553] Time 2.467 Data 0.001 Err 0.8754 top1 23.438 top5 5.469 | Epoch: [12][143/553] Time 2.506 Data 0.001 Err 1.0430 top1 28.125 top5 8.594 | Epoch: [12][144/553] Time 2.486 Data 0.001 Err 0.9127 top1 23.438 top5 6.250 | Epoch: [12][145/553] Time 2.465 Data 0.000 Err 1.1727 top1 28.125 top5 10.156 | Epoch: [12][146/553] Time 2.448 Data 0.001 Err 0.8574 top1 23.438 top5 7.812 | Epoch: [12][147/553] Time 2.479 Data 0.001 Err 0.6374 top1 18.750 top5 5.469 | Epoch: [12][148/553] Time 2.528 Data 0.001 Err 1.1936 top1 33.594 top5 9.375 | Epoch: [12][149/553] Time 2.452 Data 0.001 Err 1.2490 top1 29.688 top5 12.500 | Epoch: [12][150/553] Time 2.440 Data 0.001 Err 0.8866 top1 27.344 top5 5.469 | Epoch: [12][151/553] Time 2.479 Data 0.001 Err 0.9725 top1 28.125 top5 7.812 | Epoch: [12][152/553] Time 2.503 Data 0.001 Err 1.0481 top1 27.344 top5 10.156 | Epoch: [12][153/553] Time 2.459 Data 0.001 Err 1.0443 top1 26.562 top5 10.156 | Epoch: [12][154/553] Time 2.485 Data 0.001 Err 1.0415 top1 28.125 top5 11.719 | Epoch: [12][155/553] Time 2.503 Data 0.001 Err 1.0166 top1 30.469 top5 10.156 | Epoch: [12][156/553] Time 2.505 Data 0.000 Err 0.8438 top1 25.000 top5 9.375 | Epoch: [12][157/553] Time 2.451 Data 0.000 Err 1.0580 top1 25.000 top5 8.594 | Epoch: [12][158/553] Time 2.447 Data 0.000 Err 1.0866 top1 30.469 top5 10.938 | Epoch: [12][159/553] Time 2.468 Data 0.001 Err 0.9239 top1 21.094 top5 9.375 | Epoch: [12][160/553] Time 2.435 Data 0.001 Err 1.1192 top1 27.344 top5 13.281 | Epoch: [12][161/553] Time 2.468 Data 0.001 Err 1.0721 top1 28.906 top5 10.938 | Epoch: [12][162/553] Time 2.443 Data 0.001 Err 1.0423 top1 25.781 top5 7.812 | Epoch: [12][163/553] Time 2.521 Data 0.001 Err 0.8538 top1 21.094 top5 6.250 | Epoch: [12][164/553] Time 2.514 Data 0.001 Err 0.7491 top1 22.656 top5 4.688 | Epoch: [12][165/553] Time 2.449 Data 0.001 Err 0.7569 top1 25.781 top5 3.125 | Epoch: [12][166/553] Time 2.445 Data 0.001 Err 0.8933 top1 23.438 top5 8.594 | Epoch: [12][167/553] Time 2.472 Data 0.001 Err 0.9898 top1 26.562 top5 10.156 | Epoch: [12][168/553] Time 2.444 Data 0.001 Err 0.8872 top1 24.219 top5 8.594 | Epoch: [12][169/553] Time 2.455 Data 0.001 Err 0.7604 top1 16.406 top5 6.250 | Epoch: [12][170/553] Time 2.448 Data 0.001 Err 0.9770 top1 21.094 top5 7.812 | Epoch: [12][171/553] Time 2.512 Data 0.001 Err 1.0240 top1 32.031 top5 8.594 | Epoch: [12][172/553] Time 2.487 Data 0.004 Err 0.6968 top1 20.312 top5 5.469 | Epoch: [12][173/553] Time 2.462 Data 0.001 Err 1.0298 top1 26.562 top5 8.594 | Epoch: [12][174/553] Time 2.443 Data 0.001 Err 0.6040 top1 15.625 top5 3.906 | Epoch: [12][175/553] Time 2.470 Data 0.001 Err 0.9797 top1 28.125 top5 10.938 | Epoch: [12][176/553] Time 2.450 Data 0.001 Err 1.3942 top1 35.938 top5 14.062 | Epoch: [12][177/553] Time 2.446 Data 0.001 Err 0.9977 top1 24.219 top5 9.375 | Epoch: [12][178/553] Time 2.489 Data 0.001 Err 0.9625 top1 25.781 top5 9.375 | Epoch: [12][179/553] Time 2.464 Data 0.001 Err 0.7986 top1 21.875 top5 5.469 | Epoch: [12][180/553] Time 2.444 Data 0.001 Err 0.9031 top1 25.781 top5 6.250 | Epoch: [12][181/553] Time 2.439 Data 0.001 Err 0.9296 top1 28.125 top5 4.688 | Epoch: [12][182/553] Time 2.451 Data 0.001 Err 0.7459 top1 21.875 top5 4.688 | Epoch: [12][183/553] Time 2.477 Data 0.001 Err 0.9439 top1 27.344 top5 7.031 | Epoch: [12][184/553] Time 2.484 Data 0.001 Err 1.1626 top1 28.906 top5 8.594 | Epoch: [12][185/553] Time 2.443 Data 0.000 Err 1.0123 top1 28.125 top5 10.938 | Epoch: [12][186/553] Time 2.490 Data 0.001 Err 1.0960 top1 28.906 top5 14.062 | Epoch: [12][187/553] Time 2.438 Data 0.001 Err 1.2574 top1 29.688 top5 13.281 | Epoch: [12][188/553] Time 2.444 Data 0.001 Err 0.8492 top1 23.438 top5 7.031 | Epoch: [12][189/553] Time 2.475 Data 0.001 Err 1.2104 top1 30.469 top5 11.719 | Epoch: [12][190/553] Time 2.438 Data 0.001 Err 0.9967 top1 25.781 top5 7.031 | Epoch: [12][191/553] Time 2.447 Data 0.004 Err 1.0697 top1 28.906 top5 10.938 | Epoch: [12][192/553] Time 2.439 Data 0.001 Err 0.8935 top1 18.750 top5 7.812 | Epoch: [12][193/553] Time 2.514 Data 0.001 Err 1.1943 top1 25.781 top5 10.156 | Epoch: [12][194/553] Time 2.461 Data 0.001 Err 0.8069 top1 21.094 top5 8.594 | Epoch: [12][195/553] Time 2.447 Data 0.001 Err 0.8982 top1 25.000 top5 10.938 | Epoch: [12][196/553] Time 2.456 Data 0.001 Err 1.0677 top1 24.219 top5 10.156 | Epoch: [12][197/553] Time 2.440 Data 0.001 Err 1.1817 top1 31.250 top5 11.719 | Epoch: [12][198/553] Time 2.444 Data 0.001 Err 1.1565 top1 31.250 top5 14.062 | Epoch: [12][199/553] Time 2.449 Data 0.001 Err 1.1570 top1 28.906 top5 14.062 | Epoch: [12][200/553] Time 2.442 Data 0.001 Err 0.8609 top1 22.656 top5 9.375 | Epoch: [12][201/553] Time 2.474 Data 0.001 Err 1.1294 top1 27.344 top5 11.719 | Epoch: [12][202/553] Time 2.443 Data 0.000 Err 0.8468 top1 21.875 top5 7.031 | Epoch: [12][203/553] Time 2.452 Data 0.001 Err 1.0010 top1 26.562 top5 8.594 | Epoch: [12][204/553] Time 2.445 Data 0.001 Err 0.7421 top1 17.969 top5 7.031 | Epoch: [12][205/553] Time 2.438 Data 0.001 Err 0.7867 top1 25.000 top5 3.125 | Epoch: [12][206/553] Time 2.461 Data 0.001 Err 0.9558 top1 25.781 top5 7.812 | Epoch: [12][207/553] Time 2.484 Data 0.001 Err 0.9573 top1 24.219 top5 6.250 | Epoch: [12][208/553] Time 2.445 Data 0.001 Err 0.9841 top1 28.906 top5 8.594 | Epoch: [12][209/553] Time 2.441 Data 0.001 Err 1.2110 top1 33.594 top5 14.844 | Epoch: [12][210/553] Time 2.448 Data 0.002 Err 1.0714 top1 22.656 top5 10.938 | Epoch: [12][211/553] Time 2.436 Data 0.001 Err 1.1314 top1 30.469 top5 10.938 | Epoch: [12][212/553] Time 2.443 Data 0.001 Err 0.9675 top1 25.781 top5 9.375 | Epoch: [12][213/553] Time 2.501 Data 0.001 Err 0.9372 top1 28.906 top5 5.469 | Epoch: [12][214/553] Time 2.476 Data 0.001 Err 0.8175 top1 20.312 top5 5.469 | Epoch: [12][215/553] Time 2.460 Data 0.001 Err 0.8093 top1 25.000 top5 3.906 | Epoch: [12][216/553] Time 2.445 Data 0.001 Err 1.0704 top1 27.344 top5 9.375 | Epoch: [12][217/553] Time 2.438 Data 0.001 Err 0.9380 top1 24.219 top5 7.031 | Epoch: [12][218/553] Time 2.445 Data 0.001 Err 0.8037 top1 21.875 top5 4.688 | Epoch: [12][219/553] Time 2.462 Data 0.001 Err 1.1187 top1 28.906 top5 11.719 | Epoch: [12][220/553] Time 2.473 Data 0.001 Err 0.7257 top1 17.188 top5 5.469 | Epoch: [12][221/553] Time 2.433 Data 0.001 Err 1.0433 top1 32.812 top5 9.375 | Epoch: [12][222/553] Time 2.445 Data 0.001 Err 0.8367 top1 22.656 top5 7.812 | Epoch: [12][223/553] Time 2.447 Data 0.001 Err 1.2030 top1 27.344 top5 12.500 | Epoch: [12][224/553] Time 2.466 Data 0.000 Err 0.8021 top1 25.000 top5 5.469 | Epoch: [12][225/553] Time 2.509 Data 0.001 Err 1.1290 top1 26.562 top5 8.594 | Epoch: [12][226/553] Time 2.437 Data 0.001 Err 1.2514 top1 30.469 top5 11.719 | Epoch: [12][227/553] Time 2.468 Data 0.001 Err 0.9495 top1 25.781 top5 7.812 | Epoch: [12][228/553] Time 2.465 Data 0.001 Err 1.0033 top1 25.781 top5 7.031 | Epoch: [12][229/553] Time 2.446 Data 0.006 Err 1.1332 top1 28.906 top5 14.844 | Epoch: [12][230/553] Time 2.446 Data 0.001 Err 0.9835 top1 22.656 top5 10.156 | Epoch: [12][231/553] Time 2.444 Data 0.001 Err 1.0141 top1 28.906 top5 9.375 | Epoch: [12][232/553] Time 2.508 Data 0.001 Err 0.9913 top1 26.562 top5 9.375 | Epoch: [12][233/553] Time 2.512 Data 0.001 Err 1.2349 top1 29.688 top5 13.281 | Epoch: [12][234/553] Time 2.453 Data 0.001 Err 0.8669 top1 24.219 top5 6.250 | Epoch: [12][235/553] Time 2.441 Data 0.001 Err 0.9368 top1 21.875 top5 8.594 | Epoch: [12][236/553] Time 2.476 Data 0.001 Err 0.9479 top1 26.562 top5 4.688 | Epoch: [12][237/553] Time 2.438 Data 0.001 Err 1.0942 top1 28.906 top5 10.156 | Epoch: [12][238/553] Time 2.445 Data 0.001 Err 1.2896 top1 33.594 top5 14.062 | Epoch: [12][239/553] Time 2.467 Data 0.001 Err 0.7107 top1 20.312 top5 6.250 | Epoch: [12][240/553] Time 2.500 Data 0.001 Err 0.7866 top1 21.094 top5 5.469 | Epoch: [12][241/553] Time 2.480 Data 0.001 Err 0.9672 top1 25.781 top5 7.812 | Epoch: [12][242/553] Time 2.460 Data 0.001 Err 1.0474 top1 30.469 top5 9.375 | Epoch: [12][243/553] Time 2.450 Data 0.000 Err 1.1753 top1 28.906 top5 8.594 | Epoch: [12][244/553] Time 2.516 Data 0.001 Err 1.0014 top1 25.781 top5 7.812 | Epoch: [12][245/553] Time 2.480 Data 0.001 Err 1.2077 top1 30.469 top5 12.500 | Epoch: [12][246/553] Time 2.444 Data 0.001 Err 1.0542 top1 25.000 top5 10.156 | Epoch: [12][247/553] Time 2.467 Data 0.001 Err 1.2184 top1 30.469 top5 12.500 | Epoch: [12][248/553] Time 2.479 Data 0.005 Err 0.9095 top1 22.656 top5 7.812 | Epoch: [12][249/553] Time 2.471 Data 0.001 Err 0.7482 top1 24.219 top5 7.031 | Epoch: [12][250/553] Time 2.457 Data 0.001 Err 0.7897 top1 17.969 top5 6.250 | Epoch: [12][251/553] Time 2.491 Data 0.001 Err 1.0897 top1 32.031 top5 11.719 | Epoch: [12][252/553] Time 2.513 Data 0.001 Err 0.9792 top1 26.562 top5 7.812 | Epoch: [12][253/553] Time 2.467 Data 0.001 Err 0.9575 top1 23.438 top5 8.594 | Epoch: [12][254/553] Time 2.445 Data 0.001 Err 0.8908 top1 24.219 top5 7.812 | Epoch: [12][255/553] Time 2.450 Data 0.001 Err 1.0539 top1 28.906 top5 10.938 | Epoch: [12][256/553] Time 2.482 Data 0.001 Err 1.0059 top1 30.469 top5 6.250 | Epoch: [12][257/553] Time 2.442 Data 0.001 Err 1.2113 top1 30.469 top5 12.500 | Epoch: [12][258/553] Time 2.444 Data 0.001 Err 0.8695 top1 23.438 top5 9.375 | Epoch: [12][259/553] Time 2.456 Data 0.001 Err 1.1577 top1 31.250 top5 12.500 | Epoch: [12][260/553] Time 2.478 Data 0.001 Err 1.1755 top1 32.812 top5 11.719 | Epoch: [12][261/553] Time 2.440 Data 0.001 Err 1.0889 top1 28.125 top5 9.375 | Epoch: [12][262/553] Time 2.457 Data 0.001 Err 1.0829 top1 30.469 top5 10.156 | Epoch: [12][263/553] Time 2.507 Data 0.001 Err 1.0520 top1 31.250 top5 6.250 | Epoch: [12][264/553] Time 2.472 Data 0.001 Err 0.8570 top1 21.094 top5 7.031 | Epoch: [12][265/553] Time 2.452 Data 0.001 Err 0.8797 top1 25.781 top5 7.031 | Epoch: [12][266/553] Time 2.454 Data 0.001 Err 1.2386 top1 31.250 top5 11.719 | Epoch: [12][267/553] Time 2.445 Data 0.001 Err 1.0774 top1 30.469 top5 6.250 | Epoch: [12][268/553] Time 2.433 Data 0.001 Err 0.7630 top1 23.438 top5 7.031 | Epoch: [12][269/553] Time 2.484 Data 0.001 Err 1.3076 top1 29.688 top5 12.500 | Epoch: [12][270/553] Time 2.448 Data 0.001 Err 0.8443 top1 24.219 top5 7.031 | Epoch: [12][271/553] Time 2.520 Data 0.001 Err 1.0639 top1 29.688 top5 10.156 | Epoch: [12][272/553] Time 2.440 Data 0.001 Err 0.9279 top1 25.000 top5 7.812 | Epoch: [12][273/553] Time 2.445 Data 0.001 Err 1.0957 top1 32.812 top5 10.156 | Epoch: [12][274/553] Time 2.440 Data 0.001 Err 0.9277 top1 25.781 top5 7.812 | Epoch: [12][275/553] Time 2.452 Data 0.001 Err 1.2310 top1 29.688 top5 10.156 | Epoch: [12][276/553] Time 2.438 Data 0.001 Err 0.9463 top1 28.906 top5 9.375 | Epoch: [12][277/553] Time 2.476 Data 0.001 Err 0.7699 top1 21.094 top5 5.469 | Epoch: [12][278/553] Time 2.438 Data 0.001 Err 1.1618 top1 31.250 top5 12.500 | Epoch: [12][279/553] Time 2.441 Data 0.001 Err 1.1204 top1 30.469 top5 10.938 | Epoch: [12][280/553] Time 2.461 Data 0.001 Err 0.9839 top1 22.656 top5 10.938 | Epoch: [12][281/553] Time 2.478 Data 0.000 Err 1.1525 top1 32.031 top5 10.156 | Epoch: [12][282/553] Time 2.460 Data 0.001 Err 1.0691 top1 26.562 top5 8.594 | Epoch: [12][283/553] Time 2.507 Data 0.000 Err 1.1355 top1 32.812 top5 14.844 | Epoch: [12][284/553] Time 2.462 Data 0.001 Err 1.2400 top1 33.594 top5 15.625 | Epoch: [12][285/553] Time 2.511 Data 0.001 Err 0.9739 top1 25.781 top5 8.594 | Epoch: [12][286/553] Time 2.446 Data 0.002 Err 1.0483 top1 28.906 top5 8.594 | Epoch: [12][287/553] Time 2.446 Data 0.001 Err 0.9132 top1 23.438 top5 8.594 | Epoch: [12][288/553] Time 2.462 Data 0.001 Err 0.6715 top1 20.312 top5 4.688 | Epoch: [12][289/553] Time 2.453 Data 0.001 Err 1.0372 top1 27.344 top5 7.812 | Epoch: [12][290/553] Time 2.460 Data 0.001 Err 1.1919 top1 31.250 top5 10.156 | Epoch: [12][291/553] Time 2.452 Data 0.001 Err 1.2781 top1 30.469 top5 14.844 | Epoch: [12][292/553] Time 2.438 Data 0.001 Err 0.8534 top1 23.438 top5 7.031 | Epoch: [12][293/553] Time 2.437 Data 0.001 Err 0.9460 top1 21.094 top5 12.500 | Epoch: [12][294/553] Time 2.444 Data 0.001 Err 0.8946 top1 26.562 top5 7.812 | Epoch: [12][295/553] Time 2.480 Data 0.001 Err 0.9392 top1 28.125 top5 7.031 | Epoch: [12][296/553] Time 2.444 Data 0.001 Err 1.2184 top1 29.688 top5 13.281 | Epoch: [12][297/553] Time 2.445 Data 0.001 Err 0.7485 top1 17.188 top5 6.250 | Epoch: [12][298/553] Time 2.445 Data 0.001 Err 0.9270 top1 28.906 top5 5.469 | Epoch: [12][299/553] Time 2.521 Data 0.001 Err 1.1014 top1 28.906 top5 10.156 | Epoch: [12][300/553] Time 2.483 Data 0.001 Err 0.8291 top1 21.094 top5 6.250 | Epoch: [12][301/553] Time 2.481 Data 0.001 Err 0.8352 top1 21.875 top5 4.688 | Epoch: [12][302/553] Time 2.450 Data 0.001 Err 0.7851 top1 20.312 top5 7.812 | Epoch: [12][303/553] Time 2.442 Data 0.001 Err 1.0388 top1 32.031 top5 10.156 | Epoch: [12][304/553] Time 2.468 Data 0.001 Err 0.9952 top1 28.125 top5 10.938 | Epoch: [12][305/553] Time 2.437 Data 0.001 Err 0.9825 top1 23.438 top5 10.156 | Epoch: [12][306/553] Time 2.468 Data 0.001 Err 1.0207 top1 28.906 top5 10.156 | Epoch: [12][307/553] Time 2.450 Data 0.001 Err 0.9166 top1 28.906 top5 8.594 | Epoch: [12][308/553] Time 2.438 Data 0.001 Err 1.0066 top1 25.000 top5 9.375 | Epoch: [12][309/553] Time 2.455 Data 0.000 Err 1.0157 top1 31.250 top5 10.938 | Epoch: [12][310/553] Time 2.450 Data 0.001 Err 1.1623 top1 27.344 top5 10.938 | Epoch: [12][311/553] Time 2.442 Data 0.001 Err 0.8634 top1 21.094 top5 9.375 | Epoch: [12][312/553] Time 2.436 Data 0.001 Err 1.1644 top1 31.250 top5 11.719 | Epoch: [12][313/553] Time 2.468 Data 0.001 Err 1.0879 top1 25.781 top5 9.375 | Epoch: [12][314/553] Time 2.462 Data 0.001 Err 1.0602 top1 28.125 top5 10.156 | Epoch: [12][315/553] Time 2.443 Data 0.001 Err 1.1709 top1 32.031 top5 11.719 | Epoch: [12][316/553] Time 2.442 Data 0.001 Err 0.8838 top1 21.875 top5 8.594 | Epoch: [12][317/553] Time 2.460 Data 0.001 Err 0.6860 top1 20.312 top5 3.125 | Epoch: [12][318/553] Time 2.453 Data 0.001 Err 1.0143 top1 27.344 top5 6.250 | Epoch: [12][319/553] Time 2.440 Data 0.001 Err 0.9850 top1 22.656 top5 10.938 | Epoch: [12][320/553] Time 2.487 Data 0.001 Err 1.0639 top1 26.562 top5 10.938 | Epoch: [12][321/553] Time 2.442 Data 0.001 Err 1.1230 top1 31.250 top5 11.719 | Epoch: [12][322/553] Time 2.453 Data 0.001 Err 1.0186 top1 28.906 top5 8.594 | Epoch: [12][323/553] Time 2.444 Data 0.001 Err 0.9778 top1 25.781 top5 8.594 | Epoch: [12][324/553] Time 2.478 Data 0.003 Err 1.1210 top1 33.594 top5 7.031 | Epoch: [12][325/553] Time 2.449 Data 0.000 Err 1.0755 top1 29.688 top5 8.594 | Epoch: [12][326/553] Time 2.456 Data 0.001 Err 0.8487 top1 26.562 top5 7.031 | Epoch: [12][327/553] Time 2.475 Data 0.001 Err 0.8879 top1 21.094 top5 5.469 | Epoch: [12][328/553] Time 2.441 Data 0.001 Err 1.1764 top1 35.938 top5 10.938 | Epoch: [12][329/553] Time 2.498 Data 0.001 Err 0.8564 top1 25.000 top5 5.469 | Epoch: [12][330/553] Time 2.446 Data 0.001 Err 1.1714 top1 25.781 top5 11.719 | Epoch: [12][331/553] Time 2.477 Data 0.001 Err 1.3700 top1 39.844 top5 10.156 | Epoch: [12][332/553] Time 2.453 Data 0.001 Err 1.1385 top1 27.344 top5 10.156 | Epoch: [12][333/553] Time 2.506 Data 0.001 Err 0.8072 top1 25.000 top5 5.469 | Epoch: [12][334/553] Time 2.457 Data 0.001 Err 0.9304 top1 21.875 top5 9.375 | Epoch: [12][335/553] Time 2.452 Data 0.001 Err 0.9661 top1 23.438 top5 10.938 | Epoch: [12][336/553] Time 2.444 Data 0.000 Err 1.2231 top1 31.250 top5 14.844 | Epoch: [12][337/553] Time 2.473 Data 0.001 Err 0.8180 top1 22.656 top5 6.250 | Epoch: [12][338/553] Time 2.448 Data 0.001 Err 0.7418 top1 20.312 top5 4.688 | Epoch: [12][339/553] Time 2.457 Data 0.001 Err 0.8888 top1 21.875 top5 10.156 | Epoch: [12][340/553] Time 2.435 Data 0.001 Err 0.9546 top1 26.562 top5 7.812 | Epoch: [12][341/553] Time 2.438 Data 0.001 Err 1.2520 top1 35.156 top5 14.062 | Epoch: [12][342/553] Time 2.447 Data 0.001 Err 0.9702 top1 28.125 top5 7.812 | Epoch: [12][343/553] Time 2.442 Data 0.003 Err 0.9190 top1 25.000 top5 6.250 | Epoch: [12][344/553] Time 2.438 Data 0.001 Err 0.9862 top1 25.000 top5 9.375 | Epoch: [12][345/553] Time 2.458 Data 0.001 Err 1.2533 top1 32.031 top5 10.156 | Epoch: [12][346/553] Time 2.454 Data 0.001 Err 1.1006 top1 32.031 top5 7.031 | Epoch: [12][347/553] Time 2.483 Data 0.001 Err 1.1449 top1 27.344 top5 10.156 | Epoch: [12][348/553] Time 2.470 Data 0.001 Err 1.0900 top1 28.125 top5 10.156 | Epoch: [12][349/553] Time 2.440 Data 0.001 Err 0.9172 top1 20.312 top5 7.031 | Epoch: [12][350/553] Time 2.450 Data 0.001 Err 0.8425 top1 21.094 top5 9.375 | Epoch: [12][351/553] Time 2.469 Data 0.001 Err 1.0998 top1 25.781 top5 9.375 | Epoch: [12][352/553] Time 2.445 Data 0.001 Err 0.8457 top1 24.219 top5 7.031 | Epoch: [12][353/553] Time 2.444 Data 0.001 Err 1.0405 top1 26.562 top5 7.031 | Epoch: [12][354/553] Time 2.449 Data 0.001 Err 1.0415 top1 27.344 top5 9.375 | Epoch: [12][355/553] Time 2.448 Data 0.001 Err 0.9181 top1 27.344 top5 8.594 | Epoch: [12][356/553] Time 2.444 Data 0.001 Err 1.4530 top1 30.469 top5 15.625 | Epoch: [12][357/553] Time 2.448 Data 0.001 Err 1.2429 top1 32.031 top5 13.281 | Epoch: [12][358/553] Time 2.452 Data 0.001 Err 1.0201 top1 28.906 top5 10.156 | Epoch: [12][359/553] Time 2.437 Data 0.001 Err 1.0061 top1 27.344 top5 9.375 | Epoch: [12][360/553] Time 2.463 Data 0.001 Err 0.9953 top1 26.562 top5 4.688 | Epoch: [12][361/553] Time 2.446 Data 0.001 Err 1.2955 top1 32.812 top5 12.500 | Epoch: [12][362/553] Time 2.489 Data 0.005 Err 0.9896 top1 26.562 top5 10.156 | Epoch: [12][363/553] Time 2.437 Data 0.001 Err 0.9186 top1 25.781 top5 6.250 | Epoch: [12][364/553] Time 2.479 Data 0.001 Err 1.0173 top1 24.219 top5 7.812 | Epoch: [12][365/553] Time 2.455 Data 0.001 Err 0.9849 top1 25.781 top5 10.938 | Epoch: [12][366/553] Time 2.451 Data 0.001 Err 0.7831 top1 22.656 top5 6.250 | Epoch: [12][367/553] Time 2.454 Data 0.000 Err 1.0965 top1 29.688 top5 9.375 | Epoch: [12][368/553] Time 2.479 Data 0.001 Err 1.2773 top1 31.250 top5 15.625 | Epoch: [12][369/553] Time 2.439 Data 0.001 Err 0.8952 top1 25.000 top5 6.250 | Epoch: [12][370/553] Time 2.453 Data 0.001 Err 0.8727 top1 24.219 top5 7.031 | Epoch: [12][371/553] Time 2.439 Data 0.001 Err 0.8517 top1 22.656 top5 6.250 | Epoch: [12][372/553] Time 2.488 Data 0.001 Err 0.7847 top1 20.312 top5 8.594 | Epoch: [12][373/553] Time 2.485 Data 0.001 Err 0.9898 top1 27.344 top5 10.156 | Epoch: [12][374/553] Time 2.434 Data 0.001 Err 0.9507 top1 28.906 top5 6.250 | Epoch: [12][375/553] Time 2.443 Data 0.001 Err 0.9326 top1 27.344 top5 8.594 | Epoch: [12][376/553] Time 2.463 Data 0.001 Err 0.6221 top1 15.625 top5 4.688 | Epoch: [12][377/553] Time 2.446 Data 0.001 Err 1.2097 top1 29.688 top5 14.062 | Epoch: [12][378/553] Time 2.432 Data 0.001 Err 1.0121 top1 24.219 top5 8.594 | Epoch: [12][379/553] Time 2.460 Data 0.001 Err 1.0711 top1 31.250 top5 10.156 | Epoch: [12][380/553] Time 2.456 Data 0.001 Err 1.0275 top1 30.469 top5 11.719 | Epoch: [12][381/553] Time 2.442 Data 0.001 Err 1.0899 top1 28.125 top5 11.719 | Epoch: [12][382/553] Time 2.440 Data 0.000 Err 1.0021 top1 29.688 top5 9.375 | Epoch: [12][383/553] Time 2.436 Data 0.001 Err 0.8446 top1 22.656 top5 6.250 | Epoch: [12][384/553] Time 2.435 Data 0.000 Err 0.9357 top1 24.219 top5 11.719 | Epoch: [12][385/553] Time 2.479 Data 0.001 Err 0.9393 top1 24.219 top5 7.812 | Epoch: [12][386/553] Time 2.448 Data 0.001 Err 1.1621 top1 36.719 top5 8.594 | Epoch: [12][387/553] Time 2.474 Data 0.001 Err 1.1039 top1 27.344 top5 10.156 | Epoch: [12][388/553] Time 2.434 Data 0.001 Err 0.9711 top1 22.656 top5 11.719 | Epoch: [12][389/553] Time 2.494 Data 0.001 Err 1.1317 top1 32.031 top5 9.375 | Epoch: [12][390/553] Time 2.447 Data 0.001 Err 1.0874 top1 26.562 top5 8.594 | Epoch: [12][391/553] Time 2.466 Data 0.001 Err 1.1258 top1 30.469 top5 13.281 | Epoch: [12][392/553] Time 2.458 Data 0.001 Err 0.7538 top1 22.656 top5 3.906 | Epoch: [12][393/553] Time 2.483 Data 0.001 Err 0.7202 top1 20.312 top5 3.125 | Epoch: [12][394/553] Time 2.503 Data 0.000 Err 1.1443 top1 32.031 top5 9.375 | Epoch: [12][395/553] Time 2.437 Data 0.001 Err 1.0731 top1 29.688 top5 9.375 | Epoch: [12][396/553] Time 2.442 Data 0.001 Err 0.9275 top1 21.875 top5 10.156 | Epoch: [12][397/553] Time 2.438 Data 0.001 Err 0.9196 top1 24.219 top5 8.594 | Epoch: [12][398/553] Time 2.457 Data 0.001 Err 0.7202 top1 16.406 top5 3.906 | Epoch: [12][399/553] Time 2.474 Data 0.001 Err 0.8257 top1 21.875 top5 5.469 | Epoch: [12][400/553] Time 2.441 Data 0.001 Err 1.0555 top1 24.219 top5 10.156 | Epoch: [12][401/553] Time 2.448 Data 0.001 Err 0.8476 top1 25.781 top5 9.375 | Epoch: [12][402/553] Time 2.449 Data 0.001 Err 0.9629 top1 25.781 top5 7.812 | Epoch: [12][403/553] Time 2.441 Data 0.001 Err 0.8970 top1 24.219 top5 7.031 | Epoch: [12][404/553] Time 2.456 Data 0.001 Err 1.0929 top1 25.781 top5 10.938 | Epoch: [12][405/553] Time 2.523 Data 0.001 Err 0.9489 top1 25.781 top5 6.250 | Epoch: [12][406/553] Time 2.453 Data 0.001 Err 1.1607 top1 32.812 top5 14.062 | Epoch: [12][407/553] Time 2.475 Data 0.001 Err 0.7447 top1 22.656 top5 5.469 | Epoch: [12][408/553] Time 2.448 Data 0.001 Err 1.1299 top1 29.688 top5 10.938 | Epoch: [12][409/553] Time 2.500 Data 0.001 Err 1.2290 top1 30.469 top5 11.719 | Epoch: [12][410/553] Time 2.459 Data 0.001 Err 0.9761 top1 29.688 top5 5.469 | Epoch: [12][411/553] Time 2.439 Data 0.001 Err 1.0892 top1 25.781 top5 10.938 | Epoch: [12][412/553] Time 2.475 Data 0.001 Err 1.0273 top1 29.688 top5 10.938 | Epoch: [12][413/553] Time 2.458 Data 0.001 Err 1.1119 top1 31.250 top5 10.156 | Epoch: [12][414/553] Time 2.449 Data 0.001 Err 0.8615 top1 21.094 top5 6.250 | Epoch: [12][415/553] Time 2.481 Data 0.001 Err 0.9787 top1 28.125 top5 7.031 | Epoch: [12][416/553] Time 2.437 Data 0.001 Err 0.9279 top1 27.344 top5 8.594 | Epoch: [12][417/553] Time 2.436 Data 0.001 Err 1.0944 top1 32.031 top5 5.469 | Epoch: [12][418/553] Time 2.452 Data 0.001 Err 1.0027 top1 28.125 top5 10.156 | Epoch: [12][419/553] Time 2.446 Data 0.003 Err 1.2802 top1 35.156 top5 14.844 | Epoch: [12][420/553] Time 2.444 Data 0.001 Err 1.2952 top1 31.250 top5 12.500 | Epoch: [12][421/553] Time 2.441 Data 0.001 Err 1.0215 top1 25.781 top5 9.375 | Epoch: [12][422/553] Time 2.443 Data 0.000 Err 0.9803 top1 24.219 top5 9.375 | Epoch: [12][423/553] Time 2.483 Data 0.001 Err 1.2838 top1 33.594 top5 12.500 | Epoch: [12][424/553] Time 2.454 Data 0.001 Err 1.2256 top1 28.906 top5 11.719 | Epoch: [12][425/553] Time 2.441 Data 0.001 Err 1.2304 top1 29.688 top5 13.281 | Epoch: [12][426/553] Time 2.451 Data 0.001 Err 0.8891 top1 23.438 top5 5.469 | Epoch: [12][427/553] Time 2.467 Data 0.001 Err 0.7628 top1 19.531 top5 4.688 | Epoch: [12][428/553] Time 2.444 Data 0.001 Err 1.1449 top1 29.688 top5 10.156 | Epoch: [12][429/553] Time 2.446 Data 0.001 Err 1.0573 top1 30.469 top5 11.719 | Epoch: [12][430/553] Time 2.454 Data 0.001 Err 0.9566 top1 21.875 top5 7.031 | Epoch: [12][431/553] Time 2.469 Data 0.001 Err 1.2762 top1 28.906 top5 10.156 | Epoch: [12][432/553] Time 2.447 Data 0.001 Err 1.0440 top1 25.781 top5 6.250 | Epoch: [12][433/553] Time 2.462 Data 0.001 Err 0.9238 top1 25.000 top5 8.594 | Epoch: [12][434/553] Time 2.450 Data 0.001 Err 0.8123 top1 21.875 top5 4.688 | Epoch: [12][435/553] Time 2.486 Data 0.001 Err 0.8927 top1 20.312 top5 7.031 | Epoch: [12][436/553] Time 2.448 Data 0.001 Err 1.1661 top1 31.250 top5 12.500 | Epoch: [12][437/553] Time 2.474 Data 0.001 Err 1.0371 top1 25.781 top5 9.375 | Epoch: [12][438/553] Time 2.446 Data 0.004 Err 1.0396 top1 28.125 top5 10.938 | Epoch: [12][439/553] Time 2.468 Data 0.001 Err 1.1154 top1 26.562 top5 10.156 | Epoch: [12][440/553] Time 2.455 Data 0.001 Err 1.0577 top1 27.344 top5 9.375 | Epoch: [12][441/553] Time 2.438 Data 0.001 Err 1.0524 top1 28.125 top5 6.250 | Epoch: [12][442/553] Time 2.451 Data 0.001 Err 0.8271 top1 25.781 top5 3.906 | Epoch: [12][443/553] Time 2.443 Data 0.001 Err 0.9391 top1 30.469 top5 4.688 | Epoch: [12][444/553] Time 2.445 Data 0.001 Err 0.8303 top1 21.875 top5 5.469 | Epoch: [12][445/553] Time 2.458 Data 0.001 Err 0.9987 top1 25.781 top5 11.719 | Epoch: [12][446/553] Time 2.442 Data 0.001 Err 0.8646 top1 25.000 top5 7.031 | Epoch: [12][447/553] Time 2.439 Data 0.001 Err 1.0587 top1 25.000 top5 9.375 | Epoch: [12][448/553] Time 2.475 Data 0.001 Err 0.9270 top1 25.000 top5 8.594 | Epoch: [12][449/553] Time 2.481 Data 0.001 Err 1.0211 top1 25.000 top5 10.156 | Epoch: [12][450/553] Time 2.455 Data 0.001 Err 0.8119 top1 21.094 top5 6.250 | Epoch: [12][451/553] Time 2.441 Data 0.000 Err 1.1986 top1 31.250 top5 11.719 | Epoch: [12][452/553] Time 2.432 Data 0.000 Err 1.0372 top1 27.344 top5 10.938 | Epoch: [12][453/553] Time 2.438 Data 0.001 Err 1.0970 top1 27.344 top5 12.500 | Epoch: [12][454/553] Time 2.491 Data 0.001 Err 1.1217 top1 30.469 top5 11.719 | Epoch: [12][455/553] Time 2.459 Data 0.001 Err 1.0454 top1 28.125 top5 10.156 | Epoch: [12][456/553] Time 2.431 Data 0.001 Err 0.9945 top1 24.219 top5 9.375 | Epoch: [12][457/553] Time 2.448 Data 0.002 Err 0.8455 top1 22.656 top5 7.812 | Epoch: [12][458/553] Time 2.456 Data 0.001 Err 0.8539 top1 24.219 top5 5.469 | Epoch: [12][459/553] Time 2.461 Data 0.001 Err 1.1388 top1 27.344 top5 12.500 | Epoch: [12][460/553] Time 2.446 Data 0.001 Err 0.8552 top1 24.219 top5 5.469 | Epoch: [12][461/553] Time 2.468 Data 0.001 Err 0.9703 top1 23.438 top5 7.812 | Epoch: [12][462/553] Time 2.454 Data 0.000 Err 0.7120 top1 19.531 top5 3.906 | Epoch: [12][463/553] Time 2.468 Data 0.001 Err 1.0970 top1 29.688 top5 9.375 | Epoch: [12][464/553] Time 2.450 Data 0.001 Err 1.3124 top1 33.594 top5 16.406 | Epoch: [12][465/553] Time 2.443 Data 0.002 Err 1.0224 top1 25.000 top5 8.594 | Epoch: [12][466/553] Time 2.476 Data 0.001 Err 0.9016 top1 24.219 top5 5.469 | Epoch: [12][467/553] Time 2.438 Data 0.001 Err 1.0045 top1 23.438 top5 9.375 | Epoch: [12][468/553] Time 2.437 Data 0.001 Err 0.9139 top1 22.656 top5 8.594 | Epoch: [12][469/553] Time 2.458 Data 0.001 Err 1.0551 top1 28.125 top5 9.375 | Epoch: [12][470/553] Time 2.443 Data 0.001 Err 0.9589 top1 24.219 top5 7.812 | Epoch: [12][471/553] Time 2.465 Data 0.000 Err 1.1220 top1 27.344 top5 13.281 | Epoch: [12][472/553] Time 2.473 Data 0.001 Err 0.9479 top1 27.344 top5 7.031 | Epoch: [12][473/553] Time 2.436 Data 0.001 Err 1.0002 top1 29.688 top5 7.812 | Epoch: [12][474/553] Time 2.474 Data 0.001 Err 1.1145 top1 28.125 top5 10.156 | Epoch: [12][475/553] Time 2.438 Data 0.001 Err 0.9080 top1 19.531 top5 8.594 | Epoch: [12][476/553] Time 2.439 Data 0.003 Err 1.0578 top1 28.906 top5 8.594 | Epoch: [12][477/553] Time 2.463 Data 0.001 Err 0.9215 top1 25.000 top5 7.812 | Epoch: [12][478/553] Time 2.520 Data 0.000 Err 1.1507 top1 30.469 top5 10.156 | Epoch: [12][479/553] Time 2.464 Data 0.001 Err 1.0498 top1 26.562 top5 7.031 | Epoch: [12][480/553] Time 2.465 Data 0.001 Err 1.1094 top1 22.656 top5 10.938 | Epoch: [12][481/553] Time 2.521 Data 0.001 Err 1.0673 top1 27.344 top5 10.156 | Epoch: [12][482/553] Time 2.471 Data 0.001 Err 0.8375 top1 23.438 top5 7.031 | Epoch: [12][483/553] Time 2.467 Data 0.001 Err 0.8752 top1 25.000 top5 7.812 | Epoch: [12][484/553] Time 2.467 Data 0.001 Err 0.8946 top1 25.000 top5 7.812 | Epoch: [12][485/553] Time 2.460 Data 0.001 Err 1.0249 top1 25.000 top5 8.594 | Epoch: [12][486/553] Time 2.462 Data 0.001 Err 0.7455 top1 22.656 top5 4.688 | Epoch: [12][487/553] Time 2.472 Data 0.001 Err 0.9325 top1 20.312 top5 7.812 | Epoch: [12][488/553] Time 2.498 Data 0.001 Err 0.8733 top1 24.219 top5 6.250 | Epoch: [12][489/553] Time 2.438 Data 0.001 Err 1.2538 top1 33.594 top5 10.938 | Epoch: [12][490/553] Time 2.473 Data 0.001 Err 1.0057 top1 30.469 top5 6.250 | Epoch: [12][491/553] Time 2.484 Data 0.001 Err 1.1352 top1 31.250 top5 12.500 | Epoch: [12][492/553] Time 2.461 Data 0.001 Err 1.0569 top1 28.906 top5 8.594 | Epoch: [12][493/553] Time 2.445 Data 0.001 Err 0.8750 top1 22.656 top5 8.594 | Epoch: [12][494/553] Time 2.467 Data 0.001 Err 0.9471 top1 28.125 top5 11.719 | Epoch: [12][495/553] Time 2.435 Data 0.004 Err 1.0350 top1 27.344 top5 12.500 | Epoch: [12][496/553] Time 2.439 Data 0.001 Err 1.1507 top1 25.000 top5 12.500 | Epoch: [12][497/553] Time 2.482 Data 0.001 Err 1.1636 top1 31.250 top5 11.719 | Epoch: [12][498/553] Time 2.509 Data 0.000 Err 0.9790 top1 25.781 top5 10.156 | Epoch: [12][499/553] Time 2.446 Data 0.001 Err 0.8219 top1 25.000 top5 5.469 | Epoch: [12][500/553] Time 2.454 Data 0.001 Err 1.3356 top1 32.812 top5 14.062 | Epoch: [12][501/553] Time 2.443 Data 0.001 Err 1.0344 top1 29.688 top5 10.156 | Epoch: [12][502/553] Time 2.463 Data 0.001 Err 0.9563 top1 24.219 top5 7.812 | Epoch: [12][503/553] Time 2.440 Data 0.001 Err 1.0468 top1 25.781 top5 10.156 | Epoch: [12][504/553] Time 2.484 Data 0.001 Err 1.2041 top1 31.250 top5 11.719 | Epoch: [12][505/553] Time 2.448 Data 0.001 Err 0.9029 top1 25.781 top5 7.031 | Epoch: [12][506/553] Time 2.473 Data 0.001 Err 1.0462 top1 32.031 top5 11.719 | Epoch: [12][507/553] Time 2.451 Data 0.001 Err 0.9271 top1 26.562 top5 7.812 | Epoch: [12][508/553] Time 2.447 Data 0.001 Err 1.0915 top1 26.562 top5 9.375 | Epoch: [12][509/553] Time 2.441 Data 0.001 Err 1.0628 top1 28.906 top5 10.156 | Epoch: [12][510/553] Time 2.473 Data 0.001 Err 0.9920 top1 26.562 top5 5.469 | Epoch: [12][511/553] Time 2.470 Data 0.001 Err 0.9596 top1 28.125 top5 8.594 | Epoch: [12][512/553] Time 2.480 Data 0.001 Err 0.8125 top1 20.312 top5 4.688 | Epoch: [12][513/553] Time 2.446 Data 0.001 Err 1.2087 top1 32.812 top5 10.156 | Epoch: [12][514/553] Time 2.465 Data 0.003 Err 1.0135 top1 27.344 top5 8.594 | Epoch: [12][515/553] Time 2.433 Data 0.001 Err 0.7508 top1 16.406 top5 7.812 | Epoch: [12][516/553] Time 2.445 Data 0.001 Err 1.2116 top1 30.469 top5 7.031 | Epoch: [12][517/553] Time 2.450 Data 0.001 Err 1.1101 top1 27.344 top5 11.719 | Epoch: [12][518/553] Time 2.478 Data 0.000 Err 1.1923 top1 29.688 top5 11.719 | Epoch: [12][519/553] Time 2.502 Data 0.001 Err 1.1030 top1 29.688 top5 11.719 | Epoch: [12][520/553] Time 2.454 Data 0.001 Err 1.0286 top1 26.562 top5 6.250 | Epoch: [12][521/553] Time 2.429 Data 0.001 Err 0.9804 top1 22.656 top5 7.812 | Epoch: [12][522/553] Time 2.446 Data 0.001 Err 0.9852 top1 25.000 top5 9.375 | Epoch: [12][523/553] Time 2.448 Data 0.001 Err 0.9413 top1 27.344 top5 5.469 | Epoch: [12][524/553] Time 2.466 Data 0.001 Err 0.9153 top1 24.219 top5 6.250 | Epoch: [12][525/553] Time 2.463 Data 0.000 Err 1.0985 top1 31.250 top5 11.719 | Epoch: [12][526/553] Time 2.518 Data 0.001 Err 1.1354 top1 32.031 top5 6.250 | Epoch: [12][527/553] Time 2.464 Data 0.001 Err 0.9302 top1 20.312 top5 9.375 | Epoch: [12][528/553] Time 2.477 Data 0.000 Err 1.2423 top1 33.594 top5 11.719 | Epoch: [12][529/553] Time 2.453 Data 0.001 Err 1.1200 top1 28.906 top5 11.719 | Epoch: [12][530/553] Time 2.465 Data 0.001 Err 0.8782 top1 22.656 top5 7.031 | Epoch: [12][531/553] Time 2.449 Data 0.001 Err 0.9727 top1 25.000 top5 7.031 | Epoch: [12][532/553] Time 2.514 Data 0.001 Err 1.1186 top1 28.906 top5 10.156 | Epoch: [12][533/553] Time 2.443 Data 0.001 Err 0.9459 top1 25.000 top5 7.031 | Epoch: [12][534/553] Time 2.483 Data 0.001 Err 1.0622 top1 28.906 top5 8.594 | Epoch: [12][535/553] Time 2.457 Data 0.001 Err 0.9819 top1 26.562 top5 10.156 | Epoch: [12][536/553] Time 2.438 Data 0.000 Err 0.8919 top1 18.750 top5 8.594 | Epoch: [12][537/553] Time 2.477 Data 0.001 Err 0.9909 top1 24.219 top5 10.156 | Epoch: [12][538/553] Time 2.464 Data 0.001 Err 1.1032 top1 27.344 top5 11.719 | Epoch: [12][539/553] Time 2.502 Data 0.001 Err 1.0221 top1 27.344 top5 9.375 | Epoch: [12][540/553] Time 2.446 Data 0.001 Err 1.2181 top1 25.781 top5 9.375 | Epoch: [12][541/553] Time 2.442 Data 0.001 Err 1.0377 top1 29.688 top5 10.156 | Epoch: [12][542/553] Time 2.471 Data 0.001 Err 1.0561 top1 27.344 top5 11.719 | Epoch: [12][543/553] Time 2.437 Data 0.000 Err 0.9561 top1 27.344 top5 8.594 | Epoch: [12][544/553] Time 2.430 Data 0.000 Err 1.1886 top1 31.250 top5 13.281 | Epoch: [12][545/553] Time 2.445 Data 0.000 Err 0.9664 top1 23.438 top5 7.812 | Epoch: [12][546/553] Time 2.444 Data 0.000 Err 0.8105 top1 25.781 top5 5.469 | Epoch: [12][547/553] Time 2.442 Data 0.000 Err 1.2261 top1 29.688 top5 15.625 | Epoch: [12][548/553] Time 2.455 Data 0.000 Err 0.8638 top1 21.875 top5 8.594 | Epoch: [12][549/553] Time 2.436 Data 0.000 Err 1.0092 top1 24.219 top5 12.500 | Epoch: [12][550/553] Time 2.442 Data 0.000 Err 1.1352 top1 30.469 top5 11.719 | Epoch: [12][551/553] Time 2.444 Data 0.000 Err 1.1394 top1 26.562 top5 13.281 | Epoch: [12][552/553] Time 2.441 Data 0.000 Err 0.9302 top1 25.781 top5 9.375 | Epoch: [12][553/553] Time 1.028 Data 0.000 Err 1.2460 top1 25.000 top5 13.636 | Test: [12][1/198] Time 2.415 Data 1.689 top1 48.438 ( 48.438) top5 19.531 ( 19.531) | Test: [12][2/198] Time 0.717 Data 0.001 top1 43.750 ( 46.094) top5 17.188 ( 18.359) | Test: [12][3/198] Time 0.712 Data 0.000 top1 45.312 ( 45.833) top5 20.312 ( 19.010) | Test: [12][4/198] Time 0.717 Data 0.001 top1 40.625 ( 44.531) top5 19.531 ( 19.141) | Test: [12][5/198] Time 0.719 Data 0.001 top1 53.906 ( 46.406) top5 23.438 ( 20.000) | Test: [12][6/198] Time 0.726 Data 0.001 top1 52.344 ( 47.396) top5 23.438 ( 20.573) | Test: [12][7/198] Time 0.726 Data 0.001 top1 42.188 ( 46.652) top5 18.750 ( 20.312) | Test: [12][8/198] Time 0.723 Data 0.001 top1 43.750 ( 46.289) top5 18.750 ( 20.117) | Test: [12][9/198] Time 0.713 Data 0.001 top1 44.531 ( 46.094) top5 18.750 ( 19.965) | Test: [12][10/198] Time 0.716 Data 0.001 top1 47.656 ( 46.250) top5 23.438 ( 20.312) | Test: [12][11/198] Time 0.717 Data 0.001 top1 42.188 ( 45.881) top5 16.406 ( 19.957) | Test: [12][12/198] Time 0.718 Data 0.001 top1 48.438 ( 46.094) top5 18.750 ( 19.857) | Test: [12][13/198] Time 0.711 Data 0.001 top1 50.781 ( 46.454) top5 24.219 ( 20.192) | Test: [12][14/198] Time 0.730 Data 0.001 top1 46.875 ( 46.484) top5 24.219 ( 20.480) | Test: [12][15/198] Time 0.718 Data 0.001 top1 45.312 ( 46.406) top5 23.438 ( 20.677) | Test: [12][16/198] Time 0.741 Data 0.001 top1 50.781 ( 46.680) top5 21.094 ( 20.703) | Test: [12][17/198] Time 0.735 Data 0.001 top1 46.094 ( 46.645) top5 19.531 ( 20.634) | Test: [12][18/198] Time 0.719 Data 0.001 top1 49.219 ( 46.788) top5 22.656 ( 20.747) | Test: [12][19/198] Time 0.724 Data 0.001 top1 50.000 ( 46.957) top5 24.219 ( 20.929) | Test: [12][20/198] Time 0.726 Data 0.001 top1 48.438 ( 47.031) top5 18.750 ( 20.820) | Test: [12][21/198] Time 0.722 Data 0.001 top1 46.875 ( 47.024) top5 13.281 ( 20.461) | Test: [12][22/198] Time 0.716 Data 0.001 top1 50.000 ( 47.159) top5 22.656 ( 20.561) | Test: [12][23/198] Time 0.724 Data 0.001 top1 53.906 ( 47.452) top5 29.688 ( 20.958) | Test: [12][24/198] Time 0.716 Data 0.001 top1 46.094 ( 47.396) top5 18.750 ( 20.866) | Test: [12][25/198] Time 0.718 Data 0.001 top1 42.188 ( 47.188) top5 20.312 ( 20.844) | Test: [12][26/198] Time 0.726 Data 0.001 top1 58.594 ( 47.626) top5 23.438 ( 20.944) | Test: [12][27/198] Time 0.798 Data 0.001 top1 45.312 ( 47.541) top5 17.188 ( 20.804) | Test: [12][28/198] Time 0.736 Data 0.001 top1 42.188 ( 47.349) top5 21.875 ( 20.843) | Test: [12][29/198] Time 0.772 Data 0.001 top1 47.656 ( 47.360) top5 17.188 ( 20.717) | Test: [12][30/198] Time 0.734 Data 0.001 top1 42.969 ( 47.214) top5 17.188 ( 20.599) | Test: [12][31/198] Time 0.774 Data 0.001 top1 42.969 ( 47.077) top5 17.188 ( 20.489) | Test: [12][32/198] Time 0.751 Data 0.001 top1 47.656 ( 47.095) top5 17.969 ( 20.410) | Test: [12][33/198] Time 0.722 Data 0.000 top1 46.094 ( 47.064) top5 19.531 ( 20.384) | Test: [12][34/198] Time 0.724 Data 0.001 top1 45.312 ( 47.013) top5 21.094 ( 20.404) | Test: [12][35/198] Time 0.716 Data 0.001 top1 39.844 ( 46.808) top5 16.406 ( 20.290) | Test: [12][36/198] Time 0.716 Data 0.001 top1 45.312 ( 46.766) top5 24.219 ( 20.399) | Test: [12][37/198] Time 0.718 Data 0.001 top1 44.531 ( 46.706) top5 17.188 ( 20.312) | Test: [12][38/198] Time 0.721 Data 0.001 top1 51.562 ( 46.834) top5 21.094 ( 20.333) | Test: [12][39/198] Time 0.722 Data 0.001 top1 56.250 ( 47.075) top5 25.000 ( 20.453) | Test: [12][40/198] Time 0.717 Data 0.001 top1 42.969 ( 46.973) top5 23.438 ( 20.527) | Test: [12][41/198] Time 0.799 Data 0.001 top1 57.031 ( 47.218) top5 19.531 ( 20.503) | Test: [12][42/198] Time 0.737 Data 0.001 top1 45.312 ( 47.173) top5 17.969 ( 20.443) | Test: [12][43/198] Time 0.730 Data 0.001 top1 51.562 ( 47.275) top5 18.750 ( 20.403) | Test: [12][44/198] Time 0.722 Data 0.001 top1 53.125 ( 47.408) top5 21.875 ( 20.437) | Test: [12][45/198] Time 0.727 Data 0.001 top1 43.750 ( 47.326) top5 17.969 ( 20.382) | Test: [12][46/198] Time 0.759 Data 0.001 top1 43.750 ( 47.249) top5 16.406 ( 20.296) | Test: [12][47/198] Time 0.726 Data 0.000 top1 53.125 ( 47.374) top5 22.656 ( 20.346) | Test: [12][48/198] Time 0.723 Data 0.001 top1 45.312 ( 47.331) top5 17.969 ( 20.296) | Test: [12][49/198] Time 0.719 Data 0.001 top1 45.312 ( 47.290) top5 22.656 ( 20.344) | Test: [12][50/198] Time 0.715 Data 0.001 top1 50.781 ( 47.359) top5 18.750 ( 20.312) | Test: [12][51/198] Time 0.727 Data 0.001 top1 42.969 ( 47.273) top5 16.406 ( 20.236) | Test: [12][52/198] Time 0.790 Data 0.001 top1 44.531 ( 47.221) top5 17.969 ( 20.192) | Test: [12][53/198] Time 0.743 Data 0.001 top1 45.312 ( 47.185) top5 17.188 ( 20.136) | Test: [12][54/198] Time 0.791 Data 0.001 top1 51.562 ( 47.266) top5 24.219 ( 20.211) | Test: [12][55/198] Time 0.797 Data 0.001 top1 46.875 ( 47.259) top5 23.438 ( 20.270) | Test: [12][56/198] Time 0.737 Data 0.001 top1 39.062 ( 47.112) top5 17.188 ( 20.215) | Test: [12][57/198] Time 0.725 Data 0.000 top1 45.312 ( 47.081) top5 16.406 ( 20.148) | Test: [12][58/198] Time 0.718 Data 0.001 top1 53.906 ( 47.198) top5 20.312 ( 20.151) | Test: [12][59/198] Time 0.725 Data 0.001 top1 56.250 ( 47.352) top5 25.000 ( 20.233) | Test: [12][60/198] Time 0.718 Data 0.001 top1 46.875 ( 47.344) top5 21.875 ( 20.260) | Test: [12][61/198] Time 0.727 Data 0.001 top1 47.656 ( 47.349) top5 20.312 ( 20.261) | Test: [12][62/198] Time 0.722 Data 0.001 top1 50.000 ( 47.392) top5 17.969 ( 20.224) | Test: [12][63/198] Time 0.740 Data 0.001 top1 46.094 ( 47.371) top5 24.219 ( 20.288) | Test: [12][64/198] Time 0.718 Data 0.003 top1 43.750 ( 47.314) top5 19.531 ( 20.276) | Test: [12][65/198] Time 0.735 Data 0.001 top1 54.688 ( 47.428) top5 28.125 ( 20.397) | Test: [12][66/198] Time 0.722 Data 0.001 top1 39.062 ( 47.301) top5 14.844 ( 20.312) | Test: [12][67/198] Time 0.713 Data 0.001 top1 43.750 ( 47.248) top5 19.531 ( 20.301) | Test: [12][68/198] Time 0.718 Data 0.001 top1 47.656 ( 47.254) top5 23.438 ( 20.347) | Test: [12][69/198] Time 0.716 Data 0.002 top1 48.438 ( 47.271) top5 26.562 ( 20.437) | Test: [12][70/198] Time 0.774 Data 0.001 top1 49.219 ( 47.299) top5 19.531 ( 20.424) | Test: [12][71/198] Time 0.722 Data 0.001 top1 51.562 ( 47.359) top5 25.000 ( 20.489) | Test: [12][72/198] Time 0.732 Data 0.001 top1 51.562 ( 47.418) top5 20.312 ( 20.486) | Test: [12][73/198] Time 0.718 Data 0.001 top1 51.562 ( 47.474) top5 24.219 ( 20.537) | Test: [12][74/198] Time 0.727 Data 0.001 top1 45.312 ( 47.445) top5 19.531 ( 20.524) | Test: [12][75/198] Time 0.724 Data 0.001 top1 46.875 ( 47.438) top5 26.562 ( 20.604) | Test: [12][76/198] Time 0.718 Data 0.001 top1 44.531 ( 47.399) top5 17.969 ( 20.569) | Test: [12][77/198] Time 0.723 Data 0.001 top1 45.312 ( 47.372) top5 17.188 ( 20.526) | Test: [12][78/198] Time 0.720 Data 0.001 top1 50.000 ( 47.406) top5 17.969 ( 20.493) | Test: [12][79/198] Time 0.725 Data 0.001 top1 43.750 ( 47.360) top5 17.188 ( 20.451) | Test: [12][80/198] Time 0.725 Data 0.001 top1 50.000 ( 47.393) top5 30.469 ( 20.576) | Test: [12][81/198] Time 0.718 Data 0.001 top1 52.344 ( 47.454) top5 22.656 ( 20.602) | Test: [12][82/198] Time 0.720 Data 0.001 top1 56.250 ( 47.561) top5 21.875 ( 20.617) | Test: [12][83/198] Time 0.715 Data 0.001 top1 46.875 ( 47.553) top5 17.188 ( 20.576) | Test: [12][84/198] Time 0.788 Data 0.001 top1 42.188 ( 47.489) top5 20.312 ( 20.573) | Test: [12][85/198] Time 0.717 Data 0.001 top1 44.531 ( 47.454) top5 16.406 ( 20.524) | Test: [12][86/198] Time 0.721 Data 0.001 top1 46.094 ( 47.438) top5 22.656 ( 20.549) | Test: [12][87/198] Time 0.742 Data 0.001 top1 50.000 ( 47.468) top5 25.000 ( 20.600) | Test: [12][88/198] Time 0.730 Data 0.001 top1 45.312 ( 47.443) top5 18.750 ( 20.579) | Test: [12][89/198] Time 0.724 Data 0.001 top1 42.188 ( 47.384) top5 14.844 ( 20.514) | Test: [12][90/198] Time 0.726 Data 0.001 top1 50.000 ( 47.413) top5 19.531 ( 20.503) | Test: [12][91/198] Time 0.721 Data 0.001 top1 45.312 ( 47.390) top5 17.188 ( 20.467) | Test: [12][92/198] Time 0.714 Data 0.001 top1 43.750 ( 47.351) top5 17.188 ( 20.431) | Test: [12][93/198] Time 0.721 Data 0.001 top1 48.438 ( 47.362) top5 21.094 ( 20.439) | Test: [12][94/198] Time 0.716 Data 0.001 top1 43.750 ( 47.324) top5 17.188 ( 20.404) | Test: [12][95/198] Time 0.721 Data 0.001 top1 50.000 ( 47.352) top5 21.094 ( 20.411) | Test: [12][96/198] Time 0.719 Data 0.000 top1 53.125 ( 47.412) top5 21.094 ( 20.418) | Test: [12][97/198] Time 0.723 Data 0.001 top1 44.531 ( 47.382) top5 20.312 ( 20.417) | Test: [12][98/198] Time 0.722 Data 0.001 top1 48.438 ( 47.393) top5 22.656 ( 20.440) | Test: [12][99/198] Time 0.719 Data 0.001 top1 50.781 ( 47.427) top5 24.219 ( 20.478) | Test: [12][100/198] Time 0.731 Data 0.001 top1 41.406 ( 47.367) top5 20.312 ( 20.477) | Test: [12][101/198] Time 0.728 Data 0.001 top1 42.188 ( 47.316) top5 17.188 ( 20.444) | Test: [12][102/198] Time 0.725 Data 0.001 top1 42.969 ( 47.273) top5 21.094 ( 20.450) | Test: [12][103/198] Time 0.756 Data 0.001 top1 49.219 ( 47.292) top5 23.438 ( 20.479) | Test: [12][104/198] Time 0.718 Data 0.001 top1 44.531 ( 47.266) top5 16.406 ( 20.440) | Test: [12][105/198] Time 0.724 Data 0.001 top1 53.906 ( 47.329) top5 22.656 ( 20.461) | Test: [12][106/198] Time 0.718 Data 0.001 top1 50.000 ( 47.354) top5 28.125 ( 20.534) | Test: [12][107/198] Time 0.724 Data 0.001 top1 45.312 ( 47.335) top5 14.844 ( 20.480) | Test: [12][108/198] Time 0.735 Data 0.001 top1 44.531 ( 47.309) top5 18.750 ( 20.464) | Test: [12][109/198] Time 0.733 Data 0.001 top1 42.188 ( 47.262) top5 17.969 ( 20.442) | Test: [12][110/198] Time 0.783 Data 0.001 top1 50.000 ( 47.287) top5 21.875 ( 20.455) | Test: [12][111/198] Time 0.780 Data 0.001 top1 44.531 ( 47.262) top5 21.875 ( 20.467) | Test: [12][112/198] Time 0.802 Data 0.001 top1 50.781 ( 47.294) top5 26.562 ( 20.522) | Test: [12][113/198] Time 0.751 Data 0.001 top1 51.562 ( 47.331) top5 25.781 ( 20.568) | Test: [12][114/198] Time 0.721 Data 0.001 top1 53.125 ( 47.382) top5 25.000 ( 20.607) | Test: [12][115/198] Time 0.775 Data 0.001 top1 45.312 ( 47.364) top5 19.531 ( 20.598) | Test: [12][116/198] Time 0.716 Data 0.001 top1 55.469 ( 47.434) top5 21.094 ( 20.602) | Test: [12][117/198] Time 0.722 Data 0.001 top1 54.688 ( 47.496) top5 27.344 ( 20.660) | Test: [12][118/198] Time 0.726 Data 0.001 top1 46.094 ( 47.484) top5 16.406 ( 20.624) | Test: [12][119/198] Time 0.733 Data 0.001 top1 46.875 ( 47.479) top5 24.219 ( 20.654) | Test: [12][120/198] Time 0.721 Data 0.000 top1 52.344 ( 47.520) top5 21.875 ( 20.664) | Test: [12][121/198] Time 0.713 Data 0.001 top1 50.000 ( 47.540) top5 20.312 ( 20.661) | Test: [12][122/198] Time 0.721 Data 0.001 top1 53.125 ( 47.586) top5 21.094 ( 20.665) | Test: [12][123/198] Time 0.716 Data 0.001 top1 48.438 ( 47.593) top5 24.219 ( 20.694) | Test: [12][124/198] Time 0.717 Data 0.001 top1 50.781 ( 47.618) top5 24.219 ( 20.722) | Test: [12][125/198] Time 0.717 Data 0.001 top1 51.562 ( 47.650) top5 22.656 ( 20.738) | Test: [12][126/198] Time 0.722 Data 0.001 top1 52.344 ( 47.687) top5 21.875 ( 20.747) | Test: [12][127/198] Time 0.718 Data 0.001 top1 50.000 ( 47.705) top5 20.312 ( 20.743) | Test: [12][128/198] Time 0.730 Data 0.001 top1 43.750 ( 47.675) top5 18.750 ( 20.728) | Test: [12][129/198] Time 0.720 Data 0.001 top1 55.469 ( 47.735) top5 21.094 ( 20.730) | Test: [12][130/198] Time 0.723 Data 0.001 top1 51.562 ( 47.764) top5 18.750 ( 20.715) | Test: [12][131/198] Time 0.723 Data 0.001 top1 50.781 ( 47.787) top5 21.875 ( 20.724) | Test: [12][132/198] Time 0.725 Data 0.001 top1 48.438 ( 47.792) top5 25.000 ( 20.756) | Test: [12][133/198] Time 0.732 Data 0.001 top1 46.875 ( 47.785) top5 21.094 ( 20.759) | Test: [12][134/198] Time 0.728 Data 0.001 top1 42.188 ( 47.744) top5 20.312 ( 20.756) | Test: [12][135/198] Time 0.721 Data 0.001 top1 50.781 ( 47.766) top5 20.312 ( 20.752) | Test: [12][136/198] Time 0.724 Data 0.002 top1 55.469 ( 47.823) top5 25.000 ( 20.784) | Test: [12][137/198] Time 0.723 Data 0.001 top1 39.062 ( 47.759) top5 14.844 ( 20.740) | Test: [12][138/198] Time 0.720 Data 0.001 top1 45.312 ( 47.741) top5 22.656 ( 20.754) | Test: [12][139/198] Time 0.717 Data 0.001 top1 54.688 ( 47.791) top5 25.781 ( 20.790) | Test: [12][140/198] Time 0.718 Data 0.001 top1 48.438 ( 47.796) top5 23.438 ( 20.809) | Test: [12][141/198] Time 0.720 Data 0.001 top1 49.219 ( 47.806) top5 19.531 ( 20.800) | Test: [12][142/198] Time 0.733 Data 0.001 top1 49.219 ( 47.816) top5 21.875 ( 20.808) | Test: [12][143/198] Time 0.736 Data 0.001 top1 45.312 ( 47.798) top5 23.438 ( 20.826) | Test: [12][144/198] Time 0.734 Data 0.001 top1 46.875 ( 47.792) top5 18.750 ( 20.812) | Test: [12][145/198] Time 0.740 Data 0.001 top1 49.219 ( 47.802) top5 21.094 ( 20.814) | Test: [12][146/198] Time 0.725 Data 0.001 top1 44.531 ( 47.779) top5 14.844 ( 20.773) | Test: [12][147/198] Time 0.715 Data 0.001 top1 57.031 ( 47.842) top5 22.656 ( 20.786) | Test: [12][148/198] Time 0.720 Data 0.001 top1 50.000 ( 47.857) top5 21.094 ( 20.788) | Test: [12][149/198] Time 0.715 Data 0.001 top1 52.344 ( 47.887) top5 24.219 ( 20.811) | Test: [12][150/198] Time 0.716 Data 0.001 top1 57.812 ( 47.953) top5 31.250 ( 20.880) | Test: [12][151/198] Time 0.715 Data 0.001 top1 42.969 ( 47.920) top5 21.875 ( 20.887) | Test: [12][152/198] Time 0.718 Data 0.001 top1 45.312 ( 47.903) top5 15.625 ( 20.852) | Test: [12][153/198] Time 0.723 Data 0.001 top1 46.875 ( 47.896) top5 17.188 ( 20.828) | Test: [12][154/198] Time 0.723 Data 0.001 top1 44.531 ( 47.874) top5 23.438 ( 20.845) | Test: [12][155/198] Time 0.725 Data 0.001 top1 40.625 ( 47.828) top5 17.188 ( 20.822) | Test: [12][156/198] Time 0.726 Data 0.001 top1 46.094 ( 47.817) top5 27.344 ( 20.863) | Test: [12][157/198] Time 0.722 Data 0.000 top1 46.875 ( 47.811) top5 21.875 ( 20.870) | Test: [12][158/198] Time 0.720 Data 0.001 top1 44.531 ( 47.790) top5 14.062 ( 20.827) | Test: [12][159/198] Time 0.718 Data 0.001 top1 58.594 ( 47.858) top5 30.469 ( 20.887) | Test: [12][160/198] Time 0.724 Data 0.003 top1 48.438 ( 47.861) top5 17.969 ( 20.869) | Test: [12][161/198] Time 0.715 Data 0.001 top1 47.656 ( 47.860) top5 20.312 ( 20.866) | Test: [12][162/198] Time 0.729 Data 0.002 top1 48.438 ( 47.864) top5 23.438 ( 20.882) | Test: [12][163/198] Time 0.720 Data 0.001 top1 45.312 ( 47.848) top5 20.312 ( 20.878) | Test: [12][164/198] Time 0.777 Data 0.000 top1 44.531 ( 47.828) top5 17.969 ( 20.860) | Test: [12][165/198] Time 0.726 Data 0.001 top1 50.000 ( 47.841) top5 20.312 ( 20.857) | Test: [12][166/198] Time 0.791 Data 0.001 top1 42.969 ( 47.812) top5 18.750 ( 20.844) | Test: [12][167/198] Time 0.760 Data 0.001 top1 52.344 ( 47.839) top5 22.656 ( 20.855) | Test: [12][168/198] Time 0.791 Data 0.001 top1 52.344 ( 47.866) top5 25.781 ( 20.884) | Test: [12][169/198] Time 0.725 Data 0.001 top1 48.438 ( 47.869) top5 19.531 ( 20.876) | Test: [12][170/198] Time 0.789 Data 0.001 top1 44.531 ( 47.849) top5 15.625 ( 20.846) | Test: [12][171/198] Time 0.765 Data 0.001 top1 53.125 ( 47.880) top5 22.656 ( 20.856) | Test: [12][172/198] Time 0.715 Data 0.001 top1 46.875 ( 47.874) top5 18.750 ( 20.844) | Test: [12][173/198] Time 0.738 Data 0.001 top1 53.906 ( 47.909) top5 20.312 ( 20.841) | Test: [12][174/198] Time 0.727 Data 0.001 top1 57.031 ( 47.962) top5 24.219 ( 20.860) | Test: [12][175/198] Time 0.732 Data 0.001 top1 53.125 ( 47.991) top5 21.875 ( 20.866) | Test: [12][176/198] Time 0.714 Data 0.001 top1 40.625 ( 47.949) top5 16.406 ( 20.841) | Test: [12][177/198] Time 0.724 Data 0.001 top1 50.781 ( 47.965) top5 19.531 ( 20.833) | Test: [12][178/198] Time 0.720 Data 0.001 top1 44.531 ( 47.946) top5 18.750 ( 20.822) | Test: [12][179/198] Time 0.723 Data 0.001 top1 40.625 ( 47.905) top5 20.312 ( 20.819) | Test: [12][180/198] Time 0.718 Data 0.001 top1 52.344 ( 47.930) top5 24.219 ( 20.838) | Test: [12][181/198] Time 0.714 Data 0.001 top1 46.094 ( 47.920) top5 16.406 ( 20.813) | Test: [12][182/198] Time 0.721 Data 0.001 top1 46.875 ( 47.914) top5 21.875 ( 20.819) | Test: [12][183/198] Time 0.717 Data 0.001 top1 47.656 ( 47.912) top5 23.438 ( 20.833) | Test: [12][184/198] Time 0.722 Data 0.001 top1 37.500 ( 47.856) top5 17.188 ( 20.814) | Test: [12][185/198] Time 0.721 Data 0.001 top1 41.406 ( 47.821) top5 17.188 ( 20.794) | Test: [12][186/198] Time 0.724 Data 0.001 top1 48.438 ( 47.824) top5 21.094 ( 20.796) | Test: [12][187/198] Time 0.728 Data 0.000 top1 45.312 ( 47.811) top5 15.625 ( 20.768) | Test: [12][188/198] Time 0.718 Data 0.000 top1 56.250 ( 47.856) top5 29.688 ( 20.815) | Test: [12][189/198] Time 0.732 Data 0.000 top1 39.062 ( 47.809) top5 16.406 ( 20.792) | Test: [12][190/198] Time 0.722 Data 0.000 top1 44.531 ( 47.792) top5 17.969 ( 20.777) | Test: [12][191/198] Time 0.725 Data 0.000 top1 45.312 ( 47.779) top5 22.656 ( 20.787) | Test: [12][192/198] Time 0.721 Data 0.000 top1 46.094 ( 47.770) top5 20.312 ( 20.785) | Test: [12][193/198] Time 0.721 Data 0.000 top1 52.344 ( 47.794) top5 21.875 ( 20.790) | Test: [12][194/198] Time 0.719 Data 0.000 top1 46.094 ( 47.785) top5 19.531 ( 20.784) | Test: [12][195/198] Time 0.715 Data 0.001 top1 50.000 ( 47.796) top5 22.656 ( 20.793) | Test: [12][196/198] Time 0.712 Data 0.000 top1 53.906 ( 47.828) top5 26.562 ( 20.823) | Test: [12][197/198] Time 0.254 Data 0.000 top1 50.000 ( 47.839) top5 17.647 ( 20.807) | Test: [12][198/198] Time 0.719 Data 0.000 top1 52.344 ( 47.861) top5 21.875 ( 20.812) * Finished epoch # 12 top1: 47.861 top5: 20.812 Epoch 13 => Training epoch # 13 | Epoch: [13][1/553] Time 5.317 Data 2.819 Err 1.1961 top1 30.469 top5 14.062 | Epoch: [13][2/553] Time 2.443 Data 0.001 Err 0.8401 top1 21.875 top5 5.469 | Epoch: [13][3/553] Time 2.450 Data 0.001 Err 0.9878 top1 25.000 top5 8.594 | Epoch: [13][4/553] Time 2.455 Data 0.001 Err 1.1166 top1 29.688 top5 10.156 | Epoch: [13][5/553] Time 2.434 Data 0.000 Err 0.8639 top1 20.312 top5 7.031 | Epoch: [13][6/553] Time 2.436 Data 0.001 Err 0.8103 top1 24.219 top5 8.594 | Epoch: [13][7/553] Time 2.439 Data 0.001 Err 0.9270 top1 21.094 top5 5.469 | Epoch: [13][8/553] Time 2.484 Data 0.001 Err 1.0581 top1 28.125 top5 10.156 | Epoch: [13][9/553] Time 2.444 Data 0.002 Err 0.9201 top1 21.875 top5 5.469 | Epoch: [13][10/553] Time 2.477 Data 0.002 Err 0.8307 top1 21.094 top5 5.469 | Epoch: [13][11/553] Time 2.454 Data 0.001 Err 0.8020 top1 17.969 top5 6.250 | Epoch: [13][12/553] Time 2.489 Data 0.001 Err 1.0027 top1 24.219 top5 10.938 | Epoch: [13][13/553] Time 2.476 Data 0.001 Err 0.8698 top1 24.219 top5 9.375 | Epoch: [13][14/553] Time 2.445 Data 0.001 Err 1.0381 top1 30.469 top5 9.375 | Epoch: [13][15/553] Time 2.453 Data 0.001 Err 1.0526 top1 21.875 top5 13.281 | Epoch: [13][16/553] Time 2.443 Data 0.001 Err 1.0935 top1 28.125 top5 9.375 | Epoch: [13][17/553] Time 2.475 Data 0.001 Err 0.9907 top1 25.000 top5 9.375 | Epoch: [13][18/553] Time 2.447 Data 0.001 Err 0.6941 top1 17.969 top5 4.688 | Epoch: [13][19/553] Time 2.439 Data 0.001 Err 0.8142 top1 19.531 top5 7.031 | Epoch: [13][20/553] Time 2.495 Data 0.001 Err 0.9287 top1 27.344 top5 7.031 | Epoch: [13][21/553] Time 2.470 Data 0.001 Err 0.8124 top1 25.781 top5 6.250 | Epoch: [13][22/553] Time 2.437 Data 0.001 Err 0.9588 top1 25.000 top5 11.719 | Epoch: [13][23/553] Time 2.451 Data 0.001 Err 0.7550 top1 19.531 top5 7.031 | Epoch: [13][24/553] Time 2.509 Data 0.001 Err 0.8630 top1 24.219 top5 4.688 | Epoch: [13][25/553] Time 2.454 Data 0.001 Err 0.8460 top1 21.094 top5 7.812 | Epoch: [13][26/553] Time 2.430 Data 0.001 Err 1.0118 top1 28.125 top5 10.156 | Epoch: [13][27/553] Time 2.440 Data 0.001 Err 0.7675 top1 19.531 top5 6.250 | Epoch: [13][28/553] Time 2.473 Data 0.001 Err 0.9366 top1 22.656 top5 7.812 | Epoch: [13][29/553] Time 2.502 Data 0.001 Err 1.1609 top1 28.906 top5 14.844 | Epoch: [13][30/553] Time 2.492 Data 0.001 Err 0.8308 top1 21.875 top5 5.469 | Epoch: [13][31/553] Time 2.445 Data 0.001 Err 1.0972 top1 26.562 top5 9.375 | Epoch: [13][32/553] Time 2.475 Data 0.001 Err 0.8082 top1 27.344 top5 4.688 | Epoch: [13][33/553] Time 2.490 Data 0.000 Err 1.0766 top1 28.906 top5 9.375 | Epoch: [13][34/553] Time 2.448 Data 0.001 Err 1.1912 top1 30.469 top5 14.062 | Epoch: [13][35/553] Time 2.455 Data 0.001 Err 0.8157 top1 21.094 top5 6.250 | Epoch: [13][36/553] Time 2.462 Data 0.001 Err 0.8791 top1 26.562 top5 7.812 | Epoch: [13][37/553] Time 2.479 Data 0.001 Err 0.9608 top1 25.781 top5 8.594 | Epoch: [13][38/553] Time 2.509 Data 0.001 Err 1.1852 top1 28.125 top5 14.844 | Epoch: [13][39/553] Time 2.484 Data 0.001 Err 0.8355 top1 21.094 top5 7.812 | Epoch: [13][40/553] Time 2.512 Data 0.001 Err 0.9738 top1 27.344 top5 7.812 | Epoch: [13][41/553] Time 2.465 Data 0.001 Err 1.0057 top1 30.469 top5 7.031 | Epoch: [13][42/553] Time 2.439 Data 0.001 Err 0.7735 top1 22.656 top5 4.688 | Epoch: [13][43/553] Time 2.477 Data 0.001 Err 0.7607 top1 19.531 top5 6.250 | Epoch: [13][44/553] Time 2.477 Data 0.001 Err 0.9705 top1 23.438 top5 9.375 | Epoch: [13][45/553] Time 2.471 Data 0.001 Err 0.8694 top1 26.562 top5 8.594 | Epoch: [13][46/553] Time 2.443 Data 0.001 Err 0.9203 top1 26.562 top5 7.812 | Epoch: [13][47/553] Time 2.466 Data 0.001 Err 1.1412 top1 28.125 top5 14.062 | Epoch: [13][48/553] Time 2.468 Data 0.001 Err 1.1035 top1 28.125 top5 14.062 | Epoch: [13][49/553] Time 2.484 Data 0.001 Err 1.0049 top1 27.344 top5 10.938 | Epoch: [13][50/553] Time 2.504 Data 0.001 Err 0.7156 top1 19.531 top5 3.906 | Epoch: [13][51/553] Time 2.439 Data 0.001 Err 1.0295 top1 25.781 top5 10.938 | Epoch: [13][52/553] Time 2.443 Data 0.001 Err 0.8488 top1 17.969 top5 4.688 | Epoch: [13][53/553] Time 2.461 Data 0.001 Err 0.9209 top1 23.438 top5 9.375 | Epoch: [13][54/553] Time 2.454 Data 0.001 Err 1.2271 top1 30.469 top5 14.062 | Epoch: [13][55/553] Time 2.453 Data 0.001 Err 0.9034 top1 27.344 top5 5.469 | Epoch: [13][56/553] Time 2.473 Data 0.001 Err 0.9651 top1 27.344 top5 9.375 | Epoch: [13][57/553] Time 2.467 Data 0.001 Err 1.1517 top1 26.562 top5 11.719 | Epoch: [13][58/553] Time 2.434 Data 0.001 Err 0.9366 top1 25.781 top5 9.375 | Epoch: [13][59/553] Time 2.481 Data 0.001 Err 0.7460 top1 21.875 top5 7.812 | Epoch: [13][60/553] Time 2.465 Data 0.001 Err 0.7129 top1 21.094 top5 4.688 | Epoch: [13][61/553] Time 2.445 Data 0.001 Err 1.0332 top1 24.219 top5 11.719 | Epoch: [13][62/553] Time 2.435 Data 0.001 Err 0.8961 top1 22.656 top5 9.375 | Epoch: [13][63/553] Time 2.459 Data 0.001 Err 0.8029 top1 24.219 top5 7.031 | Epoch: [13][64/553] Time 2.451 Data 0.001 Err 0.9467 top1 23.438 top5 8.594 | Epoch: [13][65/553] Time 2.472 Data 0.001 Err 0.8829 top1 23.438 top5 6.250 | Epoch: [13][66/553] Time 2.461 Data 0.001 Err 0.9680 top1 22.656 top5 9.375 | Epoch: [13][67/553] Time 2.445 Data 0.001 Err 1.0271 top1 29.688 top5 10.938 | Epoch: [13][68/553] Time 2.477 Data 0.001 Err 0.9151 top1 22.656 top5 7.031 | Epoch: [13][69/553] Time 2.465 Data 0.001 Err 0.8344 top1 21.094 top5 4.688 | Epoch: [13][70/553] Time 2.468 Data 0.001 Err 0.7294 top1 21.875 top5 3.906 | Epoch: [13][71/553] Time 2.441 Data 0.001 Err 0.9516 top1 25.781 top5 3.906 | Epoch: [13][72/553] Time 2.442 Data 0.001 Err 0.8467 top1 21.875 top5 9.375 | Epoch: [13][73/553] Time 2.473 Data 0.001 Err 1.0309 top1 27.344 top5 7.812 | Epoch: [13][74/553] Time 2.487 Data 0.001 Err 0.9297 top1 23.438 top5 3.906 | Epoch: [13][75/553] Time 2.450 Data 0.001 Err 1.1451 top1 28.906 top5 10.938 | Epoch: [13][76/553] Time 2.445 Data 0.001 Err 0.8355 top1 22.656 top5 8.594 | Epoch: [13][77/553] Time 2.442 Data 0.001 Err 0.6147 top1 20.312 top5 2.344 | Epoch: [13][78/553] Time 2.493 Data 0.001 Err 0.9083 top1 26.562 top5 8.594 | Epoch: [13][79/553] Time 2.447 Data 0.001 Err 0.8155 top1 21.875 top5 9.375 | Epoch: [13][80/553] Time 2.451 Data 0.000 Err 0.7653 top1 22.656 top5 5.469 | Epoch: [13][81/553] Time 2.452 Data 0.001 Err 1.0476 top1 29.688 top5 7.812 | Epoch: [13][82/553] Time 2.455 Data 0.000 Err 0.9166 top1 20.312 top5 7.031 | Epoch: [13][83/553] Time 2.440 Data 0.001 Err 0.7797 top1 23.438 top5 7.031 | Epoch: [13][84/553] Time 2.484 Data 0.001 Err 0.8662 top1 21.094 top5 7.031 | Epoch: [13][85/553] Time 2.453 Data 0.001 Err 1.0373 top1 26.562 top5 9.375 | Epoch: [13][86/553] Time 2.505 Data 0.001 Err 0.9663 top1 28.906 top5 7.812 | Epoch: [13][87/553] Time 2.465 Data 0.001 Err 0.8211 top1 16.406 top5 6.250 | Epoch: [13][88/553] Time 2.435 Data 0.001 Err 0.8687 top1 25.781 top5 6.250 | Epoch: [13][89/553] Time 2.456 Data 0.001 Err 0.7339 top1 21.094 top5 4.688 | Epoch: [13][90/553] Time 2.473 Data 0.001 Err 0.8772 top1 23.438 top5 7.031 | Epoch: [13][91/553] Time 2.482 Data 0.001 Err 0.8171 top1 17.969 top5 7.031 | Epoch: [13][92/553] Time 2.469 Data 0.001 Err 0.9496 top1 27.344 top5 10.156 | Epoch: [13][93/553] Time 2.452 Data 0.001 Err 1.0009 top1 28.125 top5 7.812 | Epoch: [13][94/553] Time 2.482 Data 0.001 Err 0.7669 top1 18.750 top5 7.812 | Epoch: [13][95/553] Time 2.445 Data 0.001 Err 0.9147 top1 27.344 top5 9.375 | Epoch: [13][96/553] Time 2.447 Data 0.002 Err 1.0439 top1 25.781 top5 10.938 | Epoch: [13][97/553] Time 2.464 Data 0.001 Err 0.9810 top1 24.219 top5 7.031 | Epoch: [13][98/553] Time 2.459 Data 0.001 Err 0.9453 top1 25.781 top5 7.812 | Epoch: [13][99/553] Time 2.505 Data 0.001 Err 1.2415 top1 33.594 top5 13.281 | Epoch: [13][100/553] Time 2.493 Data 0.001 Err 0.9989 top1 23.438 top5 10.156 | Epoch: [13][101/553] Time 2.474 Data 0.000 Err 0.8467 top1 25.000 top5 6.250 | Epoch: [13][102/553] Time 2.444 Data 0.001 Err 0.6895 top1 20.312 top5 3.906 | Epoch: [13][103/553] Time 2.445 Data 0.001 Err 0.8869 top1 22.656 top5 8.594 | Epoch: [13][104/553] Time 2.440 Data 0.001 Err 0.9797 top1 25.781 top5 5.469 | Epoch: [13][105/553] Time 2.469 Data 0.001 Err 1.0901 top1 28.906 top5 9.375 | Epoch: [13][106/553] Time 2.481 Data 0.001 Err 1.0856 top1 29.688 top5 12.500 | Epoch: [13][107/553] Time 2.444 Data 0.001 Err 0.8763 top1 24.219 top5 10.156 | Epoch: [13][108/553] Time 2.448 Data 0.001 Err 1.0630 top1 26.562 top5 10.938 | Epoch: [13][109/553] Time 2.515 Data 0.001 Err 0.9043 top1 25.000 top5 5.469 | Epoch: [13][110/553] Time 2.459 Data 0.001 Err 0.9259 top1 24.219 top5 4.688 | Epoch: [13][111/553] Time 2.470 Data 0.001 Err 0.8997 top1 23.438 top5 8.594 | Epoch: [13][112/553] Time 2.455 Data 0.001 Err 1.0018 top1 25.781 top5 10.938 | Epoch: [13][113/553] Time 2.444 Data 0.001 Err 0.9213 top1 24.219 top5 10.156 | Epoch: [13][114/553] Time 2.453 Data 0.001 Err 0.7942 top1 23.438 top5 6.250 | Epoch: [13][115/553] Time 2.506 Data 0.001 Err 0.9541 top1 21.875 top5 10.156 | Epoch: [13][116/553] Time 2.442 Data 0.001 Err 0.9453 top1 22.656 top5 7.031 | Epoch: [13][117/553] Time 2.446 Data 0.001 Err 1.1850 top1 31.250 top5 13.281 | Epoch: [13][118/553] Time 2.434 Data 0.001 Err 0.9867 top1 24.219 top5 8.594 | Epoch: [13][119/553] Time 2.478 Data 0.001 Err 0.9787 top1 25.781 top5 7.031 | Epoch: [13][120/553] Time 2.479 Data 0.001 Err 1.0990 top1 29.688 top5 10.938 | Epoch: [13][121/553] Time 2.438 Data 0.001 Err 1.0618 top1 22.656 top5 7.812 | Epoch: [13][122/553] Time 2.442 Data 0.001 Err 0.8773 top1 21.875 top5 7.812 | Epoch: [13][123/553] Time 2.449 Data 0.001 Err 1.1975 top1 33.594 top5 9.375 | Epoch: [13][124/553] Time 2.478 Data 0.001 Err 0.8676 top1 25.000 top5 6.250 | Epoch: [13][125/553] Time 2.511 Data 0.001 Err 0.8213 top1 21.875 top5 6.250 | Epoch: [13][126/553] Time 2.443 Data 0.001 Err 0.9124 top1 25.781 top5 5.469 | Epoch: [13][127/553] Time 2.480 Data 0.001 Err 0.8847 top1 26.562 top5 9.375 | Epoch: [13][128/553] Time 2.516 Data 0.001 Err 1.0509 top1 29.688 top5 9.375 | Epoch: [13][129/553] Time 2.453 Data 0.001 Err 0.9361 top1 25.000 top5 8.594 | Epoch: [13][130/553] Time 2.452 Data 0.001 Err 0.8439 top1 24.219 top5 6.250 | Epoch: [13][131/553] Time 2.439 Data 0.001 Err 1.0294 top1 29.688 top5 10.156 | Epoch: [13][132/553] Time 2.448 Data 0.001 Err 0.9360 top1 25.781 top5 7.031 | Epoch: [13][133/553] Time 2.503 Data 0.001 Err 0.8884 top1 20.312 top5 7.031 | Epoch: [13][134/553] Time 2.447 Data 0.001 Err 0.9354 top1 25.000 top5 9.375 | Epoch: [13][135/553] Time 2.496 Data 0.001 Err 0.7275 top1 21.094 top5 4.688 | Epoch: [13][136/553] Time 2.447 Data 0.001 Err 0.7727 top1 21.875 top5 5.469 | Epoch: [13][137/553] Time 2.443 Data 0.001 Err 1.0594 top1 25.781 top5 7.031 | Epoch: [13][138/553] Time 2.480 Data 0.001 Err 0.7728 top1 21.875 top5 4.688 | Epoch: [13][139/553] Time 2.484 Data 0.001 Err 1.0447 top1 28.906 top5 11.719 | Epoch: [13][140/553] Time 2.508 Data 0.001 Err 0.7491 top1 19.531 top5 6.250 | Epoch: [13][141/553] Time 2.497 Data 0.001 Err 1.0144 top1 26.562 top5 6.250 | Epoch: [13][142/553] Time 2.466 Data 0.001 Err 0.8292 top1 25.000 top5 6.250 | Epoch: [13][143/553] Time 2.478 Data 0.001 Err 1.0130 top1 35.156 top5 7.031 | Epoch: [13][144/553] Time 2.481 Data 0.001 Err 0.9438 top1 26.562 top5 7.812 | Epoch: [13][145/553] Time 2.479 Data 0.001 Err 0.7316 top1 21.094 top5 4.688 | Epoch: [13][146/553] Time 2.505 Data 0.001 Err 0.9519 top1 23.438 top5 10.156 | Epoch: [13][147/553] Time 2.482 Data 0.001 Err 0.9672 top1 26.562 top5 6.250 | Epoch: [13][148/553] Time 2.476 Data 0.001 Err 1.0792 top1 28.125 top5 12.500 | Epoch: [13][149/553] Time 2.446 Data 0.001 Err 1.2221 top1 32.031 top5 14.062 | Epoch: [13][150/553] Time 2.463 Data 0.001 Err 1.0181 top1 26.562 top5 10.156 | Epoch: [13][151/553] Time 2.461 Data 0.001 Err 1.0801 top1 25.781 top5 9.375 | Epoch: [13][152/553] Time 2.508 Data 0.001 Err 0.8706 top1 23.438 top5 6.250 | Epoch: [13][153/553] Time 2.465 Data 0.002 Err 1.0349 top1 25.000 top5 13.281 | Epoch: [13][154/553] Time 2.472 Data 0.001 Err 0.8478 top1 22.656 top5 8.594 | Epoch: [13][155/553] Time 2.513 Data 0.001 Err 1.1764 top1 28.906 top5 11.719 | Epoch: [13][156/553] Time 2.475 Data 0.001 Err 0.9410 top1 24.219 top5 7.031 | Epoch: [13][157/553] Time 2.510 Data 0.001 Err 0.7565 top1 21.094 top5 5.469 | Epoch: [13][158/553] Time 2.435 Data 0.001 Err 0.8043 top1 20.312 top5 6.250 | Epoch: [13][159/553] Time 2.446 Data 0.001 Err 0.9733 top1 23.438 top5 11.719 | Epoch: [13][160/553] Time 2.514 Data 0.001 Err 1.0716 top1 25.000 top5 13.281 | Epoch: [13][161/553] Time 2.481 Data 0.001 Err 1.0424 top1 28.906 top5 10.156 | Epoch: [13][162/553] Time 2.468 Data 0.001 Err 0.9368 top1 24.219 top5 7.031 | Epoch: [13][163/553] Time 2.470 Data 0.001 Err 1.1283 top1 30.469 top5 12.500 | Epoch: [13][164/553] Time 2.489 Data 0.001 Err 0.8915 top1 24.219 top5 6.250 | Epoch: [13][165/553] Time 2.465 Data 0.001 Err 0.9905 top1 30.469 top5 7.031 | Epoch: [13][166/553] Time 2.459 Data 0.001 Err 0.9136 top1 24.219 top5 7.031 | Epoch: [13][167/553] Time 2.468 Data 0.001 Err 0.8269 top1 24.219 top5 6.250 | Epoch: [13][168/553] Time 2.443 Data 0.001 Err 1.0051 top1 25.000 top5 10.156 | Epoch: [13][169/553] Time 2.475 Data 0.001 Err 0.8243 top1 25.000 top5 7.812 | Epoch: [13][170/553] Time 2.459 Data 0.001 Err 0.8598 top1 21.875 top5 5.469 | Epoch: [13][171/553] Time 2.437 Data 0.001 Err 0.8459 top1 24.219 top5 7.812 | Epoch: [13][172/553] Time 2.444 Data 0.001 Err 1.1414 top1 28.125 top5 9.375 | Epoch: [13][173/553] Time 2.485 Data 0.001 Err 0.9088 top1 22.656 top5 9.375 | Epoch: [13][174/553] Time 2.440 Data 0.001 Err 0.9596 top1 22.656 top5 10.938 | Epoch: [13][175/553] Time 2.472 Data 0.001 Err 1.0788 top1 28.125 top5 10.156 | Epoch: [13][176/553] Time 2.468 Data 0.001 Err 1.1271 top1 31.250 top5 13.281 | Epoch: [13][177/553] Time 2.514 Data 0.001 Err 0.9358 top1 26.562 top5 8.594 | Epoch: [13][178/553] Time 2.454 Data 0.001 Err 1.0568 top1 27.344 top5 8.594 | Epoch: [13][179/553] Time 2.468 Data 0.001 Err 0.9672 top1 25.000 top5 10.156 | Epoch: [13][180/553] Time 2.473 Data 0.001 Err 0.8110 top1 21.094 top5 7.812 | Epoch: [13][181/553] Time 2.465 Data 0.001 Err 0.9974 top1 25.781 top5 9.375 | Epoch: [13][182/553] Time 2.461 Data 0.001 Err 0.8157 top1 17.969 top5 3.906 | Epoch: [13][183/553] Time 2.471 Data 0.001 Err 0.9418 top1 26.562 top5 8.594 | Epoch: [13][184/553] Time 2.515 Data 0.001 Err 0.9960 top1 28.125 top5 8.594 | Epoch: [13][185/553] Time 2.479 Data 0.001 Err 0.9512 top1 28.906 top5 8.594 | Epoch: [13][186/553] Time 2.445 Data 0.001 Err 0.9832 top1 26.562 top5 7.031 | Epoch: [13][187/553] Time 2.444 Data 0.001 Err 0.9670 top1 27.344 top5 9.375 | Epoch: [13][188/553] Time 2.450 Data 0.001 Err 0.9652 top1 27.344 top5 6.250 | Epoch: [13][189/553] Time 2.505 Data 0.001 Err 0.9813 top1 25.000 top5 7.031 | Epoch: [13][190/553] Time 2.438 Data 0.001 Err 1.0446 top1 28.906 top5 10.156 | Epoch: [13][191/553] Time 2.451 Data 0.001 Err 1.0256 top1 26.562 top5 10.156 | Epoch: [13][192/553] Time 2.440 Data 0.001 Err 0.9614 top1 25.781 top5 7.812 | Epoch: [13][193/553] Time 2.457 Data 0.001 Err 1.1726 top1 31.250 top5 11.719 | Epoch: [13][194/553] Time 2.458 Data 0.001 Err 0.9086 top1 23.438 top5 10.938 | Epoch: [13][195/553] Time 2.442 Data 0.001 Err 0.8715 top1 24.219 top5 5.469 | Epoch: [13][196/553] Time 2.473 Data 0.001 Err 1.0186 top1 25.781 top5 9.375 | Epoch: [13][197/553] Time 2.463 Data 0.001 Err 1.1966 top1 28.125 top5 14.062 | Epoch: [13][198/553] Time 2.462 Data 0.001 Err 0.6998 top1 17.969 top5 6.250 | Epoch: [13][199/553] Time 2.502 Data 0.001 Err 1.0557 top1 31.250 top5 8.594 | Epoch: [13][200/553] Time 2.484 Data 0.001 Err 0.8795 top1 21.875 top5 7.031 | Epoch: [13][201/553] Time 2.473 Data 0.001 Err 0.8821 top1 25.781 top5 7.031 | Epoch: [13][202/553] Time 2.504 Data 0.001 Err 0.9661 top1 30.469 top5 7.812 | Epoch: [13][203/553] Time 2.479 Data 0.001 Err 1.0629 top1 27.344 top5 9.375 | Epoch: [13][204/553] Time 2.500 Data 0.001 Err 1.0234 top1 27.344 top5 7.031 | Epoch: [13][205/553] Time 2.476 Data 0.001 Err 1.0050 top1 25.000 top5 8.594 | Epoch: [13][206/553] Time 2.443 Data 0.001 Err 1.0714 top1 32.812 top5 8.594 | Epoch: [13][207/553] Time 2.460 Data 0.001 Err 0.9481 top1 24.219 top5 11.719 | Epoch: [13][208/553] Time 2.444 Data 0.001 Err 0.8892 top1 21.875 top5 7.812 | Epoch: [13][209/553] Time 2.465 Data 0.001 Err 1.0336 top1 25.781 top5 9.375 | Epoch: [13][210/553] Time 2.476 Data 0.001 Err 1.1155 top1 25.781 top5 10.156 | Epoch: [13][211/553] Time 2.470 Data 0.001 Err 0.8075 top1 21.875 top5 7.812 | Epoch: [13][212/553] Time 2.473 Data 0.001 Err 0.8664 top1 26.562 top5 6.250 | Epoch: [13][213/553] Time 2.463 Data 0.001 Err 0.8147 top1 22.656 top5 7.031 | Epoch: [13][214/553] Time 2.462 Data 0.001 Err 1.1699 top1 33.594 top5 11.719 | Epoch: [13][215/553] Time 2.484 Data 0.001 Err 1.0766 top1 29.688 top5 12.500 | Epoch: [13][216/553] Time 2.470 Data 0.001 Err 1.0004 top1 26.562 top5 8.594 | Epoch: [13][217/553] Time 2.441 Data 0.001 Err 1.2283 top1 31.250 top5 10.938 | Epoch: [13][218/553] Time 2.450 Data 0.001 Err 1.0287 top1 25.781 top5 11.719 | Epoch: [13][219/553] Time 2.470 Data 0.001 Err 1.0263 top1 28.125 top5 10.156 | Epoch: [13][220/553] Time 2.473 Data 0.001 Err 1.1668 top1 25.781 top5 13.281 | Epoch: [13][221/553] Time 2.461 Data 0.001 Err 0.9939 top1 28.906 top5 8.594 | Epoch: [13][222/553] Time 2.457 Data 0.001 Err 0.9426 top1 27.344 top5 10.156 | Epoch: [13][223/553] Time 2.470 Data 0.001 Err 1.0701 top1 24.219 top5 8.594 | Epoch: [13][224/553] Time 2.451 Data 0.001 Err 0.8056 top1 27.344 top5 6.250 | Epoch: [13][225/553] Time 2.472 Data 0.000 Err 0.8928 top1 21.094 top5 7.812 | Epoch: [13][226/553] Time 2.438 Data 0.001 Err 0.8822 top1 26.562 top5 6.250 | Epoch: [13][227/553] Time 2.442 Data 0.001 Err 1.0243 top1 22.656 top5 8.594 | Epoch: [13][228/553] Time 2.477 Data 0.001 Err 0.9016 top1 24.219 top5 11.719 | Epoch: [13][229/553] Time 2.464 Data 0.001 Err 1.1357 top1 25.000 top5 11.719 | Epoch: [13][230/553] Time 2.465 Data 0.001 Err 0.9984 top1 27.344 top5 10.156 | Epoch: [13][231/553] Time 2.464 Data 0.001 Err 1.0513 top1 34.375 top5 7.031 | Epoch: [13][232/553] Time 2.458 Data 0.001 Err 0.8005 top1 21.875 top5 3.125 | Epoch: [13][233/553] Time 2.473 Data 0.001 Err 1.1402 top1 32.812 top5 8.594 | Epoch: [13][234/553] Time 2.446 Data 0.001 Err 0.8925 top1 22.656 top5 8.594 | Epoch: [13][235/553] Time 2.440 Data 0.001 Err 0.7299 top1 18.750 top5 5.469 | Epoch: [13][236/553] Time 2.440 Data 0.001 Err 0.8442 top1 26.562 top5 4.688 | Epoch: [13][237/553] Time 2.468 Data 0.001 Err 0.8574 top1 19.531 top5 7.812 | Epoch: [13][238/553] Time 2.444 Data 0.001 Err 0.7877 top1 25.781 top5 5.469 | Epoch: [13][239/553] Time 2.468 Data 0.001 Err 1.2070 top1 30.469 top5 14.062 | Epoch: [13][240/553] Time 2.447 Data 0.001 Err 1.0120 top1 25.781 top5 11.719 | Epoch: [13][241/553] Time 2.479 Data 0.000 Err 0.8610 top1 21.875 top5 7.812 | Epoch: [13][242/553] Time 2.451 Data 0.000 Err 0.8551 top1 21.875 top5 6.250 | Epoch: [13][243/553] Time 2.438 Data 0.001 Err 1.1777 top1 28.906 top5 12.500 | Epoch: [13][244/553] Time 2.440 Data 0.001 Err 1.0798 top1 26.562 top5 10.938 | Epoch: [13][245/553] Time 2.436 Data 0.001 Err 0.9351 top1 25.000 top5 7.812 | Epoch: [13][246/553] Time 2.449 Data 0.001 Err 1.0836 top1 26.562 top5 10.938 | Epoch: [13][247/553] Time 2.448 Data 0.001 Err 0.8586 top1 22.656 top5 9.375 | Epoch: [13][248/553] Time 2.507 Data 0.001 Err 1.0771 top1 25.781 top5 10.156 | Epoch: [13][249/553] Time 2.465 Data 0.001 Err 0.9130 top1 21.094 top5 6.250 | Epoch: [13][250/553] Time 2.447 Data 0.001 Err 0.9069 top1 20.312 top5 7.031 | Epoch: [13][251/553] Time 2.448 Data 0.001 Err 1.1462 top1 33.594 top5 7.031 | Epoch: [13][252/553] Time 2.469 Data 0.001 Err 0.9001 top1 21.875 top5 6.250 | Epoch: [13][253/553] Time 2.484 Data 0.001 Err 0.9464 top1 28.125 top5 5.469 | Epoch: [13][254/553] Time 2.448 Data 0.001 Err 1.0284 top1 25.000 top5 10.156 | Epoch: [13][255/553] Time 2.483 Data 0.001 Err 1.2140 top1 30.469 top5 11.719 | Epoch: [13][256/553] Time 2.472 Data 0.001 Err 0.8330 top1 22.656 top5 6.250 | Epoch: [13][257/553] Time 2.487 Data 0.001 Err 1.0958 top1 28.125 top5 9.375 | Epoch: [13][258/553] Time 2.445 Data 0.001 Err 1.0927 top1 27.344 top5 9.375 | Epoch: [13][259/553] Time 2.445 Data 0.001 Err 1.3285 top1 32.812 top5 14.062 | Epoch: [13][260/553] Time 2.448 Data 0.001 Err 1.2350 top1 31.250 top5 13.281 | Epoch: [13][261/553] Time 2.485 Data 0.001 Err 0.8706 top1 25.000 top5 4.688 | Epoch: [13][262/553] Time 2.440 Data 0.001 Err 1.2899 top1 30.469 top5 12.500 | Epoch: [13][263/553] Time 2.458 Data 0.001 Err 0.9580 top1 23.438 top5 10.156 | Epoch: [13][264/553] Time 2.454 Data 0.001 Err 1.0331 top1 27.344 top5 9.375 | Epoch: [13][265/553] Time 2.476 Data 0.001 Err 0.9770 top1 27.344 top5 10.156 | Epoch: [13][266/553] Time 2.444 Data 0.001 Err 0.8495 top1 25.000 top5 5.469 | Epoch: [13][267/553] Time 2.438 Data 0.002 Err 0.9263 top1 21.875 top5 9.375 | Epoch: [13][268/553] Time 2.497 Data 0.001 Err 0.8516 top1 21.875 top5 7.031 | Epoch: [13][269/553] Time 2.519 Data 0.001 Err 1.0613 top1 27.344 top5 3.906 | Epoch: [13][270/553] Time 2.445 Data 0.001 Err 1.1301 top1 28.906 top5 10.156 | Epoch: [13][271/553] Time 2.476 Data 0.001 Err 0.7584 top1 20.312 top5 3.906 | Epoch: [13][272/553] Time 2.462 Data 0.001 Err 0.8690 top1 25.000 top5 5.469 | Epoch: [13][273/553] Time 2.439 Data 0.001 Err 1.0311 top1 30.469 top5 7.812 | Epoch: [13][274/553] Time 2.438 Data 0.001 Err 0.9943 top1 26.562 top5 9.375 | Epoch: [13][275/553] Time 2.447 Data 0.001 Err 0.8730 top1 25.000 top5 5.469 | Epoch: [13][276/553] Time 2.468 Data 0.001 Err 0.9276 top1 25.000 top5 6.250 | Epoch: [13][277/553] Time 2.508 Data 0.001 Err 0.9762 top1 24.219 top5 9.375 | Epoch: [13][278/553] Time 2.491 Data 0.001 Err 0.8471 top1 22.656 top5 4.688 | Epoch: [13][279/553] Time 2.460 Data 0.001 Err 1.2630 top1 32.031 top5 13.281 | Epoch: [13][280/553] Time 2.467 Data 0.001 Err 0.8750 top1 23.438 top5 7.031 | Epoch: [13][281/553] Time 2.476 Data 0.001 Err 1.2328 top1 32.031 top5 9.375 | Epoch: [13][282/553] Time 2.491 Data 0.001 Err 1.0369 top1 25.781 top5 8.594 | Epoch: [13][283/553] Time 2.488 Data 0.001 Err 1.0603 top1 26.562 top5 10.156 | Epoch: [13][284/553] Time 2.462 Data 0.001 Err 1.1923 top1 31.250 top5 11.719 | Epoch: [13][285/553] Time 2.469 Data 0.001 Err 1.0449 top1 28.906 top5 11.719 | Epoch: [13][286/553] Time 2.483 Data 0.001 Err 1.1316 top1 28.906 top5 10.156 | Epoch: [13][287/553] Time 2.466 Data 0.001 Err 0.9353 top1 30.469 top5 7.812 | Epoch: [13][288/553] Time 2.474 Data 0.001 Err 1.1202 top1 28.125 top5 10.938 | Epoch: [13][289/553] Time 2.448 Data 0.001 Err 0.8704 top1 22.656 top5 7.812 | Epoch: [13][290/553] Time 2.449 Data 0.001 Err 0.9473 top1 25.000 top5 8.594 | Epoch: [13][291/553] Time 2.448 Data 0.001 Err 1.0318 top1 25.000 top5 9.375 | Epoch: [13][292/553] Time 2.458 Data 0.001 Err 0.8755 top1 24.219 top5 7.031 | Epoch: [13][293/553] Time 2.442 Data 0.001 Err 1.2221 top1 30.469 top5 13.281 | Epoch: [13][294/553] Time 2.467 Data 0.001 Err 0.8934 top1 22.656 top5 10.156 | Epoch: [13][295/553] Time 2.433 Data 0.001 Err 0.8734 top1 21.875 top5 6.250 | Epoch: [13][296/553] Time 2.474 Data 0.001 Err 1.0802 top1 27.344 top5 9.375 | Epoch: [13][297/553] Time 2.510 Data 0.001 Err 1.0200 top1 27.344 top5 10.938 | Epoch: [13][298/553] Time 2.439 Data 0.001 Err 1.2026 top1 30.469 top5 14.062 | Epoch: [13][299/553] Time 2.471 Data 0.001 Err 1.1338 top1 32.031 top5 10.156 | Epoch: [13][300/553] Time 2.483 Data 0.001 Err 0.9626 top1 24.219 top5 10.156 | Epoch: [13][301/553] Time 2.475 Data 0.001 Err 0.9370 top1 24.219 top5 10.156 | Epoch: [13][302/553] Time 2.443 Data 0.001 Err 0.9280 top1 28.906 top5 6.250 | Epoch: [13][303/553] Time 2.440 Data 0.001 Err 1.1801 top1 28.906 top5 9.375 | Epoch: [13][304/553] Time 2.482 Data 0.001 Err 1.0879 top1 21.875 top5 9.375 | Epoch: [13][305/553] Time 2.441 Data 0.001 Err 1.1138 top1 32.031 top5 11.719 | Epoch: [13][306/553] Time 2.473 Data 0.001 Err 1.1220 top1 26.562 top5 9.375 | Epoch: [13][307/553] Time 2.437 Data 0.001 Err 0.8523 top1 21.094 top5 8.594 | Epoch: [13][308/553] Time 2.447 Data 0.001 Err 0.7367 top1 21.094 top5 4.688 | Epoch: [13][309/553] Time 2.446 Data 0.000 Err 1.0387 top1 28.906 top5 7.031 | Epoch: [13][310/553] Time 2.449 Data 0.001 Err 1.1608 top1 28.125 top5 10.156 | Epoch: [13][311/553] Time 2.446 Data 0.001 Err 0.8027 top1 21.094 top5 7.812 | Epoch: [13][312/553] Time 2.443 Data 0.001 Err 1.1267 top1 32.031 top5 9.375 | Epoch: [13][313/553] Time 2.437 Data 0.001 Err 1.0181 top1 28.906 top5 10.938 | Epoch: [13][314/553] Time 2.454 Data 0.001 Err 1.1945 top1 23.438 top5 9.375 | Epoch: [13][315/553] Time 2.511 Data 0.001 Err 0.9078 top1 22.656 top5 8.594 | Epoch: [13][316/553] Time 2.485 Data 0.001 Err 1.1866 top1 34.375 top5 11.719 | Epoch: [13][317/553] Time 2.436 Data 0.001 Err 0.9170 top1 23.438 top5 7.812 | Epoch: [13][318/553] Time 2.443 Data 0.001 Err 1.1144 top1 28.906 top5 10.156 | Epoch: [13][319/553] Time 2.483 Data 0.001 Err 0.8255 top1 24.219 top5 7.812 | Epoch: [13][320/553] Time 2.446 Data 0.001 Err 0.9770 top1 24.219 top5 8.594 | Epoch: [13][321/553] Time 2.436 Data 0.001 Err 0.8218 top1 17.969 top5 5.469 | Epoch: [13][322/553] Time 2.503 Data 0.001 Err 0.7704 top1 18.750 top5 3.125 | Epoch: [13][323/553] Time 2.508 Data 0.001 Err 1.0613 top1 25.000 top5 10.938 | Epoch: [13][324/553] Time 2.470 Data 0.001 Err 0.9393 top1 25.000 top5 7.031 | Epoch: [13][325/553] Time 2.466 Data 0.001 Err 1.1828 top1 29.688 top5 10.156 | Epoch: [13][326/553] Time 2.473 Data 0.001 Err 0.9856 top1 27.344 top5 7.812 | Epoch: [13][327/553] Time 2.478 Data 0.001 Err 0.9314 top1 23.438 top5 8.594 | Epoch: [13][328/553] Time 2.441 Data 0.001 Err 0.9375 top1 21.875 top5 7.812 | Epoch: [13][329/553] Time 2.472 Data 0.000 Err 1.0639 top1 25.781 top5 10.938 | Epoch: [13][330/553] Time 2.470 Data 0.001 Err 0.9216 top1 25.781 top5 8.594 | Epoch: [13][331/553] Time 2.437 Data 0.001 Err 1.2270 top1 32.031 top5 11.719 | Epoch: [13][332/553] Time 2.473 Data 0.001 Err 0.9495 top1 27.344 top5 4.688 | Epoch: [13][333/553] Time 2.478 Data 0.001 Err 1.0065 top1 25.000 top5 10.938 | Epoch: [13][334/553] Time 2.476 Data 0.001 Err 0.8368 top1 24.219 top5 6.250 | Epoch: [13][335/553] Time 2.510 Data 0.001 Err 1.0208 top1 25.781 top5 7.812 | Epoch: [13][336/553] Time 2.444 Data 0.001 Err 0.9121 top1 25.000 top5 7.031 | Epoch: [13][337/553] Time 2.464 Data 0.001 Err 1.1202 top1 27.344 top5 10.156 | Epoch: [13][338/553] Time 2.455 Data 0.000 Err 0.9036 top1 22.656 top5 7.812 | Epoch: [13][339/553] Time 2.450 Data 0.001 Err 0.9530 top1 29.688 top5 6.250 | Epoch: [13][340/553] Time 2.441 Data 0.001 Err 0.8505 top1 25.000 top5 5.469 | Epoch: [13][341/553] Time 2.471 Data 0.001 Err 0.7838 top1 18.750 top5 8.594 | Epoch: [13][342/553] Time 2.463 Data 0.001 Err 0.8494 top1 23.438 top5 9.375 | Epoch: [13][343/553] Time 2.437 Data 0.001 Err 1.0156 top1 23.438 top5 12.500 | Epoch: [13][344/553] Time 2.463 Data 0.001 Err 0.7851 top1 17.969 top5 7.812 | Epoch: [13][345/553] Time 2.466 Data 0.001 Err 0.8147 top1 23.438 top5 5.469 | Epoch: [13][346/553] Time 2.484 Data 0.001 Err 0.7752 top1 23.438 top5 6.250 | Epoch: [13][347/553] Time 2.478 Data 0.001 Err 0.9103 top1 25.000 top5 10.938 | Epoch: [13][348/553] Time 2.466 Data 0.001 Err 0.6740 top1 18.750 top5 5.469 | Epoch: [13][349/553] Time 2.501 Data 0.001 Err 1.1846 top1 34.375 top5 7.031 | Epoch: [13][350/553] Time 2.429 Data 0.001 Err 0.9973 top1 28.906 top5 8.594 | Epoch: [13][351/553] Time 2.466 Data 0.001 Err 0.7699 top1 20.312 top5 5.469 | Epoch: [13][352/553] Time 2.465 Data 0.001 Err 0.9029 top1 24.219 top5 7.812 | Epoch: [13][353/553] Time 2.473 Data 0.001 Err 0.8973 top1 21.094 top5 6.250 | Epoch: [13][354/553] Time 2.434 Data 0.001 Err 0.7622 top1 22.656 top5 6.250 | Epoch: [13][355/553] Time 2.473 Data 0.001 Err 0.9899 top1 28.125 top5 12.500 | Epoch: [13][356/553] Time 2.512 Data 0.000 Err 1.2699 top1 31.250 top5 13.281 | Epoch: [13][357/553] Time 2.444 Data 0.001 Err 1.0655 top1 26.562 top5 9.375 | Epoch: [13][358/553] Time 2.476 Data 0.001 Err 1.0971 top1 29.688 top5 9.375 | Epoch: [13][359/553] Time 2.448 Data 0.001 Err 0.8337 top1 22.656 top5 3.125 | Epoch: [13][360/553] Time 2.447 Data 0.001 Err 0.9615 top1 22.656 top5 10.938 | Epoch: [13][361/553] Time 2.473 Data 0.001 Err 1.2117 top1 31.250 top5 8.594 | Epoch: [13][362/553] Time 2.463 Data 0.001 Err 0.8644 top1 23.438 top5 5.469 | Epoch: [13][363/553] Time 2.445 Data 0.001 Err 0.9313 top1 24.219 top5 9.375 | Epoch: [13][364/553] Time 2.436 Data 0.001 Err 0.9968 top1 23.438 top5 10.156 | Epoch: [13][365/553] Time 2.444 Data 0.001 Err 0.9049 top1 24.219 top5 7.031 | Epoch: [13][366/553] Time 2.447 Data 0.001 Err 0.9354 top1 25.000 top5 7.812 | Epoch: [13][367/553] Time 2.443 Data 0.001 Err 1.0526 top1 28.125 top5 9.375 | Epoch: [13][368/553] Time 2.473 Data 0.001 Err 1.0854 top1 28.906 top5 14.844 | Epoch: [13][369/553] Time 2.440 Data 0.001 Err 0.9036 top1 23.438 top5 8.594 | Epoch: [13][370/553] Time 2.460 Data 0.001 Err 0.9922 top1 28.906 top5 7.031 | Epoch: [13][371/553] Time 2.477 Data 0.001 Err 0.9873 top1 24.219 top5 10.156 | Epoch: [13][372/553] Time 2.474 Data 0.001 Err 1.0455 top1 25.781 top5 10.938 | Epoch: [13][373/553] Time 2.507 Data 0.001 Err 0.9728 top1 29.688 top5 10.938 | Epoch: [13][374/553] Time 2.441 Data 0.001 Err 1.0889 top1 27.344 top5 11.719 | Epoch: [13][375/553] Time 2.490 Data 0.001 Err 0.8237 top1 24.219 top5 4.688 | Epoch: [13][376/553] Time 2.485 Data 0.001 Err 1.0574 top1 23.438 top5 10.156 | Epoch: [13][377/553] Time 2.436 Data 0.001 Err 0.9551 top1 18.750 top5 9.375 | Epoch: [13][378/553] Time 2.454 Data 0.001 Err 1.0032 top1 21.875 top5 8.594 | Epoch: [13][379/553] Time 2.446 Data 0.001 Err 0.7853 top1 21.875 top5 6.250 | Epoch: [13][380/553] Time 2.471 Data 0.001 Err 0.9953 top1 23.438 top5 8.594 | Epoch: [13][381/553] Time 2.453 Data 0.001 Err 1.0824 top1 28.906 top5 10.938 | Epoch: [13][382/553] Time 2.435 Data 0.001 Err 0.8100 top1 21.094 top5 7.812 | Epoch: [13][383/553] Time 2.498 Data 0.001 Err 1.0880 top1 24.219 top5 9.375 | Epoch: [13][384/553] Time 2.508 Data 0.001 Err 0.8844 top1 23.438 top5 8.594 | Epoch: [13][385/553] Time 2.435 Data 0.001 Err 1.0052 top1 25.000 top5 12.500 | Epoch: [13][386/553] Time 2.438 Data 0.001 Err 0.7321 top1 21.094 top5 5.469 | Epoch: [13][387/553] Time 2.494 Data 0.001 Err 0.8234 top1 21.875 top5 7.031 | Epoch: [13][388/553] Time 2.465 Data 0.001 Err 0.8793 top1 24.219 top5 7.031 | Epoch: [13][389/553] Time 2.514 Data 0.001 Err 0.9814 top1 26.562 top5 10.938 | Epoch: [13][390/553] Time 2.465 Data 0.001 Err 0.9234 top1 25.000 top5 8.594 | Epoch: [13][391/553] Time 2.468 Data 0.001 Err 0.9378 top1 24.219 top5 10.938 | Epoch: [13][392/553] Time 2.503 Data 0.001 Err 0.9650 top1 23.438 top5 7.031 | Epoch: [13][393/553] Time 2.531 Data 0.001 Err 1.2268 top1 34.375 top5 11.719 | Epoch: [13][394/553] Time 2.452 Data 0.001 Err 0.8556 top1 25.781 top5 7.812 | Epoch: [13][395/553] Time 2.456 Data 0.000 Err 1.0380 top1 24.219 top5 8.594 | Epoch: [13][396/553] Time 2.515 Data 0.001 Err 0.8564 top1 20.312 top5 7.031 | Epoch: [13][397/553] Time 2.468 Data 0.001 Err 1.3808 top1 35.938 top5 14.062 | Epoch: [13][398/553] Time 2.476 Data 0.001 Err 0.9027 top1 21.875 top5 9.375 | Epoch: [13][399/553] Time 2.448 Data 0.001 Err 0.9378 top1 29.688 top5 6.250 | Epoch: [13][400/553] Time 2.473 Data 0.002 Err 0.9683 top1 28.125 top5 10.156 | Epoch: [13][401/553] Time 2.454 Data 0.001 Err 1.1208 top1 29.688 top5 13.281 | Epoch: [13][402/553] Time 2.449 Data 0.001 Err 0.8490 top1 25.000 top5 4.688 | Epoch: [13][403/553] Time 2.443 Data 0.001 Err 1.2877 top1 28.906 top5 12.500 | Epoch: [13][404/553] Time 2.463 Data 0.001 Err 0.8341 top1 21.094 top5 6.250 | Epoch: [13][405/553] Time 2.472 Data 0.000 Err 0.8452 top1 19.531 top5 8.594 | Epoch: [13][406/553] Time 2.468 Data 0.001 Err 0.9771 top1 23.438 top5 10.938 | Epoch: [13][407/553] Time 2.466 Data 0.001 Err 0.9599 top1 27.344 top5 9.375 | Epoch: [13][408/553] Time 2.440 Data 0.001 Err 1.0418 top1 28.906 top5 12.500 | Epoch: [13][409/553] Time 2.503 Data 0.001 Err 0.9028 top1 21.875 top5 11.719 | Epoch: [13][410/553] Time 2.475 Data 0.001 Err 1.0147 top1 28.906 top5 10.156 | Epoch: [13][411/553] Time 2.471 Data 0.001 Err 0.8560 top1 21.875 top5 7.812 | Epoch: [13][412/553] Time 2.458 Data 0.001 Err 0.9594 top1 28.906 top5 7.031 | Epoch: [13][413/553] Time 2.518 Data 0.000 Err 0.9965 top1 31.250 top5 7.812 | Epoch: [13][414/553] Time 2.450 Data 0.001 Err 0.9741 top1 24.219 top5 11.719 | Epoch: [13][415/553] Time 2.456 Data 0.001 Err 0.9896 top1 26.562 top5 8.594 | Epoch: [13][416/553] Time 2.466 Data 0.001 Err 0.9094 top1 25.000 top5 9.375 | Epoch: [13][417/553] Time 2.472 Data 0.001 Err 1.2214 top1 30.469 top5 15.625 | Epoch: [13][418/553] Time 2.448 Data 0.001 Err 1.1185 top1 27.344 top5 13.281 | Epoch: [13][419/553] Time 2.444 Data 0.002 Err 0.9431 top1 21.875 top5 7.812 | Epoch: [13][420/553] Time 2.452 Data 0.001 Err 0.9928 top1 25.781 top5 10.156 | Epoch: [13][421/553] Time 2.516 Data 0.001 Err 0.9449 top1 22.656 top5 9.375 | Epoch: [13][422/553] Time 2.446 Data 0.001 Err 0.8791 top1 25.781 top5 8.594 | Epoch: [13][423/553] Time 2.441 Data 0.000 Err 0.9224 top1 26.562 top5 7.812 | Epoch: [13][424/553] Time 2.468 Data 0.001 Err 0.9639 top1 26.562 top5 9.375 | Epoch: [13][425/553] Time 2.472 Data 0.001 Err 0.8260 top1 21.094 top5 6.250 | Epoch: [13][426/553] Time 2.468 Data 0.001 Err 0.8960 top1 25.000 top5 7.031 | Epoch: [13][427/553] Time 2.440 Data 0.001 Err 0.8886 top1 25.000 top5 9.375 | Epoch: [13][428/553] Time 2.521 Data 0.001 Err 0.9693 top1 25.781 top5 7.031 | Epoch: [13][429/553] Time 2.489 Data 0.001 Err 0.8097 top1 20.312 top5 8.594 | Epoch: [13][430/553] Time 2.480 Data 0.001 Err 1.0380 top1 27.344 top5 11.719 | Epoch: [13][431/553] Time 2.436 Data 0.001 Err 1.0596 top1 25.781 top5 10.156 | Epoch: [13][432/553] Time 2.501 Data 0.000 Err 0.8859 top1 24.219 top5 8.594 | Epoch: [13][433/553] Time 2.523 Data 0.001 Err 0.8258 top1 17.969 top5 5.469 | Epoch: [13][434/553] Time 2.487 Data 0.001 Err 1.0152 top1 26.562 top5 10.156 | Epoch: [13][435/553] Time 2.489 Data 0.001 Err 1.0378 top1 25.781 top5 12.500 | Epoch: [13][436/553] Time 2.469 Data 0.001 Err 0.9632 top1 26.562 top5 8.594 | Epoch: [13][437/553] Time 2.477 Data 0.001 Err 0.8711 top1 25.000 top5 7.031 | Epoch: [13][438/553] Time 2.441 Data 0.001 Err 1.0546 top1 24.219 top5 10.156 | Epoch: [13][439/553] Time 2.450 Data 0.001 Err 0.9408 top1 25.000 top5 10.156 | Epoch: [13][440/553] Time 2.433 Data 0.001 Err 1.0233 top1 24.219 top5 6.250 | Epoch: [13][441/553] Time 2.475 Data 0.001 Err 1.2071 top1 28.906 top5 10.938 | Epoch: [13][442/553] Time 2.457 Data 0.001 Err 0.8643 top1 21.875 top5 7.812 | Epoch: [13][443/553] Time 2.454 Data 0.001 Err 0.9590 top1 27.344 top5 10.156 | Epoch: [13][444/553] Time 2.489 Data 0.001 Err 0.9941 top1 25.781 top5 9.375 | Epoch: [13][445/553] Time 2.508 Data 0.001 Err 0.9724 top1 25.000 top5 9.375 | Epoch: [13][446/553] Time 2.473 Data 0.001 Err 0.9841 top1 23.438 top5 7.031 | Epoch: [13][447/553] Time 2.481 Data 0.001 Err 0.8919 top1 24.219 top5 4.688 | Epoch: [13][448/553] Time 2.441 Data 0.001 Err 0.9865 top1 26.562 top5 8.594 | Epoch: [13][449/553] Time 2.464 Data 0.001 Err 0.9639 top1 27.344 top5 9.375 | Epoch: [13][450/553] Time 2.447 Data 0.001 Err 0.8485 top1 24.219 top5 9.375 | Epoch: [13][451/553] Time 2.478 Data 0.001 Err 0.9431 top1 27.344 top5 5.469 | Epoch: [13][452/553] Time 2.493 Data 0.001 Err 0.9144 top1 27.344 top5 7.031 | Epoch: [13][453/553] Time 2.487 Data 0.001 Err 0.9480 top1 25.781 top5 9.375 | Epoch: [13][454/553] Time 2.511 Data 0.001 Err 0.7410 top1 17.969 top5 6.250 | Epoch: [13][455/553] Time 2.509 Data 0.001 Err 0.7693 top1 20.312 top5 7.031 | Epoch: [13][456/553] Time 2.511 Data 0.001 Err 1.2995 top1 31.250 top5 13.281 | Epoch: [13][457/553] Time 2.477 Data 0.001 Err 1.1119 top1 28.906 top5 10.156 | Epoch: [13][458/553] Time 2.493 Data 0.001 Err 0.8907 top1 25.781 top5 6.250 | Epoch: [13][459/553] Time 2.462 Data 0.001 Err 1.1637 top1 35.156 top5 9.375 | Epoch: [13][460/553] Time 2.433 Data 0.001 Err 1.0111 top1 28.125 top5 7.031 | Epoch: [13][461/553] Time 2.514 Data 0.001 Err 0.8619 top1 20.312 top5 7.812 | Epoch: [13][462/553] Time 2.450 Data 0.001 Err 0.9024 top1 25.000 top5 7.812 | Epoch: [13][463/553] Time 2.436 Data 0.001 Err 0.8977 top1 25.000 top5 5.469 | Epoch: [13][464/553] Time 2.463 Data 0.001 Err 0.8451 top1 21.094 top5 7.812 | Epoch: [13][465/553] Time 2.513 Data 0.001 Err 1.1015 top1 27.344 top5 10.938 | Epoch: [13][466/553] Time 2.471 Data 0.001 Err 0.9893 top1 23.438 top5 10.156 | Epoch: [13][467/553] Time 2.491 Data 0.001 Err 0.5960 top1 12.500 top5 3.906 | Epoch: [13][468/553] Time 2.482 Data 0.001 Err 0.8411 top1 22.656 top5 8.594 | Epoch: [13][469/553] Time 2.451 Data 0.001 Err 0.9549 top1 28.125 top5 7.812 | Epoch: [13][470/553] Time 2.482 Data 0.001 Err 0.7431 top1 19.531 top5 3.906 | Epoch: [13][471/553] Time 2.442 Data 0.001 Err 0.9481 top1 27.344 top5 6.250 | Epoch: [13][472/553] Time 2.439 Data 0.001 Err 1.0281 top1 25.781 top5 11.719 | Epoch: [13][473/553] Time 2.489 Data 0.001 Err 0.8072 top1 18.750 top5 4.688 | Epoch: [13][474/553] Time 2.444 Data 0.001 Err 1.0207 top1 22.656 top5 10.938 | Epoch: [13][475/553] Time 2.478 Data 0.001 Err 1.2058 top1 28.906 top5 13.281 | Epoch: [13][476/553] Time 2.442 Data 0.001 Err 0.9847 top1 21.094 top5 9.375 | Epoch: [13][477/553] Time 2.508 Data 0.000 Err 0.8943 top1 25.000 top5 7.812 | Epoch: [13][478/553] Time 2.486 Data 0.001 Err 1.0173 top1 31.250 top5 9.375 | Epoch: [13][479/553] Time 2.459 Data 0.001 Err 0.7592 top1 18.750 top5 5.469 | Epoch: [13][480/553] Time 2.481 Data 0.000 Err 1.1377 top1 28.906 top5 13.281 | Epoch: [13][481/553] Time 2.451 Data 0.001 Err 1.0502 top1 26.562 top5 9.375 | Epoch: [13][482/553] Time 2.481 Data 0.001 Err 0.8599 top1 21.094 top5 7.812 | Epoch: [13][483/553] Time 2.437 Data 0.001 Err 0.7803 top1 17.969 top5 7.812 | Epoch: [13][484/553] Time 2.476 Data 0.001 Err 1.1277 top1 25.000 top5 13.281 | Epoch: [13][485/553] Time 2.482 Data 0.001 Err 0.9502 top1 23.438 top5 8.594 | Epoch: [13][486/553] Time 2.450 Data 0.001 Err 1.1409 top1 29.688 top5 10.938 | Epoch: [13][487/553] Time 2.474 Data 0.000 Err 0.7086 top1 24.219 top5 3.125 | Epoch: [13][488/553] Time 2.468 Data 0.001 Err 1.0606 top1 28.125 top5 8.594 | Epoch: [13][489/553] Time 2.448 Data 0.001 Err 1.0463 top1 28.906 top5 9.375 | Epoch: [13][490/553] Time 2.438 Data 0.000 Err 0.8974 top1 22.656 top5 7.812 | Epoch: [13][491/553] Time 2.454 Data 0.001 Err 0.8218 top1 22.656 top5 8.594 | Epoch: [13][492/553] Time 2.444 Data 0.001 Err 0.8844 top1 22.656 top5 5.469 | Epoch: [13][493/553] Time 2.443 Data 0.001 Err 0.8887 top1 23.438 top5 9.375 | Epoch: [13][494/553] Time 2.474 Data 0.001 Err 1.0840 top1 32.812 top5 12.500 | Epoch: [13][495/553] Time 2.441 Data 0.001 Err 1.1327 top1 25.781 top5 9.375 | Epoch: [13][496/553] Time 2.500 Data 0.001 Err 0.7745 top1 20.312 top5 6.250 | Epoch: [13][497/553] Time 2.434 Data 0.001 Err 1.0440 top1 27.344 top5 8.594 | Epoch: [13][498/553] Time 2.511 Data 0.001 Err 1.1540 top1 32.812 top5 12.500 | Epoch: [13][499/553] Time 2.505 Data 0.001 Err 0.7424 top1 19.531 top5 9.375 | Epoch: [13][500/553] Time 2.446 Data 0.000 Err 0.8989 top1 22.656 top5 7.812 | Epoch: [13][501/553] Time 2.432 Data 0.001 Err 1.0462 top1 27.344 top5 10.938 | Epoch: [13][502/553] Time 2.436 Data 0.001 Err 0.7461 top1 21.875 top5 5.469 | Epoch: [13][503/553] Time 2.454 Data 0.001 Err 0.7845 top1 20.312 top5 5.469 | Epoch: [13][504/553] Time 2.454 Data 0.001 Err 1.0586 top1 29.688 top5 8.594 | Epoch: [13][505/553] Time 2.479 Data 0.001 Err 0.8681 top1 21.875 top5 9.375 | Epoch: [13][506/553] Time 2.467 Data 0.001 Err 0.7673 top1 22.656 top5 4.688 | Epoch: [13][507/553] Time 2.446 Data 0.001 Err 1.1624 top1 27.344 top5 12.500 | Epoch: [13][508/553] Time 2.447 Data 0.001 Err 0.8023 top1 21.094 top5 6.250 | Epoch: [13][509/553] Time 2.474 Data 0.001 Err 1.1294 top1 27.344 top5 10.156 | Epoch: [13][510/553] Time 2.448 Data 0.001 Err 0.8919 top1 24.219 top5 8.594 | Epoch: [13][511/553] Time 2.475 Data 0.001 Err 1.2623 top1 34.375 top5 12.500 | Epoch: [13][512/553] Time 2.448 Data 0.001 Err 0.7910 top1 22.656 top5 7.031 | Epoch: [13][513/553] Time 2.474 Data 0.001 Err 1.2439 top1 32.812 top5 11.719 | Epoch: [13][514/553] Time 2.456 Data 0.001 Err 1.2273 top1 30.469 top5 9.375 | Epoch: [13][515/553] Time 2.464 Data 0.001 Err 0.8688 top1 25.000 top5 7.812 | Epoch: [13][516/553] Time 2.463 Data 0.001 Err 1.0559 top1 25.000 top5 9.375 | Epoch: [13][517/553] Time 2.512 Data 0.001 Err 0.9951 top1 27.344 top5 10.156 | Epoch: [13][518/553] Time 2.445 Data 0.001 Err 1.0721 top1 27.344 top5 10.156 | Epoch: [13][519/553] Time 2.443 Data 0.001 Err 1.0184 top1 28.125 top5 9.375 | Epoch: [13][520/553] Time 2.438 Data 0.001 Err 0.8928 top1 22.656 top5 7.812 | Epoch: [13][521/553] Time 2.469 Data 0.001 Err 1.0621 top1 28.125 top5 7.812 | Epoch: [13][522/553] Time 2.472 Data 0.001 Err 0.7728 top1 21.094 top5 4.688 | Epoch: [13][523/553] Time 2.441 Data 0.001 Err 1.4819 top1 35.938 top5 14.844 | Epoch: [13][524/553] Time 2.526 Data 0.001 Err 1.0315 top1 24.219 top5 10.938 | Epoch: [13][525/553] Time 2.511 Data 0.001 Err 0.9405 top1 24.219 top5 9.375 | Epoch: [13][526/553] Time 2.517 Data 0.001 Err 1.0886 top1 25.000 top5 10.938 | Epoch: [13][527/553] Time 2.513 Data 0.001 Err 1.1538 top1 28.906 top5 10.938 | Epoch: [13][528/553] Time 2.436 Data 0.001 Err 1.0641 top1 28.125 top5 10.156 | Epoch: [13][529/553] Time 2.479 Data 0.001 Err 0.7714 top1 22.656 top5 6.250 | Epoch: [13][530/553] Time 2.451 Data 0.001 Err 0.8686 top1 22.656 top5 5.469 | Epoch: [13][531/553] Time 2.441 Data 0.001 Err 1.0443 top1 28.906 top5 7.031 | Epoch: [13][532/553] Time 2.466 Data 0.001 Err 0.9180 top1 21.094 top5 8.594 | Epoch: [13][533/553] Time 2.517 Data 0.003 Err 1.0410 top1 25.781 top5 7.812 | Epoch: [13][534/553] Time 2.435 Data 0.001 Err 0.9965 top1 21.875 top5 8.594 | Epoch: [13][535/553] Time 2.434 Data 0.001 Err 1.1164 top1 29.688 top5 10.938 | Epoch: [13][536/553] Time 2.462 Data 0.001 Err 0.7661 top1 21.094 top5 8.594 | Epoch: [13][537/553] Time 2.468 Data 0.001 Err 0.9726 top1 24.219 top5 10.156 | Epoch: [13][538/553] Time 2.478 Data 0.001 Err 1.2359 top1 34.375 top5 12.500 | Epoch: [13][539/553] Time 2.450 Data 0.001 Err 1.0985 top1 28.906 top5 12.500 | Epoch: [13][540/553] Time 2.506 Data 0.001 Err 0.8441 top1 17.969 top5 8.594 | Epoch: [13][541/553] Time 2.515 Data 0.001 Err 1.0117 top1 27.344 top5 7.812 | Epoch: [13][542/553] Time 2.435 Data 0.001 Err 0.8500 top1 19.531 top5 6.250 | Epoch: [13][543/553] Time 2.471 Data 0.000 Err 1.1669 top1 32.812 top5 15.625 | Epoch: [13][544/553] Time 2.477 Data 0.000 Err 0.9791 top1 28.125 top5 9.375 | Epoch: [13][545/553] Time 2.473 Data 0.000 Err 0.9830 top1 24.219 top5 9.375 | Epoch: [13][546/553] Time 2.445 Data 0.000 Err 1.2499 top1 31.250 top5 12.500 | Epoch: [13][547/553] Time 2.447 Data 0.000 Err 0.9049 top1 27.344 top5 7.812 | Epoch: [13][548/553] Time 2.446 Data 0.000 Err 1.0841 top1 28.125 top5 12.500 | Epoch: [13][549/553] Time 2.432 Data 0.000 Err 1.2569 top1 30.469 top5 10.938 | Epoch: [13][550/553] Time 2.477 Data 0.000 Err 0.8516 top1 23.438 top5 7.031 | Epoch: [13][551/553] Time 2.457 Data 0.000 Err 0.9185 top1 25.781 top5 5.469 | Epoch: [13][552/553] Time 2.433 Data 0.000 Err 1.0064 top1 29.688 top5 7.031 | Epoch: [13][553/553] Time 1.025 Data 0.000 Err 1.1488 top1 31.818 top5 9.091 | Test: [13][1/198] Time 2.187 Data 1.470 top1 28.906 ( 28.906) top5 9.375 ( 9.375) | Test: [13][2/198] Time 0.720 Data 0.001 top1 22.656 ( 25.781) top5 3.125 ( 6.250) | Test: [13][3/198] Time 0.714 Data 0.000 top1 26.562 ( 26.042) top5 11.719 ( 8.073) | Test: [13][4/198] Time 0.723 Data 0.001 top1 23.438 ( 25.391) top5 7.812 ( 8.008) | Test: [13][5/198] Time 0.719 Data 0.003 top1 31.250 ( 26.562) top5 7.812 ( 7.969) | Test: [13][6/198] Time 0.714 Data 0.001 top1 29.688 ( 27.083) top5 7.812 ( 7.943) | Test: [13][7/198] Time 0.730 Data 0.001 top1 26.562 ( 27.009) top5 6.250 ( 7.701) | Test: [13][8/198] Time 0.725 Data 0.001 top1 25.000 ( 26.758) top5 4.688 ( 7.324) | Test: [13][9/198] Time 0.740 Data 0.001 top1 25.000 ( 26.562) top5 8.594 ( 7.465) | Test: [13][10/198] Time 0.729 Data 0.001 top1 24.219 ( 26.328) top5 7.812 ( 7.500) | Test: [13][11/198] Time 0.735 Data 0.001 top1 29.688 ( 26.634) top5 8.594 ( 7.599) | Test: [13][12/198] Time 0.731 Data 0.001 top1 25.781 ( 26.562) top5 7.031 ( 7.552) | Test: [13][13/198] Time 0.716 Data 0.001 top1 28.906 ( 26.743) top5 8.594 ( 7.632) | Test: [13][14/198] Time 0.723 Data 0.001 top1 34.375 ( 27.288) top5 7.812 ( 7.645) | Test: [13][15/198] Time 0.715 Data 0.001 top1 26.562 ( 27.240) top5 9.375 ( 7.760) | Test: [13][16/198] Time 0.720 Data 0.001 top1 25.000 ( 27.100) top5 8.594 ( 7.812) | Test: [13][17/198] Time 0.717 Data 0.001 top1 27.344 ( 27.114) top5 10.156 ( 7.950) | Test: [13][18/198] Time 0.725 Data 0.001 top1 25.781 ( 27.040) top5 11.719 ( 8.160) | Test: [13][19/198] Time 0.717 Data 0.001 top1 26.562 ( 27.015) top5 7.812 ( 8.141) | Test: [13][20/198] Time 0.717 Data 0.001 top1 32.812 ( 27.305) top5 7.812 ( 8.125) | Test: [13][21/198] Time 0.726 Data 0.001 top1 28.906 ( 27.381) top5 15.625 ( 8.482) | Test: [13][22/198] Time 0.723 Data 0.001 top1 26.562 ( 27.344) top5 6.250 ( 8.381) | Test: [13][23/198] Time 0.731 Data 0.001 top1 26.562 ( 27.310) top5 7.031 ( 8.322) | Test: [13][24/198] Time 0.726 Data 0.001 top1 23.438 ( 27.148) top5 9.375 ( 8.366) | Test: [13][25/198] Time 0.728 Data 0.001 top1 33.594 ( 27.406) top5 8.594 ( 8.375) | Test: [13][26/198] Time 0.723 Data 0.002 top1 28.125 ( 27.434) top5 10.156 ( 8.444) | Test: [13][27/198] Time 0.726 Data 0.001 top1 25.781 ( 27.373) top5 9.375 ( 8.478) | Test: [13][28/198] Time 0.732 Data 0.001 top1 27.344 ( 27.372) top5 9.375 ( 8.510) | Test: [13][29/198] Time 0.735 Data 0.001 top1 20.312 ( 27.128) top5 6.250 ( 8.432) | Test: [13][30/198] Time 0.729 Data 0.001 top1 20.312 ( 26.901) top5 6.250 ( 8.359) | Test: [13][31/198] Time 0.723 Data 0.001 top1 33.594 ( 27.117) top5 10.156 ( 8.417) | Test: [13][32/198] Time 0.728 Data 0.001 top1 25.000 ( 27.051) top5 5.469 ( 8.325) | Test: [13][33/198] Time 0.720 Data 0.001 top1 29.688 ( 27.131) top5 5.469 ( 8.239) | Test: [13][34/198] Time 0.721 Data 0.001 top1 28.125 ( 27.160) top5 11.719 ( 8.341) | Test: [13][35/198] Time 0.722 Data 0.001 top1 32.812 ( 27.321) top5 9.375 ( 8.371) | Test: [13][36/198] Time 0.724 Data 0.001 top1 32.812 ( 27.474) top5 7.812 ( 8.355) | Test: [13][37/198] Time 0.719 Data 0.001 top1 30.469 ( 27.555) top5 3.906 ( 8.235) | Test: [13][38/198] Time 0.728 Data 0.001 top1 25.000 ( 27.488) top5 10.938 ( 8.306) | Test: [13][39/198] Time 0.728 Data 0.001 top1 28.125 ( 27.504) top5 4.688 ( 8.213) | Test: [13][40/198] Time 0.730 Data 0.001 top1 27.344 ( 27.500) top5 8.594 ( 8.223) | Test: [13][41/198] Time 0.733 Data 0.001 top1 26.562 ( 27.477) top5 7.031 ( 8.194) | Test: [13][42/198] Time 0.728 Data 0.001 top1 35.938 ( 27.679) top5 9.375 ( 8.222) | Test: [13][43/198] Time 0.724 Data 0.001 top1 34.375 ( 27.834) top5 9.375 ( 8.249) | Test: [13][44/198] Time 0.720 Data 0.001 top1 30.469 ( 27.894) top5 10.156 ( 8.292) | Test: [13][45/198] Time 0.715 Data 0.000 top1 37.500 ( 28.108) top5 14.844 ( 8.438) | Test: [13][46/198] Time 0.730 Data 0.001 top1 28.125 ( 28.108) top5 7.031 ( 8.407) | Test: [13][47/198] Time 0.725 Data 0.001 top1 25.781 ( 28.059) top5 9.375 ( 8.428) | Test: [13][48/198] Time 0.725 Data 0.001 top1 25.781 ( 28.011) top5 5.469 ( 8.366) | Test: [13][49/198] Time 0.722 Data 0.001 top1 21.094 ( 27.870) top5 7.812 ( 8.355) | Test: [13][50/198] Time 0.729 Data 0.001 top1 29.688 ( 27.906) top5 7.812 ( 8.344) | Test: [13][51/198] Time 0.730 Data 0.001 top1 28.125 ( 27.911) top5 7.812 ( 8.333) | Test: [13][52/198] Time 0.736 Data 0.001 top1 30.469 ( 27.960) top5 10.156 ( 8.368) | Test: [13][53/198] Time 0.730 Data 0.001 top1 32.812 ( 28.051) top5 13.281 ( 8.461) | Test: [13][54/198] Time 0.726 Data 0.001 top1 20.312 ( 27.908) top5 10.938 ( 8.507) | Test: [13][55/198] Time 0.719 Data 0.001 top1 27.344 ( 27.898) top5 10.156 ( 8.537) | Test: [13][56/198] Time 0.723 Data 0.001 top1 29.688 ( 27.930) top5 10.156 ( 8.566) | Test: [13][57/198] Time 0.715 Data 0.001 top1 28.906 ( 27.947) top5 7.031 ( 8.539) | Test: [13][58/198] Time 0.716 Data 0.001 top1 32.812 ( 28.031) top5 9.375 ( 8.553) | Test: [13][59/198] Time 0.729 Data 0.001 top1 24.219 ( 27.966) top5 9.375 ( 8.567) | Test: [13][60/198] Time 0.718 Data 0.001 top1 34.375 ( 28.073) top5 10.938 ( 8.607) | Test: [13][61/198] Time 0.727 Data 0.001 top1 29.688 ( 28.099) top5 7.812 ( 8.594) | Test: [13][62/198] Time 0.721 Data 0.001 top1 27.344 ( 28.087) top5 7.031 ( 8.569) | Test: [13][63/198] Time 0.732 Data 0.001 top1 22.656 ( 28.001) top5 6.250 ( 8.532) | Test: [13][64/198] Time 0.730 Data 0.001 top1 26.562 ( 27.979) top5 7.031 ( 8.508) | Test: [13][65/198] Time 0.742 Data 0.001 top1 24.219 ( 27.921) top5 7.812 ( 8.498) | Test: [13][66/198] Time 0.722 Data 0.001 top1 30.469 ( 27.959) top5 9.375 ( 8.511) | Test: [13][67/198] Time 0.724 Data 0.001 top1 28.906 ( 27.973) top5 3.906 ( 8.442) | Test: [13][68/198] Time 0.717 Data 0.001 top1 28.906 ( 27.987) top5 8.594 ( 8.444) | Test: [13][69/198] Time 0.715 Data 0.001 top1 19.531 ( 27.865) top5 4.688 ( 8.390) | Test: [13][70/198] Time 0.723 Data 0.001 top1 24.219 ( 27.812) top5 7.031 ( 8.371) | Test: [13][71/198] Time 0.713 Data 0.001 top1 27.344 ( 27.806) top5 5.469 ( 8.330) | Test: [13][72/198] Time 0.725 Data 0.001 top1 28.906 ( 27.821) top5 5.469 ( 8.290) | Test: [13][73/198] Time 0.721 Data 0.001 top1 32.812 ( 27.890) top5 10.156 ( 8.315) | Test: [13][74/198] Time 0.723 Data 0.001 top1 24.219 ( 27.840) top5 7.031 ( 8.298) | Test: [13][75/198] Time 0.721 Data 0.001 top1 19.531 ( 27.729) top5 6.250 ( 8.271) | Test: [13][76/198] Time 0.728 Data 0.003 top1 30.469 ( 27.765) top5 14.062 ( 8.347) | Test: [13][77/198] Time 0.724 Data 0.001 top1 31.250 ( 27.810) top5 10.156 ( 8.371) | Test: [13][78/198] Time 0.725 Data 0.001 top1 29.688 ( 27.835) top5 10.156 ( 8.393) | Test: [13][79/198] Time 0.720 Data 0.001 top1 32.031 ( 27.888) top5 12.500 ( 8.445) | Test: [13][80/198] Time 0.717 Data 0.001 top1 32.031 ( 27.939) top5 8.594 ( 8.447) | Test: [13][81/198] Time 0.717 Data 0.003 top1 21.875 ( 27.865) top5 3.125 ( 8.382) | Test: [13][82/198] Time 0.724 Data 0.001 top1 30.469 ( 27.896) top5 7.031 ( 8.365) | Test: [13][83/198] Time 0.724 Data 0.001 top1 22.656 ( 27.833) top5 6.250 ( 8.340) | Test: [13][84/198] Time 0.735 Data 0.001 top1 34.375 ( 27.911) top5 14.844 ( 8.417) | Test: [13][85/198] Time 0.725 Data 0.001 top1 32.031 ( 27.960) top5 9.375 ( 8.428) | Test: [13][86/198] Time 0.720 Data 0.001 top1 32.812 ( 28.016) top5 3.906 ( 8.376) | Test: [13][87/198] Time 0.729 Data 0.001 top1 21.094 ( 27.936) top5 4.688 ( 8.333) | Test: [13][88/198] Time 0.723 Data 0.001 top1 24.219 ( 27.894) top5 7.031 ( 8.319) | Test: [13][89/198] Time 0.721 Data 0.001 top1 30.469 ( 27.923) top5 10.938 ( 8.348) | Test: [13][90/198] Time 0.720 Data 0.001 top1 29.688 ( 27.943) top5 5.469 ( 8.316) | Test: [13][91/198] Time 0.719 Data 0.001 top1 32.031 ( 27.988) top5 10.156 ( 8.336) | Test: [13][92/198] Time 0.710 Data 0.001 top1 21.094 ( 27.913) top5 3.906 ( 8.288) | Test: [13][93/198] Time 0.724 Data 0.001 top1 28.906 ( 27.923) top5 7.031 ( 8.275) | Test: [13][94/198] Time 0.729 Data 0.001 top1 27.344 ( 27.917) top5 3.125 ( 8.220) | Test: [13][95/198] Time 0.721 Data 0.000 top1 32.812 ( 27.969) top5 8.594 ( 8.224) | Test: [13][96/198] Time 0.728 Data 0.001 top1 28.125 ( 27.970) top5 7.812 ( 8.219) | Test: [13][97/198] Time 0.722 Data 0.001 top1 34.375 ( 28.036) top5 10.156 ( 8.239) | Test: [13][98/198] Time 0.729 Data 0.001 top1 25.781 ( 28.013) top5 11.719 ( 8.275) | Test: [13][99/198] Time 0.725 Data 0.001 top1 30.469 ( 28.038) top5 8.594 ( 8.278) | Test: [13][100/198] Time 0.725 Data 0.001 top1 29.688 ( 28.055) top5 10.156 ( 8.297) | Test: [13][101/198] Time 0.716 Data 0.001 top1 30.469 ( 28.079) top5 10.156 ( 8.315) | Test: [13][102/198] Time 0.709 Data 0.001 top1 31.250 ( 28.110) top5 10.156 ( 8.333) | Test: [13][103/198] Time 0.719 Data 0.001 top1 22.656 ( 28.057) top5 7.812 ( 8.328) | Test: [13][104/198] Time 0.721 Data 0.001 top1 28.906 ( 28.065) top5 6.250 ( 8.308) | Test: [13][105/198] Time 0.734 Data 0.001 top1 35.156 ( 28.132) top5 14.062 ( 8.363) | Test: [13][106/198] Time 0.729 Data 0.001 top1 21.875 ( 28.073) top5 6.250 ( 8.343) | Test: [13][107/198] Time 0.728 Data 0.001 top1 24.219 ( 28.037) top5 7.031 ( 8.331) | Test: [13][108/198] Time 0.732 Data 0.001 top1 34.375 ( 28.096) top5 12.500 ( 8.370) | Test: [13][109/198] Time 0.729 Data 0.003 top1 22.656 ( 28.046) top5 8.594 ( 8.372) | Test: [13][110/198] Time 0.728 Data 0.001 top1 28.125 ( 28.047) top5 7.031 ( 8.359) | Test: [13][111/198] Time 0.722 Data 0.001 top1 32.031 ( 28.083) top5 8.594 ( 8.361) | Test: [13][112/198] Time 0.720 Data 0.001 top1 33.594 ( 28.132) top5 10.156 ( 8.378) | Test: [13][113/198] Time 0.721 Data 0.001 top1 30.469 ( 28.153) top5 10.938 ( 8.400) | Test: [13][114/198] Time 0.722 Data 0.001 top1 27.344 ( 28.146) top5 9.375 ( 8.409) | Test: [13][115/198] Time 0.776 Data 0.005 top1 33.594 ( 28.193) top5 7.031 ( 8.397) | Test: [13][116/198] Time 0.723 Data 0.001 top1 25.000 ( 28.165) top5 10.938 ( 8.419) | Test: [13][117/198] Time 0.717 Data 0.001 top1 25.781 ( 28.145) top5 5.469 ( 8.393) | Test: [13][118/198] Time 0.723 Data 0.001 top1 25.781 ( 28.125) top5 9.375 ( 8.402) | Test: [13][119/198] Time 0.725 Data 0.000 top1 35.156 ( 28.184) top5 10.156 ( 8.416) | Test: [13][120/198] Time 0.719 Data 0.001 top1 25.781 ( 28.164) top5 10.938 ( 8.438) | Test: [13][121/198] Time 0.718 Data 0.001 top1 27.344 ( 28.157) top5 11.719 ( 8.465) | Test: [13][122/198] Time 0.718 Data 0.001 top1 29.688 ( 28.170) top5 10.938 ( 8.485) | Test: [13][123/198] Time 0.719 Data 0.001 top1 25.781 ( 28.150) top5 10.938 ( 8.505) | Test: [13][124/198] Time 0.727 Data 0.001 top1 32.812 ( 28.188) top5 8.594 ( 8.506) | Test: [13][125/198] Time 0.722 Data 0.001 top1 29.688 ( 28.200) top5 8.594 ( 8.506) | Test: [13][126/198] Time 0.723 Data 0.001 top1 30.469 ( 28.218) top5 8.594 ( 8.507) | Test: [13][127/198] Time 0.724 Data 0.001 top1 28.906 ( 28.223) top5 8.594 ( 8.508) | Test: [13][128/198] Time 0.725 Data 0.000 top1 21.094 ( 28.168) top5 7.812 ( 8.502) | Test: [13][129/198] Time 0.730 Data 0.002 top1 28.906 ( 28.173) top5 8.594 ( 8.503) | Test: [13][130/198] Time 0.722 Data 0.001 top1 31.250 ( 28.197) top5 9.375 ( 8.510) | Test: [13][131/198] Time 0.720 Data 0.001 top1 35.938 ( 28.256) top5 10.156 ( 8.522) | Test: [13][132/198] Time 0.714 Data 0.001 top1 28.906 ( 28.261) top5 12.500 ( 8.552) | Test: [13][133/198] Time 0.747 Data 0.001 top1 26.562 ( 28.248) top5 5.469 ( 8.529) | Test: [13][134/198] Time 0.734 Data 0.001 top1 24.219 ( 28.218) top5 9.375 ( 8.535) | Test: [13][135/198] Time 0.736 Data 0.001 top1 33.594 ( 28.258) top5 10.156 ( 8.547) | Test: [13][136/198] Time 0.734 Data 0.001 top1 26.562 ( 28.246) top5 7.812 ( 8.542) | Test: [13][137/198] Time 0.741 Data 0.004 top1 24.219 ( 28.216) top5 10.938 ( 8.560) | Test: [13][138/198] Time 0.732 Data 0.001 top1 23.438 ( 28.182) top5 7.031 ( 8.548) | Test: [13][139/198] Time 0.729 Data 0.001 top1 24.219 ( 28.153) top5 5.469 ( 8.526) | Test: [13][140/198] Time 0.727 Data 0.001 top1 35.938 ( 28.209) top5 10.156 ( 8.538) | Test: [13][141/198] Time 0.728 Data 0.002 top1 25.781 ( 28.191) top5 9.375 ( 8.544) | Test: [13][142/198] Time 0.745 Data 0.001 top1 25.781 ( 28.175) top5 7.812 ( 8.539) | Test: [13][143/198] Time 0.731 Data 0.001 top1 25.000 ( 28.152) top5 3.906 ( 8.506) | Test: [13][144/198] Time 0.729 Data 0.001 top1 28.125 ( 28.152) top5 6.250 ( 8.491) | Test: [13][145/198] Time 0.729 Data 0.001 top1 32.031 ( 28.179) top5 8.594 ( 8.491) | Test: [13][146/198] Time 0.729 Data 0.001 top1 26.562 ( 28.168) top5 3.906 ( 8.460) | Test: [13][147/198] Time 0.725 Data 0.001 top1 22.656 ( 28.130) top5 3.125 ( 8.424) | Test: [13][148/198] Time 0.717 Data 0.000 top1 25.781 ( 28.114) top5 7.812 ( 8.420) | Test: [13][149/198] Time 0.721 Data 0.001 top1 28.906 ( 28.120) top5 9.375 ( 8.426) | Test: [13][150/198] Time 0.723 Data 0.000 top1 28.906 ( 28.125) top5 9.375 ( 8.432) | Test: [13][151/198] Time 0.722 Data 0.002 top1 29.688 ( 28.135) top5 10.156 ( 8.444) | Test: [13][152/198] Time 0.721 Data 0.000 top1 27.344 ( 28.130) top5 4.688 ( 8.419) | Test: [13][153/198] Time 0.725 Data 0.000 top1 19.531 ( 28.074) top5 5.469 ( 8.400) | Test: [13][154/198] Time 0.731 Data 0.001 top1 23.438 ( 28.044) top5 7.812 ( 8.396) | Test: [13][155/198] Time 0.729 Data 0.000 top1 29.688 ( 28.054) top5 6.250 ( 8.382) | Test: [13][156/198] Time 0.740 Data 0.001 top1 28.906 ( 28.060) top5 5.469 ( 8.363) | Test: [13][157/198] Time 0.730 Data 0.001 top1 27.344 ( 28.055) top5 6.250 ( 8.350) | Test: [13][158/198] Time 0.732 Data 0.001 top1 25.000 ( 28.036) top5 8.594 ( 8.351) | Test: [13][159/198] Time 0.726 Data 0.001 top1 26.562 ( 28.027) top5 7.812 ( 8.348) | Test: [13][160/198] Time 0.719 Data 0.001 top1 29.688 ( 28.037) top5 14.062 ( 8.384) | Test: [13][161/198] Time 0.717 Data 0.001 top1 26.562 ( 28.028) top5 3.906 ( 8.356) | Test: [13][162/198] Time 0.718 Data 0.001 top1 25.781 ( 28.014) top5 7.031 ( 8.348) | Test: [13][163/198] Time 0.719 Data 0.001 top1 26.562 ( 28.005) top5 5.469 ( 8.330) | Test: [13][164/198] Time 0.731 Data 0.001 top1 21.875 ( 27.968) top5 8.594 ( 8.332) | Test: [13][165/198] Time 0.746 Data 0.001 top1 21.875 ( 27.931) top5 7.812 ( 8.329) | Test: [13][166/198] Time 0.736 Data 0.001 top1 28.906 ( 27.937) top5 8.594 ( 8.330) | Test: [13][167/198] Time 0.738 Data 0.001 top1 25.000 ( 27.919) top5 6.250 ( 8.318) | Test: [13][168/198] Time 0.731 Data 0.001 top1 28.906 ( 27.925) top5 11.719 ( 8.338) | Test: [13][169/198] Time 0.722 Data 0.001 top1 28.125 ( 27.926) top5 8.594 ( 8.339) | Test: [13][170/198] Time 0.728 Data 0.001 top1 20.312 ( 27.881) top5 3.125 ( 8.309) | Test: [13][171/198] Time 0.720 Data 0.002 top1 28.125 ( 27.883) top5 9.375 ( 8.315) | Test: [13][172/198] Time 0.753 Data 0.001 top1 21.875 ( 27.848) top5 10.938 ( 8.330) | Test: [13][173/198] Time 0.732 Data 0.001 top1 30.469 ( 27.863) top5 6.250 ( 8.318) | Test: [13][174/198] Time 0.733 Data 0.002 top1 27.344 ( 27.860) top5 7.812 ( 8.315) | Test: [13][175/198] Time 0.722 Data 0.001 top1 25.781 ( 27.848) top5 7.812 ( 8.312) | Test: [13][176/198] Time 0.710 Data 0.001 top1 27.344 ( 27.845) top5 8.594 ( 8.314) | Test: [13][177/198] Time 0.719 Data 0.000 top1 34.375 ( 27.882) top5 10.156 ( 8.325) | Test: [13][178/198] Time 0.714 Data 0.001 top1 28.906 ( 27.888) top5 12.500 ( 8.348) | Test: [13][179/198] Time 0.723 Data 0.000 top1 29.688 ( 27.898) top5 6.250 ( 8.336) | Test: [13][180/198] Time 0.722 Data 0.001 top1 22.656 ( 27.869) top5 6.250 ( 8.325) | Test: [13][181/198] Time 0.724 Data 0.001 top1 28.125 ( 27.870) top5 10.938 ( 8.339) | Test: [13][182/198] Time 0.719 Data 0.001 top1 28.125 ( 27.872) top5 3.906 ( 8.315) | Test: [13][183/198] Time 0.718 Data 0.001 top1 25.781 ( 27.860) top5 6.250 ( 8.303) | Test: [13][184/198] Time 0.723 Data 0.001 top1 24.219 ( 27.841) top5 2.344 ( 8.271) | Test: [13][185/198] Time 0.720 Data 0.001 top1 24.219 ( 27.821) top5 6.250 ( 8.260) | Test: [13][186/198] Time 0.736 Data 0.001 top1 23.438 ( 27.797) top5 9.375 ( 8.266) | Test: [13][187/198] Time 0.723 Data 0.000 top1 30.469 ( 27.812) top5 11.719 ( 8.285) | Test: [13][188/198] Time 0.728 Data 0.000 top1 31.250 ( 27.830) top5 9.375 ( 8.290) | Test: [13][189/198] Time 0.729 Data 0.001 top1 22.656 ( 27.803) top5 7.812 ( 8.288) | Test: [13][190/198] Time 0.718 Data 0.000 top1 28.125 ( 27.804) top5 8.594 ( 8.289) | Test: [13][191/198] Time 0.726 Data 0.000 top1 35.156 ( 27.843) top5 9.375 ( 8.295) | Test: [13][192/198] Time 0.729 Data 0.000 top1 28.125 ( 27.844) top5 9.375 ( 8.301) | Test: [13][193/198] Time 0.738 Data 0.000 top1 28.125 ( 27.846) top5 10.156 ( 8.310) | Test: [13][194/198] Time 0.729 Data 0.000 top1 21.094 ( 27.811) top5 3.906 ( 8.288) | Test: [13][195/198] Time 0.727 Data 0.001 top1 35.938 ( 27.853) top5 7.031 ( 8.281) | Test: [13][196/198] Time 0.263 Data 0.000 top1 26.471 ( 27.846) top5 17.647 ( 8.329) | Test: [13][197/198] Time 0.721 Data 0.000 top1 21.875 ( 27.815) top5 6.250 ( 8.318) | Test: [13][198/198] Time 0.722 Data 0.000 top1 26.562 ( 27.809) top5 7.031 ( 8.312) * Finished epoch # 13 top1: 27.809 top5: 8.312 * Best model 27.808879233512 8.3119800950683 Epoch 14 => Training epoch # 14 BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. BLAS : Program is Terminated. Because you tried to allocate too many memory regions. | Epoch: [14][1/553] Time 4.937 Data 2.428 Err 0.6939 top1 17.188 top5 5.469 | Epoch: [14][2/553] Time 2.436 Data 0.001 Err 0.9539 top1 29.688 top5 7.812 | Epoch: [14][3/553] Time 2.450 Data 0.001 Err 0.9434 top1 25.781 top5 7.031 | Epoch: [14][4/553] Time 2.429 Data 0.001 Err 1.0810 top1 28.906 top5 10.156 | Epoch: [14][5/553] Time 2.429 Data 0.001 Err 0.6082 top1 15.625 top5 3.906 | Epoch: [14][6/553] Time 2.464 Data 0.001 Err 0.7828 top1 21.875 top5 4.688 | Epoch: [14][7/553] Time 2.433 Data 0.001 Err 0.7988 top1 21.094 top5 7.031 | Epoch: [14][8/553] Time 2.429 Data 0.001 Err 0.8536 top1 23.438 top5 8.594 | Epoch: [14][9/553] Time 2.433 Data 0.001 Err 0.9263 top1 23.438 top5 4.688 | Epoch: [14][10/553] Time 2.488 Data 0.005 Err 0.8249 top1 24.219 top5 7.812 | Epoch: [14][11/553] Time 2.460 Data 0.001 Err 1.0777 top1 27.344 top5 10.156 | Epoch: [14][12/553] Time 2.447 Data 0.001 Err 1.1370 top1 32.812 top5 11.719 | Epoch: [14][13/553] Time 2.479 Data 0.001 Err 0.7821 top1 21.875 top5 6.250 | Epoch: [14][14/553] Time 2.435 Data 0.001 Err 0.9473 top1 21.875 top5 9.375 | Epoch: [14][15/553] Time 2.445 Data 0.001 Err 1.0547 top1 25.781 top5 13.281 | Epoch: [14][16/553] Time 2.471 Data 0.001 Err 0.9554 top1 22.656 top5 8.594 | Epoch: [14][17/553] Time 2.465 Data 0.001 Err 1.0267 top1 30.469 top5 7.812 | Epoch: [14][18/553] Time 2.461 Data 0.001 Err 0.8690 top1 22.656 top5 7.031 | Epoch: [14][19/553] Time 2.429 Data 0.001 Err 0.9722 top1 27.344 top5 9.375 | Epoch: [14][20/553] Time 2.434 Data 0.001 Err 0.9396 top1 25.000 top5 6.250 | Epoch: [14][21/553] Time 2.429 Data 0.001 Err 0.8855 top1 25.781 top5 5.469 | Epoch: [14][22/553] Time 2.456 Data 0.001 Err 1.2191 top1 33.594 top5 9.375 | Epoch: [14][23/553] Time 2.469 Data 0.001 Err 0.8293 top1 21.094 top5 6.250 | Epoch: [14][24/553] Time 2.444 Data 0.001 Err 0.8759 top1 25.781 top5 7.031 | Epoch: [14][25/553] Time 2.457 Data 0.001 Err 1.1958 top1 28.906 top5 12.500 | Epoch: [14][26/553] Time 2.432 Data 0.001 Err 0.8679 top1 18.750 top5 7.031 | Epoch: [14][27/553] Time 2.430 Data 0.001 Err 1.0729 top1 29.688 top5 9.375 | Epoch: [14][28/553] Time 2.470 Data 0.001 Err 1.1510 top1 29.688 top5 13.281 | Epoch: [14][29/553] Time 2.465 Data 0.001 Err 0.8408 top1 23.438 top5 7.812 | Epoch: [14][30/553] Time 2.465 Data 0.001 Err 0.8910 top1 29.688 top5 5.469 | Epoch: [14][31/553] Time 2.438 Data 0.001 Err 0.7286 top1 22.656 top5 2.344 | Epoch: [14][32/553] Time 2.477 Data 0.001 Err 0.8720 top1 19.531 top5 8.594 | Epoch: [14][33/553] Time 2.444 Data 0.001 Err 0.7778 top1 23.438 top5 1.562 | Epoch: [14][34/553] Time 2.482 Data 0.001 Err 1.0135 top1 30.469 top5 10.938 | Epoch: [14][35/553] Time 2.440 Data 0.001 Err 0.9708 top1 27.344 top5 7.812 | Epoch: [14][36/553] Time 2.474 Data 0.001 Err 0.6760 top1 19.531 top5 3.906 | Epoch: [14][37/553] Time 2.448 Data 0.001 Err 1.1510 top1 28.125 top5 11.719 | Epoch: [14][38/553] Time 2.453 Data 0.001 Err 0.8142 top1 21.094 top5 6.250 | Epoch: [14][39/553] Time 2.447 Data 0.001 Err 1.1634 top1 25.000 top5 11.719 | Epoch: [14][40/553] Time 2.471 Data 0.000 Err 0.7208 top1 19.531 top5 5.469 | Epoch: [14][41/553] Time 2.447 Data 0.001 Err 0.7753 top1 21.875 top5 4.688 | Epoch: [14][42/553] Time 2.436 Data 0.001 Err 0.9739 top1 25.000 top5 7.812 | Epoch: [14][43/553] Time 2.467 Data 0.001 Err 0.9648 top1 28.125 top5 9.375 | Epoch: [14][44/553] Time 2.471 Data 0.001 Err 1.0300 top1 24.219 top5 10.156 | Epoch: [14][45/553] Time 2.455 Data 0.001 Err 0.7637 top1 18.750 top5 7.031 | Epoch: [14][46/553] Time 2.435 Data 0.002 Err 0.8459 top1 21.875 top5 9.375 | Epoch: [14][47/553] Time 2.441 Data 0.001 Err 0.9222 top1 27.344 top5 7.812 | Epoch: [14][48/553] Time 2.441 Data 0.000 Err 0.9264 top1 26.562 top5 8.594 | Epoch: [14][49/553] Time 2.507 Data 0.001 Err 1.1432 top1 25.000 top5 10.156 | Epoch: [14][50/553] Time 2.446 Data 0.001 Err 0.8900 top1 22.656 top5 7.031 | Epoch: [14][51/553] Time 2.455 Data 0.001 Err 0.7380 top1 21.875 top5 7.031 | Epoch: [14][52/553] Time 2.435 Data 0.001 Err 1.2024 top1 32.031 top5 11.719 | Epoch: [14][53/553] Time 2.437 Data 0.001 Err 0.8291 top1 22.656 top5 7.031 | Epoch: [14][54/553] Time 2.448 Data 0.001 Err 0.7713 top1 18.750 top5 6.250 | Epoch: [14][55/553] Time 2.439 Data 0.001 Err 0.8587 top1 21.094 top5 5.469 | Epoch: [14][56/553] Time 2.529 Data 0.001 Err 0.8228 top1 21.875 top5 7.031 | Epoch: [14][57/553] Time 2.452 Data 0.001 Err 0.7781 top1 19.531 top5 7.812 | Epoch: [14][58/553] Time 2.442 Data 0.001 Err 1.1978 top1 29.688 top5 14.062 | Epoch: [14][59/553] Time 2.452 Data 0.001 Err 0.9872 top1 26.562 top5 7.812 | Epoch: [14][60/553] Time 2.441 Data 0.001 Err 0.7730 top1 18.750 top5 9.375 | Epoch: [14][61/553] Time 2.457 Data 0.001 Err 0.7938 top1 20.312 top5 7.031 | Epoch: [14][62/553] Time 2.437 Data 0.001 Err 0.8889 top1 21.875 top5 6.250 | Epoch: [14][63/553] Time 2.431 Data 0.001 Err 1.1275 top1 26.562 top5 13.281 | Epoch: [14][64/553] Time 2.466 Data 0.001 Err 0.6732 top1 21.094 top5 3.906 | Epoch: [14][65/553] Time 2.463 Data 0.001 Err 1.0844 top1 31.250 top5 10.938 | Epoch: [14][66/553] Time 2.454 Data 0.001 Err 0.8404 top1 22.656 top5 6.250 | Epoch: [14][67/553] Time 2.454 Data 0.001 Err 0.9526 top1 24.219 top5 8.594 | Epoch: [14][68/553] Time 2.481 Data 0.000 Err 0.9474 top1 25.781 top5 7.031 | Epoch: [14][69/553] Time 2.464 Data 0.001 Err 1.2095 top1 28.906 top5 9.375 | Epoch: [14][70/553] Time 2.450 Data 0.001 Err 0.8349 top1 23.438 top5 7.812 | Epoch: [14][71/553] Time 2.467 Data 0.001 Err 1.0861 top1 25.781 top5 7.812 | Epoch: [14][72/553] Time 2.441 Data 0.001 Err 0.6999 top1 17.969 top5 5.469 | Epoch: [14][73/553] Time 2.440 Data 0.001 Err 0.7810 top1 21.875 top5 5.469 | Epoch: [14][74/553] Time 2.470 Data 0.001 Err 0.9131 top1 23.438 top5 9.375 | Epoch: [14][75/553] Time 2.445 Data 0.001 Err 0.8626 top1 23.438 top5 8.594 | Epoch: [14][76/553] Time 2.470 Data 0.001 Err 0.9796 top1 21.094 top5 10.156 | Epoch: [14][77/553] Time 2.455 Data 0.001 Err 0.8167 top1 24.219 top5 7.812 | Epoch: [14][78/553] Time 2.481 Data 0.001 Err 0.9547 top1 25.000 top5 8.594 | Epoch: [14][79/553] Time 2.442 Data 0.001 Err 0.8545 top1 23.438 top5 8.594 | Epoch: [14][80/553] Time 2.475 Data 0.001 Err 0.8802 top1 23.438 top5 9.375 | Epoch: [14][81/553] Time 2.467 Data 0.001 Err 0.8091 top1 20.312 top5 8.594 | Epoch: [14][82/553] Time 2.509 Data 0.001 Err 0.8453 top1 20.312 top5 7.031 | Epoch: [14][83/553] Time 2.444 Data 0.001 Err 0.8753 top1 25.000 top5 6.250 | Epoch: [14][84/553] Time 2.458 Data 0.001 Err 0.7654 top1 21.875 top5 4.688 | Epoch: [14][85/553] Time 2.507 Data 0.001 Err 0.5726 top1 17.188 top5 2.344 | Epoch: [14][86/553] Time 2.449 Data 0.001 Err 1.0282 top1 28.906 top5 7.031 | Epoch: [14][87/553] Time 2.446 Data 0.001 Err 0.7409 top1 21.094 top5 5.469 | Epoch: [14][88/553] Time 2.470 Data 0.001 Err 0.9210 top1 26.562 top5 10.938 | Epoch: [14][89/553] Time 2.481 Data 0.001 Err 1.0240 top1 29.688 top5 8.594 | Epoch: [14][90/553] Time 2.449 Data 0.001 Err 0.8570 top1 25.000 top5 5.469 | Epoch: [14][91/553] Time 2.448 Data 0.001 Err 0.9444 top1 22.656 top5 9.375 | Epoch: [14][92/553] Time 2.475 Data 0.001 Err 0.8954 top1 23.438 top5 9.375 | Epoch: [14][93/553] Time 2.438 Data 0.001 Err 1.0927 top1 27.344 top5 9.375 | Epoch: [14][94/553] Time 2.479 Data 0.001 Err 0.8264 top1 19.531 top5 10.156 | Epoch: [14][95/553] Time 2.437 Data 0.001 Err 0.8984 top1 25.781 top5 5.469 | Epoch: [14][96/553] Time 2.475 Data 0.001 Err 1.0209 top1 27.344 top5 9.375 | Epoch: [14][97/553] Time 2.447 Data 0.001 Err 0.8643 top1 23.438 top5 7.812 | Epoch: [14][98/553] Time 2.489 Data 0.001 Err 1.0104 top1 25.781 top5 10.156 | Epoch: [14][99/553] Time 2.446 Data 0.001 Err 1.1715 top1 28.125 top5 7.812 | Epoch: [14][100/553] Time 2.473 Data 0.001 Err 0.8217 top1 24.219 top5 6.250 | Epoch: [14][101/553] Time 2.514 Data 0.001 Err 0.7824 top1 20.312 top5 7.031 | Epoch: [14][102/553] Time 2.436 Data 0.001 Err 0.9293 top1 24.219 top5 10.156 | Epoch: [14][103/553] Time 2.449 Data 0.001 Err 0.9059 top1 26.562 top5 9.375 | Epoch: [14][104/553] Time 2.477 Data 0.001 Err 1.2290 top1 30.469 top5 14.062 | Epoch: [14][105/553] Time 2.450 Data 0.001 Err 0.9752 top1 25.781 top5 10.938 | Epoch: [14][106/553] Time 2.459 Data 0.001 Err 0.6555 top1 15.625 top5 6.250 | Epoch: [14][107/553] Time 2.448 Data 0.001 Err 0.9137 top1 26.562 top5 4.688 | Epoch: [14][108/553] Time 2.478 Data 0.001 Err 0.8911 top1 26.562 top5 7.031 | Epoch: [14][109/553] Time 2.488 Data 0.001 Err 1.0332 top1 24.219 top5 9.375 | Epoch: [14][110/553] Time 2.492 Data 0.001 Err 0.9176 top1 23.438 top5 7.812 | Epoch: [14][111/553] Time 2.501 Data 0.001 Err 0.8568 top1 25.000 top5 10.156 | Epoch: [14][112/553] Time 2.507 Data 0.001 Err 0.7445 top1 21.875 top5 4.688 | Epoch: [14][113/553] Time 2.443 Data 0.001 Err 0.8246 top1 21.094 top5 5.469 | Epoch: [14][114/553] Time 2.459 Data 0.001 Err 0.9652 top1 25.781 top5 8.594 | Epoch: [14][115/553] Time 2.458 Data 0.001 Err 0.7374 top1 19.531 top5 6.250 | Epoch: [14][116/553] Time 2.485 Data 0.001 Err 0.8056 top1 21.875 top5 4.688 | Epoch: [14][117/553] Time 2.465 Data 0.001 Err 0.9104 top1 24.219 top5 10.938 | Epoch: [14][118/553] Time 2.441 Data 0.001 Err 1.0768 top1 27.344 top5 11.719 | Epoch: [14][119/553] Time 2.439 Data 0.001 Err 0.8724 top1 21.875 top5 7.812 | Epoch: [14][120/553] Time 2.470 Data 0.001 Err 0.7706 top1 19.531 top5 7.812 | Epoch: [14][121/553] Time 2.443 Data 0.001 Err 0.9789 top1 28.125 top5 7.812 | Epoch: [14][122/553] Time 2.465 Data 0.001 Err 0.9554 top1 27.344 top5 10.156 | Epoch: [14][123/553] Time 2.440 Data 0.001 Err 1.0146 top1 28.125 top5 8.594 | Epoch: [14][124/553] Time 2.514 Data 0.001 Err 0.9484 top1 25.781 top5 8.594 | Epoch: [14][125/553] Time 2.449 Data 0.001 Err 0.9554 top1 29.688 top5 10.156 | Epoch: [14][126/553] Time 2.450 Data 0.001 Err 0.7939 top1 21.094 top5 7.031 | Epoch: [14][127/553] Time 2.449 Data 0.001 Err 0.8279 top1 23.438 top5 7.812 | Epoch: [14][128/553] Time 2.438 Data 0.001 Err 0.8887 top1 22.656 top5 10.938 | Epoch: [14][129/553] Time 2.448 Data 0.001 Err 0.8203 top1 19.531 top5 5.469 | Epoch: [14][130/553] Time 2.517 Data 0.001 Err 0.8335 top1 23.438 top5 4.688 | Epoch: [14][131/553] Time 2.431 Data 0.001 Err 0.7295 top1 20.312 top5 6.250 | Epoch: [14][132/553] Time 2.449 Data 0.001 Err 1.0327 top1 28.125 top5 7.031 | Epoch: [14][133/553] Time 2.448 Data 0.001 Err 0.8941 top1 26.562 top5 7.812 | Epoch: [14][134/553] Time 2.458 Data 0.001 Err 1.0223 top1 29.688 top5 9.375 | Epoch: [14][135/553] Time 2.448 Data 0.001 Err 0.9776 top1 27.344 top5 6.250 | Epoch: [14][136/553] Time 2.474 Data 0.001 Err 1.0884 top1 25.781 top5 10.156 | Epoch: [14][137/553] Time 2.435 Data 0.001 Err 0.8245 top1 24.219 top5 3.906 | Epoch: [14][138/553] Time 2.524 Data 0.001 Err 0.9650 top1 25.000 top5 7.812 | Epoch: [14][139/553] Time 2.496 Data 0.001 Err 0.9915 top1 22.656 top5 11.719 | Epoch: [14][140/553] Time 2.451 Data 0.001 Err 0.8802 top1 25.000 top5 7.812 | Epoch: [14][141/553] Time 2.441 Data 0.001 Err 1.0394 top1 25.000 top5 8.594 | Epoch: [14][142/553] Time 2.480 Data 0.001 Err 1.0290 top1 30.469 top5 8.594 | Epoch: [14][143/553] Time 2.451 Data 0.002 Err 1.1007 top1 30.469 top5 8.594 | Epoch: [14][144/553] Time 2.440 Data 0.001 Err 0.7812 top1 22.656 top5 5.469 | Epoch: [14][145/553] Time 2.448 Data 0.001 Err 0.8080 top1 21.875 top5 4.688 | Epoch: [14][146/553] Time 2.449 Data 0.001 Err 0.9484 top1 25.000 top5 8.594 | Epoch: [14][147/553] Time 2.487 Data 0.001 Err 0.7918 top1 20.312 top5 7.031 | Epoch: [14][148/553] Time 2.459 Data 0.001 Err 0.8865 top1 21.875 top5 7.812 | Epoch: [14][149/553] Time 2.448 Data 0.001 Err 0.8042 top1 20.312 top5 4.688 | Epoch: [14][150/553] Time 2.441 Data 0.001 Err 0.8998 top1 23.438 top5 9.375 | Epoch: [14][151/553] Time 2.448 Data 0.001 Err 0.7673 top1 21.875 top5 7.031 | Epoch: [14][152/553] Time 2.437 Data 0.001 Err 1.0449 top1 28.125 top5 9.375 | Epoch: [14][153/553] Time 2.450 Data 0.001 Err 0.7424 top1 18.750 top5 4.688 | Epoch: [14][154/553] Time 2.453 Data 0.001 Err 1.0183 top1 24.219 top5 10.156 | Epoch: [14][155/553] Time 2.452 Data 0.001 Err 0.6897 top1 17.188 top5 6.250 | Epoch: [14][156/553] Time 2.444 Data 0.001 Err 0.6226 top1 18.750 top5 3.906 | Epoch: [14][157/553] Time 2.456 Data 0.001 Err 0.8175 top1 18.750 top5 10.156 | Epoch: [14][158/553] Time 2.445 Data 0.001 Err 1.0753 top1 29.688 top5 10.156 | Epoch: [14][159/553] Time 2.489 Data 0.001 Err 0.9219 top1 26.562 top5 7.812 | Epoch: [14][160/553] Time 2.468 Data 0.001 Err 0.9300 top1 25.781 top5 7.812 | Epoch: [14][161/553] Time 2.445 Data 0.001 Err 0.6665 top1 17.969 top5 6.250 | Epoch: [14][162/553] Time 2.460 Data 0.004 Err 1.2435 top1 33.594 top5 12.500 | Epoch: [14][163/553] Time 2.444 Data 0.001 Err 0.7841 top1 25.000 top5 7.031 | Epoch: [14][164/553] Time 2.476 Data 0.001 Err 1.0284 top1 27.344 top5 10.938 | Epoch: [14][165/553] Time 2.452 Data 0.001 Err 0.9398 top1 25.781 top5 10.156 | Epoch: [14][166/553] Time 2.480 Data 0.001 Err 0.7790 top1 24.219 top5 8.594 | Epoch: [14][167/553] Time 2.431 Data 0.001 Err 1.1278 top1 24.219 top5 12.500 | Epoch: [14][168/553] Time 2.444 Data 0.001 Err 0.9847 top1 25.000 top5 10.156 | Epoch: [14][169/553] Time 2.447 Data 0.001 Err 1.1897 top1 30.469 top5 11.719 | Epoch: [14][170/553] Time 2.474 Data 0.001 Err 1.0428 top1 25.781 top5 8.594 | Epoch: [14][171/553] Time 2.442 Data 0.001 Err 0.8975 top1 24.219 top5 8.594 | Epoch: [14][172/553] Time 2.455 Data 0.001 Err 1.0021 top1 25.781 top5 10.938 | Epoch: [14][173/553] Time 2.447 Data 0.001 Err 0.8329 top1 24.219 top5 4.688 | Epoch: [14][174/553] Time 2.475 Data 0.001 Err 0.8872 top1 23.438 top5 4.688 | Epoch: [14][175/553] Time 2.451 Data 0.001 Err 0.7102 top1 17.188 top5 3.906 | Epoch: [14][176/553] Time 2.460 Data 0.001 Err 1.1828 top1 30.469 top5 10.156 | Epoch: [14][177/553] Time 2.450 Data 0.001 Err 0.8021 top1 19.531 top5 8.594 | Epoch: [14][178/553] Time 2.485 Data 0.001 Err 0.6801 top1 15.625 top5 4.688 | Epoch: [14][179/553] Time 2.439 Data 0.001 Err 0.8599 top1 25.000 top5 7.031 | Epoch: [14][180/553] Time 2.468 Data 0.001 Err 0.8425 top1 19.531 top5 8.594 | Epoch: [14][181/553] Time 2.456 Data 0.003 Err 1.0414 top1 24.219 top5 10.938 | Epoch: [14][182/553] Time 2.444 Data 0.001 Err 0.7210 top1 15.625 top5 7.812 | Epoch: [14][183/553] Time 2.446 Data 0.001 Err 0.9174 top1 25.781 top5 8.594 | Epoch: [14][184/553] Time 2.442 Data 0.001 Err 0.7001 top1 17.969 top5 4.688 | Epoch: [14][185/553] Time 2.439 Data 0.001 Err 0.9818 top1 25.000 top5 7.812 | Epoch: [14][186/553] Time 2.452 Data 0.001 Err 0.8044 top1 21.875 top5 7.031 | Epoch: [14][187/553] Time 2.442 Data 0.001 Err 0.9493 top1 25.000 top5 5.469 | Epoch: [14][188/553] Time 2.495 Data 0.001 Err 0.8318 top1 22.656 top5 7.031 | Epoch: [14][189/553] Time 2.447 Data 0.001 Err 0.7732 top1 19.531 top5 5.469 | Epoch: [14][190/553] Time 2.445 Data 0.001 Err 0.9102 top1 24.219 top5 5.469 | Epoch: [14][191/553] Time 2.453 Data 0.001 Err 1.2639 top1 29.688 top5 12.500 | Epoch: [14][192/553] Time 2.479 Data 0.001 Err 0.8182 top1 26.562 top5 4.688 | Epoch: [14][193/553] Time 2.452 Data 0.001 Err 0.9909 top1 25.000 top5 10.156 | Epoch: [14][194/553] Time 2.473 Data 0.001 Err 0.9903 top1 28.906 top5 9.375 | Epoch: [14][195/553] Time 2.450 Data 0.001 Err 0.8197 top1 22.656 top5 7.812 | Epoch: [14][196/553] Time 2.507 Data 0.001 Err 0.8708 top1 23.438 top5 7.812 | Epoch: [14][197/553] Time 2.496 Data 0.001 Err 1.0573 top1 27.344 top5 14.062 | Epoch: [14][198/553] Time 2.437 Data 0.001 Err 0.7732 top1 21.875 top5 4.688 | Epoch: [14][199/553] Time 2.437 Data 0.001 Err 0.8739 top1 24.219 top5 6.250 | Epoch: [14][200/553] Time 2.466 Data 0.001 Err 0.8394 top1 17.969 top5 5.469 | Epoch: [14][201/553] Time 2.441 Data 0.001 Err 0.8152 top1 23.438 top5 6.250 | Epoch: [14][202/553] Time 2.441 Data 0.001 Err 0.8571 top1 21.875 top5 7.031 | Epoch: [14][203/553] Time 2.439 Data 0.001 Err 1.0738 top1 31.250 top5 10.938 | Epoch: [14][204/553] Time 2.505 Data 0.001 Err 0.9606 top1 27.344 top5 10.156 | Epoch: [14][205/553] Time 2.450 Data 0.000 Err 1.1336 top1 32.031 top5 12.500 | Epoch: [14][206/553] Time 2.441 Data 0.001 Err 0.9478 top1 27.344 top5 10.156 | Epoch: [14][207/553] Time 2.442 Data 0.001 Err 1.1382 top1 25.781 top5 14.062 | Epoch: [14][208/553] Time 2.482 Data 0.001 Err 1.2129 top1 27.344 top5 10.938 | Epoch: [14][209/553] Time 2.440 Data 0.001 Err 0.9004 top1 25.000 top5 7.031 | Epoch: [14][210/553] Time 2.520 Data 0.001 Err 0.8249 top1 21.875 top5 7.812 | Epoch: [14][211/553] Time 2.439 Data 0.001 Err 1.2074 top1 33.594 top5 11.719 | Epoch: [14][212/553] Time 2.465 Data 0.001 Err 0.8679 top1 22.656 top5 7.031 | Epoch: [14][213/553] Time 2.468 Data 0.001 Err 0.9580 top1 25.781 top5 10.938 | Epoch: [14][214/553] Time 2.468 Data 0.001 Err 0.8769 top1 22.656 top5 7.812 | Epoch: [14][215/553] Time 2.441 Data 0.001 Err 0.7373 top1 21.875 top5 7.031 | Epoch: [14][216/553] Time 2.437 Data 0.001 Err 0.6783 top1 17.188 top5 7.031 | Epoch: [14][217/553] Time 2.449 Data 0.001 Err 0.8019 top1 21.875 top5 5.469 | Epoch: [14][218/553] Time 2.462 Data 0.001 Err 0.8518 top1 21.875 top5 4.688 | Epoch: [14][219/553] Time 2.479 Data 0.002 Err 0.8907 top1 25.000 top5 9.375 | Epoch: [14][220/553] Time 2.470 Data 0.001 Err 0.8431 top1 21.875 top5 8.594 | Epoch: [14][221/553] Time 2.434 Data 0.001 Err 0.8949 top1 22.656 top5 9.375 | Epoch: [14][222/553] Time 2.507 Data 0.001 Err 0.9136 top1 21.875 top5 8.594 | Epoch: [14][223/553] Time 2.441 Data 0.001 Err 0.9669 top1 24.219 top5 6.250 | Epoch: [14][224/553] Time 2.443 Data 0.000 Err 1.2081 top1 28.906 top5 14.062 | Epoch: [14][225/553] Time 2.436 Data 0.001 Err 0.8812 top1 25.000 top5 7.812 | Epoch: [14][226/553] Time 2.467 Data 0.001 Err 0.9424 top1 22.656 top5 7.812 | Epoch: [14][227/553] Time 2.444 Data 0.001 Err 1.3093 top1 32.812 top5 14.062 | Epoch: [14][228/553] Time 2.504 Data 0.001 Err 0.9168 top1 21.094 top5 7.812 | Epoch: [14][229/553] Time 2.461 Data 0.001 Err 1.0242 top1 25.000 top5 13.281 | Epoch: [14][230/553] Time 2.481 Data 0.000 Err 0.8318 top1 24.219 top5 4.688 | Epoch: [14][231/553] Time 2.451 Data 0.001 Err 1.1077 top1 26.562 top5 12.500 | Epoch: [14][232/553] Time 2.437 Data 0.001 Err 1.2207 top1 34.375 top5 11.719 | Epoch: [14][233/553] Time 2.443 Data 0.001 Err 0.7959 top1 18.750 top5 7.031 | Epoch: [14][234/553] Time 2.465 Data 0.001 Err 0.7931 top1 20.312 top5 7.031 | Epoch: [14][235/553] Time 2.438 Data 0.001 Err 0.8467 top1 22.656 top5 9.375 | Epoch: [14][236/553] Time 2.463 Data 0.001 Err 1.0469 top1 26.562 top5 10.156 | Epoch: [14][237/553] Time 2.442 Data 0.001 Err 0.9160 top1 24.219 top5 7.031 | Epoch: [14][238/553] Time 2.451 Data 0.001 Err 1.0013 top1 30.469 top5 7.812 | Epoch: [14][239/553] Time 2.438 Data 0.001 Err 1.0612 top1 28.125 top5 10.156 | Epoch: [14][240/553] Time 2.439 Data 0.001 Err 0.8687 top1 25.781 top5 7.031 | Epoch: [14][241/553] Time 2.500 Data 0.001 Err 0.9418 top1 24.219 top5 5.469 | Epoch: [14][242/553] Time 2.462 Data 0.001 Err 0.6992 top1 17.969 top5 5.469 | Epoch: [14][243/553] Time 2.441 Data 0.001 Err 1.0461 top1 28.125 top5 10.938 | Epoch: [14][244/553] Time 2.450 Data 0.001 Err 0.7568 top1 22.656 top5 7.031 | Epoch: [14][245/553] Time 2.465 Data 0.001 Err 1.1158 top1 22.656 top5 14.844 | Epoch: [14][246/553] Time 2.448 Data 0.001 Err 1.1090 top1 30.469 top5 11.719 | Epoch: [14][247/553] Time 2.440 Data 0.001 Err 0.8021 top1 22.656 top5 7.812 | Epoch: [14][248/553] Time 2.435 Data 0.001 Err 0.7847 top1 21.094 top5 7.812 | Epoch: [14][249/553] Time 2.473 Data 0.001 Err 0.7518 top1 21.875 top5 6.250 | Epoch: [14][250/553] Time 2.461 Data 0.001 Err 0.8806 top1 26.562 top5 5.469 | Epoch: [14][251/553] Time 2.436 Data 0.001 Err 1.0114 top1 26.562 top5 9.375 | Epoch: [14][252/553] Time 2.450 Data 0.001 Err 0.7649 top1 22.656 top5 4.688 | Epoch: [14][253/553] Time 2.518 Data 0.001 Err 0.9247 top1 22.656 top5 7.031 | Epoch: [14][254/553] Time 2.443 Data 0.001 Err 0.9106 top1 24.219 top5 7.812 | Epoch: [14][255/553] Time 2.437 Data 0.001 Err 1.0248 top1 28.906 top5 8.594 | Epoch: [14][256/553] Time 2.436 Data 0.001 Err 1.3297 top1 34.375 top5 14.844 | Epoch: [14][257/553] Time 2.440 Data 0.001 Err 0.7739 top1 21.875 top5 6.250 | Epoch: [14][258/553] Time 2.437 Data 0.001 Err 1.1012 top1 29.688 top5 11.719 | Epoch: [14][259/553] Time 2.439 Data 0.004 Err 1.1244 top1 27.344 top5 12.500 | Epoch: [14][260/553] Time 2.445 Data 0.001 Err 1.3217 top1 36.719 top5 14.062 | Epoch: [14][261/553] Time 2.468 Data 0.001 Err 0.8850 top1 26.562 top5 9.375 | Epoch: [14][262/553] Time 2.451 Data 0.001 Err 0.9218 top1 28.125 top5 8.594 | Epoch: [14][263/553] Time 2.432 Data 0.001 Err 0.7499 top1 22.656 top5 6.250 | Epoch: [14][264/553] Time 2.461 Data 0.001 Err 0.8853 top1 24.219 top5 7.812 | Epoch: [14][265/553] Time 2.439 Data 0.001 Err 0.6948 top1 17.188 top5 3.125 | Epoch: [14][266/553] Time 2.439 Data 0.001 Err 0.7986 top1 23.438 top5 5.469 | Epoch: [14][267/553] Time 2.441 Data 0.001 Err 1.1210 top1 25.000 top5 8.594 | Epoch: [14][268/553] Time 2.466 Data 0.001 Err 0.6992 top1 19.531 top5 4.688 | Epoch: [14][269/553] Time 2.443 Data 0.001 Err 0.9901 top1 28.125 top5 10.156 | Epoch: [14][270/553] Time 2.436 Data 0.001 Err 0.8638 top1 25.781 top5 6.250 | Epoch: [14][271/553] Time 2.441 Data 0.001 Err 1.0177 top1 27.344 top5 7.031 | Epoch: [14][272/553] Time 2.449 Data 0.001 Err 0.7514 top1 22.656 top5 4.688 | Epoch: [14][273/553] Time 2.441 Data 0.001 Err 0.9391 top1 27.344 top5 7.031 | Epoch: [14][274/553] Time 2.442 Data 0.001 Err 0.9379 top1 23.438 top5 10.156 | Epoch: [14][275/553] Time 2.444 Data 0.001 Err 0.9532 top1 25.781 top5 10.938 | Epoch: [14][276/553] Time 2.473 Data 0.001 Err 0.8283 top1 18.750 top5 7.812 | Epoch: [14][277/553] Time 2.440 Data 0.001 Err 0.9600 top1 24.219 top5 7.031 | Epoch: [14][278/553] Time 2.449 Data 0.001 Err 0.9419 top1 25.781 top5 7.812 | Epoch: [14][279/553] Time 2.440 Data 0.001 Err 0.8264 top1 24.219 top5 4.688 | Epoch: [14][280/553] Time 2.511 Data 0.001 Err 0.9378 top1 27.344 top5 7.812 | Epoch: [14][281/553] Time 2.445 Data 0.001 Err 0.7372 top1 22.656 top5 4.688 | Epoch: [14][282/553] Time 2.438 Data 0.001 Err 1.1242 top1 30.469 top5 10.938 | Epoch: [14][283/553] Time 2.445 Data 0.001 Err 0.9698 top1 28.906 top5 7.812 | Epoch: [14][284/553] Time 2.469 Data 0.001 Err 0.9699 top1 22.656 top5 8.594 | Epoch: [14][285/553] Time 2.475 Data 0.001 Err 0.8859 top1 21.875 top5 3.125 | Epoch: [14][286/553] Time 2.480 Data 0.001 Err 1.0712 top1 28.906 top5 10.156 | Epoch: [14][287/553] Time 2.448 Data 0.001 Err 0.8215 top1 26.562 top5 7.812 | Epoch: [14][288/553] Time 2.468 Data 0.001 Err 0.9344 top1 25.781 top5 7.031 | Epoch: [14][289/553] Time 2.449 Data 0.000 Err 1.0193 top1 25.000 top5 10.156 | Epoch: [14][290/553] Time 2.443 Data 0.000 Err 0.7365 top1 21.094 top5 3.906 | Epoch: [14][291/553] Time 2.440 Data 0.001 Err 0.9877 top1 25.000 top5 9.375 | Epoch: [14][292/553] Time 2.438 Data 0.001 Err 0.9449 top1 22.656 top5 7.031 | Epoch: [14][293/553] Time 2.457 Data 0.001 Err 0.9174 top1 26.562 top5 7.031 | Epoch: [14][294/553] Time 2.446 Data 0.001 Err 0.9229 top1 27.344 top5 8.594 | Epoch: [14][295/553] Time 2.447 Data 0.001 Err 0.8171 top1 23.438 top5 4.688 | Epoch: [14][296/553] Time 2.440 Data 0.001 Err 0.8912 top1 28.125 top5 9.375 | Epoch: [14][297/553] Time 2.435 Data 0.001 Err 1.0994 top1 29.688 top5 11.719 | Epoch: [14][298/553] Time 2.435 Data 0.001 Err 0.6964 top1 17.969 top5 7.812 | Epoch: [14][299/553] Time 2.438 Data 0.001 Err 0.9200 top1 25.000 top5 10.938 | Epoch: [14][300/553] Time 2.464 Data 0.001 Err 0.8486 top1 19.531 top5 8.594 | Epoch: [14][301/553] Time 2.447 Data 0.001 Err 0.9856 top1 25.781 top5 8.594 | Epoch: [14][302/553] Time 2.460 Data 0.000 Err 0.9722 top1 23.438 top5 7.812 | Epoch: [14][303/553] Time 2.442 Data 0.001 Err 1.1679 top1 29.688 top5 12.500 | Epoch: [14][304/553] Time 2.434 Data 0.001 Err 1.0822 top1 27.344 top5 8.594 | Epoch: [14][305/553] Time 2.458 Data 0.001 Err 0.8533 top1 24.219 top5 10.938 | Epoch: [14][306/553] Time 2.451 Data 0.000 Err 0.9055 top1 24.219 top5 8.594 | Epoch: [14][307/553] Time 2.438 Data 0.001 Err 1.0027 top1 26.562 top5 8.594 | Epoch: [14][308/553] Time 2.484 Data 0.001 Err 1.1370 top1 30.469 top5 10.156 | Epoch: [14][309/553] Time 2.450 Data 0.001 Err 1.0000 top1 21.094 top5 10.156 | Epoch: [14][310/553] Time 2.447 Data 0.001 Err 0.9543 top1 24.219 top5 10.938 | Epoch: [14][311/553] Time 2.437 Data 0.001 Err 0.7647 top1 21.875 top5 7.031 | Epoch: [14][312/553] Time 2.448 Data 0.001 Err 1.2165 top1 29.688 top5 17.188 | Epoch: [14][313/553] Time 2.440 Data 0.001 Err 1.0557 top1 28.125 top5 9.375 | Epoch: [14][314/553] Time 2.470 Data 0.001 Err 0.9581 top1 26.562 top5 10.156 | Epoch: [14][315/553] Time 2.445 Data 0.001 Err 0.9779 top1 26.562 top5 7.812 | Epoch: [14][316/553] Time 2.452 Data 0.001 Err 1.0899 top1 28.906 top5 13.281 | Epoch: [14][317/553] Time 2.461 Data 0.001 Err 0.8991 top1 27.344 top5 7.812 | Epoch: [14][318/553] Time 2.447 Data 0.001 Err 1.0751 top1 25.781 top5 10.156 | Epoch: [14][319/553] Time 2.444 Data 0.001 Err 0.9272 top1 21.875 top5 7.812 | Epoch: [14][320/553] Time 2.475 Data 0.001 Err 0.8146 top1 22.656 top5 4.688 | Epoch: [14][321/553] Time 2.437 Data 0.001 Err 0.9199 top1 21.094 top5 7.812 | Epoch: [14][322/553] Time 2.479 Data 0.001 Err 1.0329 top1 24.219 top5 8.594 | Epoch: [14][323/553] Time 2.442 Data 0.001 Err 1.1956 top1 28.906 top5 14.062 | Epoch: [14][324/553] Time 2.437 Data 0.001 Err 0.8143 top1 18.750 top5 8.594 | Epoch: [14][325/553] Time 2.434 Data 0.001 Err 1.0016 top1 28.125 top5 7.031 | Epoch: [14][326/553] Time 2.438 Data 0.001 Err 0.8508 top1 21.094 top5 6.250 | Epoch: [14][327/553] Time 2.453 Data 0.001 Err 1.0962 top1 28.125 top5 8.594 | Epoch: [14][328/553] Time 2.476 Data 0.001 Err 1.0004 top1 25.781 top5 9.375 | Epoch: [14][329/553] Time 2.480 Data 0.001 Err 1.0770 top1 24.219 top5 11.719 | Epoch: [14][330/553] Time 2.436 Data 0.001 Err 1.1856 top1 32.812 top5 15.625 | Epoch: [14][331/553] Time 2.440 Data 0.001 Err 1.0307 top1 29.688 top5 9.375 | Epoch: [14][332/553] Time 2.467 Data 0.001 Err 1.0353 top1 26.562 top5 9.375 | Epoch: [14][333/553] Time 2.459 Data 0.001 Err 0.9040 top1 24.219 top5 9.375 | Epoch: [14][334/553] Time 2.452 Data 0.001 Err 0.8677 top1 24.219 top5 6.250 | Epoch: [14][335/553] Time 2.433 Data 0.001 Err 1.1167 top1 31.250 top5 8.594 | Epoch: [14][336/553] Time 2.457 Data 0.000 Err 0.9576 top1 25.781 top5 7.812 | Epoch: [14][337/553] Time 2.432 Data 0.001 Err 0.8493 top1 21.875 top5 6.250 | Epoch: [14][338/553] Time 2.433 Data 0.001 Err 0.7744 top1 20.312 top5 4.688 | Epoch: [14][339/553] Time 2.439 Data 0.001 Err 1.1195 top1 30.469 top5 10.156 | Epoch: [14][340/553] Time 2.460 Data 0.001 Err 0.9609 top1 20.312 top5 6.250 | Epoch: [14][341/553] Time 2.447 Data 0.001 Err 0.9117 top1 27.344 top5 7.812 | Epoch: [14][342/553] Time 2.466 Data 0.001 Err 0.8889 top1 23.438 top5 11.719 | Epoch: [14][343/553] Time 2.467 Data 0.001 Err 0.7931 top1 22.656 top5 7.812 | Epoch: [14][344/553] Time 2.475 Data 0.001 Err 1.2053 top1 29.688 top5 11.719 | Epoch: [14][345/553] Time 2.432 Data 0.001 Err 1.0117 top1 25.781 top5 7.812 | Epoch: [14][346/553] Time 2.428 Data 0.001 Err 1.1453 top1 31.250 top5 13.281 | Epoch: [14][347/553] Time 2.444 Data 0.001 Err 0.9783 top1 25.781 top5 11.719 | Epoch: [14][348/553] Time 2.479 Data 0.001 Err 1.0064 top1 25.781 top5 10.938 | Epoch: [14][349/553] Time 2.441 Data 0.001 Err 0.7266 top1 17.969 top5 5.469 | Epoch: [14][350/553] Time 2.443 Data 0.001 Err 0.6308 top1 18.750 top5 3.125 | Epoch: [14][351/553] Time 2.437 Data 0.001 Err 1.4551 top1 32.031 top5 13.281 | Epoch: [14][352/553] Time 2.440 Data 0.001 Err 0.8040 top1 24.219 top5 6.250 | Epoch: [14][353/553] Time 2.438 Data 0.000 Err 0.9254 top1 25.781 top5 6.250 | Epoch: [14][354/553] Time 2.506 Data 0.001 Err 1.0183 top1 26.562 top5 8.594 | Epoch: [14][355/553] Time 2.506 Data 0.001 Err 0.7739 top1 19.531 top5 6.250 | Epoch: [14][356/553] Time 2.447 Data 0.001 Err 1.1533 top1 29.688 top5 10.938 | Epoch: [14][357/553] Time 2.455 Data 0.001 Err 1.1250 top1 24.219 top5 12.500 | Epoch: [14][358/553] Time 2.436 Data 0.001 Err 0.7509 top1 20.312 top5 4.688 | Epoch: [14][359/553] Time 2.461 Data 0.001 Err 0.8728 top1 25.000 top5 5.469 | Epoch: [14][360/553] Time 2.470 Data 0.001 Err 1.0413 top1 27.344 top5 9.375 | Epoch: [14][361/553] Time 2.502 Data 0.001 Err 0.9567 top1 24.219 top5 11.719 | Epoch: [14][362/553] Time 2.494 Data 0.001 Err 1.0189 top1 25.781 top5 9.375 | Epoch: [14][363/553] Time 2.469 Data 0.001 Err 1.0345 top1 28.906 top5 10.156 | Epoch: [14][364/553] Time 2.441 Data 0.001 Err 1.1715 top1 25.781 top5 10.156 | Epoch: [14][365/553] Time 2.481 Data 0.001 Err 0.8860 top1 18.750 top5 8.594 | Epoch: [14][366/553] Time 2.475 Data 0.001 Err 0.9500 top1 22.656 top5 8.594 | Epoch: [14][367/553] Time 2.459 Data 0.001 Err 1.0637 top1 24.219 top5 5.469 | Epoch: [14][368/553] Time 2.451 Data 0.001 Err 0.8278 top1 25.000 top5 7.031 | Epoch: [14][369/553] Time 2.441 Data 0.001 Err 0.9135 top1 25.000 top5 7.812 | Epoch: [14][370/553] Time 2.441 Data 0.001 Err 0.9012 top1 22.656 top5 12.500 | Epoch: [14][371/553] Time 2.463 Data 0.001 Err 0.7231 top1 19.531 top5 6.250 | Epoch: [14][372/553] Time 2.462 Data 0.001 Err 1.1577 top1 35.156 top5 10.156 | Epoch: [14][373/553] Time 2.464 Data 0.001 Err 0.8274 top1 21.875 top5 6.250 | Epoch: [14][374/553] Time 2.459 Data 0.001 Err 0.8284 top1 23.438 top5 5.469 | Epoch: [14][375/553] Time 2.452 Data 0.001 Err 1.0704 top1 26.562 top5 11.719 | Epoch: [14][376/553] Time 2.440 Data 0.001 Err 0.8901 top1 22.656 top5 9.375 | Epoch: [14][377/553] Time 2.514 Data 0.001 Err 1.0099 top1 28.906 top5 10.938 | Epoch: [14][378/553] Time 2.446 Data 0.001 Err 1.0429 top1 29.688 top5 10.156 | Epoch: [14][379/553] Time 2.504 Data 0.001 Err 0.9035 top1 23.438 top5 8.594 | Epoch: [14][380/553] Time 2.442 Data 0.001 Err 0.9256 top1 23.438 top5 10.938 | Epoch: [14][381/553] Time 2.459 Data 0.001 Err 0.9846 top1 28.125 top5 7.812 | Epoch: [14][382/553] Time 2.472 Data 0.001 Err 0.9101 top1 25.000 top5 8.594 | Epoch: [14][383/553] Time 2.500 Data 0.001 Err 1.0479 top1 27.344 top5 11.719 | Epoch: [14][384/553] Time 2.459 Data 0.001 Err 0.8989 top1 22.656 top5 7.812 | Epoch: [14][385/553] Time 2.436 Data 0.001 Err 0.8769 top1 25.000 top5 4.688 | Epoch: [14][386/553] Time 2.504 Data 0.001 Err 0.8864 top1 21.875 top5 7.031 | Epoch: [14][387/553] Time 2.434 Data 0.000 Err 0.9992 top1 24.219 top5 9.375 | Epoch: [14][388/553] Time 2.440 Data 0.001 Err 0.9740 top1 21.094 top5 10.156 | Epoch: [14][389/553] Time 2.435 Data 0.001 Err 0.7154 top1 21.094 top5 5.469 | Epoch: [14][390/553] Time 2.504 Data 0.001 Err 0.7578 top1 17.969 top5 7.031 | Epoch: [14][391/553] Time 2.492 Data 0.001 Err 0.8829 top1 23.438 top5 7.812 | Epoch: [14][392/553] Time 2.471 Data 0.001 Err 1.0152 top1 29.688 top5 10.938 | Epoch: [14][393/553] Time 2.495 Data 0.000 Err 0.8324 top1 21.094 top5 8.594 | Epoch: [14][394/553] Time 2.437 Data 0.001 Err 1.0114 top1 24.219 top5 8.594 | Epoch: [14][395/553] Time 2.454 Data 0.000 Err 1.0245 top1 26.562 top5 9.375 | Epoch: [14][396/553] Time 2.438 Data 0.001 Err 0.9256 top1 25.000 top5 9.375 | Epoch: [14][397/553] Time 2.476 Data 0.000 Err 1.0999 top1 26.562 top5 9.375 | Epoch: [14][398/553] Time 2.456 Data 0.001 Err 1.1782 top1 27.344 top5 11.719 | Epoch: [14][399/553] Time 2.456 Data 0.001 Err 0.8273 top1 28.125 top5 6.250 | Epoch: [14][400/553] Time 2.447 Data 0.001 Err 1.1062 top1 25.781 top5 11.719 | Epoch: [14][401/553] Time 2.454 Data 0.001 Err 0.9098 top1 23.438 top5 4.688 | Epoch: [14][402/553] Time 2.440 Data 0.001 Err 0.8931 top1 22.656 top5 6.250 | Epoch: [14][403/553] Time 2.441 Data 0.001 Err 1.0129 top1 29.688 top5 9.375 | Epoch: [14][404/553] Time 2.465 Data 0.001 Err 0.8591 top1 22.656 top5 4.688 | Epoch: [14][405/553] Time 2.447 Data 0.001 Err 1.0189 top1 25.781 top5 6.250 | Epoch: [14][406/553] Time 2.465 Data 0.001 Err 0.8228 top1 25.781 top5 4.688 | Epoch: [14][407/553] Time 2.445 Data 0.001 Err 1.2265 top1 31.250 top5 11.719 | Epoch: [14][408/553] Time 2.440 Data 0.001 Err 1.1560 top1 32.031 top5 12.500 | Epoch: [14][409/553] Time 2.440 Data 0.001 Err 0.8408 top1 24.219 top5 5.469 | Epoch: [14][410/553] Time 2.481 Data 0.001 Err 0.9882 top1 30.469 top5 7.031 | Epoch: [14][411/553] Time 2.444 Data 0.001 Err 0.9434 top1 26.562 top5 7.812 | Epoch: [14][412/553] Time 2.445 Data 0.001 Err 1.0802 top1 29.688 top5 10.938 | Epoch: [14][413/553] Time 2.469 Data 0.001 Err 0.6757 top1 20.312 top5 3.906 | Epoch: [14][414/553] Time 2.460 Data 0.000 Err 0.8523 top1 21.094 top5 7.812 | Epoch: [14][415/553] Time 2.455 Data 0.001 Err 0.9634 top1 21.094 top5 8.594 | Epoch: [14][416/553] Time 2.512 Data 0.001 Err 1.1811 top1 32.812 top5 11.719 | Epoch: [14][417/553] Time 2.442 Data 0.001 Err 0.9026 top1 21.094 top5 9.375 | Epoch: [14][418/553] Time 2.440 Data 0.001 Err 0.9223 top1 22.656 top5 7.812 | Epoch: [14][419/553] Time 2.473 Data 0.001 Err 0.9509 top1 25.000 top5 7.812 | Epoch: [14][420/553] Time 2.472 Data 0.001 Err 1.0512 top1 28.906 top5 10.938 | Epoch: [14][421/553] Time 2.450 Data 0.000 Err 1.0719 top1 22.656 top5 11.719 | Epoch: [14][422/553] Time 2.442 Data 0.001 Err 1.0159 top1 25.000 top5 9.375 | Epoch: [14][423/553] Time 2.450 Data 0.000 Err 0.8285 top1 21.875 top5 9.375 | Epoch: [14][424/553] Time 2.449 Data 0.001 Err 0.9273 top1 21.094 top5 9.375 | Epoch: [14][425/553] Time 2.483 Data 0.001 Err 0.9879 top1 27.344 top5 9.375 | Epoch: [14][426/553] Time 2.443 Data 0.001 Err 0.8296 top1 25.000 top5 7.031 | Epoch: [14][427/553] Time 2.441 Data 0.001 Err 1.1410 top1 35.938 top5 9.375 | Epoch: [14][428/553] Time 2.439 Data 0.001 Err 0.9052 top1 24.219 top5 7.031 | Epoch: [14][429/553] Time 2.460 Data 0.001 Err 0.9391 top1 24.219 top5 7.812 | Epoch: [14][430/553] Time 2.471 Data 0.001 Err 1.0432 top1 24.219 top5 9.375 | Epoch: [14][431/553] Time 2.438 Data 0.000 Err 0.8856 top1 28.125 top5 7.031 | Epoch: [14][432/553] Time 2.506 Data 0.001 Err 0.9136 top1 24.219 top5 9.375 | Epoch: [14][433/553] Time 2.438 Data 0.001 Err 0.9950 top1 25.000 top5 7.031 | Epoch: [14][434/553] Time 2.443 Data 0.001 Err 0.8472 top1 22.656 top5 5.469 | Epoch: [14][435/553] Time 2.441 Data 0.001 Err 1.0900 top1 25.781 top5 10.938 | Epoch: [14][436/553] Time 2.434 Data 0.001 Err 0.9568 top1 25.781 top5 7.031 | Epoch: [14][437/553] Time 2.465 Data 0.001 Err 0.8317 top1 19.531 top5 7.031 | Epoch: [14][438/553] Time 2.497 Data 0.001 Err 0.8223 top1 23.438 top5 5.469 | Epoch: [14][439/553] Time 2.467 Data 0.001 Err 1.2160 top1 33.594 top5 14.062 | Epoch: [14][440/553] Time 2.452 Data 0.001 Err 0.8160 top1 23.438 top5 6.250 | Epoch: [14][441/553] Time 2.469 Data 0.001 Err 0.8098 top1 20.312 top5 9.375 | Epoch: [14][442/553] Time 2.463 Data 0.001 Err 1.1150 top1 27.344 top5 13.281 | Epoch: [14][443/553] Time 2.468 Data 0.001 Err 0.7898 top1 25.000 top5 5.469 | Epoch: [14][444/553] Time 2.475 Data 0.001 Err 0.8680 top1 24.219 top5 8.594 | Epoch: [14][445/553] Time 2.465 Data 0.001 Err 0.7459 top1 19.531 top5 7.031 | Epoch: [14][446/553] Time 2.500 Data 0.001 Err 0.8610 top1 22.656 top5 8.594 | Epoch: [14][447/553] Time 2.505 Data 0.001 Err 1.0634 top1 26.562 top5 10.938 | Epoch: [14][448/553] Time 2.443 Data 0.001 Err 1.1723 top1 28.125 top5 9.375 | Epoch: [14][449/553] Time 2.472 Data 0.001 Err 1.0357 top1 28.906 top5 7.812 | Epoch: [14][450/553] Time 2.438 Data 0.001 Err 0.8471 top1 20.312 top5 7.812 | Epoch: [14][451/553] Time 2.464 Data 0.001 Err 0.8455 top1 20.312 top5 6.250 | Epoch: [14][452/553] Time 2.444 Data 0.001 Err 0.8573 top1 23.438 top5 6.250 | Epoch: [14][453/553] Time 2.510 Data 0.001 Err 0.8272 top1 24.219 top5 7.031 | Epoch: [14][454/553] Time 2.443 Data 0.001 Err 0.7803 top1 21.094 top5 7.031 | Epoch: [14][455/553] Time 2.493 Data 0.001 Err 0.9783 top1 25.781 top5 9.375 | Epoch: [14][456/553] Time 2.513 Data 0.001 Err 0.9940 top1 26.562 top5 10.938 | Epoch: [14][457/553] Time 2.473 Data 0.001 Err 1.1356 top1 31.250 top5 9.375 | Epoch: [14][458/553] Time 2.462 Data 0.001 Err 0.8673 top1 23.438 top5 8.594 | Epoch: [14][459/553] Time 2.466 Data 0.001 Err 1.0570 top1 32.031 top5 7.812 | Epoch: [14][460/553] Time 2.477 Data 0.001 Err 1.0537 top1 26.562 top5 9.375 | Epoch: [14][461/553] Time 2.480 Data 0.000 Err 0.8208 top1 21.875 top5 6.250 | Epoch: [14][462/553] Time 2.465 Data 0.001 Err 0.9673 top1 24.219 top5 9.375 | Epoch: [14][463/553] Time 2.435 Data 0.001 Err 1.0365 top1 26.562 top5 10.938 | Epoch: [14][464/553] Time 2.462 Data 0.001 Err 0.9238 top1 22.656 top5 7.812 | Epoch: [14][465/553] Time 2.443 Data 0.001 Err 0.9760 top1 22.656 top5 7.031 | Epoch: [14][466/553] Time 2.448 Data 0.001 Err 0.6082 top1 14.844 top5 3.906 | Epoch: [14][467/553] Time 2.443 Data 0.001 Err 1.0753 top1 30.469 top5 8.594 | Epoch: [14][468/553] Time 2.440 Data 0.001 Err 0.7967 top1 21.094 top5 3.906 | Epoch: [14][469/553] Time 2.442 Data 0.001 Err 0.8762 top1 24.219 top5 7.812 | Epoch: [14][470/553] Time 2.445 Data 0.001 Err 1.4304 top1 33.594 top5 17.969 | Epoch: [14][471/553] Time 2.488 Data 0.000 Err 1.1341 top1 30.469 top5 12.500 | Epoch: [14][472/553] Time 2.467 Data 0.001 Err 0.8425 top1 24.219 top5 5.469 | Epoch: [14][473/553] Time 2.440 Data 0.001 Err 0.8183 top1 23.438 top5 2.344 | Epoch: [14][474/553] Time 2.436 Data 0.001 Err 0.8921 top1 23.438 top5 6.250 | Epoch: [14][475/553] Time 2.438 Data 0.001 Err 0.7744 top1 21.094 top5 6.250 | Epoch: [14][476/553] Time 2.470 Data 0.001 Err 1.0636 top1 26.562 top5 9.375 | Epoch: [14][477/553] Time 2.452 Data 0.001 Err 0.9259 top1 23.438 top5 5.469 | Epoch: [14][478/553] Time 2.437 Data 0.001 Err 1.1019 top1 30.469 top5 13.281 | Epoch: [14][479/553] Time 2.443 Data 0.001 Err 0.9691 top1 25.781 top5 8.594 | Epoch: [14][480/553] Time 2.460 Data 0.001 Err 1.0204 top1 31.250 top5 6.250 | Epoch: [14][481/553] Time 2.453 Data 0.001 Err 0.7826 top1 20.312 top5 4.688 | Epoch: [14][482/553] Time 2.476 Data 0.001 Err 0.8961 top1 24.219 top5 3.906 | Epoch: [14][483/553] Time 2.438 Data 0.001 Err 0.8124 top1 21.094 top5 7.031 | Epoch: [14][484/553] Time 2.436 Data 0.001 Err 0.8305 top1 21.875 top5 6.250 | Epoch: [14][485/553] Time 2.432 Data 0.001 Err 0.9205 top1 21.875 top5 9.375 | Epoch: [14][486/553] Time 2.471 Data 0.001 Err 0.8464 top1 22.656 top5 7.031 | Epoch: [14][487/553] Time 2.453 Data 0.001 Err 0.7662 top1 21.094 top5 7.031 | Epoch: [14][488/553] Time 2.437 Data 0.001 Err 0.9904 top1 24.219 top5 8.594 | Epoch: [14][489/553] Time 2.446 Data 0.001 Err 1.0212 top1 24.219 top5 10.156 | Epoch: [14][490/553] Time 2.468 Data 0.001 Err 0.9777 top1 25.781 top5 9.375 | Epoch: [14][491/553] Time 2.439 Data 0.001 Err 0.9612 top1 27.344 top5 8.594 | Epoch: [14][492/553] Time 2.466 Data 0.000 Err 0.8381 top1 23.438 top5 7.031 | Epoch: [14][493/553] Time 2.442 Data 0.001 Err 1.0055 top1 27.344 top5 5.469 | Epoch: [14][494/553] Time 2.475 Data 0.001 Err 0.8672 top1 24.219 top5 6.250 | Epoch: [14][495/553] Time 2.451 Data 0.001 Err 1.0367 top1 28.125 top5 10.156 | Epoch: [14][496/553] Time 2.441 Data 0.001 Err 0.8361 top1 25.000 top5 9.375 | Epoch: [14][497/553] Time 2.443 Data 0.001 Err 1.1360 top1 26.562 top5 14.062 | Epoch: [14][498/553] Time 2.465 Data 0.001 Err 0.7216 top1 18.750 top5 6.250 | Epoch: [14][499/553] Time 2.475 Data 0.001 Err 0.7762 top1 21.875 top5 6.250 | Epoch: [14][500/553] Time 2.455 Data 0.000 Err 0.9364 top1 21.875 top5 10.938 | Epoch: [14][501/553] Time 2.449 Data 0.001 Err 0.8988 top1 22.656 top5 6.250 | Epoch: [14][502/553] Time 2.446 Data 0.001 Err 1.1268 top1 29.688 top5 8.594 | Epoch: [14][503/553] Time 2.444 Data 0.001 Err 1.0735 top1 27.344 top5 11.719 | Epoch: [14][504/553] Time 2.482 Data 0.001 Err 1.0350 top1 28.125 top5 8.594 | Epoch: [14][505/553] Time 2.480 Data 0.001 Err 1.1295 top1 30.469 top5 10.938 | Epoch: [14][506/553] Time 2.464 Data 0.001 Err 1.0654 top1 28.125 top5 11.719 | Epoch: [14][507/553] Time 2.493 Data 0.000 Err 0.8526 top1 24.219 top5 7.031 | Epoch: [14][508/553] Time 2.440 Data 0.001 Err 0.9865 top1 27.344 top5 7.031 | Epoch: [14][509/553] Time 2.436 Data 0.001 Err 0.9054 top1 27.344 top5 8.594 | Epoch: [14][510/553] Time 2.510 Data 0.001 Err 1.0579 top1 27.344 top5 8.594 | Epoch: [14][511/553] Time 2.448 Data 0.001 Err 0.9960 top1 25.000 top5 10.938 | Epoch: [14][512/553] Time 2.482 Data 0.001 Err 0.8090 top1 25.000 top5 6.250 | Epoch: [14][513/553] Time 2.441 Data 0.001 Err 0.9626 top1 26.562 top5 6.250 | Epoch: [14][514/553] Time 2.442 Data 0.001 Err 0.9796 top1 25.781 top5 8.594 | Epoch: [14][515/553] Time 2.447 Data 0.001 Err 0.7158 top1 18.750 top5 3.125 | Epoch: [14][516/553] Time 2.445 Data 0.001 Err 1.0047 top1 25.781 top5 10.938 | Epoch: [14][517/553] Time 2.436 Data 0.001 Err 0.8501 top1 23.438 top5 7.031 | Epoch: [14][518/553] Time 2.497 Data 0.001 Err 0.8827 top1 21.094 top5 7.812 | Epoch: [14][519/553] Time 2.510 Data 0.001 Err 0.8730 top1 24.219 top5 7.031 | Epoch: [14][520/553] Time 2.479 Data 0.001 Err 1.0711 top1 24.219 top5 12.500 | Epoch: [14][521/553] Time 2.508 Data 0.001 Err 1.0723 top1 31.250 top5 10.938 | Epoch: [14][522/553] Time 2.466 Data 0.001 Err 0.8678 top1 24.219 top5 7.812 | Epoch: [14][523/553] Time 2.440 Data 0.001 Err 1.2255 top1 30.469 top5 13.281 | Epoch: [14][524/553] Time 2.438 Data 0.001 Err 0.9892 top1 25.781 top5 10.938 | Epoch: [14][525/553] Time 2.434 Data 0.000 Err 0.8227 top1 22.656 top5 7.031 | Epoch: [14][526/553] Time 2.477 Data 0.001 Err 0.7749 top1 21.875 top5 7.031 | Epoch: [14][527/553] Time 2.481 Data 0.001 Err 0.7753 top1 17.969 top5 7.031 | Epoch: [14][528/553] Time 2.461 Data 0.001 Err 1.1538 top1 34.375 top5 12.500 | Epoch: [14][529/553] Time 2.466 Data 0.001 Err 0.9131 top1 21.875 top5 9.375 | Epoch: [14][530/553] Time 2.462 Data 0.001 Err 0.9246 top1 26.562 top5 7.031 | Epoch: [14][531/553] Time 2.437 Data 0.001 Err 0.8345 top1 25.000 top5 7.812 | Epoch: [14][532/553] Time 2.453 Data 0.001 Err 1.0339 top1 25.781 top5 9.375 | Epoch: [14][533/553] Time 2.482 Data 0.001 Err 0.9080 top1 24.219 top5 7.031 | Epoch: [14][534/553] Time 2.497 Data 0.001 Err 1.1655 top1 28.125 top5 12.500 | Epoch: [14][535/553] Time 2.510 Data 0.001 Err 0.9330 top1 18.750 top5 9.375 | Epoch: [14][536/553] Time 2.450 Data 0.001 Err 1.0294 top1 25.781 top5 10.156 | Epoch: [14][537/553] Time 2.444 Data 0.001 Err 0.9278 top1 25.781 top5 6.250 | Epoch: [14][538/553] Time 2.451 Data 0.001 Err 1.1220 top1 31.250 top5 14.062 | Epoch: [14][539/553] Time 2.441 Data 0.001 Err 1.0134 top1 26.562 top5 10.156 | Epoch: [14][540/553] Time 2.451 Data 0.001 Err 1.2262 top1 30.469 top5 12.500 | Epoch: [14][541/553] Time 2.482 Data 0.001 Err 0.8366 top1 19.531 top5 5.469 | Epoch: [14][542/553] Time 2.511 Data 0.001 Err 0.8948 top1 26.562 top5 8.594 | Epoch: [14][543/553] Time 2.468 Data 0.000 Err 1.1645 top1 26.562 top5 11.719 | Epoch: [14][544/553] Time 2.438 Data 0.000 Err 1.1741 top1 28.906 top5 12.500 | Epoch: [14][545/553] Time 2.459 Data 0.000 Err 1.0591 top1 30.469 top5 8.594 | Epoch: [14][546/553] Time 2.437 Data 0.000 Err 1.0619 top1 27.344 top5 11.719 | Epoch: [14][547/553] Time 2.433 Data 0.000 Err 0.7596 top1 21.875 top5 3.125 | Epoch: [14][548/553] Time 2.442 Data 0.000 Err 1.2488 top1 31.250 top5 16.406 | Epoch: [14][549/553] Time 2.439 Data 0.000 Err 1.1219 top1 32.031 top5 10.156 | Epoch: [14][550/553] Time 2.443 Data 0.000 Err 1.0549 top1 28.906 top5 10.156 | Epoch: [14][551/553] Time 2.484 Data 0.000 Err 1.1476 top1 33.594 top5 11.719 | Epoch: [14][552/553] Time 2.434 Data 0.000 Err 0.7537 top1 20.312 top5 7.031 | Epoch: [14][553/553] Time 1.026 Data 0.000 Err 1.5313 top1 43.182 top5 18.182 | Test: [14][1/198] Time 2.273 Data 1.553 top1 30.469 ( 30.469) top5 6.250 ( 6.250) | Test: [14][2/198] Time 0.720 Data 0.001 top1 35.156 ( 32.812) top5 10.938 ( 8.594) | Test: [14][3/198] Time 0.717 Data 0.000 top1 28.125 ( 31.250) top5 9.375 ( 8.854) | Test: [14][4/198] Time 0.721 Data 0.001 top1 33.594 ( 31.836) top5 11.719 ( 9.570) | Test: [14][5/198] Time 0.738 Data 0.001 top1 31.250 ( 31.719) top5 10.938 ( 9.844) | Test: [14][6/198] Time 0.721 Data 0.001 top1 29.688 ( 31.380) top5 12.500 ( 10.286) | Test: [14][7/198] Time 0.722 Data 0.001 top1 28.125 ( 30.915) top5 6.250 ( 9.710) | Test: [14][8/198] Time 0.724 Data 0.001 top1 35.156 ( 31.445) top5 14.844 ( 10.352) | Test: [14][9/198] Time 0.725 Data 0.001 top1 29.688 ( 31.250) top5 10.156 ( 10.330) | Test: [14][10/198] Time 0.722 Data 0.001 top1 32.812 ( 31.406) top5 12.500 ( 10.547) | Test: [14][11/198] Time 0.721 Data 0.001 top1 28.906 ( 31.179) top5 7.812 ( 10.298) | Test: [14][12/198] Time 0.728 Data 0.001 top1 32.812 ( 31.315) top5 8.594 ( 10.156) | Test: [14][13/198] Time 0.718 Data 0.001 top1 28.125 ( 31.070) top5 9.375 ( 10.096) | Test: [14][14/198] Time 0.712 Data 0.001 top1 28.125 ( 30.859) top5 7.812 ( 9.933) | Test: [14][15/198] Time 0.723 Data 0.001 top1 31.250 ( 30.885) top5 9.375 ( 9.896) | Test: [14][16/198] Time 0.711 Data 0.001 top1 32.812 ( 31.006) top5 10.156 ( 9.912) | Test: [14][17/198] Time 0.720 Data 0.001 top1 32.031 ( 31.066) top5 13.281 ( 10.110) | Test: [14][18/198] Time 0.724 Data 0.001 top1 28.125 ( 30.903) top5 11.719 ( 10.200) | Test: [14][19/198] Time 0.720 Data 0.001 top1 34.375 ( 31.086) top5 10.156 ( 10.197) | Test: [14][20/198] Time 0.718 Data 0.001 top1 33.594 ( 31.211) top5 13.281 ( 10.352) | Test: [14][21/198] Time 0.723 Data 0.001 top1 32.031 ( 31.250) top5 6.250 ( 10.156) | Test: [14][22/198] Time 0.724 Data 0.001 top1 28.906 ( 31.143) top5 9.375 ( 10.121) | Test: [14][23/198] Time 0.719 Data 0.001 top1 32.031 ( 31.182) top5 10.156 ( 10.122) | Test: [14][24/198] Time 0.721 Data 0.001 top1 34.375 ( 31.315) top5 14.062 ( 10.286) | Test: [14][25/198] Time 0.725 Data 0.001 top1 33.594 ( 31.406) top5 10.156 ( 10.281) | Test: [14][26/198] Time 0.729 Data 0.001 top1 32.031 ( 31.430) top5 12.500 ( 10.367) | Test: [14][27/198] Time 0.733 Data 0.001 top1 31.250 ( 31.424) top5 9.375 ( 10.330) | Test: [14][28/198] Time 0.733 Data 0.001 top1 35.938 ( 31.585) top5 12.500 ( 10.407) | Test: [14][29/198] Time 0.726 Data 0.001 top1 31.250 ( 31.573) top5 13.281 ( 10.506) | Test: [14][30/198] Time 0.716 Data 0.001 top1 26.562 ( 31.406) top5 5.469 ( 10.339) | Test: [14][31/198] Time 0.756 Data 0.005 top1 27.344 ( 31.275) top5 9.375 ( 10.307) | Test: [14][32/198] Time 0.728 Data 0.001 top1 39.062 ( 31.519) top5 14.844 ( 10.449) | Test: [14][33/198] Time 0.714 Data 0.001 top1 30.469 ( 31.487) top5 13.281 ( 10.535) | Test: [14][34/198] Time 0.721 Data 0.001 top1 33.594 ( 31.549) top5 15.625 ( 10.685) | Test: [14][35/198] Time 0.719 Data 0.001 top1 25.000 ( 31.362) top5 7.812 ( 10.603) | Test: [14][36/198] Time 0.741 Data 0.001 top1 25.000 ( 31.185) top5 9.375 ( 10.569) | Test: [14][37/198] Time 0.722 Data 0.001 top1 31.250 ( 31.187) top5 7.031 ( 10.473) | Test: [14][38/198] Time 0.720 Data 0.001 top1 31.250 ( 31.188) top5 9.375 ( 10.444) | Test: [14][39/198] Time 0.730 Data 0.002 top1 32.812 ( 31.230) top5 13.281 ( 10.517) | Test: [14][40/198] Time 0.719 Data 0.001 top1 35.938 ( 31.348) top5 12.500 ( 10.566) | Test: [14][41/198] Time 0.719 Data 0.001 top1 28.125 ( 31.269) top5 7.031 ( 10.480) | Test: [14][42/198] Time 0.719 Data 0.001 top1 40.625 ( 31.492) top5 12.500 ( 10.528) | Test: [14][43/198] Time 0.719 Data 0.001 top1 33.594 ( 31.541) top5 13.281 ( 10.592) | Test: [14][44/198] Time 0.718 Data 0.001 top1 36.719 ( 31.658) top5 13.281 ( 10.653) | Test: [14][45/198] Time 0.726 Data 0.001 top1 38.281 ( 31.806) top5 14.844 ( 10.747) | Test: [14][46/198] Time 0.721 Data 0.001 top1 30.469 ( 31.776) top5 8.594 ( 10.700) | Test: [14][47/198] Time 0.718 Data 0.001 top1 34.375 ( 31.832) top5 9.375 ( 10.672) | Test: [14][48/198] Time 0.728 Data 0.000 top1 28.906 ( 31.771) top5 10.938 ( 10.677) | Test: [14][49/198] Time 0.723 Data 0.001 top1 35.938 ( 31.856) top5 11.719 ( 10.698) | Test: [14][50/198] Time 0.731 Data 0.001 top1 32.812 ( 31.875) top5 14.062 ( 10.766) | Test: [14][51/198] Time 0.726 Data 0.001 top1 32.812 ( 31.893) top5 7.031 ( 10.692) | Test: [14][52/198] Time 0.723 Data 0.001 top1 36.719 ( 31.986) top5 16.406 ( 10.802) | Test: [14][53/198] Time 0.724 Data 0.001 top1 32.031 ( 31.987) top5 12.500 ( 10.834) | Test: [14][54/198] Time 0.723 Data 0.001 top1 39.844 ( 32.133) top5 10.156 ( 10.822) | Test: [14][55/198] Time 0.727 Data 0.001 top1 27.344 ( 32.045) top5 10.156 ( 10.810) | Test: [14][56/198] Time 0.715 Data 0.001 top1 29.688 ( 32.003) top5 8.594 ( 10.770) | Test: [14][57/198] Time 0.721 Data 0.001 top1 33.594 ( 32.031) top5 12.500 ( 10.800) | Test: [14][58/198] Time 0.729 Data 0.001 top1 32.031 ( 32.031) top5 7.812 ( 10.749) | Test: [14][59/198] Time 0.722 Data 0.001 top1 35.938 ( 32.097) top5 9.375 ( 10.726) | Test: [14][60/198] Time 0.735 Data 0.001 top1 33.594 ( 32.122) top5 10.156 ( 10.716) | Test: [14][61/198] Time 0.782 Data 0.007 top1 34.375 ( 32.159) top5 10.156 ( 10.707) | Test: [14][62/198] Time 0.728 Data 0.001 top1 36.719 ( 32.233) top5 8.594 ( 10.673) | Test: [14][63/198] Time 0.721 Data 0.001 top1 26.562 ( 32.143) top5 7.812 ( 10.627) | Test: [14][64/198] Time 0.720 Data 0.001 top1 35.938 ( 32.202) top5 13.281 ( 10.669) | Test: [14][65/198] Time 0.718 Data 0.001 top1 39.844 ( 32.320) top5 14.062 ( 10.721) | Test: [14][66/198] Time 0.723 Data 0.001 top1 25.781 ( 32.221) top5 11.719 ( 10.736) | Test: [14][67/198] Time 0.721 Data 0.001 top1 42.969 ( 32.381) top5 14.062 ( 10.786) | Test: [14][68/198] Time 0.714 Data 0.001 top1 30.469 ( 32.353) top5 10.938 ( 10.788) | Test: [14][69/198] Time 0.712 Data 0.001 top1 29.688 ( 32.314) top5 8.594 ( 10.756) | Test: [14][70/198] Time 0.719 Data 0.001 top1 31.250 ( 32.299) top5 7.812 ( 10.714) | Test: [14][71/198] Time 0.725 Data 0.001 top1 35.156 ( 32.339) top5 11.719 ( 10.728) | Test: [14][72/198] Time 0.724 Data 0.001 top1 35.156 ( 32.378) top5 3.906 ( 10.634) | Test: [14][73/198] Time 0.726 Data 0.000 top1 32.031 ( 32.374) top5 9.375 ( 10.616) | Test: [14][74/198] Time 0.718 Data 0.001 top1 32.812 ( 32.380) top5 10.156 ( 10.610) | Test: [14][75/198] Time 0.733 Data 0.001 top1 28.125 ( 32.323) top5 9.375 ( 10.594) | Test: [14][76/198] Time 0.731 Data 0.001 top1 34.375 ( 32.350) top5 16.406 ( 10.670) | Test: [14][77/198] Time 0.721 Data 0.001 top1 35.156 ( 32.386) top5 13.281 ( 10.704) | Test: [14][78/198] Time 0.723 Data 0.001 top1 39.062 ( 32.472) top5 16.406 ( 10.777) | Test: [14][79/198] Time 0.718 Data 0.001 top1 30.469 ( 32.447) top5 12.500 ( 10.799) | Test: [14][80/198] Time 0.721 Data 0.001 top1 32.812 ( 32.451) top5 12.500 ( 10.820) | Test: [14][81/198] Time 0.725 Data 0.001 top1 33.594 ( 32.465) top5 10.156 ( 10.812) | Test: [14][82/198] Time 0.721 Data 0.001 top1 32.031 ( 32.460) top5 10.938 ( 10.814) | Test: [14][83/198] Time 0.738 Data 0.001 top1 32.031 ( 32.455) top5 8.594 ( 10.787) | Test: [14][84/198] Time 0.720 Data 0.001 top1 40.625 ( 32.552) top5 10.156 ( 10.779) | Test: [14][85/198] Time 0.734 Data 0.001 top1 34.375 ( 32.574) top5 12.500 ( 10.800) | Test: [14][86/198] Time 0.733 Data 0.001 top1 34.375 ( 32.594) top5 12.500 ( 10.819) | Test: [14][87/198] Time 0.731 Data 0.001 top1 29.688 ( 32.561) top5 12.500 ( 10.839) | Test: [14][88/198] Time 0.731 Data 0.001 top1 28.125 ( 32.511) top5 10.156 ( 10.831) | Test: [14][89/198] Time 0.734 Data 0.001 top1 30.469 ( 32.488) top5 10.156 ( 10.823) | Test: [14][90/198] Time 0.737 Data 0.001 top1 32.812 ( 32.491) top5 10.156 ( 10.816) | Test: [14][91/198] Time 0.730 Data 0.001 top1 35.156 ( 32.521) top5 12.500 ( 10.834) | Test: [14][92/198] Time 0.719 Data 0.001 top1 35.156 ( 32.549) top5 10.938 ( 10.836) | Test: [14][93/198] Time 0.719 Data 0.000 top1 32.812 ( 32.552) top5 8.594 ( 10.811) | Test: [14][94/198] Time 0.714 Data 0.001 top1 32.812 ( 32.555) top5 14.062 ( 10.846) | Test: [14][95/198] Time 0.734 Data 0.001 top1 29.688 ( 32.525) top5 15.625 ( 10.896) | Test: [14][96/198] Time 0.723 Data 0.001 top1 33.594 ( 32.536) top5 10.938 ( 10.897) | Test: [14][97/198] Time 0.727 Data 0.000 top1 32.812 ( 32.539) top5 13.281 ( 10.921) | Test: [14][98/198] Time 0.720 Data 0.001 top1 35.156 ( 32.565) top5 7.812 ( 10.890) | Test: [14][99/198] Time 0.719 Data 0.001 top1 32.031 ( 32.560) top5 9.375 ( 10.874) | Test: [14][100/198] Time 0.716 Data 0.001 top1 36.719 ( 32.602) top5 12.500 ( 10.891) | Test: [14][101/198] Time 0.720 Data 0.001 top1 28.906 ( 32.565) top5 7.812 ( 10.860) | Test: [14][102/198] Time 0.714 Data 0.001 top1 34.375 ( 32.583) top5 5.469 ( 10.807) | Test: [14][103/198] Time 0.716 Data 0.001 top1 38.281 ( 32.638) top5 10.938 ( 10.809) | Test: [14][104/198] Time 0.717 Data 0.001 top1 32.812 ( 32.640) top5 11.719 ( 10.817) | Test: [14][105/198] Time 0.720 Data 0.001 top1 32.812 ( 32.641) top5 12.500 ( 10.833) | Test: [14][106/198] Time 0.722 Data 0.001 top1 26.562 ( 32.584) top5 7.031 ( 10.797) | Test: [14][107/198] Time 0.724 Data 0.001 top1 32.812 ( 32.586) top5 10.938 ( 10.799) | Test: [14][108/198] Time 0.719 Data 0.001 top1 37.500 ( 32.632) top5 19.531 ( 10.880) | Test: [14][109/198] Time 0.720 Data 0.001 top1 32.812 ( 32.633) top5 9.375 ( 10.866) | Test: [14][110/198] Time 0.762 Data 0.001 top1 36.719 ( 32.670) top5 7.812 ( 10.838) | Test: [14][111/198] Time 0.716 Data 0.001 top1 32.812 ( 32.672) top5 14.062 ( 10.867) | Test: [14][112/198] Time 0.736 Data 0.001 top1 35.938 ( 32.701) top5 7.812 ( 10.840) | Test: [14][113/198] Time 0.723 Data 0.001 top1 32.031 ( 32.695) top5 15.625 ( 10.882) | Test: [14][114/198] Time 0.719 Data 0.001 top1 36.719 ( 32.730) top5 11.719 ( 10.890) | Test: [14][115/198] Time 0.732 Data 0.001 top1 28.906 ( 32.697) top5 10.156 ( 10.883) | Test: [14][116/198] Time 0.774 Data 0.001 top1 36.719 ( 32.732) top5 10.156 ( 10.877) | Test: [14][117/198] Time 0.720 Data 0.001 top1 35.156 ( 32.752) top5 11.719 ( 10.884) | Test: [14][118/198] Time 0.740 Data 0.001 top1 39.062 ( 32.806) top5 10.156 ( 10.878) | Test: [14][119/198] Time 0.714 Data 0.001 top1 35.156 ( 32.826) top5 15.625 ( 10.918) | Test: [14][120/198] Time 0.717 Data 0.002 top1 30.469 ( 32.806) top5 14.062 ( 10.944) | Test: [14][121/198] Time 0.722 Data 0.001 top1 31.250 ( 32.793) top5 10.156 ( 10.938) | Test: [14][122/198] Time 0.715 Data 0.001 top1 32.812 ( 32.793) top5 10.938 ( 10.938) | Test: [14][123/198] Time 0.718 Data 0.001 top1 26.562 ( 32.743) top5 8.594 ( 10.918) | Test: [14][124/198] Time 0.711 Data 0.001 top1 22.656 ( 32.661) top5 8.594 ( 10.900) | Test: [14][125/198] Time 0.716 Data 0.001 top1 32.031 ( 32.656) top5 11.719 ( 10.906) | Test: [14][126/198] Time 0.719 Data 0.001 top1 28.906 ( 32.626) top5 5.469 ( 10.863) | Test: [14][127/198] Time 0.718 Data 0.001 top1 28.906 ( 32.597) top5 11.719 ( 10.870) | Test: [14][128/198] Time 0.720 Data 0.001 top1 35.938 ( 32.623) top5 12.500 ( 10.883) | Test: [14][129/198] Time 0.718 Data 0.001 top1 29.688 ( 32.601) top5 10.938 ( 10.883) | Test: [14][130/198] Time 0.724 Data 0.001 top1 33.594 ( 32.608) top5 10.938 ( 10.883) | Test: [14][131/198] Time 0.719 Data 0.001 top1 36.719 ( 32.640) top5 14.844 ( 10.914) | Test: [14][132/198] Time 0.718 Data 0.001 top1 26.562 ( 32.594) top5 12.500 ( 10.926) | Test: [14][133/198] Time 0.719 Data 0.001 top1 28.906 ( 32.566) top5 10.156 ( 10.920) | Test: [14][134/198] Time 0.726 Data 0.001 top1 33.594 ( 32.573) top5 7.812 ( 10.897) | Test: [14][135/198] Time 0.726 Data 0.001 top1 33.594 ( 32.581) top5 11.719 ( 10.903) | Test: [14][136/198] Time 0.724 Data 0.001 top1 29.688 ( 32.560) top5 10.156 ( 10.897) | Test: [14][137/198] Time 0.718 Data 0.001 top1 26.562 ( 32.516) top5 10.156 ( 10.892) | Test: [14][138/198] Time 0.717 Data 0.001 top1 32.031 ( 32.512) top5 13.281 ( 10.909) | Test: [14][139/198] Time 0.723 Data 0.001 top1 32.812 ( 32.515) top5 14.062 ( 10.932) | Test: [14][140/198] Time 0.736 Data 0.001 top1 28.125 ( 32.483) top5 7.812 ( 10.910) | Test: [14][141/198] Time 0.715 Data 0.001 top1 31.250 ( 32.475) top5 10.156 ( 10.904) | Test: [14][142/198] Time 0.720 Data 0.001 top1 32.812 ( 32.477) top5 10.938 ( 10.904) | Test: [14][143/198] Time 0.721 Data 0.001 top1 33.594 ( 32.485) top5 12.500 ( 10.916) | Test: [14][144/198] Time 0.732 Data 0.001 top1 30.469 ( 32.471) top5 8.594 ( 10.900) | Test: [14][145/198] Time 0.722 Data 0.001 top1 31.250 ( 32.462) top5 8.594 ( 10.884) | Test: [14][146/198] Time 0.736 Data 0.001 top1 33.594 ( 32.470) top5 12.500 ( 10.895) | Test: [14][147/198] Time 0.720 Data 0.001 top1 26.562 ( 32.430) top5 5.469 ( 10.858) | Test: [14][148/198] Time 0.720 Data 0.001 top1 37.500 ( 32.464) top5 12.500 ( 10.869) | Test: [14][149/198] Time 0.721 Data 0.001 top1 33.594 ( 32.472) top5 14.062 ( 10.890) | Test: [14][150/198] Time 0.715 Data 0.001 top1 31.250 ( 32.464) top5 13.281 ( 10.906) | Test: [14][151/198] Time 0.727 Data 0.001 top1 26.562 ( 32.424) top5 7.812 ( 10.886) | Test: [14][152/198] Time 0.714 Data 0.001 top1 32.031 ( 32.422) top5 15.625 ( 10.917) | Test: [14][153/198] Time 0.718 Data 0.000 top1 33.594 ( 32.430) top5 10.156 ( 10.912) | Test: [14][154/198] Time 0.717 Data 0.001 top1 33.594 ( 32.437) top5 10.156 ( 10.907) | Test: [14][155/198] Time 0.716 Data 0.001 top1 32.812 ( 32.440) top5 10.938 ( 10.907) | Test: [14][156/198] Time 0.720 Data 0.001 top1 27.344 ( 32.407) top5 9.375 ( 10.897) | Test: [14][157/198] Time 0.718 Data 0.001 top1 27.344 ( 32.375) top5 8.594 ( 10.883) | Test: [14][158/198] Time 0.728 Data 0.001 top1 30.469 ( 32.363) top5 9.375 ( 10.873) | Test: [14][159/198] Time 0.715 Data 0.001 top1 37.500 ( 32.395) top5 10.938 ( 10.874) | Test: [14][160/198] Time 0.718 Data 0.001 top1 35.938 ( 32.417) top5 9.375 ( 10.864) | Test: [14][161/198] Time 0.721 Data 0.001 top1 36.719 ( 32.444) top5 7.812 ( 10.845) | Test: [14][162/198] Time 0.717 Data 0.001 top1 36.719 ( 32.470) top5 15.625 ( 10.875) | Test: [14][163/198] Time 0.715 Data 0.001 top1 25.781 ( 32.429) top5 9.375 ( 10.866) | Test: [14][164/198] Time 0.735 Data 0.001 top1 32.812 ( 32.431) top5 14.062 ( 10.885) | Test: [14][165/198] Time 0.724 Data 0.001 top1 30.469 ( 32.420) top5 6.250 ( 10.857) | Test: [14][166/198] Time 0.724 Data 0.001 top1 35.938 ( 32.441) top5 9.375 ( 10.848) | Test: [14][167/198] Time 0.720 Data 0.001 top1 25.781 ( 32.401) top5 8.594 ( 10.835) | Test: [14][168/198] Time 0.721 Data 0.001 top1 32.031 ( 32.399) top5 10.938 ( 10.835) | Test: [14][169/198] Time 0.719 Data 0.001 top1 39.062 ( 32.438) top5 9.375 ( 10.827) | Test: [14][170/198] Time 0.721 Data 0.001 top1 35.156 ( 32.454) top5 14.062 ( 10.846) | Test: [14][171/198] Time 0.741 Data 0.001 top1 36.719 ( 32.479) top5 8.594 ( 10.832) | Test: [14][172/198] Time 0.748 Data 0.001 top1 31.250 ( 32.472) top5 10.156 ( 10.828) | Test: [14][173/198] Time 0.728 Data 0.001 top1 32.812 ( 32.474) top5 12.500 ( 10.838) | Test: [14][174/198] Time 0.775 Data 0.001 top1 28.906 ( 32.453) top5 10.156 ( 10.834) | Test: [14][175/198] Time 0.747 Data 0.001 top1 28.125 ( 32.429) top5 11.719 ( 10.839) | Test: [14][176/198] Time 0.725 Data 0.001 top1 30.469 ( 32.417) top5 10.156 ( 10.835) | Test: [14][177/198] Time 0.716 Data 0.001 top1 31.250 ( 32.411) top5 15.625 ( 10.862) | Test: [14][178/198] Time 0.723 Data 0.001 top1 36.719 ( 32.435) top5 11.719 ( 10.867) | Test: [14][179/198] Time 0.725 Data 0.001 top1 35.938 ( 32.455) top5 17.969 ( 10.907) | Test: [14][180/198] Time 0.711 Data 0.001 top1 25.781 ( 32.418) top5 5.469 ( 10.877) | Test: [14][181/198] Time 0.727 Data 0.001 top1 33.594 ( 32.424) top5 14.062 ( 10.894) | Test: [14][182/198] Time 0.717 Data 0.001 top1 32.031 ( 32.422) top5 10.156 ( 10.890) | Test: [14][183/198] Time 0.731 Data 0.002 top1 32.812 ( 32.424) top5 10.156 ( 10.886) | Test: [14][184/198] Time 0.733 Data 0.001 top1 25.781 ( 32.388) top5 3.906 ( 10.848) | Test: [14][185/198] Time 0.725 Data 0.001 top1 34.375 ( 32.399) top5 10.156 ( 10.845) | Test: [14][186/198] Time 0.720 Data 0.001 top1 29.688 ( 32.384) top5 10.156 ( 10.841) | Test: [14][187/198] Time 0.719 Data 0.001 top1 32.812 ( 32.386) top5 6.250 ( 10.816) | Test: [14][188/198] Time 0.719 Data 0.000 top1 34.375 ( 32.397) top5 14.062 ( 10.834) | Test: [14][189/198] Time 0.724 Data 0.002 top1 34.375 ( 32.407) top5 17.188 ( 10.867) | Test: [14][190/198] Time 0.720 Data 0.000 top1 29.688 ( 32.393) top5 9.375 ( 10.859) | Test: [14][191/198] Time 0.721 Data 0.000 top1 27.344 ( 32.367) top5 10.156 ( 10.856) | Test: [14][192/198] Time 0.716 Data 0.000 top1 34.375 ( 32.377) top5 10.156 ( 10.852) | Test: [14][193/198] Time 0.714 Data 0.000 top1 33.594 ( 32.383) top5 10.938 ( 10.852) | Test: [14][194/198] Time 0.715 Data 0.000 top1 32.031 ( 32.382) top5 10.156 ( 10.849) | Test: [14][195/198] Time 0.726 Data 0.000 top1 25.781 ( 32.348) top5 10.156 ( 10.845) | Test: [14][196/198] Time 0.715 Data 0.000 top1 30.469 ( 32.338) top5 6.250 ( 10.822) | Test: [14][197/198] Time 0.256 Data 0.000 top1 26.471 ( 32.308) top5 5.882 ( 10.797) | Test: [14][198/198] Time 0.711 Data 0.001 top1 32.812 ( 32.311) top5 9.375 ( 10.790) * Finished epoch # 14 top1: 32.311 top5: 10.790 Epoch 15 => Training epoch # 15 | Epoch: [15][1/553] Time 5.352 Data 2.818 Err 0.7568 top1 23.438 top5 7.812 | Epoch: [15][2/553] Time 2.448 Data 0.003 Err 0.7975 top1 22.656 top5 7.031 | Epoch: [15][3/553] Time 2.465 Data 0.001 Err 0.7937 top1 20.312 top5 7.812 | Epoch: [15][4/553] Time 2.467 Data 0.001 Err 0.7509 top1 22.656 top5 6.250 | Epoch: [15][5/553] Time 2.449 Data 0.001 Err 0.9775 top1 26.562 top5 10.156 | Epoch: [15][6/553] Time 2.499 Data 0.000 Err 0.7004 top1 16.406 top5 4.688 | Epoch: [15][7/553] Time 2.434 Data 0.001 Err 0.7084 top1 17.969 top5 3.906 | Epoch: [15][8/553] Time 2.474 Data 0.001 Err 1.2788 top1 35.938 top5 11.719 | Epoch: [15][9/553] Time 2.458 Data 0.001 Err 0.7544 top1 17.188 top5 7.812 | Epoch: [15][10/553] Time 2.463 Data 0.001 Err 0.9415 top1 24.219 top5 7.031 | Epoch: [15][11/553] Time 2.437 Data 0.001 Err 0.8117 top1 21.875 top5 4.688 | Epoch: [15][12/553] Time 2.469 Data 0.001 Err 1.1225 top1 24.219 top5 10.938 | Epoch: [15][13/553] Time 2.445 Data 0.001 Err 0.8753 top1 25.781 top5 9.375 | Epoch: [15][14/553] Time 2.458 Data 0.001 Err 0.8422 top1 24.219 top5 10.156 | Epoch: [15][15/553] Time 2.472 Data 0.001 Err 0.6752 top1 14.844 top5 7.812 | Epoch: [15][16/553] Time 2.458 Data 0.001 Err 0.9015 top1 25.781 top5 7.031 | Epoch: [15][17/553] Time 2.501 Data 0.001 Err 0.7358 top1 18.750 top5 5.469 | Epoch: [15][18/553] Time 2.468 Data 0.001 Err 0.6917 top1 19.531 top5 4.688 | Epoch: [15][19/553] Time 2.439 Data 0.001 Err 0.7692 top1 21.875 top5 7.031 | Epoch: [15][20/553] Time 2.445 Data 0.001 Err 0.9786 top1 29.688 top5 4.688 | Epoch: [15][21/553] Time 2.433 Data 0.001 Err 1.0345 top1 28.125 top5 9.375 | Epoch: [15][22/553] Time 2.472 Data 0.001 Err 0.7926 top1 21.875 top5 6.250 | Epoch: [15][23/553] Time 2.473 Data 0.001 Err 0.8936 top1 24.219 top5 10.156 | Epoch: [15][24/553] Time 2.441 Data 0.001 Err 0.8305 top1 18.750 top5 9.375 | Epoch: [15][25/553] Time 2.441 Data 0.000 Err 0.8204 top1 21.094 top5 8.594 | Epoch: [15][26/553] Time 2.439 Data 0.001 Err 1.1623 top1 34.375 top5 9.375 | Epoch: [15][27/553] Time 2.500 Data 0.001 Err 1.0362 top1 27.344 top5 12.500 | Epoch: [15][28/553] Time 2.437 Data 0.001 Err 0.9376 top1 23.438 top5 10.156 | Epoch: [15][29/553] Time 2.452 Data 0.001 Err 0.9135 top1 25.000 top5 10.156 | Epoch: [15][30/553] Time 2.433 Data 0.001 Err 0.7511 top1 24.219 top5 2.344 | Epoch: [15][31/553] Time 2.447 Data 0.001 Err 0.8492 top1 21.875 top5 5.469 | Epoch: [15][32/553] Time 2.454 Data 0.001 Err 0.8550 top1 22.656 top5 5.469 | Epoch: [15][33/553] Time 2.474 Data 0.001 Err 1.0764 top1 28.906 top5 10.156 | Epoch: [15][34/553] Time 2.453 Data 0.001 Err 0.8484 top1 28.125 top5 7.031 | Epoch: [15][35/553] Time 2.504 Data 0.001 Err 0.7095 top1 14.844 top5 4.688 | Epoch: [15][36/553] Time 2.466 Data 0.001 Err 0.7738 top1 24.219 top5 7.812 | Epoch: [15][37/553] Time 2.440 Data 0.002 Err 0.9905 top1 25.781 top5 11.719 | Epoch: [15][38/553] Time 2.484 Data 0.001 Err 0.8045 top1 18.750 top5 8.594 | Epoch: [15][39/553] Time 2.441 Data 0.001 Err 1.0224 top1 27.344 top5 10.938 | Epoch: [15][40/553] Time 2.442 Data 0.001 Err 0.9270 top1 28.125 top5 7.812 | Epoch: [15][41/553] Time 2.438 Data 0.001 Err 0.8792 top1 21.875 top5 6.250 | Epoch: [15][42/553] Time 2.443 Data 0.000 Err 0.7750 top1 21.875 top5 7.031 | Epoch: [15][43/553] Time 2.450 Data 0.001 Err 0.8090 top1 21.875 top5 7.812 | Epoch: [15][44/553] Time 2.455 Data 0.001 Err 0.7486 top1 20.312 top5 5.469 | Epoch: [15][45/553] Time 2.457 Data 0.001 Err 0.7297 top1 18.750 top5 4.688 | Epoch: [15][46/553] Time 2.436 Data 0.001 Err 0.8131 top1 18.750 top5 10.156 | Epoch: [15][47/553] Time 2.442 Data 0.001 Err 1.0418 top1 23.438 top5 5.469 | Epoch: [15][48/553] Time 2.491 Data 0.001 Err 0.7809 top1 25.781 top5 8.594 | Epoch: [15][49/553] Time 2.449 Data 0.001 Err 0.9937 top1 26.562 top5 8.594 | Epoch: [15][50/553] Time 2.444 Data 0.001 Err 1.0217 top1 33.594 top5 10.156 | Epoch: [15][51/553] Time 2.436 Data 0.001 Err 0.7197 top1 19.531 top5 6.250 | Epoch: [15][52/553] Time 2.444 Data 0.001 Err 0.8451 top1 23.438 top5 5.469 | Epoch: [15][53/553] Time 2.444 Data 0.001 Err 0.7298 top1 22.656 top5 4.688 | Epoch: [15][54/553] Time 2.478 Data 0.000 Err 1.0497 top1 24.219 top5 8.594 | Epoch: [15][55/553] Time 2.438 Data 0.001 Err 0.9656 top1 27.344 top5 8.594 | Epoch: [15][56/553] Time 2.448 Data 0.001 Err 1.2061 top1 32.031 top5 11.719 | Epoch: [15][57/553] Time 2.437 Data 0.001 Err 1.1794 top1 28.125 top5 11.719 | Epoch: [15][58/553] Time 2.471 Data 0.001 Err 0.7397 top1 17.188 top5 4.688 | Epoch: [15][59/553] Time 2.474 Data 0.001 Err 0.6674 top1 17.188 top5 5.469 | Epoch: [15][60/553] Time 2.476 Data 0.001 Err 0.8718 top1 23.438 top5 7.031 | Epoch: [15][61/553] Time 2.480 Data 0.000 Err 0.8379 top1 24.219 top5 4.688 | Epoch: [15][62/553] Time 2.483 Data 0.001 Err 0.6568 top1 20.312 top5 4.688 | Epoch: [15][63/553] Time 2.482 Data 0.000 Err 0.8757 top1 22.656 top5 10.156 | Epoch: [15][64/553] Time 2.468 Data 0.001 Err 0.8024 top1 23.438 top5 2.344 | Epoch: [15][65/553] Time 2.443 Data 0.001 Err 0.8037 top1 19.531 top5 5.469 | Epoch: [15][66/553] Time 2.521 Data 0.001 Err 0.8034 top1 22.656 top5 2.344 | Epoch: [15][67/553] Time 2.502 Data 0.001 Err 0.9550 top1 25.000 top5 10.938 | Epoch: [15][68/553] Time 2.439 Data 0.001 Err 0.6438 top1 15.625 top5 3.125 | Epoch: [15][69/553] Time 2.451 Data 0.000 Err 0.9769 top1 28.125 top5 6.250 | Epoch: [15][70/553] Time 2.445 Data 0.001 Err 0.9562 top1 23.438 top5 8.594 | Epoch: [15][71/553] Time 2.442 Data 0.001 Err 0.9554 top1 24.219 top5 7.812 | Epoch: [15][72/553] Time 2.487 Data 0.000 Err 0.8292 top1 21.094 top5 5.469 | Epoch: [15][73/553] Time 2.496 Data 0.001 Err 1.0257 top1 24.219 top5 9.375 | Epoch: [15][74/553] Time 2.469 Data 0.001 Err 0.9467 top1 25.781 top5 8.594 | Epoch: [15][75/553] Time 2.498 Data 0.001 Err 1.0654 top1 29.688 top5 7.812 | Epoch: [15][76/553] Time 2.447 Data 0.001 Err 0.8955 top1 25.781 top5 7.812 | Epoch: [15][77/553] Time 2.448 Data 0.003 Err 1.0870 top1 23.438 top5 10.156 | Epoch: [15][78/553] Time 2.435 Data 0.001 Err 0.8375 top1 20.312 top5 10.156 | Epoch: [15][79/553] Time 2.474 Data 0.001 Err 0.7892 top1 21.094 top5 4.688 | Epoch: [15][80/553] Time 2.485 Data 0.000 Err 0.8783 top1 24.219 top5 7.812 | Epoch: [15][81/553] Time 2.433 Data 0.001 Err 0.9673 top1 29.688 top5 7.812 | Epoch: [15][82/553] Time 2.439 Data 0.001 Err 0.9038 top1 21.094 top5 8.594 | Epoch: [15][83/553] Time 2.474 Data 0.001 Err 0.8247 top1 20.312 top5 7.812 | Epoch: [15][84/553] Time 2.457 Data 0.001 Err 0.8258 top1 23.438 top5 8.594 | Epoch: [15][85/553] Time 2.444 Data 0.001 Err 1.0907 top1 25.781 top5 9.375 | Epoch: [15][86/553] Time 2.508 Data 0.001 Err 0.9416 top1 25.781 top5 6.250 | Epoch: [15][87/553] Time 2.477 Data 0.001 Err 0.7276 top1 19.531 top5 7.812 | Epoch: [15][88/553] Time 2.445 Data 0.000 Err 0.9482 top1 28.125 top5 6.250 | Epoch: [15][89/553] Time 2.441 Data 0.001 Err 0.9521 top1 23.438 top5 10.156 | Epoch: [15][90/553] Time 2.439 Data 0.000 Err 0.7708 top1 17.969 top5 3.906 | Epoch: [15][91/553] Time 2.522 Data 0.000 Err 0.9563 top1 25.781 top5 9.375 | Epoch: [15][92/553] Time 2.504 Data 0.001 Err 0.7380 top1 20.312 top5 7.812 | Epoch: [15][93/553] Time 2.445 Data 0.001 Err 0.7841 top1 24.219 top5 7.812 | Epoch: [15][94/553] Time 2.451 Data 0.001 Err 1.1558 top1 26.562 top5 14.062 | Epoch: [15][95/553] Time 2.460 Data 0.001 Err 1.0095 top1 22.656 top5 9.375 | Epoch: [15][96/553] Time 2.478 Data 0.001 Err 0.9561 top1 25.781 top5 6.250 | Epoch: [15][97/553] Time 2.459 Data 0.001 Err 0.7758 top1 25.000 top5 6.250 | Epoch: [15][98/553] Time 2.433 Data 0.001 Err 0.8291 top1 24.219 top5 7.812 | Epoch: [15][99/553] Time 2.466 Data 0.001 Err 0.8823 top1 28.125 top5 7.812 | Epoch: [15][100/553] Time 2.493 Data 0.001 Err 0.9727 top1 24.219 top5 8.594 | Epoch: [15][101/553] Time 2.468 Data 0.001 Err 0.9957 top1 28.906 top5 7.812 | Epoch: [15][102/553] Time 2.441 Data 0.001 Err 0.9047 top1 24.219 top5 6.250 | Epoch: [15][103/553] Time 2.467 Data 0.001 Err 0.8127 top1 25.781 top5 6.250 | Epoch: [15][104/553] Time 2.438 Data 0.001 Err 0.8736 top1 27.344 top5 7.031 | Epoch: [15][105/553] Time 2.477 Data 0.001 Err 0.9709 top1 21.875 top5 9.375 | Epoch: [15][106/553] Time 2.487 Data 0.001 Err 0.9166 top1 25.781 top5 9.375 | Epoch: [15][107/553] Time 2.466 Data 0.000 Err 0.9028 top1 22.656 top5 9.375 | Epoch: [15][108/553] Time 2.470 Data 0.001 Err 0.9617 top1 24.219 top5 10.156 | Epoch: [15][109/553] Time 2.482 Data 0.001 Err 0.7708 top1 22.656 top5 4.688 | Epoch: [15][110/553] Time 2.442 Data 0.000 Err 0.7249 top1 17.969 top5 7.031 | Epoch: [15][111/553] Time 2.446 Data 0.001 Err 1.0575 top1 26.562 top5 10.156 | Epoch: [15][112/553] Time 2.458 Data 0.001 Err 0.9061 top1 24.219 top5 7.812 | Epoch: [15][113/553] Time 2.481 Data 0.001 Err 1.0069 top1 25.781 top5 9.375 | Epoch: [15][114/553] Time 2.465 Data 0.001 Err 0.7844 top1 25.781 top5 3.906 | Epoch: [15][115/553] Time 2.444 Data 0.001 Err 0.8387 top1 21.094 top5 8.594 | Epoch: [15][116/553] Time 2.478 Data 0.000 Err 0.9393 top1 25.000 top5 8.594 | Epoch: [15][117/553] Time 2.449 Data 0.001 Err 0.9972 top1 23.438 top5 10.938 | Epoch: [15][118/553] Time 2.463 Data 0.000 Err 0.9618 top1 24.219 top5 4.688 | Epoch: [15][119/553] Time 2.447 Data 0.001 Err 0.7958 top1 24.219 top5 4.688 | Epoch: [15][120/553] Time 2.499 Data 0.001 Err 0.9690 top1 27.344 top5 7.812 | Epoch: [15][121/553] Time 2.444 Data 0.001 Err 0.7980 top1 21.094 top5 5.469 | Epoch: [15][122/553] Time 2.434 Data 0.001 Err 0.9127 top1 25.000 top5 10.156 | Epoch: [15][123/553] Time 2.509 Data 0.001 Err 0.9716 top1 25.000 top5 8.594 | Epoch: [15][124/553] Time 2.434 Data 0.001 Err 0.8898 top1 26.562 top5 4.688 | Epoch: [15][125/553] Time 2.490 Data 0.001 Err 0.9936 top1 24.219 top5 7.031 | Epoch: [15][126/553] Time 2.439 Data 0.001 Err 0.8367 top1 21.875 top5 7.812 | Epoch: [15][127/553] Time 2.516 Data 0.001 Err 0.9245 top1 25.000 top5 8.594 | Epoch: [15][128/553] Time 2.445 Data 0.001 Err 0.9681 top1 25.781 top5 3.906 | Epoch: [15][129/553] Time 2.446 Data 0.001 Err 0.9820 top1 20.312 top5 7.812 | Epoch: [15][130/553] Time 2.457 Data 0.001 Err 1.1168 top1 25.000 top5 11.719 | Epoch: [15][131/553] Time 2.465 Data 0.001 Err 0.9340 top1 25.000 top5 7.031 | Epoch: [15][132/553] Time 2.448 Data 0.001 Err 0.9366 top1 28.125 top5 8.594 | Epoch: [15][133/553] Time 2.458 Data 0.001 Err 0.9712 top1 23.438 top5 7.812 | Epoch: [15][134/553] Time 2.489 Data 0.004 Err 1.0755 top1 26.562 top5 8.594 | Epoch: [15][135/553] Time 2.495 Data 0.001 Err 0.9418 top1 28.906 top5 7.812 | Epoch: [15][136/553] Time 2.459 Data 0.001 Err 0.8562 top1 22.656 top5 5.469 | Epoch: [15][137/553] Time 2.445 Data 0.001 Err 1.0687 top1 31.250 top5 10.156 | Epoch: [15][138/553] Time 2.433 Data 0.000 Err 1.1713 top1 27.344 top5 12.500 | Epoch: [15][139/553] Time 2.467 Data 0.001 Err 1.0111 top1 27.344 top5 7.031 | Epoch: [15][140/553] Time 2.443 Data 0.001 Err 1.2181 top1 32.031 top5 12.500 | Epoch: [15][141/553] Time 2.461 Data 0.001 Err 0.8950 top1 26.562 top5 8.594 | Epoch: [15][142/553] Time 2.484 Data 0.001 Err 0.7915 top1 21.094 top5 6.250 | Epoch: [15][143/553] Time 2.441 Data 0.001 Err 0.6980 top1 17.969 top5 6.250 | Epoch: [15][144/553] Time 2.465 Data 0.001 Err 0.9391 top1 26.562 top5 7.031 | Epoch: [15][145/553] Time 2.450 Data 0.001 Err 1.2081 top1 29.688 top5 10.156 | Epoch: [15][146/553] Time 2.443 Data 0.001 Err 0.9084 top1 21.875 top5 10.156 | Epoch: [15][147/553] Time 2.483 Data 0.001 Err 0.8331 top1 24.219 top5 8.594 | Epoch: [15][148/553] Time 2.480 Data 0.001 Err 0.7821 top1 24.219 top5 5.469 | Epoch: [15][149/553] Time 2.456 Data 0.001 Err 1.0748 top1 27.344 top5 8.594 | Epoch: [15][150/553] Time 2.443 Data 0.001 Err 0.8913 top1 21.875 top5 6.250 | Epoch: [15][151/553] Time 2.523 Data 0.001 Err 0.9772 top1 25.000 top5 8.594 | Epoch: [15][152/553] Time 2.465 Data 0.001 Err 0.9040 top1 21.875 top5 6.250 | Epoch: [15][153/553] Time 2.480 Data 0.005 Err 0.7769 top1 23.438 top5 4.688 | Epoch: [15][154/553] Time 2.434 Data 0.001 Err 0.8781 top1 29.688 top5 6.250 | Epoch: [15][155/553] Time 2.520 Data 0.001 Err 1.0462 top1 24.219 top5 8.594 | Epoch: [15][156/553] Time 2.447 Data 0.001 Err 1.0664 top1 27.344 top5 9.375 | Epoch: [15][157/553] Time 2.451 Data 0.001 Err 0.9518 top1 27.344 top5 9.375 | Epoch: [15][158/553] Time 2.442 Data 0.001 Err 0.7516 top1 21.875 top5 4.688 | Epoch: [15][159/553] Time 2.433 Data 0.001 Err 0.9816 top1 28.125 top5 7.031 | Epoch: [15][160/553] Time 2.432 Data 0.001 Err 0.7986 top1 21.094 top5 7.812 | Epoch: [15][161/553] Time 2.483 Data 0.001 Err 1.1222 top1 28.125 top5 10.938 | Epoch: [15][162/553] Time 2.439 Data 0.001 Err 0.9364 top1 27.344 top5 5.469 | Epoch: [15][163/553] Time 2.505 Data 0.001 Err 0.5754 top1 14.844 top5 4.688 | Epoch: [15][164/553] Time 2.465 Data 0.001 Err 0.7737 top1 17.969 top5 6.250 | Epoch: [15][165/553] Time 2.444 Data 0.001 Err 0.8204 top1 22.656 top5 4.688 | Epoch: [15][166/553] Time 2.449 Data 0.001 Err 0.9864 top1 23.438 top5 7.031 | Epoch: [15][167/553] Time 2.466 Data 0.001 Err 0.8600 top1 23.438 top5 5.469 | Epoch: [15][168/553] Time 2.454 Data 0.001 Err 0.9025 top1 25.000 top5 5.469 | Epoch: [15][169/553] Time 2.440 Data 0.001 Err 0.8938 top1 24.219 top5 7.812 | Epoch: [15][170/553] Time 2.451 Data 0.001 Err 0.9400 top1 25.781 top5 7.812 | Epoch: [15][171/553] Time 2.443 Data 0.001 Err 0.9253 top1 24.219 top5 8.594 | Epoch: [15][172/553] Time 2.437 Data 0.004 Err 0.7424 top1 19.531 top5 6.250 | Epoch: [15][173/553] Time 2.453 Data 0.001 Err 0.8622 top1 28.125 top5 8.594 | Epoch: [15][174/553] Time 2.454 Data 0.001 Err 1.1228 top1 28.125 top5 10.156 | Epoch: [15][175/553] Time 2.443 Data 0.001 Err 0.6916 top1 23.438 top5 5.469 | Epoch: [15][176/553] Time 2.504 Data 0.001 Err 0.7979 top1 24.219 top5 6.250 | Epoch: [15][177/553] Time 2.437 Data 0.001 Err 0.8103 top1 21.094 top5 7.812 | Epoch: [15][178/553] Time 2.440 Data 0.001 Err 1.1207 top1 27.344 top5 10.156 | Epoch: [15][179/553] Time 2.479 Data 0.001 Err 0.8250 top1 22.656 top5 6.250 | Epoch: [15][180/553] Time 2.482 Data 0.001 Err 1.0515 top1 25.000 top5 7.812 | Epoch: [15][181/553] Time 2.457 Data 0.001 Err 1.1396 top1 28.906 top5 10.938 | Epoch: [15][182/553] Time 2.483 Data 0.001 Err 0.9350 top1 22.656 top5 5.469 | Epoch: [15][183/553] Time 2.510 Data 0.001 Err 1.0135 top1 25.000 top5 7.812 | Epoch: [15][184/553] Time 2.470 Data 0.001 Err 0.5473 top1 18.750 top5 0.781 | Epoch: [15][185/553] Time 2.483 Data 0.001 Err 0.6939 top1 18.750 top5 5.469 | Epoch: [15][186/553] Time 2.489 Data 0.001 Err 0.8554 top1 23.438 top5 6.250 | Epoch: [15][187/553] Time 2.454 Data 0.001 Err 1.0773 top1 29.688 top5 8.594 | Epoch: [15][188/553] Time 2.507 Data 0.001 Err 0.8921 top1 21.875 top5 9.375 | Epoch: [15][189/553] Time 2.476 Data 0.001 Err 0.9270 top1 21.875 top5 10.938 | Epoch: [15][190/553] Time 2.483 Data 0.001 Err 0.9338 top1 24.219 top5 9.375 | Epoch: [15][191/553] Time 2.446 Data 0.002 Err 0.9861 top1 28.906 top5 10.156 | Epoch: [15][192/553] Time 2.472 Data 0.001 Err 0.8399 top1 25.000 top5 5.469 | Epoch: [15][193/553] Time 2.479 Data 0.001 Err 0.9722 top1 30.469 top5 8.594 | Epoch: [15][194/553] Time 2.435 Data 0.001 Err 1.0116 top1 28.906 top5 6.250 | Epoch: [15][195/553] Time 2.482 Data 0.001 Err 0.8749 top1 24.219 top5 7.812 | Epoch: [15][196/553] Time 2.478 Data 0.001 Err 0.9720 top1 26.562 top5 9.375 | Epoch: [15][197/553] Time 2.482 Data 0.001 Err 0.9422 top1 24.219 top5 9.375 | Epoch: [15][198/553] Time 2.436 Data 0.001 Err 0.9353 top1 25.781 top5 10.156 | Epoch: [15][199/553] Time 2.448 Data 0.001 Err 1.0206 top1 25.781 top5 7.031 | Epoch: [15][200/553] Time 2.474 Data 0.001 Err 0.9071 top1 25.000 top5 11.719 | Epoch: [15][201/553] Time 2.499 Data 0.001 Err 0.8833 top1 23.438 top5 6.250 | Epoch: [15][202/553] Time 2.484 Data 0.001 Err 0.9224 top1 23.438 top5 7.812 | Epoch: [15][203/553] Time 2.443 Data 0.001 Err 0.9194 top1 23.438 top5 7.031 | Epoch: [15][204/553] Time 2.460 Data 0.001 Err 1.1862 top1 29.688 top5 10.156 | Epoch: [15][205/553] Time 2.445 Data 0.001 Err 0.6779 top1 16.406 top5 3.906 | Epoch: [15][206/553] Time 2.450 Data 0.001 Err 0.8682 top1 25.000 top5 7.031 | Epoch: [15][207/553] Time 2.460 Data 0.001 Err 0.9693 top1 26.562 top5 7.031 | Epoch: [15][208/553] Time 2.478 Data 0.001 Err 0.9567 top1 21.094 top5 7.812 | Epoch: [15][209/553] Time 2.452 Data 0.001 Err 0.9684 top1 23.438 top5 6.250 | Epoch: [15][210/553] Time 2.500 Data 0.006 Err 0.9101 top1 22.656 top5 9.375 | Epoch: [15][211/553] Time 2.440 Data 0.001 Err 1.0588 top1 28.906 top5 10.938 | Epoch: [15][212/553] Time 2.457 Data 0.001 Err 0.8106 top1 18.750 top5 7.812 | Epoch: [15][213/553] Time 2.505 Data 0.001 Err 0.7409 top1 18.750 top5 5.469 | Epoch: [15][214/553] Time 2.440 Data 0.001 Err 0.8762 top1 21.094 top5 7.031 | Epoch: [15][215/553] Time 2.443 Data 0.001 Err 0.9446 top1 28.125 top5 7.812 | Epoch: [15][216/553] Time 2.476 Data 0.001 Err 0.7512 top1 24.219 top5 7.031 | Epoch: [15][217/553] Time 2.500 Data 0.001 Err 0.7923 top1 19.531 top5 7.812 | Epoch: [15][218/553] Time 2.485 Data 0.001 Err 0.7585 top1 21.875 top5 6.250 | Epoch: [15][219/553] Time 2.444 Data 0.001 Err 1.1593 top1 29.688 top5 12.500 | Epoch: [15][220/553] Time 2.475 Data 0.001 Err 0.9593 top1 20.312 top5 8.594 | Epoch: [15][221/553] Time 2.481 Data 0.001 Err 0.8819 top1 21.094 top5 7.812 | Epoch: [15][222/553] Time 2.448 Data 0.001 Err 0.8096 top1 21.875 top5 7.031 | Epoch: [15][223/553] Time 2.442 Data 0.001 Err 0.8097 top1 24.219 top5 6.250 | Epoch: [15][224/553] Time 2.477 Data 0.001 Err 0.8918 top1 25.000 top5 7.812 | Epoch: [15][225/553] Time 2.513 Data 0.001 Err 0.8656 top1 23.438 top5 7.031 | Epoch: [15][226/553] Time 2.447 Data 0.001 Err 0.8941 top1 26.562 top5 7.812 | Epoch: [15][227/553] Time 2.442 Data 0.001 Err 0.8153 top1 21.875 top5 7.031 | Epoch: [15][228/553] Time 2.475 Data 0.001 Err 0.9158 top1 26.562 top5 7.031 | Epoch: [15][229/553] Time 2.479 Data 0.003 Err 0.7651 top1 22.656 top5 5.469 | Epoch: [15][230/553] Time 2.446 Data 0.001 Err 0.9444 top1 26.562 top5 7.031 | Epoch: [15][231/553] Time 2.450 Data 0.001 Err 0.7670 top1 23.438 top5 6.250 | Epoch: [15][232/553] Time 2.438 Data 0.001 Err 1.2298 top1 34.375 top5 10.156 | Epoch: [15][233/553] Time 2.444 Data 0.001 Err 0.8418 top1 25.781 top5 7.812 | Epoch: [15][234/553] Time 2.468 Data 0.001 Err 0.8581 top1 21.094 top5 9.375 | Epoch: [15][235/553] Time 2.444 Data 0.001 Err 0.6953 top1 17.969 top5 7.031 | Epoch: [15][236/553] Time 2.469 Data 0.001 Err 0.7692 top1 21.875 top5 3.125 | Epoch: [15][237/553] Time 2.480 Data 0.001 Err 1.0271 top1 28.906 top5 6.250 | Epoch: [15][238/553] Time 2.443 Data 0.001 Err 0.8444 top1 23.438 top5 6.250 | Epoch: [15][239/553] Time 2.448 Data 0.001 Err 0.8338 top1 21.875 top5 9.375 | Epoch: [15][240/553] Time 2.472 Data 0.001 Err 0.9046 top1 25.781 top5 7.812 | Epoch: [15][241/553] Time 2.450 Data 0.001 Err 0.9931 top1 25.000 top5 10.156 | Epoch: [15][242/553] Time 2.465 Data 0.001 Err 1.0008 top1 29.688 top5 8.594 | Epoch: [15][243/553] Time 2.478 Data 0.001 Err 1.0447 top1 30.469 top5 10.938 | Epoch: [15][244/553] Time 2.472 Data 0.001 Err 0.9233 top1 25.000 top5 7.812 | Epoch: [15][245/553] Time 2.439 Data 0.001 Err 0.8746 top1 20.312 top5 10.156 | Epoch: [15][246/553] Time 2.476 Data 0.001 Err 1.0053 top1 30.469 top5 8.594 | Epoch: [15][247/553] Time 2.469 Data 0.001 Err 0.9373 top1 28.906 top5 8.594 | Epoch: [15][248/553] Time 2.475 Data 0.006 Err 0.7814 top1 17.969 top5 3.906 | Epoch: [15][249/553] Time 2.449 Data 0.001 Err 0.7919 top1 20.312 top5 6.250 | Epoch: [15][250/553] Time 2.445 Data 0.001 Err 0.9911 top1 32.031 top5 5.469 | Epoch: [15][251/553] Time 2.461 Data 0.001 Err 0.9545 top1 26.562 top5 8.594 | Epoch: [15][252/553] Time 2.456 Data 0.001 Err 1.1135 top1 29.688 top5 10.156 | Epoch: [15][253/553] Time 2.480 Data 0.000 Err 0.9708 top1 25.000 top5 7.812 | Epoch: [15][254/553] Time 2.442 Data 0.001 Err 1.0631 top1 26.562 top5 7.812 | Epoch: [15][255/553] Time 2.442 Data 0.001 Err 1.1737 top1 30.469 top5 10.938 | Epoch: [15][256/553] Time 2.472 Data 0.001 Err 0.8604 top1 21.094 top5 6.250 | Epoch: [15][257/553] Time 2.444 Data 0.001 Err 0.9516 top1 25.781 top5 5.469 | Epoch: [15][258/553] Time 2.487 Data 0.001 Err 0.8381 top1 19.531 top5 9.375 | Epoch: [15][259/553] Time 2.483 Data 0.001 Err 0.9365 top1 27.344 top5 4.688 | Epoch: [15][260/553] Time 2.485 Data 0.001 Err 1.0133 top1 25.000 top5 9.375 | Epoch: [15][261/553] Time 2.448 Data 0.001 Err 1.1697 top1 33.594 top5 10.156 | Epoch: [15][262/553] Time 2.446 Data 0.001 Err 0.8938 top1 22.656 top5 9.375 | Epoch: [15][263/553] Time 2.445 Data 0.001 Err 0.8257 top1 23.438 top5 5.469 | Epoch: [15][264/553] Time 2.438 Data 0.001 Err 1.0505 top1 32.031 top5 7.031 | Epoch: [15][265/553] Time 2.444 Data 0.001 Err 0.9382 top1 23.438 top5 8.594 | Epoch: [15][266/553] Time 2.440 Data 0.001 Err 0.9491 top1 21.875 top5 10.156 | Epoch: [15][267/553] Time 2.458 Data 0.001 Err 0.8033 top1 20.312 top5 5.469 | Epoch: [15][268/553] Time 2.461 Data 0.001 Err 0.9598 top1 24.219 top5 7.812 | Epoch: [15][269/553] Time 2.474 Data 0.001 Err 0.9879 top1 25.781 top5 10.156 | Epoch: [15][270/553] Time 2.444 Data 0.001 Err 1.0637 top1 28.906 top5 9.375 | Epoch: [15][271/553] Time 2.508 Data 0.001 Err 0.8451 top1 25.000 top5 5.469 | Epoch: [15][272/553] Time 2.447 Data 0.001 Err 1.0522 top1 28.125 top5 8.594 | Epoch: [15][273/553] Time 2.451 Data 0.001 Err 0.8862 top1 23.438 top5 7.812 | Epoch: [15][274/553] Time 2.482 Data 0.001 Err 0.9650 top1 25.781 top5 7.812 | Epoch: [15][275/553] Time 2.477 Data 0.001 Err 0.9870 top1 22.656 top5 11.719 | Epoch: [15][276/553] Time 2.457 Data 0.001 Err 0.9442 top1 26.562 top5 8.594 | Epoch: [15][277/553] Time 2.445 Data 0.001 Err 1.0434 top1 25.781 top5 5.469 | Epoch: [15][278/553] Time 2.442 Data 0.001 Err 1.0235 top1 26.562 top5 7.812 | Epoch: [15][279/553] Time 2.466 Data 0.001 Err 0.9375 top1 21.875 top5 7.031 | Epoch: [15][280/553] Time 2.459 Data 0.001 Err 0.7859 top1 23.438 top5 6.250 | Epoch: [15][281/553] Time 2.463 Data 0.000 Err 1.0084 top1 28.125 top5 9.375 | Epoch: [15][282/553] Time 2.456 Data 0.001 Err 0.7333 top1 21.094 top5 3.125 | Epoch: [15][283/553] Time 2.476 Data 0.001 Err 0.9580 top1 24.219 top5 7.812 | Epoch: [15][284/553] Time 2.475 Data 0.001 Err 0.9472 top1 28.125 top5 7.031 | Epoch: [15][285/553] Time 2.474 Data 0.001 Err 0.8058 top1 23.438 top5 9.375 | Epoch: [15][286/553] Time 2.451 Data 0.004 Err 0.8799 top1 22.656 top5 8.594 | Epoch: [15][287/553] Time 2.522 Data 0.001 Err 1.0300 top1 25.781 top5 10.938 | Epoch: [15][288/553] Time 2.521 Data 0.001 Err 0.8628 top1 17.969 top5 7.031 | Epoch: [15][289/553] Time 2.444 Data 0.001 Err 0.9211 top1 23.438 top5 8.594 | Epoch: [15][290/553] Time 2.456 Data 0.001 Err 0.9568 top1 22.656 top5 10.156 | Epoch: [15][291/553] Time 2.436 Data 0.000 Err 0.8891 top1 21.875 top5 5.469 | Epoch: [15][292/553] Time 2.480 Data 0.001 Err 0.9864 top1 23.438 top5 11.719 | Epoch: [15][293/553] Time 2.480 Data 0.001 Err 0.8809 top1 23.438 top5 7.031 | Epoch: [15][294/553] Time 2.434 Data 0.001 Err 0.8191 top1 25.000 top5 7.812 | Epoch: [15][295/553] Time 2.462 Data 0.001 Err 1.1329 top1 32.812 top5 11.719 | Epoch: [15][296/553] Time 2.489 Data 0.001 Err 0.9866 top1 25.000 top5 7.812 | Epoch: [15][297/553] Time 2.508 Data 0.001 Err 0.9746 top1 31.250 top5 9.375 | Epoch: [15][298/553] Time 2.455 Data 0.001 Err 0.8711 top1 21.875 top5 7.812 | Epoch: [15][299/553] Time 2.480 Data 0.001 Err 1.0054 top1 25.000 top5 10.156 | Epoch: [15][300/553] Time 2.474 Data 0.001 Err 0.9421 top1 25.000 top5 10.156 | Epoch: [15][301/553] Time 2.482 Data 0.001 Err 0.9342 top1 28.906 top5 7.031 | Epoch: [15][302/553] Time 2.440 Data 0.001 Err 0.8342 top1 20.312 top5 7.031 | Epoch: [15][303/553] Time 2.474 Data 0.001 Err 0.8799 top1 20.312 top5 10.156 | Epoch: [15][304/553] Time 2.509 Data 0.001 Err 0.9309 top1 25.781 top5 10.156 | Epoch: [15][305/553] Time 2.468 Data 0.003 Err 0.8367 top1 21.094 top5 8.594 | Epoch: [15][306/553] Time 2.446 Data 0.001 Err 0.8315 top1 25.000 top5 7.812 | Epoch: [15][307/553] Time 2.480 Data 0.001 Err 0.8510 top1 20.312 top5 5.469 | Epoch: [15][308/553] Time 2.438 Data 0.001 Err 0.9709 top1 25.781 top5 8.594 | Epoch: [15][309/553] Time 2.463 Data 0.001 Err 1.0696 top1 27.344 top5 9.375 | Epoch: [15][310/553] Time 2.442 Data 0.001 Err 0.9123 top1 25.000 top5 8.594 | Epoch: [15][311/553] Time 2.479 Data 0.001 Err 0.7650 top1 23.438 top5 6.250 | Epoch: [15][312/553] Time 2.461 Data 0.001 Err 0.8870 top1 26.562 top5 7.812 | Epoch: [15][313/553] Time 2.475 Data 0.001 Err 0.8739 top1 21.094 top5 8.594 | Epoch: [15][314/553] Time 2.435 Data 0.001 Err 0.7653 top1 20.312 top5 7.031 | Epoch: [15][315/553] Time 2.478 Data 0.001 Err 1.0537 top1 28.125 top5 8.594 | Epoch: [15][316/553] Time 2.484 Data 0.001 Err 1.0102 top1 21.875 top5 9.375 | Epoch: [15][317/553] Time 2.478 Data 0.000 Err 0.8267 top1 18.750 top5 7.031 | Epoch: [15][318/553] Time 2.474 Data 0.001 Err 0.9337 top1 27.344 top5 7.812 | Epoch: [15][319/553] Time 2.453 Data 0.001 Err 0.9144 top1 22.656 top5 8.594 | Epoch: [15][320/553] Time 2.461 Data 0.001 Err 0.8039 top1 18.750 top5 7.031 | Epoch: [15][321/553] Time 2.474 Data 0.001 Err 0.8904 top1 26.562 top5 7.031 | Epoch: [15][322/553] Time 2.445 Data 0.001 Err 1.0681 top1 29.688 top5 10.938 | Epoch: [15][323/553] Time 2.454 Data 0.001 Err 0.8182 top1 21.875 top5 6.250 | Epoch: [15][324/553] Time 2.467 Data 0.005 Err 0.8644 top1 17.969 top5 8.594 | Epoch: [15][325/553] Time 2.437 Data 0.001 Err 0.8495 top1 23.438 top5 5.469 | Epoch: [15][326/553] Time 2.477 Data 0.001 Err 0.8856 top1 24.219 top5 7.031 | Epoch: [15][327/553] Time 2.477 Data 0.001 Err 1.0181 top1 21.875 top5 9.375 | Epoch: [15][328/553] Time 2.477 Data 0.001 Err 0.9133 top1 25.781 top5 9.375 | Epoch: [15][329/553] Time 2.457 Data 0.001 Err 0.7792 top1 18.750 top5 7.031 | Epoch: [15][330/553] Time 2.497 Data 0.001 Err 1.0263 top1 26.562 top5 8.594 | Epoch: [15][331/553] Time 2.463 Data 0.001 Err 0.9863 top1 28.125 top5 8.594 | Epoch: [15][332/553] Time 2.476 Data 0.001 Err 0.9520 top1 28.125 top5 8.594 | Epoch: [15][333/553] Time 2.514 Data 0.001 Err 0.8054 top1 22.656 top5 7.031 | Epoch: [15][334/553] Time 2.483 Data 0.001 Err 0.7778 top1 21.875 top5 6.250 | Epoch: [15][335/553] Time 2.469 Data 0.001 Err 0.9466 top1 23.438 top5 9.375 | Epoch: [15][336/553] Time 2.503 Data 0.001 Err 0.7176 top1 21.094 top5 5.469 | Epoch: [15][337/553] Time 2.485 Data 0.001 Err 1.1895 top1 27.344 top5 13.281 | Epoch: [15][338/553] Time 2.449 Data 0.001 Err 0.9696 top1 28.906 top5 6.250 | Epoch: [15][339/553] Time 2.514 Data 0.001 Err 0.9158 top1 22.656 top5 7.812 | Epoch: [15][340/553] Time 2.439 Data 0.001 Err 0.8148 top1 21.094 top5 7.812 | Epoch: [15][341/553] Time 2.471 Data 0.001 Err 1.0545 top1 28.125 top5 6.250 | Epoch: [15][342/553] Time 2.448 Data 0.001 Err 1.1717 top1 29.688 top5 10.938 | Epoch: [15][343/553] Time 2.483 Data 0.002 Err 0.8486 top1 21.875 top5 9.375 | Epoch: [15][344/553] Time 2.438 Data 0.001 Err 1.1198 top1 27.344 top5 9.375 | Epoch: [15][345/553] Time 2.474 Data 0.001 Err 1.0282 top1 24.219 top5 9.375 | Epoch: [15][346/553] Time 2.442 Data 0.001 Err 1.1167 top1 28.906 top5 14.062 | Epoch: [15][347/553] Time 2.472 Data 0.001 Err 0.9659 top1 26.562 top5 10.156 | Epoch: [15][348/553] Time 2.446 Data 0.001 Err 1.1545 top1 31.250 top5 12.500 | Epoch: [15][349/553] Time 2.486 Data 0.001 Err 1.0207 top1 26.562 top5 9.375 | Epoch: [15][350/553] Time 2.487 Data 0.001 Err 1.0246 top1 24.219 top5 8.594 | Epoch: [15][351/553] Time 2.443 Data 0.001 Err 0.7997 top1 18.750 top5 7.812 | Epoch: [15][352/553] Time 2.440 Data 0.001 Err 1.0709 top1 28.906 top5 8.594 | Epoch: [15][353/553] Time 2.480 Data 0.001 Err 0.8452 top1 21.875 top5 5.469 | Epoch: [15][354/553] Time 2.461 Data 0.001 Err 0.7452 top1 19.531 top5 7.031 | Epoch: [15][355/553] Time 2.465 Data 0.001 Err 0.8374 top1 25.781 top5 6.250 | Epoch: [15][356/553] Time 2.473 Data 0.001 Err 1.0311 top1 28.125 top5 10.156 | Epoch: [15][357/553] Time 2.453 Data 0.001 Err 0.8888 top1 25.000 top5 7.812 | Epoch: [15][358/553] Time 2.466 Data 0.001 Err 0.8531 top1 21.875 top5 8.594 | Epoch: [15][359/553] Time 2.468 Data 0.001 Err 0.8619 top1 24.219 top5 6.250 | Epoch: [15][360/553] Time 2.514 Data 0.001 Err 0.8838 top1 24.219 top5 9.375 | Epoch: [15][361/553] Time 2.435 Data 0.001 Err 1.0266 top1 28.125 top5 7.812 | Epoch: [15][362/553] Time 2.444 Data 0.001 Err 0.9504 top1 19.531 top5 10.156 | Epoch: [15][363/553] Time 2.448 Data 0.001 Err 0.6291 top1 18.750 top5 3.906 | Epoch: [15][364/553] Time 2.509 Data 0.001 Err 1.1455 top1 27.344 top5 11.719 | Epoch: [15][365/553] Time 2.438 Data 0.001 Err 1.0160 top1 25.781 top5 13.281 | Epoch: [15][366/553] Time 2.436 Data 0.001 Err 0.7594 top1 22.656 top5 6.250 | Epoch: [15][367/553] Time 2.439 Data 0.001 Err 0.9413 top1 24.219 top5 6.250 | Epoch: [15][368/553] Time 2.517 Data 0.001 Err 0.8237 top1 20.312 top5 7.031 | Epoch: [15][369/553] Time 2.439 Data 0.001 Err 1.1222 top1 28.906 top5 8.594 | Epoch: [15][370/553] Time 2.480 Data 0.001 Err 0.8108 top1 16.406 top5 5.469 | Epoch: [15][371/553] Time 2.454 Data 0.001 Err 1.0010 top1 23.438 top5 9.375 | Epoch: [15][372/553] Time 2.448 Data 0.001 Err 0.8204 top1 22.656 top5 6.250 | Epoch: [15][373/553] Time 2.452 Data 0.001 Err 0.9625 top1 23.438 top5 9.375 | Epoch: [15][374/553] Time 2.443 Data 0.001 Err 1.0951 top1 28.125 top5 10.156 | Epoch: [15][375/553] Time 2.439 Data 0.001 Err 0.8507 top1 22.656 top5 7.812 | Epoch: [15][376/553] Time 2.443 Data 0.001 Err 0.9021 top1 24.219 top5 7.812 | Epoch: [15][377/553] Time 2.473 Data 0.001 Err 0.9095 top1 25.781 top5 3.906 | Epoch: [15][378/553] Time 2.480 Data 0.001 Err 0.8450 top1 19.531 top5 6.250 | Epoch: [15][379/553] Time 2.478 Data 0.001 Err 0.9885 top1 28.125 top5 6.250 | Epoch: [15][380/553] Time 2.477 Data 0.001 Err 0.8198 top1 17.969 top5 9.375 | Epoch: [15][381/553] Time 2.439 Data 0.003 Err 0.9094 top1 20.312 top5 8.594 | Epoch: [15][382/553] Time 2.476 Data 0.001 Err 0.7854 top1 20.312 top5 5.469 | Epoch: [15][383/553] Time 2.482 Data 0.001 Err 0.7872 top1 18.750 top5 7.812 | Epoch: [15][384/553] Time 2.473 Data 0.001 Err 0.9538 top1 25.781 top5 7.812 | Epoch: [15][385/553] Time 2.442 Data 0.001 Err 1.0088 top1 26.562 top5 8.594 | Epoch: [15][386/553] Time 2.466 Data 0.001 Err 0.7495 top1 20.312 top5 5.469 | Epoch: [15][387/553] Time 2.438 Data 0.001 Err 0.8596 top1 20.312 top5 8.594 | Epoch: [15][388/553] Time 2.432 Data 0.001 Err 0.9101 top1 20.312 top5 10.156 | Epoch: [15][389/553] Time 2.458 Data 0.001 Err 0.9374 top1 27.344 top5 7.031 | Epoch: [15][390/553] Time 2.507 Data 0.001 Err 0.8701 top1 21.094 top5 7.812 | Epoch: [15][391/553] Time 2.454 Data 0.001 Err 1.1131 top1 28.125 top5 10.938 | Epoch: [15][392/553] Time 2.450 Data 0.001 Err 0.8688 top1 24.219 top5 7.031 | Epoch: [15][393/553] Time 2.453 Data 0.001 Err 0.9539 top1 27.344 top5 6.250 | Epoch: [15][394/553] Time 2.510 Data 0.001 Err 1.2405 top1 29.688 top5 13.281 | Epoch: [15][395/553] Time 2.452 Data 0.001 Err 0.9499 top1 22.656 top5 7.031 | Epoch: [15][396/553] Time 2.481 Data 0.001 Err 0.9060 top1 22.656 top5 9.375 | Epoch: [15][397/553] Time 2.440 Data 0.001 Err 0.8282 top1 20.312 top5 7.031 | Epoch: [15][398/553] Time 2.483 Data 0.001 Err 0.9462 top1 28.125 top5 7.031 | Epoch: [15][399/553] Time 2.439 Data 0.001 Err 0.9939 top1 21.875 top5 10.156 | Epoch: [15][400/553] Time 2.439 Data 0.002 Err 1.2729 top1 31.250 top5 14.844 | Epoch: [15][401/553] Time 2.437 Data 0.001 Err 0.8715 top1 21.094 top5 7.031 | Epoch: [15][402/553] Time 2.459 Data 0.001 Err 0.8062 top1 20.312 top5 6.250 | Epoch: [15][403/553] Time 2.453 Data 0.001 Err 0.6421 top1 17.969 top5 3.906 | Epoch: [15][404/553] Time 2.446 Data 0.001 Err 0.8877 top1 25.781 top5 7.031 | Epoch: [15][405/553] Time 2.442 Data 0.001 Err 1.1630 top1 28.906 top5 11.719 | Epoch: [15][406/553] Time 2.472 Data 0.001 Err 1.1480 top1 29.688 top5 12.500 | Epoch: [15][407/553] Time 2.449 Data 0.001 Err 0.9973 top1 21.875 top5 10.938 | Epoch: [15][408/553] Time 2.462 Data 0.001 Err 0.9684 top1 20.312 top5 11.719 | Epoch: [15][409/553] Time 2.438 Data 0.001 Err 0.7902 top1 24.219 top5 3.906 | Epoch: [15][410/553] Time 2.482 Data 0.001 Err 0.7329 top1 21.094 top5 3.125 | Epoch: [15][411/553] Time 2.453 Data 0.001 Err 0.9332 top1 24.219 top5 6.250 | Epoch: [15][412/553] Time 2.449 Data 0.001 Err 0.7285 top1 19.531 top5 5.469 | Epoch: [15][413/553] Time 2.435 Data 0.001 Err 0.7801 top1 22.656 top5 5.469 | Epoch: [15][414/553] Time 2.437 Data 0.001 Err 0.9778 top1 25.000 top5 7.812 | Epoch: [15][415/553] Time 2.442 Data 0.001 Err 0.6841 top1 17.188 top5 3.125 | Epoch: [15][416/553] Time 2.509 Data 0.001 Err 0.8106 top1 21.094 top5 5.469 | Epoch: [15][417/553] Time 2.441 Data 0.001 Err 1.0178 top1 26.562 top5 7.031 | Epoch: [15][418/553] Time 2.449 Data 0.001 Err 0.9568 top1 24.219 top5 10.938 | Epoch: [15][419/553] Time 2.520 Data 0.001 Err 1.0838 top1 29.688 top5 9.375 | Epoch: [15][420/553] Time 2.513 Data 0.001 Err 1.1104 top1 28.125 top5 11.719 | Epoch: [15][421/553] Time 2.440 Data 0.001 Err 1.0047 top1 23.438 top5 8.594 | Epoch: [15][422/553] Time 2.476 Data 0.001 Err 0.9776 top1 25.000 top5 9.375 | Epoch: [15][423/553] Time 2.486 Data 0.001 Err 0.9041 top1 28.125 top5 6.250 | Epoch: [15][424/553] Time 2.442 Data 0.001 Err 0.7548 top1 20.312 top5 4.688 | Epoch: [15][425/553] Time 2.453 Data 0.001 Err 0.8172 top1 22.656 top5 7.031 | Epoch: [15][426/553] Time 2.465 Data 0.001 Err 0.7966 top1 24.219 top5 7.031 | Epoch: [15][427/553] Time 2.445 Data 0.001 Err 1.1939 top1 30.469 top5 12.500 | Epoch: [15][428/553] Time 2.467 Data 0.001 Err 0.9637 top1 24.219 top5 4.688 | Epoch: [15][429/553] Time 2.468 Data 0.001 Err 0.8562 top1 25.000 top5 5.469 | Epoch: [15][430/553] Time 2.455 Data 0.001 Err 0.8767 top1 21.875 top5 7.812 | Epoch: [15][431/553] Time 2.466 Data 0.001 Err 0.9676 top1 28.125 top5 5.469 | Epoch: [15][432/553] Time 2.436 Data 0.001 Err 1.0766 top1 28.125 top5 11.719 | Epoch: [15][433/553] Time 2.480 Data 0.001 Err 0.9602 top1 24.219 top5 8.594 | Epoch: [15][434/553] Time 2.452 Data 0.001 Err 0.9619 top1 28.906 top5 7.812 | Epoch: [15][435/553] Time 2.478 Data 0.001 Err 1.1068 top1 33.594 top5 10.156 | Epoch: [15][436/553] Time 2.485 Data 0.001 Err 1.0218 top1 29.688 top5 11.719 | Epoch: [15][437/553] Time 2.471 Data 0.001 Err 0.9407 top1 24.219 top5 8.594 | Epoch: [15][438/553] Time 2.513 Data 0.003 Err 0.8715 top1 20.312 top5 7.812 | Epoch: [15][439/553] Time 2.483 Data 0.001 Err 0.8037 top1 24.219 top5 7.812 | Epoch: [15][440/553] Time 2.450 Data 0.001 Err 1.0156 top1 28.125 top5 8.594 | Epoch: [15][441/553] Time 2.483 Data 0.001 Err 0.7326 top1 21.875 top5 5.469 | Epoch: [15][442/553] Time 2.481 Data 0.001 Err 1.1041 top1 32.031 top5 9.375 | Epoch: [15][443/553] Time 2.511 Data 0.000 Err 0.8556 top1 21.094 top5 6.250 | Epoch: [15][444/553] Time 2.483 Data 0.001 Err 0.7896 top1 22.656 top5 6.250 | Epoch: [15][445/553] Time 2.440 Data 0.000 Err 1.0580 top1 26.562 top5 11.719 | Epoch: [15][446/553] Time 2.440 Data 0.001 Err 1.0661 top1 28.906 top5 10.156 | Epoch: [15][447/553] Time 2.474 Data 0.001 Err 0.9259 top1 27.344 top5 9.375 | Epoch: [15][448/553] Time 2.488 Data 0.001 Err 1.0088 top1 25.781 top5 7.031 | Epoch: [15][449/553] Time 2.439 Data 0.001 Err 1.0963 top1 31.250 top5 9.375 | Epoch: [15][450/553] Time 2.444 Data 0.001 Err 0.9046 top1 25.000 top5 7.812 | Epoch: [15][451/553] Time 2.470 Data 0.001 Err 0.7243 top1 17.969 top5 5.469 | Epoch: [15][452/553] Time 2.502 Data 0.001 Err 0.6473 top1 18.750 top5 4.688 | Epoch: [15][453/553] Time 2.449 Data 0.001 Err 1.0100 top1 22.656 top5 11.719 | Epoch: [15][454/553] Time 2.446 Data 0.001 Err 0.9340 top1 26.562 top5 10.156 | Epoch: [15][455/553] Time 2.516 Data 0.001 Err 1.0809 top1 28.125 top5 5.469 | Epoch: [15][456/553] Time 2.513 Data 0.001 Err 0.9131 top1 23.438 top5 10.938 | Epoch: [15][457/553] Time 2.499 Data 0.002 Err 0.8201 top1 25.000 top5 4.688 | Epoch: [15][458/553] Time 2.448 Data 0.001 Err 0.7322 top1 19.531 top5 7.031 | Epoch: [15][459/553] Time 2.471 Data 0.001 Err 0.8162 top1 18.750 top5 7.031 | Epoch: [15][460/553] Time 2.482 Data 0.001 Err 0.6866 top1 20.312 top5 5.469 | Epoch: [15][461/553] Time 2.468 Data 0.001 Err 1.0076 top1 28.906 top5 8.594 | Epoch: [15][462/553] Time 2.492 Data 0.001 Err 1.2294 top1 35.156 top5 11.719 | Epoch: [15][463/553] Time 2.452 Data 0.001 Err 1.1772 top1 28.125 top5 10.938 | Epoch: [15][464/553] Time 2.464 Data 0.001 Err 1.0178 top1 25.781 top5 9.375 | Epoch: [15][465/553] Time 2.442 Data 0.001 Err 0.8976 top1 23.438 top5 7.812 | Epoch: [15][466/553] Time 2.471 Data 0.001 Err 1.0323 top1 30.469 top5 9.375 | Epoch: [15][467/553] Time 2.475 Data 0.001 Err 0.7827 top1 21.875 top5 5.469 | Epoch: [15][468/553] Time 2.472 Data 0.001 Err 1.0825 top1 28.906 top5 10.156 | Epoch: [15][469/553] Time 2.465 Data 0.001 Err 0.5456 top1 14.844 top5 2.344 | Epoch: [15][470/553] Time 2.443 Data 0.001 Err 1.0585 top1 26.562 top5 10.938 | Epoch: [15][471/553] Time 2.450 Data 0.001 Err 1.0383 top1 25.000 top5 10.938 | Epoch: [15][472/553] Time 2.459 Data 0.001 Err 1.0201 top1 22.656 top5 9.375 | Epoch: [15][473/553] Time 2.470 Data 0.001 Err 0.8212 top1 21.875 top5 6.250 | Epoch: [15][474/553] Time 2.451 Data 0.001 Err 0.9075 top1 28.125 top5 7.812 | Epoch: [15][475/553] Time 2.462 Data 0.001 Err 1.0684 top1 24.219 top5 9.375 | Epoch: [15][476/553] Time 2.506 Data 0.002 Err 0.9784 top1 24.219 top5 7.812 | Epoch: [15][477/553] Time 2.477 Data 0.001 Err 1.0155 top1 28.125 top5 7.031 | Epoch: [15][478/553] Time 2.438 Data 0.001 Err 0.8890 top1 23.438 top5 8.594 | Epoch: [15][479/553] Time 2.441 Data 0.001 Err 0.8821 top1 26.562 top5 7.031 | Epoch: [15][480/553] Time 2.449 Data 0.001 Err 0.9195 top1 23.438 top5 10.156 | Epoch: [15][481/553] Time 2.483 Data 0.001 Err 0.7931 top1 22.656 top5 4.688 | Epoch: [15][482/553] Time 2.481 Data 0.001 Err 0.9672 top1 25.000 top5 9.375 | Epoch: [15][483/553] Time 2.441 Data 0.000 Err 0.6646 top1 17.969 top5 3.125 | Epoch: [15][484/553] Time 2.455 Data 0.001 Err 0.8006 top1 20.312 top5 7.812 | Epoch: [15][485/553] Time 2.520 Data 0.001 Err 0.9224 top1 25.000 top5 9.375 | Epoch: [15][486/553] Time 2.463 Data 0.001 Err 1.2210 top1 31.250 top5 12.500 | Epoch: [15][487/553] Time 2.539 Data 0.001 Err 0.8437 top1 21.875 top5 5.469 | Epoch: [15][488/553] Time 2.477 Data 0.001 Err 0.9563 top1 30.469 top5 8.594 | Epoch: [15][489/553] Time 2.450 Data 0.001 Err 0.9001 top1 24.219 top5 7.031 | Epoch: [15][490/553] Time 2.443 Data 0.001 Err 1.0077 top1 27.344 top5 9.375 | Epoch: [15][491/553] Time 2.479 Data 0.001 Err 0.9241 top1 24.219 top5 8.594 | Epoch: [15][492/553] Time 2.457 Data 0.001 Err 0.8015 top1 23.438 top5 4.688 | Epoch: [15][493/553] Time 2.476 Data 0.001 Err 1.0961 top1 27.344 top5 11.719 | Epoch: [15][494/553] Time 2.452 Data 0.001 Err 0.9921 top1 27.344 top5 10.156 | Epoch: [15][495/553] Time 2.511 Data 0.001 Err 0.9478 top1 23.438 top5 7.031 | Epoch: [15][496/553] Time 2.444 Data 0.001 Err 0.7610 top1 19.531 top5 7.031 | Epoch: [15][497/553] Time 2.477 Data 0.001 Err 1.0953 top1 28.906 top5 10.156 | Epoch: [15][498/553] Time 2.436 Data 0.001 Err 0.8105 top1 20.312 top5 7.812 | Epoch: [15][499/553] Time 2.479 Data 0.000 Err 1.0242 top1 25.781 top5 10.156 | Epoch: [15][500/553] Time 2.447 Data 0.001 Err 0.8346 top1 26.562 top5 6.250 | Epoch: [15][501/553] Time 2.501 Data 0.001 Err 0.6994 top1 17.188 top5 3.906 | Epoch: [15][502/553] Time 2.434 Data 0.001 Err 1.0311 top1 25.000 top5 7.812 | Epoch: [15][503/553] Time 2.488 Data 0.001 Err 0.7184 top1 17.969 top5 5.469 | Epoch: [15][504/553] Time 2.448 Data 0.001 Err 1.1663 top1 28.906 top5 11.719 | Epoch: [15][505/553] Time 2.472 Data 0.001 Err 1.0803 top1 27.344 top5 11.719 | Epoch: [15][506/553] Time 2.449 Data 0.001 Err 0.7410 top1 19.531 top5 5.469 | Epoch: [15][507/553] Time 2.469 Data 0.001 Err 1.0224 top1 29.688 top5 10.156 | Epoch: [15][508/553] Time 2.494 Data 0.001 Err 1.2008 top1 30.469 top5 10.938 | Epoch: [15][509/553] Time 2.472 Data 0.001 Err 0.7888 top1 21.094 top5 10.156 | Epoch: [15][510/553] Time 2.449 Data 0.001 Err 0.8953 top1 21.875 top5 7.812 | Epoch: [15][511/553] Time 2.497 Data 0.001 Err 1.1762 top1 26.562 top5 16.406 | Epoch: [15][512/553] Time 2.441 Data 0.001 Err 0.9110 top1 28.125 top5 7.031 | Epoch: [15][513/553] Time 2.434 Data 0.001 Err 0.7517 top1 24.219 top5 4.688 | Epoch: [15][514/553] Time 2.446 Data 0.004 Err 0.9253 top1 25.781 top5 8.594 | Epoch: [15][515/553] Time 2.477 Data 0.001 Err 0.7521 top1 23.438 top5 6.250 | Epoch: [15][516/553] Time 2.446 Data 0.001 Err 0.9868 top1 25.781 top5 8.594 | Epoch: [15][517/553] Time 2.447 Data 0.001 Err 1.0743 top1 27.344 top5 10.938 | Epoch: [15][518/553] Time 2.436 Data 0.001 Err 0.7635 top1 21.875 top5 3.906 | Epoch: [15][519/553] Time 2.445 Data 0.001 Err 0.7211 top1 20.312 top5 7.031 | Epoch: [15][520/553] Time 2.443 Data 0.001 Err 0.7845 top1 18.750 top5 3.906 | Epoch: [15][521/553] Time 2.483 Data 0.001 Err 0.9461 top1 23.438 top5 9.375 | Epoch: [15][522/553] Time 2.471 Data 0.001 Err 0.8920 top1 21.875 top5 9.375 | Epoch: [15][523/553] Time 2.449 Data 0.001 Err 0.8960 top1 25.000 top5 9.375 | Epoch: [15][524/553] Time 2.455 Data 0.001 Err 0.8331 top1 20.312 top5 7.812 | Epoch: [15][525/553] Time 2.438 Data 0.001 Err 0.7976 top1 20.312 top5 4.688 | Epoch: [15][526/553] Time 2.456 Data 0.001 Err 0.9904 top1 23.438 top5 10.156 | Epoch: [15][527/553] Time 2.448 Data 0.001 Err 0.8657 top1 25.781 top5 7.812 | Epoch: [15][528/553] Time 2.485 Data 0.001 Err 1.1661 top1 27.344 top5 12.500 | Epoch: [15][529/553] Time 2.463 Data 0.001 Err 0.8652 top1 25.000 top5 7.031 | Epoch: [15][530/553] Time 2.448 Data 0.001 Err 0.8567 top1 24.219 top5 6.250 | Epoch: [15][531/553] Time 2.466 Data 0.001 Err 0.7431 top1 18.750 top5 6.250 | Epoch: [15][532/553] Time 2.476 Data 0.001 Err 0.9323 top1 21.875 top5 6.250 | Epoch: [15][533/553] Time 2.433 Data 0.003 Err 1.1414 top1 31.250 top5 13.281 | Epoch: [15][534/553] Time 2.447 Data 0.001 Err 0.8745 top1 27.344 top5 6.250 | Epoch: [15][535/553] Time 2.449 Data 0.001 Err 0.8925 top1 24.219 top5 6.250 | Epoch: [15][536/553] Time 2.442 Data 0.001 Err 0.8505 top1 24.219 top5 10.156 | Epoch: [15][537/553] Time 2.472 Data 0.001 Err 1.0517 top1 26.562 top5 11.719 | Epoch: [15][538/553] Time 2.445 Data 0.000 Err 1.0270 top1 26.562 top5 7.812 | Epoch: [15][539/553] Time 2.467 Data 0.001 Err 0.9830 top1 26.562 top5 9.375 | Epoch: [15][540/553] Time 2.493 Data 0.001 Err 0.9923 top1 23.438 top5 9.375 | Epoch: [15][541/553] Time 2.444 Data 0.001 Err 0.7178 top1 18.750 top5 4.688 | Epoch: [15][542/553] Time 2.489 Data 0.001 Err 0.8904 top1 23.438 top5 7.812 | Epoch: [15][543/553] Time 2.517 Data 0.000 Err 1.0514 top1 25.781 top5 8.594 | Epoch: [15][544/553] Time 2.458 Data 0.000 Err 0.8191 top1 24.219 top5 6.250 | Epoch: [15][545/553] Time 2.441 Data 0.000 Err 0.6426 top1 21.875 top5 3.906 | Epoch: [15][546/553] Time 2.450 Data 0.000 Err 0.8769 top1 27.344 top5 4.688 | Epoch: [15][547/553] Time 2.444 Data 0.000 Err 0.8778 top1 22.656 top5 7.031 | Epoch: [15][548/553] Time 2.446 Data 0.000 Err 1.0170 top1 25.000 top5 10.156 | Epoch: [15][549/553] Time 2.449 Data 0.000 Err 1.2493 top1 30.469 top5 14.844 | Epoch: [15][550/553] Time 2.439 Data 0.000 Err 1.1842 top1 34.375 top5 9.375 | Epoch: [15][551/553] Time 2.439 Data 0.000 Err 1.0110 top1 27.344 top5 11.719 | Epoch: [15][552/553] Time 2.442 Data 0.000 Err 1.0000 top1 28.906 top5 9.375 | Epoch: [15][553/553] Time 1.031 Data 0.000 Err 1.3626 top1 38.636 top5 13.636 | Test: [15][1/198] Time 2.564 Data 1.840 top1 29.688 ( 29.688) top5 8.594 ( 8.594) | Test: [15][2/198] Time 0.717 Data 0.001 top1 28.125 ( 28.906) top5 9.375 ( 8.984) | Test: [15][3/198] Time 0.720 Data 0.000 top1 27.344 ( 28.385) top5 4.688 ( 7.552) | Test: [15][4/198] Time 0.719 Data 0.001 top1 35.938 ( 30.273) top5 14.062 ( 9.180) | Test: [15][5/198] Time 0.727 Data 0.001 top1 29.688 ( 30.156) top5 8.594 ( 9.062) | Test: [15][6/198] Time 0.715 Data 0.001 top1 30.469 ( 30.208) top5 7.031 ( 8.724) | Test: [15][7/198] Time 0.722 Data 0.001 top1 38.281 ( 31.362) top5 9.375 ( 8.817) | Test: [15][8/198] Time 0.725 Data 0.001 top1 31.250 ( 31.348) top5 10.938 ( 9.082) | Test: [15][9/198] Time 0.730 Data 0.001 top1 25.781 ( 30.729) top5 7.031 ( 8.854) | Test: [15][10/198] Time 0.728 Data 0.001 top1 33.594 ( 31.016) top5 18.750 ( 9.844) | Test: [15][11/198] Time 0.805 Data 0.001 top1 28.906 ( 30.824) top5 7.031 ( 9.588) | Test: [15][12/198] Time 0.784 Data 0.003 top1 26.562 ( 30.469) top5 9.375 ( 9.570) | Test: [15][13/198] Time 0.724 Data 0.001 top1 29.688 ( 30.409) top5 7.812 ( 9.435) | Test: [15][14/198] Time 0.725 Data 0.001 top1 26.562 ( 30.134) top5 8.594 ( 9.375) | Test: [15][15/198] Time 0.720 Data 0.001 top1 35.938 ( 30.521) top5 10.938 ( 9.479) | Test: [15][16/198] Time 0.716 Data 0.001 top1 28.125 ( 30.371) top5 7.812 ( 9.375) | Test: [15][17/198] Time 0.711 Data 0.001 top1 27.344 ( 30.193) top5 8.594 ( 9.329) | Test: [15][18/198] Time 0.721 Data 0.001 top1 31.250 ( 30.252) top5 14.062 ( 9.592) | Test: [15][19/198] Time 0.722 Data 0.001 top1 27.344 ( 30.099) top5 8.594 ( 9.539) | Test: [15][20/198] Time 0.726 Data 0.001 top1 30.469 ( 30.117) top5 9.375 ( 9.531) | Test: [15][21/198] Time 0.721 Data 0.001 top1 27.344 ( 29.985) top5 6.250 ( 9.375) | Test: [15][22/198] Time 0.722 Data 0.001 top1 30.469 ( 30.007) top5 11.719 ( 9.482) | Test: [15][23/198] Time 0.719 Data 0.001 top1 32.812 ( 30.129) top5 14.062 ( 9.681) | Test: [15][24/198] Time 0.731 Data 0.001 top1 32.031 ( 30.208) top5 14.062 ( 9.863) | Test: [15][25/198] Time 0.725 Data 0.001 top1 28.125 ( 30.125) top5 7.812 ( 9.781) | Test: [15][26/198] Time 0.728 Data 0.001 top1 31.250 ( 30.168) top5 8.594 ( 9.736) | Test: [15][27/198] Time 0.727 Data 0.001 top1 32.031 ( 30.237) top5 7.031 ( 9.635) | Test: [15][28/198] Time 0.739 Data 0.001 top1 28.906 ( 30.190) top5 10.938 ( 9.682) | Test: [15][29/198] Time 0.723 Data 0.001 top1 35.938 ( 30.388) top5 10.156 ( 9.698) | Test: [15][30/198] Time 0.727 Data 0.001 top1 31.250 ( 30.417) top5 10.156 ( 9.714) | Test: [15][31/198] Time 0.723 Data 0.001 top1 23.438 ( 30.192) top5 8.594 ( 9.677) | Test: [15][32/198] Time 0.723 Data 0.001 top1 32.812 ( 30.273) top5 14.062 ( 9.814) | Test: [15][33/198] Time 0.729 Data 0.000 top1 32.031 ( 30.327) top5 10.156 ( 9.825) | Test: [15][34/198] Time 0.725 Data 0.001 top1 33.594 ( 30.423) top5 9.375 ( 9.812) | Test: [15][35/198] Time 0.720 Data 0.001 top1 40.625 ( 30.714) top5 15.625 ( 9.978) | Test: [15][36/198] Time 0.714 Data 0.001 top1 29.688 ( 30.686) top5 9.375 ( 9.961) | Test: [15][37/198] Time 0.727 Data 0.002 top1 46.875 ( 31.123) top5 16.406 ( 10.135) | Test: [15][38/198] Time 0.726 Data 0.001 top1 28.125 ( 31.044) top5 10.938 ( 10.156) | Test: [15][39/198] Time 0.739 Data 0.001 top1 42.969 ( 31.350) top5 14.844 ( 10.276) | Test: [15][40/198] Time 0.734 Data 0.001 top1 37.500 ( 31.504) top5 14.844 ( 10.391) | Test: [15][41/198] Time 0.730 Data 0.001 top1 32.031 ( 31.517) top5 9.375 ( 10.366) | Test: [15][42/198] Time 0.721 Data 0.001 top1 28.125 ( 31.436) top5 7.031 ( 10.286) | Test: [15][43/198] Time 0.723 Data 0.001 top1 26.562 ( 31.323) top5 7.031 ( 10.211) | Test: [15][44/198] Time 0.727 Data 0.001 top1 35.156 ( 31.410) top5 7.031 ( 10.138) | Test: [15][45/198] Time 0.717 Data 0.001 top1 35.938 ( 31.510) top5 8.594 ( 10.104) | Test: [15][46/198] Time 0.713 Data 0.001 top1 31.250 ( 31.505) top5 10.938 ( 10.122) | Test: [15][47/198] Time 0.725 Data 0.001 top1 30.469 ( 31.483) top5 11.719 ( 10.156) | Test: [15][48/198] Time 0.716 Data 0.001 top1 30.469 ( 31.462) top5 7.031 ( 10.091) | Test: [15][49/198] Time 0.729 Data 0.001 top1 28.906 ( 31.409) top5 10.156 ( 10.092) | Test: [15][50/198] Time 0.728 Data 0.001 top1 39.844 ( 31.578) top5 7.812 ( 10.047) | Test: [15][51/198] Time 0.737 Data 0.001 top1 34.375 ( 31.633) top5 9.375 ( 10.034) | Test: [15][52/198] Time 0.744 Data 0.001 top1 35.156 ( 31.701) top5 11.719 ( 10.066) | Test: [15][53/198] Time 0.733 Data 0.001 top1 32.812 ( 31.722) top5 13.281 ( 10.127) | Test: [15][54/198] Time 0.723 Data 0.001 top1 29.688 ( 31.684) top5 8.594 ( 10.098) | Test: [15][55/198] Time 0.718 Data 0.001 top1 28.125 ( 31.619) top5 10.156 ( 10.099) | Test: [15][56/198] Time 0.732 Data 0.001 top1 32.812 ( 31.641) top5 15.625 ( 10.198) | Test: [15][57/198] Time 0.725 Data 0.001 top1 34.375 ( 31.689) top5 8.594 ( 10.170) | Test: [15][58/198] Time 0.735 Data 0.001 top1 41.406 ( 31.856) top5 14.844 ( 10.251) | Test: [15][59/198] Time 0.726 Data 0.001 top1 24.219 ( 31.727) top5 5.469 ( 10.169) | Test: [15][60/198] Time 0.735 Data 0.001 top1 28.906 ( 31.680) top5 10.938 ( 10.182) | Test: [15][61/198] Time 0.724 Data 0.001 top1 27.344 ( 31.609) top5 7.812 ( 10.143) | Test: [15][62/198] Time 0.726 Data 0.001 top1 25.781 ( 31.515) top5 12.500 ( 10.181) | Test: [15][63/198] Time 0.725 Data 0.001 top1 29.688 ( 31.486) top5 6.250 ( 10.119) | Test: [15][64/198] Time 0.734 Data 0.001 top1 34.375 ( 31.531) top5 9.375 ( 10.107) | Test: [15][65/198] Time 0.725 Data 0.001 top1 26.562 ( 31.454) top5 12.500 ( 10.144) | Test: [15][66/198] Time 0.726 Data 0.001 top1 32.031 ( 31.463) top5 15.625 ( 10.227) | Test: [15][67/198] Time 0.727 Data 0.001 top1 34.375 ( 31.507) top5 11.719 ( 10.250) | Test: [15][68/198] Time 0.728 Data 0.001 top1 40.625 ( 31.641) top5 12.500 ( 10.283) | Test: [15][69/198] Time 0.731 Data 0.001 top1 28.906 ( 31.601) top5 9.375 ( 10.269) | Test: [15][70/198] Time 0.729 Data 0.001 top1 27.344 ( 31.540) top5 10.938 ( 10.279) | Test: [15][71/198] Time 0.719 Data 0.001 top1 32.031 ( 31.547) top5 7.031 ( 10.233) | Test: [15][72/198] Time 0.731 Data 0.000 top1 41.406 ( 31.684) top5 11.719 ( 10.254) | Test: [15][73/198] Time 0.723 Data 0.001 top1 31.250 ( 31.678) top5 10.156 ( 10.253) | Test: [15][74/198] Time 0.723 Data 0.001 top1 24.219 ( 31.577) top5 6.250 ( 10.198) | Test: [15][75/198] Time 0.721 Data 0.001 top1 33.594 ( 31.604) top5 14.062 ( 10.250) | Test: [15][76/198] Time 0.724 Data 0.001 top1 35.156 ( 31.651) top5 14.062 ( 10.300) | Test: [15][77/198] Time 0.735 Data 0.001 top1 27.344 ( 31.595) top5 9.375 ( 10.288) | Test: [15][78/198] Time 0.729 Data 0.001 top1 26.562 ( 31.530) top5 9.375 ( 10.276) | Test: [15][79/198] Time 0.741 Data 0.001 top1 25.781 ( 31.458) top5 6.250 ( 10.225) | Test: [15][80/198] Time 0.735 Data 0.004 top1 25.781 ( 31.387) top5 7.812 ( 10.195) | Test: [15][81/198] Time 0.733 Data 0.001 top1 36.719 ( 31.453) top5 9.375 ( 10.185) | Test: [15][82/198] Time 0.723 Data 0.001 top1 27.344 ( 31.402) top5 7.812 ( 10.156) | Test: [15][83/198] Time 0.726 Data 0.001 top1 31.250 ( 31.401) top5 7.812 ( 10.128) | Test: [15][84/198] Time 0.733 Data 0.004 top1 32.812 ( 31.417) top5 10.156 ( 10.128) | Test: [15][85/198] Time 0.733 Data 0.001 top1 33.594 ( 31.443) top5 12.500 ( 10.156) | Test: [15][86/198] Time 0.727 Data 0.001 top1 33.594 ( 31.468) top5 9.375 ( 10.147) | Test: [15][87/198] Time 0.729 Data 0.001 top1 39.062 ( 31.555) top5 10.156 ( 10.147) | Test: [15][88/198] Time 0.733 Data 0.001 top1 35.938 ( 31.605) top5 12.500 ( 10.174) | Test: [15][89/198] Time 0.725 Data 0.001 top1 30.469 ( 31.592) top5 10.156 ( 10.174) | Test: [15][90/198] Time 0.730 Data 0.001 top1 32.031 ( 31.597) top5 7.031 ( 10.139) | Test: [15][91/198] Time 0.721 Data 0.001 top1 33.594 ( 31.619) top5 7.812 ( 10.113) | Test: [15][92/198] Time 0.724 Data 0.001 top1 33.594 ( 31.641) top5 8.594 ( 10.097) | Test: [15][93/198] Time 0.719 Data 0.001 top1 28.125 ( 31.603) top5 10.156 ( 10.097) | Test: [15][94/198] Time 0.713 Data 0.001 top1 30.469 ( 31.591) top5 10.156 ( 10.098) | Test: [15][95/198] Time 0.721 Data 0.001 top1 32.812 ( 31.604) top5 10.938 ( 10.107) | Test: [15][96/198] Time 0.720 Data 0.001 top1 33.594 ( 31.624) top5 10.938 ( 10.116) | Test: [15][97/198] Time 0.721 Data 0.001 top1 34.375 ( 31.653) top5 10.938 ( 10.124) | Test: [15][98/198] Time 0.732 Data 0.001 top1 23.438 ( 31.569) top5 12.500 ( 10.148) | Test: [15][99/198] Time 0.727 Data 0.000 top1 30.469 ( 31.558) top5 9.375 ( 10.140) | Test: [15][100/198] Time 0.725 Data 0.001 top1 32.812 ( 31.570) top5 8.594 ( 10.125) | Test: [15][101/198] Time 0.718 Data 0.000 top1 32.031 ( 31.575) top5 11.719 ( 10.141) | Test: [15][102/198] Time 0.740 Data 0.001 top1 33.594 ( 31.595) top5 8.594 ( 10.126) | Test: [15][103/198] Time 0.719 Data 0.001 top1 28.906 ( 31.569) top5 10.156 ( 10.126) | Test: [15][104/198] Time 0.732 Data 0.000 top1 32.812 ( 31.581) top5 8.594 ( 10.111) | Test: [15][105/198] Time 0.722 Data 0.004 top1 35.156 ( 31.615) top5 12.500 ( 10.134) | Test: [15][106/198] Time 0.725 Data 0.001 top1 35.938 ( 31.655) top5 8.594 ( 10.119) | Test: [15][107/198] Time 0.730 Data 0.001 top1 33.594 ( 31.673) top5 8.594 ( 10.105) | Test: [15][108/198] Time 0.735 Data 0.004 top1 34.375 ( 31.698) top5 8.594 ( 10.091) | Test: [15][109/198] Time 0.741 Data 0.001 top1 34.375 ( 31.723) top5 13.281 ( 10.120) | Test: [15][110/198] Time 0.731 Data 0.004 top1 28.906 ( 31.697) top5 7.812 ( 10.099) | Test: [15][111/198] Time 0.740 Data 0.001 top1 38.281 ( 31.757) top5 12.500 ( 10.121) | Test: [15][112/198] Time 0.731 Data 0.005 top1 28.906 ( 31.731) top5 8.594 ( 10.107) | Test: [15][113/198] Time 0.722 Data 0.001 top1 25.781 ( 31.679) top5 10.938 ( 10.115) | Test: [15][114/198] Time 0.721 Data 0.002 top1 34.375 ( 31.702) top5 15.625 ( 10.163) | Test: [15][115/198] Time 0.725 Data 0.001 top1 28.906 ( 31.678) top5 7.031 ( 10.136) | Test: [15][116/198] Time 0.751 Data 0.009 top1 32.031 ( 31.681) top5 7.812 ( 10.116) | Test: [15][117/198] Time 0.718 Data 0.001 top1 25.781 ( 31.631) top5 5.469 ( 10.076) | Test: [15][118/198] Time 0.719 Data 0.001 top1 32.812 ( 31.641) top5 11.719 ( 10.090) | Test: [15][119/198] Time 0.722 Data 0.001 top1 29.688 ( 31.624) top5 9.375 ( 10.084) | Test: [15][120/198] Time 0.719 Data 0.001 top1 32.031 ( 31.628) top5 8.594 ( 10.072) | Test: [15][121/198] Time 0.719 Data 0.001 top1 35.938 ( 31.663) top5 13.281 ( 10.098) | Test: [15][122/198] Time 0.716 Data 0.001 top1 26.562 ( 31.621) top5 8.594 ( 10.086) | Test: [15][123/198] Time 0.720 Data 0.001 top1 28.906 ( 31.599) top5 8.594 ( 10.074) | Test: [15][124/198] Time 0.718 Data 0.000 top1 29.688 ( 31.584) top5 9.375 ( 10.068) | Test: [15][125/198] Time 0.723 Data 0.001 top1 27.344 ( 31.550) top5 5.469 ( 10.031) | Test: [15][126/198] Time 0.723 Data 0.001 top1 32.031 ( 31.554) top5 8.594 ( 10.020) | Test: [15][127/198] Time 0.719 Data 0.001 top1 25.781 ( 31.508) top5 6.250 ( 9.990) | Test: [15][128/198] Time 0.722 Data 0.001 top1 28.125 ( 31.482) top5 10.938 ( 9.998) | Test: [15][129/198] Time 0.726 Data 0.001 top1 30.469 ( 31.474) top5 5.469 ( 9.962) | Test: [15][130/198] Time 0.736 Data 0.001 top1 39.062 ( 31.532) top5 10.938 ( 9.970) | Test: [15][131/198] Time 0.726 Data 0.001 top1 32.031 ( 31.536) top5 8.594 ( 9.959) | Test: [15][132/198] Time 0.738 Data 0.001 top1 30.469 ( 31.528) top5 10.938 ( 9.967) | Test: [15][133/198] Time 0.722 Data 0.001 top1 38.281 ( 31.579) top5 13.281 ( 9.992) | Test: [15][134/198] Time 0.735 Data 0.001 top1 33.594 ( 31.594) top5 14.062 ( 10.022) | Test: [15][135/198] Time 0.732 Data 0.000 top1 30.469 ( 31.586) top5 11.719 ( 10.035) | Test: [15][136/198] Time 0.731 Data 0.001 top1 31.250 ( 31.583) top5 7.812 ( 10.018) | Test: [15][137/198] Time 0.719 Data 0.001 top1 28.125 ( 31.558) top5 9.375 ( 10.014) | Test: [15][138/198] Time 0.718 Data 0.001 top1 29.688 ( 31.544) top5 12.500 ( 10.032) | Test: [15][139/198] Time 0.738 Data 0.001 top1 26.562 ( 31.509) top5 8.594 ( 10.021) | Test: [15][140/198] Time 0.738 Data 0.001 top1 26.562 ( 31.473) top5 9.375 ( 10.017) | Test: [15][141/198] Time 0.729 Data 0.001 top1 26.562 ( 31.438) top5 10.156 ( 10.018) | Test: [15][142/198] Time 0.729 Data 0.001 top1 28.125 ( 31.415) top5 12.500 ( 10.035) | Test: [15][143/198] Time 0.725 Data 0.001 top1 35.938 ( 31.447) top5 14.062 ( 10.063) | Test: [15][144/198] Time 0.733 Data 0.001 top1 32.031 ( 31.451) top5 8.594 ( 10.053) | Test: [15][145/198] Time 0.727 Data 0.001 top1 28.125 ( 31.428) top5 14.062 ( 10.081) | Test: [15][146/198] Time 0.737 Data 0.001 top1 28.906 ( 31.411) top5 10.156 ( 10.081) | Test: [15][147/198] Time 0.722 Data 0.001 top1 31.250 ( 31.409) top5 8.594 ( 10.071) | Test: [15][148/198] Time 0.723 Data 0.001 top1 29.688 ( 31.398) top5 8.594 ( 10.061) | Test: [15][149/198] Time 0.715 Data 0.001 top1 28.125 ( 31.376) top5 7.812 ( 10.046) | Test: [15][150/198] Time 0.712 Data 0.001 top1 27.344 ( 31.349) top5 7.812 ( 10.031) | Test: [15][151/198] Time 0.725 Data 0.001 top1 30.469 ( 31.343) top5 9.375 ( 10.027) | Test: [15][152/198] Time 0.724 Data 0.001 top1 29.688 ( 31.332) top5 12.500 ( 10.043) | Test: [15][153/198] Time 0.734 Data 0.003 top1 30.469 ( 31.327) top5 6.250 ( 10.018) | Test: [15][154/198] Time 0.727 Data 0.001 top1 28.906 ( 31.311) top5 7.812 ( 10.004) | Test: [15][155/198] Time 0.733 Data 0.000 top1 39.062 ( 31.361) top5 7.812 ( 9.990) | Test: [15][156/198] Time 0.719 Data 0.001 top1 29.688 ( 31.350) top5 12.500 ( 10.006) | Test: [15][157/198] Time 0.723 Data 0.001 top1 32.812 ( 31.359) top5 10.938 ( 10.012) | Test: [15][158/198] Time 0.716 Data 0.000 top1 35.156 ( 31.384) top5 10.938 ( 10.018) | Test: [15][159/198] Time 0.715 Data 0.001 top1 21.094 ( 31.319) top5 5.469 ( 9.989) | Test: [15][160/198] Time 0.721 Data 0.001 top1 25.781 ( 31.284) top5 10.156 ( 9.990) | Test: [15][161/198] Time 0.722 Data 0.001 top1 34.375 ( 31.303) top5 10.156 ( 9.991) | Test: [15][162/198] Time 0.737 Data 0.001 top1 34.375 ( 31.322) top5 10.938 ( 9.997) | Test: [15][163/198] Time 0.735 Data 0.001 top1 31.250 ( 31.322) top5 10.156 ( 9.998) | Test: [15][164/198] Time 0.745 Data 0.000 top1 25.000 ( 31.283) top5 10.156 ( 9.999) | Test: [15][165/198] Time 0.738 Data 0.001 top1 23.438 ( 31.236) top5 9.375 ( 9.995) | Test: [15][166/198] Time 0.728 Data 0.001 top1 34.375 ( 31.255) top5 10.938 ( 10.001) | Test: [15][167/198] Time 0.740 Data 0.001 top1 27.344 ( 31.231) top5 5.469 ( 9.974) | Test: [15][168/198] Time 0.728 Data 0.001 top1 23.438 ( 31.185) top5 8.594 ( 9.966) | Test: [15][169/198] Time 0.729 Data 0.001 top1 32.812 ( 31.195) top5 9.375 ( 9.962) | Test: [15][170/198] Time 0.723 Data 0.001 top1 29.688 ( 31.186) top5 9.375 ( 9.959) | Test: [15][171/198] Time 0.770 Data 0.001 top1 32.031 ( 31.191) top5 7.031 ( 9.942) | Test: [15][172/198] Time 0.722 Data 0.001 top1 29.688 ( 31.182) top5 7.812 ( 9.929) | Test: [15][173/198] Time 0.725 Data 0.001 top1 27.344 ( 31.160) top5 8.594 ( 9.921) | Test: [15][174/198] Time 0.719 Data 0.001 top1 21.875 ( 31.106) top5 9.375 ( 9.918) | Test: [15][175/198] Time 0.720 Data 0.001 top1 28.906 ( 31.094) top5 10.156 ( 9.920) | Test: [15][176/198] Time 0.720 Data 0.001 top1 23.438 ( 31.050) top5 8.594 ( 9.912) | Test: [15][177/198] Time 0.713 Data 0.001 top1 31.250 ( 31.051) top5 9.375 ( 9.909) | Test: [15][178/198] Time 0.724 Data 0.001 top1 35.156 ( 31.074) top5 10.938 ( 9.915) | Test: [15][179/198] Time 0.720 Data 0.001 top1 32.812 ( 31.084) top5 9.375 ( 9.912) | Test: [15][180/198] Time 0.719 Data 0.001 top1 30.469 ( 31.081) top5 6.250 ( 9.891) | Test: [15][181/198] Time 0.719 Data 0.001 top1 31.250 ( 31.082) top5 9.375 ( 9.889) | Test: [15][182/198] Time 0.724 Data 0.001 top1 35.156 ( 31.104) top5 10.156 ( 9.890) | Test: [15][183/198] Time 0.722 Data 0.001 top1 25.781 ( 31.075) top5 10.156 ( 9.892) | Test: [15][184/198] Time 0.725 Data 0.000 top1 34.375 ( 31.093) top5 14.844 ( 9.918) | Test: [15][185/198] Time 0.726 Data 0.001 top1 28.906 ( 31.081) top5 7.031 ( 9.903) | Test: [15][186/198] Time 0.728 Data 0.001 top1 32.031 ( 31.086) top5 11.719 ( 9.913) | Test: [15][187/198] Time 0.721 Data 0.001 top1 36.719 ( 31.116) top5 7.812 ( 9.901) | Test: [15][188/198] Time 0.734 Data 0.000 top1 32.812 ( 31.125) top5 10.938 ( 9.907) | Test: [15][189/198] Time 0.721 Data 0.000 top1 30.469 ( 31.122) top5 10.938 ( 9.912) | Test: [15][190/198] Time 0.724 Data 0.000 top1 47.656 ( 31.209) top5 17.969 ( 9.955) | Test: [15][191/198] Time 0.722 Data 0.001 top1 34.375 ( 31.225) top5 10.938 ( 9.960) | Test: [15][192/198] Time 0.726 Data 0.000 top1 28.906 ( 31.213) top5 12.500 ( 9.973) | Test: [15][193/198] Time 0.728 Data 0.000 top1 33.594 ( 31.226) top5 10.938 ( 9.978) | Test: [15][194/198] Time 0.726 Data 0.000 top1 24.219 ( 31.190) top5 6.250 ( 9.959) | Test: [15][195/198] Time 0.729 Data 0.001 top1 25.000 ( 31.158) top5 7.031 ( 9.944) | Test: [15][196/198] Time 0.728 Data 0.000 top1 30.469 ( 31.154) top5 10.156 ( 9.945) | Test: [15][197/198] Time 0.274 Data 0.000 top1 26.471 ( 31.131) top5 14.706 ( 9.969) | Test: [15][198/198] Time 0.735 Data 0.000 top1 33.594 ( 31.143) top5 12.500 ( 9.982) * Finished epoch # 15 top1: 31.143 top5: 9.982 Epoch 16 => Training epoch # 16 | Epoch: [16][1/553] Time 5.055 Data 2.571 Err 0.8816 top1 25.781 top5 7.031 | Epoch: [16][2/553] Time 2.433 Data 0.001 Err 0.8759 top1 23.438 top5 8.594 | Epoch: [16][3/553] Time 2.438 Data 0.001 Err 0.9350 top1 23.438 top5 8.594 | Epoch: [16][4/553] Time 2.443 Data 0.001 Err 0.8237 top1 21.094 top5 7.812 | Epoch: [16][5/553] Time 2.436 Data 0.001 Err 0.9289 top1 22.656 top5 7.031 | Epoch: [16][6/553] Time 2.438 Data 0.001 Err 0.8187 top1 21.875 top5 5.469 | Epoch: [16][7/553] Time 2.487 Data 0.001 Err 0.7758 top1 18.750 top5 6.250 | Epoch: [16][8/553] Time 2.445 Data 0.001 Err 0.7972 top1 22.656 top5 4.688 | Epoch: [16][9/553] Time 2.448 Data 0.001 Err 0.6702 top1 21.875 top5 5.469 | Epoch: [16][10/553] Time 2.442 Data 0.001 Err 0.9922 top1 30.469 top5 8.594 | Epoch: [16][11/553] Time 2.461 Data 0.001 Err 0.7096 top1 21.094 top5 6.250 | Epoch: [16][12/553] Time 2.451 Data 0.001 Err 0.7259 top1 18.750 top5 3.906 | Epoch: [16][13/553] Time 2.443 Data 0.002 Err 0.4563 top1 14.062 top5 3.125 | Epoch: [16][14/553] Time 2.434 Data 0.001 Err 0.7288 top1 21.094 top5 4.688 | Epoch: [16][15/553] Time 2.438 Data 0.001 Err 0.7780 top1 24.219 top5 6.250 | Epoch: [16][16/553] Time 2.459 Data 0.001 Err 1.0699 top1 27.344 top5 10.938 | Epoch: [16][17/553] Time 2.472 Data 0.001 Err 1.1346 top1 25.000 top5 11.719 | Epoch: [16][18/553] Time 2.442 Data 0.001 Err 0.8695 top1 24.219 top5 7.812 | Epoch: [16][19/553] Time 2.443 Data 0.001 Err 0.8241 top1 21.094 top5 5.469 | Epoch: [16][20/553] Time 2.455 Data 0.001 Err 0.8150 top1 16.406 top5 7.031 | Epoch: [16][21/553] Time 2.434 Data 0.001 Err 0.7431 top1 20.312 top5 7.812 | Epoch: [16][22/553] Time 2.507 Data 0.001 Err 0.8805 top1 24.219 top5 7.031 | Epoch: [16][23/553] Time 2.465 Data 0.001 Err 0.8832 top1 21.875 top5 7.812 | Epoch: [16][24/553] Time 2.434 Data 0.001 Err 0.8863 top1 25.000 top5 8.594 | Epoch: [16][25/553] Time 2.450 Data 0.001 Err 0.8044 top1 19.531 top5 8.594 | Epoch: [16][26/553] Time 2.444 Data 0.001 Err 1.0787 top1 28.125 top5 7.812 | Epoch: [16][27/553] Time 2.465 Data 0.001 Err 0.8593 top1 21.875 top5 7.031 | Epoch: [16][28/553] Time 2.475 Data 0.001 Err 1.0376 top1 26.562 top5 12.500 | Epoch: [16][29/553] Time 2.441 Data 0.001 Err 0.8216 top1 21.094 top5 7.812 | Epoch: [16][30/553] Time 2.446 Data 0.001 Err 0.8934 top1 22.656 top5 9.375 | Epoch: [16][31/553] Time 2.461 Data 0.001 Err 0.7228 top1 21.875 top5 3.906 | Epoch: [16][32/553] Time 2.464 Data 0.001 Err 0.7800 top1 21.875 top5 3.125 | Epoch: [16][33/553] Time 2.506 Data 0.001 Err 0.7779 top1 21.094 top5 7.812 | Epoch: [16][34/553] Time 2.467 Data 0.001 Err 0.8389 top1 22.656 top5 7.812 | Epoch: [16][35/553] Time 2.441 Data 0.001 Err 0.8447 top1 25.781 top5 9.375 | Epoch: [16][36/553] Time 2.463 Data 0.001 Err 0.8340 top1 23.438 top5 7.812 | Epoch: [16][37/553] Time 2.481 Data 0.001 Err 0.8317 top1 26.562 top5 7.031 | Epoch: [16][38/553] Time 2.434 Data 0.001 Err 0.6859 top1 17.969 top5 6.250 | Epoch: [16][39/553] Time 2.460 Data 0.001 Err 0.9600 top1 23.438 top5 9.375 | Epoch: [16][40/553] Time 2.494 Data 0.001 Err 0.9702 top1 25.781 top5 10.938 | Epoch: [16][41/553] Time 2.446 Data 0.001 Err 0.7215 top1 21.875 top5 3.906 | Epoch: [16][42/553] Time 2.447 Data 0.001 Err 0.8315 top1 19.531 top5 7.031 | Epoch: [16][43/553] Time 2.469 Data 0.001 Err 0.8349 top1 25.000 top5 7.812 | Epoch: [16][44/553] Time 2.447 Data 0.001 Err 0.7022 top1 21.875 top5 5.469 | Epoch: [16][45/553] Time 2.454 Data 0.001 Err 0.8634 top1 20.312 top5 8.594 | Epoch: [16][46/553] Time 2.453 Data 0.000 Err 0.8514 top1 23.438 top5 5.469 | Epoch: [16][47/553] Time 2.473 Data 0.001 Err 0.8884 top1 25.000 top5 5.469 | Epoch: [16][48/553] Time 2.496 Data 0.001 Err 0.8429 top1 21.094 top5 7.812 | Epoch: [16][49/553] Time 2.446 Data 0.001 Err 0.8711 top1 24.219 top5 7.031 | Epoch: [16][50/553] Time 2.438 Data 0.001 Err 1.2003 top1 28.125 top5 12.500 | Epoch: [16][51/553] Time 2.436 Data 0.001 Err 0.8897 top1 24.219 top5 9.375 | Epoch: [16][52/553] Time 2.456 Data 0.001 Err 1.0783 top1 32.812 top5 9.375 | Epoch: [16][53/553] Time 2.456 Data 0.001 Err 0.8604 top1 24.219 top5 6.250 | Epoch: [16][54/553] Time 2.476 Data 0.001 Err 0.8762 top1 21.875 top5 8.594 | Epoch: [16][55/553] Time 2.489 Data 0.001 Err 1.0233 top1 29.688 top5 9.375 | Epoch: [16][56/553] Time 2.437 Data 0.001 Err 1.1233 top1 32.812 top5 11.719 | Epoch: [16][57/553] Time 2.452 Data 0.001 Err 1.0576 top1 28.125 top5 9.375 | Epoch: [16][58/553] Time 2.439 Data 0.001 Err 0.8262 top1 22.656 top5 8.594 | Epoch: [16][59/553] Time 2.475 Data 0.001 Err 0.9640 top1 28.125 top5 8.594 | Epoch: [16][60/553] Time 2.457 Data 0.001 Err 0.9770 top1 29.688 top5 11.719 | Epoch: [16][61/553] Time 2.486 Data 0.001 Err 0.9754 top1 22.656 top5 9.375 | Epoch: [16][62/553] Time 2.445 Data 0.001 Err 0.8197 top1 23.438 top5 3.906 | Epoch: [16][63/553] Time 2.524 Data 0.001 Err 0.9120 top1 22.656 top5 8.594 | Epoch: [16][64/553] Time 2.531 Data 0.001 Err 0.8362 top1 22.656 top5 7.031 | Epoch: [16][65/553] Time 2.450 Data 0.001 Err 1.0313 top1 28.125 top5 7.812 | Epoch: [16][66/553] Time 2.510 Data 0.001 Err 1.0556 top1 28.906 top5 9.375 | Epoch: [16][67/553] Time 2.472 Data 0.001 Err 1.0319 top1 25.781 top5 10.156 | Epoch: [16][68/553] Time 2.511 Data 0.001 Err 0.7519 top1 21.094 top5 4.688 | Epoch: [16][69/553] Time 2.436 Data 0.001 Err 0.6881 top1 19.531 top5 3.125 | Epoch: [16][70/553] Time 2.443 Data 0.001 Err 1.0142 top1 29.688 top5 9.375 | Epoch: [16][71/553] Time 2.509 Data 0.001 Err 1.0037 top1 25.781 top5 8.594 | Epoch: [16][72/553] Time 2.456 Data 0.001 Err 0.7646 top1 17.969 top5 5.469 | Epoch: [16][73/553] Time 2.465 Data 0.001 Err 0.8267 top1 21.875 top5 6.250 | Epoch: [16][74/553] Time 2.440 Data 0.001 Err 0.8168 top1 20.312 top5 7.031 | Epoch: [16][75/553] Time 2.472 Data 0.001 Err 1.0448 top1 25.781 top5 14.062 | Epoch: [16][76/553] Time 2.452 Data 0.001 Err 0.9239 top1 25.781 top5 7.812 | Epoch: [16][77/553] Time 2.443 Data 0.001 Err 0.8552 top1 24.219 top5 7.031 | Epoch: [16][78/553] Time 2.443 Data 0.001 Err 1.1266 top1 28.125 top5 10.938 | Epoch: [16][79/553] Time 2.479 Data 0.001 Err 0.7856 top1 19.531 top5 7.031 | Epoch: [16][80/553] Time 2.444 Data 0.001 Err 0.8175 top1 25.781 top5 3.906 | Epoch: [16][81/553] Time 2.448 Data 0.001 Err 0.8235 top1 21.875 top5 4.688 | Epoch: [16][82/553] Time 2.487 Data 0.001 Err 0.8790 top1 25.000 top5 10.156 | Epoch: [16][83/553] Time 2.448 Data 0.001 Err 0.8843 top1 25.000 top5 8.594 | Epoch: [16][84/553] Time 2.468 Data 0.001 Err 0.7183 top1 19.531 top5 6.250 | Epoch: [16][85/553] Time 2.450 Data 0.001 Err 0.8314 top1 23.438 top5 6.250 | Epoch: [16][86/553] Time 2.473 Data 0.001 Err 0.9251 top1 24.219 top5 9.375 | Epoch: [16][87/553] Time 2.464 Data 0.001 Err 0.8457 top1 23.438 top5 10.156 | Epoch: [16][88/553] Time 2.432 Data 0.001 Err 0.9639 top1 27.344 top5 8.594 | Epoch: [16][89/553] Time 2.460 Data 0.002 Err 0.8819 top1 21.094 top5 7.812 | Epoch: [16][90/553] Time 2.488 Data 0.001 Err 0.7442 top1 20.312 top5 5.469 | Epoch: [16][91/553] Time 2.517 Data 0.001 Err 1.0269 top1 28.125 top5 8.594 | Epoch: [16][92/553] Time 2.506 Data 0.001 Err 0.8515 top1 21.875 top5 3.906 | Epoch: [16][93/553] Time 2.451 Data 0.001 Err 0.8361 top1 24.219 top5 7.031 | Epoch: [16][94/553] Time 2.480 Data 0.001 Err 1.1153 top1 29.688 top5 8.594 | Epoch: [16][95/553] Time 2.464 Data 0.001 Err 0.8549 top1 21.875 top5 6.250 | Epoch: [16][96/553] Time 2.455 Data 0.001 Err 0.7638 top1 21.094 top5 5.469 | Epoch: [16][97/553] Time 2.447 Data 0.001 Err 0.9185 top1 20.312 top5 4.688 | Epoch: [16][98/553] Time 2.462 Data 0.001 Err 0.6437 top1 20.312 top5 1.562 | Epoch: [16][99/553] Time 2.476 Data 0.001 Err 0.5883 top1 14.062 top5 3.906 | Epoch: [16][100/553] Time 2.447 Data 0.001 Err 0.8603 top1 21.875 top5 6.250 | Epoch: [16][101/553] Time 2.479 Data 0.001 Err 0.8314 top1 23.438 top5 4.688 | Epoch: [16][102/553] Time 2.480 Data 0.001 Err 0.8603 top1 21.094 top5 8.594 | Epoch: [16][103/553] Time 2.435 Data 0.001 Err 0.8581 top1 23.438 top5 11.719 | Epoch: [16][104/553] Time 2.440 Data 0.001 Err 0.6706 top1 18.750 top5 6.250 | Epoch: [16][105/553] Time 2.444 Data 0.001 Err 0.9833 top1 26.562 top5 7.812 | Epoch: [16][106/553] Time 2.441 Data 0.001 Err 0.7706 top1 23.438 top5 5.469 | Epoch: [16][107/553] Time 2.435 Data 0.001 Err 0.7443 top1 20.312 top5 4.688 | Epoch: [16][108/553] Time 2.441 Data 0.001 Err 1.0105 top1 24.219 top5 10.156 | Epoch: [16][109/553] Time 2.439 Data 0.001 Err 0.9054 top1 24.219 top5 9.375 | Epoch: [16][110/553] Time 2.470 Data 0.001 Err 0.8908 top1 23.438 top5 9.375 | Epoch: [16][111/553] Time 2.441 Data 0.001 Err 0.7870 top1 20.312 top5 7.031 | Epoch: [16][112/553] Time 2.479 Data 0.001 Err 0.9236 top1 24.219 top5 8.594 | Epoch: [16][113/553] Time 2.444 Data 0.000 Err 1.1374 top1 32.031 top5 9.375 | Epoch: [16][114/553] Time 2.515 Data 0.001 Err 0.9249 top1 22.656 top5 10.938 | Epoch: [16][115/553] Time 2.437 Data 0.001 Err 0.8522 top1 28.125 top5 6.250 | Epoch: [16][116/553] Time 2.439 Data 0.001 Err 0.6511 top1 16.406 top5 4.688 | Epoch: [16][117/553] Time 2.442 Data 0.001 Err 0.6715 top1 16.406 top5 3.906 | Epoch: [16][118/553] Time 2.504 Data 0.001 Err 0.8327 top1 25.000 top5 7.812 | Epoch: [16][119/553] Time 2.503 Data 0.001 Err 0.8606 top1 21.875 top5 4.688 | Epoch: [16][120/553] Time 2.459 Data 0.001 Err 1.1954 top1 32.812 top5 10.156 | Epoch: [16][121/553] Time 2.491 Data 0.001 Err 0.5102 top1 14.844 top5 3.125 | Epoch: [16][122/553] Time 2.434 Data 0.001 Err 0.7553 top1 20.312 top5 6.250 | Epoch: [16][123/553] Time 2.449 Data 0.001 Err 0.7885 top1 21.094 top5 7.812 | Epoch: [16][124/553] Time 2.443 Data 0.001 Err 0.5434 top1 14.844 top5 5.469 | Epoch: [16][125/553] Time 2.461 Data 0.001 Err 0.8772 top1 25.000 top5 7.031 | Epoch: [16][126/553] Time 2.456 Data 0.001 Err 1.2477 top1 32.031 top5 11.719 | Epoch: [16][127/553] Time 2.491 Data 0.002 Err 0.7248 top1 17.969 top5 3.125 | Epoch: [16][128/553] Time 2.491 Data 0.000 Err 1.1968 top1 27.344 top5 10.156 | Epoch: [16][129/553] Time 2.464 Data 0.001 Err 1.0717 top1 24.219 top5 10.938 | Epoch: [16][130/553] Time 2.438 Data 0.001 Err 0.8273 top1 21.094 top5 7.812 | Epoch: [16][131/553] Time 2.442 Data 0.001 Err 0.9359 top1 25.000 top5 7.031 | Epoch: [16][132/553] Time 2.462 Data 0.001 Err 0.8760 top1 22.656 top5 9.375 | Epoch: [16][133/553] Time 2.443 Data 0.001 Err 0.7451 top1 20.312 top5 3.906 | Epoch: [16][134/553] Time 2.455 Data 0.001 Err 0.6978 top1 19.531 top5 3.906 | Epoch: [16][135/553] Time 2.455 Data 0.001 Err 1.0743 top1 25.781 top5 11.719 | Epoch: [16][136/553] Time 2.448 Data 0.001 Err 0.9188 top1 25.000 top5 9.375 | Epoch: [16][137/553] Time 2.444 Data 0.001 Err 0.7090 top1 17.969 top5 7.031 | Epoch: [16][138/553] Time 2.449 Data 0.001 Err 0.6801 top1 17.188 top5 3.906 | Epoch: [16][139/553] Time 2.453 Data 0.001 Err 0.7669 top1 21.094 top5 6.250 | Epoch: [16][140/553] Time 2.514 Data 0.001 Err 0.7707 top1 18.750 top5 4.688 | Epoch: [16][141/553] Time 2.500 Data 0.001 Err 0.8811 top1 25.781 top5 7.031 | Epoch: [16][142/553] Time 2.449 Data 0.001 Err 0.8395 top1 24.219 top5 10.156 | Epoch: [16][143/553] Time 2.435 Data 0.001 Err 0.8615 top1 24.219 top5 6.250 | Epoch: [16][144/553] Time 2.470 Data 0.001 Err 0.8963 top1 25.781 top5 6.250 | Epoch: [16][145/553] Time 2.466 Data 0.001 Err 0.7941 top1 22.656 top5 7.812 | Epoch: [16][146/553] Time 2.437 Data 0.001 Err 0.7193 top1 19.531 top5 4.688 | Epoch: [16][147/553] Time 2.487 Data 0.001 Err 0.6600 top1 18.750 top5 3.906 | Epoch: [16][148/553] Time 2.470 Data 0.001 Err 0.7640 top1 20.312 top5 6.250 | Epoch: [16][149/553] Time 2.449 Data 0.001 Err 0.8797 top1 24.219 top5 7.812 | Epoch: [16][150/553] Time 2.470 Data 0.001 Err 0.7391 top1 23.438 top5 5.469 | Epoch: [16][151/553] Time 2.455 Data 0.001 Err 0.8805 top1 22.656 top5 5.469 | Epoch: [16][152/553] Time 2.517 Data 0.001 Err 0.9494 top1 22.656 top5 9.375 | Epoch: [16][153/553] Time 2.443 Data 0.001 Err 0.8670 top1 25.781 top5 7.031 | Epoch: [16][154/553] Time 2.449 Data 0.001 Err 0.7870 top1 19.531 top5 5.469 | Epoch: [16][155/553] Time 2.505 Data 0.001 Err 0.7701 top1 23.438 top5 4.688 | Epoch: [16][156/553] Time 2.514 Data 0.001 Err 1.0635 top1 24.219 top5 13.281 | Epoch: [16][157/553] Time 2.446 Data 0.001 Err 0.8307 top1 21.094 top5 7.031 | Epoch: [16][158/553] Time 2.436 Data 0.000 Err 0.7768 top1 19.531 top5 9.375 | Epoch: [16][159/553] Time 2.463 Data 0.001 Err 0.9610 top1 22.656 top5 7.031 | Epoch: [16][160/553] Time 2.487 Data 0.000 Err 0.9280 top1 24.219 top5 8.594 | Epoch: [16][161/553] Time 2.473 Data 0.001 Err 0.9042 top1 24.219 top5 10.156 | Epoch: [16][162/553] Time 2.438 Data 0.000 Err 1.1030 top1 25.781 top5 10.938 | Epoch: [16][163/553] Time 2.474 Data 0.001 Err 1.1526 top1 29.688 top5 13.281 | Epoch: [16][164/553] Time 2.466 Data 0.001 Err 0.9895 top1 25.000 top5 8.594 | Epoch: [16][165/553] Time 2.437 Data 0.001 Err 0.7711 top1 21.875 top5 3.906 | Epoch: [16][166/553] Time 2.441 Data 0.001 Err 0.8876 top1 20.312 top5 6.250 | Epoch: [16][167/553] Time 2.445 Data 0.001 Err 0.8950 top1 22.656 top5 6.250 | Epoch: [16][168/553] Time 2.473 Data 0.000 Err 1.0366 top1 27.344 top5 10.156 | Epoch: [16][169/553] Time 2.464 Data 0.001 Err 0.8688 top1 23.438 top5 10.156 | Epoch: [16][170/553] Time 2.448 Data 0.001 Err 0.9308 top1 26.562 top5 10.156 | Epoch: [16][171/553] Time 2.462 Data 0.001 Err 0.8439 top1 20.312 top5 7.812 | Epoch: [16][172/553] Time 2.465 Data 0.001 Err 0.8949 top1 23.438 top5 8.594 | Epoch: [16][173/553] Time 2.448 Data 0.001 Err 0.8906 top1 24.219 top5 6.250 | Epoch: [16][174/553] Time 2.494 Data 0.001 Err 0.6456 top1 18.750 top5 5.469 | Epoch: [16][175/553] Time 2.483 Data 0.001 Err 0.8798 top1 20.312 top5 9.375 | Epoch: [16][176/553] Time 2.442 Data 0.001 Err 1.0446 top1 27.344 top5 10.156 | Epoch: [16][177/553] Time 2.455 Data 0.001 Err 0.8164 top1 20.312 top5 3.906 | Epoch: [16][178/553] Time 2.459 Data 0.001 Err 1.0453 top1 28.125 top5 10.938 | Epoch: [16][179/553] Time 2.451 Data 0.000 Err 1.0191 top1 24.219 top5 11.719 | Epoch: [16][180/553] Time 2.476 Data 0.001 Err 1.0825 top1 30.469 top5 7.812 | Epoch: [16][181/553] Time 2.470 Data 0.001 Err 1.1737 top1 27.344 top5 12.500 | Epoch: [16][182/553] Time 2.452 Data 0.001 Err 0.9921 top1 26.562 top5 10.938 | Epoch: [16][183/553] Time 2.492 Data 0.001 Err 0.7794 top1 20.312 top5 7.031 | Epoch: [16][184/553] Time 2.497 Data 0.001 Err 0.6852 top1 19.531 top5 5.469 | Epoch: [16][185/553] Time 2.517 Data 0.001 Err 0.8219 top1 23.438 top5 7.031 | Epoch: [16][186/553] Time 2.494 Data 0.001 Err 0.6874 top1 18.750 top5 5.469 | Epoch: [16][187/553] Time 2.444 Data 0.001 Err 0.9426 top1 27.344 top5 7.031 | Epoch: [16][188/553] Time 2.443 Data 0.001 Err 0.6807 top1 17.188 top5 4.688 | Epoch: [16][189/553] Time 2.523 Data 0.001 Err 0.8192 top1 18.750 top5 6.250 | Epoch: [16][190/553] Time 2.460 Data 0.001 Err 0.7731 top1 21.094 top5 6.250 | Epoch: [16][191/553] Time 2.472 Data 0.001 Err 0.7865 top1 24.219 top5 4.688 | Epoch: [16][192/553] Time 2.450 Data 0.001 Err 0.8762 top1 21.875 top5 6.250 | Epoch: [16][193/553] Time 2.441 Data 0.001 Err 0.6547 top1 17.969 top5 6.250 | Epoch: [16][194/553] Time 2.439 Data 0.001 Err 0.7447 top1 20.312 top5 7.031 | Epoch: [16][195/553] Time 2.464 Data 0.001 Err 0.7844 top1 19.531 top5 4.688 | Epoch: [16][196/553] Time 2.503 Data 0.001 Err 0.7110 top1 19.531 top5 5.469 | Epoch: [16][197/553] Time 2.474 Data 0.001 Err 0.9772 top1 30.469 top5 7.812 | Epoch: [16][198/553] Time 2.466 Data 0.000 Err 0.7638 top1 21.094 top5 7.812 | Epoch: [16][199/553] Time 2.470 Data 0.001 Err 0.8862 top1 22.656 top5 8.594 | Epoch: [16][200/553] Time 2.448 Data 0.001 Err 0.7991 top1 24.219 top5 4.688 | Epoch: [16][201/553] Time 2.447 Data 0.000 Err 0.8724 top1 22.656 top5 7.031 | Epoch: [16][202/553] Time 2.442 Data 0.001 Err 0.6992 top1 17.188 top5 4.688 | Epoch: [16][203/553] Time 2.501 Data 0.001 Err 1.0319 top1 31.250 top5 12.500 | Epoch: [16][204/553] Time 2.451 Data 0.001 Err 1.0195 top1 25.000 top5 9.375 | Epoch: [16][205/553] Time 2.447 Data 0.000 Err 0.8443 top1 25.781 top5 4.688 | Epoch: [16][206/553] Time 2.465 Data 0.001 Err 0.7816 top1 21.094 top5 8.594 | Epoch: [16][207/553] Time 2.455 Data 0.001 Err 0.6895 top1 17.188 top5 6.250 | Epoch: [16][208/553] Time 2.443 Data 0.001 Err 1.1485 top1 27.344 top5 7.031 | Epoch: [16][209/553] Time 2.478 Data 0.001 Err 0.8168 top1 25.000 top5 4.688 | Epoch: [16][210/553] Time 2.439 Data 0.001 Err 0.8901 top1 22.656 top5 7.812 | Epoch: [16][211/553] Time 2.522 Data 0.001 Err 0.7940 top1 21.094 top5 6.250 | Epoch: [16][212/553] Time 2.451 Data 0.001 Err 0.9903 top1 25.781 top5 5.469 | Epoch: [16][213/553] Time 2.450 Data 0.001 Err 0.8159 top1 23.438 top5 7.812 | Epoch: [16][214/553] Time 2.476 Data 0.001 Err 0.9010 top1 25.000 top5 10.938 | Epoch: [16][215/553] Time 2.473 Data 0.001 Err 1.0478 top1 28.125 top5 13.281 | Epoch: [16][216/553] Time 2.445 Data 0.001 Err 1.1695 top1 30.469 top5 10.938 | Epoch: [16][217/553] Time 2.476 Data 0.000 Err 1.0599 top1 29.688 top5 8.594 | Epoch: [16][218/553] Time 2.440 Data 0.001 Err 0.8556 top1 21.094 top5 9.375 | Epoch: [16][219/553] Time 2.470 Data 0.001 Err 0.9001 top1 21.094 top5 9.375 | Epoch: [16][220/553] Time 2.446 Data 0.001 Err 0.9299 top1 27.344 top5 7.031 | Epoch: [16][221/553] Time 2.503 Data 0.001 Err 0.9765 top1 24.219 top5 8.594 | Epoch: [16][222/553] Time 2.486 Data 0.001 Err 0.8855 top1 23.438 top5 8.594 | Epoch: [16][223/553] Time 2.444 Data 0.001 Err 0.7755 top1 21.094 top5 7.031 | Epoch: [16][224/553] Time 2.490 Data 0.001 Err 1.0475 top1 28.906 top5 8.594 | Epoch: [16][225/553] Time 2.482 Data 0.001 Err 0.8807 top1 21.094 top5 7.812 | Epoch: [16][226/553] Time 2.446 Data 0.001 Err 1.0166 top1 28.125 top5 10.938 | Epoch: [16][227/553] Time 2.451 Data 0.001 Err 0.7661 top1 21.875 top5 6.250 | Epoch: [16][228/553] Time 2.445 Data 0.001 Err 0.7538 top1 21.094 top5 5.469 | Epoch: [16][229/553] Time 2.493 Data 0.001 Err 0.9072 top1 25.781 top5 5.469 | Epoch: [16][230/553] Time 2.468 Data 0.001 Err 0.9255 top1 23.438 top5 8.594 | Epoch: [16][231/553] Time 2.469 Data 0.001 Err 0.9583 top1 25.000 top5 9.375 | Epoch: [16][232/553] Time 2.443 Data 0.001 Err 0.7318 top1 20.312 top5 4.688 | Epoch: [16][233/553] Time 2.524 Data 0.000 Err 0.8651 top1 24.219 top5 6.250 | Epoch: [16][234/553] Time 2.509 Data 0.001 Err 1.0238 top1 27.344 top5 13.281 | Epoch: [16][235/553] Time 2.439 Data 0.001 Err 0.9845 top1 24.219 top5 9.375 | Epoch: [16][236/553] Time 2.450 Data 0.000 Err 0.9828 top1 28.125 top5 5.469 | Epoch: [16][237/553] Time 2.456 Data 0.001 Err 0.9975 top1 27.344 top5 7.812 | Epoch: [16][238/553] Time 2.438 Data 0.001 Err 0.9500 top1 24.219 top5 10.938 | Epoch: [16][239/553] Time 2.441 Data 0.001 Err 1.1705 top1 27.344 top5 10.156 | Epoch: [16][240/553] Time 2.439 Data 0.001 Err 0.7488 top1 19.531 top5 6.250 | Epoch: [16][241/553] Time 2.477 Data 0.001 Err 0.9397 top1 25.000 top5 8.594 | Epoch: [16][242/553] Time 2.462 Data 0.001 Err 1.0165 top1 26.562 top5 9.375 | Epoch: [16][243/553] Time 2.481 Data 0.001 Err 0.6536 top1 21.094 top5 3.906 | Epoch: [16][244/553] Time 2.456 Data 0.001 Err 0.8742 top1 28.125 top5 7.031 | Epoch: [16][245/553] Time 2.447 Data 0.001 Err 0.7087 top1 17.188 top5 3.906 | Epoch: [16][246/553] Time 2.450 Data 0.001 Err 0.8323 top1 21.094 top5 7.031 | Epoch: [16][247/553] Time 2.435 Data 0.001 Err 0.9775 top1 28.125 top5 4.688 | Epoch: [16][248/553] Time 2.436 Data 0.001 Err 0.7863 top1 17.188 top5 7.812 | Epoch: [16][249/553] Time 2.444 Data 0.001 Err 0.8620 top1 24.219 top5 6.250 | Epoch: [16][250/553] Time 2.470 Data 0.001 Err 0.7600 top1 19.531 top5 6.250 | Epoch: [16][251/553] Time 2.463 Data 0.001 Err 0.7339 top1 22.656 top5 3.906 | Epoch: [16][252/553] Time 2.447 Data 0.001 Err 1.0469 top1 25.781 top5 7.812 | Epoch: [16][253/553] Time 2.452 Data 0.001 Err 0.8655 top1 25.000 top5 5.469 | Epoch: [16][254/553] Time 2.439 Data 0.001 Err 0.8777 top1 25.781 top5 6.250 | Epoch: [16][255/553] Time 2.476 Data 0.001 Err 0.7371 top1 18.750 top5 6.250 | Epoch: [16][256/553] Time 2.453 Data 0.001 Err 0.8507 top1 20.312 top5 9.375 | Epoch: [16][257/553] Time 2.459 Data 0.001 Err 0.7912 top1 22.656 top5 4.688 | Epoch: [16][258/553] Time 2.462 Data 0.001 Err 1.0182 top1 26.562 top5 7.031 | Epoch: [16][259/553] Time 2.460 Data 0.001 Err 0.8812 top1 25.781 top5 5.469 | Epoch: [16][260/553] Time 2.439 Data 0.001 Err 0.9369 top1 22.656 top5 10.156 | Epoch: [16][261/553] Time 2.509 Data 0.001 Err 1.0612 top1 25.781 top5 11.719 | Epoch: [16][262/553] Time 2.439 Data 0.001 Err 1.0222 top1 25.000 top5 10.156 | Epoch: [16][263/553] Time 2.451 Data 0.001 Err 0.9269 top1 28.125 top5 6.250 | Epoch: [16][264/553] Time 2.487 Data 0.001 Err 0.7315 top1 20.312 top5 6.250 | Epoch: [16][265/553] Time 2.520 Data 0.001 Err 0.7734 top1 21.094 top5 5.469 | Epoch: [16][266/553] Time 2.488 Data 0.001 Err 0.8198 top1 22.656 top5 7.031 | Epoch: [16][267/553] Time 2.469 Data 0.001 Err 0.7766 top1 21.875 top5 7.031 | Epoch: [16][268/553] Time 2.440 Data 0.001 Err 0.7431 top1 18.750 top5 8.594 | Epoch: [16][269/553] Time 2.474 Data 0.001 Err 1.0096 top1 25.000 top5 7.812 | Epoch: [16][270/553] Time 2.439 Data 0.001 Err 0.8671 top1 23.438 top5 7.031 | Epoch: [16][271/553] Time 2.437 Data 0.001 Err 1.1193 top1 28.125 top5 10.156 | Epoch: [16][272/553] Time 2.445 Data 0.001 Err 0.9209 top1 25.000 top5 10.938 | Epoch: [16][273/553] Time 2.440 Data 0.001 Err 0.8536 top1 21.094 top5 9.375 | Epoch: [16][274/553] Time 2.454 Data 0.001 Err 0.9416 top1 26.562 top5 7.812 | Epoch: [16][275/553] Time 2.443 Data 0.001 Err 0.8386 top1 25.781 top5 5.469 | Epoch: [16][276/553] Time 2.441 Data 0.001 Err 1.2354 top1 32.812 top5 10.938 | Epoch: [16][277/553] Time 2.457 Data 0.001 Err 0.7531 top1 17.188 top5 9.375 | Epoch: [16][278/553] Time 2.436 Data 0.001 Err 0.9858 top1 25.000 top5 9.375 | Epoch: [16][279/553] Time 2.466 Data 0.001 Err 0.8199 top1 22.656 top5 7.812 | Epoch: [16][280/553] Time 2.439 Data 0.001 Err 0.9269 top1 23.438 top5 10.156 | Epoch: [16][281/553] Time 2.476 Data 0.001 Err 0.8406 top1 25.000 top5 5.469 | Epoch: [16][282/553] Time 2.438 Data 0.000 Err 0.9338 top1 25.781 top5 7.812 | Epoch: [16][283/553] Time 2.461 Data 0.000 Err 1.3126 top1 32.812 top5 14.062 | Epoch: [16][284/553] Time 2.471 Data 0.001 Err 0.7514 top1 21.875 top5 5.469 | Epoch: [16][285/553] Time 2.461 Data 0.001 Err 0.6326 top1 17.188 top5 4.688 | Epoch: [16][286/553] Time 2.440 Data 0.001 Err 0.6951 top1 19.531 top5 4.688 | Epoch: [16][287/553] Time 2.455 Data 0.001 Err 0.7519 top1 25.000 top5 3.125 | Epoch: [16][288/553] Time 2.509 Data 0.001 Err 0.7516 top1 18.750 top5 6.250 | Epoch: [16][289/553] Time 2.469 Data 0.001 Err 0.8042 top1 19.531 top5 8.594 | Epoch: [16][290/553] Time 2.436 Data 0.000 Err 0.7931 top1 20.312 top5 6.250 | Epoch: [16][291/553] Time 2.452 Data 0.001 Err 0.9758 top1 26.562 top5 7.812 | Epoch: [16][292/553] Time 2.448 Data 0.000 Err 0.8616 top1 23.438 top5 4.688 | Epoch: [16][293/553] Time 2.442 Data 0.001 Err 1.0276 top1 27.344 top5 7.812 | Epoch: [16][294/553] Time 2.437 Data 0.001 Err 0.7254 top1 18.750 top5 5.469 | Epoch: [16][295/553] Time 2.455 Data 0.001 Err 0.8625 top1 23.438 top5 7.031 | Epoch: [16][296/553] Time 2.508 Data 0.001 Err 0.7673 top1 19.531 top5 5.469 | Epoch: [16][297/553] Time 2.491 Data 0.001 Err 0.7337 top1 25.781 top5 6.250 | Epoch: [16][298/553] Time 2.465 Data 0.001 Err 0.6856 top1 18.750 top5 5.469 | Epoch: [16][299/553] Time 2.446 Data 0.001 Err 0.9406 top1 24.219 top5 7.812 | Epoch: [16][300/553] Time 2.440 Data 0.001 Err 0.9928 top1 26.562 top5 7.031 | Epoch: [16][301/553] Time 2.440 Data 0.001 Err 0.7105 top1 20.312 top5 6.250 | Epoch: [16][302/553] Time 2.437 Data 0.001 Err 1.0259 top1 24.219 top5 8.594 | Epoch: [16][303/553] Time 2.495 Data 0.001 Err 0.5908 top1 14.844 top5 2.344 | Epoch: [16][304/553] Time 2.476 Data 0.001 Err 1.1556 top1 28.906 top5 13.281 | Epoch: [16][305/553] Time 2.443 Data 0.001 Err 0.9242 top1 23.438 top5 5.469 | Epoch: [16][306/553] Time 2.437 Data 0.001 Err 0.9475 top1 22.656 top5 9.375 | Epoch: [16][307/553] Time 2.457 Data 0.001 Err 0.6886 top1 14.844 top5 5.469 | Epoch: [16][308/553] Time 2.442 Data 0.001 Err 0.8251 top1 25.000 top5 4.688 | Epoch: [16][309/553] Time 2.471 Data 0.001 Err 0.8539 top1 21.875 top5 8.594 | Epoch: [16][310/553] Time 2.434 Data 0.001 Err 0.9670 top1 27.344 top5 7.031 | Epoch: [16][311/553] Time 2.452 Data 0.001 Err 0.6911 top1 21.875 top5 3.906 | Epoch: [16][312/553] Time 2.449 Data 0.001 Err 0.9280 top1 24.219 top5 7.812 | Epoch: [16][313/553] Time 2.446 Data 0.001 Err 1.0189 top1 28.125 top5 8.594 | Epoch: [16][314/553] Time 2.432 Data 0.001 Err 0.9266 top1 19.531 top5 9.375 | Epoch: [16][315/553] Time 2.467 Data 0.001 Err 1.0638 top1 27.344 top5 10.156 | Epoch: [16][316/553] Time 2.436 Data 0.001 Err 0.7668 top1 19.531 top5 7.812 | Epoch: [16][317/553] Time 2.442 Data 0.001 Err 0.6873 top1 17.969 top5 2.344 | Epoch: [16][318/553] Time 2.434 Data 0.001 Err 1.0425 top1 30.469 top5 13.281 | Epoch: [16][319/553] Time 2.446 Data 0.001 Err 1.0120 top1 24.219 top5 10.156 | Epoch: [16][320/553] Time 2.457 Data 0.001 Err 0.7252 top1 24.219 top5 7.031 | Epoch: [16][321/553] Time 2.446 Data 0.001 Err 0.9701 top1 24.219 top5 10.156 | Epoch: [16][322/553] Time 2.452 Data 0.001 Err 0.8436 top1 23.438 top5 9.375 | Epoch: [16][323/553] Time 2.456 Data 0.001 Err 0.6642 top1 18.750 top5 6.250 | Epoch: [16][324/553] Time 2.463 Data 0.001 Err 0.6704 top1 17.188 top5 4.688 | Epoch: [16][325/553] Time 2.477 Data 0.001 Err 0.8791 top1 28.125 top5 7.812 | Epoch: [16][326/553] Time 2.437 Data 0.001 Err 0.7310 top1 19.531 top5 5.469 | Epoch: [16][327/553] Time 2.457 Data 0.001 Err 0.9766 top1 21.094 top5 8.594 | Epoch: [16][328/553] Time 2.519 Data 0.001 Err 0.7651 top1 21.875 top5 7.031 | Epoch: [16][329/553] Time 2.442 Data 0.001 Err 0.9128 top1 25.781 top5 8.594 | Epoch: [16][330/553] Time 2.450 Data 0.001 Err 0.8028 top1 17.969 top5 8.594 | Epoch: [16][331/553] Time 2.449 Data 0.000 Err 0.8080 top1 19.531 top5 8.594 | Epoch: [16][332/553] Time 2.461 Data 0.001 Err 0.6679 top1 17.188 top5 4.688 | Epoch: [16][333/553] Time 2.429 Data 0.001 Err 0.6674 top1 17.969 top5 6.250 | Epoch: [16][334/553] Time 2.491 Data 0.001 Err 0.9471 top1 22.656 top5 7.812 | Epoch: [16][335/553] Time 2.439 Data 0.001 Err 0.8782 top1 27.344 top5 8.594 | Epoch: [16][336/553] Time 2.465 Data 0.001 Err 0.9374 top1 29.688 top5 8.594 | Epoch: [16][337/553] Time 2.433 Data 0.001 Err 0.7633 top1 24.219 top5 8.594 | Epoch: [16][338/553] Time 2.433 Data 0.001 Err 0.9326 top1 25.781 top5 8.594 | Epoch: [16][339/553] Time 2.445 Data 0.001 Err 1.0032 top1 27.344 top5 6.250 | Epoch: [16][340/553] Time 2.434 Data 0.001 Err 0.8492 top1 22.656 top5 5.469 | Epoch: [16][341/553] Time 2.490 Data 0.001 Err 0.6795 top1 17.969 top5 6.250 | Epoch: [16][342/553] Time 2.442 Data 0.001 Err 0.7648 top1 18.750 top5 7.031 | Epoch: [16][343/553] Time 2.447 Data 0.001 Err 0.7412 top1 21.094 top5 3.906 | Epoch: [16][344/553] Time 2.473 Data 0.001 Err 1.0835 top1 28.125 top5 14.062 | Epoch: [16][345/553] Time 2.468 Data 0.001 Err 0.9269 top1 29.688 top5 7.812 | Epoch: [16][346/553] Time 2.444 Data 0.001 Err 0.8296 top1 22.656 top5 6.250 | Epoch: [16][347/553] Time 2.454 Data 0.001 Err 0.9202 top1 23.438 top5 5.469 | Epoch: [16][348/553] Time 2.515 Data 0.001 Err 0.6355 top1 19.531 top5 3.906 | Epoch: [16][349/553] Time 2.473 Data 0.001 Err 1.0129 top1 26.562 top5 12.500 | Epoch: [16][350/553] Time 2.451 Data 0.001 Err 0.6986 top1 17.188 top5 6.250 | Epoch: [16][351/553] Time 2.469 Data 0.001 Err 1.1375 top1 27.344 top5 9.375 | Epoch: [16][352/553] Time 2.468 Data 0.001 Err 0.7332 top1 23.438 top5 3.125 | Epoch: [16][353/553] Time 2.478 Data 0.001 Err 0.6742 top1 18.750 top5 6.250 | Epoch: [16][354/553] Time 2.439 Data 0.001 Err 0.8488 top1 22.656 top5 7.812 | Epoch: [16][355/553] Time 2.478 Data 0.001 Err 0.6835 top1 19.531 top5 5.469 | Epoch: [16][356/553] Time 2.504 Data 0.001 Err 0.8119 top1 23.438 top5 6.250 | Epoch: [16][357/553] Time 2.439 Data 0.001 Err 1.0206 top1 24.219 top5 10.156 | Epoch: [16][358/553] Time 2.454 Data 0.001 Err 1.2227 top1 35.156 top5 12.500 | Epoch: [16][359/553] Time 2.454 Data 0.001 Err 0.9263 top1 24.219 top5 7.031 | Epoch: [16][360/553] Time 2.471 Data 0.001 Err 0.9609 top1 21.875 top5 11.719 | Epoch: [16][361/553] Time 2.443 Data 0.001 Err 0.6642 top1 19.531 top5 6.250 | Epoch: [16][362/553] Time 2.436 Data 0.001 Err 1.0125 top1 27.344 top5 8.594 | Epoch: [16][363/553] Time 2.438 Data 0.001 Err 0.6394 top1 21.094 top5 5.469 | Epoch: [16][364/553] Time 2.477 Data 0.001 Err 0.9698 top1 27.344 top5 10.156 | Epoch: [16][365/553] Time 2.442 Data 0.001 Err 1.0436 top1 26.562 top5 11.719 | Epoch: [16][366/553] Time 2.439 Data 0.001 Err 1.0029 top1 26.562 top5 9.375 | Epoch: [16][367/553] Time 2.445 Data 0.001 Err 0.8723 top1 23.438 top5 8.594 | Epoch: [16][368/553] Time 2.441 Data 0.001 Err 0.9132 top1 21.875 top5 6.250 | Epoch: [16][369/553] Time 2.452 Data 0.001 Err 0.7575 top1 20.312 top5 5.469 | Epoch: [16][370/553] Time 2.468 Data 0.001 Err 0.7887 top1 21.094 top5 7.812 | Epoch: [16][371/553] Time 2.492 Data 0.001 Err 0.8982 top1 24.219 top5 8.594 | Epoch: [16][372/553] Time 2.439 Data 0.001 Err 1.0245 top1 28.125 top5 10.156 | Epoch: [16][373/553] Time 2.468 Data 0.001 Err 1.0931 top1 31.250 top5 10.938 | Epoch: [16][374/553] Time 2.476 Data 0.001 Err 0.9791 top1 25.000 top5 12.500 | Epoch: [16][375/553] Time 2.439 Data 0.001 Err 0.8987 top1 22.656 top5 7.812 | Epoch: [16][376/553] Time 2.441 Data 0.001 Err 1.1266 top1 30.469 top5 7.031 | Epoch: [16][377/553] Time 2.447 Data 0.000 Err 0.7530 top1 21.875 top5 3.906 | Epoch: [16][378/553] Time 2.457 Data 0.001 Err 0.8316 top1 21.875 top5 9.375 | Epoch: [16][379/553] Time 2.450 Data 0.001 Err 0.8185 top1 23.438 top5 7.031 | Epoch: [16][380/553] Time 2.464 Data 0.001 Err 1.0113 top1 25.781 top5 8.594 | Epoch: [16][381/553] Time 2.459 Data 0.001 Err 0.8111 top1 19.531 top5 10.938 | Epoch: [16][382/553] Time 2.480 Data 0.001 Err 1.0407 top1 32.031 top5 8.594 | Epoch: [16][383/553] Time 2.439 Data 0.001 Err 0.7868 top1 22.656 top5 8.594 | Epoch: [16][384/553] Time 2.459 Data 0.001 Err 0.8303 top1 21.875 top5 6.250 | Epoch: [16][385/553] Time 2.486 Data 0.001 Err 0.7976 top1 19.531 top5 7.031 | Epoch: [16][386/553] Time 2.461 Data 0.001 Err 0.7705 top1 23.438 top5 6.250 | Epoch: [16][387/553] Time 2.452 Data 0.000 Err 0.7634 top1 19.531 top5 6.250 | Epoch: [16][388/553] Time 2.450 Data 0.001 Err 1.0094 top1 21.875 top5 7.031 | Epoch: [16][389/553] Time 2.440 Data 0.001 Err 0.8451 top1 25.781 top5 3.906 | Epoch: [16][390/553] Time 2.469 Data 0.001 Err 1.0036 top1 32.031 top5 7.031 | Epoch: [16][391/553] Time 2.456 Data 0.000 Err 0.7823 top1 14.844 top5 9.375 | Epoch: [16][392/553] Time 2.440 Data 0.001 Err 0.9477 top1 25.781 top5 6.250 | Epoch: [16][393/553] Time 2.474 Data 0.001 Err 0.9409 top1 26.562 top5 7.812 | Epoch: [16][394/553] Time 2.441 Data 0.001 Err 0.8320 top1 23.438 top5 7.031 | Epoch: [16][395/553] Time 2.433 Data 0.001 Err 0.6713 top1 17.188 top5 3.125 | Epoch: [16][396/553] Time 2.442 Data 0.001 Err 0.9410 top1 27.344 top5 8.594 | Epoch: [16][397/553] Time 2.438 Data 0.001 Err 0.6822 top1 20.312 top5 3.125 | Epoch: [16][398/553] Time 2.483 Data 0.001 Err 0.7543 top1 17.188 top5 5.469 | Epoch: [16][399/553] Time 2.500 Data 0.001 Err 0.7668 top1 19.531 top5 5.469 | Epoch: [16][400/553] Time 2.451 Data 0.000 Err 0.9846 top1 27.344 top5 10.156 | Epoch: [16][401/553] Time 2.471 Data 0.001 Err 0.9027 top1 25.781 top5 7.812 | Epoch: [16][402/553] Time 2.447 Data 0.001 Err 0.9094 top1 25.000 top5 5.469 | Epoch: [16][403/553] Time 2.458 Data 0.001 Err 1.0184 top1 26.562 top5 8.594 | Epoch: [16][404/553] Time 2.435 Data 0.001 Err 0.8700 top1 25.000 top5 9.375 | Epoch: [16][405/553] Time 2.436 Data 0.001 Err 0.9543 top1 24.219 top5 11.719 | Epoch: [16][406/553] Time 2.453 Data 0.000 Err 0.8609 top1 21.875 top5 7.031 | Epoch: [16][407/553] Time 2.446 Data 0.000 Err 0.6931 top1 21.875 top5 3.125 | Epoch: [16][408/553] Time 2.443 Data 0.001 Err 0.8610 top1 21.094 top5 5.469 | Epoch: [16][409/553] Time 2.436 Data 0.001 Err 0.9201 top1 24.219 top5 7.812 | Epoch: [16][410/553] Time 2.446 Data 0.001 Err 1.0820 top1 25.000 top5 11.719 | Epoch: [16][411/553] Time 2.454 Data 0.001 Err 0.8317 top1 25.000 top5 7.031 | Epoch: [16][412/553] Time 2.469 Data 0.001 Err 0.6456 top1 19.531 top5 3.906 | Epoch: [16][413/553] Time 2.474 Data 0.001 Err 1.0284 top1 28.906 top5 5.469 | Epoch: [16][414/553] Time 2.436 Data 0.001 Err 0.7398 top1 22.656 top5 2.344 | Epoch: [16][415/553] Time 2.435 Data 0.001 Err 0.8539 top1 24.219 top5 7.031 | Epoch: [16][416/553] Time 2.464 Data 0.001 Err 0.9211 top1 25.000 top5 6.250 | Epoch: [16][417/553] Time 2.431 Data 0.001 Err 0.9702 top1 28.125 top5 10.156 | Epoch: [16][418/553] Time 2.448 Data 0.001 Err 1.0168 top1 23.438 top5 8.594 | Epoch: [16][419/553] Time 2.441 Data 0.001 Err 0.7929 top1 24.219 top5 6.250 | Epoch: [16][420/553] Time 2.443 Data 0.001 Err 0.7843 top1 21.875 top5 8.594 | Epoch: [16][421/553] Time 2.476 Data 0.001 Err 0.9205 top1 28.125 top5 5.469 | Epoch: [16][422/553] Time 2.480 Data 0.001 Err 1.0081 top1 23.438 top5 14.062 | Epoch: [16][423/553] Time 2.459 Data 0.001 Err 1.0917 top1 28.906 top5 7.812 | Epoch: [16][424/553] Time 2.444 Data 0.001 Err 0.9570 top1 24.219 top5 8.594 | Epoch: [16][425/553] Time 2.447 Data 0.001 Err 0.9589 top1 26.562 top5 10.156 | Epoch: [16][426/553] Time 2.458 Data 0.001 Err 1.1403 top1 26.562 top5 14.062 | Epoch: [16][427/553] Time 2.446 Data 0.001 Err 0.7920 top1 19.531 top5 7.812 | Epoch: [16][428/553] Time 2.440 Data 0.001 Err 0.8894 top1 22.656 top5 10.938 | Epoch: [16][429/553] Time 2.457 Data 0.001 Err 0.9316 top1 25.781 top5 7.812 | Epoch: [16][430/553] Time 2.461 Data 0.001 Err 0.8411 top1 21.875 top5 4.688 | Epoch: [16][431/553] Time 2.446 Data 0.001 Err 1.1066 top1 28.906 top5 8.594 | Epoch: [16][432/553] Time 2.462 Data 0.001 Err 0.7216 top1 20.312 top5 7.031 | Epoch: [16][433/553] Time 2.478 Data 0.001 Err 0.8366 top1 28.125 top5 3.906 | Epoch: [16][434/553] Time 2.476 Data 0.001 Err 1.1669 top1 27.344 top5 10.156 | Epoch: [16][435/553] Time 2.461 Data 0.001 Err 1.1247 top1 30.469 top5 7.812 | Epoch: [16][436/553] Time 2.444 Data 0.001 Err 0.9667 top1 26.562 top5 7.812 | Epoch: [16][437/553] Time 2.476 Data 0.001 Err 0.8328 top1 19.531 top5 9.375 | Epoch: [16][438/553] Time 2.469 Data 0.001 Err 0.8599 top1 25.781 top5 8.594 | Epoch: [16][439/553] Time 2.456 Data 0.000 Err 1.2066 top1 32.812 top5 11.719 | Epoch: [16][440/553] Time 2.446 Data 0.001 Err 0.7356 top1 21.094 top5 3.906 | Epoch: [16][441/553] Time 2.480 Data 0.001 Err 1.0000 top1 27.344 top5 7.031 | Epoch: [16][442/553] Time 2.464 Data 0.001 Err 1.0138 top1 29.688 top5 5.469 | Epoch: [16][443/553] Time 2.457 Data 0.001 Err 0.8946 top1 25.000 top5 7.812 | Epoch: [16][444/553] Time 2.521 Data 0.000 Err 0.7664 top1 19.531 top5 4.688 | Epoch: [16][445/553] Time 2.470 Data 0.001 Err 0.9571 top1 24.219 top5 12.500 | Epoch: [16][446/553] Time 2.484 Data 0.001 Err 0.8961 top1 28.125 top5 10.156 | Epoch: [16][447/553] Time 2.466 Data 0.001 Err 0.8121 top1 22.656 top5 7.812 | Epoch: [16][448/553] Time 2.478 Data 0.001 Err 1.0816 top1 27.344 top5 12.500 | Epoch: [16][449/553] Time 2.441 Data 0.001 Err 1.1189 top1 28.906 top5 10.938 | Epoch: [16][450/553] Time 2.462 Data 0.001 Err 0.8435 top1 22.656 top5 4.688 | Epoch: [16][451/553] Time 2.440 Data 0.001 Err 0.8344 top1 24.219 top5 7.812 | Epoch: [16][452/553] Time 2.483 Data 0.001 Err 1.0592 top1 21.875 top5 12.500 | Epoch: [16][453/553] Time 2.479 Data 0.001 Err 1.0236 top1 28.125 top5 10.938 | Epoch: [16][454/553] Time 2.513 Data 0.001 Err 0.9080 top1 26.562 top5 6.250 | Epoch: [16][455/553] Time 2.474 Data 0.001 Err 1.0168 top1 27.344 top5 6.250 | Epoch: [16][456/553] Time 2.466 Data 0.001 Err 0.9776 top1 23.438 top5 10.156 | Epoch: [16][457/553] Time 2.432 Data 0.001 Err 1.0453 top1 25.000 top5 14.062 | Epoch: [16][458/553] Time 2.462 Data 0.001 Err 1.1862 top1 32.812 top5 11.719 | Epoch: [16][459/553] Time 2.436 Data 0.001 Err 0.9533 top1 27.344 top5 7.031 | Epoch: [16][460/553] Time 2.474 Data 0.001 Err 1.0222 top1 28.125 top5 10.938 | Epoch: [16][461/553] Time 2.450 Data 0.001 Err 1.0612 top1 26.562 top5 8.594 | Epoch: [16][462/553] Time 2.449 Data 0.001 Err 0.9503 top1 25.000 top5 12.500 | Epoch: [16][463/553] Time 2.448 Data 0.001 Err 1.0650 top1 28.906 top5 9.375 | Epoch: [16][464/553] Time 2.443 Data 0.001 Err 0.6998 top1 17.969 top5 7.812 | Epoch: [16][465/553] Time 2.453 Data 0.001 Err 0.7490 top1 15.625 top5 5.469 | Epoch: [16][466/553] Time 2.440 Data 0.001 Err 0.9299 top1 28.125 top5 8.594 | Epoch: [16][467/553] Time 2.444 Data 0.001 Err 1.0378 top1 25.000 top5 11.719 | Epoch: [16][468/553] Time 2.471 Data 0.001 Err 1.2585 top1 29.688 top5 10.938 | Epoch: [16][469/553] Time 2.446 Data 0.001 Err 0.8397 top1 20.312 top5 6.250 | Epoch: [16][470/553] Time 2.472 Data 0.001 Err 0.8956 top1 22.656 top5 8.594 | Epoch: [16][471/553] Time 2.493 Data 0.001 Err 0.8263 top1 19.531 top5 7.031 | Epoch: [16][472/553] Time 2.517 Data 0.001 Err 0.8560 top1 27.344 top5 7.031 | Epoch: [16][473/553] Time 2.454 Data 0.001 Err 0.7399 top1 18.750 top5 7.031 | Epoch: [16][474/553] Time 2.473 Data 0.001 Err 1.2201 top1 28.906 top5 13.281 | Epoch: [16][475/553] Time 2.460 Data 0.001 Err 0.8412 top1 24.219 top5 6.250 | Epoch: [16][476/553] Time 2.434 Data 0.001 Err 1.1302 top1 30.469 top5 10.156 | Epoch: [16][477/553] Time 2.451 Data 0.001 Err 0.9352 top1 25.781 top5 5.469 | Epoch: [16][478/553] Time 2.435 Data 0.001 Err 1.0229 top1 28.125 top5 8.594 | Epoch: [16][479/553] Time 2.472 Data 0.001 Err 0.7407 top1 20.312 top5 6.250 | Epoch: [16][480/553] Time 2.456 Data 0.001 Err 1.0530 top1 25.781 top5 11.719 | Epoch: [16][481/553] Time 2.473 Data 0.001 Err 0.7953 top1 18.750 top5 9.375 | Epoch: [16][482/553] Time 2.458 Data 0.001 Err 0.7639 top1 21.875 top5 3.906 | Epoch: [16][483/553] Time 2.478 Data 0.000 Err 0.7400 top1 20.312 top5 3.125 | Epoch: [16][484/553] Time 2.485 Data 0.001 Err 0.9200 top1 27.344 top5 5.469 | Epoch: [16][485/553] Time 2.434 Data 0.001 Err 0.8577 top1 24.219 top5 7.812 | Epoch: [16][486/553] Time 2.442 Data 0.001 Err 0.7998 top1 21.094 top5 6.250 | Epoch: [16][487/553] Time 2.460 Data 0.001 Err 1.2468 top1 30.469 top5 14.844 | Epoch: [16][488/553] Time 2.478 Data 0.001 Err 1.0133 top1 25.000 top5 10.938 | Epoch: [16][489/553] Time 2.446 Data 0.001 Err 0.7453 top1 21.875 top5 7.031 | Epoch: [16][490/553] Time 2.446 Data 0.001 Err 0.8498 top1 26.562 top5 7.031 | Epoch: [16][491/553] Time 2.440 Data 0.001 Err 0.7497 top1 18.750 top5 3.906 | Epoch: [16][492/553] Time 2.476 Data 0.001 Err 0.9513 top1 28.906 top5 6.250 | Epoch: [16][493/553] Time 2.451 Data 0.001 Err 1.0746 top1 25.781 top5 7.812 | Epoch: [16][494/553] Time 2.440 Data 0.001 Err 0.7156 top1 17.188 top5 5.469 | Epoch: [16][495/553] Time 2.466 Data 0.001 Err 1.0902 top1 29.688 top5 10.938 | Epoch: [16][496/553] Time 2.450 Data 0.001 Err 0.8531 top1 24.219 top5 6.250 | Epoch: [16][497/553] Time 2.471 Data 0.001 Err 0.8015 top1 22.656 top5 6.250 | Epoch: [16][498/553] Time 2.469 Data 0.001 Err 0.9379 top1 20.312 top5 7.031 | Epoch: [16][499/553] Time 2.472 Data 0.001 Err 1.1651 top1 33.594 top5 7.031 | Epoch: [16][500/553] Time 2.516 Data 0.001 Err 0.8793 top1 25.781 top5 7.812 | Epoch: [16][501/553] Time 2.502 Data 0.001 Err 0.8298 top1 22.656 top5 7.031 | Epoch: [16][502/553] Time 2.474 Data 0.001 Err 0.8308 top1 21.875 top5 7.031 | Epoch: [16][503/553] Time 2.514 Data 0.001 Err 0.7716 top1 21.875 top5 7.031 | Epoch: [16][504/553] Time 2.511 Data 0.001 Err 1.0692 top1 25.000 top5 9.375 | Epoch: [16][505/553] Time 2.471 Data 0.001 Err 0.9300 top1 22.656 top5 9.375 | Epoch: [16][506/553] Time 2.464 Data 0.001 Err 0.8931 top1 28.125 top5 10.938 | Epoch: [16][507/553] Time 2.473 Data 0.001 Err 0.8210 top1 20.312 top5 9.375 | Epoch: [16][508/553] Time 2.447 Data 0.001 Err 0.8388 top1 25.000 top5 8.594 | Epoch: [16][509/553] Time 2.445 Data 0.001 Err 0.6850 top1 16.406 top5 6.250 | Epoch: [16][510/553] Time 2.474 Data 0.001 Err 0.9714 top1 28.125 top5 11.719 | Epoch: [16][511/553] Time 2.458 Data 0.001 Err 0.8884 top1 25.000 top5 8.594 | Epoch: [16][512/553] Time 2.438 Data 0.001 Err 0.8450 top1 19.531 top5 7.812 | Epoch: [16][513/553] Time 2.456 Data 0.001 Err 1.0178 top1 23.438 top5 8.594 | Epoch: [16][514/553] Time 2.463 Data 0.001 Err 1.0315 top1 29.688 top5 10.156 | Epoch: [16][515/553] Time 2.441 Data 0.001 Err 0.9394 top1 25.781 top5 9.375 | Epoch: [16][516/553] Time 2.447 Data 0.001 Err 0.6338 top1 12.500 top5 7.031 | Epoch: [16][517/553] Time 2.472 Data 0.001 Err 0.9379 top1 22.656 top5 7.812 | Epoch: [16][518/553] Time 2.466 Data 0.001 Err 1.0434 top1 31.250 top5 7.031 | Epoch: [16][519/553] Time 2.443 Data 0.001 Err 1.0505 top1 25.000 top5 10.156 | Epoch: [16][520/553] Time 2.449 Data 0.001 Err 0.9073 top1 25.000 top5 6.250 | Epoch: [16][521/553] Time 2.469 Data 0.001 Err 0.8414 top1 21.875 top5 7.812 | Epoch: [16][522/553] Time 2.475 Data 0.001 Err 0.8905 top1 25.000 top5 7.812 | Epoch: [16][523/553] Time 2.443 Data 0.001 Err 0.8128 top1 19.531 top5 10.938 | Epoch: [16][524/553] Time 2.443 Data 0.001 Err 1.1710 top1 28.125 top5 11.719 | Epoch: [16][525/553] Time 2.476 Data 0.001 Err 0.8693 top1 22.656 top5 7.031 | Epoch: [16][526/553] Time 2.468 Data 0.001 Err 0.9760 top1 23.438 top5 10.156 | Epoch: [16][527/553] Time 2.435 Data 0.001 Err 1.1628 top1 32.031 top5 8.594 | Epoch: [16][528/553] Time 2.504 Data 0.001 Err 0.6983 top1 19.531 top5 3.125 | Epoch: [16][529/553] Time 2.515 Data 0.001 Err 0.8490 top1 20.312 top5 8.594 | Epoch: [16][530/553] Time 2.514 Data 0.001 Err 1.0376 top1 24.219 top5 11.719 | Epoch: [16][531/553] Time 2.498 Data 0.001 Err 0.8854 top1 25.000 top5 7.812 | Epoch: [16][532/553] Time 2.438 Data 0.001 Err 0.6603 top1 17.188 top5 5.469 | Epoch: [16][533/553] Time 2.455 Data 0.001 Err 0.8575 top1 21.875 top5 8.594 | Epoch: [16][534/553] Time 2.471 Data 0.001 Err 0.9651 top1 24.219 top5 6.250 | Epoch: [16][535/553] Time 2.453 Data 0.001 Err 0.6809 top1 21.094 top5 3.125 | Epoch: [16][536/553] Time 2.495 Data 0.001 Err 0.9485 top1 26.562 top5 10.938 | Epoch: [16][537/553] Time 2.512 Data 0.001 Err 0.8257 top1 21.094 top5 7.812 | Epoch: [16][538/553] Time 2.518 Data 0.000 Err 1.1479 top1 28.906 top5 13.281 | Epoch: [16][539/553] Time 2.459 Data 0.001 Err 1.0335 top1 24.219 top5 10.938 | Epoch: [16][540/553] Time 2.447 Data 0.001 Err 1.0785 top1 28.125 top5 10.938 | Epoch: [16][541/553] Time 2.444 Data 0.001 Err 1.0009 top1 26.562 top5 10.156 | Epoch: [16][542/553] Time 2.436 Data 0.001 Err 0.9513 top1 25.000 top5 7.812 | Epoch: [16][543/553] Time 2.449 Data 0.000 Err 0.7976 top1 21.094 top5 8.594 | Epoch: [16][544/553] Time 2.439 Data 0.000 Err 1.0906 top1 30.469 top5 14.062 | Epoch: [16][545/553] Time 2.458 Data 0.000 Err 0.7828 top1 22.656 top5 8.594 | Epoch: [16][546/553] Time 2.443 Data 0.000 Err 0.9809 top1 27.344 top5 10.938 | Epoch: [16][547/553] Time 2.433 Data 0.000 Err 0.9229 top1 23.438 top5 8.594 | Epoch: [16][548/553] Time 2.440 Data 0.000 Err 1.1264 top1 25.781 top5 12.500 | Epoch: [16][549/553] Time 2.448 Data 0.000 Err 1.0076 top1 25.000 top5 10.156 | Epoch: [16][550/553] Time 2.447 Data 0.000 Err 1.0873 top1 28.125 top5 7.031 | Epoch: [16][551/553] Time 2.437 Data 0.000 Err 0.9544 top1 25.781 top5 7.812 | Epoch: [16][552/553] Time 2.440 Data 0.000 Err 0.6976 top1 15.625 top5 6.250 | Epoch: [16][553/553] Time 1.028 Data 0.000 Err 1.6904 top1 43.182 top5 18.182 | Test: [16][1/198] Time 2.224 Data 1.502 top1 27.344 ( 27.344) top5 7.031 ( 7.031) | Test: [16][2/198] Time 0.724 Data 0.001 top1 30.469 ( 28.906) top5 9.375 ( 8.203) | Test: [16][3/198] Time 0.712 Data 0.000 top1 28.125 ( 28.646) top5 11.719 ( 9.375) | Test: [16][4/198] Time 0.718 Data 0.001 top1 32.812 ( 29.688) top5 7.812 ( 8.984) | Test: [16][5/198] Time 0.714 Data 0.001 top1 37.500 ( 31.250) top5 9.375 ( 9.062) | Test: [16][6/198] Time 0.720 Data 0.001 top1 28.906 ( 30.859) top5 10.156 ( 9.245) | Test: [16][7/198] Time 0.715 Data 0.001 top1 26.562 ( 30.246) top5 8.594 ( 9.152) | Test: [16][8/198] Time 0.717 Data 0.001 top1 26.562 ( 29.785) top5 7.812 ( 8.984) | Test: [16][9/198] Time 0.719 Data 0.001 top1 30.469 ( 29.861) top5 7.031 ( 8.767) | Test: [16][10/198] Time 0.717 Data 0.001 top1 30.469 ( 29.922) top5 8.594 ( 8.750) | Test: [16][11/198] Time 0.714 Data 0.001 top1 25.000 ( 29.474) top5 10.156 ( 8.878) | Test: [16][12/198] Time 0.716 Data 0.001 top1 28.125 ( 29.362) top5 9.375 ( 8.919) | Test: [16][13/198] Time 0.726 Data 0.001 top1 26.562 ( 29.147) top5 3.906 ( 8.534) | Test: [16][14/198] Time 0.727 Data 0.001 top1 29.688 ( 29.185) top5 7.031 ( 8.426) | Test: [16][15/198] Time 0.743 Data 0.000 top1 23.438 ( 28.802) top5 7.031 ( 8.333) | Test: [16][16/198] Time 0.717 Data 0.001 top1 22.656 ( 28.418) top5 10.938 ( 8.496) | Test: [16][17/198] Time 0.718 Data 0.001 top1 31.250 ( 28.585) top5 7.031 ( 8.410) | Test: [16][18/198] Time 0.722 Data 0.001 top1 24.219 ( 28.342) top5 8.594 ( 8.420) | Test: [16][19/198] Time 0.749 Data 0.001 top1 30.469 ( 28.454) top5 8.594 ( 8.429) | Test: [16][20/198] Time 0.742 Data 0.001 top1 28.125 ( 28.438) top5 7.812 ( 8.398) | Test: [16][21/198] Time 0.728 Data 0.001 top1 26.562 ( 28.348) top5 10.156 ( 8.482) | Test: [16][22/198] Time 0.711 Data 0.001 top1 32.031 ( 28.516) top5 9.375 ( 8.523) | Test: [16][23/198] Time 0.726 Data 0.001 top1 32.812 ( 28.702) top5 11.719 ( 8.662) | Test: [16][24/198] Time 0.719 Data 0.001 top1 25.000 ( 28.548) top5 7.812 ( 8.626) | Test: [16][25/198] Time 0.721 Data 0.001 top1 21.875 ( 28.281) top5 7.812 ( 8.594) | Test: [16][26/198] Time 0.716 Data 0.001 top1 32.031 ( 28.425) top5 7.812 ( 8.564) | Test: [16][27/198] Time 0.722 Data 0.001 top1 21.875 ( 28.183) top5 9.375 ( 8.594) | Test: [16][28/198] Time 0.733 Data 0.001 top1 34.375 ( 28.404) top5 10.938 ( 8.677) | Test: [16][29/198] Time 0.714 Data 0.001 top1 25.781 ( 28.314) top5 6.250 ( 8.594) | Test: [16][30/198] Time 0.726 Data 0.001 top1 32.812 ( 28.464) top5 11.719 ( 8.698) | Test: [16][31/198] Time 0.715 Data 0.001 top1 31.250 ( 28.553) top5 11.719 ( 8.795) | Test: [16][32/198] Time 0.717 Data 0.001 top1 25.781 ( 28.467) top5 8.594 ( 8.789) | Test: [16][33/198] Time 0.717 Data 0.001 top1 25.000 ( 28.362) top5 3.125 ( 8.617) | Test: [16][34/198] Time 0.723 Data 0.001 top1 27.344 ( 28.332) top5 10.938 ( 8.686) | Test: [16][35/198] Time 0.722 Data 0.001 top1 32.812 ( 28.460) top5 9.375 ( 8.705) | Test: [16][36/198] Time 0.725 Data 0.002 top1 29.688 ( 28.494) top5 8.594 ( 8.702) | Test: [16][37/198] Time 0.722 Data 0.001 top1 25.000 ( 28.399) top5 6.250 ( 8.636) | Test: [16][38/198] Time 0.723 Data 0.001 top1 35.156 ( 28.577) top5 10.156 ( 8.676) | Test: [16][39/198] Time 0.732 Data 0.001 top1 27.344 ( 28.546) top5 7.031 ( 8.634) | Test: [16][40/198] Time 0.745 Data 0.001 top1 27.344 ( 28.516) top5 6.250 ( 8.574) | Test: [16][41/198] Time 0.729 Data 0.001 top1 24.219 ( 28.411) top5 8.594 ( 8.575) | Test: [16][42/198] Time 0.721 Data 0.001 top1 29.688 ( 28.441) top5 12.500 ( 8.668) | Test: [16][43/198] Time 0.723 Data 0.001 top1 25.781 ( 28.379) top5 9.375 ( 8.685) | Test: [16][44/198] Time 0.722 Data 0.001 top1 29.688 ( 28.409) top5 11.719 ( 8.754) | Test: [16][45/198] Time 0.788 Data 0.001 top1 25.781 ( 28.351) top5 3.906 ( 8.646) | Test: [16][46/198] Time 0.788 Data 0.001 top1 31.250 ( 28.414) top5 10.156 ( 8.679) | Test: [16][47/198] Time 0.727 Data 0.001 top1 28.125 ( 28.408) top5 7.031 ( 8.644) | Test: [16][48/198] Time 0.783 Data 0.001 top1 28.125 ( 28.402) top5 9.375 ( 8.659) | Test: [16][49/198] Time 0.754 Data 0.001 top1 35.156 ( 28.540) top5 14.062 ( 8.769) | Test: [16][50/198] Time 0.730 Data 0.001 top1 32.812 ( 28.625) top5 9.375 ( 8.781) | Test: [16][51/198] Time 0.714 Data 0.001 top1 24.219 ( 28.539) top5 7.031 ( 8.747) | Test: [16][52/198] Time 0.725 Data 0.001 top1 26.562 ( 28.501) top5 7.031 ( 8.714) | Test: [16][53/198] Time 0.727 Data 0.001 top1 28.906 ( 28.508) top5 10.156 ( 8.741) | Test: [16][54/198] Time 0.723 Data 0.001 top1 35.156 ( 28.631) top5 8.594 ( 8.738) | Test: [16][55/198] Time 0.716 Data 0.001 top1 33.594 ( 28.722) top5 11.719 ( 8.793) | Test: [16][56/198] Time 0.715 Data 0.001 top1 28.125 ( 28.711) top5 7.031 ( 8.761) | Test: [16][57/198] Time 0.729 Data 0.001 top1 32.812 ( 28.783) top5 12.500 ( 8.827) | Test: [16][58/198] Time 0.717 Data 0.001 top1 32.812 ( 28.852) top5 10.938 ( 8.863) | Test: [16][59/198] Time 0.735 Data 0.001 top1 25.781 ( 28.800) top5 9.375 ( 8.872) | Test: [16][60/198] Time 0.715 Data 0.001 top1 30.469 ( 28.828) top5 10.156 ( 8.893) | Test: [16][61/198] Time 0.719 Data 0.001 top1 30.469 ( 28.855) top5 5.469 ( 8.837) | Test: [16][62/198] Time 0.717 Data 0.000 top1 28.906 ( 28.856) top5 5.469 ( 8.783) | Test: [16][63/198] Time 0.718 Data 0.001 top1 30.469 ( 28.881) top5 10.938 ( 8.817) | Test: [16][64/198] Time 0.719 Data 0.000 top1 29.688 ( 28.894) top5 10.156 ( 8.838) | Test: [16][65/198] Time 0.733 Data 0.000 top1 25.781 ( 28.846) top5 7.812 ( 8.822) | Test: [16][66/198] Time 0.733 Data 0.001 top1 31.250 ( 28.883) top5 11.719 ( 8.866) | Test: [16][67/198] Time 0.724 Data 0.001 top1 25.000 ( 28.825) top5 7.031 ( 8.839) | Test: [16][68/198] Time 0.723 Data 0.001 top1 27.344 ( 28.803) top5 9.375 ( 8.847) | Test: [16][69/198] Time 0.787 Data 0.001 top1 28.125 ( 28.793) top5 7.812 ( 8.832) | Test: [16][70/198] Time 0.728 Data 0.001 top1 28.906 ( 28.795) top5 6.250 ( 8.795) | Test: [16][71/198] Time 0.717 Data 0.001 top1 27.344 ( 28.774) top5 9.375 ( 8.803) | Test: [16][72/198] Time 0.714 Data 0.001 top1 29.688 ( 28.787) top5 8.594 ( 8.800) | Test: [16][73/198] Time 0.717 Data 0.001 top1 24.219 ( 28.724) top5 9.375 ( 8.808) | Test: [16][74/198] Time 0.733 Data 0.001 top1 32.031 ( 28.769) top5 7.812 ( 8.794) | Test: [16][75/198] Time 0.728 Data 0.001 top1 25.000 ( 28.719) top5 7.812 ( 8.781) | Test: [16][76/198] Time 0.725 Data 0.001 top1 29.688 ( 28.731) top5 8.594 ( 8.779) | Test: [16][77/198] Time 0.776 Data 0.007 top1 27.344 ( 28.713) top5 9.375 ( 8.787) | Test: [16][78/198] Time 0.730 Data 0.001 top1 32.812 ( 28.766) top5 8.594 ( 8.784) | Test: [16][79/198] Time 0.749 Data 0.001 top1 31.250 ( 28.797) top5 10.938 ( 8.811) | Test: [16][80/198] Time 0.716 Data 0.001 top1 33.594 ( 28.857) top5 10.156 ( 8.828) | Test: [16][81/198] Time 0.718 Data 0.001 top1 31.250 ( 28.887) top5 7.812 ( 8.816) | Test: [16][82/198] Time 0.716 Data 0.001 top1 31.250 ( 28.916) top5 12.500 ( 8.861) | Test: [16][83/198] Time 0.713 Data 0.001 top1 32.031 ( 28.953) top5 10.938 ( 8.886) | Test: [16][84/198] Time 0.721 Data 0.001 top1 28.125 ( 28.943) top5 4.688 ( 8.836) | Test: [16][85/198] Time 0.718 Data 0.001 top1 25.000 ( 28.897) top5 9.375 ( 8.842) | Test: [16][86/198] Time 0.716 Data 0.001 top1 24.219 ( 28.843) top5 10.156 ( 8.857) | Test: [16][87/198] Time 0.717 Data 0.001 top1 31.250 ( 28.870) top5 10.156 ( 8.872) | Test: [16][88/198] Time 0.715 Data 0.001 top1 31.250 ( 28.897) top5 9.375 ( 8.878) | Test: [16][89/198] Time 0.717 Data 0.001 top1 34.375 ( 28.959) top5 10.156 ( 8.892) | Test: [16][90/198] Time 0.717 Data 0.001 top1 24.219 ( 28.906) top5 7.812 ( 8.880) | Test: [16][91/198] Time 0.733 Data 0.001 top1 41.406 ( 29.044) top5 14.062 ( 8.937) | Test: [16][92/198] Time 0.730 Data 0.001 top1 32.812 ( 29.085) top5 9.375 ( 8.942) | Test: [16][93/198] Time 0.723 Data 0.001 top1 25.000 ( 29.041) top5 8.594 ( 8.938) | Test: [16][94/198] Time 0.730 Data 0.001 top1 25.781 ( 29.006) top5 9.375 ( 8.943) | Test: [16][95/198] Time 0.730 Data 0.001 top1 27.344 ( 28.988) top5 7.812 ( 8.931) | Test: [16][96/198] Time 0.768 Data 0.001 top1 21.875 ( 28.914) top5 3.906 ( 8.879) | Test: [16][97/198] Time 0.798 Data 0.001 top1 30.469 ( 28.930) top5 7.031 ( 8.860) | Test: [16][98/198] Time 0.752 Data 0.001 top1 28.906 ( 28.930) top5 10.938 ( 8.881) | Test: [16][99/198] Time 0.716 Data 0.001 top1 23.438 ( 28.875) top5 6.250 ( 8.854) | Test: [16][100/198] Time 0.728 Data 0.001 top1 28.125 ( 28.867) top5 8.594 ( 8.852) | Test: [16][101/198] Time 0.719 Data 0.001 top1 28.125 ( 28.860) top5 7.031 ( 8.834) | Test: [16][102/198] Time 0.718 Data 0.001 top1 32.031 ( 28.891) top5 9.375 ( 8.839) | Test: [16][103/198] Time 0.722 Data 0.001 top1 30.469 ( 28.906) top5 10.156 ( 8.852) | Test: [16][104/198] Time 0.726 Data 0.001 top1 27.344 ( 28.891) top5 8.594 ( 8.849) | Test: [16][105/198] Time 0.778 Data 0.010 top1 30.469 ( 28.906) top5 8.594 ( 8.847) | Test: [16][106/198] Time 0.751 Data 0.002 top1 32.031 ( 28.936) top5 10.156 ( 8.859) | Test: [16][107/198] Time 0.760 Data 0.002 top1 35.156 ( 28.994) top5 10.938 ( 8.879) | Test: [16][108/198] Time 0.719 Data 0.001 top1 32.812 ( 29.029) top5 5.469 ( 8.847) | Test: [16][109/198] Time 0.727 Data 0.001 top1 33.594 ( 29.071) top5 10.156 ( 8.859) | Test: [16][110/198] Time 0.761 Data 0.001 top1 22.656 ( 29.013) top5 8.594 ( 8.857) | Test: [16][111/198] Time 0.720 Data 0.001 top1 29.688 ( 29.019) top5 4.688 ( 8.819) | Test: [16][112/198] Time 0.715 Data 0.001 top1 23.438 ( 28.969) top5 8.594 ( 8.817) | Test: [16][113/198] Time 0.717 Data 0.001 top1 25.781 ( 28.941) top5 8.594 ( 8.815) | Test: [16][114/198] Time 0.722 Data 0.001 top1 26.562 ( 28.920) top5 6.250 ( 8.792) | Test: [16][115/198] Time 0.714 Data 0.001 top1 29.688 ( 28.927) top5 11.719 ( 8.818) | Test: [16][116/198] Time 0.716 Data 0.001 top1 36.719 ( 28.994) top5 9.375 ( 8.823) | Test: [16][117/198] Time 0.719 Data 0.001 top1 39.062 ( 29.080) top5 14.062 ( 8.868) | Test: [16][118/198] Time 0.726 Data 0.001 top1 34.375 ( 29.125) top5 9.375 ( 8.872) | Test: [16][119/198] Time 0.721 Data 0.001 top1 33.594 ( 29.162) top5 8.594 ( 8.869) | Test: [16][120/198] Time 0.720 Data 0.002 top1 35.938 ( 29.219) top5 15.625 ( 8.926) | Test: [16][121/198] Time 0.732 Data 0.001 top1 28.906 ( 29.216) top5 7.031 ( 8.910) | Test: [16][122/198] Time 0.719 Data 0.001 top1 26.562 ( 29.194) top5 6.250 ( 8.888) | Test: [16][123/198] Time 0.724 Data 0.001 top1 33.594 ( 29.230) top5 8.594 ( 8.886) | Test: [16][124/198] Time 0.718 Data 0.001 top1 21.094 ( 29.165) top5 7.031 ( 8.871) | Test: [16][125/198] Time 0.747 Data 0.001 top1 29.688 ( 29.169) top5 7.812 ( 8.863) | Test: [16][126/198] Time 0.772 Data 0.001 top1 20.312 ( 29.098) top5 4.688 ( 8.829) | Test: [16][127/198] Time 0.738 Data 0.001 top1 31.250 ( 29.115) top5 10.938 ( 8.846) | Test: [16][128/198] Time 0.751 Data 0.001 top1 29.688 ( 29.120) top5 10.938 ( 8.862) | Test: [16][129/198] Time 0.778 Data 0.001 top1 31.250 ( 29.136) top5 7.812 ( 8.854) | Test: [16][130/198] Time 0.791 Data 0.001 top1 26.562 ( 29.117) top5 9.375 ( 8.858) | Test: [16][131/198] Time 0.778 Data 0.001 top1 22.656 ( 29.067) top5 7.812 ( 8.850) | Test: [16][132/198] Time 0.768 Data 0.001 top1 28.906 ( 29.066) top5 12.500 ( 8.878) | Test: [16][133/198] Time 0.761 Data 0.001 top1 35.156 ( 29.112) top5 7.812 ( 8.870) | Test: [16][134/198] Time 0.762 Data 0.001 top1 33.594 ( 29.145) top5 10.156 ( 8.879) | Test: [16][135/198] Time 0.745 Data 0.002 top1 32.812 ( 29.172) top5 8.594 ( 8.877) | Test: [16][136/198] Time 0.716 Data 0.001 top1 25.000 ( 29.142) top5 9.375 ( 8.881) | Test: [16][137/198] Time 0.718 Data 0.001 top1 24.219 ( 29.106) top5 6.250 ( 8.862) | Test: [16][138/198] Time 0.727 Data 0.001 top1 30.469 ( 29.116) top5 7.031 ( 8.849) | Test: [16][139/198] Time 0.716 Data 0.001 top1 29.688 ( 29.120) top5 7.031 ( 8.835) | Test: [16][140/198] Time 0.732 Data 0.001 top1 32.812 ( 29.146) top5 10.156 ( 8.845) | Test: [16][141/198] Time 0.717 Data 0.001 top1 32.812 ( 29.172) top5 7.812 ( 8.838) | Test: [16][142/198] Time 0.714 Data 0.001 top1 24.219 ( 29.137) top5 7.031 ( 8.825) | Test: [16][143/198] Time 0.713 Data 0.001 top1 29.688 ( 29.141) top5 8.594 ( 8.823) | Test: [16][144/198] Time 0.714 Data 0.001 top1 30.469 ( 29.150) top5 7.031 ( 8.811) | Test: [16][145/198] Time 0.718 Data 0.001 top1 31.250 ( 29.165) top5 12.500 ( 8.836) | Test: [16][146/198] Time 0.726 Data 0.001 top1 27.344 ( 29.152) top5 6.250 ( 8.818) | Test: [16][147/198] Time 0.724 Data 0.001 top1 23.438 ( 29.114) top5 4.688 ( 8.790) | Test: [16][148/198] Time 0.718 Data 0.001 top1 23.438 ( 29.075) top5 8.594 ( 8.789) | Test: [16][149/198] Time 0.720 Data 0.001 top1 25.781 ( 29.053) top5 4.688 ( 8.762) | Test: [16][150/198] Time 0.721 Data 0.001 top1 37.500 ( 29.109) top5 9.375 ( 8.766) | Test: [16][151/198] Time 0.720 Data 0.001 top1 21.875 ( 29.061) top5 1.562 ( 8.718) | Test: [16][152/198] Time 0.723 Data 0.001 top1 28.906 ( 29.060) top5 7.812 ( 8.712) | Test: [16][153/198] Time 0.717 Data 0.001 top1 32.031 ( 29.080) top5 7.031 ( 8.701) | Test: [16][154/198] Time 0.722 Data 0.001 top1 30.469 ( 29.089) top5 8.594 ( 8.700) | Test: [16][155/198] Time 0.721 Data 0.001 top1 30.469 ( 29.098) top5 9.375 ( 8.705) | Test: [16][156/198] Time 0.799 Data 0.001 top1 28.125 ( 29.092) top5 10.938 ( 8.719) | Test: [16][157/198] Time 0.724 Data 0.001 top1 30.469 ( 29.100) top5 10.156 ( 8.728) | Test: [16][158/198] Time 0.756 Data 0.001 top1 25.781 ( 29.079) top5 5.469 ( 8.707) | Test: [16][159/198] Time 0.809 Data 0.001 top1 24.219 ( 29.049) top5 7.812 ( 8.702) | Test: [16][160/198] Time 0.792 Data 0.001 top1 32.812 ( 29.072) top5 10.156 ( 8.711) | Test: [16][161/198] Time 0.737 Data 0.001 top1 33.594 ( 29.100) top5 10.938 ( 8.725) | Test: [16][162/198] Time 0.772 Data 0.001 top1 27.344 ( 29.090) top5 7.812 ( 8.719) | Test: [16][163/198] Time 0.726 Data 0.001 top1 30.469 ( 29.098) top5 7.812 ( 8.714) | Test: [16][164/198] Time 0.715 Data 0.003 top1 28.906 ( 29.097) top5 3.125 ( 8.679) | Test: [16][165/198] Time 0.719 Data 0.001 top1 34.375 ( 29.129) top5 8.594 ( 8.679) | Test: [16][166/198] Time 0.731 Data 0.001 top1 25.000 ( 29.104) top5 9.375 ( 8.683) | Test: [16][167/198] Time 0.732 Data 0.001 top1 26.562 ( 29.089) top5 6.250 ( 8.669) | Test: [16][168/198] Time 0.721 Data 0.001 top1 28.906 ( 29.088) top5 5.469 ( 8.650) | Test: [16][169/198] Time 0.732 Data 0.001 top1 32.031 ( 29.105) top5 5.469 ( 8.631) | Test: [16][170/198] Time 0.724 Data 0.001 top1 38.281 ( 29.159) top5 11.719 ( 8.649) | Test: [16][171/198] Time 0.738 Data 0.000 top1 30.469 ( 29.167) top5 7.812 ( 8.644) | Test: [16][172/198] Time 0.722 Data 0.001 top1 25.781 ( 29.147) top5 7.031 ( 8.635) | Test: [16][173/198] Time 0.716 Data 0.001 top1 26.562 ( 29.132) top5 10.938 ( 8.648) | Test: [16][174/198] Time 0.718 Data 0.000 top1 35.938 ( 29.171) top5 12.500 ( 8.670) | Test: [16][175/198] Time 0.715 Data 0.001 top1 27.344 ( 29.161) top5 7.812 ( 8.665) | Test: [16][176/198] Time 0.745 Data 0.001 top1 33.594 ( 29.186) top5 7.812 ( 8.660) | Test: [16][177/198] Time 0.732 Data 0.001 top1 31.250 ( 29.198) top5 10.938 ( 8.673) | Test: [16][178/198] Time 0.722 Data 0.001 top1 30.469 ( 29.205) top5 10.156 ( 8.682) | Test: [16][179/198] Time 0.721 Data 0.001 top1 31.250 ( 29.216) top5 10.156 ( 8.690) | Test: [16][180/198] Time 0.720 Data 0.001 top1 32.812 ( 29.236) top5 7.812 ( 8.685) | Test: [16][181/198] Time 0.729 Data 0.001 top1 25.781 ( 29.217) top5 9.375 ( 8.689) | Test: [16][182/198] Time 0.718 Data 0.001 top1 32.031 ( 29.232) top5 13.281 ( 8.714) | Test: [16][183/198] Time 0.723 Data 0.001 top1 31.250 ( 29.244) top5 10.938 ( 8.726) | Test: [16][184/198] Time 0.726 Data 0.002 top1 31.250 ( 29.254) top5 8.594 ( 8.725) | Test: [16][185/198] Time 0.720 Data 0.001 top1 24.219 ( 29.227) top5 5.469 ( 8.708) | Test: [16][186/198] Time 0.727 Data 0.001 top1 25.781 ( 29.209) top5 7.031 ( 8.699) | Test: [16][187/198] Time 0.781 Data 0.001 top1 25.000 ( 29.186) top5 6.250 ( 8.686) | Test: [16][188/198] Time 0.730 Data 0.000 top1 27.344 ( 29.176) top5 7.031 ( 8.677) | Test: [16][189/198] Time 0.720 Data 0.001 top1 26.562 ( 29.163) top5 10.156 ( 8.685) | Test: [16][190/198] Time 0.813 Data 0.000 top1 22.656 ( 29.128) top5 7.031 ( 8.676) | Test: [16][191/198] Time 0.766 Data 0.000 top1 32.031 ( 29.143) top5 3.906 ( 8.651) | Test: [16][192/198] Time 0.717 Data 0.000 top1 30.469 ( 29.150) top5 8.594 ( 8.651) | Test: [16][193/198] Time 0.714 Data 0.000 top1 31.250 ( 29.161) top5 7.812 ( 8.646) | Test: [16][194/198] Time 0.716 Data 0.000 top1 32.031 ( 29.176) top5 14.062 ( 8.674) | Test: [16][195/198] Time 0.712 Data 0.000 top1 28.125 ( 29.171) top5 13.281 ( 8.698) | Test: [16][196/198] Time 0.722 Data 0.000 top1 23.438 ( 29.141) top5 10.156 ( 8.705) | Test: [16][197/198] Time 0.254 Data 0.000 top1 32.353 ( 29.158) top5 17.647 ( 8.751) | Test: [16][198/198] Time 0.710 Data 0.000 top1 33.594 ( 29.180) top5 7.812 ( 8.746) * Finished epoch # 16 top1: 29.180 top5: 8.746 Epoch 17 => Training epoch # 17 | Epoch: [17][1/553] Time 5.013 Data 2.514 Err 0.8237 top1 18.750 top5 3.906 | Epoch: [17][2/553] Time 2.437 Data 0.001 Err 0.6609 top1 17.969 top5 5.469 | Epoch: [17][3/553] Time 2.462 Data 0.001 Err 0.8755 top1 25.781 top5 7.812 | Epoch: [17][4/553] Time 2.445 Data 0.001 Err 0.8129 top1 19.531 top5 5.469 | Epoch: [17][5/553] Time 2.439 Data 0.001 Err 0.7931 top1 21.094 top5 6.250 | Epoch: [17][6/553] Time 2.434 Data 0.001 Err 1.0544 top1 29.688 top5 9.375 | Epoch: [17][7/553] Time 2.457 Data 0.001 Err 0.6812 top1 17.969 top5 4.688 | Epoch: [17][8/553] Time 2.466 Data 0.001 Err 1.0060 top1 25.000 top5 8.594 | Epoch: [17][9/553] Time 2.445 Data 0.006 Err 0.9162 top1 27.344 top5 8.594 | Epoch: [17][10/553] Time 2.431 Data 0.001 Err 0.9988 top1 28.125 top5 8.594 | Epoch: [17][11/553] Time 2.433 Data 0.001 Err 0.9683 top1 27.344 top5 7.812 | Epoch: [17][12/553] Time 2.493 Data 0.001 Err 0.7480 top1 23.438 top5 7.031 | Epoch: [17][13/553] Time 2.433 Data 0.001 Err 0.7891 top1 17.188 top5 7.812 | Epoch: [17][14/553] Time 2.454 Data 0.001 Err 0.8927 top1 22.656 top5 7.812 | Epoch: [17][15/553] Time 2.465 Data 0.001 Err 0.8198 top1 21.094 top5 8.594 | Epoch: [17][16/553] Time 2.461 Data 0.001 Err 0.5518 top1 14.844 top5 2.344 | Epoch: [17][17/553] Time 2.436 Data 0.001 Err 0.7907 top1 20.312 top5 7.812 | Epoch: [17][18/553] Time 2.449 Data 0.001 Err 0.9093 top1 25.000 top5 9.375 | Epoch: [17][19/553] Time 2.431 Data 0.001 Err 0.8792 top1 26.562 top5 8.594 | Epoch: [17][20/553] Time 2.469 Data 0.001 Err 0.8230 top1 21.875 top5 7.031 | Epoch: [17][21/553] Time 2.455 Data 0.001 Err 0.9556 top1 28.125 top5 8.594 | Epoch: [17][22/553] Time 2.436 Data 0.001 Err 0.7672 top1 21.094 top5 5.469 | Epoch: [17][23/553] Time 2.441 Data 0.001 Err 0.8984 top1 22.656 top5 7.812 | Epoch: [17][24/553] Time 2.473 Data 0.001 Err 1.0057 top1 27.344 top5 10.938 | Epoch: [17][25/553] Time 2.463 Data 0.001 Err 0.8006 top1 28.125 top5 2.344 | Epoch: [17][26/553] Time 2.465 Data 0.001 Err 0.9395 top1 23.438 top5 10.156 | Epoch: [17][27/553] Time 2.441 Data 0.001 Err 0.8916 top1 21.094 top5 7.812 | Epoch: [17][28/553] Time 2.430 Data 0.001 Err 1.0006 top1 32.812 top5 5.469 | Epoch: [17][29/553] Time 2.477 Data 0.001 Err 0.8442 top1 22.656 top5 9.375 | Epoch: [17][30/553] Time 2.457 Data 0.001 Err 0.7362 top1 19.531 top5 4.688 | Epoch: [17][31/553] Time 2.434 Data 0.001 Err 0.7139 top1 17.969 top5 3.125 | Epoch: [17][32/553] Time 2.466 Data 0.001 Err 0.7922 top1 19.531 top5 7.031 | Epoch: [17][33/553] Time 2.457 Data 0.001 Err 0.8771 top1 25.000 top5 7.031 | Epoch: [17][34/553] Time 2.438 Data 0.001 Err 0.7613 top1 20.312 top5 5.469 | Epoch: [17][35/553] Time 2.440 Data 0.001 Err 0.7933 top1 18.750 top5 3.906 | Epoch: [17][36/553] Time 2.442 Data 0.001 Err 0.9424 top1 25.781 top5 9.375 | Epoch: [17][37/553] Time 2.439 Data 0.001 Err 0.8366 top1 23.438 top5 3.125 | Epoch: [17][38/553] Time 2.465 Data 0.001 Err 0.9814 top1 25.000 top5 11.719 | Epoch: [17][39/553] Time 2.433 Data 0.001 Err 0.9217 top1 24.219 top5 7.031 | Epoch: [17][40/553] Time 2.493 Data 0.001 Err 0.9238 top1 22.656 top5 7.812 | Epoch: [17][41/553] Time 2.446 Data 0.001 Err 0.9280 top1 23.438 top5 9.375 | Epoch: [17][42/553] Time 2.505 Data 0.001 Err 1.0416 top1 28.125 top5 7.812 | Epoch: [17][43/553] Time 2.449 Data 0.001 Err 0.9391 top1 23.438 top5 9.375 | Epoch: [17][44/553] Time 2.445 Data 0.001 Err 0.8639 top1 23.438 top5 6.250 | Epoch: [17][45/553] Time 2.447 Data 0.001 Err 1.0445 top1 24.219 top5 7.812 | Epoch: [17][46/553] Time 2.458 Data 0.001 Err 1.0189 top1 28.906 top5 7.031 | Epoch: [17][47/553] Time 2.435 Data 0.000 Err 0.8401 top1 24.219 top5 6.250 | Epoch: [17][48/553] Time 2.437 Data 0.001 Err 0.6932 top1 19.531 top5 4.688 | Epoch: [17][49/553] Time 2.435 Data 0.001 Err 0.8134 top1 20.312 top5 6.250 | Epoch: [17][50/553] Time 2.445 Data 0.001 Err 0.8799 top1 25.000 top5 9.375 | Epoch: [17][51/553] Time 2.482 Data 0.001 Err 1.0468 top1 29.688 top5 7.031 | Epoch: [17][52/553] Time 2.440 Data 0.000 Err 0.8837 top1 25.000 top5 7.812 | Epoch: [17][53/553] Time 2.443 Data 0.001 Err 0.9086 top1 24.219 top5 9.375 | Epoch: [17][54/553] Time 2.436 Data 0.001 Err 0.8232 top1 22.656 top5 6.250 | Epoch: [17][55/553] Time 2.450 Data 0.001 Err 0.8758 top1 25.000 top5 10.938 | Epoch: [17][56/553] Time 2.443 Data 0.001 Err 0.7364 top1 18.750 top5 6.250 | Epoch: [17][57/553] Time 2.493 Data 0.001 Err 0.6034 top1 17.188 top5 3.906 | Epoch: [17][58/553] Time 2.459 Data 0.001 Err 0.6812 top1 18.750 top5 5.469 | Epoch: [17][59/553] Time 2.441 Data 0.001 Err 0.8239 top1 22.656 top5 6.250 | Epoch: [17][60/553] Time 2.436 Data 0.001 Err 0.7140 top1 18.750 top5 5.469 | Epoch: [17][61/553] Time 2.440 Data 0.001 Err 0.6429 top1 17.969 top5 3.906 | Epoch: [17][62/553] Time 2.447 Data 0.001 Err 0.8076 top1 20.312 top5 7.812 | Epoch: [17][63/553] Time 2.445 Data 0.001 Err 0.6968 top1 16.406 top5 4.688 | Epoch: [17][64/553] Time 2.479 Data 0.001 Err 0.9953 top1 27.344 top5 10.156 | Epoch: [17][65/553] Time 2.457 Data 0.001 Err 0.8342 top1 23.438 top5 7.031 | Epoch: [17][66/553] Time 2.449 Data 0.001 Err 0.8551 top1 21.094 top5 7.812 | Epoch: [17][67/553] Time 2.430 Data 0.001 Err 0.9051 top1 22.656 top5 6.250 | Epoch: [17][68/553] Time 2.487 Data 0.001 Err 0.6813 top1 19.531 top5 7.031 | Epoch: [17][69/553] Time 2.448 Data 0.001 Err 0.5282 top1 14.844 top5 3.906 | Epoch: [17][70/553] Time 2.462 Data 0.001 Err 1.0253 top1 25.781 top5 7.812 | Epoch: [17][71/553] Time 2.433 Data 0.001 Err 0.8720 top1 24.219 top5 6.250 | Epoch: [17][72/553] Time 2.439 Data 0.001 Err 0.9026 top1 22.656 top5 7.031 | Epoch: [17][73/553] Time 2.441 Data 0.001 Err 0.7195 top1 18.750 top5 7.812 | Epoch: [17][74/553] Time 2.456 Data 0.001 Err 1.0528 top1 31.250 top5 9.375 | Epoch: [17][75/553] Time 2.440 Data 0.001 Err 0.7053 top1 20.312 top5 5.469 | Epoch: [17][76/553] Time 2.443 Data 0.001 Err 0.7898 top1 20.312 top5 7.031 | Epoch: [17][77/553] Time 2.502 Data 0.000 Err 0.7241 top1 18.750 top5 7.031 | Epoch: [17][78/553] Time 2.489 Data 0.001 Err 0.9498 top1 22.656 top5 8.594 | Epoch: [17][79/553] Time 2.466 Data 0.001 Err 0.8492 top1 25.000 top5 6.250 | Epoch: [17][80/553] Time 2.446 Data 0.001 Err 0.8421 top1 25.781 top5 7.031 | Epoch: [17][81/553] Time 2.482 Data 0.001 Err 0.8023 top1 24.219 top5 8.594 | Epoch: [17][82/553] Time 2.481 Data 0.001 Err 0.9851 top1 28.906 top5 8.594 | Epoch: [17][83/553] Time 2.479 Data 0.001 Err 0.6927 top1 17.188 top5 5.469 | Epoch: [17][84/553] Time 2.437 Data 0.001 Err 0.9377 top1 25.000 top5 7.031 | Epoch: [17][85/553] Time 2.463 Data 0.001 Err 0.9162 top1 25.000 top5 9.375 | Epoch: [17][86/553] Time 2.451 Data 0.000 Err 0.9403 top1 24.219 top5 6.250 | Epoch: [17][87/553] Time 2.435 Data 0.001 Err 0.9521 top1 28.125 top5 7.812 | Epoch: [17][88/553] Time 2.428 Data 0.001 Err 0.7394 top1 18.750 top5 8.594 | Epoch: [17][89/553] Time 2.447 Data 0.001 Err 0.9721 top1 22.656 top5 10.938 | Epoch: [17][90/553] Time 2.454 Data 0.001 Err 0.9107 top1 24.219 top5 7.031 | Epoch: [17][91/553] Time 2.438 Data 0.001 Err 0.7917 top1 20.312 top5 7.031 | Epoch: [17][92/553] Time 2.450 Data 0.001 Err 0.9272 top1 25.000 top5 9.375 | Epoch: [17][93/553] Time 2.446 Data 0.001 Err 0.7724 top1 24.219 top5 3.906 | Epoch: [17][94/553] Time 2.436 Data 0.001 Err 0.7736 top1 20.312 top5 4.688 | Epoch: [17][95/553] Time 2.469 Data 0.001 Err 0.7398 top1 19.531 top5 5.469 | Epoch: [17][96/553] Time 2.461 Data 0.001 Err 0.7474 top1 20.312 top5 4.688 | Epoch: [17][97/553] Time 2.497 Data 0.001 Err 0.8791 top1 18.750 top5 9.375 | Epoch: [17][98/553] Time 2.443 Data 0.001 Err 0.7485 top1 19.531 top5 6.250 | Epoch: [17][99/553] Time 2.454 Data 0.001 Err 0.7406 top1 20.312 top5 8.594 | Epoch: [17][100/553] Time 2.452 Data 0.001 Err 0.9319 top1 23.438 top5 10.156 | Epoch: [17][101/553] Time 2.450 Data 0.001 Err 0.7317 top1 19.531 top5 5.469 | Epoch: [17][102/553] Time 2.436 Data 0.001 Err 0.9631 top1 24.219 top5 9.375 | Epoch: [17][103/553] Time 2.463 Data 0.001 Err 1.0002 top1 25.781 top5 10.156 | Epoch: [17][104/553] Time 2.481 Data 0.001 Err 0.9934 top1 25.781 top5 10.156 | Epoch: [17][105/553] Time 2.473 Data 0.001 Err 0.8571 top1 20.312 top5 7.812 | Epoch: [17][106/553] Time 2.453 Data 0.001 Err 1.0271 top1 30.469 top5 10.156 | Epoch: [17][107/553] Time 2.463 Data 0.001 Err 0.9809 top1 20.312 top5 10.156 | Epoch: [17][108/553] Time 2.455 Data 0.001 Err 0.8978 top1 25.781 top5 9.375 | Epoch: [17][109/553] Time 2.442 Data 0.000 Err 0.9639 top1 24.219 top5 7.031 | Epoch: [17][110/553] Time 2.446 Data 0.001 Err 0.9497 top1 29.688 top5 7.812 | Epoch: [17][111/553] Time 2.459 Data 0.001 Err 0.8359 top1 21.875 top5 7.812 | Epoch: [17][112/553] Time 2.489 Data 0.001 Err 0.8180 top1 21.875 top5 7.812 | Epoch: [17][113/553] Time 2.442 Data 0.001 Err 0.8863 top1 23.438 top5 7.031 | Epoch: [17][114/553] Time 2.447 Data 0.001 Err 0.8556 top1 25.781 top5 7.031 | Epoch: [17][115/553] Time 2.455 Data 0.001 Err 0.6755 top1 20.312 top5 4.688 | Epoch: [17][116/553] Time 2.445 Data 0.001 Err 0.8596 top1 21.875 top5 7.031 | Epoch: [17][117/553] Time 2.474 Data 0.001 Err 0.6505 top1 16.406 top5 5.469 | Epoch: [17][118/553] Time 2.445 Data 0.001 Err 0.9681 top1 25.000 top5 6.250 | Epoch: [17][119/553] Time 2.439 Data 0.001 Err 0.7425 top1 16.406 top5 8.594 | Epoch: [17][120/553] Time 2.438 Data 0.001 Err 0.8043 top1 21.094 top5 8.594 | Epoch: [17][121/553] Time 2.498 Data 0.001 Err 0.7626 top1 18.750 top5 7.031 | Epoch: [17][122/553] Time 2.434 Data 0.001 Err 0.6372 top1 15.625 top5 5.469 | Epoch: [17][123/553] Time 2.448 Data 0.001 Err 0.9886 top1 28.906 top5 9.375 | Epoch: [17][124/553] Time 2.444 Data 0.001 Err 0.8408 top1 20.312 top5 7.812 | Epoch: [17][125/553] Time 2.460 Data 0.001 Err 0.9357 top1 21.875 top5 9.375 | Epoch: [17][126/553] Time 2.484 Data 0.001 Err 1.0717 top1 28.906 top5 12.500 | Epoch: [17][127/553] Time 2.446 Data 0.001 Err 0.8964 top1 25.781 top5 10.156 | Epoch: [17][128/553] Time 2.483 Data 0.001 Err 0.9527 top1 23.438 top5 10.938 | Epoch: [17][129/553] Time 2.447 Data 0.001 Err 1.1106 top1 30.469 top5 10.938 | Epoch: [17][130/553] Time 2.449 Data 0.001 Err 0.6025 top1 14.844 top5 3.125 | Epoch: [17][131/553] Time 2.444 Data 0.001 Err 0.9221 top1 24.219 top5 9.375 | Epoch: [17][132/553] Time 2.484 Data 0.001 Err 1.0709 top1 28.125 top5 13.281 | Epoch: [17][133/553] Time 2.467 Data 0.001 Err 0.8168 top1 21.094 top5 5.469 | Epoch: [17][134/553] Time 2.482 Data 0.001 Err 1.0757 top1 28.906 top5 8.594 | Epoch: [17][135/553] Time 2.475 Data 0.001 Err 0.9179 top1 23.438 top5 8.594 | Epoch: [17][136/553] Time 2.512 Data 0.001 Err 0.7044 top1 25.781 top5 2.344 | Epoch: [17][137/553] Time 2.517 Data 0.000 Err 1.2102 top1 25.000 top5 12.500 | Epoch: [17][138/553] Time 2.505 Data 0.001 Err 1.1198 top1 30.469 top5 12.500 | Epoch: [17][139/553] Time 2.434 Data 0.001 Err 0.8999 top1 25.000 top5 9.375 | Epoch: [17][140/553] Time 2.456 Data 0.001 Err 0.7063 top1 21.094 top5 4.688 | Epoch: [17][141/553] Time 2.442 Data 0.001 Err 0.7761 top1 17.969 top5 7.812 | Epoch: [17][142/553] Time 2.441 Data 0.001 Err 0.8508 top1 25.781 top5 5.469 | Epoch: [17][143/553] Time 2.443 Data 0.001 Err 0.9023 top1 23.438 top5 10.156 | Epoch: [17][144/553] Time 2.508 Data 0.001 Err 0.7166 top1 18.750 top5 4.688 | Epoch: [17][145/553] Time 2.501 Data 0.001 Err 0.7448 top1 21.094 top5 1.562 | Epoch: [17][146/553] Time 2.438 Data 0.001 Err 0.7958 top1 23.438 top5 7.812 | Epoch: [17][147/553] Time 2.457 Data 0.001 Err 0.7955 top1 20.312 top5 7.031 | Epoch: [17][148/553] Time 2.439 Data 0.001 Err 0.6053 top1 17.969 top5 3.125 | Epoch: [17][149/553] Time 2.471 Data 0.001 Err 0.9638 top1 25.781 top5 7.031 | Epoch: [17][150/553] Time 2.439 Data 0.001 Err 0.7285 top1 20.312 top5 6.250 | Epoch: [17][151/553] Time 2.453 Data 0.001 Err 0.8809 top1 24.219 top5 5.469 | Epoch: [17][152/553] Time 2.450 Data 0.001 Err 0.6032 top1 15.625 top5 4.688 | Epoch: [17][153/553] Time 2.438 Data 0.001 Err 0.8154 top1 19.531 top5 7.031 | Epoch: [17][154/553] Time 2.471 Data 0.001 Err 0.9350 top1 24.219 top5 7.812 | Epoch: [17][155/553] Time 2.505 Data 0.001 Err 0.8217 top1 20.312 top5 7.031 | Epoch: [17][156/553] Time 2.488 Data 0.001 Err 0.8559 top1 25.000 top5 7.812 | Epoch: [17][157/553] Time 2.488 Data 0.001 Err 1.0711 top1 25.781 top5 12.500 | Epoch: [17][158/553] Time 2.439 Data 0.001 Err 0.7236 top1 21.875 top5 3.906 | Epoch: [17][159/553] Time 2.499 Data 0.001 Err 0.8583 top1 24.219 top5 10.938 | Epoch: [17][160/553] Time 2.516 Data 0.001 Err 0.6794 top1 17.969 top5 2.344 | Epoch: [17][161/553] Time 2.461 Data 0.001 Err 0.7674 top1 19.531 top5 5.469 | Epoch: [17][162/553] Time 2.445 Data 0.001 Err 0.8036 top1 23.438 top5 7.031 | Epoch: [17][163/553] Time 2.438 Data 0.001 Err 0.7759 top1 18.750 top5 7.812 | Epoch: [17][164/553] Time 2.446 Data 0.001 Err 0.9182 top1 24.219 top5 6.250 | Epoch: [17][165/553] Time 2.468 Data 0.001 Err 0.7761 top1 17.188 top5 7.812 | Epoch: [17][166/553] Time 2.461 Data 0.001 Err 0.9717 top1 26.562 top5 8.594 | Epoch: [17][167/553] Time 2.494 Data 0.001 Err 0.6499 top1 17.969 top5 7.031 | Epoch: [17][168/553] Time 2.460 Data 0.001 Err 0.8784 top1 22.656 top5 7.812 | Epoch: [17][169/553] Time 2.470 Data 0.001 Err 0.9707 top1 20.312 top5 10.156 | Epoch: [17][170/553] Time 2.437 Data 0.001 Err 0.7682 top1 22.656 top5 6.250 | Epoch: [17][171/553] Time 2.447 Data 0.001 Err 0.9154 top1 22.656 top5 6.250 | Epoch: [17][172/553] Time 2.434 Data 0.001 Err 1.0025 top1 23.438 top5 11.719 | Epoch: [17][173/553] Time 2.439 Data 0.001 Err 0.9018 top1 24.219 top5 10.156 | Epoch: [17][174/553] Time 2.446 Data 0.001 Err 1.1799 top1 28.125 top5 10.938 | Epoch: [17][175/553] Time 2.451 Data 0.000 Err 1.0500 top1 26.562 top5 11.719 | Epoch: [17][176/553] Time 2.449 Data 0.001 Err 0.6412 top1 17.188 top5 4.688 | Epoch: [17][177/553] Time 2.469 Data 0.001 Err 0.7113 top1 16.406 top5 7.812 | Epoch: [17][178/553] Time 2.458 Data 0.001 Err 0.6541 top1 15.625 top5 4.688 | Epoch: [17][179/553] Time 2.490 Data 0.001 Err 0.8813 top1 23.438 top5 9.375 | Epoch: [17][180/553] Time 2.467 Data 0.001 Err 1.0569 top1 27.344 top5 10.938 | Epoch: [17][181/553] Time 2.472 Data 0.001 Err 0.6623 top1 16.406 top5 4.688 | Epoch: [17][182/553] Time 2.434 Data 0.001 Err 0.6727 top1 18.750 top5 5.469 | Epoch: [17][183/553] Time 2.463 Data 0.001 Err 0.8780 top1 22.656 top5 10.156 | Epoch: [17][184/553] Time 2.434 Data 0.001 Err 0.8970 top1 23.438 top5 5.469 | Epoch: [17][185/553] Time 2.447 Data 0.001 Err 0.8799 top1 17.188 top5 7.031 | Epoch: [17][186/553] Time 2.449 Data 0.001 Err 0.7525 top1 15.625 top5 4.688 | Epoch: [17][187/553] Time 2.452 Data 0.001 Err 0.8885 top1 24.219 top5 8.594 | Epoch: [17][188/553] Time 2.459 Data 0.001 Err 0.7093 top1 20.312 top5 3.906 | Epoch: [17][189/553] Time 2.488 Data 0.001 Err 0.6846 top1 18.750 top5 6.250 | Epoch: [17][190/553] Time 2.473 Data 0.001 Err 0.7448 top1 17.969 top5 7.812 | Epoch: [17][191/553] Time 2.487 Data 0.001 Err 0.6813 top1 17.969 top5 6.250 | Epoch: [17][192/553] Time 2.444 Data 0.000 Err 1.0366 top1 25.781 top5 8.594 | Epoch: [17][193/553] Time 2.451 Data 0.001 Err 0.8017 top1 22.656 top5 7.812 | Epoch: [17][194/553] Time 2.450 Data 0.001 Err 0.7476 top1 20.312 top5 7.031 | Epoch: [17][195/553] Time 2.444 Data 0.001 Err 0.8939 top1 22.656 top5 7.031 | Epoch: [17][196/553] Time 2.510 Data 0.001 Err 0.9807 top1 24.219 top5 11.719 | Epoch: [17][197/553] Time 2.435 Data 0.001 Err 0.8536 top1 24.219 top5 6.250 | Epoch: [17][198/553] Time 2.443 Data 0.001 Err 0.9267 top1 21.875 top5 10.156 | Epoch: [17][199/553] Time 2.468 Data 0.001 Err 0.8731 top1 23.438 top5 7.812 | Epoch: [17][200/553] Time 2.507 Data 0.001 Err 1.0639 top1 28.125 top5 10.156 | Epoch: [17][201/553] Time 2.449 Data 0.001 Err 0.6742 top1 14.844 top5 5.469 | Epoch: [17][202/553] Time 2.458 Data 0.001 Err 0.9612 top1 21.094 top5 7.031 | Epoch: [17][203/553] Time 2.469 Data 0.001 Err 0.8352 top1 23.438 top5 7.031 | Epoch: [17][204/553] Time 2.510 Data 0.001 Err 0.9407 top1 26.562 top5 10.156 | Epoch: [17][205/553] Time 2.441 Data 0.001 Err 0.8812 top1 23.438 top5 10.938 | Epoch: [17][206/553] Time 2.508 Data 0.001 Err 0.7008 top1 18.750 top5 6.250 | Epoch: [17][207/553] Time 2.436 Data 0.001 Err 0.9204 top1 17.969 top5 9.375 | Epoch: [17][208/553] Time 2.466 Data 0.001 Err 0.7267 top1 24.219 top5 6.250 | Epoch: [17][209/553] Time 2.446 Data 0.001 Err 0.8137 top1 17.969 top5 6.250 | Epoch: [17][210/553] Time 2.442 Data 0.001 Err 0.6587 top1 20.312 top5 6.250 | Epoch: [17][211/553] Time 2.466 Data 0.001 Err 0.8301 top1 17.969 top5 10.156 | Epoch: [17][212/553] Time 2.441 Data 0.001 Err 0.8166 top1 25.000 top5 3.906 | Epoch: [17][213/553] Time 2.445 Data 0.001 Err 1.0158 top1 26.562 top5 10.156 | Epoch: [17][214/553] Time 2.480 Data 0.001 Err 0.6716 top1 17.969 top5 6.250 | Epoch: [17][215/553] Time 2.466 Data 0.001 Err 0.7012 top1 18.750 top5 4.688 | Epoch: [17][216/553] Time 2.450 Data 0.001 Err 0.9166 top1 23.438 top5 9.375 | Epoch: [17][217/553] Time 2.484 Data 0.001 Err 0.7649 top1 21.094 top5 4.688 | Epoch: [17][218/553] Time 2.438 Data 0.001 Err 0.7059 top1 18.750 top5 6.250 | Epoch: [17][219/553] Time 2.440 Data 0.001 Err 0.6932 top1 21.094 top5 6.250 | Epoch: [17][220/553] Time 2.462 Data 0.001 Err 0.6773 top1 21.875 top5 5.469 | Epoch: [17][221/553] Time 2.433 Data 0.001 Err 0.8055 top1 19.531 top5 8.594 | Epoch: [17][222/553] Time 2.467 Data 0.001 Err 0.5538 top1 16.406 top5 2.344 | Epoch: [17][223/553] Time 2.446 Data 0.001 Err 0.8439 top1 17.969 top5 9.375 | Epoch: [17][224/553] Time 2.456 Data 0.001 Err 0.7467 top1 21.875 top5 6.250 | Epoch: [17][225/553] Time 2.449 Data 0.001 Err 0.8176 top1 21.094 top5 8.594 | Epoch: [17][226/553] Time 2.510 Data 0.001 Err 1.1224 top1 29.688 top5 10.156 | Epoch: [17][227/553] Time 2.436 Data 0.001 Err 0.8648 top1 25.000 top5 5.469 | Epoch: [17][228/553] Time 2.473 Data 0.001 Err 0.8958 top1 23.438 top5 9.375 | Epoch: [17][229/553] Time 2.437 Data 0.000 Err 0.8419 top1 25.000 top5 7.812 | Epoch: [17][230/553] Time 2.439 Data 0.001 Err 0.8133 top1 25.781 top5 3.125 | Epoch: [17][231/553] Time 2.446 Data 0.001 Err 0.6021 top1 14.844 top5 3.906 | Epoch: [17][232/553] Time 2.479 Data 0.001 Err 0.7796 top1 21.094 top5 5.469 | Epoch: [17][233/553] Time 2.432 Data 0.001 Err 1.0742 top1 25.781 top5 9.375 | Epoch: [17][234/553] Time 2.458 Data 0.001 Err 0.8257 top1 21.094 top5 7.031 | Epoch: [17][235/553] Time 2.500 Data 0.001 Err 1.0832 top1 29.688 top5 12.500 | Epoch: [17][236/553] Time 2.435 Data 0.001 Err 0.6441 top1 21.094 top5 1.562 | Epoch: [17][237/553] Time 2.436 Data 0.001 Err 1.0750 top1 26.562 top5 11.719 | Epoch: [17][238/553] Time 2.438 Data 0.001 Err 1.0290 top1 28.125 top5 7.031 | Epoch: [17][239/553] Time 2.451 Data 0.001 Err 0.9574 top1 24.219 top5 9.375 | Epoch: [17][240/553] Time 2.466 Data 0.001 Err 0.9905 top1 28.125 top5 7.031 | Epoch: [17][241/553] Time 2.437 Data 0.001 Err 0.8101 top1 20.312 top5 7.031 | Epoch: [17][242/553] Time 2.448 Data 0.001 Err 0.7562 top1 21.094 top5 3.125 | Epoch: [17][243/553] Time 2.468 Data 0.001 Err 1.0446 top1 25.781 top5 10.938 | Epoch: [17][244/553] Time 2.503 Data 0.001 Err 0.6276 top1 17.969 top5 5.469 | Epoch: [17][245/553] Time 2.452 Data 0.001 Err 0.9050 top1 25.781 top5 6.250 | Epoch: [17][246/553] Time 2.462 Data 0.001 Err 0.6797 top1 17.969 top5 3.906 | Epoch: [17][247/553] Time 2.475 Data 0.001 Err 0.8894 top1 23.438 top5 12.500 | Epoch: [17][248/553] Time 2.476 Data 0.001 Err 1.0165 top1 21.875 top5 10.156 | Epoch: [17][249/553] Time 2.486 Data 0.001 Err 0.7908 top1 21.094 top5 3.906 | Epoch: [17][250/553] Time 2.467 Data 0.001 Err 0.9690 top1 27.344 top5 10.156 | Epoch: [17][251/553] Time 2.448 Data 0.001 Err 0.9061 top1 27.344 top5 5.469 | Epoch: [17][252/553] Time 2.456 Data 0.001 Err 0.9185 top1 21.875 top5 7.812 | Epoch: [17][253/553] Time 2.449 Data 0.001 Err 0.6938 top1 17.969 top5 3.906 | Epoch: [17][254/553] Time 2.436 Data 0.001 Err 0.8521 top1 21.875 top5 7.031 | Epoch: [17][255/553] Time 2.473 Data 0.001 Err 0.7453 top1 21.875 top5 6.250 | Epoch: [17][256/553] Time 2.505 Data 0.001 Err 0.9055 top1 25.000 top5 10.156 | Epoch: [17][257/553] Time 2.449 Data 0.001 Err 0.9513 top1 23.438 top5 8.594 | Epoch: [17][258/553] Time 2.445 Data 0.001 Err 0.8464 top1 25.781 top5 7.031 | Epoch: [17][259/553] Time 2.473 Data 0.001 Err 0.6945 top1 17.188 top5 3.125 | Epoch: [17][260/553] Time 2.446 Data 0.001 Err 0.9989 top1 30.469 top5 8.594 | Epoch: [17][261/553] Time 2.442 Data 0.000 Err 0.9969 top1 26.562 top5 10.938 | Epoch: [17][262/553] Time 2.442 Data 0.001 Err 0.9679 top1 28.125 top5 8.594 | Epoch: [17][263/553] Time 2.444 Data 0.001 Err 0.8241 top1 17.969 top5 6.250 | Epoch: [17][264/553] Time 2.506 Data 0.001 Err 0.8674 top1 22.656 top5 8.594 | Epoch: [17][265/553] Time 2.453 Data 0.001 Err 0.8818 top1 21.875 top5 7.812 | Epoch: [17][266/553] Time 2.444 Data 0.001 Err 0.9378 top1 23.438 top5 10.938 | Epoch: [17][267/553] Time 2.436 Data 0.001 Err 0.6980 top1 23.438 top5 5.469 | Epoch: [17][268/553] Time 2.433 Data 0.001 Err 0.8899 top1 20.312 top5 10.156 | Epoch: [17][269/553] Time 2.449 Data 0.001 Err 1.0401 top1 25.781 top5 7.812 | Epoch: [17][270/553] Time 2.440 Data 0.001 Err 0.7466 top1 18.750 top5 7.812 | Epoch: [17][271/553] Time 2.441 Data 0.001 Err 0.8860 top1 22.656 top5 7.812 | Epoch: [17][272/553] Time 2.447 Data 0.001 Err 0.8764 top1 21.094 top5 9.375 | Epoch: [17][273/553] Time 2.460 Data 0.001 Err 0.9912 top1 24.219 top5 11.719 | Epoch: [17][274/553] Time 2.443 Data 0.001 Err 0.9199 top1 25.781 top5 6.250 | Epoch: [17][275/553] Time 2.480 Data 0.001 Err 0.9671 top1 28.125 top5 10.156 | Epoch: [17][276/553] Time 2.445 Data 0.001 Err 0.9838 top1 25.781 top5 7.812 | Epoch: [17][277/553] Time 2.436 Data 0.001 Err 0.9656 top1 25.000 top5 9.375 | Epoch: [17][278/553] Time 2.454 Data 0.001 Err 0.7042 top1 17.969 top5 5.469 | Epoch: [17][279/553] Time 2.438 Data 0.001 Err 0.9825 top1 28.125 top5 8.594 | Epoch: [17][280/553] Time 2.470 Data 0.001 Err 0.9435 top1 24.219 top5 10.156 | Epoch: [17][281/553] Time 2.472 Data 0.001 Err 0.7853 top1 21.094 top5 6.250 | Epoch: [17][282/553] Time 2.463 Data 0.001 Err 1.0338 top1 27.344 top5 9.375 | Epoch: [17][283/553] Time 2.438 Data 0.001 Err 0.8297 top1 25.000 top5 4.688 | Epoch: [17][284/553] Time 2.512 Data 0.001 Err 0.8794 top1 25.000 top5 8.594 | Epoch: [17][285/553] Time 2.456 Data 0.001 Err 0.8389 top1 25.000 top5 7.812 | Epoch: [17][286/553] Time 2.430 Data 0.001 Err 0.7886 top1 16.406 top5 10.156 | Epoch: [17][287/553] Time 2.438 Data 0.001 Err 0.8544 top1 21.875 top5 9.375 | Epoch: [17][288/553] Time 2.503 Data 0.001 Err 0.9406 top1 24.219 top5 8.594 | Epoch: [17][289/553] Time 2.449 Data 0.000 Err 0.7930 top1 20.312 top5 5.469 | Epoch: [17][290/553] Time 2.510 Data 0.001 Err 0.6609 top1 17.188 top5 4.688 | Epoch: [17][291/553] Time 2.446 Data 0.001 Err 1.0560 top1 22.656 top5 9.375 | Epoch: [17][292/553] Time 2.465 Data 0.001 Err 1.0762 top1 32.031 top5 8.594 | Epoch: [17][293/553] Time 2.448 Data 0.001 Err 0.8004 top1 21.875 top5 8.594 | Epoch: [17][294/553] Time 2.475 Data 0.001 Err 0.9608 top1 30.469 top5 10.938 | Epoch: [17][295/553] Time 2.486 Data 0.001 Err 1.0717 top1 28.125 top5 14.062 | Epoch: [17][296/553] Time 2.460 Data 0.001 Err 0.7182 top1 17.188 top5 7.812 | Epoch: [17][297/553] Time 2.441 Data 0.001 Err 0.8140 top1 20.312 top5 6.250 | Epoch: [17][298/553] Time 2.445 Data 0.001 Err 0.9729 top1 25.781 top5 6.250 | Epoch: [17][299/553] Time 2.449 Data 0.001 Err 0.9973 top1 28.125 top5 7.812 | Epoch: [17][300/553] Time 2.443 Data 0.001 Err 0.7235 top1 21.094 top5 7.031 | Epoch: [17][301/553] Time 2.496 Data 0.001 Err 0.7760 top1 22.656 top5 4.688 | Epoch: [17][302/553] Time 2.440 Data 0.001 Err 0.8306 top1 19.531 top5 5.469 | Epoch: [17][303/553] Time 2.436 Data 0.001 Err 0.6904 top1 17.188 top5 5.469 | Epoch: [17][304/553] Time 2.448 Data 0.001 Err 0.9204 top1 25.000 top5 8.594 | Epoch: [17][305/553] Time 2.447 Data 0.000 Err 0.7845 top1 25.000 top5 5.469 | Epoch: [17][306/553] Time 2.493 Data 0.001 Err 1.1327 top1 27.344 top5 12.500 | Epoch: [17][307/553] Time 2.442 Data 0.001 Err 0.8576 top1 22.656 top5 6.250 | Epoch: [17][308/553] Time 2.491 Data 0.001 Err 0.7536 top1 23.438 top5 5.469 | Epoch: [17][309/553] Time 2.463 Data 0.001 Err 0.8107 top1 25.000 top5 7.031 | Epoch: [17][310/553] Time 2.443 Data 0.001 Err 0.8472 top1 23.438 top5 8.594 | Epoch: [17][311/553] Time 2.445 Data 0.001 Err 1.0614 top1 28.125 top5 8.594 | Epoch: [17][312/553] Time 2.470 Data 0.001 Err 0.8120 top1 21.094 top5 10.156 | Epoch: [17][313/553] Time 2.480 Data 0.001 Err 0.8549 top1 24.219 top5 9.375 | Epoch: [17][314/553] Time 2.435 Data 0.001 Err 0.9259 top1 30.469 top5 7.031 | Epoch: [17][315/553] Time 2.438 Data 0.001 Err 0.7617 top1 16.406 top5 7.031 | Epoch: [17][316/553] Time 2.454 Data 0.001 Err 0.9018 top1 23.438 top5 9.375 | Epoch: [17][317/553] Time 2.451 Data 0.001 Err 0.7340 top1 21.094 top5 5.469 | Epoch: [17][318/553] Time 2.437 Data 0.001 Err 0.9622 top1 26.562 top5 8.594 | Epoch: [17][319/553] Time 2.443 Data 0.001 Err 0.9652 top1 26.562 top5 8.594 | Epoch: [17][320/553] Time 2.438 Data 0.001 Err 1.0382 top1 25.781 top5 9.375 | Epoch: [17][321/553] Time 2.453 Data 0.001 Err 0.8711 top1 25.000 top5 7.031 | Epoch: [17][322/553] Time 2.436 Data 0.001 Err 0.7410 top1 21.094 top5 6.250 | Epoch: [17][323/553] Time 2.447 Data 0.001 Err 0.6858 top1 18.750 top5 4.688 | Epoch: [17][324/553] Time 2.434 Data 0.001 Err 0.8208 top1 22.656 top5 6.250 | Epoch: [17][325/553] Time 2.457 Data 0.001 Err 1.3472 top1 32.031 top5 17.188 | Epoch: [17][326/553] Time 2.460 Data 0.001 Err 0.8781 top1 24.219 top5 7.031 | Epoch: [17][327/553] Time 2.486 Data 0.001 Err 1.1271 top1 29.688 top5 9.375 | Epoch: [17][328/553] Time 2.516 Data 0.001 Err 0.8733 top1 21.875 top5 8.594 | Epoch: [17][329/553] Time 2.444 Data 0.001 Err 0.8025 top1 21.875 top5 6.250 | Epoch: [17][330/553] Time 2.468 Data 0.001 Err 0.6706 top1 18.750 top5 6.250 | Epoch: [17][331/553] Time 2.483 Data 0.001 Err 0.8681 top1 22.656 top5 5.469 | Epoch: [17][332/553] Time 2.465 Data 0.001 Err 0.6249 top1 17.969 top5 3.906 | Epoch: [17][333/553] Time 2.492 Data 0.000 Err 0.8739 top1 22.656 top5 5.469 | Epoch: [17][334/553] Time 2.463 Data 0.001 Err 0.8674 top1 22.656 top5 7.031 | Epoch: [17][335/553] Time 2.436 Data 0.001 Err 1.0880 top1 30.469 top5 11.719 | Epoch: [17][336/553] Time 2.442 Data 0.001 Err 0.7816 top1 21.875 top5 5.469 | Epoch: [17][337/553] Time 2.482 Data 0.001 Err 0.8356 top1 24.219 top5 6.250 | Epoch: [17][338/553] Time 2.479 Data 0.001 Err 0.7857 top1 22.656 top5 4.688 | Epoch: [17][339/553] Time 2.441 Data 0.001 Err 0.9917 top1 24.219 top5 11.719 | Epoch: [17][340/553] Time 2.455 Data 0.001 Err 0.8553 top1 21.094 top5 6.250 | Epoch: [17][341/553] Time 2.452 Data 0.001 Err 0.8351 top1 22.656 top5 7.812 | Epoch: [17][342/553] Time 2.450 Data 0.001 Err 0.7689 top1 20.312 top5 7.031 | Epoch: [17][343/553] Time 2.434 Data 0.001 Err 0.8057 top1 17.969 top5 4.688 | Epoch: [17][344/553] Time 2.464 Data 0.001 Err 0.9019 top1 23.438 top5 5.469 | Epoch: [17][345/553] Time 2.476 Data 0.001 Err 0.8306 top1 19.531 top5 9.375 | Epoch: [17][346/553] Time 2.437 Data 0.001 Err 0.8774 top1 21.094 top5 7.812 | Epoch: [17][347/553] Time 2.450 Data 0.001 Err 0.7295 top1 16.406 top5 7.031 | Epoch: [17][348/553] Time 2.457 Data 0.001 Err 0.9482 top1 21.875 top5 9.375 | Epoch: [17][349/553] Time 2.445 Data 0.001 Err 0.9408 top1 23.438 top5 10.938 | Epoch: [17][350/553] Time 2.449 Data 0.001 Err 0.8600 top1 23.438 top5 6.250 | Epoch: [17][351/553] Time 2.449 Data 0.001 Err 0.6920 top1 17.969 top5 5.469 | Epoch: [17][352/553] Time 2.442 Data 0.001 Err 0.8253 top1 24.219 top5 4.688 | Epoch: [17][353/553] Time 2.451 Data 0.001 Err 0.8693 top1 24.219 top5 9.375 | Epoch: [17][354/553] Time 2.506 Data 0.001 Err 0.7967 top1 20.312 top5 7.812 | Epoch: [17][355/553] Time 2.440 Data 0.000 Err 1.0281 top1 25.000 top5 9.375 | Epoch: [17][356/553] Time 2.448 Data 0.000 Err 0.8417 top1 21.875 top5 7.812 | Epoch: [17][357/553] Time 2.455 Data 0.001 Err 0.8614 top1 22.656 top5 10.156 | Epoch: [17][358/553] Time 2.474 Data 0.001 Err 0.8864 top1 27.344 top5 6.250 | Epoch: [17][359/553] Time 2.439 Data 0.001 Err 0.8409 top1 23.438 top5 7.031 | Epoch: [17][360/553] Time 2.450 Data 0.001 Err 0.9766 top1 22.656 top5 11.719 | Epoch: [17][361/553] Time 2.443 Data 0.001 Err 0.7819 top1 21.094 top5 6.250 | Epoch: [17][362/553] Time 2.471 Data 0.001 Err 0.9998 top1 28.125 top5 7.812 | Epoch: [17][363/553] Time 2.448 Data 0.001 Err 0.9528 top1 23.438 top5 9.375 | Epoch: [17][364/553] Time 2.442 Data 0.001 Err 0.9420 top1 25.781 top5 10.938 | Epoch: [17][365/553] Time 2.440 Data 0.001 Err 0.8482 top1 21.094 top5 7.031 | Epoch: [17][366/553] Time 2.440 Data 0.001 Err 1.1762 top1 32.031 top5 12.500 | Epoch: [17][367/553] Time 2.481 Data 0.001 Err 1.1371 top1 30.469 top5 9.375 | Epoch: [17][368/553] Time 2.460 Data 0.001 Err 1.0601 top1 28.906 top5 7.031 | Epoch: [17][369/553] Time 2.445 Data 0.001 Err 0.8395 top1 23.438 top5 7.812 | Epoch: [17][370/553] Time 2.444 Data 0.001 Err 0.8247 top1 21.094 top5 7.031 | Epoch: [17][371/553] Time 2.431 Data 0.001 Err 0.8759 top1 24.219 top5 7.031 | Epoch: [17][372/553] Time 2.457 Data 0.001 Err 0.9651 top1 27.344 top5 10.938 | Epoch: [17][373/553] Time 2.447 Data 0.001 Err 0.9500 top1 28.125 top5 9.375 | Epoch: [17][374/553] Time 2.440 Data 0.001 Err 0.7223 top1 21.094 top5 3.906 | Epoch: [17][375/553] Time 2.437 Data 0.001 Err 1.0864 top1 28.125 top5 7.812 | Epoch: [17][376/553] Time 2.435 Data 0.001 Err 0.7322 top1 17.969 top5 5.469 | Epoch: [17][377/553] Time 2.437 Data 0.001 Err 0.8839 top1 29.688 top5 8.594 | Epoch: [17][378/553] Time 2.446 Data 0.001 Err 1.0836 top1 26.562 top5 10.938 | Epoch: [17][379/553] Time 2.439 Data 0.001 Err 0.9516 top1 29.688 top5 7.812 | Epoch: [17][380/553] Time 2.451 Data 0.001 Err 0.9532 top1 26.562 top5 9.375 | Epoch: [17][381/553] Time 2.442 Data 0.001 Err 0.7433 top1 23.438 top5 7.031 | Epoch: [17][382/553] Time 2.431 Data 0.001 Err 0.6830 top1 21.094 top5 3.125 | Epoch: [17][383/553] Time 2.458 Data 0.001 Err 0.8236 top1 21.094 top5 8.594 | Epoch: [17][384/553] Time 2.504 Data 0.001 Err 0.8998 top1 23.438 top5 7.812 | Epoch: [17][385/553] Time 2.465 Data 0.001 Err 0.7353 top1 21.094 top5 5.469 | Epoch: [17][386/553] Time 2.463 Data 0.001 Err 0.8177 top1 25.000 top5 7.031 | Epoch: [17][387/553] Time 2.480 Data 0.001 Err 1.0221 top1 28.125 top5 10.156 | Epoch: [17][388/553] Time 2.435 Data 0.001 Err 0.7992 top1 22.656 top5 7.031 | Epoch: [17][389/553] Time 2.434 Data 0.001 Err 0.6125 top1 17.188 top5 2.344 | Epoch: [17][390/553] Time 2.473 Data 0.001 Err 0.8262 top1 23.438 top5 5.469 | Epoch: [17][391/553] Time 2.435 Data 0.001 Err 1.0707 top1 25.781 top5 10.938 | Epoch: [17][392/553] Time 2.499 Data 0.001 Err 0.8828 top1 23.438 top5 10.156 | Epoch: [17][393/553] Time 2.438 Data 0.001 Err 0.8370 top1 23.438 top5 7.812 | Epoch: [17][394/553] Time 2.508 Data 0.001 Err 1.0621 top1 29.688 top5 9.375 | Epoch: [17][395/553] Time 2.440 Data 0.001 Err 0.9362 top1 25.781 top5 9.375 | Epoch: [17][396/553] Time 2.436 Data 0.001 Err 0.7828 top1 24.219 top5 5.469 | Epoch: [17][397/553] Time 2.447 Data 0.001 Err 0.9560 top1 25.781 top5 7.812 | Epoch: [17][398/553] Time 2.442 Data 0.001 Err 0.9227 top1 24.219 top5 10.156 | Epoch: [17][399/553] Time 2.443 Data 0.001 Err 1.1122 top1 29.688 top5 10.156 | Epoch: [17][400/553] Time 2.433 Data 0.001 Err 0.7904 top1 21.094 top5 6.250 | Epoch: [17][401/553] Time 2.445 Data 0.001 Err 1.0823 top1 28.125 top5 9.375 | Epoch: [17][402/553] Time 2.436 Data 0.001 Err 0.8911 top1 19.531 top5 8.594 | Epoch: [17][403/553] Time 2.438 Data 0.001 Err 0.9929 top1 28.125 top5 10.156 | Epoch: [17][404/553] Time 2.454 Data 0.001 Err 0.8899 top1 26.562 top5 7.812 | Epoch: [17][405/553] Time 2.446 Data 0.001 Err 0.8561 top1 24.219 top5 7.031 | Epoch: [17][406/553] Time 2.437 Data 0.001 Err 0.8764 top1 20.312 top5 6.250 | Epoch: [17][407/553] Time 2.436 Data 0.001 Err 0.9725 top1 25.781 top5 10.156 | Epoch: [17][408/553] Time 2.482 Data 0.001 Err 0.7332 top1 18.750 top5 7.031 | Epoch: [17][409/553] Time 2.447 Data 0.001 Err 0.7515 top1 21.094 top5 6.250 | Epoch: [17][410/553] Time 2.436 Data 0.001 Err 0.7684 top1 21.875 top5 5.469 | Epoch: [17][411/553] Time 2.435 Data 0.001 Err 0.8226 top1 23.438 top5 4.688 | Epoch: [17][412/553] Time 2.477 Data 0.001 Err 0.9230 top1 27.344 top5 7.812 | Epoch: [17][413/553] Time 2.501 Data 0.001 Err 1.0138 top1 26.562 top5 9.375 | Epoch: [17][414/553] Time 2.440 Data 0.001 Err 1.2094 top1 33.594 top5 11.719 | Epoch: [17][415/553] Time 2.440 Data 0.001 Err 0.9609 top1 23.438 top5 8.594 | Epoch: [17][416/553] Time 2.443 Data 0.001 Err 0.7532 top1 18.750 top5 7.812 | Epoch: [17][417/553] Time 2.452 Data 0.001 Err 0.8063 top1 24.219 top5 3.906 | Epoch: [17][418/553] Time 2.488 Data 0.001 Err 0.9035 top1 26.562 top5 7.031 | Epoch: [17][419/553] Time 2.447 Data 0.001 Err 0.9139 top1 23.438 top5 7.031 | Epoch: [17][420/553] Time 2.441 Data 0.001 Err 1.1769 top1 25.781 top5 11.719 | Epoch: [17][421/553] Time 2.439 Data 0.001 Err 0.6540 top1 21.875 top5 2.344 | Epoch: [17][422/553] Time 2.434 Data 0.000 Err 1.1628 top1 26.562 top5 11.719 | Epoch: [17][423/553] Time 2.438 Data 0.001 Err 0.9806 top1 25.781 top5 10.156 | Epoch: [17][424/553] Time 2.435 Data 0.001 Err 0.9979 top1 27.344 top5 11.719 | Epoch: [17][425/553] Time 2.433 Data 0.001 Err 0.8462 top1 22.656 top5 7.031 | Epoch: [17][426/553] Time 2.441 Data 0.001 Err 0.9020 top1 20.312 top5 7.812 | Epoch: [17][427/553] Time 2.441 Data 0.001 Err 0.8308 top1 25.781 top5 4.688 | Epoch: [17][428/553] Time 2.444 Data 0.001 Err 0.7266 top1 22.656 top5 3.125 | Epoch: [17][429/553] Time 2.445 Data 0.001 Err 1.1850 top1 29.688 top5 10.156 | Epoch: [17][430/553] Time 2.438 Data 0.001 Err 0.7755 top1 17.188 top5 7.031 | Epoch: [17][431/553] Time 2.439 Data 0.001 Err 0.9196 top1 25.000 top5 9.375 | Epoch: [17][432/553] Time 2.464 Data 0.001 Err 0.9006 top1 22.656 top5 7.031 | Epoch: [17][433/553] Time 2.447 Data 0.001 Err 0.7043 top1 18.750 top5 3.906 | Epoch: [17][434/553] Time 2.435 Data 0.001 Err 0.8062 top1 19.531 top5 7.812 | Epoch: [17][435/553] Time 2.448 Data 0.001 Err 0.6682 top1 17.188 top5 4.688 | Epoch: [17][436/553] Time 2.438 Data 0.001 Err 1.2169 top1 27.344 top5 11.719 | Epoch: [17][437/553] Time 2.459 Data 0.001 Err 0.7452 top1 22.656 top5 3.906 | Epoch: [17][438/553] Time 2.434 Data 0.001 Err 0.7402 top1 18.750 top5 5.469 | Epoch: [17][439/553] Time 2.450 Data 0.001 Err 1.0328 top1 24.219 top5 10.156 | Epoch: [17][440/553] Time 2.463 Data 0.001 Err 0.9460 top1 23.438 top5 7.031 | Epoch: [17][441/553] Time 2.450 Data 0.001 Err 0.8929 top1 22.656 top5 7.812 | Epoch: [17][442/553] Time 2.449 Data 0.001 Err 0.9771 top1 24.219 top5 5.469 | Epoch: [17][443/553] Time 2.445 Data 0.001 Err 0.8214 top1 22.656 top5 7.812 | Epoch: [17][444/553] Time 2.470 Data 0.001 Err 1.2129 top1 35.938 top5 11.719 | Epoch: [17][445/553] Time 2.452 Data 0.001 Err 0.6234 top1 14.062 top5 4.688 | Epoch: [17][446/553] Time 2.446 Data 0.001 Err 0.9968 top1 24.219 top5 9.375 | Epoch: [17][447/553] Time 2.442 Data 0.001 Err 0.7993 top1 17.969 top5 6.250 | Epoch: [17][448/553] Time 2.437 Data 0.001 Err 0.7711 top1 21.875 top5 3.906 | Epoch: [17][449/553] Time 2.440 Data 0.001 Err 0.8382 top1 19.531 top5 10.938 | Epoch: [17][450/553] Time 2.439 Data 0.001 Err 0.6585 top1 17.188 top5 4.688 | Epoch: [17][451/553] Time 2.441 Data 0.001 Err 0.9495 top1 27.344 top5 7.812 | Epoch: [17][452/553] Time 2.447 Data 0.001 Err 1.0249 top1 25.781 top5 5.469 | Epoch: [17][453/553] Time 2.438 Data 0.001 Err 0.7917 top1 21.875 top5 7.031 | Epoch: [17][454/553] Time 2.438 Data 0.001 Err 0.9900 top1 23.438 top5 10.938 | Epoch: [17][455/553] Time 2.488 Data 0.001 Err 0.7980 top1 19.531 top5 6.250 | Epoch: [17][456/553] Time 2.476 Data 0.001 Err 0.7749 top1 18.750 top5 3.906 | Epoch: [17][457/553] Time 2.436 Data 0.001 Err 1.3306 top1 32.031 top5 11.719 | Epoch: [17][458/553] Time 2.437 Data 0.001 Err 0.9306 top1 25.000 top5 10.156 | Epoch: [17][459/553] Time 2.436 Data 0.001 Err 0.6901 top1 17.188 top5 5.469 | Epoch: [17][460/553] Time 2.435 Data 0.001 Err 1.0140 top1 29.688 top5 10.938 | Epoch: [17][461/553] Time 2.487 Data 0.001 Err 0.8129 top1 17.969 top5 6.250 | Epoch: [17][462/553] Time 2.439 Data 0.001 Err 1.0675 top1 34.375 top5 11.719 | Epoch: [17][463/553] Time 2.455 Data 0.001 Err 0.8594 top1 20.312 top5 6.250 | Epoch: [17][464/553] Time 2.464 Data 0.001 Err 1.0107 top1 27.344 top5 10.156 | Epoch: [17][465/553] Time 2.448 Data 0.001 Err 0.9265 top1 23.438 top5 7.812 | Epoch: [17][466/553] Time 2.471 Data 0.001 Err 1.0884 top1 28.906 top5 10.938 | Epoch: [17][467/553] Time 2.444 Data 0.001 Err 0.7485 top1 21.094 top5 6.250 | Epoch: [17][468/553] Time 2.513 Data 0.001 Err 0.9382 top1 22.656 top5 10.156 | Epoch: [17][469/553] Time 2.447 Data 0.001 Err 0.7491 top1 21.875 top5 7.031 | Epoch: [17][470/553] Time 2.452 Data 0.000 Err 0.7025 top1 17.969 top5 5.469 | Epoch: [17][471/553] Time 2.433 Data 0.001 Err 0.9497 top1 22.656 top5 8.594 | Epoch: [17][472/553] Time 2.465 Data 0.001 Err 0.7037 top1 20.312 top5 5.469 | Epoch: [17][473/553] Time 2.439 Data 0.001 Err 0.8374 top1 20.312 top5 10.156 | Epoch: [17][474/553] Time 2.453 Data 0.001 Err 0.6840 top1 19.531 top5 3.906 | Epoch: [17][475/553] Time 2.448 Data 0.001 Err 0.9474 top1 23.438 top5 10.938 | Epoch: [17][476/553] Time 2.514 Data 0.001 Err 0.9090 top1 21.875 top5 7.812 | Epoch: [17][477/553] Time 2.441 Data 0.001 Err 1.0845 top1 27.344 top5 8.594 | Epoch: [17][478/553] Time 2.478 Data 0.001 Err 0.8954 top1 22.656 top5 10.938 | Epoch: [17][479/553] Time 2.485 Data 0.001 Err 0.8903 top1 24.219 top5 7.812 | Epoch: [17][480/553] Time 2.511 Data 0.001 Err 0.8717 top1 22.656 top5 7.812 | Epoch: [17][481/553] Time 2.444 Data 0.001 Err 0.7895 top1 22.656 top5 6.250 | Epoch: [17][482/553] Time 2.441 Data 0.001 Err 0.7713 top1 19.531 top5 7.812 | Epoch: [17][483/553] Time 2.444 Data 0.001 Err 0.8938 top1 26.562 top5 7.031 | Epoch: [17][484/553] Time 2.446 Data 0.003 Err 1.0606 top1 27.344 top5 10.938 | Epoch: [17][485/553] Time 2.477 Data 0.001 Err 0.9861 top1 27.344 top5 10.156 | Epoch: [17][486/553] Time 2.442 Data 0.001 Err 0.9644 top1 26.562 top5 8.594 | Epoch: [17][487/553] Time 2.450 Data 0.001 Err 0.8482 top1 22.656 top5 6.250 | Epoch: [17][488/553] Time 2.440 Data 0.001 Err 0.8116 top1 23.438 top5 4.688 | Epoch: [17][489/553] Time 2.451 Data 0.000 Err 0.8409 top1 25.000 top5 8.594 | Epoch: [17][490/553] Time 2.440 Data 0.001 Err 0.6790 top1 18.750 top5 5.469 | Epoch: [17][491/553] Time 2.435 Data 0.001 Err 0.9143 top1 23.438 top5 11.719 | Epoch: [17][492/553] Time 2.501 Data 0.001 Err 0.9774 top1 27.344 top5 9.375 | Epoch: [17][493/553] Time 2.481 Data 0.001 Err 0.6072 top1 16.406 top5 4.688 | Epoch: [17][494/553] Time 2.480 Data 0.001 Err 1.1162 top1 27.344 top5 10.156 | Epoch: [17][495/553] Time 2.463 Data 0.001 Err 1.0930 top1 26.562 top5 11.719 | Epoch: [17][496/553] Time 2.451 Data 0.001 Err 0.9575 top1 28.906 top5 8.594 | Epoch: [17][497/553] Time 2.523 Data 0.001 Err 0.9794 top1 22.656 top5 10.156 | Epoch: [17][498/553] Time 2.441 Data 0.001 Err 0.7300 top1 20.312 top5 7.031 | Epoch: [17][499/553] Time 2.447 Data 0.001 Err 1.0660 top1 32.031 top5 7.812 | Epoch: [17][500/553] Time 2.459 Data 0.001 Err 0.7789 top1 24.219 top5 7.031 | Epoch: [17][501/553] Time 2.469 Data 0.001 Err 1.1766 top1 32.031 top5 14.062 | Epoch: [17][502/553] Time 2.443 Data 0.001 Err 1.2802 top1 27.344 top5 13.281 | Epoch: [17][503/553] Time 2.448 Data 0.001 Err 0.9607 top1 26.562 top5 6.250 | Epoch: [17][504/553] Time 2.472 Data 0.001 Err 0.8868 top1 21.094 top5 7.031 | Epoch: [17][505/553] Time 2.466 Data 0.001 Err 0.9316 top1 23.438 top5 8.594 | Epoch: [17][506/553] Time 2.441 Data 0.001 Err 0.9612 top1 26.562 top5 9.375 | Epoch: [17][507/553] Time 2.477 Data 0.001 Err 0.9831 top1 23.438 top5 10.156 | Epoch: [17][508/553] Time 2.502 Data 0.000 Err 0.9316 top1 25.781 top5 9.375 | Epoch: [17][509/553] Time 2.511 Data 0.001 Err 0.8842 top1 22.656 top5 9.375 | Epoch: [17][510/553] Time 2.433 Data 0.000 Err 0.9360 top1 22.656 top5 10.156 | Epoch: [17][511/553] Time 2.443 Data 0.001 Err 0.8871 top1 25.000 top5 7.812 | Epoch: [17][512/553] Time 2.470 Data 0.001 Err 1.0402 top1 25.000 top5 9.375 | Epoch: [17][513/553] Time 2.473 Data 0.001 Err 0.8646 top1 23.438 top5 7.031 | Epoch: [17][514/553] Time 2.440 Data 0.001 Err 0.8691 top1 25.000 top5 5.469 | Epoch: [17][515/553] Time 2.454 Data 0.001 Err 1.1851 top1 36.719 top5 10.938 | Epoch: [17][516/553] Time 2.470 Data 0.001 Err 0.8478 top1 25.000 top5 7.031 | Epoch: [17][517/553] Time 2.462 Data 0.001 Err 0.9109 top1 27.344 top5 9.375 | Epoch: [17][518/553] Time 2.451 Data 0.001 Err 0.7003 top1 17.969 top5 4.688 | Epoch: [17][519/553] Time 2.470 Data 0.001 Err 0.8663 top1 26.562 top5 7.812 | Epoch: [17][520/553] Time 2.469 Data 0.001 Err 0.7392 top1 21.875 top5 7.031 | Epoch: [17][521/553] Time 2.467 Data 0.001 Err 0.8218 top1 24.219 top5 7.031 | Epoch: [17][522/553] Time 2.479 Data 0.001 Err 1.0359 top1 25.000 top5 10.938 | Epoch: [17][523/553] Time 2.438 Data 0.001 Err 0.8360 top1 22.656 top5 1.562 | Epoch: [17][524/553] Time 2.501 Data 0.001 Err 0.9405 top1 26.562 top5 7.812 | Epoch: [17][525/553] Time 2.460 Data 0.000 Err 0.9552 top1 26.562 top5 8.594 | Epoch: [17][526/553] Time 2.434 Data 0.001 Err 1.1873 top1 28.906 top5 12.500 | Epoch: [17][527/553] Time 2.442 Data 0.001 Err 0.9721 top1 27.344 top5 7.812 | Epoch: [17][528/553] Time 2.439 Data 0.001 Err 0.8277 top1 20.312 top5 7.812 | Epoch: [17][529/553] Time 2.463 Data 0.001 Err 1.0329 top1 27.344 top5 13.281 | Epoch: [17][530/553] Time 2.442 Data 0.001 Err 0.7641 top1 22.656 top5 7.812 | Epoch: [17][531/553] Time 2.436 Data 0.001 Err 1.0399 top1 30.469 top5 9.375 | Epoch: [17][532/553] Time 2.494 Data 0.001 Err 0.7887 top1 21.094 top5 5.469 | Epoch: [17][533/553] Time 2.456 Data 0.001 Err 0.9432 top1 28.125 top5 9.375 | Epoch: [17][534/553] Time 2.431 Data 0.001 Err 0.7667 top1 19.531 top5 3.125 | Epoch: [17][535/553] Time 2.444 Data 0.001 Err 1.0333 top1 26.562 top5 10.156 | Epoch: [17][536/553] Time 2.433 Data 0.001 Err 0.8021 top1 23.438 top5 5.469 | Epoch: [17][537/553] Time 2.469 Data 0.001 Err 0.8943 top1 26.562 top5 7.031 | Epoch: [17][538/553] Time 2.474 Data 0.001 Err 1.0320 top1 28.125 top5 7.812 | Epoch: [17][539/553] Time 2.438 Data 0.001 Err 0.9347 top1 21.875 top5 7.812 | Epoch: [17][540/553] Time 2.454 Data 0.001 Err 1.0653 top1 28.125 top5 9.375 | Epoch: [17][541/553] Time 2.476 Data 0.001 Err 0.9010 top1 25.000 top5 8.594 | Epoch: [17][542/553] Time 2.443 Data 0.001 Err 0.9800 top1 22.656 top5 9.375 | Epoch: [17][543/553] Time 2.438 Data 0.000 Err 0.9286 top1 20.312 top5 8.594 | Epoch: [17][544/553] Time 2.438 Data 0.000 Err 1.2192 top1 31.250 top5 15.625 | Epoch: [17][545/553] Time 2.506 Data 0.000 Err 0.8635 top1 25.781 top5 5.469 | Epoch: [17][546/553] Time 2.452 Data 0.000 Err 0.9153 top1 25.781 top5 8.594 | Epoch: [17][547/553] Time 2.438 Data 0.000 Err 0.7898 top1 21.875 top5 4.688 | Epoch: [17][548/553] Time 2.440 Data 0.000 Err 1.0550 top1 27.344 top5 7.812 | Epoch: [17][549/553] Time 2.436 Data 0.000 Err 0.7513 top1 17.969 top5 7.031 | Epoch: [17][550/553] Time 2.474 Data 0.000 Err 0.9346 top1 27.344 top5 9.375 | Epoch: [17][551/553] Time 2.438 Data 0.000 Err 0.6091 top1 14.844 top5 3.906 | Epoch: [17][552/553] Time 2.436 Data 0.000 Err 0.9715 top1 23.438 top5 9.375 | Epoch: [17][553/553] Time 1.021 Data 0.000 Err 0.7211 top1 22.727 top5 6.818 | Test: [17][1/198] Time 2.589 Data 1.870 top1 21.094 ( 21.094) top5 5.469 ( 5.469) | Test: [17][2/198] Time 0.759 Data 0.001 top1 32.031 ( 26.562) top5 11.719 ( 8.594) | Test: [17][3/198] Time 0.719 Data 0.000 top1 30.469 ( 27.865) top5 5.469 ( 7.552) | Test: [17][4/198] Time 0.716 Data 0.003 top1 31.250 ( 28.711) top5 10.156 ( 8.203) | Test: [17][5/198] Time 0.715 Data 0.001 top1 29.688 ( 28.906) top5 6.250 ( 7.812) | Test: [17][6/198] Time 0.714 Data 0.001 top1 30.469 ( 29.167) top5 12.500 ( 8.594) | Test: [17][7/198] Time 0.714 Data 0.001 top1 27.344 ( 28.906) top5 11.719 ( 9.040) | Test: [17][8/198] Time 0.716 Data 0.001 top1 24.219 ( 28.320) top5 7.031 ( 8.789) | Test: [17][9/198] Time 0.718 Data 0.001 top1 32.031 ( 28.733) top5 10.156 ( 8.941) | Test: [17][10/198] Time 0.742 Data 0.001 top1 25.781 ( 28.438) top5 7.031 ( 8.750) | Test: [17][11/198] Time 0.727 Data 0.001 top1 28.125 ( 28.409) top5 7.812 ( 8.665) | Test: [17][12/198] Time 0.721 Data 0.001 top1 25.000 ( 28.125) top5 8.594 ( 8.659) | Test: [17][13/198] Time 0.718 Data 0.001 top1 26.562 ( 28.005) top5 10.156 ( 8.774) | Test: [17][14/198] Time 0.711 Data 0.001 top1 32.031 ( 28.292) top5 7.812 ( 8.705) | Test: [17][15/198] Time 0.725 Data 0.001 top1 25.000 ( 28.073) top5 7.812 ( 8.646) | Test: [17][16/198] Time 0.731 Data 0.001 top1 21.875 ( 27.686) top5 5.469 ( 8.447) | Test: [17][17/198] Time 0.729 Data 0.001 top1 23.438 ( 27.436) top5 3.125 ( 8.134) | Test: [17][18/198] Time 0.719 Data 0.001 top1 25.781 ( 27.344) top5 8.594 ( 8.160) | Test: [17][19/198] Time 0.729 Data 0.001 top1 28.125 ( 27.385) top5 7.031 ( 8.100) | Test: [17][20/198] Time 0.720 Data 0.001 top1 28.125 ( 27.422) top5 9.375 ( 8.164) | Test: [17][21/198] Time 0.740 Data 0.001 top1 25.781 ( 27.344) top5 7.031 ( 8.110) | Test: [17][22/198] Time 0.739 Data 0.001 top1 19.531 ( 26.989) top5 4.688 ( 7.955) | Test: [17][23/198] Time 0.736 Data 0.001 top1 18.750 ( 26.630) top5 4.688 ( 7.812) | Test: [17][24/198] Time 0.726 Data 0.001 top1 28.906 ( 26.725) top5 7.812 ( 7.812) | Test: [17][25/198] Time 0.722 Data 0.001 top1 20.312 ( 26.469) top5 6.250 ( 7.750) | Test: [17][26/198] Time 0.724 Data 0.001 top1 23.438 ( 26.352) top5 9.375 ( 7.812) | Test: [17][27/198] Time 0.791 Data 0.002 top1 32.031 ( 26.562) top5 8.594 ( 7.841) | Test: [17][28/198] Time 0.802 Data 0.001 top1 21.875 ( 26.395) top5 2.344 ( 7.645) | Test: [17][29/198] Time 0.730 Data 0.001 top1 20.312 ( 26.185) top5 6.250 ( 7.597) | Test: [17][30/198] Time 0.720 Data 0.001 top1 25.000 ( 26.146) top5 7.812 ( 7.604) | Test: [17][31/198] Time 0.747 Data 0.001 top1 28.906 ( 26.235) top5 11.719 ( 7.737) | Test: [17][32/198] Time 0.732 Data 0.001 top1 22.656 ( 26.123) top5 8.594 ( 7.764) | Test: [17][33/198] Time 0.733 Data 0.002 top1 22.656 ( 26.018) top5 6.250 ( 7.718) | Test: [17][34/198] Time 0.730 Data 0.001 top1 35.938 ( 26.310) top5 14.844 ( 7.927) | Test: [17][35/198] Time 0.720 Data 0.001 top1 25.000 ( 26.272) top5 5.469 ( 7.857) | Test: [17][36/198] Time 0.727 Data 0.001 top1 30.469 ( 26.389) top5 8.594 ( 7.878) | Test: [17][37/198] Time 0.718 Data 0.001 top1 28.906 ( 26.457) top5 11.719 ( 7.981) | Test: [17][38/198] Time 0.713 Data 0.001 top1 20.312 ( 26.295) top5 5.469 ( 7.915) | Test: [17][39/198] Time 0.729 Data 0.001 top1 27.344 ( 26.322) top5 12.500 ( 8.033) | Test: [17][40/198] Time 0.719 Data 0.001 top1 18.750 ( 26.133) top5 10.938 ( 8.105) | Test: [17][41/198] Time 0.716 Data 0.001 top1 27.344 ( 26.162) top5 7.031 ( 8.079) | Test: [17][42/198] Time 0.717 Data 0.001 top1 25.000 ( 26.135) top5 7.031 ( 8.054) | Test: [17][43/198] Time 0.720 Data 0.001 top1 22.656 ( 26.054) top5 7.031 ( 8.031) | Test: [17][44/198] Time 0.722 Data 0.001 top1 26.562 ( 26.065) top5 11.719 ( 8.114) | Test: [17][45/198] Time 0.722 Data 0.001 top1 20.312 ( 25.938) top5 6.250 ( 8.073) | Test: [17][46/198] Time 0.723 Data 0.001 top1 23.438 ( 25.883) top5 4.688 ( 7.999) | Test: [17][47/198] Time 0.716 Data 0.001 top1 25.000 ( 25.864) top5 7.812 ( 7.995) | Test: [17][48/198] Time 0.724 Data 0.001 top1 30.469 ( 25.960) top5 12.500 ( 8.089) | Test: [17][49/198] Time 0.730 Data 0.000 top1 25.781 ( 25.957) top5 10.156 ( 8.131) | Test: [17][50/198] Time 0.732 Data 0.001 top1 32.031 ( 26.078) top5 12.500 ( 8.219) | Test: [17][51/198] Time 0.727 Data 0.001 top1 26.562 ( 26.088) top5 9.375 ( 8.241) | Test: [17][52/198] Time 0.720 Data 0.001 top1 21.875 ( 26.007) top5 3.906 ( 8.158) | Test: [17][53/198] Time 0.720 Data 0.001 top1 28.125 ( 26.047) top5 8.594 ( 8.166) | Test: [17][54/198] Time 0.718 Data 0.001 top1 32.031 ( 26.157) top5 7.031 ( 8.145) | Test: [17][55/198] Time 0.723 Data 0.001 top1 27.344 ( 26.179) top5 7.031 ( 8.125) | Test: [17][56/198] Time 0.733 Data 0.001 top1 25.000 ( 26.158) top5 6.250 ( 8.092) | Test: [17][57/198] Time 0.716 Data 0.001 top1 32.031 ( 26.261) top5 9.375 ( 8.114) | Test: [17][58/198] Time 0.774 Data 0.001 top1 23.438 ( 26.212) top5 7.812 ( 8.109) | Test: [17][59/198] Time 0.721 Data 0.001 top1 32.031 ( 26.311) top5 10.938 ( 8.157) | Test: [17][60/198] Time 0.765 Data 0.004 top1 22.656 ( 26.250) top5 7.031 ( 8.138) | Test: [17][61/198] Time 0.712 Data 0.001 top1 21.094 ( 26.165) top5 10.156 ( 8.171) | Test: [17][62/198] Time 0.731 Data 0.001 top1 25.781 ( 26.159) top5 6.250 ( 8.140) | Test: [17][63/198] Time 0.720 Data 0.001 top1 35.156 ( 26.302) top5 9.375 ( 8.160) | Test: [17][64/198] Time 0.718 Data 0.001 top1 21.875 ( 26.233) top5 5.469 ( 8.118) | Test: [17][65/198] Time 0.720 Data 0.001 top1 24.219 ( 26.202) top5 7.031 ( 8.101) | Test: [17][66/198] Time 0.719 Data 0.001 top1 26.562 ( 26.207) top5 10.156 ( 8.132) | Test: [17][67/198] Time 0.717 Data 0.001 top1 27.344 ( 26.224) top5 7.031 ( 8.116) | Test: [17][68/198] Time 0.717 Data 0.001 top1 30.469 ( 26.287) top5 8.594 ( 8.123) | Test: [17][69/198] Time 0.713 Data 0.001 top1 25.781 ( 26.279) top5 5.469 ( 8.084) | Test: [17][70/198] Time 0.738 Data 0.001 top1 28.906 ( 26.317) top5 9.375 ( 8.103) | Test: [17][71/198] Time 0.719 Data 0.001 top1 25.781 ( 26.309) top5 9.375 ( 8.121) | Test: [17][72/198] Time 0.718 Data 0.001 top1 27.344 ( 26.324) top5 8.594 ( 8.127) | Test: [17][73/198] Time 0.711 Data 0.001 top1 21.875 ( 26.263) top5 5.469 ( 8.091) | Test: [17][74/198] Time 0.714 Data 0.001 top1 27.344 ( 26.277) top5 8.594 ( 8.098) | Test: [17][75/198] Time 0.721 Data 0.001 top1 25.781 ( 26.271) top5 7.031 ( 8.083) | Test: [17][76/198] Time 0.714 Data 0.001 top1 22.656 ( 26.223) top5 6.250 ( 8.059) | Test: [17][77/198] Time 0.727 Data 0.001 top1 28.906 ( 26.258) top5 11.719 ( 8.107) | Test: [17][78/198] Time 0.719 Data 0.001 top1 18.750 ( 26.162) top5 9.375 ( 8.123) | Test: [17][79/198] Time 0.719 Data 0.001 top1 16.406 ( 26.038) top5 3.906 ( 8.070) | Test: [17][80/198] Time 0.726 Data 0.001 top1 24.219 ( 26.016) top5 4.688 ( 8.027) | Test: [17][81/198] Time 0.723 Data 0.001 top1 28.125 ( 26.042) top5 10.156 ( 8.054) | Test: [17][82/198] Time 0.712 Data 0.001 top1 28.906 ( 26.077) top5 10.156 ( 8.079) | Test: [17][83/198] Time 0.728 Data 0.001 top1 21.875 ( 26.026) top5 5.469 ( 8.048) | Test: [17][84/198] Time 0.721 Data 0.001 top1 28.906 ( 26.060) top5 7.812 ( 8.045) | Test: [17][85/198] Time 0.723 Data 0.001 top1 25.000 ( 26.048) top5 7.812 ( 8.042) | Test: [17][86/198] Time 0.722 Data 0.001 top1 35.156 ( 26.154) top5 10.156 ( 8.067) | Test: [17][87/198] Time 0.727 Data 0.001 top1 29.688 ( 26.194) top5 12.500 ( 8.118) | Test: [17][88/198] Time 0.728 Data 0.001 top1 32.031 ( 26.261) top5 12.500 ( 8.168) | Test: [17][89/198] Time 0.718 Data 0.001 top1 22.656 ( 26.220) top5 4.688 ( 8.129) | Test: [17][90/198] Time 0.715 Data 0.001 top1 27.344 ( 26.233) top5 8.594 ( 8.134) | Test: [17][91/198] Time 0.741 Data 0.001 top1 25.000 ( 26.219) top5 7.812 ( 8.130) | Test: [17][92/198] Time 0.717 Data 0.001 top1 28.125 ( 26.240) top5 7.031 ( 8.118) | Test: [17][93/198] Time 0.717 Data 0.001 top1 28.125 ( 26.260) top5 8.594 ( 8.123) | Test: [17][94/198] Time 0.737 Data 0.001 top1 21.875 ( 26.213) top5 7.812 ( 8.120) | Test: [17][95/198] Time 0.731 Data 0.001 top1 23.438 ( 26.184) top5 3.906 ( 8.076) | Test: [17][96/198] Time 0.726 Data 0.001 top1 35.938 ( 26.286) top5 11.719 ( 8.114) | Test: [17][97/198] Time 0.716 Data 0.001 top1 32.031 ( 26.345) top5 7.812 ( 8.111) | Test: [17][98/198] Time 0.713 Data 0.001 top1 25.000 ( 26.331) top5 7.812 ( 8.107) | Test: [17][99/198] Time 0.715 Data 0.001 top1 17.969 ( 26.247) top5 3.125 ( 8.057) | Test: [17][100/198] Time 0.727 Data 0.001 top1 27.344 ( 26.258) top5 6.250 ( 8.039) | Test: [17][101/198] Time 0.729 Data 0.001 top1 29.688 ( 26.292) top5 7.031 ( 8.029) | Test: [17][102/198] Time 0.717 Data 0.001 top1 22.656 ( 26.256) top5 5.469 ( 8.004) | Test: [17][103/198] Time 0.723 Data 0.001 top1 24.219 ( 26.236) top5 5.469 ( 7.979) | Test: [17][104/198] Time 0.714 Data 0.001 top1 26.562 ( 26.239) top5 7.812 ( 7.978) | Test: [17][105/198] Time 0.712 Data 0.001 top1 31.250 ( 26.287) top5 12.500 ( 8.021) | Test: [17][106/198] Time 0.726 Data 0.001 top1 20.312 ( 26.231) top5 5.469 ( 7.997) | Test: [17][107/198] Time 0.714 Data 0.001 top1 29.688 ( 26.263) top5 5.469 ( 7.973) | Test: [17][108/198] Time 0.716 Data 0.001 top1 31.250 ( 26.309) top5 10.938 ( 8.001) | Test: [17][109/198] Time 0.725 Data 0.001 top1 23.438 ( 26.283) top5 7.031 ( 7.992) | Test: [17][110/198] Time 0.730 Data 0.001 top1 24.219 ( 26.264) top5 7.031 ( 7.983) | Test: [17][111/198] Time 0.723 Data 0.001 top1 28.125 ( 26.281) top5 10.938 ( 8.010) | Test: [17][112/198] Time 0.733 Data 0.001 top1 25.000 ( 26.270) top5 8.594 ( 8.015) | Test: [17][113/198] Time 0.727 Data 0.001 top1 35.156 ( 26.348) top5 13.281 ( 8.061) | Test: [17][114/198] Time 0.721 Data 0.001 top1 27.344 ( 26.357) top5 8.594 ( 8.066) | Test: [17][115/198] Time 0.717 Data 0.001 top1 34.375 ( 26.427) top5 13.281 ( 8.111) | Test: [17][116/198] Time 0.751 Data 0.001 top1 28.906 ( 26.448) top5 6.250 ( 8.095) | Test: [17][117/198] Time 0.731 Data 0.001 top1 25.781 ( 26.442) top5 9.375 ( 8.106) | Test: [17][118/198] Time 0.736 Data 0.002 top1 20.312 ( 26.390) top5 6.250 ( 8.091) | Test: [17][119/198] Time 0.734 Data 0.001 top1 23.438 ( 26.366) top5 7.812 ( 8.088) | Test: [17][120/198] Time 0.720 Data 0.001 top1 31.250 ( 26.406) top5 12.500 ( 8.125) | Test: [17][121/198] Time 0.717 Data 0.001 top1 26.562 ( 26.408) top5 7.031 ( 8.116) | Test: [17][122/198] Time 0.734 Data 0.001 top1 25.000 ( 26.396) top5 4.688 ( 8.088) | Test: [17][123/198] Time 0.714 Data 0.001 top1 32.812 ( 26.448) top5 10.156 ( 8.105) | Test: [17][124/198] Time 0.723 Data 0.001 top1 25.781 ( 26.443) top5 7.031 ( 8.096) | Test: [17][125/198] Time 0.717 Data 0.001 top1 18.750 ( 26.381) top5 6.250 ( 8.081) | Test: [17][126/198] Time 0.721 Data 0.000 top1 28.125 ( 26.395) top5 9.375 ( 8.092) | Test: [17][127/198] Time 0.717 Data 0.001 top1 24.219 ( 26.378) top5 4.688 ( 8.065) | Test: [17][128/198] Time 0.729 Data 0.001 top1 29.688 ( 26.404) top5 8.594 ( 8.069) | Test: [17][129/198] Time 0.722 Data 0.001 top1 23.438 ( 26.381) top5 7.031 ( 8.061) | Test: [17][130/198] Time 0.715 Data 0.001 top1 24.219 ( 26.364) top5 5.469 ( 8.041) | Test: [17][131/198] Time 0.723 Data 0.001 top1 25.000 ( 26.354) top5 5.469 ( 8.021) | Test: [17][132/198] Time 0.714 Data 0.001 top1 30.469 ( 26.385) top5 8.594 ( 8.026) | Test: [17][133/198] Time 0.715 Data 0.001 top1 25.781 ( 26.380) top5 11.719 ( 8.053) | Test: [17][134/198] Time 0.716 Data 0.001 top1 26.562 ( 26.382) top5 9.375 ( 8.063) | Test: [17][135/198] Time 0.716 Data 0.001 top1 26.562 ( 26.383) top5 8.594 ( 8.067) | Test: [17][136/198] Time 0.720 Data 0.001 top1 28.125 ( 26.396) top5 10.156 ( 8.082) | Test: [17][137/198] Time 0.726 Data 0.001 top1 24.219 ( 26.380) top5 7.812 ( 8.081) | Test: [17][138/198] Time 0.732 Data 0.001 top1 27.344 ( 26.387) top5 8.594 ( 8.084) | Test: [17][139/198] Time 0.720 Data 0.001 top1 29.688 ( 26.411) top5 11.719 ( 8.110) | Test: [17][140/198] Time 0.731 Data 0.002 top1 29.688 ( 26.434) top5 11.719 ( 8.136) | Test: [17][141/198] Time 0.717 Data 0.001 top1 31.250 ( 26.468) top5 5.469 ( 8.117) | Test: [17][142/198] Time 0.716 Data 0.001 top1 25.781 ( 26.463) top5 8.594 ( 8.121) | Test: [17][143/198] Time 0.723 Data 0.001 top1 21.094 ( 26.426) top5 3.125 ( 8.086) | Test: [17][144/198] Time 0.717 Data 0.001 top1 27.344 ( 26.432) top5 3.125 ( 8.051) | Test: [17][145/198] Time 0.722 Data 0.001 top1 28.906 ( 26.449) top5 8.594 ( 8.055) | Test: [17][146/198] Time 0.723 Data 0.001 top1 21.094 ( 26.413) top5 3.125 ( 8.021) | Test: [17][147/198] Time 0.712 Data 0.001 top1 28.125 ( 26.424) top5 6.250 ( 8.009) | Test: [17][148/198] Time 0.720 Data 0.001 top1 27.344 ( 26.431) top5 9.375 ( 8.018) | Test: [17][149/198] Time 0.731 Data 0.001 top1 29.688 ( 26.452) top5 8.594 ( 8.022) | Test: [17][150/198] Time 0.723 Data 0.001 top1 22.656 ( 26.427) top5 4.688 ( 8.000) | Test: [17][151/198] Time 0.724 Data 0.001 top1 28.125 ( 26.438) top5 8.594 ( 8.004) | Test: [17][152/198] Time 0.727 Data 0.001 top1 24.219 ( 26.424) top5 8.594 ( 8.008) | Test: [17][153/198] Time 0.728 Data 0.001 top1 29.688 ( 26.445) top5 10.938 ( 8.027) | Test: [17][154/198] Time 0.719 Data 0.001 top1 35.156 ( 26.502) top5 7.031 ( 8.020) | Test: [17][155/198] Time 0.719 Data 0.001 top1 21.875 ( 26.472) top5 5.469 ( 8.004) | Test: [17][156/198] Time 0.717 Data 0.001 top1 25.000 ( 26.462) top5 6.250 ( 7.993) | Test: [17][157/198] Time 0.721 Data 0.001 top1 19.531 ( 26.418) top5 5.469 ( 7.977) | Test: [17][158/198] Time 0.716 Data 0.001 top1 22.656 ( 26.394) top5 7.812 ( 7.976) | Test: [17][159/198] Time 0.717 Data 0.001 top1 28.906 ( 26.410) top5 5.469 ( 7.960) | Test: [17][160/198] Time 0.721 Data 0.002 top1 23.438 ( 26.392) top5 5.469 ( 7.944) | Test: [17][161/198] Time 0.716 Data 0.001 top1 25.781 ( 26.388) top5 7.812 ( 7.944) | Test: [17][162/198] Time 0.725 Data 0.001 top1 28.125 ( 26.399) top5 7.812 ( 7.943) | Test: [17][163/198] Time 0.724 Data 0.001 top1 20.312 ( 26.361) top5 6.250 ( 7.932) | Test: [17][164/198] Time 0.721 Data 0.001 top1 19.531 ( 26.320) top5 6.250 ( 7.922) | Test: [17][165/198] Time 0.719 Data 0.001 top1 20.312 ( 26.283) top5 7.031 ( 7.917) | Test: [17][166/198] Time 0.731 Data 0.001 top1 23.438 ( 26.266) top5 7.812 ( 7.916) | Test: [17][167/198] Time 0.731 Data 0.001 top1 26.562 ( 26.268) top5 10.156 ( 7.929) | Test: [17][168/198] Time 0.730 Data 0.001 top1 30.469 ( 26.293) top5 7.812 ( 7.929) | Test: [17][169/198] Time 0.737 Data 0.005 top1 21.875 ( 26.267) top5 4.688 ( 7.910) | Test: [17][170/198] Time 0.739 Data 0.001 top1 18.750 ( 26.222) top5 7.031 ( 7.904) | Test: [17][171/198] Time 0.723 Data 0.002 top1 31.250 ( 26.252) top5 12.500 ( 7.931) | Test: [17][172/198] Time 0.718 Data 0.001 top1 27.344 ( 26.258) top5 7.031 ( 7.926) | Test: [17][173/198] Time 0.721 Data 0.001 top1 22.656 ( 26.237) top5 7.812 ( 7.925) | Test: [17][174/198] Time 0.727 Data 0.002 top1 31.250 ( 26.266) top5 11.719 ( 7.947) | Test: [17][175/198] Time 0.728 Data 0.001 top1 32.031 ( 26.299) top5 5.469 ( 7.933) | Test: [17][176/198] Time 0.718 Data 0.001 top1 25.000 ( 26.292) top5 7.812 ( 7.932) | Test: [17][177/198] Time 0.730 Data 0.001 top1 23.438 ( 26.276) top5 5.469 ( 7.918) | Test: [17][178/198] Time 0.741 Data 0.001 top1 22.656 ( 26.255) top5 6.250 ( 7.909) | Test: [17][179/198] Time 0.713 Data 0.001 top1 18.750 ( 26.213) top5 5.469 ( 7.895) | Test: [17][180/198] Time 0.715 Data 0.001 top1 19.531 ( 26.176) top5 5.469 ( 7.882) | Test: [17][181/198] Time 0.713 Data 0.001 top1 23.438 ( 26.161) top5 6.250 ( 7.873) | Test: [17][182/198] Time 0.713 Data 0.001 top1 27.344 ( 26.168) top5 7.031 ( 7.868) | Test: [17][183/198] Time 0.718 Data 0.001 top1 25.781 ( 26.165) top5 9.375 ( 7.877) | Test: [17][184/198] Time 0.722 Data 0.001 top1 25.000 ( 26.159) top5 7.031 ( 7.872) | Test: [17][185/198] Time 0.726 Data 0.001 top1 28.906 ( 26.174) top5 7.812 ( 7.872) | Test: [17][186/198] Time 0.723 Data 0.001 top1 25.781 ( 26.172) top5 5.469 ( 7.859) | Test: [17][187/198] Time 0.718 Data 0.001 top1 23.438 ( 26.157) top5 10.156 ( 7.871) | Test: [17][188/198] Time 0.722 Data 0.000 top1 25.000 ( 26.151) top5 6.250 ( 7.862) | Test: [17][189/198] Time 0.719 Data 0.000 top1 21.875 ( 26.128) top5 1.562 ( 7.829) | Test: [17][190/198] Time 0.718 Data 0.000 top1 31.250 ( 26.155) top5 8.594 ( 7.833) | Test: [17][191/198] Time 0.725 Data 0.000 top1 21.094 ( 26.129) top5 3.906 ( 7.812) | Test: [17][192/198] Time 0.711 Data 0.000 top1 25.000 ( 26.123) top5 8.594 ( 7.817) | Test: [17][193/198] Time 0.717 Data 0.000 top1 25.000 ( 26.117) top5 4.688 ( 7.800) | Test: [17][194/198] Time 0.717 Data 0.000 top1 24.219 ( 26.107) top5 8.594 ( 7.804) | Test: [17][195/198] Time 0.721 Data 0.000 top1 28.906 ( 26.122) top5 7.031 ( 7.800) | Test: [17][196/198] Time 0.723 Data 0.000 top1 25.000 ( 26.116) top5 6.250 ( 7.793) | Test: [17][197/198] Time 0.257 Data 0.000 top1 11.765 ( 26.043) top5 2.941 ( 7.768) | Test: [17][198/198] Time 0.711 Data 0.001 top1 17.188 ( 25.998) top5 3.906 ( 7.748) * Finished epoch # 17 top1: 25.998 top5: 7.748 * Best model 25.998495989305 7.748440285205 Epoch 18 => Training epoch # 18 | Epoch: [18][1/553] Time 4.838 Data 2.340 Err 0.7227 top1 22.656 top5 7.812 | Epoch: [18][2/553] Time 2.464 Data 0.001 Err 0.8053 top1 20.312 top5 10.156 | Epoch: [18][3/553] Time 2.422 Data 0.001 Err 0.6861 top1 18.750 top5 7.031 | Epoch: [18][4/553] Time 2.440 Data 0.001 Err 0.8961 top1 22.656 top5 6.250 | Epoch: [18][5/553] Time 2.456 Data 0.001 Err 0.9071 top1 25.781 top5 7.031 | Epoch: [18][6/553] Time 2.427 Data 0.001 Err 0.8960 top1 23.438 top5 9.375 | Epoch: [18][7/553] Time 2.424 Data 0.001 Err 0.7055 top1 17.188 top5 6.250 | Epoch: [18][8/553] Time 2.456 Data 0.001 Err 0.8443 top1 25.781 top5 8.594 | Epoch: [18][9/553] Time 2.425 Data 0.001 Err 0.6425 top1 18.750 top5 3.125 | Epoch: [18][10/553] Time 2.443 Data 0.001 Err 0.9679 top1 24.219 top5 8.594 | Epoch: [18][11/553] Time 2.454 Data 0.001 Err 0.8522 top1 21.875 top5 7.812 | Epoch: [18][12/553] Time 2.464 Data 0.001 Err 0.8595 top1 27.344 top5 7.031 | Epoch: [18][13/553] Time 2.439 Data 0.000 Err 0.8745 top1 21.094 top5 5.469 | Epoch: [18][14/553] Time 2.432 Data 0.001 Err 0.8354 top1 21.875 top5 7.812 | Epoch: [18][15/553] Time 2.432 Data 0.000 Err 0.8990 top1 25.781 top5 5.469 | Epoch: [18][16/553] Time 2.461 Data 0.001 Err 0.6186 top1 18.750 top5 4.688 | Epoch: [18][17/553] Time 2.433 Data 0.001 Err 0.9591 top1 24.219 top5 10.938 | Epoch: [18][18/553] Time 2.442 Data 0.001 Err 0.9927 top1 29.688 top5 10.938 | Epoch: [18][19/553] Time 2.488 Data 0.001 Err 0.8800 top1 23.438 top5 7.031 | Epoch: [18][20/553] Time 2.494 Data 0.001 Err 0.7021 top1 17.969 top5 6.250 | Epoch: [18][21/553] Time 2.429 Data 0.001 Err 0.8903 top1 25.781 top5 8.594 | Epoch: [18][22/553] Time 2.440 Data 0.001 Err 0.9884 top1 32.812 top5 8.594 | Epoch: [18][23/553] Time 2.433 Data 0.001 Err 0.8245 top1 24.219 top5 7.812 | Epoch: [18][24/553] Time 2.482 Data 0.001 Err 0.7733 top1 20.312 top5 7.031 | Epoch: [18][25/553] Time 2.443 Data 0.001 Err 0.7051 top1 17.969 top5 5.469 | Epoch: [18][26/553] Time 2.439 Data 0.001 Err 0.6389 top1 21.094 top5 3.906 | Epoch: [18][27/553] Time 2.439 Data 0.001 Err 0.8227 top1 19.531 top5 6.250 | Epoch: [18][28/553] Time 2.438 Data 0.001 Err 0.6953 top1 17.969 top5 7.031 | Epoch: [18][29/553] Time 2.441 Data 0.001 Err 0.9307 top1 26.562 top5 6.250 | Epoch: [18][30/553] Time 2.448 Data 0.001 Err 0.9747 top1 25.000 top5 8.594 | Epoch: [18][31/553] Time 2.434 Data 0.001 Err 1.0275 top1 25.000 top5 7.812 | Epoch: [18][32/553] Time 2.457 Data 0.001 Err 0.5302 top1 16.406 top5 3.125 | Epoch: [18][33/553] Time 2.473 Data 0.001 Err 0.8758 top1 22.656 top5 7.812 | Epoch: [18][34/553] Time 2.438 Data 0.001 Err 0.7787 top1 20.312 top5 5.469 | Epoch: [18][35/553] Time 2.442 Data 0.001 Err 0.7152 top1 21.094 top5 4.688 | Epoch: [18][36/553] Time 2.458 Data 0.001 Err 0.8138 top1 21.875 top5 7.031 | Epoch: [18][37/553] Time 2.442 Data 0.001 Err 1.0106 top1 24.219 top5 10.938 | Epoch: [18][38/553] Time 2.434 Data 0.001 Err 0.8056 top1 20.312 top5 8.594 | Epoch: [18][39/553] Time 2.471 Data 0.001 Err 0.8842 top1 25.781 top5 9.375 | Epoch: [18][40/553] Time 2.473 Data 0.001 Err 0.8294 top1 20.312 top5 7.031 | Epoch: [18][41/553] Time 2.461 Data 0.001 Err 0.6325 top1 18.750 top5 3.125 | Epoch: [18][42/553] Time 2.447 Data 0.001 Err 0.8072 top1 23.438 top5 6.250 | Epoch: [18][43/553] Time 2.469 Data 0.001 Err 0.7401 top1 25.781 top5 1.562 | Epoch: [18][44/553] Time 2.442 Data 0.001 Err 0.6577 top1 17.188 top5 6.250 | Epoch: [18][45/553] Time 2.438 Data 0.001 Err 0.8375 top1 25.000 top5 7.031 | Epoch: [18][46/553] Time 2.433 Data 0.001 Err 0.8249 top1 24.219 top5 6.250 | Epoch: [18][47/553] Time 2.435 Data 0.001 Err 0.9459 top1 22.656 top5 12.500 | Epoch: [18][48/553] Time 2.446 Data 0.001 Err 0.8056 top1 24.219 top5 8.594 | Epoch: [18][49/553] Time 2.449 Data 0.000 Err 1.0626 top1 30.469 top5 10.156 | Epoch: [18][50/553] Time 2.444 Data 0.001 Err 0.8082 top1 19.531 top5 7.031 | Epoch: [18][51/553] Time 2.441 Data 0.001 Err 0.7948 top1 23.438 top5 7.812 | Epoch: [18][52/553] Time 2.436 Data 0.001 Err 0.8459 top1 25.000 top5 7.812 | Epoch: [18][53/553] Time 2.465 Data 0.001 Err 0.7485 top1 20.312 top5 8.594 | Epoch: [18][54/553] Time 2.444 Data 0.001 Err 1.0085 top1 25.781 top5 8.594 | Epoch: [18][55/553] Time 2.444 Data 0.001 Err 0.7690 top1 17.969 top5 7.031 | Epoch: [18][56/553] Time 2.439 Data 0.001 Err 0.6920 top1 17.969 top5 4.688 | Epoch: [18][57/553] Time 2.473 Data 0.001 Err 0.8473 top1 25.000 top5 4.688 | Epoch: [18][58/553] Time 2.441 Data 0.001 Err 0.7084 top1 19.531 top5 5.469 | Epoch: [18][59/553] Time 2.512 Data 0.000 Err 1.0202 top1 20.312 top5 10.938 | Epoch: [18][60/553] Time 2.446 Data 0.001 Err 0.7999 top1 20.312 top5 6.250 | Epoch: [18][61/553] Time 2.438 Data 0.001 Err 0.8391 top1 21.094 top5 7.031 | Epoch: [18][62/553] Time 2.436 Data 0.001 Err 0.8387 top1 21.875 top5 7.812 | Epoch: [18][63/553] Time 2.453 Data 0.001 Err 0.7905 top1 22.656 top5 7.812 | Epoch: [18][64/553] Time 2.437 Data 0.001 Err 0.7436 top1 23.438 top5 4.688 | Epoch: [18][65/553] Time 2.519 Data 0.001 Err 0.7940 top1 23.438 top5 7.031 | Epoch: [18][66/553] Time 2.436 Data 0.001 Err 0.8298 top1 21.094 top5 7.812 | Epoch: [18][67/553] Time 2.468 Data 0.002 Err 0.7194 top1 20.312 top5 4.688 | Epoch: [18][68/553] Time 2.447 Data 0.001 Err 0.7941 top1 23.438 top5 5.469 | Epoch: [18][69/553] Time 2.447 Data 0.001 Err 0.9086 top1 23.438 top5 9.375 | Epoch: [18][70/553] Time 2.434 Data 0.001 Err 0.8850 top1 24.219 top5 5.469 | Epoch: [18][71/553] Time 2.481 Data 0.001 Err 0.7451 top1 20.312 top5 6.250 | Epoch: [18][72/553] Time 2.444 Data 0.001 Err 0.7301 top1 22.656 top5 7.031 | Epoch: [18][73/553] Time 2.444 Data 0.001 Err 0.7806 top1 24.219 top5 5.469 | Epoch: [18][74/553] Time 2.440 Data 0.001 Err 0.8174 top1 23.438 top5 7.812 | Epoch: [18][75/553] Time 2.494 Data 0.001 Err 0.6400 top1 18.750 top5 3.906 | Epoch: [18][76/553] Time 2.432 Data 0.001 Err 0.8457 top1 24.219 top5 10.156 | Epoch: [18][77/553] Time 2.458 Data 0.001 Err 0.7773 top1 21.875 top5 7.031 | Epoch: [18][78/553] Time 2.444 Data 0.001 Err 0.8481 top1 20.312 top5 7.031 | Epoch: [18][79/553] Time 2.461 Data 0.001 Err 0.5830 top1 14.844 top5 4.688 | Epoch: [18][80/553] Time 2.440 Data 0.001 Err 0.5749 top1 17.188 top5 3.125 | Epoch: [18][81/553] Time 2.495 Data 0.001 Err 0.8433 top1 22.656 top5 8.594 | Epoch: [18][82/553] Time 2.436 Data 0.001 Err 0.7794 top1 17.188 top5 5.469 | Epoch: [18][83/553] Time 2.514 Data 0.001 Err 0.8112 top1 23.438 top5 6.250 | Epoch: [18][84/553] Time 2.448 Data 0.001 Err 0.7307 top1 15.625 top5 6.250 | Epoch: [18][85/553] Time 2.438 Data 0.001 Err 0.6621 top1 17.969 top5 5.469 | Epoch: [18][86/553] Time 2.446 Data 0.001 Err 0.7280 top1 21.094 top5 4.688 | Epoch: [18][87/553] Time 2.476 Data 0.001 Err 0.9431 top1 28.125 top5 7.031 | Epoch: [18][88/553] Time 2.448 Data 0.001 Err 0.7744 top1 21.094 top5 7.812 | Epoch: [18][89/553] Time 2.454 Data 0.001 Err 0.6615 top1 15.625 top5 5.469 | Epoch: [18][90/553] Time 2.448 Data 0.001 Err 0.9601 top1 22.656 top5 12.500 | Epoch: [18][91/553] Time 2.524 Data 0.000 Err 0.7933 top1 24.219 top5 3.906 | Epoch: [18][92/553] Time 2.441 Data 0.001 Err 0.8932 top1 23.438 top5 10.156 | Epoch: [18][93/553] Time 2.431 Data 0.001 Err 0.8042 top1 21.094 top5 7.031 | Epoch: [18][94/553] Time 2.446 Data 0.001 Err 0.8418 top1 20.312 top5 9.375 | Epoch: [18][95/553] Time 2.464 Data 0.001 Err 0.8991 top1 21.094 top5 8.594 | Epoch: [18][96/553] Time 2.469 Data 0.001 Err 0.7445 top1 19.531 top5 6.250 | Epoch: [18][97/553] Time 2.452 Data 0.001 Err 0.7399 top1 18.750 top5 7.812 | Epoch: [18][98/553] Time 2.449 Data 0.001 Err 0.7944 top1 19.531 top5 5.469 | Epoch: [18][99/553] Time 2.445 Data 0.001 Err 0.9768 top1 26.562 top5 7.812 | Epoch: [18][100/553] Time 2.450 Data 0.001 Err 0.7902 top1 22.656 top5 5.469 | Epoch: [18][101/553] Time 2.445 Data 0.001 Err 0.7884 top1 20.312 top5 3.906 | Epoch: [18][102/553] Time 2.444 Data 0.001 Err 0.9285 top1 23.438 top5 7.812 | Epoch: [18][103/553] Time 2.444 Data 0.001 Err 1.0534 top1 28.906 top5 13.281 | Epoch: [18][104/553] Time 2.466 Data 0.001 Err 0.7824 top1 18.750 top5 7.812 | Epoch: [18][105/553] Time 2.480 Data 0.001 Err 0.9902 top1 28.906 top5 8.594 | Epoch: [18][106/553] Time 2.453 Data 0.000 Err 0.7686 top1 18.750 top5 3.906 | Epoch: [18][107/553] Time 2.481 Data 0.001 Err 1.0084 top1 25.781 top5 10.938 | Epoch: [18][108/553] Time 2.439 Data 0.001 Err 0.7829 top1 21.875 top5 7.812 | Epoch: [18][109/553] Time 2.450 Data 0.001 Err 0.7730 top1 25.000 top5 3.125 | Epoch: [18][110/553] Time 2.468 Data 0.001 Err 0.6838 top1 20.312 top5 6.250 | Epoch: [18][111/553] Time 2.441 Data 0.001 Err 0.7176 top1 18.750 top5 5.469 | Epoch: [18][112/553] Time 2.444 Data 0.001 Err 0.6545 top1 15.625 top5 3.125 | Epoch: [18][113/553] Time 2.474 Data 0.001 Err 0.8375 top1 21.094 top5 9.375 | Epoch: [18][114/553] Time 2.450 Data 0.001 Err 0.7467 top1 19.531 top5 7.031 | Epoch: [18][115/553] Time 2.440 Data 0.001 Err 1.0094 top1 23.438 top5 10.156 | Epoch: [18][116/553] Time 2.444 Data 0.001 Err 0.9262 top1 25.000 top5 7.031 | Epoch: [18][117/553] Time 2.478 Data 0.001 Err 0.5163 top1 14.062 top5 3.125 | Epoch: [18][118/553] Time 2.437 Data 0.001 Err 1.0770 top1 27.344 top5 10.156 | Epoch: [18][119/553] Time 2.467 Data 0.000 Err 0.9806 top1 25.000 top5 11.719 | Epoch: [18][120/553] Time 2.443 Data 0.001 Err 0.9044 top1 27.344 top5 8.594 | Epoch: [18][121/553] Time 2.441 Data 0.001 Err 0.8381 top1 24.219 top5 8.594 | Epoch: [18][122/553] Time 2.449 Data 0.001 Err 0.9843 top1 24.219 top5 7.031 | Epoch: [18][123/553] Time 2.486 Data 0.001 Err 0.6527 top1 20.312 top5 4.688 | Epoch: [18][124/553] Time 2.462 Data 0.001 Err 0.9146 top1 28.125 top5 6.250 | Epoch: [18][125/553] Time 2.469 Data 0.001 Err 0.9342 top1 24.219 top5 7.812 | Epoch: [18][126/553] Time 2.443 Data 0.001 Err 0.8033 top1 18.750 top5 7.031 | Epoch: [18][127/553] Time 2.475 Data 0.001 Err 1.0662 top1 26.562 top5 12.500 | Epoch: [18][128/553] Time 2.453 Data 0.001 Err 0.7097 top1 25.781 top5 4.688 | Epoch: [18][129/553] Time 2.441 Data 0.000 Err 0.8653 top1 22.656 top5 4.688 | Epoch: [18][130/553] Time 2.450 Data 0.001 Err 0.7232 top1 24.219 top5 5.469 | Epoch: [18][131/553] Time 2.467 Data 0.001 Err 0.7850 top1 21.875 top5 3.906 | Epoch: [18][132/553] Time 2.463 Data 0.001 Err 0.8536 top1 24.219 top5 7.812 | Epoch: [18][133/553] Time 2.457 Data 0.001 Err 0.8030 top1 22.656 top5 7.812 | Epoch: [18][134/553] Time 2.455 Data 0.001 Err 0.8287 top1 24.219 top5 5.469 | Epoch: [18][135/553] Time 2.437 Data 0.001 Err 0.9108 top1 21.875 top5 11.719 | Epoch: [18][136/553] Time 2.514 Data 0.001 Err 0.7831 top1 19.531 top5 6.250 | Epoch: [18][137/553] Time 2.513 Data 0.001 Err 0.6599 top1 19.531 top5 3.906 | Epoch: [18][138/553] Time 2.484 Data 0.001 Err 0.9139 top1 25.781 top5 4.688 | Epoch: [18][139/553] Time 2.482 Data 0.001 Err 0.8378 top1 22.656 top5 8.594 | Epoch: [18][140/553] Time 2.471 Data 0.001 Err 0.8811 top1 22.656 top5 8.594 | Epoch: [18][141/553] Time 2.508 Data 0.001 Err 0.8633 top1 18.750 top5 9.375 | Epoch: [18][142/553] Time 2.436 Data 0.001 Err 0.7363 top1 19.531 top5 4.688 | Epoch: [18][143/553] Time 2.440 Data 0.001 Err 0.8174 top1 20.312 top5 7.031 | Epoch: [18][144/553] Time 2.481 Data 0.001 Err 1.0349 top1 28.906 top5 8.594 | Epoch: [18][145/553] Time 2.474 Data 0.001 Err 0.7442 top1 21.094 top5 5.469 | Epoch: [18][146/553] Time 2.449 Data 0.001 Err 0.9515 top1 25.781 top5 10.938 | Epoch: [18][147/553] Time 2.488 Data 0.001 Err 0.6641 top1 15.625 top5 3.125 | Epoch: [18][148/553] Time 2.470 Data 0.001 Err 0.8677 top1 25.000 top5 10.938 | Epoch: [18][149/553] Time 2.478 Data 0.001 Err 0.9572 top1 22.656 top5 10.938 | Epoch: [18][150/553] Time 2.436 Data 0.001 Err 0.8824 top1 22.656 top5 6.250 | Epoch: [18][151/553] Time 2.479 Data 0.001 Err 0.7489 top1 21.094 top5 7.031 | Epoch: [18][152/553] Time 2.477 Data 0.001 Err 0.7729 top1 18.750 top5 7.812 | Epoch: [18][153/553] Time 2.477 Data 0.001 Err 0.8867 top1 22.656 top5 7.812 | Epoch: [18][154/553] Time 2.453 Data 0.001 Err 0.8424 top1 20.312 top5 9.375 | Epoch: [18][155/553] Time 2.449 Data 0.001 Err 0.9126 top1 19.531 top5 9.375 | Epoch: [18][156/553] Time 2.481 Data 0.001 Err 0.8157 top1 17.969 top5 7.031 | Epoch: [18][157/553] Time 2.508 Data 0.001 Err 0.8871 top1 25.000 top5 10.156 | Epoch: [18][158/553] Time 2.461 Data 0.001 Err 0.7815 top1 21.094 top5 3.125 | Epoch: [18][159/553] Time 2.451 Data 0.001 Err 1.0157 top1 25.000 top5 8.594 | Epoch: [18][160/553] Time 2.454 Data 0.001 Err 0.7495 top1 18.750 top5 4.688 | Epoch: [18][161/553] Time 2.472 Data 0.001 Err 0.8051 top1 21.094 top5 7.812 | Epoch: [18][162/553] Time 2.454 Data 0.001 Err 0.7673 top1 17.969 top5 7.031 | Epoch: [18][163/553] Time 2.483 Data 0.001 Err 0.9226 top1 23.438 top5 10.938 | Epoch: [18][164/553] Time 2.481 Data 0.001 Err 0.6844 top1 16.406 top5 4.688 | Epoch: [18][165/553] Time 2.471 Data 0.001 Err 0.7438 top1 21.094 top5 4.688 | Epoch: [18][166/553] Time 2.441 Data 0.001 Err 0.9500 top1 25.000 top5 7.031 | Epoch: [18][167/553] Time 2.446 Data 0.001 Err 0.8214 top1 19.531 top5 4.688 | Epoch: [18][168/553] Time 2.443 Data 0.001 Err 0.7787 top1 19.531 top5 4.688 | Epoch: [18][169/553] Time 2.460 Data 0.001 Err 0.8338 top1 25.000 top5 7.812 | Epoch: [18][170/553] Time 2.442 Data 0.001 Err 0.6473 top1 16.406 top5 3.125 | Epoch: [18][171/553] Time 2.436 Data 0.001 Err 0.8041 top1 22.656 top5 4.688 | Epoch: [18][172/553] Time 2.445 Data 0.001 Err 0.8110 top1 20.312 top5 6.250 | Epoch: [18][173/553] Time 2.436 Data 0.001 Err 0.8039 top1 21.094 top5 5.469 | Epoch: [18][174/553] Time 2.497 Data 0.001 Err 1.0542 top1 28.125 top5 10.938 | Epoch: [18][175/553] Time 2.475 Data 0.001 Err 0.7519 top1 21.875 top5 4.688 | Epoch: [18][176/553] Time 2.445 Data 0.001 Err 0.7604 top1 18.750 top5 7.031 | Epoch: [18][177/553] Time 2.437 Data 0.001 Err 0.9067 top1 23.438 top5 7.031 | Epoch: [18][178/553] Time 2.481 Data 0.001 Err 0.7533 top1 17.969 top5 7.812 | Epoch: [18][179/553] Time 2.442 Data 0.001 Err 0.8068 top1 17.969 top5 9.375 | Epoch: [18][180/553] Time 2.443 Data 0.001 Err 0.8261 top1 24.219 top5 5.469 | Epoch: [18][181/553] Time 2.440 Data 0.001 Err 0.9990 top1 25.781 top5 11.719 | Epoch: [18][182/553] Time 2.448 Data 0.001 Err 0.7616 top1 15.625 top5 7.031 | Epoch: [18][183/553] Time 2.440 Data 0.005 Err 0.9566 top1 23.438 top5 9.375 | Epoch: [18][184/553] Time 2.441 Data 0.001 Err 0.6434 top1 21.094 top5 1.562 | Epoch: [18][185/553] Time 2.456 Data 0.001 Err 0.9087 top1 25.000 top5 8.594 | Epoch: [18][186/553] Time 2.465 Data 0.001 Err 0.8744 top1 19.531 top5 7.812 | Epoch: [18][187/553] Time 2.461 Data 0.001 Err 1.0136 top1 21.875 top5 6.250 | Epoch: [18][188/553] Time 2.443 Data 0.001 Err 0.7119 top1 17.969 top5 5.469 | Epoch: [18][189/553] Time 2.486 Data 0.001 Err 0.8379 top1 17.969 top5 8.594 | Epoch: [18][190/553] Time 2.437 Data 0.001 Err 0.8351 top1 20.312 top5 3.906 | Epoch: [18][191/553] Time 2.479 Data 0.001 Err 0.6903 top1 17.969 top5 6.250 | Epoch: [18][192/553] Time 2.436 Data 0.001 Err 0.7665 top1 20.312 top5 7.031 | Epoch: [18][193/553] Time 2.450 Data 0.001 Err 0.8048 top1 18.750 top5 5.469 | Epoch: [18][194/553] Time 2.444 Data 0.001 Err 0.7830 top1 25.000 top5 5.469 | Epoch: [18][195/553] Time 2.513 Data 0.000 Err 0.7938 top1 21.875 top5 6.250 | Epoch: [18][196/553] Time 2.486 Data 0.001 Err 0.9344 top1 25.000 top5 7.812 | Epoch: [18][197/553] Time 2.488 Data 0.001 Err 1.0955 top1 27.344 top5 8.594 | Epoch: [18][198/553] Time 2.442 Data 0.001 Err 0.6822 top1 19.531 top5 5.469 | Epoch: [18][199/553] Time 2.471 Data 0.001 Err 0.9270 top1 24.219 top5 9.375 | Epoch: [18][200/553] Time 2.444 Data 0.003 Err 0.6699 top1 20.312 top5 3.906 | Epoch: [18][201/553] Time 2.442 Data 0.001 Err 0.6360 top1 14.062 top5 7.031 | Epoch: [18][202/553] Time 2.438 Data 0.001 Err 0.9004 top1 23.438 top5 8.594 | Epoch: [18][203/553] Time 2.476 Data 0.001 Err 0.9871 top1 28.906 top5 10.156 | Epoch: [18][204/553] Time 2.440 Data 0.001 Err 1.0730 top1 26.562 top5 13.281 | Epoch: [18][205/553] Time 2.493 Data 0.001 Err 1.0678 top1 28.125 top5 7.812 | Epoch: [18][206/553] Time 2.477 Data 0.001 Err 0.8309 top1 21.094 top5 7.031 | Epoch: [18][207/553] Time 2.438 Data 0.001 Err 0.9163 top1 28.125 top5 6.250 | Epoch: [18][208/553] Time 2.446 Data 0.001 Err 0.9586 top1 26.562 top5 7.812 | Epoch: [18][209/553] Time 2.479 Data 0.001 Err 0.6180 top1 16.406 top5 3.125 | Epoch: [18][210/553] Time 2.491 Data 0.001 Err 0.7926 top1 22.656 top5 7.812 | Epoch: [18][211/553] Time 2.475 Data 0.001 Err 0.8726 top1 24.219 top5 10.156 | Epoch: [18][212/553] Time 2.445 Data 0.001 Err 1.0349 top1 24.219 top5 9.375 | Epoch: [18][213/553] Time 2.454 Data 0.001 Err 0.6890 top1 19.531 top5 7.031 | Epoch: [18][214/553] Time 2.491 Data 0.001 Err 0.6153 top1 17.969 top5 3.125 | Epoch: [18][215/553] Time 2.476 Data 0.001 Err 0.8264 top1 23.438 top5 7.812 | Epoch: [18][216/553] Time 2.485 Data 0.001 Err 0.9063 top1 25.781 top5 7.031 | Epoch: [18][217/553] Time 2.435 Data 0.001 Err 0.7978 top1 22.656 top5 7.031 | Epoch: [18][218/553] Time 2.477 Data 0.001 Err 0.7096 top1 21.094 top5 6.250 | Epoch: [18][219/553] Time 2.445 Data 0.001 Err 0.7646 top1 22.656 top5 4.688 | Epoch: [18][220/553] Time 2.440 Data 0.001 Err 0.8028 top1 22.656 top5 6.250 | Epoch: [18][221/553] Time 2.480 Data 0.001 Err 1.1201 top1 26.562 top5 10.156 | Epoch: [18][222/553] Time 2.451 Data 0.001 Err 0.8392 top1 21.875 top5 6.250 | Epoch: [18][223/553] Time 2.448 Data 0.001 Err 0.6270 top1 17.188 top5 5.469 | Epoch: [18][224/553] Time 2.527 Data 0.001 Err 0.8034 top1 22.656 top5 4.688 | Epoch: [18][225/553] Time 2.450 Data 0.001 Err 0.7294 top1 21.875 top5 2.344 | Epoch: [18][226/553] Time 2.447 Data 0.001 Err 0.7072 top1 17.188 top5 6.250 | Epoch: [18][227/553] Time 2.453 Data 0.001 Err 0.6795 top1 17.188 top5 6.250 | Epoch: [18][228/553] Time 2.470 Data 0.001 Err 0.8642 top1 21.875 top5 10.156 | Epoch: [18][229/553] Time 2.450 Data 0.001 Err 0.7145 top1 21.875 top5 5.469 | Epoch: [18][230/553] Time 2.453 Data 0.001 Err 0.7619 top1 19.531 top5 6.250 | Epoch: [18][231/553] Time 2.458 Data 0.001 Err 0.8647 top1 22.656 top5 5.469 | Epoch: [18][232/553] Time 2.509 Data 0.001 Err 0.8168 top1 19.531 top5 8.594 | Epoch: [18][233/553] Time 2.449 Data 0.001 Err 0.9131 top1 23.438 top5 7.031 | Epoch: [18][234/553] Time 2.440 Data 0.001 Err 0.8673 top1 23.438 top5 7.031 | Epoch: [18][235/553] Time 2.454 Data 0.001 Err 0.8115 top1 22.656 top5 6.250 | Epoch: [18][236/553] Time 2.467 Data 0.001 Err 0.9095 top1 25.000 top5 8.594 | Epoch: [18][237/553] Time 2.445 Data 0.001 Err 0.6858 top1 14.062 top5 3.906 | Epoch: [18][238/553] Time 2.472 Data 0.001 Err 0.6732 top1 17.188 top5 3.906 | Epoch: [18][239/553] Time 2.454 Data 0.001 Err 0.8017 top1 18.750 top5 7.812 | Epoch: [18][240/553] Time 2.474 Data 0.001 Err 1.0768 top1 28.906 top5 11.719 | Epoch: [18][241/553] Time 2.450 Data 0.001 Err 0.7996 top1 20.312 top5 7.031 | Epoch: [18][242/553] Time 2.453 Data 0.001 Err 0.8863 top1 22.656 top5 8.594 | Epoch: [18][243/553] Time 2.438 Data 0.001 Err 0.7734 top1 25.000 top5 7.812 | Epoch: [18][244/553] Time 2.478 Data 0.001 Err 0.8806 top1 21.094 top5 6.250 | Epoch: [18][245/553] Time 2.486 Data 0.001 Err 0.9123 top1 21.875 top5 10.938 | Epoch: [18][246/553] Time 2.452 Data 0.001 Err 0.9417 top1 24.219 top5 9.375 | Epoch: [18][247/553] Time 2.460 Data 0.001 Err 0.6491 top1 15.625 top5 4.688 | Epoch: [18][248/553] Time 2.477 Data 0.001 Err 0.7055 top1 21.094 top5 5.469 | Epoch: [18][249/553] Time 2.455 Data 0.001 Err 0.8701 top1 25.781 top5 8.594 | Epoch: [18][250/553] Time 2.449 Data 0.001 Err 0.8641 top1 25.781 top5 3.906 | Epoch: [18][251/553] Time 2.444 Data 0.001 Err 0.6410 top1 18.750 top5 3.125 | Epoch: [18][252/553] Time 2.475 Data 0.001 Err 0.8566 top1 18.750 top5 8.594 | Epoch: [18][253/553] Time 2.481 Data 0.001 Err 0.9718 top1 27.344 top5 7.812 | Epoch: [18][254/553] Time 2.450 Data 0.000 Err 0.8935 top1 27.344 top5 6.250 | Epoch: [18][255/553] Time 2.454 Data 0.001 Err 0.9820 top1 28.125 top5 7.031 | Epoch: [18][256/553] Time 2.516 Data 0.001 Err 0.9446 top1 24.219 top5 14.062 | Epoch: [18][257/553] Time 2.445 Data 0.001 Err 0.9505 top1 27.344 top5 7.812 | Epoch: [18][258/553] Time 2.440 Data 0.001 Err 0.9204 top1 27.344 top5 7.031 | Epoch: [18][259/553] Time 2.450 Data 0.001 Err 0.8391 top1 24.219 top5 6.250 | Epoch: [18][260/553] Time 2.464 Data 0.001 Err 0.6030 top1 16.406 top5 2.344 | Epoch: [18][261/553] Time 2.464 Data 0.001 Err 0.6063 top1 14.844 top5 5.469 | Epoch: [18][262/553] Time 2.454 Data 0.001 Err 0.9649 top1 31.250 top5 6.250 | Epoch: [18][263/553] Time 2.466 Data 0.001 Err 1.0307 top1 27.344 top5 8.594 | Epoch: [18][264/553] Time 2.460 Data 0.001 Err 0.7443 top1 21.875 top5 6.250 | Epoch: [18][265/553] Time 2.482 Data 0.001 Err 0.8729 top1 22.656 top5 7.031 | Epoch: [18][266/553] Time 2.442 Data 0.001 Err 0.9267 top1 21.875 top5 8.594 | Epoch: [18][267/553] Time 2.470 Data 0.001 Err 0.7238 top1 20.312 top5 5.469 | Epoch: [18][268/553] Time 2.512 Data 0.000 Err 0.8941 top1 25.000 top5 8.594 | Epoch: [18][269/553] Time 2.496 Data 0.001 Err 0.6560 top1 15.625 top5 4.688 | Epoch: [18][270/553] Time 2.451 Data 0.001 Err 1.0252 top1 26.562 top5 7.812 | Epoch: [18][271/553] Time 2.444 Data 0.001 Err 0.7312 top1 19.531 top5 5.469 | Epoch: [18][272/553] Time 2.478 Data 0.001 Err 0.8158 top1 25.000 top5 7.031 | Epoch: [18][273/553] Time 2.478 Data 0.001 Err 0.7232 top1 19.531 top5 3.906 | Epoch: [18][274/553] Time 2.485 Data 0.001 Err 1.0280 top1 25.781 top5 10.938 | Epoch: [18][275/553] Time 2.487 Data 0.001 Err 0.9376 top1 26.562 top5 10.156 | Epoch: [18][276/553] Time 2.482 Data 0.001 Err 0.8024 top1 20.312 top5 6.250 | Epoch: [18][277/553] Time 2.443 Data 0.000 Err 1.1114 top1 28.125 top5 15.625 | Epoch: [18][278/553] Time 2.449 Data 0.001 Err 0.9506 top1 22.656 top5 9.375 | Epoch: [18][279/553] Time 2.455 Data 0.000 Err 0.9136 top1 21.875 top5 9.375 | Epoch: [18][280/553] Time 2.475 Data 0.000 Err 0.9395 top1 25.781 top5 9.375 | Epoch: [18][281/553] Time 2.458 Data 0.001 Err 0.7599 top1 18.750 top5 3.906 | Epoch: [18][282/553] Time 2.438 Data 0.001 Err 1.0079 top1 24.219 top5 7.812 | Epoch: [18][283/553] Time 2.443 Data 0.001 Err 0.8253 top1 17.969 top5 7.031 | Epoch: [18][284/553] Time 2.475 Data 0.001 Err 0.7266 top1 21.875 top5 5.469 | Epoch: [18][285/553] Time 2.442 Data 0.001 Err 0.7556 top1 21.094 top5 7.812 | Epoch: [18][286/553] Time 2.440 Data 0.001 Err 0.8007 top1 21.875 top5 5.469 | Epoch: [18][287/553] Time 2.459 Data 0.001 Err 0.8844 top1 24.219 top5 6.250 | Epoch: [18][288/553] Time 2.443 Data 0.001 Err 0.9016 top1 25.000 top5 7.031 | Epoch: [18][289/553] Time 2.449 Data 0.000 Err 0.7298 top1 21.094 top5 7.031 | Epoch: [18][290/553] Time 2.456 Data 0.001 Err 1.0707 top1 25.000 top5 12.500 | Epoch: [18][291/553] Time 2.443 Data 0.001 Err 0.8477 top1 17.188 top5 7.031 | Epoch: [18][292/553] Time 2.479 Data 0.000 Err 0.7451 top1 20.312 top5 7.031 | Epoch: [18][293/553] Time 2.451 Data 0.001 Err 0.8347 top1 21.094 top5 7.812 | Epoch: [18][294/553] Time 2.442 Data 0.001 Err 0.9666 top1 21.875 top5 6.250 | Epoch: [18][295/553] Time 2.443 Data 0.001 Err 0.7244 top1 19.531 top5 4.688 | Epoch: [18][296/553] Time 2.456 Data 0.001 Err 1.1154 top1 33.594 top5 7.812 | Epoch: [18][297/553] Time 2.434 Data 0.001 Err 0.9189 top1 21.875 top5 10.938 | Epoch: [18][298/553] Time 2.447 Data 0.001 Err 0.7787 top1 19.531 top5 7.812 | Epoch: [18][299/553] Time 2.480 Data 0.001 Err 0.7534 top1 17.188 top5 6.250 | Epoch: [18][300/553] Time 2.482 Data 0.001 Err 0.8384 top1 23.438 top5 5.469 | Epoch: [18][301/553] Time 2.451 Data 0.001 Err 0.6095 top1 17.969 top5 3.906 | Epoch: [18][302/553] Time 2.442 Data 0.001 Err 0.7763 top1 21.875 top5 4.688 | Epoch: [18][303/553] Time 2.458 Data 0.001 Err 0.8716 top1 22.656 top5 7.812 | Epoch: [18][304/553] Time 2.437 Data 0.001 Err 0.9496 top1 23.438 top5 13.281 | Epoch: [18][305/553] Time 2.441 Data 0.001 Err 0.7323 top1 21.094 top5 3.906 | Epoch: [18][306/553] Time 2.434 Data 0.001 Err 1.0324 top1 28.125 top5 7.031 | Epoch: [18][307/553] Time 2.443 Data 0.001 Err 0.6506 top1 15.625 top5 6.250 | Epoch: [18][308/553] Time 2.446 Data 0.001 Err 1.0291 top1 25.781 top5 9.375 | Epoch: [18][309/553] Time 2.450 Data 0.001 Err 0.7145 top1 19.531 top5 7.031 | Epoch: [18][310/553] Time 2.459 Data 0.001 Err 1.0223 top1 32.031 top5 10.156 | Epoch: [18][311/553] Time 2.463 Data 0.001 Err 1.0057 top1 22.656 top5 7.031 | Epoch: [18][312/553] Time 2.442 Data 0.001 Err 0.9662 top1 24.219 top5 6.250 | Epoch: [18][313/553] Time 2.433 Data 0.001 Err 0.7411 top1 19.531 top5 8.594 | Epoch: [18][314/553] Time 2.476 Data 0.001 Err 0.8713 top1 23.438 top5 7.812 | Epoch: [18][315/553] Time 2.439 Data 0.001 Err 0.9221 top1 25.781 top5 10.156 | Epoch: [18][316/553] Time 2.457 Data 0.001 Err 0.7928 top1 23.438 top5 8.594 | Epoch: [18][317/553] Time 2.445 Data 0.001 Err 0.9663 top1 26.562 top5 7.812 | Epoch: [18][318/553] Time 2.478 Data 0.001 Err 1.1875 top1 32.031 top5 10.938 | Epoch: [18][319/553] Time 2.458 Data 0.001 Err 0.8886 top1 24.219 top5 9.375 | Epoch: [18][320/553] Time 2.480 Data 0.001 Err 0.9816 top1 27.344 top5 10.938 | Epoch: [18][321/553] Time 2.439 Data 0.001 Err 0.7447 top1 19.531 top5 4.688 | Epoch: [18][322/553] Time 2.444 Data 0.001 Err 0.8708 top1 27.344 top5 5.469 | Epoch: [18][323/553] Time 2.439 Data 0.001 Err 1.0167 top1 28.125 top5 8.594 | Epoch: [18][324/553] Time 2.474 Data 0.001 Err 0.7825 top1 24.219 top5 5.469 | Epoch: [18][325/553] Time 2.458 Data 0.000 Err 0.6644 top1 17.969 top5 3.906 | Epoch: [18][326/553] Time 2.482 Data 0.001 Err 0.7747 top1 21.875 top5 5.469 | Epoch: [18][327/553] Time 2.494 Data 0.001 Err 0.9593 top1 24.219 top5 8.594 | Epoch: [18][328/553] Time 2.472 Data 0.001 Err 0.6858 top1 20.312 top5 5.469 | Epoch: [18][329/553] Time 2.450 Data 0.001 Err 1.1217 top1 26.562 top5 10.156 | Epoch: [18][330/553] Time 2.433 Data 0.001 Err 0.6504 top1 17.969 top5 5.469 | Epoch: [18][331/553] Time 2.488 Data 0.001 Err 0.9088 top1 20.312 top5 10.156 | Epoch: [18][332/553] Time 2.462 Data 0.001 Err 1.0459 top1 31.250 top5 9.375 | Epoch: [18][333/553] Time 2.440 Data 0.001 Err 0.8115 top1 25.000 top5 8.594 | Epoch: [18][334/553] Time 2.483 Data 0.001 Err 0.9575 top1 22.656 top5 10.156 | Epoch: [18][335/553] Time 2.434 Data 0.001 Err 0.8255 top1 23.438 top5 6.250 | Epoch: [18][336/553] Time 2.438 Data 0.001 Err 1.0685 top1 29.688 top5 10.156 | Epoch: [18][337/553] Time 2.451 Data 0.001 Err 0.8808 top1 28.125 top5 6.250 | Epoch: [18][338/553] Time 2.437 Data 0.001 Err 1.0564 top1 24.219 top5 10.938 | Epoch: [18][339/553] Time 2.485 Data 0.001 Err 0.9188 top1 25.781 top5 9.375 | Epoch: [18][340/553] Time 2.442 Data 0.001 Err 0.8273 top1 25.781 top5 7.031 | Epoch: [18][341/553] Time 2.439 Data 0.001 Err 0.8499 top1 23.438 top5 6.250 | Epoch: [18][342/553] Time 2.438 Data 0.001 Err 0.8144 top1 21.094 top5 8.594 | Epoch: [18][343/553] Time 2.474 Data 0.001 Err 1.1069 top1 23.438 top5 14.062 | Epoch: [18][344/553] Time 2.471 Data 0.001 Err 0.7846 top1 16.406 top5 4.688 | Epoch: [18][345/553] Time 2.496 Data 0.001 Err 0.8044 top1 24.219 top5 7.031 | Epoch: [18][346/553] Time 2.454 Data 0.001 Err 0.9608 top1 28.906 top5 6.250 | Epoch: [18][347/553] Time 2.452 Data 0.001 Err 0.8731 top1 25.781 top5 5.469 | Epoch: [18][348/553] Time 2.481 Data 0.001 Err 1.0897 top1 27.344 top5 10.938 | Epoch: [18][349/553] Time 2.430 Data 0.001 Err 0.7893 top1 21.875 top5 7.812 | Epoch: [18][350/553] Time 2.483 Data 0.001 Err 0.8985 top1 27.344 top5 5.469 | Epoch: [18][351/553] Time 2.441 Data 0.001 Err 0.7043 top1 18.750 top5 2.344 | Epoch: [18][352/553] Time 2.448 Data 0.001 Err 0.9287 top1 22.656 top5 8.594 | Epoch: [18][353/553] Time 2.442 Data 0.001 Err 0.6969 top1 18.750 top5 4.688 | Epoch: [18][354/553] Time 2.450 Data 0.001 Err 0.8975 top1 25.781 top5 9.375 | Epoch: [18][355/553] Time 2.445 Data 0.001 Err 0.8627 top1 21.094 top5 7.812 | Epoch: [18][356/553] Time 2.453 Data 0.001 Err 0.9240 top1 28.906 top5 7.031 | Epoch: [18][357/553] Time 2.453 Data 0.001 Err 1.0356 top1 21.875 top5 10.938 | Epoch: [18][358/553] Time 2.457 Data 0.001 Err 1.1183 top1 28.125 top5 13.281 | Epoch: [18][359/553] Time 2.511 Data 0.001 Err 1.1682 top1 32.031 top5 8.594 | Epoch: [18][360/553] Time 2.481 Data 0.001 Err 0.9901 top1 27.344 top5 7.812 | Epoch: [18][361/553] Time 2.467 Data 0.001 Err 0.9201 top1 21.875 top5 4.688 | Epoch: [18][362/553] Time 2.474 Data 0.001 Err 0.9214 top1 24.219 top5 6.250 | Epoch: [18][363/553] Time 2.449 Data 0.001 Err 0.7613 top1 21.875 top5 4.688 | Epoch: [18][364/553] Time 2.471 Data 0.001 Err 0.8827 top1 25.781 top5 6.250 | Epoch: [18][365/553] Time 2.446 Data 0.001 Err 0.9239 top1 21.094 top5 8.594 | Epoch: [18][366/553] Time 2.522 Data 0.000 Err 1.1012 top1 28.125 top5 9.375 | Epoch: [18][367/553] Time 2.487 Data 0.001 Err 1.0276 top1 26.562 top5 9.375 | Epoch: [18][368/553] Time 2.450 Data 0.001 Err 0.8579 top1 22.656 top5 8.594 | Epoch: [18][369/553] Time 2.505 Data 0.001 Err 0.9890 top1 25.781 top5 6.250 | Epoch: [18][370/553] Time 2.506 Data 0.001 Err 0.8504 top1 20.312 top5 9.375 | Epoch: [18][371/553] Time 2.443 Data 0.001 Err 0.8513 top1 25.000 top5 5.469 | Epoch: [18][372/553] Time 2.454 Data 0.001 Err 0.7154 top1 18.750 top5 3.906 | Epoch: [18][373/553] Time 2.487 Data 0.001 Err 0.8489 top1 21.875 top5 7.031 | Epoch: [18][374/553] Time 2.472 Data 0.001 Err 0.8363 top1 25.781 top5 4.688 | Epoch: [18][375/553] Time 2.448 Data 0.001 Err 0.5901 top1 17.969 top5 3.125 | Epoch: [18][376/553] Time 2.442 Data 0.001 Err 0.7192 top1 17.969 top5 5.469 | Epoch: [18][377/553] Time 2.435 Data 0.001 Err 0.9742 top1 25.000 top5 9.375 | Epoch: [18][378/553] Time 2.474 Data 0.001 Err 0.9388 top1 24.219 top5 9.375 | Epoch: [18][379/553] Time 2.441 Data 0.001 Err 0.9849 top1 27.344 top5 8.594 | Epoch: [18][380/553] Time 2.464 Data 0.001 Err 0.8771 top1 22.656 top5 7.812 | Epoch: [18][381/553] Time 2.456 Data 0.001 Err 0.8709 top1 25.000 top5 6.250 | Epoch: [18][382/553] Time 2.474 Data 0.001 Err 0.8858 top1 25.000 top5 10.156 | Epoch: [18][383/553] Time 2.452 Data 0.001 Err 1.0023 top1 30.469 top5 7.031 | Epoch: [18][384/553] Time 2.444 Data 0.001 Err 1.0883 top1 28.906 top5 10.156 | Epoch: [18][385/553] Time 2.447 Data 0.000 Err 0.7987 top1 17.188 top5 7.031 | Epoch: [18][386/553] Time 2.438 Data 0.001 Err 1.0584 top1 28.125 top5 10.156 | Epoch: [18][387/553] Time 2.438 Data 0.001 Err 0.9832 top1 28.906 top5 7.031 | Epoch: [18][388/553] Time 2.494 Data 0.001 Err 1.0386 top1 26.562 top5 10.156 | Epoch: [18][389/553] Time 2.443 Data 0.001 Err 0.8626 top1 24.219 top5 5.469 | Epoch: [18][390/553] Time 2.471 Data 0.002 Err 0.9526 top1 25.000 top5 8.594 | Epoch: [18][391/553] Time 2.455 Data 0.001 Err 0.6223 top1 19.531 top5 3.125 | Epoch: [18][392/553] Time 2.493 Data 0.001 Err 0.8861 top1 22.656 top5 7.812 | Epoch: [18][393/553] Time 2.477 Data 0.001 Err 0.9975 top1 25.781 top5 10.156 | Epoch: [18][394/553] Time 2.498 Data 0.001 Err 0.7689 top1 21.875 top5 5.469 | Epoch: [18][395/553] Time 2.451 Data 0.001 Err 0.6370 top1 16.406 top5 3.125 | Epoch: [18][396/553] Time 2.470 Data 0.001 Err 1.0420 top1 27.344 top5 11.719 | Epoch: [18][397/553] Time 2.473 Data 0.001 Err 0.7604 top1 19.531 top5 4.688 | Epoch: [18][398/553] Time 2.508 Data 0.001 Err 0.9167 top1 26.562 top5 4.688 | Epoch: [18][399/553] Time 2.444 Data 0.001 Err 0.9704 top1 27.344 top5 10.938 | Epoch: [18][400/553] Time 2.486 Data 0.001 Err 0.9666 top1 24.219 top5 11.719 | Epoch: [18][401/553] Time 2.451 Data 0.001 Err 0.7704 top1 20.312 top5 7.031 | Epoch: [18][402/553] Time 2.473 Data 0.001 Err 0.7989 top1 17.969 top5 7.812 | Epoch: [18][403/553] Time 2.479 Data 0.001 Err 0.7185 top1 20.312 top5 8.594 | Epoch: [18][404/553] Time 2.467 Data 0.001 Err 0.8691 top1 28.906 top5 4.688 | Epoch: [18][405/553] Time 2.464 Data 0.001 Err 0.6687 top1 17.188 top5 3.906 | Epoch: [18][406/553] Time 2.507 Data 0.001 Err 0.6886 top1 17.969 top5 5.469 | Epoch: [18][407/553] Time 2.479 Data 0.001 Err 1.0831 top1 28.125 top5 12.500 | Epoch: [18][408/553] Time 2.434 Data 0.001 Err 0.9059 top1 25.781 top5 11.719 | Epoch: [18][409/553] Time 2.447 Data 0.001 Err 0.8825 top1 23.438 top5 6.250 | Epoch: [18][410/553] Time 2.475 Data 0.001 Err 0.7354 top1 18.750 top5 5.469 | Epoch: [18][411/553] Time 2.448 Data 0.001 Err 1.0861 top1 27.344 top5 10.938 | Epoch: [18][412/553] Time 2.494 Data 0.001 Err 0.8689 top1 21.875 top5 7.812 | Epoch: [18][413/553] Time 2.478 Data 0.001 Err 0.9409 top1 25.781 top5 7.812 | Epoch: [18][414/553] Time 2.462 Data 0.001 Err 0.9448 top1 26.562 top5 7.812 | Epoch: [18][415/553] Time 2.519 Data 0.001 Err 0.7798 top1 23.438 top5 6.250 | Epoch: [18][416/553] Time 2.503 Data 0.001 Err 0.7832 top1 23.438 top5 6.250 | Epoch: [18][417/553] Time 2.483 Data 0.001 Err 0.8246 top1 25.781 top5 7.031 | Epoch: [18][418/553] Time 2.470 Data 0.001 Err 0.8614 top1 21.875 top5 7.812 | Epoch: [18][419/553] Time 2.477 Data 0.001 Err 0.8008 top1 24.219 top5 4.688 | Epoch: [18][420/553] Time 2.456 Data 0.001 Err 0.8554 top1 22.656 top5 7.031 | Epoch: [18][421/553] Time 2.468 Data 0.001 Err 0.8478 top1 24.219 top5 5.469 | Epoch: [18][422/553] Time 2.511 Data 0.001 Err 0.8117 top1 27.344 top5 5.469 | Epoch: [18][423/553] Time 2.482 Data 0.001 Err 0.9201 top1 22.656 top5 7.812 | Epoch: [18][424/553] Time 2.446 Data 0.001 Err 1.0482 top1 26.562 top5 10.156 | Epoch: [18][425/553] Time 2.471 Data 0.001 Err 0.7687 top1 21.875 top5 5.469 | Epoch: [18][426/553] Time 2.449 Data 0.001 Err 0.8586 top1 21.875 top5 7.031 | Epoch: [18][427/553] Time 2.462 Data 0.001 Err 0.9070 top1 21.094 top5 10.156 | Epoch: [18][428/553] Time 2.461 Data 0.002 Err 0.8301 top1 19.531 top5 7.031 | Epoch: [18][429/553] Time 2.470 Data 0.001 Err 0.8995 top1 23.438 top5 7.031 | Epoch: [18][430/553] Time 2.471 Data 0.001 Err 1.0011 top1 30.469 top5 6.250 | Epoch: [18][431/553] Time 2.439 Data 0.001 Err 0.8809 top1 22.656 top5 7.031 | Epoch: [18][432/553] Time 2.446 Data 0.001 Err 1.1561 top1 28.906 top5 13.281 | Epoch: [18][433/553] Time 2.486 Data 0.001 Err 0.8213 top1 20.312 top5 8.594 | Epoch: [18][434/553] Time 2.471 Data 0.001 Err 0.9068 top1 24.219 top5 10.156 | Epoch: [18][435/553] Time 2.513 Data 0.001 Err 0.7195 top1 19.531 top5 6.250 | Epoch: [18][436/553] Time 2.454 Data 0.001 Err 0.7620 top1 23.438 top5 3.125 | Epoch: [18][437/553] Time 2.449 Data 0.001 Err 0.7741 top1 21.875 top5 3.906 | Epoch: [18][438/553] Time 2.480 Data 0.001 Err 0.8105 top1 20.312 top5 6.250 | Epoch: [18][439/553] Time 2.468 Data 0.001 Err 0.8706 top1 26.562 top5 5.469 | Epoch: [18][440/553] Time 2.471 Data 0.001 Err 0.9570 top1 28.125 top5 6.250 | Epoch: [18][441/553] Time 2.438 Data 0.001 Err 0.9166 top1 25.000 top5 7.812 | Epoch: [18][442/553] Time 2.478 Data 0.001 Err 0.8614 top1 21.875 top5 5.469 | Epoch: [18][443/553] Time 2.450 Data 0.001 Err 0.8397 top1 21.094 top5 4.688 | Epoch: [18][444/553] Time 2.523 Data 0.001 Err 0.8747 top1 21.875 top5 9.375 | Epoch: [18][445/553] Time 2.448 Data 0.001 Err 0.8284 top1 21.875 top5 7.812 | Epoch: [18][446/553] Time 2.469 Data 0.001 Err 0.8101 top1 18.750 top5 5.469 | Epoch: [18][447/553] Time 2.485 Data 0.001 Err 0.9580 top1 21.094 top5 10.938 | Epoch: [18][448/553] Time 2.453 Data 0.001 Err 0.8741 top1 19.531 top5 10.938 | Epoch: [18][449/553] Time 2.449 Data 0.001 Err 1.0037 top1 27.344 top5 10.156 | Epoch: [18][450/553] Time 2.464 Data 0.001 Err 0.9745 top1 23.438 top5 8.594 | Epoch: [18][451/553] Time 2.452 Data 0.001 Err 0.9150 top1 26.562 top5 8.594 | Epoch: [18][452/553] Time 2.471 Data 0.001 Err 0.7583 top1 25.781 top5 7.031 | Epoch: [18][453/553] Time 2.468 Data 0.001 Err 0.8475 top1 22.656 top5 6.250 | Epoch: [18][454/553] Time 2.437 Data 0.000 Err 1.1450 top1 28.906 top5 13.281 | Epoch: [18][455/553] Time 2.475 Data 0.001 Err 0.9096 top1 23.438 top5 11.719 | Epoch: [18][456/553] Time 2.436 Data 0.001 Err 0.6369 top1 17.969 top5 5.469 | Epoch: [18][457/553] Time 2.458 Data 0.001 Err 0.8279 top1 21.875 top5 6.250 | Epoch: [18][458/553] Time 2.437 Data 0.001 Err 0.6246 top1 17.188 top5 3.906 | Epoch: [18][459/553] Time 2.473 Data 0.001 Err 0.8739 top1 25.000 top5 6.250 | Epoch: [18][460/553] Time 2.448 Data 0.001 Err 0.8531 top1 24.219 top5 5.469 | Epoch: [18][461/553] Time 2.469 Data 0.001 Err 0.8375 top1 24.219 top5 7.031 | Epoch: [18][462/553] Time 2.481 Data 0.001 Err 0.9497 top1 23.438 top5 5.469 | Epoch: [18][463/553] Time 2.442 Data 0.001 Err 0.6320 top1 14.062 top5 4.688 | Epoch: [18][464/553] Time 2.446 Data 0.001 Err 0.7729 top1 17.969 top5 7.812 | Epoch: [18][465/553] Time 2.442 Data 0.001 Err 1.0010 top1 24.219 top5 10.156 | Epoch: [18][466/553] Time 2.445 Data 0.001 Err 0.9326 top1 25.781 top5 9.375 | Epoch: [18][467/553] Time 2.462 Data 0.001 Err 0.7027 top1 17.969 top5 7.812 | Epoch: [18][468/553] Time 2.449 Data 0.001 Err 0.7184 top1 25.000 top5 2.344 | Epoch: [18][469/553] Time 2.464 Data 0.001 Err 0.8376 top1 21.094 top5 8.594 | Epoch: [18][470/553] Time 2.448 Data 0.001 Err 0.8569 top1 21.094 top5 8.594 | Epoch: [18][471/553] Time 2.457 Data 0.001 Err 1.0137 top1 25.781 top5 8.594 | Epoch: [18][472/553] Time 2.443 Data 0.001 Err 0.8706 top1 26.562 top5 7.031 | Epoch: [18][473/553] Time 2.433 Data 0.001 Err 0.7505 top1 18.750 top5 7.031 | Epoch: [18][474/553] Time 2.455 Data 0.001 Err 0.9216 top1 25.781 top5 7.812 | Epoch: [18][475/553] Time 2.513 Data 0.001 Err 0.9266 top1 28.125 top5 8.594 | Epoch: [18][476/553] Time 2.471 Data 0.001 Err 1.0723 top1 25.000 top5 10.938 | Epoch: [18][477/553] Time 2.450 Data 0.000 Err 1.0635 top1 26.562 top5 12.500 | Epoch: [18][478/553] Time 2.483 Data 0.001 Err 0.7335 top1 19.531 top5 7.031 | Epoch: [18][479/553] Time 2.472 Data 0.001 Err 0.8229 top1 21.875 top5 7.812 | Epoch: [18][480/553] Time 2.444 Data 0.001 Err 0.7440 top1 19.531 top5 6.250 | Epoch: [18][481/553] Time 2.507 Data 0.001 Err 0.9961 top1 24.219 top5 9.375 | Epoch: [18][482/553] Time 2.515 Data 0.001 Err 0.7838 top1 17.969 top5 5.469 | Epoch: [18][483/553] Time 2.445 Data 0.001 Err 0.8523 top1 24.219 top5 9.375 | Epoch: [18][484/553] Time 2.445 Data 0.001 Err 0.9258 top1 22.656 top5 11.719 | Epoch: [18][485/553] Time 2.442 Data 0.001 Err 0.8912 top1 24.219 top5 9.375 | Epoch: [18][486/553] Time 2.437 Data 0.001 Err 0.8651 top1 25.781 top5 6.250 | Epoch: [18][487/553] Time 2.455 Data 0.001 Err 0.8391 top1 19.531 top5 7.031 | Epoch: [18][488/553] Time 2.501 Data 0.001 Err 0.8840 top1 21.875 top5 8.594 | Epoch: [18][489/553] Time 2.465 Data 0.001 Err 0.6336 top1 18.750 top5 3.906 | Epoch: [18][490/553] Time 2.443 Data 0.001 Err 0.8225 top1 25.781 top5 8.594 | Epoch: [18][491/553] Time 2.523 Data 0.001 Err 0.9147 top1 27.344 top5 10.938 | Epoch: [18][492/553] Time 2.443 Data 0.001 Err 0.9360 top1 25.000 top5 9.375 | Epoch: [18][493/553] Time 2.444 Data 0.001 Err 0.8188 top1 18.750 top5 7.812 | Epoch: [18][494/553] Time 2.454 Data 0.001 Err 1.1368 top1 28.125 top5 11.719 | Epoch: [18][495/553] Time 2.442 Data 0.001 Err 0.9137 top1 24.219 top5 6.250 | Epoch: [18][496/553] Time 2.471 Data 0.001 Err 0.8507 top1 21.875 top5 6.250 | Epoch: [18][497/553] Time 2.471 Data 0.001 Err 0.8721 top1 27.344 top5 5.469 | Epoch: [18][498/553] Time 2.473 Data 0.001 Err 1.1120 top1 26.562 top5 9.375 | Epoch: [18][499/553] Time 2.455 Data 0.001 Err 0.7689 top1 22.656 top5 5.469 | Epoch: [18][500/553] Time 2.480 Data 0.001 Err 0.8988 top1 20.312 top5 7.812 | Epoch: [18][501/553] Time 2.476 Data 0.001 Err 0.7546 top1 20.312 top5 3.906 | Epoch: [18][502/553] Time 2.443 Data 0.001 Err 0.5817 top1 16.406 top5 3.125 | Epoch: [18][503/553] Time 2.508 Data 0.001 Err 0.7695 top1 21.094 top5 7.031 | Epoch: [18][504/553] Time 2.515 Data 0.001 Err 0.9140 top1 25.781 top5 3.906 | Epoch: [18][505/553] Time 2.510 Data 0.000 Err 0.9845 top1 26.562 top5 8.594 | Epoch: [18][506/553] Time 2.437 Data 0.001 Err 0.8401 top1 21.875 top5 7.812 | Epoch: [18][507/553] Time 2.475 Data 0.001 Err 1.0143 top1 26.562 top5 7.031 | Epoch: [18][508/553] Time 2.465 Data 0.001 Err 1.1577 top1 32.812 top5 11.719 | Epoch: [18][509/553] Time 2.436 Data 0.001 Err 0.6850 top1 17.969 top5 5.469 | Epoch: [18][510/553] Time 2.449 Data 0.001 Err 0.7413 top1 16.406 top5 5.469 | Epoch: [18][511/553] Time 2.468 Data 0.001 Err 0.7212 top1 16.406 top5 4.688 | Epoch: [18][512/553] Time 2.514 Data 0.001 Err 1.2292 top1 29.688 top5 13.281 | Epoch: [18][513/553] Time 2.447 Data 0.001 Err 0.8852 top1 25.000 top5 7.812 | Epoch: [18][514/553] Time 2.508 Data 0.001 Err 0.9710 top1 27.344 top5 8.594 | Epoch: [18][515/553] Time 2.508 Data 0.001 Err 0.7304 top1 20.312 top5 3.906 | Epoch: [18][516/553] Time 2.476 Data 0.001 Err 0.8319 top1 21.875 top5 8.594 | Epoch: [18][517/553] Time 2.449 Data 0.001 Err 0.7178 top1 19.531 top5 4.688 | Epoch: [18][518/553] Time 2.436 Data 0.001 Err 0.8414 top1 26.562 top5 4.688 | Epoch: [18][519/553] Time 2.484 Data 0.001 Err 1.0662 top1 29.688 top5 11.719 | Epoch: [18][520/553] Time 2.473 Data 0.001 Err 0.9877 top1 27.344 top5 8.594 | Epoch: [18][521/553] Time 2.450 Data 0.001 Err 0.7883 top1 23.438 top5 4.688 | Epoch: [18][522/553] Time 2.439 Data 0.001 Err 0.8949 top1 23.438 top5 4.688 | Epoch: [18][523/553] Time 2.479 Data 0.001 Err 0.8840 top1 25.000 top5 7.031 | Epoch: [18][524/553] Time 2.474 Data 0.001 Err 0.7825 top1 21.094 top5 6.250 | Epoch: [18][525/553] Time 2.473 Data 0.000 Err 0.7855 top1 21.875 top5 6.250 | Epoch: [18][526/553] Time 2.448 Data 0.001 Err 0.8477 top1 22.656 top5 7.031 | Epoch: [18][527/553] Time 2.516 Data 0.001 Err 0.8331 top1 21.094 top5 6.250 | Epoch: [18][528/553] Time 2.469 Data 0.001 Err 0.7979 top1 21.094 top5 4.688 | Epoch: [18][529/553] Time 2.446 Data 0.001 Err 0.7601 top1 18.750 top5 3.906 | Epoch: [18][530/553] Time 2.479 Data 0.001 Err 0.6508 top1 18.750 top5 3.906 | Epoch: [18][531/553] Time 2.457 Data 0.001 Err 0.9428 top1 22.656 top5 8.594 | Epoch: [18][532/553] Time 2.467 Data 0.001 Err 0.6231 top1 17.188 top5 4.688 | Epoch: [18][533/553] Time 2.432 Data 0.001 Err 0.9133 top1 21.875 top5 9.375 | Epoch: [18][534/553] Time 2.454 Data 0.001 Err 0.7555 top1 22.656 top5 6.250 | Epoch: [18][535/553] Time 2.459 Data 0.001 Err 0.6988 top1 23.438 top5 3.125 | Epoch: [18][536/553] Time 2.474 Data 0.001 Err 1.0313 top1 25.781 top5 11.719 | Epoch: [18][537/553] Time 2.488 Data 0.001 Err 0.8344 top1 21.875 top5 8.594 | Epoch: [18][538/553] Time 2.475 Data 0.001 Err 0.9239 top1 21.875 top5 9.375 | Epoch: [18][539/553] Time 2.501 Data 0.001 Err 0.9819 top1 28.125 top5 7.812 | Epoch: [18][540/553] Time 2.473 Data 0.001 Err 0.8491 top1 21.875 top5 7.812 | Epoch: [18][541/553] Time 2.437 Data 0.001 Err 0.9222 top1 25.000 top5 7.812 | Epoch: [18][542/553] Time 2.450 Data 0.001 Err 0.8354 top1 24.219 top5 6.250 | Epoch: [18][543/553] Time 2.441 Data 0.000 Err 0.6748 top1 17.188 top5 6.250 | Epoch: [18][544/553] Time 2.470 Data 0.000 Err 0.7504 top1 19.531 top5 7.812 | Epoch: [18][545/553] Time 2.443 Data 0.000 Err 0.7476 top1 17.969 top5 5.469 | Epoch: [18][546/553] Time 2.437 Data 0.000 Err 1.0511 top1 28.125 top5 9.375 | Epoch: [18][547/553] Time 2.448 Data 0.000 Err 1.1133 top1 30.469 top5 9.375 | Epoch: [18][548/553] Time 2.432 Data 0.000 Err 1.0580 top1 29.688 top5 7.812 | Epoch: [18][549/553] Time 2.436 Data 0.000 Err 0.9609 top1 24.219 top5 6.250 | Epoch: [18][550/553] Time 2.482 Data 0.000 Err 0.6058 top1 17.969 top5 3.906 | Epoch: [18][551/553] Time 2.475 Data 0.000 Err 0.8265 top1 21.875 top5 6.250 | Epoch: [18][552/553] Time 2.450 Data 0.000 Err 0.7452 top1 21.094 top5 3.906 | Epoch: [18][553/553] Time 1.023 Data 0.000 Err 1.0220 top1 29.545 top5 13.636 | Test: [18][1/198] Time 2.283 Data 1.566 top1 30.469 ( 30.469) top5 8.594 ( 8.594) | Test: [18][2/198] Time 0.719 Data 0.001 top1 26.562 ( 28.516) top5 9.375 ( 8.984) | Test: [18][3/198] Time 0.715 Data 0.000 top1 36.719 ( 31.250) top5 8.594 ( 8.854) | Test: [18][4/198] Time 0.717 Data 0.001 top1 34.375 ( 32.031) top5 14.062 ( 10.156) | Test: [18][5/198] Time 0.720 Data 0.001 top1 32.031 ( 32.031) top5 10.156 ( 10.156) | Test: [18][6/198] Time 0.722 Data 0.001 top1 28.906 ( 31.510) top5 10.156 ( 10.156) | Test: [18][7/198] Time 0.717 Data 0.001 top1 30.469 ( 31.362) top5 8.594 ( 9.933) | Test: [18][8/198] Time 0.722 Data 0.001 top1 25.000 ( 30.566) top5 3.125 ( 9.082) | Test: [18][9/198] Time 0.724 Data 0.001 top1 30.469 ( 30.556) top5 3.125 ( 8.420) | Test: [18][10/198] Time 0.716 Data 0.001 top1 24.219 ( 29.922) top5 12.500 ( 8.828) | Test: [18][11/198] Time 0.713 Data 0.001 top1 22.656 ( 29.261) top5 7.812 ( 8.736) | Test: [18][12/198] Time 0.717 Data 0.001 top1 31.250 ( 29.427) top5 11.719 ( 8.984) | Test: [18][13/198] Time 0.721 Data 0.001 top1 28.125 ( 29.327) top5 9.375 ( 9.014) | Test: [18][14/198] Time 0.715 Data 0.001 top1 28.906 ( 29.297) top5 10.156 ( 9.096) | Test: [18][15/198] Time 0.737 Data 0.001 top1 25.000 ( 29.010) top5 7.812 ( 9.010) | Test: [18][16/198] Time 0.723 Data 0.001 top1 23.438 ( 28.662) top5 8.594 ( 8.984) | Test: [18][17/198] Time 0.714 Data 0.001 top1 28.125 ( 28.631) top5 7.031 ( 8.869) | Test: [18][18/198] Time 0.721 Data 0.001 top1 22.656 ( 28.299) top5 5.469 ( 8.681) | Test: [18][19/198] Time 0.718 Data 0.001 top1 21.094 ( 27.919) top5 7.812 ( 8.635) | Test: [18][20/198] Time 0.715 Data 0.001 top1 31.250 ( 28.086) top5 8.594 ( 8.633) | Test: [18][21/198] Time 0.726 Data 0.001 top1 28.125 ( 28.088) top5 10.938 ( 8.743) | Test: [18][22/198] Time 0.719 Data 0.001 top1 30.469 ( 28.196) top5 6.250 ( 8.629) | Test: [18][23/198] Time 0.720 Data 0.001 top1 23.438 ( 27.989) top5 6.250 ( 8.526) | Test: [18][24/198] Time 0.730 Data 0.001 top1 29.688 ( 28.060) top5 7.031 ( 8.464) | Test: [18][25/198] Time 0.729 Data 0.001 top1 32.031 ( 28.219) top5 7.031 ( 8.406) | Test: [18][26/198] Time 0.733 Data 0.001 top1 28.125 ( 28.215) top5 8.594 ( 8.413) | Test: [18][27/198] Time 0.738 Data 0.001 top1 27.344 ( 28.183) top5 8.594 ( 8.420) | Test: [18][28/198] Time 0.727 Data 0.001 top1 29.688 ( 28.237) top5 8.594 ( 8.426) | Test: [18][29/198] Time 0.728 Data 0.001 top1 25.781 ( 28.152) top5 6.250 ( 8.351) | Test: [18][30/198] Time 0.806 Data 0.001 top1 25.000 ( 28.047) top5 13.281 ( 8.516) | Test: [18][31/198] Time 0.723 Data 0.001 top1 25.000 ( 27.949) top5 7.031 ( 8.468) | Test: [18][32/198] Time 0.725 Data 0.001 top1 30.469 ( 28.027) top5 6.250 ( 8.398) | Test: [18][33/198] Time 0.734 Data 0.001 top1 35.938 ( 28.267) top5 10.938 ( 8.475) | Test: [18][34/198] Time 0.724 Data 0.001 top1 29.688 ( 28.309) top5 6.250 ( 8.410) | Test: [18][35/198] Time 0.725 Data 0.001 top1 23.438 ( 28.170) top5 8.594 ( 8.415) | Test: [18][36/198] Time 0.716 Data 0.001 top1 24.219 ( 28.060) top5 5.469 ( 8.333) | Test: [18][37/198] Time 0.729 Data 0.001 top1 26.562 ( 28.019) top5 5.469 ( 8.256) | Test: [18][38/198] Time 0.714 Data 0.001 top1 24.219 ( 27.919) top5 8.594 ( 8.265) | Test: [18][39/198] Time 0.758 Data 0.001 top1 28.906 ( 27.945) top5 8.594 ( 8.273) | Test: [18][40/198] Time 0.737 Data 0.001 top1 30.469 ( 28.008) top5 10.156 ( 8.320) | Test: [18][41/198] Time 0.728 Data 0.001 top1 36.719 ( 28.220) top5 8.594 ( 8.327) | Test: [18][42/198] Time 0.719 Data 0.001 top1 22.656 ( 28.088) top5 7.812 ( 8.315) | Test: [18][43/198] Time 0.762 Data 0.001 top1 27.344 ( 28.070) top5 7.031 ( 8.285) | Test: [18][44/198] Time 0.744 Data 0.001 top1 30.469 ( 28.125) top5 5.469 ( 8.221) | Test: [18][45/198] Time 0.733 Data 0.001 top1 27.344 ( 28.108) top5 9.375 ( 8.247) | Test: [18][46/198] Time 0.713 Data 0.001 top1 21.875 ( 27.972) top5 6.250 ( 8.203) | Test: [18][47/198] Time 0.720 Data 0.001 top1 25.781 ( 27.926) top5 14.062 ( 8.328) | Test: [18][48/198] Time 0.727 Data 0.001 top1 26.562 ( 27.897) top5 10.938 ( 8.382) | Test: [18][49/198] Time 0.728 Data 0.001 top1 29.688 ( 27.934) top5 8.594 ( 8.386) | Test: [18][50/198] Time 0.719 Data 0.001 top1 25.000 ( 27.875) top5 8.594 ( 8.391) | Test: [18][51/198] Time 0.722 Data 0.001 top1 33.594 ( 27.987) top5 5.469 ( 8.333) | Test: [18][52/198] Time 0.728 Data 0.001 top1 25.000 ( 27.930) top5 10.156 ( 8.368) | Test: [18][53/198] Time 0.790 Data 0.002 top1 25.000 ( 27.874) top5 4.688 ( 8.299) | Test: [18][54/198] Time 0.794 Data 0.001 top1 28.906 ( 27.894) top5 7.031 ( 8.275) | Test: [18][55/198] Time 0.803 Data 0.001 top1 26.562 ( 27.869) top5 7.812 ( 8.267) | Test: [18][56/198] Time 0.796 Data 0.001 top1 25.781 ( 27.832) top5 8.594 ( 8.273) | Test: [18][57/198] Time 0.775 Data 0.001 top1 25.781 ( 27.796) top5 9.375 ( 8.292) | Test: [18][58/198] Time 0.826 Data 0.001 top1 28.906 ( 27.815) top5 8.594 ( 8.297) | Test: [18][59/198] Time 0.797 Data 0.001 top1 25.781 ( 27.781) top5 7.812 ( 8.289) | Test: [18][60/198] Time 0.720 Data 0.001 top1 30.469 ( 27.826) top5 7.812 ( 8.281) | Test: [18][61/198] Time 0.751 Data 0.003 top1 24.219 ( 27.766) top5 6.250 ( 8.248) | Test: [18][62/198] Time 0.758 Data 0.001 top1 21.875 ( 27.671) top5 3.906 ( 8.178) | Test: [18][63/198] Time 0.714 Data 0.000 top1 31.250 ( 27.728) top5 10.938 ( 8.222) | Test: [18][64/198] Time 0.721 Data 0.001 top1 25.781 ( 27.698) top5 6.250 ( 8.191) | Test: [18][65/198] Time 0.739 Data 0.001 top1 27.344 ( 27.692) top5 7.812 ( 8.185) | Test: [18][66/198] Time 0.723 Data 0.001 top1 32.812 ( 27.770) top5 7.812 ( 8.179) | Test: [18][67/198] Time 0.733 Data 0.001 top1 27.344 ( 27.764) top5 10.938 ( 8.221) | Test: [18][68/198] Time 0.720 Data 0.001 top1 34.375 ( 27.861) top5 7.812 ( 8.215) | Test: [18][69/198] Time 0.719 Data 0.001 top1 17.188 ( 27.706) top5 2.344 ( 8.130) | Test: [18][70/198] Time 0.717 Data 0.001 top1 22.656 ( 27.634) top5 3.125 ( 8.058) | Test: [18][71/198] Time 0.721 Data 0.002 top1 30.469 ( 27.674) top5 10.156 ( 8.088) | Test: [18][72/198] Time 0.715 Data 0.001 top1 33.594 ( 27.756) top5 8.594 ( 8.095) | Test: [18][73/198] Time 0.748 Data 0.001 top1 35.156 ( 27.857) top5 11.719 ( 8.144) | Test: [18][74/198] Time 0.719 Data 0.001 top1 32.031 ( 27.914) top5 10.938 ( 8.182) | Test: [18][75/198] Time 0.722 Data 0.001 top1 31.250 ( 27.958) top5 12.500 ( 8.240) | Test: [18][76/198] Time 0.731 Data 0.001 top1 27.344 ( 27.950) top5 7.031 ( 8.224) | Test: [18][77/198] Time 0.790 Data 0.001 top1 27.344 ( 27.942) top5 5.469 ( 8.188) | Test: [18][78/198] Time 0.792 Data 0.000 top1 30.469 ( 27.975) top5 9.375 ( 8.203) | Test: [18][79/198] Time 0.722 Data 0.001 top1 28.125 ( 27.977) top5 5.469 ( 8.169) | Test: [18][80/198] Time 0.718 Data 0.001 top1 23.438 ( 27.920) top5 7.031 ( 8.154) | Test: [18][81/198] Time 0.720 Data 0.001 top1 32.031 ( 27.971) top5 9.375 ( 8.169) | Test: [18][82/198] Time 0.720 Data 0.001 top1 24.219 ( 27.925) top5 8.594 ( 8.175) | Test: [18][83/198] Time 0.727 Data 0.001 top1 27.344 ( 27.918) top5 7.031 ( 8.161) | Test: [18][84/198] Time 0.808 Data 0.001 top1 24.219 ( 27.874) top5 3.906 ( 8.110) | Test: [18][85/198] Time 0.724 Data 0.001 top1 31.250 ( 27.914) top5 8.594 ( 8.116) | Test: [18][86/198] Time 0.728 Data 0.001 top1 34.375 ( 27.989) top5 7.812 ( 8.112) | Test: [18][87/198] Time 0.726 Data 0.001 top1 24.219 ( 27.945) top5 10.156 ( 8.136) | Test: [18][88/198] Time 0.819 Data 0.001 top1 28.125 ( 27.947) top5 8.594 ( 8.141) | Test: [18][89/198] Time 0.802 Data 0.001 top1 28.125 ( 27.949) top5 7.812 ( 8.137) | Test: [18][90/198] Time 0.729 Data 0.001 top1 28.906 ( 27.960) top5 10.156 ( 8.160) | Test: [18][91/198] Time 0.724 Data 0.001 top1 37.500 ( 28.065) top5 8.594 ( 8.164) | Test: [18][92/198] Time 0.721 Data 0.001 top1 28.125 ( 28.066) top5 10.156 ( 8.186) | Test: [18][93/198] Time 0.717 Data 0.000 top1 28.125 ( 28.066) top5 7.812 ( 8.182) | Test: [18][94/198] Time 0.719 Data 0.000 top1 30.469 ( 28.092) top5 8.594 ( 8.187) | Test: [18][95/198] Time 0.721 Data 0.001 top1 31.250 ( 28.125) top5 10.938 ( 8.215) | Test: [18][96/198] Time 0.714 Data 0.001 top1 23.438 ( 28.076) top5 4.688 ( 8.179) | Test: [18][97/198] Time 0.740 Data 0.001 top1 30.469 ( 28.101) top5 6.250 ( 8.159) | Test: [18][98/198] Time 0.736 Data 0.000 top1 22.656 ( 28.045) top5 10.938 ( 8.187) | Test: [18][99/198] Time 0.759 Data 0.001 top1 25.000 ( 28.015) top5 9.375 ( 8.199) | Test: [18][100/198] Time 0.775 Data 0.001 top1 29.688 ( 28.031) top5 10.156 ( 8.219) | Test: [18][101/198] Time 0.774 Data 0.000 top1 25.781 ( 28.009) top5 7.031 ( 8.207) | Test: [18][102/198] Time 0.727 Data 0.000 top1 23.438 ( 27.964) top5 5.469 ( 8.180) | Test: [18][103/198] Time 0.713 Data 0.002 top1 30.469 ( 27.988) top5 8.594 ( 8.184) | Test: [18][104/198] Time 0.785 Data 0.001 top1 29.688 ( 28.005) top5 9.375 ( 8.196) | Test: [18][105/198] Time 0.718 Data 0.001 top1 26.562 ( 27.991) top5 7.812 ( 8.192) | Test: [18][106/198] Time 0.725 Data 0.001 top1 29.688 ( 28.007) top5 8.594 ( 8.196) | Test: [18][107/198] Time 0.778 Data 0.002 top1 34.375 ( 28.067) top5 13.281 ( 8.243) | Test: [18][108/198] Time 0.788 Data 0.001 top1 31.250 ( 28.096) top5 9.375 ( 8.254) | Test: [18][109/198] Time 0.753 Data 0.001 top1 30.469 ( 28.118) top5 8.594 ( 8.257) | Test: [18][110/198] Time 0.806 Data 0.001 top1 25.000 ( 28.089) top5 6.250 ( 8.239) | Test: [18][111/198] Time 0.736 Data 0.000 top1 26.562 ( 28.076) top5 5.469 ( 8.214) | Test: [18][112/198] Time 0.724 Data 0.001 top1 26.562 ( 28.062) top5 7.031 ( 8.203) | Test: [18][113/198] Time 0.719 Data 0.001 top1 27.344 ( 28.056) top5 8.594 ( 8.207) | Test: [18][114/198] Time 0.719 Data 0.001 top1 25.781 ( 28.036) top5 6.250 ( 8.189) | Test: [18][115/198] Time 0.718 Data 0.001 top1 33.594 ( 28.084) top5 7.812 ( 8.186) | Test: [18][116/198] Time 0.792 Data 0.001 top1 25.000 ( 28.058) top5 4.688 ( 8.156) | Test: [18][117/198] Time 0.765 Data 0.001 top1 23.438 ( 28.018) top5 4.688 ( 8.126) | Test: [18][118/198] Time 0.725 Data 0.001 top1 31.250 ( 28.046) top5 5.469 ( 8.104) | Test: [18][119/198] Time 0.722 Data 0.001 top1 19.531 ( 27.974) top5 7.031 ( 8.095) | Test: [18][120/198] Time 0.726 Data 0.001 top1 30.469 ( 27.995) top5 8.594 ( 8.099) | Test: [18][121/198] Time 0.720 Data 0.001 top1 24.219 ( 27.964) top5 7.812 ( 8.097) | Test: [18][122/198] Time 0.729 Data 0.001 top1 27.344 ( 27.959) top5 10.938 ( 8.120) | Test: [18][123/198] Time 0.719 Data 0.001 top1 22.656 ( 27.915) top5 5.469 ( 8.098) | Test: [18][124/198] Time 0.724 Data 0.001 top1 25.000 ( 27.892) top5 5.469 ( 8.077) | Test: [18][125/198] Time 0.718 Data 0.001 top1 27.344 ( 27.887) top5 11.719 ( 8.106) | Test: [18][126/198] Time 0.719 Data 0.000 top1 27.344 ( 27.883) top5 10.938 ( 8.129) | Test: [18][127/198] Time 0.717 Data 0.001 top1 28.906 ( 27.891) top5 8.594 ( 8.132) | Test: [18][128/198] Time 0.721 Data 0.001 top1 16.406 ( 27.802) top5 3.906 ( 8.099) | Test: [18][129/198] Time 0.713 Data 0.001 top1 33.594 ( 27.846) top5 12.500 ( 8.133) | Test: [18][130/198] Time 0.755 Data 0.001 top1 28.906 ( 27.855) top5 9.375 ( 8.143) | Test: [18][131/198] Time 0.777 Data 0.000 top1 30.469 ( 27.875) top5 10.156 ( 8.158) | Test: [18][132/198] Time 0.762 Data 0.000 top1 27.344 ( 27.871) top5 8.594 ( 8.162) | Test: [18][133/198] Time 0.776 Data 0.001 top1 29.688 ( 27.884) top5 11.719 ( 8.188) | Test: [18][134/198] Time 0.718 Data 0.001 top1 28.125 ( 27.886) top5 7.031 ( 8.180) | Test: [18][135/198] Time 0.716 Data 0.001 top1 26.562 ( 27.876) top5 3.906 ( 8.148) | Test: [18][136/198] Time 0.721 Data 0.001 top1 30.469 ( 27.895) top5 2.344 ( 8.105) | Test: [18][137/198] Time 0.724 Data 0.001 top1 29.688 ( 27.908) top5 11.719 ( 8.132) | Test: [18][138/198] Time 0.723 Data 0.001 top1 32.812 ( 27.944) top5 8.594 ( 8.135) | Test: [18][139/198] Time 0.730 Data 0.001 top1 28.125 ( 27.945) top5 7.812 ( 8.133) | Test: [18][140/198] Time 0.805 Data 0.001 top1 29.688 ( 27.958) top5 11.719 ( 8.158) | Test: [18][141/198] Time 0.751 Data 0.004 top1 22.656 ( 27.920) top5 4.688 ( 8.134) | Test: [18][142/198] Time 0.725 Data 0.000 top1 23.438 ( 27.888) top5 6.250 ( 8.121) | Test: [18][143/198] Time 0.734 Data 0.001 top1 27.344 ( 27.885) top5 7.031 ( 8.113) | Test: [18][144/198] Time 0.808 Data 0.001 top1 34.375 ( 27.930) top5 6.250 ( 8.100) | Test: [18][145/198] Time 0.818 Data 0.003 top1 22.656 ( 27.893) top5 7.812 ( 8.098) | Test: [18][146/198] Time 0.799 Data 0.001 top1 28.125 ( 27.895) top5 7.812 ( 8.096) | Test: [18][147/198] Time 0.805 Data 0.028 top1 26.562 ( 27.886) top5 8.594 ( 8.099) | Test: [18][148/198] Time 0.725 Data 0.001 top1 24.219 ( 27.861) top5 10.156 ( 8.113) | Test: [18][149/198] Time 0.722 Data 0.001 top1 34.375 ( 27.905) top5 14.844 ( 8.159) | Test: [18][150/198] Time 0.721 Data 0.001 top1 25.781 ( 27.891) top5 7.812 ( 8.156) | Test: [18][151/198] Time 0.738 Data 0.001 top1 27.344 ( 27.887) top5 9.375 ( 8.164) | Test: [18][152/198] Time 0.711 Data 0.000 top1 26.562 ( 27.878) top5 4.688 ( 8.141) | Test: [18][153/198] Time 0.719 Data 0.001 top1 29.688 ( 27.890) top5 10.156 ( 8.155) | Test: [18][154/198] Time 0.719 Data 0.001 top1 37.500 ( 27.953) top5 12.500 ( 8.183) | Test: [18][155/198] Time 0.724 Data 0.001 top1 26.562 ( 27.944) top5 9.375 ( 8.191) | Test: [18][156/198] Time 0.737 Data 0.001 top1 25.000 ( 27.925) top5 4.688 ( 8.168) | Test: [18][157/198] Time 0.720 Data 0.001 top1 27.344 ( 27.921) top5 5.469 ( 8.151) | Test: [18][158/198] Time 0.724 Data 0.001 top1 21.094 ( 27.878) top5 5.469 ( 8.134) | Test: [18][159/198] Time 0.722 Data 0.001 top1 30.469 ( 27.894) top5 12.500 ( 8.161) | Test: [18][160/198] Time 0.730 Data 0.000 top1 31.250 ( 27.915) top5 9.375 ( 8.169) | Test: [18][161/198] Time 0.718 Data 0.001 top1 32.812 ( 27.945) top5 6.250 ( 8.157) | Test: [18][162/198] Time 0.744 Data 0.001 top1 22.656 ( 27.913) top5 8.594 ( 8.160) | Test: [18][163/198] Time 0.717 Data 0.001 top1 22.656 ( 27.881) top5 8.594 ( 8.162) | Test: [18][164/198] Time 0.723 Data 0.001 top1 26.562 ( 27.873) top5 8.594 ( 8.165) | Test: [18][165/198] Time 0.797 Data 0.001 top1 21.094 ( 27.831) top5 10.156 ( 8.177) | Test: [18][166/198] Time 0.792 Data 0.001 top1 24.219 ( 27.810) top5 7.031 ( 8.170) | Test: [18][167/198] Time 0.728 Data 0.001 top1 20.312 ( 27.765) top5 3.906 ( 8.145) | Test: [18][168/198] Time 0.783 Data 0.001 top1 27.344 ( 27.762) top5 9.375 ( 8.152) | Test: [18][169/198] Time 0.794 Data 0.001 top1 26.562 ( 27.755) top5 7.031 ( 8.145) | Test: [18][170/198] Time 0.776 Data 0.001 top1 31.250 ( 27.776) top5 3.125 ( 8.116) | Test: [18][171/198] Time 0.766 Data 0.001 top1 25.000 ( 27.760) top5 9.375 ( 8.123) | Test: [18][172/198] Time 0.719 Data 0.001 top1 25.781 ( 27.748) top5 5.469 ( 8.108) | Test: [18][173/198] Time 0.724 Data 0.001 top1 34.375 ( 27.786) top5 6.250 ( 8.097) | Test: [18][174/198] Time 0.732 Data 0.001 top1 29.688 ( 27.797) top5 7.031 ( 8.091) | Test: [18][175/198] Time 0.737 Data 0.003 top1 24.219 ( 27.777) top5 4.688 ( 8.071) | Test: [18][176/198] Time 0.772 Data 0.001 top1 27.344 ( 27.774) top5 9.375 ( 8.079) | Test: [18][177/198] Time 0.763 Data 0.001 top1 30.469 ( 27.790) top5 12.500 ( 8.104) | Test: [18][178/198] Time 0.734 Data 0.001 top1 30.469 ( 27.805) top5 7.812 ( 8.102) | Test: [18][179/198] Time 0.735 Data 0.001 top1 22.656 ( 27.776) top5 5.469 ( 8.087) | Test: [18][180/198] Time 0.730 Data 0.000 top1 22.656 ( 27.747) top5 6.250 ( 8.077) | Test: [18][181/198] Time 0.737 Data 0.001 top1 28.125 ( 27.749) top5 10.938 ( 8.093) | Test: [18][182/198] Time 0.715 Data 0.001 top1 30.469 ( 27.764) top5 10.938 ( 8.109) | Test: [18][183/198] Time 0.715 Data 0.001 top1 28.906 ( 27.771) top5 7.812 ( 8.107) | Test: [18][184/198] Time 0.719 Data 0.001 top1 25.000 ( 27.756) top5 5.469 ( 8.093) | Test: [18][185/198] Time 0.726 Data 0.000 top1 24.219 ( 27.736) top5 7.031 ( 8.087) | Test: [18][186/198] Time 0.715 Data 0.001 top1 28.125 ( 27.739) top5 7.812 ( 8.086) | Test: [18][187/198] Time 0.716 Data 0.001 top1 27.344 ( 27.736) top5 7.812 ( 8.084) | Test: [18][188/198] Time 0.725 Data 0.000 top1 35.156 ( 27.776) top5 7.031 ( 8.078) | Test: [18][189/198] Time 0.718 Data 0.000 top1 33.594 ( 27.807) top5 10.156 ( 8.089) | Test: [18][190/198] Time 0.714 Data 0.000 top1 28.125 ( 27.808) top5 7.031 ( 8.084) | Test: [18][191/198] Time 0.718 Data 0.000 top1 32.812 ( 27.835) top5 10.156 ( 8.095) | Test: [18][192/198] Time 0.719 Data 0.000 top1 28.125 ( 27.836) top5 4.688 ( 8.077) | Test: [18][193/198] Time 0.719 Data 0.000 top1 23.438 ( 27.813) top5 6.250 ( 8.068) | Test: [18][194/198] Time 0.715 Data 0.000 top1 19.531 ( 27.771) top5 5.469 ( 8.054) | Test: [18][195/198] Time 0.716 Data 0.000 top1 27.344 ( 27.768) top5 5.469 ( 8.041) | Test: [18][196/198] Time 0.723 Data 0.000 top1 23.438 ( 27.746) top5 3.906 ( 8.020) | Test: [18][197/198] Time 0.255 Data 0.000 top1 32.353 ( 27.770) top5 14.706 ( 8.054) | Test: [18][198/198] Time 0.721 Data 0.000 top1 26.562 ( 27.764) top5 5.469 ( 8.041) * Finished epoch # 18 top1: 27.764 top5: 8.041 Epoch 19 => Training epoch # 19 | Epoch: [19][1/553] Time 4.983 Data 2.503 Err 0.7163 top1 18.750 top5 7.812 | Epoch: [19][2/553] Time 2.469 Data 0.001 Err 0.8361 top1 21.875 top5 9.375 | Epoch: [19][3/553] Time 2.439 Data 0.001 Err 0.7893 top1 21.094 top5 7.031 | Epoch: [19][4/553] Time 2.437 Data 0.001 Err 0.8333 top1 23.438 top5 5.469 | Epoch: [19][5/553] Time 2.431 Data 0.001 Err 0.8013 top1 22.656 top5 5.469 | Epoch: [19][6/553] Time 2.459 Data 0.001 Err 0.7687 top1 18.750 top5 6.250 | Epoch: [19][7/553] Time 2.478 Data 0.001 Err 0.7100 top1 20.312 top5 4.688 | Epoch: [19][8/553] Time 2.476 Data 0.001 Err 0.7595 top1 21.094 top5 7.031 | Epoch: [19][9/553] Time 2.443 Data 0.001 Err 0.6000 top1 18.750 top5 5.469 | Epoch: [19][10/553] Time 2.511 Data 0.001 Err 0.6046 top1 15.625 top5 4.688 | Epoch: [19][11/553] Time 2.513 Data 0.001 Err 0.5689 top1 15.625 top5 3.906 | Epoch: [19][12/553] Time 2.495 Data 0.001 Err 0.5880 top1 14.062 top5 3.125 | Epoch: [19][13/553] Time 2.448 Data 0.001 Err 0.9952 top1 23.438 top5 10.156 | Epoch: [19][14/553] Time 2.465 Data 0.001 Err 1.1016 top1 31.250 top5 5.469 | Epoch: [19][15/553] Time 2.441 Data 0.001 Err 0.8269 top1 19.531 top5 7.812 | Epoch: [19][16/553] Time 2.492 Data 0.001 Err 0.9054 top1 24.219 top5 10.156 | Epoch: [19][17/553] Time 2.487 Data 0.000 Err 0.8020 top1 21.094 top5 5.469 | Epoch: [19][18/553] Time 2.477 Data 0.001 Err 0.7915 top1 17.969 top5 7.031 | Epoch: [19][19/553] Time 2.458 Data 0.001 Err 0.8853 top1 25.781 top5 6.250 | Epoch: [19][20/553] Time 2.450 Data 0.001 Err 0.7731 top1 20.312 top5 3.906 | Epoch: [19][21/553] Time 2.511 Data 0.006 Err 0.9395 top1 25.781 top5 7.031 | Epoch: [19][22/553] Time 2.436 Data 0.001 Err 0.7306 top1 21.875 top5 7.031 | Epoch: [19][23/553] Time 2.458 Data 0.001 Err 0.6941 top1 19.531 top5 4.688 | Epoch: [19][24/553] Time 2.478 Data 0.001 Err 0.9174 top1 24.219 top5 8.594 | Epoch: [19][25/553] Time 2.441 Data 0.001 Err 0.6634 top1 20.312 top5 6.250 | Epoch: [19][26/553] Time 2.438 Data 0.001 Err 0.7854 top1 21.094 top5 7.031 | Epoch: [19][27/553] Time 2.440 Data 0.001 Err 0.7891 top1 21.094 top5 6.250 | Epoch: [19][28/553] Time 2.474 Data 0.001 Err 0.8377 top1 20.312 top5 10.938 | Epoch: [19][29/553] Time 2.446 Data 0.001 Err 0.7530 top1 21.094 top5 7.812 | Epoch: [19][30/553] Time 2.463 Data 0.001 Err 0.8895 top1 24.219 top5 7.812 | Epoch: [19][31/553] Time 2.471 Data 0.001 Err 1.0386 top1 27.344 top5 9.375 | Epoch: [19][32/553] Time 2.509 Data 0.001 Err 0.6891 top1 21.875 top5 4.688 | Epoch: [19][33/553] Time 2.490 Data 0.001 Err 0.9844 top1 32.031 top5 6.250 | Epoch: [19][34/553] Time 2.460 Data 0.001 Err 0.9396 top1 25.000 top5 7.812 | Epoch: [19][35/553] Time 2.445 Data 0.001 Err 0.7576 top1 17.969 top5 7.812 | Epoch: [19][36/553] Time 2.431 Data 0.001 Err 0.6714 top1 17.188 top5 5.469 | Epoch: [19][37/553] Time 2.443 Data 0.001 Err 0.7407 top1 21.875 top5 7.031 | Epoch: [19][38/553] Time 2.445 Data 0.001 Err 0.6490 top1 20.312 top5 3.906 | Epoch: [19][39/553] Time 2.439 Data 0.001 Err 0.6373 top1 16.406 top5 5.469 | Epoch: [19][40/553] Time 2.442 Data 0.001 Err 1.0152 top1 28.125 top5 7.812 | Epoch: [19][41/553] Time 2.454 Data 0.001 Err 0.7669 top1 20.312 top5 5.469 | Epoch: [19][42/553] Time 2.492 Data 0.001 Err 0.8544 top1 23.438 top5 7.031 | Epoch: [19][43/553] Time 2.515 Data 0.001 Err 0.7884 top1 18.750 top5 3.906 | Epoch: [19][44/553] Time 2.492 Data 0.001 Err 0.8340 top1 22.656 top5 6.250 | Epoch: [19][45/553] Time 2.454 Data 0.001 Err 0.8301 top1 22.656 top5 9.375 | Epoch: [19][46/553] Time 2.455 Data 0.001 Err 0.7495 top1 21.094 top5 7.031 | Epoch: [19][47/553] Time 2.480 Data 0.001 Err 0.6777 top1 16.406 top5 5.469 | Epoch: [19][48/553] Time 2.437 Data 0.001 Err 0.6791 top1 14.062 top5 5.469 | Epoch: [19][49/553] Time 2.432 Data 0.001 Err 0.8774 top1 25.781 top5 8.594 | Epoch: [19][50/553] Time 2.453 Data 0.001 Err 0.9955 top1 23.438 top5 10.938 | Epoch: [19][51/553] Time 2.472 Data 0.001 Err 0.6951 top1 20.312 top5 3.906 | Epoch: [19][52/553] Time 2.457 Data 0.001 Err 0.6638 top1 15.625 top5 5.469 | Epoch: [19][53/553] Time 2.486 Data 0.001 Err 0.7656 top1 21.094 top5 6.250 | Epoch: [19][54/553] Time 2.444 Data 0.001 Err 0.7732 top1 16.406 top5 8.594 | Epoch: [19][55/553] Time 2.475 Data 0.001 Err 0.9042 top1 21.875 top5 10.156 | Epoch: [19][56/553] Time 2.477 Data 0.001 Err 0.6145 top1 17.188 top5 4.688 | Epoch: [19][57/553] Time 2.483 Data 0.001 Err 0.8393 top1 22.656 top5 9.375 | Epoch: [19][58/553] Time 2.478 Data 0.001 Err 0.7682 top1 21.094 top5 6.250 | Epoch: [19][59/553] Time 2.476 Data 0.001 Err 0.6907 top1 19.531 top5 7.031 | Epoch: [19][60/553] Time 2.471 Data 0.001 Err 1.0328 top1 25.000 top5 10.938 | Epoch: [19][61/553] Time 2.454 Data 0.001 Err 0.7932 top1 17.969 top5 9.375 | Epoch: [19][62/553] Time 2.488 Data 0.001 Err 0.9526 top1 24.219 top5 9.375 | Epoch: [19][63/553] Time 2.472 Data 0.001 Err 0.6051 top1 15.625 top5 3.125 | Epoch: [19][64/553] Time 2.526 Data 0.001 Err 0.6390 top1 17.969 top5 6.250 | Epoch: [19][65/553] Time 2.454 Data 0.001 Err 0.9767 top1 24.219 top5 10.156 | Epoch: [19][66/553] Time 2.506 Data 0.001 Err 0.7160 top1 21.875 top5 3.906 | Epoch: [19][67/553] Time 2.465 Data 0.001 Err 0.6296 top1 17.969 top5 3.125 | Epoch: [19][68/553] Time 2.443 Data 0.001 Err 0.8528 top1 21.875 top5 6.250 | Epoch: [19][69/553] Time 2.438 Data 0.001 Err 0.8559 top1 18.750 top5 9.375 | Epoch: [19][70/553] Time 2.475 Data 0.001 Err 0.7699 top1 17.969 top5 5.469 | Epoch: [19][71/553] Time 2.482 Data 0.001 Err 0.6865 top1 17.188 top5 4.688 | Epoch: [19][72/553] Time 2.473 Data 0.001 Err 0.6149 top1 20.312 top5 2.344 | Epoch: [19][73/553] Time 2.448 Data 0.001 Err 0.6614 top1 23.438 top5 2.344 | Epoch: [19][74/553] Time 2.465 Data 0.001 Err 0.9610 top1 25.000 top5 8.594 | Epoch: [19][75/553] Time 2.481 Data 0.000 Err 0.7716 top1 18.750 top5 4.688 | Epoch: [19][76/553] Time 2.477 Data 0.001 Err 1.0224 top1 28.906 top5 11.719 | Epoch: [19][77/553] Time 2.457 Data 0.001 Err 0.8167 top1 21.875 top5 9.375 | Epoch: [19][78/553] Time 2.446 Data 0.001 Err 0.8389 top1 23.438 top5 8.594 | Epoch: [19][79/553] Time 2.487 Data 0.001 Err 0.9277 top1 21.875 top5 10.156 | Epoch: [19][80/553] Time 2.467 Data 0.001 Err 0.9993 top1 26.562 top5 12.500 | Epoch: [19][81/553] Time 2.478 Data 0.001 Err 0.8476 top1 23.438 top5 7.812 | Epoch: [19][82/553] Time 2.438 Data 0.001 Err 0.8732 top1 18.750 top5 8.594 | Epoch: [19][83/553] Time 2.508 Data 0.001 Err 0.7392 top1 16.406 top5 5.469 | Epoch: [19][84/553] Time 2.461 Data 0.001 Err 0.8720 top1 26.562 top5 5.469 | Epoch: [19][85/553] Time 2.483 Data 0.001 Err 0.6453 top1 17.969 top5 5.469 | Epoch: [19][86/553] Time 2.439 Data 0.001 Err 0.6256 top1 17.188 top5 6.250 | Epoch: [19][87/553] Time 2.481 Data 0.001 Err 0.7102 top1 22.656 top5 5.469 | Epoch: [19][88/553] Time 2.508 Data 0.001 Err 0.8876 top1 24.219 top5 7.812 | Epoch: [19][89/553] Time 2.452 Data 0.001 Err 0.7438 top1 21.094 top5 7.031 | Epoch: [19][90/553] Time 2.450 Data 0.001 Err 0.8261 top1 23.438 top5 5.469 | Epoch: [19][91/553] Time 2.477 Data 0.001 Err 0.8597 top1 16.406 top5 6.250 | Epoch: [19][92/553] Time 2.448 Data 0.001 Err 0.8587 top1 21.094 top5 6.250 | Epoch: [19][93/553] Time 2.475 Data 0.001 Err 0.9771 top1 22.656 top5 8.594 | Epoch: [19][94/553] Time 2.449 Data 0.001 Err 0.9411 top1 28.125 top5 8.594 | Epoch: [19][95/553] Time 2.483 Data 0.001 Err 1.1249 top1 28.906 top5 10.938 | Epoch: [19][96/553] Time 2.438 Data 0.001 Err 1.0931 top1 27.344 top5 10.938 | Epoch: [19][97/553] Time 2.444 Data 0.001 Err 1.0229 top1 25.781 top5 10.156 | Epoch: [19][98/553] Time 2.445 Data 0.001 Err 0.6808 top1 21.094 top5 7.812 | Epoch: [19][99/553] Time 2.450 Data 0.001 Err 0.8027 top1 21.094 top5 8.594 | Epoch: [19][100/553] Time 2.440 Data 0.001 Err 0.7896 top1 18.750 top5 6.250 | Epoch: [19][101/553] Time 2.440 Data 0.001 Err 0.9728 top1 30.469 top5 6.250 | Epoch: [19][102/553] Time 2.450 Data 0.001 Err 0.8346 top1 17.969 top5 8.594 | Epoch: [19][103/553] Time 2.446 Data 0.001 Err 0.7704 top1 22.656 top5 7.812 | Epoch: [19][104/553] Time 2.448 Data 0.001 Err 0.7679 top1 20.312 top5 7.812 | Epoch: [19][105/553] Time 2.481 Data 0.001 Err 0.7322 top1 21.094 top5 7.031 | Epoch: [19][106/553] Time 2.487 Data 0.001 Err 0.9323 top1 25.000 top5 7.812 | Epoch: [19][107/553] Time 2.479 Data 0.001 Err 0.9031 top1 19.531 top5 9.375 | Epoch: [19][108/553] Time 2.485 Data 0.001 Err 0.7973 top1 24.219 top5 6.250 | Epoch: [19][109/553] Time 2.446 Data 0.001 Err 0.9621 top1 23.438 top5 9.375 | Epoch: [19][110/553] Time 2.485 Data 0.001 Err 0.7431 top1 19.531 top5 6.250 | Epoch: [19][111/553] Time 2.467 Data 0.001 Err 0.6228 top1 17.969 top5 3.906 | Epoch: [19][112/553] Time 2.440 Data 0.001 Err 0.8928 top1 23.438 top5 7.812 | Epoch: [19][113/553] Time 2.453 Data 0.001 Err 0.8930 top1 28.125 top5 7.031 | Epoch: [19][114/553] Time 2.486 Data 0.001 Err 0.6394 top1 19.531 top5 4.688 | Epoch: [19][115/553] Time 2.468 Data 0.001 Err 0.7465 top1 17.969 top5 6.250 | Epoch: [19][116/553] Time 2.451 Data 0.001 Err 0.8259 top1 23.438 top5 5.469 | Epoch: [19][117/553] Time 2.453 Data 0.001 Err 0.8213 top1 20.312 top5 8.594 | Epoch: [19][118/553] Time 2.500 Data 0.001 Err 0.7835 top1 22.656 top5 10.938 | Epoch: [19][119/553] Time 2.455 Data 0.001 Err 0.8252 top1 21.094 top5 9.375 | Epoch: [19][120/553] Time 2.439 Data 0.000 Err 0.7177 top1 21.094 top5 6.250 | Epoch: [19][121/553] Time 2.445 Data 0.001 Err 0.8503 top1 21.875 top5 7.812 | Epoch: [19][122/553] Time 2.489 Data 0.001 Err 0.7965 top1 21.094 top5 7.031 | Epoch: [19][123/553] Time 2.492 Data 0.001 Err 0.7849 top1 21.094 top5 5.469 | Epoch: [19][124/553] Time 2.460 Data 0.001 Err 0.9225 top1 25.781 top5 7.812 | Epoch: [19][125/553] Time 2.461 Data 0.001 Err 0.9343 top1 23.438 top5 10.156 | Epoch: [19][126/553] Time 2.441 Data 0.001 Err 0.9298 top1 20.312 top5 7.812 | Epoch: [19][127/553] Time 2.447 Data 0.001 Err 0.8819 top1 23.438 top5 6.250 | Epoch: [19][128/553] Time 2.466 Data 0.001 Err 0.7965 top1 21.875 top5 4.688 | Epoch: [19][129/553] Time 2.443 Data 0.001 Err 0.7815 top1 19.531 top5 7.031 | Epoch: [19][130/553] Time 2.452 Data 0.001 Err 0.6257 top1 18.750 top5 2.344 | Epoch: [19][131/553] Time 2.456 Data 0.001 Err 0.6415 top1 20.312 top5 3.125 | Epoch: [19][132/553] Time 2.474 Data 0.001 Err 0.9741 top1 25.000 top5 11.719 | Epoch: [19][133/553] Time 2.442 Data 0.001 Err 0.6629 top1 19.531 top5 3.906 | Epoch: [19][134/553] Time 2.436 Data 0.001 Err 0.9497 top1 24.219 top5 7.812 | Epoch: [19][135/553] Time 2.472 Data 0.001 Err 0.8896 top1 21.094 top5 7.812 | Epoch: [19][136/553] Time 2.473 Data 0.001 Err 0.7446 top1 17.188 top5 7.031 | Epoch: [19][137/553] Time 2.487 Data 0.001 Err 0.9841 top1 30.469 top5 7.812 | Epoch: [19][138/553] Time 2.459 Data 0.001 Err 0.8062 top1 19.531 top5 7.031 | Epoch: [19][139/553] Time 2.469 Data 0.001 Err 0.9482 top1 25.781 top5 5.469 | Epoch: [19][140/553] Time 2.440 Data 0.001 Err 0.7040 top1 20.312 top5 3.125 | Epoch: [19][141/553] Time 2.481 Data 0.001 Err 0.8159 top1 23.438 top5 7.812 | Epoch: [19][142/553] Time 2.510 Data 0.001 Err 0.7782 top1 21.875 top5 4.688 | Epoch: [19][143/553] Time 2.477 Data 0.001 Err 0.7778 top1 18.750 top5 7.031 | Epoch: [19][144/553] Time 2.489 Data 0.001 Err 0.6874 top1 21.094 top5 3.906 | Epoch: [19][145/553] Time 2.486 Data 0.001 Err 0.4749 top1 13.281 top5 2.344 | Epoch: [19][146/553] Time 2.453 Data 0.002 Err 0.7872 top1 19.531 top5 5.469 | Epoch: [19][147/553] Time 2.446 Data 0.001 Err 0.8939 top1 19.531 top5 11.719 | Epoch: [19][148/553] Time 2.521 Data 0.001 Err 0.9307 top1 25.000 top5 7.812 | Epoch: [19][149/553] Time 2.444 Data 0.001 Err 0.7903 top1 17.188 top5 7.812 | Epoch: [19][150/553] Time 2.449 Data 0.001 Err 0.7014 top1 17.188 top5 5.469 | Epoch: [19][151/553] Time 2.443 Data 0.001 Err 0.8126 top1 21.875 top5 4.688 | Epoch: [19][152/553] Time 2.478 Data 0.001 Err 0.9211 top1 22.656 top5 7.031 | Epoch: [19][153/553] Time 2.447 Data 0.001 Err 0.9289 top1 25.781 top5 4.688 | Epoch: [19][154/553] Time 2.459 Data 0.001 Err 0.9909 top1 23.438 top5 9.375 | Epoch: [19][155/553] Time 2.442 Data 0.001 Err 0.7040 top1 17.969 top5 7.031 | Epoch: [19][156/553] Time 2.476 Data 0.001 Err 0.8273 top1 19.531 top5 6.250 | Epoch: [19][157/553] Time 2.455 Data 0.001 Err 0.8611 top1 23.438 top5 7.031 | Epoch: [19][158/553] Time 2.438 Data 0.000 Err 1.0126 top1 28.125 top5 8.594 | Epoch: [19][159/553] Time 2.520 Data 0.001 Err 0.8444 top1 19.531 top5 7.812 | Epoch: [19][160/553] Time 2.461 Data 0.001 Err 0.7085 top1 19.531 top5 5.469 | Epoch: [19][161/553] Time 2.444 Data 0.001 Err 0.8432 top1 21.875 top5 8.594 | Epoch: [19][162/553] Time 2.448 Data 0.001 Err 0.7964 top1 20.312 top5 8.594 | Epoch: [19][163/553] Time 2.479 Data 0.001 Err 0.9413 top1 28.906 top5 7.812 | Epoch: [19][164/553] Time 2.469 Data 0.001 Err 0.7992 top1 19.531 top5 6.250 | Epoch: [19][165/553] Time 2.443 Data 0.001 Err 0.8945 top1 21.094 top5 8.594 | Epoch: [19][166/553] Time 2.443 Data 0.001 Err 0.7461 top1 21.875 top5 5.469 | Epoch: [19][167/553] Time 2.478 Data 0.001 Err 0.6610 top1 16.406 top5 5.469 | Epoch: [19][168/553] Time 2.476 Data 0.001 Err 0.7351 top1 17.969 top5 6.250 | Epoch: [19][169/553] Time 2.456 Data 0.001 Err 0.8972 top1 17.969 top5 8.594 | Epoch: [19][170/553] Time 2.440 Data 0.001 Err 0.8236 top1 20.312 top5 8.594 | Epoch: [19][171/553] Time 2.481 Data 0.001 Err 0.8656 top1 22.656 top5 8.594 | Epoch: [19][172/553] Time 2.501 Data 0.001 Err 0.7781 top1 21.094 top5 5.469 | Epoch: [19][173/553] Time 2.436 Data 0.001 Err 0.7214 top1 17.188 top5 7.031 | Epoch: [19][174/553] Time 2.440 Data 0.001 Err 0.7471 top1 21.094 top5 6.250 | Epoch: [19][175/553] Time 2.447 Data 0.001 Err 0.6462 top1 19.531 top5 5.469 | Epoch: [19][176/553] Time 2.519 Data 0.001 Err 0.5450 top1 15.625 top5 3.906 | Epoch: [19][177/553] Time 2.447 Data 0.001 Err 0.7891 top1 21.094 top5 7.812 | Epoch: [19][178/553] Time 2.453 Data 0.001 Err 0.8853 top1 22.656 top5 6.250 | Epoch: [19][179/553] Time 2.470 Data 0.001 Err 0.7818 top1 23.438 top5 7.031 | Epoch: [19][180/553] Time 2.496 Data 0.001 Err 0.9289 top1 24.219 top5 10.938 | Epoch: [19][181/553] Time 2.477 Data 0.001 Err 0.7653 top1 18.750 top5 6.250 | Epoch: [19][182/553] Time 2.437 Data 0.001 Err 0.5999 top1 17.188 top5 3.125 | Epoch: [19][183/553] Time 2.446 Data 0.001 Err 0.8358 top1 24.219 top5 6.250 | Epoch: [19][184/553] Time 2.466 Data 0.001 Err 0.6669 top1 15.625 top5 6.250 | Epoch: [19][185/553] Time 2.449 Data 0.001 Err 0.6453 top1 16.406 top5 7.812 | Epoch: [19][186/553] Time 2.481 Data 0.001 Err 0.8463 top1 21.875 top5 7.812 | Epoch: [19][187/553] Time 2.435 Data 0.001 Err 0.8306 top1 21.094 top5 3.906 | Epoch: [19][188/553] Time 2.458 Data 0.001 Err 0.8111 top1 23.438 top5 7.031 | Epoch: [19][189/553] Time 2.445 Data 0.001 Err 1.1249 top1 27.344 top5 10.938 | Epoch: [19][190/553] Time 2.439 Data 0.001 Err 0.9964 top1 27.344 top5 7.031 | Epoch: [19][191/553] Time 2.480 Data 0.001 Err 0.8092 top1 19.531 top5 7.031 | Epoch: [19][192/553] Time 2.437 Data 0.001 Err 1.0289 top1 23.438 top5 12.500 | Epoch: [19][193/553] Time 2.489 Data 0.001 Err 0.8569 top1 23.438 top5 7.812 | Epoch: [19][194/553] Time 2.435 Data 0.001 Err 1.0929 top1 25.781 top5 12.500 | Epoch: [19][195/553] Time 2.461 Data 0.001 Err 0.6812 top1 20.312 top5 7.031 | Epoch: [19][196/553] Time 2.440 Data 0.001 Err 1.0186 top1 24.219 top5 9.375 | Epoch: [19][197/553] Time 2.433 Data 0.001 Err 0.8709 top1 23.438 top5 5.469 | Epoch: [19][198/553] Time 2.488 Data 0.001 Err 0.6567 top1 20.312 top5 3.906 | Epoch: [19][199/553] Time 2.496 Data 0.001 Err 0.7750 top1 19.531 top5 4.688 | Epoch: [19][200/553] Time 2.445 Data 0.001 Err 0.9290 top1 21.875 top5 8.594 | Epoch: [19][201/553] Time 2.452 Data 0.001 Err 0.7721 top1 22.656 top5 6.250 | Epoch: [19][202/553] Time 2.440 Data 0.001 Err 0.7057 top1 20.312 top5 5.469 | Epoch: [19][203/553] Time 2.468 Data 0.001 Err 0.7406 top1 17.969 top5 6.250 | Epoch: [19][204/553] Time 2.450 Data 0.001 Err 0.7480 top1 21.094 top5 4.688 | Epoch: [19][205/553] Time 2.438 Data 0.001 Err 0.8667 top1 26.562 top5 7.031 | Epoch: [19][206/553] Time 2.447 Data 0.001 Err 1.0692 top1 32.031 top5 8.594 | Epoch: [19][207/553] Time 2.461 Data 0.001 Err 0.8927 top1 25.000 top5 7.812 | Epoch: [19][208/553] Time 2.435 Data 0.001 Err 0.7994 top1 19.531 top5 7.031 | Epoch: [19][209/553] Time 2.441 Data 0.001 Err 0.9375 top1 25.781 top5 8.594 | Epoch: [19][210/553] Time 2.439 Data 0.001 Err 0.8355 top1 22.656 top5 5.469 | Epoch: [19][211/553] Time 2.471 Data 0.001 Err 0.8984 top1 20.312 top5 6.250 | Epoch: [19][212/553] Time 2.457 Data 0.001 Err 0.8252 top1 22.656 top5 6.250 | Epoch: [19][213/553] Time 2.448 Data 0.001 Err 0.8345 top1 21.094 top5 7.031 | Epoch: [19][214/553] Time 2.450 Data 0.000 Err 0.9106 top1 21.094 top5 6.250 | Epoch: [19][215/553] Time 2.474 Data 0.001 Err 0.7658 top1 21.875 top5 5.469 | Epoch: [19][216/553] Time 2.503 Data 0.001 Err 0.6439 top1 20.312 top5 3.125 | Epoch: [19][217/553] Time 2.466 Data 0.001 Err 0.8875 top1 25.000 top5 7.812 | Epoch: [19][218/553] Time 2.450 Data 0.001 Err 0.9402 top1 22.656 top5 8.594 | Epoch: [19][219/553] Time 2.450 Data 0.001 Err 0.7459 top1 23.438 top5 4.688 | Epoch: [19][220/553] Time 2.469 Data 0.001 Err 0.6967 top1 20.312 top5 6.250 | Epoch: [19][221/553] Time 2.452 Data 0.001 Err 1.1414 top1 27.344 top5 9.375 | Epoch: [19][222/553] Time 2.448 Data 0.001 Err 0.8624 top1 25.000 top5 6.250 | Epoch: [19][223/553] Time 2.438 Data 0.001 Err 0.8212 top1 21.875 top5 4.688 | Epoch: [19][224/553] Time 2.469 Data 0.001 Err 0.9304 top1 27.344 top5 8.594 | Epoch: [19][225/553] Time 2.466 Data 0.001 Err 0.8400 top1 21.094 top5 7.031 | Epoch: [19][226/553] Time 2.442 Data 0.001 Err 1.0327 top1 26.562 top5 13.281 | Epoch: [19][227/553] Time 2.444 Data 0.001 Err 0.8375 top1 22.656 top5 7.031 | Epoch: [19][228/553] Time 2.512 Data 0.001 Err 1.3358 top1 29.688 top5 15.625 | Epoch: [19][229/553] Time 2.475 Data 0.000 Err 0.9581 top1 26.562 top5 8.594 | Epoch: [19][230/553] Time 2.436 Data 0.001 Err 0.8278 top1 23.438 top5 7.812 | Epoch: [19][231/553] Time 2.434 Data 0.001 Err 0.7608 top1 20.312 top5 5.469 | Epoch: [19][232/553] Time 2.461 Data 0.001 Err 0.7569 top1 22.656 top5 7.031 | Epoch: [19][233/553] Time 2.448 Data 0.000 Err 0.6658 top1 18.750 top5 6.250 | Epoch: [19][234/553] Time 2.478 Data 0.001 Err 0.8402 top1 21.875 top5 7.812 | Epoch: [19][235/553] Time 2.430 Data 0.001 Err 0.6077 top1 21.094 top5 5.469 | Epoch: [19][236/553] Time 2.448 Data 0.001 Err 1.0001 top1 26.562 top5 9.375 | Epoch: [19][237/553] Time 2.444 Data 0.001 Err 1.0468 top1 28.906 top5 5.469 | Epoch: [19][238/553] Time 2.444 Data 0.001 Err 0.8084 top1 23.438 top5 4.688 | Epoch: [19][239/553] Time 2.484 Data 0.001 Err 0.7474 top1 21.875 top5 7.812 | Epoch: [19][240/553] Time 2.438 Data 0.001 Err 0.6813 top1 21.094 top5 3.906 | Epoch: [19][241/553] Time 2.472 Data 0.001 Err 0.6827 top1 20.312 top5 3.125 | Epoch: [19][242/553] Time 2.431 Data 0.001 Err 0.9730 top1 28.906 top5 9.375 | Epoch: [19][243/553] Time 2.475 Data 0.001 Err 0.8847 top1 27.344 top5 7.812 | Epoch: [19][244/553] Time 2.436 Data 0.001 Err 0.7813 top1 23.438 top5 7.812 | Epoch: [19][245/553] Time 2.434 Data 0.001 Err 0.9681 top1 24.219 top5 8.594 | Epoch: [19][246/553] Time 2.445 Data 0.001 Err 0.8309 top1 21.875 top5 7.031 | Epoch: [19][247/553] Time 2.441 Data 0.001 Err 0.9071 top1 26.562 top5 7.812 | Epoch: [19][248/553] Time 2.486 Data 0.001 Err 0.6990 top1 17.188 top5 5.469 | Epoch: [19][249/553] Time 2.449 Data 0.001 Err 0.9166 top1 21.875 top5 10.156 | Epoch: [19][250/553] Time 2.442 Data 0.001 Err 0.8131 top1 19.531 top5 7.031 | Epoch: [19][251/553] Time 2.459 Data 0.001 Err 0.6660 top1 21.875 top5 3.906 | Epoch: [19][252/553] Time 2.441 Data 0.001 Err 0.9074 top1 25.000 top5 9.375 | Epoch: [19][253/553] Time 2.469 Data 0.001 Err 0.8518 top1 24.219 top5 4.688 | Epoch: [19][254/553] Time 2.432 Data 0.001 Err 0.8894 top1 21.094 top5 7.812 | Epoch: [19][255/553] Time 2.439 Data 0.001 Err 0.8526 top1 24.219 top5 6.250 | Epoch: [19][256/553] Time 2.438 Data 0.001 Err 0.7450 top1 19.531 top5 5.469 | Epoch: [19][257/553] Time 2.435 Data 0.001 Err 0.6773 top1 14.062 top5 4.688 | Epoch: [19][258/553] Time 2.437 Data 0.001 Err 0.7959 top1 21.875 top5 5.469 | Epoch: [19][259/553] Time 2.452 Data 0.001 Err 0.8578 top1 22.656 top5 7.812 | Epoch: [19][260/553] Time 2.436 Data 0.001 Err 0.6817 top1 19.531 top5 5.469 | Epoch: [19][261/553] Time 2.454 Data 0.001 Err 0.6964 top1 21.094 top5 3.906 | Epoch: [19][262/553] Time 2.447 Data 0.001 Err 0.9209 top1 26.562 top5 7.812 | Epoch: [19][263/553] Time 2.445 Data 0.001 Err 0.7877 top1 17.969 top5 6.250 | Epoch: [19][264/553] Time 2.471 Data 0.001 Err 1.0470 top1 28.125 top5 11.719 | Epoch: [19][265/553] Time 2.441 Data 0.001 Err 1.0014 top1 22.656 top5 10.156 | Epoch: [19][266/553] Time 2.447 Data 0.001 Err 0.7114 top1 17.188 top5 7.031 | Epoch: [19][267/553] Time 2.459 Data 0.001 Err 0.9402 top1 21.875 top5 7.031 | Epoch: [19][268/553] Time 2.481 Data 0.001 Err 0.8377 top1 25.000 top5 7.031 | Epoch: [19][269/553] Time 2.452 Data 0.001 Err 0.8653 top1 25.000 top5 7.812 | Epoch: [19][270/553] Time 2.473 Data 0.001 Err 1.0009 top1 25.000 top5 12.500 | Epoch: [19][271/553] Time 2.496 Data 0.001 Err 0.7926 top1 21.875 top5 6.250 | Epoch: [19][272/553] Time 2.438 Data 0.001 Err 1.0008 top1 27.344 top5 7.812 | Epoch: [19][273/553] Time 2.433 Data 0.001 Err 0.8231 top1 25.000 top5 5.469 | Epoch: [19][274/553] Time 2.443 Data 0.001 Err 0.7142 top1 21.875 top5 5.469 | Epoch: [19][275/553] Time 2.443 Data 0.001 Err 0.7022 top1 16.406 top5 6.250 | Epoch: [19][276/553] Time 2.439 Data 0.001 Err 0.8066 top1 22.656 top5 8.594 | Epoch: [19][277/553] Time 2.454 Data 0.001 Err 1.0500 top1 25.000 top5 7.031 | Epoch: [19][278/553] Time 2.443 Data 0.001 Err 1.1870 top1 29.688 top5 14.844 | Epoch: [19][279/553] Time 2.471 Data 0.001 Err 0.9349 top1 24.219 top5 5.469 | Epoch: [19][280/553] Time 2.437 Data 0.001 Err 0.6908 top1 19.531 top5 4.688 | Epoch: [19][281/553] Time 2.445 Data 0.001 Err 0.9886 top1 27.344 top5 11.719 | Epoch: [19][282/553] Time 2.443 Data 0.001 Err 0.7021 top1 17.188 top5 3.906 | Epoch: [19][283/553] Time 2.435 Data 0.001 Err 0.8434 top1 21.094 top5 7.812 | Epoch: [19][284/553] Time 2.439 Data 0.000 Err 0.7931 top1 22.656 top5 6.250 | Epoch: [19][285/553] Time 2.457 Data 0.001 Err 0.6383 top1 16.406 top5 4.688 | Epoch: [19][286/553] Time 2.433 Data 0.001 Err 0.7779 top1 18.750 top5 5.469 | Epoch: [19][287/553] Time 2.491 Data 0.001 Err 0.8079 top1 18.750 top5 9.375 | Epoch: [19][288/553] Time 2.434 Data 0.001 Err 0.9557 top1 24.219 top5 7.031 | Epoch: [19][289/553] Time 2.477 Data 0.001 Err 1.0368 top1 28.125 top5 8.594 | Epoch: [19][290/553] Time 2.435 Data 0.001 Err 0.8257 top1 24.219 top5 7.812 | Epoch: [19][291/553] Time 2.444 Data 0.000 Err 0.6561 top1 15.625 top5 4.688 | Epoch: [19][292/553] Time 2.438 Data 0.001 Err 0.8069 top1 19.531 top5 6.250 | Epoch: [19][293/553] Time 2.435 Data 0.001 Err 0.6762 top1 17.969 top5 7.812 | Epoch: [19][294/553] Time 2.449 Data 0.001 Err 0.9090 top1 23.438 top5 10.156 | Epoch: [19][295/553] Time 2.447 Data 0.001 Err 1.0304 top1 29.688 top5 10.938 | Epoch: [19][296/553] Time 2.435 Data 0.001 Err 0.7831 top1 19.531 top5 6.250 | Epoch: [19][297/553] Time 2.526 Data 0.001 Err 0.7931 top1 21.094 top5 8.594 | Epoch: [19][298/553] Time 2.442 Data 0.001 Err 0.7237 top1 22.656 top5 4.688 | Epoch: [19][299/553] Time 2.441 Data 0.001 Err 0.7520 top1 22.656 top5 5.469 | Epoch: [19][300/553] Time 2.447 Data 0.001 Err 0.8290 top1 21.094 top5 6.250 | Epoch: [19][301/553] Time 2.451 Data 0.001 Err 0.8492 top1 24.219 top5 6.250 | Epoch: [19][302/553] Time 2.441 Data 0.001 Err 1.1091 top1 25.781 top5 10.156 | Epoch: [19][303/553] Time 2.443 Data 0.001 Err 0.8604 top1 21.094 top5 7.031 | Epoch: [19][304/553] Time 2.470 Data 0.001 Err 0.8378 top1 25.000 top5 5.469 | Epoch: [19][305/553] Time 2.443 Data 0.001 Err 1.0605 top1 28.125 top5 8.594 | Epoch: [19][306/553] Time 2.436 Data 0.001 Err 0.8157 top1 22.656 top5 4.688 | Epoch: [19][307/553] Time 2.504 Data 0.001 Err 0.8913 top1 24.219 top5 6.250 | Epoch: [19][308/553] Time 2.491 Data 0.001 Err 0.7785 top1 21.094 top5 5.469 | Epoch: [19][309/553] Time 2.439 Data 0.001 Err 0.6826 top1 18.750 top5 5.469 | Epoch: [19][310/553] Time 2.453 Data 0.001 Err 0.9651 top1 26.562 top5 10.156 | Epoch: [19][311/553] Time 2.438 Data 0.001 Err 1.0661 top1 25.781 top5 12.500 | Epoch: [19][312/553] Time 2.464 Data 0.001 Err 0.6912 top1 20.312 top5 4.688 | Epoch: [19][313/553] Time 2.433 Data 0.001 Err 0.7648 top1 19.531 top5 7.812 | Epoch: [19][314/553] Time 2.439 Data 0.001 Err 0.9137 top1 24.219 top5 8.594 | Epoch: [19][315/553] Time 2.440 Data 0.001 Err 0.8600 top1 21.094 top5 7.031 | Epoch: [19][316/553] Time 2.472 Data 0.001 Err 0.9645 top1 25.000 top5 7.812 | Epoch: [19][317/553] Time 2.444 Data 0.001 Err 0.8661 top1 18.750 top5 7.031 | Epoch: [19][318/553] Time 2.482 Data 0.001 Err 0.8823 top1 18.750 top5 7.031 | Epoch: [19][319/553] Time 2.436 Data 0.001 Err 0.7868 top1 23.438 top5 5.469 | Epoch: [19][320/553] Time 2.447 Data 0.001 Err 0.6678 top1 19.531 top5 5.469 | Epoch: [19][321/553] Time 2.460 Data 0.001 Err 0.8149 top1 22.656 top5 5.469 | Epoch: [19][322/553] Time 2.435 Data 0.001 Err 0.7733 top1 18.750 top5 6.250 | Epoch: [19][323/553] Time 2.458 Data 0.001 Err 0.8147 top1 24.219 top5 10.156 | Epoch: [19][324/553] Time 2.448 Data 0.001 Err 1.0525 top1 26.562 top5 12.500 | Epoch: [19][325/553] Time 2.437 Data 0.001 Err 1.1208 top1 27.344 top5 10.156 | Epoch: [19][326/553] Time 2.440 Data 0.001 Err 0.6354 top1 20.312 top5 2.344 | Epoch: [19][327/553] Time 2.500 Data 0.001 Err 0.9780 top1 25.781 top5 7.812 | Epoch: [19][328/553] Time 2.493 Data 0.001 Err 0.8225 top1 22.656 top5 8.594 | Epoch: [19][329/553] Time 2.484 Data 0.000 Err 0.8604 top1 24.219 top5 7.812 | Epoch: [19][330/553] Time 2.440 Data 0.001 Err 0.8774 top1 27.344 top5 7.812 | Epoch: [19][331/553] Time 2.459 Data 0.000 Err 1.0310 top1 27.344 top5 5.469 | Epoch: [19][332/553] Time 2.442 Data 0.001 Err 0.9177 top1 28.125 top5 8.594 | Epoch: [19][333/553] Time 2.453 Data 0.001 Err 0.8401 top1 23.438 top5 7.812 | Epoch: [19][334/553] Time 2.477 Data 0.001 Err 0.9211 top1 21.875 top5 9.375 | Epoch: [19][335/553] Time 2.440 Data 0.001 Err 0.6330 top1 17.188 top5 1.562 | Epoch: [19][336/553] Time 2.453 Data 0.001 Err 0.9362 top1 23.438 top5 8.594 | Epoch: [19][337/553] Time 2.445 Data 0.001 Err 0.7211 top1 17.969 top5 5.469 | Epoch: [19][338/553] Time 2.437 Data 0.001 Err 1.1443 top1 28.906 top5 11.719 | Epoch: [19][339/553] Time 2.441 Data 0.001 Err 0.7207 top1 19.531 top5 2.344 | Epoch: [19][340/553] Time 2.437 Data 0.001 Err 0.5012 top1 15.625 top5 2.344 | Epoch: [19][341/553] Time 2.445 Data 0.001 Err 0.6789 top1 19.531 top5 4.688 | Epoch: [19][342/553] Time 2.442 Data 0.001 Err 0.8415 top1 27.344 top5 3.125 | Epoch: [19][343/553] Time 2.471 Data 0.001 Err 0.8775 top1 26.562 top5 8.594 | Epoch: [19][344/553] Time 2.444 Data 0.001 Err 0.5704 top1 14.062 top5 4.688 | Epoch: [19][345/553] Time 2.459 Data 0.001 Err 0.9568 top1 25.781 top5 9.375 | Epoch: [19][346/553] Time 2.451 Data 0.001 Err 0.7923 top1 26.562 top5 7.812 | Epoch: [19][347/553] Time 2.440 Data 0.001 Err 0.9375 top1 26.562 top5 9.375 | Epoch: [19][348/553] Time 2.464 Data 0.001 Err 0.7805 top1 21.875 top5 8.594 | Epoch: [19][349/553] Time 2.465 Data 0.001 Err 0.6055 top1 14.844 top5 3.906 | Epoch: [19][350/553] Time 2.439 Data 0.000 Err 0.7557 top1 21.094 top5 3.906 | Epoch: [19][351/553] Time 2.442 Data 0.001 Err 1.0542 top1 28.125 top5 9.375 | Epoch: [19][352/553] Time 2.463 Data 0.001 Err 0.8471 top1 25.000 top5 7.812 | Epoch: [19][353/553] Time 2.465 Data 0.001 Err 0.7985 top1 25.000 top5 7.812 | Epoch: [19][354/553] Time 2.451 Data 0.001 Err 0.8269 top1 25.781 top5 3.906 | Epoch: [19][355/553] Time 2.471 Data 0.001 Err 0.8287 top1 21.094 top5 7.031 | Epoch: [19][356/553] Time 2.442 Data 0.000 Err 0.7795 top1 22.656 top5 5.469 | Epoch: [19][357/553] Time 2.490 Data 0.001 Err 0.8056 top1 22.656 top5 7.812 | Epoch: [19][358/553] Time 2.436 Data 0.000 Err 0.7089 top1 19.531 top5 6.250 | Epoch: [19][359/553] Time 2.476 Data 0.001 Err 0.9580 top1 25.781 top5 9.375 | Epoch: [19][360/553] Time 2.436 Data 0.001 Err 1.0042 top1 32.031 top5 7.812 | Epoch: [19][361/553] Time 2.441 Data 0.001 Err 0.7571 top1 20.312 top5 6.250 | Epoch: [19][362/553] Time 2.437 Data 0.001 Err 0.8648 top1 22.656 top5 5.469 | Epoch: [19][363/553] Time 2.436 Data 0.001 Err 0.8090 top1 21.094 top5 7.031 | Epoch: [19][364/553] Time 2.470 Data 0.001 Err 0.9640 top1 26.562 top5 10.156 | Epoch: [19][365/553] Time 2.442 Data 0.001 Err 0.9641 top1 22.656 top5 9.375 | Epoch: [19][366/553] Time 2.446 Data 0.001 Err 0.9201 top1 26.562 top5 5.469 | Epoch: [19][367/553] Time 2.489 Data 0.001 Err 0.8922 top1 24.219 top5 5.469 | Epoch: [19][368/553] Time 2.473 Data 0.000 Err 0.7105 top1 18.750 top5 7.031 | Epoch: [19][369/553] Time 2.437 Data 0.000 Err 0.7491 top1 23.438 top5 6.250 | Epoch: [19][370/553] Time 2.448 Data 0.001 Err 0.7179 top1 20.312 top5 6.250 | Epoch: [19][371/553] Time 2.443 Data 0.001 Err 0.7463 top1 18.750 top5 3.125 | Epoch: [19][372/553] Time 2.442 Data 0.001 Err 0.6705 top1 16.406 top5 6.250 | Epoch: [19][373/553] Time 2.459 Data 0.001 Err 0.8716 top1 21.094 top5 7.031 | Epoch: [19][374/553] Time 2.448 Data 0.001 Err 0.9083 top1 24.219 top5 5.469 | Epoch: [19][375/553] Time 2.438 Data 0.001 Err 0.7452 top1 22.656 top5 3.125 | Epoch: [19][376/553] Time 2.454 Data 0.001 Err 0.8636 top1 18.750 top5 7.031 | Epoch: [19][377/553] Time 2.438 Data 0.001 Err 1.0043 top1 24.219 top5 10.938 | Epoch: [19][378/553] Time 2.438 Data 0.001 Err 0.8312 top1 22.656 top5 9.375 | Epoch: [19][379/553] Time 2.437 Data 0.001 Err 0.8984 top1 25.781 top5 7.031 | Epoch: [19][380/553] Time 2.451 Data 0.001 Err 0.9374 top1 19.531 top5 7.812 | Epoch: [19][381/553] Time 2.448 Data 0.001 Err 0.9737 top1 25.000 top5 8.594 | Epoch: [19][382/553] Time 2.441 Data 0.001 Err 0.8876 top1 25.781 top5 8.594 | Epoch: [19][383/553] Time 2.475 Data 0.001 Err 0.7647 top1 19.531 top5 6.250 | Epoch: [19][384/553] Time 2.464 Data 0.001 Err 0.7912 top1 18.750 top5 6.250 | Epoch: [19][385/553] Time 2.442 Data 0.001 Err 0.8891 top1 25.781 top5 7.031 | Epoch: [19][386/553] Time 2.436 Data 0.001 Err 0.7270 top1 22.656 top5 6.250 | Epoch: [19][387/553] Time 2.435 Data 0.001 Err 0.9877 top1 24.219 top5 7.812 | Epoch: [19][388/553] Time 2.455 Data 0.001 Err 0.8925 top1 20.312 top5 7.812 | Epoch: [19][389/553] Time 2.502 Data 0.001 Err 0.7105 top1 18.750 top5 7.031 | Epoch: [19][390/553] Time 2.444 Data 0.001 Err 0.6101 top1 15.625 top5 3.906 | Epoch: [19][391/553] Time 2.473 Data 0.001 Err 0.7528 top1 18.750 top5 7.031 | Epoch: [19][392/553] Time 2.453 Data 0.001 Err 1.0150 top1 29.688 top5 9.375 | Epoch: [19][393/553] Time 2.438 Data 0.001 Err 0.8219 top1 21.094 top5 3.906 | Epoch: [19][394/553] Time 2.441 Data 0.001 Err 0.5788 top1 18.750 top5 3.906 | Epoch: [19][395/553] Time 2.467 Data 0.001 Err 0.7623 top1 20.312 top5 7.031 | Epoch: [19][396/553] Time 2.456 Data 0.001 Err 0.8192 top1 21.094 top5 8.594 | Epoch: [19][397/553] Time 2.477 Data 0.001 Err 0.7552 top1 20.312 top5 7.812 | Epoch: [19][398/553] Time 2.434 Data 0.001 Err 0.9810 top1 28.125 top5 7.812 | Epoch: [19][399/553] Time 2.459 Data 0.001 Err 0.7219 top1 18.750 top5 5.469 | Epoch: [19][400/553] Time 2.461 Data 0.001 Err 0.7987 top1 17.969 top5 6.250 | Epoch: [19][401/553] Time 2.440 Data 0.001 Err 0.9638 top1 27.344 top5 8.594 | Epoch: [19][402/553] Time 2.442 Data 0.001 Err 0.8136 top1 23.438 top5 7.812 | Epoch: [19][403/553] Time 2.519 Data 0.001 Err 0.9448 top1 25.000 top5 9.375 | Epoch: [19][404/553] Time 2.459 Data 0.001 Err 0.5848 top1 18.750 top5 3.125 | Epoch: [19][405/553] Time 2.438 Data 0.001 Err 1.1243 top1 28.906 top5 11.719 | Epoch: [19][406/553] Time 2.486 Data 0.001 Err 0.7142 top1 18.750 top5 6.250 | Epoch: [19][407/553] Time 2.472 Data 0.000 Err 0.7700 top1 21.875 top5 6.250 | Epoch: [19][408/553] Time 2.508 Data 0.001 Err 0.7011 top1 21.875 top5 5.469 | Epoch: [19][409/553] Time 2.469 Data 0.001 Err 0.8498 top1 23.438 top5 7.812 | Epoch: [19][410/553] Time 2.449 Data 0.001 Err 1.0662 top1 32.031 top5 7.812 | Epoch: [19][411/553] Time 2.470 Data 0.001 Err 0.8918 top1 21.875 top5 9.375 | Epoch: [19][412/553] Time 2.471 Data 0.001 Err 0.6758 top1 21.094 top5 6.250 | Epoch: [19][413/553] Time 2.460 Data 0.001 Err 0.9835 top1 25.000 top5 10.938 | Epoch: [19][414/553] Time 2.438 Data 0.001 Err 0.9339 top1 22.656 top5 10.938 | Epoch: [19][415/553] Time 2.464 Data 0.001 Err 0.8441 top1 21.875 top5 10.156 | Epoch: [19][416/553] Time 2.474 Data 0.001 Err 1.0313 top1 26.562 top5 8.594 | Epoch: [19][417/553] Time 2.464 Data 0.000 Err 0.8936 top1 21.094 top5 8.594 | Epoch: [19][418/553] Time 2.443 Data 0.001 Err 0.9485 top1 28.125 top5 8.594 | Epoch: [19][419/553] Time 2.440 Data 0.001 Err 0.8379 top1 21.875 top5 7.812 | Epoch: [19][420/553] Time 2.433 Data 0.001 Err 0.7956 top1 21.094 top5 6.250 | Epoch: [19][421/553] Time 2.503 Data 0.001 Err 0.7974 top1 18.750 top5 4.688 | Epoch: [19][422/553] Time 2.492 Data 0.001 Err 0.8280 top1 21.875 top5 9.375 | Epoch: [19][423/553] Time 2.442 Data 0.001 Err 0.8953 top1 21.094 top5 9.375 | Epoch: [19][424/553] Time 2.441 Data 0.001 Err 0.9070 top1 21.094 top5 7.812 | Epoch: [19][425/553] Time 2.466 Data 0.001 Err 0.5492 top1 16.406 top5 5.469 | Epoch: [19][426/553] Time 2.432 Data 0.001 Err 0.8394 top1 23.438 top5 7.031 | Epoch: [19][427/553] Time 2.482 Data 0.001 Err 1.0476 top1 25.000 top5 9.375 | Epoch: [19][428/553] Time 2.460 Data 0.001 Err 0.7526 top1 18.750 top5 7.031 | Epoch: [19][429/553] Time 2.438 Data 0.001 Err 0.7317 top1 17.969 top5 7.812 | Epoch: [19][430/553] Time 2.441 Data 0.001 Err 0.8088 top1 25.000 top5 7.812 | Epoch: [19][431/553] Time 2.437 Data 0.001 Err 0.7974 top1 21.875 top5 5.469 | Epoch: [19][432/553] Time 2.461 Data 0.001 Err 0.8369 top1 21.094 top5 7.812 | Epoch: [19][433/553] Time 2.443 Data 0.001 Err 0.8444 top1 21.094 top5 7.812 | Epoch: [19][434/553] Time 2.438 Data 0.001 Err 0.7654 top1 26.562 top5 6.250 | Epoch: [19][435/553] Time 2.445 Data 0.001 Err 0.9504 top1 24.219 top5 10.156 | Epoch: [19][436/553] Time 2.442 Data 0.001 Err 0.7535 top1 24.219 top5 7.812 | Epoch: [19][437/553] Time 2.450 Data 0.001 Err 0.8804 top1 23.438 top5 7.031 | Epoch: [19][438/553] Time 2.432 Data 0.000 Err 0.8383 top1 21.094 top5 7.031 | Epoch: [19][439/553] Time 2.438 Data 0.001 Err 1.0516 top1 26.562 top5 9.375 | Epoch: [19][440/553] Time 2.435 Data 0.001 Err 0.6601 top1 14.062 top5 5.469 | Epoch: [19][441/553] Time 2.450 Data 0.001 Err 1.0210 top1 27.344 top5 10.938 | Epoch: [19][442/553] Time 2.450 Data 0.001 Err 1.2450 top1 32.812 top5 10.938 | Epoch: [19][443/553] Time 2.439 Data 0.001 Err 0.8100 top1 25.000 top5 7.031 | Epoch: [19][444/553] Time 2.439 Data 0.001 Err 0.8158 top1 23.438 top5 6.250 | Epoch: [19][445/553] Time 2.447 Data 0.001 Err 0.8369 top1 24.219 top5 7.812 | Epoch: [19][446/553] Time 2.446 Data 0.001 Err 0.8694 top1 22.656 top5 9.375 | Epoch: [19][447/553] Time 2.448 Data 0.001 Err 0.9304 top1 24.219 top5 8.594 | Epoch: [19][448/553] Time 2.442 Data 0.001 Err 0.9558 top1 23.438 top5 7.031 | Epoch: [19][449/553] Time 2.465 Data 0.001 Err 0.8523 top1 21.875 top5 9.375 | Epoch: [19][450/553] Time 2.445 Data 0.001 Err 0.8969 top1 21.094 top5 6.250 | Epoch: [19][451/553] Time 2.434 Data 0.001 Err 0.7181 top1 21.094 top5 3.906 | Epoch: [19][452/553] Time 2.436 Data 0.001 Err 0.8497 top1 21.094 top5 8.594 | Epoch: [19][453/553] Time 2.481 Data 0.001 Err 0.7533 top1 21.094 top5 6.250 | Epoch: [19][454/553] Time 2.437 Data 0.001 Err 0.8303 top1 23.438 top5 8.594 | Epoch: [19][455/553] Time 2.442 Data 0.001 Err 1.0932 top1 29.688 top5 11.719 | Epoch: [19][456/553] Time 2.438 Data 0.001 Err 1.2120 top1 31.250 top5 14.062 | Epoch: [19][457/553] Time 2.456 Data 0.001 Err 1.0716 top1 31.250 top5 10.938 | Epoch: [19][458/553] Time 2.439 Data 0.001 Err 0.7489 top1 20.312 top5 6.250 | Epoch: [19][459/553] Time 2.447 Data 0.001 Err 1.0785 top1 27.344 top5 14.062 | Epoch: [19][460/553] Time 2.434 Data 0.001 Err 0.8761 top1 21.875 top5 7.031 | Epoch: [19][461/553] Time 2.472 Data 0.001 Err 0.7368 top1 24.219 top5 6.250 | Epoch: [19][462/553] Time 2.440 Data 0.001 Err 0.9390 top1 25.000 top5 8.594 | Epoch: [19][463/553] Time 2.524 Data 0.001 Err 0.9243 top1 24.219 top5 7.031 | Epoch: [19][464/553] Time 2.443 Data 0.001 Err 0.8428 top1 22.656 top5 6.250 | Epoch: [19][465/553] Time 2.461 Data 0.001 Err 0.7971 top1 22.656 top5 3.125 | Epoch: [19][466/553] Time 2.435 Data 0.001 Err 1.0717 top1 29.688 top5 9.375 | Epoch: [19][467/553] Time 2.465 Data 0.001 Err 0.8793 top1 27.344 top5 7.812 | Epoch: [19][468/553] Time 2.462 Data 0.001 Err 0.8433 top1 21.875 top5 7.031 | Epoch: [19][469/553] Time 2.470 Data 0.001 Err 1.0419 top1 25.781 top5 9.375 | Epoch: [19][470/553] Time 2.441 Data 0.001 Err 0.7914 top1 22.656 top5 5.469 | Epoch: [19][471/553] Time 2.472 Data 0.001 Err 0.9383 top1 26.562 top5 8.594 | Epoch: [19][472/553] Time 2.439 Data 0.001 Err 0.7166 top1 20.312 top5 6.250 | Epoch: [19][473/553] Time 2.462 Data 0.001 Err 0.6694 top1 19.531 top5 3.906 | Epoch: [19][474/553] Time 2.459 Data 0.001 Err 0.5924 top1 17.969 top5 1.562 | Epoch: [19][475/553] Time 2.450 Data 0.001 Err 0.8612 top1 27.344 top5 5.469 | Epoch: [19][476/553] Time 2.440 Data 0.001 Err 1.0260 top1 31.250 top5 10.156 | Epoch: [19][477/553] Time 2.459 Data 0.001 Err 0.7191 top1 17.969 top5 7.031 | Epoch: [19][478/553] Time 2.508 Data 0.001 Err 0.7764 top1 23.438 top5 5.469 | Epoch: [19][479/553] Time 2.445 Data 0.001 Err 0.8504 top1 23.438 top5 7.031 | Epoch: [19][480/553] Time 2.437 Data 0.001 Err 1.1375 top1 31.250 top5 10.938 | Epoch: [19][481/553] Time 2.454 Data 0.001 Err 0.8946 top1 20.312 top5 8.594 | Epoch: [19][482/553] Time 2.467 Data 0.001 Err 0.8874 top1 26.562 top5 7.812 | Epoch: [19][483/553] Time 2.470 Data 0.000 Err 0.8109 top1 23.438 top5 6.250 | Epoch: [19][484/553] Time 2.449 Data 0.001 Err 0.7750 top1 21.094 top5 8.594 | Epoch: [19][485/553] Time 2.436 Data 0.001 Err 0.7008 top1 15.625 top5 4.688 | Epoch: [19][486/553] Time 2.449 Data 0.001 Err 0.9436 top1 28.906 top5 9.375 | Epoch: [19][487/553] Time 2.466 Data 0.001 Err 0.7920 top1 21.094 top5 8.594 | Epoch: [19][488/553] Time 2.437 Data 0.001 Err 1.0938 top1 26.562 top5 8.594 | Epoch: [19][489/553] Time 2.442 Data 0.001 Err 0.9374 top1 21.094 top5 10.938 | Epoch: [19][490/553] Time 2.458 Data 0.001 Err 0.8365 top1 23.438 top5 7.812 | Epoch: [19][491/553] Time 2.443 Data 0.001 Err 0.6743 top1 17.188 top5 1.562 | Epoch: [19][492/553] Time 2.437 Data 0.001 Err 0.7460 top1 19.531 top5 6.250 | Epoch: [19][493/553] Time 2.439 Data 0.001 Err 0.9301 top1 22.656 top5 9.375 | Epoch: [19][494/553] Time 2.452 Data 0.001 Err 0.8352 top1 21.875 top5 8.594 | Epoch: [19][495/553] Time 2.437 Data 0.001 Err 0.9837 top1 23.438 top5 8.594 | Epoch: [19][496/553] Time 2.449 Data 0.001 Err 0.7205 top1 18.750 top5 3.125 | Epoch: [19][497/553] Time 2.458 Data 0.001 Err 0.8875 top1 25.000 top5 7.031 | Epoch: [19][498/553] Time 2.450 Data 0.001 Err 0.7670 top1 20.312 top5 4.688 | Epoch: [19][499/553] Time 2.435 Data 0.001 Err 0.9159 top1 22.656 top5 7.812 | Epoch: [19][500/553] Time 2.503 Data 0.001 Err 0.7565 top1 17.969 top5 6.250 | Epoch: [19][501/553] Time 2.465 Data 0.001 Err 0.8965 top1 26.562 top5 8.594 | Epoch: [19][502/553] Time 2.439 Data 0.000 Err 0.9551 top1 26.562 top5 7.812 | Epoch: [19][503/553] Time 2.465 Data 0.001 Err 0.9894 top1 30.469 top5 7.812 | Epoch: [19][504/553] Time 2.463 Data 0.001 Err 0.8792 top1 24.219 top5 3.906 | Epoch: [19][505/553] Time 2.444 Data 0.001 Err 0.6489 top1 18.750 top5 3.906 | Epoch: [19][506/553] Time 2.440 Data 0.001 Err 0.8432 top1 27.344 top5 6.250 | Epoch: [19][507/553] Time 2.457 Data 0.001 Err 0.9348 top1 22.656 top5 8.594 | Epoch: [19][508/553] Time 2.467 Data 0.001 Err 0.5751 top1 16.406 top5 4.688 | Epoch: [19][509/553] Time 2.448 Data 0.001 Err 0.7859 top1 25.000 top5 4.688 | Epoch: [19][510/553] Time 2.450 Data 0.000 Err 0.7505 top1 21.875 top5 7.031 | Epoch: [19][511/553] Time 2.459 Data 0.001 Err 0.8750 top1 21.094 top5 8.594 | Epoch: [19][512/553] Time 2.433 Data 0.001 Err 1.0140 top1 25.000 top5 9.375 | Epoch: [19][513/553] Time 2.462 Data 0.001 Err 1.0184 top1 27.344 top5 8.594 | Epoch: [19][514/553] Time 2.440 Data 0.001 Err 0.9278 top1 25.781 top5 7.031 | Epoch: [19][515/553] Time 2.437 Data 0.001 Err 0.7530 top1 21.875 top5 9.375 | Epoch: [19][516/553] Time 2.479 Data 0.001 Err 0.9079 top1 25.781 top5 7.812 | Epoch: [19][517/553] Time 2.455 Data 0.001 Err 0.7395 top1 19.531 top5 2.344 | Epoch: [19][518/553] Time 2.446 Data 0.001 Err 0.8378 top1 20.312 top5 6.250 | Epoch: [19][519/553] Time 2.467 Data 0.001 Err 0.7460 top1 19.531 top5 7.031 | Epoch: [19][520/553] Time 2.452 Data 0.001 Err 0.9696 top1 26.562 top5 7.812 | Epoch: [19][521/553] Time 2.445 Data 0.001 Err 0.7647 top1 21.094 top5 6.250 | Epoch: [19][522/553] Time 2.451 Data 0.001 Err 0.7414 top1 21.875 top5 4.688 | Epoch: [19][523/553] Time 2.471 Data 0.001 Err 0.6625 top1 19.531 top5 5.469 | Epoch: [19][524/553] Time 2.471 Data 0.001 Err 0.6272 top1 21.094 top5 2.344 | Epoch: [19][525/553] Time 2.466 Data 0.001 Err 0.8216 top1 20.312 top5 9.375 | Epoch: [19][526/553] Time 2.440 Data 0.001 Err 0.7257 top1 17.969 top5 7.031 | Epoch: [19][527/553] Time 2.467 Data 0.001 Err 1.0299 top1 26.562 top5 9.375 | Epoch: [19][528/553] Time 2.475 Data 0.001 Err 0.8395 top1 26.562 top5 7.031 | Epoch: [19][529/553] Time 2.436 Data 0.001 Err 1.0655 top1 28.906 top5 10.156 | Epoch: [19][530/553] Time 2.436 Data 0.001 Err 1.0211 top1 21.875 top5 10.938 | Epoch: [19][531/553] Time 2.462 Data 0.000 Err 0.7592 top1 20.312 top5 5.469 | Epoch: [19][532/553] Time 2.458 Data 0.001 Err 0.8340 top1 20.312 top5 7.031 | Epoch: [19][533/553] Time 2.457 Data 0.001 Err 0.8425 top1 22.656 top5 7.031 | Epoch: [19][534/553] Time 2.480 Data 0.001 Err 0.6489 top1 17.969 top5 4.688 | Epoch: [19][535/553] Time 2.472 Data 0.001 Err 0.8476 top1 28.125 top5 4.688 | Epoch: [19][536/553] Time 2.441 Data 0.001 Err 0.9684 top1 23.438 top5 10.938 | Epoch: [19][537/553] Time 2.498 Data 0.001 Err 0.6193 top1 19.531 top5 3.906 | Epoch: [19][538/553] Time 2.439 Data 0.001 Err 0.7698 top1 21.875 top5 4.688 | Epoch: [19][539/553] Time 2.442 Data 0.001 Err 0.7168 top1 21.094 top5 7.812 | Epoch: [19][540/553] Time 2.487 Data 0.001 Err 0.7836 top1 23.438 top5 6.250 | Epoch: [19][541/553] Time 2.446 Data 0.001 Err 0.8150 top1 22.656 top5 5.469 | Epoch: [19][542/553] Time 2.443 Data 0.001 Err 1.0813 top1 27.344 top5 11.719 | Epoch: [19][543/553] Time 2.442 Data 0.000 Err 0.7716 top1 21.094 top5 3.906 | Epoch: [19][544/553] Time 2.442 Data 0.000 Err 0.9895 top1 25.781 top5 8.594 | Epoch: [19][545/553] Time 2.434 Data 0.000 Err 0.7047 top1 15.625 top5 3.906 | Epoch: [19][546/553] Time 2.434 Data 0.000 Err 0.6789 top1 15.625 top5 4.688 | Epoch: [19][547/553] Time 2.443 Data 0.000 Err 0.8960 top1 23.438 top5 7.031 | Epoch: [19][548/553] Time 2.441 Data 0.000 Err 0.9967 top1 25.000 top5 9.375 | Epoch: [19][549/553] Time 2.435 Data 0.000 Err 0.8459 top1 22.656 top5 8.594 | Epoch: [19][550/553] Time 2.437 Data 0.000 Err 0.6061 top1 17.188 top5 4.688 | Epoch: [19][551/553] Time 2.444 Data 0.000 Err 0.8941 top1 25.781 top5 7.812 | Epoch: [19][552/553] Time 2.433 Data 0.000 Err 0.9666 top1 23.438 top5 10.938 | Epoch: [19][553/553] Time 1.028 Data 0.000 Err 0.9495 top1 22.727 top5 9.091 | Test: [19][1/198] Time 2.440 Data 1.709 top1 34.375 ( 34.375) top5 12.500 ( 12.500) | Test: [19][2/198] Time 0.734 Data 0.001 top1 24.219 ( 29.297) top5 7.031 ( 9.766) | Test: [19][3/198] Time 0.710 Data 0.000 top1 24.219 ( 27.604) top5 7.031 ( 8.854) | Test: [19][4/198] Time 0.718 Data 0.001 top1 32.031 ( 28.711) top5 8.594 ( 8.789) | Test: [19][5/198] Time 0.717 Data 0.001 top1 24.219 ( 27.812) top5 9.375 ( 8.906) | Test: [19][6/198] Time 0.716 Data 0.001 top1 31.250 ( 28.385) top5 14.062 ( 9.766) | Test: [19][7/198] Time 0.715 Data 0.001 top1 30.469 ( 28.683) top5 10.156 ( 9.821) | Test: [19][8/198] Time 0.717 Data 0.001 top1 27.344 ( 28.516) top5 10.938 ( 9.961) | Test: [19][9/198] Time 0.716 Data 0.001 top1 25.781 ( 28.212) top5 5.469 ( 9.462) | Test: [19][10/198] Time 0.714 Data 0.001 top1 25.781 ( 27.969) top5 5.469 ( 9.062) | Test: [19][11/198] Time 0.715 Data 0.001 top1 21.875 ( 27.415) top5 9.375 ( 9.091) | Test: [19][12/198] Time 0.724 Data 0.001 top1 32.812 ( 27.865) top5 11.719 ( 9.310) | Test: [19][13/198] Time 0.715 Data 0.001 top1 32.031 ( 28.185) top5 10.938 ( 9.435) | Test: [19][14/198] Time 0.723 Data 0.001 top1 34.375 ( 28.627) top5 11.719 ( 9.598) | Test: [19][15/198] Time 0.717 Data 0.001 top1 31.250 ( 28.802) top5 13.281 ( 9.844) | Test: [19][16/198] Time 0.715 Data 0.001 top1 35.938 ( 29.248) top5 10.156 ( 9.863) | Test: [19][17/198] Time 0.719 Data 0.001 top1 32.812 ( 29.458) top5 11.719 ( 9.972) | Test: [19][18/198] Time 0.735 Data 0.001 top1 26.562 ( 29.297) top5 8.594 ( 9.896) | Test: [19][19/198] Time 0.736 Data 0.001 top1 27.344 ( 29.194) top5 10.156 ( 9.910) | Test: [19][20/198] Time 0.713 Data 0.001 top1 30.469 ( 29.258) top5 7.031 ( 9.766) | Test: [19][21/198] Time 0.723 Data 0.001 top1 28.906 ( 29.241) top5 7.031 ( 9.635) | Test: [19][22/198] Time 0.721 Data 0.001 top1 33.594 ( 29.439) top5 10.938 ( 9.695) | Test: [19][23/198] Time 0.717 Data 0.001 top1 29.688 ( 29.450) top5 9.375 ( 9.681) | Test: [19][24/198] Time 0.722 Data 0.001 top1 28.906 ( 29.427) top5 11.719 ( 9.766) | Test: [19][25/198] Time 0.721 Data 0.001 top1 30.469 ( 29.469) top5 10.938 ( 9.812) | Test: [19][26/198] Time 0.724 Data 0.001 top1 29.688 ( 29.477) top5 10.938 ( 9.856) | Test: [19][27/198] Time 0.715 Data 0.001 top1 26.562 ( 29.369) top5 8.594 ( 9.809) | Test: [19][28/198] Time 0.723 Data 0.001 top1 30.469 ( 29.408) top5 8.594 ( 9.766) | Test: [19][29/198] Time 0.726 Data 0.001 top1 27.344 ( 29.337) top5 7.812 ( 9.698) | Test: [19][30/198] Time 0.722 Data 0.001 top1 27.344 ( 29.271) top5 3.906 ( 9.505) | Test: [19][31/198] Time 0.737 Data 0.001 top1 26.562 ( 29.183) top5 6.250 ( 9.400) | Test: [19][32/198] Time 0.719 Data 0.001 top1 34.375 ( 29.346) top5 11.719 ( 9.473) | Test: [19][33/198] Time 0.736 Data 0.001 top1 19.531 ( 29.048) top5 9.375 ( 9.470) | Test: [19][34/198] Time 0.721 Data 0.001 top1 26.562 ( 28.975) top5 9.375 ( 9.467) | Test: [19][35/198] Time 0.714 Data 0.001 top1 24.219 ( 28.839) top5 9.375 ( 9.464) | Test: [19][36/198] Time 0.716 Data 0.001 top1 28.125 ( 28.819) top5 8.594 ( 9.440) | Test: [19][37/198] Time 0.714 Data 0.001 top1 32.812 ( 28.927) top5 7.031 ( 9.375) | Test: [19][38/198] Time 0.720 Data 0.001 top1 26.562 ( 28.865) top5 10.156 ( 9.396) | Test: [19][39/198] Time 0.719 Data 0.001 top1 27.344 ( 28.826) top5 9.375 ( 9.395) | Test: [19][40/198] Time 0.713 Data 0.001 top1 27.344 ( 28.789) top5 10.938 ( 9.434) | Test: [19][41/198] Time 0.718 Data 0.001 top1 28.906 ( 28.792) top5 12.500 ( 9.508) | Test: [19][42/198] Time 0.721 Data 0.001 top1 27.344 ( 28.757) top5 6.250 ( 9.431) | Test: [19][43/198] Time 0.730 Data 0.003 top1 28.906 ( 28.761) top5 10.156 ( 9.448) | Test: [19][44/198] Time 0.730 Data 0.001 top1 31.250 ( 28.817) top5 8.594 ( 9.428) | Test: [19][45/198] Time 0.786 Data 0.001 top1 26.562 ( 28.767) top5 7.812 ( 9.392) | Test: [19][46/198] Time 0.719 Data 0.001 top1 31.250 ( 28.821) top5 8.594 ( 9.375) | Test: [19][47/198] Time 0.724 Data 0.001 top1 32.812 ( 28.906) top5 7.031 ( 9.325) | Test: [19][48/198] Time 0.715 Data 0.001 top1 31.250 ( 28.955) top5 9.375 ( 9.326) | Test: [19][49/198] Time 0.726 Data 0.001 top1 29.688 ( 28.970) top5 6.250 ( 9.263) | Test: [19][50/198] Time 0.715 Data 0.001 top1 32.031 ( 29.031) top5 10.156 ( 9.281) | Test: [19][51/198] Time 0.716 Data 0.001 top1 26.562 ( 28.983) top5 10.156 ( 9.298) | Test: [19][52/198] Time 0.724 Data 0.001 top1 23.438 ( 28.876) top5 7.812 ( 9.270) | Test: [19][53/198] Time 0.729 Data 0.001 top1 35.156 ( 28.995) top5 17.188 ( 9.419) | Test: [19][54/198] Time 0.734 Data 0.001 top1 29.688 ( 29.008) top5 9.375 ( 9.418) | Test: [19][55/198] Time 0.733 Data 0.001 top1 35.156 ( 29.119) top5 14.062 ( 9.503) | Test: [19][56/198] Time 0.732 Data 0.001 top1 32.812 ( 29.185) top5 10.156 ( 9.515) | Test: [19][57/198] Time 0.725 Data 0.001 top1 29.688 ( 29.194) top5 14.062 ( 9.594) | Test: [19][58/198] Time 0.717 Data 0.001 top1 21.094 ( 29.054) top5 8.594 ( 9.577) | Test: [19][59/198] Time 0.723 Data 0.001 top1 28.906 ( 29.052) top5 11.719 ( 9.613) | Test: [19][60/198] Time 0.718 Data 0.001 top1 27.344 ( 29.023) top5 10.156 ( 9.622) | Test: [19][61/198] Time 0.725 Data 0.000 top1 28.125 ( 29.009) top5 11.719 ( 9.657) | Test: [19][62/198] Time 0.717 Data 0.001 top1 30.469 ( 29.032) top5 12.500 ( 9.703) | Test: [19][63/198] Time 0.716 Data 0.001 top1 29.688 ( 29.043) top5 9.375 ( 9.697) | Test: [19][64/198] Time 0.722 Data 0.001 top1 35.938 ( 29.150) top5 14.062 ( 9.766) | Test: [19][65/198] Time 0.724 Data 0.000 top1 29.688 ( 29.159) top5 10.938 ( 9.784) | Test: [19][66/198] Time 0.734 Data 0.001 top1 19.531 ( 29.013) top5 6.250 ( 9.730) | Test: [19][67/198] Time 0.716 Data 0.001 top1 30.469 ( 29.035) top5 9.375 ( 9.725) | Test: [19][68/198] Time 0.721 Data 0.001 top1 25.000 ( 28.975) top5 9.375 ( 9.720) | Test: [19][69/198] Time 0.716 Data 0.001 top1 34.375 ( 29.053) top5 14.062 ( 9.783) | Test: [19][70/198] Time 0.723 Data 0.003 top1 29.688 ( 29.062) top5 5.469 ( 9.721) | Test: [19][71/198] Time 0.719 Data 0.000 top1 30.469 ( 29.082) top5 12.500 ( 9.760) | Test: [19][72/198] Time 0.723 Data 0.001 top1 29.688 ( 29.091) top5 10.156 ( 9.766) | Test: [19][73/198] Time 0.726 Data 0.001 top1 25.781 ( 29.045) top5 8.594 ( 9.750) | Test: [19][74/198] Time 0.728 Data 0.001 top1 31.250 ( 29.075) top5 7.031 ( 9.713) | Test: [19][75/198] Time 0.809 Data 0.001 top1 35.156 ( 29.156) top5 14.062 ( 9.771) | Test: [19][76/198] Time 0.785 Data 0.001 top1 28.125 ( 29.143) top5 10.156 ( 9.776) | Test: [19][77/198] Time 0.792 Data 0.001 top1 24.219 ( 29.079) top5 7.812 ( 9.750) | Test: [19][78/198] Time 0.720 Data 0.001 top1 40.625 ( 29.227) top5 12.500 ( 9.786) | Test: [19][79/198] Time 0.721 Data 0.002 top1 25.781 ( 29.183) top5 10.156 ( 9.790) | Test: [19][80/198] Time 0.725 Data 0.001 top1 37.500 ( 29.287) top5 13.281 ( 9.834) | Test: [19][81/198] Time 0.718 Data 0.001 top1 28.125 ( 29.273) top5 9.375 ( 9.828) | Test: [19][82/198] Time 0.716 Data 0.001 top1 26.562 ( 29.240) top5 11.719 ( 9.851) | Test: [19][83/198] Time 0.712 Data 0.000 top1 21.094 ( 29.142) top5 8.594 ( 9.836) | Test: [19][84/198] Time 0.722 Data 0.001 top1 29.688 ( 29.148) top5 12.500 ( 9.868) | Test: [19][85/198] Time 0.716 Data 0.001 top1 32.812 ( 29.191) top5 12.500 ( 9.899) | Test: [19][86/198] Time 0.728 Data 0.001 top1 24.219 ( 29.133) top5 6.250 ( 9.856) | Test: [19][87/198] Time 0.716 Data 0.001 top1 28.125 ( 29.122) top5 10.156 ( 9.860) | Test: [19][88/198] Time 0.731 Data 0.001 top1 24.219 ( 29.066) top5 7.812 ( 9.837) | Test: [19][89/198] Time 0.712 Data 0.001 top1 28.906 ( 29.064) top5 7.812 ( 9.814) | Test: [19][90/198] Time 0.717 Data 0.001 top1 28.125 ( 29.054) top5 5.469 ( 9.766) | Test: [19][91/198] Time 0.726 Data 0.001 top1 36.719 ( 29.138) top5 14.062 ( 9.813) | Test: [19][92/198] Time 0.712 Data 0.001 top1 32.031 ( 29.169) top5 13.281 ( 9.851) | Test: [19][93/198] Time 0.718 Data 0.001 top1 27.344 ( 29.150) top5 8.594 ( 9.837) | Test: [19][94/198] Time 0.721 Data 0.001 top1 29.688 ( 29.156) top5 7.031 ( 9.807) | Test: [19][95/198] Time 0.721 Data 0.001 top1 32.812 ( 29.194) top5 10.156 ( 9.811) | Test: [19][96/198] Time 0.722 Data 0.001 top1 24.219 ( 29.142) top5 7.031 ( 9.782) | Test: [19][97/198] Time 0.723 Data 0.001 top1 28.125 ( 29.132) top5 9.375 ( 9.778) | Test: [19][98/198] Time 0.720 Data 0.001 top1 25.781 ( 29.098) top5 4.688 ( 9.726) | Test: [19][99/198] Time 0.728 Data 0.001 top1 25.781 ( 29.064) top5 10.156 ( 9.730) | Test: [19][100/198] Time 0.740 Data 0.001 top1 31.250 ( 29.086) top5 9.375 ( 9.727) | Test: [19][101/198] Time 0.773 Data 0.001 top1 35.938 ( 29.154) top5 11.719 ( 9.746) | Test: [19][102/198] Time 0.779 Data 0.001 top1 30.469 ( 29.167) top5 13.281 ( 9.781) | Test: [19][103/198] Time 0.731 Data 0.001 top1 27.344 ( 29.149) top5 10.156 ( 9.785) | Test: [19][104/198] Time 0.716 Data 0.001 top1 32.812 ( 29.184) top5 10.156 ( 9.788) | Test: [19][105/198] Time 0.725 Data 0.004 top1 23.438 ( 29.129) top5 8.594 ( 9.777) | Test: [19][106/198] Time 0.720 Data 0.003 top1 25.000 ( 29.091) top5 6.250 ( 9.744) | Test: [19][107/198] Time 0.742 Data 0.001 top1 27.344 ( 29.074) top5 7.812 ( 9.725) | Test: [19][108/198] Time 0.738 Data 0.001 top1 32.812 ( 29.109) top5 10.938 ( 9.737) | Test: [19][109/198] Time 0.714 Data 0.001 top1 40.625 ( 29.214) top5 12.500 ( 9.762) | Test: [19][110/198] Time 0.718 Data 0.001 top1 27.344 ( 29.197) top5 11.719 ( 9.780) | Test: [19][111/198] Time 0.722 Data 0.000 top1 25.000 ( 29.160) top5 10.156 ( 9.783) | Test: [19][112/198] Time 0.740 Data 0.001 top1 22.656 ( 29.102) top5 7.812 ( 9.766) | Test: [19][113/198] Time 0.714 Data 0.001 top1 27.344 ( 29.086) top5 8.594 ( 9.755) | Test: [19][114/198] Time 0.721 Data 0.001 top1 27.344 ( 29.071) top5 6.250 ( 9.725) | Test: [19][115/198] Time 0.716 Data 0.001 top1 29.688 ( 29.076) top5 11.719 ( 9.742) | Test: [19][116/198] Time 0.725 Data 0.001 top1 24.219 ( 29.034) top5 10.156 ( 9.745) | Test: [19][117/198] Time 0.717 Data 0.001 top1 21.875 ( 28.973) top5 11.719 ( 9.762) | Test: [19][118/198] Time 0.719 Data 0.000 top1 29.688 ( 28.979) top5 8.594 ( 9.752) | Test: [19][119/198] Time 0.722 Data 0.001 top1 32.031 ( 29.005) top5 7.812 ( 9.736) | Test: [19][120/198] Time 0.717 Data 0.001 top1 25.781 ( 28.978) top5 7.812 ( 9.720) | Test: [19][121/198] Time 0.718 Data 0.000 top1 28.125 ( 28.971) top5 13.281 ( 9.749) | Test: [19][122/198] Time 0.716 Data 0.001 top1 33.594 ( 29.009) top5 13.281 ( 9.778) | Test: [19][123/198] Time 0.735 Data 0.001 top1 20.312 ( 28.938) top5 6.250 ( 9.750) | Test: [19][124/198] Time 0.724 Data 0.001 top1 30.469 ( 28.950) top5 10.156 ( 9.753) | Test: [19][125/198] Time 0.719 Data 0.001 top1 20.312 ( 28.881) top5 7.812 ( 9.738) | Test: [19][126/198] Time 0.720 Data 0.001 top1 28.125 ( 28.875) top5 9.375 ( 9.735) | Test: [19][127/198] Time 0.717 Data 0.001 top1 29.688 ( 28.882) top5 10.156 ( 9.738) | Test: [19][128/198] Time 0.729 Data 0.001 top1 29.688 ( 28.888) top5 9.375 ( 9.735) | Test: [19][129/198] Time 0.719 Data 0.001 top1 32.812 ( 28.918) top5 11.719 ( 9.750) | Test: [19][130/198] Time 0.721 Data 0.001 top1 25.000 ( 28.888) top5 6.250 ( 9.724) | Test: [19][131/198] Time 0.800 Data 0.001 top1 32.812 ( 28.918) top5 11.719 ( 9.739) | Test: [19][132/198] Time 0.781 Data 0.001 top1 34.375 ( 28.960) top5 10.156 ( 9.742) | Test: [19][133/198] Time 0.740 Data 0.001 top1 31.250 ( 28.977) top5 11.719 ( 9.757) | Test: [19][134/198] Time 0.719 Data 0.001 top1 28.906 ( 28.976) top5 13.281 ( 9.783) | Test: [19][135/198] Time 0.721 Data 0.001 top1 39.844 ( 29.057) top5 15.625 ( 9.826) | Test: [19][136/198] Time 0.717 Data 0.001 top1 30.469 ( 29.067) top5 11.719 ( 9.840) | Test: [19][137/198] Time 0.718 Data 0.001 top1 22.656 ( 29.020) top5 5.469 ( 9.808) | Test: [19][138/198] Time 0.716 Data 0.001 top1 32.031 ( 29.042) top5 8.594 ( 9.800) | Test: [19][139/198] Time 0.725 Data 0.001 top1 24.219 ( 29.007) top5 6.250 ( 9.774) | Test: [19][140/198] Time 0.717 Data 0.001 top1 28.125 ( 29.001) top5 8.594 ( 9.766) | Test: [19][141/198] Time 0.716 Data 0.001 top1 25.781 ( 28.978) top5 7.031 ( 9.746) | Test: [19][142/198] Time 0.712 Data 0.001 top1 18.750 ( 28.906) top5 7.031 ( 9.727) | Test: [19][143/198] Time 0.724 Data 0.001 top1 29.688 ( 28.912) top5 11.719 ( 9.741) | Test: [19][144/198] Time 0.734 Data 0.001 top1 23.438 ( 28.874) top5 6.250 ( 9.717) | Test: [19][145/198] Time 0.714 Data 0.000 top1 29.688 ( 28.879) top5 8.594 ( 9.709) | Test: [19][146/198] Time 0.728 Data 0.001 top1 28.906 ( 28.879) top5 10.156 ( 9.712) | Test: [19][147/198] Time 0.716 Data 0.001 top1 25.000 ( 28.853) top5 10.938 ( 9.720) | Test: [19][148/198] Time 0.714 Data 0.001 top1 21.875 ( 28.806) top5 3.906 ( 9.681) | Test: [19][149/198] Time 0.719 Data 0.001 top1 25.000 ( 28.780) top5 9.375 ( 9.679) | Test: [19][150/198] Time 0.718 Data 0.001 top1 30.469 ( 28.792) top5 9.375 ( 9.677) | Test: [19][151/198] Time 0.725 Data 0.001 top1 25.781 ( 28.772) top5 8.594 ( 9.670) | Test: [19][152/198] Time 0.729 Data 0.001 top1 31.250 ( 28.788) top5 10.156 ( 9.673) | Test: [19][153/198] Time 0.723 Data 0.001 top1 28.906 ( 28.789) top5 14.062 ( 9.702) | Test: [19][154/198] Time 0.730 Data 0.001 top1 22.656 ( 28.749) top5 4.688 ( 9.669) | Test: [19][155/198] Time 0.719 Data 0.001 top1 28.906 ( 28.750) top5 9.375 ( 9.667) | Test: [19][156/198] Time 0.735 Data 0.001 top1 37.500 ( 28.806) top5 17.969 ( 9.721) | Test: [19][157/198] Time 0.721 Data 0.001 top1 32.031 ( 28.827) top5 10.156 ( 9.723) | Test: [19][158/198] Time 0.725 Data 0.001 top1 31.250 ( 28.842) top5 9.375 ( 9.721) | Test: [19][159/198] Time 0.777 Data 0.001 top1 31.250 ( 28.857) top5 12.500 ( 9.739) | Test: [19][160/198] Time 0.805 Data 0.001 top1 33.594 ( 28.887) top5 11.719 ( 9.751) | Test: [19][161/198] Time 0.725 Data 0.001 top1 28.906 ( 28.887) top5 7.812 ( 9.739) | Test: [19][162/198] Time 0.726 Data 0.001 top1 26.562 ( 28.872) top5 7.031 ( 9.722) | Test: [19][163/198] Time 0.750 Data 0.001 top1 31.250 ( 28.887) top5 11.719 ( 9.734) | Test: [19][164/198] Time 0.738 Data 0.003 top1 25.781 ( 28.868) top5 11.719 ( 9.747) | Test: [19][165/198] Time 0.734 Data 0.001 top1 28.906 ( 28.868) top5 10.156 ( 9.749) | Test: [19][166/198] Time 0.728 Data 0.001 top1 32.812 ( 28.892) top5 10.938 ( 9.756) | Test: [19][167/198] Time 0.726 Data 0.001 top1 32.031 ( 28.911) top5 13.281 ( 9.777) | Test: [19][168/198] Time 0.717 Data 0.000 top1 30.469 ( 28.920) top5 10.156 ( 9.780) | Test: [19][169/198] Time 0.721 Data 0.001 top1 28.906 ( 28.920) top5 6.250 ( 9.759) | Test: [19][170/198] Time 0.718 Data 0.001 top1 24.219 ( 28.892) top5 8.594 ( 9.752) | Test: [19][171/198] Time 0.727 Data 0.001 top1 28.906 ( 28.893) top5 12.500 ( 9.768) | Test: [19][172/198] Time 0.733 Data 0.001 top1 37.500 ( 28.943) top5 12.500 ( 9.784) | Test: [19][173/198] Time 0.718 Data 0.001 top1 30.469 ( 28.951) top5 10.156 ( 9.786) | Test: [19][174/198] Time 0.735 Data 0.001 top1 32.031 ( 28.969) top5 14.062 ( 9.811) | Test: [19][175/198] Time 0.721 Data 0.001 top1 25.000 ( 28.946) top5 7.031 ( 9.795) | Test: [19][176/198] Time 0.722 Data 0.001 top1 25.781 ( 28.928) top5 6.250 ( 9.775) | Test: [19][177/198] Time 0.720 Data 0.000 top1 24.219 ( 28.902) top5 4.688 ( 9.746) | Test: [19][178/198] Time 0.708 Data 0.001 top1 35.156 ( 28.937) top5 7.812 ( 9.735) | Test: [19][179/198] Time 0.719 Data 0.001 top1 25.000 ( 28.915) top5 7.812 ( 9.724) | Test: [19][180/198] Time 0.720 Data 0.001 top1 28.125 ( 28.911) top5 9.375 ( 9.722) | Test: [19][181/198] Time 0.736 Data 0.001 top1 32.812 ( 28.932) top5 13.281 ( 9.742) | Test: [19][182/198] Time 0.717 Data 0.001 top1 26.562 ( 28.919) top5 7.031 ( 9.727) | Test: [19][183/198] Time 0.721 Data 0.001 top1 28.906 ( 28.919) top5 10.156 ( 9.729) | Test: [19][184/198] Time 0.727 Data 0.001 top1 28.125 ( 28.915) top5 10.156 ( 9.732) | Test: [19][185/198] Time 0.740 Data 0.001 top1 27.344 ( 28.906) top5 10.938 ( 9.738) | Test: [19][186/198] Time 0.730 Data 0.001 top1 27.344 ( 28.898) top5 6.250 ( 9.719) | Test: [19][187/198] Time 0.719 Data 0.001 top1 30.469 ( 28.906) top5 10.156 ( 9.722) | Test: [19][188/198] Time 0.718 Data 0.000 top1 28.906 ( 28.906) top5 10.156 ( 9.724) | Test: [19][189/198] Time 0.711 Data 0.000 top1 28.906 ( 28.906) top5 11.719 ( 9.735) | Test: [19][190/198] Time 0.738 Data 0.000 top1 28.125 ( 28.902) top5 8.594 ( 9.729) | Test: [19][191/198] Time 0.724 Data 0.000 top1 38.281 ( 28.951) top5 14.844 ( 9.755) | Test: [19][192/198] Time 0.717 Data 0.000 top1 32.812 ( 28.971) top5 10.156 ( 9.757) | Test: [19][193/198] Time 0.727 Data 0.001 top1 26.562 ( 28.959) top5 10.156 ( 9.760) | Test: [19][194/198] Time 0.717 Data 0.000 top1 28.125 ( 28.955) top5 7.812 ( 9.750) | Test: [19][195/198] Time 0.712 Data 0.000 top1 28.906 ( 28.954) top5 11.719 ( 9.760) | Test: [19][196/198] Time 0.718 Data 0.000 top1 31.250 ( 28.966) top5 10.156 ( 9.762) | Test: [19][197/198] Time 0.262 Data 0.000 top1 17.647 ( 28.909) top5 5.882 ( 9.742) | Test: [19][198/198] Time 0.705 Data 0.000 top1 29.688 ( 28.913) top5 8.594 ( 9.736) * Finished epoch # 19 top1: 28.913 top5: 9.736 Epoch 20 => Training epoch # 20 | Epoch: [20][1/553] Time 4.978 Data 2.479 Err 0.8712 top1 26.562 top5 7.031 | Epoch: [20][2/553] Time 2.432 Data 0.002 Err 0.7918 top1 21.094 top5 5.469 | Epoch: [20][3/553] Time 2.457 Data 0.001 Err 0.7924 top1 21.094 top5 6.250 | Epoch: [20][4/553] Time 2.438 Data 0.001 Err 0.6550 top1 21.875 top5 3.125 | Epoch: [20][5/553] Time 2.463 Data 0.001 Err 0.7710 top1 18.750 top5 5.469 | Epoch: [20][6/553] Time 2.473 Data 0.001 Err 0.7118 top1 21.094 top5 7.031 | Epoch: [20][7/553] Time 2.437 Data 0.001 Err 0.8050 top1 26.562 top5 4.688 | Epoch: [20][8/553] Time 2.437 Data 0.001 Err 0.9272 top1 25.000 top5 8.594 | Epoch: [20][9/553] Time 2.474 Data 0.001 Err 0.8744 top1 21.094 top5 7.812 | Epoch: [20][10/553] Time 2.470 Data 0.001 Err 0.7626 top1 19.531 top5 7.812 | Epoch: [20][11/553] Time 2.452 Data 0.001 Err 1.0884 top1 27.344 top5 11.719 | Epoch: [20][12/553] Time 2.456 Data 0.001 Err 0.7573 top1 19.531 top5 7.031 | Epoch: [20][13/553] Time 2.461 Data 0.001 Err 1.0106 top1 23.438 top5 11.719 | Epoch: [20][14/553] Time 2.475 Data 0.001 Err 0.6576 top1 17.969 top5 8.594 | Epoch: [20][15/553] Time 2.445 Data 0.001 Err 0.8020 top1 21.875 top5 9.375 | Epoch: [20][16/553] Time 2.435 Data 0.001 Err 0.7908 top1 23.438 top5 7.812 | Epoch: [20][17/553] Time 2.437 Data 0.001 Err 0.8939 top1 23.438 top5 7.031 | Epoch: [20][18/553] Time 2.455 Data 0.001 Err 0.5064 top1 14.844 top5 4.688 | Epoch: [20][19/553] Time 2.434 Data 0.001 Err 0.9422 top1 25.781 top5 7.812 | Epoch: [20][20/553] Time 2.488 Data 0.001 Err 0.7117 top1 15.625 top5 6.250 | Epoch: [20][21/553] Time 2.437 Data 0.001 Err 0.6484 top1 21.875 top5 3.906 | Epoch: [20][22/553] Time 2.438 Data 0.001 Err 0.7912 top1 21.094 top5 5.469 | Epoch: [20][23/553] Time 2.480 Data 0.000 Err 0.9060 top1 22.656 top5 8.594 | Epoch: [20][24/553] Time 2.466 Data 0.001 Err 0.9521 top1 24.219 top5 6.250 | Epoch: [20][25/553] Time 2.460 Data 0.001 Err 1.0532 top1 29.688 top5 12.500 | Epoch: [20][26/553] Time 2.434 Data 0.001 Err 0.7053 top1 17.969 top5 4.688 | Epoch: [20][27/553] Time 2.450 Data 0.001 Err 1.0067 top1 26.562 top5 6.250 | Epoch: [20][28/553] Time 2.463 Data 0.001 Err 0.7334 top1 19.531 top5 5.469 | Epoch: [20][29/553] Time 2.443 Data 0.001 Err 0.7038 top1 18.750 top5 3.906 | Epoch: [20][30/553] Time 2.446 Data 0.001 Err 0.9379 top1 25.781 top5 6.250 | Epoch: [20][31/553] Time 2.448 Data 0.001 Err 0.8778 top1 25.000 top5 6.250 | Epoch: [20][32/553] Time 2.496 Data 0.000 Err 0.6876 top1 19.531 top5 5.469 | Epoch: [20][33/553] Time 2.443 Data 0.001 Err 0.8045 top1 17.188 top5 8.594 | Epoch: [20][34/553] Time 2.442 Data 0.001 Err 1.0368 top1 23.438 top5 10.156 | Epoch: [20][35/553] Time 2.448 Data 0.001 Err 0.7661 top1 21.875 top5 8.594 | Epoch: [20][36/553] Time 2.444 Data 0.001 Err 0.7475 top1 22.656 top5 5.469 | Epoch: [20][37/553] Time 2.435 Data 0.001 Err 0.7067 top1 17.188 top5 4.688 | Epoch: [20][38/553] Time 2.452 Data 0.001 Err 0.7904 top1 18.750 top5 7.031 | Epoch: [20][39/553] Time 2.453 Data 0.001 Err 0.6688 top1 21.094 top5 3.906 | Epoch: [20][40/553] Time 2.459 Data 0.001 Err 0.6079 top1 17.188 top5 5.469 | Epoch: [20][41/553] Time 2.451 Data 0.001 Err 0.7399 top1 18.750 top5 8.594 | Epoch: [20][42/553] Time 2.433 Data 0.001 Err 0.6498 top1 18.750 top5 2.344 | Epoch: [20][43/553] Time 2.448 Data 0.001 Err 0.7784 top1 20.312 top5 7.812 | Epoch: [20][44/553] Time 2.443 Data 0.001 Err 1.1134 top1 27.344 top5 11.719 | Epoch: [20][45/553] Time 2.442 Data 0.004 Err 0.8043 top1 21.094 top5 8.594 | Epoch: [20][46/553] Time 2.443 Data 0.001 Err 0.6926 top1 18.750 top5 5.469 | Epoch: [20][47/553] Time 2.439 Data 0.001 Err 0.7075 top1 21.875 top5 3.906 | Epoch: [20][48/553] Time 2.469 Data 0.001 Err 0.6767 top1 17.969 top5 3.125 | Epoch: [20][49/553] Time 2.483 Data 0.001 Err 0.7498 top1 20.312 top5 5.469 | Epoch: [20][50/553] Time 2.443 Data 0.001 Err 0.8984 top1 25.781 top5 8.594 | Epoch: [20][51/553] Time 2.442 Data 0.001 Err 0.7294 top1 20.312 top5 7.812 | Epoch: [20][52/553] Time 2.519 Data 0.001 Err 0.5176 top1 13.281 top5 7.031 | Epoch: [20][53/553] Time 2.447 Data 0.001 Err 0.8238 top1 21.094 top5 10.156 | Epoch: [20][54/553] Time 2.441 Data 0.001 Err 0.8803 top1 28.125 top5 7.812 | Epoch: [20][55/553] Time 2.446 Data 0.001 Err 0.9294 top1 25.000 top5 9.375 | Epoch: [20][56/553] Time 2.445 Data 0.001 Err 1.1140 top1 30.469 top5 10.938 | Epoch: [20][57/553] Time 2.439 Data 0.001 Err 0.7539 top1 19.531 top5 4.688 | Epoch: [20][58/553] Time 2.438 Data 0.001 Err 0.8399 top1 24.219 top5 5.469 | Epoch: [20][59/553] Time 2.440 Data 0.001 Err 0.9077 top1 25.000 top5 8.594 | Epoch: [20][60/553] Time 2.479 Data 0.001 Err 0.9289 top1 23.438 top5 9.375 | Epoch: [20][61/553] Time 2.481 Data 0.001 Err 0.9542 top1 21.875 top5 9.375 | Epoch: [20][62/553] Time 2.450 Data 0.001 Err 0.7746 top1 21.094 top5 9.375 | Epoch: [20][63/553] Time 2.460 Data 0.001 Err 0.8607 top1 22.656 top5 7.031 | Epoch: [20][64/553] Time 2.457 Data 0.001 Err 1.1483 top1 27.344 top5 8.594 | Epoch: [20][65/553] Time 2.437 Data 0.001 Err 1.1226 top1 28.125 top5 10.156 | Epoch: [20][66/553] Time 2.445 Data 0.001 Err 0.7476 top1 19.531 top5 5.469 | Epoch: [20][67/553] Time 2.481 Data 0.001 Err 0.6798 top1 14.844 top5 4.688 | Epoch: [20][68/553] Time 2.438 Data 0.001 Err 0.8728 top1 24.219 top5 5.469 | Epoch: [20][69/553] Time 2.506 Data 0.001 Err 0.8815 top1 22.656 top5 7.031 | Epoch: [20][70/553] Time 2.451 Data 0.001 Err 0.6366 top1 16.406 top5 3.906 | Epoch: [20][71/553] Time 2.464 Data 0.001 Err 0.7468 top1 20.312 top5 3.906 | Epoch: [20][72/553] Time 2.460 Data 0.001 Err 1.0232 top1 22.656 top5 11.719 | Epoch: [20][73/553] Time 2.431 Data 0.001 Err 0.7513 top1 21.875 top5 6.250 | Epoch: [20][74/553] Time 2.441 Data 0.001 Err 1.1026 top1 28.125 top5 10.938 | Epoch: [20][75/553] Time 2.436 Data 0.001 Err 0.6393 top1 17.188 top5 4.688 | Epoch: [20][76/553] Time 2.505 Data 0.001 Err 0.8023 top1 21.875 top5 7.031 | Epoch: [20][77/553] Time 2.438 Data 0.001 Err 0.8713 top1 24.219 top5 7.031 | Epoch: [20][78/553] Time 2.445 Data 0.001 Err 1.0063 top1 27.344 top5 7.031 | Epoch: [20][79/553] Time 2.443 Data 0.001 Err 0.6940 top1 20.312 top5 3.906 | Epoch: [20][80/553] Time 2.478 Data 0.001 Err 0.7759 top1 24.219 top5 4.688 | Epoch: [20][81/553] Time 2.448 Data 0.001 Err 0.6914 top1 17.969 top5 7.031 | Epoch: [20][82/553] Time 2.444 Data 0.001 Err 0.8062 top1 26.562 top5 3.906 | Epoch: [20][83/553] Time 2.442 Data 0.001 Err 0.7587 top1 21.094 top5 5.469 | Epoch: [20][84/553] Time 2.474 Data 0.001 Err 0.9658 top1 24.219 top5 10.938 | Epoch: [20][85/553] Time 2.511 Data 0.001 Err 0.7081 top1 17.969 top5 6.250 | Epoch: [20][86/553] Time 2.434 Data 0.001 Err 0.8580 top1 25.781 top5 7.031 | Epoch: [20][87/553] Time 2.438 Data 0.001 Err 0.8961 top1 23.438 top5 7.031 | Epoch: [20][88/553] Time 2.478 Data 0.001 Err 1.0283 top1 30.469 top5 9.375 | Epoch: [20][89/553] Time 2.444 Data 0.001 Err 0.8928 top1 24.219 top5 9.375 | Epoch: [20][90/553] Time 2.449 Data 0.001 Err 0.8486 top1 22.656 top5 7.812 | Epoch: [20][91/553] Time 2.476 Data 0.001 Err 0.7784 top1 21.094 top5 5.469 | Epoch: [20][92/553] Time 2.443 Data 0.001 Err 0.8987 top1 23.438 top5 7.812 | Epoch: [20][93/553] Time 2.474 Data 0.001 Err 0.7101 top1 22.656 top5 7.031 | Epoch: [20][94/553] Time 2.442 Data 0.001 Err 0.9862 top1 24.219 top5 9.375 | Epoch: [20][95/553] Time 2.448 Data 0.001 Err 0.7671 top1 21.875 top5 7.031 | Epoch: [20][96/553] Time 2.471 Data 0.001 Err 0.7959 top1 25.781 top5 7.031 | Epoch: [20][97/553] Time 2.459 Data 0.000 Err 0.8833 top1 24.219 top5 4.688 | Epoch: [20][98/553] Time 2.444 Data 0.001 Err 0.7662 top1 19.531 top5 8.594 | Epoch: [20][99/553] Time 2.439 Data 0.001 Err 0.8002 top1 20.312 top5 7.031 | Epoch: [20][100/553] Time 2.460 Data 0.001 Err 0.8604 top1 23.438 top5 10.156 | Epoch: [20][101/553] Time 2.451 Data 0.001 Err 0.8969 top1 24.219 top5 10.156 | Epoch: [20][102/553] Time 2.483 Data 0.001 Err 0.7701 top1 19.531 top5 4.688 | Epoch: [20][103/553] Time 2.451 Data 0.001 Err 0.7145 top1 20.312 top5 5.469 | Epoch: [20][104/553] Time 2.476 Data 0.001 Err 0.7775 top1 24.219 top5 3.906 | Epoch: [20][105/553] Time 2.462 Data 0.001 Err 0.6216 top1 18.750 top5 4.688 | Epoch: [20][106/553] Time 2.461 Data 0.001 Err 0.8112 top1 21.875 top5 7.812 | Epoch: [20][107/553] Time 2.457 Data 0.000 Err 0.8467 top1 27.344 top5 6.250 | Epoch: [20][108/553] Time 2.472 Data 0.001 Err 0.8080 top1 21.094 top5 8.594 | Epoch: [20][109/553] Time 2.485 Data 0.001 Err 0.9079 top1 25.781 top5 8.594 | Epoch: [20][110/553] Time 2.435 Data 0.001 Err 0.6260 top1 17.188 top5 5.469 | Epoch: [20][111/553] Time 2.469 Data 0.001 Err 0.8217 top1 23.438 top5 4.688 | Epoch: [20][112/553] Time 2.453 Data 0.001 Err 0.7886 top1 20.312 top5 5.469 | Epoch: [20][113/553] Time 2.434 Data 0.001 Err 0.8129 top1 21.094 top5 7.031 | Epoch: [20][114/553] Time 2.445 Data 0.001 Err 0.8405 top1 20.312 top5 7.031 | Epoch: [20][115/553] Time 2.491 Data 0.001 Err 0.6479 top1 17.188 top5 4.688 | Epoch: [20][116/553] Time 2.511 Data 0.001 Err 0.8710 top1 22.656 top5 9.375 | Epoch: [20][117/553] Time 2.474 Data 0.001 Err 0.7355 top1 18.750 top5 7.031 | Epoch: [20][118/553] Time 2.450 Data 0.001 Err 1.0443 top1 26.562 top5 10.156 | Epoch: [20][119/553] Time 2.442 Data 0.001 Err 0.7551 top1 21.094 top5 7.812 | Epoch: [20][120/553] Time 2.474 Data 0.001 Err 0.7617 top1 21.875 top5 3.906 | Epoch: [20][121/553] Time 2.443 Data 0.001 Err 0.8135 top1 21.875 top5 7.812 | Epoch: [20][122/553] Time 2.444 Data 0.001 Err 0.5105 top1 15.625 top5 3.906 | Epoch: [20][123/553] Time 2.484 Data 0.001 Err 0.8165 top1 22.656 top5 5.469 | Epoch: [20][124/553] Time 2.436 Data 0.001 Err 0.9108 top1 22.656 top5 7.812 | Epoch: [20][125/553] Time 2.446 Data 0.001 Err 0.7325 top1 21.875 top5 3.906 | Epoch: [20][126/553] Time 2.437 Data 0.001 Err 0.9988 top1 26.562 top5 10.938 | Epoch: [20][127/553] Time 2.470 Data 0.001 Err 0.8829 top1 24.219 top5 10.156 | Epoch: [20][128/553] Time 2.473 Data 0.001 Err 0.9825 top1 25.781 top5 7.812 | Epoch: [20][129/553] Time 2.479 Data 0.001 Err 0.7667 top1 18.750 top5 6.250 | Epoch: [20][130/553] Time 2.495 Data 0.001 Err 0.7500 top1 20.312 top5 6.250 | Epoch: [20][131/553] Time 2.437 Data 0.001 Err 0.6247 top1 17.969 top5 3.906 | Epoch: [20][132/553] Time 2.441 Data 0.001 Err 0.6194 top1 17.969 top5 4.688 | Epoch: [20][133/553] Time 2.440 Data 0.001 Err 0.9706 top1 26.562 top5 6.250 | Epoch: [20][134/553] Time 2.436 Data 0.001 Err 0.8082 top1 23.438 top5 7.031 | Epoch: [20][135/553] Time 2.494 Data 0.000 Err 0.6997 top1 21.094 top5 4.688 | Epoch: [20][136/553] Time 2.444 Data 0.001 Err 0.8139 top1 20.312 top5 7.812 | Epoch: [20][137/553] Time 2.457 Data 0.001 Err 0.7271 top1 22.656 top5 4.688 | Epoch: [20][138/553] Time 2.448 Data 0.001 Err 0.7078 top1 19.531 top5 5.469 | Epoch: [20][139/553] Time 2.458 Data 0.001 Err 0.9164 top1 19.531 top5 10.938 | Epoch: [20][140/553] Time 2.484 Data 0.001 Err 0.6724 top1 15.625 top5 7.031 | Epoch: [20][141/553] Time 2.440 Data 0.001 Err 0.7373 top1 19.531 top5 5.469 | Epoch: [20][142/553] Time 2.444 Data 0.001 Err 1.0554 top1 25.000 top5 11.719 | Epoch: [20][143/553] Time 2.508 Data 0.001 Err 0.8956 top1 23.438 top5 9.375 | Epoch: [20][144/553] Time 2.448 Data 0.001 Err 0.7090 top1 20.312 top5 4.688 | Epoch: [20][145/553] Time 2.450 Data 0.001 Err 0.9420 top1 26.562 top5 7.031 | Epoch: [20][146/553] Time 2.452 Data 0.001 Err 0.9430 top1 27.344 top5 8.594 | Epoch: [20][147/553] Time 2.473 Data 0.001 Err 0.7884 top1 21.094 top5 4.688 | Epoch: [20][148/553] Time 2.452 Data 0.001 Err 0.7223 top1 18.750 top5 6.250 | Epoch: [20][149/553] Time 2.437 Data 0.001 Err 0.8791 top1 17.969 top5 8.594 | Epoch: [20][150/553] Time 2.455 Data 0.001 Err 0.7668 top1 21.875 top5 8.594 | Epoch: [20][151/553] Time 2.474 Data 0.001 Err 0.7542 top1 16.406 top5 8.594 | Epoch: [20][152/553] Time 2.466 Data 0.001 Err 0.8351 top1 20.312 top5 7.812 | Epoch: [20][153/553] Time 2.440 Data 0.001 Err 0.8568 top1 23.438 top5 9.375 | Epoch: [20][154/553] Time 2.482 Data 0.001 Err 1.1379 top1 31.250 top5 10.156 | Epoch: [20][155/553] Time 2.467 Data 0.001 Err 0.7539 top1 21.094 top5 4.688 | Epoch: [20][156/553] Time 2.451 Data 0.001 Err 0.8908 top1 23.438 top5 10.156 | Epoch: [20][157/553] Time 2.502 Data 0.001 Err 0.8631 top1 27.344 top5 7.031 | Epoch: [20][158/553] Time 2.509 Data 0.001 Err 0.6893 top1 17.969 top5 5.469 | Epoch: [20][159/553] Time 2.446 Data 0.001 Err 0.6277 top1 16.406 top5 4.688 | Epoch: [20][160/553] Time 2.435 Data 0.001 Err 1.1140 top1 28.125 top5 11.719 | Epoch: [20][161/553] Time 2.446 Data 0.001 Err 0.7022 top1 18.750 top5 4.688 | Epoch: [20][162/553] Time 2.465 Data 0.001 Err 0.7307 top1 21.094 top5 6.250 | Epoch: [20][163/553] Time 2.449 Data 0.001 Err 0.6534 top1 19.531 top5 3.906 | Epoch: [20][164/553] Time 2.515 Data 0.001 Err 0.9816 top1 23.438 top5 11.719 | Epoch: [20][165/553] Time 2.447 Data 0.001 Err 0.7826 top1 17.969 top5 5.469 | Epoch: [20][166/553] Time 2.447 Data 0.001 Err 0.7777 top1 21.875 top5 5.469 | Epoch: [20][167/553] Time 2.470 Data 0.001 Err 0.9860 top1 28.906 top5 10.156 | Epoch: [20][168/553] Time 2.453 Data 0.001 Err 0.8026 top1 22.656 top5 7.812 | Epoch: [20][169/553] Time 2.443 Data 0.001 Err 1.1263 top1 31.250 top5 9.375 | Epoch: [20][170/553] Time 2.481 Data 0.001 Err 0.9098 top1 21.875 top5 7.812 | Epoch: [20][171/553] Time 2.482 Data 0.001 Err 0.6241 top1 14.844 top5 7.812 | Epoch: [20][172/553] Time 2.446 Data 0.001 Err 0.9460 top1 23.438 top5 8.594 | Epoch: [20][173/553] Time 2.434 Data 0.001 Err 0.7991 top1 21.094 top5 6.250 | Epoch: [20][174/553] Time 2.440 Data 0.001 Err 0.8783 top1 21.875 top5 7.031 | Epoch: [20][175/553] Time 2.498 Data 0.001 Err 0.8457 top1 21.875 top5 7.812 | Epoch: [20][176/553] Time 2.438 Data 0.001 Err 0.5706 top1 17.969 top5 3.125 | Epoch: [20][177/553] Time 2.445 Data 0.001 Err 0.8060 top1 23.438 top5 7.031 | Epoch: [20][178/553] Time 2.444 Data 0.001 Err 1.0375 top1 25.000 top5 10.938 | Epoch: [20][179/553] Time 2.472 Data 0.001 Err 0.8410 top1 24.219 top5 3.906 | Epoch: [20][180/553] Time 2.476 Data 0.001 Err 0.8497 top1 25.000 top5 8.594 | Epoch: [20][181/553] Time 2.473 Data 0.001 Err 0.6978 top1 21.094 top5 5.469 | Epoch: [20][182/553] Time 2.467 Data 0.001 Err 0.8123 top1 23.438 top5 6.250 | Epoch: [20][183/553] Time 2.441 Data 0.000 Err 0.6767 top1 15.625 top5 6.250 | Epoch: [20][184/553] Time 2.448 Data 0.001 Err 0.6395 top1 15.625 top5 7.031 | Epoch: [20][185/553] Time 2.439 Data 0.001 Err 1.1192 top1 25.000 top5 14.062 | Epoch: [20][186/553] Time 2.475 Data 0.001 Err 0.9460 top1 25.000 top5 10.156 | Epoch: [20][187/553] Time 2.459 Data 0.000 Err 1.0916 top1 28.906 top5 9.375 | Epoch: [20][188/553] Time 2.443 Data 0.001 Err 0.8802 top1 24.219 top5 9.375 | Epoch: [20][189/553] Time 2.440 Data 0.001 Err 0.9837 top1 29.688 top5 7.812 | Epoch: [20][190/553] Time 2.485 Data 0.001 Err 0.6671 top1 19.531 top5 3.906 | Epoch: [20][191/553] Time 2.466 Data 0.001 Err 0.7662 top1 24.219 top5 4.688 | Epoch: [20][192/553] Time 2.453 Data 0.001 Err 0.9939 top1 24.219 top5 10.938 | Epoch: [20][193/553] Time 2.444 Data 0.000 Err 0.5665 top1 16.406 top5 3.906 | Epoch: [20][194/553] Time 2.483 Data 0.001 Err 0.6463 top1 18.750 top5 4.688 | Epoch: [20][195/553] Time 2.436 Data 0.001 Err 0.7120 top1 20.312 top5 3.906 | Epoch: [20][196/553] Time 2.447 Data 0.001 Err 0.7122 top1 20.312 top5 7.812 | Epoch: [20][197/553] Time 2.440 Data 0.001 Err 0.8754 top1 22.656 top5 5.469 | Epoch: [20][198/553] Time 2.480 Data 0.001 Err 0.9111 top1 25.000 top5 8.594 | Epoch: [20][199/553] Time 2.447 Data 0.001 Err 0.7544 top1 19.531 top5 6.250 | Epoch: [20][200/553] Time 2.491 Data 0.001 Err 0.7825 top1 24.219 top5 3.906 | Epoch: [20][201/553] Time 2.442 Data 0.001 Err 0.7917 top1 22.656 top5 7.031 | Epoch: [20][202/553] Time 2.459 Data 0.000 Err 0.7896 top1 21.875 top5 7.812 | Epoch: [20][203/553] Time 2.443 Data 0.001 Err 0.7970 top1 23.438 top5 8.594 | Epoch: [20][204/553] Time 2.442 Data 0.000 Err 0.8831 top1 25.000 top5 11.719 | Epoch: [20][205/553] Time 2.438 Data 0.001 Err 0.6070 top1 15.625 top5 2.344 | Epoch: [20][206/553] Time 2.438 Data 0.001 Err 0.7433 top1 21.094 top5 7.031 | Epoch: [20][207/553] Time 2.453 Data 0.001 Err 1.0128 top1 26.562 top5 9.375 | Epoch: [20][208/553] Time 2.446 Data 0.001 Err 0.8640 top1 25.781 top5 9.375 | Epoch: [20][209/553] Time 2.440 Data 0.001 Err 0.6972 top1 15.625 top5 4.688 | Epoch: [20][210/553] Time 2.451 Data 0.001 Err 1.1160 top1 28.125 top5 10.156 | Epoch: [20][211/553] Time 2.434 Data 0.001 Err 0.9909 top1 23.438 top5 10.156 | Epoch: [20][212/553] Time 2.450 Data 0.001 Err 0.7082 top1 19.531 top5 4.688 | Epoch: [20][213/553] Time 2.445 Data 0.001 Err 0.5428 top1 14.844 top5 3.125 | Epoch: [20][214/553] Time 2.454 Data 0.001 Err 0.8756 top1 20.312 top5 10.938 | Epoch: [20][215/553] Time 2.486 Data 0.000 Err 0.9701 top1 28.125 top5 7.031 | Epoch: [20][216/553] Time 2.437 Data 0.001 Err 0.5721 top1 15.625 top5 2.344 | Epoch: [20][217/553] Time 2.436 Data 0.001 Err 0.6435 top1 20.312 top5 2.344 | Epoch: [20][218/553] Time 2.474 Data 0.001 Err 0.7260 top1 21.094 top5 7.031 | Epoch: [20][219/553] Time 2.456 Data 0.001 Err 0.7235 top1 17.969 top5 3.906 | Epoch: [20][220/553] Time 2.454 Data 0.001 Err 0.5729 top1 14.844 top5 2.344 | Epoch: [20][221/553] Time 2.437 Data 0.001 Err 0.7088 top1 18.750 top5 7.031 | Epoch: [20][222/553] Time 2.517 Data 0.001 Err 0.7255 top1 19.531 top5 6.250 | Epoch: [20][223/553] Time 2.442 Data 0.001 Err 0.5836 top1 17.969 top5 3.125 | Epoch: [20][224/553] Time 2.468 Data 0.001 Err 0.7458 top1 21.875 top5 6.250 | Epoch: [20][225/553] Time 2.474 Data 0.001 Err 0.6866 top1 17.969 top5 7.812 | Epoch: [20][226/553] Time 2.454 Data 0.001 Err 0.6860 top1 19.531 top5 6.250 | Epoch: [20][227/553] Time 2.465 Data 0.001 Err 0.7387 top1 21.875 top5 4.688 | Epoch: [20][228/553] Time 2.473 Data 0.001 Err 0.7266 top1 17.969 top5 3.906 | Epoch: [20][229/553] Time 2.436 Data 0.001 Err 0.6850 top1 18.750 top5 2.344 | Epoch: [20][230/553] Time 2.456 Data 0.001 Err 0.9621 top1 27.344 top5 8.594 | Epoch: [20][231/553] Time 2.443 Data 0.001 Err 0.8889 top1 21.875 top5 8.594 | Epoch: [20][232/553] Time 2.463 Data 0.001 Err 1.0490 top1 33.594 top5 4.688 | Epoch: [20][233/553] Time 2.497 Data 0.001 Err 0.7500 top1 21.094 top5 5.469 | Epoch: [20][234/553] Time 2.468 Data 0.001 Err 0.6919 top1 19.531 top5 5.469 | Epoch: [20][235/553] Time 2.440 Data 0.001 Err 0.9125 top1 23.438 top5 7.812 | Epoch: [20][236/553] Time 2.515 Data 0.001 Err 0.7165 top1 21.094 top5 4.688 | Epoch: [20][237/553] Time 2.440 Data 0.001 Err 0.8623 top1 22.656 top5 7.031 | Epoch: [20][238/553] Time 2.465 Data 0.001 Err 0.7960 top1 25.000 top5 6.250 | Epoch: [20][239/553] Time 2.475 Data 0.001 Err 0.5610 top1 16.406 top5 3.125 | Epoch: [20][240/553] Time 2.504 Data 0.001 Err 0.8640 top1 23.438 top5 8.594 | Epoch: [20][241/553] Time 2.446 Data 0.001 Err 0.7467 top1 21.875 top5 4.688 | Epoch: [20][242/553] Time 2.472 Data 0.001 Err 0.8146 top1 21.875 top5 7.031 | Epoch: [20][243/553] Time 2.439 Data 0.001 Err 0.7256 top1 19.531 top5 3.906 | Epoch: [20][244/553] Time 2.486 Data 0.001 Err 0.6200 top1 15.625 top5 4.688 | Epoch: [20][245/553] Time 2.439 Data 0.001 Err 0.6961 top1 17.188 top5 5.469 | Epoch: [20][246/553] Time 2.470 Data 0.001 Err 0.7891 top1 20.312 top5 6.250 | Epoch: [20][247/553] Time 2.502 Data 0.001 Err 0.7670 top1 19.531 top5 6.250 | Epoch: [20][248/553] Time 2.436 Data 0.001 Err 0.8142 top1 21.094 top5 7.812 | Epoch: [20][249/553] Time 2.444 Data 0.000 Err 1.0076 top1 25.781 top5 8.594 | Epoch: [20][250/553] Time 2.443 Data 0.001 Err 0.8550 top1 21.875 top5 9.375 | Epoch: [20][251/553] Time 2.437 Data 0.001 Err 0.9769 top1 27.344 top5 7.812 | Epoch: [20][252/553] Time 2.475 Data 0.001 Err 0.7567 top1 19.531 top5 3.906 | Epoch: [20][253/553] Time 2.481 Data 0.000 Err 0.7570 top1 17.969 top5 10.938 | Epoch: [20][254/553] Time 2.447 Data 0.001 Err 0.9342 top1 24.219 top5 7.031 | Epoch: [20][255/553] Time 2.440 Data 0.001 Err 1.0596 top1 25.781 top5 9.375 | Epoch: [20][256/553] Time 2.477 Data 0.001 Err 0.8385 top1 23.438 top5 7.812 | Epoch: [20][257/553] Time 2.440 Data 0.001 Err 0.7010 top1 17.969 top5 5.469 | Epoch: [20][258/553] Time 2.462 Data 0.001 Err 0.9438 top1 27.344 top5 8.594 | Epoch: [20][259/553] Time 2.467 Data 0.001 Err 0.5759 top1 14.062 top5 6.250 | Epoch: [20][260/553] Time 2.459 Data 0.001 Err 0.7007 top1 18.750 top5 4.688 | Epoch: [20][261/553] Time 2.437 Data 0.001 Err 0.8833 top1 21.875 top5 7.812 | Epoch: [20][262/553] Time 2.438 Data 0.001 Err 0.8792 top1 18.750 top5 10.156 | Epoch: [20][263/553] Time 2.437 Data 0.001 Err 0.8096 top1 21.094 top5 7.812 | Epoch: [20][264/553] Time 2.478 Data 0.001 Err 1.0353 top1 25.781 top5 10.156 | Epoch: [20][265/553] Time 2.436 Data 0.001 Err 0.8791 top1 22.656 top5 4.688 | Epoch: [20][266/553] Time 2.463 Data 0.001 Err 0.9088 top1 22.656 top5 9.375 | Epoch: [20][267/553] Time 2.446 Data 0.001 Err 1.0818 top1 25.000 top5 13.281 | Epoch: [20][268/553] Time 2.511 Data 0.001 Err 0.8771 top1 24.219 top5 10.938 | Epoch: [20][269/553] Time 2.450 Data 0.001 Err 0.7707 top1 22.656 top5 5.469 | Epoch: [20][270/553] Time 2.442 Data 0.001 Err 0.8242 top1 19.531 top5 9.375 | Epoch: [20][271/553] Time 2.460 Data 0.001 Err 0.9960 top1 21.875 top5 7.031 | Epoch: [20][272/553] Time 2.437 Data 0.001 Err 0.8248 top1 22.656 top5 7.031 | Epoch: [20][273/553] Time 2.433 Data 0.001 Err 0.7566 top1 21.094 top5 6.250 | Epoch: [20][274/553] Time 2.510 Data 0.001 Err 0.7882 top1 22.656 top5 7.031 | Epoch: [20][275/553] Time 2.457 Data 0.001 Err 0.8035 top1 21.875 top5 5.469 | Epoch: [20][276/553] Time 2.435 Data 0.001 Err 0.7338 top1 21.875 top5 7.031 | Epoch: [20][277/553] Time 2.483 Data 0.001 Err 0.7834 top1 21.875 top5 7.031 | Epoch: [20][278/553] Time 2.442 Data 0.001 Err 0.7329 top1 17.969 top5 9.375 | Epoch: [20][279/553] Time 2.441 Data 0.001 Err 0.7375 top1 23.438 top5 6.250 | Epoch: [20][280/553] Time 2.505 Data 0.001 Err 0.6776 top1 18.750 top5 5.469 | Epoch: [20][281/553] Time 2.439 Data 0.001 Err 0.6911 top1 17.969 top5 4.688 | Epoch: [20][282/553] Time 2.442 Data 0.001 Err 0.8249 top1 24.219 top5 9.375 | Epoch: [20][283/553] Time 2.458 Data 0.001 Err 0.8318 top1 22.656 top5 7.031 | Epoch: [20][284/553] Time 2.506 Data 0.001 Err 0.7456 top1 23.438 top5 6.250 | Epoch: [20][285/553] Time 2.450 Data 0.001 Err 0.8849 top1 21.094 top5 7.031 | Epoch: [20][286/553] Time 2.460 Data 0.000 Err 0.6430 top1 17.188 top5 4.688 | Epoch: [20][287/553] Time 2.441 Data 0.001 Err 0.9016 top1 21.875 top5 6.250 | Epoch: [20][288/553] Time 2.499 Data 0.001 Err 0.5723 top1 18.750 top5 2.344 | Epoch: [20][289/553] Time 2.485 Data 0.001 Err 0.6847 top1 17.188 top5 3.906 | Epoch: [20][290/553] Time 2.450 Data 0.001 Err 0.7182 top1 22.656 top5 4.688 | Epoch: [20][291/553] Time 2.476 Data 0.001 Err 0.6266 top1 17.188 top5 4.688 | Epoch: [20][292/553] Time 2.474 Data 0.001 Err 0.8355 top1 27.344 top5 4.688 | Epoch: [20][293/553] Time 2.434 Data 0.001 Err 0.9076 top1 21.094 top5 9.375 | Epoch: [20][294/553] Time 2.486 Data 0.001 Err 0.6872 top1 21.094 top5 5.469 | Epoch: [20][295/553] Time 2.440 Data 0.001 Err 0.6863 top1 17.969 top5 5.469 | Epoch: [20][296/553] Time 2.507 Data 0.001 Err 0.7177 top1 16.406 top5 5.469 | Epoch: [20][297/553] Time 2.456 Data 0.001 Err 0.6996 top1 18.750 top5 5.469 | Epoch: [20][298/553] Time 2.441 Data 0.001 Err 0.7741 top1 21.094 top5 3.906 | Epoch: [20][299/553] Time 2.451 Data 0.001 Err 0.8642 top1 25.781 top5 6.250 | Epoch: [20][300/553] Time 2.466 Data 0.001 Err 0.9657 top1 27.344 top5 10.156 | Epoch: [20][301/553] Time 2.433 Data 0.000 Err 0.8990 top1 25.781 top5 7.031 | Epoch: [20][302/553] Time 2.457 Data 0.001 Err 0.8739 top1 22.656 top5 8.594 | Epoch: [20][303/553] Time 2.512 Data 0.001 Err 0.8576 top1 23.438 top5 7.031 | Epoch: [20][304/553] Time 2.518 Data 0.001 Err 0.8064 top1 18.750 top5 7.812 | Epoch: [20][305/553] Time 2.438 Data 0.000 Err 0.7947 top1 21.875 top5 6.250 | Epoch: [20][306/553] Time 2.466 Data 0.001 Err 0.7271 top1 20.312 top5 6.250 | Epoch: [20][307/553] Time 2.443 Data 0.001 Err 0.8614 top1 25.781 top5 6.250 | Epoch: [20][308/553] Time 2.463 Data 0.001 Err 1.1333 top1 28.906 top5 11.719 | Epoch: [20][309/553] Time 2.447 Data 0.001 Err 0.8498 top1 19.531 top5 9.375 | Epoch: [20][310/553] Time 2.463 Data 0.001 Err 0.9208 top1 22.656 top5 7.812 | Epoch: [20][311/553] Time 2.475 Data 0.001 Err 1.0487 top1 32.812 top5 6.250 | Epoch: [20][312/553] Time 2.463 Data 0.001 Err 0.7388 top1 20.312 top5 5.469 | Epoch: [20][313/553] Time 2.441 Data 0.001 Err 0.6293 top1 16.406 top5 3.906 | Epoch: [20][314/553] Time 2.437 Data 0.001 Err 0.8106 top1 18.750 top5 6.250 | Epoch: [20][315/553] Time 2.436 Data 0.001 Err 0.7012 top1 19.531 top5 6.250 | Epoch: [20][316/553] Time 2.447 Data 0.001 Err 0.8133 top1 18.750 top5 8.594 | Epoch: [20][317/553] Time 2.440 Data 0.001 Err 0.6262 top1 18.750 top5 4.688 | Epoch: [20][318/553] Time 2.501 Data 0.001 Err 0.8156 top1 22.656 top5 5.469 | Epoch: [20][319/553] Time 2.463 Data 0.001 Err 0.6989 top1 17.188 top5 3.906 | Epoch: [20][320/553] Time 2.466 Data 0.001 Err 0.8159 top1 20.312 top5 8.594 | Epoch: [20][321/553] Time 2.491 Data 0.001 Err 0.7854 top1 21.094 top5 6.250 | Epoch: [20][322/553] Time 2.440 Data 0.001 Err 0.8372 top1 22.656 top5 3.125 | Epoch: [20][323/553] Time 2.450 Data 0.001 Err 0.7129 top1 16.406 top5 5.469 | Epoch: [20][324/553] Time 2.454 Data 0.001 Err 0.7962 top1 21.094 top5 7.812 | Epoch: [20][325/553] Time 2.440 Data 0.000 Err 0.7390 top1 21.094 top5 6.250 | Epoch: [20][326/553] Time 2.443 Data 0.001 Err 0.7063 top1 19.531 top5 3.906 | Epoch: [20][327/553] Time 2.447 Data 0.001 Err 0.5737 top1 16.406 top5 1.562 | Epoch: [20][328/553] Time 2.532 Data 0.001 Err 1.0098 top1 28.906 top5 10.938 | Epoch: [20][329/553] Time 2.453 Data 0.001 Err 0.7093 top1 16.406 top5 7.031 | Epoch: [20][330/553] Time 2.441 Data 0.001 Err 0.8322 top1 21.094 top5 4.688 | Epoch: [20][331/553] Time 2.437 Data 0.001 Err 0.7161 top1 19.531 top5 6.250 | Epoch: [20][332/553] Time 2.462 Data 0.001 Err 0.9966 top1 25.781 top5 7.812 | Epoch: [20][333/553] Time 2.436 Data 0.001 Err 0.6395 top1 16.406 top5 3.125 | Epoch: [20][334/553] Time 2.464 Data 0.001 Err 0.8168 top1 21.875 top5 8.594 | Epoch: [20][335/553] Time 2.512 Data 0.001 Err 0.6887 top1 20.312 top5 3.906 | Epoch: [20][336/553] Time 2.506 Data 0.001 Err 0.8910 top1 22.656 top5 8.594 | Epoch: [20][337/553] Time 2.435 Data 0.000 Err 1.1896 top1 28.906 top5 12.500 | Epoch: [20][338/553] Time 2.458 Data 0.001 Err 0.7820 top1 19.531 top5 7.812 | Epoch: [20][339/553] Time 2.437 Data 0.001 Err 0.7995 top1 19.531 top5 7.812 | Epoch: [20][340/553] Time 2.507 Data 0.001 Err 0.8468 top1 22.656 top5 8.594 | Epoch: [20][341/553] Time 2.438 Data 0.001 Err 0.8366 top1 22.656 top5 6.250 | Epoch: [20][342/553] Time 2.501 Data 0.001 Err 1.0204 top1 25.000 top5 12.500 | Epoch: [20][343/553] Time 2.483 Data 0.001 Err 0.7767 top1 22.656 top5 7.031 | Epoch: [20][344/553] Time 2.502 Data 0.001 Err 1.0441 top1 25.000 top5 11.719 | Epoch: [20][345/553] Time 2.440 Data 0.000 Err 0.9135 top1 25.781 top5 7.812 | Epoch: [20][346/553] Time 2.467 Data 0.001 Err 0.6611 top1 17.969 top5 3.125 | Epoch: [20][347/553] Time 2.449 Data 0.001 Err 0.8615 top1 21.094 top5 7.031 | Epoch: [20][348/553] Time 2.454 Data 0.001 Err 0.7745 top1 21.875 top5 5.469 | Epoch: [20][349/553] Time 2.477 Data 0.000 Err 0.9671 top1 25.781 top5 8.594 | Epoch: [20][350/553] Time 2.468 Data 0.001 Err 0.8222 top1 18.750 top5 7.031 | Epoch: [20][351/553] Time 2.440 Data 0.001 Err 0.8555 top1 25.781 top5 9.375 | Epoch: [20][352/553] Time 2.445 Data 0.001 Err 1.1634 top1 28.125 top5 9.375 | Epoch: [20][353/553] Time 2.489 Data 0.001 Err 0.8900 top1 21.875 top5 10.156 | Epoch: [20][354/553] Time 2.462 Data 0.000 Err 0.8509 top1 22.656 top5 8.594 | Epoch: [20][355/553] Time 2.459 Data 0.001 Err 0.9492 top1 26.562 top5 11.719 | Epoch: [20][356/553] Time 2.483 Data 0.001 Err 0.7131 top1 19.531 top5 3.906 | Epoch: [20][357/553] Time 2.457 Data 0.001 Err 0.7816 top1 20.312 top5 5.469 | Epoch: [20][358/553] Time 2.457 Data 0.001 Err 0.7414 top1 18.750 top5 8.594 | Epoch: [20][359/553] Time 2.437 Data 0.001 Err 0.7219 top1 19.531 top5 3.125 | Epoch: [20][360/553] Time 2.445 Data 0.001 Err 0.7185 top1 21.094 top5 3.906 | Epoch: [20][361/553] Time 2.482 Data 0.001 Err 0.8114 top1 21.094 top5 9.375 | Epoch: [20][362/553] Time 2.503 Data 0.001 Err 0.6740 top1 21.094 top5 4.688 | Epoch: [20][363/553] Time 2.463 Data 0.001 Err 0.7954 top1 18.750 top5 5.469 | Epoch: [20][364/553] Time 2.439 Data 0.001 Err 0.8386 top1 22.656 top5 7.812 | Epoch: [20][365/553] Time 2.442 Data 0.001 Err 0.7531 top1 18.750 top5 4.688 | Epoch: [20][366/553] Time 2.460 Data 0.001 Err 0.7678 top1 25.781 top5 4.688 | Epoch: [20][367/553] Time 2.452 Data 0.001 Err 0.6034 top1 13.281 top5 3.906 | Epoch: [20][368/553] Time 2.437 Data 0.001 Err 0.6181 top1 15.625 top5 4.688 | Epoch: [20][369/553] Time 2.478 Data 0.001 Err 0.6932 top1 16.406 top5 5.469 | Epoch: [20][370/553] Time 2.481 Data 0.001 Err 0.9538 top1 23.438 top5 9.375 | Epoch: [20][371/553] Time 2.451 Data 0.001 Err 0.6865 top1 17.969 top5 3.906 | Epoch: [20][372/553] Time 2.459 Data 0.001 Err 0.6857 top1 17.188 top5 3.906 | Epoch: [20][373/553] Time 2.477 Data 0.001 Err 0.7969 top1 25.781 top5 4.688 | Epoch: [20][374/553] Time 2.455 Data 0.001 Err 0.7550 top1 22.656 top5 4.688 | Epoch: [20][375/553] Time 2.505 Data 0.001 Err 0.9900 top1 27.344 top5 7.812 | Epoch: [20][376/553] Time 2.466 Data 0.001 Err 0.7281 top1 20.312 top5 4.688 | Epoch: [20][377/553] Time 2.474 Data 0.001 Err 0.7832 top1 21.094 top5 8.594 | Epoch: [20][378/553] Time 2.439 Data 0.001 Err 0.7716 top1 20.312 top5 6.250 | Epoch: [20][379/553] Time 2.510 Data 0.001 Err 0.7322 top1 20.312 top5 6.250 | Epoch: [20][380/553] Time 2.509 Data 0.001 Err 0.8340 top1 21.875 top5 7.031 | Epoch: [20][381/553] Time 2.448 Data 0.001 Err 0.6987 top1 20.312 top5 6.250 | Epoch: [20][382/553] Time 2.441 Data 0.000 Err 0.6210 top1 17.188 top5 3.125 | Epoch: [20][383/553] Time 2.507 Data 0.001 Err 1.0079 top1 25.000 top5 11.719 | Epoch: [20][384/553] Time 2.503 Data 0.001 Err 0.7061 top1 15.625 top5 6.250 | Epoch: [20][385/553] Time 2.495 Data 0.001 Err 1.1091 top1 27.344 top5 9.375 | Epoch: [20][386/553] Time 2.439 Data 0.001 Err 1.0340 top1 25.781 top5 10.938 | Epoch: [20][387/553] Time 2.503 Data 0.001 Err 1.1942 top1 28.125 top5 11.719 | Epoch: [20][388/553] Time 2.435 Data 0.001 Err 0.9955 top1 26.562 top5 10.156 | Epoch: [20][389/553] Time 2.443 Data 0.001 Err 0.8465 top1 22.656 top5 7.031 | Epoch: [20][390/553] Time 2.459 Data 0.001 Err 0.8101 top1 18.750 top5 5.469 | Epoch: [20][391/553] Time 2.464 Data 0.001 Err 0.7552 top1 17.969 top5 6.250 | Epoch: [20][392/553] Time 2.447 Data 0.001 Err 0.6493 top1 13.281 top5 3.125 | Epoch: [20][393/553] Time 2.438 Data 0.000 Err 0.7731 top1 17.969 top5 7.031 | Epoch: [20][394/553] Time 2.440 Data 0.001 Err 0.8066 top1 22.656 top5 7.812 | Epoch: [20][395/553] Time 2.442 Data 0.001 Err 0.6465 top1 14.844 top5 2.344 | Epoch: [20][396/553] Time 2.468 Data 0.001 Err 0.7504 top1 19.531 top5 7.031 | Epoch: [20][397/553] Time 2.443 Data 0.001 Err 0.6438 top1 17.969 top5 3.906 | Epoch: [20][398/553] Time 2.441 Data 0.001 Err 0.9687 top1 25.781 top5 7.812 | Epoch: [20][399/553] Time 2.448 Data 0.001 Err 0.6980 top1 19.531 top5 5.469 | Epoch: [20][400/553] Time 2.468 Data 0.001 Err 0.7507 top1 19.531 top5 7.031 | Epoch: [20][401/553] Time 2.434 Data 0.001 Err 0.8010 top1 17.969 top5 4.688 | Epoch: [20][402/553] Time 2.443 Data 0.001 Err 0.9305 top1 21.875 top5 9.375 | Epoch: [20][403/553] Time 2.442 Data 0.001 Err 0.6442 top1 17.969 top5 3.125 | Epoch: [20][404/553] Time 2.444 Data 0.001 Err 0.9290 top1 22.656 top5 9.375 | Epoch: [20][405/553] Time 2.436 Data 0.001 Err 0.7607 top1 17.969 top5 5.469 | Epoch: [20][406/553] Time 2.442 Data 0.001 Err 0.9863 top1 25.781 top5 9.375 | Epoch: [20][407/553] Time 2.436 Data 0.001 Err 0.8575 top1 20.312 top5 7.031 | Epoch: [20][408/553] Time 2.441 Data 0.001 Err 0.7369 top1 17.969 top5 3.906 | Epoch: [20][409/553] Time 2.444 Data 0.001 Err 0.5131 top1 14.844 top5 3.906 | Epoch: [20][410/553] Time 2.440 Data 0.001 Err 0.8600 top1 26.562 top5 6.250 | Epoch: [20][411/553] Time 2.488 Data 0.001 Err 0.9928 top1 28.906 top5 10.156 | Epoch: [20][412/553] Time 2.440 Data 0.001 Err 0.8047 top1 23.438 top5 7.031 | Epoch: [20][413/553] Time 2.443 Data 0.001 Err 0.7388 top1 17.969 top5 5.469 | Epoch: [20][414/553] Time 2.444 Data 0.001 Err 0.8655 top1 25.000 top5 7.812 | Epoch: [20][415/553] Time 2.460 Data 0.001 Err 0.7928 top1 23.438 top5 4.688 | Epoch: [20][416/553] Time 2.457 Data 0.001 Err 0.9947 top1 22.656 top5 10.156 | Epoch: [20][417/553] Time 2.439 Data 0.001 Err 0.8124 top1 21.094 top5 5.469 | Epoch: [20][418/553] Time 2.444 Data 0.001 Err 1.0001 top1 27.344 top5 10.156 | Epoch: [20][419/553] Time 2.431 Data 0.001 Err 0.7480 top1 17.188 top5 5.469 | Epoch: [20][420/553] Time 2.482 Data 0.001 Err 1.0981 top1 28.125 top5 10.156 | Epoch: [20][421/553] Time 2.434 Data 0.001 Err 0.7062 top1 17.969 top5 5.469 | Epoch: [20][422/553] Time 2.442 Data 0.001 Err 0.8065 top1 21.094 top5 7.812 | Epoch: [20][423/553] Time 2.447 Data 0.001 Err 0.8788 top1 22.656 top5 7.812 | Epoch: [20][424/553] Time 2.462 Data 0.001 Err 0.8946 top1 22.656 top5 9.375 | Epoch: [20][425/553] Time 2.444 Data 0.001 Err 0.6228 top1 17.969 top5 4.688 | Epoch: [20][426/553] Time 2.436 Data 0.001 Err 0.8024 top1 25.781 top5 3.906 | Epoch: [20][427/553] Time 2.450 Data 0.001 Err 0.6487 top1 16.406 top5 4.688 | Epoch: [20][428/553] Time 2.480 Data 0.000 Err 0.7877 top1 21.875 top5 5.469 | Epoch: [20][429/553] Time 2.441 Data 0.001 Err 0.8248 top1 21.094 top5 8.594 | Epoch: [20][430/553] Time 2.439 Data 0.001 Err 0.8581 top1 26.562 top5 7.031 | Epoch: [20][431/553] Time 2.478 Data 0.001 Err 1.1997 top1 31.250 top5 13.281 | Epoch: [20][432/553] Time 2.433 Data 0.001 Err 0.8418 top1 25.000 top5 6.250 | Epoch: [20][433/553] Time 2.442 Data 0.001 Err 0.8452 top1 22.656 top5 6.250 | Epoch: [20][434/553] Time 2.443 Data 0.001 Err 0.6044 top1 18.750 top5 2.344 | Epoch: [20][435/553] Time 2.467 Data 0.001 Err 0.6380 top1 19.531 top5 3.906 | Epoch: [20][436/553] Time 2.448 Data 0.001 Err 0.8101 top1 20.312 top5 8.594 | Epoch: [20][437/553] Time 2.439 Data 0.001 Err 0.7740 top1 21.875 top5 6.250 | Epoch: [20][438/553] Time 2.445 Data 0.001 Err 1.0121 top1 27.344 top5 7.812 | Epoch: [20][439/553] Time 2.444 Data 0.001 Err 1.0730 top1 29.688 top5 11.719 | Epoch: [20][440/553] Time 2.481 Data 0.001 Err 0.9065 top1 26.562 top5 8.594 | Epoch: [20][441/553] Time 2.447 Data 0.001 Err 0.8582 top1 25.781 top5 9.375 | Epoch: [20][442/553] Time 2.492 Data 0.001 Err 0.9106 top1 25.000 top5 6.250 | Epoch: [20][443/553] Time 2.446 Data 0.001 Err 1.0985 top1 27.344 top5 11.719 | Epoch: [20][444/553] Time 2.444 Data 0.001 Err 0.8241 top1 20.312 top5 7.031 | Epoch: [20][445/553] Time 2.445 Data 0.001 Err 0.8646 top1 19.531 top5 7.031 | Epoch: [20][446/553] Time 2.438 Data 0.001 Err 0.7946 top1 21.875 top5 8.594 | Epoch: [20][447/553] Time 2.463 Data 0.001 Err 0.9549 top1 25.781 top5 7.031 | Epoch: [20][448/553] Time 2.461 Data 0.001 Err 0.8171 top1 22.656 top5 7.812 | Epoch: [20][449/553] Time 2.439 Data 0.001 Err 0.8337 top1 21.875 top5 6.250 | Epoch: [20][450/553] Time 2.433 Data 0.001 Err 0.7226 top1 20.312 top5 6.250 | Epoch: [20][451/553] Time 2.490 Data 0.001 Err 1.0010 top1 23.438 top5 8.594 | Epoch: [20][452/553] Time 2.444 Data 0.001 Err 0.6568 top1 19.531 top5 3.125 | Epoch: [20][453/553] Time 2.444 Data 0.001 Err 0.8881 top1 20.312 top5 7.031 | Epoch: [20][454/553] Time 2.429 Data 0.001 Err 0.8694 top1 21.875 top5 8.594 | Epoch: [20][455/553] Time 2.441 Data 0.001 Err 0.8914 top1 25.000 top5 4.688 | Epoch: [20][456/553] Time 2.458 Data 0.001 Err 0.8756 top1 22.656 top5 7.031 | Epoch: [20][457/553] Time 2.442 Data 0.001 Err 0.7644 top1 25.781 top5 4.688 | Epoch: [20][458/553] Time 2.482 Data 0.001 Err 0.9437 top1 24.219 top5 8.594 | Epoch: [20][459/553] Time 2.487 Data 0.001 Err 0.7924 top1 21.875 top5 7.812 | Epoch: [20][460/553] Time 2.472 Data 0.001 Err 0.7634 top1 23.438 top5 4.688 | Epoch: [20][461/553] Time 2.441 Data 0.001 Err 0.8834 top1 22.656 top5 8.594 | Epoch: [20][462/553] Time 2.435 Data 0.001 Err 0.8490 top1 22.656 top5 9.375 | Epoch: [20][463/553] Time 2.442 Data 0.001 Err 0.8757 top1 25.781 top5 6.250 | Epoch: [20][464/553] Time 2.440 Data 0.001 Err 1.2787 top1 36.719 top5 12.500 | Epoch: [20][465/553] Time 2.441 Data 0.001 Err 0.9178 top1 23.438 top5 9.375 | Epoch: [20][466/553] Time 2.438 Data 0.001 Err 0.9606 top1 27.344 top5 7.812 | Epoch: [20][467/553] Time 2.438 Data 0.001 Err 0.8087 top1 20.312 top5 5.469 | Epoch: [20][468/553] Time 2.483 Data 0.001 Err 0.6083 top1 17.969 top5 3.906 | Epoch: [20][469/553] Time 2.440 Data 0.001 Err 0.8559 top1 21.875 top5 7.812 | Epoch: [20][470/553] Time 2.451 Data 0.001 Err 0.9619 top1 27.344 top5 8.594 | Epoch: [20][471/553] Time 2.450 Data 0.001 Err 1.0472 top1 28.906 top5 12.500 | Epoch: [20][472/553] Time 2.437 Data 0.001 Err 0.8117 top1 21.094 top5 8.594 | Epoch: [20][473/553] Time 2.439 Data 0.001 Err 0.8591 top1 27.344 top5 5.469 | Epoch: [20][474/553] Time 2.474 Data 0.001 Err 0.5394 top1 15.625 top5 2.344 | Epoch: [20][475/553] Time 2.441 Data 0.001 Err 0.9843 top1 27.344 top5 11.719 | Epoch: [20][476/553] Time 2.449 Data 0.001 Err 0.8670 top1 27.344 top5 9.375 | Epoch: [20][477/553] Time 2.437 Data 0.001 Err 1.0129 top1 25.781 top5 9.375 | Epoch: [20][478/553] Time 2.435 Data 0.001 Err 0.9038 top1 28.125 top5 7.812 | Epoch: [20][479/553] Time 2.468 Data 0.001 Err 0.6828 top1 18.750 top5 3.906 | Epoch: [20][480/553] Time 2.439 Data 0.001 Err 0.9298 top1 24.219 top5 9.375 | Epoch: [20][481/553] Time 2.452 Data 0.001 Err 0.8029 top1 21.875 top5 5.469 | Epoch: [20][482/553] Time 2.430 Data 0.001 Err 0.8357 top1 24.219 top5 7.031 | Epoch: [20][483/553] Time 2.482 Data 0.001 Err 0.7383 top1 22.656 top5 3.125 | Epoch: [20][484/553] Time 2.474 Data 0.001 Err 0.8056 top1 21.094 top5 6.250 | Epoch: [20][485/553] Time 2.433 Data 0.001 Err 0.9048 top1 28.125 top5 6.250 | Epoch: [20][486/553] Time 2.436 Data 0.001 Err 0.6691 top1 17.188 top5 3.125 | Epoch: [20][487/553] Time 2.464 Data 0.001 Err 0.8809 top1 19.531 top5 6.250 | Epoch: [20][488/553] Time 2.439 Data 0.001 Err 1.1178 top1 29.688 top5 8.594 | Epoch: [20][489/553] Time 2.439 Data 0.001 Err 1.0225 top1 28.125 top5 7.031 | Epoch: [20][490/553] Time 2.438 Data 0.001 Err 0.6650 top1 14.062 top5 7.031 | Epoch: [20][491/553] Time 2.465 Data 0.001 Err 0.7299 top1 21.875 top5 6.250 | Epoch: [20][492/553] Time 2.472 Data 0.001 Err 0.9135 top1 25.781 top5 9.375 | Epoch: [20][493/553] Time 2.440 Data 0.001 Err 0.8082 top1 20.312 top5 8.594 | Epoch: [20][494/553] Time 2.439 Data 0.001 Err 0.6234 top1 16.406 top5 3.906 | Epoch: [20][495/553] Time 2.509 Data 0.001 Err 0.6822 top1 17.188 top5 5.469 | Epoch: [20][496/553] Time 2.497 Data 0.001 Err 0.6411 top1 16.406 top5 3.125 | Epoch: [20][497/553] Time 2.514 Data 0.001 Err 0.9833 top1 27.344 top5 10.156 | Epoch: [20][498/553] Time 2.443 Data 0.001 Err 0.9443 top1 25.781 top5 8.594 | Epoch: [20][499/553] Time 2.472 Data 0.001 Err 0.9850 top1 25.000 top5 10.156 | Epoch: [20][500/553] Time 2.437 Data 0.001 Err 0.9484 top1 25.000 top5 9.375 | Epoch: [20][501/553] Time 2.441 Data 0.001 Err 0.8264 top1 22.656 top5 6.250 | Epoch: [20][502/553] Time 2.438 Data 0.001 Err 0.8486 top1 20.312 top5 7.812 | Epoch: [20][503/553] Time 2.488 Data 0.022 Err 0.8385 top1 21.875 top5 7.031 | Epoch: [20][504/553] Time 2.464 Data 0.001 Err 0.9627 top1 26.562 top5 9.375 | Epoch: [20][505/553] Time 2.433 Data 0.001 Err 0.8795 top1 23.438 top5 8.594 | Epoch: [20][506/553] Time 2.449 Data 0.001 Err 0.8184 top1 24.219 top5 5.469 | Epoch: [20][507/553] Time 2.443 Data 0.000 Err 0.7550 top1 20.312 top5 8.594 | Epoch: [20][508/553] Time 2.475 Data 0.000 Err 1.0272 top1 25.000 top5 9.375 | Epoch: [20][509/553] Time 2.450 Data 0.001 Err 0.7381 top1 16.406 top5 8.594 | Epoch: [20][510/553] Time 2.442 Data 0.001 Err 0.8904 top1 25.000 top5 5.469 | Epoch: [20][511/553] Time 2.439 Data 0.001 Err 0.6694 top1 17.188 top5 7.031 | Epoch: [20][512/553] Time 2.464 Data 0.001 Err 0.9117 top1 21.094 top5 9.375 | Epoch: [20][513/553] Time 2.473 Data 0.001 Err 0.9713 top1 25.781 top5 7.031 | Epoch: [20][514/553] Time 2.440 Data 0.001 Err 0.7560 top1 21.094 top5 5.469 | Epoch: [20][515/553] Time 2.441 Data 0.001 Err 0.9511 top1 22.656 top5 9.375 | Epoch: [20][516/553] Time 2.436 Data 0.001 Err 0.6875 top1 18.750 top5 3.125 | Epoch: [20][517/553] Time 2.473 Data 0.000 Err 0.8209 top1 23.438 top5 5.469 | Epoch: [20][518/553] Time 2.447 Data 0.001 Err 0.6986 top1 21.875 top5 3.125 | Epoch: [20][519/553] Time 2.439 Data 0.001 Err 0.8533 top1 27.344 top5 7.031 | Epoch: [20][520/553] Time 2.443 Data 0.001 Err 0.6377 top1 17.188 top5 6.250 | Epoch: [20][521/553] Time 2.441 Data 0.001 Err 0.8238 top1 29.688 top5 5.469 | Epoch: [20][522/553] Time 2.465 Data 0.001 Err 0.9551 top1 27.344 top5 9.375 | Epoch: [20][523/553] Time 2.505 Data 0.001 Err 0.7043 top1 18.750 top5 4.688 | Epoch: [20][524/553] Time 2.463 Data 0.001 Err 0.9289 top1 26.562 top5 9.375 | Epoch: [20][525/553] Time 2.450 Data 0.001 Err 0.7836 top1 19.531 top5 7.812 | Epoch: [20][526/553] Time 2.492 Data 0.001 Err 0.8721 top1 20.312 top5 7.812 | Epoch: [20][527/553] Time 2.449 Data 0.001 Err 0.8798 top1 25.781 top5 7.031 | Epoch: [20][528/553] Time 2.509 Data 0.001 Err 0.7459 top1 19.531 top5 6.250 | Epoch: [20][529/553] Time 2.439 Data 0.000 Err 0.8282 top1 21.094 top5 7.031 | Epoch: [20][530/553] Time 2.470 Data 0.001 Err 0.7425 top1 15.625 top5 4.688 | Epoch: [20][531/553] Time 2.479 Data 0.001 Err 0.9590 top1 28.125 top5 10.156 | Epoch: [20][532/553] Time 2.463 Data 0.001 Err 0.9803 top1 21.875 top5 9.375 | Epoch: [20][533/553] Time 2.439 Data 0.000 Err 1.0602 top1 25.000 top5 7.812 | Epoch: [20][534/553] Time 2.508 Data 0.001 Err 0.6955 top1 20.312 top5 4.688 | Epoch: [20][535/553] Time 2.476 Data 0.001 Err 0.9296 top1 23.438 top5 8.594 | Epoch: [20][536/553] Time 2.442 Data 0.001 Err 0.9018 top1 26.562 top5 5.469 | Epoch: [20][537/553] Time 2.437 Data 0.001 Err 0.6819 top1 18.750 top5 6.250 | Epoch: [20][538/553] Time 2.504 Data 0.001 Err 1.0346 top1 25.000 top5 10.156 | Epoch: [20][539/553] Time 2.464 Data 0.001 Err 1.0306 top1 25.781 top5 9.375 | Epoch: [20][540/553] Time 2.453 Data 0.001 Err 0.7729 top1 17.969 top5 6.250 | Epoch: [20][541/553] Time 2.448 Data 0.001 Err 0.9335 top1 26.562 top5 7.031 | Epoch: [20][542/553] Time 2.463 Data 0.001 Err 0.7274 top1 20.312 top5 7.812 | Epoch: [20][543/553] Time 2.438 Data 0.000 Err 0.6743 top1 17.188 top5 4.688 | Epoch: [20][544/553] Time 2.450 Data 0.000 Err 0.8967 top1 27.344 top5 4.688 | Epoch: [20][545/553] Time 2.478 Data 0.000 Err 1.1630 top1 29.688 top5 14.844 | Epoch: [20][546/553] Time 2.438 Data 0.000 Err 0.9313 top1 25.000 top5 7.031 | Epoch: [20][547/553] Time 2.449 Data 0.000 Err 0.7955 top1 21.875 top5 7.031 | Epoch: [20][548/553] Time 2.439 Data 0.000 Err 0.7450 top1 21.875 top5 8.594 | Epoch: [20][549/553] Time 2.442 Data 0.000 Err 0.8119 top1 24.219 top5 6.250 | Epoch: [20][550/553] Time 2.446 Data 0.000 Err 0.8496 top1 21.875 top5 7.812 | Epoch: [20][551/553] Time 2.437 Data 0.000 Err 0.8557 top1 22.656 top5 6.250 | Epoch: [20][552/553] Time 2.439 Data 0.000 Err 0.8903 top1 22.656 top5 5.469 | Epoch: [20][553/553] Time 1.028 Data 0.000 Err 0.9168 top1 29.545 top5 6.818 | Test: [20][1/198] Time 2.454 Data 1.735 top1 26.562 ( 26.562) top5 6.250 ( 6.250) | Test: [20][2/198] Time 0.720 Data 0.001 top1 32.031 ( 29.297) top5 6.250 ( 6.250) | Test: [20][3/198] Time 0.750 Data 0.000 top1 27.344 ( 28.646) top5 8.594 ( 7.031) | Test: [20][4/198] Time 0.745 Data 0.004 top1 25.781 ( 27.930) top5 12.500 ( 8.398) | Test: [20][5/198] Time 0.722 Data 0.001 top1 32.812 ( 28.906) top5 11.719 ( 9.062) | Test: [20][6/198] Time 0.734 Data 0.001 top1 26.562 ( 28.516) top5 7.031 ( 8.724) | Test: [20][7/198] Time 0.718 Data 0.001 top1 28.125 ( 28.460) top5 8.594 ( 8.705) | Test: [20][8/198] Time 0.721 Data 0.001 top1 28.906 ( 28.516) top5 6.250 ( 8.398) | Test: [20][9/198] Time 0.719 Data 0.001 top1 24.219 ( 28.038) top5 5.469 ( 8.073) | Test: [20][10/198] Time 0.730 Data 0.001 top1 28.125 ( 28.047) top5 7.031 ( 7.969) | Test: [20][11/198] Time 0.749 Data 0.001 top1 20.312 ( 27.344) top5 7.812 ( 7.955) | Test: [20][12/198] Time 0.729 Data 0.001 top1 28.906 ( 27.474) top5 11.719 ( 8.268) | Test: [20][13/198] Time 0.734 Data 0.001 top1 27.344 ( 27.464) top5 8.594 ( 8.293) | Test: [20][14/198] Time 0.729 Data 0.001 top1 21.094 ( 27.009) top5 4.688 ( 8.036) | Test: [20][15/198] Time 0.717 Data 0.001 top1 28.125 ( 27.083) top5 7.031 ( 7.969) | Test: [20][16/198] Time 0.721 Data 0.001 top1 31.250 ( 27.344) top5 7.812 ( 7.959) | Test: [20][17/198] Time 0.714 Data 0.001 top1 32.031 ( 27.619) top5 14.844 ( 8.364) | Test: [20][18/198] Time 0.716 Data 0.001 top1 35.156 ( 28.038) top5 12.500 ( 8.594) | Test: [20][19/198] Time 0.721 Data 0.001 top1 26.562 ( 27.961) top5 10.938 ( 8.717) | Test: [20][20/198] Time 0.719 Data 0.001 top1 36.719 ( 28.398) top5 13.281 ( 8.945) | Test: [20][21/198] Time 0.719 Data 0.001 top1 26.562 ( 28.311) top5 9.375 ( 8.966) | Test: [20][22/198] Time 0.730 Data 0.001 top1 33.594 ( 28.551) top5 7.812 ( 8.913) | Test: [20][23/198] Time 0.719 Data 0.001 top1 21.875 ( 28.261) top5 8.594 ( 8.899) | Test: [20][24/198] Time 0.713 Data 0.001 top1 34.375 ( 28.516) top5 7.031 ( 8.822) | Test: [20][25/198] Time 0.716 Data 0.001 top1 29.688 ( 28.562) top5 10.938 ( 8.906) | Test: [20][26/198] Time 0.725 Data 0.001 top1 26.562 ( 28.486) top5 7.812 ( 8.864) | Test: [20][27/198] Time 0.733 Data 0.001 top1 28.125 ( 28.472) top5 8.594 ( 8.854) | Test: [20][28/198] Time 0.715 Data 0.001 top1 29.688 ( 28.516) top5 8.594 ( 8.845) | Test: [20][29/198] Time 0.728 Data 0.001 top1 31.250 ( 28.610) top5 8.594 ( 8.836) | Test: [20][30/198] Time 0.716 Data 0.001 top1 25.781 ( 28.516) top5 10.156 ( 8.880) | Test: [20][31/198] Time 0.720 Data 0.001 top1 26.562 ( 28.453) top5 8.594 ( 8.871) | Test: [20][32/198] Time 0.722 Data 0.001 top1 28.125 ( 28.442) top5 9.375 ( 8.887) | Test: [20][33/198] Time 0.721 Data 0.001 top1 26.562 ( 28.385) top5 8.594 ( 8.878) | Test: [20][34/198] Time 0.729 Data 0.003 top1 28.906 ( 28.401) top5 9.375 ( 8.892) | Test: [20][35/198] Time 0.719 Data 0.001 top1 31.250 ( 28.482) top5 8.594 ( 8.884) | Test: [20][36/198] Time 0.720 Data 0.001 top1 33.594 ( 28.624) top5 10.938 ( 8.941) | Test: [20][37/198] Time 0.733 Data 0.001 top1 32.812 ( 28.737) top5 8.594 ( 8.932) | Test: [20][38/198] Time 0.730 Data 0.000 top1 29.688 ( 28.762) top5 8.594 ( 8.923) | Test: [20][39/198] Time 0.735 Data 0.000 top1 28.906 ( 28.766) top5 12.500 ( 9.014) | Test: [20][40/198] Time 0.722 Data 0.001 top1 32.031 ( 28.848) top5 7.812 ( 8.984) | Test: [20][41/198] Time 0.720 Data 0.001 top1 28.125 ( 28.830) top5 10.156 ( 9.013) | Test: [20][42/198] Time 0.716 Data 0.001 top1 22.656 ( 28.683) top5 4.688 ( 8.910) | Test: [20][43/198] Time 0.716 Data 0.001 top1 24.219 ( 28.579) top5 6.250 ( 8.848) | Test: [20][44/198] Time 0.717 Data 0.001 top1 28.906 ( 28.587) top5 9.375 ( 8.860) | Test: [20][45/198] Time 0.732 Data 0.001 top1 29.688 ( 28.611) top5 9.375 ( 8.872) | Test: [20][46/198] Time 0.737 Data 0.001 top1 32.031 ( 28.685) top5 4.688 ( 8.781) | Test: [20][47/198] Time 0.727 Data 0.001 top1 26.562 ( 28.640) top5 6.250 ( 8.727) | Test: [20][48/198] Time 0.723 Data 0.001 top1 25.781 ( 28.581) top5 9.375 ( 8.740) | Test: [20][49/198] Time 0.715 Data 0.001 top1 32.812 ( 28.667) top5 11.719 ( 8.801) | Test: [20][50/198] Time 0.716 Data 0.001 top1 27.344 ( 28.641) top5 9.375 ( 8.812) | Test: [20][51/198] Time 0.719 Data 0.001 top1 30.469 ( 28.676) top5 9.375 ( 8.824) | Test: [20][52/198] Time 0.715 Data 0.001 top1 28.906 ( 28.681) top5 10.938 ( 8.864) | Test: [20][53/198] Time 0.720 Data 0.001 top1 22.656 ( 28.567) top5 9.375 ( 8.874) | Test: [20][54/198] Time 0.717 Data 0.001 top1 27.344 ( 28.545) top5 6.250 ( 8.825) | Test: [20][55/198] Time 0.727 Data 0.001 top1 30.469 ( 28.580) top5 11.719 ( 8.878) | Test: [20][56/198] Time 0.730 Data 0.001 top1 32.031 ( 28.641) top5 10.938 ( 8.915) | Test: [20][57/198] Time 0.784 Data 0.001 top1 29.688 ( 28.660) top5 11.719 ( 8.964) | Test: [20][58/198] Time 0.790 Data 0.001 top1 29.688 ( 28.677) top5 7.812 ( 8.944) | Test: [20][59/198] Time 0.735 Data 0.001 top1 22.656 ( 28.575) top5 8.594 ( 8.938) | Test: [20][60/198] Time 0.775 Data 0.001 top1 31.250 ( 28.620) top5 13.281 ( 9.010) | Test: [20][61/198] Time 0.745 Data 0.001 top1 25.000 ( 28.560) top5 9.375 ( 9.016) | Test: [20][62/198] Time 0.729 Data 0.001 top1 29.688 ( 28.579) top5 9.375 ( 9.022) | Test: [20][63/198] Time 0.715 Data 0.001 top1 33.594 ( 28.658) top5 7.031 ( 8.991) | Test: [20][64/198] Time 0.718 Data 0.001 top1 33.594 ( 28.735) top5 6.250 ( 8.948) | Test: [20][65/198] Time 0.716 Data 0.000 top1 32.031 ( 28.786) top5 7.812 ( 8.930) | Test: [20][66/198] Time 0.730 Data 0.001 top1 26.562 ( 28.752) top5 12.500 ( 8.984) | Test: [20][67/198] Time 0.715 Data 0.001 top1 31.250 ( 28.790) top5 9.375 ( 8.990) | Test: [20][68/198] Time 0.718 Data 0.001 top1 29.688 ( 28.803) top5 10.156 ( 9.007) | Test: [20][69/198] Time 0.729 Data 0.001 top1 25.000 ( 28.748) top5 10.938 ( 9.035) | Test: [20][70/198] Time 0.730 Data 0.001 top1 25.000 ( 28.694) top5 5.469 ( 8.984) | Test: [20][71/198] Time 0.719 Data 0.001 top1 37.500 ( 28.818) top5 12.500 ( 9.034) | Test: [20][72/198] Time 0.730 Data 0.001 top1 31.250 ( 28.852) top5 7.031 ( 9.006) | Test: [20][73/198] Time 0.727 Data 0.001 top1 31.250 ( 28.885) top5 8.594 ( 9.000) | Test: [20][74/198] Time 0.714 Data 0.001 top1 29.688 ( 28.896) top5 4.688 ( 8.942) | Test: [20][75/198] Time 0.726 Data 0.001 top1 31.250 ( 28.927) top5 14.062 ( 9.010) | Test: [20][76/198] Time 0.717 Data 0.001 top1 25.781 ( 28.886) top5 9.375 ( 9.015) | Test: [20][77/198] Time 0.723 Data 0.001 top1 25.781 ( 28.845) top5 7.812 ( 9.000) | Test: [20][78/198] Time 0.730 Data 0.001 top1 27.344 ( 28.826) top5 7.812 ( 8.984) | Test: [20][79/198] Time 0.716 Data 0.001 top1 30.469 ( 28.847) top5 5.469 ( 8.940) | Test: [20][80/198] Time 0.721 Data 0.001 top1 30.469 ( 28.867) top5 10.938 ( 8.965) | Test: [20][81/198] Time 0.720 Data 0.001 top1 31.250 ( 28.897) top5 10.156 ( 8.980) | Test: [20][82/198] Time 0.727 Data 0.001 top1 25.781 ( 28.859) top5 7.812 ( 8.965) | Test: [20][83/198] Time 0.724 Data 0.001 top1 36.719 ( 28.953) top5 7.812 ( 8.951) | Test: [20][84/198] Time 0.718 Data 0.001 top1 34.375 ( 29.018) top5 10.938 ( 8.975) | Test: [20][85/198] Time 0.725 Data 0.001 top1 33.594 ( 29.072) top5 14.062 ( 9.035) | Test: [20][86/198] Time 0.724 Data 0.001 top1 23.438 ( 29.006) top5 3.906 ( 8.975) | Test: [20][87/198] Time 0.778 Data 0.001 top1 30.469 ( 29.023) top5 9.375 ( 8.980) | Test: [20][88/198] Time 0.721 Data 0.001 top1 32.031 ( 29.057) top5 12.500 ( 9.020) | Test: [20][89/198] Time 0.723 Data 0.001 top1 30.469 ( 29.073) top5 8.594 ( 9.015) | Test: [20][90/198] Time 0.735 Data 0.001 top1 31.250 ( 29.097) top5 6.250 ( 8.984) | Test: [20][91/198] Time 0.721 Data 0.001 top1 31.250 ( 29.121) top5 9.375 ( 8.989) | Test: [20][92/198] Time 0.721 Data 0.001 top1 24.219 ( 29.068) top5 6.250 ( 8.959) | Test: [20][93/198] Time 0.715 Data 0.001 top1 25.000 ( 29.024) top5 11.719 ( 8.989) | Test: [20][94/198] Time 0.729 Data 0.001 top1 25.781 ( 28.989) top5 9.375 ( 8.993) | Test: [20][95/198] Time 0.717 Data 0.001 top1 23.438 ( 28.931) top5 10.156 ( 9.005) | Test: [20][96/198] Time 0.716 Data 0.001 top1 25.000 ( 28.890) top5 12.500 ( 9.041) | Test: [20][97/198] Time 0.716 Data 0.001 top1 32.812 ( 28.930) top5 10.938 ( 9.061) | Test: [20][98/198] Time 0.721 Data 0.001 top1 26.562 ( 28.906) top5 6.250 ( 9.032) | Test: [20][99/198] Time 0.724 Data 0.001 top1 31.250 ( 28.930) top5 11.719 ( 9.059) | Test: [20][100/198] Time 0.724 Data 0.001 top1 37.500 ( 29.016) top5 9.375 ( 9.062) | Test: [20][101/198] Time 0.732 Data 0.001 top1 30.469 ( 29.030) top5 7.031 ( 9.042) | Test: [20][102/198] Time 0.710 Data 0.001 top1 32.031 ( 29.059) top5 13.281 ( 9.084) | Test: [20][103/198] Time 0.722 Data 0.001 top1 27.344 ( 29.043) top5 10.938 ( 9.102) | Test: [20][104/198] Time 0.722 Data 0.001 top1 28.125 ( 29.034) top5 7.031 ( 9.082) | Test: [20][105/198] Time 0.728 Data 0.001 top1 28.125 ( 29.025) top5 9.375 ( 9.085) | Test: [20][106/198] Time 0.723 Data 0.001 top1 30.469 ( 29.039) top5 9.375 ( 9.088) | Test: [20][107/198] Time 0.724 Data 0.001 top1 33.594 ( 29.081) top5 9.375 ( 9.090) | Test: [20][108/198] Time 0.724 Data 0.001 top1 35.938 ( 29.145) top5 10.938 ( 9.107) | Test: [20][109/198] Time 0.727 Data 0.001 top1 30.469 ( 29.157) top5 11.719 ( 9.131) | Test: [20][110/198] Time 0.734 Data 0.001 top1 26.562 ( 29.134) top5 8.594 ( 9.126) | Test: [20][111/198] Time 0.728 Data 0.001 top1 30.469 ( 29.146) top5 11.719 ( 9.150) | Test: [20][112/198] Time 0.715 Data 0.001 top1 32.031 ( 29.171) top5 7.812 ( 9.138) | Test: [20][113/198] Time 0.724 Data 0.001 top1 32.031 ( 29.197) top5 10.938 ( 9.154) | Test: [20][114/198] Time 0.718 Data 0.001 top1 34.375 ( 29.242) top5 7.812 ( 9.142) | Test: [20][115/198] Time 0.724 Data 0.001 top1 34.375 ( 29.287) top5 13.281 ( 9.178) | Test: [20][116/198] Time 0.759 Data 0.001 top1 35.156 ( 29.337) top5 7.812 ( 9.166) | Test: [20][117/198] Time 0.730 Data 0.005 top1 35.156 ( 29.387) top5 12.500 ( 9.195) | Test: [20][118/198] Time 0.724 Data 0.001 top1 24.219 ( 29.343) top5 10.938 ( 9.209) | Test: [20][119/198] Time 0.727 Data 0.001 top1 29.688 ( 29.346) top5 10.938 ( 9.224) | Test: [20][120/198] Time 0.730 Data 0.001 top1 36.719 ( 29.408) top5 10.938 ( 9.238) | Test: [20][121/198] Time 0.715 Data 0.001 top1 27.344 ( 29.390) top5 7.812 ( 9.226) | Test: [20][122/198] Time 0.728 Data 0.001 top1 30.469 ( 29.399) top5 10.938 ( 9.241) | Test: [20][123/198] Time 0.711 Data 0.001 top1 31.250 ( 29.414) top5 7.031 ( 9.223) | Test: [20][124/198] Time 0.722 Data 0.001 top1 28.125 ( 29.404) top5 12.500 ( 9.249) | Test: [20][125/198] Time 0.717 Data 0.001 top1 30.469 ( 29.413) top5 14.062 ( 9.287) | Test: [20][126/198] Time 0.714 Data 0.001 top1 25.781 ( 29.384) top5 6.250 ( 9.263) | Test: [20][127/198] Time 0.734 Data 0.001 top1 21.875 ( 29.325) top5 6.250 ( 9.240) | Test: [20][128/198] Time 0.716 Data 0.001 top1 28.125 ( 29.315) top5 7.812 ( 9.229) | Test: [20][129/198] Time 0.714 Data 0.001 top1 23.438 ( 29.270) top5 7.031 ( 9.211) | Test: [20][130/198] Time 0.716 Data 0.001 top1 28.906 ( 29.267) top5 9.375 ( 9.213) | Test: [20][131/198] Time 0.730 Data 0.001 top1 28.125 ( 29.258) top5 10.938 ( 9.226) | Test: [20][132/198] Time 0.722 Data 0.001 top1 30.469 ( 29.267) top5 10.938 ( 9.239) | Test: [20][133/198] Time 0.723 Data 0.001 top1 25.781 ( 29.241) top5 5.469 ( 9.211) | Test: [20][134/198] Time 0.723 Data 0.000 top1 26.562 ( 29.221) top5 7.031 ( 9.194) | Test: [20][135/198] Time 0.716 Data 0.001 top1 35.938 ( 29.271) top5 7.812 ( 9.184) | Test: [20][136/198] Time 0.717 Data 0.001 top1 24.219 ( 29.234) top5 10.938 ( 9.197) | Test: [20][137/198] Time 0.725 Data 0.001 top1 34.375 ( 29.271) top5 14.844 ( 9.238) | Test: [20][138/198] Time 0.721 Data 0.001 top1 31.250 ( 29.286) top5 10.938 ( 9.250) | Test: [20][139/198] Time 0.722 Data 0.001 top1 24.219 ( 29.249) top5 10.156 ( 9.257) | Test: [20][140/198] Time 0.724 Data 0.001 top1 32.031 ( 29.269) top5 13.281 ( 9.286) | Test: [20][141/198] Time 0.761 Data 0.001 top1 40.625 ( 29.350) top5 15.625 ( 9.331) | Test: [20][142/198] Time 0.723 Data 0.001 top1 30.469 ( 29.357) top5 7.031 ( 9.314) | Test: [20][143/198] Time 0.738 Data 0.001 top1 37.500 ( 29.414) top5 15.625 ( 9.359) | Test: [20][144/198] Time 0.727 Data 0.001 top1 33.594 ( 29.443) top5 8.594 ( 9.353) | Test: [20][145/198] Time 0.720 Data 0.001 top1 31.250 ( 29.456) top5 10.938 ( 9.364) | Test: [20][146/198] Time 0.743 Data 0.001 top1 28.125 ( 29.447) top5 4.688 ( 9.332) | Test: [20][147/198] Time 0.714 Data 0.001 top1 30.469 ( 29.454) top5 10.938 ( 9.343) | Test: [20][148/198] Time 0.724 Data 0.001 top1 31.250 ( 29.466) top5 6.250 ( 9.322) | Test: [20][149/198] Time 0.717 Data 0.001 top1 28.906 ( 29.462) top5 9.375 ( 9.323) | Test: [20][150/198] Time 0.717 Data 0.001 top1 33.594 ( 29.490) top5 8.594 ( 9.318) | Test: [20][151/198] Time 0.713 Data 0.001 top1 23.438 ( 29.450) top5 7.031 ( 9.303) | Test: [20][152/198] Time 0.721 Data 0.001 top1 26.562 ( 29.431) top5 10.938 ( 9.313) | Test: [20][153/198] Time 0.719 Data 0.001 top1 25.000 ( 29.402) top5 3.125 ( 9.273) | Test: [20][154/198] Time 0.718 Data 0.001 top1 19.531 ( 29.337) top5 5.469 ( 9.248) | Test: [20][155/198] Time 0.718 Data 0.001 top1 39.062 ( 29.400) top5 12.500 ( 9.269) | Test: [20][156/198] Time 0.722 Data 0.001 top1 27.344 ( 29.387) top5 5.469 ( 9.245) | Test: [20][157/198] Time 0.725 Data 0.001 top1 35.938 ( 29.429) top5 10.156 ( 9.251) | Test: [20][158/198] Time 0.719 Data 0.001 top1 32.812 ( 29.450) top5 11.719 ( 9.266) | Test: [20][159/198] Time 0.716 Data 0.001 top1 28.125 ( 29.442) top5 10.938 ( 9.277) | Test: [20][160/198] Time 0.726 Data 0.001 top1 30.469 ( 29.448) top5 13.281 ( 9.302) | Test: [20][161/198] Time 0.715 Data 0.001 top1 28.906 ( 29.445) top5 7.031 ( 9.288) | Test: [20][162/198] Time 0.720 Data 0.001 top1 26.562 ( 29.427) top5 10.156 ( 9.293) | Test: [20][163/198] Time 0.719 Data 0.001 top1 32.812 ( 29.448) top5 13.281 ( 9.317) | Test: [20][164/198] Time 0.719 Data 0.001 top1 25.781 ( 29.425) top5 7.031 ( 9.304) | Test: [20][165/198] Time 0.723 Data 0.001 top1 28.906 ( 29.422) top5 6.250 ( 9.285) | Test: [20][166/198] Time 0.723 Data 0.001 top1 31.250 ( 29.433) top5 9.375 ( 9.286) | Test: [20][167/198] Time 0.738 Data 0.001 top1 28.125 ( 29.426) top5 8.594 ( 9.281) | Test: [20][168/198] Time 0.725 Data 0.001 top1 36.719 ( 29.469) top5 10.938 ( 9.291) | Test: [20][169/198] Time 0.730 Data 0.001 top1 22.656 ( 29.429) top5 4.688 ( 9.264) | Test: [20][170/198] Time 0.726 Data 0.001 top1 26.562 ( 29.412) top5 11.719 ( 9.278) | Test: [20][171/198] Time 0.764 Data 0.000 top1 32.031 ( 29.427) top5 8.594 ( 9.274) | Test: [20][172/198] Time 0.783 Data 0.000 top1 26.562 ( 29.410) top5 8.594 ( 9.271) | Test: [20][173/198] Time 0.755 Data 0.003 top1 26.562 ( 29.394) top5 6.250 ( 9.253) | Test: [20][174/198] Time 0.719 Data 0.001 top1 26.562 ( 29.378) top5 10.156 ( 9.258) | Test: [20][175/198] Time 0.723 Data 0.001 top1 33.594 ( 29.402) top5 14.062 ( 9.286) | Test: [20][176/198] Time 0.737 Data 0.001 top1 38.281 ( 29.452) top5 11.719 ( 9.300) | Test: [20][177/198] Time 0.733 Data 0.001 top1 32.812 ( 29.471) top5 14.062 ( 9.326) | Test: [20][178/198] Time 0.720 Data 0.000 top1 28.906 ( 29.468) top5 7.812 ( 9.318) | Test: [20][179/198] Time 0.725 Data 0.001 top1 32.031 ( 29.482) top5 7.812 ( 9.310) | Test: [20][180/198] Time 0.727 Data 0.001 top1 41.406 ( 29.549) top5 12.500 ( 9.327) | Test: [20][181/198] Time 0.726 Data 0.001 top1 26.562 ( 29.532) top5 5.469 ( 9.306) | Test: [20][182/198] Time 0.725 Data 0.001 top1 39.062 ( 29.584) top5 14.062 ( 9.332) | Test: [20][183/198] Time 0.728 Data 0.000 top1 31.250 ( 29.594) top5 11.719 ( 9.345) | Test: [20][184/198] Time 0.711 Data 0.001 top1 32.031 ( 29.607) top5 12.500 ( 9.362) | Test: [20][185/198] Time 0.723 Data 0.001 top1 33.594 ( 29.628) top5 16.406 ( 9.400) | Test: [20][186/198] Time 0.715 Data 0.001 top1 30.469 ( 29.633) top5 7.031 ( 9.388) | Test: [20][187/198] Time 0.732 Data 0.001 top1 41.406 ( 29.696) top5 10.156 ( 9.392) | Test: [20][188/198] Time 0.728 Data 0.000 top1 31.250 ( 29.704) top5 7.812 ( 9.383) | Test: [20][189/198] Time 0.715 Data 0.000 top1 25.781 ( 29.683) top5 7.812 ( 9.375) | Test: [20][190/198] Time 0.717 Data 0.000 top1 32.031 ( 29.696) top5 17.188 ( 9.416) | Test: [20][191/198] Time 0.719 Data 0.001 top1 27.344 ( 29.683) top5 7.031 ( 9.404) | Test: [20][192/198] Time 0.723 Data 0.000 top1 27.344 ( 29.671) top5 8.594 ( 9.399) | Test: [20][193/198] Time 0.715 Data 0.000 top1 31.250 ( 29.679) top5 8.594 ( 9.395) | Test: [20][194/198] Time 0.717 Data 0.000 top1 29.688 ( 29.679) top5 13.281 ( 9.415) | Test: [20][195/198] Time 0.715 Data 0.000 top1 32.031 ( 29.692) top5 10.938 ( 9.423) | Test: [20][196/198] Time 0.723 Data 0.001 top1 25.000 ( 29.668) top5 6.250 ( 9.407) | Test: [20][197/198] Time 0.258 Data 0.000 top1 29.412 ( 29.666) top5 14.706 ( 9.434) | Test: [20][198/198] Time 0.715 Data 0.000 top1 28.906 ( 29.662) top5 8.594 ( 9.430) * Finished epoch # 20 top1: 29.662 top5: 9.430 Epoch 21 => Training epoch # 21 | Epoch: [21][1/553] Time 5.225 Data 2.684 Err 0.8044 top1 23.438 top5 7.812 | Epoch: [21][2/553] Time 2.435 Data 0.001 Err 0.8305 top1 23.438 top5 7.031 | Epoch: [21][3/553] Time 2.435 Data 0.001 Err 0.5561 top1 14.062 top5 3.125 | Epoch: [21][4/553] Time 2.505 Data 0.001 Err 0.6423 top1 14.844 top5 6.250 | Epoch: [21][5/553] Time 2.451 Data 0.001 Err 0.6736 top1 16.406 top5 5.469 | Epoch: [21][6/553] Time 2.474 Data 0.001 Err 0.7165 top1 21.094 top5 7.031 | Epoch: [21][7/553] Time 2.439 Data 0.001 Err 0.7828 top1 17.969 top5 8.594 | Epoch: [21][8/553] Time 2.432 Data 0.001 Err 0.6845 top1 15.625 top5 7.031 | Epoch: [21][9/553] Time 2.462 Data 0.001 Err 0.7185 top1 18.750 top5 7.031 | Epoch: [21][10/553] Time 2.435 Data 0.001 Err 0.7907 top1 20.312 top5 5.469 | Epoch: [21][11/553] Time 2.479 Data 0.001 Err 0.7178 top1 17.969 top5 4.688 | Epoch: [21][12/553] Time 2.475 Data 0.001 Err 0.6394 top1 17.969 top5 3.125 | Epoch: [21][13/553] Time 2.474 Data 0.001 Err 0.8547 top1 24.219 top5 10.938 | Epoch: [21][14/553] Time 2.442 Data 0.001 Err 0.7272 top1 18.750 top5 5.469 | Epoch: [21][15/553] Time 2.461 Data 0.001 Err 0.9167 top1 22.656 top5 8.594 | Epoch: [21][16/553] Time 2.514 Data 0.001 Err 0.6226 top1 17.188 top5 3.906 | Epoch: [21][17/553] Time 2.436 Data 0.001 Err 0.7837 top1 24.219 top5 7.031 | Epoch: [21][18/553] Time 2.463 Data 0.001 Err 0.7027 top1 19.531 top5 5.469 | Epoch: [21][19/553] Time 2.434 Data 0.001 Err 0.8486 top1 25.000 top5 6.250 | Epoch: [21][20/553] Time 2.472 Data 0.001 Err 0.6588 top1 17.969 top5 6.250 | Epoch: [21][21/553] Time 2.463 Data 0.001 Err 0.8350 top1 19.531 top5 6.250 | Epoch: [21][22/553] Time 2.465 Data 0.001 Err 0.8683 top1 24.219 top5 8.594 | Epoch: [21][23/553] Time 2.435 Data 0.001 Err 0.4991 top1 14.844 top5 4.688 | Epoch: [21][24/553] Time 2.510 Data 0.001 Err 0.9013 top1 25.000 top5 7.812 | Epoch: [21][25/553] Time 2.465 Data 0.001 Err 0.6217 top1 17.969 top5 3.906 | Epoch: [21][26/553] Time 2.519 Data 0.001 Err 0.8332 top1 22.656 top5 8.594 | Epoch: [21][27/553] Time 2.447 Data 0.001 Err 0.8114 top1 22.656 top5 8.594 | Epoch: [21][28/553] Time 2.467 Data 0.001 Err 0.6246 top1 13.281 top5 6.250 | Epoch: [21][29/553] Time 2.440 Data 0.001 Err 0.7953 top1 20.312 top5 9.375 | Epoch: [21][30/553] Time 2.484 Data 0.001 Err 0.9593 top1 22.656 top5 7.812 | Epoch: [21][31/553] Time 2.472 Data 0.001 Err 0.8692 top1 22.656 top5 5.469 | Epoch: [21][32/553] Time 2.483 Data 0.001 Err 0.7200 top1 20.312 top5 4.688 | Epoch: [21][33/553] Time 2.440 Data 0.001 Err 0.5792 top1 15.625 top5 4.688 | Epoch: [21][34/553] Time 2.473 Data 0.001 Err 0.8155 top1 19.531 top5 3.906 | Epoch: [21][35/553] Time 2.444 Data 0.001 Err 0.7084 top1 19.531 top5 3.125 | Epoch: [21][36/553] Time 2.442 Data 0.001 Err 0.5867 top1 14.844 top5 3.906 | Epoch: [21][37/553] Time 2.465 Data 0.001 Err 0.6039 top1 14.844 top5 5.469 | Epoch: [21][38/553] Time 2.515 Data 0.001 Err 0.7324 top1 19.531 top5 6.250 | Epoch: [21][39/553] Time 2.439 Data 0.001 Err 0.7966 top1 21.875 top5 5.469 | Epoch: [21][40/553] Time 2.443 Data 0.001 Err 0.8766 top1 21.875 top5 9.375 | Epoch: [21][41/553] Time 2.432 Data 0.001 Err 0.7070 top1 17.969 top5 5.469 | Epoch: [21][42/553] Time 2.468 Data 0.001 Err 0.7356 top1 21.875 top5 7.812 | Epoch: [21][43/553] Time 2.463 Data 0.001 Err 0.8336 top1 23.438 top5 8.594 | Epoch: [21][44/553] Time 2.443 Data 0.001 Err 0.8477 top1 25.000 top5 7.812 | Epoch: [21][45/553] Time 2.441 Data 0.000 Err 0.9438 top1 22.656 top5 6.250 | Epoch: [21][46/553] Time 2.448 Data 0.001 Err 0.8076 top1 20.312 top5 8.594 | Epoch: [21][47/553] Time 2.465 Data 0.001 Err 0.6757 top1 19.531 top5 1.562 | Epoch: [21][48/553] Time 2.448 Data 0.001 Err 0.5808 top1 15.625 top5 2.344 | Epoch: [21][49/553] Time 2.463 Data 0.001 Err 0.6833 top1 18.750 top5 7.031 | Epoch: [21][50/553] Time 2.510 Data 0.001 Err 0.7539 top1 19.531 top5 4.688 | Epoch: [21][51/553] Time 2.512 Data 0.001 Err 1.0720 top1 23.438 top5 10.938 | Epoch: [21][52/553] Time 2.456 Data 0.001 Err 0.8058 top1 22.656 top5 3.906 | Epoch: [21][53/553] Time 2.475 Data 0.001 Err 0.7933 top1 20.312 top5 7.812 | Epoch: [21][54/553] Time 2.457 Data 0.000 Err 0.7604 top1 21.094 top5 6.250 | Epoch: [21][55/553] Time 2.442 Data 0.001 Err 0.8293 top1 17.969 top5 10.156 | Epoch: [21][56/553] Time 2.446 Data 0.001 Err 0.5771 top1 15.625 top5 3.125 | Epoch: [21][57/553] Time 2.476 Data 0.001 Err 0.8966 top1 28.125 top5 6.250 | Epoch: [21][58/553] Time 2.487 Data 0.001 Err 0.8720 top1 21.875 top5 8.594 | Epoch: [21][59/553] Time 2.520 Data 0.001 Err 0.6652 top1 17.969 top5 7.031 | Epoch: [21][60/553] Time 2.489 Data 0.001 Err 0.7484 top1 21.875 top5 4.688 | Epoch: [21][61/553] Time 2.507 Data 0.001 Err 0.6063 top1 18.750 top5 5.469 | Epoch: [21][62/553] Time 2.485 Data 0.001 Err 0.7544 top1 17.969 top5 6.250 | Epoch: [21][63/553] Time 2.477 Data 0.001 Err 0.6858 top1 18.750 top5 5.469 | Epoch: [21][64/553] Time 2.442 Data 0.001 Err 0.6246 top1 16.406 top5 3.906 | Epoch: [21][65/553] Time 2.438 Data 0.001 Err 0.9340 top1 20.312 top5 6.250 | Epoch: [21][66/553] Time 2.481 Data 0.001 Err 0.8915 top1 23.438 top5 7.031 | Epoch: [21][67/553] Time 2.439 Data 0.001 Err 0.8093 top1 21.094 top5 4.688 | Epoch: [21][68/553] Time 2.490 Data 0.001 Err 0.8253 top1 21.875 top5 5.469 | Epoch: [21][69/553] Time 2.457 Data 0.001 Err 0.7371 top1 21.094 top5 5.469 | Epoch: [21][70/553] Time 2.473 Data 0.001 Err 0.8363 top1 22.656 top5 7.031 | Epoch: [21][71/553] Time 2.444 Data 0.001 Err 0.7469 top1 18.750 top5 3.906 | Epoch: [21][72/553] Time 2.436 Data 0.001 Err 0.6608 top1 16.406 top5 7.031 | Epoch: [21][73/553] Time 2.440 Data 0.001 Err 0.9804 top1 25.000 top5 10.938 | Epoch: [21][74/553] Time 2.497 Data 0.001 Err 0.7686 top1 15.625 top5 7.031 | Epoch: [21][75/553] Time 2.445 Data 0.001 Err 0.6677 top1 17.188 top5 5.469 | Epoch: [21][76/553] Time 2.486 Data 0.000 Err 0.6419 top1 15.625 top5 4.688 | Epoch: [21][77/553] Time 2.467 Data 0.001 Err 0.9251 top1 21.875 top5 7.031 | Epoch: [21][78/553] Time 2.515 Data 0.001 Err 0.7265 top1 21.875 top5 3.125 | Epoch: [21][79/553] Time 2.456 Data 0.001 Err 0.7797 top1 21.094 top5 6.250 | Epoch: [21][80/553] Time 2.443 Data 0.001 Err 0.7613 top1 18.750 top5 6.250 | Epoch: [21][81/553] Time 2.489 Data 0.001 Err 0.6771 top1 23.438 top5 3.125 | Epoch: [21][82/553] Time 2.482 Data 0.001 Err 0.8687 top1 21.875 top5 9.375 | Epoch: [21][83/553] Time 2.433 Data 0.000 Err 0.8626 top1 21.094 top5 7.031 | Epoch: [21][84/553] Time 2.483 Data 0.001 Err 0.9660 top1 27.344 top5 7.031 | Epoch: [21][85/553] Time 2.477 Data 0.001 Err 0.8398 top1 24.219 top5 7.031 | Epoch: [21][86/553] Time 2.447 Data 0.001 Err 0.4354 top1 10.156 top5 1.562 | Epoch: [21][87/553] Time 2.449 Data 0.001 Err 0.9547 top1 25.000 top5 10.156 | Epoch: [21][88/553] Time 2.449 Data 0.001 Err 0.9247 top1 20.312 top5 10.938 | Epoch: [21][89/553] Time 2.481 Data 0.001 Err 0.7046 top1 19.531 top5 7.812 | Epoch: [21][90/553] Time 2.438 Data 0.001 Err 0.8208 top1 25.000 top5 7.812 | Epoch: [21][91/553] Time 2.443 Data 0.001 Err 0.9507 top1 25.000 top5 7.812 | Epoch: [21][92/553] Time 2.436 Data 0.001 Err 0.8839 top1 24.219 top5 7.812 | Epoch: [21][93/553] Time 2.462 Data 0.001 Err 0.6176 top1 16.406 top5 3.906 | Epoch: [21][94/553] Time 2.480 Data 0.001 Err 0.8009 top1 21.875 top5 7.812 | Epoch: [21][95/553] Time 2.469 Data 0.001 Err 0.7434 top1 18.750 top5 7.031 | Epoch: [21][96/553] Time 2.482 Data 0.001 Err 0.8245 top1 19.531 top5 10.938 | Epoch: [21][97/553] Time 2.450 Data 0.001 Err 0.9757 top1 25.000 top5 11.719 | Epoch: [21][98/553] Time 2.435 Data 0.001 Err 0.8450 top1 22.656 top5 6.250 | Epoch: [21][99/553] Time 2.473 Data 0.001 Err 0.6932 top1 17.969 top5 8.594 | Epoch: [21][100/553] Time 2.447 Data 0.001 Err 0.7876 top1 24.219 top5 7.812 | Epoch: [21][101/553] Time 2.439 Data 0.001 Err 0.9283 top1 25.000 top5 8.594 | Epoch: [21][102/553] Time 2.449 Data 0.001 Err 1.0649 top1 33.594 top5 10.938 | Epoch: [21][103/553] Time 2.475 Data 0.001 Err 0.7516 top1 17.969 top5 6.250 | Epoch: [21][104/553] Time 2.440 Data 0.001 Err 0.5753 top1 13.281 top5 4.688 | Epoch: [21][105/553] Time 2.443 Data 0.001 Err 0.8184 top1 21.875 top5 7.812 | Epoch: [21][106/553] Time 2.450 Data 0.001 Err 1.0045 top1 23.438 top5 7.812 | Epoch: [21][107/553] Time 2.464 Data 0.001 Err 0.6332 top1 17.188 top5 1.562 | Epoch: [21][108/553] Time 2.452 Data 0.001 Err 0.7755 top1 23.438 top5 6.250 | Epoch: [21][109/553] Time 2.509 Data 0.001 Err 0.6611 top1 20.312 top5 4.688 | Epoch: [21][110/553] Time 2.520 Data 0.001 Err 0.6141 top1 18.750 top5 4.688 | Epoch: [21][111/553] Time 2.441 Data 0.001 Err 0.6407 top1 14.844 top5 2.344 | Epoch: [21][112/553] Time 2.457 Data 0.001 Err 0.7661 top1 21.875 top5 3.125 | Epoch: [21][113/553] Time 2.430 Data 0.001 Err 0.8449 top1 21.875 top5 6.250 | Epoch: [21][114/553] Time 2.483 Data 0.001 Err 0.9664 top1 27.344 top5 9.375 | Epoch: [21][115/553] Time 2.457 Data 0.001 Err 0.7336 top1 21.094 top5 6.250 | Epoch: [21][116/553] Time 2.445 Data 0.001 Err 1.0462 top1 25.781 top5 10.938 | Epoch: [21][117/553] Time 2.444 Data 0.001 Err 0.7270 top1 21.094 top5 4.688 | Epoch: [21][118/553] Time 2.438 Data 0.001 Err 0.7843 top1 21.094 top5 7.031 | Epoch: [21][119/553] Time 2.439 Data 0.000 Err 0.5752 top1 15.625 top5 1.562 | Epoch: [21][120/553] Time 2.451 Data 0.001 Err 0.7766 top1 15.625 top5 5.469 | Epoch: [21][121/553] Time 2.476 Data 0.000 Err 0.7093 top1 18.750 top5 6.250 | Epoch: [21][122/553] Time 2.451 Data 0.001 Err 1.0063 top1 24.219 top5 10.156 | Epoch: [21][123/553] Time 2.452 Data 0.001 Err 0.6003 top1 15.625 top5 3.906 | Epoch: [21][124/553] Time 2.460 Data 0.001 Err 0.9205 top1 26.562 top5 7.031 | Epoch: [21][125/553] Time 2.442 Data 0.001 Err 0.7484 top1 17.969 top5 4.688 | Epoch: [21][126/553] Time 2.454 Data 0.001 Err 0.8497 top1 21.875 top5 7.812 | Epoch: [21][127/553] Time 2.468 Data 0.001 Err 0.6562 top1 17.188 top5 7.812 | Epoch: [21][128/553] Time 2.448 Data 0.001 Err 0.6545 top1 17.969 top5 3.906 | Epoch: [21][129/553] Time 2.453 Data 0.001 Err 0.7847 top1 17.969 top5 7.812 | Epoch: [21][130/553] Time 2.452 Data 0.001 Err 0.7847 top1 20.312 top5 7.812 | Epoch: [21][131/553] Time 2.453 Data 0.001 Err 0.8632 top1 21.875 top5 6.250 | Epoch: [21][132/553] Time 2.485 Data 0.001 Err 0.8874 top1 22.656 top5 6.250 | Epoch: [21][133/553] Time 2.440 Data 0.001 Err 0.6772 top1 18.750 top5 7.812 | Epoch: [21][134/553] Time 2.443 Data 0.001 Err 0.7293 top1 19.531 top5 7.812 | Epoch: [21][135/553] Time 2.451 Data 0.001 Err 1.0888 top1 26.562 top5 11.719 | Epoch: [21][136/553] Time 2.436 Data 0.001 Err 0.9069 top1 25.781 top5 10.156 | Epoch: [21][137/553] Time 2.472 Data 0.001 Err 0.9080 top1 22.656 top5 10.156 | Epoch: [21][138/553] Time 2.483 Data 0.001 Err 0.6974 top1 17.188 top5 6.250 | Epoch: [21][139/553] Time 2.486 Data 0.001 Err 0.8858 top1 21.094 top5 7.812 | Epoch: [21][140/553] Time 2.446 Data 0.001 Err 0.8435 top1 25.000 top5 8.594 | Epoch: [21][141/553] Time 2.444 Data 0.001 Err 0.9610 top1 27.344 top5 5.469 | Epoch: [21][142/553] Time 2.438 Data 0.001 Err 0.9050 top1 24.219 top5 7.812 | Epoch: [21][143/553] Time 2.445 Data 0.001 Err 0.7487 top1 22.656 top5 5.469 | Epoch: [21][144/553] Time 2.453 Data 0.001 Err 0.4763 top1 12.500 top5 3.125 | Epoch: [21][145/553] Time 2.447 Data 0.001 Err 0.7332 top1 17.188 top5 7.031 | Epoch: [21][146/553] Time 2.447 Data 0.001 Err 1.0306 top1 28.125 top5 8.594 | Epoch: [21][147/553] Time 2.487 Data 0.001 Err 0.6355 top1 18.750 top5 3.125 | Epoch: [21][148/553] Time 2.443 Data 0.001 Err 0.8176 top1 21.875 top5 6.250 | Epoch: [21][149/553] Time 2.469 Data 0.000 Err 0.9562 top1 23.438 top5 10.938 | Epoch: [21][150/553] Time 2.469 Data 0.001 Err 0.9104 top1 26.562 top5 8.594 | Epoch: [21][151/553] Time 2.443 Data 0.001 Err 0.7315 top1 21.875 top5 7.031 | Epoch: [21][152/553] Time 2.444 Data 0.001 Err 0.8524 top1 21.094 top5 6.250 | Epoch: [21][153/553] Time 2.480 Data 0.001 Err 0.8558 top1 19.531 top5 10.156 | Epoch: [21][154/553] Time 2.498 Data 0.001 Err 0.8799 top1 21.094 top5 9.375 | Epoch: [21][155/553] Time 2.479 Data 0.001 Err 0.6430 top1 15.625 top5 0.781 | Epoch: [21][156/553] Time 2.447 Data 0.001 Err 0.7443 top1 18.750 top5 4.688 | Epoch: [21][157/553] Time 2.447 Data 0.001 Err 0.6737 top1 17.188 top5 7.031 | Epoch: [21][158/553] Time 2.447 Data 0.001 Err 0.7412 top1 14.844 top5 8.594 | Epoch: [21][159/553] Time 2.471 Data 0.001 Err 0.7153 top1 20.312 top5 6.250 | Epoch: [21][160/553] Time 2.437 Data 0.001 Err 0.6979 top1 18.750 top5 6.250 | Epoch: [21][161/553] Time 2.443 Data 0.001 Err 0.8391 top1 21.875 top5 8.594 | Epoch: [21][162/553] Time 2.442 Data 0.001 Err 0.8880 top1 24.219 top5 4.688 | Epoch: [21][163/553] Time 2.434 Data 0.001 Err 0.5788 top1 20.312 top5 3.125 | Epoch: [21][164/553] Time 2.460 Data 0.001 Err 0.9231 top1 22.656 top5 8.594 | Epoch: [21][165/553] Time 2.444 Data 0.000 Err 0.7541 top1 19.531 top5 7.031 | Epoch: [21][166/553] Time 2.498 Data 0.001 Err 0.9923 top1 22.656 top5 10.156 | Epoch: [21][167/553] Time 2.459 Data 0.001 Err 0.6114 top1 15.625 top5 4.688 | Epoch: [21][168/553] Time 2.450 Data 0.001 Err 0.6218 top1 17.969 top5 2.344 | Epoch: [21][169/553] Time 2.452 Data 0.001 Err 0.7604 top1 17.188 top5 5.469 | Epoch: [21][170/553] Time 2.450 Data 0.001 Err 0.7755 top1 18.750 top5 8.594 | Epoch: [21][171/553] Time 2.476 Data 0.001 Err 0.8320 top1 22.656 top5 7.031 | Epoch: [21][172/553] Time 2.442 Data 0.001 Err 0.7266 top1 21.875 top5 5.469 | Epoch: [21][173/553] Time 2.450 Data 0.001 Err 0.5837 top1 15.625 top5 3.906 | Epoch: [21][174/553] Time 2.458 Data 0.000 Err 0.7617 top1 23.438 top5 5.469 | Epoch: [21][175/553] Time 2.442 Data 0.001 Err 0.6351 top1 20.312 top5 3.906 | Epoch: [21][176/553] Time 2.437 Data 0.001 Err 0.6091 top1 15.625 top5 5.469 | Epoch: [21][177/553] Time 2.474 Data 0.000 Err 0.7486 top1 19.531 top5 5.469 | Epoch: [21][178/553] Time 2.444 Data 0.001 Err 0.8402 top1 22.656 top5 6.250 | Epoch: [21][179/553] Time 2.493 Data 0.001 Err 1.0860 top1 27.344 top5 11.719 | Epoch: [21][180/553] Time 2.450 Data 0.001 Err 1.0047 top1 26.562 top5 8.594 | Epoch: [21][181/553] Time 2.481 Data 0.001 Err 0.7434 top1 21.875 top5 6.250 | Epoch: [21][182/553] Time 2.446 Data 0.001 Err 0.9867 top1 28.125 top5 11.719 | Epoch: [21][183/553] Time 2.481 Data 0.001 Err 0.6109 top1 14.844 top5 4.688 | Epoch: [21][184/553] Time 2.434 Data 0.001 Err 0.5875 top1 12.500 top5 5.469 | Epoch: [21][185/553] Time 2.440 Data 0.001 Err 0.7183 top1 21.094 top5 4.688 | Epoch: [21][186/553] Time 2.506 Data 0.000 Err 0.9064 top1 24.219 top5 7.812 | Epoch: [21][187/553] Time 2.453 Data 0.001 Err 0.8582 top1 25.000 top5 6.250 | Epoch: [21][188/553] Time 2.483 Data 0.001 Err 0.6568 top1 20.312 top5 4.688 | Epoch: [21][189/553] Time 2.463 Data 0.001 Err 0.8414 top1 24.219 top5 6.250 | Epoch: [21][190/553] Time 2.495 Data 0.001 Err 0.9144 top1 26.562 top5 9.375 | Epoch: [21][191/553] Time 2.435 Data 0.001 Err 0.8364 top1 26.562 top5 5.469 | Epoch: [21][192/553] Time 2.456 Data 0.001 Err 0.6452 top1 21.094 top5 2.344 | Epoch: [21][193/553] Time 2.467 Data 0.001 Err 0.9500 top1 25.781 top5 8.594 | Epoch: [21][194/553] Time 2.451 Data 0.001 Err 0.7704 top1 19.531 top5 4.688 | Epoch: [21][195/553] Time 2.449 Data 0.001 Err 0.7848 top1 19.531 top5 5.469 | Epoch: [21][196/553] Time 2.445 Data 0.001 Err 0.8126 top1 19.531 top5 7.031 | Epoch: [21][197/553] Time 2.468 Data 0.001 Err 0.7743 top1 23.438 top5 4.688 | Epoch: [21][198/553] Time 2.446 Data 0.001 Err 0.8791 top1 25.000 top5 6.250 | Epoch: [21][199/553] Time 2.468 Data 0.001 Err 0.8720 top1 23.438 top5 4.688 | Epoch: [21][200/553] Time 2.444 Data 0.001 Err 0.8566 top1 21.875 top5 7.812 | Epoch: [21][201/553] Time 2.475 Data 0.001 Err 0.7744 top1 21.094 top5 4.688 | Epoch: [21][202/553] Time 2.471 Data 0.001 Err 0.7132 top1 21.875 top5 6.250 | Epoch: [21][203/553] Time 2.454 Data 0.001 Err 0.7947 top1 20.312 top5 7.031 | Epoch: [21][204/553] Time 2.446 Data 0.001 Err 0.7692 top1 24.219 top5 7.031 | Epoch: [21][205/553] Time 2.472 Data 0.001 Err 0.7515 top1 18.750 top5 7.812 | Epoch: [21][206/553] Time 2.453 Data 0.001 Err 1.0207 top1 23.438 top5 9.375 | Epoch: [21][207/553] Time 2.460 Data 0.001 Err 0.7179 top1 19.531 top5 6.250 | Epoch: [21][208/553] Time 2.441 Data 0.001 Err 0.9952 top1 27.344 top5 10.938 | Epoch: [21][209/553] Time 2.510 Data 0.001 Err 0.6288 top1 17.188 top5 3.906 | Epoch: [21][210/553] Time 2.447 Data 0.001 Err 0.5156 top1 14.062 top5 3.906 | Epoch: [21][211/553] Time 2.487 Data 0.001 Err 0.6785 top1 20.312 top5 7.031 | Epoch: [21][212/553] Time 2.444 Data 0.001 Err 0.7265 top1 16.406 top5 7.031 | Epoch: [21][213/553] Time 2.458 Data 0.001 Err 0.6989 top1 21.094 top5 4.688 | Epoch: [21][214/553] Time 2.507 Data 0.001 Err 0.7703 top1 24.219 top5 7.031 | Epoch: [21][215/553] Time 2.468 Data 0.001 Err 0.8672 top1 20.312 top5 9.375 | Epoch: [21][216/553] Time 2.456 Data 0.001 Err 0.7910 top1 25.000 top5 6.250 | Epoch: [21][217/553] Time 2.454 Data 0.001 Err 0.6813 top1 17.188 top5 6.250 | Epoch: [21][218/553] Time 2.467 Data 0.001 Err 0.7602 top1 21.094 top5 3.125 | Epoch: [21][219/553] Time 2.482 Data 0.001 Err 0.7515 top1 18.750 top5 5.469 | Epoch: [21][220/553] Time 2.438 Data 0.001 Err 1.0818 top1 24.219 top5 10.156 | Epoch: [21][221/553] Time 2.448 Data 0.001 Err 0.7096 top1 21.094 top5 6.250 | Epoch: [21][222/553] Time 2.469 Data 0.001 Err 0.8077 top1 18.750 top5 7.031 | Epoch: [21][223/553] Time 2.472 Data 0.001 Err 0.9193 top1 24.219 top5 10.938 | Epoch: [21][224/553] Time 2.444 Data 0.001 Err 0.7861 top1 21.094 top5 7.031 | Epoch: [21][225/553] Time 2.451 Data 0.001 Err 0.9637 top1 27.344 top5 8.594 | Epoch: [21][226/553] Time 2.472 Data 0.001 Err 0.9863 top1 27.344 top5 7.812 | Epoch: [21][227/553] Time 2.447 Data 0.001 Err 0.7106 top1 18.750 top5 4.688 | Epoch: [21][228/553] Time 2.448 Data 0.001 Err 0.8747 top1 24.219 top5 4.688 | Epoch: [21][229/553] Time 2.448 Data 0.001 Err 0.7228 top1 19.531 top5 6.250 | Epoch: [21][230/553] Time 2.465 Data 0.001 Err 0.9739 top1 27.344 top5 8.594 | Epoch: [21][231/553] Time 2.472 Data 0.001 Err 0.8123 top1 21.875 top5 10.156 | Epoch: [21][232/553] Time 2.446 Data 0.001 Err 1.0251 top1 25.781 top5 10.156 | Epoch: [21][233/553] Time 2.444 Data 0.001 Err 0.7010 top1 16.406 top5 7.031 | Epoch: [21][234/553] Time 2.520 Data 0.001 Err 0.8559 top1 22.656 top5 5.469 | Epoch: [21][235/553] Time 2.491 Data 0.001 Err 0.9897 top1 27.344 top5 9.375 | Epoch: [21][236/553] Time 2.449 Data 0.001 Err 0.9019 top1 25.000 top5 5.469 | Epoch: [21][237/553] Time 2.492 Data 0.001 Err 0.7257 top1 21.094 top5 5.469 | Epoch: [21][238/553] Time 2.465 Data 0.001 Err 0.8100 top1 21.875 top5 7.031 | Epoch: [21][239/553] Time 2.469 Data 0.001 Err 0.9401 top1 25.000 top5 9.375 | Epoch: [21][240/553] Time 2.447 Data 0.001 Err 0.7770 top1 25.000 top5 3.125 | Epoch: [21][241/553] Time 2.519 Data 0.001 Err 0.7576 top1 19.531 top5 6.250 | Epoch: [21][242/553] Time 2.507 Data 0.001 Err 0.8492 top1 25.781 top5 6.250 | Epoch: [21][243/553] Time 2.459 Data 0.001 Err 0.8350 top1 23.438 top5 7.031 | Epoch: [21][244/553] Time 2.443 Data 0.001 Err 0.8227 top1 21.875 top5 6.250 | Epoch: [21][245/553] Time 2.473 Data 0.001 Err 0.8273 top1 21.875 top5 7.031 | Epoch: [21][246/553] Time 2.472 Data 0.001 Err 0.7355 top1 17.969 top5 6.250 | Epoch: [21][247/553] Time 2.493 Data 0.001 Err 0.8011 top1 20.312 top5 7.812 | Epoch: [21][248/553] Time 2.440 Data 0.001 Err 0.6925 top1 19.531 top5 3.906 | Epoch: [21][249/553] Time 2.476 Data 0.003 Err 1.0530 top1 25.781 top5 10.156 | Epoch: [21][250/553] Time 2.451 Data 0.001 Err 0.6497 top1 21.094 top5 3.906 | Epoch: [21][251/553] Time 2.478 Data 0.001 Err 0.6078 top1 16.406 top5 4.688 | Epoch: [21][252/553] Time 2.443 Data 0.001 Err 0.7212 top1 15.625 top5 4.688 | Epoch: [21][253/553] Time 2.450 Data 0.001 Err 0.7595 top1 21.094 top5 5.469 | Epoch: [21][254/553] Time 2.436 Data 0.001 Err 0.7461 top1 21.875 top5 7.031 | Epoch: [21][255/553] Time 2.479 Data 0.001 Err 0.8008 top1 21.094 top5 7.812 | Epoch: [21][256/553] Time 2.443 Data 0.001 Err 0.9154 top1 21.094 top5 8.594 | Epoch: [21][257/553] Time 2.445 Data 0.001 Err 0.8482 top1 21.875 top5 7.031 | Epoch: [21][258/553] Time 2.441 Data 0.001 Err 0.8341 top1 19.531 top5 7.031 | Epoch: [21][259/553] Time 2.507 Data 0.001 Err 0.7400 top1 19.531 top5 7.031 | Epoch: [21][260/553] Time 2.486 Data 0.001 Err 0.6080 top1 14.844 top5 3.906 | Epoch: [21][261/553] Time 2.449 Data 0.001 Err 0.7307 top1 21.875 top5 5.469 | Epoch: [21][262/553] Time 2.443 Data 0.001 Err 0.7289 top1 23.438 top5 5.469 | Epoch: [21][263/553] Time 2.473 Data 0.001 Err 0.9357 top1 27.344 top5 10.156 | Epoch: [21][264/553] Time 2.454 Data 0.001 Err 0.7751 top1 21.094 top5 3.906 | Epoch: [21][265/553] Time 2.468 Data 0.001 Err 0.9420 top1 26.562 top5 7.031 | Epoch: [21][266/553] Time 2.447 Data 0.001 Err 0.7919 top1 21.875 top5 7.031 | Epoch: [21][267/553] Time 2.472 Data 0.001 Err 0.8065 top1 18.750 top5 7.812 | Epoch: [21][268/553] Time 2.459 Data 0.001 Err 0.7429 top1 18.750 top5 7.031 | Epoch: [21][269/553] Time 2.454 Data 0.001 Err 0.7618 top1 20.312 top5 4.688 | Epoch: [21][270/553] Time 2.447 Data 0.001 Err 0.8169 top1 23.438 top5 8.594 | Epoch: [21][271/553] Time 2.477 Data 0.001 Err 0.7640 top1 20.312 top5 3.906 | Epoch: [21][272/553] Time 2.452 Data 0.001 Err 0.7711 top1 21.875 top5 7.031 | Epoch: [21][273/553] Time 2.486 Data 0.001 Err 0.7340 top1 20.312 top5 6.250 | Epoch: [21][274/553] Time 2.437 Data 0.001 Err 0.8616 top1 26.562 top5 7.031 | Epoch: [21][275/553] Time 2.467 Data 0.001 Err 0.9375 top1 29.688 top5 7.812 | Epoch: [21][276/553] Time 2.452 Data 0.001 Err 0.7670 top1 21.094 top5 5.469 | Epoch: [21][277/553] Time 2.436 Data 0.001 Err 0.7228 top1 19.531 top5 6.250 | Epoch: [21][278/553] Time 2.445 Data 0.001 Err 0.6545 top1 16.406 top5 6.250 | Epoch: [21][279/553] Time 2.486 Data 0.001 Err 0.6406 top1 16.406 top5 5.469 | Epoch: [21][280/553] Time 2.447 Data 0.001 Err 0.7251 top1 19.531 top5 7.031 | Epoch: [21][281/553] Time 2.460 Data 0.001 Err 0.8418 top1 23.438 top5 6.250 | Epoch: [21][282/553] Time 2.455 Data 0.000 Err 0.6546 top1 17.188 top5 7.812 | Epoch: [21][283/553] Time 2.444 Data 0.001 Err 1.0598 top1 28.906 top5 13.281 | Epoch: [21][284/553] Time 2.436 Data 0.001 Err 0.7317 top1 21.094 top5 5.469 | Epoch: [21][285/553] Time 2.452 Data 0.001 Err 0.8723 top1 21.094 top5 8.594 | Epoch: [21][286/553] Time 2.443 Data 0.001 Err 0.6096 top1 14.844 top5 6.250 | Epoch: [21][287/553] Time 2.470 Data 0.001 Err 0.7352 top1 17.188 top5 5.469 | Epoch: [21][288/553] Time 2.479 Data 0.001 Err 0.8076 top1 19.531 top5 8.594 | Epoch: [21][289/553] Time 2.513 Data 0.001 Err 0.7983 top1 21.094 top5 3.125 | Epoch: [21][290/553] Time 2.447 Data 0.001 Err 0.6961 top1 16.406 top5 5.469 | Epoch: [21][291/553] Time 2.447 Data 0.001 Err 0.7704 top1 19.531 top5 8.594 | Epoch: [21][292/553] Time 2.453 Data 0.000 Err 0.7840 top1 22.656 top5 6.250 | Epoch: [21][293/553] Time 2.442 Data 0.001 Err 0.8908 top1 20.312 top5 8.594 | Epoch: [21][294/553] Time 2.453 Data 0.001 Err 0.7270 top1 21.094 top5 5.469 | Epoch: [21][295/553] Time 2.447 Data 0.001 Err 0.7772 top1 18.750 top5 5.469 | Epoch: [21][296/553] Time 2.439 Data 0.001 Err 0.7994 top1 17.969 top5 9.375 | Epoch: [21][297/553] Time 2.457 Data 0.001 Err 0.6151 top1 17.969 top5 3.125 | Epoch: [21][298/553] Time 2.469 Data 0.001 Err 0.9329 top1 23.438 top5 9.375 | Epoch: [21][299/553] Time 2.470 Data 0.001 Err 0.7843 top1 23.438 top5 7.031 | Epoch: [21][300/553] Time 2.473 Data 0.001 Err 0.8701 top1 26.562 top5 3.906 | Epoch: [21][301/553] Time 2.443 Data 0.001 Err 0.8048 top1 20.312 top5 9.375 | Epoch: [21][302/553] Time 2.486 Data 0.001 Err 0.5798 top1 17.188 top5 4.688 | Epoch: [21][303/553] Time 2.475 Data 0.001 Err 0.9036 top1 19.531 top5 8.594 | Epoch: [21][304/553] Time 2.442 Data 0.001 Err 0.8438 top1 23.438 top5 7.812 | Epoch: [21][305/553] Time 2.498 Data 0.001 Err 0.6068 top1 16.406 top5 5.469 | Epoch: [21][306/553] Time 2.516 Data 0.001 Err 0.7795 top1 21.094 top5 6.250 | Epoch: [21][307/553] Time 2.450 Data 0.001 Err 0.9931 top1 24.219 top5 10.156 | Epoch: [21][308/553] Time 2.479 Data 0.001 Err 0.7136 top1 18.750 top5 6.250 | Epoch: [21][309/553] Time 2.512 Data 0.001 Err 0.9042 top1 25.000 top5 7.812 | Epoch: [21][310/553] Time 2.484 Data 0.001 Err 0.7639 top1 20.312 top5 5.469 | Epoch: [21][311/553] Time 2.482 Data 0.001 Err 0.8225 top1 24.219 top5 5.469 | Epoch: [21][312/553] Time 2.478 Data 0.001 Err 0.5896 top1 16.406 top5 5.469 | Epoch: [21][313/553] Time 2.450 Data 0.001 Err 0.7430 top1 17.188 top5 7.031 | Epoch: [21][314/553] Time 2.452 Data 0.001 Err 0.9629 top1 21.875 top5 10.938 | Epoch: [21][315/553] Time 2.474 Data 0.001 Err 1.1153 top1 27.344 top5 8.594 | Epoch: [21][316/553] Time 2.480 Data 0.001 Err 0.7494 top1 19.531 top5 6.250 | Epoch: [21][317/553] Time 2.444 Data 0.001 Err 0.6695 top1 21.094 top5 4.688 | Epoch: [21][318/553] Time 2.473 Data 0.001 Err 1.0510 top1 28.906 top5 10.156 | Epoch: [21][319/553] Time 2.511 Data 0.001 Err 0.7146 top1 20.312 top5 5.469 | Epoch: [21][320/553] Time 2.469 Data 0.001 Err 1.0059 top1 30.469 top5 7.031 | Epoch: [21][321/553] Time 2.448 Data 0.001 Err 0.6420 top1 17.969 top5 3.906 | Epoch: [21][322/553] Time 2.481 Data 0.001 Err 0.8847 top1 24.219 top5 7.031 | Epoch: [21][323/553] Time 2.478 Data 0.000 Err 0.9669 top1 21.094 top5 9.375 | Epoch: [21][324/553] Time 2.465 Data 0.001 Err 0.9417 top1 32.812 top5 6.250 | Epoch: [21][325/553] Time 2.488 Data 0.001 Err 0.8649 top1 22.656 top5 7.812 | Epoch: [21][326/553] Time 2.482 Data 0.001 Err 1.1382 top1 28.906 top5 9.375 | Epoch: [21][327/553] Time 2.513 Data 0.001 Err 0.9787 top1 21.875 top5 7.031 | Epoch: [21][328/553] Time 2.444 Data 0.001 Err 0.7480 top1 18.750 top5 7.031 | Epoch: [21][329/553] Time 2.523 Data 0.001 Err 0.9576 top1 25.781 top5 10.156 | Epoch: [21][330/553] Time 2.444 Data 0.000 Err 0.8793 top1 24.219 top5 8.594 | Epoch: [21][331/553] Time 2.439 Data 0.001 Err 0.8754 top1 20.312 top5 8.594 | Epoch: [21][332/553] Time 2.484 Data 0.001 Err 1.1120 top1 26.562 top5 13.281 | Epoch: [21][333/553] Time 2.444 Data 0.001 Err 1.1129 top1 29.688 top5 9.375 | Epoch: [21][334/553] Time 2.433 Data 0.001 Err 0.6068 top1 17.969 top5 4.688 | Epoch: [21][335/553] Time 2.453 Data 0.001 Err 0.6826 top1 19.531 top5 6.250 | Epoch: [21][336/553] Time 2.473 Data 0.001 Err 0.6769 top1 19.531 top5 3.125 | Epoch: [21][337/553] Time 2.438 Data 0.001 Err 0.5802 top1 16.406 top5 4.688 | Epoch: [21][338/553] Time 2.438 Data 0.001 Err 0.7690 top1 22.656 top5 4.688 | Epoch: [21][339/553] Time 2.448 Data 0.000 Err 0.8367 top1 23.438 top5 5.469 | Epoch: [21][340/553] Time 2.452 Data 0.001 Err 0.7443 top1 20.312 top5 5.469 | Epoch: [21][341/553] Time 2.439 Data 0.001 Err 0.7261 top1 21.094 top5 4.688 | Epoch: [21][342/553] Time 2.443 Data 0.001 Err 0.7118 top1 19.531 top5 3.125 | Epoch: [21][343/553] Time 2.433 Data 0.001 Err 0.5501 top1 15.625 top5 3.125 | Epoch: [21][344/553] Time 2.439 Data 0.002 Err 0.9088 top1 21.875 top5 7.812 | Epoch: [21][345/553] Time 2.463 Data 0.001 Err 0.9392 top1 23.438 top5 11.719 | Epoch: [21][346/553] Time 2.446 Data 0.001 Err 0.8255 top1 25.000 top5 6.250 | Epoch: [21][347/553] Time 2.472 Data 0.001 Err 0.6788 top1 20.312 top5 7.031 | Epoch: [21][348/553] Time 2.447 Data 0.001 Err 0.7831 top1 21.875 top5 6.250 | Epoch: [21][349/553] Time 2.489 Data 0.001 Err 0.7755 top1 19.531 top5 7.031 | Epoch: [21][350/553] Time 2.439 Data 0.001 Err 0.8547 top1 26.562 top5 4.688 | Epoch: [21][351/553] Time 2.472 Data 0.001 Err 0.6782 top1 18.750 top5 6.250 | Epoch: [21][352/553] Time 2.458 Data 0.001 Err 0.7728 top1 17.188 top5 6.250 | Epoch: [21][353/553] Time 2.457 Data 0.001 Err 0.9004 top1 21.094 top5 6.250 | Epoch: [21][354/553] Time 2.485 Data 0.001 Err 0.9067 top1 25.781 top5 7.031 | Epoch: [21][355/553] Time 2.473 Data 0.001 Err 0.8713 top1 19.531 top5 10.156 | Epoch: [21][356/553] Time 2.467 Data 0.001 Err 0.7044 top1 19.531 top5 7.031 | Epoch: [21][357/553] Time 2.447 Data 0.001 Err 0.7423 top1 21.094 top5 5.469 | Epoch: [21][358/553] Time 2.438 Data 0.001 Err 1.0131 top1 21.875 top5 10.938 | Epoch: [21][359/553] Time 2.438 Data 0.001 Err 1.0415 top1 26.562 top5 9.375 | Epoch: [21][360/553] Time 2.450 Data 0.001 Err 0.8030 top1 18.750 top5 8.594 | Epoch: [21][361/553] Time 2.446 Data 0.001 Err 0.8595 top1 25.000 top5 7.812 | Epoch: [21][362/553] Time 2.437 Data 0.001 Err 0.7167 top1 20.312 top5 7.031 | Epoch: [21][363/553] Time 2.443 Data 0.001 Err 0.9116 top1 25.000 top5 7.031 | Epoch: [21][364/553] Time 2.454 Data 0.001 Err 0.6482 top1 20.312 top5 5.469 | Epoch: [21][365/553] Time 2.450 Data 0.001 Err 0.9540 top1 24.219 top5 10.938 | Epoch: [21][366/553] Time 2.500 Data 0.001 Err 0.7733 top1 23.438 top5 7.031 | Epoch: [21][367/553] Time 2.495 Data 0.001 Err 0.8821 top1 21.875 top5 4.688 | Epoch: [21][368/553] Time 2.456 Data 0.001 Err 0.9470 top1 25.000 top5 9.375 | Epoch: [21][369/553] Time 2.485 Data 0.001 Err 0.8477 top1 21.875 top5 8.594 | Epoch: [21][370/553] Time 2.435 Data 0.001 Err 0.8669 top1 24.219 top5 4.688 | Epoch: [21][371/553] Time 2.432 Data 0.001 Err 0.7114 top1 19.531 top5 4.688 | Epoch: [21][372/553] Time 2.439 Data 0.001 Err 0.8462 top1 23.438 top5 8.594 | Epoch: [21][373/553] Time 2.440 Data 0.001 Err 0.9093 top1 27.344 top5 7.812 | Epoch: [21][374/553] Time 2.451 Data 0.001 Err 0.6407 top1 15.625 top5 5.469 | Epoch: [21][375/553] Time 2.519 Data 0.001 Err 1.1661 top1 27.344 top5 10.156 | Epoch: [21][376/553] Time 2.471 Data 0.001 Err 0.7885 top1 21.094 top5 9.375 | Epoch: [21][377/553] Time 2.469 Data 0.001 Err 0.8661 top1 21.875 top5 7.812 | Epoch: [21][378/553] Time 2.448 Data 0.001 Err 0.8250 top1 24.219 top5 2.344 | Epoch: [21][379/553] Time 2.477 Data 0.001 Err 0.8268 top1 21.875 top5 5.469 | Epoch: [21][380/553] Time 2.520 Data 0.000 Err 0.7109 top1 18.750 top5 5.469 | Epoch: [21][381/553] Time 2.476 Data 0.001 Err 0.8241 top1 17.969 top5 8.594 | Epoch: [21][382/553] Time 2.453 Data 0.001 Err 0.9333 top1 25.781 top5 7.812 | Epoch: [21][383/553] Time 2.445 Data 0.001 Err 0.8591 top1 17.969 top5 10.938 | Epoch: [21][384/553] Time 2.509 Data 0.001 Err 0.7025 top1 18.750 top5 5.469 | Epoch: [21][385/553] Time 2.463 Data 0.000 Err 0.7244 top1 20.312 top5 7.031 | Epoch: [21][386/553] Time 2.445 Data 0.000 Err 0.9330 top1 27.344 top5 7.812 | Epoch: [21][387/553] Time 2.442 Data 0.001 Err 0.6744 top1 17.188 top5 4.688 | Epoch: [21][388/553] Time 2.523 Data 0.001 Err 0.7916 top1 19.531 top5 3.906 | Epoch: [21][389/553] Time 2.484 Data 0.001 Err 0.7783 top1 22.656 top5 6.250 | Epoch: [21][390/553] Time 2.449 Data 0.001 Err 0.8738 top1 24.219 top5 9.375 | Epoch: [21][391/553] Time 2.451 Data 0.001 Err 0.7739 top1 22.656 top5 5.469 | Epoch: [21][392/553] Time 2.483 Data 0.001 Err 0.7773 top1 21.875 top5 6.250 | Epoch: [21][393/553] Time 2.484 Data 0.001 Err 0.8251 top1 24.219 top5 7.031 | Epoch: [21][394/553] Time 2.439 Data 0.001 Err 0.8486 top1 24.219 top5 7.812 | Epoch: [21][395/553] Time 2.442 Data 0.001 Err 0.9166 top1 25.781 top5 9.375 | Epoch: [21][396/553] Time 2.510 Data 0.001 Err 0.8778 top1 25.781 top5 7.031 | Epoch: [21][397/553] Time 2.444 Data 0.001 Err 0.8413 top1 25.781 top5 7.031 | Epoch: [21][398/553] Time 2.444 Data 0.001 Err 0.8934 top1 22.656 top5 9.375 | Epoch: [21][399/553] Time 2.450 Data 0.001 Err 0.7767 top1 21.875 top5 3.125 | Epoch: [21][400/553] Time 2.506 Data 0.001 Err 0.7783 top1 25.781 top5 7.031 | Epoch: [21][401/553] Time 2.498 Data 0.001 Err 0.8490 top1 21.875 top5 8.594 | Epoch: [21][402/553] Time 2.443 Data 0.001 Err 1.0288 top1 25.781 top5 4.688 | Epoch: [21][403/553] Time 2.520 Data 0.001 Err 1.0224 top1 27.344 top5 13.281 | Epoch: [21][404/553] Time 2.485 Data 0.001 Err 0.8772 top1 28.125 top5 6.250 | Epoch: [21][405/553] Time 2.439 Data 0.001 Err 0.7669 top1 21.875 top5 6.250 | Epoch: [21][406/553] Time 2.431 Data 0.001 Err 0.9224 top1 23.438 top5 10.156 | Epoch: [21][407/553] Time 2.478 Data 0.001 Err 0.9040 top1 28.906 top5 7.812 | Epoch: [21][408/553] Time 2.480 Data 0.001 Err 0.7530 top1 20.312 top5 4.688 | Epoch: [21][409/553] Time 2.472 Data 0.001 Err 0.8966 top1 20.312 top5 8.594 | Epoch: [21][410/553] Time 2.492 Data 0.001 Err 0.6799 top1 14.844 top5 8.594 | Epoch: [21][411/553] Time 2.480 Data 0.001 Err 0.7087 top1 20.312 top5 5.469 | Epoch: [21][412/553] Time 2.472 Data 0.001 Err 0.8469 top1 21.094 top5 8.594 | Epoch: [21][413/553] Time 2.438 Data 0.001 Err 0.9220 top1 27.344 top5 7.031 | Epoch: [21][414/553] Time 2.448 Data 0.001 Err 0.6847 top1 22.656 top5 3.125 | Epoch: [21][415/553] Time 2.441 Data 0.001 Err 0.7125 top1 22.656 top5 3.906 | Epoch: [21][416/553] Time 2.511 Data 0.001 Err 0.7162 top1 20.312 top5 6.250 | Epoch: [21][417/553] Time 2.441 Data 0.000 Err 0.6637 top1 20.312 top5 3.906 | Epoch: [21][418/553] Time 2.459 Data 0.001 Err 0.9528 top1 23.438 top5 9.375 | Epoch: [21][419/553] Time 2.439 Data 0.001 Err 0.7278 top1 18.750 top5 5.469 | Epoch: [21][420/553] Time 2.483 Data 0.001 Err 0.9477 top1 23.438 top5 7.031 | Epoch: [21][421/553] Time 2.457 Data 0.001 Err 1.0400 top1 25.781 top5 9.375 | Epoch: [21][422/553] Time 2.455 Data 0.001 Err 0.9942 top1 24.219 top5 8.594 | Epoch: [21][423/553] Time 2.477 Data 0.001 Err 0.7314 top1 20.312 top5 4.688 | Epoch: [21][424/553] Time 2.469 Data 0.001 Err 0.8033 top1 21.875 top5 7.031 | Epoch: [21][425/553] Time 2.493 Data 0.001 Err 0.5665 top1 14.062 top5 1.562 | Epoch: [21][426/553] Time 2.452 Data 0.001 Err 0.8744 top1 26.562 top5 8.594 | Epoch: [21][427/553] Time 2.444 Data 0.001 Err 0.8340 top1 17.969 top5 5.469 | Epoch: [21][428/553] Time 2.477 Data 0.001 Err 0.9021 top1 21.094 top5 7.812 | Epoch: [21][429/553] Time 2.465 Data 0.001 Err 0.6691 top1 18.750 top5 3.906 | Epoch: [21][430/553] Time 2.457 Data 0.002 Err 0.7882 top1 19.531 top5 7.031 | Epoch: [21][431/553] Time 2.449 Data 0.001 Err 0.7177 top1 19.531 top5 4.688 | Epoch: [21][432/553] Time 2.518 Data 0.001 Err 0.8457 top1 25.781 top5 6.250 | Epoch: [21][433/553] Time 2.479 Data 0.001 Err 0.8350 top1 23.438 top5 7.031 | Epoch: [21][434/553] Time 2.435 Data 0.001 Err 0.7595 top1 18.750 top5 7.031 | Epoch: [21][435/553] Time 2.453 Data 0.001 Err 0.8195 top1 22.656 top5 9.375 | Epoch: [21][436/553] Time 2.482 Data 0.001 Err 0.8281 top1 21.875 top5 7.812 | Epoch: [21][437/553] Time 2.484 Data 0.001 Err 0.8844 top1 27.344 top5 6.250 | Epoch: [21][438/553] Time 2.449 Data 0.001 Err 0.7478 top1 21.875 top5 6.250 | Epoch: [21][439/553] Time 2.502 Data 0.001 Err 0.7792 top1 21.094 top5 7.031 | Epoch: [21][440/553] Time 2.526 Data 0.001 Err 0.8163 top1 23.438 top5 9.375 | Epoch: [21][441/553] Time 2.458 Data 0.001 Err 0.8711 top1 23.438 top5 6.250 | Epoch: [21][442/553] Time 2.447 Data 0.001 Err 0.8732 top1 24.219 top5 6.250 | Epoch: [21][443/553] Time 2.475 Data 0.001 Err 0.7957 top1 19.531 top5 7.031 | Epoch: [21][444/553] Time 2.485 Data 0.001 Err 0.7853 top1 22.656 top5 7.812 | Epoch: [21][445/553] Time 2.446 Data 0.001 Err 0.9554 top1 21.875 top5 7.031 | Epoch: [21][446/553] Time 2.438 Data 0.001 Err 1.0079 top1 25.000 top5 9.375 | Epoch: [21][447/553] Time 2.474 Data 0.001 Err 0.8198 top1 19.531 top5 6.250 | Epoch: [21][448/553] Time 2.492 Data 0.001 Err 0.8968 top1 24.219 top5 10.156 | Epoch: [21][449/553] Time 2.448 Data 0.001 Err 0.7661 top1 21.094 top5 7.812 | Epoch: [21][450/553] Time 2.449 Data 0.001 Err 0.7390 top1 21.094 top5 3.906 | Epoch: [21][451/553] Time 2.448 Data 0.001 Err 0.9027 top1 25.781 top5 7.812 | Epoch: [21][452/553] Time 2.469 Data 0.001 Err 0.8263 top1 21.875 top5 7.031 | Epoch: [21][453/553] Time 2.470 Data 0.001 Err 0.6200 top1 13.281 top5 3.906 | Epoch: [21][454/553] Time 2.459 Data 0.001 Err 0.8984 top1 23.438 top5 7.031 | Epoch: [21][455/553] Time 2.439 Data 0.001 Err 1.0921 top1 26.562 top5 7.812 | Epoch: [21][456/553] Time 2.507 Data 0.001 Err 0.9301 top1 20.312 top5 8.594 | Epoch: [21][457/553] Time 2.442 Data 0.001 Err 1.1805 top1 31.250 top5 10.938 | Epoch: [21][458/553] Time 2.446 Data 0.001 Err 0.8947 top1 25.000 top5 6.250 | Epoch: [21][459/553] Time 2.449 Data 0.001 Err 0.8518 top1 25.000 top5 6.250 | Epoch: [21][460/553] Time 2.472 Data 0.001 Err 0.7995 top1 20.312 top5 8.594 | Epoch: [21][461/553] Time 2.452 Data 0.000 Err 0.8990 top1 26.562 top5 7.031 | Epoch: [21][462/553] Time 2.448 Data 0.001 Err 0.7145 top1 18.750 top5 7.812 | Epoch: [21][463/553] Time 2.457 Data 0.001 Err 1.0381 top1 31.250 top5 10.938 | Epoch: [21][464/553] Time 2.464 Data 0.001 Err 0.6824 top1 17.188 top5 7.031 | Epoch: [21][465/553] Time 2.442 Data 0.000 Err 0.8272 top1 22.656 top5 8.594 | Epoch: [21][466/553] Time 2.443 Data 0.001 Err 1.1105 top1 31.250 top5 12.500 | Epoch: [21][467/553] Time 2.461 Data 0.001 Err 0.7946 top1 23.438 top5 5.469 | Epoch: [21][468/553] Time 2.512 Data 0.001 Err 0.9534 top1 25.781 top5 7.812 | Epoch: [21][469/553] Time 2.443 Data 0.001 Err 0.8895 top1 26.562 top5 6.250 | Epoch: [21][470/553] Time 2.449 Data 0.000 Err 0.8539 top1 25.000 top5 6.250 | Epoch: [21][471/553] Time 2.444 Data 0.001 Err 0.9317 top1 27.344 top5 7.812 | Epoch: [21][472/553] Time 2.467 Data 0.001 Err 0.9051 top1 21.094 top5 7.031 | Epoch: [21][473/553] Time 2.490 Data 0.001 Err 0.7280 top1 16.406 top5 3.125 | Epoch: [21][474/553] Time 2.440 Data 0.001 Err 0.5783 top1 14.062 top5 3.906 | Epoch: [21][475/553] Time 2.453 Data 0.001 Err 0.8864 top1 25.781 top5 7.031 | Epoch: [21][476/553] Time 2.437 Data 0.001 Err 0.6352 top1 20.312 top5 2.344 | Epoch: [21][477/553] Time 2.445 Data 0.001 Err 0.8328 top1 25.000 top5 7.031 | Epoch: [21][478/553] Time 2.446 Data 0.001 Err 0.7245 top1 19.531 top5 5.469 | Epoch: [21][479/553] Time 2.479 Data 0.001 Err 1.1209 top1 29.688 top5 9.375 | Epoch: [21][480/553] Time 2.450 Data 0.001 Err 0.8751 top1 23.438 top5 8.594 | Epoch: [21][481/553] Time 2.435 Data 0.001 Err 0.9709 top1 25.000 top5 10.938 | Epoch: [21][482/553] Time 2.469 Data 0.001 Err 0.9333 top1 22.656 top5 10.156 | Epoch: [21][483/553] Time 2.444 Data 0.001 Err 0.8567 top1 25.000 top5 6.250 | Epoch: [21][484/553] Time 2.458 Data 0.001 Err 0.8633 top1 21.875 top5 8.594 | Epoch: [21][485/553] Time 2.454 Data 0.001 Err 0.6783 top1 15.625 top5 5.469 | Epoch: [21][486/553] Time 2.442 Data 0.001 Err 0.7452 top1 17.969 top5 4.688 | Epoch: [21][487/553] Time 2.448 Data 0.001 Err 0.7540 top1 19.531 top5 7.812 | Epoch: [21][488/553] Time 2.448 Data 0.001 Err 0.9635 top1 25.781 top5 9.375 | Epoch: [21][489/553] Time 2.449 Data 0.001 Err 0.7740 top1 19.531 top5 6.250 | Epoch: [21][490/553] Time 2.445 Data 0.001 Err 0.7294 top1 21.875 top5 2.344 | Epoch: [21][491/553] Time 2.447 Data 0.001 Err 0.7720 top1 21.875 top5 4.688 | Epoch: [21][492/553] Time 2.460 Data 0.001 Err 0.6711 top1 17.188 top5 5.469 | Epoch: [21][493/553] Time 2.493 Data 0.001 Err 0.9677 top1 26.562 top5 9.375 | Epoch: [21][494/553] Time 2.444 Data 0.001 Err 0.7420 top1 19.531 top5 4.688 | Epoch: [21][495/553] Time 2.441 Data 0.001 Err 1.0950 top1 32.031 top5 9.375 | Epoch: [21][496/553] Time 2.486 Data 0.001 Err 0.8585 top1 23.438 top5 5.469 | Epoch: [21][497/553] Time 2.449 Data 0.001 Err 0.8442 top1 25.000 top5 6.250 | Epoch: [21][498/553] Time 2.443 Data 0.001 Err 1.0592 top1 28.906 top5 10.938 | Epoch: [21][499/553] Time 2.491 Data 0.001 Err 0.9620 top1 25.000 top5 7.031 | Epoch: [21][500/553] Time 2.500 Data 0.001 Err 0.9500 top1 28.125 top5 9.375 | Epoch: [21][501/553] Time 2.454 Data 0.001 Err 0.9876 top1 28.906 top5 10.938 | Epoch: [21][502/553] Time 2.441 Data 0.001 Err 0.9655 top1 24.219 top5 10.156 | Epoch: [21][503/553] Time 2.439 Data 0.001 Err 0.5741 top1 15.625 top5 4.688 | Epoch: [21][504/553] Time 2.474 Data 0.001 Err 1.0969 top1 30.469 top5 10.156 | Epoch: [21][505/553] Time 2.458 Data 0.001 Err 0.8660 top1 21.875 top5 7.031 | Epoch: [21][506/553] Time 2.449 Data 0.001 Err 0.8173 top1 19.531 top5 8.594 | Epoch: [21][507/553] Time 2.440 Data 0.001 Err 0.8248 top1 21.094 top5 6.250 | Epoch: [21][508/553] Time 2.476 Data 0.001 Err 0.7626 top1 17.969 top5 5.469 | Epoch: [21][509/553] Time 2.440 Data 0.001 Err 0.8758 top1 25.000 top5 7.812 | Epoch: [21][510/553] Time 2.497 Data 0.001 Err 0.7282 top1 18.750 top5 7.031 | Epoch: [21][511/553] Time 2.444 Data 0.001 Err 0.6345 top1 17.188 top5 3.906 | Epoch: [21][512/553] Time 2.472 Data 0.001 Err 0.9491 top1 25.781 top5 11.719 | Epoch: [21][513/553] Time 2.487 Data 0.001 Err 0.8381 top1 22.656 top5 8.594 | Epoch: [21][514/553] Time 2.447 Data 0.001 Err 0.9528 top1 28.906 top5 8.594 | Epoch: [21][515/553] Time 2.443 Data 0.001 Err 0.9121 top1 24.219 top5 5.469 | Epoch: [21][516/553] Time 2.482 Data 0.001 Err 0.8575 top1 24.219 top5 10.156 | Epoch: [21][517/553] Time 2.477 Data 0.001 Err 0.7316 top1 17.188 top5 6.250 | Epoch: [21][518/553] Time 2.447 Data 0.001 Err 0.7300 top1 22.656 top5 5.469 | Epoch: [21][519/553] Time 2.450 Data 0.001 Err 1.0325 top1 29.688 top5 8.594 | Epoch: [21][520/553] Time 2.477 Data 0.001 Err 0.7456 top1 21.094 top5 6.250 | Epoch: [21][521/553] Time 2.478 Data 0.001 Err 0.7404 top1 21.094 top5 3.906 | Epoch: [21][522/553] Time 2.436 Data 0.000 Err 0.8360 top1 21.094 top5 7.812 | Epoch: [21][523/553] Time 2.440 Data 0.001 Err 0.5849 top1 17.969 top5 3.125 | Epoch: [21][524/553] Time 2.503 Data 0.001 Err 0.6805 top1 15.625 top5 5.469 | Epoch: [21][525/553] Time 2.488 Data 0.001 Err 0.9531 top1 24.219 top5 10.156 | Epoch: [21][526/553] Time 2.457 Data 0.001 Err 0.6219 top1 17.188 top5 4.688 | Epoch: [21][527/553] Time 2.482 Data 0.001 Err 0.8843 top1 21.094 top5 13.281 | Epoch: [21][528/553] Time 2.445 Data 0.001 Err 0.8177 top1 23.438 top5 10.156 | Epoch: [21][529/553] Time 2.437 Data 0.001 Err 0.8079 top1 24.219 top5 4.688 | Epoch: [21][530/553] Time 2.490 Data 0.001 Err 0.6468 top1 20.312 top5 3.906 | Epoch: [21][531/553] Time 2.440 Data 0.001 Err 0.6543 top1 18.750 top5 5.469 | Epoch: [21][532/553] Time 2.454 Data 0.001 Err 0.5862 top1 12.500 top5 5.469 | Epoch: [21][533/553] Time 2.474 Data 0.001 Err 0.8902 top1 21.094 top5 7.812 | Epoch: [21][534/553] Time 2.439 Data 0.001 Err 0.8794 top1 20.312 top5 8.594 | Epoch: [21][535/553] Time 2.456 Data 0.001 Err 0.9742 top1 24.219 top5 7.812 | Epoch: [21][536/553] Time 2.451 Data 0.001 Err 0.7792 top1 23.438 top5 5.469 | Epoch: [21][537/553] Time 2.457 Data 0.000 Err 1.0209 top1 25.781 top5 11.719 | Epoch: [21][538/553] Time 2.478 Data 0.001 Err 0.7831 top1 21.875 top5 7.812 | Epoch: [21][539/553] Time 2.432 Data 0.001 Err 0.9734 top1 23.438 top5 8.594 | Epoch: [21][540/553] Time 2.460 Data 0.001 Err 0.8443 top1 26.562 top5 7.031 | Epoch: [21][541/553] Time 2.507 Data 0.001 Err 0.8760 top1 25.781 top5 5.469 | Epoch: [21][542/553] Time 2.444 Data 0.001 Err 0.9623 top1 28.125 top5 6.250 | Epoch: [21][543/553] Time 2.439 Data 0.000 Err 0.8009 top1 25.000 top5 3.906 | Epoch: [21][544/553] Time 2.478 Data 0.000 Err 0.5734 top1 14.844 top5 5.469 | Epoch: [21][545/553] Time 2.478 Data 0.000 Err 0.6461 top1 16.406 top5 6.250 | Epoch: [21][546/553] Time 2.444 Data 0.000 Err 0.8355 top1 21.875 top5 7.031 | Epoch: [21][547/553] Time 2.453 Data 0.000 Err 0.9069 top1 26.562 top5 9.375 | Epoch: [21][548/553] Time 2.486 Data 0.000 Err 0.9467 top1 26.562 top5 7.812 | Epoch: [21][549/553] Time 2.448 Data 0.000 Err 0.8262 top1 24.219 top5 7.031 | Epoch: [21][550/553] Time 2.443 Data 0.000 Err 0.7780 top1 20.312 top5 5.469 | Epoch: [21][551/553] Time 2.473 Data 0.000 Err 0.6455 top1 17.969 top5 6.250 | Epoch: [21][552/553] Time 2.438 Data 0.000 Err 0.8315 top1 18.750 top5 7.031 | Epoch: [21][553/553] Time 1.031 Data 0.000 Err 1.0476 top1 31.818 top5 9.091 | Test: [21][1/198] Time 2.311 Data 1.593 top1 24.219 ( 24.219) top5 8.594 ( 8.594) | Test: [21][2/198] Time 0.720 Data 0.002 top1 17.969 ( 21.094) top5 1.562 ( 5.078) | Test: [21][3/198] Time 0.723 Data 0.000 top1 28.125 ( 23.438) top5 5.469 ( 5.208) | Test: [21][4/198] Time 0.718 Data 0.001 top1 23.438 ( 23.438) top5 6.250 ( 5.469) | Test: [21][5/198] Time 0.722 Data 0.001 top1 25.000 ( 23.750) top5 9.375 ( 6.250) | Test: [21][6/198] Time 0.736 Data 0.001 top1 27.344 ( 24.349) top5 3.125 ( 5.729) | Test: [21][7/198] Time 0.718 Data 0.001 top1 28.125 ( 24.888) top5 7.031 ( 5.915) | Test: [21][8/198] Time 0.719 Data 0.001 top1 23.438 ( 24.707) top5 2.344 ( 5.469) | Test: [21][9/198] Time 0.715 Data 0.001 top1 23.438 ( 24.566) top5 7.812 ( 5.729) | Test: [21][10/198] Time 0.722 Data 0.001 top1 22.656 ( 24.375) top5 10.156 ( 6.172) | Test: [21][11/198] Time 0.721 Data 0.001 top1 21.094 ( 24.077) top5 5.469 ( 6.108) | Test: [21][12/198] Time 0.720 Data 0.001 top1 25.000 ( 24.154) top5 10.938 ( 6.510) | Test: [21][13/198] Time 0.725 Data 0.001 top1 23.438 ( 24.099) top5 5.469 ( 6.430) | Test: [21][14/198] Time 0.722 Data 0.001 top1 31.250 ( 24.609) top5 8.594 ( 6.585) | Test: [21][15/198] Time 0.723 Data 0.001 top1 32.031 ( 25.104) top5 9.375 ( 6.771) | Test: [21][16/198] Time 0.727 Data 0.001 top1 25.000 ( 25.098) top5 8.594 ( 6.885) | Test: [21][17/198] Time 0.717 Data 0.001 top1 26.562 ( 25.184) top5 8.594 ( 6.985) | Test: [21][18/198] Time 0.718 Data 0.001 top1 29.688 ( 25.434) top5 3.906 ( 6.814) | Test: [21][19/198] Time 0.722 Data 0.001 top1 24.219 ( 25.370) top5 7.031 ( 6.826) | Test: [21][20/198] Time 0.723 Data 0.001 top1 22.656 ( 25.234) top5 3.906 ( 6.680) | Test: [21][21/198] Time 0.718 Data 0.001 top1 14.062 ( 24.702) top5 0.781 ( 6.399) | Test: [21][22/198] Time 0.718 Data 0.001 top1 23.438 ( 24.645) top5 10.156 ( 6.570) | Test: [21][23/198] Time 0.733 Data 0.001 top1 17.969 ( 24.355) top5 7.812 ( 6.624) | Test: [21][24/198] Time 0.724 Data 0.001 top1 29.688 ( 24.577) top5 7.031 ( 6.641) | Test: [21][25/198] Time 0.722 Data 0.001 top1 28.906 ( 24.750) top5 7.031 ( 6.656) | Test: [21][26/198] Time 0.728 Data 0.002 top1 23.438 ( 24.700) top5 7.812 ( 6.701) | Test: [21][27/198] Time 0.814 Data 0.001 top1 21.875 ( 24.595) top5 5.469 ( 6.655) | Test: [21][28/198] Time 0.745 Data 0.002 top1 25.000 ( 24.609) top5 7.812 ( 6.696) | Test: [21][29/198] Time 0.719 Data 0.001 top1 25.000 ( 24.623) top5 6.250 ( 6.681) | Test: [21][30/198] Time 0.747 Data 0.002 top1 26.562 ( 24.688) top5 10.156 ( 6.797) | Test: [21][31/198] Time 0.719 Data 0.001 top1 26.562 ( 24.748) top5 8.594 ( 6.855) | Test: [21][32/198] Time 0.719 Data 0.001 top1 25.000 ( 24.756) top5 7.031 ( 6.860) | Test: [21][33/198] Time 0.724 Data 0.001 top1 25.781 ( 24.787) top5 6.250 ( 6.842) | Test: [21][34/198] Time 0.720 Data 0.001 top1 31.250 ( 24.977) top5 7.031 ( 6.847) | Test: [21][35/198] Time 0.721 Data 0.001 top1 24.219 ( 24.955) top5 7.031 ( 6.853) | Test: [21][36/198] Time 0.741 Data 0.001 top1 31.250 ( 25.130) top5 9.375 ( 6.923) | Test: [21][37/198] Time 0.720 Data 0.001 top1 29.688 ( 25.253) top5 10.156 ( 7.010) | Test: [21][38/198] Time 0.728 Data 0.001 top1 24.219 ( 25.226) top5 2.344 ( 6.887) | Test: [21][39/198] Time 0.772 Data 0.001 top1 28.906 ( 25.321) top5 8.594 ( 6.931) | Test: [21][40/198] Time 0.800 Data 0.001 top1 28.125 ( 25.391) top5 10.156 ( 7.012) | Test: [21][41/198] Time 0.765 Data 0.001 top1 27.344 ( 25.438) top5 10.938 ( 7.107) | Test: [21][42/198] Time 0.735 Data 0.001 top1 22.656 ( 25.372) top5 3.125 ( 7.013) | Test: [21][43/198] Time 0.712 Data 0.001 top1 22.656 ( 25.309) top5 7.031 ( 7.013) | Test: [21][44/198] Time 0.734 Data 0.001 top1 22.656 ( 25.249) top5 12.500 ( 7.138) | Test: [21][45/198] Time 0.719 Data 0.001 top1 27.344 ( 25.295) top5 8.594 ( 7.170) | Test: [21][46/198] Time 0.723 Data 0.001 top1 23.438 ( 25.255) top5 8.594 ( 7.201) | Test: [21][47/198] Time 0.732 Data 0.001 top1 17.969 ( 25.100) top5 6.250 ( 7.181) | Test: [21][48/198] Time 0.735 Data 0.001 top1 17.969 ( 24.951) top5 5.469 ( 7.145) | Test: [21][49/198] Time 0.724 Data 0.001 top1 22.656 ( 24.904) top5 6.250 ( 7.127) | Test: [21][50/198] Time 0.720 Data 0.001 top1 28.125 ( 24.969) top5 8.594 ( 7.156) | Test: [21][51/198] Time 0.726 Data 0.001 top1 28.906 ( 25.046) top5 9.375 ( 7.200) | Test: [21][52/198] Time 0.735 Data 0.001 top1 19.531 ( 24.940) top5 3.125 ( 7.121) | Test: [21][53/198] Time 0.731 Data 0.001 top1 25.000 ( 24.941) top5 5.469 ( 7.090) | Test: [21][54/198] Time 0.783 Data 0.001 top1 16.406 ( 24.783) top5 6.250 ( 7.075) | Test: [21][55/198] Time 0.732 Data 0.001 top1 24.219 ( 24.773) top5 4.688 ( 7.031) | Test: [21][56/198] Time 0.774 Data 0.001 top1 27.344 ( 24.819) top5 7.812 ( 7.045) | Test: [21][57/198] Time 0.797 Data 0.001 top1 21.094 ( 24.753) top5 7.031 ( 7.045) | Test: [21][58/198] Time 0.721 Data 0.001 top1 24.219 ( 24.744) top5 7.812 ( 7.058) | Test: [21][59/198] Time 0.723 Data 0.001 top1 18.750 ( 24.642) top5 3.125 ( 6.992) | Test: [21][60/198] Time 0.731 Data 0.001 top1 24.219 ( 24.635) top5 7.812 ( 7.005) | Test: [21][61/198] Time 0.728 Data 0.001 top1 21.875 ( 24.590) top5 7.031 ( 7.006) | Test: [21][62/198] Time 0.720 Data 0.001 top1 18.750 ( 24.496) top5 5.469 ( 6.981) | Test: [21][63/198] Time 0.724 Data 0.001 top1 21.875 ( 24.454) top5 3.125 ( 6.920) | Test: [21][64/198] Time 0.723 Data 0.001 top1 22.656 ( 24.426) top5 7.031 ( 6.921) | Test: [21][65/198] Time 0.726 Data 0.001 top1 21.094 ( 24.375) top5 4.688 ( 6.887) | Test: [21][66/198] Time 0.731 Data 0.001 top1 27.344 ( 24.420) top5 7.031 ( 6.889) | Test: [21][67/198] Time 0.721 Data 0.001 top1 30.469 ( 24.510) top5 9.375 ( 6.926) | Test: [21][68/198] Time 0.747 Data 0.001 top1 20.312 ( 24.449) top5 7.812 ( 6.939) | Test: [21][69/198] Time 0.728 Data 0.001 top1 17.969 ( 24.355) top5 3.906 ( 6.895) | Test: [21][70/198] Time 0.718 Data 0.001 top1 25.781 ( 24.375) top5 6.250 ( 6.886) | Test: [21][71/198] Time 0.763 Data 0.001 top1 25.781 ( 24.395) top5 10.156 ( 6.932) | Test: [21][72/198] Time 0.736 Data 0.001 top1 22.656 ( 24.371) top5 7.031 ( 6.934) | Test: [21][73/198] Time 0.724 Data 0.001 top1 25.781 ( 24.390) top5 10.156 ( 6.978) | Test: [21][74/198] Time 0.719 Data 0.001 top1 25.781 ( 24.409) top5 6.250 ( 6.968) | Test: [21][75/198] Time 0.717 Data 0.001 top1 31.250 ( 24.500) top5 7.031 ( 6.969) | Test: [21][76/198] Time 0.726 Data 0.001 top1 22.656 ( 24.476) top5 8.594 ( 6.990) | Test: [21][77/198] Time 0.722 Data 0.001 top1 27.344 ( 24.513) top5 8.594 ( 7.011) | Test: [21][78/198] Time 0.723 Data 0.001 top1 26.562 ( 24.539) top5 7.031 ( 7.011) | Test: [21][79/198] Time 0.718 Data 0.001 top1 25.000 ( 24.545) top5 7.031 ( 7.011) | Test: [21][80/198] Time 0.729 Data 0.001 top1 20.312 ( 24.492) top5 6.250 ( 7.002) | Test: [21][81/198] Time 0.815 Data 0.001 top1 24.219 ( 24.489) top5 4.688 ( 6.973) | Test: [21][82/198] Time 0.801 Data 0.003 top1 30.469 ( 24.562) top5 8.594 ( 6.993) | Test: [21][83/198] Time 0.730 Data 0.001 top1 27.344 ( 24.595) top5 5.469 ( 6.975) | Test: [21][84/198] Time 0.723 Data 0.001 top1 21.094 ( 24.554) top5 4.688 ( 6.948) | Test: [21][85/198] Time 0.765 Data 0.001 top1 28.906 ( 24.605) top5 7.031 ( 6.949) | Test: [21][86/198] Time 0.715 Data 0.001 top1 24.219 ( 24.600) top5 6.250 ( 6.940) | Test: [21][87/198] Time 0.719 Data 0.001 top1 25.000 ( 24.605) top5 7.812 ( 6.950) | Test: [21][88/198] Time 0.738 Data 0.001 top1 22.656 ( 24.583) top5 0.781 ( 6.880) | Test: [21][89/198] Time 0.739 Data 0.001 top1 21.094 ( 24.544) top5 7.812 ( 6.891) | Test: [21][90/198] Time 0.728 Data 0.001 top1 30.469 ( 24.609) top5 8.594 ( 6.910) | Test: [21][91/198] Time 0.722 Data 0.001 top1 32.031 ( 24.691) top5 7.812 ( 6.920) | Test: [21][92/198] Time 0.716 Data 0.001 top1 27.344 ( 24.720) top5 2.344 ( 6.870) | Test: [21][93/198] Time 0.725 Data 0.001 top1 22.656 ( 24.698) top5 4.688 ( 6.846) | Test: [21][94/198] Time 0.730 Data 0.001 top1 26.562 ( 24.717) top5 3.125 ( 6.807) | Test: [21][95/198] Time 0.719 Data 0.001 top1 24.219 ( 24.712) top5 7.812 ( 6.817) | Test: [21][96/198] Time 0.759 Data 0.001 top1 28.906 ( 24.756) top5 5.469 ( 6.803) | Test: [21][97/198] Time 0.733 Data 0.000 top1 18.750 ( 24.694) top5 7.812 ( 6.814) | Test: [21][98/198] Time 0.730 Data 0.001 top1 21.875 ( 24.665) top5 3.906 ( 6.784) | Test: [21][99/198] Time 0.710 Data 0.001 top1 25.781 ( 24.676) top5 5.469 ( 6.771) | Test: [21][100/198] Time 0.721 Data 0.001 top1 22.656 ( 24.656) top5 7.031 ( 6.773) | Test: [21][101/198] Time 0.716 Data 0.001 top1 25.781 ( 24.667) top5 7.812 ( 6.784) | Test: [21][102/198] Time 0.717 Data 0.001 top1 31.250 ( 24.732) top5 14.844 ( 6.863) | Test: [21][103/198] Time 0.726 Data 0.001 top1 23.438 ( 24.719) top5 4.688 ( 6.842) | Test: [21][104/198] Time 0.729 Data 0.001 top1 24.219 ( 24.715) top5 9.375 ( 6.866) | Test: [21][105/198] Time 0.763 Data 0.001 top1 20.312 ( 24.673) top5 5.469 ( 6.853) | Test: [21][106/198] Time 0.801 Data 0.001 top1 22.656 ( 24.654) top5 7.031 ( 6.854) | Test: [21][107/198] Time 0.812 Data 0.001 top1 22.656 ( 24.635) top5 4.688 ( 6.834) | Test: [21][108/198] Time 0.724 Data 0.001 top1 20.312 ( 24.595) top5 3.125 ( 6.800) | Test: [21][109/198] Time 0.776 Data 0.001 top1 16.406 ( 24.520) top5 3.906 ( 6.773) | Test: [21][110/198] Time 0.745 Data 0.001 top1 33.594 ( 24.602) top5 7.812 ( 6.783) | Test: [21][111/198] Time 0.729 Data 0.001 top1 17.969 ( 24.543) top5 8.594 ( 6.799) | Test: [21][112/198] Time 0.809 Data 0.002 top1 24.219 ( 24.540) top5 3.906 ( 6.773) | Test: [21][113/198] Time 0.729 Data 0.001 top1 21.094 ( 24.509) top5 6.250 ( 6.769) | Test: [21][114/198] Time 0.773 Data 0.002 top1 28.906 ( 24.548) top5 12.500 ( 6.819) | Test: [21][115/198] Time 0.818 Data 0.001 top1 20.312 ( 24.511) top5 5.469 ( 6.807) | Test: [21][116/198] Time 0.789 Data 0.001 top1 25.000 ( 24.515) top5 7.812 ( 6.816) | Test: [21][117/198] Time 0.729 Data 0.000 top1 26.562 ( 24.533) top5 7.031 ( 6.818) | Test: [21][118/198] Time 0.728 Data 0.001 top1 26.562 ( 24.550) top5 7.031 ( 6.819) | Test: [21][119/198] Time 0.720 Data 0.001 top1 30.469 ( 24.600) top5 4.688 ( 6.801) | Test: [21][120/198] Time 0.714 Data 0.001 top1 35.938 ( 24.694) top5 11.719 ( 6.842) | Test: [21][121/198] Time 0.717 Data 0.001 top1 28.906 ( 24.729) top5 8.594 ( 6.857) | Test: [21][122/198] Time 0.718 Data 0.000 top1 23.438 ( 24.718) top5 7.031 ( 6.858) | Test: [21][123/198] Time 0.720 Data 0.001 top1 24.219 ( 24.714) top5 7.812 ( 6.866) | Test: [21][124/198] Time 0.717 Data 0.001 top1 21.094 ( 24.685) top5 3.906 ( 6.842) | Test: [21][125/198] Time 0.719 Data 0.001 top1 17.188 ( 24.625) top5 4.688 ( 6.825) | Test: [21][126/198] Time 0.714 Data 0.001 top1 30.469 ( 24.671) top5 10.156 ( 6.851) | Test: [21][127/198] Time 0.724 Data 0.001 top1 28.125 ( 24.699) top5 9.375 ( 6.871) | Test: [21][128/198] Time 0.728 Data 0.001 top1 24.219 ( 24.695) top5 7.031 ( 6.873) | Test: [21][129/198] Time 0.726 Data 0.000 top1 28.125 ( 24.721) top5 6.250 ( 6.868) | Test: [21][130/198] Time 0.715 Data 0.000 top1 27.344 ( 24.742) top5 7.812 ( 6.875) | Test: [21][131/198] Time 0.726 Data 0.001 top1 25.781 ( 24.750) top5 7.812 ( 6.882) | Test: [21][132/198] Time 0.714 Data 0.001 top1 20.312 ( 24.716) top5 1.562 ( 6.842) | Test: [21][133/198] Time 0.724 Data 0.001 top1 30.469 ( 24.759) top5 10.938 ( 6.873) | Test: [21][134/198] Time 0.756 Data 0.002 top1 16.406 ( 24.697) top5 3.906 ( 6.851) | Test: [21][135/198] Time 0.735 Data 0.001 top1 20.312 ( 24.664) top5 3.906 ( 6.829) | Test: [21][136/198] Time 0.784 Data 0.001 top1 19.531 ( 24.627) top5 6.250 ( 6.824) | Test: [21][137/198] Time 0.726 Data 0.001 top1 20.312 ( 24.595) top5 7.031 ( 6.826) | Test: [21][138/198] Time 0.803 Data 0.001 top1 26.562 ( 24.609) top5 10.156 ( 6.850) | Test: [21][139/198] Time 0.787 Data 0.000 top1 22.656 ( 24.595) top5 3.125 ( 6.823) | Test: [21][140/198] Time 0.752 Data 0.001 top1 24.219 ( 24.593) top5 6.250 ( 6.819) | Test: [21][141/198] Time 0.728 Data 0.001 top1 23.438 ( 24.584) top5 3.906 ( 6.799) | Test: [21][142/198] Time 0.721 Data 0.001 top1 24.219 ( 24.582) top5 6.250 ( 6.795) | Test: [21][143/198] Time 0.722 Data 0.001 top1 26.562 ( 24.596) top5 8.594 ( 6.807) | Test: [21][144/198] Time 0.736 Data 0.002 top1 26.562 ( 24.609) top5 9.375 ( 6.825) | Test: [21][145/198] Time 0.723 Data 0.001 top1 28.906 ( 24.639) top5 8.594 ( 6.837) | Test: [21][146/198] Time 0.752 Data 0.001 top1 15.625 ( 24.577) top5 5.469 ( 6.828) | Test: [21][147/198] Time 0.734 Data 0.001 top1 22.656 ( 24.564) top5 6.250 ( 6.824) | Test: [21][148/198] Time 0.733 Data 0.000 top1 25.781 ( 24.572) top5 10.156 ( 6.846) | Test: [21][149/198] Time 0.725 Data 0.001 top1 28.906 ( 24.602) top5 7.812 ( 6.853) | Test: [21][150/198] Time 0.722 Data 0.000 top1 19.531 ( 24.568) top5 7.812 ( 6.859) | Test: [21][151/198] Time 0.728 Data 0.001 top1 21.875 ( 24.550) top5 7.812 ( 6.866) | Test: [21][152/198] Time 0.730 Data 0.001 top1 24.219 ( 24.548) top5 6.250 ( 6.862) | Test: [21][153/198] Time 0.722 Data 0.001 top1 24.219 ( 24.546) top5 7.031 ( 6.863) | Test: [21][154/198] Time 0.717 Data 0.001 top1 21.094 ( 24.523) top5 7.812 ( 6.869) | Test: [21][155/198] Time 0.725 Data 0.001 top1 23.438 ( 24.516) top5 6.250 ( 6.865) | Test: [21][156/198] Time 0.721 Data 0.001 top1 22.656 ( 24.504) top5 7.812 ( 6.871) | Test: [21][157/198] Time 0.721 Data 0.001 top1 23.438 ( 24.497) top5 9.375 ( 6.887) | Test: [21][158/198] Time 0.717 Data 0.001 top1 26.562 ( 24.510) top5 7.031 ( 6.888) | Test: [21][159/198] Time 0.713 Data 0.001 top1 21.875 ( 24.494) top5 5.469 ( 6.879) | Test: [21][160/198] Time 0.718 Data 0.001 top1 25.781 ( 24.502) top5 7.031 ( 6.880) | Test: [21][161/198] Time 0.721 Data 0.001 top1 25.000 ( 24.505) top5 6.250 ( 6.876) | Test: [21][162/198] Time 0.726 Data 0.001 top1 22.656 ( 24.494) top5 3.906 ( 6.858) | Test: [21][163/198] Time 0.743 Data 0.001 top1 21.875 ( 24.478) top5 5.469 ( 6.849) | Test: [21][164/198] Time 0.741 Data 0.001 top1 30.469 ( 24.514) top5 4.688 ( 6.836) | Test: [21][165/198] Time 0.729 Data 0.001 top1 24.219 ( 24.512) top5 6.250 ( 6.832) | Test: [21][166/198] Time 0.725 Data 0.001 top1 28.125 ( 24.534) top5 7.812 ( 6.838) | Test: [21][167/198] Time 0.729 Data 0.001 top1 24.219 ( 24.532) top5 6.250 ( 6.835) | Test: [21][168/198] Time 0.722 Data 0.001 top1 21.875 ( 24.516) top5 6.250 ( 6.831) | Test: [21][169/198] Time 0.736 Data 0.001 top1 25.000 ( 24.519) top5 7.031 ( 6.832) | Test: [21][170/198] Time 0.718 Data 0.001 top1 29.688 ( 24.550) top5 8.594 ( 6.843) | Test: [21][171/198] Time 0.728 Data 0.001 top1 21.875 ( 24.534) top5 7.031 ( 6.844) | Test: [21][172/198] Time 0.720 Data 0.001 top1 32.812 ( 24.582) top5 10.938 ( 6.868) | Test: [21][173/198] Time 0.744 Data 0.001 top1 25.000 ( 24.585) top5 7.031 ( 6.869) | Test: [21][174/198] Time 0.750 Data 0.002 top1 24.219 ( 24.582) top5 6.250 ( 6.865) | Test: [21][175/198] Time 0.723 Data 0.001 top1 28.125 ( 24.603) top5 6.250 ( 6.862) | Test: [21][176/198] Time 0.719 Data 0.001 top1 24.219 ( 24.600) top5 10.156 ( 6.880) | Test: [21][177/198] Time 0.716 Data 0.001 top1 28.906 ( 24.625) top5 10.156 ( 6.899) | Test: [21][178/198] Time 0.731 Data 0.001 top1 30.469 ( 24.658) top5 8.594 ( 6.908) | Test: [21][179/198] Time 0.722 Data 0.001 top1 30.469 ( 24.690) top5 10.156 ( 6.927) | Test: [21][180/198] Time 0.716 Data 0.001 top1 20.312 ( 24.666) top5 4.688 ( 6.914) | Test: [21][181/198] Time 0.732 Data 0.001 top1 21.094 ( 24.646) top5 8.594 ( 6.923) | Test: [21][182/198] Time 0.718 Data 0.001 top1 25.000 ( 24.648) top5 4.688 ( 6.911) | Test: [21][183/198] Time 0.726 Data 0.001 top1 25.781 ( 24.654) top5 11.719 ( 6.937) | Test: [21][184/198] Time 0.729 Data 0.001 top1 31.250 ( 24.690) top5 10.938 ( 6.959) | Test: [21][185/198] Time 0.724 Data 0.001 top1 29.688 ( 24.717) top5 10.938 ( 6.981) | Test: [21][186/198] Time 0.715 Data 0.000 top1 26.562 ( 24.727) top5 3.125 ( 6.960) | Test: [21][187/198] Time 0.715 Data 0.000 top1 20.312 ( 24.703) top5 5.469 ( 6.952) | Test: [21][188/198] Time 0.723 Data 0.000 top1 25.000 ( 24.705) top5 8.594 ( 6.961) | Test: [21][189/198] Time 0.723 Data 0.000 top1 23.438 ( 24.698) top5 6.250 ( 6.957) | Test: [21][190/198] Time 0.726 Data 0.000 top1 21.875 ( 24.683) top5 7.812 ( 6.961) | Test: [21][191/198] Time 0.725 Data 0.000 top1 25.000 ( 24.685) top5 10.156 ( 6.978) | Test: [21][192/198] Time 0.721 Data 0.000 top1 25.781 ( 24.691) top5 3.906 ( 6.962) | Test: [21][193/198] Time 0.719 Data 0.000 top1 22.656 ( 24.680) top5 4.688 ( 6.950) | Test: [21][194/198] Time 0.716 Data 0.001 top1 27.344 ( 24.694) top5 8.594 ( 6.959) | Test: [21][195/198] Time 0.727 Data 0.000 top1 20.312 ( 24.671) top5 9.375 ( 6.971) | Test: [21][196/198] Time 0.720 Data 0.000 top1 25.000 ( 24.673) top5 3.906 ( 6.956) | Test: [21][197/198] Time 0.258 Data 0.000 top1 29.412 ( 24.697) top5 5.882 ( 6.950) | Test: [21][198/198] Time 0.716 Data 0.000 top1 21.875 ( 24.683) top5 3.906 ( 6.935) * Finished epoch # 21 top1: 24.683 top5: 6.935 * Best model 24.682950831848 6.9346962269756 Epoch 22 => Training epoch # 22 | Epoch: [22][1/553] Time 4.921 Data 2.425 Err 0.8387 top1 17.969 top5 8.594 | Epoch: [22][2/553] Time 2.424 Data 0.001 Err 0.7396 top1 21.094 top5 4.688 | Epoch: [22][3/553] Time 2.426 Data 0.001 Err 0.8887 top1 21.875 top5 9.375 | Epoch: [22][4/553] Time 2.422 Data 0.001 Err 0.8907 top1 19.531 top5 7.812 | Epoch: [22][5/553] Time 2.429 Data 0.001 Err 0.5065 top1 11.719 top5 3.125 | Epoch: [22][6/553] Time 2.470 Data 0.001 Err 0.6483 top1 16.406 top5 3.125 | Epoch: [22][7/553] Time 2.464 Data 0.001 Err 0.8283 top1 18.750 top5 7.031 | Epoch: [22][8/553] Time 2.447 Data 0.001 Err 0.7367 top1 20.312 top5 5.469 | Epoch: [22][9/553] Time 2.452 Data 0.001 Err 0.7708 top1 20.312 top5 7.031 | Epoch: [22][10/553] Time 2.458 Data 0.001 Err 0.8607 top1 22.656 top5 9.375 | Epoch: [22][11/553] Time 2.440 Data 0.000 Err 0.9441 top1 21.875 top5 7.812 | Epoch: [22][12/553] Time 2.440 Data 0.001 Err 0.7498 top1 21.094 top5 4.688 | Epoch: [22][13/553] Time 2.439 Data 0.001 Err 0.8166 top1 20.312 top5 8.594 | Epoch: [22][14/553] Time 2.461 Data 0.001 Err 0.8244 top1 21.094 top5 6.250 | Epoch: [22][15/553] Time 2.471 Data 0.001 Err 0.6820 top1 17.188 top5 5.469 | Epoch: [22][16/553] Time 2.459 Data 0.001 Err 0.8712 top1 24.219 top5 7.031 | Epoch: [22][17/553] Time 2.473 Data 0.001 Err 0.7315 top1 21.875 top5 4.688 | Epoch: [22][18/553] Time 2.437 Data 0.001 Err 0.7324 top1 16.406 top5 6.250 | Epoch: [22][19/553] Time 2.435 Data 0.001 Err 0.6986 top1 19.531 top5 4.688 | Epoch: [22][20/553] Time 2.432 Data 0.001 Err 0.8688 top1 20.312 top5 10.156 | Epoch: [22][21/553] Time 2.437 Data 0.001 Err 0.6251 top1 16.406 top5 3.125 | Epoch: [22][22/553] Time 2.434 Data 0.001 Err 0.6067 top1 19.531 top5 3.906 | Epoch: [22][23/553] Time 2.473 Data 0.001 Err 0.7780 top1 19.531 top5 7.031 | Epoch: [22][24/553] Time 2.452 Data 0.000 Err 0.8917 top1 25.000 top5 10.156 | Epoch: [22][25/553] Time 2.445 Data 0.001 Err 0.7691 top1 20.312 top5 7.031 | Epoch: [22][26/553] Time 2.441 Data 0.001 Err 0.6055 top1 17.188 top5 4.688 | Epoch: [22][27/553] Time 2.484 Data 0.002 Err 0.7908 top1 23.438 top5 7.812 | Epoch: [22][28/553] Time 2.447 Data 0.001 Err 0.7914 top1 22.656 top5 6.250 | Epoch: [22][29/553] Time 2.456 Data 0.001 Err 0.7577 top1 21.094 top5 4.688 | Epoch: [22][30/553] Time 2.433 Data 0.001 Err 0.8202 top1 20.312 top5 8.594 | Epoch: [22][31/553] Time 2.457 Data 0.001 Err 0.6621 top1 21.094 top5 3.125 | Epoch: [22][32/553] Time 2.470 Data 0.000 Err 0.5988 top1 21.094 top5 1.562 | Epoch: [22][33/553] Time 2.462 Data 0.001 Err 0.7572 top1 23.438 top5 5.469 | Epoch: [22][34/553] Time 2.444 Data 0.001 Err 0.7594 top1 22.656 top5 6.250 | Epoch: [22][35/553] Time 2.457 Data 0.001 Err 0.5580 top1 17.188 top5 3.125 | Epoch: [22][36/553] Time 2.459 Data 0.000 Err 0.9483 top1 24.219 top5 11.719 | Epoch: [22][37/553] Time 2.447 Data 0.001 Err 0.8751 top1 23.438 top5 7.812 | Epoch: [22][38/553] Time 2.443 Data 0.001 Err 0.8164 top1 19.531 top5 7.812 | Epoch: [22][39/553] Time 2.468 Data 0.001 Err 0.6132 top1 17.188 top5 3.906 | Epoch: [22][40/553] Time 2.472 Data 0.000 Err 0.7392 top1 19.531 top5 4.688 | Epoch: [22][41/553] Time 2.446 Data 0.001 Err 0.5961 top1 17.188 top5 3.906 | Epoch: [22][42/553] Time 2.443 Data 0.001 Err 0.6202 top1 16.406 top5 7.031 | Epoch: [22][43/553] Time 2.484 Data 0.001 Err 0.7220 top1 18.750 top5 6.250 | Epoch: [22][44/553] Time 2.481 Data 0.001 Err 0.5346 top1 14.844 top5 3.906 | Epoch: [22][45/553] Time 2.447 Data 0.001 Err 0.8745 top1 24.219 top5 7.812 | Epoch: [22][46/553] Time 2.443 Data 0.001 Err 0.9481 top1 21.875 top5 11.719 | Epoch: [22][47/553] Time 2.441 Data 0.001 Err 0.7814 top1 20.312 top5 7.812 | Epoch: [22][48/553] Time 2.481 Data 0.001 Err 0.7658 top1 20.312 top5 6.250 | Epoch: [22][49/553] Time 2.460 Data 0.001 Err 0.8214 top1 22.656 top5 8.594 | Epoch: [22][50/553] Time 2.486 Data 0.001 Err 0.9239 top1 25.781 top5 7.812 | Epoch: [22][51/553] Time 2.440 Data 0.001 Err 0.7286 top1 19.531 top5 7.031 | Epoch: [22][52/553] Time 2.466 Data 0.001 Err 0.5772 top1 17.188 top5 2.344 | Epoch: [22][53/553] Time 2.452 Data 0.001 Err 0.7779 top1 17.969 top5 5.469 | Epoch: [22][54/553] Time 2.439 Data 0.001 Err 0.5654 top1 16.406 top5 4.688 | Epoch: [22][55/553] Time 2.480 Data 0.001 Err 0.8948 top1 25.781 top5 8.594 | Epoch: [22][56/553] Time 2.458 Data 0.001 Err 0.6385 top1 16.406 top5 6.250 | Epoch: [22][57/553] Time 2.437 Data 0.001 Err 0.5075 top1 14.062 top5 3.906 | Epoch: [22][58/553] Time 2.453 Data 0.001 Err 0.8542 top1 24.219 top5 8.594 | Epoch: [22][59/553] Time 2.450 Data 0.001 Err 0.7757 top1 20.312 top5 7.812 | Epoch: [22][60/553] Time 2.513 Data 0.001 Err 0.6168 top1 17.188 top5 3.125 | Epoch: [22][61/553] Time 2.438 Data 0.001 Err 0.8146 top1 22.656 top5 8.594 | Epoch: [22][62/553] Time 2.446 Data 0.001 Err 0.8032 top1 21.094 top5 7.812 | Epoch: [22][63/553] Time 2.450 Data 0.001 Err 0.7302 top1 18.750 top5 6.250 | Epoch: [22][64/553] Time 2.467 Data 0.001 Err 0.6725 top1 18.750 top5 5.469 | Epoch: [22][65/553] Time 2.491 Data 0.001 Err 0.9759 top1 23.438 top5 8.594 | Epoch: [22][66/553] Time 2.497 Data 0.001 Err 0.7994 top1 21.875 top5 7.812 | Epoch: [22][67/553] Time 2.452 Data 0.001 Err 0.8120 top1 22.656 top5 7.031 | Epoch: [22][68/553] Time 2.471 Data 0.001 Err 0.8795 top1 21.094 top5 7.812 | Epoch: [22][69/553] Time 2.446 Data 0.001 Err 0.7232 top1 22.656 top5 2.344 | Epoch: [22][70/553] Time 2.449 Data 0.001 Err 0.6662 top1 17.969 top5 3.125 | Epoch: [22][71/553] Time 2.455 Data 0.001 Err 0.8103 top1 22.656 top5 5.469 | Epoch: [22][72/553] Time 2.457 Data 0.001 Err 0.8774 top1 28.906 top5 6.250 | Epoch: [22][73/553] Time 2.456 Data 0.001 Err 0.8171 top1 25.781 top5 7.031 | Epoch: [22][74/553] Time 2.437 Data 0.001 Err 0.6543 top1 17.188 top5 4.688 | Epoch: [22][75/553] Time 2.446 Data 0.001 Err 0.8145 top1 21.094 top5 6.250 | Epoch: [22][76/553] Time 2.479 Data 0.001 Err 0.5540 top1 15.625 top5 4.688 | Epoch: [22][77/553] Time 2.453 Data 0.001 Err 0.6959 top1 17.969 top5 3.906 | Epoch: [22][78/553] Time 2.453 Data 0.001 Err 0.5957 top1 15.625 top5 6.250 | Epoch: [22][79/553] Time 2.450 Data 0.001 Err 0.8578 top1 26.562 top5 4.688 | Epoch: [22][80/553] Time 2.517 Data 0.001 Err 0.7351 top1 17.969 top5 7.031 | Epoch: [22][81/553] Time 2.441 Data 0.000 Err 0.5464 top1 14.062 top5 5.469 | Epoch: [22][82/553] Time 2.452 Data 0.001 Err 0.8483 top1 23.438 top5 6.250 | Epoch: [22][83/553] Time 2.451 Data 0.001 Err 0.7900 top1 18.750 top5 7.031 | Epoch: [22][84/553] Time 2.481 Data 0.001 Err 0.8613 top1 22.656 top5 9.375 | Epoch: [22][85/553] Time 2.469 Data 0.001 Err 0.9095 top1 23.438 top5 7.031 | Epoch: [22][86/553] Time 2.456 Data 0.001 Err 0.6108 top1 17.188 top5 4.688 | Epoch: [22][87/553] Time 2.449 Data 0.001 Err 0.7494 top1 21.094 top5 5.469 | Epoch: [22][88/553] Time 2.476 Data 0.001 Err 0.6055 top1 17.188 top5 3.906 | Epoch: [22][89/553] Time 2.513 Data 0.001 Err 0.5664 top1 15.625 top5 4.688 | Epoch: [22][90/553] Time 2.447 Data 0.001 Err 0.6934 top1 18.750 top5 6.250 | Epoch: [22][91/553] Time 2.487 Data 0.001 Err 0.7847 top1 20.312 top5 4.688 | Epoch: [22][92/553] Time 2.515 Data 0.001 Err 0.7794 top1 17.969 top5 6.250 | Epoch: [22][93/553] Time 2.470 Data 0.001 Err 0.8635 top1 21.094 top5 7.031 | Epoch: [22][94/553] Time 2.443 Data 0.001 Err 0.6018 top1 16.406 top5 4.688 | Epoch: [22][95/553] Time 2.452 Data 0.001 Err 0.8445 top1 24.219 top5 7.812 | Epoch: [22][96/553] Time 2.444 Data 0.001 Err 0.5192 top1 14.062 top5 2.344 | Epoch: [22][97/553] Time 2.512 Data 0.001 Err 0.6842 top1 17.188 top5 3.906 | Epoch: [22][98/553] Time 2.485 Data 0.001 Err 1.0236 top1 26.562 top5 10.156 | Epoch: [22][99/553] Time 2.455 Data 0.001 Err 0.6675 top1 18.750 top5 6.250 | Epoch: [22][100/553] Time 2.484 Data 0.001 Err 0.6486 top1 17.969 top5 3.906 | Epoch: [22][101/553] Time 2.456 Data 0.001 Err 0.8106 top1 20.312 top5 6.250 | Epoch: [22][102/553] Time 2.439 Data 0.001 Err 0.6711 top1 20.312 top5 3.906 | Epoch: [22][103/553] Time 2.445 Data 0.001 Err 0.6524 top1 17.969 top5 3.125 | Epoch: [22][104/553] Time 2.510 Data 0.001 Err 0.4581 top1 10.938 top5 3.125 | Epoch: [22][105/553] Time 2.483 Data 0.001 Err 0.9030 top1 22.656 top5 7.031 | Epoch: [22][106/553] Time 2.448 Data 0.001 Err 0.9962 top1 24.219 top5 8.594 | Epoch: [22][107/553] Time 2.479 Data 0.001 Err 0.6793 top1 15.625 top5 7.812 | Epoch: [22][108/553] Time 2.461 Data 0.001 Err 0.5634 top1 14.844 top5 2.344 | Epoch: [22][109/553] Time 2.481 Data 0.000 Err 0.8237 top1 22.656 top5 6.250 | Epoch: [22][110/553] Time 2.445 Data 0.001 Err 0.8944 top1 22.656 top5 7.031 | Epoch: [22][111/553] Time 2.467 Data 0.001 Err 1.0831 top1 26.562 top5 11.719 | Epoch: [22][112/553] Time 2.474 Data 0.001 Err 0.6297 top1 17.188 top5 4.688 | Epoch: [22][113/553] Time 2.480 Data 0.001 Err 0.8064 top1 22.656 top5 6.250 | Epoch: [22][114/553] Time 2.486 Data 0.001 Err 0.6863 top1 16.406 top5 7.812 | Epoch: [22][115/553] Time 2.520 Data 0.001 Err 0.8520 top1 21.094 top5 7.031 | Epoch: [22][116/553] Time 2.437 Data 0.001 Err 0.8000 top1 24.219 top5 5.469 | Epoch: [22][117/553] Time 2.480 Data 0.001 Err 0.8103 top1 24.219 top5 6.250 | Epoch: [22][118/553] Time 2.455 Data 0.001 Err 0.7621 top1 19.531 top5 4.688 | Epoch: [22][119/553] Time 2.485 Data 0.001 Err 0.8243 top1 22.656 top5 8.594 | Epoch: [22][120/553] Time 2.478 Data 0.001 Err 0.6446 top1 18.750 top5 3.906 | Epoch: [22][121/553] Time 2.486 Data 0.001 Err 1.0156 top1 32.031 top5 7.812 | Epoch: [22][122/553] Time 2.496 Data 0.001 Err 0.8737 top1 24.219 top5 7.031 | Epoch: [22][123/553] Time 2.447 Data 0.001 Err 0.8576 top1 21.875 top5 6.250 | Epoch: [22][124/553] Time 2.488 Data 0.001 Err 1.0043 top1 27.344 top5 9.375 | Epoch: [22][125/553] Time 2.514 Data 0.001 Err 0.7677 top1 19.531 top5 9.375 | Epoch: [22][126/553] Time 2.446 Data 0.001 Err 0.5610 top1 17.188 top5 2.344 | Epoch: [22][127/553] Time 2.458 Data 0.001 Err 0.7890 top1 17.969 top5 6.250 | Epoch: [22][128/553] Time 2.442 Data 0.001 Err 0.7330 top1 16.406 top5 7.812 | Epoch: [22][129/553] Time 2.488 Data 0.001 Err 0.5833 top1 16.406 top5 3.906 | Epoch: [22][130/553] Time 2.453 Data 0.001 Err 0.8795 top1 25.000 top5 7.031 | Epoch: [22][131/553] Time 2.465 Data 0.001 Err 0.6911 top1 17.969 top5 5.469 | Epoch: [22][132/553] Time 2.450 Data 0.001 Err 0.8377 top1 22.656 top5 7.812 | Epoch: [22][133/553] Time 2.448 Data 0.001 Err 0.7969 top1 19.531 top5 7.812 | Epoch: [22][134/553] Time 2.462 Data 0.001 Err 0.7493 top1 21.094 top5 7.031 | Epoch: [22][135/553] Time 2.430 Data 0.001 Err 0.8143 top1 24.219 top5 6.250 | Epoch: [22][136/553] Time 2.468 Data 0.000 Err 0.8951 top1 20.312 top5 8.594 | Epoch: [22][137/553] Time 2.457 Data 0.001 Err 0.7019 top1 17.188 top5 4.688 | Epoch: [22][138/553] Time 2.455 Data 0.001 Err 0.6412 top1 18.750 top5 6.250 | Epoch: [22][139/553] Time 2.447 Data 0.001 Err 0.7062 top1 16.406 top5 5.469 | Epoch: [22][140/553] Time 2.448 Data 0.001 Err 0.7457 top1 18.750 top5 5.469 | Epoch: [22][141/553] Time 2.524 Data 0.001 Err 0.6684 top1 17.969 top5 4.688 | Epoch: [22][142/553] Time 2.440 Data 0.001 Err 0.6735 top1 17.188 top5 5.469 | Epoch: [22][143/553] Time 2.449 Data 0.001 Err 0.6311 top1 20.312 top5 4.688 | Epoch: [22][144/553] Time 2.438 Data 0.000 Err 0.8105 top1 18.750 top5 8.594 | Epoch: [22][145/553] Time 2.448 Data 0.001 Err 0.7807 top1 21.875 top5 5.469 | Epoch: [22][146/553] Time 2.453 Data 0.001 Err 0.7653 top1 20.312 top5 4.688 | Epoch: [22][147/553] Time 2.467 Data 0.001 Err 0.7883 top1 21.875 top5 9.375 | Epoch: [22][148/553] Time 2.524 Data 0.001 Err 0.6874 top1 18.750 top5 6.250 | Epoch: [22][149/553] Time 2.460 Data 0.001 Err 0.7139 top1 22.656 top5 9.375 | Epoch: [22][150/553] Time 2.479 Data 0.001 Err 0.7018 top1 19.531 top5 4.688 | Epoch: [22][151/553] Time 2.479 Data 0.001 Err 0.6344 top1 15.625 top5 6.250 | Epoch: [22][152/553] Time 2.447 Data 0.001 Err 0.9062 top1 19.531 top5 8.594 | Epoch: [22][153/553] Time 2.453 Data 0.001 Err 0.8301 top1 25.781 top5 7.812 | Epoch: [22][154/553] Time 2.453 Data 0.001 Err 0.5534 top1 15.625 top5 5.469 | Epoch: [22][155/553] Time 2.441 Data 0.001 Err 0.7838 top1 22.656 top5 5.469 | Epoch: [22][156/553] Time 2.447 Data 0.001 Err 0.9191 top1 27.344 top5 8.594 | Epoch: [22][157/553] Time 2.444 Data 0.001 Err 0.6663 top1 17.188 top5 4.688 | Epoch: [22][158/553] Time 2.445 Data 0.001 Err 0.8759 top1 24.219 top5 4.688 | Epoch: [22][159/553] Time 2.452 Data 0.001 Err 0.6545 top1 18.750 top5 5.469 | Epoch: [22][160/553] Time 2.443 Data 0.001 Err 0.7099 top1 18.750 top5 7.031 | Epoch: [22][161/553] Time 2.463 Data 0.001 Err 0.8423 top1 22.656 top5 7.031 | Epoch: [22][162/553] Time 2.498 Data 0.001 Err 0.6926 top1 18.750 top5 7.812 | Epoch: [22][163/553] Time 2.450 Data 0.001 Err 0.7869 top1 19.531 top5 8.594 | Epoch: [22][164/553] Time 2.452 Data 0.001 Err 0.7546 top1 20.312 top5 7.812 | Epoch: [22][165/553] Time 2.491 Data 0.001 Err 0.8555 top1 25.000 top5 3.906 | Epoch: [22][166/553] Time 2.450 Data 0.001 Err 0.7119 top1 20.312 top5 6.250 | Epoch: [22][167/553] Time 2.445 Data 0.001 Err 0.7328 top1 16.406 top5 6.250 | Epoch: [22][168/553] Time 2.488 Data 0.001 Err 1.0258 top1 26.562 top5 9.375 | Epoch: [22][169/553] Time 2.451 Data 0.001 Err 0.8944 top1 22.656 top5 8.594 | Epoch: [22][170/553] Time 2.442 Data 0.001 Err 1.0607 top1 27.344 top5 8.594 | Epoch: [22][171/553] Time 2.465 Data 0.001 Err 0.7912 top1 21.875 top5 6.250 | Epoch: [22][172/553] Time 2.479 Data 0.001 Err 0.6676 top1 16.406 top5 7.031 | Epoch: [22][173/553] Time 2.472 Data 0.001 Err 0.9044 top1 28.125 top5 5.469 | Epoch: [22][174/553] Time 2.455 Data 0.001 Err 0.8684 top1 25.000 top5 7.812 | Epoch: [22][175/553] Time 2.451 Data 0.001 Err 0.9025 top1 23.438 top5 7.031 | Epoch: [22][176/553] Time 2.490 Data 0.000 Err 0.6113 top1 17.188 top5 4.688 | Epoch: [22][177/553] Time 2.480 Data 0.001 Err 0.7058 top1 21.094 top5 7.031 | Epoch: [22][178/553] Time 2.441 Data 0.000 Err 0.8353 top1 21.094 top5 9.375 | Epoch: [22][179/553] Time 2.510 Data 0.001 Err 0.7416 top1 20.312 top5 3.125 | Epoch: [22][180/553] Time 2.502 Data 0.001 Err 1.0473 top1 25.000 top5 11.719 | Epoch: [22][181/553] Time 2.459 Data 0.001 Err 0.7303 top1 17.188 top5 6.250 | Epoch: [22][182/553] Time 2.447 Data 0.001 Err 0.8742 top1 20.312 top5 9.375 | Epoch: [22][183/553] Time 2.446 Data 0.001 Err 0.7415 top1 20.312 top5 5.469 | Epoch: [22][184/553] Time 2.476 Data 0.001 Err 0.8129 top1 17.969 top5 5.469 | Epoch: [22][185/553] Time 2.464 Data 0.001 Err 0.7154 top1 21.094 top5 5.469 | Epoch: [22][186/553] Time 2.445 Data 0.001 Err 0.8012 top1 20.312 top5 7.812 | Epoch: [22][187/553] Time 2.440 Data 0.001 Err 1.0185 top1 25.000 top5 10.938 | Epoch: [22][188/553] Time 2.523 Data 0.001 Err 0.6177 top1 16.406 top5 3.125 | Epoch: [22][189/553] Time 2.518 Data 0.001 Err 0.9404 top1 25.781 top5 9.375 | Epoch: [22][190/553] Time 2.490 Data 0.001 Err 0.6411 top1 17.188 top5 5.469 | Epoch: [22][191/553] Time 2.483 Data 0.001 Err 0.8231 top1 24.219 top5 6.250 | Epoch: [22][192/553] Time 2.468 Data 0.001 Err 0.7800 top1 24.219 top5 6.250 | Epoch: [22][193/553] Time 2.518 Data 0.000 Err 0.7228 top1 18.750 top5 7.812 | Epoch: [22][194/553] Time 2.445 Data 0.001 Err 0.9907 top1 23.438 top5 10.938 | Epoch: [22][195/553] Time 2.442 Data 0.001 Err 0.7547 top1 19.531 top5 6.250 | Epoch: [22][196/553] Time 2.491 Data 0.001 Err 0.7604 top1 18.750 top5 5.469 | Epoch: [22][197/553] Time 2.440 Data 0.001 Err 0.7245 top1 21.875 top5 7.031 | Epoch: [22][198/553] Time 2.445 Data 0.001 Err 0.7615 top1 19.531 top5 7.812 | Epoch: [22][199/553] Time 2.485 Data 0.001 Err 0.8363 top1 23.438 top5 6.250 | Epoch: [22][200/553] Time 2.514 Data 0.001 Err 0.6933 top1 21.875 top5 5.469 | Epoch: [22][201/553] Time 2.461 Data 0.001 Err 0.8618 top1 24.219 top5 7.031 | Epoch: [22][202/553] Time 2.442 Data 0.001 Err 0.7774 top1 20.312 top5 7.031 | Epoch: [22][203/553] Time 2.453 Data 0.001 Err 0.5931 top1 18.750 top5 4.688 | Epoch: [22][204/553] Time 2.472 Data 0.001 Err 0.8819 top1 25.000 top5 5.469 | Epoch: [22][205/553] Time 2.453 Data 0.001 Err 0.8498 top1 21.875 top5 7.812 | Epoch: [22][206/553] Time 2.480 Data 0.001 Err 0.7494 top1 22.656 top5 3.906 | Epoch: [22][207/553] Time 2.498 Data 0.001 Err 0.6854 top1 21.875 top5 4.688 | Epoch: [22][208/553] Time 2.512 Data 0.001 Err 0.4751 top1 12.500 top5 2.344 | Epoch: [22][209/553] Time 2.448 Data 0.001 Err 0.9003 top1 25.000 top5 6.250 | Epoch: [22][210/553] Time 2.491 Data 0.001 Err 0.7340 top1 16.406 top5 9.375 | Epoch: [22][211/553] Time 2.447 Data 0.001 Err 0.7970 top1 16.406 top5 7.031 | Epoch: [22][212/553] Time 2.509 Data 0.000 Err 0.4270 top1 12.500 top5 1.562 | Epoch: [22][213/553] Time 2.450 Data 0.001 Err 0.8549 top1 23.438 top5 8.594 | Epoch: [22][214/553] Time 2.446 Data 0.001 Err 0.7071 top1 18.750 top5 7.031 | Epoch: [22][215/553] Time 2.450 Data 0.001 Err 0.7438 top1 17.969 top5 8.594 | Epoch: [22][216/553] Time 2.527 Data 0.001 Err 0.9857 top1 24.219 top5 10.156 | Epoch: [22][217/553] Time 2.455 Data 0.001 Err 0.6626 top1 19.531 top5 3.906 | Epoch: [22][218/553] Time 2.478 Data 0.001 Err 1.0033 top1 25.000 top5 7.031 | Epoch: [22][219/553] Time 2.452 Data 0.001 Err 0.9926 top1 28.125 top5 7.031 | Epoch: [22][220/553] Time 2.481 Data 0.001 Err 0.7300 top1 16.406 top5 6.250 | Epoch: [22][221/553] Time 2.454 Data 0.001 Err 0.7381 top1 14.844 top5 3.125 | Epoch: [22][222/553] Time 2.448 Data 0.001 Err 0.6530 top1 17.969 top5 4.688 | Epoch: [22][223/553] Time 2.467 Data 0.001 Err 0.7537 top1 21.875 top5 5.469 | Epoch: [22][224/553] Time 2.483 Data 0.001 Err 1.0688 top1 28.906 top5 11.719 | Epoch: [22][225/553] Time 2.501 Data 0.001 Err 0.7589 top1 21.875 top5 7.031 | Epoch: [22][226/553] Time 2.440 Data 0.001 Err 0.7978 top1 15.625 top5 8.594 | Epoch: [22][227/553] Time 2.472 Data 0.001 Err 0.9791 top1 28.125 top5 10.156 | Epoch: [22][228/553] Time 2.447 Data 0.001 Err 0.7716 top1 19.531 top5 7.812 | Epoch: [22][229/553] Time 2.481 Data 0.001 Err 0.8673 top1 25.000 top5 7.812 | Epoch: [22][230/553] Time 2.448 Data 0.001 Err 0.7454 top1 20.312 top5 6.250 | Epoch: [22][231/553] Time 2.470 Data 0.001 Err 0.5459 top1 12.500 top5 3.906 | Epoch: [22][232/553] Time 2.452 Data 0.001 Err 0.8885 top1 21.094 top5 7.812 | Epoch: [22][233/553] Time 2.450 Data 0.001 Err 0.6830 top1 15.625 top5 3.906 | Epoch: [22][234/553] Time 2.451 Data 0.001 Err 0.5942 top1 19.531 top5 1.562 | Epoch: [22][235/553] Time 2.508 Data 0.001 Err 0.8255 top1 20.312 top5 9.375 | Epoch: [22][236/553] Time 2.453 Data 0.001 Err 0.7780 top1 21.094 top5 5.469 | Epoch: [22][237/553] Time 2.441 Data 0.001 Err 0.7204 top1 21.094 top5 4.688 | Epoch: [22][238/553] Time 2.459 Data 0.001 Err 0.8498 top1 25.000 top5 7.812 | Epoch: [22][239/553] Time 2.520 Data 0.001 Err 0.8051 top1 25.781 top5 5.469 | Epoch: [22][240/553] Time 2.473 Data 0.001 Err 0.8971 top1 23.438 top5 5.469 | Epoch: [22][241/553] Time 2.442 Data 0.001 Err 0.7894 top1 22.656 top5 8.594 | Epoch: [22][242/553] Time 2.479 Data 0.001 Err 0.9614 top1 26.562 top5 8.594 | Epoch: [22][243/553] Time 2.443 Data 0.001 Err 0.7344 top1 20.312 top5 7.812 | Epoch: [22][244/553] Time 2.479 Data 0.001 Err 0.7462 top1 15.625 top5 9.375 | Epoch: [22][245/553] Time 2.439 Data 0.001 Err 0.7555 top1 20.312 top5 5.469 | Epoch: [22][246/553] Time 2.442 Data 0.001 Err 0.8453 top1 23.438 top5 6.250 | Epoch: [22][247/553] Time 2.456 Data 0.001 Err 0.7593 top1 20.312 top5 6.250 | Epoch: [22][248/553] Time 2.486 Data 0.001 Err 0.7374 top1 24.219 top5 5.469 | Epoch: [22][249/553] Time 2.444 Data 0.001 Err 0.8576 top1 23.438 top5 6.250 | Epoch: [22][250/553] Time 2.447 Data 0.001 Err 0.7648 top1 20.312 top5 7.031 | Epoch: [22][251/553] Time 2.441 Data 0.001 Err 0.6220 top1 17.969 top5 5.469 | Epoch: [22][252/553] Time 2.501 Data 0.001 Err 0.6654 top1 25.000 top5 4.688 | Epoch: [22][253/553] Time 2.506 Data 0.001 Err 0.8346 top1 21.094 top5 6.250 | Epoch: [22][254/553] Time 2.473 Data 0.001 Err 0.6539 top1 17.188 top5 4.688 | Epoch: [22][255/553] Time 2.465 Data 0.001 Err 0.8262 top1 25.000 top5 7.031 | Epoch: [22][256/553] Time 2.435 Data 0.001 Err 0.8526 top1 21.094 top5 8.594 | Epoch: [22][257/553] Time 2.447 Data 0.001 Err 0.6683 top1 19.531 top5 6.250 | Epoch: [22][258/553] Time 2.438 Data 0.001 Err 0.9121 top1 22.656 top5 5.469 | Epoch: [22][259/553] Time 2.467 Data 0.001 Err 0.8859 top1 24.219 top5 7.812 | Epoch: [22][260/553] Time 2.500 Data 0.001 Err 0.7441 top1 17.969 top5 7.812 | Epoch: [22][261/553] Time 2.446 Data 0.001 Err 0.7955 top1 25.000 top5 4.688 | Epoch: [22][262/553] Time 2.441 Data 0.001 Err 0.9189 top1 25.781 top5 7.812 | Epoch: [22][263/553] Time 2.439 Data 0.001 Err 0.7273 top1 17.969 top5 4.688 | Epoch: [22][264/553] Time 2.436 Data 0.001 Err 0.8486 top1 20.312 top5 7.812 | Epoch: [22][265/553] Time 2.460 Data 0.001 Err 0.8102 top1 24.219 top5 6.250 | Epoch: [22][266/553] Time 2.476 Data 0.001 Err 0.7728 top1 22.656 top5 6.250 | Epoch: [22][267/553] Time 2.442 Data 0.001 Err 0.9472 top1 28.906 top5 9.375 | Epoch: [22][268/553] Time 2.469 Data 0.001 Err 0.9574 top1 28.125 top5 10.938 | Epoch: [22][269/553] Time 2.438 Data 0.001 Err 0.6115 top1 17.188 top5 3.906 | Epoch: [22][270/553] Time 2.438 Data 0.001 Err 0.7265 top1 19.531 top5 6.250 | Epoch: [22][271/553] Time 2.453 Data 0.001 Err 1.0100 top1 22.656 top5 11.719 | Epoch: [22][272/553] Time 2.480 Data 0.001 Err 0.9176 top1 22.656 top5 9.375 | Epoch: [22][273/553] Time 2.440 Data 0.001 Err 0.6186 top1 16.406 top5 3.125 | Epoch: [22][274/553] Time 2.441 Data 0.001 Err 0.7656 top1 22.656 top5 5.469 | Epoch: [22][275/553] Time 2.465 Data 0.001 Err 0.7683 top1 22.656 top5 7.031 | Epoch: [22][276/553] Time 2.468 Data 0.001 Err 1.0079 top1 24.219 top5 10.938 | Epoch: [22][277/553] Time 2.437 Data 0.001 Err 0.7251 top1 23.438 top5 4.688 | Epoch: [22][278/553] Time 2.438 Data 0.001 Err 0.7772 top1 21.094 top5 7.812 | Epoch: [22][279/553] Time 2.467 Data 0.001 Err 0.7061 top1 18.750 top5 4.688 | Epoch: [22][280/553] Time 2.462 Data 0.001 Err 0.8095 top1 22.656 top5 8.594 | Epoch: [22][281/553] Time 2.429 Data 0.001 Err 0.7725 top1 25.000 top5 3.906 | Epoch: [22][282/553] Time 2.444 Data 0.001 Err 1.0266 top1 28.125 top5 7.812 | Epoch: [22][283/553] Time 2.440 Data 0.001 Err 0.6693 top1 19.531 top5 4.688 | Epoch: [22][284/553] Time 2.463 Data 0.001 Err 0.8984 top1 25.000 top5 10.938 | Epoch: [22][285/553] Time 2.492 Data 0.001 Err 0.8260 top1 20.312 top5 10.938 | Epoch: [22][286/553] Time 2.450 Data 0.001 Err 0.7074 top1 20.312 top5 6.250 | Epoch: [22][287/553] Time 2.441 Data 0.001 Err 0.7529 top1 21.875 top5 4.688 | Epoch: [22][288/553] Time 2.470 Data 0.001 Err 0.9140 top1 26.562 top5 7.812 | Epoch: [22][289/553] Time 2.440 Data 0.000 Err 0.8257 top1 24.219 top5 10.938 | Epoch: [22][290/553] Time 2.436 Data 0.001 Err 0.7180 top1 20.312 top5 5.469 | Epoch: [22][291/553] Time 2.455 Data 0.001 Err 0.7051 top1 20.312 top5 3.906 | Epoch: [22][292/553] Time 2.435 Data 0.001 Err 0.7773 top1 24.219 top5 5.469 | Epoch: [22][293/553] Time 2.508 Data 0.001 Err 0.8829 top1 29.688 top5 7.812 | Epoch: [22][294/553] Time 2.455 Data 0.001 Err 0.6133 top1 16.406 top5 3.125 | Epoch: [22][295/553] Time 2.507 Data 0.001 Err 0.8283 top1 20.312 top5 7.812 | Epoch: [22][296/553] Time 2.436 Data 0.001 Err 0.7126 top1 18.750 top5 6.250 | Epoch: [22][297/553] Time 2.434 Data 0.001 Err 0.7254 top1 22.656 top5 7.031 | Epoch: [22][298/553] Time 2.442 Data 0.001 Err 1.0227 top1 28.125 top5 10.938 | Epoch: [22][299/553] Time 2.439 Data 0.001 Err 0.7136 top1 19.531 top5 5.469 | Epoch: [22][300/553] Time 2.482 Data 0.000 Err 0.9051 top1 27.344 top5 6.250 | Epoch: [22][301/553] Time 2.442 Data 0.001 Err 0.7672 top1 22.656 top5 7.812 | Epoch: [22][302/553] Time 2.435 Data 0.001 Err 0.7269 top1 21.875 top5 7.812 | Epoch: [22][303/553] Time 2.443 Data 0.001 Err 1.0467 top1 25.000 top5 8.594 | Epoch: [22][304/553] Time 2.451 Data 0.001 Err 0.8136 top1 21.875 top5 8.594 | Epoch: [22][305/553] Time 2.515 Data 0.001 Err 0.7009 top1 20.312 top5 7.812 | Epoch: [22][306/553] Time 2.445 Data 0.001 Err 0.6172 top1 16.406 top5 3.906 | Epoch: [22][307/553] Time 2.471 Data 0.001 Err 1.0165 top1 26.562 top5 9.375 | Epoch: [22][308/553] Time 2.451 Data 0.001 Err 0.7938 top1 21.875 top5 7.031 | Epoch: [22][309/553] Time 2.446 Data 0.001 Err 0.7393 top1 21.094 top5 5.469 | Epoch: [22][310/553] Time 2.452 Data 0.001 Err 0.7766 top1 21.094 top5 3.125 | Epoch: [22][311/553] Time 2.459 Data 0.001 Err 0.8177 top1 21.875 top5 10.156 | Epoch: [22][312/553] Time 2.446 Data 0.001 Err 0.7139 top1 21.094 top5 5.469 | Epoch: [22][313/553] Time 2.456 Data 0.001 Err 0.8061 top1 21.875 top5 4.688 | Epoch: [22][314/553] Time 2.451 Data 0.001 Err 0.7624 top1 14.062 top5 7.031 | Epoch: [22][315/553] Time 2.464 Data 0.001 Err 0.7885 top1 22.656 top5 4.688 | Epoch: [22][316/553] Time 2.438 Data 0.001 Err 0.7014 top1 18.750 top5 5.469 | Epoch: [22][317/553] Time 2.482 Data 0.000 Err 0.9169 top1 24.219 top5 10.156 | Epoch: [22][318/553] Time 2.453 Data 0.001 Err 0.8048 top1 21.875 top5 7.031 | Epoch: [22][319/553] Time 2.441 Data 0.001 Err 1.0810 top1 29.688 top5 9.375 | Epoch: [22][320/553] Time 2.443 Data 0.001 Err 0.8048 top1 23.438 top5 7.031 | Epoch: [22][321/553] Time 2.437 Data 0.001 Err 0.7199 top1 17.188 top5 5.469 | Epoch: [22][322/553] Time 2.432 Data 0.001 Err 0.9646 top1 25.000 top5 10.938 | Epoch: [22][323/553] Time 2.444 Data 0.001 Err 0.6803 top1 23.438 top5 6.250 | Epoch: [22][324/553] Time 2.462 Data 0.001 Err 0.6299 top1 16.406 top5 5.469 | Epoch: [22][325/553] Time 2.441 Data 0.001 Err 0.7134 top1 23.438 top5 4.688 | Epoch: [22][326/553] Time 2.445 Data 0.001 Err 0.7702 top1 17.969 top5 7.031 | Epoch: [22][327/553] Time 2.515 Data 0.001 Err 0.7585 top1 19.531 top5 5.469 | Epoch: [22][328/553] Time 2.507 Data 0.001 Err 0.6547 top1 15.625 top5 5.469 | Epoch: [22][329/553] Time 2.445 Data 0.001 Err 0.6526 top1 17.188 top5 6.250 | Epoch: [22][330/553] Time 2.433 Data 0.001 Err 0.6823 top1 18.750 top5 4.688 | Epoch: [22][331/553] Time 2.468 Data 0.001 Err 0.8457 top1 23.438 top5 7.812 | Epoch: [22][332/553] Time 2.457 Data 0.001 Err 0.9606 top1 24.219 top5 7.031 | Epoch: [22][333/553] Time 2.442 Data 0.001 Err 0.9528 top1 21.094 top5 10.156 | Epoch: [22][334/553] Time 2.440 Data 0.001 Err 0.7807 top1 22.656 top5 7.812 | Epoch: [22][335/553] Time 2.438 Data 0.001 Err 0.7458 top1 20.312 top5 6.250 | Epoch: [22][336/553] Time 2.462 Data 0.001 Err 0.6311 top1 14.844 top5 3.125 | Epoch: [22][337/553] Time 2.437 Data 0.000 Err 0.7064 top1 20.312 top5 4.688 | Epoch: [22][338/553] Time 2.453 Data 0.001 Err 0.7589 top1 23.438 top5 5.469 | Epoch: [22][339/553] Time 2.487 Data 0.001 Err 0.7419 top1 21.875 top5 4.688 | Epoch: [22][340/553] Time 2.454 Data 0.001 Err 0.7716 top1 18.750 top5 7.812 | Epoch: [22][341/553] Time 2.479 Data 0.001 Err 0.8360 top1 25.000 top5 8.594 | Epoch: [22][342/553] Time 2.478 Data 0.001 Err 0.7728 top1 22.656 top5 7.812 | Epoch: [22][343/553] Time 2.474 Data 0.001 Err 0.7127 top1 19.531 top5 4.688 | Epoch: [22][344/553] Time 2.440 Data 0.001 Err 0.6581 top1 17.188 top5 6.250 | Epoch: [22][345/553] Time 2.461 Data 0.001 Err 0.8390 top1 23.438 top5 7.031 | Epoch: [22][346/553] Time 2.438 Data 0.001 Err 0.8287 top1 21.094 top5 7.812 | Epoch: [22][347/553] Time 2.466 Data 0.001 Err 0.6687 top1 17.969 top5 2.344 | Epoch: [22][348/553] Time 2.472 Data 0.001 Err 0.9315 top1 26.562 top5 7.812 | Epoch: [22][349/553] Time 2.446 Data 0.001 Err 0.9526 top1 21.875 top5 13.281 | Epoch: [22][350/553] Time 2.441 Data 0.001 Err 0.7408 top1 24.219 top5 6.250 | Epoch: [22][351/553] Time 2.470 Data 0.001 Err 0.5951 top1 13.281 top5 3.906 | Epoch: [22][352/553] Time 2.486 Data 0.001 Err 0.8322 top1 21.875 top5 6.250 | Epoch: [22][353/553] Time 2.458 Data 0.001 Err 0.7125 top1 19.531 top5 6.250 | Epoch: [22][354/553] Time 2.442 Data 0.001 Err 0.9695 top1 26.562 top5 11.719 | Epoch: [22][355/553] Time 2.468 Data 0.001 Err 0.7111 top1 18.750 top5 4.688 | Epoch: [22][356/553] Time 2.482 Data 0.001 Err 0.6548 top1 17.188 top5 3.906 | Epoch: [22][357/553] Time 2.445 Data 0.001 Err 0.6261 top1 14.062 top5 4.688 | Epoch: [22][358/553] Time 2.479 Data 0.001 Err 0.8757 top1 24.219 top5 7.031 | Epoch: [22][359/553] Time 2.468 Data 0.001 Err 0.7911 top1 21.094 top5 7.812 | Epoch: [22][360/553] Time 2.468 Data 0.001 Err 0.9222 top1 24.219 top5 7.812 | Epoch: [22][361/553] Time 2.458 Data 0.001 Err 0.7686 top1 20.312 top5 7.812 | Epoch: [22][362/553] Time 2.435 Data 0.001 Err 0.7178 top1 22.656 top5 5.469 | Epoch: [22][363/553] Time 2.477 Data 0.001 Err 1.0437 top1 29.688 top5 10.156 | Epoch: [22][364/553] Time 2.478 Data 0.001 Err 0.6082 top1 15.625 top5 4.688 | Epoch: [22][365/553] Time 2.451 Data 0.001 Err 0.8147 top1 18.750 top5 7.031 | Epoch: [22][366/553] Time 2.449 Data 0.000 Err 0.7290 top1 20.312 top5 6.250 | Epoch: [22][367/553] Time 2.448 Data 0.001 Err 0.6583 top1 20.312 top5 4.688 | Epoch: [22][368/553] Time 2.467 Data 0.001 Err 0.7814 top1 22.656 top5 7.812 | Epoch: [22][369/553] Time 2.461 Data 0.001 Err 0.7147 top1 16.406 top5 7.812 | Epoch: [22][370/553] Time 2.447 Data 0.001 Err 0.8608 top1 22.656 top5 7.031 | Epoch: [22][371/553] Time 2.440 Data 0.001 Err 0.8302 top1 19.531 top5 7.812 | Epoch: [22][372/553] Time 2.458 Data 0.001 Err 0.9114 top1 28.125 top5 5.469 | Epoch: [22][373/553] Time 2.478 Data 0.001 Err 0.6809 top1 19.531 top5 4.688 | Epoch: [22][374/553] Time 2.443 Data 0.001 Err 0.6920 top1 17.969 top5 3.906 | Epoch: [22][375/553] Time 2.469 Data 0.001 Err 0.8547 top1 23.438 top5 5.469 | Epoch: [22][376/553] Time 2.468 Data 0.001 Err 1.0302 top1 28.125 top5 9.375 | Epoch: [22][377/553] Time 2.452 Data 0.001 Err 0.7991 top1 21.094 top5 5.469 | Epoch: [22][378/553] Time 2.438 Data 0.001 Err 0.6303 top1 17.969 top5 3.906 | Epoch: [22][379/553] Time 2.463 Data 0.001 Err 0.7072 top1 18.750 top5 7.031 | Epoch: [22][380/553] Time 2.439 Data 0.001 Err 0.9112 top1 25.781 top5 5.469 | Epoch: [22][381/553] Time 2.440 Data 0.001 Err 0.9000 top1 25.781 top5 8.594 | Epoch: [22][382/553] Time 2.440 Data 0.001 Err 0.9893 top1 23.438 top5 7.031 | Epoch: [22][383/553] Time 2.464 Data 0.001 Err 0.8043 top1 21.875 top5 4.688 | Epoch: [22][384/553] Time 2.449 Data 0.001 Err 0.8787 top1 24.219 top5 8.594 | Epoch: [22][385/553] Time 2.458 Data 0.001 Err 0.9306 top1 28.125 top5 8.594 | Epoch: [22][386/553] Time 2.439 Data 0.001 Err 0.7667 top1 20.312 top5 7.812 | Epoch: [22][387/553] Time 2.474 Data 0.001 Err 0.7632 top1 21.875 top5 7.031 | Epoch: [22][388/553] Time 2.456 Data 0.001 Err 0.6537 top1 17.969 top5 3.906 | Epoch: [22][389/553] Time 2.447 Data 0.001 Err 0.8875 top1 17.969 top5 7.031 | Epoch: [22][390/553] Time 2.438 Data 0.001 Err 0.7349 top1 17.969 top5 3.906 | Epoch: [22][391/553] Time 2.438 Data 0.001 Err 0.8848 top1 22.656 top5 6.250 | Epoch: [22][392/553] Time 2.478 Data 0.001 Err 1.0455 top1 31.250 top5 4.688 | Epoch: [22][393/553] Time 2.472 Data 0.001 Err 0.7351 top1 18.750 top5 5.469 | Epoch: [22][394/553] Time 2.452 Data 0.001 Err 0.8395 top1 27.344 top5 7.812 | Epoch: [22][395/553] Time 2.461 Data 0.001 Err 0.7360 top1 20.312 top5 5.469 | Epoch: [22][396/553] Time 2.468 Data 0.001 Err 0.6145 top1 15.625 top5 6.250 | Epoch: [22][397/553] Time 2.449 Data 0.001 Err 0.7497 top1 22.656 top5 6.250 | Epoch: [22][398/553] Time 2.446 Data 0.001 Err 1.0031 top1 25.781 top5 9.375 | Epoch: [22][399/553] Time 2.467 Data 0.001 Err 0.9137 top1 26.562 top5 6.250 | Epoch: [22][400/553] Time 2.470 Data 0.001 Err 0.7381 top1 21.875 top5 5.469 | Epoch: [22][401/553] Time 2.465 Data 0.001 Err 0.7348 top1 19.531 top5 7.031 | Epoch: [22][402/553] Time 2.444 Data 0.001 Err 0.8133 top1 24.219 top5 4.688 | Epoch: [22][403/553] Time 2.466 Data 0.001 Err 0.8252 top1 24.219 top5 7.031 | Epoch: [22][404/553] Time 2.476 Data 0.000 Err 0.7460 top1 21.875 top5 4.688 | Epoch: [22][405/553] Time 2.491 Data 0.001 Err 0.6541 top1 21.094 top5 3.125 | Epoch: [22][406/553] Time 2.444 Data 0.001 Err 0.9580 top1 27.344 top5 7.031 | Epoch: [22][407/553] Time 2.437 Data 0.001 Err 0.7621 top1 21.875 top5 5.469 | Epoch: [22][408/553] Time 2.456 Data 0.001 Err 0.8928 top1 26.562 top5 9.375 | Epoch: [22][409/553] Time 2.442 Data 0.001 Err 0.6902 top1 17.969 top5 8.594 | Epoch: [22][410/553] Time 2.522 Data 0.001 Err 0.6039 top1 16.406 top5 4.688 | Epoch: [22][411/553] Time 2.462 Data 0.001 Err 0.6915 top1 19.531 top5 4.688 | Epoch: [22][412/553] Time 2.447 Data 0.001 Err 0.7149 top1 17.969 top5 7.031 | Epoch: [22][413/553] Time 2.450 Data 0.001 Err 0.7613 top1 18.750 top5 7.812 | Epoch: [22][414/553] Time 2.442 Data 0.000 Err 0.7414 top1 19.531 top5 6.250 | Epoch: [22][415/553] Time 2.461 Data 0.001 Err 1.0322 top1 25.781 top5 10.938 | Epoch: [22][416/553] Time 2.458 Data 0.001 Err 0.8423 top1 28.125 top5 8.594 | Epoch: [22][417/553] Time 2.486 Data 0.001 Err 0.7184 top1 15.625 top5 7.812 | Epoch: [22][418/553] Time 2.490 Data 0.001 Err 0.6452 top1 14.062 top5 4.688 | Epoch: [22][419/553] Time 2.447 Data 0.001 Err 0.7136 top1 19.531 top5 5.469 | Epoch: [22][420/553] Time 2.442 Data 0.001 Err 0.8847 top1 22.656 top5 7.812 | Epoch: [22][421/553] Time 2.451 Data 0.001 Err 0.7263 top1 15.625 top5 7.031 | Epoch: [22][422/553] Time 2.440 Data 0.001 Err 0.7424 top1 21.094 top5 5.469 | Epoch: [22][423/553] Time 2.500 Data 0.001 Err 0.9429 top1 25.000 top5 8.594 | Epoch: [22][424/553] Time 2.512 Data 0.001 Err 0.7339 top1 20.312 top5 6.250 | Epoch: [22][425/553] Time 2.451 Data 0.001 Err 0.8766 top1 25.000 top5 7.812 | Epoch: [22][426/553] Time 2.436 Data 0.001 Err 0.7489 top1 21.094 top5 4.688 | Epoch: [22][427/553] Time 2.474 Data 0.001 Err 0.8285 top1 23.438 top5 7.031 | Epoch: [22][428/553] Time 2.437 Data 0.001 Err 0.7890 top1 20.312 top5 5.469 | Epoch: [22][429/553] Time 2.511 Data 0.001 Err 1.1882 top1 31.250 top5 10.156 | Epoch: [22][430/553] Time 2.443 Data 0.001 Err 1.0376 top1 27.344 top5 12.500 | Epoch: [22][431/553] Time 2.515 Data 0.001 Err 0.5711 top1 17.188 top5 2.344 | Epoch: [22][432/553] Time 2.449 Data 0.001 Err 0.6588 top1 18.750 top5 5.469 | Epoch: [22][433/553] Time 2.477 Data 0.001 Err 0.5129 top1 16.406 top5 2.344 | Epoch: [22][434/553] Time 2.445 Data 0.001 Err 0.6541 top1 19.531 top5 3.125 | Epoch: [22][435/553] Time 2.470 Data 0.001 Err 0.9849 top1 26.562 top5 8.594 | Epoch: [22][436/553] Time 2.466 Data 0.001 Err 0.8469 top1 21.875 top5 4.688 | Epoch: [22][437/553] Time 2.466 Data 0.001 Err 0.7522 top1 17.969 top5 3.906 | Epoch: [22][438/553] Time 2.451 Data 0.001 Err 0.8455 top1 20.312 top5 7.031 | Epoch: [22][439/553] Time 2.444 Data 0.001 Err 0.9091 top1 25.000 top5 7.031 | Epoch: [22][440/553] Time 2.435 Data 0.001 Err 0.8406 top1 21.875 top5 5.469 | Epoch: [22][441/553] Time 2.466 Data 0.001 Err 0.7743 top1 21.875 top5 5.469 | Epoch: [22][442/553] Time 2.467 Data 0.001 Err 0.7313 top1 19.531 top5 7.812 | Epoch: [22][443/553] Time 2.502 Data 0.001 Err 0.9487 top1 21.094 top5 9.375 | Epoch: [22][444/553] Time 2.468 Data 0.001 Err 0.6396 top1 15.625 top5 3.906 | Epoch: [22][445/553] Time 2.512 Data 0.001 Err 0.7664 top1 18.750 top5 7.812 | Epoch: [22][446/553] Time 2.443 Data 0.001 Err 0.7520 top1 21.875 top5 9.375 | Epoch: [22][447/553] Time 2.446 Data 0.001 Err 0.9379 top1 25.000 top5 6.250 | Epoch: [22][448/553] Time 2.460 Data 0.001 Err 0.7641 top1 20.312 top5 4.688 | Epoch: [22][449/553] Time 2.457 Data 0.001 Err 0.8279 top1 25.000 top5 7.031 | Epoch: [22][450/553] Time 2.468 Data 0.001 Err 0.6483 top1 16.406 top5 5.469 | Epoch: [22][451/553] Time 2.440 Data 0.001 Err 0.8744 top1 23.438 top5 7.031 | Epoch: [22][452/553] Time 2.471 Data 0.001 Err 0.8885 top1 27.344 top5 5.469 | Epoch: [22][453/553] Time 2.512 Data 0.001 Err 0.9404 top1 30.469 top5 8.594 | Epoch: [22][454/553] Time 2.446 Data 0.001 Err 0.6476 top1 16.406 top5 4.688 | Epoch: [22][455/553] Time 2.461 Data 0.001 Err 0.8213 top1 21.094 top5 7.812 | Epoch: [22][456/553] Time 2.440 Data 0.001 Err 0.6523 top1 18.750 top5 4.688 | Epoch: [22][457/553] Time 2.449 Data 0.001 Err 0.6910 top1 21.875 top5 3.906 | Epoch: [22][458/553] Time 2.446 Data 0.001 Err 0.8958 top1 23.438 top5 7.031 | Epoch: [22][459/553] Time 2.503 Data 0.001 Err 0.9147 top1 23.438 top5 8.594 | Epoch: [22][460/553] Time 2.466 Data 0.001 Err 0.8156 top1 25.781 top5 4.688 | Epoch: [22][461/553] Time 2.478 Data 0.001 Err 0.8385 top1 21.094 top5 5.469 | Epoch: [22][462/553] Time 2.450 Data 0.001 Err 0.8675 top1 21.875 top5 5.469 | Epoch: [22][463/553] Time 2.470 Data 0.001 Err 0.7451 top1 21.094 top5 5.469 | Epoch: [22][464/553] Time 2.461 Data 0.001 Err 0.8681 top1 23.438 top5 8.594 | Epoch: [22][465/553] Time 2.453 Data 0.001 Err 0.6703 top1 16.406 top5 5.469 | Epoch: [22][466/553] Time 2.437 Data 0.001 Err 0.6328 top1 17.969 top5 7.031 | Epoch: [22][467/553] Time 2.443 Data 0.001 Err 0.9628 top1 25.781 top5 8.594 | Epoch: [22][468/553] Time 2.446 Data 0.001 Err 0.7846 top1 24.219 top5 3.125 | Epoch: [22][469/553] Time 2.463 Data 0.001 Err 0.7708 top1 20.312 top5 7.812 | Epoch: [22][470/553] Time 2.448 Data 0.001 Err 0.6504 top1 16.406 top5 4.688 | Epoch: [22][471/553] Time 2.442 Data 0.001 Err 0.5958 top1 16.406 top5 2.344 | Epoch: [22][472/553] Time 2.504 Data 0.001 Err 0.8128 top1 25.000 top5 6.250 | Epoch: [22][473/553] Time 2.458 Data 0.001 Err 0.8593 top1 22.656 top5 7.812 | Epoch: [22][474/553] Time 2.447 Data 0.001 Err 0.7379 top1 21.875 top5 4.688 | Epoch: [22][475/553] Time 2.443 Data 0.001 Err 0.8425 top1 24.219 top5 7.031 | Epoch: [22][476/553] Time 2.495 Data 0.001 Err 0.9519 top1 26.562 top5 10.156 | Epoch: [22][477/553] Time 2.468 Data 0.001 Err 0.6897 top1 20.312 top5 4.688 | Epoch: [22][478/553] Time 2.434 Data 0.001 Err 0.6166 top1 14.062 top5 5.469 | Epoch: [22][479/553] Time 2.445 Data 0.001 Err 0.7135 top1 22.656 top5 6.250 | Epoch: [22][480/553] Time 2.511 Data 0.001 Err 0.9144 top1 24.219 top5 6.250 | Epoch: [22][481/553] Time 2.466 Data 0.001 Err 0.8226 top1 24.219 top5 6.250 | Epoch: [22][482/553] Time 2.442 Data 0.001 Err 0.6466 top1 18.750 top5 4.688 | Epoch: [22][483/553] Time 2.443 Data 0.001 Err 0.6151 top1 17.188 top5 4.688 | Epoch: [22][484/553] Time 2.441 Data 0.001 Err 0.8926 top1 26.562 top5 5.469 | Epoch: [22][485/553] Time 2.526 Data 0.001 Err 0.9936 top1 27.344 top5 9.375 | Epoch: [22][486/553] Time 2.440 Data 0.001 Err 0.7745 top1 23.438 top5 7.031 | Epoch: [22][487/553] Time 2.449 Data 0.001 Err 0.9305 top1 27.344 top5 7.812 | Epoch: [22][488/553] Time 2.459 Data 0.001 Err 0.9347 top1 26.562 top5 10.938 | Epoch: [22][489/553] Time 2.481 Data 0.001 Err 0.7903 top1 20.312 top5 7.031 | Epoch: [22][490/553] Time 2.487 Data 0.001 Err 0.7066 top1 17.969 top5 6.250 | Epoch: [22][491/553] Time 2.461 Data 0.001 Err 0.7178 top1 20.312 top5 6.250 | Epoch: [22][492/553] Time 2.438 Data 0.001 Err 0.8237 top1 23.438 top5 6.250 | Epoch: [22][493/553] Time 2.469 Data 0.001 Err 0.8942 top1 22.656 top5 4.688 | Epoch: [22][494/553] Time 2.453 Data 0.001 Err 0.8133 top1 21.094 top5 3.906 | Epoch: [22][495/553] Time 2.513 Data 0.001 Err 1.0887 top1 29.688 top5 9.375 | Epoch: [22][496/553] Time 2.440 Data 0.001 Err 0.8701 top1 24.219 top5 5.469 | Epoch: [22][497/553] Time 2.463 Data 0.001 Err 0.7643 top1 20.312 top5 3.906 | Epoch: [22][498/553] Time 2.445 Data 0.001 Err 0.7833 top1 22.656 top5 4.688 | Epoch: [22][499/553] Time 2.518 Data 0.001 Err 1.1817 top1 28.906 top5 11.719 | Epoch: [22][500/553] Time 2.504 Data 0.001 Err 0.8670 top1 23.438 top5 7.031 | Epoch: [22][501/553] Time 2.501 Data 0.001 Err 0.6759 top1 16.406 top5 7.031 | Epoch: [22][502/553] Time 2.451 Data 0.001 Err 0.8149 top1 20.312 top5 8.594 | Epoch: [22][503/553] Time 2.484 Data 0.001 Err 1.0709 top1 28.125 top5 9.375 | Epoch: [22][504/553] Time 2.497 Data 0.001 Err 0.9770 top1 22.656 top5 7.812 | Epoch: [22][505/553] Time 2.440 Data 0.001 Err 0.7669 top1 22.656 top5 5.469 | Epoch: [22][506/553] Time 2.433 Data 0.001 Err 0.9003 top1 24.219 top5 6.250 | Epoch: [22][507/553] Time 2.465 Data 0.001 Err 0.8922 top1 27.344 top5 5.469 | Epoch: [22][508/553] Time 2.445 Data 0.001 Err 0.7339 top1 19.531 top5 3.906 | Epoch: [22][509/553] Time 2.449 Data 0.001 Err 0.9172 top1 21.875 top5 10.938 | Epoch: [22][510/553] Time 2.449 Data 0.001 Err 0.6101 top1 15.625 top5 3.906 | Epoch: [22][511/553] Time 2.438 Data 0.001 Err 0.6837 top1 17.969 top5 4.688 | Epoch: [22][512/553] Time 2.450 Data 0.001 Err 0.7885 top1 21.875 top5 6.250 | Epoch: [22][513/553] Time 2.437 Data 0.001 Err 1.1030 top1 26.562 top5 10.938 | Epoch: [22][514/553] Time 2.453 Data 0.001 Err 0.8346 top1 19.531 top5 9.375 | Epoch: [22][515/553] Time 2.460 Data 0.001 Err 0.7069 top1 17.188 top5 7.031 | Epoch: [22][516/553] Time 2.448 Data 0.001 Err 0.7945 top1 17.969 top5 5.469 | Epoch: [22][517/553] Time 2.448 Data 0.001 Err 0.8293 top1 21.094 top5 7.031 | Epoch: [22][518/553] Time 2.432 Data 0.001 Err 0.8163 top1 21.094 top5 8.594 | Epoch: [22][519/553] Time 2.523 Data 0.000 Err 0.7759 top1 22.656 top5 7.812 | Epoch: [22][520/553] Time 2.437 Data 0.001 Err 0.9855 top1 23.438 top5 7.031 | Epoch: [22][521/553] Time 2.454 Data 0.001 Err 0.7415 top1 17.188 top5 7.812 | Epoch: [22][522/553] Time 2.436 Data 0.001 Err 0.8786 top1 27.344 top5 7.031 | Epoch: [22][523/553] Time 2.468 Data 0.001 Err 0.7124 top1 14.062 top5 4.688 | Epoch: [22][524/553] Time 2.466 Data 0.001 Err 0.7343 top1 17.188 top5 7.812 | Epoch: [22][525/553] Time 2.433 Data 0.001 Err 0.5504 top1 13.281 top5 4.688 | Epoch: [22][526/553] Time 2.443 Data 0.001 Err 0.8860 top1 22.656 top5 7.812 | Epoch: [22][527/553] Time 2.511 Data 0.001 Err 0.6737 top1 15.625 top5 6.250 | Epoch: [22][528/553] Time 2.477 Data 0.001 Err 0.8660 top1 25.781 top5 6.250 | Epoch: [22][529/553] Time 2.480 Data 0.001 Err 1.1165 top1 29.688 top5 12.500 | Epoch: [22][530/553] Time 2.444 Data 0.001 Err 0.7975 top1 21.875 top5 7.031 | Epoch: [22][531/553] Time 2.443 Data 0.001 Err 0.5570 top1 15.625 top5 3.906 | Epoch: [22][532/553] Time 2.464 Data 0.001 Err 0.9867 top1 23.438 top5 12.500 | Epoch: [22][533/553] Time 2.506 Data 0.001 Err 0.7797 top1 24.219 top5 3.906 | Epoch: [22][534/553] Time 2.452 Data 0.001 Err 0.7866 top1 26.562 top5 7.031 | Epoch: [22][535/553] Time 2.448 Data 0.001 Err 0.9579 top1 25.781 top5 8.594 | Epoch: [22][536/553] Time 2.480 Data 0.001 Err 0.9728 top1 25.000 top5 9.375 | Epoch: [22][537/553] Time 2.473 Data 0.001 Err 0.7560 top1 18.750 top5 7.031 | Epoch: [22][538/553] Time 2.452 Data 0.001 Err 0.8201 top1 23.438 top5 6.250 | Epoch: [22][539/553] Time 2.435 Data 0.001 Err 0.9136 top1 25.000 top5 8.594 | Epoch: [22][540/553] Time 2.507 Data 0.001 Err 0.6988 top1 20.312 top5 3.906 | Epoch: [22][541/553] Time 2.509 Data 0.001 Err 0.6715 top1 18.750 top5 3.906 | Epoch: [22][542/553] Time 2.443 Data 0.001 Err 0.7394 top1 20.312 top5 3.125 | Epoch: [22][543/553] Time 2.498 Data 0.000 Err 0.6613 top1 15.625 top5 3.906 | Epoch: [22][544/553] Time 2.443 Data 0.000 Err 0.7322 top1 17.188 top5 7.812 | Epoch: [22][545/553] Time 2.466 Data 0.000 Err 0.6311 top1 15.625 top5 5.469 | Epoch: [22][546/553] Time 2.435 Data 0.000 Err 0.8161 top1 19.531 top5 7.031 | Epoch: [22][547/553] Time 2.443 Data 0.000 Err 0.8529 top1 24.219 top5 10.156 | Epoch: [22][548/553] Time 2.434 Data 0.000 Err 0.7049 top1 18.750 top5 6.250 | Epoch: [22][549/553] Time 2.439 Data 0.000 Err 0.8257 top1 21.094 top5 10.156 | Epoch: [22][550/553] Time 2.439 Data 0.000 Err 0.6702 top1 21.094 top5 6.250 | Epoch: [22][551/553] Time 2.435 Data 0.000 Err 0.9541 top1 29.688 top5 6.250 | Epoch: [22][552/553] Time 2.439 Data 0.000 Err 0.8335 top1 24.219 top5 7.812 | Epoch: [22][553/553] Time 1.024 Data 0.000 Err 0.8948 top1 18.182 top5 6.818 | Test: [22][1/198] Time 2.346 Data 1.627 top1 30.469 ( 30.469) top5 9.375 ( 9.375) | Test: [22][2/198] Time 0.721 Data 0.001 top1 32.812 ( 31.641) top5 11.719 ( 10.547) | Test: [22][3/198] Time 0.715 Data 0.000 top1 35.156 ( 32.812) top5 7.812 ( 9.635) | Test: [22][4/198] Time 0.722 Data 0.001 top1 34.375 ( 33.203) top5 15.625 ( 11.133) | Test: [22][5/198] Time 0.731 Data 0.001 top1 35.156 ( 33.594) top5 11.719 ( 11.250) | Test: [22][6/198] Time 0.745 Data 0.000 top1 36.719 ( 34.115) top5 12.500 ( 11.458) | Test: [22][7/198] Time 0.723 Data 0.001 top1 35.938 ( 34.375) top5 13.281 ( 11.719) | Test: [22][8/198] Time 0.722 Data 0.001 top1 26.562 ( 33.398) top5 10.938 ( 11.621) | Test: [22][9/198] Time 0.721 Data 0.001 top1 26.562 ( 32.639) top5 10.156 ( 11.458) | Test: [22][10/198] Time 0.712 Data 0.001 top1 32.031 ( 32.578) top5 15.625 ( 11.875) | Test: [22][11/198] Time 0.717 Data 0.001 top1 37.500 ( 33.026) top5 13.281 ( 12.003) | Test: [22][12/198] Time 0.714 Data 0.001 top1 35.938 ( 33.268) top5 17.188 ( 12.435) | Test: [22][13/198] Time 0.736 Data 0.001 top1 39.062 ( 33.714) top5 13.281 ( 12.500) | Test: [22][14/198] Time 0.719 Data 0.001 top1 32.031 ( 33.594) top5 9.375 ( 12.277) | Test: [22][15/198] Time 0.720 Data 0.001 top1 35.938 ( 33.750) top5 14.062 ( 12.396) | Test: [22][16/198] Time 0.722 Data 0.001 top1 30.469 ( 33.545) top5 10.938 ( 12.305) | Test: [22][17/198] Time 0.717 Data 0.001 top1 35.156 ( 33.640) top5 10.938 ( 12.224) | Test: [22][18/198] Time 0.726 Data 0.002 top1 34.375 ( 33.681) top5 10.156 ( 12.109) | Test: [22][19/198] Time 0.724 Data 0.001 top1 35.938 ( 33.799) top5 11.719 ( 12.089) | Test: [22][20/198] Time 0.712 Data 0.001 top1 33.594 ( 33.789) top5 10.156 ( 11.992) | Test: [22][21/198] Time 0.724 Data 0.001 top1 28.906 ( 33.557) top5 9.375 ( 11.868) | Test: [22][22/198] Time 0.717 Data 0.001 top1 40.625 ( 33.878) top5 12.500 ( 11.896) | Test: [22][23/198] Time 0.728 Data 0.001 top1 33.594 ( 33.865) top5 10.938 ( 11.855) | Test: [22][24/198] Time 0.723 Data 0.001 top1 34.375 ( 33.887) top5 14.062 ( 11.947) | Test: [22][25/198] Time 0.727 Data 0.001 top1 27.344 ( 33.625) top5 11.719 ( 11.938) | Test: [22][26/198] Time 0.727 Data 0.001 top1 38.281 ( 33.804) top5 12.500 ( 11.959) | Test: [22][27/198] Time 0.738 Data 0.001 top1 35.938 ( 33.883) top5 14.844 ( 12.066) | Test: [22][28/198] Time 0.729 Data 0.001 top1 31.250 ( 33.789) top5 11.719 ( 12.054) | Test: [22][29/198] Time 0.721 Data 0.001 top1 33.594 ( 33.782) top5 12.500 ( 12.069) | Test: [22][30/198] Time 0.724 Data 0.001 top1 25.781 ( 33.516) top5 9.375 ( 11.979) | Test: [22][31/198] Time 0.715 Data 0.001 top1 33.594 ( 33.518) top5 8.594 ( 11.870) | Test: [22][32/198] Time 0.727 Data 0.001 top1 37.500 ( 33.643) top5 10.156 ( 11.816) | Test: [22][33/198] Time 0.719 Data 0.001 top1 34.375 ( 33.665) top5 17.188 ( 11.979) | Test: [22][34/198] Time 0.727 Data 0.001 top1 33.594 ( 33.663) top5 14.844 ( 12.063) | Test: [22][35/198] Time 0.723 Data 0.001 top1 34.375 ( 33.683) top5 12.500 ( 12.076) | Test: [22][36/198] Time 0.719 Data 0.001 top1 35.938 ( 33.746) top5 16.406 ( 12.196) | Test: [22][37/198] Time 0.721 Data 0.001 top1 34.375 ( 33.763) top5 10.156 ( 12.141) | Test: [22][38/198] Time 0.720 Data 0.001 top1 30.469 ( 33.676) top5 10.156 ( 12.089) | Test: [22][39/198] Time 0.721 Data 0.001 top1 35.938 ( 33.734) top5 12.500 ( 12.099) | Test: [22][40/198] Time 0.715 Data 0.001 top1 35.156 ( 33.770) top5 14.062 ( 12.148) | Test: [22][41/198] Time 0.720 Data 0.001 top1 28.906 ( 33.651) top5 7.031 ( 12.024) | Test: [22][42/198] Time 0.720 Data 0.001 top1 41.406 ( 33.836) top5 14.844 ( 12.091) | Test: [22][43/198] Time 0.718 Data 0.001 top1 39.844 ( 33.975) top5 13.281 ( 12.118) | Test: [22][44/198] Time 0.722 Data 0.001 top1 37.500 ( 34.055) top5 10.938 ( 12.092) | Test: [22][45/198] Time 0.719 Data 0.001 top1 35.156 ( 34.080) top5 13.281 ( 12.118) | Test: [22][46/198] Time 0.714 Data 0.001 top1 34.375 ( 34.086) top5 8.594 ( 12.041) | Test: [22][47/198] Time 0.717 Data 0.001 top1 30.469 ( 34.009) top5 11.719 ( 12.035) | Test: [22][48/198] Time 0.714 Data 0.001 top1 32.812 ( 33.984) top5 10.156 ( 11.995) | Test: [22][49/198] Time 0.716 Data 0.001 top1 33.594 ( 33.976) top5 13.281 ( 12.022) | Test: [22][50/198] Time 0.721 Data 0.001 top1 26.562 ( 33.828) top5 7.031 ( 11.922) | Test: [22][51/198] Time 0.720 Data 0.001 top1 35.938 ( 33.869) top5 10.938 ( 11.903) | Test: [22][52/198] Time 0.729 Data 0.001 top1 28.125 ( 33.759) top5 10.156 ( 11.869) | Test: [22][53/198] Time 0.728 Data 0.001 top1 31.250 ( 33.712) top5 10.938 ( 11.851) | Test: [22][54/198] Time 0.725 Data 0.001 top1 32.031 ( 33.681) top5 7.812 ( 11.777) | Test: [22][55/198] Time 0.723 Data 0.001 top1 28.906 ( 33.594) top5 10.938 ( 11.761) | Test: [22][56/198] Time 0.728 Data 0.001 top1 26.562 ( 33.468) top5 8.594 ( 11.705) | Test: [22][57/198] Time 0.715 Data 0.001 top1 35.156 ( 33.498) top5 10.938 ( 11.691) | Test: [22][58/198] Time 0.719 Data 0.001 top1 29.688 ( 33.432) top5 9.375 ( 11.651) | Test: [22][59/198] Time 0.721 Data 0.001 top1 35.156 ( 33.461) top5 14.844 ( 11.706) | Test: [22][60/198] Time 0.722 Data 0.001 top1 34.375 ( 33.477) top5 10.938 ( 11.693) | Test: [22][61/198] Time 0.739 Data 0.001 top1 33.594 ( 33.478) top5 9.375 ( 11.655) | Test: [22][62/198] Time 0.724 Data 0.001 top1 29.688 ( 33.417) top5 9.375 ( 11.618) | Test: [22][63/198] Time 0.719 Data 0.003 top1 32.812 ( 33.408) top5 7.812 ( 11.558) | Test: [22][64/198] Time 0.718 Data 0.001 top1 32.031 ( 33.386) top5 14.062 ( 11.597) | Test: [22][65/198] Time 0.717 Data 0.001 top1 35.938 ( 33.425) top5 14.844 ( 11.647) | Test: [22][66/198] Time 0.728 Data 0.001 top1 32.031 ( 33.404) top5 12.500 ( 11.660) | Test: [22][67/198] Time 0.720 Data 0.001 top1 35.156 ( 33.431) top5 13.281 ( 11.684) | Test: [22][68/198] Time 0.717 Data 0.001 top1 25.000 ( 33.307) top5 9.375 ( 11.650) | Test: [22][69/198] Time 0.716 Data 0.001 top1 33.594 ( 33.311) top5 14.062 ( 11.685) | Test: [22][70/198] Time 0.723 Data 0.001 top1 39.062 ( 33.393) top5 14.844 ( 11.730) | Test: [22][71/198] Time 0.715 Data 0.001 top1 25.000 ( 33.275) top5 7.812 ( 11.675) | Test: [22][72/198] Time 0.715 Data 0.001 top1 34.375 ( 33.290) top5 14.062 ( 11.708) | Test: [22][73/198] Time 0.718 Data 0.001 top1 25.781 ( 33.187) top5 6.250 ( 11.633) | Test: [22][74/198] Time 0.711 Data 0.001 top1 29.688 ( 33.140) top5 11.719 ( 11.634) | Test: [22][75/198] Time 0.727 Data 0.001 top1 24.219 ( 33.021) top5 7.812 ( 11.583) | Test: [22][76/198] Time 0.723 Data 0.001 top1 28.125 ( 32.956) top5 10.156 ( 11.565) | Test: [22][77/198] Time 0.718 Data 0.001 top1 35.938 ( 32.995) top5 10.156 ( 11.546) | Test: [22][78/198] Time 0.719 Data 0.001 top1 33.594 ( 33.003) top5 10.938 ( 11.538) | Test: [22][79/198] Time 0.770 Data 0.001 top1 34.375 ( 33.020) top5 15.625 ( 11.590) | Test: [22][80/198] Time 0.739 Data 0.001 top1 28.125 ( 32.959) top5 10.938 ( 11.582) | Test: [22][81/198] Time 0.716 Data 0.001 top1 30.469 ( 32.928) top5 9.375 ( 11.555) | Test: [22][82/198] Time 0.721 Data 0.001 top1 24.219 ( 32.822) top5 3.906 ( 11.462) | Test: [22][83/198] Time 0.720 Data 0.001 top1 40.625 ( 32.916) top5 18.750 ( 11.549) | Test: [22][84/198] Time 0.737 Data 0.001 top1 31.250 ( 32.896) top5 9.375 ( 11.523) | Test: [22][85/198] Time 0.765 Data 0.001 top1 35.156 ( 32.923) top5 14.844 ( 11.562) | Test: [22][86/198] Time 0.748 Data 0.001 top1 29.688 ( 32.885) top5 10.938 ( 11.555) | Test: [22][87/198] Time 0.718 Data 0.001 top1 33.594 ( 32.893) top5 10.156 ( 11.539) | Test: [22][88/198] Time 0.800 Data 0.001 top1 42.188 ( 32.999) top5 19.531 ( 11.630) | Test: [22][89/198] Time 0.758 Data 0.001 top1 35.938 ( 33.032) top5 11.719 ( 11.631) | Test: [22][90/198] Time 0.721 Data 0.001 top1 29.688 ( 32.995) top5 8.594 ( 11.597) | Test: [22][91/198] Time 0.717 Data 0.001 top1 33.594 ( 33.001) top5 9.375 ( 11.573) | Test: [22][92/198] Time 0.730 Data 0.001 top1 36.719 ( 33.042) top5 15.625 ( 11.617) | Test: [22][93/198] Time 0.722 Data 0.001 top1 32.031 ( 33.031) top5 11.719 ( 11.618) | Test: [22][94/198] Time 0.729 Data 0.001 top1 36.719 ( 33.070) top5 7.812 ( 11.577) | Test: [22][95/198] Time 0.723 Data 0.001 top1 32.812 ( 33.067) top5 19.531 ( 11.661) | Test: [22][96/198] Time 0.718 Data 0.001 top1 32.031 ( 33.057) top5 14.844 ( 11.694) | Test: [22][97/198] Time 0.715 Data 0.001 top1 28.125 ( 33.006) top5 7.812 ( 11.654) | Test: [22][98/198] Time 0.714 Data 0.001 top1 31.250 ( 32.988) top5 10.938 ( 11.647) | Test: [22][99/198] Time 0.719 Data 0.001 top1 41.406 ( 33.073) top5 17.188 ( 11.703) | Test: [22][100/198] Time 0.717 Data 0.001 top1 36.719 ( 33.109) top5 15.625 ( 11.742) | Test: [22][101/198] Time 0.714 Data 0.001 top1 32.812 ( 33.106) top5 13.281 ( 11.757) | Test: [22][102/198] Time 0.716 Data 0.001 top1 29.688 ( 33.073) top5 11.719 ( 11.757) | Test: [22][103/198] Time 0.717 Data 0.001 top1 34.375 ( 33.086) top5 14.062 ( 11.779) | Test: [22][104/198] Time 0.718 Data 0.000 top1 34.375 ( 33.098) top5 10.938 ( 11.771) | Test: [22][105/198] Time 0.720 Data 0.001 top1 38.281 ( 33.147) top5 16.406 ( 11.815) | Test: [22][106/198] Time 0.720 Data 0.001 top1 28.125 ( 33.100) top5 14.062 ( 11.837) | Test: [22][107/198] Time 0.731 Data 0.001 top1 25.781 ( 33.032) top5 9.375 ( 11.814) | Test: [22][108/198] Time 0.712 Data 0.001 top1 37.500 ( 33.073) top5 14.844 ( 11.842) | Test: [22][109/198] Time 0.723 Data 0.001 top1 25.000 ( 32.999) top5 7.812 ( 11.805) | Test: [22][110/198] Time 0.720 Data 0.001 top1 33.594 ( 33.004) top5 7.031 ( 11.761) | Test: [22][111/198] Time 0.713 Data 0.001 top1 27.344 ( 32.953) top5 10.938 ( 11.754) | Test: [22][112/198] Time 0.724 Data 0.001 top1 35.156 ( 32.973) top5 11.719 ( 11.754) | Test: [22][113/198] Time 0.802 Data 0.001 top1 34.375 ( 32.985) top5 14.062 ( 11.774) | Test: [22][114/198] Time 0.748 Data 0.001 top1 30.469 ( 32.963) top5 7.812 ( 11.739) | Test: [22][115/198] Time 0.724 Data 0.001 top1 36.719 ( 32.996) top5 11.719 ( 11.739) | Test: [22][116/198] Time 0.721 Data 0.001 top1 40.625 ( 33.062) top5 11.719 ( 11.739) | Test: [22][117/198] Time 0.726 Data 0.001 top1 25.781 ( 32.999) top5 8.594 ( 11.712) | Test: [22][118/198] Time 0.732 Data 0.014 top1 28.125 ( 32.958) top5 8.594 ( 11.686) | Test: [22][119/198] Time 0.721 Data 0.001 top1 27.344 ( 32.911) top5 11.719 ( 11.686) | Test: [22][120/198] Time 0.714 Data 0.001 top1 30.469 ( 32.891) top5 8.594 ( 11.660) | Test: [22][121/198] Time 0.718 Data 0.001 top1 31.250 ( 32.877) top5 11.719 ( 11.661) | Test: [22][122/198] Time 0.714 Data 0.001 top1 33.594 ( 32.883) top5 13.281 ( 11.674) | Test: [22][123/198] Time 0.719 Data 0.001 top1 39.062 ( 32.933) top5 12.500 ( 11.681) | Test: [22][124/198] Time 0.717 Data 0.001 top1 39.062 ( 32.983) top5 15.625 ( 11.712) | Test: [22][125/198] Time 0.714 Data 0.001 top1 30.469 ( 32.962) top5 9.375 ( 11.694) | Test: [22][126/198] Time 0.736 Data 0.001 top1 33.594 ( 32.968) top5 10.938 ( 11.688) | Test: [22][127/198] Time 0.715 Data 0.001 top1 34.375 ( 32.979) top5 14.062 ( 11.706) | Test: [22][128/198] Time 0.722 Data 0.001 top1 35.156 ( 32.996) top5 14.844 ( 11.731) | Test: [22][129/198] Time 0.715 Data 0.001 top1 35.156 ( 33.012) top5 8.594 ( 11.707) | Test: [22][130/198] Time 0.726 Data 0.001 top1 25.781 ( 32.957) top5 9.375 ( 11.689) | Test: [22][131/198] Time 0.719 Data 0.001 top1 31.250 ( 32.944) top5 8.594 ( 11.665) | Test: [22][132/198] Time 0.718 Data 0.001 top1 36.719 ( 32.972) top5 12.500 ( 11.671) | Test: [22][133/198] Time 0.767 Data 0.001 top1 32.812 ( 32.971) top5 10.156 ( 11.660) | Test: [22][134/198] Time 0.727 Data 0.001 top1 30.469 ( 32.952) top5 14.844 ( 11.684) | Test: [22][135/198] Time 0.723 Data 0.001 top1 32.812 ( 32.951) top5 14.062 ( 11.701) | Test: [22][136/198] Time 0.717 Data 0.001 top1 36.719 ( 32.979) top5 11.719 ( 11.702) | Test: [22][137/198] Time 0.721 Data 0.001 top1 32.031 ( 32.972) top5 8.594 ( 11.679) | Test: [22][138/198] Time 0.724 Data 0.001 top1 33.594 ( 32.977) top5 11.719 ( 11.679) | Test: [22][139/198] Time 0.750 Data 0.001 top1 35.938 ( 32.998) top5 15.625 ( 11.708) | Test: [22][140/198] Time 0.724 Data 0.001 top1 29.688 ( 32.974) top5 10.938 ( 11.702) | Test: [22][141/198] Time 0.721 Data 0.001 top1 30.469 ( 32.957) top5 13.281 ( 11.713) | Test: [22][142/198] Time 0.730 Data 0.001 top1 28.125 ( 32.923) top5 9.375 ( 11.697) | Test: [22][143/198] Time 0.725 Data 0.001 top1 37.500 ( 32.955) top5 14.844 ( 11.719) | Test: [22][144/198] Time 0.723 Data 0.001 top1 28.125 ( 32.921) top5 17.188 ( 11.757) | Test: [22][145/198] Time 0.722 Data 0.001 top1 33.594 ( 32.926) top5 6.250 ( 11.719) | Test: [22][146/198] Time 0.720 Data 0.001 top1 36.719 ( 32.952) top5 14.844 ( 11.740) | Test: [22][147/198] Time 0.719 Data 0.001 top1 28.125 ( 32.919) top5 11.719 ( 11.740) | Test: [22][148/198] Time 0.721 Data 0.001 top1 34.375 ( 32.929) top5 10.938 ( 11.735) | Test: [22][149/198] Time 0.722 Data 0.001 top1 31.250 ( 32.917) top5 7.812 ( 11.708) | Test: [22][150/198] Time 0.717 Data 0.001 top1 31.250 ( 32.906) top5 9.375 ( 11.693) | Test: [22][151/198] Time 0.717 Data 0.001 top1 34.375 ( 32.916) top5 17.188 ( 11.729) | Test: [22][152/198] Time 0.714 Data 0.001 top1 32.031 ( 32.910) top5 11.719 ( 11.729) | Test: [22][153/198] Time 0.718 Data 0.001 top1 30.469 ( 32.894) top5 7.812 ( 11.703) | Test: [22][154/198] Time 0.718 Data 0.001 top1 32.031 ( 32.889) top5 12.500 ( 11.709) | Test: [22][155/198] Time 0.715 Data 0.001 top1 35.938 ( 32.908) top5 10.938 ( 11.704) | Test: [22][156/198] Time 0.728 Data 0.001 top1 28.906 ( 32.883) top5 10.156 ( 11.694) | Test: [22][157/198] Time 0.716 Data 0.001 top1 37.500 ( 32.912) top5 15.625 ( 11.719) | Test: [22][158/198] Time 0.718 Data 0.001 top1 35.938 ( 32.931) top5 10.938 ( 11.714) | Test: [22][159/198] Time 0.718 Data 0.001 top1 35.156 ( 32.945) top5 10.938 ( 11.709) | Test: [22][160/198] Time 0.717 Data 0.001 top1 32.031 ( 32.939) top5 10.938 ( 11.704) | Test: [22][161/198] Time 0.722 Data 0.001 top1 32.031 ( 32.934) top5 11.719 ( 11.704) | Test: [22][162/198] Time 0.718 Data 0.001 top1 33.594 ( 32.938) top5 6.250 ( 11.671) | Test: [22][163/198] Time 0.724 Data 0.000 top1 32.812 ( 32.937) top5 13.281 ( 11.680) | Test: [22][164/198] Time 0.722 Data 0.001 top1 33.594 ( 32.941) top5 13.281 ( 11.690) | Test: [22][165/198] Time 0.734 Data 0.001 top1 32.812 ( 32.940) top5 7.812 ( 11.667) | Test: [22][166/198] Time 0.755 Data 0.001 top1 34.375 ( 32.949) top5 9.375 ( 11.653) | Test: [22][167/198] Time 0.717 Data 0.001 top1 42.188 ( 33.004) top5 17.969 ( 11.691) | Test: [22][168/198] Time 0.724 Data 0.001 top1 27.344 ( 32.971) top5 7.031 ( 11.663) | Test: [22][169/198] Time 0.718 Data 0.001 top1 35.156 ( 32.984) top5 7.812 ( 11.640) | Test: [22][170/198] Time 0.717 Data 0.001 top1 31.250 ( 32.973) top5 8.594 ( 11.622) | Test: [22][171/198] Time 0.719 Data 0.001 top1 32.812 ( 32.972) top5 11.719 ( 11.623) | Test: [22][172/198] Time 0.730 Data 0.001 top1 31.250 ( 32.962) top5 9.375 ( 11.610) | Test: [22][173/198] Time 0.753 Data 0.001 top1 38.281 ( 32.993) top5 11.719 ( 11.610) | Test: [22][174/198] Time 0.740 Data 0.001 top1 33.594 ( 32.997) top5 15.625 ( 11.633) | Test: [22][175/198] Time 0.724 Data 0.001 top1 32.812 ( 32.996) top5 11.719 ( 11.634) | Test: [22][176/198] Time 0.719 Data 0.001 top1 32.031 ( 32.990) top5 9.375 ( 11.621) | Test: [22][177/198] Time 0.731 Data 0.001 top1 32.812 ( 32.989) top5 11.719 ( 11.622) | Test: [22][178/198] Time 0.728 Data 0.001 top1 45.312 ( 33.058) top5 16.406 ( 11.649) | Test: [22][179/198] Time 0.732 Data 0.001 top1 30.469 ( 33.044) top5 9.375 ( 11.636) | Test: [22][180/198] Time 0.717 Data 0.001 top1 28.906 ( 33.021) top5 13.281 ( 11.645) | Test: [22][181/198] Time 0.711 Data 0.001 top1 28.125 ( 32.994) top5 8.594 ( 11.628) | Test: [22][182/198] Time 0.716 Data 0.000 top1 33.594 ( 32.997) top5 8.594 ( 11.611) | Test: [22][183/198] Time 0.719 Data 0.001 top1 31.250 ( 32.988) top5 7.031 ( 11.586) | Test: [22][184/198] Time 0.719 Data 0.001 top1 28.906 ( 32.965) top5 7.031 ( 11.562) | Test: [22][185/198] Time 0.734 Data 0.001 top1 34.375 ( 32.973) top5 10.938 ( 11.558) | Test: [22][186/198] Time 0.729 Data 0.001 top1 31.250 ( 32.964) top5 11.719 ( 11.559) | Test: [22][187/198] Time 0.739 Data 0.001 top1 34.375 ( 32.971) top5 11.719 ( 11.560) | Test: [22][188/198] Time 0.723 Data 0.000 top1 31.250 ( 32.962) top5 11.719 ( 11.561) | Test: [22][189/198] Time 0.733 Data 0.000 top1 31.250 ( 32.953) top5 10.938 ( 11.558) | Test: [22][190/198] Time 0.716 Data 0.000 top1 34.375 ( 32.961) top5 11.719 ( 11.558) | Test: [22][191/198] Time 0.719 Data 0.000 top1 35.156 ( 32.972) top5 13.281 ( 11.567) | Test: [22][192/198] Time 0.713 Data 0.000 top1 36.719 ( 32.992) top5 14.844 ( 11.584) | Test: [22][193/198] Time 0.715 Data 0.000 top1 32.812 ( 32.991) top5 13.281 ( 11.593) | Test: [22][194/198] Time 0.719 Data 0.000 top1 32.812 ( 32.990) top5 10.938 ( 11.590) | Test: [22][195/198] Time 0.711 Data 0.000 top1 30.469 ( 32.977) top5 12.500 ( 11.595) | Test: [22][196/198] Time 0.719 Data 0.000 top1 30.469 ( 32.964) top5 12.500 ( 11.599) | Test: [22][197/198] Time 0.258 Data 0.000 top1 38.235 ( 32.991) top5 11.765 ( 11.600) | Test: [22][198/198] Time 0.714 Data 0.000 top1 33.594 ( 32.994) top5 10.938 ( 11.597) * Finished epoch # 22 top1: 32.994 top5: 11.597 Epoch 23 => Training epoch # 23 | Epoch: [23][1/553] Time 4.841 Data 2.348 Err 0.7934 top1 25.000 top5 7.031 | Epoch: [23][2/553] Time 2.469 Data 0.003 Err 0.8344 top1 21.094 top5 6.250 | Epoch: [23][3/553] Time 2.446 Data 0.001 Err 0.6815 top1 21.875 top5 3.906 | Epoch: [23][4/553] Time 2.463 Data 0.001 Err 0.7217 top1 17.969 top5 3.906 | Epoch: [23][5/553] Time 2.466 Data 0.001 Err 0.6830 top1 19.531 top5 5.469 | Epoch: [23][6/553] Time 2.466 Data 0.001 Err 0.6718 top1 15.625 top5 7.031 | Epoch: [23][7/553] Time 2.460 Data 0.001 Err 0.7248 top1 21.094 top5 6.250 | Epoch: [23][8/553] Time 2.475 Data 0.001 Err 0.7143 top1 18.750 top5 5.469 | Epoch: [23][9/553] Time 2.443 Data 0.001 Err 0.7137 top1 15.625 top5 7.812 | Epoch: [23][10/553] Time 2.444 Data 0.001 Err 1.0130 top1 26.562 top5 10.938 | Epoch: [23][11/553] Time 2.447 Data 0.001 Err 0.6698 top1 17.969 top5 7.031 | Epoch: [23][12/553] Time 2.456 Data 0.002 Err 1.0695 top1 26.562 top5 10.938 | Epoch: [23][13/553] Time 2.458 Data 0.001 Err 0.7756 top1 21.094 top5 7.031 | Epoch: [23][14/553] Time 2.458 Data 0.001 Err 0.7608 top1 22.656 top5 7.812 | Epoch: [23][15/553] Time 2.444 Data 0.001 Err 1.0435 top1 22.656 top5 9.375 | Epoch: [23][16/553] Time 2.465 Data 0.001 Err 0.6702 top1 18.750 top5 5.469 | Epoch: [23][17/553] Time 2.500 Data 0.001 Err 0.7682 top1 20.312 top5 6.250 | Epoch: [23][18/553] Time 2.503 Data 0.001 Err 0.6690 top1 18.750 top5 7.031 | Epoch: [23][19/553] Time 2.445 Data 0.001 Err 0.7091 top1 21.094 top5 4.688 | Epoch: [23][20/553] Time 2.439 Data 0.001 Err 0.8944 top1 24.219 top5 9.375 | Epoch: [23][21/553] Time 2.440 Data 0.001 Err 0.7247 top1 22.656 top5 5.469 | Epoch: [23][22/553] Time 2.470 Data 0.001 Err 0.8280 top1 22.656 top5 6.250 | Epoch: [23][23/553] Time 2.445 Data 0.001 Err 0.5493 top1 17.969 top5 2.344 | Epoch: [23][24/553] Time 2.440 Data 0.001 Err 0.5656 top1 17.188 top5 2.344 | Epoch: [23][25/553] Time 2.435 Data 0.001 Err 0.6578 top1 14.844 top5 3.906 | Epoch: [23][26/553] Time 2.461 Data 0.001 Err 0.6217 top1 17.969 top5 4.688 | Epoch: [23][27/553] Time 2.437 Data 0.001 Err 0.6764 top1 19.531 top5 5.469 | Epoch: [23][28/553] Time 2.452 Data 0.001 Err 0.6602 top1 17.969 top5 6.250 | Epoch: [23][29/553] Time 2.479 Data 0.001 Err 0.7740 top1 20.312 top5 5.469 | Epoch: [23][30/553] Time 2.503 Data 0.001 Err 0.5973 top1 14.062 top5 6.250 | Epoch: [23][31/553] Time 2.455 Data 0.002 Err 0.8221 top1 21.094 top5 8.594 | Epoch: [23][32/553] Time 2.477 Data 0.001 Err 0.8669 top1 22.656 top5 8.594 | Epoch: [23][33/553] Time 2.481 Data 0.001 Err 0.9396 top1 27.344 top5 7.812 | Epoch: [23][34/553] Time 2.443 Data 0.001 Err 0.5911 top1 15.625 top5 3.906 | Epoch: [23][35/553] Time 2.452 Data 0.001 Err 0.5418 top1 17.188 top5 2.344 | Epoch: [23][36/553] Time 2.438 Data 0.001 Err 0.9856 top1 25.781 top5 6.250 | Epoch: [23][37/553] Time 2.523 Data 0.001 Err 0.9213 top1 23.438 top5 8.594 | Epoch: [23][38/553] Time 2.443 Data 0.001 Err 0.7380 top1 19.531 top5 4.688 | Epoch: [23][39/553] Time 2.469 Data 0.001 Err 0.8154 top1 21.094 top5 7.031 | Epoch: [23][40/553] Time 2.482 Data 0.001 Err 0.7827 top1 22.656 top5 6.250 | Epoch: [23][41/553] Time 2.471 Data 0.001 Err 0.6292 top1 17.188 top5 3.125 | Epoch: [23][42/553] Time 2.480 Data 0.001 Err 0.7703 top1 21.875 top5 7.031 | Epoch: [23][43/553] Time 2.485 Data 0.001 Err 0.6628 top1 17.188 top5 6.250 | Epoch: [23][44/553] Time 2.452 Data 0.001 Err 0.9019 top1 24.219 top5 6.250 | Epoch: [23][45/553] Time 2.442 Data 0.001 Err 0.6242 top1 17.969 top5 6.250 | Epoch: [23][46/553] Time 2.459 Data 0.001 Err 0.6881 top1 17.969 top5 6.250 | Epoch: [23][47/553] Time 2.482 Data 0.001 Err 0.7913 top1 22.656 top5 4.688 | Epoch: [23][48/553] Time 2.477 Data 0.001 Err 0.6287 top1 17.969 top5 4.688 | Epoch: [23][49/553] Time 2.444 Data 0.001 Err 0.7648 top1 18.750 top5 7.031 | Epoch: [23][50/553] Time 2.495 Data 0.001 Err 0.8527 top1 21.875 top5 10.156 | Epoch: [23][51/553] Time 2.464 Data 0.001 Err 0.6867 top1 17.969 top5 4.688 | Epoch: [23][52/553] Time 2.445 Data 0.001 Err 0.9043 top1 27.344 top5 7.812 | Epoch: [23][53/553] Time 2.507 Data 0.001 Err 0.9242 top1 24.219 top5 7.812 | Epoch: [23][54/553] Time 2.452 Data 0.000 Err 0.6390 top1 18.750 top5 3.906 | Epoch: [23][55/553] Time 2.458 Data 0.001 Err 0.7178 top1 19.531 top5 7.031 | Epoch: [23][56/553] Time 2.458 Data 0.001 Err 0.8527 top1 22.656 top5 7.812 | Epoch: [23][57/553] Time 2.481 Data 0.001 Err 0.7618 top1 21.094 top5 6.250 | Epoch: [23][58/553] Time 2.444 Data 0.001 Err 0.7494 top1 15.625 top5 7.812 | Epoch: [23][59/553] Time 2.517 Data 0.006 Err 0.7596 top1 17.969 top5 7.031 | Epoch: [23][60/553] Time 2.443 Data 0.001 Err 0.7431 top1 20.312 top5 4.688 | Epoch: [23][61/553] Time 2.520 Data 0.001 Err 0.8645 top1 24.219 top5 7.031 | Epoch: [23][62/553] Time 2.456 Data 0.001 Err 0.9352 top1 25.781 top5 7.812 | Epoch: [23][63/553] Time 2.469 Data 0.001 Err 0.8207 top1 20.312 top5 8.594 | Epoch: [23][64/553] Time 2.450 Data 0.001 Err 0.7578 top1 16.406 top5 5.469 | Epoch: [23][65/553] Time 2.512 Data 0.001 Err 0.7456 top1 20.312 top5 7.031 | Epoch: [23][66/553] Time 2.454 Data 0.001 Err 0.7132 top1 18.750 top5 3.906 | Epoch: [23][67/553] Time 2.451 Data 0.001 Err 0.6209 top1 14.844 top5 7.031 | Epoch: [23][68/553] Time 2.439 Data 0.000 Err 0.5552 top1 17.188 top5 3.906 | Epoch: [23][69/553] Time 2.476 Data 0.001 Err 0.8839 top1 21.875 top5 10.156 | Epoch: [23][70/553] Time 2.456 Data 0.001 Err 0.8039 top1 20.312 top5 7.031 | Epoch: [23][71/553] Time 2.471 Data 0.001 Err 0.7837 top1 24.219 top5 3.906 | Epoch: [23][72/553] Time 2.473 Data 0.000 Err 0.8653 top1 21.094 top5 10.938 | Epoch: [23][73/553] Time 2.474 Data 0.001 Err 0.7774 top1 19.531 top5 8.594 | Epoch: [23][74/553] Time 2.433 Data 0.001 Err 0.6208 top1 17.188 top5 7.812 | Epoch: [23][75/553] Time 2.437 Data 0.001 Err 0.7355 top1 20.312 top5 4.688 | Epoch: [23][76/553] Time 2.444 Data 0.001 Err 0.5518 top1 11.719 top5 2.344 | Epoch: [23][77/553] Time 2.482 Data 0.001 Err 0.7519 top1 21.875 top5 6.250 | Epoch: [23][78/553] Time 2.449 Data 0.001 Err 0.8695 top1 22.656 top5 7.031 | Epoch: [23][79/553] Time 2.439 Data 0.001 Err 0.8895 top1 28.125 top5 4.688 | Epoch: [23][80/553] Time 2.443 Data 0.001 Err 0.7320 top1 18.750 top5 7.812 | Epoch: [23][81/553] Time 2.506 Data 0.001 Err 0.6566 top1 17.188 top5 4.688 | Epoch: [23][82/553] Time 2.442 Data 0.001 Err 0.5916 top1 16.406 top5 5.469 | Epoch: [23][83/553] Time 2.441 Data 0.001 Err 0.8254 top1 21.875 top5 5.469 | Epoch: [23][84/553] Time 2.447 Data 0.000 Err 0.7434 top1 19.531 top5 4.688 | Epoch: [23][85/553] Time 2.479 Data 0.001 Err 0.8629 top1 25.781 top5 5.469 | Epoch: [23][86/553] Time 2.447 Data 0.001 Err 0.6782 top1 21.875 top5 3.906 | Epoch: [23][87/553] Time 2.436 Data 0.001 Err 0.4714 top1 11.719 top5 2.344 | Epoch: [23][88/553] Time 2.445 Data 0.001 Err 0.7539 top1 21.094 top5 4.688 | Epoch: [23][89/553] Time 2.436 Data 0.001 Err 0.7240 top1 16.406 top5 8.594 | Epoch: [23][90/553] Time 2.444 Data 0.001 Err 0.6433 top1 12.500 top5 3.906 | Epoch: [23][91/553] Time 2.475 Data 0.001 Err 0.9324 top1 23.438 top5 7.031 | Epoch: [23][92/553] Time 2.494 Data 0.000 Err 0.4633 top1 10.938 top5 3.125 | Epoch: [23][93/553] Time 2.480 Data 0.001 Err 0.5944 top1 17.188 top5 3.125 | Epoch: [23][94/553] Time 2.468 Data 0.001 Err 0.4752 top1 12.500 top5 3.125 | Epoch: [23][95/553] Time 2.457 Data 0.001 Err 0.6561 top1 17.188 top5 3.906 | Epoch: [23][96/553] Time 2.437 Data 0.001 Err 0.9034 top1 24.219 top5 7.031 | Epoch: [23][97/553] Time 2.476 Data 0.001 Err 0.8160 top1 17.969 top5 7.812 | Epoch: [23][98/553] Time 2.454 Data 0.001 Err 0.6617 top1 16.406 top5 5.469 | Epoch: [23][99/553] Time 2.484 Data 0.001 Err 0.6351 top1 16.406 top5 5.469 | Epoch: [23][100/553] Time 2.454 Data 0.000 Err 0.6461 top1 14.062 top5 5.469 | Epoch: [23][101/553] Time 2.481 Data 0.001 Err 0.8472 top1 21.094 top5 5.469 | Epoch: [23][102/553] Time 2.529 Data 0.001 Err 1.0231 top1 29.688 top5 9.375 | Epoch: [23][103/553] Time 2.465 Data 0.001 Err 0.5540 top1 13.281 top5 3.125 | Epoch: [23][104/553] Time 2.514 Data 0.001 Err 0.6812 top1 17.188 top5 5.469 | Epoch: [23][105/553] Time 2.451 Data 0.001 Err 0.8076 top1 21.094 top5 6.250 | Epoch: [23][106/553] Time 2.480 Data 0.001 Err 0.8228 top1 24.219 top5 6.250 | Epoch: [23][107/553] Time 2.457 Data 0.001 Err 0.7337 top1 17.188 top5 8.594 | Epoch: [23][108/553] Time 2.441 Data 0.001 Err 0.6034 top1 17.969 top5 4.688 | Epoch: [23][109/553] Time 2.446 Data 0.001 Err 0.8596 top1 25.000 top5 4.688 | Epoch: [23][110/553] Time 2.469 Data 0.001 Err 0.8427 top1 21.875 top5 7.812 | Epoch: [23][111/553] Time 2.509 Data 0.000 Err 0.4310 top1 14.062 top5 1.562 | Epoch: [23][112/553] Time 2.448 Data 0.001 Err 0.7005 top1 24.219 top5 5.469 | Epoch: [23][113/553] Time 2.456 Data 0.001 Err 0.7975 top1 21.094 top5 8.594 | Epoch: [23][114/553] Time 2.445 Data 0.001 Err 0.8816 top1 26.562 top5 6.250 | Epoch: [23][115/553] Time 2.473 Data 0.001 Err 0.8265 top1 24.219 top5 4.688 | Epoch: [23][116/553] Time 2.449 Data 0.001 Err 0.6825 top1 19.531 top5 6.250 | Epoch: [23][117/553] Time 2.452 Data 0.001 Err 0.8805 top1 25.781 top5 7.812 | Epoch: [23][118/553] Time 2.474 Data 0.001 Err 0.9215 top1 26.562 top5 10.938 | Epoch: [23][119/553] Time 2.513 Data 0.001 Err 0.9007 top1 21.875 top5 10.156 | Epoch: [23][120/553] Time 2.456 Data 0.001 Err 0.9004 top1 24.219 top5 7.031 | Epoch: [23][121/553] Time 2.440 Data 0.001 Err 0.6532 top1 13.281 top5 7.812 | Epoch: [23][122/553] Time 2.458 Data 0.000 Err 0.7057 top1 21.094 top5 7.031 | Epoch: [23][123/553] Time 2.478 Data 0.001 Err 0.7226 top1 17.969 top5 7.812 | Epoch: [23][124/553] Time 2.450 Data 0.001 Err 0.6879 top1 21.875 top5 7.031 | Epoch: [23][125/553] Time 2.485 Data 0.001 Err 0.7142 top1 24.219 top5 5.469 | Epoch: [23][126/553] Time 2.441 Data 0.001 Err 0.6290 top1 14.844 top5 7.031 | Epoch: [23][127/553] Time 2.489 Data 0.001 Err 0.5805 top1 16.406 top5 3.125 | Epoch: [23][128/553] Time 2.453 Data 0.001 Err 0.5891 top1 16.406 top5 4.688 | Epoch: [23][129/553] Time 2.485 Data 0.001 Err 0.7262 top1 13.281 top5 4.688 | Epoch: [23][130/553] Time 2.477 Data 0.001 Err 0.5770 top1 17.188 top5 4.688 | Epoch: [23][131/553] Time 2.479 Data 0.000 Err 0.9210 top1 26.562 top5 10.938 | Epoch: [23][132/553] Time 2.447 Data 0.001 Err 0.7535 top1 23.438 top5 5.469 | Epoch: [23][133/553] Time 2.448 Data 0.001 Err 0.7723 top1 20.312 top5 6.250 | Epoch: [23][134/553] Time 2.447 Data 0.001 Err 0.9007 top1 23.438 top5 7.031 | Epoch: [23][135/553] Time 2.438 Data 0.001 Err 0.6910 top1 17.969 top5 5.469 | Epoch: [23][136/553] Time 2.436 Data 0.001 Err 0.7661 top1 21.875 top5 7.031 | Epoch: [23][137/553] Time 2.447 Data 0.001 Err 0.7799 top1 21.094 top5 7.031 | Epoch: [23][138/553] Time 2.445 Data 0.001 Err 0.5987 top1 17.188 top5 5.469 | Epoch: [23][139/553] Time 2.450 Data 0.000 Err 0.7121 top1 17.969 top5 6.250 | Epoch: [23][140/553] Time 2.448 Data 0.001 Err 1.0247 top1 26.562 top5 10.938 | Epoch: [23][141/553] Time 2.491 Data 0.001 Err 0.7350 top1 20.312 top5 3.906 | Epoch: [23][142/553] Time 2.451 Data 0.001 Err 0.7448 top1 20.312 top5 7.031 | Epoch: [23][143/553] Time 2.464 Data 0.001 Err 0.6807 top1 17.969 top5 3.125 | Epoch: [23][144/553] Time 2.448 Data 0.001 Err 0.7918 top1 15.625 top5 8.594 | Epoch: [23][145/553] Time 2.478 Data 0.001 Err 0.6403 top1 14.844 top5 6.250 | Epoch: [23][146/553] Time 2.508 Data 0.002 Err 0.8359 top1 22.656 top5 5.469 | Epoch: [23][147/553] Time 2.434 Data 0.000 Err 0.6614 top1 19.531 top5 4.688 | Epoch: [23][148/553] Time 2.447 Data 0.001 Err 0.7168 top1 23.438 top5 7.031 | Epoch: [23][149/553] Time 2.442 Data 0.001 Err 0.5377 top1 15.625 top5 3.125 | Epoch: [23][150/553] Time 2.508 Data 0.001 Err 0.8043 top1 21.094 top5 6.250 | Epoch: [23][151/553] Time 2.479 Data 0.001 Err 0.7825 top1 18.750 top5 7.031 | Epoch: [23][152/553] Time 2.447 Data 0.001 Err 0.6734 top1 21.094 top5 3.906 | Epoch: [23][153/553] Time 2.458 Data 0.001 Err 0.6684 top1 17.188 top5 4.688 | Epoch: [23][154/553] Time 2.436 Data 0.001 Err 0.8289 top1 24.219 top5 6.250 | Epoch: [23][155/553] Time 2.484 Data 0.001 Err 0.8553 top1 22.656 top5 9.375 | Epoch: [23][156/553] Time 2.500 Data 0.001 Err 0.6351 top1 18.750 top5 3.906 | Epoch: [23][157/553] Time 2.480 Data 0.001 Err 0.7370 top1 20.312 top5 7.812 | Epoch: [23][158/553] Time 2.435 Data 0.001 Err 0.8908 top1 25.000 top5 6.250 | Epoch: [23][159/553] Time 2.496 Data 0.001 Err 0.8495 top1 21.094 top5 7.031 | Epoch: [23][160/553] Time 2.458 Data 0.001 Err 0.8109 top1 18.750 top5 8.594 | Epoch: [23][161/553] Time 2.478 Data 0.001 Err 0.9017 top1 25.781 top5 10.938 | Epoch: [23][162/553] Time 2.445 Data 0.001 Err 0.7341 top1 19.531 top5 7.031 | Epoch: [23][163/553] Time 2.466 Data 0.001 Err 0.9317 top1 19.531 top5 8.594 | Epoch: [23][164/553] Time 2.467 Data 0.001 Err 0.8788 top1 22.656 top5 10.156 | Epoch: [23][165/553] Time 2.450 Data 0.001 Err 0.5203 top1 16.406 top5 3.125 | Epoch: [23][166/553] Time 2.443 Data 0.001 Err 0.5973 top1 16.406 top5 3.906 | Epoch: [23][167/553] Time 2.518 Data 0.001 Err 0.7445 top1 21.094 top5 7.812 | Epoch: [23][168/553] Time 2.478 Data 0.001 Err 0.7988 top1 19.531 top5 8.594 | Epoch: [23][169/553] Time 2.453 Data 0.001 Err 0.8269 top1 21.875 top5 5.469 | Epoch: [23][170/553] Time 2.471 Data 0.001 Err 0.8178 top1 20.312 top5 9.375 | Epoch: [23][171/553] Time 2.462 Data 0.001 Err 0.6360 top1 17.188 top5 4.688 | Epoch: [23][172/553] Time 2.441 Data 0.001 Err 0.6911 top1 18.750 top5 5.469 | Epoch: [23][173/553] Time 2.476 Data 0.001 Err 0.9271 top1 26.562 top5 8.594 | Epoch: [23][174/553] Time 2.505 Data 0.001 Err 0.8237 top1 20.312 top5 7.812 | Epoch: [23][175/553] Time 2.517 Data 0.001 Err 0.5499 top1 17.188 top5 3.125 | Epoch: [23][176/553] Time 2.471 Data 0.001 Err 0.7633 top1 21.875 top5 5.469 | Epoch: [23][177/553] Time 2.477 Data 0.001 Err 0.5292 top1 16.406 top5 3.125 | Epoch: [23][178/553] Time 2.445 Data 0.001 Err 0.7408 top1 19.531 top5 5.469 | Epoch: [23][179/553] Time 2.479 Data 0.000 Err 0.7467 top1 17.969 top5 7.031 | Epoch: [23][180/553] Time 2.483 Data 0.001 Err 0.7779 top1 19.531 top5 3.906 | Epoch: [23][181/553] Time 2.469 Data 0.001 Err 0.9386 top1 28.125 top5 7.812 | Epoch: [23][182/553] Time 2.454 Data 0.001 Err 0.8387 top1 21.875 top5 7.031 | Epoch: [23][183/553] Time 2.471 Data 0.001 Err 0.8917 top1 25.000 top5 7.812 | Epoch: [23][184/553] Time 2.475 Data 0.001 Err 0.9102 top1 21.875 top5 7.031 | Epoch: [23][185/553] Time 2.471 Data 0.001 Err 0.7663 top1 20.312 top5 7.031 | Epoch: [23][186/553] Time 2.470 Data 0.001 Err 0.8619 top1 20.312 top5 7.031 | Epoch: [23][187/553] Time 2.461 Data 0.001 Err 0.9808 top1 22.656 top5 11.719 | Epoch: [23][188/553] Time 2.436 Data 0.001 Err 0.7144 top1 21.094 top5 5.469 | Epoch: [23][189/553] Time 2.488 Data 0.001 Err 0.8161 top1 22.656 top5 7.031 | Epoch: [23][190/553] Time 2.510 Data 0.001 Err 0.5788 top1 16.406 top5 2.344 | Epoch: [23][191/553] Time 2.510 Data 0.001 Err 0.7131 top1 18.750 top5 7.031 | Epoch: [23][192/553] Time 2.462 Data 0.001 Err 0.7673 top1 18.750 top5 4.688 | Epoch: [23][193/553] Time 2.469 Data 0.001 Err 0.7783 top1 24.219 top5 3.906 | Epoch: [23][194/553] Time 2.489 Data 0.001 Err 0.6809 top1 20.312 top5 4.688 | Epoch: [23][195/553] Time 2.459 Data 0.001 Err 0.7378 top1 21.094 top5 7.031 | Epoch: [23][196/553] Time 2.480 Data 0.001 Err 0.7789 top1 20.312 top5 7.031 | Epoch: [23][197/553] Time 2.482 Data 0.001 Err 0.7136 top1 16.406 top5 6.250 | Epoch: [23][198/553] Time 2.443 Data 0.001 Err 0.7625 top1 19.531 top5 7.031 | Epoch: [23][199/553] Time 2.457 Data 0.001 Err 0.7801 top1 19.531 top5 4.688 | Epoch: [23][200/553] Time 2.440 Data 0.001 Err 0.6576 top1 20.312 top5 1.562 | Epoch: [23][201/553] Time 2.484 Data 0.001 Err 0.9510 top1 23.438 top5 8.594 | Epoch: [23][202/553] Time 2.437 Data 0.001 Err 0.7832 top1 21.875 top5 7.031 | Epoch: [23][203/553] Time 2.468 Data 0.001 Err 0.7622 top1 18.750 top5 7.812 | Epoch: [23][204/553] Time 2.466 Data 0.001 Err 0.9376 top1 22.656 top5 6.250 | Epoch: [23][205/553] Time 2.438 Data 0.001 Err 0.6980 top1 16.406 top5 5.469 | Epoch: [23][206/553] Time 2.473 Data 0.001 Err 0.7648 top1 21.875 top5 6.250 | Epoch: [23][207/553] Time 2.481 Data 0.001 Err 0.7777 top1 20.312 top5 8.594 | Epoch: [23][208/553] Time 2.485 Data 0.001 Err 0.7913 top1 21.094 top5 7.031 | Epoch: [23][209/553] Time 2.456 Data 0.001 Err 0.7670 top1 19.531 top5 9.375 | Epoch: [23][210/553] Time 2.442 Data 0.001 Err 1.0372 top1 26.562 top5 9.375 | Epoch: [23][211/553] Time 2.443 Data 0.001 Err 0.5445 top1 14.844 top5 4.688 | Epoch: [23][212/553] Time 2.449 Data 0.001 Err 0.6736 top1 19.531 top5 5.469 | Epoch: [23][213/553] Time 2.452 Data 0.001 Err 0.7380 top1 21.094 top5 3.906 | Epoch: [23][214/553] Time 2.473 Data 0.001 Err 0.6531 top1 19.531 top5 3.906 | Epoch: [23][215/553] Time 2.497 Data 0.001 Err 0.8788 top1 23.438 top5 8.594 | Epoch: [23][216/553] Time 2.444 Data 0.001 Err 0.9732 top1 25.781 top5 8.594 | Epoch: [23][217/553] Time 2.446 Data 0.001 Err 0.7894 top1 23.438 top5 6.250 | Epoch: [23][218/553] Time 2.450 Data 0.001 Err 1.0179 top1 25.000 top5 13.281 | Epoch: [23][219/553] Time 2.440 Data 0.001 Err 0.9208 top1 25.000 top5 9.375 | Epoch: [23][220/553] Time 2.448 Data 0.001 Err 0.9459 top1 25.781 top5 7.812 | Epoch: [23][221/553] Time 2.461 Data 0.001 Err 0.7545 top1 16.406 top5 6.250 | Epoch: [23][222/553] Time 2.497 Data 0.001 Err 0.7307 top1 21.094 top5 7.812 | Epoch: [23][223/553] Time 2.469 Data 0.001 Err 0.6907 top1 26.562 top5 3.906 | Epoch: [23][224/553] Time 2.445 Data 0.001 Err 0.5407 top1 14.062 top5 2.344 | Epoch: [23][225/553] Time 2.449 Data 0.000 Err 0.6541 top1 19.531 top5 4.688 | Epoch: [23][226/553] Time 2.433 Data 0.001 Err 0.6759 top1 23.438 top5 1.562 | Epoch: [23][227/553] Time 2.479 Data 0.001 Err 0.6539 top1 20.312 top5 3.125 | Epoch: [23][228/553] Time 2.446 Data 0.001 Err 0.7606 top1 21.875 top5 4.688 | Epoch: [23][229/553] Time 2.435 Data 0.001 Err 0.7819 top1 22.656 top5 7.031 | Epoch: [23][230/553] Time 2.443 Data 0.001 Err 0.6262 top1 20.312 top5 3.125 | Epoch: [23][231/553] Time 2.482 Data 0.001 Err 0.8134 top1 20.312 top5 7.812 | Epoch: [23][232/553] Time 2.495 Data 0.001 Err 0.9593 top1 23.438 top5 7.812 | Epoch: [23][233/553] Time 2.441 Data 0.001 Err 0.7071 top1 19.531 top5 7.031 | Epoch: [23][234/553] Time 2.473 Data 0.001 Err 1.0462 top1 28.125 top5 11.719 | Epoch: [23][235/553] Time 2.473 Data 0.001 Err 0.6943 top1 15.625 top5 4.688 | Epoch: [23][236/553] Time 2.446 Data 0.001 Err 0.8622 top1 20.312 top5 9.375 | Epoch: [23][237/553] Time 2.473 Data 0.001 Err 1.0852 top1 24.219 top5 13.281 | Epoch: [23][238/553] Time 2.451 Data 0.001 Err 0.7426 top1 21.094 top5 7.812 | Epoch: [23][239/553] Time 2.449 Data 0.001 Err 0.7578 top1 21.875 top5 5.469 | Epoch: [23][240/553] Time 2.444 Data 0.001 Err 0.7239 top1 23.438 top5 4.688 | Epoch: [23][241/553] Time 2.437 Data 0.003 Err 0.6344 top1 17.188 top5 5.469 | Epoch: [23][242/553] Time 2.436 Data 0.001 Err 0.7170 top1 20.312 top5 6.250 | Epoch: [23][243/553] Time 2.455 Data 0.001 Err 0.8825 top1 23.438 top5 7.031 | Epoch: [23][244/553] Time 2.459 Data 0.001 Err 0.6361 top1 17.969 top5 5.469 | Epoch: [23][245/553] Time 2.481 Data 0.000 Err 0.8026 top1 19.531 top5 5.469 | Epoch: [23][246/553] Time 2.491 Data 0.000 Err 0.5949 top1 14.062 top5 5.469 | Epoch: [23][247/553] Time 2.446 Data 0.001 Err 0.9965 top1 26.562 top5 7.812 | Epoch: [23][248/553] Time 2.439 Data 0.001 Err 0.7400 top1 21.094 top5 3.125 | Epoch: [23][249/553] Time 2.462 Data 0.001 Err 0.9342 top1 23.438 top5 9.375 | Epoch: [23][250/553] Time 2.442 Data 0.001 Err 0.7436 top1 21.094 top5 5.469 | Epoch: [23][251/553] Time 2.484 Data 0.001 Err 1.0396 top1 27.344 top5 10.938 | Epoch: [23][252/553] Time 2.467 Data 0.001 Err 0.8706 top1 22.656 top5 10.156 | Epoch: [23][253/553] Time 2.472 Data 0.001 Err 0.5726 top1 14.062 top5 3.906 | Epoch: [23][254/553] Time 2.442 Data 0.001 Err 0.8014 top1 22.656 top5 6.250 | Epoch: [23][255/553] Time 2.478 Data 0.001 Err 1.0164 top1 29.688 top5 7.812 | Epoch: [23][256/553] Time 2.476 Data 0.001 Err 0.8048 top1 22.656 top5 7.031 | Epoch: [23][257/553] Time 2.495 Data 0.001 Err 0.7179 top1 20.312 top5 4.688 | Epoch: [23][258/553] Time 2.451 Data 0.001 Err 0.8979 top1 18.750 top5 10.156 | Epoch: [23][259/553] Time 2.474 Data 0.001 Err 0.8014 top1 21.094 top5 6.250 | Epoch: [23][260/553] Time 2.449 Data 0.001 Err 0.6781 top1 21.094 top5 3.125 | Epoch: [23][261/553] Time 2.449 Data 0.001 Err 0.6347 top1 16.406 top5 3.125 | Epoch: [23][262/553] Time 2.505 Data 0.001 Err 0.6053 top1 16.406 top5 5.469 | Epoch: [23][263/553] Time 2.468 Data 0.000 Err 0.9082 top1 22.656 top5 6.250 | Epoch: [23][264/553] Time 2.446 Data 0.001 Err 0.7943 top1 21.094 top5 7.031 | Epoch: [23][265/553] Time 2.460 Data 0.000 Err 0.8688 top1 26.562 top5 6.250 | Epoch: [23][266/553] Time 2.457 Data 0.001 Err 0.7978 top1 24.219 top5 4.688 | Epoch: [23][267/553] Time 2.447 Data 0.001 Err 0.7075 top1 22.656 top5 3.125 | Epoch: [23][268/553] Time 2.472 Data 0.001 Err 0.8146 top1 23.438 top5 7.031 | Epoch: [23][269/553] Time 2.446 Data 0.001 Err 0.6575 top1 14.844 top5 4.688 | Epoch: [23][270/553] Time 2.447 Data 0.001 Err 0.7125 top1 18.750 top5 4.688 | Epoch: [23][271/553] Time 2.488 Data 0.001 Err 0.8321 top1 21.094 top5 9.375 | Epoch: [23][272/553] Time 2.440 Data 0.001 Err 0.8103 top1 21.094 top5 7.812 | Epoch: [23][273/553] Time 2.476 Data 0.000 Err 0.6954 top1 20.312 top5 4.688 | Epoch: [23][274/553] Time 2.450 Data 0.001 Err 0.8297 top1 24.219 top5 6.250 | Epoch: [23][275/553] Time 2.465 Data 0.001 Err 0.7718 top1 21.875 top5 3.125 | Epoch: [23][276/553] Time 2.439 Data 0.001 Err 0.6099 top1 16.406 top5 3.125 | Epoch: [23][277/553] Time 2.469 Data 0.001 Err 0.6870 top1 17.188 top5 5.469 | Epoch: [23][278/553] Time 2.460 Data 0.001 Err 0.8357 top1 20.312 top5 6.250 | Epoch: [23][279/553] Time 2.443 Data 0.002 Err 0.8450 top1 19.531 top5 11.719 | Epoch: [23][280/553] Time 2.475 Data 0.001 Err 0.6752 top1 17.969 top5 5.469 | Epoch: [23][281/553] Time 2.481 Data 0.001 Err 0.8436 top1 23.438 top5 7.031 | Epoch: [23][282/553] Time 2.447 Data 0.001 Err 0.6402 top1 17.188 top5 5.469 | Epoch: [23][283/553] Time 2.475 Data 0.001 Err 0.6799 top1 15.625 top5 5.469 | Epoch: [23][284/553] Time 2.443 Data 0.000 Err 0.7686 top1 21.094 top5 7.031 | Epoch: [23][285/553] Time 2.484 Data 0.002 Err 0.6482 top1 21.094 top5 4.688 | Epoch: [23][286/553] Time 2.442 Data 0.001 Err 1.0001 top1 23.438 top5 10.156 | Epoch: [23][287/553] Time 2.485 Data 0.001 Err 0.6759 top1 18.750 top5 3.906 | Epoch: [23][288/553] Time 2.474 Data 0.001 Err 0.5568 top1 17.969 top5 3.906 | Epoch: [23][289/553] Time 2.474 Data 0.001 Err 0.7536 top1 17.188 top5 7.031 | Epoch: [23][290/553] Time 2.484 Data 0.000 Err 1.2325 top1 28.125 top5 7.812 | Epoch: [23][291/553] Time 2.467 Data 0.001 Err 0.9095 top1 22.656 top5 8.594 | Epoch: [23][292/553] Time 2.444 Data 0.001 Err 0.8927 top1 24.219 top5 8.594 | Epoch: [23][293/553] Time 2.482 Data 0.001 Err 0.5533 top1 14.844 top5 3.906 | Epoch: [23][294/553] Time 2.454 Data 0.001 Err 0.8972 top1 23.438 top5 11.719 | Epoch: [23][295/553] Time 2.469 Data 0.001 Err 0.7364 top1 20.312 top5 5.469 | Epoch: [23][296/553] Time 2.463 Data 0.001 Err 0.8348 top1 21.875 top5 7.031 | Epoch: [23][297/553] Time 2.506 Data 0.001 Err 0.7867 top1 18.750 top5 6.250 | Epoch: [23][298/553] Time 2.480 Data 0.003 Err 0.7135 top1 18.750 top5 7.031 | Epoch: [23][299/553] Time 2.491 Data 0.001 Err 0.6238 top1 20.312 top5 3.906 | Epoch: [23][300/553] Time 2.442 Data 0.001 Err 0.7927 top1 22.656 top5 7.031 | Epoch: [23][301/553] Time 2.442 Data 0.001 Err 0.8410 top1 22.656 top5 9.375 | Epoch: [23][302/553] Time 2.436 Data 0.001 Err 0.6962 top1 19.531 top5 3.125 | Epoch: [23][303/553] Time 2.437 Data 0.001 Err 0.7510 top1 21.094 top5 8.594 | Epoch: [23][304/553] Time 2.494 Data 0.001 Err 0.9062 top1 22.656 top5 8.594 | Epoch: [23][305/553] Time 2.438 Data 0.001 Err 0.5625 top1 14.062 top5 4.688 | Epoch: [23][306/553] Time 2.445 Data 0.001 Err 0.7166 top1 18.750 top5 5.469 | Epoch: [23][307/553] Time 2.512 Data 0.001 Err 0.7115 top1 18.750 top5 6.250 | Epoch: [23][308/553] Time 2.493 Data 0.001 Err 0.5831 top1 19.531 top5 3.125 | Epoch: [23][309/553] Time 2.440 Data 0.001 Err 0.7966 top1 25.000 top5 5.469 | Epoch: [23][310/553] Time 2.450 Data 0.001 Err 0.6619 top1 16.406 top5 4.688 | Epoch: [23][311/553] Time 2.442 Data 0.001 Err 0.7674 top1 18.750 top5 7.812 | Epoch: [23][312/553] Time 2.476 Data 0.001 Err 0.8403 top1 25.000 top5 7.031 | Epoch: [23][313/553] Time 2.446 Data 0.001 Err 0.7773 top1 16.406 top5 7.812 | Epoch: [23][314/553] Time 2.444 Data 0.001 Err 0.8641 top1 25.000 top5 7.812 | Epoch: [23][315/553] Time 2.480 Data 0.001 Err 0.9387 top1 23.438 top5 8.594 | Epoch: [23][316/553] Time 2.472 Data 0.001 Err 0.9430 top1 25.781 top5 8.594 | Epoch: [23][317/553] Time 2.481 Data 0.001 Err 0.8375 top1 21.094 top5 5.469 | Epoch: [23][318/553] Time 2.461 Data 0.001 Err 0.9924 top1 24.219 top5 9.375 | Epoch: [23][319/553] Time 2.507 Data 0.001 Err 0.8493 top1 24.219 top5 7.812 | Epoch: [23][320/553] Time 2.517 Data 0.001 Err 0.8815 top1 24.219 top5 7.031 | Epoch: [23][321/553] Time 2.488 Data 0.001 Err 0.8247 top1 22.656 top5 5.469 | Epoch: [23][322/553] Time 2.446 Data 0.001 Err 0.7970 top1 25.000 top5 3.125 | Epoch: [23][323/553] Time 2.441 Data 0.001 Err 0.6046 top1 15.625 top5 5.469 | Epoch: [23][324/553] Time 2.462 Data 0.001 Err 0.5811 top1 19.531 top5 2.344 | Epoch: [23][325/553] Time 2.434 Data 0.001 Err 0.7842 top1 24.219 top5 7.031 | Epoch: [23][326/553] Time 2.482 Data 0.001 Err 0.8104 top1 22.656 top5 4.688 | Epoch: [23][327/553] Time 2.445 Data 0.001 Err 0.8606 top1 23.438 top5 7.812 | Epoch: [23][328/553] Time 2.447 Data 0.001 Err 0.6302 top1 17.188 top5 5.469 | Epoch: [23][329/553] Time 2.441 Data 0.001 Err 0.6875 top1 22.656 top5 2.344 | Epoch: [23][330/553] Time 2.454 Data 0.001 Err 0.6721 top1 16.406 top5 4.688 | Epoch: [23][331/553] Time 2.465 Data 0.001 Err 0.9229 top1 22.656 top5 6.250 | Epoch: [23][332/553] Time 2.441 Data 0.001 Err 0.7620 top1 17.969 top5 8.594 | Epoch: [23][333/553] Time 2.444 Data 0.001 Err 0.7139 top1 22.656 top5 5.469 | Epoch: [23][334/553] Time 2.451 Data 0.001 Err 0.6344 top1 15.625 top5 4.688 | Epoch: [23][335/553] Time 2.480 Data 0.001 Err 0.5760 top1 17.188 top5 3.125 | Epoch: [23][336/553] Time 2.447 Data 0.001 Err 0.6722 top1 16.406 top5 5.469 | Epoch: [23][337/553] Time 2.435 Data 0.001 Err 0.5972 top1 19.531 top5 3.125 | Epoch: [23][338/553] Time 2.434 Data 0.001 Err 0.8230 top1 21.875 top5 4.688 | Epoch: [23][339/553] Time 2.479 Data 0.001 Err 0.7233 top1 21.094 top5 6.250 | Epoch: [23][340/553] Time 2.451 Data 0.001 Err 1.0256 top1 23.438 top5 12.500 | Epoch: [23][341/553] Time 2.447 Data 0.001 Err 0.6675 top1 21.875 top5 1.562 | Epoch: [23][342/553] Time 2.450 Data 0.001 Err 0.5979 top1 16.406 top5 3.906 | Epoch: [23][343/553] Time 2.452 Data 0.000 Err 0.8792 top1 22.656 top5 10.156 | Epoch: [23][344/553] Time 2.448 Data 0.001 Err 1.0180 top1 25.000 top5 10.938 | Epoch: [23][345/553] Time 2.437 Data 0.001 Err 0.8345 top1 19.531 top5 7.031 | Epoch: [23][346/553] Time 2.462 Data 0.001 Err 0.7496 top1 23.438 top5 6.250 | Epoch: [23][347/553] Time 2.475 Data 0.000 Err 0.6916 top1 18.750 top5 3.906 | Epoch: [23][348/553] Time 2.477 Data 0.001 Err 0.9315 top1 21.094 top5 7.031 | Epoch: [23][349/553] Time 2.495 Data 0.001 Err 0.9540 top1 24.219 top5 9.375 | Epoch: [23][350/553] Time 2.483 Data 0.001 Err 0.8935 top1 22.656 top5 9.375 | Epoch: [23][351/553] Time 2.467 Data 0.001 Err 0.6756 top1 17.969 top5 4.688 | Epoch: [23][352/553] Time 2.450 Data 0.001 Err 0.9232 top1 25.000 top5 10.938 | Epoch: [23][353/553] Time 2.437 Data 0.001 Err 0.7667 top1 22.656 top5 5.469 | Epoch: [23][354/553] Time 2.455 Data 0.001 Err 0.8637 top1 23.438 top5 7.812 | Epoch: [23][355/553] Time 2.473 Data 0.001 Err 0.7686 top1 20.312 top5 6.250 | Epoch: [23][356/553] Time 2.448 Data 0.001 Err 0.7575 top1 21.094 top5 3.125 | Epoch: [23][357/553] Time 2.446 Data 0.001 Err 1.1638 top1 27.344 top5 14.062 | Epoch: [23][358/553] Time 2.465 Data 0.001 Err 0.5605 top1 14.844 top5 4.688 | Epoch: [23][359/553] Time 2.472 Data 0.000 Err 0.7956 top1 19.531 top5 6.250 | Epoch: [23][360/553] Time 2.463 Data 0.001 Err 0.8463 top1 21.094 top5 5.469 | Epoch: [23][361/553] Time 2.442 Data 0.001 Err 0.7008 top1 18.750 top5 6.250 | Epoch: [23][362/553] Time 2.461 Data 0.001 Err 0.6794 top1 21.094 top5 4.688 | Epoch: [23][363/553] Time 2.441 Data 0.001 Err 0.7439 top1 18.750 top5 3.906 | Epoch: [23][364/553] Time 2.516 Data 0.001 Err 0.9855 top1 31.250 top5 10.156 | Epoch: [23][365/553] Time 2.444 Data 0.001 Err 0.7544 top1 21.875 top5 5.469 | Epoch: [23][366/553] Time 2.468 Data 0.001 Err 0.4447 top1 11.719 top5 2.344 | Epoch: [23][367/553] Time 2.464 Data 0.001 Err 0.8216 top1 24.219 top5 7.031 | Epoch: [23][368/553] Time 2.514 Data 0.001 Err 0.7277 top1 19.531 top5 5.469 | Epoch: [23][369/553] Time 2.492 Data 0.001 Err 0.5902 top1 19.531 top5 3.906 | Epoch: [23][370/553] Time 2.469 Data 0.001 Err 0.9764 top1 27.344 top5 9.375 | Epoch: [23][371/553] Time 2.444 Data 0.001 Err 0.8818 top1 23.438 top5 9.375 | Epoch: [23][372/553] Time 2.480 Data 0.001 Err 0.7794 top1 21.094 top5 8.594 | Epoch: [23][373/553] Time 2.435 Data 0.001 Err 1.0216 top1 25.000 top5 7.812 | Epoch: [23][374/553] Time 2.476 Data 0.001 Err 0.8282 top1 21.875 top5 7.812 | Epoch: [23][375/553] Time 2.453 Data 0.001 Err 0.7817 top1 20.312 top5 7.812 | Epoch: [23][376/553] Time 2.444 Data 0.001 Err 0.8843 top1 21.875 top5 8.594 | Epoch: [23][377/553] Time 2.472 Data 0.001 Err 0.7846 top1 19.531 top5 8.594 | Epoch: [23][378/553] Time 2.480 Data 0.001 Err 0.7117 top1 17.188 top5 6.250 | Epoch: [23][379/553] Time 2.481 Data 0.001 Err 0.8055 top1 24.219 top5 7.031 | Epoch: [23][380/553] Time 2.463 Data 0.001 Err 0.6172 top1 20.312 top5 3.906 | Epoch: [23][381/553] Time 2.437 Data 0.001 Err 0.9261 top1 24.219 top5 10.156 | Epoch: [23][382/553] Time 2.467 Data 0.001 Err 0.7910 top1 21.094 top5 10.156 | Epoch: [23][383/553] Time 2.452 Data 0.001 Err 0.8357 top1 24.219 top5 7.031 | Epoch: [23][384/553] Time 2.451 Data 0.001 Err 0.6830 top1 21.094 top5 3.906 | Epoch: [23][385/553] Time 2.496 Data 0.001 Err 0.7243 top1 21.094 top5 5.469 | Epoch: [23][386/553] Time 2.476 Data 0.000 Err 0.8565 top1 23.438 top5 6.250 | Epoch: [23][387/553] Time 2.444 Data 0.001 Err 0.8981 top1 20.312 top5 10.938 | Epoch: [23][388/553] Time 2.444 Data 0.001 Err 0.7198 top1 18.750 top5 3.125 | Epoch: [23][389/553] Time 2.451 Data 0.001 Err 0.6533 top1 16.406 top5 6.250 | Epoch: [23][390/553] Time 2.479 Data 0.001 Err 0.9065 top1 23.438 top5 6.250 | Epoch: [23][391/553] Time 2.443 Data 0.001 Err 0.7021 top1 22.656 top5 3.906 | Epoch: [23][392/553] Time 2.441 Data 0.001 Err 0.8022 top1 22.656 top5 6.250 | Epoch: [23][393/553] Time 2.441 Data 0.001 Err 0.7584 top1 21.094 top5 5.469 | Epoch: [23][394/553] Time 2.465 Data 0.001 Err 0.6155 top1 20.312 top5 1.562 | Epoch: [23][395/553] Time 2.491 Data 0.001 Err 0.7523 top1 18.750 top5 7.031 | Epoch: [23][396/553] Time 2.447 Data 0.001 Err 0.6958 top1 17.188 top5 5.469 | Epoch: [23][397/553] Time 2.483 Data 0.001 Err 1.0332 top1 25.781 top5 11.719 | Epoch: [23][398/553] Time 2.506 Data 0.001 Err 0.6411 top1 18.750 top5 3.906 | Epoch: [23][399/553] Time 2.441 Data 0.001 Err 0.8190 top1 22.656 top5 3.906 | Epoch: [23][400/553] Time 2.469 Data 0.001 Err 0.8474 top1 27.344 top5 8.594 | Epoch: [23][401/553] Time 2.446 Data 0.001 Err 0.8323 top1 26.562 top5 9.375 | Epoch: [23][402/553] Time 2.467 Data 0.001 Err 0.5737 top1 18.750 top5 3.125 | Epoch: [23][403/553] Time 2.452 Data 0.001 Err 0.6950 top1 20.312 top5 5.469 | Epoch: [23][404/553] Time 2.435 Data 0.001 Err 0.8241 top1 20.312 top5 7.031 | Epoch: [23][405/553] Time 2.447 Data 0.000 Err 0.8635 top1 23.438 top5 5.469 | Epoch: [23][406/553] Time 2.449 Data 0.001 Err 0.9548 top1 26.562 top5 8.594 | Epoch: [23][407/553] Time 2.440 Data 0.001 Err 0.9197 top1 23.438 top5 9.375 | Epoch: [23][408/553] Time 2.464 Data 0.001 Err 0.9086 top1 22.656 top5 10.156 | Epoch: [23][409/553] Time 2.446 Data 0.001 Err 0.9756 top1 25.781 top5 9.375 | Epoch: [23][410/553] Time 2.480 Data 0.001 Err 1.2135 top1 31.250 top5 17.188 | Epoch: [23][411/553] Time 2.438 Data 0.001 Err 0.7140 top1 22.656 top5 5.469 | Epoch: [23][412/553] Time 2.449 Data 0.001 Err 0.8835 top1 24.219 top5 9.375 | Epoch: [23][413/553] Time 2.445 Data 0.001 Err 0.8320 top1 23.438 top5 9.375 | Epoch: [23][414/553] Time 2.454 Data 0.001 Err 0.6891 top1 19.531 top5 5.469 | Epoch: [23][415/553] Time 2.447 Data 0.001 Err 0.7314 top1 17.969 top5 5.469 | Epoch: [23][416/553] Time 2.465 Data 0.001 Err 0.6900 top1 20.312 top5 4.688 | Epoch: [23][417/553] Time 2.450 Data 0.001 Err 0.8673 top1 25.781 top5 3.125 | Epoch: [23][418/553] Time 2.499 Data 0.001 Err 0.6192 top1 18.750 top5 4.688 | Epoch: [23][419/553] Time 2.436 Data 0.001 Err 0.7177 top1 15.625 top5 6.250 | Epoch: [23][420/553] Time 2.475 Data 0.001 Err 0.7805 top1 21.875 top5 4.688 | Epoch: [23][421/553] Time 2.440 Data 0.001 Err 0.7307 top1 22.656 top5 3.906 | Epoch: [23][422/553] Time 2.484 Data 0.001 Err 0.8277 top1 22.656 top5 7.031 | Epoch: [23][423/553] Time 2.436 Data 0.001 Err 0.8443 top1 25.000 top5 6.250 | Epoch: [23][424/553] Time 2.489 Data 0.001 Err 0.7939 top1 21.094 top5 4.688 | Epoch: [23][425/553] Time 2.449 Data 0.001 Err 0.7752 top1 21.875 top5 5.469 | Epoch: [23][426/553] Time 2.440 Data 0.001 Err 0.8067 top1 25.000 top5 8.594 | Epoch: [23][427/553] Time 2.437 Data 0.001 Err 0.8939 top1 21.094 top5 7.031 | Epoch: [23][428/553] Time 2.483 Data 0.001 Err 0.7477 top1 19.531 top5 6.250 | Epoch: [23][429/553] Time 2.440 Data 0.001 Err 0.9156 top1 23.438 top5 10.938 | Epoch: [23][430/553] Time 2.460 Data 0.001 Err 0.8806 top1 23.438 top5 8.594 | Epoch: [23][431/553] Time 2.459 Data 0.001 Err 0.6986 top1 20.312 top5 5.469 | Epoch: [23][432/553] Time 2.483 Data 0.001 Err 0.8932 top1 22.656 top5 9.375 | Epoch: [23][433/553] Time 2.450 Data 0.001 Err 0.7195 top1 20.312 top5 6.250 | Epoch: [23][434/553] Time 2.437 Data 0.001 Err 0.9890 top1 26.562 top5 6.250 | Epoch: [23][435/553] Time 2.504 Data 0.001 Err 0.7889 top1 22.656 top5 5.469 | Epoch: [23][436/553] Time 2.446 Data 0.001 Err 0.8433 top1 21.875 top5 6.250 | Epoch: [23][437/553] Time 2.444 Data 0.001 Err 0.7796 top1 18.750 top5 7.812 | Epoch: [23][438/553] Time 2.456 Data 0.001 Err 0.9460 top1 25.000 top5 8.594 | Epoch: [23][439/553] Time 2.462 Data 0.001 Err 0.7765 top1 23.438 top5 6.250 | Epoch: [23][440/553] Time 2.444 Data 0.001 Err 0.9146 top1 21.875 top5 7.812 | Epoch: [23][441/553] Time 2.479 Data 0.001 Err 0.6721 top1 16.406 top5 7.812 | Epoch: [23][442/553] Time 2.443 Data 0.001 Err 0.6888 top1 21.094 top5 6.250 | Epoch: [23][443/553] Time 2.444 Data 0.001 Err 0.7532 top1 17.969 top5 6.250 | Epoch: [23][444/553] Time 2.459 Data 0.001 Err 0.7105 top1 22.656 top5 4.688 | Epoch: [23][445/553] Time 2.448 Data 0.001 Err 0.6674 top1 18.750 top5 5.469 | Epoch: [23][446/553] Time 2.524 Data 0.001 Err 0.8217 top1 26.562 top5 6.250 | Epoch: [23][447/553] Time 2.443 Data 0.001 Err 0.7376 top1 16.406 top5 7.812 | Epoch: [23][448/553] Time 2.446 Data 0.001 Err 0.6031 top1 15.625 top5 6.250 | Epoch: [23][449/553] Time 2.439 Data 0.001 Err 0.7412 top1 21.094 top5 7.812 | Epoch: [23][450/553] Time 2.442 Data 0.003 Err 0.9742 top1 25.781 top5 9.375 | Epoch: [23][451/553] Time 2.442 Data 0.000 Err 0.7143 top1 20.312 top5 4.688 | Epoch: [23][452/553] Time 2.508 Data 0.000 Err 0.8512 top1 25.000 top5 7.812 | Epoch: [23][453/553] Time 2.484 Data 0.001 Err 0.6535 top1 17.969 top5 3.906 | Epoch: [23][454/553] Time 2.437 Data 0.001 Err 0.8084 top1 22.656 top5 4.688 | Epoch: [23][455/553] Time 2.450 Data 0.001 Err 0.6386 top1 15.625 top5 5.469 | Epoch: [23][456/553] Time 2.479 Data 0.001 Err 0.7134 top1 18.750 top5 4.688 | Epoch: [23][457/553] Time 2.432 Data 0.001 Err 0.7051 top1 19.531 top5 2.344 | Epoch: [23][458/553] Time 2.492 Data 0.001 Err 0.7684 top1 17.188 top5 6.250 | Epoch: [23][459/553] Time 2.448 Data 0.001 Err 0.7473 top1 21.094 top5 5.469 | Epoch: [23][460/553] Time 2.479 Data 0.001 Err 0.8740 top1 25.781 top5 3.906 | Epoch: [23][461/553] Time 2.441 Data 0.001 Err 0.8266 top1 21.875 top5 7.031 | Epoch: [23][462/553] Time 2.482 Data 0.001 Err 0.7064 top1 20.312 top5 6.250 | Epoch: [23][463/553] Time 2.490 Data 0.000 Err 0.6700 top1 22.656 top5 4.688 | Epoch: [23][464/553] Time 2.447 Data 0.001 Err 0.7448 top1 19.531 top5 7.031 | Epoch: [23][465/553] Time 2.488 Data 0.001 Err 0.7211 top1 20.312 top5 8.594 | Epoch: [23][466/553] Time 2.480 Data 0.001 Err 0.8876 top1 22.656 top5 5.469 | Epoch: [23][467/553] Time 2.460 Data 0.001 Err 0.7621 top1 18.750 top5 6.250 | Epoch: [23][468/553] Time 2.444 Data 0.001 Err 0.7148 top1 19.531 top5 7.812 | Epoch: [23][469/553] Time 2.461 Data 0.001 Err 0.6122 top1 17.188 top5 4.688 | Epoch: [23][470/553] Time 2.477 Data 0.001 Err 0.7910 top1 21.094 top5 9.375 | Epoch: [23][471/553] Time 2.494 Data 0.001 Err 0.8502 top1 28.125 top5 6.250 | Epoch: [23][472/553] Time 2.491 Data 0.001 Err 0.8883 top1 25.000 top5 9.375 | Epoch: [23][473/553] Time 2.492 Data 0.001 Err 0.7735 top1 20.312 top5 7.812 | Epoch: [23][474/553] Time 2.470 Data 0.001 Err 0.6346 top1 14.844 top5 5.469 | Epoch: [23][475/553] Time 2.437 Data 0.001 Err 0.7735 top1 24.219 top5 6.250 | Epoch: [23][476/553] Time 2.439 Data 0.001 Err 0.6131 top1 17.969 top5 4.688 | Epoch: [23][477/553] Time 2.452 Data 0.001 Err 0.7370 top1 17.969 top5 7.031 | Epoch: [23][478/553] Time 2.521 Data 0.001 Err 0.7266 top1 21.094 top5 6.250 | Epoch: [23][479/553] Time 2.477 Data 0.001 Err 0.8346 top1 25.000 top5 8.594 | Epoch: [23][480/553] Time 2.462 Data 0.001 Err 0.8268 top1 21.875 top5 9.375 | Epoch: [23][481/553] Time 2.447 Data 0.001 Err 0.7261 top1 22.656 top5 3.906 | Epoch: [23][482/553] Time 2.479 Data 0.001 Err 0.8095 top1 21.875 top5 7.812 | Epoch: [23][483/553] Time 2.480 Data 0.001 Err 0.7744 top1 20.312 top5 6.250 | Epoch: [23][484/553] Time 2.451 Data 0.001 Err 0.7254 top1 21.875 top5 4.688 | Epoch: [23][485/553] Time 2.463 Data 0.001 Err 0.9178 top1 21.875 top5 8.594 | Epoch: [23][486/553] Time 2.455 Data 0.001 Err 0.7107 top1 16.406 top5 5.469 | Epoch: [23][487/553] Time 2.464 Data 0.001 Err 0.8348 top1 20.312 top5 7.031 | Epoch: [23][488/553] Time 2.452 Data 0.001 Err 0.8810 top1 24.219 top5 8.594 | Epoch: [23][489/553] Time 2.526 Data 0.001 Err 0.9006 top1 21.094 top5 11.719 | Epoch: [23][490/553] Time 2.436 Data 0.001 Err 0.8361 top1 22.656 top5 2.344 | Epoch: [23][491/553] Time 2.472 Data 0.001 Err 0.7380 top1 21.875 top5 6.250 | Epoch: [23][492/553] Time 2.467 Data 0.001 Err 0.9595 top1 25.781 top5 8.594 | Epoch: [23][493/553] Time 2.439 Data 0.000 Err 0.6447 top1 17.969 top5 4.688 | Epoch: [23][494/553] Time 2.460 Data 0.001 Err 0.8316 top1 24.219 top5 4.688 | Epoch: [23][495/553] Time 2.444 Data 0.001 Err 0.8816 top1 25.000 top5 5.469 | Epoch: [23][496/553] Time 2.445 Data 0.001 Err 0.8076 top1 24.219 top5 7.812 | Epoch: [23][497/553] Time 2.458 Data 0.001 Err 0.6795 top1 21.875 top5 4.688 | Epoch: [23][498/553] Time 2.446 Data 0.001 Err 0.8576 top1 29.688 top5 6.250 | Epoch: [23][499/553] Time 2.450 Data 0.001 Err 0.9440 top1 22.656 top5 10.938 | Epoch: [23][500/553] Time 2.441 Data 0.001 Err 0.9171 top1 26.562 top5 10.938 | Epoch: [23][501/553] Time 2.471 Data 0.001 Err 0.9557 top1 28.125 top5 7.812 | Epoch: [23][502/553] Time 2.481 Data 0.001 Err 0.7195 top1 18.750 top5 6.250 | Epoch: [23][503/553] Time 2.480 Data 0.001 Err 0.9566 top1 24.219 top5 7.812 | Epoch: [23][504/553] Time 2.478 Data 0.001 Err 0.8683 top1 22.656 top5 7.812 | Epoch: [23][505/553] Time 2.444 Data 0.001 Err 0.7944 top1 22.656 top5 6.250 | Epoch: [23][506/553] Time 2.468 Data 0.001 Err 0.8013 top1 22.656 top5 7.812 | Epoch: [23][507/553] Time 2.443 Data 0.001 Err 0.6885 top1 22.656 top5 4.688 | Epoch: [23][508/553] Time 2.443 Data 0.001 Err 0.6721 top1 17.969 top5 5.469 | Epoch: [23][509/553] Time 2.451 Data 0.001 Err 0.8751 top1 21.875 top5 6.250 | Epoch: [23][510/553] Time 2.456 Data 0.001 Err 0.9364 top1 25.781 top5 8.594 | Epoch: [23][511/553] Time 2.442 Data 0.001 Err 0.8167 top1 20.312 top5 7.812 | Epoch: [23][512/553] Time 2.505 Data 0.001 Err 0.7883 top1 21.094 top5 7.812 | Epoch: [23][513/553] Time 2.434 Data 0.001 Err 0.7857 top1 18.750 top5 7.031 | Epoch: [23][514/553] Time 2.445 Data 0.001 Err 0.8142 top1 22.656 top5 7.812 | Epoch: [23][515/553] Time 2.447 Data 0.001 Err 0.6581 top1 21.094 top5 4.688 | Epoch: [23][516/553] Time 2.439 Data 0.001 Err 1.1114 top1 30.469 top5 6.250 | Epoch: [23][517/553] Time 2.502 Data 0.001 Err 0.7637 top1 18.750 top5 5.469 | Epoch: [23][518/553] Time 2.441 Data 0.001 Err 0.8273 top1 23.438 top5 6.250 | Epoch: [23][519/553] Time 2.445 Data 0.001 Err 0.8316 top1 20.312 top5 6.250 | Epoch: [23][520/553] Time 2.472 Data 0.000 Err 0.7586 top1 20.312 top5 6.250 | Epoch: [23][521/553] Time 2.446 Data 0.001 Err 0.9647 top1 28.906 top5 7.031 | Epoch: [23][522/553] Time 2.448 Data 0.001 Err 0.7953 top1 23.438 top5 5.469 | Epoch: [23][523/553] Time 2.496 Data 0.001 Err 0.7385 top1 19.531 top5 4.688 | Epoch: [23][524/553] Time 2.479 Data 0.001 Err 0.8455 top1 24.219 top5 7.031 | Epoch: [23][525/553] Time 2.465 Data 0.001 Err 0.8087 top1 22.656 top5 7.031 | Epoch: [23][526/553] Time 2.474 Data 0.002 Err 0.8146 top1 21.875 top5 7.031 | Epoch: [23][527/553] Time 2.445 Data 0.001 Err 0.7384 top1 22.656 top5 3.906 | Epoch: [23][528/553] Time 2.477 Data 0.001 Err 0.7778 top1 22.656 top5 7.031 | Epoch: [23][529/553] Time 2.486 Data 0.000 Err 0.7776 top1 21.875 top5 4.688 | Epoch: [23][530/553] Time 2.448 Data 0.001 Err 0.8181 top1 23.438 top5 5.469 | Epoch: [23][531/553] Time 2.456 Data 0.001 Err 1.0070 top1 23.438 top5 9.375 | Epoch: [23][532/553] Time 2.479 Data 0.001 Err 0.9841 top1 27.344 top5 7.031 | Epoch: [23][533/553] Time 2.462 Data 0.001 Err 0.7528 top1 21.094 top5 3.906 | Epoch: [23][534/553] Time 2.446 Data 0.001 Err 0.6667 top1 17.188 top5 5.469 | Epoch: [23][535/553] Time 2.480 Data 0.001 Err 0.8211 top1 22.656 top5 5.469 | Epoch: [23][536/553] Time 2.439 Data 0.001 Err 0.8084 top1 23.438 top5 8.594 | Epoch: [23][537/553] Time 2.437 Data 0.001 Err 0.5983 top1 17.969 top5 2.344 | Epoch: [23][538/553] Time 2.487 Data 0.001 Err 0.7791 top1 21.094 top5 7.031 | Epoch: [23][539/553] Time 2.486 Data 0.001 Err 0.7187 top1 22.656 top5 5.469 | Epoch: [23][540/553] Time 2.512 Data 0.000 Err 0.7130 top1 21.094 top5 3.125 | Epoch: [23][541/553] Time 2.526 Data 0.001 Err 0.6124 top1 16.406 top5 2.344 | Epoch: [23][542/553] Time 2.485 Data 0.001 Err 0.6904 top1 16.406 top5 6.250 | Epoch: [23][543/553] Time 2.503 Data 0.000 Err 0.7782 top1 25.000 top5 5.469 | Epoch: [23][544/553] Time 2.509 Data 0.000 Err 0.9066 top1 27.344 top5 7.031 | Epoch: [23][545/553] Time 2.489 Data 0.000 Err 0.8221 top1 21.094 top5 6.250 | Epoch: [23][546/553] Time 2.482 Data 0.000 Err 1.0149 top1 25.781 top5 12.500 | Epoch: [23][547/553] Time 2.473 Data 0.000 Err 0.7915 top1 20.312 top5 4.688 | Epoch: [23][548/553] Time 2.439 Data 0.000 Err 0.8957 top1 20.312 top5 7.812 | Epoch: [23][549/553] Time 2.443 Data 0.000 Err 0.7722 top1 20.312 top5 4.688 | Epoch: [23][550/553] Time 2.489 Data 0.000 Err 0.8321 top1 24.219 top5 7.812 | Epoch: [23][551/553] Time 2.441 Data 0.000 Err 0.7642 top1 23.438 top5 3.906 | Epoch: [23][552/553] Time 2.446 Data 0.000 Err 0.7676 top1 21.094 top5 4.688 | Epoch: [23][553/553] Time 1.029 Data 0.000 Err 1.0598 top1 29.545 top5 9.091 | Test: [23][1/198] Time 2.213 Data 1.483 top1 36.719 ( 36.719) top5 13.281 ( 13.281) | Test: [23][2/198] Time 0.730 Data 0.003 top1 28.906 ( 32.812) top5 10.156 ( 11.719) | Test: [23][3/198] Time 0.722 Data 0.000 top1 26.562 ( 30.729) top5 7.812 ( 10.417) | Test: [23][4/198] Time 0.719 Data 0.001 top1 22.656 ( 28.711) top5 7.031 ( 9.570) | Test: [23][5/198] Time 0.717 Data 0.001 top1 22.656 ( 27.500) top5 8.594 ( 9.375) | Test: [23][6/198] Time 0.717 Data 0.001 top1 34.375 ( 28.646) top5 8.594 ( 9.245) | Test: [23][7/198] Time 0.718 Data 0.001 top1 28.125 ( 28.571) top5 11.719 ( 9.598) | Test: [23][8/198] Time 0.726 Data 0.003 top1 27.344 ( 28.418) top5 6.250 ( 9.180) | Test: [23][9/198] Time 0.721 Data 0.001 top1 33.594 ( 28.993) top5 12.500 ( 9.549) | Test: [23][10/198] Time 0.720 Data 0.001 top1 36.719 ( 29.766) top5 9.375 ( 9.531) | Test: [23][11/198] Time 0.722 Data 0.001 top1 25.781 ( 29.403) top5 4.688 ( 9.091) | Test: [23][12/198] Time 0.719 Data 0.001 top1 26.562 ( 29.167) top5 12.500 ( 9.375) | Test: [23][13/198] Time 0.715 Data 0.001 top1 30.469 ( 29.267) top5 9.375 ( 9.375) | Test: [23][14/198] Time 0.723 Data 0.001 top1 29.688 ( 29.297) top5 7.812 ( 9.263) | Test: [23][15/198] Time 0.718 Data 0.001 top1 17.969 ( 28.542) top5 4.688 ( 8.958) | Test: [23][16/198] Time 0.714 Data 0.000 top1 26.562 ( 28.418) top5 10.156 ( 9.033) | Test: [23][17/198] Time 0.719 Data 0.001 top1 25.000 ( 28.217) top5 10.938 ( 9.145) | Test: [23][18/198] Time 0.766 Data 0.001 top1 23.438 ( 27.951) top5 7.031 ( 9.028) | Test: [23][19/198] Time 0.720 Data 0.001 top1 30.469 ( 28.084) top5 10.156 ( 9.087) | Test: [23][20/198] Time 0.726 Data 0.001 top1 35.156 ( 28.438) top5 7.812 ( 9.023) | Test: [23][21/198] Time 0.715 Data 0.001 top1 32.812 ( 28.646) top5 7.031 ( 8.929) | Test: [23][22/198] Time 0.730 Data 0.001 top1 27.344 ( 28.587) top5 7.812 ( 8.878) | Test: [23][23/198] Time 0.721 Data 0.001 top1 24.219 ( 28.397) top5 9.375 ( 8.899) | Test: [23][24/198] Time 0.716 Data 0.001 top1 29.688 ( 28.451) top5 10.938 ( 8.984) | Test: [23][25/198] Time 0.718 Data 0.001 top1 31.250 ( 28.562) top5 7.031 ( 8.906) | Test: [23][26/198] Time 0.728 Data 0.001 top1 37.500 ( 28.906) top5 10.156 ( 8.954) | Test: [23][27/198] Time 0.727 Data 0.001 top1 30.469 ( 28.964) top5 11.719 ( 9.057) | Test: [23][28/198] Time 0.727 Data 0.001 top1 29.688 ( 28.990) top5 10.156 ( 9.096) | Test: [23][29/198] Time 0.722 Data 0.001 top1 28.906 ( 28.987) top5 9.375 ( 9.106) | Test: [23][30/198] Time 0.718 Data 0.001 top1 25.000 ( 28.854) top5 4.688 ( 8.958) | Test: [23][31/198] Time 0.729 Data 0.001 top1 28.125 ( 28.831) top5 8.594 ( 8.947) | Test: [23][32/198] Time 0.723 Data 0.001 top1 24.219 ( 28.687) top5 10.938 ( 9.009) | Test: [23][33/198] Time 0.793 Data 0.001 top1 28.125 ( 28.670) top5 11.719 ( 9.091) | Test: [23][34/198] Time 0.752 Data 0.001 top1 29.688 ( 28.699) top5 10.156 ( 9.122) | Test: [23][35/198] Time 0.743 Data 0.001 top1 25.000 ( 28.594) top5 3.906 ( 8.973) | Test: [23][36/198] Time 0.724 Data 0.000 top1 31.250 ( 28.668) top5 10.938 ( 9.028) | Test: [23][37/198] Time 0.719 Data 0.001 top1 40.625 ( 28.991) top5 8.594 ( 9.016) | Test: [23][38/198] Time 0.719 Data 0.001 top1 32.031 ( 29.071) top5 5.469 ( 8.923) | Test: [23][39/198] Time 0.718 Data 0.001 top1 28.906 ( 29.067) top5 8.594 ( 8.914) | Test: [23][40/198] Time 0.722 Data 0.001 top1 32.031 ( 29.141) top5 14.062 ( 9.043) | Test: [23][41/198] Time 0.765 Data 0.001 top1 26.562 ( 29.078) top5 8.594 ( 9.032) | Test: [23][42/198] Time 0.719 Data 0.001 top1 35.938 ( 29.241) top5 9.375 ( 9.040) | Test: [23][43/198] Time 0.802 Data 0.002 top1 25.000 ( 29.142) top5 10.156 ( 9.066) | Test: [23][44/198] Time 0.755 Data 0.001 top1 27.344 ( 29.102) top5 7.031 ( 9.020) | Test: [23][45/198] Time 0.807 Data 0.001 top1 33.594 ( 29.201) top5 10.938 ( 9.062) | Test: [23][46/198] Time 0.802 Data 0.001 top1 25.781 ( 29.127) top5 6.250 ( 9.001) | Test: [23][47/198] Time 0.774 Data 0.001 top1 35.938 ( 29.272) top5 10.156 ( 9.026) | Test: [23][48/198] Time 0.721 Data 0.001 top1 32.031 ( 29.329) top5 10.938 ( 9.066) | Test: [23][49/198] Time 0.719 Data 0.001 top1 28.906 ( 29.321) top5 7.031 ( 9.024) | Test: [23][50/198] Time 0.734 Data 0.001 top1 24.219 ( 29.219) top5 8.594 ( 9.016) | Test: [23][51/198] Time 0.747 Data 0.001 top1 24.219 ( 29.121) top5 7.031 ( 8.977) | Test: [23][52/198] Time 0.753 Data 0.001 top1 17.969 ( 28.906) top5 4.688 ( 8.894) | Test: [23][53/198] Time 0.727 Data 0.001 top1 32.812 ( 28.980) top5 10.938 ( 8.933) | Test: [23][54/198] Time 0.722 Data 0.001 top1 32.031 ( 29.036) top5 8.594 ( 8.927) | Test: [23][55/198] Time 0.722 Data 0.001 top1 24.219 ( 28.949) top5 8.594 ( 8.920) | Test: [23][56/198] Time 0.719 Data 0.001 top1 28.125 ( 28.934) top5 6.250 ( 8.873) | Test: [23][57/198] Time 0.734 Data 0.001 top1 26.562 ( 28.893) top5 5.469 ( 8.813) | Test: [23][58/198] Time 0.721 Data 0.001 top1 32.031 ( 28.947) top5 9.375 ( 8.823) | Test: [23][59/198] Time 0.729 Data 0.001 top1 28.906 ( 28.946) top5 6.250 ( 8.779) | Test: [23][60/198] Time 0.756 Data 0.001 top1 27.344 ( 28.919) top5 13.281 ( 8.854) | Test: [23][61/198] Time 0.731 Data 0.001 top1 26.562 ( 28.881) top5 11.719 ( 8.901) | Test: [23][62/198] Time 0.718 Data 0.001 top1 25.781 ( 28.831) top5 12.500 ( 8.959) | Test: [23][63/198] Time 0.714 Data 0.001 top1 29.688 ( 28.844) top5 10.156 ( 8.978) | Test: [23][64/198] Time 0.726 Data 0.001 top1 32.031 ( 28.894) top5 9.375 ( 8.984) | Test: [23][65/198] Time 0.715 Data 0.001 top1 26.562 ( 28.858) top5 6.250 ( 8.942) | Test: [23][66/198] Time 0.721 Data 0.001 top1 21.875 ( 28.752) top5 5.469 ( 8.890) | Test: [23][67/198] Time 0.740 Data 0.001 top1 30.469 ( 28.778) top5 11.719 ( 8.932) | Test: [23][68/198] Time 0.722 Data 0.002 top1 27.344 ( 28.757) top5 9.375 ( 8.938) | Test: [23][69/198] Time 0.725 Data 0.001 top1 29.688 ( 28.770) top5 11.719 ( 8.979) | Test: [23][70/198] Time 0.786 Data 0.001 top1 28.125 ( 28.761) top5 10.156 ( 8.996) | Test: [23][71/198] Time 0.725 Data 0.001 top1 25.781 ( 28.719) top5 10.156 ( 9.012) | Test: [23][72/198] Time 0.725 Data 0.001 top1 31.250 ( 28.754) top5 11.719 ( 9.049) | Test: [23][73/198] Time 0.747 Data 0.001 top1 24.219 ( 28.692) top5 4.688 ( 8.990) | Test: [23][74/198] Time 0.726 Data 0.001 top1 25.000 ( 28.642) top5 5.469 ( 8.942) | Test: [23][75/198] Time 0.736 Data 0.001 top1 25.000 ( 28.594) top5 7.031 ( 8.917) | Test: [23][76/198] Time 0.756 Data 0.001 top1 30.469 ( 28.618) top5 6.250 ( 8.882) | Test: [23][77/198] Time 0.726 Data 0.008 top1 27.344 ( 28.602) top5 6.250 ( 8.847) | Test: [23][78/198] Time 0.724 Data 0.001 top1 28.906 ( 28.606) top5 13.281 ( 8.904) | Test: [23][79/198] Time 0.730 Data 0.001 top1 28.125 ( 28.600) top5 6.250 ( 8.871) | Test: [23][80/198] Time 0.719 Data 0.001 top1 18.750 ( 28.477) top5 6.250 ( 8.838) | Test: [23][81/198] Time 0.719 Data 0.001 top1 28.906 ( 28.482) top5 7.812 ( 8.825) | Test: [23][82/198] Time 0.720 Data 0.001 top1 23.438 ( 28.420) top5 7.812 ( 8.813) | Test: [23][83/198] Time 0.715 Data 0.001 top1 31.250 ( 28.454) top5 9.375 ( 8.820) | Test: [23][84/198] Time 0.738 Data 0.001 top1 28.125 ( 28.451) top5 11.719 ( 8.854) | Test: [23][85/198] Time 0.727 Data 0.000 top1 23.438 ( 28.392) top5 10.156 ( 8.869) | Test: [23][86/198] Time 0.722 Data 0.001 top1 21.875 ( 28.316) top5 5.469 ( 8.830) | Test: [23][87/198] Time 0.723 Data 0.001 top1 30.469 ( 28.341) top5 10.938 ( 8.854) | Test: [23][88/198] Time 0.718 Data 0.001 top1 23.438 ( 28.285) top5 6.250 ( 8.825) | Test: [23][89/198] Time 0.719 Data 0.001 top1 40.625 ( 28.423) top5 17.188 ( 8.919) | Test: [23][90/198] Time 0.721 Data 0.001 top1 31.250 ( 28.455) top5 7.812 ( 8.906) | Test: [23][91/198] Time 0.715 Data 0.001 top1 31.250 ( 28.486) top5 6.250 ( 8.877) | Test: [23][92/198] Time 0.720 Data 0.001 top1 38.281 ( 28.592) top5 10.156 ( 8.891) | Test: [23][93/198] Time 0.720 Data 0.001 top1 36.719 ( 28.679) top5 10.938 ( 8.913) | Test: [23][94/198] Time 0.724 Data 0.001 top1 29.688 ( 28.690) top5 14.062 ( 8.968) | Test: [23][95/198] Time 0.781 Data 0.001 top1 26.562 ( 28.668) top5 8.594 ( 8.964) | Test: [23][96/198] Time 0.782 Data 0.001 top1 20.312 ( 28.581) top5 4.688 ( 8.919) | Test: [23][97/198] Time 0.753 Data 0.001 top1 28.125 ( 28.576) top5 8.594 ( 8.916) | Test: [23][98/198] Time 0.722 Data 0.001 top1 35.938 ( 28.651) top5 13.281 ( 8.960) | Test: [23][99/198] Time 0.717 Data 0.001 top1 32.031 ( 28.685) top5 10.938 ( 8.980) | Test: [23][100/198] Time 0.718 Data 0.001 top1 33.594 ( 28.734) top5 10.938 ( 9.000) | Test: [23][101/198] Time 0.719 Data 0.001 top1 33.594 ( 28.782) top5 13.281 ( 9.042) | Test: [23][102/198] Time 0.717 Data 0.001 top1 27.344 ( 28.768) top5 9.375 ( 9.046) | Test: [23][103/198] Time 0.763 Data 0.001 top1 32.812 ( 28.808) top5 12.500 ( 9.079) | Test: [23][104/198] Time 0.729 Data 0.001 top1 32.812 ( 28.846) top5 14.062 ( 9.127) | Test: [23][105/198] Time 0.744 Data 0.001 top1 31.250 ( 28.869) top5 9.375 ( 9.129) | Test: [23][106/198] Time 0.764 Data 0.001 top1 35.938 ( 28.936) top5 11.719 ( 9.154) | Test: [23][107/198] Time 0.748 Data 0.001 top1 21.094 ( 28.862) top5 10.938 ( 9.171) | Test: [23][108/198] Time 0.722 Data 0.001 top1 25.000 ( 28.827) top5 10.938 ( 9.187) | Test: [23][109/198] Time 0.717 Data 0.001 top1 28.906 ( 28.827) top5 9.375 ( 9.189) | Test: [23][110/198] Time 0.728 Data 0.001 top1 29.688 ( 28.835) top5 6.250 ( 9.162) | Test: [23][111/198] Time 0.726 Data 0.001 top1 32.812 ( 28.871) top5 7.031 ( 9.143) | Test: [23][112/198] Time 0.722 Data 0.001 top1 27.344 ( 28.857) top5 7.812 ( 9.131) | Test: [23][113/198] Time 0.715 Data 0.001 top1 21.094 ( 28.789) top5 6.250 ( 9.105) | Test: [23][114/198] Time 0.733 Data 0.001 top1 28.906 ( 28.790) top5 10.156 ( 9.115) | Test: [23][115/198] Time 0.732 Data 0.001 top1 28.906 ( 28.791) top5 3.906 ( 9.069) | Test: [23][116/198] Time 0.727 Data 0.001 top1 32.812 ( 28.825) top5 10.938 ( 9.085) | Test: [23][117/198] Time 0.729 Data 0.001 top1 23.438 ( 28.779) top5 7.031 ( 9.068) | Test: [23][118/198] Time 0.727 Data 0.001 top1 21.094 ( 28.714) top5 5.469 ( 9.037) | Test: [23][119/198] Time 0.722 Data 0.001 top1 29.688 ( 28.722) top5 7.031 ( 9.020) | Test: [23][120/198] Time 0.718 Data 0.001 top1 29.688 ( 28.730) top5 8.594 ( 9.017) | Test: [23][121/198] Time 0.719 Data 0.001 top1 31.250 ( 28.751) top5 11.719 ( 9.039) | Test: [23][122/198] Time 0.713 Data 0.001 top1 22.656 ( 28.701) top5 9.375 ( 9.042) | Test: [23][123/198] Time 0.733 Data 0.001 top1 28.125 ( 28.697) top5 8.594 ( 9.038) | Test: [23][124/198] Time 0.722 Data 0.001 top1 32.031 ( 28.724) top5 10.156 ( 9.047) | Test: [23][125/198] Time 0.721 Data 0.001 top1 27.344 ( 28.712) top5 8.594 ( 9.044) | Test: [23][126/198] Time 0.729 Data 0.001 top1 23.438 ( 28.671) top5 7.031 ( 9.028) | Test: [23][127/198] Time 0.756 Data 0.002 top1 25.781 ( 28.648) top5 4.688 ( 8.994) | Test: [23][128/198] Time 0.780 Data 0.001 top1 21.875 ( 28.595) top5 7.812 ( 8.984) | Test: [23][129/198] Time 0.785 Data 0.001 top1 28.906 ( 28.597) top5 10.156 ( 8.993) | Test: [23][130/198] Time 0.726 Data 0.000 top1 29.688 ( 28.606) top5 9.375 ( 8.996) | Test: [23][131/198] Time 0.723 Data 0.001 top1 31.250 ( 28.626) top5 10.156 ( 9.005) | Test: [23][132/198] Time 0.723 Data 0.001 top1 31.250 ( 28.646) top5 14.062 ( 9.044) | Test: [23][133/198] Time 0.737 Data 0.001 top1 29.688 ( 28.654) top5 8.594 ( 9.040) | Test: [23][134/198] Time 0.723 Data 0.002 top1 21.875 ( 28.603) top5 6.250 ( 9.019) | Test: [23][135/198] Time 0.738 Data 0.001 top1 25.000 ( 28.576) top5 10.156 ( 9.028) | Test: [23][136/198] Time 0.739 Data 0.001 top1 28.125 ( 28.573) top5 8.594 ( 9.025) | Test: [23][137/198] Time 0.722 Data 0.001 top1 28.125 ( 28.570) top5 10.156 ( 9.033) | Test: [23][138/198] Time 0.735 Data 0.001 top1 24.219 ( 28.538) top5 8.594 ( 9.030) | Test: [23][139/198] Time 0.738 Data 0.000 top1 17.188 ( 28.457) top5 3.906 ( 8.993) | Test: [23][140/198] Time 0.728 Data 0.001 top1 30.469 ( 28.471) top5 11.719 ( 9.012) | Test: [23][141/198] Time 0.740 Data 0.001 top1 27.344 ( 28.463) top5 5.469 ( 8.987) | Test: [23][142/198] Time 0.730 Data 0.001 top1 23.438 ( 28.428) top5 7.812 ( 8.979) | Test: [23][143/198] Time 0.718 Data 0.001 top1 33.594 ( 28.464) top5 11.719 ( 8.998) | Test: [23][144/198] Time 0.716 Data 0.001 top1 24.219 ( 28.434) top5 7.812 ( 8.990) | Test: [23][145/198] Time 0.718 Data 0.001 top1 19.531 ( 28.373) top5 3.906 ( 8.955) | Test: [23][146/198] Time 0.722 Data 0.001 top1 31.250 ( 28.393) top5 13.281 ( 8.984) | Test: [23][147/198] Time 0.729 Data 0.001 top1 28.125 ( 28.391) top5 8.594 ( 8.982) | Test: [23][148/198] Time 0.725 Data 0.001 top1 28.125 ( 28.389) top5 9.375 ( 8.984) | Test: [23][149/198] Time 0.722 Data 0.001 top1 29.688 ( 28.398) top5 11.719 ( 9.003) | Test: [23][150/198] Time 0.734 Data 0.002 top1 31.250 ( 28.417) top5 9.375 ( 9.005) | Test: [23][151/198] Time 0.725 Data 0.001 top1 35.938 ( 28.466) top5 5.469 ( 8.982) | Test: [23][152/198] Time 0.721 Data 0.001 top1 25.000 ( 28.444) top5 6.250 ( 8.964) | Test: [23][153/198] Time 0.722 Data 0.001 top1 29.688 ( 28.452) top5 6.250 ( 8.946) | Test: [23][154/198] Time 0.719 Data 0.001 top1 35.938 ( 28.500) top5 10.156 ( 8.954) | Test: [23][155/198] Time 0.718 Data 0.001 top1 24.219 ( 28.473) top5 7.812 ( 8.947) | Test: [23][156/198] Time 0.716 Data 0.001 top1 22.656 ( 28.435) top5 7.812 ( 8.939) | Test: [23][157/198] Time 0.718 Data 0.001 top1 20.312 ( 28.384) top5 7.812 ( 8.932) | Test: [23][158/198] Time 0.731 Data 0.001 top1 18.750 ( 28.323) top5 7.031 ( 8.920) | Test: [23][159/198] Time 0.794 Data 0.001 top1 27.344 ( 28.317) top5 12.500 ( 8.943) | Test: [23][160/198] Time 0.742 Data 0.002 top1 31.250 ( 28.335) top5 9.375 ( 8.945) | Test: [23][161/198] Time 0.785 Data 0.001 top1 23.438 ( 28.305) top5 5.469 ( 8.924) | Test: [23][162/198] Time 0.766 Data 0.001 top1 21.875 ( 28.265) top5 5.469 ( 8.902) | Test: [23][163/198] Time 0.718 Data 0.001 top1 35.938 ( 28.312) top5 11.719 ( 8.920) | Test: [23][164/198] Time 0.723 Data 0.001 top1 31.250 ( 28.330) top5 10.938 ( 8.932) | Test: [23][165/198] Time 0.718 Data 0.000 top1 25.781 ( 28.314) top5 7.812 ( 8.925) | Test: [23][166/198] Time 0.728 Data 0.001 top1 30.469 ( 28.327) top5 6.250 ( 8.909) | Test: [23][167/198] Time 0.722 Data 0.001 top1 31.250 ( 28.345) top5 9.375 ( 8.912) | Test: [23][168/198] Time 0.716 Data 0.001 top1 25.781 ( 28.330) top5 6.250 ( 8.896) | Test: [23][169/198] Time 0.719 Data 0.001 top1 35.156 ( 28.370) top5 13.281 ( 8.922) | Test: [23][170/198] Time 0.718 Data 0.001 top1 33.594 ( 28.401) top5 11.719 ( 8.938) | Test: [23][171/198] Time 0.719 Data 0.001 top1 28.906 ( 28.404) top5 7.812 ( 8.932) | Test: [23][172/198] Time 0.722 Data 0.001 top1 25.000 ( 28.384) top5 10.156 ( 8.939) | Test: [23][173/198] Time 0.723 Data 0.001 top1 32.812 ( 28.410) top5 12.500 ( 8.960) | Test: [23][174/198] Time 0.718 Data 0.001 top1 30.469 ( 28.421) top5 8.594 ( 8.957) | Test: [23][175/198] Time 0.728 Data 0.000 top1 30.469 ( 28.433) top5 9.375 ( 8.960) | Test: [23][176/198] Time 0.726 Data 0.001 top1 29.688 ( 28.440) top5 7.031 ( 8.949) | Test: [23][177/198] Time 0.710 Data 0.001 top1 30.469 ( 28.452) top5 12.500 ( 8.969) | Test: [23][178/198] Time 0.716 Data 0.001 top1 28.906 ( 28.454) top5 10.938 ( 8.980) | Test: [23][179/198] Time 0.717 Data 0.001 top1 37.500 ( 28.505) top5 12.500 ( 9.000) | Test: [23][180/198] Time 0.718 Data 0.001 top1 28.906 ( 28.507) top5 7.812 ( 8.993) | Test: [23][181/198] Time 0.718 Data 0.001 top1 32.031 ( 28.526) top5 8.594 ( 8.991) | Test: [23][182/198] Time 0.747 Data 0.001 top1 28.125 ( 28.524) top5 5.469 ( 8.971) | Test: [23][183/198] Time 0.737 Data 0.001 top1 28.125 ( 28.522) top5 8.594 ( 8.969) | Test: [23][184/198] Time 0.722 Data 0.002 top1 29.688 ( 28.528) top5 10.156 ( 8.976) | Test: [23][185/198] Time 0.751 Data 0.001 top1 18.750 ( 28.476) top5 5.469 ( 8.957) | Test: [23][186/198] Time 0.717 Data 0.001 top1 31.250 ( 28.490) top5 13.281 ( 8.980) | Test: [23][187/198] Time 0.824 Data 0.001 top1 25.000 ( 28.472) top5 7.812 ( 8.974) | Test: [23][188/198] Time 0.722 Data 0.000 top1 24.219 ( 28.449) top5 9.375 ( 8.976) | Test: [23][189/198] Time 0.749 Data 0.000 top1 30.469 ( 28.460) top5 11.719 ( 8.991) | Test: [23][190/198] Time 0.719 Data 0.000 top1 28.125 ( 28.458) top5 7.812 ( 8.984) | Test: [23][191/198] Time 0.723 Data 0.000 top1 25.000 ( 28.440) top5 10.156 ( 8.991) | Test: [23][192/198] Time 0.728 Data 0.002 top1 27.344 ( 28.434) top5 7.812 ( 8.984) | Test: [23][193/198] Time 0.720 Data 0.000 top1 25.781 ( 28.420) top5 12.500 ( 9.003) | Test: [23][194/198] Time 0.724 Data 0.000 top1 25.781 ( 28.407) top5 14.062 ( 9.029) | Test: [23][195/198] Time 0.714 Data 0.000 top1 29.688 ( 28.413) top5 10.156 ( 9.034) | Test: [23][196/198] Time 0.723 Data 0.001 top1 24.219 ( 28.392) top5 7.812 ( 9.028) | Test: [23][197/198] Time 0.258 Data 0.000 top1 29.412 ( 28.397) top5 5.882 ( 9.012) | Test: [23][198/198] Time 0.715 Data 0.000 top1 29.688 ( 28.404) top5 7.812 ( 9.006) * Finished epoch # 23 top1: 28.404 top5: 9.006 Epoch 24 => Training epoch # 24 | Epoch: [24][1/553] Time 5.429 Data 2.859 Err 0.8584 top1 25.781 top5 10.156 | Epoch: [24][2/553] Time 2.457 Data 0.001 Err 0.4493 top1 14.844 top5 1.562 | Epoch: [24][3/553] Time 2.465 Data 0.001 Err 0.7945 top1 22.656 top5 3.125 | Epoch: [24][4/553] Time 2.439 Data 0.001 Err 0.6240 top1 18.750 top5 4.688 | Epoch: [24][5/553] Time 2.456 Data 0.001 Err 0.6409 top1 20.312 top5 3.906 | Epoch: [24][6/553] Time 2.471 Data 0.001 Err 0.6972 top1 18.750 top5 7.031 | Epoch: [24][7/553] Time 2.450 Data 0.001 Err 0.5777 top1 19.531 top5 1.562 | Epoch: [24][8/553] Time 2.447 Data 0.001 Err 0.6698 top1 21.875 top5 5.469 | Epoch: [24][9/553] Time 2.445 Data 0.001 Err 0.6443 top1 17.969 top5 6.250 | Epoch: [24][10/553] Time 2.472 Data 0.001 Err 0.7939 top1 21.094 top5 7.812 | Epoch: [24][11/553] Time 2.448 Data 0.001 Err 0.6396 top1 19.531 top5 3.125 | Epoch: [24][12/553] Time 2.460 Data 0.001 Err 0.8221 top1 21.875 top5 6.250 | Epoch: [24][13/553] Time 2.442 Data 0.001 Err 0.6230 top1 21.094 top5 3.906 | Epoch: [24][14/553] Time 2.473 Data 0.001 Err 0.8076 top1 21.094 top5 7.031 | Epoch: [24][15/553] Time 2.477 Data 0.001 Err 0.5718 top1 16.406 top5 4.688 | Epoch: [24][16/553] Time 2.444 Data 0.004 Err 0.7011 top1 20.312 top5 7.812 | Epoch: [24][17/553] Time 2.490 Data 0.001 Err 0.5787 top1 17.188 top5 5.469 | Epoch: [24][18/553] Time 2.444 Data 0.001 Err 0.7222 top1 18.750 top5 7.031 | Epoch: [24][19/553] Time 2.446 Data 0.001 Err 0.6706 top1 20.312 top5 4.688 | Epoch: [24][20/553] Time 2.436 Data 0.001 Err 0.7156 top1 21.094 top5 5.469 | Epoch: [24][21/553] Time 2.443 Data 0.001 Err 0.5591 top1 15.625 top5 4.688 | Epoch: [24][22/553] Time 2.467 Data 0.001 Err 0.7415 top1 21.875 top5 7.031 | Epoch: [24][23/553] Time 2.444 Data 0.001 Err 0.6453 top1 17.188 top5 4.688 | Epoch: [24][24/553] Time 2.498 Data 0.001 Err 0.6527 top1 16.406 top5 5.469 | Epoch: [24][25/553] Time 2.454 Data 0.001 Err 0.9203 top1 24.219 top5 7.031 | Epoch: [24][26/553] Time 2.446 Data 0.001 Err 1.0338 top1 28.125 top5 9.375 | Epoch: [24][27/553] Time 2.478 Data 0.001 Err 0.6278 top1 16.406 top5 3.125 | Epoch: [24][28/553] Time 2.474 Data 0.000 Err 0.5066 top1 14.062 top5 2.344 | Epoch: [24][29/553] Time 2.446 Data 0.001 Err 0.6624 top1 17.188 top5 5.469 | Epoch: [24][30/553] Time 2.448 Data 0.001 Err 0.8213 top1 21.875 top5 7.812 | Epoch: [24][31/553] Time 2.458 Data 0.001 Err 0.6809 top1 17.188 top5 4.688 | Epoch: [24][32/553] Time 2.440 Data 0.001 Err 0.8240 top1 22.656 top5 7.031 | Epoch: [24][33/553] Time 2.441 Data 0.001 Err 0.7377 top1 17.188 top5 3.906 | Epoch: [24][34/553] Time 2.443 Data 0.001 Err 0.8439 top1 24.219 top5 7.812 | Epoch: [24][35/553] Time 2.503 Data 0.001 Err 0.6464 top1 16.406 top5 5.469 | Epoch: [24][36/553] Time 2.443 Data 0.001 Err 0.7015 top1 17.969 top5 4.688 | Epoch: [24][37/553] Time 2.437 Data 0.001 Err 0.7136 top1 21.094 top5 3.906 | Epoch: [24][38/553] Time 2.461 Data 0.000 Err 0.7312 top1 18.750 top5 2.344 | Epoch: [24][39/553] Time 2.443 Data 0.001 Err 0.5728 top1 13.281 top5 4.688 | Epoch: [24][40/553] Time 2.441 Data 0.001 Err 0.6344 top1 17.969 top5 3.906 | Epoch: [24][41/553] Time 2.442 Data 0.001 Err 0.7439 top1 17.188 top5 5.469 | Epoch: [24][42/553] Time 2.440 Data 0.001 Err 0.6404 top1 20.312 top5 3.906 | Epoch: [24][43/553] Time 2.451 Data 0.001 Err 0.9699 top1 25.781 top5 7.812 | Epoch: [24][44/553] Time 2.478 Data 0.001 Err 0.7582 top1 17.969 top5 5.469 | Epoch: [24][45/553] Time 2.448 Data 0.001 Err 0.6803 top1 22.656 top5 3.906 | Epoch: [24][46/553] Time 2.436 Data 0.001 Err 0.6470 top1 16.406 top5 3.906 | Epoch: [24][47/553] Time 2.529 Data 0.001 Err 1.0004 top1 26.562 top5 7.812 | Epoch: [24][48/553] Time 2.471 Data 0.001 Err 0.9531 top1 28.125 top5 8.594 | Epoch: [24][49/553] Time 2.440 Data 0.001 Err 0.7367 top1 22.656 top5 5.469 | Epoch: [24][50/553] Time 2.460 Data 0.001 Err 0.7129 top1 18.750 top5 5.469 | Epoch: [24][51/553] Time 2.437 Data 0.001 Err 0.7699 top1 17.969 top5 7.812 | Epoch: [24][52/553] Time 2.467 Data 0.004 Err 0.7055 top1 20.312 top5 4.688 | Epoch: [24][53/553] Time 2.440 Data 0.001 Err 0.7760 top1 21.094 top5 4.688 | Epoch: [24][54/553] Time 2.433 Data 0.001 Err 0.8057 top1 18.750 top5 7.031 | Epoch: [24][55/553] Time 2.445 Data 0.001 Err 0.7589 top1 26.562 top5 3.906 | Epoch: [24][56/553] Time 2.442 Data 0.001 Err 1.0305 top1 30.469 top5 8.594 | Epoch: [24][57/553] Time 2.442 Data 0.001 Err 0.8044 top1 21.094 top5 4.688 | Epoch: [24][58/553] Time 2.449 Data 0.001 Err 0.6077 top1 19.531 top5 3.125 | Epoch: [24][59/553] Time 2.441 Data 0.001 Err 0.6529 top1 15.625 top5 1.562 | Epoch: [24][60/553] Time 2.461 Data 0.001 Err 0.8246 top1 22.656 top5 6.250 | Epoch: [24][61/553] Time 2.437 Data 0.001 Err 0.5310 top1 13.281 top5 2.344 | Epoch: [24][62/553] Time 2.510 Data 0.001 Err 0.8073 top1 20.312 top5 7.031 | Epoch: [24][63/553] Time 2.451 Data 0.001 Err 0.5444 top1 15.625 top5 3.125 | Epoch: [24][64/553] Time 2.454 Data 0.001 Err 0.7543 top1 19.531 top5 7.812 | Epoch: [24][65/553] Time 2.487 Data 0.001 Err 0.6479 top1 17.969 top5 3.906 | Epoch: [24][66/553] Time 2.476 Data 0.001 Err 0.7242 top1 21.875 top5 2.344 | Epoch: [24][67/553] Time 2.502 Data 0.001 Err 0.8123 top1 22.656 top5 8.594 | Epoch: [24][68/553] Time 2.444 Data 0.001 Err 0.6449 top1 15.625 top5 6.250 | Epoch: [24][69/553] Time 2.446 Data 0.001 Err 0.9260 top1 24.219 top5 8.594 | Epoch: [24][70/553] Time 2.439 Data 0.001 Err 0.8434 top1 19.531 top5 9.375 | Epoch: [24][71/553] Time 2.487 Data 0.001 Err 0.7939 top1 23.438 top5 6.250 | Epoch: [24][72/553] Time 2.465 Data 0.001 Err 0.6488 top1 19.531 top5 5.469 | Epoch: [24][73/553] Time 2.438 Data 0.001 Err 0.6389 top1 17.188 top5 3.906 | Epoch: [24][74/553] Time 2.459 Data 0.001 Err 0.6536 top1 18.750 top5 5.469 | Epoch: [24][75/553] Time 2.460 Data 0.001 Err 0.5898 top1 14.844 top5 4.688 | Epoch: [24][76/553] Time 2.490 Data 0.000 Err 0.6769 top1 18.750 top5 3.906 | Epoch: [24][77/553] Time 2.448 Data 0.001 Err 0.7306 top1 18.750 top5 4.688 | Epoch: [24][78/553] Time 2.449 Data 0.001 Err 0.6325 top1 17.188 top5 4.688 | Epoch: [24][79/553] Time 2.443 Data 0.001 Err 0.8476 top1 21.094 top5 6.250 | Epoch: [24][80/553] Time 2.442 Data 0.001 Err 0.6676 top1 20.312 top5 7.031 | Epoch: [24][81/553] Time 2.450 Data 0.001 Err 0.6398 top1 15.625 top5 5.469 | Epoch: [24][82/553] Time 2.437 Data 0.001 Err 1.0722 top1 25.000 top5 11.719 | Epoch: [24][83/553] Time 2.492 Data 0.001 Err 0.7538 top1 22.656 top5 7.031 | Epoch: [24][84/553] Time 2.441 Data 0.001 Err 0.8216 top1 25.000 top5 6.250 | Epoch: [24][85/553] Time 2.445 Data 0.001 Err 0.6436 top1 20.312 top5 6.250 | Epoch: [24][86/553] Time 2.448 Data 0.001 Err 0.7257 top1 19.531 top5 5.469 | Epoch: [24][87/553] Time 2.440 Data 0.000 Err 0.8841 top1 25.000 top5 7.812 | Epoch: [24][88/553] Time 2.499 Data 0.001 Err 0.6429 top1 15.625 top5 6.250 | Epoch: [24][89/553] Time 2.489 Data 0.001 Err 0.4909 top1 12.500 top5 2.344 | Epoch: [24][90/553] Time 2.454 Data 0.001 Err 0.7274 top1 14.844 top5 7.031 | Epoch: [24][91/553] Time 2.457 Data 0.001 Err 0.9027 top1 24.219 top5 12.500 | Epoch: [24][92/553] Time 2.448 Data 0.003 Err 0.7045 top1 18.750 top5 6.250 | Epoch: [24][93/553] Time 2.456 Data 0.001 Err 0.6807 top1 17.969 top5 5.469 | Epoch: [24][94/553] Time 2.442 Data 0.001 Err 0.8290 top1 20.312 top5 7.031 | Epoch: [24][95/553] Time 2.441 Data 0.001 Err 0.7137 top1 21.094 top5 7.812 | Epoch: [24][96/553] Time 2.450 Data 0.001 Err 0.6350 top1 17.188 top5 5.469 | Epoch: [24][97/553] Time 2.448 Data 0.001 Err 0.7221 top1 19.531 top5 6.250 | Epoch: [24][98/553] Time 2.459 Data 0.001 Err 0.7696 top1 20.312 top5 6.250 | Epoch: [24][99/553] Time 2.488 Data 0.001 Err 0.9083 top1 25.781 top5 8.594 | Epoch: [24][100/553] Time 2.445 Data 0.001 Err 0.6447 top1 15.625 top5 3.906 | Epoch: [24][101/553] Time 2.477 Data 0.001 Err 0.7730 top1 19.531 top5 7.031 | Epoch: [24][102/553] Time 2.489 Data 0.001 Err 0.7872 top1 17.969 top5 6.250 | Epoch: [24][103/553] Time 2.447 Data 0.001 Err 0.5441 top1 15.625 top5 2.344 | Epoch: [24][104/553] Time 2.457 Data 0.001 Err 0.6042 top1 17.188 top5 3.906 | Epoch: [24][105/553] Time 2.447 Data 0.001 Err 0.6350 top1 18.750 top5 4.688 | Epoch: [24][106/553] Time 2.465 Data 0.001 Err 0.7428 top1 17.188 top5 7.031 | Epoch: [24][107/553] Time 2.444 Data 0.001 Err 0.7555 top1 17.969 top5 8.594 | Epoch: [24][108/553] Time 2.444 Data 0.001 Err 0.5633 top1 19.531 top5 2.344 | Epoch: [24][109/553] Time 2.516 Data 0.001 Err 0.6161 top1 17.969 top5 2.344 | Epoch: [24][110/553] Time 2.498 Data 0.001 Err 0.7844 top1 23.438 top5 6.250 | Epoch: [24][111/553] Time 2.501 Data 0.005 Err 0.8393 top1 21.875 top5 6.250 | Epoch: [24][112/553] Time 2.479 Data 0.000 Err 0.6183 top1 15.625 top5 1.562 | Epoch: [24][113/553] Time 2.519 Data 0.001 Err 0.5805 top1 14.062 top5 6.250 | Epoch: [24][114/553] Time 2.476 Data 0.001 Err 0.7696 top1 22.656 top5 5.469 | Epoch: [24][115/553] Time 2.430 Data 0.000 Err 0.8784 top1 23.438 top5 4.688 | Epoch: [24][116/553] Time 2.478 Data 0.000 Err 0.4375 top1 14.062 top5 0.000 | Epoch: [24][117/553] Time 2.449 Data 0.001 Err 0.7344 top1 18.750 top5 8.594 | Epoch: [24][118/553] Time 2.441 Data 0.001 Err 0.7038 top1 19.531 top5 5.469 | Epoch: [24][119/553] Time 2.443 Data 0.001 Err 0.8386 top1 19.531 top5 8.594 | Epoch: [24][120/553] Time 2.479 Data 0.001 Err 0.5245 top1 15.625 top5 3.125 | Epoch: [24][121/553] Time 2.448 Data 0.001 Err 0.5717 top1 15.625 top5 3.125 | Epoch: [24][122/553] Time 2.462 Data 0.001 Err 0.6074 top1 18.750 top5 3.125 | Epoch: [24][123/553] Time 2.455 Data 0.001 Err 0.7034 top1 20.312 top5 5.469 | Epoch: [24][124/553] Time 2.451 Data 0.001 Err 0.7124 top1 18.750 top5 7.031 | Epoch: [24][125/553] Time 2.448 Data 0.001 Err 0.9011 top1 25.781 top5 6.250 | Epoch: [24][126/553] Time 2.454 Data 0.001 Err 1.0233 top1 26.562 top5 8.594 | Epoch: [24][127/553] Time 2.468 Data 0.001 Err 0.8226 top1 21.094 top5 7.812 | Epoch: [24][128/553] Time 2.476 Data 0.001 Err 0.7282 top1 19.531 top5 5.469 | Epoch: [24][129/553] Time 2.462 Data 0.001 Err 0.5394 top1 14.844 top5 3.125 | Epoch: [24][130/553] Time 2.443 Data 0.001 Err 0.8478 top1 23.438 top5 7.812 | Epoch: [24][131/553] Time 2.450 Data 0.001 Err 0.7890 top1 22.656 top5 7.812 | Epoch: [24][132/553] Time 2.521 Data 0.001 Err 0.9195 top1 24.219 top5 7.031 | Epoch: [24][133/553] Time 2.453 Data 0.001 Err 0.6189 top1 19.531 top5 3.125 | Epoch: [24][134/553] Time 2.521 Data 0.001 Err 0.8135 top1 21.094 top5 6.250 | Epoch: [24][135/553] Time 2.440 Data 0.001 Err 0.7088 top1 18.750 top5 3.906 | Epoch: [24][136/553] Time 2.459 Data 0.001 Err 0.6075 top1 16.406 top5 1.562 | Epoch: [24][137/553] Time 2.454 Data 0.001 Err 0.8438 top1 21.875 top5 7.031 | Epoch: [24][138/553] Time 2.448 Data 0.001 Err 0.8473 top1 25.000 top5 7.812 | Epoch: [24][139/553] Time 2.512 Data 0.001 Err 0.7408 top1 19.531 top5 6.250 | Epoch: [24][140/553] Time 2.478 Data 0.001 Err 0.6505 top1 16.406 top5 5.469 | Epoch: [24][141/553] Time 2.484 Data 0.001 Err 0.7216 top1 22.656 top5 3.906 | Epoch: [24][142/553] Time 2.454 Data 0.001 Err 0.6954 top1 19.531 top5 4.688 | Epoch: [24][143/553] Time 2.479 Data 0.001 Err 0.6214 top1 17.969 top5 2.344 | Epoch: [24][144/553] Time 2.513 Data 0.001 Err 0.6526 top1 16.406 top5 6.250 | Epoch: [24][145/553] Time 2.442 Data 0.001 Err 0.8529 top1 20.312 top5 5.469 | Epoch: [24][146/553] Time 2.453 Data 0.001 Err 0.8567 top1 21.875 top5 10.156 | Epoch: [24][147/553] Time 2.483 Data 0.001 Err 0.8960 top1 23.438 top5 7.031 | Epoch: [24][148/553] Time 2.474 Data 0.001 Err 0.7298 top1 21.875 top5 4.688 | Epoch: [24][149/553] Time 2.449 Data 0.001 Err 0.6770 top1 17.969 top5 7.031 | Epoch: [24][150/553] Time 2.471 Data 0.001 Err 1.0852 top1 26.562 top5 9.375 | Epoch: [24][151/553] Time 2.439 Data 0.001 Err 0.9022 top1 21.875 top5 10.156 | Epoch: [24][152/553] Time 2.465 Data 0.000 Err 0.7889 top1 18.750 top5 5.469 | Epoch: [24][153/553] Time 2.445 Data 0.001 Err 0.7428 top1 18.750 top5 6.250 | Epoch: [24][154/553] Time 2.481 Data 0.000 Err 0.8117 top1 21.094 top5 8.594 | Epoch: [24][155/553] Time 2.454 Data 0.001 Err 0.6519 top1 14.844 top5 7.031 | Epoch: [24][156/553] Time 2.456 Data 0.001 Err 0.7181 top1 18.750 top5 6.250 | Epoch: [24][157/553] Time 2.454 Data 0.001 Err 0.7508 top1 19.531 top5 7.031 | Epoch: [24][158/553] Time 2.468 Data 0.001 Err 0.7339 top1 18.750 top5 5.469 | Epoch: [24][159/553] Time 2.451 Data 0.001 Err 0.6846 top1 21.094 top5 5.469 | Epoch: [24][160/553] Time 2.436 Data 0.001 Err 0.7354 top1 20.312 top5 7.031 | Epoch: [24][161/553] Time 2.457 Data 0.001 Err 0.9725 top1 26.562 top5 9.375 | Epoch: [24][162/553] Time 2.483 Data 0.001 Err 0.7830 top1 22.656 top5 7.031 | Epoch: [24][163/553] Time 2.456 Data 0.001 Err 0.8349 top1 21.875 top5 7.031 | Epoch: [24][164/553] Time 2.450 Data 0.001 Err 0.7981 top1 25.000 top5 5.469 | Epoch: [24][165/553] Time 2.449 Data 0.001 Err 0.7917 top1 21.094 top5 9.375 | Epoch: [24][166/553] Time 2.483 Data 0.001 Err 0.6614 top1 17.188 top5 5.469 | Epoch: [24][167/553] Time 2.439 Data 0.001 Err 0.6853 top1 18.750 top5 3.906 | Epoch: [24][168/553] Time 2.507 Data 0.003 Err 0.9258 top1 23.438 top5 8.594 | Epoch: [24][169/553] Time 2.450 Data 0.001 Err 0.5332 top1 14.844 top5 1.562 | Epoch: [24][170/553] Time 2.500 Data 0.001 Err 0.6395 top1 16.406 top5 2.344 | Epoch: [24][171/553] Time 2.440 Data 0.001 Err 0.8369 top1 22.656 top5 6.250 | Epoch: [24][172/553] Time 2.449 Data 0.001 Err 0.6206 top1 15.625 top5 4.688 | Epoch: [24][173/553] Time 2.492 Data 0.000 Err 0.7679 top1 21.875 top5 6.250 | Epoch: [24][174/553] Time 2.507 Data 0.001 Err 0.7402 top1 20.312 top5 7.031 | Epoch: [24][175/553] Time 2.443 Data 0.001 Err 0.8528 top1 23.438 top5 8.594 | Epoch: [24][176/553] Time 2.460 Data 0.001 Err 0.8533 top1 21.875 top5 7.031 | Epoch: [24][177/553] Time 2.442 Data 0.001 Err 0.7525 top1 21.875 top5 6.250 | Epoch: [24][178/553] Time 2.488 Data 0.001 Err 0.6608 top1 16.406 top5 3.906 | Epoch: [24][179/553] Time 2.447 Data 0.001 Err 0.8441 top1 21.094 top5 10.156 | Epoch: [24][180/553] Time 2.448 Data 0.000 Err 0.7450 top1 19.531 top5 6.250 | Epoch: [24][181/553] Time 2.450 Data 0.001 Err 0.6945 top1 19.531 top5 5.469 | Epoch: [24][182/553] Time 2.456 Data 0.001 Err 0.7895 top1 18.750 top5 6.250 | Epoch: [24][183/553] Time 2.445 Data 0.001 Err 0.7301 top1 22.656 top5 6.250 | Epoch: [24][184/553] Time 2.504 Data 0.001 Err 0.6890 top1 20.312 top5 7.812 | Epoch: [24][185/553] Time 2.444 Data 0.001 Err 0.6893 top1 22.656 top5 4.688 | Epoch: [24][186/553] Time 2.436 Data 0.001 Err 0.7903 top1 21.875 top5 7.031 | Epoch: [24][187/553] Time 2.477 Data 0.001 Err 0.6031 top1 17.969 top5 3.906 | Epoch: [24][188/553] Time 2.472 Data 0.001 Err 0.8521 top1 21.094 top5 10.156 | Epoch: [24][189/553] Time 2.451 Data 0.001 Err 0.7761 top1 21.094 top5 6.250 | Epoch: [24][190/553] Time 2.457 Data 0.001 Err 0.8361 top1 19.531 top5 11.719 | Epoch: [24][191/553] Time 2.487 Data 0.001 Err 0.8516 top1 20.312 top5 7.031 | Epoch: [24][192/553] Time 2.468 Data 0.001 Err 0.8071 top1 22.656 top5 3.906 | Epoch: [24][193/553] Time 2.445 Data 0.001 Err 0.9103 top1 19.531 top5 8.594 | Epoch: [24][194/553] Time 2.443 Data 0.001 Err 0.6956 top1 18.750 top5 4.688 | Epoch: [24][195/553] Time 2.465 Data 0.001 Err 0.7996 top1 20.312 top5 6.250 | Epoch: [24][196/553] Time 2.475 Data 0.001 Err 0.6047 top1 14.844 top5 3.906 | Epoch: [24][197/553] Time 2.461 Data 0.001 Err 0.7617 top1 23.438 top5 4.688 | Epoch: [24][198/553] Time 2.447 Data 0.001 Err 0.7861 top1 19.531 top5 7.812 | Epoch: [24][199/553] Time 2.479 Data 0.001 Err 0.6702 top1 15.625 top5 7.031 | Epoch: [24][200/553] Time 2.473 Data 0.001 Err 0.6520 top1 15.625 top5 3.906 | Epoch: [24][201/553] Time 2.450 Data 0.000 Err 0.6537 top1 21.094 top5 3.906 | Epoch: [24][202/553] Time 2.477 Data 0.001 Err 0.6811 top1 20.312 top5 5.469 | Epoch: [24][203/553] Time 2.453 Data 0.001 Err 0.9675 top1 26.562 top5 9.375 | Epoch: [24][204/553] Time 2.475 Data 0.001 Err 0.8926 top1 24.219 top5 6.250 | Epoch: [24][205/553] Time 2.487 Data 0.001 Err 0.6817 top1 19.531 top5 5.469 | Epoch: [24][206/553] Time 2.505 Data 0.001 Err 0.9126 top1 21.875 top5 8.594 | Epoch: [24][207/553] Time 2.489 Data 0.001 Err 0.7603 top1 20.312 top5 7.812 | Epoch: [24][208/553] Time 2.465 Data 0.001 Err 0.7406 top1 21.875 top5 7.812 | Epoch: [24][209/553] Time 2.444 Data 0.001 Err 0.6787 top1 20.312 top5 4.688 | Epoch: [24][210/553] Time 2.450 Data 0.001 Err 0.7884 top1 21.875 top5 6.250 | Epoch: [24][211/553] Time 2.444 Data 0.001 Err 1.0724 top1 26.562 top5 13.281 | Epoch: [24][212/553] Time 2.448 Data 0.001 Err 0.7666 top1 21.094 top5 5.469 | Epoch: [24][213/553] Time 2.444 Data 0.001 Err 0.7494 top1 21.875 top5 6.250 | Epoch: [24][214/553] Time 2.437 Data 0.001 Err 0.5746 top1 15.625 top5 3.906 | Epoch: [24][215/553] Time 2.454 Data 0.001 Err 0.8269 top1 22.656 top5 7.031 | Epoch: [24][216/553] Time 2.490 Data 0.001 Err 0.7145 top1 19.531 top5 3.906 | Epoch: [24][217/553] Time 2.492 Data 0.001 Err 0.9087 top1 26.562 top5 9.375 | Epoch: [24][218/553] Time 2.449 Data 0.001 Err 0.7065 top1 24.219 top5 3.125 | Epoch: [24][219/553] Time 2.448 Data 0.001 Err 0.5448 top1 15.625 top5 3.906 | Epoch: [24][220/553] Time 2.436 Data 0.001 Err 0.6951 top1 20.312 top5 5.469 | Epoch: [24][221/553] Time 2.479 Data 0.001 Err 0.7529 top1 19.531 top5 3.906 | Epoch: [24][222/553] Time 2.450 Data 0.001 Err 0.6256 top1 17.188 top5 4.688 | Epoch: [24][223/553] Time 2.499 Data 0.001 Err 0.9832 top1 26.562 top5 9.375 | Epoch: [24][224/553] Time 2.479 Data 0.001 Err 1.0159 top1 27.344 top5 10.938 | Epoch: [24][225/553] Time 2.437 Data 0.002 Err 0.6526 top1 13.281 top5 6.250 | Epoch: [24][226/553] Time 2.446 Data 0.001 Err 0.7566 top1 18.750 top5 6.250 | Epoch: [24][227/553] Time 2.446 Data 0.001 Err 0.6963 top1 18.750 top5 4.688 | Epoch: [24][228/553] Time 2.472 Data 0.001 Err 0.8042 top1 21.094 top5 4.688 | Epoch: [24][229/553] Time 2.449 Data 0.001 Err 0.8127 top1 23.438 top5 7.031 | Epoch: [24][230/553] Time 2.485 Data 0.001 Err 1.0296 top1 24.219 top5 9.375 | Epoch: [24][231/553] Time 2.481 Data 0.001 Err 0.7160 top1 19.531 top5 5.469 | Epoch: [24][232/553] Time 2.468 Data 0.001 Err 0.8257 top1 21.094 top5 7.031 | Epoch: [24][233/553] Time 2.449 Data 0.001 Err 0.7687 top1 18.750 top5 6.250 | Epoch: [24][234/553] Time 2.436 Data 0.001 Err 0.4579 top1 8.594 top5 2.344 | Epoch: [24][235/553] Time 2.474 Data 0.001 Err 0.9399 top1 21.875 top5 8.594 | Epoch: [24][236/553] Time 2.458 Data 0.001 Err 0.7634 top1 18.750 top5 6.250 | Epoch: [24][237/553] Time 2.446 Data 0.001 Err 0.6042 top1 14.844 top5 3.906 | Epoch: [24][238/553] Time 2.440 Data 0.001 Err 0.7709 top1 19.531 top5 5.469 | Epoch: [24][239/553] Time 2.469 Data 0.001 Err 0.6895 top1 18.750 top5 7.031 | Epoch: [24][240/553] Time 2.472 Data 0.001 Err 0.8246 top1 24.219 top5 5.469 | Epoch: [24][241/553] Time 2.441 Data 0.001 Err 0.6933 top1 19.531 top5 5.469 | Epoch: [24][242/553] Time 2.437 Data 0.001 Err 0.7444 top1 18.750 top5 4.688 | Epoch: [24][243/553] Time 2.465 Data 0.001 Err 0.8167 top1 23.438 top5 7.031 | Epoch: [24][244/553] Time 2.442 Data 0.002 Err 0.9286 top1 26.562 top5 5.469 | Epoch: [24][245/553] Time 2.444 Data 0.001 Err 0.6667 top1 16.406 top5 5.469 | Epoch: [24][246/553] Time 2.449 Data 0.001 Err 0.7271 top1 20.312 top5 5.469 | Epoch: [24][247/553] Time 2.473 Data 0.001 Err 0.5475 top1 14.062 top5 4.688 | Epoch: [24][248/553] Time 2.449 Data 0.001 Err 0.9356 top1 27.344 top5 7.031 | Epoch: [24][249/553] Time 2.481 Data 0.001 Err 0.5896 top1 15.625 top5 2.344 | Epoch: [24][250/553] Time 2.457 Data 0.001 Err 0.7583 top1 23.438 top5 4.688 | Epoch: [24][251/553] Time 2.511 Data 0.001 Err 0.9221 top1 24.219 top5 10.156 | Epoch: [24][252/553] Time 2.513 Data 0.001 Err 0.7603 top1 19.531 top5 7.031 | Epoch: [24][253/553] Time 2.442 Data 0.001 Err 0.6349 top1 18.750 top5 3.906 | Epoch: [24][254/553] Time 2.512 Data 0.001 Err 0.6524 top1 17.969 top5 3.906 | Epoch: [24][255/553] Time 2.440 Data 0.001 Err 0.7763 top1 20.312 top5 6.250 | Epoch: [24][256/553] Time 2.475 Data 0.001 Err 0.5830 top1 17.969 top5 3.125 | Epoch: [24][257/553] Time 2.452 Data 0.001 Err 0.8243 top1 21.094 top5 5.469 | Epoch: [24][258/553] Time 2.486 Data 0.001 Err 0.7198 top1 22.656 top5 3.906 | Epoch: [24][259/553] Time 2.474 Data 0.001 Err 0.4533 top1 10.156 top5 2.344 | Epoch: [24][260/553] Time 2.463 Data 0.001 Err 0.6382 top1 17.969 top5 6.250 | Epoch: [24][261/553] Time 2.441 Data 0.001 Err 1.1404 top1 28.906 top5 13.281 | Epoch: [24][262/553] Time 2.443 Data 0.001 Err 0.6746 top1 20.312 top5 3.906 | Epoch: [24][263/553] Time 2.470 Data 0.002 Err 0.7749 top1 22.656 top5 6.250 | Epoch: [24][264/553] Time 2.439 Data 0.001 Err 0.7177 top1 20.312 top5 6.250 | Epoch: [24][265/553] Time 2.452 Data 0.001 Err 0.6384 top1 16.406 top5 5.469 | Epoch: [24][266/553] Time 2.453 Data 0.001 Err 0.6754 top1 19.531 top5 6.250 | Epoch: [24][267/553] Time 2.472 Data 0.001 Err 0.7872 top1 23.438 top5 7.031 | Epoch: [24][268/553] Time 2.475 Data 0.000 Err 0.8479 top1 25.781 top5 7.031 | Epoch: [24][269/553] Time 2.446 Data 0.001 Err 0.6650 top1 19.531 top5 3.906 | Epoch: [24][270/553] Time 2.463 Data 0.001 Err 0.6805 top1 19.531 top5 2.344 | Epoch: [24][271/553] Time 2.468 Data 0.001 Err 0.8596 top1 21.094 top5 10.156 | Epoch: [24][272/553] Time 2.473 Data 0.001 Err 0.6766 top1 16.406 top5 4.688 | Epoch: [24][273/553] Time 2.445 Data 0.001 Err 0.6823 top1 17.188 top5 5.469 | Epoch: [24][274/553] Time 2.436 Data 0.001 Err 0.8704 top1 25.781 top5 4.688 | Epoch: [24][275/553] Time 2.469 Data 0.001 Err 0.9649 top1 25.000 top5 7.812 | Epoch: [24][276/553] Time 2.478 Data 0.001 Err 0.6423 top1 14.062 top5 5.469 | Epoch: [24][277/553] Time 2.448 Data 0.001 Err 0.9624 top1 24.219 top5 9.375 | Epoch: [24][278/553] Time 2.453 Data 0.001 Err 0.9111 top1 25.000 top5 9.375 | Epoch: [24][279/553] Time 2.517 Data 0.001 Err 0.8852 top1 27.344 top5 5.469 | Epoch: [24][280/553] Time 2.486 Data 0.001 Err 0.6745 top1 18.750 top5 5.469 | Epoch: [24][281/553] Time 2.453 Data 0.001 Err 0.7206 top1 21.094 top5 5.469 | Epoch: [24][282/553] Time 2.494 Data 0.001 Err 0.6818 top1 21.875 top5 4.688 | Epoch: [24][283/553] Time 2.480 Data 0.001 Err 0.6737 top1 18.750 top5 4.688 | Epoch: [24][284/553] Time 2.476 Data 0.001 Err 0.6928 top1 21.875 top5 3.125 | Epoch: [24][285/553] Time 2.455 Data 0.000 Err 0.7562 top1 20.312 top5 9.375 | Epoch: [24][286/553] Time 2.454 Data 0.001 Err 0.8790 top1 23.438 top5 6.250 | Epoch: [24][287/553] Time 2.452 Data 0.001 Err 0.7305 top1 19.531 top5 5.469 | Epoch: [24][288/553] Time 2.477 Data 0.001 Err 0.8474 top1 19.531 top5 9.375 | Epoch: [24][289/553] Time 2.459 Data 0.001 Err 0.7713 top1 21.875 top5 6.250 | Epoch: [24][290/553] Time 2.488 Data 0.001 Err 1.0565 top1 28.906 top5 9.375 | Epoch: [24][291/553] Time 2.480 Data 0.001 Err 0.6208 top1 14.062 top5 6.250 | Epoch: [24][292/553] Time 2.478 Data 0.001 Err 0.4632 top1 12.500 top5 0.781 | Epoch: [24][293/553] Time 2.453 Data 0.001 Err 0.8098 top1 19.531 top5 6.250 | Epoch: [24][294/553] Time 2.482 Data 0.000 Err 0.6834 top1 15.625 top5 4.688 | Epoch: [24][295/553] Time 2.437 Data 0.001 Err 0.5835 top1 18.750 top5 3.906 | Epoch: [24][296/553] Time 2.479 Data 0.001 Err 0.6182 top1 14.062 top5 6.250 | Epoch: [24][297/553] Time 2.457 Data 0.001 Err 0.6219 top1 16.406 top5 3.906 | Epoch: [24][298/553] Time 2.473 Data 0.001 Err 0.7025 top1 20.312 top5 5.469 | Epoch: [24][299/553] Time 2.459 Data 0.001 Err 0.6957 top1 21.094 top5 5.469 | Epoch: [24][300/553] Time 2.517 Data 0.001 Err 0.5959 top1 14.844 top5 2.344 | Epoch: [24][301/553] Time 2.465 Data 0.006 Err 0.6677 top1 17.188 top5 6.250 | Epoch: [24][302/553] Time 2.475 Data 0.001 Err 0.8003 top1 25.000 top5 6.250 | Epoch: [24][303/553] Time 2.444 Data 0.001 Err 0.6045 top1 16.406 top5 4.688 | Epoch: [24][304/553] Time 2.511 Data 0.001 Err 0.9618 top1 24.219 top5 10.938 | Epoch: [24][305/553] Time 2.462 Data 0.001 Err 0.7102 top1 22.656 top5 3.906 | Epoch: [24][306/553] Time 2.471 Data 0.001 Err 0.7344 top1 21.875 top5 5.469 | Epoch: [24][307/553] Time 2.515 Data 0.001 Err 1.0265 top1 28.125 top5 8.594 | Epoch: [24][308/553] Time 2.473 Data 0.001 Err 0.7845 top1 17.188 top5 8.594 | Epoch: [24][309/553] Time 2.451 Data 0.001 Err 0.7001 top1 16.406 top5 6.250 | Epoch: [24][310/553] Time 2.492 Data 0.001 Err 0.6344 top1 18.750 top5 4.688 | Epoch: [24][311/553] Time 2.525 Data 0.001 Err 0.8322 top1 24.219 top5 7.031 | Epoch: [24][312/553] Time 2.468 Data 0.001 Err 0.6275 top1 16.406 top5 3.906 | Epoch: [24][313/553] Time 2.500 Data 0.001 Err 0.5945 top1 13.281 top5 5.469 | Epoch: [24][314/553] Time 2.472 Data 0.001 Err 0.6836 top1 18.750 top5 3.906 | Epoch: [24][315/553] Time 2.514 Data 0.001 Err 0.7682 top1 19.531 top5 6.250 | Epoch: [24][316/553] Time 2.479 Data 0.001 Err 0.6726 top1 17.969 top5 4.688 | Epoch: [24][317/553] Time 2.453 Data 0.001 Err 0.7975 top1 20.312 top5 5.469 | Epoch: [24][318/553] Time 2.444 Data 0.001 Err 0.7862 top1 25.000 top5 7.812 | Epoch: [24][319/553] Time 2.442 Data 0.001 Err 0.6516 top1 17.969 top5 2.344 | Epoch: [24][320/553] Time 2.506 Data 0.002 Err 0.8441 top1 21.875 top5 7.031 | Epoch: [24][321/553] Time 2.471 Data 0.001 Err 0.7772 top1 23.438 top5 6.250 | Epoch: [24][322/553] Time 2.464 Data 0.001 Err 0.8108 top1 20.312 top5 8.594 | Epoch: [24][323/553] Time 2.447 Data 0.001 Err 0.7686 top1 20.312 top5 8.594 | Epoch: [24][324/553] Time 2.438 Data 0.001 Err 0.7382 top1 20.312 top5 6.250 | Epoch: [24][325/553] Time 2.455 Data 0.001 Err 0.7977 top1 20.312 top5 6.250 | Epoch: [24][326/553] Time 2.466 Data 0.001 Err 0.8396 top1 22.656 top5 8.594 | Epoch: [24][327/553] Time 2.469 Data 0.001 Err 0.6803 top1 20.312 top5 3.906 | Epoch: [24][328/553] Time 2.482 Data 0.001 Err 0.5733 top1 17.188 top5 3.125 | Epoch: [24][329/553] Time 2.432 Data 0.001 Err 0.8505 top1 24.219 top5 7.812 | Epoch: [24][330/553] Time 2.470 Data 0.001 Err 0.6707 top1 19.531 top5 5.469 | Epoch: [24][331/553] Time 2.468 Data 0.001 Err 0.4961 top1 10.156 top5 6.250 | Epoch: [24][332/553] Time 2.486 Data 0.000 Err 0.6399 top1 17.188 top5 3.906 | Epoch: [24][333/553] Time 2.457 Data 0.001 Err 0.6195 top1 13.281 top5 3.906 | Epoch: [24][334/553] Time 2.520 Data 0.001 Err 0.7184 top1 17.188 top5 7.031 | Epoch: [24][335/553] Time 2.478 Data 0.001 Err 0.7885 top1 21.875 top5 5.469 | Epoch: [24][336/553] Time 2.446 Data 0.001 Err 0.7117 top1 19.531 top5 3.906 | Epoch: [24][337/553] Time 2.447 Data 0.001 Err 0.8172 top1 23.438 top5 7.812 | Epoch: [24][338/553] Time 2.461 Data 0.001 Err 0.5623 top1 16.406 top5 3.906 | Epoch: [24][339/553] Time 2.477 Data 0.001 Err 0.7756 top1 17.188 top5 10.938 | Epoch: [24][340/553] Time 2.442 Data 0.001 Err 0.9632 top1 25.781 top5 7.031 | Epoch: [24][341/553] Time 2.447 Data 0.001 Err 0.8051 top1 25.781 top5 7.031 | Epoch: [24][342/553] Time 2.443 Data 0.001 Err 0.5833 top1 14.844 top5 5.469 | Epoch: [24][343/553] Time 2.473 Data 0.001 Err 0.9551 top1 25.000 top5 10.938 | Epoch: [24][344/553] Time 2.452 Data 0.001 Err 0.9735 top1 28.906 top5 7.031 | Epoch: [24][345/553] Time 2.451 Data 0.001 Err 0.7381 top1 20.312 top5 5.469 | Epoch: [24][346/553] Time 2.479 Data 0.001 Err 0.7415 top1 21.094 top5 6.250 | Epoch: [24][347/553] Time 2.473 Data 0.001 Err 0.8029 top1 24.219 top5 7.031 | Epoch: [24][348/553] Time 2.465 Data 0.001 Err 0.5506 top1 11.719 top5 3.906 | Epoch: [24][349/553] Time 2.465 Data 0.001 Err 0.5473 top1 13.281 top5 4.688 | Epoch: [24][350/553] Time 2.481 Data 0.001 Err 0.6841 top1 21.094 top5 4.688 | Epoch: [24][351/553] Time 2.477 Data 0.001 Err 0.6737 top1 18.750 top5 5.469 | Epoch: [24][352/553] Time 2.491 Data 0.001 Err 0.8502 top1 22.656 top5 7.031 | Epoch: [24][353/553] Time 2.448 Data 0.001 Err 0.6028 top1 15.625 top5 4.688 | Epoch: [24][354/553] Time 2.445 Data 0.001 Err 0.9825 top1 23.438 top5 10.938 | Epoch: [24][355/553] Time 2.519 Data 0.001 Err 0.9962 top1 28.125 top5 8.594 | Epoch: [24][356/553] Time 2.483 Data 0.001 Err 0.6396 top1 17.969 top5 7.812 | Epoch: [24][357/553] Time 2.500 Data 0.001 Err 0.7699 top1 18.750 top5 7.031 | Epoch: [24][358/553] Time 2.447 Data 0.001 Err 0.9541 top1 22.656 top5 7.812 | Epoch: [24][359/553] Time 2.472 Data 0.001 Err 0.6719 top1 17.969 top5 4.688 | Epoch: [24][360/553] Time 2.445 Data 0.001 Err 0.6749 top1 17.969 top5 4.688 | Epoch: [24][361/553] Time 2.454 Data 0.001 Err 0.8308 top1 24.219 top5 4.688 | Epoch: [24][362/553] Time 2.442 Data 0.001 Err 0.6190 top1 17.969 top5 5.469 | Epoch: [24][363/553] Time 2.506 Data 0.001 Err 0.7430 top1 22.656 top5 5.469 | Epoch: [24][364/553] Time 2.446 Data 0.001 Err 0.9126 top1 23.438 top5 9.375 | Epoch: [24][365/553] Time 2.440 Data 0.001 Err 0.9643 top1 27.344 top5 7.031 | Epoch: [24][366/553] Time 2.441 Data 0.001 Err 0.8431 top1 20.312 top5 7.812 | Epoch: [24][367/553] Time 2.502 Data 0.001 Err 0.7372 top1 19.531 top5 3.906 | Epoch: [24][368/553] Time 2.462 Data 0.001 Err 0.8998 top1 25.000 top5 10.156 | Epoch: [24][369/553] Time 2.455 Data 0.001 Err 0.7437 top1 19.531 top5 5.469 | Epoch: [24][370/553] Time 2.456 Data 0.001 Err 0.8807 top1 22.656 top5 7.031 | Epoch: [24][371/553] Time 2.437 Data 0.001 Err 0.8362 top1 20.312 top5 9.375 | Epoch: [24][372/553] Time 2.436 Data 0.001 Err 0.9130 top1 25.000 top5 9.375 | Epoch: [24][373/553] Time 2.473 Data 0.001 Err 0.8607 top1 21.875 top5 7.031 | Epoch: [24][374/553] Time 2.436 Data 0.001 Err 0.8404 top1 19.531 top5 7.812 | Epoch: [24][375/553] Time 2.450 Data 0.001 Err 0.6691 top1 14.062 top5 7.812 | Epoch: [24][376/553] Time 2.474 Data 0.001 Err 0.7291 top1 21.094 top5 7.031 | Epoch: [24][377/553] Time 2.447 Data 0.001 Err 0.5512 top1 14.844 top5 2.344 | Epoch: [24][378/553] Time 2.439 Data 0.001 Err 0.7478 top1 23.438 top5 7.031 | Epoch: [24][379/553] Time 2.485 Data 0.001 Err 1.0204 top1 22.656 top5 11.719 | Epoch: [24][380/553] Time 2.505 Data 0.001 Err 0.9314 top1 25.781 top5 10.156 | Epoch: [24][381/553] Time 2.438 Data 0.001 Err 0.6415 top1 19.531 top5 3.906 | Epoch: [24][382/553] Time 2.472 Data 0.001 Err 0.6757 top1 18.750 top5 3.125 | Epoch: [24][383/553] Time 2.445 Data 0.002 Err 0.5522 top1 15.625 top5 3.906 | Epoch: [24][384/553] Time 2.514 Data 0.001 Err 0.6038 top1 15.625 top5 3.906 | Epoch: [24][385/553] Time 2.449 Data 0.001 Err 0.8769 top1 25.000 top5 8.594 | Epoch: [24][386/553] Time 2.453 Data 0.001 Err 0.6798 top1 20.312 top5 3.906 | Epoch: [24][387/553] Time 2.486 Data 0.001 Err 0.6185 top1 22.656 top5 3.906 | Epoch: [24][388/553] Time 2.509 Data 0.001 Err 0.6978 top1 19.531 top5 5.469 | Epoch: [24][389/553] Time 2.447 Data 0.001 Err 0.6777 top1 17.969 top5 4.688 | Epoch: [24][390/553] Time 2.465 Data 0.001 Err 0.7456 top1 21.094 top5 6.250 | Epoch: [24][391/553] Time 2.484 Data 0.000 Err 0.8625 top1 24.219 top5 8.594 | Epoch: [24][392/553] Time 2.479 Data 0.001 Err 0.6318 top1 15.625 top5 3.125 | Epoch: [24][393/553] Time 2.435 Data 0.001 Err 0.7403 top1 22.656 top5 4.688 | Epoch: [24][394/553] Time 2.464 Data 0.001 Err 0.7087 top1 21.094 top5 4.688 | Epoch: [24][395/553] Time 2.440 Data 0.001 Err 0.8911 top1 21.094 top5 11.719 | Epoch: [24][396/553] Time 2.475 Data 0.002 Err 0.9514 top1 21.875 top5 9.375 | Epoch: [24][397/553] Time 2.442 Data 0.001 Err 1.0182 top1 24.219 top5 9.375 | Epoch: [24][398/553] Time 2.442 Data 0.001 Err 0.5983 top1 14.062 top5 4.688 | Epoch: [24][399/553] Time 2.442 Data 0.004 Err 0.6313 top1 21.094 top5 6.250 | Epoch: [24][400/553] Time 2.477 Data 0.001 Err 0.5938 top1 16.406 top5 7.031 | Epoch: [24][401/553] Time 2.447 Data 0.001 Err 0.7002 top1 17.969 top5 4.688 | Epoch: [24][402/553] Time 2.439 Data 0.001 Err 0.8124 top1 18.750 top5 9.375 | Epoch: [24][403/553] Time 2.484 Data 0.001 Err 0.7198 top1 17.969 top5 6.250 | Epoch: [24][404/553] Time 2.439 Data 0.001 Err 0.6147 top1 20.312 top5 4.688 | Epoch: [24][405/553] Time 2.447 Data 0.001 Err 0.7591 top1 19.531 top5 4.688 | Epoch: [24][406/553] Time 2.456 Data 0.001 Err 1.0860 top1 28.906 top5 10.156 | Epoch: [24][407/553] Time 2.451 Data 0.001 Err 0.7702 top1 21.875 top5 7.031 | Epoch: [24][408/553] Time 2.452 Data 0.001 Err 0.6203 top1 18.750 top5 3.906 | Epoch: [24][409/553] Time 2.449 Data 0.001 Err 0.7196 top1 22.656 top5 5.469 | Epoch: [24][410/553] Time 2.443 Data 0.001 Err 0.7877 top1 21.875 top5 9.375 | Epoch: [24][411/553] Time 2.450 Data 0.001 Err 0.6279 top1 20.312 top5 3.125 | Epoch: [24][412/553] Time 2.481 Data 0.001 Err 0.7924 top1 22.656 top5 7.812 | Epoch: [24][413/553] Time 2.453 Data 0.000 Err 0.8781 top1 22.656 top5 7.812 | Epoch: [24][414/553] Time 2.462 Data 0.001 Err 0.6044 top1 17.188 top5 4.688 | Epoch: [24][415/553] Time 2.458 Data 0.001 Err 0.5483 top1 17.188 top5 4.688 | Epoch: [24][416/553] Time 2.458 Data 0.001 Err 0.7258 top1 20.312 top5 4.688 | Epoch: [24][417/553] Time 2.444 Data 0.001 Err 0.8507 top1 21.875 top5 6.250 | Epoch: [24][418/553] Time 2.488 Data 0.001 Err 0.8599 top1 21.094 top5 8.594 | Epoch: [24][419/553] Time 2.451 Data 0.001 Err 0.7273 top1 20.312 top5 6.250 | Epoch: [24][420/553] Time 2.443 Data 0.001 Err 0.7695 top1 19.531 top5 7.031 | Epoch: [24][421/553] Time 2.449 Data 0.001 Err 0.7829 top1 21.875 top5 5.469 | Epoch: [24][422/553] Time 2.514 Data 0.001 Err 0.9078 top1 23.438 top5 10.938 | Epoch: [24][423/553] Time 2.494 Data 0.001 Err 0.8537 top1 25.781 top5 5.469 | Epoch: [24][424/553] Time 2.452 Data 0.001 Err 0.6789 top1 18.750 top5 5.469 | Epoch: [24][425/553] Time 2.478 Data 0.001 Err 0.7183 top1 20.312 top5 8.594 | Epoch: [24][426/553] Time 2.487 Data 0.001 Err 0.5523 top1 11.719 top5 3.906 | Epoch: [24][427/553] Time 2.475 Data 0.001 Err 0.8636 top1 22.656 top5 8.594 | Epoch: [24][428/553] Time 2.483 Data 0.001 Err 0.9713 top1 23.438 top5 8.594 | Epoch: [24][429/553] Time 2.499 Data 0.001 Err 0.8445 top1 21.094 top5 7.812 | Epoch: [24][430/553] Time 2.441 Data 0.001 Err 0.7973 top1 26.562 top5 4.688 | Epoch: [24][431/553] Time 2.511 Data 0.001 Err 1.1275 top1 33.594 top5 10.938 | Epoch: [24][432/553] Time 2.476 Data 0.001 Err 0.7350 top1 20.312 top5 3.906 | Epoch: [24][433/553] Time 2.459 Data 0.001 Err 0.7177 top1 15.625 top5 4.688 | Epoch: [24][434/553] Time 2.457 Data 0.001 Err 0.7049 top1 16.406 top5 6.250 | Epoch: [24][435/553] Time 2.472 Data 0.001 Err 0.6977 top1 20.312 top5 4.688 | Epoch: [24][436/553] Time 2.449 Data 0.001 Err 0.7256 top1 22.656 top5 4.688 | Epoch: [24][437/553] Time 2.486 Data 0.001 Err 0.9196 top1 28.125 top5 10.938 | Epoch: [24][438/553] Time 2.450 Data 0.001 Err 0.9594 top1 25.000 top5 7.031 | Epoch: [24][439/553] Time 2.440 Data 0.001 Err 0.8167 top1 25.781 top5 6.250 | Epoch: [24][440/553] Time 2.435 Data 0.001 Err 0.9481 top1 24.219 top5 10.938 | Epoch: [24][441/553] Time 2.448 Data 0.001 Err 0.7685 top1 19.531 top5 5.469 | Epoch: [24][442/553] Time 2.442 Data 0.001 Err 0.7404 top1 18.750 top5 5.469 | Epoch: [24][443/553] Time 2.449 Data 0.001 Err 0.8558 top1 24.219 top5 8.594 | Epoch: [24][444/553] Time 2.450 Data 0.001 Err 0.9039 top1 24.219 top5 7.031 | Epoch: [24][445/553] Time 2.493 Data 0.000 Err 0.7845 top1 21.094 top5 5.469 | Epoch: [24][446/553] Time 2.522 Data 0.001 Err 0.7294 top1 21.094 top5 6.250 | Epoch: [24][447/553] Time 2.446 Data 0.001 Err 0.7894 top1 23.438 top5 7.812 | Epoch: [24][448/553] Time 2.437 Data 0.000 Err 0.9065 top1 27.344 top5 8.594 | Epoch: [24][449/553] Time 2.454 Data 0.001 Err 0.6678 top1 17.969 top5 4.688 | Epoch: [24][450/553] Time 2.448 Data 0.001 Err 0.9580 top1 23.438 top5 8.594 | Epoch: [24][451/553] Time 2.458 Data 0.001 Err 0.7458 top1 23.438 top5 3.906 | Epoch: [24][452/553] Time 2.483 Data 0.001 Err 0.8101 top1 25.000 top5 4.688 | Epoch: [24][453/553] Time 2.452 Data 0.001 Err 0.8472 top1 19.531 top5 8.594 | Epoch: [24][454/553] Time 2.449 Data 0.001 Err 0.9212 top1 24.219 top5 7.031 | Epoch: [24][455/553] Time 2.445 Data 0.001 Err 0.6921 top1 17.969 top5 6.250 | Epoch: [24][456/553] Time 2.450 Data 0.001 Err 0.8449 top1 21.875 top5 6.250 | Epoch: [24][457/553] Time 2.444 Data 0.001 Err 0.9044 top1 29.688 top5 5.469 | Epoch: [24][458/553] Time 2.492 Data 0.001 Err 0.5925 top1 15.625 top5 3.906 | Epoch: [24][459/553] Time 2.444 Data 0.001 Err 0.8149 top1 20.312 top5 7.812 | Epoch: [24][460/553] Time 2.441 Data 0.001 Err 0.8713 top1 24.219 top5 6.250 | Epoch: [24][461/553] Time 2.445 Data 0.001 Err 0.9373 top1 28.906 top5 8.594 | Epoch: [24][462/553] Time 2.458 Data 0.001 Err 0.7666 top1 18.750 top5 5.469 | Epoch: [24][463/553] Time 2.460 Data 0.001 Err 0.7855 top1 21.875 top5 7.031 | Epoch: [24][464/553] Time 2.478 Data 0.001 Err 0.8082 top1 21.094 top5 6.250 | Epoch: [24][465/553] Time 2.464 Data 0.001 Err 0.6284 top1 17.969 top5 3.125 | Epoch: [24][466/553] Time 2.465 Data 0.001 Err 0.9154 top1 22.656 top5 7.812 | Epoch: [24][467/553] Time 2.454 Data 0.001 Err 0.7655 top1 18.750 top5 7.812 | Epoch: [24][468/553] Time 2.448 Data 0.001 Err 0.9505 top1 25.000 top5 9.375 | Epoch: [24][469/553] Time 2.444 Data 0.001 Err 0.7608 top1 21.094 top5 8.594 | Epoch: [24][470/553] Time 2.470 Data 0.001 Err 0.7867 top1 21.875 top5 6.250 | Epoch: [24][471/553] Time 2.438 Data 0.001 Err 0.5724 top1 16.406 top5 3.125 | Epoch: [24][472/553] Time 2.464 Data 0.002 Err 0.7680 top1 21.875 top5 7.812 | Epoch: [24][473/553] Time 2.449 Data 0.001 Err 0.7339 top1 21.875 top5 4.688 | Epoch: [24][474/553] Time 2.505 Data 0.001 Err 0.9745 top1 28.906 top5 5.469 | Epoch: [24][475/553] Time 2.445 Data 0.001 Err 0.8588 top1 24.219 top5 6.250 | Epoch: [24][476/553] Time 2.443 Data 0.000 Err 0.8183 top1 24.219 top5 7.812 | Epoch: [24][477/553] Time 2.495 Data 0.001 Err 0.7260 top1 18.750 top5 6.250 | Epoch: [24][478/553] Time 2.506 Data 0.001 Err 0.8254 top1 18.750 top5 7.031 | Epoch: [24][479/553] Time 2.444 Data 0.001 Err 0.7166 top1 19.531 top5 3.906 | Epoch: [24][480/553] Time 2.447 Data 0.001 Err 0.8511 top1 19.531 top5 8.594 | Epoch: [24][481/553] Time 2.449 Data 0.001 Err 0.7558 top1 21.875 top5 5.469 | Epoch: [24][482/553] Time 2.444 Data 0.001 Err 1.0065 top1 26.562 top5 8.594 | Epoch: [24][483/553] Time 2.435 Data 0.001 Err 0.5998 top1 17.969 top5 3.906 | Epoch: [24][484/553] Time 2.478 Data 0.001 Err 1.0836 top1 30.469 top5 7.812 | Epoch: [24][485/553] Time 2.462 Data 0.001 Err 0.6976 top1 19.531 top5 7.031 | Epoch: [24][486/553] Time 2.457 Data 0.000 Err 0.6707 top1 20.312 top5 2.344 | Epoch: [24][487/553] Time 2.444 Data 0.001 Err 0.5399 top1 15.625 top5 3.125 | Epoch: [24][488/553] Time 2.451 Data 0.001 Err 1.1002 top1 27.344 top5 9.375 | Epoch: [24][489/553] Time 2.449 Data 0.001 Err 0.7954 top1 22.656 top5 10.156 | Epoch: [24][490/553] Time 2.445 Data 0.001 Err 0.7756 top1 23.438 top5 7.812 | Epoch: [24][491/553] Time 2.449 Data 0.001 Err 0.6040 top1 14.062 top5 4.688 | Epoch: [24][492/553] Time 2.442 Data 0.001 Err 0.7309 top1 22.656 top5 7.031 | Epoch: [24][493/553] Time 2.449 Data 0.001 Err 0.6686 top1 17.188 top5 3.906 | Epoch: [24][494/553] Time 2.520 Data 0.001 Err 0.8017 top1 20.312 top5 7.812 | Epoch: [24][495/553] Time 2.434 Data 0.001 Err 0.6217 top1 20.312 top5 5.469 | Epoch: [24][496/553] Time 2.491 Data 0.001 Err 0.8910 top1 21.875 top5 7.812 | Epoch: [24][497/553] Time 2.442 Data 0.001 Err 0.6072 top1 13.281 top5 5.469 | Epoch: [24][498/553] Time 2.485 Data 0.001 Err 0.6831 top1 18.750 top5 3.906 | Epoch: [24][499/553] Time 2.486 Data 0.001 Err 0.6877 top1 20.312 top5 5.469 | Epoch: [24][500/553] Time 2.447 Data 0.001 Err 0.7682 top1 21.875 top5 7.812 | Epoch: [24][501/553] Time 2.459 Data 0.001 Err 0.9074 top1 23.438 top5 8.594 | Epoch: [24][502/553] Time 2.443 Data 0.001 Err 0.7264 top1 21.875 top5 3.125 | Epoch: [24][503/553] Time 2.479 Data 0.001 Err 0.7097 top1 21.875 top5 3.906 | Epoch: [24][504/553] Time 2.481 Data 0.001 Err 0.9031 top1 21.875 top5 7.031 | Epoch: [24][505/553] Time 2.452 Data 0.000 Err 0.7155 top1 17.969 top5 5.469 | Epoch: [24][506/553] Time 2.500 Data 0.001 Err 0.7086 top1 19.531 top5 5.469 | Epoch: [24][507/553] Time 2.502 Data 0.001 Err 0.8121 top1 22.656 top5 5.469 | Epoch: [24][508/553] Time 2.490 Data 0.000 Err 0.9787 top1 29.688 top5 9.375 | Epoch: [24][509/553] Time 2.441 Data 0.001 Err 0.9964 top1 27.344 top5 8.594 | Epoch: [24][510/553] Time 2.463 Data 0.002 Err 0.5847 top1 15.625 top5 4.688 | Epoch: [24][511/553] Time 2.460 Data 0.001 Err 0.8476 top1 23.438 top5 7.031 | Epoch: [24][512/553] Time 2.469 Data 0.001 Err 0.8394 top1 19.531 top5 7.812 | Epoch: [24][513/553] Time 2.479 Data 0.001 Err 0.8006 top1 21.875 top5 7.031 | Epoch: [24][514/553] Time 2.504 Data 0.001 Err 0.8666 top1 21.875 top5 7.031 | Epoch: [24][515/553] Time 2.506 Data 0.001 Err 0.7248 top1 21.094 top5 7.031 | Epoch: [24][516/553] Time 2.440 Data 0.001 Err 0.6679 top1 19.531 top5 6.250 | Epoch: [24][517/553] Time 2.483 Data 0.001 Err 0.6964 top1 19.531 top5 3.906 | Epoch: [24][518/553] Time 2.448 Data 0.001 Err 0.7273 top1 19.531 top5 6.250 | Epoch: [24][519/553] Time 2.474 Data 0.001 Err 0.7318 top1 21.094 top5 6.250 | Epoch: [24][520/553] Time 2.457 Data 0.001 Err 0.7708 top1 18.750 top5 7.812 | Epoch: [24][521/553] Time 2.444 Data 0.001 Err 0.8209 top1 21.875 top5 7.031 | Epoch: [24][522/553] Time 2.452 Data 0.001 Err 0.8302 top1 23.438 top5 7.031 | Epoch: [24][523/553] Time 2.491 Data 0.001 Err 0.7288 top1 17.188 top5 7.812 | Epoch: [24][524/553] Time 2.485 Data 0.001 Err 0.7498 top1 19.531 top5 3.906 | Epoch: [24][525/553] Time 2.498 Data 0.001 Err 0.7213 top1 21.094 top5 3.906 | Epoch: [24][526/553] Time 2.448 Data 0.001 Err 0.7254 top1 21.094 top5 6.250 | Epoch: [24][527/553] Time 2.470 Data 0.001 Err 0.6575 top1 15.625 top5 4.688 | Epoch: [24][528/553] Time 2.436 Data 0.001 Err 1.0056 top1 26.562 top5 9.375 | Epoch: [24][529/553] Time 2.446 Data 0.001 Err 0.8780 top1 22.656 top5 7.812 | Epoch: [24][530/553] Time 2.477 Data 0.001 Err 0.7519 top1 25.000 top5 4.688 | Epoch: [24][531/553] Time 2.445 Data 0.001 Err 0.9711 top1 26.562 top5 7.812 | Epoch: [24][532/553] Time 2.448 Data 0.001 Err 0.9968 top1 25.781 top5 7.812 | Epoch: [24][533/553] Time 2.444 Data 0.001 Err 0.7746 top1 22.656 top5 6.250 | Epoch: [24][534/553] Time 2.470 Data 0.001 Err 0.8449 top1 23.438 top5 7.031 | Epoch: [24][535/553] Time 2.464 Data 0.001 Err 0.7848 top1 24.219 top5 7.031 | Epoch: [24][536/553] Time 2.455 Data 0.000 Err 0.9281 top1 28.125 top5 6.250 | Epoch: [24][537/553] Time 2.449 Data 0.001 Err 0.7350 top1 20.312 top5 4.688 | Epoch: [24][538/553] Time 2.450 Data 0.001 Err 0.6968 top1 17.969 top5 4.688 | Epoch: [24][539/553] Time 2.486 Data 0.001 Err 0.8814 top1 22.656 top5 10.938 | Epoch: [24][540/553] Time 2.509 Data 0.001 Err 0.8354 top1 21.094 top5 6.250 | Epoch: [24][541/553] Time 2.452 Data 0.001 Err 0.9804 top1 23.438 top5 10.156 | Epoch: [24][542/553] Time 2.453 Data 0.001 Err 0.9664 top1 30.469 top5 10.156 | Epoch: [24][543/553] Time 2.463 Data 0.000 Err 0.7132 top1 20.312 top5 5.469 | Epoch: [24][544/553] Time 2.477 Data 0.000 Err 0.6903 top1 17.969 top5 6.250 | Epoch: [24][545/553] Time 2.438 Data 0.000 Err 0.5882 top1 17.969 top5 3.125 | Epoch: [24][546/553] Time 2.455 Data 0.000 Err 0.8900 top1 23.438 top5 9.375 | Epoch: [24][547/553] Time 2.436 Data 0.000 Err 0.7248 top1 17.969 top5 2.344 | Epoch: [24][548/553] Time 2.490 Data 0.000 Err 1.0113 top1 28.125 top5 7.812 | Epoch: [24][549/553] Time 2.455 Data 0.000 Err 0.8245 top1 20.312 top5 10.156 | Epoch: [24][550/553] Time 2.451 Data 0.000 Err 0.6728 top1 21.094 top5 6.250 | Epoch: [24][551/553] Time 2.440 Data 0.000 Err 0.7735 top1 22.656 top5 7.031 | Epoch: [24][552/553] Time 2.448 Data 0.000 Err 0.7310 top1 21.094 top5 3.906 | Epoch: [24][553/553] Time 1.029 Data 0.000 Err 1.2834 top1 36.364 top5 6.818 | Test: [24][1/198] Time 2.720 Data 1.995 top1 34.375 ( 34.375) top5 14.844 ( 14.844) | Test: [24][2/198] Time 0.718 Data 0.001 top1 31.250 ( 32.812) top5 10.938 ( 12.891) | Test: [24][3/198] Time 0.711 Data 0.000 top1 26.562 ( 30.729) top5 11.719 ( 12.500) | Test: [24][4/198] Time 0.715 Data 0.001 top1 32.812 ( 31.250) top5 11.719 ( 12.305) | Test: [24][5/198] Time 0.724 Data 0.001 top1 27.344 ( 30.469) top5 7.812 ( 11.406) | Test: [24][6/198] Time 0.715 Data 0.000 top1 30.469 ( 30.469) top5 9.375 ( 11.068) | Test: [24][7/198] Time 0.724 Data 0.001 top1 28.906 ( 30.246) top5 7.812 ( 10.603) | Test: [24][8/198] Time 0.722 Data 0.001 top1 28.906 ( 30.078) top5 7.031 ( 10.156) | Test: [24][9/198] Time 0.714 Data 0.001 top1 32.812 ( 30.382) top5 11.719 ( 10.330) | Test: [24][10/198] Time 0.719 Data 0.001 top1 30.469 ( 30.391) top5 11.719 ( 10.469) | Test: [24][11/198] Time 0.718 Data 0.001 top1 33.594 ( 30.682) top5 10.938 ( 10.511) | Test: [24][12/198] Time 0.719 Data 0.001 top1 37.500 ( 31.250) top5 14.062 ( 10.807) | Test: [24][13/198] Time 0.722 Data 0.001 top1 30.469 ( 31.190) top5 10.938 ( 10.817) | Test: [24][14/198] Time 0.718 Data 0.001 top1 32.031 ( 31.250) top5 11.719 ( 10.882) | Test: [24][15/198] Time 0.710 Data 0.001 top1 30.469 ( 31.198) top5 7.812 ( 10.677) | Test: [24][16/198] Time 0.719 Data 0.001 top1 28.906 ( 31.055) top5 11.719 ( 10.742) | Test: [24][17/198] Time 0.714 Data 0.001 top1 23.438 ( 30.607) top5 8.594 ( 10.616) | Test: [24][18/198] Time 0.727 Data 0.001 top1 25.781 ( 30.339) top5 9.375 ( 10.547) | Test: [24][19/198] Time 0.726 Data 0.001 top1 32.812 ( 30.469) top5 8.594 ( 10.444) | Test: [24][20/198] Time 0.725 Data 0.001 top1 34.375 ( 30.664) top5 13.281 ( 10.586) | Test: [24][21/198] Time 0.718 Data 0.001 top1 25.781 ( 30.432) top5 10.938 ( 10.603) | Test: [24][22/198] Time 0.794 Data 0.002 top1 32.031 ( 30.504) top5 10.938 ( 10.618) | Test: [24][23/198] Time 0.721 Data 0.001 top1 27.344 ( 30.367) top5 8.594 ( 10.530) | Test: [24][24/198] Time 0.800 Data 0.001 top1 28.125 ( 30.273) top5 10.938 ( 10.547) | Test: [24][25/198] Time 0.724 Data 0.001 top1 31.250 ( 30.312) top5 7.031 ( 10.406) | Test: [24][26/198] Time 0.719 Data 0.001 top1 33.594 ( 30.439) top5 9.375 ( 10.367) | Test: [24][27/198] Time 0.720 Data 0.001 top1 31.250 ( 30.469) top5 14.062 ( 10.503) | Test: [24][28/198] Time 0.720 Data 0.001 top1 30.469 ( 30.469) top5 17.188 ( 10.742) | Test: [24][29/198] Time 0.724 Data 0.001 top1 28.906 ( 30.415) top5 10.938 ( 10.749) | Test: [24][30/198] Time 0.717 Data 0.001 top1 35.938 ( 30.599) top5 11.719 ( 10.781) | Test: [24][31/198] Time 0.730 Data 0.001 top1 35.156 ( 30.746) top5 11.719 ( 10.811) | Test: [24][32/198] Time 0.723 Data 0.002 top1 31.250 ( 30.762) top5 12.500 ( 10.864) | Test: [24][33/198] Time 0.730 Data 0.002 top1 27.344 ( 30.658) top5 12.500 ( 10.914) | Test: [24][34/198] Time 0.722 Data 0.001 top1 36.719 ( 30.836) top5 14.062 ( 11.006) | Test: [24][35/198] Time 0.725 Data 0.001 top1 28.125 ( 30.759) top5 10.156 ( 10.982) | Test: [24][36/198] Time 0.726 Data 0.001 top1 27.344 ( 30.664) top5 10.156 ( 10.959) | Test: [24][37/198] Time 0.769 Data 0.001 top1 24.219 ( 30.490) top5 10.938 ( 10.959) | Test: [24][38/198] Time 0.737 Data 0.001 top1 33.594 ( 30.572) top5 9.375 ( 10.917) | Test: [24][39/198] Time 0.720 Data 0.001 top1 35.156 ( 30.689) top5 15.625 ( 11.038) | Test: [24][40/198] Time 0.714 Data 0.001 top1 28.125 ( 30.625) top5 6.250 ( 10.918) | Test: [24][41/198] Time 0.721 Data 0.001 top1 30.469 ( 30.621) top5 7.812 ( 10.842) | Test: [24][42/198] Time 0.778 Data 0.000 top1 32.812 ( 30.673) top5 13.281 ( 10.900) | Test: [24][43/198] Time 0.738 Data 0.001 top1 28.906 ( 30.632) top5 10.156 ( 10.883) | Test: [24][44/198] Time 0.797 Data 0.001 top1 31.250 ( 30.646) top5 10.938 ( 10.884) | Test: [24][45/198] Time 0.801 Data 0.001 top1 31.250 ( 30.660) top5 10.938 ( 10.885) | Test: [24][46/198] Time 0.736 Data 0.001 top1 30.469 ( 30.656) top5 10.156 ( 10.870) | Test: [24][47/198] Time 0.817 Data 0.001 top1 28.125 ( 30.602) top5 11.719 ( 10.888) | Test: [24][48/198] Time 0.782 Data 0.001 top1 35.156 ( 30.697) top5 8.594 ( 10.840) | Test: [24][49/198] Time 0.725 Data 0.001 top1 34.375 ( 30.772) top5 11.719 ( 10.858) | Test: [24][50/198] Time 0.723 Data 0.001 top1 28.906 ( 30.734) top5 7.812 ( 10.797) | Test: [24][51/198] Time 0.719 Data 0.001 top1 26.562 ( 30.653) top5 9.375 ( 10.769) | Test: [24][52/198] Time 0.818 Data 0.001 top1 35.938 ( 30.754) top5 11.719 ( 10.787) | Test: [24][53/198] Time 0.796 Data 0.001 top1 29.688 ( 30.734) top5 10.938 ( 10.790) | Test: [24][54/198] Time 0.738 Data 0.001 top1 33.594 ( 30.787) top5 12.500 ( 10.822) | Test: [24][55/198] Time 0.814 Data 0.002 top1 24.219 ( 30.668) top5 6.250 ( 10.739) | Test: [24][56/198] Time 0.798 Data 0.001 top1 30.469 ( 30.664) top5 10.156 ( 10.728) | Test: [24][57/198] Time 0.804 Data 0.001 top1 34.375 ( 30.729) top5 11.719 ( 10.746) | Test: [24][58/198] Time 0.717 Data 0.001 top1 42.969 ( 30.940) top5 14.844 ( 10.816) | Test: [24][59/198] Time 0.735 Data 0.001 top1 29.688 ( 30.919) top5 5.469 ( 10.726) | Test: [24][60/198] Time 0.716 Data 0.001 top1 28.125 ( 30.872) top5 10.156 ( 10.716) | Test: [24][61/198] Time 0.720 Data 0.001 top1 32.031 ( 30.891) top5 10.156 ( 10.707) | Test: [24][62/198] Time 0.714 Data 0.000 top1 29.688 ( 30.872) top5 13.281 ( 10.748) | Test: [24][63/198] Time 0.727 Data 0.001 top1 32.031 ( 30.890) top5 10.938 ( 10.751) | Test: [24][64/198] Time 0.717 Data 0.001 top1 29.688 ( 30.872) top5 10.156 ( 10.742) | Test: [24][65/198] Time 0.731 Data 0.001 top1 32.031 ( 30.889) top5 12.500 ( 10.769) | Test: [24][66/198] Time 0.724 Data 0.001 top1 27.344 ( 30.836) top5 9.375 ( 10.748) | Test: [24][67/198] Time 0.722 Data 0.000 top1 38.281 ( 30.947) top5 9.375 ( 10.728) | Test: [24][68/198] Time 0.722 Data 0.001 top1 39.844 ( 31.078) top5 15.625 ( 10.800) | Test: [24][69/198] Time 0.726 Data 0.001 top1 30.469 ( 31.069) top5 12.500 ( 10.824) | Test: [24][70/198] Time 0.725 Data 0.000 top1 25.781 ( 30.993) top5 7.812 ( 10.781) | Test: [24][71/198] Time 0.765 Data 0.001 top1 38.281 ( 31.096) top5 14.062 ( 10.827) | Test: [24][72/198] Time 0.716 Data 0.001 top1 32.812 ( 31.120) top5 14.062 ( 10.872) | Test: [24][73/198] Time 0.713 Data 0.001 top1 35.156 ( 31.175) top5 11.719 ( 10.884) | Test: [24][74/198] Time 0.731 Data 0.001 top1 35.156 ( 31.229) top5 9.375 ( 10.864) | Test: [24][75/198] Time 0.726 Data 0.001 top1 28.906 ( 31.198) top5 7.812 ( 10.823) | Test: [24][76/198] Time 0.729 Data 0.001 top1 39.062 ( 31.301) top5 19.531 ( 10.938) | Test: [24][77/198] Time 0.808 Data 0.004 top1 28.906 ( 31.270) top5 10.156 ( 10.927) | Test: [24][78/198] Time 0.793 Data 0.001 top1 27.344 ( 31.220) top5 8.594 ( 10.897) | Test: [24][79/198] Time 0.730 Data 0.002 top1 30.469 ( 31.210) top5 10.938 ( 10.898) | Test: [24][80/198] Time 0.787 Data 0.001 top1 35.938 ( 31.270) top5 12.500 ( 10.918) | Test: [24][81/198] Time 0.738 Data 0.001 top1 39.844 ( 31.375) top5 11.719 ( 10.928) | Test: [24][82/198] Time 0.723 Data 0.001 top1 35.156 ( 31.421) top5 11.719 ( 10.938) | Test: [24][83/198] Time 0.722 Data 0.001 top1 32.031 ( 31.429) top5 11.719 ( 10.947) | Test: [24][84/198] Time 0.724 Data 0.001 top1 28.125 ( 31.390) top5 10.156 ( 10.938) | Test: [24][85/198] Time 0.724 Data 0.001 top1 36.719 ( 31.452) top5 13.281 ( 10.965) | Test: [24][86/198] Time 0.758 Data 0.003 top1 32.031 ( 31.459) top5 5.469 ( 10.901) | Test: [24][87/198] Time 0.725 Data 0.001 top1 29.688 ( 31.439) top5 9.375 ( 10.884) | Test: [24][88/198] Time 0.720 Data 0.003 top1 35.156 ( 31.481) top5 13.281 ( 10.911) | Test: [24][89/198] Time 0.733 Data 0.001 top1 35.938 ( 31.531) top5 9.375 ( 10.894) | Test: [24][90/198] Time 0.733 Data 0.001 top1 31.250 ( 31.528) top5 10.938 ( 10.894) | Test: [24][91/198] Time 0.726 Data 0.001 top1 28.906 ( 31.499) top5 10.156 ( 10.886) | Test: [24][92/198] Time 0.720 Data 0.000 top1 25.000 ( 31.428) top5 10.938 ( 10.887) | Test: [24][93/198] Time 0.718 Data 0.000 top1 32.031 ( 31.435) top5 14.844 ( 10.929) | Test: [24][94/198] Time 0.733 Data 0.001 top1 32.031 ( 31.441) top5 14.062 ( 10.962) | Test: [24][95/198] Time 0.717 Data 0.001 top1 34.375 ( 31.472) top5 14.062 ( 10.995) | Test: [24][96/198] Time 0.714 Data 0.001 top1 27.344 ( 31.429) top5 7.031 ( 10.954) | Test: [24][97/198] Time 0.717 Data 0.001 top1 30.469 ( 31.419) top5 7.031 ( 10.913) | Test: [24][98/198] Time 0.716 Data 0.001 top1 29.688 ( 31.401) top5 12.500 ( 10.930) | Test: [24][99/198] Time 0.764 Data 0.001 top1 30.469 ( 31.392) top5 11.719 ( 10.938) | Test: [24][100/198] Time 0.783 Data 0.001 top1 31.250 ( 31.391) top5 11.719 ( 10.945) | Test: [24][101/198] Time 0.782 Data 0.001 top1 28.125 ( 31.358) top5 10.156 ( 10.938) | Test: [24][102/198] Time 0.723 Data 0.000 top1 32.812 ( 31.373) top5 11.719 ( 10.945) | Test: [24][103/198] Time 0.728 Data 0.001 top1 33.594 ( 31.394) top5 7.812 ( 10.915) | Test: [24][104/198] Time 0.725 Data 0.001 top1 24.219 ( 31.325) top5 9.375 ( 10.900) | Test: [24][105/198] Time 0.758 Data 0.001 top1 28.906 ( 31.302) top5 9.375 ( 10.885) | Test: [24][106/198] Time 0.722 Data 0.001 top1 33.594 ( 31.324) top5 9.375 ( 10.871) | Test: [24][107/198] Time 0.738 Data 0.001 top1 24.219 ( 31.257) top5 6.250 ( 10.828) | Test: [24][108/198] Time 0.726 Data 0.001 top1 31.250 ( 31.257) top5 8.594 ( 10.807) | Test: [24][109/198] Time 0.721 Data 0.000 top1 29.688 ( 31.243) top5 10.938 ( 10.808) | Test: [24][110/198] Time 0.725 Data 0.001 top1 19.531 ( 31.136) top5 5.469 ( 10.760) | Test: [24][111/198] Time 0.812 Data 0.001 top1 25.781 ( 31.088) top5 8.594 ( 10.740) | Test: [24][112/198] Time 0.830 Data 0.002 top1 31.250 ( 31.090) top5 7.031 ( 10.707) | Test: [24][113/198] Time 0.778 Data 0.001 top1 36.719 ( 31.139) top5 13.281 ( 10.730) | Test: [24][114/198] Time 0.767 Data 0.001 top1 26.562 ( 31.099) top5 9.375 ( 10.718) | Test: [24][115/198] Time 0.725 Data 0.001 top1 25.781 ( 31.053) top5 10.156 ( 10.713) | Test: [24][116/198] Time 0.727 Data 0.004 top1 34.375 ( 31.082) top5 10.938 ( 10.715) | Test: [24][117/198] Time 0.724 Data 0.001 top1 25.781 ( 31.036) top5 11.719 ( 10.724) | Test: [24][118/198] Time 0.734 Data 0.001 top1 29.688 ( 31.025) top5 10.156 ( 10.719) | Test: [24][119/198] Time 0.715 Data 0.001 top1 28.906 ( 31.007) top5 7.031 ( 10.688) | Test: [24][120/198] Time 0.722 Data 0.001 top1 27.344 ( 30.977) top5 9.375 ( 10.677) | Test: [24][121/198] Time 0.714 Data 0.001 top1 32.031 ( 30.985) top5 13.281 ( 10.699) | Test: [24][122/198] Time 0.725 Data 0.001 top1 38.281 ( 31.045) top5 16.406 ( 10.745) | Test: [24][123/198] Time 0.719 Data 0.001 top1 23.438 ( 30.983) top5 6.250 ( 10.709) | Test: [24][124/198] Time 0.730 Data 0.001 top1 25.781 ( 30.941) top5 8.594 ( 10.692) | Test: [24][125/198] Time 0.716 Data 0.001 top1 27.344 ( 30.913) top5 14.062 ( 10.719) | Test: [24][126/198] Time 0.723 Data 0.001 top1 32.812 ( 30.928) top5 10.156 ( 10.714) | Test: [24][127/198] Time 0.716 Data 0.001 top1 22.656 ( 30.862) top5 9.375 ( 10.704) | Test: [24][128/198] Time 0.719 Data 0.001 top1 20.312 ( 30.780) top5 3.906 ( 10.651) | Test: [24][129/198] Time 0.721 Data 0.001 top1 25.781 ( 30.741) top5 6.250 ( 10.617) | Test: [24][130/198] Time 0.721 Data 0.001 top1 30.469 ( 30.739) top5 7.031 ( 10.589) | Test: [24][131/198] Time 0.766 Data 0.001 top1 31.250 ( 30.743) top5 6.250 ( 10.556) | Test: [24][132/198] Time 0.728 Data 0.001 top1 33.594 ( 30.765) top5 13.281 ( 10.576) | Test: [24][133/198] Time 0.722 Data 0.001 top1 34.375 ( 30.792) top5 6.250 ( 10.544) | Test: [24][134/198] Time 0.794 Data 0.001 top1 29.688 ( 30.784) top5 12.500 ( 10.559) | Test: [24][135/198] Time 0.738 Data 0.000 top1 35.938 ( 30.822) top5 14.062 ( 10.584) | Test: [24][136/198] Time 0.835 Data 0.001 top1 34.375 ( 30.848) top5 13.281 ( 10.604) | Test: [24][137/198] Time 0.721 Data 0.001 top1 29.688 ( 30.839) top5 7.031 ( 10.578) | Test: [24][138/198] Time 0.723 Data 0.001 top1 28.906 ( 30.825) top5 7.812 ( 10.558) | Test: [24][139/198] Time 0.718 Data 0.001 top1 25.781 ( 30.789) top5 10.156 ( 10.555) | Test: [24][140/198] Time 0.717 Data 0.001 top1 32.031 ( 30.798) top5 6.250 ( 10.525) | Test: [24][141/198] Time 0.733 Data 0.001 top1 35.156 ( 30.829) top5 14.062 ( 10.550) | Test: [24][142/198] Time 0.733 Data 0.001 top1 31.250 ( 30.832) top5 10.156 ( 10.547) | Test: [24][143/198] Time 0.724 Data 0.001 top1 40.625 ( 30.900) top5 14.844 ( 10.577) | Test: [24][144/198] Time 0.726 Data 0.004 top1 28.125 ( 30.881) top5 7.812 ( 10.558) | Test: [24][145/198] Time 0.721 Data 0.001 top1 28.906 ( 30.867) top5 6.250 ( 10.528) | Test: [24][146/198] Time 0.720 Data 0.002 top1 38.281 ( 30.918) top5 10.156 ( 10.525) | Test: [24][147/198] Time 0.726 Data 0.001 top1 33.594 ( 30.936) top5 7.031 ( 10.502) | Test: [24][148/198] Time 0.717 Data 0.000 top1 25.781 ( 30.902) top5 7.812 ( 10.484) | Test: [24][149/198] Time 0.735 Data 0.001 top1 26.562 ( 30.872) top5 9.375 ( 10.476) | Test: [24][150/198] Time 0.721 Data 0.001 top1 26.562 ( 30.844) top5 7.812 ( 10.458) | Test: [24][151/198] Time 0.716 Data 0.001 top1 33.594 ( 30.862) top5 10.156 ( 10.456) | Test: [24][152/198] Time 0.716 Data 0.001 top1 23.438 ( 30.813) top5 10.156 ( 10.454) | Test: [24][153/198] Time 0.722 Data 0.001 top1 29.688 ( 30.806) top5 12.500 ( 10.468) | Test: [24][154/198] Time 0.722 Data 0.001 top1 35.156 ( 30.834) top5 10.938 ( 10.471) | Test: [24][155/198] Time 0.726 Data 0.000 top1 29.688 ( 30.827) top5 9.375 ( 10.464) | Test: [24][156/198] Time 0.716 Data 0.001 top1 32.031 ( 30.834) top5 11.719 ( 10.472) | Test: [24][157/198] Time 0.736 Data 0.001 top1 30.469 ( 30.832) top5 11.719 ( 10.480) | Test: [24][158/198] Time 0.746 Data 0.000 top1 27.344 ( 30.810) top5 7.812 ( 10.463) | Test: [24][159/198] Time 0.754 Data 0.001 top1 29.688 ( 30.803) top5 10.156 ( 10.461) | Test: [24][160/198] Time 0.723 Data 0.001 top1 33.594 ( 30.820) top5 12.500 ( 10.474) | Test: [24][161/198] Time 0.728 Data 0.001 top1 34.375 ( 30.842) top5 10.156 ( 10.472) | Test: [24][162/198] Time 0.719 Data 0.004 top1 30.469 ( 30.840) top5 10.938 ( 10.475) | Test: [24][163/198] Time 0.814 Data 0.001 top1 27.344 ( 30.819) top5 11.719 ( 10.482) | Test: [24][164/198] Time 0.743 Data 0.001 top1 35.938 ( 30.850) top5 10.938 ( 10.485) | Test: [24][165/198] Time 0.740 Data 0.001 top1 29.688 ( 30.843) top5 10.938 ( 10.488) | Test: [24][166/198] Time 0.824 Data 0.001 top1 33.594 ( 30.859) top5 13.281 ( 10.505) | Test: [24][167/198] Time 0.775 Data 0.001 top1 35.156 ( 30.885) top5 10.938 ( 10.507) | Test: [24][168/198] Time 0.797 Data 0.001 top1 27.344 ( 30.864) top5 9.375 ( 10.500) | Test: [24][169/198] Time 0.726 Data 0.001 top1 25.781 ( 30.834) top5 8.594 ( 10.489) | Test: [24][170/198] Time 0.729 Data 0.001 top1 28.906 ( 30.823) top5 9.375 ( 10.483) | Test: [24][171/198] Time 0.752 Data 0.023 top1 29.688 ( 30.816) top5 6.250 ( 10.458) | Test: [24][172/198] Time 0.730 Data 0.001 top1 24.219 ( 30.778) top5 9.375 ( 10.451) | Test: [24][173/198] Time 0.728 Data 0.001 top1 25.781 ( 30.749) top5 6.250 ( 10.427) | Test: [24][174/198] Time 0.717 Data 0.001 top1 28.906 ( 30.738) top5 7.812 ( 10.412) | Test: [24][175/198] Time 0.729 Data 0.001 top1 35.156 ( 30.763) top5 13.281 ( 10.429) | Test: [24][176/198] Time 0.726 Data 0.001 top1 25.000 ( 30.731) top5 6.250 ( 10.405) | Test: [24][177/198] Time 0.719 Data 0.001 top1 28.906 ( 30.720) top5 10.156 ( 10.403) | Test: [24][178/198] Time 0.725 Data 0.001 top1 35.938 ( 30.750) top5 10.938 ( 10.406) | Test: [24][179/198] Time 0.715 Data 0.001 top1 40.625 ( 30.805) top5 7.812 ( 10.392) | Test: [24][180/198] Time 0.721 Data 0.001 top1 21.875 ( 30.755) top5 7.812 ( 10.378) | Test: [24][181/198] Time 0.716 Data 0.001 top1 38.281 ( 30.797) top5 11.719 ( 10.385) | Test: [24][182/198] Time 0.718 Data 0.001 top1 28.125 ( 30.782) top5 7.031 ( 10.367) | Test: [24][183/198] Time 0.727 Data 0.000 top1 31.250 ( 30.785) top5 7.031 ( 10.348) | Test: [24][184/198] Time 0.719 Data 0.003 top1 29.688 ( 30.779) top5 12.500 ( 10.360) | Test: [24][185/198] Time 0.717 Data 0.001 top1 30.469 ( 30.777) top5 10.938 ( 10.363) | Test: [24][186/198] Time 0.726 Data 0.001 top1 34.375 ( 30.796) top5 9.375 ( 10.358) | Test: [24][187/198] Time 0.754 Data 0.001 top1 28.906 ( 30.786) top5 14.062 ( 10.378) | Test: [24][188/198] Time 0.743 Data 0.000 top1 30.469 ( 30.785) top5 9.375 ( 10.372) | Test: [24][189/198] Time 0.723 Data 0.000 top1 30.469 ( 30.783) top5 12.500 ( 10.384) | Test: [24][190/198] Time 0.721 Data 0.000 top1 34.375 ( 30.802) top5 11.719 ( 10.391) | Test: [24][191/198] Time 0.716 Data 0.000 top1 26.562 ( 30.780) top5 8.594 ( 10.381) | Test: [24][192/198] Time 0.724 Data 0.003 top1 27.344 ( 30.762) top5 8.594 ( 10.372) | Test: [24][193/198] Time 0.710 Data 0.000 top1 25.000 ( 30.732) top5 4.688 ( 10.342) | Test: [24][194/198] Time 0.718 Data 0.000 top1 21.094 ( 30.682) top5 7.812 ( 10.329) | Test: [24][195/198] Time 0.717 Data 0.000 top1 32.812 ( 30.693) top5 13.281 ( 10.345) | Test: [24][196/198] Time 0.261 Data 0.000 top1 20.588 ( 30.642) top5 8.824 ( 10.337) | Test: [24][197/198] Time 0.724 Data 0.001 top1 32.031 ( 30.649) top5 8.594 ( 10.328) | Test: [24][198/198] Time 0.735 Data 0.000 top1 28.906 ( 30.640) top5 11.719 ( 10.335) * Finished epoch # 24 top1: 30.640 top5: 10.335 Epoch 25 => Training epoch # 25 | Epoch: [25][1/553] Time 5.017 Data 2.526 Err 0.6500 top1 14.844 top5 4.688 | Epoch: [25][2/553] Time 2.435 Data 0.002 Err 0.7065 top1 14.844 top5 7.031 | Epoch: [25][3/553] Time 2.452 Data 0.001 Err 0.8394 top1 21.094 top5 10.938 | Epoch: [25][4/553] Time 2.466 Data 0.001 Err 0.7760 top1 21.875 top5 5.469 | Epoch: [25][5/553] Time 2.453 Data 0.001 Err 0.7593 top1 18.750 top5 7.812 | Epoch: [25][6/553] Time 2.431 Data 0.001 Err 0.8358 top1 24.219 top5 5.469 | Epoch: [25][7/553] Time 2.455 Data 0.001 Err 0.6492 top1 20.312 top5 6.250 | Epoch: [25][8/553] Time 2.458 Data 0.004 Err 0.8135 top1 20.312 top5 5.469 | Epoch: [25][9/553] Time 2.496 Data 0.001 Err 0.6311 top1 19.531 top5 3.906 | Epoch: [25][10/553] Time 2.443 Data 0.001 Err 0.7239 top1 22.656 top5 6.250 | Epoch: [25][11/553] Time 2.470 Data 0.001 Err 0.7961 top1 22.656 top5 6.250 | Epoch: [25][12/553] Time 2.492 Data 0.001 Err 0.8242 top1 22.656 top5 6.250 | Epoch: [25][13/553] Time 2.508 Data 0.001 Err 0.6400 top1 19.531 top5 3.125 | Epoch: [25][14/553] Time 2.514 Data 0.001 Err 0.8978 top1 25.000 top5 6.250 | Epoch: [25][15/553] Time 2.496 Data 0.001 Err 0.8247 top1 25.781 top5 8.594 | Epoch: [25][16/553] Time 2.433 Data 0.001 Err 0.7522 top1 20.312 top5 5.469 | Epoch: [25][17/553] Time 2.434 Data 0.001 Err 0.7270 top1 15.625 top5 6.250 | Epoch: [25][18/553] Time 2.448 Data 0.001 Err 0.5128 top1 15.625 top5 3.125 | Epoch: [25][19/553] Time 2.519 Data 0.001 Err 0.7035 top1 19.531 top5 7.031 | Epoch: [25][20/553] Time 2.509 Data 0.001 Err 0.6620 top1 17.969 top5 6.250 | Epoch: [25][21/553] Time 2.471 Data 0.001 Err 0.6422 top1 21.094 top5 3.906 | Epoch: [25][22/553] Time 2.439 Data 0.001 Err 0.5350 top1 14.062 top5 3.125 | Epoch: [25][23/553] Time 2.500 Data 0.001 Err 0.8149 top1 22.656 top5 6.250 | Epoch: [25][24/553] Time 2.500 Data 0.001 Err 0.6721 top1 23.438 top5 4.688 | Epoch: [25][25/553] Time 2.435 Data 0.001 Err 0.7197 top1 17.188 top5 5.469 | Epoch: [25][26/553] Time 2.488 Data 0.001 Err 0.7395 top1 17.188 top5 5.469 | Epoch: [25][27/553] Time 2.458 Data 0.001 Err 0.8359 top1 25.000 top5 4.688 | Epoch: [25][28/553] Time 2.480 Data 0.001 Err 0.6506 top1 17.969 top5 6.250 | Epoch: [25][29/553] Time 2.465 Data 0.001 Err 0.8483 top1 21.875 top5 9.375 | Epoch: [25][30/553] Time 2.437 Data 0.001 Err 0.5752 top1 10.938 top5 7.031 | Epoch: [25][31/553] Time 2.448 Data 0.001 Err 0.7629 top1 21.094 top5 7.812 | Epoch: [25][32/553] Time 2.475 Data 0.001 Err 0.6852 top1 19.531 top5 4.688 | Epoch: [25][33/553] Time 2.472 Data 0.001 Err 0.8760 top1 25.000 top5 9.375 | Epoch: [25][34/553] Time 2.491 Data 0.001 Err 0.8390 top1 19.531 top5 9.375 | Epoch: [25][35/553] Time 2.450 Data 0.004 Err 0.8367 top1 23.438 top5 7.031 | Epoch: [25][36/553] Time 2.475 Data 0.001 Err 0.7429 top1 20.312 top5 5.469 | Epoch: [25][37/553] Time 2.441 Data 0.001 Err 0.6202 top1 14.062 top5 4.688 | Epoch: [25][38/553] Time 2.436 Data 0.001 Err 0.7975 top1 20.312 top5 6.250 | Epoch: [25][39/553] Time 2.435 Data 0.001 Err 0.7483 top1 20.312 top5 5.469 | Epoch: [25][40/553] Time 2.471 Data 0.000 Err 0.7740 top1 23.438 top5 4.688 | Epoch: [25][41/553] Time 2.447 Data 0.001 Err 0.6144 top1 17.188 top5 3.906 | Epoch: [25][42/553] Time 2.454 Data 0.001 Err 0.9400 top1 28.906 top5 7.812 | Epoch: [25][43/553] Time 2.494 Data 0.001 Err 0.7947 top1 21.094 top5 4.688 | Epoch: [25][44/553] Time 2.440 Data 0.000 Err 0.6670 top1 20.312 top5 3.125 | Epoch: [25][45/553] Time 2.452 Data 0.001 Err 0.6909 top1 21.094 top5 2.344 | Epoch: [25][46/553] Time 2.479 Data 0.001 Err 0.6433 top1 19.531 top5 3.906 | Epoch: [25][47/553] Time 2.459 Data 0.001 Err 0.6346 top1 17.969 top5 4.688 | Epoch: [25][48/553] Time 2.445 Data 0.001 Err 0.5924 top1 16.406 top5 4.688 | Epoch: [25][49/553] Time 2.484 Data 0.001 Err 0.8616 top1 23.438 top5 10.156 | Epoch: [25][50/553] Time 2.435 Data 0.001 Err 0.6200 top1 17.188 top5 4.688 | Epoch: [25][51/553] Time 2.459 Data 0.001 Err 0.8095 top1 20.312 top5 9.375 | Epoch: [25][52/553] Time 2.463 Data 0.001 Err 0.7012 top1 17.188 top5 4.688 | Epoch: [25][53/553] Time 2.448 Data 0.001 Err 0.8425 top1 19.531 top5 8.594 | Epoch: [25][54/553] Time 2.442 Data 0.001 Err 0.8082 top1 19.531 top5 5.469 | Epoch: [25][55/553] Time 2.465 Data 0.001 Err 0.8257 top1 21.094 top5 7.031 | Epoch: [25][56/553] Time 2.474 Data 0.003 Err 0.5761 top1 14.062 top5 6.250 | Epoch: [25][57/553] Time 2.445 Data 0.001 Err 0.9243 top1 21.875 top5 10.156 | Epoch: [25][58/553] Time 2.438 Data 0.001 Err 0.7362 top1 19.531 top5 6.250 | Epoch: [25][59/553] Time 2.432 Data 0.001 Err 0.5866 top1 14.844 top5 3.125 | Epoch: [25][60/553] Time 2.439 Data 0.001 Err 0.7574 top1 19.531 top5 7.031 | Epoch: [25][61/553] Time 2.454 Data 0.001 Err 0.6923 top1 17.969 top5 3.906 | Epoch: [25][62/553] Time 2.477 Data 0.001 Err 0.5753 top1 17.188 top5 3.125 | Epoch: [25][63/553] Time 2.443 Data 0.000 Err 0.6458 top1 17.188 top5 5.469 | Epoch: [25][64/553] Time 2.441 Data 0.001 Err 0.6517 top1 18.750 top5 3.906 | Epoch: [25][65/553] Time 2.440 Data 0.001 Err 0.7090 top1 17.969 top5 5.469 | Epoch: [25][66/553] Time 2.440 Data 0.001 Err 0.7628 top1 24.219 top5 6.250 | Epoch: [25][67/553] Time 2.463 Data 0.001 Err 0.8120 top1 17.969 top5 5.469 | Epoch: [25][68/553] Time 2.481 Data 0.001 Err 0.5180 top1 13.281 top5 4.688 | Epoch: [25][69/553] Time 2.450 Data 0.001 Err 0.5407 top1 15.625 top5 1.562 | Epoch: [25][70/553] Time 2.448 Data 0.001 Err 0.7998 top1 21.094 top5 6.250 | Epoch: [25][71/553] Time 2.465 Data 0.001 Err 0.6458 top1 21.875 top5 5.469 | Epoch: [25][72/553] Time 2.443 Data 0.001 Err 0.7323 top1 20.312 top5 6.250 | Epoch: [25][73/553] Time 2.450 Data 0.001 Err 0.6888 top1 20.312 top5 6.250 | Epoch: [25][74/553] Time 2.476 Data 0.001 Err 0.6110 top1 17.188 top5 6.250 | Epoch: [25][75/553] Time 2.473 Data 0.001 Err 0.8444 top1 20.312 top5 7.812 | Epoch: [25][76/553] Time 2.443 Data 0.001 Err 0.7179 top1 21.094 top5 4.688 | Epoch: [25][77/553] Time 2.442 Data 0.004 Err 0.8609 top1 20.312 top5 10.156 | Epoch: [25][78/553] Time 2.446 Data 0.001 Err 0.7340 top1 23.438 top5 5.469 | Epoch: [25][79/553] Time 2.474 Data 0.001 Err 0.5260 top1 14.062 top5 4.688 | Epoch: [25][80/553] Time 2.447 Data 0.001 Err 0.7649 top1 21.875 top5 4.688 | Epoch: [25][81/553] Time 2.449 Data 0.001 Err 0.7852 top1 17.969 top5 6.250 | Epoch: [25][82/553] Time 2.481 Data 0.001 Err 0.6372 top1 20.312 top5 4.688 | Epoch: [25][83/553] Time 2.503 Data 0.001 Err 0.6985 top1 18.750 top5 7.031 | Epoch: [25][84/553] Time 2.443 Data 0.001 Err 0.7086 top1 17.969 top5 6.250 | Epoch: [25][85/553] Time 2.442 Data 0.001 Err 0.7503 top1 21.094 top5 7.812 | Epoch: [25][86/553] Time 2.444 Data 0.001 Err 0.6739 top1 18.750 top5 6.250 | Epoch: [25][87/553] Time 2.445 Data 0.001 Err 0.7134 top1 19.531 top5 5.469 | Epoch: [25][88/553] Time 2.458 Data 0.001 Err 0.7077 top1 21.875 top5 3.125 | Epoch: [25][89/553] Time 2.461 Data 0.001 Err 0.7817 top1 19.531 top5 5.469 | Epoch: [25][90/553] Time 2.453 Data 0.001 Err 0.5373 top1 14.844 top5 3.906 | Epoch: [25][91/553] Time 2.443 Data 0.001 Err 0.6737 top1 17.188 top5 7.812 | Epoch: [25][92/553] Time 2.437 Data 0.001 Err 0.6678 top1 15.625 top5 6.250 | Epoch: [25][93/553] Time 2.450 Data 0.001 Err 0.7297 top1 17.969 top5 3.906 | Epoch: [25][94/553] Time 2.448 Data 0.001 Err 0.5862 top1 13.281 top5 3.906 | Epoch: [25][95/553] Time 2.453 Data 0.001 Err 0.7126 top1 20.312 top5 4.688 | Epoch: [25][96/553] Time 2.441 Data 0.001 Err 0.7746 top1 21.875 top5 9.375 | Epoch: [25][97/553] Time 2.464 Data 0.001 Err 0.7816 top1 21.094 top5 3.125 | Epoch: [25][98/553] Time 2.470 Data 0.001 Err 0.6740 top1 17.969 top5 4.688 | Epoch: [25][99/553] Time 2.453 Data 0.001 Err 0.5986 top1 17.188 top5 3.125 | Epoch: [25][100/553] Time 2.441 Data 0.001 Err 0.6417 top1 20.312 top5 3.906 | Epoch: [25][101/553] Time 2.462 Data 0.001 Err 0.7257 top1 21.875 top5 4.688 | Epoch: [25][102/553] Time 2.446 Data 0.001 Err 0.6549 top1 17.969 top5 6.250 | Epoch: [25][103/553] Time 2.456 Data 0.001 Err 0.5821 top1 15.625 top5 4.688 | Epoch: [25][104/553] Time 2.450 Data 0.001 Err 0.6905 top1 19.531 top5 7.812 | Epoch: [25][105/553] Time 2.435 Data 0.001 Err 0.7069 top1 22.656 top5 6.250 | Epoch: [25][106/553] Time 2.497 Data 0.001 Err 0.5412 top1 14.844 top5 5.469 | Epoch: [25][107/553] Time 2.448 Data 0.001 Err 0.7274 top1 19.531 top5 2.344 | Epoch: [25][108/553] Time 2.444 Data 0.001 Err 0.6351 top1 19.531 top5 2.344 | Epoch: [25][109/553] Time 2.437 Data 0.001 Err 0.4870 top1 13.281 top5 1.562 | Epoch: [25][110/553] Time 2.511 Data 0.001 Err 0.6421 top1 17.188 top5 4.688 | Epoch: [25][111/553] Time 2.473 Data 0.001 Err 0.7427 top1 20.312 top5 3.125 | Epoch: [25][112/553] Time 2.483 Data 0.001 Err 0.8358 top1 25.781 top5 7.812 | Epoch: [25][113/553] Time 2.444 Data 0.001 Err 0.8553 top1 21.094 top5 5.469 | Epoch: [25][114/553] Time 2.458 Data 0.001 Err 0.6611 top1 17.188 top5 5.469 | Epoch: [25][115/553] Time 2.443 Data 0.006 Err 0.9149 top1 24.219 top5 9.375 | Epoch: [25][116/553] Time 2.453 Data 0.001 Err 0.7596 top1 18.750 top5 9.375 | Epoch: [25][117/553] Time 2.450 Data 0.001 Err 0.9902 top1 25.781 top5 9.375 | Epoch: [25][118/553] Time 2.486 Data 0.001 Err 0.6518 top1 16.406 top5 4.688 | Epoch: [25][119/553] Time 2.474 Data 0.001 Err 0.6101 top1 15.625 top5 4.688 | Epoch: [25][120/553] Time 2.446 Data 0.001 Err 0.7704 top1 21.875 top5 7.812 | Epoch: [25][121/553] Time 2.440 Data 0.001 Err 0.7207 top1 19.531 top5 7.031 | Epoch: [25][122/553] Time 2.466 Data 0.001 Err 0.7142 top1 23.438 top5 1.562 | Epoch: [25][123/553] Time 2.468 Data 0.001 Err 0.6706 top1 17.188 top5 5.469 | Epoch: [25][124/553] Time 2.473 Data 0.001 Err 0.9085 top1 21.875 top5 6.250 | Epoch: [25][125/553] Time 2.485 Data 0.001 Err 0.7674 top1 21.875 top5 5.469 | Epoch: [25][126/553] Time 2.489 Data 0.001 Err 0.8997 top1 25.000 top5 5.469 | Epoch: [25][127/553] Time 2.448 Data 0.000 Err 0.9416 top1 25.000 top5 9.375 | Epoch: [25][128/553] Time 2.442 Data 0.001 Err 0.7725 top1 21.094 top5 5.469 | Epoch: [25][129/553] Time 2.449 Data 0.001 Err 0.8258 top1 21.094 top5 6.250 | Epoch: [25][130/553] Time 2.509 Data 0.001 Err 0.6657 top1 14.844 top5 5.469 | Epoch: [25][131/553] Time 2.451 Data 0.001 Err 0.6896 top1 17.969 top5 4.688 | Epoch: [25][132/553] Time 2.459 Data 0.001 Err 0.5101 top1 12.500 top5 5.469 | Epoch: [25][133/553] Time 2.490 Data 0.001 Err 0.6995 top1 17.969 top5 5.469 | Epoch: [25][134/553] Time 2.507 Data 0.003 Err 0.5642 top1 14.844 top5 2.344 | Epoch: [25][135/553] Time 2.495 Data 0.001 Err 0.6077 top1 16.406 top5 3.125 | Epoch: [25][136/553] Time 2.450 Data 0.001 Err 0.9988 top1 25.781 top5 10.156 | Epoch: [25][137/553] Time 2.444 Data 0.001 Err 0.5808 top1 15.625 top5 5.469 | Epoch: [25][138/553] Time 2.467 Data 0.001 Err 0.7054 top1 17.969 top5 7.812 | Epoch: [25][139/553] Time 2.504 Data 0.001 Err 0.6858 top1 21.875 top5 4.688 | Epoch: [25][140/553] Time 2.442 Data 0.001 Err 0.7117 top1 17.188 top5 7.031 | Epoch: [25][141/553] Time 2.439 Data 0.001 Err 0.5840 top1 14.844 top5 4.688 | Epoch: [25][142/553] Time 2.441 Data 0.001 Err 0.7901 top1 22.656 top5 5.469 | Epoch: [25][143/553] Time 2.461 Data 0.001 Err 0.7702 top1 19.531 top5 5.469 | Epoch: [25][144/553] Time 2.461 Data 0.001 Err 0.6656 top1 17.969 top5 7.031 | Epoch: [25][145/553] Time 2.451 Data 0.001 Err 0.8519 top1 22.656 top5 10.156 | Epoch: [25][146/553] Time 2.441 Data 0.001 Err 0.6997 top1 19.531 top5 3.125 | Epoch: [25][147/553] Time 2.461 Data 0.001 Err 0.6020 top1 14.844 top5 5.469 | Epoch: [25][148/553] Time 2.449 Data 0.001 Err 0.6708 top1 17.969 top5 4.688 | Epoch: [25][149/553] Time 2.448 Data 0.001 Err 0.5260 top1 14.844 top5 3.906 | Epoch: [25][150/553] Time 2.448 Data 0.001 Err 0.7364 top1 16.406 top5 7.031 | Epoch: [25][151/553] Time 2.486 Data 0.001 Err 0.6169 top1 17.969 top5 2.344 | Epoch: [25][152/553] Time 2.473 Data 0.001 Err 0.7185 top1 18.750 top5 5.469 | Epoch: [25][153/553] Time 2.438 Data 0.001 Err 0.7313 top1 21.094 top5 7.031 | Epoch: [25][154/553] Time 2.475 Data 0.001 Err 0.5701 top1 15.625 top5 4.688 | Epoch: [25][155/553] Time 2.439 Data 0.001 Err 0.7727 top1 21.094 top5 6.250 | Epoch: [25][156/553] Time 2.440 Data 0.001 Err 0.6614 top1 14.844 top5 5.469 | Epoch: [25][157/553] Time 2.446 Data 0.001 Err 0.6125 top1 19.531 top5 1.562 | Epoch: [25][158/553] Time 2.477 Data 0.001 Err 0.8428 top1 25.000 top5 7.812 | Epoch: [25][159/553] Time 2.446 Data 0.001 Err 0.8156 top1 22.656 top5 5.469 | Epoch: [25][160/553] Time 2.493 Data 0.001 Err 0.5984 top1 17.969 top5 3.906 | Epoch: [25][161/553] Time 2.437 Data 0.001 Err 0.6223 top1 16.406 top5 4.688 | Epoch: [25][162/553] Time 2.448 Data 0.001 Err 0.7025 top1 20.312 top5 4.688 | Epoch: [25][163/553] Time 2.474 Data 0.001 Err 0.8810 top1 21.875 top5 10.938 | Epoch: [25][164/553] Time 2.471 Data 0.000 Err 0.7266 top1 21.094 top5 6.250 | Epoch: [25][165/553] Time 2.442 Data 0.001 Err 0.8490 top1 22.656 top5 9.375 | Epoch: [25][166/553] Time 2.486 Data 0.001 Err 0.7773 top1 19.531 top5 7.031 | Epoch: [25][167/553] Time 2.504 Data 0.000 Err 0.9494 top1 25.781 top5 9.375 | Epoch: [25][168/553] Time 2.481 Data 0.001 Err 0.5890 top1 17.969 top5 3.125 | Epoch: [25][169/553] Time 2.452 Data 0.001 Err 0.7380 top1 23.438 top5 4.688 | Epoch: [25][170/553] Time 2.466 Data 0.001 Err 0.8610 top1 17.188 top5 10.156 | Epoch: [25][171/553] Time 2.465 Data 0.001 Err 0.5359 top1 14.844 top5 3.125 | Epoch: [25][172/553] Time 2.471 Data 0.002 Err 0.6362 top1 18.750 top5 4.688 | Epoch: [25][173/553] Time 2.518 Data 0.001 Err 0.7870 top1 19.531 top5 7.031 | Epoch: [25][174/553] Time 2.433 Data 0.001 Err 0.7235 top1 21.875 top5 4.688 | Epoch: [25][175/553] Time 2.455 Data 0.001 Err 0.8141 top1 18.750 top5 9.375 | Epoch: [25][176/553] Time 2.508 Data 0.000 Err 0.6275 top1 17.188 top5 3.906 | Epoch: [25][177/553] Time 2.457 Data 0.001 Err 0.8156 top1 23.438 top5 5.469 | Epoch: [25][178/553] Time 2.432 Data 0.001 Err 0.7069 top1 17.969 top5 7.031 | Epoch: [25][179/553] Time 2.456 Data 0.001 Err 0.6734 top1 21.875 top5 4.688 | Epoch: [25][180/553] Time 2.476 Data 0.001 Err 1.0246 top1 26.562 top5 8.594 | Epoch: [25][181/553] Time 2.450 Data 0.001 Err 0.7440 top1 21.094 top5 5.469 | Epoch: [25][182/553] Time 2.442 Data 0.001 Err 0.6478 top1 17.969 top5 2.344 | Epoch: [25][183/553] Time 2.436 Data 0.001 Err 0.6934 top1 17.969 top5 7.031 | Epoch: [25][184/553] Time 2.476 Data 0.001 Err 0.7979 top1 22.656 top5 8.594 | Epoch: [25][185/553] Time 2.459 Data 0.001 Err 0.8403 top1 26.562 top5 8.594 | Epoch: [25][186/553] Time 2.450 Data 0.001 Err 0.7856 top1 20.312 top5 5.469 | Epoch: [25][187/553] Time 2.497 Data 0.001 Err 0.5450 top1 13.281 top5 3.906 | Epoch: [25][188/553] Time 2.480 Data 0.001 Err 0.7836 top1 23.438 top5 6.250 | Epoch: [25][189/553] Time 2.450 Data 0.001 Err 0.5577 top1 14.844 top5 4.688 | Epoch: [25][190/553] Time 2.437 Data 0.001 Err 0.5701 top1 21.094 top5 3.906 | Epoch: [25][191/553] Time 2.451 Data 0.001 Err 0.6906 top1 19.531 top5 5.469 | Epoch: [25][192/553] Time 2.483 Data 0.001 Err 0.9122 top1 21.875 top5 10.156 | Epoch: [25][193/553] Time 2.499 Data 0.001 Err 0.8968 top1 28.906 top5 9.375 | Epoch: [25][194/553] Time 2.451 Data 0.001 Err 0.9835 top1 26.562 top5 10.156 | Epoch: [25][195/553] Time 2.437 Data 0.001 Err 0.7361 top1 21.875 top5 4.688 | Epoch: [25][196/553] Time 2.488 Data 0.001 Err 0.7382 top1 21.875 top5 5.469 | Epoch: [25][197/553] Time 2.485 Data 0.001 Err 0.8157 top1 25.781 top5 5.469 | Epoch: [25][198/553] Time 2.445 Data 0.001 Err 0.7387 top1 20.312 top5 5.469 | Epoch: [25][199/553] Time 2.473 Data 0.001 Err 0.5993 top1 14.844 top5 5.469 | Epoch: [25][200/553] Time 2.463 Data 0.001 Err 0.7460 top1 19.531 top5 7.031 | Epoch: [25][201/553] Time 2.462 Data 0.001 Err 0.7048 top1 21.094 top5 4.688 | Epoch: [25][202/553] Time 2.440 Data 0.001 Err 0.6478 top1 19.531 top5 2.344 | Epoch: [25][203/553] Time 2.458 Data 0.001 Err 0.7543 top1 21.094 top5 6.250 | Epoch: [25][204/553] Time 2.443 Data 0.001 Err 0.8384 top1 22.656 top5 10.156 | Epoch: [25][205/553] Time 2.442 Data 0.001 Err 0.6009 top1 17.188 top5 4.688 | Epoch: [25][206/553] Time 2.450 Data 0.001 Err 0.8160 top1 21.094 top5 9.375 | Epoch: [25][207/553] Time 2.443 Data 0.001 Err 0.6382 top1 14.844 top5 5.469 | Epoch: [25][208/553] Time 2.442 Data 0.001 Err 0.8478 top1 25.781 top5 8.594 | Epoch: [25][209/553] Time 2.468 Data 0.001 Err 0.6948 top1 21.094 top5 7.031 | Epoch: [25][210/553] Time 2.504 Data 0.004 Err 0.7357 top1 20.312 top5 6.250 | Epoch: [25][211/553] Time 2.442 Data 0.001 Err 0.8395 top1 21.094 top5 7.031 | Epoch: [25][212/553] Time 2.449 Data 0.001 Err 0.9090 top1 25.781 top5 7.031 | Epoch: [25][213/553] Time 2.477 Data 0.000 Err 0.7603 top1 17.969 top5 7.031 | Epoch: [25][214/553] Time 2.472 Data 0.000 Err 0.8946 top1 28.125 top5 6.250 | Epoch: [25][215/553] Time 2.467 Data 0.001 Err 0.8353 top1 24.219 top5 6.250 | Epoch: [25][216/553] Time 2.500 Data 0.001 Err 0.8490 top1 22.656 top5 8.594 | Epoch: [25][217/553] Time 2.443 Data 0.001 Err 0.9207 top1 24.219 top5 9.375 | Epoch: [25][218/553] Time 2.437 Data 0.001 Err 0.7160 top1 21.094 top5 3.125 | Epoch: [25][219/553] Time 2.457 Data 0.001 Err 0.6878 top1 17.969 top5 6.250 | Epoch: [25][220/553] Time 2.517 Data 0.001 Err 0.6415 top1 17.188 top5 2.344 | Epoch: [25][221/553] Time 2.465 Data 0.001 Err 0.8584 top1 23.438 top5 6.250 | Epoch: [25][222/553] Time 2.442 Data 0.001 Err 0.6682 top1 17.969 top5 3.125 | Epoch: [25][223/553] Time 2.494 Data 0.001 Err 0.7789 top1 17.969 top5 7.812 | Epoch: [25][224/553] Time 2.473 Data 0.001 Err 0.6722 top1 18.750 top5 6.250 | Epoch: [25][225/553] Time 2.473 Data 0.001 Err 0.6912 top1 19.531 top5 7.031 | Epoch: [25][226/553] Time 2.446 Data 0.001 Err 0.7963 top1 25.000 top5 7.031 | Epoch: [25][227/553] Time 2.452 Data 0.001 Err 0.6254 top1 16.406 top5 7.031 | Epoch: [25][228/553] Time 2.480 Data 0.001 Err 0.8499 top1 26.562 top5 3.906 | Epoch: [25][229/553] Time 2.513 Data 0.001 Err 0.5945 top1 14.844 top5 7.031 | Epoch: [25][230/553] Time 2.451 Data 0.001 Err 0.7073 top1 19.531 top5 3.906 | Epoch: [25][231/553] Time 2.438 Data 0.001 Err 0.8266 top1 21.875 top5 6.250 | Epoch: [25][232/553] Time 2.476 Data 0.001 Err 0.7005 top1 19.531 top5 4.688 | Epoch: [25][233/553] Time 2.511 Data 0.001 Err 0.5765 top1 15.625 top5 4.688 | Epoch: [25][234/553] Time 2.484 Data 0.001 Err 0.6280 top1 15.625 top5 5.469 | Epoch: [25][235/553] Time 2.443 Data 0.001 Err 0.8352 top1 22.656 top5 7.812 | Epoch: [25][236/553] Time 2.485 Data 0.001 Err 0.7089 top1 17.969 top5 5.469 | Epoch: [25][237/553] Time 2.468 Data 0.001 Err 0.7387 top1 21.875 top5 4.688 | Epoch: [25][238/553] Time 2.447 Data 0.001 Err 0.7415 top1 21.875 top5 7.812 | Epoch: [25][239/553] Time 2.465 Data 0.001 Err 0.7534 top1 19.531 top5 9.375 | Epoch: [25][240/553] Time 2.469 Data 0.001 Err 0.6299 top1 14.844 top5 4.688 | Epoch: [25][241/553] Time 2.510 Data 0.000 Err 0.6901 top1 21.094 top5 2.344 | Epoch: [25][242/553] Time 2.473 Data 0.001 Err 1.0547 top1 24.219 top5 11.719 | Epoch: [25][243/553] Time 2.495 Data 0.001 Err 0.6072 top1 17.188 top5 4.688 | Epoch: [25][244/553] Time 2.487 Data 0.001 Err 0.6584 top1 17.969 top5 4.688 | Epoch: [25][245/553] Time 2.514 Data 0.001 Err 0.7554 top1 21.094 top5 7.812 | Epoch: [25][246/553] Time 2.450 Data 0.001 Err 0.7758 top1 19.531 top5 7.031 | Epoch: [25][247/553] Time 2.438 Data 0.001 Err 0.6641 top1 17.188 top5 4.688 | Epoch: [25][248/553] Time 2.445 Data 0.004 Err 0.7439 top1 18.750 top5 7.031 | Epoch: [25][249/553] Time 2.474 Data 0.001 Err 0.7448 top1 18.750 top5 6.250 | Epoch: [25][250/553] Time 2.450 Data 0.001 Err 0.7640 top1 21.875 top5 7.812 | Epoch: [25][251/553] Time 2.496 Data 0.001 Err 0.7004 top1 17.188 top5 7.812 | Epoch: [25][252/553] Time 2.483 Data 0.001 Err 0.7509 top1 18.750 top5 6.250 | Epoch: [25][253/553] Time 2.434 Data 0.001 Err 0.8737 top1 24.219 top5 6.250 | Epoch: [25][254/553] Time 2.453 Data 0.001 Err 0.6427 top1 15.625 top5 6.250 | Epoch: [25][255/553] Time 2.470 Data 0.001 Err 0.7871 top1 20.312 top5 8.594 | Epoch: [25][256/553] Time 2.443 Data 0.001 Err 0.6820 top1 15.625 top5 4.688 | Epoch: [25][257/553] Time 2.503 Data 0.001 Err 0.6585 top1 21.094 top5 5.469 | Epoch: [25][258/553] Time 2.484 Data 0.001 Err 0.7684 top1 20.312 top5 7.031 | Epoch: [25][259/553] Time 2.451 Data 0.001 Err 0.8281 top1 24.219 top5 6.250 | Epoch: [25][260/553] Time 2.447 Data 0.000 Err 0.8061 top1 19.531 top5 7.031 | Epoch: [25][261/553] Time 2.483 Data 0.001 Err 0.8398 top1 25.781 top5 7.031 | Epoch: [25][262/553] Time 2.515 Data 0.001 Err 0.5717 top1 15.625 top5 3.906 | Epoch: [25][263/553] Time 2.499 Data 0.001 Err 0.7282 top1 21.875 top5 5.469 | Epoch: [25][264/553] Time 2.445 Data 0.001 Err 0.7703 top1 24.219 top5 6.250 | Epoch: [25][265/553] Time 2.520 Data 0.001 Err 0.7681 top1 21.094 top5 7.031 | Epoch: [25][266/553] Time 2.444 Data 0.001 Err 0.9546 top1 22.656 top5 11.719 | Epoch: [25][267/553] Time 2.465 Data 0.003 Err 0.6120 top1 15.625 top5 6.250 | Epoch: [25][268/553] Time 2.459 Data 0.001 Err 0.9507 top1 24.219 top5 7.031 | Epoch: [25][269/553] Time 2.469 Data 0.001 Err 0.6983 top1 18.750 top5 5.469 | Epoch: [25][270/553] Time 2.511 Data 0.001 Err 0.8621 top1 24.219 top5 6.250 | Epoch: [25][271/553] Time 2.458 Data 0.001 Err 0.9964 top1 22.656 top5 7.812 | Epoch: [25][272/553] Time 2.488 Data 0.001 Err 0.7222 top1 17.969 top5 7.031 | Epoch: [25][273/553] Time 2.469 Data 0.001 Err 0.9571 top1 28.125 top5 9.375 | Epoch: [25][274/553] Time 2.506 Data 0.001 Err 0.7655 top1 17.188 top5 9.375 | Epoch: [25][275/553] Time 2.434 Data 0.001 Err 0.6865 top1 21.875 top5 6.250 | Epoch: [25][276/553] Time 2.469 Data 0.001 Err 0.8522 top1 24.219 top5 7.031 | Epoch: [25][277/553] Time 2.481 Data 0.001 Err 0.7620 top1 24.219 top5 8.594 | Epoch: [25][278/553] Time 2.436 Data 0.001 Err 0.6513 top1 16.406 top5 3.125 | Epoch: [25][279/553] Time 2.466 Data 0.001 Err 0.6430 top1 15.625 top5 5.469 | Epoch: [25][280/553] Time 2.438 Data 0.001 Err 0.8426 top1 23.438 top5 7.812 | Epoch: [25][281/553] Time 2.464 Data 0.001 Err 0.7864 top1 21.875 top5 5.469 | Epoch: [25][282/553] Time 2.476 Data 0.001 Err 0.7679 top1 21.094 top5 6.250 | Epoch: [25][283/553] Time 2.457 Data 0.001 Err 1.0461 top1 25.781 top5 11.719 | Epoch: [25][284/553] Time 2.516 Data 0.001 Err 0.7806 top1 21.094 top5 10.156 | Epoch: [25][285/553] Time 2.510 Data 0.001 Err 0.7435 top1 17.188 top5 3.906 | Epoch: [25][286/553] Time 2.445 Data 0.002 Err 0.7438 top1 21.875 top5 7.812 | Epoch: [25][287/553] Time 2.459 Data 0.000 Err 0.8614 top1 25.000 top5 4.688 | Epoch: [25][288/553] Time 2.441 Data 0.001 Err 0.7980 top1 19.531 top5 7.031 | Epoch: [25][289/553] Time 2.448 Data 0.001 Err 0.8072 top1 23.438 top5 5.469 | Epoch: [25][290/553] Time 2.486 Data 0.001 Err 1.0244 top1 24.219 top5 8.594 | Epoch: [25][291/553] Time 2.464 Data 0.001 Err 0.6793 top1 16.406 top5 5.469 | Epoch: [25][292/553] Time 2.442 Data 0.001 Err 1.0371 top1 23.438 top5 10.156 | Epoch: [25][293/553] Time 2.434 Data 0.001 Err 0.8060 top1 20.312 top5 8.594 | Epoch: [25][294/553] Time 2.441 Data 0.001 Err 0.4929 top1 16.406 top5 3.125 | Epoch: [25][295/553] Time 2.458 Data 0.001 Err 0.5967 top1 19.531 top5 4.688 | Epoch: [25][296/553] Time 2.456 Data 0.001 Err 0.6227 top1 17.969 top5 2.344 | Epoch: [25][297/553] Time 2.475 Data 0.001 Err 0.9635 top1 23.438 top5 10.156 | Epoch: [25][298/553] Time 2.489 Data 0.001 Err 0.9463 top1 25.000 top5 7.031 | Epoch: [25][299/553] Time 2.464 Data 0.001 Err 0.9492 top1 26.562 top5 8.594 | Epoch: [25][300/553] Time 2.478 Data 0.001 Err 0.8983 top1 25.000 top5 8.594 | Epoch: [25][301/553] Time 2.481 Data 0.001 Err 0.7163 top1 18.750 top5 6.250 | Epoch: [25][302/553] Time 2.477 Data 0.001 Err 0.7713 top1 20.312 top5 7.031 | Epoch: [25][303/553] Time 2.499 Data 0.001 Err 0.6214 top1 18.750 top5 3.906 | Epoch: [25][304/553] Time 2.468 Data 0.001 Err 0.8680 top1 22.656 top5 8.594 | Epoch: [25][305/553] Time 2.472 Data 0.001 Err 0.8107 top1 21.875 top5 7.031 | Epoch: [25][306/553] Time 2.457 Data 0.000 Err 0.8864 top1 21.094 top5 10.156 | Epoch: [25][307/553] Time 2.469 Data 0.001 Err 0.6698 top1 14.844 top5 6.250 | Epoch: [25][308/553] Time 2.459 Data 0.000 Err 0.8034 top1 23.438 top5 7.031 | Epoch: [25][309/553] Time 2.476 Data 0.001 Err 0.8278 top1 22.656 top5 7.031 | Epoch: [25][310/553] Time 2.481 Data 0.001 Err 0.8863 top1 25.000 top5 7.031 | Epoch: [25][311/553] Time 2.475 Data 0.001 Err 0.7281 top1 15.625 top5 8.594 | Epoch: [25][312/553] Time 2.487 Data 0.001 Err 0.6910 top1 17.969 top5 7.812 | Epoch: [25][313/553] Time 2.502 Data 0.001 Err 0.6385 top1 21.094 top5 3.906 | Epoch: [25][314/553] Time 2.469 Data 0.001 Err 0.7565 top1 20.312 top5 4.688 | Epoch: [25][315/553] Time 2.464 Data 0.001 Err 0.6399 top1 17.188 top5 5.469 | Epoch: [25][316/553] Time 2.443 Data 0.001 Err 0.8802 top1 23.438 top5 6.250 | Epoch: [25][317/553] Time 2.477 Data 0.001 Err 0.7732 top1 17.969 top5 6.250 | Epoch: [25][318/553] Time 2.440 Data 0.001 Err 0.7724 top1 17.969 top5 7.031 | Epoch: [25][319/553] Time 2.509 Data 0.001 Err 0.6744 top1 19.531 top5 4.688 | Epoch: [25][320/553] Time 2.473 Data 0.001 Err 0.6819 top1 21.094 top5 3.906 | Epoch: [25][321/553] Time 2.468 Data 0.001 Err 0.5505 top1 14.062 top5 3.906 | Epoch: [25][322/553] Time 2.512 Data 0.001 Err 0.7030 top1 20.312 top5 5.469 | Epoch: [25][323/553] Time 2.439 Data 0.001 Err 0.6445 top1 16.406 top5 4.688 | Epoch: [25][324/553] Time 2.477 Data 0.001 Err 0.6988 top1 21.094 top5 4.688 | Epoch: [25][325/553] Time 2.481 Data 0.001 Err 0.8168 top1 21.875 top5 6.250 | Epoch: [25][326/553] Time 2.467 Data 0.001 Err 0.6066 top1 20.312 top5 4.688 | Epoch: [25][327/553] Time 2.484 Data 0.001 Err 0.6936 top1 17.969 top5 7.031 | Epoch: [25][328/553] Time 2.478 Data 0.001 Err 0.6848 top1 18.750 top5 6.250 | Epoch: [25][329/553] Time 2.443 Data 0.001 Err 0.8152 top1 22.656 top5 6.250 | Epoch: [25][330/553] Time 2.440 Data 0.001 Err 0.6417 top1 15.625 top5 5.469 | Epoch: [25][331/553] Time 2.471 Data 0.001 Err 0.8234 top1 20.312 top5 7.812 | Epoch: [25][332/553] Time 2.491 Data 0.001 Err 0.7578 top1 22.656 top5 5.469 | Epoch: [25][333/553] Time 2.519 Data 0.001 Err 0.7896 top1 20.312 top5 5.469 | Epoch: [25][334/553] Time 2.508 Data 0.001 Err 0.6405 top1 23.438 top5 4.688 | Epoch: [25][335/553] Time 2.503 Data 0.001 Err 0.5251 top1 14.844 top5 3.906 | Epoch: [25][336/553] Time 2.460 Data 0.001 Err 0.7738 top1 18.750 top5 8.594 | Epoch: [25][337/553] Time 2.517 Data 0.001 Err 0.8506 top1 19.531 top5 9.375 | Epoch: [25][338/553] Time 2.496 Data 0.001 Err 0.6727 top1 17.969 top5 7.031 | Epoch: [25][339/553] Time 2.510 Data 0.001 Err 0.6334 top1 15.625 top5 6.250 | Epoch: [25][340/553] Time 2.478 Data 0.001 Err 0.5745 top1 17.188 top5 4.688 | Epoch: [25][341/553] Time 2.477 Data 0.001 Err 1.0557 top1 23.438 top5 8.594 | Epoch: [25][342/553] Time 2.441 Data 0.001 Err 0.8886 top1 19.531 top5 10.156 | Epoch: [25][343/553] Time 2.469 Data 0.003 Err 0.9100 top1 27.344 top5 7.031 | Epoch: [25][344/553] Time 2.448 Data 0.001 Err 0.5763 top1 17.188 top5 3.125 | Epoch: [25][345/553] Time 2.511 Data 0.001 Err 0.6165 top1 17.969 top5 3.906 | Epoch: [25][346/553] Time 2.470 Data 0.000 Err 0.8318 top1 22.656 top5 10.156 | Epoch: [25][347/553] Time 2.465 Data 0.001 Err 0.8534 top1 18.750 top5 7.031 | Epoch: [25][348/553] Time 2.465 Data 0.001 Err 0.9021 top1 22.656 top5 10.156 | Epoch: [25][349/553] Time 2.495 Data 0.001 Err 0.8395 top1 21.094 top5 10.156 | Epoch: [25][350/553] Time 2.511 Data 0.001 Err 0.7613 top1 19.531 top5 6.250 | Epoch: [25][351/553] Time 2.526 Data 0.001 Err 0.6322 top1 17.969 top5 3.906 | Epoch: [25][352/553] Time 2.454 Data 0.001 Err 0.7038 top1 23.438 top5 4.688 | Epoch: [25][353/553] Time 2.451 Data 0.001 Err 0.7095 top1 18.750 top5 6.250 | Epoch: [25][354/553] Time 2.442 Data 0.001 Err 0.8443 top1 23.438 top5 5.469 | Epoch: [25][355/553] Time 2.442 Data 0.000 Err 0.7760 top1 20.312 top5 7.031 | Epoch: [25][356/553] Time 2.478 Data 0.001 Err 0.7394 top1 20.312 top5 5.469 | Epoch: [25][357/553] Time 2.447 Data 0.001 Err 0.7556 top1 19.531 top5 7.812 | Epoch: [25][358/553] Time 2.445 Data 0.001 Err 0.6156 top1 15.625 top5 7.031 | Epoch: [25][359/553] Time 2.472 Data 0.001 Err 0.7597 top1 19.531 top5 6.250 | Epoch: [25][360/553] Time 2.477 Data 0.001 Err 0.8078 top1 21.094 top5 6.250 | Epoch: [25][361/553] Time 2.447 Data 0.001 Err 0.6417 top1 14.844 top5 3.906 | Epoch: [25][362/553] Time 2.503 Data 0.002 Err 0.7844 top1 22.656 top5 7.812 | Epoch: [25][363/553] Time 2.513 Data 0.001 Err 0.9018 top1 25.781 top5 6.250 | Epoch: [25][364/553] Time 2.512 Data 0.001 Err 0.6937 top1 20.312 top5 7.031 | Epoch: [25][365/553] Time 2.451 Data 0.001 Err 0.9929 top1 23.438 top5 10.156 | Epoch: [25][366/553] Time 2.492 Data 0.001 Err 0.7659 top1 21.094 top5 6.250 | Epoch: [25][367/553] Time 2.447 Data 0.001 Err 0.6134 top1 15.625 top5 3.906 | Epoch: [25][368/553] Time 2.474 Data 0.001 Err 0.7420 top1 22.656 top5 3.906 | Epoch: [25][369/553] Time 2.437 Data 0.001 Err 0.7941 top1 19.531 top5 10.156 | Epoch: [25][370/553] Time 2.446 Data 0.001 Err 0.7715 top1 21.094 top5 6.250 | Epoch: [25][371/553] Time 2.506 Data 0.001 Err 0.8018 top1 22.656 top5 10.156 | Epoch: [25][372/553] Time 2.478 Data 0.001 Err 0.9655 top1 21.094 top5 10.156 | Epoch: [25][373/553] Time 2.448 Data 0.001 Err 0.6648 top1 17.188 top5 6.250 | Epoch: [25][374/553] Time 2.512 Data 0.001 Err 0.9624 top1 25.000 top5 9.375 | Epoch: [25][375/553] Time 2.474 Data 0.001 Err 0.7667 top1 20.312 top5 7.031 | Epoch: [25][376/553] Time 2.481 Data 0.001 Err 0.7973 top1 19.531 top5 4.688 | Epoch: [25][377/553] Time 2.494 Data 0.001 Err 0.4563 top1 13.281 top5 2.344 | Epoch: [25][378/553] Time 2.480 Data 0.001 Err 0.6986 top1 17.969 top5 5.469 | Epoch: [25][379/553] Time 2.502 Data 0.001 Err 0.6527 top1 18.750 top5 5.469 | Epoch: [25][380/553] Time 2.481 Data 0.001 Err 0.6199 top1 17.188 top5 4.688 | Epoch: [25][381/553] Time 2.459 Data 0.002 Err 0.7850 top1 21.875 top5 6.250 | Epoch: [25][382/553] Time 2.440 Data 0.001 Err 0.7769 top1 20.312 top5 8.594 | Epoch: [25][383/553] Time 2.471 Data 0.001 Err 0.9465 top1 26.562 top5 5.469 | Epoch: [25][384/553] Time 2.459 Data 0.001 Err 0.7800 top1 21.094 top5 7.031 | Epoch: [25][385/553] Time 2.441 Data 0.001 Err 0.5805 top1 11.719 top5 3.125 | Epoch: [25][386/553] Time 2.449 Data 0.001 Err 0.6720 top1 20.312 top5 5.469 | Epoch: [25][387/553] Time 2.472 Data 0.001 Err 0.7197 top1 21.875 top5 4.688 | Epoch: [25][388/553] Time 2.467 Data 0.001 Err 0.8505 top1 20.312 top5 7.031 | Epoch: [25][389/553] Time 2.459 Data 0.001 Err 0.7198 top1 20.312 top5 7.031 | Epoch: [25][390/553] Time 2.435 Data 0.001 Err 0.7888 top1 18.750 top5 6.250 | Epoch: [25][391/553] Time 2.483 Data 0.001 Err 0.7040 top1 19.531 top5 4.688 | Epoch: [25][392/553] Time 2.484 Data 0.001 Err 0.8295 top1 18.750 top5 4.688 | Epoch: [25][393/553] Time 2.449 Data 0.001 Err 1.0287 top1 28.906 top5 8.594 | Epoch: [25][394/553] Time 2.450 Data 0.001 Err 0.6441 top1 17.188 top5 4.688 | Epoch: [25][395/553] Time 2.472 Data 0.001 Err 0.7241 top1 19.531 top5 5.469 | Epoch: [25][396/553] Time 2.510 Data 0.001 Err 0.6940 top1 22.656 top5 3.906 | Epoch: [25][397/553] Time 2.450 Data 0.001 Err 0.8736 top1 20.312 top5 8.594 | Epoch: [25][398/553] Time 2.479 Data 0.001 Err 0.7187 top1 21.875 top5 4.688 | Epoch: [25][399/553] Time 2.465 Data 0.001 Err 0.7209 top1 18.750 top5 3.906 | Epoch: [25][400/553] Time 2.476 Data 0.001 Err 0.8725 top1 23.438 top5 11.719 | Epoch: [25][401/553] Time 2.443 Data 0.001 Err 1.0252 top1 25.781 top5 9.375 | Epoch: [25][402/553] Time 2.514 Data 0.001 Err 0.7011 top1 20.312 top5 5.469 | Epoch: [25][403/553] Time 2.439 Data 0.000 Err 0.7584 top1 21.094 top5 9.375 | Epoch: [25][404/553] Time 2.456 Data 0.001 Err 0.6835 top1 20.312 top5 3.906 | Epoch: [25][405/553] Time 2.460 Data 0.001 Err 0.7227 top1 21.875 top5 7.812 | Epoch: [25][406/553] Time 2.446 Data 0.001 Err 0.8008 top1 23.438 top5 6.250 | Epoch: [25][407/553] Time 2.436 Data 0.001 Err 0.8225 top1 22.656 top5 7.812 | Epoch: [25][408/553] Time 2.477 Data 0.001 Err 0.7290 top1 18.750 top5 7.812 | Epoch: [25][409/553] Time 2.432 Data 0.001 Err 0.7799 top1 19.531 top5 6.250 | Epoch: [25][410/553] Time 2.446 Data 0.001 Err 0.8093 top1 21.094 top5 6.250 | Epoch: [25][411/553] Time 2.438 Data 0.001 Err 0.8568 top1 23.438 top5 8.594 | Epoch: [25][412/553] Time 2.494 Data 0.001 Err 0.6010 top1 14.844 top5 4.688 | Epoch: [25][413/553] Time 2.493 Data 0.001 Err 0.8274 top1 24.219 top5 6.250 | Epoch: [25][414/553] Time 2.455 Data 0.001 Err 0.9409 top1 25.000 top5 8.594 | Epoch: [25][415/553] Time 2.495 Data 0.001 Err 0.7994 top1 22.656 top5 7.031 | Epoch: [25][416/553] Time 2.448 Data 0.001 Err 0.7635 top1 22.656 top5 8.594 | Epoch: [25][417/553] Time 2.500 Data 0.001 Err 0.7949 top1 20.312 top5 7.031 | Epoch: [25][418/553] Time 2.471 Data 0.001 Err 0.9809 top1 25.000 top5 10.156 | Epoch: [25][419/553] Time 2.442 Data 0.003 Err 0.8182 top1 21.875 top5 4.688 | Epoch: [25][420/553] Time 2.443 Data 0.001 Err 0.8031 top1 21.094 top5 6.250 | Epoch: [25][421/553] Time 2.485 Data 0.001 Err 0.8850 top1 25.000 top5 9.375 | Epoch: [25][422/553] Time 2.515 Data 0.001 Err 0.7925 top1 23.438 top5 5.469 | Epoch: [25][423/553] Time 2.444 Data 0.001 Err 0.6581 top1 17.188 top5 4.688 | Epoch: [25][424/553] Time 2.443 Data 0.001 Err 0.7633 top1 20.312 top5 7.031 | Epoch: [25][425/553] Time 2.452 Data 0.001 Err 0.6130 top1 17.188 top5 6.250 | Epoch: [25][426/553] Time 2.464 Data 0.001 Err 0.5685 top1 14.844 top5 3.906 | Epoch: [25][427/553] Time 2.442 Data 0.001 Err 0.8233 top1 23.438 top5 5.469 | Epoch: [25][428/553] Time 2.451 Data 0.001 Err 0.5952 top1 13.281 top5 4.688 | Epoch: [25][429/553] Time 2.463 Data 0.001 Err 0.6003 top1 14.844 top5 4.688 | Epoch: [25][430/553] Time 2.444 Data 0.001 Err 0.7556 top1 23.438 top5 4.688 | Epoch: [25][431/553] Time 2.450 Data 0.000 Err 0.5520 top1 12.500 top5 2.344 | Epoch: [25][432/553] Time 2.525 Data 0.001 Err 0.7743 top1 18.750 top5 6.250 | Epoch: [25][433/553] Time 2.444 Data 0.001 Err 0.6333 top1 17.969 top5 5.469 | Epoch: [25][434/553] Time 2.474 Data 0.001 Err 0.7561 top1 18.750 top5 5.469 | Epoch: [25][435/553] Time 2.442 Data 0.001 Err 0.8673 top1 21.875 top5 6.250 | Epoch: [25][436/553] Time 2.473 Data 0.001 Err 0.8593 top1 24.219 top5 4.688 | Epoch: [25][437/553] Time 2.436 Data 0.001 Err 0.7904 top1 21.875 top5 7.812 | Epoch: [25][438/553] Time 2.462 Data 0.001 Err 1.0517 top1 27.344 top5 10.938 | Epoch: [25][439/553] Time 2.435 Data 0.001 Err 0.6965 top1 17.969 top5 6.250 | Epoch: [25][440/553] Time 2.438 Data 0.001 Err 0.8236 top1 21.875 top5 7.812 | Epoch: [25][441/553] Time 2.518 Data 0.001 Err 0.6530 top1 19.531 top5 1.562 | Epoch: [25][442/553] Time 2.459 Data 0.001 Err 1.0858 top1 28.125 top5 10.938 | Epoch: [25][443/553] Time 2.442 Data 0.001 Err 0.8007 top1 21.094 top5 6.250 | Epoch: [25][444/553] Time 2.447 Data 0.001 Err 0.7053 top1 20.312 top5 5.469 | Epoch: [25][445/553] Time 2.467 Data 0.001 Err 0.7552 top1 22.656 top5 5.469 | Epoch: [25][446/553] Time 2.441 Data 0.001 Err 0.8907 top1 21.094 top5 10.156 | Epoch: [25][447/553] Time 2.476 Data 0.001 Err 0.6938 top1 17.188 top5 5.469 | Epoch: [25][448/553] Time 2.455 Data 0.001 Err 0.7880 top1 19.531 top5 7.812 | Epoch: [25][449/553] Time 2.485 Data 0.001 Err 0.9154 top1 24.219 top5 9.375 | Epoch: [25][450/553] Time 2.452 Data 0.000 Err 0.7247 top1 21.094 top5 3.906 | Epoch: [25][451/553] Time 2.460 Data 0.001 Err 0.7910 top1 23.438 top5 5.469 | Epoch: [25][452/553] Time 2.497 Data 0.001 Err 0.7228 top1 23.438 top5 6.250 | Epoch: [25][453/553] Time 2.478 Data 0.001 Err 0.9331 top1 22.656 top5 6.250 | Epoch: [25][454/553] Time 2.466 Data 0.001 Err 0.6819 top1 17.188 top5 5.469 | Epoch: [25][455/553] Time 2.441 Data 0.001 Err 1.1051 top1 30.469 top5 7.812 | Epoch: [25][456/553] Time 2.471 Data 0.001 Err 0.6069 top1 16.406 top5 4.688 | Epoch: [25][457/553] Time 2.512 Data 0.002 Err 0.8492 top1 25.781 top5 5.469 | Epoch: [25][458/553] Time 2.444 Data 0.000 Err 0.9623 top1 25.000 top5 7.812 | Epoch: [25][459/553] Time 2.494 Data 0.001 Err 0.6509 top1 21.094 top5 3.906 | Epoch: [25][460/553] Time 2.465 Data 0.000 Err 0.7480 top1 17.969 top5 7.812 | Epoch: [25][461/553] Time 2.474 Data 0.001 Err 0.6647 top1 18.750 top5 3.906 | Epoch: [25][462/553] Time 2.445 Data 0.001 Err 0.9447 top1 25.781 top5 5.469 | Epoch: [25][463/553] Time 2.446 Data 0.001 Err 0.6499 top1 16.406 top5 6.250 | Epoch: [25][464/553] Time 2.446 Data 0.001 Err 0.8240 top1 23.438 top5 8.594 | Epoch: [25][465/553] Time 2.480 Data 0.001 Err 0.8513 top1 21.094 top5 7.031 | Epoch: [25][466/553] Time 2.461 Data 0.001 Err 0.7520 top1 16.406 top5 5.469 | Epoch: [25][467/553] Time 2.448 Data 0.001 Err 0.8339 top1 23.438 top5 7.031 | Epoch: [25][468/553] Time 2.450 Data 0.001 Err 0.5825 top1 21.094 top5 1.562 | Epoch: [25][469/553] Time 2.478 Data 0.001 Err 0.6498 top1 14.844 top5 3.906 | Epoch: [25][470/553] Time 2.514 Data 0.001 Err 0.8611 top1 23.438 top5 7.031 | Epoch: [25][471/553] Time 2.483 Data 0.001 Err 0.6307 top1 18.750 top5 3.906 | Epoch: [25][472/553] Time 2.511 Data 0.001 Err 0.5913 top1 14.844 top5 4.688 | Epoch: [25][473/553] Time 2.505 Data 0.001 Err 0.8360 top1 21.875 top5 7.031 | Epoch: [25][474/553] Time 2.441 Data 0.001 Err 0.7486 top1 20.312 top5 4.688 | Epoch: [25][475/553] Time 2.437 Data 0.001 Err 0.6179 top1 16.406 top5 4.688 | Epoch: [25][476/553] Time 2.445 Data 0.002 Err 0.7122 top1 18.750 top5 4.688 | Epoch: [25][477/553] Time 2.467 Data 0.001 Err 0.6714 top1 16.406 top5 5.469 | Epoch: [25][478/553] Time 2.477 Data 0.001 Err 0.9511 top1 25.781 top5 14.062 | Epoch: [25][479/553] Time 2.485 Data 0.001 Err 1.0500 top1 26.562 top5 10.156 | Epoch: [25][480/553] Time 2.476 Data 0.001 Err 0.7649 top1 22.656 top5 4.688 | Epoch: [25][481/553] Time 2.442 Data 0.000 Err 0.6463 top1 15.625 top5 6.250 | Epoch: [25][482/553] Time 2.507 Data 0.001 Err 0.8546 top1 21.875 top5 8.594 | Epoch: [25][483/553] Time 2.440 Data 0.001 Err 0.7927 top1 22.656 top5 6.250 | Epoch: [25][484/553] Time 2.480 Data 0.001 Err 0.9050 top1 25.781 top5 7.031 | Epoch: [25][485/553] Time 2.437 Data 0.001 Err 0.7265 top1 19.531 top5 3.906 | Epoch: [25][486/553] Time 2.450 Data 0.001 Err 0.8378 top1 24.219 top5 8.594 | Epoch: [25][487/553] Time 2.428 Data 0.001 Err 0.8168 top1 21.875 top5 7.031 | Epoch: [25][488/553] Time 2.474 Data 0.001 Err 0.7817 top1 21.094 top5 7.812 | Epoch: [25][489/553] Time 2.446 Data 0.001 Err 0.7435 top1 21.875 top5 8.594 | Epoch: [25][490/553] Time 2.479 Data 0.001 Err 0.7950 top1 21.875 top5 7.031 | Epoch: [25][491/553] Time 2.452 Data 0.001 Err 0.7132 top1 21.094 top5 1.562 | Epoch: [25][492/553] Time 2.505 Data 0.001 Err 0.9704 top1 25.781 top5 9.375 | Epoch: [25][493/553] Time 2.471 Data 0.001 Err 0.8445 top1 28.125 top5 9.375 | Epoch: [25][494/553] Time 2.440 Data 0.001 Err 0.7274 top1 21.094 top5 4.688 | Epoch: [25][495/553] Time 2.443 Data 0.001 Err 0.7196 top1 20.312 top5 6.250 | Epoch: [25][496/553] Time 2.447 Data 0.001 Err 0.7633 top1 23.438 top5 6.250 | Epoch: [25][497/553] Time 2.510 Data 0.001 Err 0.6211 top1 20.312 top5 3.906 | Epoch: [25][498/553] Time 2.444 Data 0.001 Err 0.5998 top1 17.188 top5 2.344 | Epoch: [25][499/553] Time 2.449 Data 0.001 Err 0.7598 top1 21.094 top5 4.688 | Epoch: [25][500/553] Time 2.501 Data 0.001 Err 0.9228 top1 25.000 top5 10.156 | Epoch: [25][501/553] Time 2.445 Data 0.001 Err 0.6255 top1 16.406 top5 3.906 | Epoch: [25][502/553] Time 2.443 Data 0.001 Err 0.7007 top1 21.094 top5 3.125 | Epoch: [25][503/553] Time 2.438 Data 0.001 Err 1.0234 top1 23.438 top5 9.375 | Epoch: [25][504/553] Time 2.472 Data 0.001 Err 0.8460 top1 25.000 top5 7.031 | Epoch: [25][505/553] Time 2.473 Data 0.001 Err 0.8227 top1 24.219 top5 4.688 | Epoch: [25][506/553] Time 2.448 Data 0.001 Err 0.7632 top1 22.656 top5 4.688 | Epoch: [25][507/553] Time 2.462 Data 0.000 Err 0.8030 top1 24.219 top5 6.250 | Epoch: [25][508/553] Time 2.448 Data 0.000 Err 0.8231 top1 20.312 top5 6.250 | Epoch: [25][509/553] Time 2.475 Data 0.001 Err 0.8393 top1 23.438 top5 6.250 | Epoch: [25][510/553] Time 2.487 Data 0.001 Err 0.5911 top1 14.844 top5 4.688 | Epoch: [25][511/553] Time 2.448 Data 0.001 Err 0.7630 top1 21.875 top5 7.031 | Epoch: [25][512/553] Time 2.442 Data 0.001 Err 0.7677 top1 21.094 top5 5.469 | Epoch: [25][513/553] Time 2.472 Data 0.001 Err 0.8203 top1 25.781 top5 6.250 | Epoch: [25][514/553] Time 2.445 Data 0.002 Err 0.8307 top1 21.875 top5 7.812 | Epoch: [25][515/553] Time 2.478 Data 0.001 Err 0.6983 top1 23.438 top5 4.688 | Epoch: [25][516/553] Time 2.440 Data 0.001 Err 0.8884 top1 21.094 top5 9.375 | Epoch: [25][517/553] Time 2.480 Data 0.001 Err 0.7044 top1 17.188 top5 4.688 | Epoch: [25][518/553] Time 2.436 Data 0.001 Err 0.8926 top1 26.562 top5 9.375 | Epoch: [25][519/553] Time 2.443 Data 0.001 Err 0.8202 top1 21.875 top5 7.812 | Epoch: [25][520/553] Time 2.523 Data 0.001 Err 0.6803 top1 21.094 top5 5.469 | Epoch: [25][521/553] Time 2.471 Data 0.001 Err 0.9672 top1 28.906 top5 6.250 | Epoch: [25][522/553] Time 2.467 Data 0.001 Err 0.7824 top1 21.094 top5 6.250 | Epoch: [25][523/553] Time 2.451 Data 0.001 Err 0.7771 top1 20.312 top5 7.031 | Epoch: [25][524/553] Time 2.478 Data 0.001 Err 0.9265 top1 25.000 top5 7.031 | Epoch: [25][525/553] Time 2.511 Data 0.000 Err 0.9655 top1 27.344 top5 7.031 | Epoch: [25][526/553] Time 2.518 Data 0.001 Err 0.7335 top1 21.875 top5 5.469 | Epoch: [25][527/553] Time 2.457 Data 0.001 Err 0.8038 top1 23.438 top5 7.031 | Epoch: [25][528/553] Time 2.439 Data 0.001 Err 0.7755 top1 20.312 top5 5.469 | Epoch: [25][529/553] Time 2.481 Data 0.001 Err 0.6502 top1 16.406 top5 3.906 | Epoch: [25][530/553] Time 2.461 Data 0.001 Err 0.5227 top1 13.281 top5 3.906 | Epoch: [25][531/553] Time 2.447 Data 0.001 Err 0.9604 top1 23.438 top5 7.812 | Epoch: [25][532/553] Time 2.449 Data 0.001 Err 1.0115 top1 26.562 top5 10.156 | Epoch: [25][533/553] Time 2.522 Data 0.007 Err 0.6266 top1 17.969 top5 5.469 | Epoch: [25][534/553] Time 2.450 Data 0.000 Err 0.7086 top1 21.094 top5 3.906 | Epoch: [25][535/553] Time 2.452 Data 0.001 Err 0.6845 top1 17.969 top5 4.688 | Epoch: [25][536/553] Time 2.468 Data 0.001 Err 0.7863 top1 18.750 top5 7.031 | Epoch: [25][537/553] Time 2.459 Data 0.001 Err 0.6351 top1 19.531 top5 4.688 | Epoch: [25][538/553] Time 2.447 Data 0.001 Err 0.7928 top1 24.219 top5 8.594 | Epoch: [25][539/553] Time 2.538 Data 0.001 Err 0.7812 top1 21.875 top5 6.250 | Epoch: [25][540/553] Time 2.491 Data 0.001 Err 0.6508 top1 17.188 top5 2.344 | Epoch: [25][541/553] Time 2.508 Data 0.001 Err 0.7351 top1 17.969 top5 5.469 | Epoch: [25][542/553] Time 2.440 Data 0.001 Err 0.7954 top1 23.438 top5 5.469 | Epoch: [25][543/553] Time 2.442 Data 0.000 Err 0.6861 top1 20.312 top5 4.688 | Epoch: [25][544/553] Time 2.468 Data 0.000 Err 0.7558 top1 22.656 top5 5.469 | Epoch: [25][545/553] Time 2.490 Data 0.000 Err 0.6246 top1 16.406 top5 4.688 | Epoch: [25][546/553] Time 2.486 Data 0.000 Err 0.8854 top1 26.562 top5 7.031 | Epoch: [25][547/553] Time 2.440 Data 0.000 Err 0.8218 top1 21.094 top5 4.688 | Epoch: [25][548/553] Time 2.449 Data 0.000 Err 0.8093 top1 21.875 top5 5.469 | Epoch: [25][549/553] Time 2.437 Data 0.000 Err 0.4974 top1 14.844 top5 2.344 | Epoch: [25][550/553] Time 2.446 Data 0.000 Err 0.8982 top1 22.656 top5 9.375 | Epoch: [25][551/553] Time 2.438 Data 0.000 Err 0.7197 top1 21.094 top5 5.469 | Epoch: [25][552/553] Time 2.442 Data 0.000 Err 0.7585 top1 18.750 top5 8.594 | Epoch: [25][553/553] Time 1.027 Data 0.000 Err 1.3864 top1 36.364 top5 15.909 | Test: [25][1/198] Time 2.300 Data 1.578 top1 25.781 ( 25.781) top5 7.031 ( 7.031) | Test: [25][2/198] Time 0.724 Data 0.001 top1 28.906 ( 27.344) top5 5.469 ( 6.250) | Test: [25][3/198] Time 0.716 Data 0.000 top1 22.656 ( 25.781) top5 4.688 ( 5.729) | Test: [25][4/198] Time 0.722 Data 0.001 top1 26.562 ( 25.977) top5 3.906 ( 5.273) | Test: [25][5/198] Time 0.711 Data 0.001 top1 28.906 ( 26.562) top5 5.469 ( 5.312) | Test: [25][6/198] Time 0.743 Data 0.000 top1 21.875 ( 25.781) top5 2.344 ( 4.818) | Test: [25][7/198] Time 0.758 Data 0.001 top1 21.875 ( 25.223) top5 8.594 ( 5.357) | Test: [25][8/198] Time 0.745 Data 0.001 top1 26.562 ( 25.391) top5 6.250 ( 5.469) | Test: [25][9/198] Time 0.723 Data 0.001 top1 21.875 ( 25.000) top5 8.594 ( 5.816) | Test: [25][10/198] Time 0.729 Data 0.001 top1 25.000 ( 25.000) top5 10.156 ( 6.250) | Test: [25][11/198] Time 0.720 Data 0.001 top1 29.688 ( 25.426) top5 10.938 ( 6.676) | Test: [25][12/198] Time 0.717 Data 0.001 top1 25.000 ( 25.391) top5 7.812 ( 6.771) | Test: [25][13/198] Time 0.714 Data 0.001 top1 27.344 ( 25.541) top5 11.719 ( 7.151) | Test: [25][14/198] Time 0.718 Data 0.001 top1 21.094 ( 25.223) top5 3.906 ( 6.920) | Test: [25][15/198] Time 0.715 Data 0.001 top1 26.562 ( 25.312) top5 4.688 ( 6.771) | Test: [25][16/198] Time 0.726 Data 0.001 top1 23.438 ( 25.195) top5 7.031 ( 6.787) | Test: [25][17/198] Time 0.712 Data 0.001 top1 23.438 ( 25.092) top5 6.250 ( 6.756) | Test: [25][18/198] Time 0.726 Data 0.001 top1 28.125 ( 25.260) top5 6.250 ( 6.727) | Test: [25][19/198] Time 0.716 Data 0.000 top1 14.062 ( 24.671) top5 6.250 ( 6.702) | Test: [25][20/198] Time 0.725 Data 0.003 top1 23.438 ( 24.609) top5 9.375 ( 6.836) | Test: [25][21/198] Time 0.723 Data 0.001 top1 23.438 ( 24.554) top5 7.812 ( 6.882) | Test: [25][22/198] Time 0.725 Data 0.001 top1 29.688 ( 24.787) top5 12.500 ( 7.138) | Test: [25][23/198] Time 0.732 Data 0.001 top1 23.438 ( 24.728) top5 5.469 ( 7.065) | Test: [25][24/198] Time 0.720 Data 0.001 top1 22.656 ( 24.642) top5 4.688 ( 6.966) | Test: [25][25/198] Time 0.724 Data 0.001 top1 32.812 ( 24.969) top5 10.156 ( 7.094) | Test: [25][26/198] Time 0.725 Data 0.004 top1 22.656 ( 24.880) top5 7.812 ( 7.121) | Test: [25][27/198] Time 0.730 Data 0.001 top1 30.469 ( 25.087) top5 10.156 ( 7.234) | Test: [25][28/198] Time 0.733 Data 0.006 top1 20.312 ( 24.916) top5 7.812 ( 7.254) | Test: [25][29/198] Time 0.719 Data 0.001 top1 29.688 ( 25.081) top5 13.281 ( 7.462) | Test: [25][30/198] Time 0.721 Data 0.001 top1 25.000 ( 25.078) top5 7.812 ( 7.474) | Test: [25][31/198] Time 0.727 Data 0.001 top1 23.438 ( 25.025) top5 10.938 ( 7.586) | Test: [25][32/198] Time 0.722 Data 0.001 top1 24.219 ( 25.000) top5 6.250 ( 7.544) | Test: [25][33/198] Time 0.732 Data 0.001 top1 20.312 ( 24.858) top5 6.250 ( 7.505) | Test: [25][34/198] Time 0.723 Data 0.001 top1 22.656 ( 24.793) top5 6.250 ( 7.468) | Test: [25][35/198] Time 0.718 Data 0.001 top1 25.000 ( 24.799) top5 7.031 ( 7.455) | Test: [25][36/198] Time 0.711 Data 0.001 top1 25.000 ( 24.805) top5 6.250 ( 7.422) | Test: [25][37/198] Time 0.727 Data 0.001 top1 29.688 ( 24.937) top5 9.375 ( 7.475) | Test: [25][38/198] Time 0.737 Data 0.001 top1 20.312 ( 24.815) top5 7.812 ( 7.484) | Test: [25][39/198] Time 0.807 Data 0.001 top1 28.906 ( 24.920) top5 8.594 ( 7.512) | Test: [25][40/198] Time 0.730 Data 0.001 top1 25.781 ( 24.941) top5 5.469 ( 7.461) | Test: [25][41/198] Time 0.735 Data 0.001 top1 27.344 ( 25.000) top5 5.469 ( 7.412) | Test: [25][42/198] Time 0.748 Data 0.001 top1 18.750 ( 24.851) top5 7.031 ( 7.403) | Test: [25][43/198] Time 0.753 Data 0.001 top1 32.812 ( 25.036) top5 8.594 ( 7.431) | Test: [25][44/198] Time 0.722 Data 0.001 top1 21.875 ( 24.964) top5 3.906 ( 7.351) | Test: [25][45/198] Time 0.726 Data 0.001 top1 27.344 ( 25.017) top5 5.469 ( 7.309) | Test: [25][46/198] Time 0.718 Data 0.001 top1 28.906 ( 25.102) top5 8.594 ( 7.337) | Test: [25][47/198] Time 0.723 Data 0.001 top1 21.875 ( 25.033) top5 7.031 ( 7.330) | Test: [25][48/198] Time 0.724 Data 0.001 top1 26.562 ( 25.065) top5 7.031 ( 7.324) | Test: [25][49/198] Time 0.728 Data 0.001 top1 28.125 ( 25.128) top5 6.250 ( 7.302) | Test: [25][50/198] Time 0.732 Data 0.001 top1 26.562 ( 25.156) top5 6.250 ( 7.281) | Test: [25][51/198] Time 0.725 Data 0.002 top1 28.125 ( 25.214) top5 7.031 ( 7.276) | Test: [25][52/198] Time 0.735 Data 0.001 top1 27.344 ( 25.255) top5 7.812 ( 7.287) | Test: [25][53/198] Time 0.739 Data 0.001 top1 26.562 ( 25.280) top5 7.812 ( 7.297) | Test: [25][54/198] Time 0.727 Data 0.001 top1 22.656 ( 25.231) top5 7.031 ( 7.292) | Test: [25][55/198] Time 0.730 Data 0.001 top1 27.344 ( 25.270) top5 6.250 ( 7.273) | Test: [25][56/198] Time 0.716 Data 0.001 top1 22.656 ( 25.223) top5 7.812 ( 7.282) | Test: [25][57/198] Time 0.716 Data 0.001 top1 27.344 ( 25.260) top5 8.594 ( 7.305) | Test: [25][58/198] Time 0.718 Data 0.001 top1 32.812 ( 25.391) top5 7.812 ( 7.314) | Test: [25][59/198] Time 0.717 Data 0.001 top1 21.875 ( 25.331) top5 5.469 ( 7.283) | Test: [25][60/198] Time 0.717 Data 0.001 top1 32.812 ( 25.456) top5 7.031 ( 7.279) | Test: [25][61/198] Time 0.722 Data 0.001 top1 28.125 ( 25.499) top5 13.281 ( 7.377) | Test: [25][62/198] Time 0.727 Data 0.001 top1 25.781 ( 25.504) top5 3.906 ( 7.321) | Test: [25][63/198] Time 0.731 Data 0.001 top1 31.250 ( 25.595) top5 9.375 ( 7.354) | Test: [25][64/198] Time 0.725 Data 0.001 top1 25.781 ( 25.598) top5 7.031 ( 7.349) | Test: [25][65/198] Time 0.724 Data 0.001 top1 35.156 ( 25.745) top5 10.156 ( 7.392) | Test: [25][66/198] Time 0.727 Data 0.001 top1 24.219 ( 25.722) top5 7.031 ( 7.386) | Test: [25][67/198] Time 0.718 Data 0.001 top1 23.438 ( 25.688) top5 6.250 ( 7.369) | Test: [25][68/198] Time 0.718 Data 0.001 top1 21.094 ( 25.620) top5 4.688 ( 7.330) | Test: [25][69/198] Time 0.784 Data 0.001 top1 32.812 ( 25.725) top5 8.594 ( 7.348) | Test: [25][70/198] Time 0.719 Data 0.001 top1 21.094 ( 25.658) top5 4.688 ( 7.310) | Test: [25][71/198] Time 0.725 Data 0.001 top1 24.219 ( 25.638) top5 8.594 ( 7.328) | Test: [25][72/198] Time 0.722 Data 0.001 top1 22.656 ( 25.597) top5 7.031 ( 7.324) | Test: [25][73/198] Time 0.726 Data 0.001 top1 30.469 ( 25.664) top5 7.031 ( 7.320) | Test: [25][74/198] Time 0.715 Data 0.001 top1 16.406 ( 25.538) top5 7.812 ( 7.327) | Test: [25][75/198] Time 0.720 Data 0.001 top1 23.438 ( 25.510) top5 6.250 ( 7.312) | Test: [25][76/198] Time 0.737 Data 0.001 top1 36.719 ( 25.658) top5 9.375 ( 7.340) | Test: [25][77/198] Time 0.726 Data 0.002 top1 27.344 ( 25.680) top5 0.781 ( 7.254) | Test: [25][78/198] Time 0.719 Data 0.001 top1 27.344 ( 25.701) top5 7.031 ( 7.252) | Test: [25][79/198] Time 0.732 Data 0.001 top1 25.000 ( 25.692) top5 8.594 ( 7.269) | Test: [25][80/198] Time 0.732 Data 0.001 top1 25.781 ( 25.693) top5 7.812 ( 7.275) | Test: [25][81/198] Time 0.740 Data 0.001 top1 29.688 ( 25.743) top5 3.906 ( 7.234) | Test: [25][82/198] Time 0.730 Data 0.001 top1 21.875 ( 25.696) top5 3.125 ( 7.184) | Test: [25][83/198] Time 0.730 Data 0.001 top1 27.344 ( 25.715) top5 7.812 ( 7.191) | Test: [25][84/198] Time 0.769 Data 0.001 top1 25.781 ( 25.716) top5 7.812 ( 7.199) | Test: [25][85/198] Time 0.718 Data 0.001 top1 25.781 ( 25.717) top5 7.031 ( 7.197) | Test: [25][86/198] Time 0.711 Data 0.001 top1 23.438 ( 25.690) top5 4.688 ( 7.168) | Test: [25][87/198] Time 0.736 Data 0.001 top1 17.188 ( 25.593) top5 3.906 ( 7.130) | Test: [25][88/198] Time 0.727 Data 0.001 top1 29.688 ( 25.639) top5 8.594 ( 7.147) | Test: [25][89/198] Time 0.726 Data 0.001 top1 31.250 ( 25.702) top5 10.938 ( 7.189) | Test: [25][90/198] Time 0.714 Data 0.001 top1 28.906 ( 25.738) top5 10.938 ( 7.231) | Test: [25][91/198] Time 0.717 Data 0.001 top1 23.438 ( 25.713) top5 7.812 ( 7.237) | Test: [25][92/198] Time 0.725 Data 0.001 top1 26.562 ( 25.722) top5 7.031 ( 7.235) | Test: [25][93/198] Time 0.718 Data 0.001 top1 28.906 ( 25.756) top5 9.375 ( 7.258) | Test: [25][94/198] Time 0.743 Data 0.001 top1 29.688 ( 25.798) top5 10.156 ( 7.289) | Test: [25][95/198] Time 0.725 Data 0.001 top1 19.531 ( 25.732) top5 7.812 ( 7.294) | Test: [25][96/198] Time 0.747 Data 0.001 top1 21.094 ( 25.684) top5 4.688 ( 7.267) | Test: [25][97/198] Time 0.715 Data 0.001 top1 20.312 ( 25.628) top5 4.688 ( 7.241) | Test: [25][98/198] Time 0.724 Data 0.001 top1 28.125 ( 25.654) top5 11.719 ( 7.286) | Test: [25][99/198] Time 0.721 Data 0.001 top1 22.656 ( 25.623) top5 8.594 ( 7.300) | Test: [25][100/198] Time 0.724 Data 0.001 top1 27.344 ( 25.641) top5 7.812 ( 7.305) | Test: [25][101/198] Time 0.722 Data 0.001 top1 29.688 ( 25.681) top5 8.594 ( 7.317) | Test: [25][102/198] Time 0.731 Data 0.001 top1 25.000 ( 25.674) top5 7.812 ( 7.322) | Test: [25][103/198] Time 0.738 Data 0.001 top1 23.438 ( 25.652) top5 4.688 ( 7.297) | Test: [25][104/198] Time 0.748 Data 0.001 top1 21.094 ( 25.608) top5 7.031 ( 7.294) | Test: [25][105/198] Time 0.764 Data 0.001 top1 25.000 ( 25.603) top5 6.250 ( 7.284) | Test: [25][106/198] Time 0.724 Data 0.001 top1 28.906 ( 25.634) top5 10.156 ( 7.311) | Test: [25][107/198] Time 0.716 Data 0.001 top1 19.531 ( 25.577) top5 4.688 ( 7.287) | Test: [25][108/198] Time 0.723 Data 0.001 top1 32.812 ( 25.644) top5 5.469 ( 7.270) | Test: [25][109/198] Time 0.722 Data 0.001 top1 31.250 ( 25.695) top5 14.062 ( 7.332) | Test: [25][110/198] Time 0.726 Data 0.001 top1 22.656 ( 25.668) top5 7.812 ( 7.337) | Test: [25][111/198] Time 0.725 Data 0.003 top1 26.562 ( 25.676) top5 10.156 ( 7.362) | Test: [25][112/198] Time 0.812 Data 0.001 top1 28.125 ( 25.698) top5 7.812 ( 7.366) | Test: [25][113/198] Time 0.791 Data 0.001 top1 25.781 ( 25.698) top5 6.250 ( 7.356) | Test: [25][114/198] Time 0.756 Data 0.001 top1 27.344 ( 25.713) top5 4.688 ( 7.333) | Test: [25][115/198] Time 0.813 Data 0.001 top1 30.469 ( 25.754) top5 12.500 ( 7.378) | Test: [25][116/198] Time 0.761 Data 0.001 top1 25.000 ( 25.748) top5 4.688 ( 7.355) | Test: [25][117/198] Time 0.766 Data 0.001 top1 21.094 ( 25.708) top5 4.688 ( 7.332) | Test: [25][118/198] Time 0.755 Data 0.001 top1 28.906 ( 25.735) top5 8.594 ( 7.342) | Test: [25][119/198] Time 0.721 Data 0.001 top1 26.562 ( 25.742) top5 4.688 ( 7.320) | Test: [25][120/198] Time 0.716 Data 0.001 top1 28.125 ( 25.762) top5 6.250 ( 7.311) | Test: [25][121/198] Time 0.734 Data 0.001 top1 29.688 ( 25.794) top5 7.031 ( 7.309) | Test: [25][122/198] Time 0.723 Data 0.001 top1 25.781 ( 25.794) top5 7.031 ( 7.307) | Test: [25][123/198] Time 0.721 Data 0.001 top1 28.906 ( 25.819) top5 8.594 ( 7.317) | Test: [25][124/198] Time 0.731 Data 0.001 top1 28.125 ( 25.838) top5 4.688 ( 7.296) | Test: [25][125/198] Time 0.726 Data 0.002 top1 27.344 ( 25.850) top5 2.344 ( 7.256) | Test: [25][126/198] Time 0.741 Data 0.001 top1 26.562 ( 25.856) top5 4.688 ( 7.236) | Test: [25][127/198] Time 0.731 Data 0.000 top1 25.781 ( 25.855) top5 8.594 ( 7.247) | Test: [25][128/198] Time 0.720 Data 0.001 top1 25.781 ( 25.854) top5 6.250 ( 7.239) | Test: [25][129/198] Time 0.717 Data 0.001 top1 28.125 ( 25.872) top5 3.125 ( 7.207) | Test: [25][130/198] Time 0.726 Data 0.001 top1 23.438 ( 25.853) top5 7.812 ( 7.212) | Test: [25][131/198] Time 0.725 Data 0.001 top1 21.875 ( 25.823) top5 3.906 ( 7.186) | Test: [25][132/198] Time 0.791 Data 0.001 top1 24.219 ( 25.811) top5 6.250 ( 7.179) | Test: [25][133/198] Time 0.725 Data 0.001 top1 28.906 ( 25.834) top5 7.031 ( 7.178) | Test: [25][134/198] Time 0.728 Data 0.001 top1 22.656 ( 25.810) top5 4.688 ( 7.160) | Test: [25][135/198] Time 0.781 Data 0.001 top1 23.438 ( 25.793) top5 10.156 ( 7.182) | Test: [25][136/198] Time 0.758 Data 0.000 top1 28.906 ( 25.816) top5 10.156 ( 7.204) | Test: [25][137/198] Time 0.723 Data 0.002 top1 27.344 ( 25.827) top5 7.031 ( 7.202) | Test: [25][138/198] Time 0.731 Data 0.002 top1 24.219 ( 25.815) top5 3.125 ( 7.173) | Test: [25][139/198] Time 0.726 Data 0.001 top1 26.562 ( 25.821) top5 7.031 ( 7.172) | Test: [25][140/198] Time 0.733 Data 0.001 top1 26.562 ( 25.826) top5 3.906 ( 7.148) | Test: [25][141/198] Time 0.792 Data 0.001 top1 29.688 ( 25.853) top5 7.031 ( 7.148) | Test: [25][142/198] Time 0.774 Data 0.001 top1 19.531 ( 25.809) top5 4.688 ( 7.130) | Test: [25][143/198] Time 0.742 Data 0.001 top1 22.656 ( 25.787) top5 5.469 ( 7.119) | Test: [25][144/198] Time 0.729 Data 0.001 top1 24.219 ( 25.776) top5 5.469 ( 7.107) | Test: [25][145/198] Time 0.761 Data 0.001 top1 25.000 ( 25.770) top5 6.250 ( 7.101) | Test: [25][146/198] Time 0.730 Data 0.001 top1 21.094 ( 25.738) top5 6.250 ( 7.095) | Test: [25][147/198] Time 0.717 Data 0.001 top1 26.562 ( 25.744) top5 9.375 ( 7.111) | Test: [25][148/198] Time 0.720 Data 0.001 top1 22.656 ( 25.723) top5 5.469 ( 7.100) | Test: [25][149/198] Time 0.720 Data 0.001 top1 23.438 ( 25.708) top5 4.688 ( 7.084) | Test: [25][150/198] Time 0.711 Data 0.001 top1 24.219 ( 25.698) top5 4.688 ( 7.068) | Test: [25][151/198] Time 0.719 Data 0.001 top1 31.250 ( 25.735) top5 8.594 ( 7.078) | Test: [25][152/198] Time 0.718 Data 0.001 top1 28.906 ( 25.756) top5 10.938 ( 7.103) | Test: [25][153/198] Time 0.717 Data 0.001 top1 35.938 ( 25.822) top5 10.156 ( 7.123) | Test: [25][154/198] Time 0.720 Data 0.001 top1 25.000 ( 25.817) top5 6.250 ( 7.117) | Test: [25][155/198] Time 0.715 Data 0.001 top1 34.375 ( 25.872) top5 9.375 ( 7.132) | Test: [25][156/198] Time 0.727 Data 0.001 top1 26.562 ( 25.876) top5 7.812 ( 7.136) | Test: [25][157/198] Time 0.721 Data 0.001 top1 23.438 ( 25.861) top5 7.812 ( 7.141) | Test: [25][158/198] Time 0.728 Data 0.001 top1 25.781 ( 25.860) top5 7.812 ( 7.145) | Test: [25][159/198] Time 0.724 Data 0.001 top1 23.438 ( 25.845) top5 7.812 ( 7.149) | Test: [25][160/198] Time 0.722 Data 0.001 top1 24.219 ( 25.835) top5 5.469 ( 7.139) | Test: [25][161/198] Time 0.729 Data 0.001 top1 29.688 ( 25.859) top5 4.688 ( 7.123) | Test: [25][162/198] Time 0.783 Data 0.001 top1 29.688 ( 25.883) top5 6.250 ( 7.118) | Test: [25][163/198] Time 0.790 Data 0.001 top1 25.781 ( 25.882) top5 5.469 ( 7.108) | Test: [25][164/198] Time 0.743 Data 0.001 top1 29.688 ( 25.905) top5 8.594 ( 7.117) | Test: [25][165/198] Time 0.724 Data 0.001 top1 21.875 ( 25.881) top5 4.688 ( 7.102) | Test: [25][166/198] Time 0.723 Data 0.001 top1 27.344 ( 25.889) top5 6.250 ( 7.097) | Test: [25][167/198] Time 0.718 Data 0.001 top1 28.906 ( 25.908) top5 8.594 ( 7.106) | Test: [25][168/198] Time 0.728 Data 0.001 top1 23.438 ( 25.893) top5 5.469 ( 7.096) | Test: [25][169/198] Time 0.733 Data 0.001 top1 25.000 ( 25.888) top5 7.031 ( 7.096) | Test: [25][170/198] Time 0.738 Data 0.001 top1 27.344 ( 25.896) top5 8.594 ( 7.105) | Test: [25][171/198] Time 0.814 Data 0.001 top1 25.000 ( 25.891) top5 7.031 ( 7.104) | Test: [25][172/198] Time 0.747 Data 0.006 top1 20.312 ( 25.858) top5 6.250 ( 7.099) | Test: [25][173/198] Time 0.721 Data 0.001 top1 23.438 ( 25.844) top5 6.250 ( 7.094) | Test: [25][174/198] Time 0.726 Data 0.001 top1 29.688 ( 25.867) top5 8.594 ( 7.103) | Test: [25][175/198] Time 0.722 Data 0.001 top1 28.125 ( 25.879) top5 6.250 ( 7.098) | Test: [25][176/198] Time 0.720 Data 0.001 top1 27.344 ( 25.888) top5 9.375 ( 7.111) | Test: [25][177/198] Time 0.715 Data 0.001 top1 21.094 ( 25.861) top5 7.031 ( 7.111) | Test: [25][178/198] Time 0.727 Data 0.001 top1 20.312 ( 25.830) top5 4.688 ( 7.097) | Test: [25][179/198] Time 0.722 Data 0.002 top1 23.438 ( 25.816) top5 6.250 ( 7.092) | Test: [25][180/198] Time 0.718 Data 0.001 top1 25.781 ( 25.816) top5 3.125 ( 7.070) | Test: [25][181/198] Time 0.722 Data 0.001 top1 27.344 ( 25.824) top5 9.375 ( 7.083) | Test: [25][182/198] Time 0.720 Data 0.001 top1 24.219 ( 25.816) top5 6.250 ( 7.078) | Test: [25][183/198] Time 0.721 Data 0.001 top1 29.688 ( 25.837) top5 7.812 ( 7.082) | Test: [25][184/198] Time 0.711 Data 0.001 top1 30.469 ( 25.862) top5 7.031 ( 7.082) | Test: [25][185/198] Time 0.726 Data 0.001 top1 19.531 ( 25.828) top5 6.250 ( 7.078) | Test: [25][186/198] Time 0.725 Data 0.002 top1 23.438 ( 25.815) top5 6.250 ( 7.073) | Test: [25][187/198] Time 0.727 Data 0.001 top1 25.781 ( 25.815) top5 7.031 ( 7.073) | Test: [25][188/198] Time 0.726 Data 0.000 top1 21.094 ( 25.790) top5 5.469 ( 7.064) | Test: [25][189/198] Time 0.731 Data 0.000 top1 30.469 ( 25.814) top5 11.719 ( 7.089) | Test: [25][190/198] Time 0.745 Data 0.001 top1 25.000 ( 25.810) top5 7.031 ( 7.089) | Test: [25][191/198] Time 0.764 Data 0.000 top1 24.219 ( 25.802) top5 8.594 ( 7.097) | Test: [25][192/198] Time 0.729 Data 0.000 top1 17.188 ( 25.757) top5 2.344 ( 7.072) | Test: [25][193/198] Time 0.725 Data 0.000 top1 22.656 ( 25.741) top5 10.156 ( 7.088) | Test: [25][194/198] Time 0.724 Data 0.000 top1 25.000 ( 25.737) top5 10.156 ( 7.104) | Test: [25][195/198] Time 0.715 Data 0.000 top1 20.312 ( 25.709) top5 7.031 ( 7.103) | Test: [25][196/198] Time 0.266 Data 0.000 top1 41.176 ( 25.788) top5 14.706 ( 7.142) | Test: [25][197/198] Time 0.725 Data 0.001 top1 26.562 ( 25.792) top5 7.031 ( 7.142) | Test: [25][198/198] Time 0.727 Data 0.000 top1 22.656 ( 25.776) top5 3.906 ( 7.125) * Finished epoch # 25 top1: 25.776 top5: 7.125 Epoch 26 => Training epoch # 26 | Epoch: [26][1/553] Time 5.044 Data 2.535 Err 0.4689 top1 12.500 top5 3.125 | Epoch: [26][2/553] Time 2.461 Data 0.002 Err 0.5834 top1 17.188 top5 3.125 | Epoch: [26][3/553] Time 2.434 Data 0.001 Err 0.5743 top1 17.188 top5 4.688 | Epoch: [26][4/553] Time 2.431 Data 0.001 Err 0.7445 top1 19.531 top5 7.031 | Epoch: [26][5/553] Time 2.460 Data 0.000 Err 0.8169 top1 23.438 top5 9.375 | Epoch: [26][6/553] Time 2.458 Data 0.001 Err 0.6285 top1 21.094 top5 3.125 | Epoch: [26][7/553] Time 2.433 Data 0.001 Err 0.6617 top1 19.531 top5 3.125 | Epoch: [26][8/553] Time 2.436 Data 0.001 Err 0.5353 top1 13.281 top5 3.906 | Epoch: [26][9/553] Time 2.469 Data 0.001 Err 0.6344 top1 18.750 top5 3.906 | Epoch: [26][10/553] Time 2.432 Data 0.001 Err 0.5812 top1 14.844 top5 3.125 | Epoch: [26][11/553] Time 2.479 Data 0.001 Err 0.5275 top1 15.625 top5 4.688 | Epoch: [26][12/553] Time 2.525 Data 0.001 Err 0.6799 top1 20.312 top5 5.469 | Epoch: [26][13/553] Time 2.489 Data 0.001 Err 0.6166 top1 15.625 top5 6.250 | Epoch: [26][14/553] Time 2.473 Data 0.001 Err 0.9247 top1 27.344 top5 7.031 | Epoch: [26][15/553] Time 2.436 Data 0.001 Err 0.6385 top1 17.969 top5 3.906 | Epoch: [26][16/553] Time 2.432 Data 0.001 Err 0.6724 top1 18.750 top5 5.469 | Epoch: [26][17/553] Time 2.465 Data 0.001 Err 0.8411 top1 20.312 top5 10.156 | Epoch: [26][18/553] Time 2.491 Data 0.001 Err 0.9867 top1 27.344 top5 9.375 | Epoch: [26][19/553] Time 2.436 Data 0.001 Err 0.7694 top1 21.094 top5 7.031 | Epoch: [26][20/553] Time 2.456 Data 0.001 Err 0.5819 top1 16.406 top5 2.344 | Epoch: [26][21/553] Time 2.442 Data 0.001 Err 0.8856 top1 22.656 top5 8.594 | Epoch: [26][22/553] Time 2.467 Data 0.001 Err 0.6291 top1 19.531 top5 3.125 | Epoch: [26][23/553] Time 2.434 Data 0.001 Err 0.4478 top1 12.500 top5 2.344 | Epoch: [26][24/553] Time 2.439 Data 0.000 Err 0.9282 top1 22.656 top5 6.250 | Epoch: [26][25/553] Time 2.446 Data 0.000 Err 0.7138 top1 19.531 top5 6.250 | Epoch: [26][26/553] Time 2.481 Data 0.001 Err 0.6082 top1 17.188 top5 2.344 | Epoch: [26][27/553] Time 2.446 Data 0.001 Err 0.5277 top1 17.969 top5 1.562 | Epoch: [26][28/553] Time 2.447 Data 0.001 Err 0.6522 top1 17.969 top5 5.469 | Epoch: [26][29/553] Time 2.444 Data 0.001 Err 0.5825 top1 17.188 top5 4.688 | Epoch: [26][30/553] Time 2.503 Data 0.001 Err 0.6516 top1 13.281 top5 4.688 | Epoch: [26][31/553] Time 2.433 Data 0.001 Err 1.1382 top1 28.906 top5 10.938 | Epoch: [26][32/553] Time 2.457 Data 0.001 Err 0.6535 top1 17.969 top5 6.250 | Epoch: [26][33/553] Time 2.451 Data 0.001 Err 0.9215 top1 21.875 top5 8.594 | Epoch: [26][34/553] Time 2.445 Data 0.001 Err 0.7241 top1 18.750 top5 4.688 | Epoch: [26][35/553] Time 2.442 Data 0.001 Err 0.6958 top1 17.188 top5 4.688 | Epoch: [26][36/553] Time 2.435 Data 0.001 Err 0.9807 top1 24.219 top5 10.938 | Epoch: [26][37/553] Time 2.444 Data 0.001 Err 0.6662 top1 17.188 top5 7.812 | Epoch: [26][38/553] Time 2.434 Data 0.001 Err 0.6346 top1 16.406 top5 4.688 | Epoch: [26][39/553] Time 2.449 Data 0.001 Err 0.4938 top1 10.156 top5 2.344 | Epoch: [26][40/553] Time 2.489 Data 0.001 Err 0.7234 top1 23.438 top5 3.125 | Epoch: [26][41/553] Time 2.456 Data 0.001 Err 0.8769 top1 21.875 top5 10.156 | Epoch: [26][42/553] Time 2.474 Data 0.001 Err 0.6042 top1 19.531 top5 5.469 | Epoch: [26][43/553] Time 2.461 Data 0.001 Err 0.4966 top1 12.500 top5 1.562 | Epoch: [26][44/553] Time 2.439 Data 0.001 Err 0.5866 top1 17.188 top5 2.344 | Epoch: [26][45/553] Time 2.474 Data 0.001 Err 0.7806 top1 22.656 top5 6.250 | Epoch: [26][46/553] Time 2.487 Data 0.001 Err 0.5424 top1 15.625 top5 1.562 | Epoch: [26][47/553] Time 2.449 Data 0.001 Err 0.6976 top1 18.750 top5 6.250 | Epoch: [26][48/553] Time 2.448 Data 0.001 Err 0.7266 top1 19.531 top5 6.250 | Epoch: [26][49/553] Time 2.436 Data 0.001 Err 0.8284 top1 23.438 top5 8.594 | Epoch: [26][50/553] Time 2.501 Data 0.001 Err 0.6604 top1 14.844 top5 3.906 | Epoch: [26][51/553] Time 2.492 Data 0.001 Err 0.7938 top1 20.312 top5 7.031 | Epoch: [26][52/553] Time 2.468 Data 0.001 Err 0.7968 top1 23.438 top5 6.250 | Epoch: [26][53/553] Time 2.486 Data 0.001 Err 0.7273 top1 20.312 top5 6.250 | Epoch: [26][54/553] Time 2.476 Data 0.001 Err 0.5416 top1 14.062 top5 3.906 | Epoch: [26][55/553] Time 2.484 Data 0.001 Err 0.7602 top1 21.094 top5 8.594 | Epoch: [26][56/553] Time 2.431 Data 0.001 Err 0.7112 top1 15.625 top5 7.031 | Epoch: [26][57/553] Time 2.511 Data 0.001 Err 1.0239 top1 27.344 top5 8.594 | Epoch: [26][58/553] Time 2.472 Data 0.001 Err 0.7753 top1 21.094 top5 8.594 | Epoch: [26][59/553] Time 2.448 Data 0.001 Err 0.7518 top1 20.312 top5 7.031 | Epoch: [26][60/553] Time 2.451 Data 0.001 Err 0.5681 top1 16.406 top5 3.906 | Epoch: [26][61/553] Time 2.476 Data 0.001 Err 0.7358 top1 21.094 top5 7.031 | Epoch: [26][62/553] Time 2.449 Data 0.001 Err 0.7646 top1 21.094 top5 6.250 | Epoch: [26][63/553] Time 2.465 Data 0.001 Err 0.7071 top1 23.438 top5 3.125 | Epoch: [26][64/553] Time 2.450 Data 0.001 Err 0.9744 top1 29.688 top5 9.375 | Epoch: [26][65/553] Time 2.444 Data 0.001 Err 0.6770 top1 20.312 top5 2.344 | Epoch: [26][66/553] Time 2.442 Data 0.001 Err 0.7169 top1 21.094 top5 5.469 | Epoch: [26][67/553] Time 2.441 Data 0.001 Err 0.8939 top1 25.000 top5 4.688 | Epoch: [26][68/553] Time 2.450 Data 0.001 Err 0.7399 top1 17.188 top5 7.031 | Epoch: [26][69/553] Time 2.447 Data 0.001 Err 0.5787 top1 13.281 top5 5.469 | Epoch: [26][70/553] Time 2.446 Data 0.001 Err 0.9221 top1 25.000 top5 7.812 | Epoch: [26][71/553] Time 2.440 Data 0.001 Err 1.0189 top1 28.906 top5 8.594 | Epoch: [26][72/553] Time 2.445 Data 0.001 Err 0.7922 top1 21.094 top5 7.812 | Epoch: [26][73/553] Time 2.456 Data 0.001 Err 1.1492 top1 28.906 top5 14.844 | Epoch: [26][74/553] Time 2.446 Data 0.001 Err 0.5312 top1 14.062 top5 5.469 | Epoch: [26][75/553] Time 2.441 Data 0.001 Err 0.6635 top1 19.531 top5 6.250 | Epoch: [26][76/553] Time 2.448 Data 0.001 Err 0.5097 top1 15.625 top5 4.688 | Epoch: [26][77/553] Time 2.441 Data 0.001 Err 0.7323 top1 19.531 top5 7.812 | Epoch: [26][78/553] Time 2.446 Data 0.004 Err 0.8228 top1 23.438 top5 7.812 | Epoch: [26][79/553] Time 2.438 Data 0.001 Err 0.6015 top1 17.188 top5 4.688 | Epoch: [26][80/553] Time 2.463 Data 0.001 Err 0.8846 top1 25.781 top5 8.594 | Epoch: [26][81/553] Time 2.466 Data 0.001 Err 0.6086 top1 17.969 top5 3.125 | Epoch: [26][82/553] Time 2.447 Data 0.001 Err 0.5757 top1 15.625 top5 3.125 | Epoch: [26][83/553] Time 2.448 Data 0.001 Err 0.6946 top1 17.969 top5 6.250 | Epoch: [26][84/553] Time 2.462 Data 0.001 Err 0.7403 top1 17.188 top5 7.031 | Epoch: [26][85/553] Time 2.456 Data 0.001 Err 0.7049 top1 21.094 top5 2.344 | Epoch: [26][86/553] Time 2.438 Data 0.001 Err 0.7135 top1 18.750 top5 4.688 | Epoch: [26][87/553] Time 2.450 Data 0.001 Err 0.6436 top1 17.188 top5 5.469 | Epoch: [26][88/553] Time 2.479 Data 0.001 Err 0.6487 top1 19.531 top5 4.688 | Epoch: [26][89/553] Time 2.475 Data 0.001 Err 0.6291 top1 17.188 top5 5.469 | Epoch: [26][90/553] Time 2.450 Data 0.001 Err 0.8030 top1 21.094 top5 9.375 | Epoch: [26][91/553] Time 2.461 Data 0.001 Err 0.6917 top1 16.406 top5 6.250 | Epoch: [26][92/553] Time 2.469 Data 0.001 Err 0.6321 top1 17.969 top5 3.906 | Epoch: [26][93/553] Time 2.469 Data 0.002 Err 0.5054 top1 10.938 top5 6.250 | Epoch: [26][94/553] Time 2.436 Data 0.001 Err 0.7644 top1 19.531 top5 6.250 | Epoch: [26][95/553] Time 2.497 Data 0.001 Err 0.7315 top1 21.094 top5 6.250 | Epoch: [26][96/553] Time 2.487 Data 0.001 Err 0.6814 top1 21.094 top5 7.812 | Epoch: [26][97/553] Time 2.472 Data 0.005 Err 0.7336 top1 22.656 top5 3.125 | Epoch: [26][98/553] Time 2.435 Data 0.001 Err 0.7015 top1 17.188 top5 5.469 | Epoch: [26][99/553] Time 2.443 Data 0.001 Err 0.7437 top1 18.750 top5 7.031 | Epoch: [26][100/553] Time 2.474 Data 0.001 Err 0.7267 top1 21.875 top5 6.250 | Epoch: [26][101/553] Time 2.443 Data 0.001 Err 0.6534 top1 20.312 top5 5.469 | Epoch: [26][102/553] Time 2.484 Data 0.000 Err 0.6547 top1 19.531 top5 3.125 | Epoch: [26][103/553] Time 2.458 Data 0.001 Err 0.6544 top1 18.750 top5 5.469 | Epoch: [26][104/553] Time 2.463 Data 0.001 Err 0.8248 top1 17.188 top5 8.594 | Epoch: [26][105/553] Time 2.445 Data 0.001 Err 0.6165 top1 16.406 top5 4.688 | Epoch: [26][106/553] Time 2.434 Data 0.001 Err 0.6892 top1 21.094 top5 4.688 | Epoch: [26][107/553] Time 2.463 Data 0.001 Err 0.8570 top1 27.344 top5 5.469 | Epoch: [26][108/553] Time 2.444 Data 0.001 Err 0.6216 top1 13.281 top5 4.688 | Epoch: [26][109/553] Time 2.510 Data 0.001 Err 0.6939 top1 19.531 top5 4.688 | Epoch: [26][110/553] Time 2.443 Data 0.000 Err 0.6459 top1 15.625 top5 5.469 | Epoch: [26][111/553] Time 2.495 Data 0.001 Err 0.7099 top1 21.094 top5 5.469 | Epoch: [26][112/553] Time 2.447 Data 0.001 Err 0.6571 top1 17.188 top5 3.906 | Epoch: [26][113/553] Time 2.462 Data 0.001 Err 0.7088 top1 21.094 top5 4.688 | Epoch: [26][114/553] Time 2.450 Data 0.001 Err 0.7251 top1 21.875 top5 4.688 | Epoch: [26][115/553] Time 2.442 Data 0.001 Err 0.8115 top1 18.750 top5 8.594 | Epoch: [26][116/553] Time 2.444 Data 0.002 Err 0.6759 top1 18.750 top5 3.906 | Epoch: [26][117/553] Time 2.470 Data 0.001 Err 0.8166 top1 24.219 top5 6.250 | Epoch: [26][118/553] Time 2.448 Data 0.001 Err 0.4018 top1 11.719 top5 0.781 | Epoch: [26][119/553] Time 2.438 Data 0.001 Err 0.4875 top1 14.062 top5 3.906 | Epoch: [26][120/553] Time 2.452 Data 0.001 Err 0.5215 top1 14.062 top5 3.125 | Epoch: [26][121/553] Time 2.483 Data 0.001 Err 1.0497 top1 28.125 top5 6.250 | Epoch: [26][122/553] Time 2.487 Data 0.001 Err 0.6484 top1 21.094 top5 3.125 | Epoch: [26][123/553] Time 2.435 Data 0.001 Err 0.6130 top1 16.406 top5 3.906 | Epoch: [26][124/553] Time 2.436 Data 0.001 Err 0.8862 top1 23.438 top5 9.375 | Epoch: [26][125/553] Time 2.461 Data 0.001 Err 0.6816 top1 21.094 top5 5.469 | Epoch: [26][126/553] Time 2.439 Data 0.001 Err 0.6163 top1 18.750 top5 2.344 | Epoch: [26][127/553] Time 2.443 Data 0.001 Err 0.7132 top1 16.406 top5 5.469 | Epoch: [26][128/553] Time 2.451 Data 0.001 Err 0.7965 top1 21.094 top5 5.469 | Epoch: [26][129/553] Time 2.452 Data 0.001 Err 0.9674 top1 25.781 top5 7.812 | Epoch: [26][130/553] Time 2.445 Data 0.001 Err 0.9978 top1 25.781 top5 7.031 | Epoch: [26][131/553] Time 2.469 Data 0.001 Err 0.7333 top1 25.781 top5 6.250 | Epoch: [26][132/553] Time 2.469 Data 0.001 Err 0.7668 top1 21.875 top5 4.688 | Epoch: [26][133/553] Time 2.453 Data 0.001 Err 0.5403 top1 13.281 top5 3.125 | Epoch: [26][134/553] Time 2.436 Data 0.001 Err 0.8661 top1 24.219 top5 7.812 | Epoch: [26][135/553] Time 2.441 Data 0.001 Err 0.8464 top1 22.656 top5 7.812 | Epoch: [26][136/553] Time 2.446 Data 0.001 Err 0.8357 top1 22.656 top5 6.250 | Epoch: [26][137/553] Time 2.456 Data 0.001 Err 0.6793 top1 19.531 top5 5.469 | Epoch: [26][138/553] Time 2.454 Data 0.001 Err 0.8496 top1 23.438 top5 6.250 | Epoch: [26][139/553] Time 2.444 Data 0.001 Err 0.6151 top1 15.625 top5 5.469 | Epoch: [26][140/553] Time 2.477 Data 0.001 Err 0.9439 top1 25.000 top5 9.375 | Epoch: [26][141/553] Time 2.438 Data 0.001 Err 0.6742 top1 20.312 top5 4.688 | Epoch: [26][142/553] Time 2.447 Data 0.001 Err 0.5744 top1 14.844 top5 3.125 | Epoch: [26][143/553] Time 2.474 Data 0.001 Err 0.7159 top1 16.406 top5 5.469 | Epoch: [26][144/553] Time 2.469 Data 0.001 Err 0.4915 top1 13.281 top5 1.562 | Epoch: [26][145/553] Time 2.444 Data 0.001 Err 0.7721 top1 21.875 top5 7.031 | Epoch: [26][146/553] Time 2.444 Data 0.001 Err 0.6837 top1 17.188 top5 5.469 | Epoch: [26][147/553] Time 2.442 Data 0.001 Err 0.5753 top1 18.750 top5 2.344 | Epoch: [26][148/553] Time 2.480 Data 0.001 Err 0.7429 top1 24.219 top5 7.031 | Epoch: [26][149/553] Time 2.468 Data 0.001 Err 0.6062 top1 18.750 top5 3.906 | Epoch: [26][150/553] Time 2.448 Data 0.001 Err 0.6916 top1 19.531 top5 4.688 | Epoch: [26][151/553] Time 2.434 Data 0.001 Err 0.8341 top1 19.531 top5 7.812 | Epoch: [26][152/553] Time 2.477 Data 0.001 Err 0.7262 top1 17.969 top5 5.469 | Epoch: [26][153/553] Time 2.435 Data 0.001 Err 0.6218 top1 14.844 top5 3.906 | Epoch: [26][154/553] Time 2.442 Data 0.002 Err 0.6453 top1 17.188 top5 3.906 | Epoch: [26][155/553] Time 2.495 Data 0.001 Err 0.8268 top1 24.219 top5 5.469 | Epoch: [26][156/553] Time 2.464 Data 0.001 Err 0.7000 top1 17.969 top5 4.688 | Epoch: [26][157/553] Time 2.443 Data 0.001 Err 0.6998 top1 17.969 top5 7.812 | Epoch: [26][158/553] Time 2.446 Data 0.001 Err 0.6821 top1 18.750 top5 7.031 | Epoch: [26][159/553] Time 2.445 Data 0.001 Err 0.8898 top1 22.656 top5 8.594 | Epoch: [26][160/553] Time 2.444 Data 0.001 Err 0.7373 top1 21.875 top5 5.469 | Epoch: [26][161/553] Time 2.445 Data 0.001 Err 0.6712 top1 19.531 top5 5.469 | Epoch: [26][162/553] Time 2.457 Data 0.001 Err 0.6137 top1 15.625 top5 3.906 | Epoch: [26][163/553] Time 2.449 Data 0.001 Err 0.5734 top1 14.062 top5 5.469 | Epoch: [26][164/553] Time 2.465 Data 0.001 Err 0.7634 top1 17.969 top5 7.031 | Epoch: [26][165/553] Time 2.473 Data 0.000 Err 0.6332 top1 18.750 top5 4.688 | Epoch: [26][166/553] Time 2.442 Data 0.001 Err 0.7665 top1 21.094 top5 8.594 | Epoch: [26][167/553] Time 2.446 Data 0.001 Err 0.5905 top1 18.750 top5 6.250 | Epoch: [26][168/553] Time 2.479 Data 0.001 Err 0.7822 top1 21.094 top5 6.250 | Epoch: [26][169/553] Time 2.474 Data 0.001 Err 0.6960 top1 21.094 top5 3.906 | Epoch: [26][170/553] Time 2.440 Data 0.001 Err 0.6005 top1 16.406 top5 0.781 | Epoch: [26][171/553] Time 2.442 Data 0.001 Err 0.7801 top1 19.531 top5 7.812 | Epoch: [26][172/553] Time 2.442 Data 0.001 Err 0.6485 top1 16.406 top5 3.125 | Epoch: [26][173/553] Time 2.450 Data 0.006 Err 0.6483 top1 13.281 top5 6.250 | Epoch: [26][174/553] Time 2.431 Data 0.000 Err 0.7197 top1 20.312 top5 6.250 | Epoch: [26][175/553] Time 2.441 Data 0.001 Err 0.7557 top1 20.312 top5 6.250 | Epoch: [26][176/553] Time 2.443 Data 0.000 Err 0.8403 top1 22.656 top5 10.156 | Epoch: [26][177/553] Time 2.463 Data 0.001 Err 0.5889 top1 19.531 top5 5.469 | Epoch: [26][178/553] Time 2.438 Data 0.000 Err 0.7044 top1 18.750 top5 5.469 | Epoch: [26][179/553] Time 2.445 Data 0.001 Err 0.6935 top1 17.969 top5 7.031 | Epoch: [26][180/553] Time 2.440 Data 0.001 Err 0.6089 top1 15.625 top5 2.344 | Epoch: [26][181/553] Time 2.441 Data 0.001 Err 0.5960 top1 15.625 top5 5.469 | Epoch: [26][182/553] Time 2.440 Data 0.001 Err 0.6690 top1 18.750 top5 3.906 | Epoch: [26][183/553] Time 2.446 Data 0.001 Err 0.6595 top1 15.625 top5 3.906 | Epoch: [26][184/553] Time 2.457 Data 0.001 Err 0.9403 top1 25.781 top5 7.812 | Epoch: [26][185/553] Time 2.468 Data 0.001 Err 0.5539 top1 14.062 top5 3.125 | Epoch: [26][186/553] Time 2.440 Data 0.001 Err 0.6405 top1 16.406 top5 3.906 | Epoch: [26][187/553] Time 2.496 Data 0.001 Err 0.7635 top1 18.750 top5 7.812 | Epoch: [26][188/553] Time 2.476 Data 0.001 Err 0.5632 top1 13.281 top5 3.906 | Epoch: [26][189/553] Time 2.510 Data 0.001 Err 0.6352 top1 17.969 top5 6.250 | Epoch: [26][190/553] Time 2.444 Data 0.001 Err 0.4933 top1 14.062 top5 2.344 | Epoch: [26][191/553] Time 2.439 Data 0.001 Err 0.6528 top1 18.750 top5 5.469 | Epoch: [26][192/553] Time 2.469 Data 0.002 Err 0.7022 top1 16.406 top5 6.250 | Epoch: [26][193/553] Time 2.465 Data 0.001 Err 0.5592 top1 17.188 top5 2.344 | Epoch: [26][194/553] Time 2.442 Data 0.000 Err 0.7016 top1 20.312 top5 4.688 | Epoch: [26][195/553] Time 2.450 Data 0.001 Err 0.6831 top1 17.188 top5 5.469 | Epoch: [26][196/553] Time 2.514 Data 0.001 Err 0.6553 top1 17.188 top5 4.688 | Epoch: [26][197/553] Time 2.456 Data 0.001 Err 0.5884 top1 14.844 top5 3.906 | Epoch: [26][198/553] Time 2.445 Data 0.001 Err 0.8493 top1 22.656 top5 7.031 | Epoch: [26][199/553] Time 2.439 Data 0.001 Err 0.9097 top1 26.562 top5 8.594 | Epoch: [26][200/553] Time 2.510 Data 0.001 Err 0.7656 top1 21.094 top5 7.031 | Epoch: [26][201/553] Time 2.514 Data 0.001 Err 0.7251 top1 17.969 top5 6.250 | Epoch: [26][202/553] Time 2.449 Data 0.001 Err 0.8149 top1 22.656 top5 7.812 | Epoch: [26][203/553] Time 2.450 Data 0.001 Err 0.7608 top1 22.656 top5 4.688 | Epoch: [26][204/553] Time 2.461 Data 0.001 Err 0.4541 top1 12.500 top5 1.562 | Epoch: [26][205/553] Time 2.513 Data 0.000 Err 0.6133 top1 15.625 top5 3.125 | Epoch: [26][206/553] Time 2.457 Data 0.001 Err 0.7742 top1 21.094 top5 6.250 | Epoch: [26][207/553] Time 2.446 Data 0.001 Err 0.7582 top1 20.312 top5 4.688 | Epoch: [26][208/553] Time 2.478 Data 0.001 Err 0.8167 top1 17.969 top5 9.375 | Epoch: [26][209/553] Time 2.435 Data 0.001 Err 0.8204 top1 22.656 top5 6.250 | Epoch: [26][210/553] Time 2.438 Data 0.001 Err 0.6469 top1 14.844 top5 5.469 | Epoch: [26][211/553] Time 2.477 Data 0.001 Err 0.5303 top1 16.406 top5 3.125 | Epoch: [26][212/553] Time 2.464 Data 0.001 Err 0.8330 top1 23.438 top5 5.469 | Epoch: [26][213/553] Time 2.443 Data 0.001 Err 0.6789 top1 15.625 top5 5.469 | Epoch: [26][214/553] Time 2.442 Data 0.000 Err 0.8113 top1 25.000 top5 6.250 | Epoch: [26][215/553] Time 2.490 Data 0.001 Err 0.8718 top1 20.312 top5 7.812 | Epoch: [26][216/553] Time 2.483 Data 0.001 Err 0.5280 top1 17.188 top5 3.906 | Epoch: [26][217/553] Time 2.506 Data 0.001 Err 0.7760 top1 20.312 top5 7.031 | Epoch: [26][218/553] Time 2.443 Data 0.001 Err 0.7678 top1 19.531 top5 6.250 | Epoch: [26][219/553] Time 2.441 Data 0.001 Err 0.7701 top1 25.000 top5 3.906 | Epoch: [26][220/553] Time 2.474 Data 0.001 Err 0.7131 top1 19.531 top5 5.469 | Epoch: [26][221/553] Time 2.537 Data 0.001 Err 0.5955 top1 11.719 top5 6.250 | Epoch: [26][222/553] Time 2.440 Data 0.001 Err 0.6544 top1 20.312 top5 4.688 | Epoch: [26][223/553] Time 2.449 Data 0.001 Err 0.4958 top1 13.281 top5 1.562 | Epoch: [26][224/553] Time 2.511 Data 0.000 Err 0.9473 top1 25.781 top5 5.469 | Epoch: [26][225/553] Time 2.513 Data 0.001 Err 0.6683 top1 17.969 top5 2.344 | Epoch: [26][226/553] Time 2.447 Data 0.001 Err 0.6450 top1 16.406 top5 4.688 | Epoch: [26][227/553] Time 2.432 Data 0.001 Err 0.7213 top1 25.000 top5 5.469 | Epoch: [26][228/553] Time 2.449 Data 0.001 Err 0.7659 top1 15.625 top5 7.812 | Epoch: [26][229/553] Time 2.437 Data 0.001 Err 0.7144 top1 21.094 top5 3.906 | Epoch: [26][230/553] Time 2.439 Data 0.001 Err 0.8296 top1 19.531 top5 10.938 | Epoch: [26][231/553] Time 2.439 Data 0.001 Err 0.7344 top1 19.531 top5 5.469 | Epoch: [26][232/553] Time 2.466 Data 0.001 Err 0.7125 top1 18.750 top5 7.812 | Epoch: [26][233/553] Time 2.442 Data 0.001 Err 0.8533 top1 21.094 top5 7.812 | Epoch: [26][234/553] Time 2.439 Data 0.001 Err 0.8025 top1 21.094 top5 6.250 | Epoch: [26][235/553] Time 2.440 Data 0.001 Err 0.6810 top1 20.312 top5 2.344 | Epoch: [26][236/553] Time 2.475 Data 0.001 Err 0.8673 top1 23.438 top5 7.031 | Epoch: [26][237/553] Time 2.459 Data 0.001 Err 0.5576 top1 17.188 top5 2.344 | Epoch: [26][238/553] Time 2.446 Data 0.001 Err 0.9195 top1 26.562 top5 9.375 | Epoch: [26][239/553] Time 2.434 Data 0.001 Err 0.7827 top1 22.656 top5 7.812 | Epoch: [26][240/553] Time 2.455 Data 0.001 Err 0.9872 top1 25.000 top5 8.594 | Epoch: [26][241/553] Time 2.475 Data 0.001 Err 0.6995 top1 21.094 top5 4.688 | Epoch: [26][242/553] Time 2.484 Data 0.001 Err 0.7844 top1 21.094 top5 8.594 | Epoch: [26][243/553] Time 2.449 Data 0.001 Err 0.8234 top1 24.219 top5 6.250 | Epoch: [26][244/553] Time 2.492 Data 0.001 Err 0.7329 top1 20.312 top5 6.250 | Epoch: [26][245/553] Time 2.448 Data 0.001 Err 0.8134 top1 25.000 top5 5.469 | Epoch: [26][246/553] Time 2.441 Data 0.001 Err 0.8388 top1 23.438 top5 7.031 | Epoch: [26][247/553] Time 2.445 Data 0.001 Err 0.7485 top1 17.969 top5 7.031 | Epoch: [26][248/553] Time 2.494 Data 0.001 Err 0.6631 top1 17.969 top5 5.469 | Epoch: [26][249/553] Time 2.508 Data 0.001 Err 0.6434 top1 16.406 top5 3.906 | Epoch: [26][250/553] Time 2.469 Data 0.001 Err 0.8230 top1 23.438 top5 5.469 | Epoch: [26][251/553] Time 2.452 Data 0.001 Err 0.4056 top1 10.156 top5 1.562 | Epoch: [26][252/553] Time 2.437 Data 0.001 Err 0.7707 top1 19.531 top5 7.812 | Epoch: [26][253/553] Time 2.445 Data 0.001 Err 0.6227 top1 16.406 top5 5.469 | Epoch: [26][254/553] Time 2.451 Data 0.001 Err 0.7350 top1 22.656 top5 3.125 | Epoch: [26][255/553] Time 2.483 Data 0.001 Err 0.5504 top1 13.281 top5 3.906 | Epoch: [26][256/553] Time 2.443 Data 0.001 Err 0.5785 top1 17.188 top5 1.562 | Epoch: [26][257/553] Time 2.462 Data 0.001 Err 0.6640 top1 14.844 top5 7.031 | Epoch: [26][258/553] Time 2.439 Data 0.001 Err 0.7687 top1 17.188 top5 4.688 | Epoch: [26][259/553] Time 2.439 Data 0.001 Err 0.7026 top1 17.188 top5 7.812 | Epoch: [26][260/553] Time 2.476 Data 0.001 Err 0.8547 top1 21.094 top5 8.594 | Epoch: [26][261/553] Time 2.437 Data 0.001 Err 0.5334 top1 15.625 top5 3.125 | Epoch: [26][262/553] Time 2.440 Data 0.001 Err 0.7248 top1 18.750 top5 6.250 | Epoch: [26][263/553] Time 2.447 Data 0.001 Err 0.7413 top1 19.531 top5 4.688 | Epoch: [26][264/553] Time 2.463 Data 0.001 Err 0.8528 top1 21.875 top5 8.594 | Epoch: [26][265/553] Time 2.457 Data 0.001 Err 0.6631 top1 17.969 top5 7.031 | Epoch: [26][266/553] Time 2.440 Data 0.001 Err 0.6545 top1 17.188 top5 3.906 | Epoch: [26][267/553] Time 2.443 Data 0.001 Err 0.7588 top1 24.219 top5 4.688 | Epoch: [26][268/553] Time 2.431 Data 0.004 Err 0.7715 top1 19.531 top5 8.594 | Epoch: [26][269/553] Time 2.440 Data 0.001 Err 0.9286 top1 27.344 top5 7.812 | Epoch: [26][270/553] Time 2.450 Data 0.001 Err 0.8898 top1 22.656 top5 4.688 | Epoch: [26][271/553] Time 2.479 Data 0.000 Err 1.0012 top1 23.438 top5 6.250 | Epoch: [26][272/553] Time 2.470 Data 0.001 Err 0.6698 top1 17.188 top5 7.812 | Epoch: [26][273/553] Time 2.482 Data 0.001 Err 0.6213 top1 17.188 top5 4.688 | Epoch: [26][274/553] Time 2.440 Data 0.001 Err 0.6276 top1 16.406 top5 4.688 | Epoch: [26][275/553] Time 2.444 Data 0.001 Err 0.6053 top1 17.188 top5 3.906 | Epoch: [26][276/553] Time 2.466 Data 0.001 Err 0.8469 top1 24.219 top5 10.938 | Epoch: [26][277/553] Time 2.463 Data 0.001 Err 0.7613 top1 20.312 top5 4.688 | Epoch: [26][278/553] Time 2.461 Data 0.001 Err 0.7181 top1 21.094 top5 7.031 | Epoch: [26][279/553] Time 2.439 Data 0.001 Err 0.7342 top1 21.875 top5 6.250 | Epoch: [26][280/553] Time 2.465 Data 0.001 Err 0.5565 top1 14.844 top5 3.906 | Epoch: [26][281/553] Time 2.448 Data 0.001 Err 0.7744 top1 25.781 top5 7.812 | Epoch: [26][282/553] Time 2.487 Data 0.001 Err 0.9391 top1 28.125 top5 3.906 | Epoch: [26][283/553] Time 2.443 Data 0.001 Err 0.6546 top1 17.969 top5 3.906 | Epoch: [26][284/553] Time 2.512 Data 0.001 Err 0.7583 top1 24.219 top5 4.688 | Epoch: [26][285/553] Time 2.455 Data 0.000 Err 0.5726 top1 17.188 top5 4.688 | Epoch: [26][286/553] Time 2.477 Data 0.001 Err 0.8125 top1 23.438 top5 8.594 | Epoch: [26][287/553] Time 2.439 Data 0.001 Err 0.7433 top1 20.312 top5 7.031 | Epoch: [26][288/553] Time 2.476 Data 0.000 Err 0.8189 top1 24.219 top5 9.375 | Epoch: [26][289/553] Time 2.470 Data 0.001 Err 0.8399 top1 24.219 top5 6.250 | Epoch: [26][290/553] Time 2.440 Data 0.001 Err 0.5934 top1 16.406 top5 3.125 | Epoch: [26][291/553] Time 2.452 Data 0.001 Err 0.6487 top1 19.531 top5 4.688 | Epoch: [26][292/553] Time 2.478 Data 0.001 Err 0.9354 top1 25.781 top5 7.812 | Epoch: [26][293/553] Time 2.469 Data 0.001 Err 0.4649 top1 14.062 top5 1.562 | Epoch: [26][294/553] Time 2.434 Data 0.000 Err 0.8218 top1 21.875 top5 9.375 | Epoch: [26][295/553] Time 2.447 Data 0.001 Err 0.7149 top1 21.094 top5 2.344 | Epoch: [26][296/553] Time 2.459 Data 0.001 Err 0.8262 top1 20.312 top5 8.594 | Epoch: [26][297/553] Time 2.449 Data 0.001 Err 0.7294 top1 17.188 top5 7.812 | Epoch: [26][298/553] Time 2.483 Data 0.001 Err 0.8430 top1 18.750 top5 8.594 | Epoch: [26][299/553] Time 2.448 Data 0.001 Err 0.7210 top1 17.969 top5 5.469 | Epoch: [26][300/553] Time 2.471 Data 0.001 Err 0.5530 top1 14.844 top5 3.125 | Epoch: [26][301/553] Time 2.433 Data 0.000 Err 0.6174 top1 14.844 top5 1.562 | Epoch: [26][302/553] Time 2.447 Data 0.001 Err 0.7159 top1 22.656 top5 5.469 | Epoch: [26][303/553] Time 2.477 Data 0.001 Err 0.6825 top1 16.406 top5 6.250 | Epoch: [26][304/553] Time 2.446 Data 0.001 Err 0.6245 top1 15.625 top5 6.250 | Epoch: [26][305/553] Time 2.466 Data 0.001 Err 0.5799 top1 16.406 top5 3.125 | Epoch: [26][306/553] Time 2.444 Data 0.001 Err 0.7177 top1 17.188 top5 4.688 | Epoch: [26][307/553] Time 2.476 Data 0.001 Err 0.9085 top1 20.312 top5 9.375 | Epoch: [26][308/553] Time 2.448 Data 0.001 Err 0.8279 top1 23.438 top5 5.469 | Epoch: [26][309/553] Time 2.451 Data 0.001 Err 0.7741 top1 19.531 top5 7.812 | Epoch: [26][310/553] Time 2.441 Data 0.001 Err 0.7985 top1 19.531 top5 6.250 | Epoch: [26][311/553] Time 2.458 Data 0.001 Err 0.7762 top1 21.094 top5 6.250 | Epoch: [26][312/553] Time 2.459 Data 0.001 Err 0.6724 top1 19.531 top5 4.688 | Epoch: [26][313/553] Time 2.446 Data 0.001 Err 0.6157 top1 16.406 top5 7.031 | Epoch: [26][314/553] Time 2.477 Data 0.001 Err 0.7095 top1 16.406 top5 7.812 | Epoch: [26][315/553] Time 2.436 Data 0.001 Err 0.9171 top1 21.875 top5 8.594 | Epoch: [26][316/553] Time 2.510 Data 0.001 Err 0.6461 top1 17.969 top5 4.688 | Epoch: [26][317/553] Time 2.449 Data 0.001 Err 0.7804 top1 22.656 top5 4.688 | Epoch: [26][318/553] Time 2.447 Data 0.000 Err 0.7794 top1 22.656 top5 7.031 | Epoch: [26][319/553] Time 2.450 Data 0.001 Err 0.4350 top1 10.938 top5 1.562 | Epoch: [26][320/553] Time 2.444 Data 0.001 Err 0.6242 top1 15.625 top5 5.469 | Epoch: [26][321/553] Time 2.479 Data 0.001 Err 0.4895 top1 13.281 top5 1.562 | Epoch: [26][322/553] Time 2.479 Data 0.000 Err 0.8316 top1 23.438 top5 7.812 | Epoch: [26][323/553] Time 2.440 Data 0.001 Err 0.6483 top1 20.312 top5 3.906 | Epoch: [26][324/553] Time 2.450 Data 0.001 Err 0.6710 top1 17.188 top5 4.688 | Epoch: [26][325/553] Time 2.450 Data 0.007 Err 0.9147 top1 25.000 top5 5.469 | Epoch: [26][326/553] Time 2.440 Data 0.001 Err 0.6455 top1 25.781 top5 3.125 | Epoch: [26][327/553] Time 2.476 Data 0.001 Err 0.9391 top1 25.000 top5 8.594 | Epoch: [26][328/553] Time 2.442 Data 0.001 Err 0.7940 top1 19.531 top5 5.469 | Epoch: [26][329/553] Time 2.450 Data 0.001 Err 0.6554 top1 17.969 top5 5.469 | Epoch: [26][330/553] Time 2.453 Data 0.001 Err 0.8424 top1 24.219 top5 7.031 | Epoch: [26][331/553] Time 2.439 Data 0.001 Err 0.7528 top1 21.094 top5 7.031 | Epoch: [26][332/553] Time 2.442 Data 0.001 Err 0.8346 top1 24.219 top5 7.812 | Epoch: [26][333/553] Time 2.467 Data 0.001 Err 0.8767 top1 18.750 top5 8.594 | Epoch: [26][334/553] Time 2.434 Data 0.001 Err 0.5975 top1 18.750 top5 3.125 | Epoch: [26][335/553] Time 2.451 Data 0.001 Err 0.8099 top1 24.219 top5 4.688 | Epoch: [26][336/553] Time 2.446 Data 0.001 Err 0.7712 top1 18.750 top5 6.250 | Epoch: [26][337/553] Time 2.486 Data 0.001 Err 0.6241 top1 17.969 top5 5.469 | Epoch: [26][338/553] Time 2.511 Data 0.000 Err 0.6767 top1 17.969 top5 6.250 | Epoch: [26][339/553] Time 2.483 Data 0.001 Err 0.6658 top1 20.312 top5 1.562 | Epoch: [26][340/553] Time 2.442 Data 0.001 Err 0.8516 top1 21.875 top5 6.250 | Epoch: [26][341/553] Time 2.439 Data 0.001 Err 0.7802 top1 26.562 top5 5.469 | Epoch: [26][342/553] Time 2.452 Data 0.001 Err 0.9648 top1 22.656 top5 12.500 | Epoch: [26][343/553] Time 2.437 Data 0.001 Err 0.7595 top1 20.312 top5 9.375 | Epoch: [26][344/553] Time 2.441 Data 0.002 Err 0.8980 top1 22.656 top5 10.156 | Epoch: [26][345/553] Time 2.472 Data 0.001 Err 0.6779 top1 20.312 top5 2.344 | Epoch: [26][346/553] Time 2.455 Data 0.001 Err 0.6806 top1 17.969 top5 4.688 | Epoch: [26][347/553] Time 2.440 Data 0.001 Err 0.6310 top1 15.625 top5 3.906 | Epoch: [26][348/553] Time 2.458 Data 0.001 Err 0.6728 top1 16.406 top5 7.812 | Epoch: [26][349/553] Time 2.450 Data 0.001 Err 0.9770 top1 22.656 top5 10.156 | Epoch: [26][350/553] Time 2.448 Data 0.001 Err 0.7048 top1 15.625 top5 3.125 | Epoch: [26][351/553] Time 2.440 Data 0.001 Err 0.6189 top1 18.750 top5 3.125 | Epoch: [26][352/553] Time 2.435 Data 0.001 Err 0.7376 top1 20.312 top5 7.031 | Epoch: [26][353/553] Time 2.443 Data 0.001 Err 0.6403 top1 21.875 top5 3.906 | Epoch: [26][354/553] Time 2.463 Data 0.001 Err 0.5926 top1 17.188 top5 3.906 | Epoch: [26][355/553] Time 2.441 Data 0.001 Err 0.7758 top1 21.094 top5 4.688 | Epoch: [26][356/553] Time 2.444 Data 0.001 Err 0.8700 top1 23.438 top5 5.469 | Epoch: [26][357/553] Time 2.445 Data 0.001 Err 0.7288 top1 17.969 top5 4.688 | Epoch: [26][358/553] Time 2.493 Data 0.001 Err 0.7783 top1 19.531 top5 4.688 | Epoch: [26][359/553] Time 2.448 Data 0.001 Err 0.8296 top1 22.656 top5 8.594 | Epoch: [26][360/553] Time 2.448 Data 0.001 Err 0.8750 top1 21.094 top5 6.250 | Epoch: [26][361/553] Time 2.460 Data 0.001 Err 0.7789 top1 20.312 top5 5.469 | Epoch: [26][362/553] Time 2.440 Data 0.001 Err 0.7749 top1 17.969 top5 7.812 | Epoch: [26][363/553] Time 2.445 Data 0.001 Err 0.7934 top1 21.094 top5 6.250 | Epoch: [26][364/553] Time 2.505 Data 0.001 Err 0.5299 top1 14.062 top5 3.125 | Epoch: [26][365/553] Time 2.446 Data 0.001 Err 0.8259 top1 21.875 top5 4.688 | Epoch: [26][366/553] Time 2.448 Data 0.001 Err 0.8302 top1 21.094 top5 7.031 | Epoch: [26][367/553] Time 2.448 Data 0.001 Err 0.7016 top1 20.312 top5 3.906 | Epoch: [26][368/553] Time 2.444 Data 0.001 Err 0.7981 top1 22.656 top5 6.250 | Epoch: [26][369/553] Time 2.466 Data 0.001 Err 0.8873 top1 25.000 top5 9.375 | Epoch: [26][370/553] Time 2.436 Data 0.001 Err 0.9620 top1 25.781 top5 10.156 | Epoch: [26][371/553] Time 2.435 Data 0.001 Err 0.7022 top1 17.188 top5 7.812 | Epoch: [26][372/553] Time 2.518 Data 0.001 Err 0.9370 top1 25.781 top5 8.594 | Epoch: [26][373/553] Time 2.441 Data 0.001 Err 0.4506 top1 9.375 top5 3.906 | Epoch: [26][374/553] Time 2.505 Data 0.001 Err 0.7075 top1 20.312 top5 5.469 | Epoch: [26][375/553] Time 2.456 Data 0.000 Err 0.8345 top1 25.000 top5 5.469 | Epoch: [26][376/553] Time 2.481 Data 0.001 Err 0.8702 top1 25.000 top5 8.594 | Epoch: [26][377/553] Time 2.450 Data 0.001 Err 0.8761 top1 21.094 top5 8.594 | Epoch: [26][378/553] Time 2.507 Data 0.000 Err 0.7980 top1 22.656 top5 7.812 | Epoch: [26][379/553] Time 2.441 Data 0.001 Err 0.5708 top1 19.531 top5 3.906 | Epoch: [26][380/553] Time 2.461 Data 0.001 Err 0.4095 top1 14.062 top5 0.781 | Epoch: [26][381/553] Time 2.447 Data 0.001 Err 0.7268 top1 18.750 top5 7.031 | Epoch: [26][382/553] Time 2.501 Data 0.001 Err 1.0875 top1 28.906 top5 9.375 | Epoch: [26][383/553] Time 2.440 Data 0.001 Err 0.7625 top1 21.875 top5 7.812 | Epoch: [26][384/553] Time 2.450 Data 0.001 Err 0.7693 top1 22.656 top5 5.469 | Epoch: [26][385/553] Time 2.487 Data 0.001 Err 0.7880 top1 25.000 top5 7.812 | Epoch: [26][386/553] Time 2.451 Data 0.001 Err 0.5524 top1 14.844 top5 3.125 | Epoch: [26][387/553] Time 2.452 Data 0.001 Err 0.8469 top1 20.312 top5 7.812 | Epoch: [26][388/553] Time 2.521 Data 0.001 Err 0.5096 top1 15.625 top5 3.906 | Epoch: [26][389/553] Time 2.439 Data 0.001 Err 0.8513 top1 24.219 top5 7.812 | Epoch: [26][390/553] Time 2.459 Data 0.001 Err 0.7437 top1 20.312 top5 7.812 | Epoch: [26][391/553] Time 2.442 Data 0.001 Err 0.5721 top1 15.625 top5 3.906 | Epoch: [26][392/553] Time 2.475 Data 0.001 Err 0.8375 top1 21.875 top5 5.469 | Epoch: [26][393/553] Time 2.448 Data 0.001 Err 0.9229 top1 27.344 top5 10.156 | Epoch: [26][394/553] Time 2.479 Data 0.001 Err 0.5836 top1 15.625 top5 3.906 | Epoch: [26][395/553] Time 2.440 Data 0.001 Err 0.7865 top1 21.094 top5 6.250 | Epoch: [26][396/553] Time 2.448 Data 0.001 Err 0.8888 top1 22.656 top5 6.250 | Epoch: [26][397/553] Time 2.447 Data 0.001 Err 0.7486 top1 22.656 top5 7.031 | Epoch: [26][398/553] Time 2.494 Data 0.001 Err 0.8018 top1 24.219 top5 4.688 | Epoch: [26][399/553] Time 2.488 Data 0.001 Err 0.5596 top1 13.281 top5 3.125 | Epoch: [26][400/553] Time 2.445 Data 0.001 Err 0.9108 top1 24.219 top5 12.500 | Epoch: [26][401/553] Time 2.448 Data 0.003 Err 0.7614 top1 21.094 top5 5.469 | Epoch: [26][402/553] Time 2.441 Data 0.001 Err 0.6790 top1 16.406 top5 6.250 | Epoch: [26][403/553] Time 2.482 Data 0.001 Err 0.5512 top1 14.062 top5 2.344 | Epoch: [26][404/553] Time 2.474 Data 0.001 Err 0.9162 top1 26.562 top5 9.375 | Epoch: [26][405/553] Time 2.438 Data 0.001 Err 0.5700 top1 17.188 top5 3.125 | Epoch: [26][406/553] Time 2.445 Data 0.001 Err 1.0214 top1 28.125 top5 8.594 | Epoch: [26][407/553] Time 2.445 Data 0.001 Err 0.9390 top1 24.219 top5 9.375 | Epoch: [26][408/553] Time 2.471 Data 0.001 Err 0.7599 top1 21.875 top5 4.688 | Epoch: [26][409/553] Time 2.505 Data 0.001 Err 0.9924 top1 25.000 top5 10.938 | Epoch: [26][410/553] Time 2.444 Data 0.001 Err 0.7257 top1 19.531 top5 7.031 | Epoch: [26][411/553] Time 2.440 Data 0.001 Err 0.8639 top1 26.562 top5 7.812 | Epoch: [26][412/553] Time 2.462 Data 0.001 Err 0.6250 top1 18.750 top5 7.031 | Epoch: [26][413/553] Time 2.450 Data 0.001 Err 0.7877 top1 26.562 top5 5.469 | Epoch: [26][414/553] Time 2.438 Data 0.001 Err 0.8308 top1 23.438 top5 6.250 | Epoch: [26][415/553] Time 2.455 Data 0.001 Err 0.6337 top1 17.969 top5 4.688 | Epoch: [26][416/553] Time 2.470 Data 0.001 Err 0.6451 top1 17.188 top5 5.469 | Epoch: [26][417/553] Time 2.451 Data 0.001 Err 0.8006 top1 25.000 top5 7.031 | Epoch: [26][418/553] Time 2.443 Data 0.001 Err 0.7859 top1 22.656 top5 5.469 | Epoch: [26][419/553] Time 2.435 Data 0.001 Err 0.4546 top1 10.938 top5 3.125 | Epoch: [26][420/553] Time 2.474 Data 0.003 Err 0.6493 top1 17.188 top5 4.688 | Epoch: [26][421/553] Time 2.444 Data 0.001 Err 0.7390 top1 21.875 top5 4.688 | Epoch: [26][422/553] Time 2.441 Data 0.001 Err 0.6784 top1 17.969 top5 6.250 | Epoch: [26][423/553] Time 2.460 Data 0.001 Err 0.7408 top1 19.531 top5 4.688 | Epoch: [26][424/553] Time 2.480 Data 0.001 Err 0.7420 top1 19.531 top5 6.250 | Epoch: [26][425/553] Time 2.440 Data 0.001 Err 0.8199 top1 20.312 top5 6.250 | Epoch: [26][426/553] Time 2.457 Data 0.001 Err 0.6948 top1 18.750 top5 4.688 | Epoch: [26][427/553] Time 2.447 Data 0.001 Err 0.7758 top1 19.531 top5 6.250 | Epoch: [26][428/553] Time 2.442 Data 0.001 Err 0.7354 top1 21.875 top5 7.031 | Epoch: [26][429/553] Time 2.446 Data 0.001 Err 0.5997 top1 21.875 top5 3.125 | Epoch: [26][430/553] Time 2.441 Data 0.001 Err 0.7363 top1 17.969 top5 7.812 | Epoch: [26][431/553] Time 2.445 Data 0.001 Err 0.6592 top1 18.750 top5 5.469 | Epoch: [26][432/553] Time 2.440 Data 0.001 Err 0.8064 top1 25.000 top5 7.812 | Epoch: [26][433/553] Time 2.436 Data 0.001 Err 0.7711 top1 23.438 top5 6.250 | Epoch: [26][434/553] Time 2.432 Data 0.001 Err 0.6101 top1 17.969 top5 3.906 | Epoch: [26][435/553] Time 2.449 Data 0.001 Err 0.7434 top1 19.531 top5 7.031 | Epoch: [26][436/553] Time 2.481 Data 0.001 Err 0.6502 top1 16.406 top5 3.125 | Epoch: [26][437/553] Time 2.483 Data 0.001 Err 0.6089 top1 15.625 top5 3.906 | Epoch: [26][438/553] Time 2.453 Data 0.001 Err 0.6752 top1 17.188 top5 7.031 | Epoch: [26][439/553] Time 2.465 Data 0.002 Err 1.0014 top1 25.781 top5 7.812 | Epoch: [26][440/553] Time 2.469 Data 0.001 Err 0.7210 top1 16.406 top5 5.469 | Epoch: [26][441/553] Time 2.430 Data 0.001 Err 0.7800 top1 21.875 top5 4.688 | Epoch: [26][442/553] Time 2.433 Data 0.000 Err 0.7904 top1 24.219 top5 7.812 | Epoch: [26][443/553] Time 2.485 Data 0.001 Err 1.1203 top1 25.781 top5 10.938 | Epoch: [26][444/553] Time 2.507 Data 0.001 Err 0.6386 top1 21.094 top5 2.344 | Epoch: [26][445/553] Time 2.451 Data 0.001 Err 0.5906 top1 15.625 top5 3.125 | Epoch: [26][446/553] Time 2.445 Data 0.001 Err 0.8953 top1 22.656 top5 7.031 | Epoch: [26][447/553] Time 2.476 Data 0.001 Err 0.7272 top1 17.969 top5 6.250 | Epoch: [26][448/553] Time 2.452 Data 0.001 Err 0.8970 top1 21.094 top5 7.812 | Epoch: [26][449/553] Time 2.462 Data 0.001 Err 0.8962 top1 23.438 top5 7.031 | Epoch: [26][450/553] Time 2.442 Data 0.001 Err 0.6829 top1 17.188 top5 5.469 | Epoch: [26][451/553] Time 2.450 Data 0.001 Err 0.5122 top1 18.750 top5 1.562 | Epoch: [26][452/553] Time 2.464 Data 0.001 Err 0.6996 top1 22.656 top5 3.125 | Epoch: [26][453/553] Time 2.465 Data 0.001 Err 0.7165 top1 17.969 top5 6.250 | Epoch: [26][454/553] Time 2.456 Data 0.001 Err 0.5462 top1 14.062 top5 2.344 | Epoch: [26][455/553] Time 2.435 Data 0.001 Err 0.7187 top1 17.188 top5 6.250 | Epoch: [26][456/553] Time 2.454 Data 0.001 Err 0.7053 top1 21.875 top5 4.688 | Epoch: [26][457/553] Time 2.460 Data 0.001 Err 0.6528 top1 15.625 top5 6.250 | Epoch: [26][458/553] Time 2.454 Data 0.005 Err 0.9669 top1 26.562 top5 10.156 | Epoch: [26][459/553] Time 2.442 Data 0.001 Err 0.8273 top1 21.875 top5 6.250 | Epoch: [26][460/553] Time 2.439 Data 0.001 Err 0.7408 top1 24.219 top5 6.250 | Epoch: [26][461/553] Time 2.452 Data 0.001 Err 0.6125 top1 17.188 top5 4.688 | Epoch: [26][462/553] Time 2.447 Data 0.001 Err 0.5819 top1 16.406 top5 4.688 | Epoch: [26][463/553] Time 2.456 Data 0.001 Err 0.6403 top1 15.625 top5 4.688 | Epoch: [26][464/553] Time 2.464 Data 0.001 Err 0.6550 top1 17.969 top5 5.469 | Epoch: [26][465/553] Time 2.469 Data 0.001 Err 0.8765 top1 20.312 top5 7.031 | Epoch: [26][466/553] Time 2.498 Data 0.001 Err 0.5736 top1 16.406 top5 3.125 | Epoch: [26][467/553] Time 2.444 Data 0.001 Err 0.6343 top1 17.188 top5 7.812 | Epoch: [26][468/553] Time 2.452 Data 0.001 Err 0.8248 top1 23.438 top5 7.031 | Epoch: [26][469/553] Time 2.512 Data 0.001 Err 1.0526 top1 29.688 top5 10.156 | Epoch: [26][470/553] Time 2.444 Data 0.001 Err 0.6782 top1 21.875 top5 3.906 | Epoch: [26][471/553] Time 2.451 Data 0.001 Err 0.8888 top1 21.094 top5 7.812 | Epoch: [26][472/553] Time 2.469 Data 0.001 Err 0.7068 top1 21.094 top5 7.031 | Epoch: [26][473/553] Time 2.465 Data 0.001 Err 0.7228 top1 17.969 top5 3.906 | Epoch: [26][474/553] Time 2.440 Data 0.001 Err 0.8164 top1 21.094 top5 5.469 | Epoch: [26][475/553] Time 2.486 Data 0.001 Err 0.8234 top1 21.094 top5 7.031 | Epoch: [26][476/553] Time 2.467 Data 0.001 Err 0.8407 top1 21.875 top5 6.250 | Epoch: [26][477/553] Time 2.464 Data 0.001 Err 0.9203 top1 21.094 top5 7.031 | Epoch: [26][478/553] Time 2.481 Data 0.001 Err 0.8298 top1 25.000 top5 8.594 | Epoch: [26][479/553] Time 2.516 Data 0.001 Err 0.6029 top1 14.844 top5 3.906 | Epoch: [26][480/553] Time 2.481 Data 0.001 Err 0.6157 top1 18.750 top5 3.125 | Epoch: [26][481/553] Time 2.456 Data 0.001 Err 0.5302 top1 16.406 top5 3.125 | Epoch: [26][482/553] Time 2.452 Data 0.001 Err 0.7084 top1 20.312 top5 4.688 | Epoch: [26][483/553] Time 2.462 Data 0.001 Err 0.6937 top1 19.531 top5 3.906 | Epoch: [26][484/553] Time 2.452 Data 0.001 Err 1.0151 top1 26.562 top5 6.250 | Epoch: [26][485/553] Time 2.502 Data 0.001 Err 0.6867 top1 20.312 top5 5.469 | Epoch: [26][486/553] Time 2.454 Data 0.001 Err 0.6802 top1 19.531 top5 5.469 | Epoch: [26][487/553] Time 2.485 Data 0.001 Err 0.9305 top1 23.438 top5 9.375 | Epoch: [26][488/553] Time 2.486 Data 0.001 Err 0.8819 top1 24.219 top5 7.031 | Epoch: [26][489/553] Time 2.434 Data 0.001 Err 0.6251 top1 18.750 top5 3.125 | Epoch: [26][490/553] Time 2.460 Data 0.001 Err 0.8036 top1 22.656 top5 7.031 | Epoch: [26][491/553] Time 2.472 Data 0.001 Err 0.6167 top1 17.188 top5 4.688 | Epoch: [26][492/553] Time 2.479 Data 0.001 Err 0.7375 top1 20.312 top5 4.688 | Epoch: [26][493/553] Time 2.462 Data 0.001 Err 0.5861 top1 16.406 top5 5.469 | Epoch: [26][494/553] Time 2.441 Data 0.001 Err 0.9033 top1 21.875 top5 8.594 | Epoch: [26][495/553] Time 2.480 Data 0.001 Err 0.9540 top1 20.312 top5 7.812 | Epoch: [26][496/553] Time 2.476 Data 0.001 Err 0.7400 top1 21.875 top5 7.031 | Epoch: [26][497/553] Time 2.458 Data 0.001 Err 0.8680 top1 21.094 top5 7.031 | Epoch: [26][498/553] Time 2.442 Data 0.001 Err 0.9144 top1 25.000 top5 8.594 | Epoch: [26][499/553] Time 2.468 Data 0.001 Err 0.9004 top1 21.094 top5 10.156 | Epoch: [26][500/553] Time 2.446 Data 0.001 Err 0.8170 top1 21.094 top5 7.812 | Epoch: [26][501/553] Time 2.453 Data 0.001 Err 0.9081 top1 23.438 top5 7.031 | Epoch: [26][502/553] Time 2.450 Data 0.001 Err 0.8079 top1 18.750 top5 8.594 | Epoch: [26][503/553] Time 2.464 Data 0.001 Err 0.7991 top1 24.219 top5 3.125 | Epoch: [26][504/553] Time 2.448 Data 0.001 Err 0.8973 top1 22.656 top5 8.594 | Epoch: [26][505/553] Time 2.438 Data 0.001 Err 0.9283 top1 28.125 top5 8.594 | Epoch: [26][506/553] Time 2.485 Data 0.001 Err 0.8002 top1 24.219 top5 7.031 | Epoch: [26][507/553] Time 2.466 Data 0.001 Err 0.5961 top1 17.188 top5 4.688 | Epoch: [26][508/553] Time 2.446 Data 0.000 Err 1.0340 top1 26.562 top5 7.031 | Epoch: [26][509/553] Time 2.461 Data 0.001 Err 0.8473 top1 24.219 top5 6.250 | Epoch: [26][510/553] Time 2.473 Data 0.001 Err 0.8151 top1 21.094 top5 7.031 | Epoch: [26][511/553] Time 2.453 Data 0.001 Err 0.8371 top1 16.406 top5 6.250 | Epoch: [26][512/553] Time 2.484 Data 0.001 Err 0.8211 top1 26.562 top5 4.688 | Epoch: [26][513/553] Time 2.446 Data 0.001 Err 0.6616 top1 17.188 top5 7.031 | Epoch: [26][514/553] Time 2.475 Data 0.001 Err 0.7452 top1 21.875 top5 6.250 | Epoch: [26][515/553] Time 2.463 Data 0.003 Err 0.7396 top1 21.875 top5 6.250 | Epoch: [26][516/553] Time 2.470 Data 0.001 Err 0.8999 top1 23.438 top5 10.156 | Epoch: [26][517/553] Time 2.432 Data 0.001 Err 0.6509 top1 16.406 top5 4.688 | Epoch: [26][518/553] Time 2.445 Data 0.000 Err 0.6898 top1 16.406 top5 6.250 | Epoch: [26][519/553] Time 2.448 Data 0.001 Err 0.5472 top1 11.719 top5 5.469 | Epoch: [26][520/553] Time 2.442 Data 0.001 Err 0.7789 top1 19.531 top5 5.469 | Epoch: [26][521/553] Time 2.480 Data 0.001 Err 0.7241 top1 21.094 top5 4.688 | Epoch: [26][522/553] Time 2.452 Data 0.001 Err 0.9460 top1 25.000 top5 8.594 | Epoch: [26][523/553] Time 2.434 Data 0.001 Err 0.7300 top1 16.406 top5 6.250 | Epoch: [26][524/553] Time 2.433 Data 0.001 Err 0.8868 top1 23.438 top5 5.469 | Epoch: [26][525/553] Time 2.458 Data 0.001 Err 0.6636 top1 20.312 top5 3.125 | Epoch: [26][526/553] Time 2.441 Data 0.001 Err 0.8838 top1 22.656 top5 8.594 | Epoch: [26][527/553] Time 2.462 Data 0.001 Err 0.9919 top1 25.781 top5 8.594 | Epoch: [26][528/553] Time 2.438 Data 0.001 Err 0.8114 top1 25.000 top5 6.250 | Epoch: [26][529/553] Time 2.468 Data 0.001 Err 0.7810 top1 21.875 top5 7.031 | Epoch: [26][530/553] Time 2.444 Data 0.001 Err 0.6954 top1 18.750 top5 3.906 | Epoch: [26][531/553] Time 2.431 Data 0.001 Err 0.8234 top1 21.094 top5 6.250 | Epoch: [26][532/553] Time 2.443 Data 0.001 Err 0.6321 top1 18.750 top5 3.906 | Epoch: [26][533/553] Time 2.435 Data 0.001 Err 0.6759 top1 21.094 top5 3.906 | Epoch: [26][534/553] Time 2.486 Data 0.003 Err 0.7029 top1 20.312 top5 4.688 | Epoch: [26][535/553] Time 2.445 Data 0.001 Err 0.7729 top1 21.094 top5 7.812 | Epoch: [26][536/553] Time 2.455 Data 0.001 Err 0.8169 top1 23.438 top5 7.031 | Epoch: [26][537/553] Time 2.465 Data 0.000 Err 0.8244 top1 22.656 top5 7.031 | Epoch: [26][538/553] Time 2.436 Data 0.001 Err 0.6884 top1 16.406 top5 7.031 | Epoch: [26][539/553] Time 2.450 Data 0.001 Err 0.8150 top1 20.312 top5 7.031 | Epoch: [26][540/553] Time 2.482 Data 0.001 Err 0.7264 top1 19.531 top5 6.250 | Epoch: [26][541/553] Time 2.436 Data 0.001 Err 0.7940 top1 21.094 top5 4.688 | Epoch: [26][542/553] Time 2.443 Data 0.001 Err 0.7826 top1 20.312 top5 5.469 | Epoch: [26][543/553] Time 2.438 Data 0.000 Err 1.1532 top1 26.562 top5 10.156 | Epoch: [26][544/553] Time 2.465 Data 0.000 Err 0.7028 top1 22.656 top5 4.688 | Epoch: [26][545/553] Time 2.439 Data 0.000 Err 0.5991 top1 16.406 top5 3.125 | Epoch: [26][546/553] Time 2.432 Data 0.000 Err 0.7718 top1 21.094 top5 4.688 | Epoch: [26][547/553] Time 2.441 Data 0.000 Err 0.7261 top1 17.188 top5 5.469 | Epoch: [26][548/553] Time 2.449 Data 0.000 Err 0.5674 top1 12.500 top5 1.562 | Epoch: [26][549/553] Time 2.452 Data 0.000 Err 0.9133 top1 22.656 top5 10.156 | Epoch: [26][550/553] Time 2.445 Data 0.000 Err 0.5412 top1 15.625 top5 3.125 | Epoch: [26][551/553] Time 2.433 Data 0.000 Err 0.6938 top1 20.312 top5 7.031 | Epoch: [26][552/553] Time 2.437 Data 0.000 Err 0.8624 top1 21.094 top5 7.031 | Epoch: [26][553/553] Time 1.032 Data 0.000 Err 0.9202 top1 31.818 top5 9.091 | Test: [26][1/198] Time 2.202 Data 1.479 top1 28.125 ( 28.125) top5 14.062 ( 14.062) | Test: [26][2/198] Time 0.720 Data 0.001 top1 27.344 ( 27.734) top5 7.031 ( 10.547) | Test: [26][3/198] Time 0.713 Data 0.000 top1 28.906 ( 28.125) top5 10.156 ( 10.417) | Test: [26][4/198] Time 0.731 Data 0.001 top1 28.906 ( 28.320) top5 11.719 ( 10.742) | Test: [26][5/198] Time 0.714 Data 0.001 top1 28.125 ( 28.281) top5 10.156 ( 10.625) | Test: [26][6/198] Time 0.725 Data 0.001 top1 27.344 ( 28.125) top5 9.375 ( 10.417) | Test: [26][7/198] Time 0.713 Data 0.001 top1 21.094 ( 27.121) top5 6.250 ( 9.821) | Test: [26][8/198] Time 0.721 Data 0.003 top1 27.344 ( 27.148) top5 3.125 ( 8.984) | Test: [26][9/198] Time 0.715 Data 0.001 top1 29.688 ( 27.431) top5 8.594 ( 8.941) | Test: [26][10/198] Time 0.724 Data 0.001 top1 30.469 ( 27.734) top5 13.281 ( 9.375) | Test: [26][11/198] Time 0.717 Data 0.001 top1 32.031 ( 28.125) top5 9.375 ( 9.375) | Test: [26][12/198] Time 0.740 Data 0.001 top1 25.781 ( 27.930) top5 7.031 ( 9.180) | Test: [26][13/198] Time 0.746 Data 0.001 top1 30.469 ( 28.125) top5 7.812 ( 9.075) | Test: [26][14/198] Time 0.742 Data 0.001 top1 24.219 ( 27.846) top5 9.375 ( 9.096) | Test: [26][15/198] Time 0.756 Data 0.001 top1 26.562 ( 27.760) top5 9.375 ( 9.115) | Test: [26][16/198] Time 0.777 Data 0.001 top1 25.000 ( 27.588) top5 9.375 ( 9.131) | Test: [26][17/198] Time 0.720 Data 0.000 top1 24.219 ( 27.390) top5 7.812 ( 9.053) | Test: [26][18/198] Time 0.716 Data 0.001 top1 33.594 ( 27.734) top5 10.156 ( 9.115) | Test: [26][19/198] Time 0.713 Data 0.001 top1 26.562 ( 27.673) top5 6.250 ( 8.964) | Test: [26][20/198] Time 0.720 Data 0.001 top1 22.656 ( 27.422) top5 10.156 ( 9.023) | Test: [26][21/198] Time 0.724 Data 0.001 top1 25.000 ( 27.307) top5 7.812 ( 8.966) | Test: [26][22/198] Time 0.719 Data 0.001 top1 30.469 ( 27.450) top5 12.500 ( 9.126) | Test: [26][23/198] Time 0.718 Data 0.001 top1 37.500 ( 27.887) top5 10.938 ( 9.205) | Test: [26][24/198] Time 0.719 Data 0.001 top1 30.469 ( 27.995) top5 10.938 ( 9.277) | Test: [26][25/198] Time 0.721 Data 0.001 top1 28.125 ( 28.000) top5 8.594 ( 9.250) | Test: [26][26/198] Time 0.723 Data 0.001 top1 18.750 ( 27.644) top5 7.812 ( 9.195) | Test: [26][27/198] Time 0.735 Data 0.001 top1 28.125 ( 27.662) top5 10.938 ( 9.259) | Test: [26][28/198] Time 0.719 Data 0.001 top1 40.625 ( 28.125) top5 14.062 ( 9.431) | Test: [26][29/198] Time 0.751 Data 0.001 top1 31.250 ( 28.233) top5 12.500 ( 9.537) | Test: [26][30/198] Time 0.721 Data 0.001 top1 27.344 ( 28.203) top5 7.812 ( 9.479) | Test: [26][31/198] Time 0.713 Data 0.001 top1 29.688 ( 28.251) top5 7.812 ( 9.425) | Test: [26][32/198] Time 0.717 Data 0.001 top1 31.250 ( 28.345) top5 14.062 ( 9.570) | Test: [26][33/198] Time 0.728 Data 0.001 top1 28.906 ( 28.362) top5 11.719 ( 9.635) | Test: [26][34/198] Time 0.728 Data 0.001 top1 25.781 ( 28.286) top5 7.812 ( 9.582) | Test: [26][35/198] Time 0.729 Data 0.001 top1 28.906 ( 28.304) top5 8.594 ( 9.554) | Test: [26][36/198] Time 0.725 Data 0.001 top1 30.469 ( 28.364) top5 9.375 ( 9.549) | Test: [26][37/198] Time 0.724 Data 0.001 top1 32.031 ( 28.463) top5 6.250 ( 9.459) | Test: [26][38/198] Time 0.722 Data 0.003 top1 35.938 ( 28.660) top5 13.281 ( 9.560) | Test: [26][39/198] Time 0.733 Data 0.001 top1 23.438 ( 28.526) top5 5.469 ( 9.455) | Test: [26][40/198] Time 0.723 Data 0.003 top1 27.344 ( 28.496) top5 7.031 ( 9.395) | Test: [26][41/198] Time 0.723 Data 0.001 top1 28.125 ( 28.487) top5 10.156 ( 9.413) | Test: [26][42/198] Time 0.719 Data 0.001 top1 28.125 ( 28.478) top5 10.156 ( 9.431) | Test: [26][43/198] Time 0.792 Data 0.001 top1 33.594 ( 28.597) top5 10.156 ( 9.448) | Test: [26][44/198] Time 0.719 Data 0.001 top1 25.781 ( 28.533) top5 7.812 ( 9.411) | Test: [26][45/198] Time 0.714 Data 0.001 top1 34.375 ( 28.663) top5 13.281 ( 9.497) | Test: [26][46/198] Time 0.721 Data 0.001 top1 28.125 ( 28.651) top5 10.156 ( 9.511) | Test: [26][47/198] Time 0.718 Data 0.001 top1 28.125 ( 28.640) top5 10.156 ( 9.525) | Test: [26][48/198] Time 0.725 Data 0.001 top1 35.156 ( 28.776) top5 12.500 ( 9.587) | Test: [26][49/198] Time 0.719 Data 0.001 top1 27.344 ( 28.747) top5 11.719 ( 9.630) | Test: [26][50/198] Time 0.729 Data 0.001 top1 27.344 ( 28.719) top5 11.719 ( 9.672) | Test: [26][51/198] Time 0.729 Data 0.001 top1 32.031 ( 28.784) top5 7.812 ( 9.635) | Test: [26][52/198] Time 0.724 Data 0.001 top1 28.906 ( 28.786) top5 9.375 ( 9.630) | Test: [26][53/198] Time 0.727 Data 0.001 top1 28.906 ( 28.788) top5 10.156 ( 9.640) | Test: [26][54/198] Time 0.733 Data 0.001 top1 25.000 ( 28.718) top5 10.156 ( 9.650) | Test: [26][55/198] Time 0.788 Data 0.002 top1 26.562 ( 28.679) top5 8.594 ( 9.631) | Test: [26][56/198] Time 0.733 Data 0.001 top1 36.719 ( 28.823) top5 11.719 ( 9.668) | Test: [26][57/198] Time 0.726 Data 0.001 top1 27.344 ( 28.797) top5 6.250 ( 9.608) | Test: [26][58/198] Time 0.720 Data 0.001 top1 35.156 ( 28.906) top5 11.719 ( 9.644) | Test: [26][59/198] Time 0.715 Data 0.001 top1 33.594 ( 28.986) top5 9.375 ( 9.640) | Test: [26][60/198] Time 0.725 Data 0.001 top1 26.562 ( 28.945) top5 7.031 ( 9.596) | Test: [26][61/198] Time 0.749 Data 0.001 top1 27.344 ( 28.919) top5 7.812 ( 9.567) | Test: [26][62/198] Time 0.769 Data 0.001 top1 27.344 ( 28.894) top5 9.375 ( 9.564) | Test: [26][63/198] Time 0.752 Data 0.002 top1 19.531 ( 28.745) top5 10.938 ( 9.586) | Test: [26][64/198] Time 0.743 Data 0.001 top1 26.562 ( 28.711) top5 10.938 ( 9.607) | Test: [26][65/198] Time 0.728 Data 0.001 top1 32.812 ( 28.774) top5 13.281 ( 9.663) | Test: [26][66/198] Time 0.726 Data 0.001 top1 28.125 ( 28.764) top5 9.375 ( 9.659) | Test: [26][67/198] Time 0.710 Data 0.001 top1 26.562 ( 28.731) top5 7.031 ( 9.620) | Test: [26][68/198] Time 0.718 Data 0.001 top1 35.156 ( 28.826) top5 10.938 ( 9.639) | Test: [26][69/198] Time 0.714 Data 0.001 top1 25.000 ( 28.770) top5 7.031 ( 9.601) | Test: [26][70/198] Time 0.765 Data 0.001 top1 30.469 ( 28.795) top5 8.594 ( 9.587) | Test: [26][71/198] Time 0.746 Data 0.001 top1 36.719 ( 28.906) top5 8.594 ( 9.573) | Test: [26][72/198] Time 0.717 Data 0.001 top1 31.250 ( 28.939) top5 10.156 ( 9.581) | Test: [26][73/198] Time 0.726 Data 0.001 top1 32.812 ( 28.992) top5 6.250 ( 9.536) | Test: [26][74/198] Time 0.711 Data 0.001 top1 36.719 ( 29.096) top5 13.281 ( 9.586) | Test: [26][75/198] Time 0.718 Data 0.001 top1 25.781 ( 29.052) top5 11.719 ( 9.615) | Test: [26][76/198] Time 0.716 Data 0.001 top1 24.219 ( 28.988) top5 10.938 ( 9.632) | Test: [26][77/198] Time 0.728 Data 0.001 top1 25.000 ( 28.937) top5 10.938 ( 9.649) | Test: [26][78/198] Time 0.722 Data 0.001 top1 30.469 ( 28.956) top5 10.938 ( 9.665) | Test: [26][79/198] Time 0.729 Data 0.001 top1 34.375 ( 29.025) top5 10.156 ( 9.672) | Test: [26][80/198] Time 0.724 Data 0.001 top1 29.688 ( 29.033) top5 11.719 ( 9.697) | Test: [26][81/198] Time 0.730 Data 0.001 top1 32.812 ( 29.080) top5 7.812 ( 9.674) | Test: [26][82/198] Time 0.733 Data 0.001 top1 21.094 ( 28.982) top5 10.938 ( 9.689) | Test: [26][83/198] Time 0.731 Data 0.001 top1 33.594 ( 29.038) top5 10.156 ( 9.695) | Test: [26][84/198] Time 0.793 Data 0.001 top1 34.375 ( 29.102) top5 10.938 ( 9.710) | Test: [26][85/198] Time 0.748 Data 0.001 top1 28.125 ( 29.090) top5 12.500 ( 9.743) | Test: [26][86/198] Time 0.747 Data 0.001 top1 27.344 ( 29.070) top5 8.594 ( 9.729) | Test: [26][87/198] Time 0.748 Data 0.001 top1 32.031 ( 29.104) top5 11.719 ( 9.752) | Test: [26][88/198] Time 0.733 Data 0.003 top1 34.375 ( 29.164) top5 9.375 ( 9.748) | Test: [26][89/198] Time 0.720 Data 0.001 top1 28.125 ( 29.152) top5 7.031 ( 9.717) | Test: [26][90/198] Time 0.717 Data 0.001 top1 21.875 ( 29.071) top5 7.031 ( 9.688) | Test: [26][91/198] Time 0.715 Data 0.001 top1 26.562 ( 29.044) top5 6.250 ( 9.650) | Test: [26][92/198] Time 0.738 Data 0.001 top1 25.781 ( 29.008) top5 10.156 ( 9.655) | Test: [26][93/198] Time 0.729 Data 0.001 top1 19.531 ( 28.906) top5 6.250 ( 9.619) | Test: [26][94/198] Time 0.741 Data 0.001 top1 25.781 ( 28.873) top5 3.906 ( 9.558) | Test: [26][95/198] Time 0.726 Data 0.000 top1 32.812 ( 28.914) top5 10.156 ( 9.564) | Test: [26][96/198] Time 0.714 Data 0.001 top1 24.219 ( 28.866) top5 7.031 ( 9.538) | Test: [26][97/198] Time 0.714 Data 0.001 top1 21.875 ( 28.793) top5 6.250 ( 9.504) | Test: [26][98/198] Time 0.719 Data 0.001 top1 30.469 ( 28.811) top5 10.156 ( 9.511) | Test: [26][99/198] Time 0.716 Data 0.001 top1 27.344 ( 28.796) top5 7.031 ( 9.485) | Test: [26][100/198] Time 0.725 Data 0.001 top1 26.562 ( 28.773) top5 7.812 ( 9.469) | Test: [26][101/198] Time 0.715 Data 0.001 top1 29.688 ( 28.782) top5 7.031 ( 9.445) | Test: [26][102/198] Time 0.732 Data 0.001 top1 37.500 ( 28.868) top5 10.156 ( 9.452) | Test: [26][103/198] Time 0.735 Data 0.001 top1 30.469 ( 28.883) top5 8.594 ( 9.443) | Test: [26][104/198] Time 0.727 Data 0.002 top1 20.312 ( 28.801) top5 5.469 ( 9.405) | Test: [26][105/198] Time 0.728 Data 0.001 top1 28.125 ( 28.795) top5 10.156 ( 9.412) | Test: [26][106/198] Time 0.731 Data 0.001 top1 28.125 ( 28.788) top5 7.812 ( 9.397) | Test: [26][107/198] Time 0.764 Data 0.001 top1 28.906 ( 28.789) top5 7.812 ( 9.382) | Test: [26][108/198] Time 0.723 Data 0.001 top1 21.094 ( 28.718) top5 7.812 ( 9.368) | Test: [26][109/198] Time 0.715 Data 0.001 top1 25.781 ( 28.691) top5 8.594 ( 9.361) | Test: [26][110/198] Time 0.719 Data 0.001 top1 32.812 ( 28.729) top5 8.594 ( 9.354) | Test: [26][111/198] Time 0.728 Data 0.001 top1 32.031 ( 28.758) top5 10.156 ( 9.361) | Test: [26][112/198] Time 0.726 Data 0.001 top1 28.906 ( 28.760) top5 5.469 ( 9.326) | Test: [26][113/198] Time 0.728 Data 0.001 top1 28.125 ( 28.754) top5 7.812 ( 9.313) | Test: [26][114/198] Time 0.736 Data 0.001 top1 35.938 ( 28.817) top5 13.281 ( 9.348) | Test: [26][115/198] Time 0.768 Data 0.001 top1 26.562 ( 28.798) top5 10.156 ( 9.355) | Test: [26][116/198] Time 0.767 Data 0.001 top1 23.438 ( 28.751) top5 4.688 ( 9.314) | Test: [26][117/198] Time 0.762 Data 0.018 top1 24.219 ( 28.713) top5 8.594 ( 9.308) | Test: [26][118/198] Time 0.719 Data 0.001 top1 32.812 ( 28.747) top5 7.812 ( 9.296) | Test: [26][119/198] Time 0.715 Data 0.001 top1 26.562 ( 28.729) top5 9.375 ( 9.296) | Test: [26][120/198] Time 0.729 Data 0.001 top1 28.906 ( 28.730) top5 6.250 ( 9.271) | Test: [26][121/198] Time 0.725 Data 0.001 top1 26.562 ( 28.713) top5 6.250 ( 9.246) | Test: [26][122/198] Time 0.725 Data 0.001 top1 32.812 ( 28.746) top5 7.812 ( 9.234) | Test: [26][123/198] Time 0.716 Data 0.001 top1 27.344 ( 28.735) top5 7.031 ( 9.216) | Test: [26][124/198] Time 0.711 Data 0.001 top1 28.125 ( 28.730) top5 8.594 ( 9.211) | Test: [26][125/198] Time 0.723 Data 0.001 top1 29.688 ( 28.738) top5 9.375 ( 9.213) | Test: [26][126/198] Time 0.733 Data 0.001 top1 30.469 ( 28.751) top5 8.594 ( 9.208) | Test: [26][127/198] Time 0.726 Data 0.001 top1 29.688 ( 28.759) top5 7.812 ( 9.197) | Test: [26][128/198] Time 0.723 Data 0.001 top1 26.562 ( 28.741) top5 10.156 ( 9.204) | Test: [26][129/198] Time 0.713 Data 0.001 top1 29.688 ( 28.749) top5 10.156 ( 9.211) | Test: [26][130/198] Time 0.724 Data 0.001 top1 23.438 ( 28.708) top5 8.594 ( 9.207) | Test: [26][131/198] Time 0.752 Data 0.001 top1 26.562 ( 28.692) top5 9.375 ( 9.208) | Test: [26][132/198] Time 0.719 Data 0.001 top1 31.250 ( 28.711) top5 10.156 ( 9.215) | Test: [26][133/198] Time 0.760 Data 0.001 top1 27.344 ( 28.701) top5 5.469 ( 9.187) | Test: [26][134/198] Time 0.731 Data 0.001 top1 21.094 ( 28.644) top5 7.812 ( 9.177) | Test: [26][135/198] Time 0.724 Data 0.001 top1 30.469 ( 28.657) top5 5.469 ( 9.149) | Test: [26][136/198] Time 0.720 Data 0.001 top1 32.031 ( 28.682) top5 10.156 ( 9.157) | Test: [26][137/198] Time 0.720 Data 0.001 top1 32.031 ( 28.707) top5 11.719 ( 9.175) | Test: [26][138/198] Time 0.718 Data 0.001 top1 30.469 ( 28.719) top5 7.031 ( 9.160) | Test: [26][139/198] Time 0.729 Data 0.001 top1 29.688 ( 28.726) top5 9.375 ( 9.161) | Test: [26][140/198] Time 0.810 Data 0.001 top1 29.688 ( 28.733) top5 8.594 ( 9.157) | Test: [26][141/198] Time 0.814 Data 0.001 top1 26.562 ( 28.718) top5 6.250 ( 9.137) | Test: [26][142/198] Time 0.796 Data 0.001 top1 29.688 ( 28.725) top5 10.938 ( 9.149) | Test: [26][143/198] Time 0.725 Data 0.001 top1 29.688 ( 28.731) top5 10.156 ( 9.156) | Test: [26][144/198] Time 0.733 Data 0.001 top1 32.031 ( 28.754) top5 9.375 ( 9.158) | Test: [26][145/198] Time 0.770 Data 0.001 top1 28.906 ( 28.755) top5 14.844 ( 9.197) | Test: [26][146/198] Time 0.755 Data 0.001 top1 26.562 ( 28.740) top5 8.594 ( 9.193) | Test: [26][147/198] Time 0.722 Data 0.001 top1 28.125 ( 28.736) top5 7.812 ( 9.184) | Test: [26][148/198] Time 0.728 Data 0.001 top1 34.375 ( 28.774) top5 10.156 ( 9.190) | Test: [26][149/198] Time 0.718 Data 0.001 top1 25.000 ( 28.749) top5 7.812 ( 9.181) | Test: [26][150/198] Time 0.717 Data 0.001 top1 28.125 ( 28.745) top5 8.594 ( 9.177) | Test: [26][151/198] Time 0.731 Data 0.001 top1 25.000 ( 28.720) top5 6.250 ( 9.158) | Test: [26][152/198] Time 0.733 Data 0.001 top1 30.469 ( 28.731) top5 10.938 ( 9.169) | Test: [26][153/198] Time 0.715 Data 0.001 top1 30.469 ( 28.743) top5 11.719 ( 9.186) | Test: [26][154/198] Time 0.725 Data 0.001 top1 34.375 ( 28.779) top5 10.156 ( 9.192) | Test: [26][155/198] Time 0.715 Data 0.001 top1 25.781 ( 28.760) top5 9.375 ( 9.194) | Test: [26][156/198] Time 0.714 Data 0.001 top1 30.469 ( 28.771) top5 8.594 ( 9.190) | Test: [26][157/198] Time 0.729 Data 0.001 top1 25.000 ( 28.747) top5 11.719 ( 9.206) | Test: [26][158/198] Time 0.714 Data 0.001 top1 32.031 ( 28.768) top5 7.812 ( 9.197) | Test: [26][159/198] Time 0.721 Data 0.001 top1 35.938 ( 28.813) top5 11.719 ( 9.213) | Test: [26][160/198] Time 0.716 Data 0.001 top1 28.906 ( 28.813) top5 7.031 ( 9.199) | Test: [26][161/198] Time 0.734 Data 0.001 top1 25.781 ( 28.795) top5 10.938 ( 9.210) | Test: [26][162/198] Time 0.729 Data 0.000 top1 23.438 ( 28.762) top5 7.812 ( 9.201) | Test: [26][163/198] Time 0.721 Data 0.001 top1 25.781 ( 28.743) top5 6.250 ( 9.183) | Test: [26][164/198] Time 0.746 Data 0.001 top1 27.344 ( 28.735) top5 9.375 ( 9.184) | Test: [26][165/198] Time 0.714 Data 0.001 top1 35.156 ( 28.774) top5 14.844 ( 9.219) | Test: [26][166/198] Time 0.726 Data 0.001 top1 30.469 ( 28.784) top5 10.156 ( 9.224) | Test: [26][167/198] Time 0.720 Data 0.001 top1 30.469 ( 28.794) top5 12.500 ( 9.244) | Test: [26][168/198] Time 0.726 Data 0.001 top1 31.250 ( 28.809) top5 14.062 ( 9.273) | Test: [26][169/198] Time 0.727 Data 0.001 top1 39.062 ( 28.869) top5 16.406 ( 9.315) | Test: [26][170/198] Time 0.727 Data 0.001 top1 26.562 ( 28.856) top5 7.812 ( 9.306) | Test: [26][171/198] Time 0.787 Data 0.001 top1 21.094 ( 28.810) top5 3.906 ( 9.274) | Test: [26][172/198] Time 0.732 Data 0.001 top1 25.000 ( 28.788) top5 7.812 ( 9.266) | Test: [26][173/198] Time 0.736 Data 0.001 top1 32.031 ( 28.807) top5 9.375 ( 9.267) | Test: [26][174/198] Time 0.738 Data 0.001 top1 35.156 ( 28.843) top5 9.375 ( 9.267) | Test: [26][175/198] Time 0.735 Data 0.001 top1 39.844 ( 28.906) top5 10.156 ( 9.272) | Test: [26][176/198] Time 0.726 Data 0.001 top1 26.562 ( 28.893) top5 5.469 ( 9.251) | Test: [26][177/198] Time 0.735 Data 0.001 top1 25.781 ( 28.875) top5 12.500 ( 9.269) | Test: [26][178/198] Time 0.734 Data 0.001 top1 28.906 ( 28.876) top5 7.812 ( 9.261) | Test: [26][179/198] Time 0.718 Data 0.001 top1 33.594 ( 28.902) top5 9.375 ( 9.262) | Test: [26][180/198] Time 0.729 Data 0.001 top1 37.500 ( 28.950) top5 13.281 ( 9.284) | Test: [26][181/198] Time 0.714 Data 0.001 top1 25.000 ( 28.928) top5 7.812 ( 9.276) | Test: [26][182/198] Time 0.717 Data 0.001 top1 31.250 ( 28.941) top5 7.812 ( 9.268) | Test: [26][183/198] Time 0.713 Data 0.001 top1 23.438 ( 28.911) top5 6.250 ( 9.251) | Test: [26][184/198] Time 0.721 Data 0.001 top1 35.156 ( 28.944) top5 11.719 ( 9.265) | Test: [26][185/198] Time 0.717 Data 0.001 top1 32.812 ( 28.965) top5 7.031 ( 9.253) | Test: [26][186/198] Time 0.726 Data 0.001 top1 28.125 ( 28.961) top5 9.375 ( 9.253) | Test: [26][187/198] Time 0.721 Data 0.001 top1 27.344 ( 28.952) top5 5.469 ( 9.233) | Test: [26][188/198] Time 0.732 Data 0.000 top1 33.594 ( 28.977) top5 9.375 ( 9.234) | Test: [26][189/198] Time 0.730 Data 0.000 top1 31.250 ( 28.989) top5 9.375 ( 9.234) | Test: [26][190/198] Time 0.717 Data 0.000 top1 26.562 ( 28.976) top5 13.281 ( 9.256) | Test: [26][191/198] Time 0.739 Data 0.000 top1 21.875 ( 28.939) top5 5.469 ( 9.236) | Test: [26][192/198] Time 0.723 Data 0.000 top1 33.594 ( 28.963) top5 12.500 ( 9.253) | Test: [26][193/198] Time 0.723 Data 0.000 top1 28.906 ( 28.963) top5 8.594 ( 9.250) | Test: [26][194/198] Time 0.715 Data 0.000 top1 32.031 ( 28.979) top5 10.938 ( 9.258) | Test: [26][195/198] Time 0.724 Data 0.000 top1 30.469 ( 28.986) top5 5.469 ( 9.239) | Test: [26][196/198] Time 0.261 Data 0.000 top1 29.412 ( 28.989) top5 11.765 ( 9.252) | Test: [26][197/198] Time 0.720 Data 0.001 top1 31.250 ( 29.000) top5 9.375 ( 9.252) | Test: [26][198/198] Time 0.728 Data 0.000 top1 28.125 ( 28.996) top5 10.156 ( 9.257) * Finished epoch # 26 top1: 28.996 top5: 9.257 Epoch 27 => Training epoch # 27 | Epoch: [27][1/553] Time 4.974 Data 2.482 Err 0.6603 top1 16.406 top5 7.812 | Epoch: [27][2/553] Time 2.445 Data 0.001 Err 0.5785 top1 16.406 top5 2.344 | Epoch: [27][3/553] Time 2.436 Data 0.001 Err 0.6564 top1 17.188 top5 7.812 | Epoch: [27][4/553] Time 2.471 Data 0.000 Err 0.9494 top1 22.656 top5 10.156 | Epoch: [27][5/553] Time 2.443 Data 0.000 Err 0.5857 top1 16.406 top5 3.906 | Epoch: [27][6/553] Time 2.431 Data 0.001 Err 0.8385 top1 25.000 top5 6.250 | Epoch: [27][7/553] Time 2.436 Data 0.001 Err 0.7522 top1 19.531 top5 6.250 | Epoch: [27][8/553] Time 2.432 Data 0.001 Err 0.6330 top1 14.844 top5 5.469 | Epoch: [27][9/553] Time 2.441 Data 0.001 Err 0.7399 top1 21.094 top5 3.906 | Epoch: [27][10/553] Time 2.464 Data 0.001 Err 0.5969 top1 12.500 top5 6.250 | Epoch: [27][11/553] Time 2.434 Data 0.001 Err 0.6714 top1 19.531 top5 4.688 | Epoch: [27][12/553] Time 2.447 Data 0.001 Err 0.6000 top1 18.750 top5 3.125 | Epoch: [27][13/553] Time 2.458 Data 0.003 Err 0.5478 top1 15.625 top5 3.906 | Epoch: [27][14/553] Time 2.443 Data 0.001 Err 0.6803 top1 18.750 top5 6.250 | Epoch: [27][15/553] Time 2.469 Data 0.001 Err 0.6076 top1 13.281 top5 6.250 | Epoch: [27][16/553] Time 2.477 Data 0.001 Err 0.8704 top1 21.875 top5 9.375 | Epoch: [27][17/553] Time 2.444 Data 0.001 Err 0.6389 top1 16.406 top5 3.125 | Epoch: [27][18/553] Time 2.449 Data 0.001 Err 0.6257 top1 16.406 top5 4.688 | Epoch: [27][19/553] Time 2.434 Data 0.001 Err 0.7007 top1 18.750 top5 4.688 | Epoch: [27][20/553] Time 2.444 Data 0.001 Err 0.7799 top1 24.219 top5 7.031 | Epoch: [27][21/553] Time 2.473 Data 0.001 Err 0.7337 top1 17.188 top5 5.469 | Epoch: [27][22/553] Time 2.435 Data 0.001 Err 0.7756 top1 20.312 top5 5.469 | Epoch: [27][23/553] Time 2.438 Data 0.001 Err 0.8101 top1 21.094 top5 5.469 | Epoch: [27][24/553] Time 2.451 Data 0.001 Err 0.6014 top1 16.406 top5 2.344 | Epoch: [27][25/553] Time 2.447 Data 0.001 Err 0.6985 top1 19.531 top5 5.469 | Epoch: [27][26/553] Time 2.448 Data 0.001 Err 0.5094 top1 14.844 top5 3.906 | Epoch: [27][27/553] Time 2.454 Data 0.001 Err 0.5647 top1 19.531 top5 3.125 | Epoch: [27][28/553] Time 2.463 Data 0.001 Err 0.4749 top1 12.500 top5 2.344 | Epoch: [27][29/553] Time 2.508 Data 0.001 Err 0.6636 top1 18.750 top5 5.469 | Epoch: [27][30/553] Time 2.454 Data 0.001 Err 0.7382 top1 20.312 top5 4.688 | Epoch: [27][31/553] Time 2.462 Data 0.001 Err 0.7017 top1 18.750 top5 6.250 | Epoch: [27][32/553] Time 2.439 Data 0.001 Err 0.7245 top1 20.312 top5 3.125 | Epoch: [27][33/553] Time 2.453 Data 0.000 Err 0.7757 top1 21.094 top5 5.469 | Epoch: [27][34/553] Time 2.469 Data 0.001 Err 0.5665 top1 14.062 top5 2.344 | Epoch: [27][35/553] Time 2.507 Data 0.001 Err 0.6769 top1 17.969 top5 5.469 | Epoch: [27][36/553] Time 2.448 Data 0.001 Err 0.4365 top1 12.500 top5 2.344 | Epoch: [27][37/553] Time 2.456 Data 0.001 Err 0.6833 top1 18.750 top5 6.250 | Epoch: [27][38/553] Time 2.442 Data 0.001 Err 0.5555 top1 15.625 top5 2.344 | Epoch: [27][39/553] Time 2.455 Data 0.001 Err 0.5443 top1 18.750 top5 1.562 | Epoch: [27][40/553] Time 2.473 Data 0.001 Err 0.6600 top1 20.312 top5 3.125 | Epoch: [27][41/553] Time 2.453 Data 0.001 Err 0.6640 top1 17.188 top5 4.688 | Epoch: [27][42/553] Time 2.496 Data 0.001 Err 0.7655 top1 21.875 top5 6.250 | Epoch: [27][43/553] Time 2.464 Data 0.001 Err 0.7475 top1 20.312 top5 5.469 | Epoch: [27][44/553] Time 2.427 Data 0.001 Err 0.6742 top1 15.625 top5 4.688 | Epoch: [27][45/553] Time 2.439 Data 0.001 Err 0.7300 top1 15.625 top5 5.469 | Epoch: [27][46/553] Time 2.466 Data 0.001 Err 0.6669 top1 17.969 top5 4.688 | Epoch: [27][47/553] Time 2.474 Data 0.001 Err 0.6081 top1 13.281 top5 4.688 | Epoch: [27][48/553] Time 2.449 Data 0.001 Err 0.6927 top1 20.312 top5 4.688 | Epoch: [27][49/553] Time 2.465 Data 0.001 Err 0.5774 top1 17.188 top5 6.250 | Epoch: [27][50/553] Time 2.484 Data 0.001 Err 0.6715 top1 18.750 top5 3.125 | Epoch: [27][51/553] Time 2.438 Data 0.001 Err 0.8668 top1 22.656 top5 4.688 | Epoch: [27][52/553] Time 2.479 Data 0.001 Err 0.6497 top1 21.094 top5 1.562 | Epoch: [27][53/553] Time 2.441 Data 0.001 Err 0.7618 top1 19.531 top5 7.031 | Epoch: [27][54/553] Time 2.502 Data 0.001 Err 0.6487 top1 15.625 top5 6.250 | Epoch: [27][55/553] Time 2.494 Data 0.001 Err 0.8582 top1 20.312 top5 10.156 | Epoch: [27][56/553] Time 2.441 Data 0.001 Err 0.7790 top1 17.969 top5 5.469 | Epoch: [27][57/553] Time 2.470 Data 0.001 Err 0.5777 top1 17.188 top5 2.344 | Epoch: [27][58/553] Time 2.453 Data 0.001 Err 0.5918 top1 14.844 top5 5.469 | Epoch: [27][59/553] Time 2.492 Data 0.001 Err 0.8171 top1 19.531 top5 7.031 | Epoch: [27][60/553] Time 2.472 Data 0.001 Err 0.6252 top1 17.188 top5 5.469 | Epoch: [27][61/553] Time 2.439 Data 0.001 Err 0.6002 top1 10.938 top5 6.250 | Epoch: [27][62/553] Time 2.447 Data 0.001 Err 0.6911 top1 17.969 top5 6.250 | Epoch: [27][63/553] Time 2.440 Data 0.001 Err 0.5799 top1 17.188 top5 3.906 | Epoch: [27][64/553] Time 2.441 Data 0.001 Err 0.7696 top1 23.438 top5 7.812 | Epoch: [27][65/553] Time 2.443 Data 0.001 Err 0.6362 top1 17.969 top5 6.250 | Epoch: [27][66/553] Time 2.437 Data 0.001 Err 0.5462 top1 15.625 top5 3.125 | Epoch: [27][67/553] Time 2.445 Data 0.001 Err 0.5564 top1 14.062 top5 4.688 | Epoch: [27][68/553] Time 2.441 Data 0.001 Err 0.5669 top1 17.188 top5 3.906 | Epoch: [27][69/553] Time 2.478 Data 0.001 Err 0.5803 top1 20.312 top5 3.906 | Epoch: [27][70/553] Time 2.445 Data 0.001 Err 0.6178 top1 17.188 top5 4.688 | Epoch: [27][71/553] Time 2.456 Data 0.001 Err 0.7260 top1 17.969 top5 7.031 | Epoch: [27][72/553] Time 2.450 Data 0.001 Err 0.6974 top1 18.750 top5 6.250 | Epoch: [27][73/553] Time 2.473 Data 0.001 Err 0.7176 top1 23.438 top5 6.250 | Epoch: [27][74/553] Time 2.451 Data 0.001 Err 0.5425 top1 14.844 top5 1.562 | Epoch: [27][75/553] Time 2.458 Data 0.001 Err 0.7170 top1 22.656 top5 4.688 | Epoch: [27][76/553] Time 2.451 Data 0.001 Err 0.6669 top1 17.188 top5 7.031 | Epoch: [27][77/553] Time 2.434 Data 0.001 Err 0.7133 top1 21.094 top5 4.688 | Epoch: [27][78/553] Time 2.445 Data 0.003 Err 0.6600 top1 17.188 top5 5.469 | Epoch: [27][79/553] Time 2.438 Data 0.000 Err 0.6931 top1 16.406 top5 5.469 | Epoch: [27][80/553] Time 2.441 Data 0.001 Err 0.6029 top1 15.625 top5 4.688 | Epoch: [27][81/553] Time 2.440 Data 0.001 Err 0.6679 top1 18.750 top5 5.469 | Epoch: [27][82/553] Time 2.450 Data 0.001 Err 0.6429 top1 14.062 top5 5.469 | Epoch: [27][83/553] Time 2.438 Data 0.001 Err 0.7869 top1 21.875 top5 5.469 | Epoch: [27][84/553] Time 2.488 Data 0.001 Err 0.6747 top1 15.625 top5 6.250 | Epoch: [27][85/553] Time 2.456 Data 0.001 Err 0.7453 top1 20.312 top5 7.812 | Epoch: [27][86/553] Time 2.436 Data 0.001 Err 0.6315 top1 17.188 top5 4.688 | Epoch: [27][87/553] Time 2.469 Data 0.001 Err 0.7868 top1 18.750 top5 5.469 | Epoch: [27][88/553] Time 2.480 Data 0.001 Err 0.8073 top1 22.656 top5 6.250 | Epoch: [27][89/553] Time 2.450 Data 0.001 Err 0.6290 top1 16.406 top5 6.250 | Epoch: [27][90/553] Time 2.445 Data 0.001 Err 0.6432 top1 14.062 top5 3.125 | Epoch: [27][91/553] Time 2.438 Data 0.001 Err 0.9462 top1 25.000 top5 9.375 | Epoch: [27][92/553] Time 2.445 Data 0.001 Err 0.6971 top1 14.844 top5 4.688 | Epoch: [27][93/553] Time 2.496 Data 0.001 Err 0.8269 top1 25.781 top5 6.250 | Epoch: [27][94/553] Time 2.472 Data 0.001 Err 0.6033 top1 17.188 top5 5.469 | Epoch: [27][95/553] Time 2.497 Data 0.001 Err 0.6099 top1 16.406 top5 6.250 | Epoch: [27][96/553] Time 2.500 Data 0.001 Err 0.7022 top1 18.750 top5 7.031 | Epoch: [27][97/553] Time 2.470 Data 0.003 Err 0.6953 top1 17.969 top5 5.469 | Epoch: [27][98/553] Time 2.479 Data 0.001 Err 0.5433 top1 14.062 top5 3.906 | Epoch: [27][99/553] Time 2.508 Data 0.001 Err 0.5051 top1 16.406 top5 2.344 | Epoch: [27][100/553] Time 2.444 Data 0.001 Err 0.7247 top1 25.000 top5 3.906 | Epoch: [27][101/553] Time 2.487 Data 0.001 Err 0.5460 top1 14.062 top5 3.125 | Epoch: [27][102/553] Time 2.451 Data 0.001 Err 0.8800 top1 21.094 top5 10.156 | Epoch: [27][103/553] Time 2.472 Data 0.001 Err 0.6976 top1 21.875 top5 6.250 | Epoch: [27][104/553] Time 2.501 Data 0.001 Err 0.7849 top1 21.094 top5 7.031 | Epoch: [27][105/553] Time 2.469 Data 0.001 Err 0.6366 top1 21.094 top5 4.688 | Epoch: [27][106/553] Time 2.479 Data 0.001 Err 0.6873 top1 18.750 top5 5.469 | Epoch: [27][107/553] Time 2.469 Data 0.001 Err 0.8137 top1 23.438 top5 3.906 | Epoch: [27][108/553] Time 2.517 Data 0.001 Err 0.5822 top1 16.406 top5 3.906 | Epoch: [27][109/553] Time 2.524 Data 0.001 Err 0.6462 top1 16.406 top5 5.469 | Epoch: [27][110/553] Time 2.450 Data 0.000 Err 0.6776 top1 16.406 top5 6.250 | Epoch: [27][111/553] Time 2.478 Data 0.001 Err 0.5838 top1 18.750 top5 4.688 | Epoch: [27][112/553] Time 2.443 Data 0.001 Err 0.7736 top1 22.656 top5 7.031 | Epoch: [27][113/553] Time 2.439 Data 0.001 Err 0.6822 top1 18.750 top5 7.031 | Epoch: [27][114/553] Time 2.448 Data 0.001 Err 0.7007 top1 23.438 top5 4.688 | Epoch: [27][115/553] Time 2.440 Data 0.001 Err 0.6154 top1 15.625 top5 4.688 | Epoch: [27][116/553] Time 2.495 Data 0.004 Err 0.7982 top1 20.312 top5 7.812 | Epoch: [27][117/553] Time 2.444 Data 0.001 Err 0.7134 top1 20.312 top5 7.031 | Epoch: [27][118/553] Time 2.441 Data 0.001 Err 0.6410 top1 14.844 top5 5.469 | Epoch: [27][119/553] Time 2.457 Data 0.001 Err 0.5154 top1 10.938 top5 5.469 | Epoch: [27][120/553] Time 2.442 Data 0.001 Err 0.8491 top1 22.656 top5 7.812 | Epoch: [27][121/553] Time 2.480 Data 0.001 Err 0.6503 top1 17.188 top5 3.906 | Epoch: [27][122/553] Time 2.462 Data 0.001 Err 0.7781 top1 19.531 top5 8.594 | Epoch: [27][123/553] Time 2.509 Data 0.001 Err 0.7760 top1 22.656 top5 5.469 | Epoch: [27][124/553] Time 2.442 Data 0.001 Err 0.7183 top1 21.875 top5 7.031 | Epoch: [27][125/553] Time 2.438 Data 0.001 Err 0.7065 top1 19.531 top5 6.250 | Epoch: [27][126/553] Time 2.449 Data 0.001 Err 0.5142 top1 16.406 top5 3.125 | Epoch: [27][127/553] Time 2.470 Data 0.001 Err 0.6160 top1 17.188 top5 5.469 | Epoch: [27][128/553] Time 2.449 Data 0.001 Err 0.7378 top1 21.094 top5 5.469 | Epoch: [27][129/553] Time 2.447 Data 0.001 Err 0.7695 top1 21.094 top5 7.812 | Epoch: [27][130/553] Time 2.450 Data 0.001 Err 0.7102 top1 18.750 top5 4.688 | Epoch: [27][131/553] Time 2.488 Data 0.001 Err 0.5853 top1 15.625 top5 3.906 | Epoch: [27][132/553] Time 2.442 Data 0.001 Err 0.6757 top1 21.875 top5 4.688 | Epoch: [27][133/553] Time 2.502 Data 0.001 Err 0.7389 top1 17.188 top5 7.031 | Epoch: [27][134/553] Time 2.474 Data 0.001 Err 0.5118 top1 14.844 top5 4.688 | Epoch: [27][135/553] Time 2.479 Data 0.001 Err 0.7415 top1 21.094 top5 7.812 | Epoch: [27][136/553] Time 2.446 Data 0.001 Err 0.8792 top1 25.781 top5 8.594 | Epoch: [27][137/553] Time 2.444 Data 0.001 Err 0.7489 top1 21.094 top5 3.906 | Epoch: [27][138/553] Time 2.462 Data 0.001 Err 0.6155 top1 16.406 top5 3.906 | Epoch: [27][139/553] Time 2.446 Data 0.001 Err 0.6115 top1 17.969 top5 5.469 | Epoch: [27][140/553] Time 2.449 Data 0.001 Err 0.6709 top1 18.750 top5 4.688 | Epoch: [27][141/553] Time 2.445 Data 0.001 Err 0.6039 top1 18.750 top5 4.688 | Epoch: [27][142/553] Time 2.472 Data 0.001 Err 0.5608 top1 16.406 top5 3.125 | Epoch: [27][143/553] Time 2.448 Data 0.001 Err 0.5414 top1 17.188 top5 3.906 | Epoch: [27][144/553] Time 2.471 Data 0.001 Err 0.7781 top1 19.531 top5 8.594 | Epoch: [27][145/553] Time 2.472 Data 0.001 Err 0.8905 top1 23.438 top5 10.938 | Epoch: [27][146/553] Time 2.477 Data 0.001 Err 0.7302 top1 16.406 top5 6.250 | Epoch: [27][147/553] Time 2.475 Data 0.001 Err 0.9072 top1 26.562 top5 10.938 | Epoch: [27][148/553] Time 2.457 Data 0.001 Err 0.6126 top1 17.188 top5 3.906 | Epoch: [27][149/553] Time 2.450 Data 0.001 Err 0.6133 top1 17.969 top5 3.906 | Epoch: [27][150/553] Time 2.519 Data 0.001 Err 0.5817 top1 16.406 top5 4.688 | Epoch: [27][151/553] Time 2.468 Data 0.001 Err 0.7711 top1 21.875 top5 7.812 | Epoch: [27][152/553] Time 2.454 Data 0.001 Err 0.5860 top1 20.312 top5 6.250 | Epoch: [27][153/553] Time 2.438 Data 0.001 Err 0.5785 top1 13.281 top5 4.688 | Epoch: [27][154/553] Time 2.470 Data 0.005 Err 0.8097 top1 24.219 top5 7.031 | Epoch: [27][155/553] Time 2.466 Data 0.001 Err 0.8805 top1 27.344 top5 7.031 | Epoch: [27][156/553] Time 2.500 Data 0.001 Err 0.8011 top1 21.875 top5 8.594 | Epoch: [27][157/553] Time 2.470 Data 0.001 Err 0.6669 top1 20.312 top5 5.469 | Epoch: [27][158/553] Time 2.515 Data 0.001 Err 0.6742 top1 17.188 top5 9.375 | Epoch: [27][159/553] Time 2.480 Data 0.001 Err 0.5842 top1 15.625 top5 3.125 | Epoch: [27][160/553] Time 2.487 Data 0.001 Err 0.6717 top1 17.969 top5 4.688 | Epoch: [27][161/553] Time 2.430 Data 0.001 Err 0.8137 top1 20.312 top5 9.375 | Epoch: [27][162/553] Time 2.472 Data 0.001 Err 0.8628 top1 21.875 top5 8.594 | Epoch: [27][163/553] Time 2.440 Data 0.001 Err 0.6605 top1 16.406 top5 5.469 | Epoch: [27][164/553] Time 2.488 Data 0.001 Err 0.9518 top1 22.656 top5 9.375 | Epoch: [27][165/553] Time 2.436 Data 0.001 Err 0.5857 top1 14.844 top5 5.469 | Epoch: [27][166/553] Time 2.508 Data 0.000 Err 0.6830 top1 18.750 top5 6.250 | Epoch: [27][167/553] Time 2.441 Data 0.001 Err 0.6054 top1 15.625 top5 2.344 | Epoch: [27][168/553] Time 2.451 Data 0.001 Err 0.6724 top1 21.094 top5 3.125 | Epoch: [27][169/553] Time 2.449 Data 0.001 Err 0.6522 top1 18.750 top5 3.906 | Epoch: [27][170/553] Time 2.482 Data 0.001 Err 0.7580 top1 24.219 top5 3.125 | Epoch: [27][171/553] Time 2.465 Data 0.001 Err 0.8343 top1 22.656 top5 7.812 | Epoch: [27][172/553] Time 2.441 Data 0.001 Err 0.7604 top1 24.219 top5 4.688 | Epoch: [27][173/553] Time 2.440 Data 0.002 Err 0.7803 top1 22.656 top5 4.688 | Epoch: [27][174/553] Time 2.446 Data 0.000 Err 0.5688 top1 14.062 top5 7.812 | Epoch: [27][175/553] Time 2.448 Data 0.001 Err 0.5277 top1 13.281 top5 5.469 | Epoch: [27][176/553] Time 2.443 Data 0.001 Err 0.7449 top1 20.312 top5 7.812 | Epoch: [27][177/553] Time 2.444 Data 0.001 Err 0.6180 top1 18.750 top5 3.906 | Epoch: [27][178/553] Time 2.488 Data 0.001 Err 0.8354 top1 19.531 top5 7.031 | Epoch: [27][179/553] Time 2.445 Data 0.001 Err 0.8455 top1 21.875 top5 6.250 | Epoch: [27][180/553] Time 2.470 Data 0.001 Err 0.5596 top1 17.188 top5 4.688 | Epoch: [27][181/553] Time 2.441 Data 0.001 Err 0.6922 top1 18.750 top5 5.469 | Epoch: [27][182/553] Time 2.472 Data 0.001 Err 0.7551 top1 21.094 top5 8.594 | Epoch: [27][183/553] Time 2.487 Data 0.001 Err 0.4647 top1 15.625 top5 2.344 | Epoch: [27][184/553] Time 2.449 Data 0.001 Err 0.9063 top1 25.781 top5 6.250 | Epoch: [27][185/553] Time 2.439 Data 0.001 Err 0.6457 top1 17.969 top5 5.469 | Epoch: [27][186/553] Time 2.476 Data 0.001 Err 0.6919 top1 18.750 top5 3.906 | Epoch: [27][187/553] Time 2.453 Data 0.000 Err 0.6634 top1 17.188 top5 3.906 | Epoch: [27][188/553] Time 2.481 Data 0.001 Err 0.7500 top1 22.656 top5 7.031 | Epoch: [27][189/553] Time 2.446 Data 0.001 Err 0.5734 top1 18.750 top5 3.906 | Epoch: [27][190/553] Time 2.470 Data 0.001 Err 0.6304 top1 13.281 top5 5.469 | Epoch: [27][191/553] Time 2.440 Data 0.001 Err 0.6018 top1 17.969 top5 6.250 | Epoch: [27][192/553] Time 2.489 Data 0.002 Err 0.6775 top1 17.188 top5 5.469 | Epoch: [27][193/553] Time 2.438 Data 0.001 Err 0.7930 top1 24.219 top5 4.688 | Epoch: [27][194/553] Time 2.519 Data 0.001 Err 0.7511 top1 19.531 top5 5.469 | Epoch: [27][195/553] Time 2.442 Data 0.001 Err 0.6976 top1 19.531 top5 7.031 | Epoch: [27][196/553] Time 2.447 Data 0.001 Err 0.5598 top1 13.281 top5 3.906 | Epoch: [27][197/553] Time 2.447 Data 0.001 Err 0.7164 top1 19.531 top5 7.812 | Epoch: [27][198/553] Time 2.468 Data 0.001 Err 0.8422 top1 21.875 top5 7.812 | Epoch: [27][199/553] Time 2.440 Data 0.001 Err 0.8555 top1 22.656 top5 7.812 | Epoch: [27][200/553] Time 2.443 Data 0.001 Err 0.6154 top1 15.625 top5 5.469 | Epoch: [27][201/553] Time 2.440 Data 0.001 Err 0.8182 top1 23.438 top5 3.906 | Epoch: [27][202/553] Time 2.450 Data 0.001 Err 0.8330 top1 18.750 top5 8.594 | Epoch: [27][203/553] Time 2.505 Data 0.001 Err 0.6897 top1 17.969 top5 7.031 | Epoch: [27][204/553] Time 2.466 Data 0.001 Err 0.8392 top1 21.875 top5 6.250 | Epoch: [27][205/553] Time 2.484 Data 0.001 Err 0.4002 top1 10.156 top5 2.344 | Epoch: [27][206/553] Time 2.444 Data 0.001 Err 0.7541 top1 19.531 top5 7.031 | Epoch: [27][207/553] Time 2.449 Data 0.001 Err 0.8551 top1 21.875 top5 7.812 | Epoch: [27][208/553] Time 2.480 Data 0.001 Err 0.9374 top1 25.000 top5 10.938 | Epoch: [27][209/553] Time 2.474 Data 0.001 Err 0.6304 top1 22.656 top5 3.906 | Epoch: [27][210/553] Time 2.454 Data 0.001 Err 0.7567 top1 18.750 top5 6.250 | Epoch: [27][211/553] Time 2.446 Data 0.002 Err 0.5336 top1 16.406 top5 2.344 | Epoch: [27][212/553] Time 2.478 Data 0.001 Err 0.8206 top1 21.875 top5 8.594 | Epoch: [27][213/553] Time 2.485 Data 0.001 Err 0.8465 top1 21.875 top5 4.688 | Epoch: [27][214/553] Time 2.512 Data 0.001 Err 0.6396 top1 19.531 top5 5.469 | Epoch: [27][215/553] Time 2.481 Data 0.001 Err 0.5372 top1 16.406 top5 3.906 | Epoch: [27][216/553] Time 2.451 Data 0.001 Err 0.8199 top1 25.000 top5 6.250 | Epoch: [27][217/553] Time 2.438 Data 0.001 Err 0.8887 top1 23.438 top5 5.469 | Epoch: [27][218/553] Time 2.505 Data 0.001 Err 0.6680 top1 15.625 top5 3.125 | Epoch: [27][219/553] Time 2.498 Data 0.001 Err 0.6686 top1 17.188 top5 6.250 | Epoch: [27][220/553] Time 2.451 Data 0.001 Err 0.8584 top1 24.219 top5 7.812 | Epoch: [27][221/553] Time 2.468 Data 0.001 Err 0.8814 top1 25.781 top5 8.594 | Epoch: [27][222/553] Time 2.442 Data 0.001 Err 0.5432 top1 14.844 top5 3.906 | Epoch: [27][223/553] Time 2.447 Data 0.001 Err 0.8397 top1 21.094 top5 7.812 | Epoch: [27][224/553] Time 2.474 Data 0.001 Err 0.5183 top1 17.969 top5 2.344 | Epoch: [27][225/553] Time 2.440 Data 0.000 Err 0.7596 top1 22.656 top5 5.469 | Epoch: [27][226/553] Time 2.469 Data 0.001 Err 0.5796 top1 15.625 top5 4.688 | Epoch: [27][227/553] Time 2.447 Data 0.001 Err 0.6779 top1 15.625 top5 5.469 | Epoch: [27][228/553] Time 2.519 Data 0.001 Err 0.5812 top1 17.188 top5 4.688 | Epoch: [27][229/553] Time 2.449 Data 0.001 Err 0.7694 top1 21.094 top5 5.469 | Epoch: [27][230/553] Time 2.510 Data 0.003 Err 0.8568 top1 19.531 top5 5.469 | Epoch: [27][231/553] Time 2.452 Data 0.001 Err 0.8054 top1 21.094 top5 7.812 | Epoch: [27][232/553] Time 2.435 Data 0.001 Err 0.6239 top1 16.406 top5 4.688 | Epoch: [27][233/553] Time 2.445 Data 0.001 Err 0.6524 top1 15.625 top5 5.469 | Epoch: [27][234/553] Time 2.440 Data 0.001 Err 0.8172 top1 23.438 top5 2.344 | Epoch: [27][235/553] Time 2.515 Data 0.001 Err 0.7980 top1 20.312 top5 9.375 | Epoch: [27][236/553] Time 2.516 Data 0.001 Err 0.7909 top1 25.000 top5 4.688 | Epoch: [27][237/553] Time 2.446 Data 0.001 Err 0.8137 top1 20.312 top5 7.031 | Epoch: [27][238/553] Time 2.471 Data 0.001 Err 0.5030 top1 13.281 top5 4.688 | Epoch: [27][239/553] Time 2.468 Data 0.001 Err 0.6462 top1 17.969 top5 3.125 | Epoch: [27][240/553] Time 2.443 Data 0.001 Err 0.5993 top1 14.844 top5 5.469 | Epoch: [27][241/553] Time 2.436 Data 0.001 Err 0.6191 top1 19.531 top5 5.469 | Epoch: [27][242/553] Time 2.446 Data 0.001 Err 0.7343 top1 21.094 top5 7.812 | Epoch: [27][243/553] Time 2.514 Data 0.001 Err 0.5586 top1 14.844 top5 3.125 | Epoch: [27][244/553] Time 2.449 Data 0.000 Err 0.8734 top1 23.438 top5 11.719 | Epoch: [27][245/553] Time 2.440 Data 0.001 Err 0.6111 top1 15.625 top5 3.125 | Epoch: [27][246/553] Time 2.443 Data 0.001 Err 0.6828 top1 16.406 top5 4.688 | Epoch: [27][247/553] Time 2.476 Data 0.001 Err 0.8673 top1 21.094 top5 7.812 | Epoch: [27][248/553] Time 2.469 Data 0.001 Err 0.6307 top1 14.844 top5 5.469 | Epoch: [27][249/553] Time 2.447 Data 0.001 Err 0.7602 top1 22.656 top5 4.688 | Epoch: [27][250/553] Time 2.464 Data 0.001 Err 0.7659 top1 18.750 top5 7.031 | Epoch: [27][251/553] Time 2.443 Data 0.001 Err 0.7123 top1 14.844 top5 8.594 | Epoch: [27][252/553] Time 2.437 Data 0.001 Err 0.9202 top1 21.094 top5 7.031 | Epoch: [27][253/553] Time 2.448 Data 0.001 Err 0.8959 top1 21.875 top5 9.375 | Epoch: [27][254/553] Time 2.473 Data 0.000 Err 0.5607 top1 17.188 top5 2.344 | Epoch: [27][255/553] Time 2.452 Data 0.001 Err 0.8614 top1 24.219 top5 8.594 | Epoch: [27][256/553] Time 2.441 Data 0.001 Err 0.7489 top1 21.875 top5 7.812 | Epoch: [27][257/553] Time 2.471 Data 0.001 Err 0.5167 top1 12.500 top5 3.125 | Epoch: [27][258/553] Time 2.445 Data 0.001 Err 0.7168 top1 17.969 top5 4.688 | Epoch: [27][259/553] Time 2.468 Data 0.001 Err 0.8718 top1 23.438 top5 8.594 | Epoch: [27][260/553] Time 2.433 Data 0.001 Err 1.1354 top1 28.125 top5 13.281 | Epoch: [27][261/553] Time 2.446 Data 0.001 Err 0.7430 top1 19.531 top5 3.906 | Epoch: [27][262/553] Time 2.446 Data 0.001 Err 0.8692 top1 22.656 top5 10.938 | Epoch: [27][263/553] Time 2.440 Data 0.001 Err 0.7180 top1 21.094 top5 7.031 | Epoch: [27][264/553] Time 2.479 Data 0.001 Err 0.4976 top1 10.156 top5 3.906 | Epoch: [27][265/553] Time 2.445 Data 0.001 Err 0.6944 top1 15.625 top5 7.031 | Epoch: [27][266/553] Time 2.473 Data 0.001 Err 0.7855 top1 20.312 top5 7.812 | Epoch: [27][267/553] Time 2.456 Data 0.001 Err 0.4777 top1 13.281 top5 3.125 | Epoch: [27][268/553] Time 2.475 Data 0.002 Err 0.8255 top1 21.094 top5 6.250 | Epoch: [27][269/553] Time 2.438 Data 0.001 Err 0.6173 top1 17.188 top5 3.125 | Epoch: [27][270/553] Time 2.442 Data 0.001 Err 0.7139 top1 17.188 top5 5.469 | Epoch: [27][271/553] Time 2.464 Data 0.000 Err 0.6065 top1 17.188 top5 3.906 | Epoch: [27][272/553] Time 2.490 Data 0.001 Err 0.6655 top1 15.625 top5 5.469 | Epoch: [27][273/553] Time 2.462 Data 0.001 Err 0.7636 top1 23.438 top5 3.906 | Epoch: [27][274/553] Time 2.480 Data 0.001 Err 0.7200 top1 21.875 top5 5.469 | Epoch: [27][275/553] Time 2.439 Data 0.001 Err 0.7248 top1 19.531 top5 5.469 | Epoch: [27][276/553] Time 2.483 Data 0.001 Err 0.7307 top1 19.531 top5 4.688 | Epoch: [27][277/553] Time 2.478 Data 0.001 Err 0.5952 top1 17.969 top5 6.250 | Epoch: [27][278/553] Time 2.456 Data 0.001 Err 0.7088 top1 21.094 top5 4.688 | Epoch: [27][279/553] Time 2.479 Data 0.001 Err 0.6333 top1 16.406 top5 4.688 | Epoch: [27][280/553] Time 2.478 Data 0.001 Err 0.7015 top1 21.875 top5 3.906 | Epoch: [27][281/553] Time 2.468 Data 0.001 Err 0.7485 top1 19.531 top5 4.688 | Epoch: [27][282/553] Time 2.480 Data 0.001 Err 0.5781 top1 14.062 top5 6.250 | Epoch: [27][283/553] Time 2.495 Data 0.001 Err 0.7836 top1 21.094 top5 6.250 | Epoch: [27][284/553] Time 2.443 Data 0.000 Err 0.6879 top1 20.312 top5 4.688 | Epoch: [27][285/553] Time 2.486 Data 0.001 Err 0.7471 top1 19.531 top5 3.906 | Epoch: [27][286/553] Time 2.455 Data 0.001 Err 0.6849 top1 23.438 top5 4.688 | Epoch: [27][287/553] Time 2.485 Data 0.005 Err 0.8351 top1 23.438 top5 7.812 | Epoch: [27][288/553] Time 2.436 Data 0.001 Err 0.7090 top1 14.062 top5 6.250 | Epoch: [27][289/553] Time 2.469 Data 0.001 Err 0.7901 top1 25.781 top5 6.250 | Epoch: [27][290/553] Time 2.521 Data 0.001 Err 0.5970 top1 17.188 top5 4.688 | Epoch: [27][291/553] Time 2.465 Data 0.001 Err 1.0566 top1 21.875 top5 10.938 | Epoch: [27][292/553] Time 2.467 Data 0.001 Err 0.8222 top1 25.000 top5 6.250 | Epoch: [27][293/553] Time 2.439 Data 0.001 Err 0.7947 top1 24.219 top5 2.344 | Epoch: [27][294/553] Time 2.469 Data 0.001 Err 0.8814 top1 24.219 top5 5.469 | Epoch: [27][295/553] Time 2.460 Data 0.001 Err 0.7448 top1 18.750 top5 7.031 | Epoch: [27][296/553] Time 2.464 Data 0.001 Err 0.6621 top1 18.750 top5 3.906 | Epoch: [27][297/553] Time 2.488 Data 0.001 Err 0.7721 top1 20.312 top5 8.594 | Epoch: [27][298/553] Time 2.450 Data 0.001 Err 0.6243 top1 17.969 top5 4.688 | Epoch: [27][299/553] Time 2.437 Data 0.001 Err 0.5840 top1 13.281 top5 3.906 | Epoch: [27][300/553] Time 2.436 Data 0.001 Err 0.6433 top1 17.188 top5 4.688 | Epoch: [27][301/553] Time 2.443 Data 0.001 Err 0.7007 top1 15.625 top5 7.031 | Epoch: [27][302/553] Time 2.445 Data 0.001 Err 0.6973 top1 21.094 top5 5.469 | Epoch: [27][303/553] Time 2.464 Data 0.001 Err 0.7265 top1 18.750 top5 6.250 | Epoch: [27][304/553] Time 2.476 Data 0.001 Err 0.7741 top1 18.750 top5 6.250 | Epoch: [27][305/553] Time 2.443 Data 0.001 Err 0.8176 top1 21.094 top5 6.250 | Epoch: [27][306/553] Time 2.467 Data 0.002 Err 0.7356 top1 18.750 top5 6.250 | Epoch: [27][307/553] Time 2.446 Data 0.001 Err 0.6202 top1 15.625 top5 6.250 | Epoch: [27][308/553] Time 2.433 Data 0.001 Err 0.7701 top1 19.531 top5 4.688 | Epoch: [27][309/553] Time 2.462 Data 0.001 Err 0.7119 top1 21.094 top5 4.688 | Epoch: [27][310/553] Time 2.437 Data 0.001 Err 0.6739 top1 18.750 top5 3.906 | Epoch: [27][311/553] Time 2.444 Data 0.001 Err 0.6168 top1 15.625 top5 4.688 | Epoch: [27][312/553] Time 2.457 Data 0.001 Err 0.5648 top1 18.750 top5 2.344 | Epoch: [27][313/553] Time 2.459 Data 0.001 Err 0.9170 top1 28.906 top5 6.250 | Epoch: [27][314/553] Time 2.443 Data 0.001 Err 0.8021 top1 20.312 top5 7.812 | Epoch: [27][315/553] Time 2.466 Data 0.001 Err 0.7760 top1 19.531 top5 9.375 | Epoch: [27][316/553] Time 2.442 Data 0.001 Err 0.7909 top1 17.969 top5 7.031 | Epoch: [27][317/553] Time 2.435 Data 0.001 Err 0.8433 top1 23.438 top5 7.812 | Epoch: [27][318/553] Time 2.442 Data 0.001 Err 0.6898 top1 18.750 top5 5.469 | Epoch: [27][319/553] Time 2.494 Data 0.001 Err 0.7981 top1 21.875 top5 7.812 | Epoch: [27][320/553] Time 2.479 Data 0.001 Err 0.9572 top1 20.312 top5 10.156 | Epoch: [27][321/553] Time 2.477 Data 0.001 Err 0.8393 top1 24.219 top5 7.812 | Epoch: [27][322/553] Time 2.437 Data 0.001 Err 0.6091 top1 18.750 top5 3.906 | Epoch: [27][323/553] Time 2.482 Data 0.001 Err 0.7085 top1 21.875 top5 3.906 | Epoch: [27][324/553] Time 2.435 Data 0.001 Err 0.5458 top1 14.062 top5 3.906 | Epoch: [27][325/553] Time 2.439 Data 0.001 Err 0.7957 top1 25.000 top5 5.469 | Epoch: [27][326/553] Time 2.440 Data 0.001 Err 0.6128 top1 16.406 top5 2.344 | Epoch: [27][327/553] Time 2.473 Data 0.001 Err 0.7143 top1 17.188 top5 3.906 | Epoch: [27][328/553] Time 2.439 Data 0.001 Err 0.6807 top1 19.531 top5 4.688 | Epoch: [27][329/553] Time 2.441 Data 0.001 Err 0.6767 top1 19.531 top5 7.031 | Epoch: [27][330/553] Time 2.443 Data 0.001 Err 0.8912 top1 23.438 top5 5.469 | Epoch: [27][331/553] Time 2.440 Data 0.001 Err 0.7772 top1 21.094 top5 6.250 | Epoch: [27][332/553] Time 2.436 Data 0.001 Err 0.6412 top1 14.062 top5 4.688 | Epoch: [27][333/553] Time 2.450 Data 0.001 Err 0.5779 top1 15.625 top5 5.469 | Epoch: [27][334/553] Time 2.463 Data 0.001 Err 0.7878 top1 20.312 top5 8.594 | Epoch: [27][335/553] Time 2.491 Data 0.001 Err 0.8186 top1 25.781 top5 8.594 | Epoch: [27][336/553] Time 2.446 Data 0.001 Err 0.7508 top1 18.750 top5 5.469 | Epoch: [27][337/553] Time 2.507 Data 0.001 Err 0.6115 top1 14.844 top5 7.031 | Epoch: [27][338/553] Time 2.462 Data 0.001 Err 0.6845 top1 17.969 top5 9.375 | Epoch: [27][339/553] Time 2.429 Data 0.001 Err 0.8042 top1 21.094 top5 7.031 | Epoch: [27][340/553] Time 2.441 Data 0.001 Err 0.7453 top1 22.656 top5 5.469 | Epoch: [27][341/553] Time 2.474 Data 0.001 Err 0.6540 top1 19.531 top5 6.250 | Epoch: [27][342/553] Time 2.471 Data 0.001 Err 0.7616 top1 18.750 top5 7.812 | Epoch: [27][343/553] Time 2.459 Data 0.001 Err 0.7193 top1 21.875 top5 6.250 | Epoch: [27][344/553] Time 2.438 Data 0.002 Err 0.8348 top1 26.562 top5 5.469 | Epoch: [27][345/553] Time 2.444 Data 0.000 Err 0.8243 top1 23.438 top5 6.250 | Epoch: [27][346/553] Time 2.455 Data 0.001 Err 0.4950 top1 11.719 top5 1.562 | Epoch: [27][347/553] Time 2.452 Data 0.001 Err 0.7248 top1 21.094 top5 1.562 | Epoch: [27][348/553] Time 2.443 Data 0.000 Err 0.6474 top1 16.406 top5 4.688 | Epoch: [27][349/553] Time 2.433 Data 0.001 Err 0.5827 top1 15.625 top5 4.688 | Epoch: [27][350/553] Time 2.473 Data 0.001 Err 0.6560 top1 16.406 top5 4.688 | Epoch: [27][351/553] Time 2.446 Data 0.001 Err 0.8057 top1 19.531 top5 7.031 | Epoch: [27][352/553] Time 2.438 Data 0.001 Err 0.7063 top1 21.875 top5 5.469 | Epoch: [27][353/553] Time 2.501 Data 0.001 Err 0.6716 top1 17.188 top5 7.031 | Epoch: [27][354/553] Time 2.468 Data 0.001 Err 0.5855 top1 14.062 top5 6.250 | Epoch: [27][355/553] Time 2.482 Data 0.001 Err 0.8406 top1 20.312 top5 7.812 | Epoch: [27][356/553] Time 2.441 Data 0.001 Err 0.8308 top1 21.875 top5 9.375 | Epoch: [27][357/553] Time 2.463 Data 0.001 Err 0.7405 top1 21.875 top5 4.688 | Epoch: [27][358/553] Time 2.458 Data 0.001 Err 0.6679 top1 15.625 top5 4.688 | Epoch: [27][359/553] Time 2.438 Data 0.001 Err 0.7388 top1 21.875 top5 7.031 | Epoch: [27][360/553] Time 2.444 Data 0.001 Err 0.6196 top1 21.094 top5 3.125 | Epoch: [27][361/553] Time 2.508 Data 0.001 Err 0.5277 top1 17.188 top5 3.906 | Epoch: [27][362/553] Time 2.511 Data 0.001 Err 0.8461 top1 24.219 top5 6.250 | Epoch: [27][363/553] Time 2.492 Data 0.001 Err 0.5516 top1 14.844 top5 3.906 | Epoch: [27][364/553] Time 2.475 Data 0.001 Err 0.7016 top1 18.750 top5 6.250 | Epoch: [27][365/553] Time 2.435 Data 0.000 Err 0.6926 top1 16.406 top5 3.906 | Epoch: [27][366/553] Time 2.471 Data 0.001 Err 0.7697 top1 18.750 top5 8.594 | Epoch: [27][367/553] Time 2.436 Data 0.001 Err 0.8453 top1 20.312 top5 6.250 | Epoch: [27][368/553] Time 2.437 Data 0.000 Err 0.9696 top1 25.781 top5 7.031 | Epoch: [27][369/553] Time 2.496 Data 0.001 Err 0.7309 top1 21.094 top5 6.250 | Epoch: [27][370/553] Time 2.428 Data 0.001 Err 0.8808 top1 28.125 top5 5.469 | Epoch: [27][371/553] Time 2.461 Data 0.001 Err 0.6862 top1 21.094 top5 4.688 | Epoch: [27][372/553] Time 2.443 Data 0.001 Err 0.7138 top1 21.875 top5 5.469 | Epoch: [27][373/553] Time 2.453 Data 0.001 Err 0.4550 top1 13.281 top5 3.125 | Epoch: [27][374/553] Time 2.443 Data 0.001 Err 0.7706 top1 19.531 top5 7.031 | Epoch: [27][375/553] Time 2.437 Data 0.000 Err 0.6909 top1 17.969 top5 7.031 | Epoch: [27][376/553] Time 2.439 Data 0.001 Err 0.8121 top1 21.094 top5 6.250 | Epoch: [27][377/553] Time 2.447 Data 0.001 Err 0.4612 top1 10.938 top5 3.125 | Epoch: [27][378/553] Time 2.442 Data 0.001 Err 0.8026 top1 21.875 top5 7.812 | Epoch: [27][379/553] Time 2.505 Data 0.001 Err 0.6673 top1 17.969 top5 4.688 | Epoch: [27][380/553] Time 2.442 Data 0.001 Err 0.7813 top1 21.094 top5 7.031 | Epoch: [27][381/553] Time 2.450 Data 0.001 Err 0.9448 top1 28.125 top5 4.688 | Epoch: [27][382/553] Time 2.452 Data 0.001 Err 0.9392 top1 22.656 top5 9.375 | Epoch: [27][383/553] Time 2.475 Data 0.001 Err 0.8974 top1 24.219 top5 9.375 | Epoch: [27][384/553] Time 2.443 Data 0.001 Err 0.6496 top1 19.531 top5 6.250 | Epoch: [27][385/553] Time 2.443 Data 0.001 Err 0.9259 top1 25.781 top5 9.375 | Epoch: [27][386/553] Time 2.444 Data 0.001 Err 0.5922 top1 16.406 top5 4.688 | Epoch: [27][387/553] Time 2.437 Data 0.001 Err 0.6801 top1 20.312 top5 6.250 | Epoch: [27][388/553] Time 2.446 Data 0.001 Err 0.8288 top1 23.438 top5 7.031 | Epoch: [27][389/553] Time 2.439 Data 0.001 Err 0.8584 top1 20.312 top5 7.031 | Epoch: [27][390/553] Time 2.456 Data 0.001 Err 0.5681 top1 18.750 top5 2.344 | Epoch: [27][391/553] Time 2.452 Data 0.001 Err 0.6818 top1 17.188 top5 5.469 | Epoch: [27][392/553] Time 2.469 Data 0.001 Err 0.6694 top1 19.531 top5 3.906 | Epoch: [27][393/553] Time 2.434 Data 0.001 Err 0.4934 top1 11.719 top5 2.344 | Epoch: [27][394/553] Time 2.464 Data 0.001 Err 0.6471 top1 19.531 top5 4.688 | Epoch: [27][395/553] Time 2.435 Data 0.000 Err 0.6089 top1 16.406 top5 5.469 | Epoch: [27][396/553] Time 2.436 Data 0.001 Err 0.7924 top1 24.219 top5 4.688 | Epoch: [27][397/553] Time 2.443 Data 0.001 Err 0.7175 top1 16.406 top5 5.469 | Epoch: [27][398/553] Time 2.441 Data 0.001 Err 0.7516 top1 22.656 top5 6.250 | Epoch: [27][399/553] Time 2.465 Data 0.001 Err 0.7297 top1 17.188 top5 7.812 | Epoch: [27][400/553] Time 2.448 Data 0.001 Err 0.5361 top1 17.188 top5 4.688 | Epoch: [27][401/553] Time 2.446 Data 0.001 Err 0.8230 top1 25.781 top5 3.906 | Epoch: [27][402/553] Time 2.450 Data 0.001 Err 0.7911 top1 17.969 top5 7.812 | Epoch: [27][403/553] Time 2.432 Data 0.001 Err 0.9210 top1 27.344 top5 8.594 | Epoch: [27][404/553] Time 2.436 Data 0.001 Err 0.6827 top1 18.750 top5 5.469 | Epoch: [27][405/553] Time 2.435 Data 0.001 Err 0.8790 top1 24.219 top5 8.594 | Epoch: [27][406/553] Time 2.456 Data 0.001 Err 0.7314 top1 25.000 top5 3.125 | Epoch: [27][407/553] Time 2.476 Data 0.001 Err 0.7579 top1 20.312 top5 5.469 | Epoch: [27][408/553] Time 2.477 Data 0.001 Err 0.6843 top1 21.094 top5 3.125 | Epoch: [27][409/553] Time 2.452 Data 0.001 Err 0.5553 top1 15.625 top5 3.906 | Epoch: [27][410/553] Time 2.448 Data 0.001 Err 0.7699 top1 19.531 top5 9.375 | Epoch: [27][411/553] Time 2.445 Data 0.001 Err 0.9517 top1 22.656 top5 9.375 | Epoch: [27][412/553] Time 2.506 Data 0.001 Err 0.5780 top1 14.844 top5 4.688 | Epoch: [27][413/553] Time 2.434 Data 0.000 Err 0.7094 top1 17.188 top5 7.812 | Epoch: [27][414/553] Time 2.436 Data 0.001 Err 0.7206 top1 21.875 top5 3.906 | Epoch: [27][415/553] Time 2.475 Data 0.001 Err 0.9238 top1 22.656 top5 5.469 | Epoch: [27][416/553] Time 2.508 Data 0.001 Err 0.5238 top1 14.844 top5 3.125 | Epoch: [27][417/553] Time 2.441 Data 0.001 Err 0.7465 top1 19.531 top5 9.375 | Epoch: [27][418/553] Time 2.495 Data 0.001 Err 0.8474 top1 20.312 top5 8.594 | Epoch: [27][419/553] Time 2.438 Data 0.001 Err 0.7231 top1 21.094 top5 7.812 | Epoch: [27][420/553] Time 2.470 Data 0.002 Err 0.6627 top1 18.750 top5 3.906 | Epoch: [27][421/553] Time 2.458 Data 0.001 Err 0.5320 top1 13.281 top5 3.906 | Epoch: [27][422/553] Time 2.509 Data 0.001 Err 0.6872 top1 17.188 top5 6.250 | Epoch: [27][423/553] Time 2.461 Data 0.001 Err 0.7780 top1 21.875 top5 6.250 | Epoch: [27][424/553] Time 2.447 Data 0.001 Err 0.5242 top1 14.062 top5 2.344 | Epoch: [27][425/553] Time 2.439 Data 0.001 Err 0.6564 top1 15.625 top5 6.250 | Epoch: [27][426/553] Time 2.436 Data 0.001 Err 0.8028 top1 21.094 top5 5.469 | Epoch: [27][427/553] Time 2.466 Data 0.001 Err 0.9394 top1 26.562 top5 9.375 | Epoch: [27][428/553] Time 2.471 Data 0.001 Err 0.6505 top1 16.406 top5 4.688 | Epoch: [27][429/553] Time 2.467 Data 0.001 Err 0.8961 top1 22.656 top5 10.156 | Epoch: [27][430/553] Time 2.439 Data 0.001 Err 0.7185 top1 21.094 top5 7.031 | Epoch: [27][431/553] Time 2.463 Data 0.001 Err 0.7178 top1 21.875 top5 3.906 | Epoch: [27][432/553] Time 2.442 Data 0.001 Err 0.7981 top1 21.094 top5 5.469 | Epoch: [27][433/553] Time 2.440 Data 0.001 Err 0.6567 top1 18.750 top5 5.469 | Epoch: [27][434/553] Time 2.455 Data 0.001 Err 0.7678 top1 21.875 top5 3.125 | Epoch: [27][435/553] Time 2.466 Data 0.001 Err 0.8837 top1 24.219 top5 7.812 | Epoch: [27][436/553] Time 2.500 Data 0.001 Err 0.6613 top1 17.188 top5 4.688 | Epoch: [27][437/553] Time 2.443 Data 0.001 Err 0.7852 top1 19.531 top5 7.812 | Epoch: [27][438/553] Time 2.444 Data 0.001 Err 0.7703 top1 17.188 top5 4.688 | Epoch: [27][439/553] Time 2.433 Data 0.001 Err 0.6252 top1 17.188 top5 4.688 | Epoch: [27][440/553] Time 2.437 Data 0.001 Err 0.8145 top1 21.094 top5 8.594 | Epoch: [27][441/553] Time 2.470 Data 0.001 Err 0.7928 top1 22.656 top5 6.250 | Epoch: [27][442/553] Time 2.462 Data 0.000 Err 0.6607 top1 20.312 top5 5.469 | Epoch: [27][443/553] Time 2.433 Data 0.000 Err 0.8818 top1 25.781 top5 10.938 | Epoch: [27][444/553] Time 2.445 Data 0.001 Err 0.6743 top1 19.531 top5 3.906 | Epoch: [27][445/553] Time 2.469 Data 0.001 Err 0.6241 top1 17.969 top5 3.125 | Epoch: [27][446/553] Time 2.467 Data 0.001 Err 0.9334 top1 25.000 top5 8.594 | Epoch: [27][447/553] Time 2.437 Data 0.001 Err 0.6655 top1 23.438 top5 4.688 | Epoch: [27][448/553] Time 2.460 Data 0.001 Err 0.8972 top1 20.312 top5 10.156 | Epoch: [27][449/553] Time 2.510 Data 0.001 Err 0.6126 top1 18.750 top5 3.906 | Epoch: [27][450/553] Time 2.442 Data 0.001 Err 0.7095 top1 17.969 top5 6.250 | Epoch: [27][451/553] Time 2.433 Data 0.001 Err 0.9159 top1 22.656 top5 8.594 | Epoch: [27][452/553] Time 2.460 Data 0.000 Err 0.6080 top1 19.531 top5 5.469 | Epoch: [27][453/553] Time 2.482 Data 0.001 Err 0.7333 top1 24.219 top5 7.031 | Epoch: [27][454/553] Time 2.438 Data 0.001 Err 0.7680 top1 17.969 top5 7.812 | Epoch: [27][455/553] Time 2.472 Data 0.001 Err 0.8384 top1 25.781 top5 6.250 | Epoch: [27][456/553] Time 2.507 Data 0.001 Err 0.6855 top1 17.969 top5 3.125 | Epoch: [27][457/553] Time 2.512 Data 0.001 Err 0.8302 top1 19.531 top5 7.031 | Epoch: [27][458/553] Time 2.443 Data 0.001 Err 0.8529 top1 21.875 top5 4.688 | Epoch: [27][459/553] Time 2.469 Data 0.001 Err 0.7992 top1 23.438 top5 4.688 | Epoch: [27][460/553] Time 2.464 Data 0.001 Err 0.9295 top1 23.438 top5 8.594 | Epoch: [27][461/553] Time 2.437 Data 0.001 Err 0.5644 top1 17.188 top5 5.469 | Epoch: [27][462/553] Time 2.438 Data 0.001 Err 0.7495 top1 22.656 top5 5.469 | Epoch: [27][463/553] Time 2.478 Data 0.001 Err 0.5221 top1 15.625 top5 3.125 | Epoch: [27][464/553] Time 2.449 Data 0.001 Err 0.7014 top1 19.531 top5 5.469 | Epoch: [27][465/553] Time 2.439 Data 0.001 Err 0.8900 top1 26.562 top5 7.812 | Epoch: [27][466/553] Time 2.440 Data 0.001 Err 0.7979 top1 22.656 top5 7.812 | Epoch: [27][467/553] Time 2.467 Data 0.001 Err 0.7652 top1 22.656 top5 7.812 | Epoch: [27][468/553] Time 2.439 Data 0.001 Err 0.5845 top1 16.406 top5 3.906 | Epoch: [27][469/553] Time 2.456 Data 0.001 Err 0.7449 top1 23.438 top5 6.250 | Epoch: [27][470/553] Time 2.432 Data 0.001 Err 0.5667 top1 17.969 top5 3.125 | Epoch: [27][471/553] Time 2.452 Data 0.001 Err 1.0509 top1 27.344 top5 10.156 | Epoch: [27][472/553] Time 2.443 Data 0.001 Err 0.7031 top1 17.969 top5 3.125 | Epoch: [27][473/553] Time 2.439 Data 0.001 Err 0.7055 top1 18.750 top5 6.250 | Epoch: [27][474/553] Time 2.510 Data 0.001 Err 0.7056 top1 18.750 top5 4.688 | Epoch: [27][475/553] Time 2.469 Data 0.001 Err 0.8131 top1 21.875 top5 6.250 | Epoch: [27][476/553] Time 2.514 Data 0.001 Err 0.8185 top1 25.000 top5 7.031 | Epoch: [27][477/553] Time 2.506 Data 0.001 Err 0.7911 top1 22.656 top5 4.688 | Epoch: [27][478/553] Time 2.463 Data 0.001 Err 0.6338 top1 17.188 top5 7.031 | Epoch: [27][479/553] Time 2.472 Data 0.001 Err 0.9070 top1 22.656 top5 7.812 | Epoch: [27][480/553] Time 2.470 Data 0.000 Err 0.5904 top1 17.188 top5 3.906 | Epoch: [27][481/553] Time 2.462 Data 0.000 Err 0.8326 top1 18.750 top5 9.375 | Epoch: [27][482/553] Time 2.496 Data 0.000 Err 0.5685 top1 14.062 top5 3.125 | Epoch: [27][483/553] Time 2.450 Data 0.001 Err 0.8938 top1 25.000 top5 8.594 | Epoch: [27][484/553] Time 2.482 Data 0.001 Err 0.5844 top1 13.281 top5 5.469 | Epoch: [27][485/553] Time 2.449 Data 0.001 Err 0.8182 top1 20.312 top5 6.250 | Epoch: [27][486/553] Time 2.439 Data 0.001 Err 0.7201 top1 21.094 top5 5.469 | Epoch: [27][487/553] Time 2.448 Data 0.001 Err 0.8874 top1 24.219 top5 7.031 | Epoch: [27][488/553] Time 2.458 Data 0.001 Err 0.9708 top1 21.875 top5 10.156 | Epoch: [27][489/553] Time 2.456 Data 0.001 Err 0.8480 top1 20.312 top5 8.594 | Epoch: [27][490/553] Time 2.444 Data 0.001 Err 0.6859 top1 17.188 top5 7.031 | Epoch: [27][491/553] Time 2.447 Data 0.001 Err 0.7456 top1 24.219 top5 3.906 | Epoch: [27][492/553] Time 2.438 Data 0.001 Err 0.6123 top1 18.750 top5 4.688 | Epoch: [27][493/553] Time 2.470 Data 0.001 Err 0.5867 top1 18.750 top5 3.125 | Epoch: [27][494/553] Time 2.439 Data 0.001 Err 0.7363 top1 22.656 top5 6.250 | Epoch: [27][495/553] Time 2.449 Data 0.001 Err 0.6098 top1 15.625 top5 5.469 | Epoch: [27][496/553] Time 2.515 Data 0.002 Err 0.8478 top1 22.656 top5 7.031 | Epoch: [27][497/553] Time 2.472 Data 0.001 Err 0.7982 top1 20.312 top5 7.031 | Epoch: [27][498/553] Time 2.469 Data 0.001 Err 0.8010 top1 19.531 top5 8.594 | Epoch: [27][499/553] Time 2.465 Data 0.001 Err 0.6916 top1 22.656 top5 3.125 | Epoch: [27][500/553] Time 2.469 Data 0.001 Err 0.7911 top1 24.219 top5 6.250 | Epoch: [27][501/553] Time 2.443 Data 0.000 Err 0.6131 top1 18.750 top5 3.906 | Epoch: [27][502/553] Time 2.441 Data 0.001 Err 0.7816 top1 21.094 top5 7.031 | Epoch: [27][503/553] Time 2.474 Data 0.001 Err 0.7260 top1 22.656 top5 4.688 | Epoch: [27][504/553] Time 2.442 Data 0.001 Err 0.6801 top1 17.188 top5 6.250 | Epoch: [27][505/553] Time 2.440 Data 0.001 Err 0.7969 top1 21.875 top5 4.688 | Epoch: [27][506/553] Time 2.454 Data 0.001 Err 0.7356 top1 22.656 top5 7.031 | Epoch: [27][507/553] Time 2.451 Data 0.001 Err 0.4564 top1 14.062 top5 1.562 | Epoch: [27][508/553] Time 2.449 Data 0.001 Err 0.8227 top1 23.438 top5 4.688 | Epoch: [27][509/553] Time 2.494 Data 0.001 Err 0.7826 top1 21.094 top5 6.250 | Epoch: [27][510/553] Time 2.463 Data 0.001 Err 0.8338 top1 24.219 top5 6.250 | Epoch: [27][511/553] Time 2.432 Data 0.001 Err 0.8667 top1 25.000 top5 7.031 | Epoch: [27][512/553] Time 2.451 Data 0.001 Err 0.6418 top1 17.188 top5 5.469 | Epoch: [27][513/553] Time 2.478 Data 0.001 Err 0.7091 top1 19.531 top5 3.906 | Epoch: [27][514/553] Time 2.440 Data 0.001 Err 0.6650 top1 18.750 top5 5.469 | Epoch: [27][515/553] Time 2.439 Data 0.001 Err 0.6397 top1 19.531 top5 5.469 | Epoch: [27][516/553] Time 2.440 Data 0.001 Err 0.8398 top1 17.188 top5 6.250 | Epoch: [27][517/553] Time 2.455 Data 0.001 Err 0.6378 top1 18.750 top5 5.469 | Epoch: [27][518/553] Time 2.438 Data 0.001 Err 0.5728 top1 15.625 top5 5.469 | Epoch: [27][519/553] Time 2.460 Data 0.001 Err 0.8443 top1 19.531 top5 7.031 | Epoch: [27][520/553] Time 2.469 Data 0.001 Err 0.7570 top1 22.656 top5 7.031 | Epoch: [27][521/553] Time 2.441 Data 0.001 Err 0.6963 top1 17.188 top5 4.688 | Epoch: [27][522/553] Time 2.441 Data 0.001 Err 1.1155 top1 32.031 top5 10.156 | Epoch: [27][523/553] Time 2.457 Data 0.001 Err 0.7296 top1 21.875 top5 3.906 | Epoch: [27][524/553] Time 2.461 Data 0.001 Err 0.7320 top1 18.750 top5 3.906 | Epoch: [27][525/553] Time 2.460 Data 0.001 Err 0.8139 top1 23.438 top5 6.250 | Epoch: [27][526/553] Time 2.449 Data 0.001 Err 0.9818 top1 25.781 top5 8.594 | Epoch: [27][527/553] Time 2.444 Data 0.001 Err 0.7330 top1 21.875 top5 5.469 | Epoch: [27][528/553] Time 2.465 Data 0.001 Err 0.8981 top1 25.781 top5 4.688 | Epoch: [27][529/553] Time 2.471 Data 0.000 Err 0.5945 top1 14.844 top5 6.250 | Epoch: [27][530/553] Time 2.479 Data 0.001 Err 0.8990 top1 25.000 top5 12.500 | Epoch: [27][531/553] Time 2.435 Data 0.001 Err 0.9153 top1 27.344 top5 4.688 | Epoch: [27][532/553] Time 2.462 Data 0.001 Err 0.9577 top1 26.562 top5 5.469 | Epoch: [27][533/553] Time 2.474 Data 0.001 Err 0.8295 top1 22.656 top5 4.688 | Epoch: [27][534/553] Time 2.455 Data 0.001 Err 0.9130 top1 23.438 top5 8.594 | Epoch: [27][535/553] Time 2.492 Data 0.001 Err 0.6847 top1 17.188 top5 6.250 | Epoch: [27][536/553] Time 2.464 Data 0.001 Err 0.6289 top1 16.406 top5 4.688 | Epoch: [27][537/553] Time 2.452 Data 0.000 Err 0.6621 top1 17.969 top5 3.906 | Epoch: [27][538/553] Time 2.460 Data 0.001 Err 0.8503 top1 18.750 top5 5.469 | Epoch: [27][539/553] Time 2.436 Data 0.001 Err 0.7008 top1 18.750 top5 8.594 | Epoch: [27][540/553] Time 2.474 Data 0.001 Err 0.7979 top1 25.000 top5 7.031 | Epoch: [27][541/553] Time 2.473 Data 0.001 Err 0.8614 top1 25.000 top5 6.250 | Epoch: [27][542/553] Time 2.494 Data 0.001 Err 0.7890 top1 21.094 top5 6.250 | Epoch: [27][543/553] Time 2.443 Data 0.000 Err 0.8794 top1 21.094 top5 7.031 | Epoch: [27][544/553] Time 2.443 Data 0.000 Err 0.8995 top1 24.219 top5 7.031 | Epoch: [27][545/553] Time 2.452 Data 0.000 Err 0.8151 top1 21.875 top5 6.250 | Epoch: [27][546/553] Time 2.440 Data 0.000 Err 0.6152 top1 15.625 top5 3.906 | Epoch: [27][547/553] Time 2.432 Data 0.000 Err 0.8407 top1 24.219 top5 8.594 | Epoch: [27][548/553] Time 2.445 Data 0.000 Err 0.7072 top1 17.969 top5 2.344 | Epoch: [27][549/553] Time 2.441 Data 0.000 Err 0.6254 top1 18.750 top5 4.688 | Epoch: [27][550/553] Time 2.441 Data 0.000 Err 0.7071 top1 20.312 top5 7.812 | Epoch: [27][551/553] Time 2.438 Data 0.000 Err 0.6760 top1 16.406 top5 5.469 | Epoch: [27][552/553] Time 2.433 Data 0.000 Err 0.8301 top1 22.656 top5 4.688 | Epoch: [27][553/553] Time 1.028 Data 0.000 Err 0.8952 top1 34.091 top5 0.000 | Test: [27][1/198] Time 2.180 Data 1.462 top1 35.156 ( 35.156) top5 10.156 ( 10.156) | Test: [27][2/198] Time 0.723 Data 0.001 top1 27.344 ( 31.250) top5 7.812 ( 8.984) | Test: [27][3/198] Time 0.715 Data 0.000 top1 26.562 ( 29.688) top5 8.594 ( 8.854) | Test: [27][4/198] Time 0.720 Data 0.001 top1 28.125 ( 29.297) top5 3.906 ( 7.617) | Test: [27][5/198] Time 0.714 Data 0.001 top1 30.469 ( 29.531) top5 8.594 ( 7.812) | Test: [27][6/198] Time 0.717 Data 0.001 top1 26.562 ( 29.036) top5 7.031 ( 7.682) | Test: [27][7/198] Time 0.719 Data 0.001 top1 22.656 ( 28.125) top5 3.906 ( 7.143) | Test: [27][8/198] Time 0.714 Data 0.001 top1 21.875 ( 27.344) top5 6.250 ( 7.031) | Test: [27][9/198] Time 0.725 Data 0.001 top1 28.125 ( 27.431) top5 10.938 ( 7.465) | Test: [27][10/198] Time 0.716 Data 0.001 top1 25.781 ( 27.266) top5 7.031 ( 7.422) | Test: [27][11/198] Time 0.719 Data 0.001 top1 31.250 ( 27.628) top5 10.938 ( 7.741) | Test: [27][12/198] Time 0.722 Data 0.001 top1 30.469 ( 27.865) top5 9.375 ( 7.878) | Test: [27][13/198] Time 0.716 Data 0.001 top1 23.438 ( 27.524) top5 5.469 ( 7.692) | Test: [27][14/198] Time 0.715 Data 0.001 top1 27.344 ( 27.511) top5 7.031 ( 7.645) | Test: [27][15/198] Time 0.723 Data 0.001 top1 26.562 ( 27.448) top5 4.688 ( 7.448) | Test: [27][16/198] Time 0.711 Data 0.001 top1 26.562 ( 27.393) top5 7.031 ( 7.422) | Test: [27][17/198] Time 0.735 Data 0.001 top1 31.250 ( 27.619) top5 13.281 ( 7.767) | Test: [27][18/198] Time 0.719 Data 0.001 top1 25.781 ( 27.517) top5 4.688 ( 7.595) | Test: [27][19/198] Time 0.720 Data 0.001 top1 29.688 ( 27.632) top5 8.594 ( 7.648) | Test: [27][20/198] Time 0.719 Data 0.001 top1 31.250 ( 27.812) top5 7.812 ( 7.656) | Test: [27][21/198] Time 0.734 Data 0.001 top1 32.812 ( 28.051) top5 7.812 ( 7.664) | Test: [27][22/198] Time 0.723 Data 0.001 top1 28.125 ( 28.054) top5 8.594 ( 7.706) | Test: [27][23/198] Time 0.716 Data 0.001 top1 24.219 ( 27.887) top5 9.375 ( 7.779) | Test: [27][24/198] Time 0.729 Data 0.003 top1 28.125 ( 27.897) top5 9.375 ( 7.845) | Test: [27][25/198] Time 0.719 Data 0.001 top1 25.781 ( 27.812) top5 8.594 ( 7.875) | Test: [27][26/198] Time 0.738 Data 0.001 top1 23.438 ( 27.644) top5 9.375 ( 7.933) | Test: [27][27/198] Time 0.729 Data 0.001 top1 25.000 ( 27.546) top5 10.938 ( 8.044) | Test: [27][28/198] Time 0.723 Data 0.001 top1 30.469 ( 27.651) top5 7.812 ( 8.036) | Test: [27][29/198] Time 0.718 Data 0.001 top1 26.562 ( 27.613) top5 7.812 ( 8.028) | Test: [27][30/198] Time 0.733 Data 0.001 top1 23.438 ( 27.474) top5 6.250 ( 7.969) | Test: [27][31/198] Time 0.721 Data 0.001 top1 28.906 ( 27.520) top5 13.281 ( 8.140) | Test: [27][32/198] Time 0.717 Data 0.001 top1 25.000 ( 27.441) top5 8.594 ( 8.154) | Test: [27][33/198] Time 0.723 Data 0.002 top1 32.031 ( 27.580) top5 7.812 ( 8.144) | Test: [27][34/198] Time 0.722 Data 0.001 top1 22.656 ( 27.436) top5 8.594 ( 8.157) | Test: [27][35/198] Time 0.736 Data 0.001 top1 30.469 ( 27.522) top5 11.719 ( 8.259) | Test: [27][36/198] Time 0.716 Data 0.001 top1 27.344 ( 27.517) top5 14.062 ( 8.420) | Test: [27][37/198] Time 0.721 Data 0.001 top1 28.906 ( 27.555) top5 7.031 ( 8.383) | Test: [27][38/198] Time 0.723 Data 0.001 top1 23.438 ( 27.447) top5 3.906 ( 8.265) | Test: [27][39/198] Time 0.739 Data 0.001 top1 31.250 ( 27.544) top5 11.719 ( 8.353) | Test: [27][40/198] Time 0.731 Data 0.002 top1 19.531 ( 27.344) top5 7.031 ( 8.320) | Test: [27][41/198] Time 0.722 Data 0.001 top1 30.469 ( 27.420) top5 5.469 ( 8.251) | Test: [27][42/198] Time 0.719 Data 0.001 top1 32.031 ( 27.530) top5 6.250 ( 8.203) | Test: [27][43/198] Time 0.722 Data 0.001 top1 33.594 ( 27.671) top5 10.156 ( 8.249) | Test: [27][44/198] Time 0.717 Data 0.001 top1 25.781 ( 27.628) top5 7.812 ( 8.239) | Test: [27][45/198] Time 0.720 Data 0.001 top1 20.312 ( 27.465) top5 7.812 ( 8.229) | Test: [27][46/198] Time 0.716 Data 0.001 top1 26.562 ( 27.446) top5 8.594 ( 8.237) | Test: [27][47/198] Time 0.717 Data 0.001 top1 31.250 ( 27.527) top5 10.156 ( 8.278) | Test: [27][48/198] Time 0.721 Data 0.001 top1 21.875 ( 27.409) top5 5.469 ( 8.219) | Test: [27][49/198] Time 0.718 Data 0.001 top1 33.594 ( 27.535) top5 7.031 ( 8.195) | Test: [27][50/198] Time 0.716 Data 0.001 top1 21.875 ( 27.422) top5 8.594 ( 8.203) | Test: [27][51/198] Time 0.726 Data 0.001 top1 25.781 ( 27.390) top5 10.156 ( 8.241) | Test: [27][52/198] Time 0.721 Data 0.001 top1 22.656 ( 27.299) top5 3.906 ( 8.158) | Test: [27][53/198] Time 0.732 Data 0.001 top1 32.031 ( 27.388) top5 7.812 ( 8.152) | Test: [27][54/198] Time 0.740 Data 0.001 top1 24.219 ( 27.329) top5 10.156 ( 8.189) | Test: [27][55/198] Time 0.721 Data 0.001 top1 28.125 ( 27.344) top5 9.375 ( 8.210) | Test: [27][56/198] Time 0.718 Data 0.001 top1 28.125 ( 27.358) top5 7.812 ( 8.203) | Test: [27][57/198] Time 0.725 Data 0.001 top1 35.938 ( 27.508) top5 9.375 ( 8.224) | Test: [27][58/198] Time 0.753 Data 0.001 top1 28.906 ( 27.532) top5 8.594 ( 8.230) | Test: [27][59/198] Time 0.736 Data 0.001 top1 30.469 ( 27.582) top5 8.594 ( 8.236) | Test: [27][60/198] Time 0.721 Data 0.001 top1 24.219 ( 27.526) top5 10.156 ( 8.268) | Test: [27][61/198] Time 0.718 Data 0.001 top1 24.219 ( 27.472) top5 7.812 ( 8.261) | Test: [27][62/198] Time 0.723 Data 0.001 top1 28.906 ( 27.495) top5 7.812 ( 8.254) | Test: [27][63/198] Time 0.726 Data 0.001 top1 27.344 ( 27.493) top5 8.594 ( 8.259) | Test: [27][64/198] Time 0.732 Data 0.001 top1 27.344 ( 27.490) top5 10.156 ( 8.289) | Test: [27][65/198] Time 0.716 Data 0.001 top1 32.031 ( 27.560) top5 7.031 ( 8.269) | Test: [27][66/198] Time 0.735 Data 0.001 top1 26.562 ( 27.545) top5 7.031 ( 8.250) | Test: [27][67/198] Time 0.715 Data 0.001 top1 25.781 ( 27.519) top5 7.812 ( 8.244) | Test: [27][68/198] Time 0.719 Data 0.001 top1 29.688 ( 27.551) top5 10.156 ( 8.272) | Test: [27][69/198] Time 0.714 Data 0.001 top1 30.469 ( 27.593) top5 7.031 ( 8.254) | Test: [27][70/198] Time 0.720 Data 0.001 top1 23.438 ( 27.533) top5 3.125 ( 8.181) | Test: [27][71/198] Time 0.716 Data 0.000 top1 31.250 ( 27.586) top5 6.250 ( 8.154) | Test: [27][72/198] Time 0.717 Data 0.001 top1 32.812 ( 27.658) top5 7.031 ( 8.138) | Test: [27][73/198] Time 0.728 Data 0.002 top1 27.344 ( 27.654) top5 7.031 ( 8.123) | Test: [27][74/198] Time 0.719 Data 0.001 top1 25.781 ( 27.629) top5 7.031 ( 8.108) | Test: [27][75/198] Time 0.716 Data 0.001 top1 23.438 ( 27.573) top5 9.375 ( 8.125) | Test: [27][76/198] Time 0.721 Data 0.001 top1 25.000 ( 27.539) top5 10.938 ( 8.162) | Test: [27][77/198] Time 0.717 Data 0.001 top1 29.688 ( 27.567) top5 11.719 ( 8.208) | Test: [27][78/198] Time 0.723 Data 0.001 top1 21.875 ( 27.494) top5 4.688 ( 8.163) | Test: [27][79/198] Time 0.717 Data 0.001 top1 25.000 ( 27.462) top5 5.469 ( 8.129) | Test: [27][80/198] Time 0.733 Data 0.001 top1 28.906 ( 27.480) top5 14.062 ( 8.203) | Test: [27][81/198] Time 0.724 Data 0.001 top1 25.781 ( 27.459) top5 5.469 ( 8.169) | Test: [27][82/198] Time 0.727 Data 0.001 top1 26.562 ( 27.449) top5 7.031 ( 8.155) | Test: [27][83/198] Time 0.716 Data 0.001 top1 26.562 ( 27.438) top5 7.031 ( 8.142) | Test: [27][84/198] Time 0.722 Data 0.001 top1 38.281 ( 27.567) top5 11.719 ( 8.185) | Test: [27][85/198] Time 0.719 Data 0.001 top1 25.781 ( 27.546) top5 3.906 ( 8.134) | Test: [27][86/198] Time 0.782 Data 0.001 top1 24.219 ( 27.507) top5 7.031 ( 8.121) | Test: [27][87/198] Time 0.735 Data 0.004 top1 27.344 ( 27.505) top5 11.719 ( 8.163) | Test: [27][88/198] Time 0.724 Data 0.001 top1 28.125 ( 27.512) top5 10.156 ( 8.185) | Test: [27][89/198] Time 0.724 Data 0.003 top1 31.250 ( 27.554) top5 10.938 ( 8.216) | Test: [27][90/198] Time 0.719 Data 0.001 top1 25.000 ( 27.526) top5 10.938 ( 8.247) | Test: [27][91/198] Time 0.716 Data 0.002 top1 28.125 ( 27.533) top5 10.156 ( 8.268) | Test: [27][92/198] Time 0.728 Data 0.001 top1 25.000 ( 27.505) top5 6.250 ( 8.246) | Test: [27][93/198] Time 0.717 Data 0.001 top1 27.344 ( 27.503) top5 10.938 ( 8.275) | Test: [27][94/198] Time 0.721 Data 0.002 top1 25.000 ( 27.477) top5 7.812 ( 8.270) | Test: [27][95/198] Time 0.731 Data 0.001 top1 25.781 ( 27.459) top5 5.469 ( 8.240) | Test: [27][96/198] Time 0.716 Data 0.001 top1 20.312 ( 27.384) top5 5.469 ( 8.211) | Test: [27][97/198] Time 0.715 Data 0.001 top1 29.688 ( 27.408) top5 7.031 ( 8.199) | Test: [27][98/198] Time 0.719 Data 0.001 top1 33.594 ( 27.471) top5 7.812 ( 8.195) | Test: [27][99/198] Time 0.719 Data 0.001 top1 25.781 ( 27.454) top5 7.031 ( 8.183) | Test: [27][100/198] Time 0.722 Data 0.001 top1 26.562 ( 27.445) top5 3.906 ( 8.141) | Test: [27][101/198] Time 0.727 Data 0.001 top1 25.781 ( 27.429) top5 7.812 ( 8.137) | Test: [27][102/198] Time 0.716 Data 0.001 top1 26.562 ( 27.420) top5 5.469 ( 8.111) | Test: [27][103/198] Time 0.714 Data 0.001 top1 24.219 ( 27.389) top5 8.594 ( 8.116) | Test: [27][104/198] Time 0.715 Data 0.001 top1 28.125 ( 27.396) top5 7.812 ( 8.113) | Test: [27][105/198] Time 0.715 Data 0.001 top1 25.781 ( 27.381) top5 7.812 ( 8.110) | Test: [27][106/198] Time 0.724 Data 0.001 top1 28.906 ( 27.395) top5 8.594 ( 8.115) | Test: [27][107/198] Time 0.718 Data 0.001 top1 27.344 ( 27.395) top5 12.500 ( 8.156) | Test: [27][108/198] Time 0.723 Data 0.001 top1 23.438 ( 27.358) top5 8.594 ( 8.160) | Test: [27][109/198] Time 0.722 Data 0.001 top1 23.438 ( 27.322) top5 6.250 ( 8.142) | Test: [27][110/198] Time 0.718 Data 0.001 top1 23.438 ( 27.287) top5 7.812 ( 8.139) | Test: [27][111/198] Time 0.741 Data 0.001 top1 19.531 ( 27.217) top5 7.031 ( 8.129) | Test: [27][112/198] Time 0.736 Data 0.001 top1 24.219 ( 27.190) top5 7.812 ( 8.126) | Test: [27][113/198] Time 0.719 Data 0.001 top1 25.781 ( 27.178) top5 5.469 ( 8.103) | Test: [27][114/198] Time 0.721 Data 0.001 top1 30.469 ( 27.207) top5 10.938 ( 8.128) | Test: [27][115/198] Time 0.714 Data 0.001 top1 22.656 ( 27.167) top5 10.938 ( 8.152) | Test: [27][116/198] Time 0.732 Data 0.001 top1 30.469 ( 27.196) top5 12.500 ( 8.190) | Test: [27][117/198] Time 0.719 Data 0.002 top1 24.219 ( 27.170) top5 6.250 ( 8.173) | Test: [27][118/198] Time 0.732 Data 0.001 top1 29.688 ( 27.191) top5 12.500 ( 8.210) | Test: [27][119/198] Time 0.709 Data 0.001 top1 26.562 ( 27.186) top5 4.688 ( 8.180) | Test: [27][120/198] Time 0.717 Data 0.001 top1 35.156 ( 27.253) top5 5.469 ( 8.158) | Test: [27][121/198] Time 0.728 Data 0.001 top1 23.438 ( 27.221) top5 3.125 ( 8.116) | Test: [27][122/198] Time 0.718 Data 0.001 top1 29.688 ( 27.241) top5 5.469 ( 8.094) | Test: [27][123/198] Time 0.716 Data 0.001 top1 27.344 ( 27.242) top5 10.938 ( 8.117) | Test: [27][124/198] Time 0.717 Data 0.001 top1 32.031 ( 27.281) top5 9.375 ( 8.128) | Test: [27][125/198] Time 0.715 Data 0.001 top1 33.594 ( 27.331) top5 10.156 ( 8.144) | Test: [27][126/198] Time 0.714 Data 0.001 top1 29.688 ( 27.350) top5 8.594 ( 8.147) | Test: [27][127/198] Time 0.722 Data 0.001 top1 30.469 ( 27.375) top5 10.156 ( 8.163) | Test: [27][128/198] Time 0.733 Data 0.001 top1 29.688 ( 27.393) top5 9.375 ( 8.173) | Test: [27][129/198] Time 0.727 Data 0.001 top1 28.906 ( 27.404) top5 3.906 ( 8.140) | Test: [27][130/198] Time 0.721 Data 0.001 top1 25.781 ( 27.392) top5 9.375 ( 8.149) | Test: [27][131/198] Time 0.717 Data 0.001 top1 28.125 ( 27.397) top5 7.812 ( 8.146) | Test: [27][132/198] Time 0.722 Data 0.001 top1 30.469 ( 27.421) top5 8.594 ( 8.150) | Test: [27][133/198] Time 0.718 Data 0.001 top1 22.656 ( 27.385) top5 9.375 ( 8.159) | Test: [27][134/198] Time 0.725 Data 0.001 top1 35.938 ( 27.449) top5 13.281 ( 8.197) | Test: [27][135/198] Time 0.723 Data 0.001 top1 34.375 ( 27.500) top5 12.500 ( 8.229) | Test: [27][136/198] Time 0.714 Data 0.001 top1 25.000 ( 27.482) top5 10.938 ( 8.249) | Test: [27][137/198] Time 0.728 Data 0.001 top1 25.000 ( 27.464) top5 8.594 ( 8.252) | Test: [27][138/198] Time 0.722 Data 0.001 top1 34.375 ( 27.514) top5 7.812 ( 8.248) | Test: [27][139/198] Time 0.723 Data 0.001 top1 31.250 ( 27.540) top5 11.719 ( 8.273) | Test: [27][140/198] Time 0.728 Data 0.001 top1 21.875 ( 27.500) top5 7.812 ( 8.270) | Test: [27][141/198] Time 0.722 Data 0.001 top1 32.812 ( 27.538) top5 11.719 ( 8.295) | Test: [27][142/198] Time 0.721 Data 0.001 top1 27.344 ( 27.536) top5 8.594 ( 8.297) | Test: [27][143/198] Time 0.717 Data 0.001 top1 27.344 ( 27.535) top5 7.812 ( 8.293) | Test: [27][144/198] Time 0.736 Data 0.001 top1 20.312 ( 27.485) top5 4.688 ( 8.268) | Test: [27][145/198] Time 0.723 Data 0.001 top1 23.438 ( 27.457) top5 7.031 ( 8.260) | Test: [27][146/198] Time 0.729 Data 0.001 top1 28.906 ( 27.467) top5 11.719 ( 8.283) | Test: [27][147/198] Time 0.716 Data 0.001 top1 26.562 ( 27.461) top5 7.812 ( 8.280) | Test: [27][148/198] Time 0.719 Data 0.001 top1 32.031 ( 27.492) top5 7.812 ( 8.277) | Test: [27][149/198] Time 0.717 Data 0.001 top1 25.781 ( 27.480) top5 6.250 ( 8.263) | Test: [27][150/198] Time 0.723 Data 0.001 top1 30.469 ( 27.500) top5 9.375 ( 8.271) | Test: [27][151/198] Time 0.720 Data 0.001 top1 26.562 ( 27.494) top5 10.938 ( 8.288) | Test: [27][152/198] Time 0.715 Data 0.001 top1 21.875 ( 27.457) top5 3.906 ( 8.260) | Test: [27][153/198] Time 0.721 Data 0.001 top1 24.219 ( 27.436) top5 5.469 ( 8.241) | Test: [27][154/198] Time 0.717 Data 0.001 top1 28.906 ( 27.445) top5 7.031 ( 8.234) | Test: [27][155/198] Time 0.713 Data 0.001 top1 27.344 ( 27.445) top5 10.156 ( 8.246) | Test: [27][156/198] Time 0.721 Data 0.001 top1 28.125 ( 27.449) top5 10.156 ( 8.258) | Test: [27][157/198] Time 0.725 Data 0.002 top1 30.469 ( 27.468) top5 7.812 ( 8.255) | Test: [27][158/198] Time 0.714 Data 0.001 top1 22.656 ( 27.438) top5 7.031 ( 8.248) | Test: [27][159/198] Time 0.724 Data 0.001 top1 21.875 ( 27.403) top5 6.250 ( 8.235) | Test: [27][160/198] Time 0.722 Data 0.001 top1 28.906 ( 27.412) top5 9.375 ( 8.242) | Test: [27][161/198] Time 0.723 Data 0.001 top1 29.688 ( 27.426) top5 9.375 ( 8.249) | Test: [27][162/198] Time 0.714 Data 0.001 top1 21.094 ( 27.387) top5 7.031 ( 8.242) | Test: [27][163/198] Time 0.729 Data 0.001 top1 21.094 ( 27.349) top5 8.594 ( 8.244) | Test: [27][164/198] Time 0.719 Data 0.001 top1 25.781 ( 27.339) top5 8.594 ( 8.246) | Test: [27][165/198] Time 0.723 Data 0.001 top1 26.562 ( 27.334) top5 13.281 ( 8.277) | Test: [27][166/198] Time 0.743 Data 0.001 top1 25.000 ( 27.320) top5 6.250 ( 8.264) | Test: [27][167/198] Time 0.732 Data 0.001 top1 32.031 ( 27.348) top5 9.375 ( 8.271) | Test: [27][168/198] Time 0.724 Data 0.001 top1 31.250 ( 27.372) top5 10.938 ( 8.287) | Test: [27][169/198] Time 0.773 Data 0.001 top1 30.469 ( 27.390) top5 7.031 ( 8.279) | Test: [27][170/198] Time 0.752 Data 0.001 top1 20.312 ( 27.348) top5 8.594 ( 8.281) | Test: [27][171/198] Time 0.736 Data 0.001 top1 21.875 ( 27.316) top5 4.688 ( 8.260) | Test: [27][172/198] Time 0.733 Data 0.001 top1 31.250 ( 27.339) top5 7.812 ( 8.258) | Test: [27][173/198] Time 0.718 Data 0.001 top1 21.094 ( 27.303) top5 7.031 ( 8.251) | Test: [27][174/198] Time 0.756 Data 0.003 top1 31.250 ( 27.326) top5 11.719 ( 8.270) | Test: [27][175/198] Time 0.718 Data 0.001 top1 24.219 ( 27.308) top5 6.250 ( 8.259) | Test: [27][176/198] Time 0.721 Data 0.001 top1 27.344 ( 27.308) top5 8.594 ( 8.261) | Test: [27][177/198] Time 0.715 Data 0.001 top1 29.688 ( 27.322) top5 10.938 ( 8.276) | Test: [27][178/198] Time 0.714 Data 0.001 top1 27.344 ( 27.322) top5 10.156 ( 8.287) | Test: [27][179/198] Time 0.719 Data 0.001 top1 28.125 ( 27.326) top5 7.812 ( 8.284) | Test: [27][180/198] Time 0.715 Data 0.001 top1 26.562 ( 27.322) top5 7.812 ( 8.281) | Test: [27][181/198] Time 0.718 Data 0.001 top1 33.594 ( 27.357) top5 9.375 ( 8.287) | Test: [27][182/198] Time 0.716 Data 0.001 top1 23.438 ( 27.335) top5 10.156 ( 8.298) | Test: [27][183/198] Time 0.718 Data 0.001 top1 25.781 ( 27.327) top5 6.250 ( 8.286) | Test: [27][184/198] Time 0.720 Data 0.001 top1 25.000 ( 27.314) top5 9.375 ( 8.292) | Test: [27][185/198] Time 0.733 Data 0.001 top1 29.688 ( 27.327) top5 6.250 ( 8.281) | Test: [27][186/198] Time 0.723 Data 0.001 top1 25.781 ( 27.319) top5 10.938 ( 8.296) | Test: [27][187/198] Time 0.717 Data 0.001 top1 29.688 ( 27.331) top5 10.156 ( 8.305) | Test: [27][188/198] Time 0.723 Data 0.000 top1 29.688 ( 27.344) top5 12.500 ( 8.328) | Test: [27][189/198] Time 0.721 Data 0.000 top1 27.344 ( 27.344) top5 5.469 ( 8.313) | Test: [27][190/198] Time 0.716 Data 0.000 top1 30.469 ( 27.360) top5 8.594 ( 8.314) | Test: [27][191/198] Time 0.714 Data 0.000 top1 25.000 ( 27.348) top5 7.031 ( 8.307) | Test: [27][192/198] Time 0.715 Data 0.000 top1 28.906 ( 27.356) top5 10.156 ( 8.317) | Test: [27][193/198] Time 0.719 Data 0.000 top1 28.906 ( 27.364) top5 8.594 ( 8.318) | Test: [27][194/198] Time 0.713 Data 0.000 top1 28.125 ( 27.368) top5 10.156 ( 8.328) | Test: [27][195/198] Time 0.722 Data 0.000 top1 32.031 ( 27.392) top5 9.375 ( 8.333) | Test: [27][196/198] Time 0.719 Data 0.000 top1 25.781 ( 27.384) top5 8.594 ( 8.335) | Test: [27][197/198] Time 0.260 Data 0.001 top1 23.529 ( 27.364) top5 2.941 ( 8.307) | Test: [27][198/198] Time 0.714 Data 0.000 top1 28.125 ( 27.368) top5 8.594 ( 8.309) * Finished epoch # 27 top1: 27.368 top5: 8.309 Epoch 28 => Training epoch # 28 | Epoch: [28][1/553] Time 4.917 Data 2.411 Err 0.7022 top1 17.969 top5 6.250 | Epoch: [28][2/553] Time 2.434 Data 0.001 Err 0.6362 top1 15.625 top5 3.125 | Epoch: [28][3/553] Time 2.484 Data 0.001 Err 0.8032 top1 21.875 top5 6.250 | Epoch: [28][4/553] Time 2.428 Data 0.001 Err 0.7251 top1 18.750 top5 7.812 | Epoch: [28][5/553] Time 2.439 Data 0.000 Err 0.6731 top1 15.625 top5 4.688 | Epoch: [28][6/553] Time 2.436 Data 0.001 Err 0.4704 top1 13.281 top5 0.781 | Epoch: [28][7/553] Time 2.506 Data 0.001 Err 0.8225 top1 22.656 top5 8.594 | Epoch: [28][8/553] Time 2.431 Data 0.001 Err 0.7954 top1 20.312 top5 7.031 | Epoch: [28][9/553] Time 2.462 Data 0.001 Err 0.7209 top1 16.406 top5 7.031 | Epoch: [28][10/553] Time 2.454 Data 0.001 Err 0.7802 top1 18.750 top5 7.031 | Epoch: [28][11/553] Time 2.444 Data 0.001 Err 0.6312 top1 17.188 top5 2.344 | Epoch: [28][12/553] Time 2.448 Data 0.001 Err 0.7003 top1 18.750 top5 5.469 | Epoch: [28][13/553] Time 2.496 Data 0.001 Err 1.0837 top1 25.781 top5 14.062 | Epoch: [28][14/553] Time 2.513 Data 0.001 Err 0.6241 top1 17.188 top5 3.125 | Epoch: [28][15/553] Time 2.442 Data 0.001 Err 0.9361 top1 24.219 top5 7.812 | Epoch: [28][16/553] Time 2.434 Data 0.000 Err 0.7623 top1 17.188 top5 5.469 | Epoch: [28][17/553] Time 2.433 Data 0.001 Err 0.7399 top1 17.188 top5 6.250 | Epoch: [28][18/553] Time 2.459 Data 0.001 Err 0.7212 top1 16.406 top5 5.469 | Epoch: [28][19/553] Time 2.496 Data 0.001 Err 0.8271 top1 25.781 top5 7.812 | Epoch: [28][20/553] Time 2.476 Data 0.001 Err 0.8798 top1 28.125 top5 7.031 | Epoch: [28][21/553] Time 2.449 Data 0.001 Err 0.7030 top1 20.312 top5 7.031 | Epoch: [28][22/553] Time 2.456 Data 0.001 Err 0.8935 top1 23.438 top5 7.812 | Epoch: [28][23/553] Time 2.435 Data 0.001 Err 0.6621 top1 20.312 top5 1.562 | Epoch: [28][24/553] Time 2.440 Data 0.001 Err 0.8347 top1 23.438 top5 7.812 | Epoch: [28][25/553] Time 2.437 Data 0.001 Err 0.6478 top1 18.750 top5 3.906 | Epoch: [28][26/553] Time 2.475 Data 0.001 Err 0.6695 top1 16.406 top5 6.250 | Epoch: [28][27/553] Time 2.481 Data 0.001 Err 0.4787 top1 14.062 top5 3.125 | Epoch: [28][28/553] Time 2.455 Data 0.001 Err 0.7709 top1 21.094 top5 5.469 | Epoch: [28][29/553] Time 2.462 Data 0.001 Err 0.6569 top1 20.312 top5 4.688 | Epoch: [28][30/553] Time 2.474 Data 0.001 Err 0.7570 top1 23.438 top5 6.250 | Epoch: [28][31/553] Time 2.451 Data 0.001 Err 0.8307 top1 21.094 top5 4.688 | Epoch: [28][32/553] Time 2.443 Data 0.001 Err 0.6166 top1 17.969 top5 6.250 | Epoch: [28][33/553] Time 2.447 Data 0.001 Err 0.6738 top1 21.094 top5 4.688 | Epoch: [28][34/553] Time 2.462 Data 0.001 Err 0.7941 top1 25.000 top5 7.031 | Epoch: [28][35/553] Time 2.446 Data 0.001 Err 0.7284 top1 19.531 top5 7.031 | Epoch: [28][36/553] Time 2.446 Data 0.001 Err 0.7184 top1 14.844 top5 7.812 | Epoch: [28][37/553] Time 2.441 Data 0.001 Err 0.7436 top1 21.875 top5 4.688 | Epoch: [28][38/553] Time 2.462 Data 0.001 Err 0.8733 top1 22.656 top5 7.031 | Epoch: [28][39/553] Time 2.449 Data 0.001 Err 0.5508 top1 14.844 top5 5.469 | Epoch: [28][40/553] Time 2.437 Data 0.001 Err 0.7087 top1 18.750 top5 3.906 | Epoch: [28][41/553] Time 2.438 Data 0.001 Err 0.6414 top1 20.312 top5 3.125 | Epoch: [28][42/553] Time 2.470 Data 0.001 Err 0.6794 top1 21.094 top5 4.688 | Epoch: [28][43/553] Time 2.467 Data 0.001 Err 0.8696 top1 25.781 top5 7.812 | Epoch: [28][44/553] Time 2.443 Data 0.001 Err 0.9566 top1 26.562 top5 8.594 | Epoch: [28][45/553] Time 2.477 Data 0.001 Err 0.7362 top1 21.094 top5 3.906 | Epoch: [28][46/553] Time 2.506 Data 0.001 Err 0.7490 top1 17.188 top5 5.469 | Epoch: [28][47/553] Time 2.458 Data 0.001 Err 0.5796 top1 16.406 top5 2.344 | Epoch: [28][48/553] Time 2.441 Data 0.001 Err 0.5813 top1 14.062 top5 4.688 | Epoch: [28][49/553] Time 2.448 Data 0.001 Err 0.7364 top1 16.406 top5 8.594 | Epoch: [28][50/553] Time 2.472 Data 0.001 Err 0.8548 top1 22.656 top5 8.594 | Epoch: [28][51/553] Time 2.463 Data 0.001 Err 0.8317 top1 22.656 top5 7.812 | Epoch: [28][52/553] Time 2.452 Data 0.001 Err 0.6222 top1 16.406 top5 5.469 | Epoch: [28][53/553] Time 2.502 Data 0.001 Err 0.6833 top1 17.188 top5 7.031 | Epoch: [28][54/553] Time 2.510 Data 0.001 Err 0.5646 top1 14.062 top5 4.688 | Epoch: [28][55/553] Time 2.460 Data 0.001 Err 0.6932 top1 20.312 top5 6.250 | Epoch: [28][56/553] Time 2.445 Data 0.001 Err 0.8421 top1 18.750 top5 6.250 | Epoch: [28][57/553] Time 2.444 Data 0.001 Err 0.5250 top1 17.969 top5 3.125 | Epoch: [28][58/553] Time 2.443 Data 0.001 Err 0.6860 top1 23.438 top5 3.125 | Epoch: [28][59/553] Time 2.441 Data 0.002 Err 0.5423 top1 15.625 top5 3.906 | Epoch: [28][60/553] Time 2.477 Data 0.000 Err 0.6292 top1 21.875 top5 3.125 | Epoch: [28][61/553] Time 2.446 Data 0.001 Err 0.7246 top1 17.969 top5 6.250 | Epoch: [28][62/553] Time 2.455 Data 0.001 Err 0.4730 top1 12.500 top5 3.906 | Epoch: [28][63/553] Time 2.465 Data 0.000 Err 0.6760 top1 19.531 top5 3.906 | Epoch: [28][64/553] Time 2.474 Data 0.000 Err 0.7916 top1 21.094 top5 6.250 | Epoch: [28][65/553] Time 2.436 Data 0.001 Err 0.6768 top1 17.188 top5 5.469 | Epoch: [28][66/553] Time 2.443 Data 0.001 Err 0.6415 top1 19.531 top5 3.906 | Epoch: [28][67/553] Time 2.436 Data 0.001 Err 0.8712 top1 24.219 top5 6.250 | Epoch: [28][68/553] Time 2.438 Data 0.001 Err 0.6570 top1 17.969 top5 7.031 | Epoch: [28][69/553] Time 2.503 Data 0.001 Err 0.7271 top1 17.188 top5 7.031 | Epoch: [28][70/553] Time 2.445 Data 0.001 Err 0.6451 top1 16.406 top5 2.344 | Epoch: [28][71/553] Time 2.441 Data 0.001 Err 0.6925 top1 17.188 top5 7.031 | Epoch: [28][72/553] Time 2.432 Data 0.001 Err 0.6386 top1 17.188 top5 3.906 | Epoch: [28][73/553] Time 2.481 Data 0.001 Err 0.8616 top1 24.219 top5 7.031 | Epoch: [28][74/553] Time 2.472 Data 0.001 Err 0.7386 top1 17.969 top5 6.250 | Epoch: [28][75/553] Time 2.435 Data 0.001 Err 0.8210 top1 20.312 top5 5.469 | Epoch: [28][76/553] Time 2.438 Data 0.001 Err 0.6640 top1 19.531 top5 6.250 | Epoch: [28][77/553] Time 2.441 Data 0.001 Err 0.8484 top1 23.438 top5 7.812 | Epoch: [28][78/553] Time 2.437 Data 0.001 Err 0.8669 top1 25.781 top5 7.812 | Epoch: [28][79/553] Time 2.455 Data 0.001 Err 0.6165 top1 13.281 top5 4.688 | Epoch: [28][80/553] Time 2.443 Data 0.001 Err 0.7382 top1 22.656 top5 3.125 | Epoch: [28][81/553] Time 2.434 Data 0.001 Err 0.7528 top1 22.656 top5 7.031 | Epoch: [28][82/553] Time 2.450 Data 0.001 Err 0.8196 top1 20.312 top5 9.375 | Epoch: [28][83/553] Time 2.440 Data 0.001 Err 0.7159 top1 17.188 top5 4.688 | Epoch: [28][84/553] Time 2.446 Data 0.001 Err 0.5891 top1 11.719 top5 7.031 | Epoch: [28][85/553] Time 2.470 Data 0.001 Err 0.6667 top1 14.844 top5 5.469 | Epoch: [28][86/553] Time 2.439 Data 0.001 Err 0.6901 top1 18.750 top5 4.688 | Epoch: [28][87/553] Time 2.482 Data 0.001 Err 0.7624 top1 20.312 top5 4.688 | Epoch: [28][88/553] Time 2.461 Data 0.001 Err 0.5802 top1 16.406 top5 2.344 | Epoch: [28][89/553] Time 2.482 Data 0.001 Err 0.8048 top1 21.875 top5 3.906 | Epoch: [28][90/553] Time 2.445 Data 0.000 Err 0.8279 top1 22.656 top5 7.031 | Epoch: [28][91/553] Time 2.494 Data 0.001 Err 0.7543 top1 17.188 top5 5.469 | Epoch: [28][92/553] Time 2.432 Data 0.001 Err 0.7719 top1 22.656 top5 4.688 | Epoch: [28][93/553] Time 2.476 Data 0.001 Err 0.8086 top1 21.094 top5 4.688 | Epoch: [28][94/553] Time 2.467 Data 0.001 Err 0.6085 top1 16.406 top5 3.906 | Epoch: [28][95/553] Time 2.482 Data 0.001 Err 0.6664 top1 18.750 top5 8.594 | Epoch: [28][96/553] Time 2.441 Data 0.001 Err 0.6392 top1 17.969 top5 5.469 | Epoch: [28][97/553] Time 2.476 Data 0.001 Err 0.6482 top1 21.094 top5 4.688 | Epoch: [28][98/553] Time 2.432 Data 0.001 Err 0.7789 top1 19.531 top5 7.812 | Epoch: [28][99/553] Time 2.458 Data 0.001 Err 0.8015 top1 22.656 top5 10.156 | Epoch: [28][100/553] Time 2.464 Data 0.001 Err 0.5430 top1 14.062 top5 3.906 | Epoch: [28][101/553] Time 2.461 Data 0.001 Err 0.7129 top1 17.188 top5 5.469 | Epoch: [28][102/553] Time 2.442 Data 0.001 Err 0.6078 top1 18.750 top5 2.344 | Epoch: [28][103/553] Time 2.445 Data 0.001 Err 0.9419 top1 29.688 top5 6.250 | Epoch: [28][104/553] Time 2.467 Data 0.001 Err 0.6147 top1 16.406 top5 4.688 | Epoch: [28][105/553] Time 2.455 Data 0.001 Err 0.6202 top1 17.969 top5 6.250 | Epoch: [28][106/553] Time 2.455 Data 0.001 Err 0.7010 top1 16.406 top5 6.250 | Epoch: [28][107/553] Time 2.454 Data 0.001 Err 0.8827 top1 20.312 top5 6.250 | Epoch: [28][108/553] Time 2.471 Data 0.001 Err 0.6283 top1 16.406 top5 5.469 | Epoch: [28][109/553] Time 2.453 Data 0.001 Err 0.7190 top1 19.531 top5 7.812 | Epoch: [28][110/553] Time 2.448 Data 0.001 Err 0.6541 top1 18.750 top5 4.688 | Epoch: [28][111/553] Time 2.449 Data 0.001 Err 0.5459 top1 15.625 top5 3.125 | Epoch: [28][112/553] Time 2.479 Data 0.001 Err 0.6062 top1 16.406 top5 3.906 | Epoch: [28][113/553] Time 2.469 Data 0.001 Err 0.7206 top1 20.312 top5 7.031 | Epoch: [28][114/553] Time 2.445 Data 0.001 Err 0.6497 top1 14.062 top5 6.250 | Epoch: [28][115/553] Time 2.452 Data 0.001 Err 0.8248 top1 21.094 top5 5.469 | Epoch: [28][116/553] Time 2.476 Data 0.004 Err 0.5657 top1 14.844 top5 5.469 | Epoch: [28][117/553] Time 2.451 Data 0.001 Err 0.7755 top1 23.438 top5 3.906 | Epoch: [28][118/553] Time 2.472 Data 0.001 Err 0.7228 top1 19.531 top5 6.250 | Epoch: [28][119/553] Time 2.468 Data 0.000 Err 0.6618 top1 14.062 top5 7.031 | Epoch: [28][120/553] Time 2.445 Data 0.001 Err 0.8153 top1 21.875 top5 7.812 | Epoch: [28][121/553] Time 2.460 Data 0.001 Err 0.6320 top1 17.969 top5 3.906 | Epoch: [28][122/553] Time 2.475 Data 0.001 Err 0.4568 top1 13.281 top5 2.344 | Epoch: [28][123/553] Time 2.505 Data 0.001 Err 0.6910 top1 21.875 top5 3.906 | Epoch: [28][124/553] Time 2.458 Data 0.001 Err 0.5379 top1 14.062 top5 3.906 | Epoch: [28][125/553] Time 2.452 Data 0.001 Err 0.7275 top1 21.094 top5 4.688 | Epoch: [28][126/553] Time 2.498 Data 0.001 Err 0.8055 top1 22.656 top5 7.031 | Epoch: [28][127/553] Time 2.456 Data 0.001 Err 0.5423 top1 17.188 top5 2.344 | Epoch: [28][128/553] Time 2.468 Data 0.001 Err 0.5736 top1 16.406 top5 3.906 | Epoch: [28][129/553] Time 2.445 Data 0.001 Err 0.7043 top1 14.844 top5 7.812 | Epoch: [28][130/553] Time 2.441 Data 0.001 Err 0.7174 top1 19.531 top5 5.469 | Epoch: [28][131/553] Time 2.439 Data 0.001 Err 0.6352 top1 17.188 top5 2.344 | Epoch: [28][132/553] Time 2.489 Data 0.001 Err 0.6719 top1 19.531 top5 6.250 | Epoch: [28][133/553] Time 2.480 Data 0.001 Err 0.7178 top1 20.312 top5 6.250 | Epoch: [28][134/553] Time 2.441 Data 0.001 Err 0.6505 top1 15.625 top5 7.031 | Epoch: [28][135/553] Time 2.483 Data 0.001 Err 0.8763 top1 22.656 top5 7.031 | Epoch: [28][136/553] Time 2.460 Data 0.001 Err 0.6223 top1 18.750 top5 4.688 | Epoch: [28][137/553] Time 2.450 Data 0.001 Err 0.8238 top1 19.531 top5 8.594 | Epoch: [28][138/553] Time 2.450 Data 0.000 Err 0.8945 top1 25.000 top5 9.375 | Epoch: [28][139/553] Time 2.483 Data 0.001 Err 0.8348 top1 21.875 top5 10.938 | Epoch: [28][140/553] Time 2.442 Data 0.001 Err 0.6461 top1 13.281 top5 5.469 | Epoch: [28][141/553] Time 2.436 Data 0.001 Err 0.8907 top1 21.875 top5 10.156 | Epoch: [28][142/553] Time 2.434 Data 0.001 Err 0.5131 top1 12.500 top5 5.469 | Epoch: [28][143/553] Time 2.461 Data 0.001 Err 0.6541 top1 18.750 top5 3.125 | Epoch: [28][144/553] Time 2.449 Data 0.001 Err 0.6828 top1 18.750 top5 7.812 | Epoch: [28][145/553] Time 2.472 Data 0.001 Err 0.8263 top1 24.219 top5 4.688 | Epoch: [28][146/553] Time 2.443 Data 0.000 Err 0.5546 top1 14.844 top5 4.688 | Epoch: [28][147/553] Time 2.440 Data 0.001 Err 0.8578 top1 25.000 top5 7.812 | Epoch: [28][148/553] Time 2.496 Data 0.001 Err 0.6369 top1 17.188 top5 4.688 | Epoch: [28][149/553] Time 2.479 Data 0.000 Err 0.6926 top1 21.094 top5 6.250 | Epoch: [28][150/553] Time 2.469 Data 0.001 Err 0.6342 top1 15.625 top5 5.469 | Epoch: [28][151/553] Time 2.503 Data 0.001 Err 0.9556 top1 28.125 top5 10.156 | Epoch: [28][152/553] Time 2.512 Data 0.001 Err 0.5632 top1 14.844 top5 6.250 | Epoch: [28][153/553] Time 2.455 Data 0.001 Err 0.6572 top1 17.188 top5 3.906 | Epoch: [28][154/553] Time 2.441 Data 0.002 Err 0.6290 top1 18.750 top5 6.250 | Epoch: [28][155/553] Time 2.485 Data 0.001 Err 0.6634 top1 17.969 top5 4.688 | Epoch: [28][156/553] Time 2.476 Data 0.001 Err 0.6460 top1 19.531 top5 3.125 | Epoch: [28][157/553] Time 2.447 Data 0.001 Err 0.5410 top1 13.281 top5 1.562 | Epoch: [28][158/553] Time 2.447 Data 0.001 Err 0.6314 top1 17.188 top5 4.688 | Epoch: [28][159/553] Time 2.439 Data 0.001 Err 0.7436 top1 17.188 top5 5.469 | Epoch: [28][160/553] Time 2.508 Data 0.001 Err 0.6498 top1 17.969 top5 7.031 | Epoch: [28][161/553] Time 2.436 Data 0.001 Err 1.0321 top1 23.438 top5 11.719 | Epoch: [28][162/553] Time 2.451 Data 0.001 Err 0.7638 top1 17.969 top5 7.031 | Epoch: [28][163/553] Time 2.441 Data 0.001 Err 0.7184 top1 18.750 top5 4.688 | Epoch: [28][164/553] Time 2.439 Data 0.001 Err 0.8223 top1 21.094 top5 7.031 | Epoch: [28][165/553] Time 2.435 Data 0.001 Err 0.8256 top1 21.094 top5 6.250 | Epoch: [28][166/553] Time 2.449 Data 0.001 Err 0.5023 top1 12.500 top5 3.125 | Epoch: [28][167/553] Time 2.451 Data 0.001 Err 0.6912 top1 18.750 top5 5.469 | Epoch: [28][168/553] Time 2.456 Data 0.001 Err 0.5017 top1 14.844 top5 3.125 | Epoch: [28][169/553] Time 2.450 Data 0.001 Err 0.6607 top1 17.188 top5 4.688 | Epoch: [28][170/553] Time 2.448 Data 0.001 Err 0.9762 top1 24.219 top5 11.719 | Epoch: [28][171/553] Time 2.449 Data 0.001 Err 0.7407 top1 15.625 top5 6.250 | Epoch: [28][172/553] Time 2.441 Data 0.001 Err 0.6250 top1 18.750 top5 3.125 | Epoch: [28][173/553] Time 2.444 Data 0.001 Err 0.6567 top1 19.531 top5 4.688 | Epoch: [28][174/553] Time 2.436 Data 0.001 Err 0.7698 top1 18.750 top5 7.031 | Epoch: [28][175/553] Time 2.463 Data 0.001 Err 0.7462 top1 17.969 top5 8.594 | Epoch: [28][176/553] Time 2.438 Data 0.001 Err 0.8444 top1 28.906 top5 3.906 | Epoch: [28][177/553] Time 2.446 Data 0.001 Err 0.6543 top1 17.188 top5 5.469 | Epoch: [28][178/553] Time 2.477 Data 0.000 Err 0.7340 top1 19.531 top5 5.469 | Epoch: [28][179/553] Time 2.437 Data 0.001 Err 0.5464 top1 17.969 top5 2.344 | Epoch: [28][180/553] Time 2.461 Data 0.001 Err 0.7573 top1 26.562 top5 5.469 | Epoch: [28][181/553] Time 2.445 Data 0.001 Err 0.6552 top1 15.625 top5 3.906 | Epoch: [28][182/553] Time 2.458 Data 0.001 Err 0.4678 top1 14.062 top5 2.344 | Epoch: [28][183/553] Time 2.455 Data 0.001 Err 0.8253 top1 25.000 top5 5.469 | Epoch: [28][184/553] Time 2.447 Data 0.001 Err 0.5907 top1 17.188 top5 3.125 | Epoch: [28][185/553] Time 2.442 Data 0.001 Err 0.5607 top1 15.625 top5 4.688 | Epoch: [28][186/553] Time 2.507 Data 0.001 Err 0.4432 top1 9.375 top5 3.125 | Epoch: [28][187/553] Time 2.474 Data 0.001 Err 0.5592 top1 14.844 top5 7.031 | Epoch: [28][188/553] Time 2.482 Data 0.001 Err 0.4193 top1 11.719 top5 1.562 | Epoch: [28][189/553] Time 2.439 Data 0.001 Err 0.6372 top1 17.969 top5 3.906 | Epoch: [28][190/553] Time 2.470 Data 0.001 Err 0.7603 top1 21.094 top5 6.250 | Epoch: [28][191/553] Time 2.460 Data 0.001 Err 0.6806 top1 14.844 top5 7.031 | Epoch: [28][192/553] Time 2.436 Data 0.004 Err 0.8090 top1 20.312 top5 7.812 | Epoch: [28][193/553] Time 2.443 Data 0.001 Err 0.7985 top1 17.969 top5 7.031 | Epoch: [28][194/553] Time 2.480 Data 0.001 Err 0.7245 top1 19.531 top5 6.250 | Epoch: [28][195/553] Time 2.509 Data 0.001 Err 0.6850 top1 15.625 top5 6.250 | Epoch: [28][196/553] Time 2.435 Data 0.001 Err 0.6327 top1 17.188 top5 4.688 | Epoch: [28][197/553] Time 2.446 Data 0.001 Err 0.6848 top1 16.406 top5 5.469 | Epoch: [28][198/553] Time 2.485 Data 0.001 Err 0.5878 top1 16.406 top5 3.906 | Epoch: [28][199/553] Time 2.466 Data 0.001 Err 0.6124 top1 16.406 top5 4.688 | Epoch: [28][200/553] Time 2.461 Data 0.001 Err 0.6649 top1 17.969 top5 7.031 | Epoch: [28][201/553] Time 2.440 Data 0.001 Err 0.7195 top1 13.281 top5 7.031 | Epoch: [28][202/553] Time 2.459 Data 0.001 Err 0.7110 top1 17.969 top5 3.906 | Epoch: [28][203/553] Time 2.439 Data 0.001 Err 0.7501 top1 16.406 top5 7.812 | Epoch: [28][204/553] Time 2.488 Data 0.001 Err 0.8164 top1 21.875 top5 6.250 | Epoch: [28][205/553] Time 2.463 Data 0.001 Err 0.8245 top1 23.438 top5 5.469 | Epoch: [28][206/553] Time 2.447 Data 0.001 Err 0.7600 top1 20.312 top5 7.031 | Epoch: [28][207/553] Time 2.444 Data 0.001 Err 0.8042 top1 21.094 top5 7.812 | Epoch: [28][208/553] Time 2.498 Data 0.001 Err 0.5910 top1 15.625 top5 5.469 | Epoch: [28][209/553] Time 2.463 Data 0.001 Err 0.6118 top1 17.188 top5 4.688 | Epoch: [28][210/553] Time 2.445 Data 0.001 Err 0.7331 top1 19.531 top5 3.906 | Epoch: [28][211/553] Time 2.434 Data 0.002 Err 0.4718 top1 14.062 top5 3.125 | Epoch: [28][212/553] Time 2.435 Data 0.001 Err 0.6110 top1 14.844 top5 4.688 | Epoch: [28][213/553] Time 2.439 Data 0.001 Err 0.5426 top1 12.500 top5 3.906 | Epoch: [28][214/553] Time 2.443 Data 0.001 Err 0.6431 top1 19.531 top5 6.250 | Epoch: [28][215/553] Time 2.479 Data 0.001 Err 0.8279 top1 22.656 top5 7.031 | Epoch: [28][216/553] Time 2.437 Data 0.001 Err 0.6211 top1 17.188 top5 4.688 | Epoch: [28][217/553] Time 2.456 Data 0.001 Err 0.6122 top1 18.750 top5 3.125 | Epoch: [28][218/553] Time 2.449 Data 0.001 Err 0.5308 top1 15.625 top5 3.125 | Epoch: [28][219/553] Time 2.446 Data 0.001 Err 0.9314 top1 22.656 top5 8.594 | Epoch: [28][220/553] Time 2.438 Data 0.001 Err 0.4897 top1 16.406 top5 1.562 | Epoch: [28][221/553] Time 2.509 Data 0.001 Err 0.7113 top1 22.656 top5 8.594 | Epoch: [28][222/553] Time 2.481 Data 0.001 Err 0.7078 top1 16.406 top5 4.688 | Epoch: [28][223/553] Time 2.468 Data 0.001 Err 0.6184 top1 17.188 top5 5.469 | Epoch: [28][224/553] Time 2.471 Data 0.001 Err 0.6347 top1 17.969 top5 4.688 | Epoch: [28][225/553] Time 2.437 Data 0.001 Err 0.5025 top1 16.406 top5 3.125 | Epoch: [28][226/553] Time 2.481 Data 0.001 Err 0.6360 top1 15.625 top5 5.469 | Epoch: [28][227/553] Time 2.442 Data 0.001 Err 0.6478 top1 17.188 top5 3.125 | Epoch: [28][228/553] Time 2.444 Data 0.001 Err 0.8041 top1 21.875 top5 5.469 | Epoch: [28][229/553] Time 2.491 Data 0.001 Err 0.5745 top1 17.188 top5 3.906 | Epoch: [28][230/553] Time 2.468 Data 0.002 Err 0.6698 top1 16.406 top5 7.812 | Epoch: [28][231/553] Time 2.443 Data 0.001 Err 0.6921 top1 15.625 top5 5.469 | Epoch: [28][232/553] Time 2.446 Data 0.001 Err 0.6604 top1 17.188 top5 7.812 | Epoch: [28][233/553] Time 2.464 Data 0.001 Err 0.7637 top1 19.531 top5 6.250 | Epoch: [28][234/553] Time 2.470 Data 0.001 Err 0.6582 top1 17.969 top5 7.812 | Epoch: [28][235/553] Time 2.479 Data 0.001 Err 0.6379 top1 18.750 top5 3.125 | Epoch: [28][236/553] Time 2.435 Data 0.001 Err 0.7275 top1 18.750 top5 7.812 | Epoch: [28][237/553] Time 2.501 Data 0.001 Err 0.7939 top1 26.562 top5 5.469 | Epoch: [28][238/553] Time 2.472 Data 0.001 Err 0.6752 top1 22.656 top5 3.125 | Epoch: [28][239/553] Time 2.433 Data 0.001 Err 0.8513 top1 24.219 top5 5.469 | Epoch: [28][240/553] Time 2.462 Data 0.001 Err 0.7172 top1 18.750 top5 6.250 | Epoch: [28][241/553] Time 2.444 Data 0.001 Err 0.8183 top1 23.438 top5 5.469 | Epoch: [28][242/553] Time 2.506 Data 0.001 Err 0.6849 top1 17.969 top5 3.906 | Epoch: [28][243/553] Time 2.474 Data 0.001 Err 0.9455 top1 25.781 top5 7.031 | Epoch: [28][244/553] Time 2.516 Data 0.000 Err 0.6848 top1 17.969 top5 3.906 | Epoch: [28][245/553] Time 2.445 Data 0.001 Err 0.9101 top1 20.312 top5 10.156 | Epoch: [28][246/553] Time 2.464 Data 0.001 Err 0.8651 top1 24.219 top5 5.469 | Epoch: [28][247/553] Time 2.515 Data 0.001 Err 0.6480 top1 17.188 top5 8.594 | Epoch: [28][248/553] Time 2.436 Data 0.001 Err 0.7269 top1 17.188 top5 7.031 | Epoch: [28][249/553] Time 2.452 Data 0.001 Err 0.5766 top1 17.188 top5 4.688 | Epoch: [28][250/553] Time 2.467 Data 0.001 Err 0.6629 top1 17.969 top5 6.250 | Epoch: [28][251/553] Time 2.443 Data 0.001 Err 0.6936 top1 18.750 top5 3.906 | Epoch: [28][252/553] Time 2.456 Data 0.001 Err 0.7231 top1 17.969 top5 3.906 | Epoch: [28][253/553] Time 2.496 Data 0.001 Err 0.7889 top1 18.750 top5 7.812 | Epoch: [28][254/553] Time 2.445 Data 0.001 Err 0.7733 top1 19.531 top5 9.375 | Epoch: [28][255/553] Time 2.437 Data 0.001 Err 0.6901 top1 17.969 top5 4.688 | Epoch: [28][256/553] Time 2.474 Data 0.001 Err 0.8887 top1 24.219 top5 8.594 | Epoch: [28][257/553] Time 2.447 Data 0.001 Err 0.8033 top1 22.656 top5 7.812 | Epoch: [28][258/553] Time 2.489 Data 0.001 Err 0.6790 top1 18.750 top5 6.250 | Epoch: [28][259/553] Time 2.448 Data 0.001 Err 0.5483 top1 14.062 top5 5.469 | Epoch: [28][260/553] Time 2.463 Data 0.001 Err 0.7489 top1 21.094 top5 7.812 | Epoch: [28][261/553] Time 2.440 Data 0.001 Err 0.7165 top1 21.094 top5 6.250 | Epoch: [28][262/553] Time 2.446 Data 0.001 Err 0.5657 top1 13.281 top5 6.250 | Epoch: [28][263/553] Time 2.437 Data 0.001 Err 0.7844 top1 25.781 top5 4.688 | Epoch: [28][264/553] Time 2.447 Data 0.001 Err 0.6238 top1 16.406 top5 5.469 | Epoch: [28][265/553] Time 2.452 Data 0.001 Err 0.7786 top1 24.219 top5 5.469 | Epoch: [28][266/553] Time 2.459 Data 0.001 Err 0.7280 top1 18.750 top5 7.031 | Epoch: [28][267/553] Time 2.439 Data 0.001 Err 0.6103 top1 17.969 top5 4.688 | Epoch: [28][268/553] Time 2.465 Data 0.001 Err 0.5116 top1 14.062 top5 2.344 | Epoch: [28][269/553] Time 2.450 Data 0.001 Err 0.8226 top1 21.094 top5 8.594 | Epoch: [28][270/553] Time 2.471 Data 0.001 Err 0.7043 top1 21.875 top5 7.031 | Epoch: [28][271/553] Time 2.440 Data 0.001 Err 0.7060 top1 21.875 top5 7.031 | Epoch: [28][272/553] Time 2.455 Data 0.001 Err 0.6605 top1 21.094 top5 3.906 | Epoch: [28][273/553] Time 2.457 Data 0.001 Err 0.7161 top1 17.188 top5 6.250 | Epoch: [28][274/553] Time 2.435 Data 0.001 Err 0.7970 top1 19.531 top5 6.250 | Epoch: [28][275/553] Time 2.440 Data 0.001 Err 0.5349 top1 12.500 top5 3.125 | Epoch: [28][276/553] Time 2.460 Data 0.001 Err 0.7697 top1 24.219 top5 6.250 | Epoch: [28][277/553] Time 2.451 Data 0.001 Err 0.8262 top1 21.094 top5 7.812 | Epoch: [28][278/553] Time 2.462 Data 0.001 Err 0.7730 top1 20.312 top5 7.031 | Epoch: [28][279/553] Time 2.443 Data 0.001 Err 0.8489 top1 24.219 top5 7.031 | Epoch: [28][280/553] Time 2.441 Data 0.001 Err 0.8086 top1 22.656 top5 6.250 | Epoch: [28][281/553] Time 2.432 Data 0.001 Err 0.5320 top1 12.500 top5 3.906 | Epoch: [28][282/553] Time 2.433 Data 0.001 Err 0.6576 top1 17.188 top5 5.469 | Epoch: [28][283/553] Time 2.478 Data 0.001 Err 0.5137 top1 14.062 top5 2.344 | Epoch: [28][284/553] Time 2.444 Data 0.001 Err 0.7941 top1 22.656 top5 7.812 | Epoch: [28][285/553] Time 2.442 Data 0.001 Err 0.7599 top1 21.875 top5 7.812 | Epoch: [28][286/553] Time 2.470 Data 0.001 Err 0.8257 top1 21.875 top5 5.469 | Epoch: [28][287/553] Time 2.458 Data 0.001 Err 0.7351 top1 21.094 top5 5.469 | Epoch: [28][288/553] Time 2.449 Data 0.001 Err 0.8180 top1 22.656 top5 5.469 | Epoch: [28][289/553] Time 2.453 Data 0.001 Err 0.7726 top1 22.656 top5 4.688 | Epoch: [28][290/553] Time 2.435 Data 0.001 Err 0.7078 top1 22.656 top5 7.031 | Epoch: [28][291/553] Time 2.448 Data 0.001 Err 0.8165 top1 24.219 top5 4.688 | Epoch: [28][292/553] Time 2.443 Data 0.001 Err 0.7486 top1 21.875 top5 5.469 | Epoch: [28][293/553] Time 2.454 Data 0.001 Err 0.6101 top1 17.188 top5 4.688 | Epoch: [28][294/553] Time 2.453 Data 0.001 Err 0.7466 top1 19.531 top5 8.594 | Epoch: [28][295/553] Time 2.428 Data 0.001 Err 0.7463 top1 18.750 top5 6.250 | Epoch: [28][296/553] Time 2.450 Data 0.001 Err 0.8181 top1 21.094 top5 3.125 | Epoch: [28][297/553] Time 2.441 Data 0.001 Err 0.6053 top1 19.531 top5 3.125 | Epoch: [28][298/553] Time 2.435 Data 0.001 Err 0.7285 top1 17.188 top5 5.469 | Epoch: [28][299/553] Time 2.444 Data 0.001 Err 0.8595 top1 26.562 top5 8.594 | Epoch: [28][300/553] Time 2.453 Data 0.001 Err 0.5907 top1 13.281 top5 4.688 | Epoch: [28][301/553] Time 2.445 Data 0.001 Err 0.7546 top1 16.406 top5 6.250 | Epoch: [28][302/553] Time 2.488 Data 0.001 Err 0.7553 top1 21.875 top5 6.250 | Epoch: [28][303/553] Time 2.489 Data 0.001 Err 0.8148 top1 21.094 top5 7.812 | Epoch: [28][304/553] Time 2.488 Data 0.001 Err 0.6571 top1 21.094 top5 5.469 | Epoch: [28][305/553] Time 2.435 Data 0.001 Err 0.6785 top1 19.531 top5 2.344 | Epoch: [28][306/553] Time 2.501 Data 0.002 Err 0.6803 top1 19.531 top5 7.031 | Epoch: [28][307/553] Time 2.440 Data 0.001 Err 0.8564 top1 20.312 top5 7.812 | Epoch: [28][308/553] Time 2.441 Data 0.001 Err 0.6364 top1 17.969 top5 3.906 | Epoch: [28][309/553] Time 2.445 Data 0.001 Err 0.5962 top1 17.188 top5 3.125 | Epoch: [28][310/553] Time 2.478 Data 0.001 Err 0.6891 top1 18.750 top5 5.469 | Epoch: [28][311/553] Time 2.440 Data 0.001 Err 0.8107 top1 20.312 top5 7.031 | Epoch: [28][312/553] Time 2.444 Data 0.001 Err 0.6578 top1 17.188 top5 3.125 | Epoch: [28][313/553] Time 2.445 Data 0.001 Err 0.9457 top1 28.125 top5 10.156 | Epoch: [28][314/553] Time 2.440 Data 0.001 Err 1.0054 top1 24.219 top5 10.938 | Epoch: [28][315/553] Time 2.439 Data 0.001 Err 0.7985 top1 24.219 top5 8.594 | Epoch: [28][316/553] Time 2.435 Data 0.001 Err 0.8580 top1 21.094 top5 3.906 | Epoch: [28][317/553] Time 2.443 Data 0.001 Err 0.6997 top1 19.531 top5 4.688 | Epoch: [28][318/553] Time 2.441 Data 0.001 Err 0.8829 top1 22.656 top5 7.812 | Epoch: [28][319/553] Time 2.450 Data 0.000 Err 0.7952 top1 20.312 top5 8.594 | Epoch: [28][320/553] Time 2.465 Data 0.001 Err 0.6291 top1 16.406 top5 5.469 | Epoch: [28][321/553] Time 2.443 Data 0.001 Err 0.6231 top1 16.406 top5 4.688 | Epoch: [28][322/553] Time 2.442 Data 0.001 Err 0.6527 top1 15.625 top5 6.250 | Epoch: [28][323/553] Time 2.452 Data 0.001 Err 0.9091 top1 22.656 top5 9.375 | Epoch: [28][324/553] Time 2.472 Data 0.001 Err 0.6664 top1 20.312 top5 5.469 | Epoch: [28][325/553] Time 2.442 Data 0.001 Err 0.8747 top1 25.000 top5 8.594 | Epoch: [28][326/553] Time 2.474 Data 0.000 Err 0.5550 top1 17.188 top5 0.781 | Epoch: [28][327/553] Time 2.436 Data 0.001 Err 0.8708 top1 21.875 top5 7.812 | Epoch: [28][328/553] Time 2.432 Data 0.001 Err 0.8416 top1 26.562 top5 3.906 | Epoch: [28][329/553] Time 2.438 Data 0.001 Err 0.8363 top1 24.219 top5 6.250 | Epoch: [28][330/553] Time 2.451 Data 0.001 Err 0.6831 top1 21.094 top5 3.906 | Epoch: [28][331/553] Time 2.445 Data 0.001 Err 0.8282 top1 23.438 top5 5.469 | Epoch: [28][332/553] Time 2.439 Data 0.001 Err 0.5789 top1 17.969 top5 3.906 | Epoch: [28][333/553] Time 2.446 Data 0.001 Err 0.6524 top1 18.750 top5 6.250 | Epoch: [28][334/553] Time 2.453 Data 0.001 Err 0.6088 top1 17.969 top5 6.250 | Epoch: [28][335/553] Time 2.442 Data 0.001 Err 0.4523 top1 15.625 top5 2.344 | Epoch: [28][336/553] Time 2.456 Data 0.001 Err 0.5918 top1 15.625 top5 3.906 | Epoch: [28][337/553] Time 2.441 Data 0.001 Err 0.8391 top1 20.312 top5 5.469 | Epoch: [28][338/553] Time 2.432 Data 0.001 Err 0.6608 top1 21.875 top5 3.125 | Epoch: [28][339/553] Time 2.441 Data 0.001 Err 0.6038 top1 18.750 top5 3.125 | Epoch: [28][340/553] Time 2.439 Data 0.001 Err 0.7306 top1 21.094 top5 5.469 | Epoch: [28][341/553] Time 2.441 Data 0.001 Err 0.7503 top1 16.406 top5 5.469 | Epoch: [28][342/553] Time 2.515 Data 0.001 Err 0.5931 top1 15.625 top5 3.906 | Epoch: [28][343/553] Time 2.480 Data 0.001 Err 0.6554 top1 18.750 top5 6.250 | Epoch: [28][344/553] Time 2.432 Data 0.001 Err 0.6841 top1 14.844 top5 8.594 | Epoch: [28][345/553] Time 2.433 Data 0.001 Err 0.5846 top1 14.062 top5 3.906 | Epoch: [28][346/553] Time 2.466 Data 0.001 Err 0.6980 top1 14.844 top5 6.250 | Epoch: [28][347/553] Time 2.439 Data 0.001 Err 0.8595 top1 24.219 top5 10.156 | Epoch: [28][348/553] Time 2.449 Data 0.001 Err 0.8820 top1 21.094 top5 8.594 | Epoch: [28][349/553] Time 2.446 Data 0.001 Err 0.6872 top1 14.062 top5 3.906 | Epoch: [28][350/553] Time 2.467 Data 0.001 Err 0.8555 top1 21.875 top5 6.250 | Epoch: [28][351/553] Time 2.433 Data 0.001 Err 0.6633 top1 15.625 top5 6.250 | Epoch: [28][352/553] Time 2.487 Data 0.001 Err 0.5916 top1 17.969 top5 2.344 | Epoch: [28][353/553] Time 2.439 Data 0.001 Err 0.8577 top1 23.438 top5 9.375 | Epoch: [28][354/553] Time 2.473 Data 0.001 Err 0.6585 top1 21.094 top5 6.250 | Epoch: [28][355/553] Time 2.438 Data 0.001 Err 0.4950 top1 14.062 top5 3.125 | Epoch: [28][356/553] Time 2.465 Data 0.001 Err 0.5612 top1 15.625 top5 3.125 | Epoch: [28][357/553] Time 2.442 Data 0.000 Err 0.8279 top1 21.875 top5 7.031 | Epoch: [28][358/553] Time 2.499 Data 0.001 Err 0.8222 top1 22.656 top5 10.156 | Epoch: [28][359/553] Time 2.437 Data 0.001 Err 0.7704 top1 23.438 top5 6.250 | Epoch: [28][360/553] Time 2.484 Data 0.001 Err 0.7665 top1 21.875 top5 7.031 | Epoch: [28][361/553] Time 2.448 Data 0.001 Err 0.6794 top1 17.188 top5 4.688 | Epoch: [28][362/553] Time 2.478 Data 0.001 Err 0.6475 top1 15.625 top5 4.688 | Epoch: [28][363/553] Time 2.439 Data 0.001 Err 0.5906 top1 16.406 top5 3.906 | Epoch: [28][364/553] Time 2.458 Data 0.001 Err 0.7650 top1 19.531 top5 7.031 | Epoch: [28][365/553] Time 2.453 Data 0.001 Err 0.6916 top1 20.312 top5 7.031 | Epoch: [28][366/553] Time 2.479 Data 0.001 Err 0.7490 top1 17.969 top5 5.469 | Epoch: [28][367/553] Time 2.444 Data 0.001 Err 0.6912 top1 18.750 top5 7.031 | Epoch: [28][368/553] Time 2.438 Data 0.001 Err 0.5996 top1 17.969 top5 4.688 | Epoch: [28][369/553] Time 2.454 Data 0.001 Err 0.9209 top1 22.656 top5 10.938 | Epoch: [28][370/553] Time 2.486 Data 0.001 Err 0.8398 top1 22.656 top5 8.594 | Epoch: [28][371/553] Time 2.452 Data 0.001 Err 0.7357 top1 18.750 top5 7.812 | Epoch: [28][372/553] Time 2.443 Data 0.001 Err 0.7296 top1 21.094 top5 3.906 | Epoch: [28][373/553] Time 2.471 Data 0.001 Err 0.5808 top1 16.406 top5 3.125 | Epoch: [28][374/553] Time 2.459 Data 0.001 Err 0.5791 top1 19.531 top5 2.344 | Epoch: [28][375/553] Time 2.448 Data 0.000 Err 0.8100 top1 22.656 top5 8.594 | Epoch: [28][376/553] Time 2.435 Data 0.001 Err 0.6745 top1 21.875 top5 6.250 | Epoch: [28][377/553] Time 2.437 Data 0.001 Err 0.8072 top1 21.875 top5 6.250 | Epoch: [28][378/553] Time 2.483 Data 0.001 Err 0.6554 top1 17.188 top5 6.250 | Epoch: [28][379/553] Time 2.443 Data 0.001 Err 0.5962 top1 15.625 top5 4.688 | Epoch: [28][380/553] Time 2.469 Data 0.001 Err 0.6595 top1 18.750 top5 4.688 | Epoch: [28][381/553] Time 2.434 Data 0.001 Err 0.7750 top1 17.969 top5 5.469 | Epoch: [28][382/553] Time 2.438 Data 0.001 Err 0.4597 top1 12.500 top5 2.344 | Epoch: [28][383/553] Time 2.446 Data 0.001 Err 0.6904 top1 17.969 top5 3.906 | Epoch: [28][384/553] Time 2.438 Data 0.001 Err 0.6838 top1 17.188 top5 5.469 | Epoch: [28][385/553] Time 2.449 Data 0.001 Err 0.7195 top1 19.531 top5 8.594 | Epoch: [28][386/553] Time 2.434 Data 0.001 Err 0.8443 top1 19.531 top5 6.250 | Epoch: [28][387/553] Time 2.436 Data 0.001 Err 0.6188 top1 19.531 top5 3.125 | Epoch: [28][388/553] Time 2.452 Data 0.001 Err 0.7485 top1 17.969 top5 6.250 | Epoch: [28][389/553] Time 2.507 Data 0.001 Err 0.7500 top1 19.531 top5 7.031 | Epoch: [28][390/553] Time 2.489 Data 0.001 Err 0.7350 top1 16.406 top5 5.469 | Epoch: [28][391/553] Time 2.437 Data 0.001 Err 0.8129 top1 25.000 top5 6.250 | Epoch: [28][392/553] Time 2.435 Data 0.001 Err 0.7206 top1 17.969 top5 5.469 | Epoch: [28][393/553] Time 2.459 Data 0.001 Err 0.8574 top1 25.000 top5 7.812 | Epoch: [28][394/553] Time 2.432 Data 0.001 Err 0.7085 top1 18.750 top5 6.250 | Epoch: [28][395/553] Time 2.439 Data 0.001 Err 0.8563 top1 26.562 top5 8.594 | Epoch: [28][396/553] Time 2.476 Data 0.000 Err 0.7426 top1 21.094 top5 8.594 | Epoch: [28][397/553] Time 2.479 Data 0.001 Err 0.6729 top1 20.312 top5 4.688 | Epoch: [28][398/553] Time 2.448 Data 0.001 Err 0.8631 top1 22.656 top5 7.812 | Epoch: [28][399/553] Time 2.484 Data 0.001 Err 0.7975 top1 22.656 top5 7.031 | Epoch: [28][400/553] Time 2.434 Data 0.001 Err 0.8084 top1 23.438 top5 7.812 | Epoch: [28][401/553] Time 2.496 Data 0.001 Err 0.5429 top1 12.500 top5 4.688 | Epoch: [28][402/553] Time 2.479 Data 0.001 Err 0.6552 top1 20.312 top5 6.250 | Epoch: [28][403/553] Time 2.447 Data 0.001 Err 0.6913 top1 19.531 top5 3.906 | Epoch: [28][404/553] Time 2.440 Data 0.001 Err 0.8390 top1 24.219 top5 4.688 | Epoch: [28][405/553] Time 2.460 Data 0.001 Err 0.8356 top1 22.656 top5 5.469 | Epoch: [28][406/553] Time 2.438 Data 0.001 Err 0.6976 top1 17.188 top5 5.469 | Epoch: [28][407/553] Time 2.479 Data 0.001 Err 0.5420 top1 15.625 top5 3.906 | Epoch: [28][408/553] Time 2.448 Data 0.001 Err 0.8236 top1 21.094 top5 6.250 | Epoch: [28][409/553] Time 2.463 Data 0.001 Err 0.6936 top1 17.969 top5 6.250 | Epoch: [28][410/553] Time 2.499 Data 0.001 Err 0.3791 top1 10.156 top5 2.344 | Epoch: [28][411/553] Time 2.439 Data 0.001 Err 0.7125 top1 21.094 top5 4.688 | Epoch: [28][412/553] Time 2.440 Data 0.001 Err 0.6928 top1 15.625 top5 7.031 | Epoch: [28][413/553] Time 2.441 Data 0.000 Err 0.6941 top1 15.625 top5 4.688 | Epoch: [28][414/553] Time 2.442 Data 0.000 Err 0.6967 top1 20.312 top5 4.688 | Epoch: [28][415/553] Time 2.433 Data 0.001 Err 0.7950 top1 21.875 top5 6.250 | Epoch: [28][416/553] Time 2.444 Data 0.001 Err 0.8341 top1 21.875 top5 7.031 | Epoch: [28][417/553] Time 2.466 Data 0.001 Err 0.7756 top1 18.750 top5 7.031 | Epoch: [28][418/553] Time 2.477 Data 0.001 Err 0.7627 top1 24.219 top5 3.125 | Epoch: [28][419/553] Time 2.439 Data 0.001 Err 0.8225 top1 21.094 top5 7.812 | Epoch: [28][420/553] Time 2.451 Data 0.001 Err 0.5524 top1 14.844 top5 3.906 | Epoch: [28][421/553] Time 2.463 Data 0.001 Err 0.6394 top1 12.500 top5 5.469 | Epoch: [28][422/553] Time 2.435 Data 0.001 Err 0.9361 top1 23.438 top5 9.375 | Epoch: [28][423/553] Time 2.446 Data 0.000 Err 0.7148 top1 17.969 top5 6.250 | Epoch: [28][424/553] Time 2.438 Data 0.001 Err 0.7532 top1 23.438 top5 7.812 | Epoch: [28][425/553] Time 2.443 Data 0.001 Err 0.5831 top1 17.188 top5 3.125 | Epoch: [28][426/553] Time 2.468 Data 0.001 Err 0.8621 top1 21.875 top5 8.594 | Epoch: [28][427/553] Time 2.436 Data 0.001 Err 0.5858 top1 16.406 top5 3.125 | Epoch: [28][428/553] Time 2.443 Data 0.001 Err 0.9203 top1 23.438 top5 10.156 | Epoch: [28][429/553] Time 2.438 Data 0.001 Err 0.5142 top1 17.188 top5 2.344 | Epoch: [28][430/553] Time 2.466 Data 0.001 Err 0.7080 top1 15.625 top5 9.375 | Epoch: [28][431/553] Time 2.432 Data 0.001 Err 0.8985 top1 26.562 top5 7.031 | Epoch: [28][432/553] Time 2.444 Data 0.001 Err 0.7399 top1 18.750 top5 9.375 | Epoch: [28][433/553] Time 2.444 Data 0.001 Err 0.7434 top1 21.875 top5 5.469 | Epoch: [28][434/553] Time 2.474 Data 0.000 Err 0.9647 top1 26.562 top5 7.031 | Epoch: [28][435/553] Time 2.452 Data 0.001 Err 0.5644 top1 13.281 top5 6.250 | Epoch: [28][436/553] Time 2.460 Data 0.001 Err 0.7207 top1 18.750 top5 5.469 | Epoch: [28][437/553] Time 2.440 Data 0.001 Err 0.7129 top1 17.188 top5 7.812 | Epoch: [28][438/553] Time 2.439 Data 0.001 Err 0.8020 top1 20.312 top5 7.031 | Epoch: [28][439/553] Time 2.485 Data 0.002 Err 0.6418 top1 18.750 top5 5.469 | Epoch: [28][440/553] Time 2.470 Data 0.001 Err 0.8987 top1 22.656 top5 7.031 | Epoch: [28][441/553] Time 2.443 Data 0.001 Err 0.6311 top1 19.531 top5 4.688 | Epoch: [28][442/553] Time 2.434 Data 0.001 Err 0.7340 top1 20.312 top5 7.031 | Epoch: [28][443/553] Time 2.439 Data 0.001 Err 0.6949 top1 15.625 top5 5.469 | Epoch: [28][444/553] Time 2.477 Data 0.001 Err 0.8396 top1 20.312 top5 7.812 | Epoch: [28][445/553] Time 2.482 Data 0.001 Err 0.9480 top1 25.000 top5 10.156 | Epoch: [28][446/553] Time 2.450 Data 0.001 Err 0.6513 top1 17.969 top5 3.125 | Epoch: [28][447/553] Time 2.448 Data 0.001 Err 0.8394 top1 21.875 top5 8.594 | Epoch: [28][448/553] Time 2.432 Data 0.001 Err 0.4872 top1 11.719 top5 2.344 | Epoch: [28][449/553] Time 2.437 Data 0.001 Err 0.7201 top1 20.312 top5 5.469 | Epoch: [28][450/553] Time 2.459 Data 0.001 Err 0.7207 top1 20.312 top5 3.906 | Epoch: [28][451/553] Time 2.436 Data 0.001 Err 0.5260 top1 17.188 top5 4.688 | Epoch: [28][452/553] Time 2.449 Data 0.001 Err 1.0472 top1 28.125 top5 10.156 | Epoch: [28][453/553] Time 2.453 Data 0.001 Err 0.8402 top1 25.781 top5 7.031 | Epoch: [28][454/553] Time 2.446 Data 0.001 Err 0.8892 top1 23.438 top5 10.156 | Epoch: [28][455/553] Time 2.442 Data 0.001 Err 0.7604 top1 21.094 top5 7.812 | Epoch: [28][456/553] Time 2.500 Data 0.001 Err 0.5666 top1 17.188 top5 2.344 | Epoch: [28][457/553] Time 2.435 Data 0.001 Err 0.6033 top1 17.188 top5 3.125 | Epoch: [28][458/553] Time 2.449 Data 0.001 Err 0.8576 top1 22.656 top5 10.938 | Epoch: [28][459/553] Time 2.439 Data 0.001 Err 0.5313 top1 12.500 top5 3.125 | Epoch: [28][460/553] Time 2.435 Data 0.001 Err 0.6356 top1 21.094 top5 4.688 | Epoch: [28][461/553] Time 2.454 Data 0.001 Err 0.8359 top1 19.531 top5 5.469 | Epoch: [28][462/553] Time 2.435 Data 0.001 Err 0.8297 top1 21.875 top5 5.469 | Epoch: [28][463/553] Time 2.477 Data 0.001 Err 0.5583 top1 16.406 top5 3.906 | Epoch: [28][464/553] Time 2.441 Data 0.001 Err 0.6177 top1 18.750 top5 3.906 | Epoch: [28][465/553] Time 2.441 Data 0.001 Err 0.9681 top1 25.000 top5 8.594 | Epoch: [28][466/553] Time 2.451 Data 0.001 Err 0.5634 top1 14.844 top5 3.125 | Epoch: [28][467/553] Time 2.464 Data 0.001 Err 0.7358 top1 20.312 top5 6.250 | Epoch: [28][468/553] Time 2.449 Data 0.001 Err 0.6993 top1 20.312 top5 6.250 | Epoch: [28][469/553] Time 2.449 Data 0.001 Err 0.9729 top1 27.344 top5 9.375 | Epoch: [28][470/553] Time 2.463 Data 0.001 Err 0.8047 top1 22.656 top5 7.031 | Epoch: [28][471/553] Time 2.434 Data 0.001 Err 0.6548 top1 17.188 top5 7.031 | Epoch: [28][472/553] Time 2.447 Data 0.001 Err 0.6290 top1 17.969 top5 2.344 | Epoch: [28][473/553] Time 2.442 Data 0.001 Err 0.5533 top1 16.406 top5 4.688 | Epoch: [28][474/553] Time 2.460 Data 0.001 Err 0.8029 top1 19.531 top5 8.594 | Epoch: [28][475/553] Time 2.446 Data 0.001 Err 0.7261 top1 21.094 top5 5.469 | Epoch: [28][476/553] Time 2.432 Data 0.001 Err 0.7523 top1 20.312 top5 7.031 | Epoch: [28][477/553] Time 2.482 Data 0.001 Err 0.6875 top1 21.875 top5 4.688 | Epoch: [28][478/553] Time 2.508 Data 0.001 Err 0.7157 top1 20.312 top5 6.250 | Epoch: [28][479/553] Time 2.489 Data 0.001 Err 0.6402 top1 17.969 top5 5.469 | Epoch: [28][480/553] Time 2.503 Data 0.001 Err 0.7347 top1 17.188 top5 6.250 | Epoch: [28][481/553] Time 2.436 Data 0.001 Err 0.6438 top1 14.062 top5 5.469 | Epoch: [28][482/553] Time 2.470 Data 0.001 Err 0.8598 top1 23.438 top5 6.250 | Epoch: [28][483/553] Time 2.440 Data 0.001 Err 1.0229 top1 27.344 top5 7.812 | Epoch: [28][484/553] Time 2.436 Data 0.001 Err 0.8346 top1 24.219 top5 4.688 | Epoch: [28][485/553] Time 2.435 Data 0.001 Err 0.8254 top1 20.312 top5 7.812 | Epoch: [28][486/553] Time 2.500 Data 0.001 Err 0.8600 top1 24.219 top5 7.031 | Epoch: [28][487/553] Time 2.451 Data 0.001 Err 0.6113 top1 14.844 top5 5.469 | Epoch: [28][488/553] Time 2.437 Data 0.001 Err 0.6556 top1 20.312 top5 5.469 | Epoch: [28][489/553] Time 2.461 Data 0.001 Err 0.5043 top1 13.281 top5 3.125 | Epoch: [28][490/553] Time 2.473 Data 0.000 Err 0.9013 top1 24.219 top5 8.594 | Epoch: [28][491/553] Time 2.447 Data 0.001 Err 0.8944 top1 23.438 top5 5.469 | Epoch: [28][492/553] Time 2.479 Data 0.001 Err 0.6900 top1 21.094 top5 7.812 | Epoch: [28][493/553] Time 2.437 Data 0.001 Err 0.6221 top1 15.625 top5 3.906 | Epoch: [28][494/553] Time 2.471 Data 0.001 Err 1.1680 top1 27.344 top5 11.719 | Epoch: [28][495/553] Time 2.490 Data 0.001 Err 0.6459 top1 19.531 top5 3.125 | Epoch: [28][496/553] Time 2.446 Data 0.001 Err 0.7300 top1 18.750 top5 5.469 | Epoch: [28][497/553] Time 2.463 Data 0.001 Err 0.6393 top1 17.969 top5 5.469 | Epoch: [28][498/553] Time 2.469 Data 0.001 Err 0.6663 top1 23.438 top5 3.906 | Epoch: [28][499/553] Time 2.464 Data 0.001 Err 0.7553 top1 20.312 top5 6.250 | Epoch: [28][500/553] Time 2.441 Data 0.001 Err 0.6441 top1 16.406 top5 5.469 | Epoch: [28][501/553] Time 2.432 Data 0.001 Err 0.6957 top1 17.969 top5 7.031 | Epoch: [28][502/553] Time 2.468 Data 0.001 Err 0.6787 top1 15.625 top5 8.594 | Epoch: [28][503/553] Time 2.474 Data 0.001 Err 0.6990 top1 18.750 top5 5.469 | Epoch: [28][504/553] Time 2.437 Data 0.001 Err 0.6353 top1 18.750 top5 5.469 | Epoch: [28][505/553] Time 2.464 Data 0.001 Err 0.7418 top1 18.750 top5 7.031 | Epoch: [28][506/553] Time 2.453 Data 0.001 Err 0.7543 top1 19.531 top5 7.812 | Epoch: [28][507/553] Time 2.443 Data 0.001 Err 0.8854 top1 23.438 top5 7.812 | Epoch: [28][508/553] Time 2.462 Data 0.001 Err 0.8219 top1 23.438 top5 3.125 | Epoch: [28][509/553] Time 2.440 Data 0.001 Err 0.5309 top1 16.406 top5 1.562 | Epoch: [28][510/553] Time 2.474 Data 0.001 Err 0.8464 top1 22.656 top5 7.031 | Epoch: [28][511/553] Time 2.511 Data 0.001 Err 0.9168 top1 24.219 top5 7.812 | Epoch: [28][512/553] Time 2.491 Data 0.001 Err 0.6982 top1 19.531 top5 7.812 | Epoch: [28][513/553] Time 2.504 Data 0.001 Err 0.6941 top1 21.875 top5 4.688 | Epoch: [28][514/553] Time 2.499 Data 0.001 Err 0.6389 top1 16.406 top5 2.344 | Epoch: [28][515/553] Time 2.497 Data 0.001 Err 0.6767 top1 19.531 top5 6.250 | Epoch: [28][516/553] Time 2.496 Data 0.001 Err 0.7632 top1 20.312 top5 7.031 | Epoch: [28][517/553] Time 2.441 Data 0.001 Err 0.7719 top1 21.875 top5 6.250 | Epoch: [28][518/553] Time 2.439 Data 0.001 Err 0.6861 top1 16.406 top5 7.812 | Epoch: [28][519/553] Time 2.438 Data 0.001 Err 0.6434 top1 17.188 top5 3.906 | Epoch: [28][520/553] Time 2.470 Data 0.001 Err 0.6800 top1 19.531 top5 3.906 | Epoch: [28][521/553] Time 2.449 Data 0.001 Err 0.7790 top1 24.219 top5 6.250 | Epoch: [28][522/553] Time 2.461 Data 0.001 Err 0.8596 top1 25.000 top5 6.250 | Epoch: [28][523/553] Time 2.462 Data 0.001 Err 0.6689 top1 19.531 top5 4.688 | Epoch: [28][524/553] Time 2.461 Data 0.001 Err 1.0333 top1 26.562 top5 7.031 | Epoch: [28][525/553] Time 2.517 Data 0.001 Err 0.6364 top1 18.750 top5 5.469 | Epoch: [28][526/553] Time 2.440 Data 0.001 Err 0.6576 top1 17.969 top5 6.250 | Epoch: [28][527/553] Time 2.472 Data 0.001 Err 0.6809 top1 22.656 top5 5.469 | Epoch: [28][528/553] Time 2.473 Data 0.000 Err 0.6027 top1 14.844 top5 4.688 | Epoch: [28][529/553] Time 2.481 Data 0.001 Err 0.8375 top1 25.000 top5 6.250 | Epoch: [28][530/553] Time 2.480 Data 0.001 Err 0.7465 top1 21.094 top5 5.469 | Epoch: [28][531/553] Time 2.444 Data 0.001 Err 0.5997 top1 17.188 top5 4.688 | Epoch: [28][532/553] Time 2.469 Data 0.001 Err 0.7100 top1 19.531 top5 5.469 | Epoch: [28][533/553] Time 2.462 Data 0.001 Err 0.7383 top1 21.094 top5 4.688 | Epoch: [28][534/553] Time 2.448 Data 0.001 Err 0.7684 top1 21.875 top5 5.469 | Epoch: [28][535/553] Time 2.465 Data 0.001 Err 0.6617 top1 17.969 top5 7.031 | Epoch: [28][536/553] Time 2.479 Data 0.001 Err 0.6197 top1 18.750 top5 4.688 | Epoch: [28][537/553] Time 2.461 Data 0.001 Err 0.6643 top1 20.312 top5 5.469 | Epoch: [28][538/553] Time 2.441 Data 0.001 Err 0.8396 top1 21.094 top5 3.906 | Epoch: [28][539/553] Time 2.439 Data 0.001 Err 0.5510 top1 13.281 top5 3.906 | Epoch: [28][540/553] Time 2.468 Data 0.001 Err 0.9072 top1 21.875 top5 8.594 | Epoch: [28][541/553] Time 2.470 Data 0.001 Err 0.7215 top1 18.750 top5 5.469 | Epoch: [28][542/553] Time 2.465 Data 0.001 Err 0.8004 top1 23.438 top5 4.688 | Epoch: [28][543/553] Time 2.444 Data 0.000 Err 0.6654 top1 17.188 top5 5.469 | Epoch: [28][544/553] Time 2.470 Data 0.000 Err 0.6208 top1 15.625 top5 4.688 | Epoch: [28][545/553] Time 2.469 Data 0.000 Err 1.1827 top1 29.688 top5 12.500 | Epoch: [28][546/553] Time 2.442 Data 0.000 Err 0.8265 top1 28.125 top5 4.688 | Epoch: [28][547/553] Time 2.438 Data 0.000 Err 0.7070 top1 17.969 top5 3.125 | Epoch: [28][548/553] Time 2.435 Data 0.000 Err 0.7430 top1 21.094 top5 6.250 | Epoch: [28][549/553] Time 2.433 Data 0.000 Err 0.6869 top1 18.750 top5 3.906 | Epoch: [28][550/553] Time 2.434 Data 0.000 Err 0.7254 top1 19.531 top5 6.250 | Epoch: [28][551/553] Time 2.441 Data 0.000 Err 0.7389 top1 23.438 top5 7.812 | Epoch: [28][552/553] Time 2.443 Data 0.000 Err 0.9469 top1 26.562 top5 7.812 | Epoch: [28][553/553] Time 1.030 Data 0.000 Err 1.1218 top1 38.636 top5 9.091 | Test: [28][1/198] Time 2.467 Data 1.746 top1 27.344 ( 27.344) top5 10.156 ( 10.156) | Test: [28][2/198] Time 0.726 Data 0.001 top1 34.375 ( 30.859) top5 8.594 ( 9.375) | Test: [28][3/198] Time 0.713 Data 0.000 top1 18.750 ( 26.823) top5 7.031 ( 8.594) | Test: [28][4/198] Time 0.719 Data 0.001 top1 26.562 ( 26.758) top5 9.375 ( 8.789) | Test: [28][5/198] Time 0.713 Data 0.001 top1 23.438 ( 26.094) top5 9.375 ( 8.906) | Test: [28][6/198] Time 0.713 Data 0.001 top1 39.844 ( 28.385) top5 11.719 ( 9.375) | Test: [28][7/198] Time 0.714 Data 0.001 top1 32.812 ( 29.018) top5 11.719 ( 9.710) | Test: [28][8/198] Time 0.713 Data 0.001 top1 25.781 ( 28.613) top5 11.719 ( 9.961) | Test: [28][9/198] Time 0.725 Data 0.001 top1 31.250 ( 28.906) top5 10.156 ( 9.983) | Test: [28][10/198] Time 0.717 Data 0.001 top1 35.156 ( 29.531) top5 7.812 ( 9.766) | Test: [28][11/198] Time 0.722 Data 0.001 top1 29.688 ( 29.545) top5 9.375 ( 9.730) | Test: [28][12/198] Time 0.719 Data 0.001 top1 27.344 ( 29.362) top5 12.500 ( 9.961) | Test: [28][13/198] Time 0.720 Data 0.001 top1 28.125 ( 29.267) top5 5.469 ( 9.615) | Test: [28][14/198] Time 0.723 Data 0.001 top1 26.562 ( 29.074) top5 3.906 ( 9.208) | Test: [28][15/198] Time 0.723 Data 0.001 top1 21.875 ( 28.594) top5 6.250 ( 9.010) | Test: [28][16/198] Time 0.718 Data 0.001 top1 30.469 ( 28.711) top5 10.938 ( 9.131) | Test: [28][17/198] Time 0.715 Data 0.001 top1 32.031 ( 28.906) top5 7.812 ( 9.053) | Test: [28][18/198] Time 0.719 Data 0.001 top1 35.938 ( 29.297) top5 10.938 ( 9.158) | Test: [28][19/198] Time 0.720 Data 0.001 top1 33.594 ( 29.523) top5 7.812 ( 9.087) | Test: [28][20/198] Time 0.715 Data 0.001 top1 38.281 ( 29.961) top5 10.938 ( 9.180) | Test: [28][21/198] Time 0.724 Data 0.001 top1 31.250 ( 30.022) top5 11.719 ( 9.301) | Test: [28][22/198] Time 0.714 Data 0.001 top1 28.906 ( 29.972) top5 7.812 ( 9.233) | Test: [28][23/198] Time 0.717 Data 0.001 top1 37.500 ( 30.299) top5 11.719 ( 9.341) | Test: [28][24/198] Time 0.717 Data 0.001 top1 39.062 ( 30.664) top5 12.500 ( 9.473) | Test: [28][25/198] Time 0.728 Data 0.001 top1 31.250 ( 30.688) top5 10.938 ( 9.531) | Test: [28][26/198] Time 0.740 Data 0.001 top1 32.812 ( 30.769) top5 8.594 ( 9.495) | Test: [28][27/198] Time 0.724 Data 0.001 top1 34.375 ( 30.903) top5 8.594 ( 9.462) | Test: [28][28/198] Time 0.742 Data 0.001 top1 25.781 ( 30.720) top5 9.375 ( 9.459) | Test: [28][29/198] Time 0.715 Data 0.001 top1 33.594 ( 30.819) top5 12.500 ( 9.564) | Test: [28][30/198] Time 0.717 Data 0.002 top1 30.469 ( 30.807) top5 8.594 ( 9.531) | Test: [28][31/198] Time 0.739 Data 0.001 top1 29.688 ( 30.771) top5 9.375 ( 9.526) | Test: [28][32/198] Time 0.719 Data 0.001 top1 35.156 ( 30.908) top5 9.375 ( 9.521) | Test: [28][33/198] Time 0.731 Data 0.001 top1 26.562 ( 30.777) top5 4.688 ( 9.375) | Test: [28][34/198] Time 0.725 Data 0.001 top1 35.156 ( 30.905) top5 11.719 ( 9.444) | Test: [28][35/198] Time 0.726 Data 0.001 top1 29.688 ( 30.871) top5 8.594 ( 9.420) | Test: [28][36/198] Time 0.716 Data 0.001 top1 28.125 ( 30.794) top5 8.594 ( 9.397) | Test: [28][37/198] Time 0.725 Data 0.001 top1 29.688 ( 30.764) top5 5.469 ( 9.291) | Test: [28][38/198] Time 0.730 Data 0.001 top1 25.781 ( 30.633) top5 9.375 ( 9.293) | Test: [28][39/198] Time 0.716 Data 0.001 top1 26.562 ( 30.529) top5 9.375 ( 9.295) | Test: [28][40/198] Time 0.717 Data 0.001 top1 32.031 ( 30.566) top5 10.938 ( 9.336) | Test: [28][41/198] Time 0.724 Data 0.001 top1 32.812 ( 30.621) top5 9.375 ( 9.337) | Test: [28][42/198] Time 0.729 Data 0.001 top1 28.906 ( 30.580) top5 11.719 ( 9.394) | Test: [28][43/198] Time 0.717 Data 0.001 top1 29.688 ( 30.560) top5 10.156 ( 9.411) | Test: [28][44/198] Time 0.711 Data 0.001 top1 36.719 ( 30.700) top5 10.156 ( 9.428) | Test: [28][45/198] Time 0.719 Data 0.001 top1 35.156 ( 30.799) top5 9.375 ( 9.427) | Test: [28][46/198] Time 0.717 Data 0.001 top1 25.781 ( 30.690) top5 10.156 ( 9.443) | Test: [28][47/198] Time 0.721 Data 0.001 top1 37.500 ( 30.834) top5 10.938 ( 9.475) | Test: [28][48/198] Time 0.715 Data 0.001 top1 28.125 ( 30.778) top5 15.625 ( 9.603) | Test: [28][49/198] Time 0.722 Data 0.003 top1 30.469 ( 30.772) top5 4.688 ( 9.503) | Test: [28][50/198] Time 0.722 Data 0.001 top1 25.781 ( 30.672) top5 8.594 ( 9.484) | Test: [28][51/198] Time 0.718 Data 0.001 top1 29.688 ( 30.653) top5 10.156 ( 9.498) | Test: [28][52/198] Time 0.714 Data 0.001 top1 31.250 ( 30.664) top5 13.281 ( 9.570) | Test: [28][53/198] Time 0.713 Data 0.001 top1 30.469 ( 30.660) top5 9.375 ( 9.567) | Test: [28][54/198] Time 0.723 Data 0.001 top1 29.688 ( 30.642) top5 10.938 ( 9.592) | Test: [28][55/198] Time 0.715 Data 0.001 top1 34.375 ( 30.710) top5 8.594 ( 9.574) | Test: [28][56/198] Time 0.725 Data 0.001 top1 25.781 ( 30.622) top5 8.594 ( 9.556) | Test: [28][57/198] Time 0.726 Data 0.001 top1 28.906 ( 30.592) top5 5.469 ( 9.485) | Test: [28][58/198] Time 0.722 Data 0.001 top1 28.906 ( 30.563) top5 8.594 ( 9.469) | Test: [28][59/198] Time 0.721 Data 0.001 top1 28.906 ( 30.535) top5 10.938 ( 9.494) | Test: [28][60/198] Time 0.716 Data 0.001 top1 19.531 ( 30.352) top5 4.688 ( 9.414) | Test: [28][61/198] Time 0.723 Data 0.001 top1 25.781 ( 30.277) top5 8.594 ( 9.401) | Test: [28][62/198] Time 0.718 Data 0.002 top1 25.000 ( 30.192) top5 7.812 ( 9.375) | Test: [28][63/198] Time 0.730 Data 0.001 top1 28.906 ( 30.171) top5 6.250 ( 9.325) | Test: [28][64/198] Time 0.721 Data 0.001 top1 30.469 ( 30.176) top5 5.469 ( 9.265) | Test: [28][65/198] Time 0.723 Data 0.001 top1 32.031 ( 30.204) top5 12.500 ( 9.315) | Test: [28][66/198] Time 0.718 Data 0.001 top1 31.250 ( 30.220) top5 7.812 ( 9.292) | Test: [28][67/198] Time 0.713 Data 0.001 top1 31.250 ( 30.236) top5 13.281 ( 9.352) | Test: [28][68/198] Time 0.716 Data 0.001 top1 32.031 ( 30.262) top5 8.594 ( 9.341) | Test: [28][69/198] Time 0.713 Data 0.001 top1 35.156 ( 30.333) top5 7.812 ( 9.318) | Test: [28][70/198] Time 0.714 Data 0.001 top1 31.250 ( 30.346) top5 10.156 ( 9.330) | Test: [28][71/198] Time 0.724 Data 0.001 top1 32.031 ( 30.370) top5 8.594 ( 9.320) | Test: [28][72/198] Time 0.718 Data 0.001 top1 25.000 ( 30.295) top5 7.031 ( 9.288) | Test: [28][73/198] Time 0.715 Data 0.001 top1 28.906 ( 30.276) top5 8.594 ( 9.279) | Test: [28][74/198] Time 0.719 Data 0.001 top1 24.219 ( 30.194) top5 8.594 ( 9.269) | Test: [28][75/198] Time 0.717 Data 0.001 top1 27.344 ( 30.156) top5 7.812 ( 9.250) | Test: [28][76/198] Time 0.716 Data 0.001 top1 30.469 ( 30.160) top5 5.469 ( 9.200) | Test: [28][77/198] Time 0.729 Data 0.001 top1 29.688 ( 30.154) top5 8.594 ( 9.192) | Test: [28][78/198] Time 0.733 Data 0.001 top1 27.344 ( 30.118) top5 7.812 ( 9.175) | Test: [28][79/198] Time 0.723 Data 0.001 top1 28.906 ( 30.103) top5 10.156 ( 9.187) | Test: [28][80/198] Time 0.723 Data 0.001 top1 32.812 ( 30.137) top5 12.500 ( 9.229) | Test: [28][81/198] Time 0.724 Data 0.004 top1 21.875 ( 30.035) top5 3.906 ( 9.163) | Test: [28][82/198] Time 0.723 Data 0.002 top1 29.688 ( 30.030) top5 10.156 ( 9.175) | Test: [28][83/198] Time 0.718 Data 0.001 top1 25.000 ( 29.970) top5 5.469 ( 9.130) | Test: [28][84/198] Time 0.713 Data 0.001 top1 32.812 ( 30.004) top5 10.938 ( 9.152) | Test: [28][85/198] Time 0.731 Data 0.001 top1 32.031 ( 30.028) top5 10.938 ( 9.173) | Test: [28][86/198] Time 0.719 Data 0.001 top1 26.562 ( 29.987) top5 7.812 ( 9.157) | Test: [28][87/198] Time 0.745 Data 0.001 top1 32.812 ( 30.020) top5 9.375 ( 9.159) | Test: [28][88/198] Time 0.742 Data 0.001 top1 36.719 ( 30.096) top5 9.375 ( 9.162) | Test: [28][89/198] Time 0.736 Data 0.005 top1 39.844 ( 30.205) top5 13.281 ( 9.208) | Test: [28][90/198] Time 0.720 Data 0.001 top1 32.031 ( 30.226) top5 11.719 ( 9.236) | Test: [28][91/198] Time 0.718 Data 0.001 top1 25.781 ( 30.177) top5 6.250 ( 9.203) | Test: [28][92/198] Time 0.715 Data 0.001 top1 29.688 ( 30.172) top5 6.250 ( 9.171) | Test: [28][93/198] Time 0.716 Data 0.001 top1 23.438 ( 30.099) top5 8.594 ( 9.165) | Test: [28][94/198] Time 0.724 Data 0.001 top1 39.844 ( 30.203) top5 9.375 ( 9.167) | Test: [28][95/198] Time 0.721 Data 0.001 top1 28.906 ( 30.189) top5 7.812 ( 9.153) | Test: [28][96/198] Time 0.711 Data 0.001 top1 28.125 ( 30.168) top5 9.375 ( 9.155) | Test: [28][97/198] Time 0.719 Data 0.001 top1 24.219 ( 30.106) top5 6.250 ( 9.125) | Test: [28][98/198] Time 0.717 Data 0.001 top1 31.250 ( 30.118) top5 7.031 ( 9.104) | Test: [28][99/198] Time 0.716 Data 0.001 top1 32.031 ( 30.137) top5 8.594 ( 9.099) | Test: [28][100/198] Time 0.718 Data 0.001 top1 28.125 ( 30.117) top5 7.812 ( 9.086) | Test: [28][101/198] Time 0.717 Data 0.001 top1 36.719 ( 30.183) top5 8.594 ( 9.081) | Test: [28][102/198] Time 0.718 Data 0.001 top1 25.781 ( 30.139) top5 10.938 ( 9.099) | Test: [28][103/198] Time 0.716 Data 0.001 top1 26.562 ( 30.105) top5 11.719 ( 9.125) | Test: [28][104/198] Time 0.721 Data 0.001 top1 27.344 ( 30.078) top5 7.031 ( 9.105) | Test: [28][105/198] Time 0.715 Data 0.001 top1 30.469 ( 30.082) top5 9.375 ( 9.107) | Test: [28][106/198] Time 0.735 Data 0.001 top1 27.344 ( 30.056) top5 7.812 ( 9.095) | Test: [28][107/198] Time 0.719 Data 0.001 top1 31.250 ( 30.067) top5 10.938 ( 9.112) | Test: [28][108/198] Time 0.710 Data 0.001 top1 31.250 ( 30.078) top5 8.594 ( 9.107) | Test: [28][109/198] Time 0.715 Data 0.001 top1 28.906 ( 30.067) top5 6.250 ( 9.081) | Test: [28][110/198] Time 0.716 Data 0.001 top1 29.688 ( 30.064) top5 7.031 ( 9.062) | Test: [28][111/198] Time 0.721 Data 0.001 top1 25.781 ( 30.025) top5 10.938 ( 9.079) | Test: [28][112/198] Time 0.719 Data 0.001 top1 28.906 ( 30.015) top5 10.938 ( 9.096) | Test: [28][113/198] Time 0.735 Data 0.001 top1 25.000 ( 29.971) top5 6.250 ( 9.071) | Test: [28][114/198] Time 0.723 Data 0.001 top1 32.812 ( 29.996) top5 6.250 ( 9.046) | Test: [28][115/198] Time 0.721 Data 0.001 top1 26.562 ( 29.966) top5 10.938 ( 9.062) | Test: [28][116/198] Time 0.723 Data 0.001 top1 32.031 ( 29.984) top5 9.375 ( 9.065) | Test: [28][117/198] Time 0.718 Data 0.001 top1 28.125 ( 29.968) top5 7.812 ( 9.054) | Test: [28][118/198] Time 0.715 Data 0.001 top1 28.906 ( 29.959) top5 7.031 ( 9.037) | Test: [28][119/198] Time 0.715 Data 0.001 top1 28.125 ( 29.944) top5 10.938 ( 9.053) | Test: [28][120/198] Time 0.715 Data 0.001 top1 28.125 ( 29.928) top5 10.156 ( 9.062) | Test: [28][121/198] Time 0.725 Data 0.001 top1 27.344 ( 29.907) top5 10.156 ( 9.072) | Test: [28][122/198] Time 0.723 Data 0.001 top1 28.906 ( 29.899) top5 8.594 ( 9.068) | Test: [28][123/198] Time 0.720 Data 0.001 top1 25.000 ( 29.859) top5 7.812 ( 9.057) | Test: [28][124/198] Time 0.717 Data 0.001 top1 37.500 ( 29.921) top5 12.500 ( 9.085) | Test: [28][125/198] Time 0.717 Data 0.001 top1 32.031 ( 29.938) top5 11.719 ( 9.106) | Test: [28][126/198] Time 0.725 Data 0.001 top1 35.156 ( 29.979) top5 13.281 ( 9.139) | Test: [28][127/198] Time 0.717 Data 0.001 top1 29.688 ( 29.977) top5 11.719 ( 9.160) | Test: [28][128/198] Time 0.718 Data 0.001 top1 32.812 ( 29.999) top5 9.375 ( 9.161) | Test: [28][129/198] Time 0.710 Data 0.001 top1 33.594 ( 30.027) top5 7.031 ( 9.145) | Test: [28][130/198] Time 0.725 Data 0.001 top1 32.031 ( 30.042) top5 10.156 ( 9.153) | Test: [28][131/198] Time 0.719 Data 0.001 top1 30.469 ( 30.045) top5 6.250 ( 9.130) | Test: [28][132/198] Time 0.713 Data 0.001 top1 26.562 ( 30.019) top5 6.250 ( 9.109) | Test: [28][133/198] Time 0.715 Data 0.001 top1 33.594 ( 30.046) top5 9.375 ( 9.111) | Test: [28][134/198] Time 0.720 Data 0.001 top1 25.781 ( 30.014) top5 7.031 ( 9.095) | Test: [28][135/198] Time 0.726 Data 0.001 top1 34.375 ( 30.046) top5 8.594 ( 9.091) | Test: [28][136/198] Time 0.728 Data 0.001 top1 20.312 ( 29.975) top5 9.375 ( 9.094) | Test: [28][137/198] Time 0.728 Data 0.001 top1 32.812 ( 29.995) top5 13.281 ( 9.124) | Test: [28][138/198] Time 0.723 Data 0.001 top1 28.906 ( 29.988) top5 10.938 ( 9.137) | Test: [28][139/198] Time 0.720 Data 0.001 top1 20.312 ( 29.918) top5 7.031 ( 9.122) | Test: [28][140/198] Time 0.721 Data 0.001 top1 26.562 ( 29.894) top5 8.594 ( 9.118) | Test: [28][141/198] Time 0.721 Data 0.001 top1 24.219 ( 29.854) top5 9.375 ( 9.120) | Test: [28][142/198] Time 0.724 Data 0.002 top1 28.125 ( 29.842) top5 8.594 ( 9.116) | Test: [28][143/198] Time 0.722 Data 0.001 top1 28.906 ( 29.835) top5 8.594 ( 9.113) | Test: [28][144/198] Time 0.719 Data 0.001 top1 21.875 ( 29.780) top5 5.469 ( 9.087) | Test: [28][145/198] Time 0.722 Data 0.001 top1 31.250 ( 29.790) top5 9.375 ( 9.089) | Test: [28][146/198] Time 0.737 Data 0.001 top1 25.000 ( 29.757) top5 6.250 ( 9.070) | Test: [28][147/198] Time 0.723 Data 0.001 top1 25.000 ( 29.725) top5 5.469 ( 9.045) | Test: [28][148/198] Time 0.717 Data 0.001 top1 31.250 ( 29.735) top5 8.594 ( 9.042) | Test: [28][149/198] Time 0.733 Data 0.001 top1 28.906 ( 29.729) top5 7.031 ( 9.029) | Test: [28][150/198] Time 0.720 Data 0.001 top1 32.031 ( 29.745) top5 7.812 ( 9.021) | Test: [28][151/198] Time 0.722 Data 0.001 top1 25.781 ( 29.719) top5 5.469 ( 8.997) | Test: [28][152/198] Time 0.719 Data 0.001 top1 29.688 ( 29.718) top5 7.031 ( 8.984) | Test: [28][153/198] Time 0.715 Data 0.001 top1 27.344 ( 29.703) top5 9.375 ( 8.987) | Test: [28][154/198] Time 0.718 Data 0.001 top1 27.344 ( 29.688) top5 5.469 ( 8.964) | Test: [28][155/198] Time 0.712 Data 0.001 top1 32.031 ( 29.703) top5 11.719 ( 8.982) | Test: [28][156/198] Time 0.724 Data 0.001 top1 25.781 ( 29.677) top5 9.375 ( 8.984) | Test: [28][157/198] Time 0.722 Data 0.001 top1 28.125 ( 29.668) top5 6.250 ( 8.967) | Test: [28][158/198] Time 0.717 Data 0.001 top1 33.594 ( 29.692) top5 10.156 ( 8.974) | Test: [28][159/198] Time 0.721 Data 0.001 top1 32.031 ( 29.707) top5 7.812 ( 8.967) | Test: [28][160/198] Time 0.716 Data 0.001 top1 28.906 ( 29.702) top5 9.375 ( 8.970) | Test: [28][161/198] Time 0.714 Data 0.001 top1 33.594 ( 29.726) top5 10.156 ( 8.977) | Test: [28][162/198] Time 0.717 Data 0.001 top1 33.594 ( 29.750) top5 14.844 ( 9.013) | Test: [28][163/198] Time 0.716 Data 0.001 top1 21.875 ( 29.702) top5 6.250 ( 8.996) | Test: [28][164/198] Time 0.723 Data 0.001 top1 37.500 ( 29.749) top5 13.281 ( 9.022) | Test: [28][165/198] Time 0.724 Data 0.001 top1 28.125 ( 29.740) top5 6.250 ( 9.006) | Test: [28][166/198] Time 0.717 Data 0.001 top1 30.469 ( 29.744) top5 9.375 ( 9.008) | Test: [28][167/198] Time 0.721 Data 0.001 top1 28.906 ( 29.739) top5 7.812 ( 9.001) | Test: [28][168/198] Time 0.729 Data 0.001 top1 26.562 ( 29.720) top5 10.938 ( 9.012) | Test: [28][169/198] Time 0.719 Data 0.001 top1 28.906 ( 29.715) top5 12.500 ( 9.033) | Test: [28][170/198] Time 0.719 Data 0.001 top1 28.906 ( 29.710) top5 7.812 ( 9.026) | Test: [28][171/198] Time 0.723 Data 0.001 top1 30.469 ( 29.715) top5 13.281 ( 9.051) | Test: [28][172/198] Time 0.711 Data 0.001 top1 22.656 ( 29.674) top5 4.688 ( 9.025) | Test: [28][173/198] Time 0.726 Data 0.001 top1 37.500 ( 29.719) top5 10.938 ( 9.036) | Test: [28][174/198] Time 0.714 Data 0.001 top1 22.656 ( 29.679) top5 7.031 ( 9.025) | Test: [28][175/198] Time 0.721 Data 0.001 top1 26.562 ( 29.661) top5 7.812 ( 9.018) | Test: [28][176/198] Time 0.717 Data 0.001 top1 27.344 ( 29.648) top5 7.812 ( 9.011) | Test: [28][177/198] Time 0.728 Data 0.001 top1 27.344 ( 29.635) top5 13.281 ( 9.035) | Test: [28][178/198] Time 0.718 Data 0.001 top1 26.562 ( 29.617) top5 10.156 ( 9.041) | Test: [28][179/198] Time 0.711 Data 0.001 top1 20.312 ( 29.565) top5 6.250 ( 9.026) | Test: [28][180/198] Time 0.717 Data 0.001 top1 26.562 ( 29.549) top5 7.031 ( 9.015) | Test: [28][181/198] Time 0.715 Data 0.001 top1 28.125 ( 29.541) top5 6.250 ( 8.999) | Test: [28][182/198] Time 0.719 Data 0.001 top1 33.594 ( 29.563) top5 13.281 ( 9.023) | Test: [28][183/198] Time 0.718 Data 0.001 top1 32.031 ( 29.577) top5 11.719 ( 9.038) | Test: [28][184/198] Time 0.718 Data 0.001 top1 29.688 ( 29.577) top5 9.375 ( 9.040) | Test: [28][185/198] Time 0.720 Data 0.001 top1 33.594 ( 29.599) top5 7.812 ( 9.033) | Test: [28][186/198] Time 0.732 Data 0.001 top1 32.812 ( 29.616) top5 8.594 ( 9.031) | Test: [28][187/198] Time 0.718 Data 0.001 top1 25.781 ( 29.596) top5 12.500 ( 9.049) | Test: [28][188/198] Time 0.728 Data 0.000 top1 32.031 ( 29.609) top5 7.812 ( 9.043) | Test: [28][189/198] Time 0.724 Data 0.000 top1 29.688 ( 29.609) top5 10.156 ( 9.048) | Test: [28][190/198] Time 0.724 Data 0.000 top1 30.469 ( 29.613) top5 10.938 ( 9.058) | Test: [28][191/198] Time 0.715 Data 0.000 top1 28.906 ( 29.610) top5 10.156 ( 9.064) | Test: [28][192/198] Time 0.721 Data 0.000 top1 19.531 ( 29.557) top5 6.250 ( 9.049) | Test: [28][193/198] Time 0.717 Data 0.000 top1 36.719 ( 29.594) top5 12.500 ( 9.067) | Test: [28][194/198] Time 0.713 Data 0.000 top1 21.094 ( 29.551) top5 8.594 ( 9.065) | Test: [28][195/198] Time 0.716 Data 0.000 top1 26.562 ( 29.535) top5 7.031 ( 9.054) | Test: [28][196/198] Time 0.716 Data 0.000 top1 26.562 ( 29.520) top5 10.156 ( 9.060) | Test: [28][197/198] Time 0.269 Data 0.000 top1 23.529 ( 29.490) top5 2.941 ( 9.029) | Test: [28][198/198] Time 0.710 Data 0.000 top1 18.750 ( 29.435) top5 3.906 ( 9.003) * Finished epoch # 28 top1: 29.435 top5: 9.003 Epoch 29 => Training epoch # 29 | Epoch: [29][1/553] Time 5.008 Data 2.515 Err 0.6277 top1 17.188 top5 6.250 | Epoch: [29][2/553] Time 2.431 Data 0.002 Err 0.6918 top1 17.969 top5 4.688 | Epoch: [29][3/553] Time 2.504 Data 0.001 Err 0.6542 top1 20.312 top5 5.469 | Epoch: [29][4/553] Time 2.503 Data 0.001 Err 0.7802 top1 20.312 top5 7.031 | Epoch: [29][5/553] Time 2.430 Data 0.001 Err 0.6572 top1 20.312 top5 5.469 | Epoch: [29][6/553] Time 2.430 Data 0.001 Err 0.7009 top1 20.312 top5 4.688 | Epoch: [29][7/553] Time 2.458 Data 0.001 Err 0.6448 top1 17.969 top5 6.250 | Epoch: [29][8/553] Time 2.485 Data 0.001 Err 0.6450 top1 17.969 top5 5.469 | Epoch: [29][9/553] Time 2.451 Data 0.001 Err 0.6611 top1 17.188 top5 3.906 | Epoch: [29][10/553] Time 2.484 Data 0.001 Err 0.7477 top1 20.312 top5 5.469 | Epoch: [29][11/553] Time 2.433 Data 0.001 Err 0.6272 top1 15.625 top5 3.906 | Epoch: [29][12/553] Time 2.485 Data 0.001 Err 0.8350 top1 26.562 top5 6.250 | Epoch: [29][13/553] Time 2.442 Data 0.001 Err 0.6822 top1 17.969 top5 5.469 | Epoch: [29][14/553] Time 2.434 Data 0.001 Err 0.6265 top1 16.406 top5 5.469 | Epoch: [29][15/553] Time 2.439 Data 0.001 Err 0.5650 top1 14.844 top5 2.344 | Epoch: [29][16/553] Time 2.462 Data 0.001 Err 0.8255 top1 19.531 top5 6.250 | Epoch: [29][17/553] Time 2.449 Data 0.001 Err 0.6413 top1 14.062 top5 3.125 | Epoch: [29][18/553] Time 2.432 Data 0.001 Err 0.6738 top1 17.188 top5 4.688 | Epoch: [29][19/553] Time 2.434 Data 0.001 Err 0.6300 top1 17.188 top5 2.344 | Epoch: [29][20/553] Time 2.501 Data 0.004 Err 0.7979 top1 25.781 top5 4.688 | Epoch: [29][21/553] Time 2.499 Data 0.001 Err 0.6953 top1 21.094 top5 5.469 | Epoch: [29][22/553] Time 2.446 Data 0.001 Err 0.8910 top1 22.656 top5 8.594 | Epoch: [29][23/553] Time 2.510 Data 0.000 Err 0.8663 top1 25.000 top5 6.250 | Epoch: [29][24/553] Time 2.444 Data 0.001 Err 0.7676 top1 19.531 top5 7.812 | Epoch: [29][25/553] Time 2.431 Data 0.001 Err 0.7494 top1 24.219 top5 3.906 | Epoch: [29][26/553] Time 2.465 Data 0.001 Err 0.6858 top1 17.969 top5 6.250 | Epoch: [29][27/553] Time 2.442 Data 0.001 Err 0.6680 top1 23.438 top5 4.688 | Epoch: [29][28/553] Time 2.441 Data 0.001 Err 0.8440 top1 21.094 top5 3.906 | Epoch: [29][29/553] Time 2.446 Data 0.001 Err 0.7634 top1 20.312 top5 8.594 | Epoch: [29][30/553] Time 2.458 Data 0.001 Err 0.7373 top1 19.531 top5 7.031 | Epoch: [29][31/553] Time 2.462 Data 0.001 Err 0.7085 top1 14.062 top5 3.906 | Epoch: [29][32/553] Time 2.438 Data 0.001 Err 0.7569 top1 21.875 top5 5.469 | Epoch: [29][33/553] Time 2.491 Data 0.001 Err 0.7988 top1 19.531 top5 6.250 | Epoch: [29][34/553] Time 2.437 Data 0.001 Err 0.5278 top1 14.062 top5 3.125 | Epoch: [29][35/553] Time 2.449 Data 0.001 Err 0.6029 top1 14.062 top5 4.688 | Epoch: [29][36/553] Time 2.439 Data 0.001 Err 0.3854 top1 8.594 top5 2.344 | Epoch: [29][37/553] Time 2.494 Data 0.001 Err 0.6427 top1 18.750 top5 3.125 | Epoch: [29][38/553] Time 2.471 Data 0.001 Err 0.6391 top1 15.625 top5 6.250 | Epoch: [29][39/553] Time 2.435 Data 0.001 Err 0.5923 top1 17.969 top5 3.125 | Epoch: [29][40/553] Time 2.468 Data 0.000 Err 0.9880 top1 30.469 top5 9.375 | Epoch: [29][41/553] Time 2.441 Data 0.001 Err 0.5614 top1 17.969 top5 2.344 | Epoch: [29][42/553] Time 2.444 Data 0.001 Err 0.7079 top1 17.188 top5 4.688 | Epoch: [29][43/553] Time 2.441 Data 0.001 Err 0.7444 top1 22.656 top5 6.250 | Epoch: [29][44/553] Time 2.509 Data 0.001 Err 0.7198 top1 19.531 top5 8.594 | Epoch: [29][45/553] Time 2.442 Data 0.001 Err 0.5519 top1 15.625 top5 2.344 | Epoch: [29][46/553] Time 2.438 Data 0.001 Err 0.9143 top1 21.875 top5 10.156 | Epoch: [29][47/553] Time 2.471 Data 0.001 Err 0.6414 top1 17.969 top5 5.469 | Epoch: [29][48/553] Time 2.445 Data 0.001 Err 0.5572 top1 18.750 top5 3.125 | Epoch: [29][49/553] Time 2.460 Data 0.001 Err 0.6411 top1 18.750 top5 6.250 | Epoch: [29][50/553] Time 2.440 Data 0.001 Err 0.8610 top1 25.000 top5 7.812 | Epoch: [29][51/553] Time 2.484 Data 0.001 Err 0.7469 top1 21.094 top5 6.250 | Epoch: [29][52/553] Time 2.455 Data 0.001 Err 0.7120 top1 21.094 top5 4.688 | Epoch: [29][53/553] Time 2.446 Data 0.000 Err 0.8049 top1 22.656 top5 9.375 | Epoch: [29][54/553] Time 2.468 Data 0.001 Err 0.8431 top1 19.531 top5 7.812 | Epoch: [29][55/553] Time 2.441 Data 0.001 Err 0.7123 top1 20.312 top5 4.688 | Epoch: [29][56/553] Time 2.491 Data 0.001 Err 0.7726 top1 21.875 top5 5.469 | Epoch: [29][57/553] Time 2.455 Data 0.001 Err 0.8786 top1 25.781 top5 10.938 | Epoch: [29][58/553] Time 2.489 Data 0.002 Err 0.6521 top1 13.281 top5 7.031 | Epoch: [29][59/553] Time 2.452 Data 0.001 Err 0.7628 top1 21.875 top5 5.469 | Epoch: [29][60/553] Time 2.435 Data 0.001 Err 0.8567 top1 24.219 top5 7.031 | Epoch: [29][61/553] Time 2.500 Data 0.001 Err 0.5690 top1 14.844 top5 4.688 | Epoch: [29][62/553] Time 2.456 Data 0.001 Err 0.5404 top1 16.406 top5 3.906 | Epoch: [29][63/553] Time 2.458 Data 0.001 Err 0.7275 top1 17.188 top5 3.906 | Epoch: [29][64/553] Time 2.438 Data 0.001 Err 0.8383 top1 23.438 top5 5.469 | Epoch: [29][65/553] Time 2.466 Data 0.001 Err 0.6087 top1 14.062 top5 3.906 | Epoch: [29][66/553] Time 2.516 Data 0.001 Err 0.6837 top1 18.750 top5 4.688 | Epoch: [29][67/553] Time 2.454 Data 0.001 Err 0.8949 top1 23.438 top5 10.156 | Epoch: [29][68/553] Time 2.484 Data 0.001 Err 1.0489 top1 25.000 top5 11.719 | Epoch: [29][69/553] Time 2.477 Data 0.001 Err 0.5243 top1 15.625 top5 3.906 | Epoch: [29][70/553] Time 2.446 Data 0.001 Err 0.6633 top1 19.531 top5 6.250 | Epoch: [29][71/553] Time 2.445 Data 0.001 Err 0.8896 top1 19.531 top5 7.812 | Epoch: [29][72/553] Time 2.445 Data 0.001 Err 0.6193 top1 14.062 top5 7.031 | Epoch: [29][73/553] Time 2.514 Data 0.001 Err 0.6902 top1 22.656 top5 4.688 | Epoch: [29][74/553] Time 2.468 Data 0.001 Err 0.7387 top1 15.625 top5 4.688 | Epoch: [29][75/553] Time 2.462 Data 0.001 Err 0.6295 top1 15.625 top5 6.250 | Epoch: [29][76/553] Time 2.437 Data 0.001 Err 0.7203 top1 20.312 top5 5.469 | Epoch: [29][77/553] Time 2.458 Data 0.004 Err 0.7363 top1 20.312 top5 5.469 | Epoch: [29][78/553] Time 2.468 Data 0.001 Err 0.5756 top1 17.969 top5 3.906 | Epoch: [29][79/553] Time 2.440 Data 0.001 Err 0.5527 top1 15.625 top5 3.125 | Epoch: [29][80/553] Time 2.485 Data 0.001 Err 0.7654 top1 24.219 top5 5.469 | Epoch: [29][81/553] Time 2.445 Data 0.001 Err 0.8359 top1 22.656 top5 7.812 | Epoch: [29][82/553] Time 2.462 Data 0.001 Err 0.6233 top1 15.625 top5 6.250 | Epoch: [29][83/553] Time 2.445 Data 0.001 Err 0.6272 top1 21.094 top5 2.344 | Epoch: [29][84/553] Time 2.439 Data 0.001 Err 0.7450 top1 24.219 top5 4.688 | Epoch: [29][85/553] Time 2.455 Data 0.001 Err 0.6903 top1 17.969 top5 3.906 | Epoch: [29][86/553] Time 2.459 Data 0.001 Err 0.7398 top1 18.750 top5 8.594 | Epoch: [29][87/553] Time 2.486 Data 0.001 Err 0.6193 top1 16.406 top5 3.906 | Epoch: [29][88/553] Time 2.444 Data 0.001 Err 0.7099 top1 17.969 top5 7.812 | Epoch: [29][89/553] Time 2.451 Data 0.001 Err 0.7219 top1 16.406 top5 7.031 | Epoch: [29][90/553] Time 2.481 Data 0.001 Err 0.7567 top1 23.438 top5 7.031 | Epoch: [29][91/553] Time 2.450 Data 0.001 Err 0.6423 top1 19.531 top5 3.906 | Epoch: [29][92/553] Time 2.444 Data 0.001 Err 0.8283 top1 21.094 top5 7.812 | Epoch: [29][93/553] Time 2.447 Data 0.001 Err 0.6502 top1 20.312 top5 3.906 | Epoch: [29][94/553] Time 2.518 Data 0.001 Err 0.5745 top1 14.844 top5 5.469 | Epoch: [29][95/553] Time 2.443 Data 0.001 Err 0.6111 top1 17.188 top5 5.469 | Epoch: [29][96/553] Time 2.485 Data 0.001 Err 0.6681 top1 17.969 top5 3.125 | Epoch: [29][97/553] Time 2.448 Data 0.001 Err 0.6968 top1 17.969 top5 6.250 | Epoch: [29][98/553] Time 2.474 Data 0.001 Err 0.6655 top1 16.406 top5 5.469 | Epoch: [29][99/553] Time 2.494 Data 0.001 Err 0.8209 top1 23.438 top5 7.031 | Epoch: [29][100/553] Time 2.454 Data 0.001 Err 0.7882 top1 22.656 top5 7.031 | Epoch: [29][101/553] Time 2.443 Data 0.001 Err 0.7332 top1 21.094 top5 7.031 | Epoch: [29][102/553] Time 2.474 Data 0.001 Err 0.6299 top1 14.844 top5 3.906 | Epoch: [29][103/553] Time 2.475 Data 0.001 Err 0.5505 top1 14.062 top5 2.344 | Epoch: [29][104/553] Time 2.477 Data 0.001 Err 0.6487 top1 18.750 top5 3.125 | Epoch: [29][105/553] Time 2.472 Data 0.001 Err 0.6946 top1 18.750 top5 7.031 | Epoch: [29][106/553] Time 2.491 Data 0.001 Err 0.8231 top1 22.656 top5 4.688 | Epoch: [29][107/553] Time 2.452 Data 0.001 Err 0.7297 top1 19.531 top5 5.469 | Epoch: [29][108/553] Time 2.469 Data 0.001 Err 0.5736 top1 12.500 top5 5.469 | Epoch: [29][109/553] Time 2.482 Data 0.001 Err 0.6614 top1 17.188 top5 7.031 | Epoch: [29][110/553] Time 2.472 Data 0.000 Err 0.5762 top1 16.406 top5 3.906 | Epoch: [29][111/553] Time 2.451 Data 0.001 Err 0.6260 top1 16.406 top5 6.250 | Epoch: [29][112/553] Time 2.471 Data 0.001 Err 0.7011 top1 17.188 top5 5.469 | Epoch: [29][113/553] Time 2.451 Data 0.001 Err 0.8089 top1 25.781 top5 8.594 | Epoch: [29][114/553] Time 2.469 Data 0.001 Err 0.6413 top1 17.969 top5 4.688 | Epoch: [29][115/553] Time 2.448 Data 0.004 Err 0.7633 top1 21.094 top5 7.812 | Epoch: [29][116/553] Time 2.449 Data 0.001 Err 0.7357 top1 23.438 top5 4.688 | Epoch: [29][117/553] Time 2.444 Data 0.001 Err 0.6342 top1 18.750 top5 2.344 | Epoch: [29][118/553] Time 2.440 Data 0.001 Err 0.5818 top1 16.406 top5 3.125 | Epoch: [29][119/553] Time 2.450 Data 0.001 Err 0.5812 top1 19.531 top5 3.125 | Epoch: [29][120/553] Time 2.524 Data 0.001 Err 0.6625 top1 16.406 top5 6.250 | Epoch: [29][121/553] Time 2.448 Data 0.001 Err 0.5669 top1 16.406 top5 4.688 | Epoch: [29][122/553] Time 2.468 Data 0.001 Err 0.6599 top1 20.312 top5 5.469 | Epoch: [29][123/553] Time 2.507 Data 0.001 Err 0.7195 top1 20.312 top5 4.688 | Epoch: [29][124/553] Time 2.489 Data 0.001 Err 0.6958 top1 21.875 top5 4.688 | Epoch: [29][125/553] Time 2.454 Data 0.001 Err 0.6410 top1 22.656 top5 3.125 | Epoch: [29][126/553] Time 2.475 Data 0.001 Err 0.9035 top1 25.000 top5 4.688 | Epoch: [29][127/553] Time 2.480 Data 0.001 Err 0.5740 top1 13.281 top5 4.688 | Epoch: [29][128/553] Time 2.508 Data 0.001 Err 0.6079 top1 15.625 top5 4.688 | Epoch: [29][129/553] Time 2.448 Data 0.001 Err 0.7535 top1 21.094 top5 6.250 | Epoch: [29][130/553] Time 2.441 Data 0.000 Err 0.5652 top1 15.625 top5 2.344 | Epoch: [29][131/553] Time 2.473 Data 0.001 Err 0.4546 top1 12.500 top5 2.344 | Epoch: [29][132/553] Time 2.446 Data 0.001 Err 0.7634 top1 21.875 top5 5.469 | Epoch: [29][133/553] Time 2.445 Data 0.001 Err 0.7251 top1 17.969 top5 7.031 | Epoch: [29][134/553] Time 2.474 Data 0.005 Err 0.7088 top1 17.969 top5 3.906 | Epoch: [29][135/553] Time 2.507 Data 0.001 Err 0.8546 top1 24.219 top5 8.594 | Epoch: [29][136/553] Time 2.446 Data 0.001 Err 0.6537 top1 23.438 top5 3.125 | Epoch: [29][137/553] Time 2.446 Data 0.001 Err 0.7206 top1 15.625 top5 7.812 | Epoch: [29][138/553] Time 2.447 Data 0.001 Err 0.8264 top1 24.219 top5 5.469 | Epoch: [29][139/553] Time 2.511 Data 0.001 Err 0.6735 top1 16.406 top5 5.469 | Epoch: [29][140/553] Time 2.440 Data 0.001 Err 0.3838 top1 8.594 top5 1.562 | Epoch: [29][141/553] Time 2.443 Data 0.001 Err 0.5607 top1 16.406 top5 3.906 | Epoch: [29][142/553] Time 2.478 Data 0.001 Err 0.5968 top1 14.062 top5 3.125 | Epoch: [29][143/553] Time 2.468 Data 0.001 Err 0.7070 top1 18.750 top5 6.250 | Epoch: [29][144/553] Time 2.469 Data 0.001 Err 0.9316 top1 21.875 top5 8.594 | Epoch: [29][145/553] Time 2.443 Data 0.001 Err 0.7001 top1 17.188 top5 3.906 | Epoch: [29][146/553] Time 2.442 Data 0.001 Err 0.8203 top1 20.312 top5 7.812 | Epoch: [29][147/553] Time 2.462 Data 0.001 Err 0.6976 top1 17.188 top5 6.250 | Epoch: [29][148/553] Time 2.448 Data 0.001 Err 0.6696 top1 19.531 top5 5.469 | Epoch: [29][149/553] Time 2.458 Data 0.001 Err 0.6425 top1 14.062 top5 5.469 | Epoch: [29][150/553] Time 2.436 Data 0.001 Err 0.6200 top1 17.969 top5 3.906 | Epoch: [29][151/553] Time 2.447 Data 0.001 Err 0.5807 top1 17.188 top5 3.906 | Epoch: [29][152/553] Time 2.466 Data 0.001 Err 0.7523 top1 22.656 top5 5.469 | Epoch: [29][153/553] Time 2.440 Data 0.003 Err 0.6570 top1 20.312 top5 4.688 | Epoch: [29][154/553] Time 2.459 Data 0.001 Err 0.7166 top1 19.531 top5 5.469 | Epoch: [29][155/553] Time 2.441 Data 0.001 Err 0.5888 top1 14.062 top5 4.688 | Epoch: [29][156/553] Time 2.490 Data 0.001 Err 0.7813 top1 18.750 top5 8.594 | Epoch: [29][157/553] Time 2.460 Data 0.001 Err 0.6366 top1 16.406 top5 2.344 | Epoch: [29][158/553] Time 2.510 Data 0.001 Err 0.6493 top1 15.625 top5 3.125 | Epoch: [29][159/553] Time 2.456 Data 0.001 Err 0.4607 top1 11.719 top5 2.344 | Epoch: [29][160/553] Time 2.441 Data 0.000 Err 0.6379 top1 12.500 top5 3.906 | Epoch: [29][161/553] Time 2.443 Data 0.001 Err 0.8611 top1 21.094 top5 7.812 | Epoch: [29][162/553] Time 2.438 Data 0.001 Err 0.8733 top1 27.344 top5 10.156 | Epoch: [29][163/553] Time 2.495 Data 0.001 Err 0.7534 top1 22.656 top5 4.688 | Epoch: [29][164/553] Time 2.455 Data 0.000 Err 0.5634 top1 15.625 top5 3.125 | Epoch: [29][165/553] Time 2.438 Data 0.001 Err 0.6636 top1 18.750 top5 6.250 | Epoch: [29][166/553] Time 2.441 Data 0.001 Err 0.5858 top1 14.844 top5 4.688 | Epoch: [29][167/553] Time 2.474 Data 0.001 Err 0.7452 top1 17.188 top5 7.812 | Epoch: [29][168/553] Time 2.452 Data 0.001 Err 0.4736 top1 13.281 top5 3.125 | Epoch: [29][169/553] Time 2.448 Data 0.001 Err 0.7308 top1 19.531 top5 6.250 | Epoch: [29][170/553] Time 2.441 Data 0.001 Err 0.6538 top1 17.969 top5 3.125 | Epoch: [29][171/553] Time 2.439 Data 0.001 Err 0.5711 top1 18.750 top5 3.125 | Epoch: [29][172/553] Time 2.443 Data 0.001 Err 0.6928 top1 20.312 top5 3.906 | Epoch: [29][173/553] Time 2.435 Data 0.001 Err 0.7455 top1 23.438 top5 7.031 | Epoch: [29][174/553] Time 2.448 Data 0.001 Err 0.6416 top1 18.750 top5 7.812 | Epoch: [29][175/553] Time 2.452 Data 0.000 Err 0.6118 top1 15.625 top5 3.125 | Epoch: [29][176/553] Time 2.477 Data 0.001 Err 0.6509 top1 14.844 top5 6.250 | Epoch: [29][177/553] Time 2.447 Data 0.001 Err 0.6827 top1 20.312 top5 6.250 | Epoch: [29][178/553] Time 2.443 Data 0.001 Err 0.3604 top1 10.156 top5 2.344 | Epoch: [29][179/553] Time 2.465 Data 0.001 Err 0.5137 top1 13.281 top5 5.469 | Epoch: [29][180/553] Time 2.443 Data 0.001 Err 0.4485 top1 8.594 top5 3.125 | Epoch: [29][181/553] Time 2.447 Data 0.001 Err 0.7433 top1 22.656 top5 6.250 | Epoch: [29][182/553] Time 2.441 Data 0.001 Err 0.6640 top1 18.750 top5 6.250 | Epoch: [29][183/553] Time 2.438 Data 0.001 Err 0.8544 top1 21.094 top5 9.375 | Epoch: [29][184/553] Time 2.463 Data 0.001 Err 1.0025 top1 25.000 top5 7.812 | Epoch: [29][185/553] Time 2.447 Data 0.001 Err 0.6964 top1 19.531 top5 3.906 | Epoch: [29][186/553] Time 2.496 Data 0.001 Err 0.9582 top1 25.000 top5 10.938 | Epoch: [29][187/553] Time 2.455 Data 0.001 Err 0.6652 top1 17.969 top5 2.344 | Epoch: [29][188/553] Time 2.435 Data 0.001 Err 0.5975 top1 20.312 top5 3.906 | Epoch: [29][189/553] Time 2.438 Data 0.001 Err 0.6618 top1 17.188 top5 4.688 | Epoch: [29][190/553] Time 2.495 Data 0.001 Err 0.5837 top1 19.531 top5 3.906 | Epoch: [29][191/553] Time 2.446 Data 0.002 Err 0.6930 top1 20.312 top5 5.469 | Epoch: [29][192/553] Time 2.469 Data 0.001 Err 0.6736 top1 17.188 top5 4.688 | Epoch: [29][193/553] Time 2.453 Data 0.001 Err 0.5632 top1 14.844 top5 6.250 | Epoch: [29][194/553] Time 2.437 Data 0.001 Err 0.6673 top1 18.750 top5 4.688 | Epoch: [29][195/553] Time 2.471 Data 0.001 Err 0.7110 top1 17.188 top5 8.594 | Epoch: [29][196/553] Time 2.499 Data 0.001 Err 0.7366 top1 19.531 top5 5.469 | Epoch: [29][197/553] Time 2.475 Data 0.001 Err 0.9097 top1 25.781 top5 7.812 | Epoch: [29][198/553] Time 2.479 Data 0.001 Err 0.5965 top1 17.188 top5 3.125 | Epoch: [29][199/553] Time 2.476 Data 0.001 Err 0.6261 top1 19.531 top5 4.688 | Epoch: [29][200/553] Time 2.469 Data 0.001 Err 0.7296 top1 17.969 top5 7.812 | Epoch: [29][201/553] Time 2.449 Data 0.001 Err 0.6061 top1 17.969 top5 2.344 | Epoch: [29][202/553] Time 2.473 Data 0.000 Err 0.7415 top1 20.312 top5 7.031 | Epoch: [29][203/553] Time 2.473 Data 0.001 Err 0.6124 top1 17.969 top5 3.906 | Epoch: [29][204/553] Time 2.438 Data 0.001 Err 0.6984 top1 16.406 top5 4.688 | Epoch: [29][205/553] Time 2.434 Data 0.001 Err 0.6003 top1 19.531 top5 3.906 | Epoch: [29][206/553] Time 2.447 Data 0.001 Err 0.7975 top1 20.312 top5 7.031 | Epoch: [29][207/553] Time 2.477 Data 0.001 Err 0.7770 top1 20.312 top5 8.594 | Epoch: [29][208/553] Time 2.440 Data 0.001 Err 0.7287 top1 20.312 top5 6.250 | Epoch: [29][209/553] Time 2.443 Data 0.001 Err 0.5478 top1 17.969 top5 2.344 | Epoch: [29][210/553] Time 2.450 Data 0.001 Err 0.6740 top1 14.844 top5 7.031 | Epoch: [29][211/553] Time 2.512 Data 0.001 Err 0.6442 top1 16.406 top5 3.906 | Epoch: [29][212/553] Time 2.478 Data 0.001 Err 0.6780 top1 21.094 top5 7.031 | Epoch: [29][213/553] Time 2.438 Data 0.001 Err 0.8262 top1 24.219 top5 7.031 | Epoch: [29][214/553] Time 2.451 Data 0.001 Err 0.8949 top1 21.094 top5 7.031 | Epoch: [29][215/553] Time 2.436 Data 0.001 Err 0.7061 top1 19.531 top5 4.688 | Epoch: [29][216/553] Time 2.470 Data 0.001 Err 0.6109 top1 19.531 top5 3.906 | Epoch: [29][217/553] Time 2.439 Data 0.001 Err 0.6474 top1 16.406 top5 2.344 | Epoch: [29][218/553] Time 2.452 Data 0.001 Err 0.5982 top1 15.625 top5 3.125 | Epoch: [29][219/553] Time 2.470 Data 0.001 Err 0.5305 top1 14.844 top5 2.344 | Epoch: [29][220/553] Time 2.449 Data 0.001 Err 0.6837 top1 17.188 top5 4.688 | Epoch: [29][221/553] Time 2.443 Data 0.001 Err 0.5104 top1 14.844 top5 2.344 | Epoch: [29][222/553] Time 2.450 Data 0.001 Err 0.6275 top1 16.406 top5 5.469 | Epoch: [29][223/553] Time 2.436 Data 0.001 Err 0.6600 top1 17.969 top5 5.469 | Epoch: [29][224/553] Time 2.444 Data 0.000 Err 0.6106 top1 20.312 top5 5.469 | Epoch: [29][225/553] Time 2.461 Data 0.001 Err 0.6474 top1 16.406 top5 5.469 | Epoch: [29][226/553] Time 2.453 Data 0.001 Err 0.7469 top1 16.406 top5 8.594 | Epoch: [29][227/553] Time 2.469 Data 0.001 Err 0.7253 top1 20.312 top5 7.812 | Epoch: [29][228/553] Time 2.436 Data 0.001 Err 0.9569 top1 25.000 top5 6.250 | Epoch: [29][229/553] Time 2.438 Data 0.001 Err 0.8627 top1 25.781 top5 5.469 | Epoch: [29][230/553] Time 2.442 Data 0.001 Err 0.7922 top1 14.844 top5 7.031 | Epoch: [29][231/553] Time 2.454 Data 0.001 Err 0.6169 top1 21.875 top5 3.125 | Epoch: [29][232/553] Time 2.460 Data 0.001 Err 0.5923 top1 16.406 top5 5.469 | Epoch: [29][233/553] Time 2.445 Data 0.001 Err 0.7473 top1 17.188 top5 7.812 | Epoch: [29][234/553] Time 2.481 Data 0.001 Err 0.6943 top1 19.531 top5 3.906 | Epoch: [29][235/553] Time 2.439 Data 0.001 Err 0.5483 top1 12.500 top5 5.469 | Epoch: [29][236/553] Time 2.446 Data 0.001 Err 0.7299 top1 17.969 top5 5.469 | Epoch: [29][237/553] Time 2.445 Data 0.001 Err 0.8700 top1 21.875 top5 8.594 | Epoch: [29][238/553] Time 2.447 Data 0.001 Err 0.5515 top1 11.719 top5 6.250 | Epoch: [29][239/553] Time 2.457 Data 0.001 Err 0.6028 top1 17.188 top5 4.688 | Epoch: [29][240/553] Time 2.447 Data 0.001 Err 0.7643 top1 17.969 top5 7.031 | Epoch: [29][241/553] Time 2.485 Data 0.001 Err 0.7556 top1 17.188 top5 7.812 | Epoch: [29][242/553] Time 2.488 Data 0.001 Err 0.6137 top1 14.844 top5 3.906 | Epoch: [29][243/553] Time 2.477 Data 0.001 Err 0.7378 top1 22.656 top5 7.031 | Epoch: [29][244/553] Time 2.440 Data 0.001 Err 0.7657 top1 22.656 top5 7.031 | Epoch: [29][245/553] Time 2.446 Data 0.001 Err 0.6862 top1 17.969 top5 7.031 | Epoch: [29][246/553] Time 2.454 Data 0.001 Err 0.7476 top1 21.875 top5 5.469 | Epoch: [29][247/553] Time 2.435 Data 0.001 Err 0.6542 top1 21.094 top5 4.688 | Epoch: [29][248/553] Time 2.447 Data 0.001 Err 0.6103 top1 18.750 top5 3.906 | Epoch: [29][249/553] Time 2.446 Data 0.001 Err 0.5234 top1 14.844 top5 3.125 | Epoch: [29][250/553] Time 2.447 Data 0.001 Err 0.8819 top1 23.438 top5 9.375 | Epoch: [29][251/553] Time 2.462 Data 0.001 Err 0.8872 top1 25.781 top5 7.812 | Epoch: [29][252/553] Time 2.483 Data 0.001 Err 0.7937 top1 23.438 top5 7.812 | Epoch: [29][253/553] Time 2.447 Data 0.001 Err 0.6743 top1 17.969 top5 3.906 | Epoch: [29][254/553] Time 2.455 Data 0.001 Err 0.6617 top1 19.531 top5 4.688 | Epoch: [29][255/553] Time 2.437 Data 0.001 Err 0.8965 top1 21.094 top5 8.594 | Epoch: [29][256/553] Time 2.514 Data 0.001 Err 0.6999 top1 20.312 top5 6.250 | Epoch: [29][257/553] Time 2.484 Data 0.001 Err 0.8154 top1 21.094 top5 8.594 | Epoch: [29][258/553] Time 2.474 Data 0.001 Err 0.6016 top1 14.844 top5 3.906 | Epoch: [29][259/553] Time 2.453 Data 0.001 Err 0.8210 top1 21.094 top5 7.812 | Epoch: [29][260/553] Time 2.443 Data 0.001 Err 0.5542 top1 14.844 top5 2.344 | Epoch: [29][261/553] Time 2.488 Data 0.001 Err 0.6459 top1 19.531 top5 3.125 | Epoch: [29][262/553] Time 2.480 Data 0.001 Err 0.5822 top1 18.750 top5 3.125 | Epoch: [29][263/553] Time 2.479 Data 0.001 Err 0.7723 top1 19.531 top5 7.031 | Epoch: [29][264/553] Time 2.440 Data 0.001 Err 0.6997 top1 19.531 top5 3.906 | Epoch: [29][265/553] Time 2.445 Data 0.001 Err 0.6234 top1 14.844 top5 7.031 | Epoch: [29][266/553] Time 2.449 Data 0.001 Err 0.6027 top1 14.844 top5 3.125 | Epoch: [29][267/553] Time 2.450 Data 0.009 Err 0.6267 top1 17.969 top5 3.125 | Epoch: [29][268/553] Time 2.488 Data 0.001 Err 0.7287 top1 17.969 top5 6.250 | Epoch: [29][269/553] Time 2.448 Data 0.001 Err 0.7116 top1 15.625 top5 7.031 | Epoch: [29][270/553] Time 2.441 Data 0.001 Err 0.8611 top1 17.969 top5 10.156 | Epoch: [29][271/553] Time 2.503 Data 0.000 Err 0.6645 top1 18.750 top5 5.469 | Epoch: [29][272/553] Time 2.445 Data 0.001 Err 0.8118 top1 19.531 top5 5.469 | Epoch: [29][273/553] Time 2.437 Data 0.001 Err 0.6568 top1 16.406 top5 9.375 | Epoch: [29][274/553] Time 2.447 Data 0.001 Err 0.6502 top1 19.531 top5 3.906 | Epoch: [29][275/553] Time 2.443 Data 0.001 Err 0.6164 top1 15.625 top5 4.688 | Epoch: [29][276/553] Time 2.474 Data 0.001 Err 0.5723 top1 16.406 top5 3.906 | Epoch: [29][277/553] Time 2.441 Data 0.001 Err 0.7416 top1 20.312 top5 3.125 | Epoch: [29][278/553] Time 2.445 Data 0.001 Err 0.7650 top1 23.438 top5 3.906 | Epoch: [29][279/553] Time 2.471 Data 0.001 Err 0.7744 top1 17.969 top5 8.594 | Epoch: [29][280/553] Time 2.486 Data 0.000 Err 0.6530 top1 15.625 top5 4.688 | Epoch: [29][281/553] Time 2.486 Data 0.001 Err 0.6834 top1 19.531 top5 3.906 | Epoch: [29][282/553] Time 2.492 Data 0.001 Err 0.6412 top1 18.750 top5 5.469 | Epoch: [29][283/553] Time 2.444 Data 0.001 Err 0.6498 top1 17.188 top5 3.906 | Epoch: [29][284/553] Time 2.480 Data 0.001 Err 0.7174 top1 20.312 top5 7.031 | Epoch: [29][285/553] Time 2.444 Data 0.001 Err 0.8597 top1 25.000 top5 6.250 | Epoch: [29][286/553] Time 2.453 Data 0.005 Err 0.6390 top1 17.969 top5 6.250 | Epoch: [29][287/553] Time 2.435 Data 0.000 Err 0.7372 top1 19.531 top5 7.031 | Epoch: [29][288/553] Time 2.453 Data 0.001 Err 0.6729 top1 17.188 top5 6.250 | Epoch: [29][289/553] Time 2.457 Data 0.000 Err 0.8454 top1 21.875 top5 5.469 | Epoch: [29][290/553] Time 2.510 Data 0.001 Err 0.8865 top1 21.875 top5 10.156 | Epoch: [29][291/553] Time 2.490 Data 0.000 Err 0.7011 top1 16.406 top5 3.906 | Epoch: [29][292/553] Time 2.480 Data 0.001 Err 0.5297 top1 12.500 top5 4.688 | Epoch: [29][293/553] Time 2.441 Data 0.001 Err 0.6746 top1 16.406 top5 4.688 | Epoch: [29][294/553] Time 2.520 Data 0.001 Err 0.9547 top1 24.219 top5 7.031 | Epoch: [29][295/553] Time 2.447 Data 0.001 Err 0.7207 top1 16.406 top5 5.469 | Epoch: [29][296/553] Time 2.441 Data 0.001 Err 0.6354 top1 19.531 top5 3.125 | Epoch: [29][297/553] Time 2.443 Data 0.001 Err 0.6434 top1 14.844 top5 3.125 | Epoch: [29][298/553] Time 2.440 Data 0.001 Err 0.6230 top1 17.969 top5 3.125 | Epoch: [29][299/553] Time 2.463 Data 0.001 Err 0.6823 top1 18.750 top5 3.906 | Epoch: [29][300/553] Time 2.485 Data 0.001 Err 0.7988 top1 21.094 top5 5.469 | Epoch: [29][301/553] Time 2.492 Data 0.001 Err 0.7819 top1 21.875 top5 6.250 | Epoch: [29][302/553] Time 2.483 Data 0.001 Err 0.5379 top1 12.500 top5 3.906 | Epoch: [29][303/553] Time 2.471 Data 0.001 Err 0.6161 top1 17.188 top5 4.688 | Epoch: [29][304/553] Time 2.480 Data 0.001 Err 0.7226 top1 21.875 top5 3.906 | Epoch: [29][305/553] Time 2.491 Data 0.006 Err 0.7968 top1 21.875 top5 7.031 | Epoch: [29][306/553] Time 2.491 Data 0.001 Err 0.6329 top1 16.406 top5 5.469 | Epoch: [29][307/553] Time 2.447 Data 0.001 Err 0.6224 top1 18.750 top5 5.469 | Epoch: [29][308/553] Time 2.484 Data 0.000 Err 0.7698 top1 20.312 top5 7.031 | Epoch: [29][309/553] Time 2.491 Data 0.001 Err 0.7360 top1 22.656 top5 4.688 | Epoch: [29][310/553] Time 2.473 Data 0.001 Err 0.6868 top1 18.750 top5 6.250 | Epoch: [29][311/553] Time 2.481 Data 0.001 Err 0.8770 top1 25.000 top5 7.812 | Epoch: [29][312/553] Time 2.438 Data 0.001 Err 0.8332 top1 23.438 top5 7.031 | Epoch: [29][313/553] Time 2.443 Data 0.001 Err 0.7694 top1 22.656 top5 5.469 | Epoch: [29][314/553] Time 2.438 Data 0.001 Err 0.6779 top1 20.312 top5 3.906 | Epoch: [29][315/553] Time 2.478 Data 0.001 Err 0.7455 top1 24.219 top5 5.469 | Epoch: [29][316/553] Time 2.440 Data 0.001 Err 0.7091 top1 15.625 top5 7.031 | Epoch: [29][317/553] Time 2.478 Data 0.001 Err 0.6318 top1 14.844 top5 4.688 | Epoch: [29][318/553] Time 2.445 Data 0.001 Err 0.6003 top1 13.281 top5 3.906 | Epoch: [29][319/553] Time 2.471 Data 0.001 Err 0.6467 top1 16.406 top5 6.250 | Epoch: [29][320/553] Time 2.484 Data 0.001 Err 0.8202 top1 26.562 top5 5.469 | Epoch: [29][321/553] Time 2.439 Data 0.001 Err 0.6977 top1 18.750 top5 6.250 | Epoch: [29][322/553] Time 2.488 Data 0.001 Err 0.7401 top1 21.875 top5 7.812 | Epoch: [29][323/553] Time 2.472 Data 0.001 Err 0.7373 top1 19.531 top5 8.594 | Epoch: [29][324/553] Time 2.470 Data 0.002 Err 0.6131 top1 16.406 top5 5.469 | Epoch: [29][325/553] Time 2.501 Data 0.001 Err 0.6959 top1 21.875 top5 6.250 | Epoch: [29][326/553] Time 2.455 Data 0.001 Err 0.7453 top1 18.750 top5 7.812 | Epoch: [29][327/553] Time 2.475 Data 0.001 Err 0.8253 top1 19.531 top5 7.031 | Epoch: [29][328/553] Time 2.448 Data 0.001 Err 0.6909 top1 19.531 top5 5.469 | Epoch: [29][329/553] Time 2.438 Data 0.001 Err 0.9696 top1 25.000 top5 10.156 | Epoch: [29][330/553] Time 2.445 Data 0.001 Err 0.7587 top1 20.312 top5 7.031 | Epoch: [29][331/553] Time 2.468 Data 0.001 Err 0.5538 top1 14.062 top5 5.469 | Epoch: [29][332/553] Time 2.480 Data 0.001 Err 0.6626 top1 19.531 top5 3.906 | Epoch: [29][333/553] Time 2.437 Data 0.001 Err 0.8732 top1 23.438 top5 7.031 | Epoch: [29][334/553] Time 2.454 Data 0.001 Err 0.9404 top1 25.781 top5 7.031 | Epoch: [29][335/553] Time 2.462 Data 0.001 Err 0.7859 top1 19.531 top5 5.469 | Epoch: [29][336/553] Time 2.447 Data 0.001 Err 0.6696 top1 17.969 top5 5.469 | Epoch: [29][337/553] Time 2.438 Data 0.001 Err 0.6672 top1 20.312 top5 3.906 | Epoch: [29][338/553] Time 2.433 Data 0.001 Err 0.9815 top1 24.219 top5 10.156 | Epoch: [29][339/553] Time 2.440 Data 0.001 Err 0.8833 top1 24.219 top5 7.031 | Epoch: [29][340/553] Time 2.435 Data 0.001 Err 0.5926 top1 15.625 top5 5.469 | Epoch: [29][341/553] Time 2.462 Data 0.001 Err 0.6715 top1 19.531 top5 3.906 | Epoch: [29][342/553] Time 2.458 Data 0.001 Err 0.5577 top1 16.406 top5 3.125 | Epoch: [29][343/553] Time 2.448 Data 0.005 Err 0.6672 top1 16.406 top5 5.469 | Epoch: [29][344/553] Time 2.486 Data 0.000 Err 0.8138 top1 21.875 top5 6.250 | Epoch: [29][345/553] Time 2.447 Data 0.001 Err 0.6716 top1 20.312 top5 5.469 | Epoch: [29][346/553] Time 2.518 Data 0.001 Err 0.6769 top1 17.969 top5 4.688 | Epoch: [29][347/553] Time 2.485 Data 0.001 Err 0.7795 top1 20.312 top5 7.812 | Epoch: [29][348/553] Time 2.433 Data 0.001 Err 0.6721 top1 20.312 top5 5.469 | Epoch: [29][349/553] Time 2.442 Data 0.001 Err 0.7083 top1 17.969 top5 4.688 | Epoch: [29][350/553] Time 2.464 Data 0.001 Err 0.7468 top1 17.969 top5 4.688 | Epoch: [29][351/553] Time 2.478 Data 0.001 Err 0.8003 top1 19.531 top5 8.594 | Epoch: [29][352/553] Time 2.436 Data 0.001 Err 0.6179 top1 15.625 top5 4.688 | Epoch: [29][353/553] Time 2.472 Data 0.001 Err 0.5909 top1 16.406 top5 5.469 | Epoch: [29][354/553] Time 2.474 Data 0.001 Err 0.5761 top1 16.406 top5 3.906 | Epoch: [29][355/553] Time 2.449 Data 0.001 Err 0.8407 top1 20.312 top5 6.250 | Epoch: [29][356/553] Time 2.444 Data 0.000 Err 1.0113 top1 28.125 top5 3.906 | Epoch: [29][357/553] Time 2.453 Data 0.001 Err 0.7570 top1 17.969 top5 8.594 | Epoch: [29][358/553] Time 2.523 Data 0.001 Err 0.7264 top1 18.750 top5 6.250 | Epoch: [29][359/553] Time 2.439 Data 0.001 Err 0.7836 top1 21.875 top5 4.688 | Epoch: [29][360/553] Time 2.463 Data 0.001 Err 0.7037 top1 21.875 top5 7.812 | Epoch: [29][361/553] Time 2.437 Data 0.001 Err 0.8633 top1 21.875 top5 7.812 | Epoch: [29][362/553] Time 2.481 Data 0.006 Err 0.6725 top1 20.312 top5 6.250 | Epoch: [29][363/553] Time 2.478 Data 0.001 Err 0.8127 top1 19.531 top5 7.812 | Epoch: [29][364/553] Time 2.491 Data 0.001 Err 0.6449 top1 14.844 top5 7.031 | Epoch: [29][365/553] Time 2.443 Data 0.001 Err 0.7115 top1 21.094 top5 4.688 | Epoch: [29][366/553] Time 2.439 Data 0.001 Err 0.7293 top1 17.969 top5 6.250 | Epoch: [29][367/553] Time 2.446 Data 0.001 Err 0.7236 top1 20.312 top5 3.906 | Epoch: [29][368/553] Time 2.491 Data 0.001 Err 0.7878 top1 22.656 top5 5.469 | Epoch: [29][369/553] Time 2.439 Data 0.001 Err 0.8324 top1 22.656 top5 9.375 | Epoch: [29][370/553] Time 2.469 Data 0.001 Err 0.8043 top1 25.781 top5 4.688 | Epoch: [29][371/553] Time 2.470 Data 0.001 Err 0.4548 top1 15.625 top5 2.344 | Epoch: [29][372/553] Time 2.443 Data 0.001 Err 0.6891 top1 15.625 top5 6.250 | Epoch: [29][373/553] Time 2.482 Data 0.001 Err 0.4681 top1 11.719 top5 3.906 | Epoch: [29][374/553] Time 2.488 Data 0.001 Err 0.6707 top1 17.969 top5 6.250 | Epoch: [29][375/553] Time 2.496 Data 0.001 Err 0.6950 top1 16.406 top5 5.469 | Epoch: [29][376/553] Time 2.442 Data 0.001 Err 0.6516 top1 17.969 top5 4.688 | Epoch: [29][377/553] Time 2.454 Data 0.001 Err 0.6900 top1 19.531 top5 3.906 | Epoch: [29][378/553] Time 2.480 Data 0.001 Err 0.8834 top1 20.312 top5 8.594 | Epoch: [29][379/553] Time 2.465 Data 0.001 Err 0.7187 top1 18.750 top5 5.469 | Epoch: [29][380/553] Time 2.437 Data 0.001 Err 0.5379 top1 13.281 top5 3.906 | Epoch: [29][381/553] Time 2.478 Data 0.002 Err 0.6387 top1 19.531 top5 3.906 | Epoch: [29][382/553] Time 2.481 Data 0.001 Err 0.6776 top1 17.188 top5 6.250 | Epoch: [29][383/553] Time 2.459 Data 0.001 Err 0.6621 top1 16.406 top5 7.031 | Epoch: [29][384/553] Time 2.459 Data 0.001 Err 0.9014 top1 22.656 top5 8.594 | Epoch: [29][385/553] Time 2.472 Data 0.001 Err 0.8725 top1 24.219 top5 6.250 | Epoch: [29][386/553] Time 2.448 Data 0.001 Err 0.5813 top1 16.406 top5 4.688 | Epoch: [29][387/553] Time 2.467 Data 0.001 Err 0.9360 top1 25.000 top5 9.375 | Epoch: [29][388/553] Time 2.446 Data 0.000 Err 0.6121 top1 13.281 top5 4.688 | Epoch: [29][389/553] Time 2.481 Data 0.001 Err 0.5649 top1 14.062 top5 3.125 | Epoch: [29][390/553] Time 2.504 Data 0.001 Err 0.7146 top1 24.219 top5 7.031 | Epoch: [29][391/553] Time 2.496 Data 0.001 Err 0.5833 top1 17.188 top5 5.469 | Epoch: [29][392/553] Time 2.482 Data 0.000 Err 0.8010 top1 20.312 top5 8.594 | Epoch: [29][393/553] Time 2.443 Data 0.001 Err 0.5690 top1 13.281 top5 3.906 | Epoch: [29][394/553] Time 2.444 Data 0.001 Err 0.8646 top1 22.656 top5 7.812 | Epoch: [29][395/553] Time 2.430 Data 0.001 Err 0.7431 top1 21.875 top5 8.594 | Epoch: [29][396/553] Time 2.454 Data 0.001 Err 0.6687 top1 21.094 top5 3.906 | Epoch: [29][397/553] Time 2.480 Data 0.001 Err 1.0057 top1 25.781 top5 9.375 | Epoch: [29][398/553] Time 2.486 Data 0.001 Err 0.7484 top1 17.969 top5 4.688 | Epoch: [29][399/553] Time 2.473 Data 0.001 Err 0.6224 top1 17.969 top5 5.469 | Epoch: [29][400/553] Time 2.481 Data 0.002 Err 0.6125 top1 16.406 top5 2.344 | Epoch: [29][401/553] Time 2.461 Data 0.001 Err 0.7363 top1 22.656 top5 5.469 | Epoch: [29][402/553] Time 2.438 Data 0.001 Err 0.6934 top1 17.188 top5 5.469 | Epoch: [29][403/553] Time 2.470 Data 0.001 Err 0.6102 top1 17.188 top5 5.469 | Epoch: [29][404/553] Time 2.444 Data 0.000 Err 0.8471 top1 25.781 top5 9.375 | Epoch: [29][405/553] Time 2.475 Data 0.001 Err 0.6475 top1 17.969 top5 3.906 | Epoch: [29][406/553] Time 2.459 Data 0.001 Err 0.7024 top1 16.406 top5 4.688 | Epoch: [29][407/553] Time 2.459 Data 0.001 Err 0.6794 top1 16.406 top5 7.031 | Epoch: [29][408/553] Time 2.459 Data 0.001 Err 0.6843 top1 20.312 top5 6.250 | Epoch: [29][409/553] Time 2.472 Data 0.002 Err 0.7373 top1 21.094 top5 5.469 | Epoch: [29][410/553] Time 2.449 Data 0.001 Err 0.8055 top1 20.312 top5 7.031 | Epoch: [29][411/553] Time 2.500 Data 0.001 Err 0.6328 top1 15.625 top5 4.688 | Epoch: [29][412/553] Time 2.445 Data 0.001 Err 0.7974 top1 21.875 top5 8.594 | Epoch: [29][413/553] Time 2.473 Data 0.001 Err 0.7976 top1 21.875 top5 7.812 | Epoch: [29][414/553] Time 2.485 Data 0.001 Err 0.7357 top1 20.312 top5 4.688 | Epoch: [29][415/553] Time 2.454 Data 0.001 Err 0.7760 top1 20.312 top5 5.469 | Epoch: [29][416/553] Time 2.505 Data 0.001 Err 0.5378 top1 16.406 top5 5.469 | Epoch: [29][417/553] Time 2.442 Data 0.001 Err 0.6054 top1 16.406 top5 3.125 | Epoch: [29][418/553] Time 2.452 Data 0.001 Err 0.7112 top1 17.969 top5 5.469 | Epoch: [29][419/553] Time 2.481 Data 0.003 Err 0.8352 top1 18.750 top5 6.250 | Epoch: [29][420/553] Time 2.454 Data 0.000 Err 0.5393 top1 11.719 top5 3.125 | Epoch: [29][421/553] Time 2.441 Data 0.001 Err 0.8107 top1 18.750 top5 7.031 | Epoch: [29][422/553] Time 2.475 Data 0.001 Err 0.5204 top1 14.062 top5 3.125 | Epoch: [29][423/553] Time 2.465 Data 0.001 Err 0.6808 top1 17.188 top5 5.469 | Epoch: [29][424/553] Time 2.445 Data 0.001 Err 0.5123 top1 14.062 top5 4.688 | Epoch: [29][425/553] Time 2.448 Data 0.001 Err 0.6663 top1 21.094 top5 4.688 | Epoch: [29][426/553] Time 2.472 Data 0.001 Err 0.6863 top1 21.094 top5 1.562 | Epoch: [29][427/553] Time 2.445 Data 0.001 Err 0.8099 top1 21.875 top5 5.469 | Epoch: [29][428/553] Time 2.474 Data 0.001 Err 0.6964 top1 21.875 top5 3.906 | Epoch: [29][429/553] Time 2.478 Data 0.001 Err 0.7348 top1 21.094 top5 6.250 | Epoch: [29][430/553] Time 2.437 Data 0.001 Err 0.8055 top1 21.094 top5 9.375 | Epoch: [29][431/553] Time 2.470 Data 0.001 Err 0.6234 top1 19.531 top5 3.906 | Epoch: [29][432/553] Time 2.481 Data 0.001 Err 0.6140 top1 19.531 top5 3.906 | Epoch: [29][433/553] Time 2.446 Data 0.001 Err 0.9885 top1 25.000 top5 11.719 | Epoch: [29][434/553] Time 2.459 Data 0.001 Err 0.8094 top1 21.094 top5 7.812 | Epoch: [29][435/553] Time 2.441 Data 0.001 Err 0.5012 top1 14.062 top5 1.562 | Epoch: [29][436/553] Time 2.455 Data 0.001 Err 0.6769 top1 17.188 top5 4.688 | Epoch: [29][437/553] Time 2.436 Data 0.001 Err 0.5641 top1 17.188 top5 4.688 | Epoch: [29][438/553] Time 2.474 Data 0.002 Err 0.8760 top1 28.125 top5 3.906 | Epoch: [29][439/553] Time 2.494 Data 0.001 Err 0.4717 top1 12.500 top5 1.562 | Epoch: [29][440/553] Time 2.444 Data 0.001 Err 0.8482 top1 23.438 top5 7.031 | Epoch: [29][441/553] Time 2.489 Data 0.001 Err 0.7522 top1 20.312 top5 7.812 | Epoch: [29][442/553] Time 2.489 Data 0.001 Err 0.6240 top1 14.844 top5 3.125 | Epoch: [29][443/553] Time 2.472 Data 0.001 Err 0.7535 top1 14.844 top5 5.469 | Epoch: [29][444/553] Time 2.452 Data 0.001 Err 0.6587 top1 19.531 top5 4.688 | Epoch: [29][445/553] Time 2.439 Data 0.001 Err 0.6542 top1 17.969 top5 4.688 | Epoch: [29][446/553] Time 2.461 Data 0.001 Err 0.6870 top1 21.094 top5 4.688 | Epoch: [29][447/553] Time 2.465 Data 0.001 Err 0.8549 top1 25.000 top5 6.250 | Epoch: [29][448/553] Time 2.443 Data 0.001 Err 0.7450 top1 22.656 top5 6.250 | Epoch: [29][449/553] Time 2.435 Data 0.001 Err 0.6152 top1 19.531 top5 3.906 | Epoch: [29][450/553] Time 2.443 Data 0.001 Err 0.7616 top1 19.531 top5 7.031 | Epoch: [29][451/553] Time 2.462 Data 0.001 Err 0.9456 top1 24.219 top5 8.594 | Epoch: [29][452/553] Time 2.480 Data 0.001 Err 0.8023 top1 20.312 top5 7.812 | Epoch: [29][453/553] Time 2.449 Data 0.001 Err 0.6682 top1 14.844 top5 5.469 | Epoch: [29][454/553] Time 2.513 Data 0.001 Err 0.7680 top1 20.312 top5 6.250 | Epoch: [29][455/553] Time 2.444 Data 0.001 Err 0.6862 top1 19.531 top5 6.250 | Epoch: [29][456/553] Time 2.435 Data 0.001 Err 0.7829 top1 21.094 top5 6.250 | Epoch: [29][457/553] Time 2.432 Data 0.003 Err 0.8530 top1 22.656 top5 7.031 | Epoch: [29][458/553] Time 2.492 Data 0.001 Err 0.5009 top1 14.062 top5 3.125 | Epoch: [29][459/553] Time 2.465 Data 0.001 Err 0.7598 top1 20.312 top5 5.469 | Epoch: [29][460/553] Time 2.459 Data 0.001 Err 0.7329 top1 15.625 top5 6.250 | Epoch: [29][461/553] Time 2.453 Data 0.001 Err 0.7626 top1 21.875 top5 7.812 | Epoch: [29][462/553] Time 2.439 Data 0.001 Err 0.9594 top1 28.125 top5 7.812 | Epoch: [29][463/553] Time 2.432 Data 0.001 Err 0.6948 top1 20.312 top5 4.688 | Epoch: [29][464/553] Time 2.435 Data 0.001 Err 0.8819 top1 21.094 top5 5.469 | Epoch: [29][465/553] Time 2.451 Data 0.001 Err 0.7660 top1 20.312 top5 7.031 | Epoch: [29][466/553] Time 2.440 Data 0.001 Err 0.6834 top1 20.312 top5 3.906 | Epoch: [29][467/553] Time 2.467 Data 0.001 Err 0.6690 top1 20.312 top5 5.469 | Epoch: [29][468/553] Time 2.460 Data 0.001 Err 0.6627 top1 17.188 top5 4.688 | Epoch: [29][469/553] Time 2.452 Data 0.001 Err 0.6726 top1 19.531 top5 5.469 | Epoch: [29][470/553] Time 2.487 Data 0.001 Err 0.5969 top1 18.750 top5 3.125 | Epoch: [29][471/553] Time 2.438 Data 0.001 Err 0.7266 top1 21.875 top5 3.906 | Epoch: [29][472/553] Time 2.451 Data 0.001 Err 0.5871 top1 16.406 top5 2.344 | Epoch: [29][473/553] Time 2.441 Data 0.001 Err 0.8265 top1 23.438 top5 6.250 | Epoch: [29][474/553] Time 2.448 Data 0.001 Err 0.8595 top1 21.875 top5 7.812 | Epoch: [29][475/553] Time 2.462 Data 0.001 Err 0.6368 top1 18.750 top5 4.688 | Epoch: [29][476/553] Time 2.485 Data 0.001 Err 0.8317 top1 20.312 top5 6.250 | Epoch: [29][477/553] Time 2.443 Data 0.001 Err 0.5660 top1 14.844 top5 3.906 | Epoch: [29][478/553] Time 2.453 Data 0.001 Err 0.5757 top1 20.312 top5 3.125 | Epoch: [29][479/553] Time 2.497 Data 0.000 Err 0.5804 top1 15.625 top5 4.688 | Epoch: [29][480/553] Time 2.446 Data 0.000 Err 0.8374 top1 22.656 top5 3.906 | Epoch: [29][481/553] Time 2.445 Data 0.001 Err 0.6736 top1 17.188 top5 6.250 | Epoch: [29][482/553] Time 2.484 Data 0.001 Err 0.9271 top1 25.781 top5 9.375 | Epoch: [29][483/553] Time 2.478 Data 0.001 Err 0.5751 top1 13.281 top5 3.906 | Epoch: [29][484/553] Time 2.440 Data 0.001 Err 0.6712 top1 24.219 top5 7.031 | Epoch: [29][485/553] Time 2.433 Data 0.001 Err 0.7728 top1 20.312 top5 7.812 | Epoch: [29][486/553] Time 2.449 Data 0.001 Err 0.6126 top1 19.531 top5 3.125 | Epoch: [29][487/553] Time 2.441 Data 0.001 Err 0.5491 top1 16.406 top5 2.344 | Epoch: [29][488/553] Time 2.477 Data 0.001 Err 0.6906 top1 20.312 top5 4.688 | Epoch: [29][489/553] Time 2.487 Data 0.001 Err 0.7481 top1 23.438 top5 9.375 | Epoch: [29][490/553] Time 2.479 Data 0.001 Err 0.8453 top1 18.750 top5 6.250 | Epoch: [29][491/553] Time 2.468 Data 0.001 Err 0.4992 top1 12.500 top5 3.906 | Epoch: [29][492/553] Time 2.516 Data 0.001 Err 0.8005 top1 21.875 top5 8.594 | Epoch: [29][493/553] Time 2.500 Data 0.001 Err 0.8013 top1 22.656 top5 5.469 | Epoch: [29][494/553] Time 2.437 Data 0.001 Err 0.7655 top1 22.656 top5 6.250 | Epoch: [29][495/553] Time 2.513 Data 0.003 Err 0.8160 top1 21.094 top5 10.156 | Epoch: [29][496/553] Time 2.508 Data 0.001 Err 0.7911 top1 24.219 top5 3.125 | Epoch: [29][497/553] Time 2.453 Data 0.001 Err 0.7646 top1 24.219 top5 6.250 | Epoch: [29][498/553] Time 2.450 Data 0.001 Err 0.6531 top1 17.188 top5 4.688 | Epoch: [29][499/553] Time 2.443 Data 0.001 Err 0.5782 top1 16.406 top5 3.906 | Epoch: [29][500/553] Time 2.470 Data 0.001 Err 1.0036 top1 25.000 top5 9.375 | Epoch: [29][501/553] Time 2.466 Data 0.001 Err 0.5638 top1 14.844 top5 3.906 | Epoch: [29][502/553] Time 2.478 Data 0.001 Err 0.5843 top1 17.188 top5 4.688 | Epoch: [29][503/553] Time 2.472 Data 0.001 Err 0.6522 top1 17.188 top5 3.906 | Epoch: [29][504/553] Time 2.442 Data 0.001 Err 0.7546 top1 19.531 top5 3.906 | Epoch: [29][505/553] Time 2.472 Data 0.001 Err 0.6908 top1 17.188 top5 8.594 | Epoch: [29][506/553] Time 2.456 Data 0.001 Err 0.6505 top1 17.969 top5 4.688 | Epoch: [29][507/553] Time 2.448 Data 0.001 Err 0.8117 top1 19.531 top5 7.031 | Epoch: [29][508/553] Time 2.466 Data 0.001 Err 0.9556 top1 25.000 top5 6.250 | Epoch: [29][509/553] Time 2.515 Data 0.001 Err 0.7959 top1 23.438 top5 7.031 | Epoch: [29][510/553] Time 2.498 Data 0.001 Err 0.5888 top1 18.750 top5 5.469 | Epoch: [29][511/553] Time 2.475 Data 0.001 Err 0.6483 top1 16.406 top5 5.469 | Epoch: [29][512/553] Time 2.461 Data 0.001 Err 0.7556 top1 25.000 top5 3.125 | Epoch: [29][513/553] Time 2.443 Data 0.001 Err 0.5850 top1 15.625 top5 3.125 | Epoch: [29][514/553] Time 2.444 Data 0.004 Err 0.7469 top1 21.094 top5 7.812 | Epoch: [29][515/553] Time 2.446 Data 0.001 Err 0.6889 top1 19.531 top5 3.906 | Epoch: [29][516/553] Time 2.447 Data 0.001 Err 0.8717 top1 25.000 top5 8.594 | Epoch: [29][517/553] Time 2.449 Data 0.001 Err 0.7916 top1 22.656 top5 5.469 | Epoch: [29][518/553] Time 2.450 Data 0.001 Err 0.7825 top1 21.094 top5 7.031 | Epoch: [29][519/553] Time 2.447 Data 0.000 Err 0.8028 top1 16.406 top5 7.812 | Epoch: [29][520/553] Time 2.464 Data 0.001 Err 0.6469 top1 17.969 top5 4.688 | Epoch: [29][521/553] Time 2.437 Data 0.001 Err 0.7418 top1 17.969 top5 4.688 | Epoch: [29][522/553] Time 2.504 Data 0.001 Err 0.6170 top1 17.188 top5 4.688 | Epoch: [29][523/553] Time 2.441 Data 0.001 Err 0.8076 top1 20.312 top5 5.469 | Epoch: [29][524/553] Time 2.483 Data 0.001 Err 0.7597 top1 19.531 top5 3.906 | Epoch: [29][525/553] Time 2.443 Data 0.001 Err 1.0022 top1 29.688 top5 3.906 | Epoch: [29][526/553] Time 2.448 Data 0.001 Err 0.7139 top1 17.188 top5 4.688 | Epoch: [29][527/553] Time 2.481 Data 0.001 Err 0.6535 top1 17.188 top5 6.250 | Epoch: [29][528/553] Time 2.434 Data 0.001 Err 0.6471 top1 19.531 top5 8.594 | Epoch: [29][529/553] Time 2.447 Data 0.001 Err 1.1536 top1 27.344 top5 8.594 | Epoch: [29][530/553] Time 2.453 Data 0.001 Err 0.5882 top1 14.844 top5 4.688 | Epoch: [29][531/553] Time 2.474 Data 0.001 Err 0.7692 top1 21.094 top5 5.469 | Epoch: [29][532/553] Time 2.450 Data 0.001 Err 0.9332 top1 23.438 top5 9.375 | Epoch: [29][533/553] Time 2.445 Data 0.001 Err 0.6955 top1 17.969 top5 5.469 | Epoch: [29][534/553] Time 2.478 Data 0.001 Err 0.8721 top1 27.344 top5 8.594 | Epoch: [29][535/553] Time 2.481 Data 0.001 Err 0.6647 top1 19.531 top5 3.125 | Epoch: [29][536/553] Time 2.487 Data 0.001 Err 0.8049 top1 25.781 top5 6.250 | Epoch: [29][537/553] Time 2.476 Data 0.001 Err 0.7911 top1 25.000 top5 4.688 | Epoch: [29][538/553] Time 2.504 Data 0.001 Err 0.4658 top1 7.812 top5 1.562 | Epoch: [29][539/553] Time 2.457 Data 0.001 Err 0.9484 top1 24.219 top5 10.938 | Epoch: [29][540/553] Time 2.435 Data 0.001 Err 0.6959 top1 20.312 top5 4.688 | Epoch: [29][541/553] Time 2.477 Data 0.001 Err 0.7976 top1 14.844 top5 6.250 | Epoch: [29][542/553] Time 2.480 Data 0.001 Err 0.7510 top1 19.531 top5 7.812 | Epoch: [29][543/553] Time 2.484 Data 0.000 Err 0.7877 top1 24.219 top5 7.031 | Epoch: [29][544/553] Time 2.457 Data 0.000 Err 0.4856 top1 14.062 top5 2.344 | Epoch: [29][545/553] Time 2.481 Data 0.000 Err 0.6757 top1 23.438 top5 5.469 | Epoch: [29][546/553] Time 2.445 Data 0.000 Err 0.8148 top1 23.438 top5 6.250 | Epoch: [29][547/553] Time 2.438 Data 0.000 Err 0.6736 top1 17.188 top5 3.125 | Epoch: [29][548/553] Time 2.452 Data 0.000 Err 0.7853 top1 24.219 top5 4.688 | Epoch: [29][549/553] Time 2.437 Data 0.000 Err 0.9212 top1 25.781 top5 4.688 | Epoch: [29][550/553] Time 2.452 Data 0.000 Err 0.6235 top1 16.406 top5 3.125 | Epoch: [29][551/553] Time 2.443 Data 0.004 Err 1.0624 top1 28.906 top5 9.375 | Epoch: [29][552/553] Time 2.439 Data 0.000 Err 0.7539 top1 21.875 top5 4.688 | Epoch: [29][553/553] Time 1.027 Data 0.000 Err 0.8510 top1 25.000 top5 6.818 | Test: [29][1/198] Time 2.442 Data 1.713 top1 24.219 ( 24.219) top5 4.688 ( 4.688) | Test: [29][2/198] Time 0.713 Data 0.001 top1 25.781 ( 25.000) top5 9.375 ( 7.031) | Test: [29][3/198] Time 0.716 Data 0.000 top1 36.719 ( 28.906) top5 12.500 ( 8.854) | Test: [29][4/198] Time 0.714 Data 0.001 top1 23.438 ( 27.539) top5 7.812 ( 8.594) | Test: [29][5/198] Time 0.722 Data 0.001 top1 26.562 ( 27.344) top5 9.375 ( 8.750) | Test: [29][6/198] Time 0.718 Data 0.001 top1 21.875 ( 26.432) top5 4.688 ( 8.073) | Test: [29][7/198] Time 0.715 Data 0.001 top1 25.781 ( 26.339) top5 13.281 ( 8.817) | Test: [29][8/198] Time 0.717 Data 0.001 top1 18.750 ( 25.391) top5 6.250 ( 8.496) | Test: [29][9/198] Time 0.727 Data 0.001 top1 25.781 ( 25.434) top5 6.250 ( 8.247) | Test: [29][10/198] Time 0.721 Data 0.001 top1 25.781 ( 25.469) top5 7.031 ( 8.125) | Test: [29][11/198] Time 0.729 Data 0.001 top1 33.594 ( 26.207) top5 14.844 ( 8.736) | Test: [29][12/198] Time 0.727 Data 0.001 top1 20.312 ( 25.716) top5 5.469 ( 8.464) | Test: [29][13/198] Time 0.719 Data 0.001 top1 29.688 ( 26.022) top5 10.938 ( 8.654) | Test: [29][14/198] Time 0.726 Data 0.001 top1 28.906 ( 26.228) top5 9.375 ( 8.705) | Test: [29][15/198] Time 0.714 Data 0.001 top1 27.344 ( 26.302) top5 7.031 ( 8.594) | Test: [29][16/198] Time 0.717 Data 0.001 top1 26.562 ( 26.318) top5 6.250 ( 8.447) | Test: [29][17/198] Time 0.716 Data 0.001 top1 26.562 ( 26.333) top5 6.250 ( 8.318) | Test: [29][18/198] Time 0.714 Data 0.001 top1 35.156 ( 26.823) top5 8.594 ( 8.333) | Test: [29][19/198] Time 0.718 Data 0.001 top1 23.438 ( 26.645) top5 4.688 ( 8.141) | Test: [29][20/198] Time 0.717 Data 0.001 top1 28.906 ( 26.758) top5 7.031 ( 8.086) | Test: [29][21/198] Time 0.722 Data 0.001 top1 22.656 ( 26.562) top5 7.812 ( 8.073) | Test: [29][22/198] Time 0.717 Data 0.001 top1 28.125 ( 26.634) top5 7.812 ( 8.061) | Test: [29][23/198] Time 0.719 Data 0.001 top1 29.688 ( 26.766) top5 8.594 ( 8.084) | Test: [29][24/198] Time 0.722 Data 0.001 top1 25.781 ( 26.725) top5 7.812 ( 8.073) | Test: [29][25/198] Time 0.731 Data 0.001 top1 25.781 ( 26.688) top5 4.688 ( 7.938) | Test: [29][26/198] Time 0.742 Data 0.002 top1 33.594 ( 26.953) top5 10.938 ( 8.053) | Test: [29][27/198] Time 0.721 Data 0.001 top1 25.000 ( 26.881) top5 7.031 ( 8.015) | Test: [29][28/198] Time 0.721 Data 0.001 top1 19.531 ( 26.618) top5 6.250 ( 7.952) | Test: [29][29/198] Time 0.719 Data 0.001 top1 19.531 ( 26.374) top5 3.906 ( 7.812) | Test: [29][30/198] Time 0.782 Data 0.001 top1 26.562 ( 26.380) top5 9.375 ( 7.865) | Test: [29][31/198] Time 0.748 Data 0.001 top1 31.250 ( 26.537) top5 8.594 ( 7.888) | Test: [29][32/198] Time 0.714 Data 0.001 top1 23.438 ( 26.440) top5 9.375 ( 7.935) | Test: [29][33/198] Time 0.725 Data 0.001 top1 21.875 ( 26.302) top5 6.250 ( 7.884) | Test: [29][34/198] Time 0.720 Data 0.001 top1 24.219 ( 26.241) top5 6.250 ( 7.835) | Test: [29][35/198] Time 0.721 Data 0.001 top1 33.594 ( 26.451) top5 12.500 ( 7.969) | Test: [29][36/198] Time 0.720 Data 0.001 top1 24.219 ( 26.389) top5 7.031 ( 7.943) | Test: [29][37/198] Time 0.726 Data 0.001 top1 23.438 ( 26.309) top5 6.250 ( 7.897) | Test: [29][38/198] Time 0.723 Data 0.004 top1 34.375 ( 26.521) top5 8.594 ( 7.915) | Test: [29][39/198] Time 0.720 Data 0.001 top1 26.562 ( 26.522) top5 6.250 ( 7.873) | Test: [29][40/198] Time 0.729 Data 0.002 top1 24.219 ( 26.465) top5 5.469 ( 7.812) | Test: [29][41/198] Time 0.720 Data 0.001 top1 19.531 ( 26.296) top5 4.688 ( 7.736) | Test: [29][42/198] Time 0.767 Data 0.001 top1 28.906 ( 26.358) top5 11.719 ( 7.831) | Test: [29][43/198] Time 0.722 Data 0.001 top1 24.219 ( 26.308) top5 7.031 ( 7.812) | Test: [29][44/198] Time 0.720 Data 0.001 top1 25.000 ( 26.278) top5 6.250 ( 7.777) | Test: [29][45/198] Time 0.723 Data 0.001 top1 25.781 ( 26.267) top5 7.812 ( 7.778) | Test: [29][46/198] Time 0.720 Data 0.001 top1 22.656 ( 26.189) top5 4.688 ( 7.711) | Test: [29][47/198] Time 0.719 Data 0.001 top1 33.594 ( 26.346) top5 10.938 ( 7.779) | Test: [29][48/198] Time 0.725 Data 0.001 top1 30.469 ( 26.432) top5 4.688 ( 7.715) | Test: [29][49/198] Time 0.714 Data 0.001 top1 21.094 ( 26.323) top5 10.156 ( 7.765) | Test: [29][50/198] Time 0.725 Data 0.001 top1 22.656 ( 26.250) top5 6.250 ( 7.734) | Test: [29][51/198] Time 0.742 Data 0.001 top1 32.812 ( 26.379) top5 13.281 ( 7.843) | Test: [29][52/198] Time 0.726 Data 0.001 top1 27.344 ( 26.397) top5 7.812 ( 7.843) | Test: [29][53/198] Time 0.727 Data 0.001 top1 26.562 ( 26.400) top5 5.469 ( 7.798) | Test: [29][54/198] Time 0.733 Data 0.001 top1 23.438 ( 26.345) top5 6.250 ( 7.769) | Test: [29][55/198] Time 0.758 Data 0.001 top1 32.812 ( 26.463) top5 11.719 ( 7.841) | Test: [29][56/198] Time 0.727 Data 0.001 top1 31.250 ( 26.549) top5 11.719 ( 7.910) | Test: [29][57/198] Time 0.725 Data 0.001 top1 28.906 ( 26.590) top5 6.250 ( 7.881) | Test: [29][58/198] Time 0.719 Data 0.001 top1 21.875 ( 26.509) top5 6.250 ( 7.853) | Test: [29][59/198] Time 0.774 Data 0.001 top1 30.469 ( 26.576) top5 5.469 ( 7.812) | Test: [29][60/198] Time 0.745 Data 0.001 top1 25.781 ( 26.562) top5 6.250 ( 7.786) | Test: [29][61/198] Time 0.722 Data 0.001 top1 25.000 ( 26.537) top5 4.688 ( 7.736) | Test: [29][62/198] Time 0.720 Data 0.001 top1 24.219 ( 26.499) top5 4.688 ( 7.686) | Test: [29][63/198] Time 0.724 Data 0.001 top1 28.125 ( 26.525) top5 6.250 ( 7.664) | Test: [29][64/198] Time 0.724 Data 0.001 top1 29.688 ( 26.575) top5 14.062 ( 7.764) | Test: [29][65/198] Time 0.720 Data 0.001 top1 26.562 ( 26.575) top5 10.156 ( 7.800) | Test: [29][66/198] Time 0.717 Data 0.002 top1 24.219 ( 26.539) top5 3.125 ( 7.730) | Test: [29][67/198] Time 0.785 Data 0.001 top1 27.344 ( 26.551) top5 5.469 ( 7.696) | Test: [29][68/198] Time 0.717 Data 0.001 top1 24.219 ( 26.517) top5 5.469 ( 7.663) | Test: [29][69/198] Time 0.726 Data 0.001 top1 25.000 ( 26.495) top5 9.375 ( 7.688) | Test: [29][70/198] Time 0.722 Data 0.001 top1 18.750 ( 26.384) top5 6.250 ( 7.667) | Test: [29][71/198] Time 0.731 Data 0.001 top1 26.562 ( 26.386) top5 4.688 ( 7.625) | Test: [29][72/198] Time 0.718 Data 0.001 top1 30.469 ( 26.443) top5 4.688 ( 7.585) | Test: [29][73/198] Time 0.723 Data 0.001 top1 28.125 ( 26.466) top5 9.375 ( 7.609) | Test: [29][74/198] Time 0.717 Data 0.001 top1 28.906 ( 26.499) top5 10.938 ( 7.654) | Test: [29][75/198] Time 0.722 Data 0.001 top1 24.219 ( 26.469) top5 10.156 ( 7.688) | Test: [29][76/198] Time 0.716 Data 0.001 top1 26.562 ( 26.470) top5 6.250 ( 7.669) | Test: [29][77/198] Time 0.768 Data 0.001 top1 23.438 ( 26.431) top5 3.906 ( 7.620) | Test: [29][78/198] Time 0.720 Data 0.001 top1 32.031 ( 26.502) top5 8.594 ( 7.632) | Test: [29][79/198] Time 0.794 Data 0.001 top1 26.562 ( 26.503) top5 7.031 ( 7.625) | Test: [29][80/198] Time 0.788 Data 0.001 top1 25.781 ( 26.494) top5 7.031 ( 7.617) | Test: [29][81/198] Time 0.729 Data 0.001 top1 31.250 ( 26.553) top5 7.031 ( 7.610) | Test: [29][82/198] Time 0.721 Data 0.001 top1 23.438 ( 26.515) top5 8.594 ( 7.622) | Test: [29][83/198] Time 0.721 Data 0.001 top1 19.531 ( 26.431) top5 7.031 ( 7.615) | Test: [29][84/198] Time 0.719 Data 0.001 top1 26.562 ( 26.432) top5 7.812 ( 7.617) | Test: [29][85/198] Time 0.724 Data 0.001 top1 21.875 ( 26.379) top5 7.812 ( 7.619) | Test: [29][86/198] Time 0.739 Data 0.001 top1 35.938 ( 26.490) top5 10.938 ( 7.658) | Test: [29][87/198] Time 0.727 Data 0.001 top1 23.438 ( 26.455) top5 3.906 ( 7.615) | Test: [29][88/198] Time 0.743 Data 0.001 top1 26.562 ( 26.456) top5 6.250 ( 7.599) | Test: [29][89/198] Time 0.746 Data 0.001 top1 24.219 ( 26.431) top5 6.250 ( 7.584) | Test: [29][90/198] Time 0.736 Data 0.001 top1 27.344 ( 26.441) top5 7.031 ( 7.578) | Test: [29][91/198] Time 0.725 Data 0.000 top1 31.250 ( 26.494) top5 3.906 ( 7.538) | Test: [29][92/198] Time 0.721 Data 0.001 top1 28.125 ( 26.512) top5 5.469 ( 7.515) | Test: [29][93/198] Time 0.722 Data 0.001 top1 24.219 ( 26.487) top5 6.250 ( 7.502) | Test: [29][94/198] Time 0.735 Data 0.001 top1 29.688 ( 26.521) top5 9.375 ( 7.522) | Test: [29][95/198] Time 0.720 Data 0.001 top1 21.875 ( 26.472) top5 3.906 ( 7.484) | Test: [29][96/198] Time 0.711 Data 0.001 top1 31.250 ( 26.522) top5 12.500 ( 7.536) | Test: [29][97/198] Time 0.721 Data 0.001 top1 28.125 ( 26.538) top5 9.375 ( 7.555) | Test: [29][98/198] Time 0.712 Data 0.001 top1 28.906 ( 26.562) top5 8.594 ( 7.565) | Test: [29][99/198] Time 0.716 Data 0.001 top1 32.812 ( 26.626) top5 10.938 ( 7.599) | Test: [29][100/198] Time 0.754 Data 0.001 top1 28.125 ( 26.641) top5 8.594 ( 7.609) | Test: [29][101/198] Time 0.724 Data 0.001 top1 21.875 ( 26.593) top5 9.375 ( 7.627) | Test: [29][102/198] Time 0.728 Data 0.002 top1 25.781 ( 26.585) top5 6.250 ( 7.613) | Test: [29][103/198] Time 0.721 Data 0.001 top1 28.906 ( 26.608) top5 7.031 ( 7.608) | Test: [29][104/198] Time 0.722 Data 0.001 top1 28.125 ( 26.623) top5 8.594 ( 7.617) | Test: [29][105/198] Time 0.793 Data 0.001 top1 18.750 ( 26.548) top5 4.688 ( 7.589) | Test: [29][106/198] Time 0.728 Data 0.001 top1 24.219 ( 26.526) top5 9.375 ( 7.606) | Test: [29][107/198] Time 0.721 Data 0.001 top1 21.094 ( 26.475) top5 5.469 ( 7.586) | Test: [29][108/198] Time 0.726 Data 0.001 top1 21.875 ( 26.432) top5 5.469 ( 7.567) | Test: [29][109/198] Time 0.804 Data 0.002 top1 21.094 ( 26.383) top5 5.469 ( 7.547) | Test: [29][110/198] Time 0.800 Data 0.001 top1 22.656 ( 26.349) top5 5.469 ( 7.528) | Test: [29][111/198] Time 0.721 Data 0.001 top1 23.438 ( 26.323) top5 4.688 ( 7.503) | Test: [29][112/198] Time 0.730 Data 0.002 top1 28.906 ( 26.346) top5 7.812 ( 7.506) | Test: [29][113/198] Time 0.805 Data 0.001 top1 24.219 ( 26.327) top5 7.031 ( 7.501) | Test: [29][114/198] Time 0.798 Data 0.001 top1 21.875 ( 26.288) top5 6.250 ( 7.490) | Test: [29][115/198] Time 0.752 Data 0.002 top1 25.000 ( 26.277) top5 5.469 ( 7.473) | Test: [29][116/198] Time 0.717 Data 0.001 top1 28.906 ( 26.300) top5 9.375 ( 7.489) | Test: [29][117/198] Time 0.721 Data 0.001 top1 22.656 ( 26.269) top5 6.250 ( 7.479) | Test: [29][118/198] Time 0.724 Data 0.001 top1 27.344 ( 26.278) top5 6.250 ( 7.468) | Test: [29][119/198] Time 0.721 Data 0.001 top1 22.656 ( 26.247) top5 10.156 ( 7.491) | Test: [29][120/198] Time 0.714 Data 0.001 top1 23.438 ( 26.224) top5 12.500 ( 7.533) | Test: [29][121/198] Time 0.717 Data 0.001 top1 21.875 ( 26.188) top5 7.031 ( 7.528) | Test: [29][122/198] Time 0.715 Data 0.001 top1 26.562 ( 26.191) top5 9.375 ( 7.544) | Test: [29][123/198] Time 0.732 Data 0.001 top1 26.562 ( 26.194) top5 7.031 ( 7.539) | Test: [29][124/198] Time 0.733 Data 0.001 top1 27.344 ( 26.203) top5 10.156 ( 7.560) | Test: [29][125/198] Time 0.719 Data 0.001 top1 28.906 ( 26.225) top5 8.594 ( 7.569) | Test: [29][126/198] Time 0.720 Data 0.001 top1 27.344 ( 26.234) top5 6.250 ( 7.558) | Test: [29][127/198] Time 0.728 Data 0.001 top1 22.656 ( 26.206) top5 3.906 ( 7.530) | Test: [29][128/198] Time 0.718 Data 0.001 top1 25.000 ( 26.196) top5 3.906 ( 7.501) | Test: [29][129/198] Time 0.723 Data 0.002 top1 28.125 ( 26.211) top5 9.375 ( 7.516) | Test: [29][130/198] Time 0.723 Data 0.001 top1 29.688 ( 26.238) top5 8.594 ( 7.524) | Test: [29][131/198] Time 0.726 Data 0.001 top1 20.312 ( 26.193) top5 7.031 ( 7.520) | Test: [29][132/198] Time 0.780 Data 0.001 top1 31.250 ( 26.231) top5 10.938 ( 7.546) | Test: [29][133/198] Time 0.721 Data 0.001 top1 25.000 ( 26.222) top5 11.719 ( 7.578) | Test: [29][134/198] Time 0.741 Data 0.001 top1 31.250 ( 26.259) top5 10.938 ( 7.603) | Test: [29][135/198] Time 0.729 Data 0.001 top1 25.000 ( 26.250) top5 8.594 ( 7.610) | Test: [29][136/198] Time 0.725 Data 0.001 top1 28.906 ( 26.270) top5 9.375 ( 7.623) | Test: [29][137/198] Time 0.752 Data 0.003 top1 28.125 ( 26.283) top5 7.031 ( 7.619) | Test: [29][138/198] Time 0.718 Data 0.001 top1 28.125 ( 26.296) top5 7.812 ( 7.620) | Test: [29][139/198] Time 0.718 Data 0.001 top1 21.094 ( 26.259) top5 7.812 ( 7.621) | Test: [29][140/198] Time 0.722 Data 0.001 top1 28.125 ( 26.272) top5 7.812 ( 7.623) | Test: [29][141/198] Time 0.721 Data 0.001 top1 25.781 ( 26.269) top5 8.594 ( 7.630) | Test: [29][142/198] Time 0.731 Data 0.001 top1 28.125 ( 26.282) top5 5.469 ( 7.614) | Test: [29][143/198] Time 0.735 Data 0.010 top1 19.531 ( 26.235) top5 6.250 ( 7.605) | Test: [29][144/198] Time 0.794 Data 0.001 top1 28.906 ( 26.253) top5 6.250 ( 7.595) | Test: [29][145/198] Time 0.744 Data 0.001 top1 28.906 ( 26.272) top5 10.156 ( 7.613) | Test: [29][146/198] Time 0.724 Data 0.000 top1 22.656 ( 26.247) top5 7.812 ( 7.615) | Test: [29][147/198] Time 0.718 Data 0.001 top1 21.875 ( 26.217) top5 7.812 ( 7.616) | Test: [29][148/198] Time 0.719 Data 0.001 top1 31.250 ( 26.251) top5 10.156 ( 7.633) | Test: [29][149/198] Time 0.715 Data 0.001 top1 27.344 ( 26.258) top5 9.375 ( 7.645) | Test: [29][150/198] Time 0.714 Data 0.001 top1 21.094 ( 26.224) top5 8.594 ( 7.651) | Test: [29][151/198] Time 0.720 Data 0.001 top1 29.688 ( 26.247) top5 7.031 ( 7.647) | Test: [29][152/198] Time 0.721 Data 0.001 top1 30.469 ( 26.275) top5 7.031 ( 7.643) | Test: [29][153/198] Time 0.721 Data 0.001 top1 28.906 ( 26.292) top5 7.031 ( 7.639) | Test: [29][154/198] Time 0.723 Data 0.001 top1 28.906 ( 26.309) top5 9.375 ( 7.650) | Test: [29][155/198] Time 0.732 Data 0.001 top1 30.469 ( 26.336) top5 8.594 ( 7.656) | Test: [29][156/198] Time 0.717 Data 0.001 top1 25.000 ( 26.327) top5 7.031 ( 7.652) | Test: [29][157/198] Time 0.723 Data 0.001 top1 30.469 ( 26.354) top5 4.688 ( 7.633) | Test: [29][158/198] Time 0.723 Data 0.001 top1 24.219 ( 26.340) top5 9.375 ( 7.644) | Test: [29][159/198] Time 0.715 Data 0.001 top1 27.344 ( 26.346) top5 10.156 ( 7.660) | Test: [29][160/198] Time 0.716 Data 0.001 top1 28.125 ( 26.357) top5 7.812 ( 7.661) | Test: [29][161/198] Time 0.718 Data 0.001 top1 27.344 ( 26.364) top5 6.250 ( 7.652) | Test: [29][162/198] Time 0.724 Data 0.001 top1 31.250 ( 26.394) top5 7.812 ( 7.653) | Test: [29][163/198] Time 0.813 Data 0.001 top1 20.312 ( 26.356) top5 7.031 ( 7.650) | Test: [29][164/198] Time 0.744 Data 0.001 top1 23.438 ( 26.339) top5 10.938 ( 7.670) | Test: [29][165/198] Time 0.728 Data 0.001 top1 33.594 ( 26.383) top5 9.375 ( 7.680) | Test: [29][166/198] Time 0.764 Data 0.001 top1 25.000 ( 26.374) top5 4.688 ( 7.662) | Test: [29][167/198] Time 0.731 Data 0.001 top1 27.344 ( 26.380) top5 8.594 ( 7.667) | Test: [29][168/198] Time 0.723 Data 0.001 top1 29.688 ( 26.400) top5 10.938 ( 7.687) | Test: [29][169/198] Time 0.792 Data 0.001 top1 25.781 ( 26.396) top5 3.906 ( 7.665) | Test: [29][170/198] Time 0.718 Data 0.001 top1 25.781 ( 26.392) top5 8.594 ( 7.670) | Test: [29][171/198] Time 0.754 Data 0.001 top1 32.031 ( 26.425) top5 6.250 ( 7.662) | Test: [29][172/198] Time 0.718 Data 0.002 top1 21.094 ( 26.394) top5 4.688 ( 7.644) | Test: [29][173/198] Time 0.741 Data 0.001 top1 28.125 ( 26.404) top5 9.375 ( 7.654) | Test: [29][174/198] Time 0.718 Data 0.001 top1 25.781 ( 26.401) top5 10.938 ( 7.673) | Test: [29][175/198] Time 0.720 Data 0.001 top1 22.656 ( 26.379) top5 6.250 ( 7.665) | Test: [29][176/198] Time 0.721 Data 0.001 top1 25.000 ( 26.372) top5 8.594 ( 7.670) | Test: [29][177/198] Time 0.717 Data 0.001 top1 18.750 ( 26.329) top5 5.469 ( 7.658) | Test: [29][178/198] Time 0.714 Data 0.001 top1 21.875 ( 26.304) top5 6.250 ( 7.650) | Test: [29][179/198] Time 0.718 Data 0.001 top1 25.781 ( 26.301) top5 7.812 ( 7.651) | Test: [29][180/198] Time 0.719 Data 0.001 top1 18.750 ( 26.259) top5 4.688 ( 7.635) | Test: [29][181/198] Time 0.714 Data 0.001 top1 36.719 ( 26.316) top5 7.031 ( 7.631) | Test: [29][182/198] Time 0.722 Data 0.001 top1 28.906 ( 26.331) top5 9.375 ( 7.641) | Test: [29][183/198] Time 0.720 Data 0.001 top1 28.906 ( 26.345) top5 8.594 ( 7.646) | Test: [29][184/198] Time 0.712 Data 0.001 top1 30.469 ( 26.367) top5 7.812 ( 7.647) | Test: [29][185/198] Time 0.715 Data 0.001 top1 22.656 ( 26.347) top5 8.594 ( 7.652) | Test: [29][186/198] Time 0.724 Data 0.001 top1 30.469 ( 26.369) top5 6.250 ( 7.644) | Test: [29][187/198] Time 0.761 Data 0.001 top1 29.688 ( 26.387) top5 10.938 ( 7.662) | Test: [29][188/198] Time 0.787 Data 0.000 top1 23.438 ( 26.371) top5 7.031 ( 7.659) | Test: [29][189/198] Time 0.719 Data 0.000 top1 25.781 ( 26.368) top5 4.688 ( 7.643) | Test: [29][190/198] Time 0.727 Data 0.004 top1 24.219 ( 26.357) top5 10.156 ( 7.656) | Test: [29][191/198] Time 0.716 Data 0.000 top1 25.781 ( 26.354) top5 4.688 ( 7.641) | Test: [29][192/198] Time 0.721 Data 0.000 top1 26.562 ( 26.355) top5 10.156 ( 7.654) | Test: [29][193/198] Time 0.721 Data 0.001 top1 27.344 ( 26.360) top5 4.688 ( 7.638) | Test: [29][194/198] Time 0.731 Data 0.000 top1 29.688 ( 26.377) top5 7.031 ( 7.635) | Test: [29][195/198] Time 0.723 Data 0.000 top1 24.219 ( 26.366) top5 9.375 ( 7.644) | Test: [29][196/198] Time 0.722 Data 0.000 top1 22.656 ( 26.347) top5 10.156 ( 7.657) | Test: [29][197/198] Time 0.265 Data 0.000 top1 35.294 ( 26.393) top5 8.824 ( 7.663) | Test: [29][198/198] Time 0.716 Data 0.000 top1 32.031 ( 26.421) top5 10.156 ( 7.676) * Finished epoch # 29 top1: 26.421 top5: 7.676 Epoch 30 => Training epoch # 30 | Epoch: [30][1/553] Time 5.090 Data 2.603 Err 0.5729 top1 11.719 top5 5.469 | Epoch: [30][2/553] Time 2.437 Data 0.001 Err 0.5620 top1 17.188 top5 3.125 | Epoch: [30][3/553] Time 2.453 Data 0.004 Err 0.5640 top1 16.406 top5 3.125 | Epoch: [30][4/553] Time 2.430 Data 0.001 Err 0.5685 top1 17.188 top5 4.688 | Epoch: [30][5/553] Time 2.450 Data 0.000 Err 0.7845 top1 23.438 top5 3.906 | Epoch: [30][6/553] Time 2.434 Data 0.001 Err 0.6315 top1 21.875 top5 3.125 | Epoch: [30][7/553] Time 2.506 Data 0.001 Err 0.7383 top1 17.969 top5 5.469 | Epoch: [30][8/553] Time 2.438 Data 0.001 Err 0.6382 top1 14.844 top5 4.688 | Epoch: [30][9/553] Time 2.473 Data 0.001 Err 0.7908 top1 22.656 top5 7.031 | Epoch: [30][10/553] Time 2.441 Data 0.001 Err 0.6786 top1 19.531 top5 4.688 | Epoch: [30][11/553] Time 2.458 Data 0.001 Err 0.8150 top1 21.875 top5 9.375 | Epoch: [30][12/553] Time 2.448 Data 0.001 Err 0.7267 top1 17.188 top5 9.375 | Epoch: [30][13/553] Time 2.492 Data 0.012 Err 0.7453 top1 23.438 top5 4.688 | Epoch: [30][14/553] Time 2.445 Data 0.001 Err 0.6351 top1 16.406 top5 6.250 | Epoch: [30][15/553] Time 2.522 Data 0.001 Err 0.6114 top1 14.062 top5 8.594 | Epoch: [30][16/553] Time 2.460 Data 0.001 Err 0.4825 top1 11.719 top5 4.688 | Epoch: [30][17/553] Time 2.450 Data 0.001 Err 0.8662 top1 23.438 top5 7.031 | Epoch: [30][18/553] Time 2.448 Data 0.001 Err 0.6761 top1 19.531 top5 6.250 | Epoch: [30][19/553] Time 2.445 Data 0.001 Err 0.7722 top1 23.438 top5 6.250 | Epoch: [30][20/553] Time 2.443 Data 0.001 Err 0.5946 top1 16.406 top5 5.469 | Epoch: [30][21/553] Time 2.442 Data 0.001 Err 0.6997 top1 17.969 top5 7.031 | Epoch: [30][22/553] Time 2.443 Data 0.001 Err 0.7324 top1 20.312 top5 6.250 | Epoch: [30][23/553] Time 2.469 Data 0.001 Err 0.5824 top1 13.281 top5 6.250 | Epoch: [30][24/553] Time 2.447 Data 0.001 Err 0.7816 top1 23.438 top5 3.125 | Epoch: [30][25/553] Time 2.467 Data 0.001 Err 0.5741 top1 18.750 top5 3.125 | Epoch: [30][26/553] Time 2.454 Data 0.001 Err 0.8369 top1 23.438 top5 8.594 | Epoch: [30][27/553] Time 2.482 Data 0.001 Err 0.6885 top1 16.406 top5 7.812 | Epoch: [30][28/553] Time 2.447 Data 0.001 Err 0.6688 top1 21.875 top5 4.688 | Epoch: [30][29/553] Time 2.437 Data 0.001 Err 0.5463 top1 15.625 top5 3.906 | Epoch: [30][30/553] Time 2.477 Data 0.003 Err 0.8583 top1 25.000 top5 6.250 | Epoch: [30][31/553] Time 2.492 Data 0.001 Err 0.7683 top1 19.531 top5 5.469 | Epoch: [30][32/553] Time 2.446 Data 0.001 Err 0.5851 top1 17.188 top5 4.688 | Epoch: [30][33/553] Time 2.469 Data 0.001 Err 1.0825 top1 22.656 top5 10.938 | Epoch: [30][34/553] Time 2.477 Data 0.001 Err 0.6571 top1 16.406 top5 5.469 | Epoch: [30][35/553] Time 2.474 Data 0.001 Err 0.6849 top1 17.188 top5 5.469 | Epoch: [30][36/553] Time 2.513 Data 0.001 Err 0.6791 top1 17.969 top5 7.812 | Epoch: [30][37/553] Time 2.516 Data 0.001 Err 0.6765 top1 18.750 top5 3.125 | Epoch: [30][38/553] Time 2.445 Data 0.001 Err 0.4792 top1 11.719 top5 3.906 | Epoch: [30][39/553] Time 2.461 Data 0.001 Err 0.5646 top1 17.969 top5 3.906 | Epoch: [30][40/553] Time 2.448 Data 0.001 Err 0.6012 top1 14.062 top5 6.250 | Epoch: [30][41/553] Time 2.511 Data 0.003 Err 0.5105 top1 12.500 top5 3.906 | Epoch: [30][42/553] Time 2.456 Data 0.001 Err 0.5457 top1 14.844 top5 2.344 | Epoch: [30][43/553] Time 2.478 Data 0.001 Err 0.8796 top1 26.562 top5 5.469 | Epoch: [30][44/553] Time 2.441 Data 0.001 Err 0.7947 top1 24.219 top5 5.469 | Epoch: [30][45/553] Time 2.507 Data 0.001 Err 0.7330 top1 18.750 top5 6.250 | Epoch: [30][46/553] Time 2.445 Data 0.001 Err 0.5727 top1 17.969 top5 2.344 | Epoch: [30][47/553] Time 2.437 Data 0.001 Err 0.6443 top1 18.750 top5 3.906 | Epoch: [30][48/553] Time 2.458 Data 0.001 Err 0.6539 top1 21.094 top5 6.250 | Epoch: [30][49/553] Time 2.450 Data 0.003 Err 0.8005 top1 21.875 top5 9.375 | Epoch: [30][50/553] Time 2.500 Data 0.001 Err 0.4390 top1 14.062 top5 1.562 | Epoch: [30][51/553] Time 2.491 Data 0.001 Err 0.6828 top1 21.094 top5 5.469 | Epoch: [30][52/553] Time 2.449 Data 0.001 Err 0.6188 top1 18.750 top5 4.688 | Epoch: [30][53/553] Time 2.448 Data 0.001 Err 0.7876 top1 17.969 top5 7.031 | Epoch: [30][54/553] Time 2.435 Data 0.001 Err 0.6802 top1 20.312 top5 3.125 | Epoch: [30][55/553] Time 2.446 Data 0.001 Err 0.6307 top1 13.281 top5 6.250 | Epoch: [30][56/553] Time 2.476 Data 0.001 Err 0.5672 top1 16.406 top5 5.469 | Epoch: [30][57/553] Time 2.445 Data 0.001 Err 0.7403 top1 21.094 top5 7.031 | Epoch: [30][58/553] Time 2.450 Data 0.001 Err 0.4713 top1 13.281 top5 3.125 | Epoch: [30][59/553] Time 2.448 Data 0.001 Err 0.6313 top1 18.750 top5 4.688 | Epoch: [30][60/553] Time 2.440 Data 0.001 Err 0.8053 top1 21.875 top5 7.812 | Epoch: [30][61/553] Time 2.452 Data 0.001 Err 0.7216 top1 20.312 top5 4.688 | Epoch: [30][62/553] Time 2.468 Data 0.001 Err 0.4626 top1 13.281 top5 1.562 | Epoch: [30][63/553] Time 2.442 Data 0.001 Err 0.5887 top1 17.188 top5 3.906 | Epoch: [30][64/553] Time 2.466 Data 0.001 Err 0.9089 top1 24.219 top5 7.812 | Epoch: [30][65/553] Time 2.491 Data 0.001 Err 0.5050 top1 18.750 top5 1.562 | Epoch: [30][66/553] Time 2.523 Data 0.001 Err 0.4982 top1 14.062 top5 3.125 | Epoch: [30][67/553] Time 2.445 Data 0.001 Err 0.6903 top1 15.625 top5 7.031 | Epoch: [30][68/553] Time 2.450 Data 0.001 Err 0.7533 top1 25.000 top5 4.688 | Epoch: [30][69/553] Time 2.445 Data 0.001 Err 0.6600 top1 21.094 top5 7.812 | Epoch: [30][70/553] Time 2.445 Data 0.001 Err 0.6798 top1 21.094 top5 4.688 | Epoch: [30][71/553] Time 2.450 Data 0.001 Err 0.7293 top1 21.875 top5 3.906 | Epoch: [30][72/553] Time 2.445 Data 0.001 Err 0.5120 top1 14.844 top5 4.688 | Epoch: [30][73/553] Time 2.447 Data 0.001 Err 1.0275 top1 25.000 top5 8.594 | Epoch: [30][74/553] Time 2.505 Data 0.001 Err 0.6316 top1 17.969 top5 6.250 | Epoch: [30][75/553] Time 2.524 Data 0.001 Err 0.8892 top1 25.000 top5 8.594 | Epoch: [30][76/553] Time 2.481 Data 0.001 Err 0.8534 top1 27.344 top5 6.250 | Epoch: [30][77/553] Time 2.480 Data 0.001 Err 0.7393 top1 21.094 top5 4.688 | Epoch: [30][78/553] Time 2.446 Data 0.001 Err 0.7839 top1 21.875 top5 7.031 | Epoch: [30][79/553] Time 2.503 Data 0.001 Err 0.6294 top1 17.188 top5 7.031 | Epoch: [30][80/553] Time 2.448 Data 0.001 Err 0.7114 top1 18.750 top5 5.469 | Epoch: [30][81/553] Time 2.498 Data 0.001 Err 0.6210 top1 16.406 top5 3.906 | Epoch: [30][82/553] Time 2.458 Data 0.001 Err 0.6632 top1 18.750 top5 7.031 | Epoch: [30][83/553] Time 2.447 Data 0.001 Err 0.7009 top1 19.531 top5 6.250 | Epoch: [30][84/553] Time 2.456 Data 0.000 Err 0.5296 top1 14.844 top5 6.250 | Epoch: [30][85/553] Time 2.457 Data 0.001 Err 0.4565 top1 16.406 top5 3.125 | Epoch: [30][86/553] Time 2.443 Data 0.001 Err 0.5391 top1 16.406 top5 3.125 | Epoch: [30][87/553] Time 2.448 Data 0.001 Err 0.4271 top1 10.156 top5 2.344 | Epoch: [30][88/553] Time 2.436 Data 0.001 Err 0.7339 top1 19.531 top5 5.469 | Epoch: [30][89/553] Time 2.448 Data 0.001 Err 0.4745 top1 13.281 top5 3.125 | Epoch: [30][90/553] Time 2.494 Data 0.001 Err 0.5815 top1 14.062 top5 2.344 | Epoch: [30][91/553] Time 2.461 Data 0.001 Err 0.6105 top1 17.969 top5 4.688 | Epoch: [30][92/553] Time 2.478 Data 0.001 Err 0.6611 top1 17.969 top5 6.250 | Epoch: [30][93/553] Time 2.443 Data 0.001 Err 0.7224 top1 21.094 top5 5.469 | Epoch: [30][94/553] Time 2.448 Data 0.001 Err 0.8276 top1 17.188 top5 6.250 | Epoch: [30][95/553] Time 2.505 Data 0.001 Err 0.8890 top1 20.312 top5 8.594 | Epoch: [30][96/553] Time 2.468 Data 0.001 Err 0.6810 top1 17.188 top5 6.250 | Epoch: [30][97/553] Time 2.463 Data 0.001 Err 0.7917 top1 21.875 top5 6.250 | Epoch: [30][98/553] Time 2.445 Data 0.001 Err 0.5540 top1 16.406 top5 2.344 | Epoch: [30][99/553] Time 2.479 Data 0.001 Err 0.7622 top1 21.094 top5 7.812 | Epoch: [30][100/553] Time 2.485 Data 0.001 Err 0.9606 top1 26.562 top5 7.031 | Epoch: [30][101/553] Time 2.453 Data 0.001 Err 0.7498 top1 19.531 top5 7.031 | Epoch: [30][102/553] Time 2.508 Data 0.001 Err 0.4898 top1 14.844 top5 3.125 | Epoch: [30][103/553] Time 2.506 Data 0.001 Err 0.6216 top1 17.969 top5 5.469 | Epoch: [30][104/553] Time 2.493 Data 0.001 Err 0.5260 top1 14.844 top5 3.125 | Epoch: [30][105/553] Time 2.464 Data 0.001 Err 0.8032 top1 17.969 top5 6.250 | Epoch: [30][106/553] Time 2.466 Data 0.001 Err 0.6659 top1 15.625 top5 6.250 | Epoch: [30][107/553] Time 2.485 Data 0.001 Err 0.7551 top1 21.094 top5 6.250 | Epoch: [30][108/553] Time 2.528 Data 0.006 Err 0.5441 top1 14.062 top5 2.344 | Epoch: [30][109/553] Time 2.439 Data 0.001 Err 0.8603 top1 22.656 top5 5.469 | Epoch: [30][110/553] Time 2.444 Data 0.001 Err 0.8358 top1 18.750 top5 5.469 | Epoch: [30][111/553] Time 2.445 Data 0.001 Err 0.8414 top1 19.531 top5 8.594 | Epoch: [30][112/553] Time 2.480 Data 0.001 Err 0.7300 top1 24.219 top5 5.469 | Epoch: [30][113/553] Time 2.497 Data 0.001 Err 0.6312 top1 17.969 top5 3.125 | Epoch: [30][114/553] Time 2.444 Data 0.001 Err 0.4590 top1 14.062 top5 3.125 | Epoch: [30][115/553] Time 2.442 Data 0.001 Err 0.5734 top1 19.531 top5 2.344 | Epoch: [30][116/553] Time 2.483 Data 0.001 Err 0.6710 top1 16.406 top5 4.688 | Epoch: [30][117/553] Time 2.448 Data 0.001 Err 0.8287 top1 20.312 top5 7.812 | Epoch: [30][118/553] Time 2.452 Data 0.001 Err 0.5982 top1 15.625 top5 5.469 | Epoch: [30][119/553] Time 2.444 Data 0.001 Err 0.5188 top1 14.844 top5 3.125 | Epoch: [30][120/553] Time 2.513 Data 0.001 Err 0.4499 top1 14.062 top5 1.562 | Epoch: [30][121/553] Time 2.442 Data 0.001 Err 0.5919 top1 18.750 top5 3.125 | Epoch: [30][122/553] Time 2.448 Data 0.001 Err 0.6227 top1 19.531 top5 4.688 | Epoch: [30][123/553] Time 2.515 Data 0.001 Err 0.7991 top1 22.656 top5 5.469 | Epoch: [30][124/553] Time 2.510 Data 0.001 Err 0.6761 top1 16.406 top5 3.125 | Epoch: [30][125/553] Time 2.460 Data 0.001 Err 0.5858 top1 15.625 top5 5.469 | Epoch: [30][126/553] Time 2.439 Data 0.001 Err 0.4964 top1 11.719 top5 4.688 | Epoch: [30][127/553] Time 2.490 Data 0.005 Err 0.6185 top1 18.750 top5 6.250 | Epoch: [30][128/553] Time 2.461 Data 0.001 Err 0.6933 top1 23.438 top5 4.688 | Epoch: [30][129/553] Time 2.494 Data 0.001 Err 0.7845 top1 22.656 top5 7.812 | Epoch: [30][130/553] Time 2.450 Data 0.001 Err 0.7904 top1 21.875 top5 4.688 | Epoch: [30][131/553] Time 2.452 Data 0.001 Err 0.4097 top1 12.500 top5 3.125 | Epoch: [30][132/553] Time 2.452 Data 0.001 Err 0.8768 top1 22.656 top5 7.812 | Epoch: [30][133/553] Time 2.452 Data 0.001 Err 0.7017 top1 18.750 top5 4.688 | Epoch: [30][134/553] Time 2.435 Data 0.001 Err 0.6410 top1 17.188 top5 3.125 | Epoch: [30][135/553] Time 2.459 Data 0.001 Err 0.7103 top1 14.844 top5 6.250 | Epoch: [30][136/553] Time 2.441 Data 0.001 Err 0.7139 top1 21.875 top5 3.906 | Epoch: [30][137/553] Time 2.471 Data 0.001 Err 0.6440 top1 22.656 top5 1.562 | Epoch: [30][138/553] Time 2.445 Data 0.000 Err 0.4908 top1 14.062 top5 2.344 | Epoch: [30][139/553] Time 2.475 Data 0.001 Err 0.7612 top1 21.094 top5 6.250 | Epoch: [30][140/553] Time 2.458 Data 0.001 Err 0.6835 top1 15.625 top5 8.594 | Epoch: [30][141/553] Time 2.462 Data 0.001 Err 0.7725 top1 19.531 top5 6.250 | Epoch: [30][142/553] Time 2.454 Data 0.001 Err 0.6428 top1 16.406 top5 5.469 | Epoch: [30][143/553] Time 2.452 Data 0.001 Err 0.7302 top1 17.969 top5 5.469 | Epoch: [30][144/553] Time 2.449 Data 0.001 Err 0.5816 top1 16.406 top5 4.688 | Epoch: [30][145/553] Time 2.442 Data 0.001 Err 0.6059 top1 18.750 top5 4.688 | Epoch: [30][146/553] Time 2.454 Data 0.003 Err 0.6508 top1 17.188 top5 7.031 | Epoch: [30][147/553] Time 2.472 Data 0.001 Err 0.7211 top1 22.656 top5 4.688 | Epoch: [30][148/553] Time 2.471 Data 0.001 Err 0.6114 top1 14.844 top5 3.125 | Epoch: [30][149/553] Time 2.441 Data 0.001 Err 0.8437 top1 22.656 top5 8.594 | Epoch: [30][150/553] Time 2.441 Data 0.001 Err 0.8713 top1 25.781 top5 10.156 | Epoch: [30][151/553] Time 2.474 Data 0.001 Err 0.8276 top1 22.656 top5 4.688 | Epoch: [30][152/553] Time 2.481 Data 0.001 Err 0.5428 top1 17.188 top5 5.469 | Epoch: [30][153/553] Time 2.452 Data 0.001 Err 0.8549 top1 21.094 top5 7.031 | Epoch: [30][154/553] Time 2.495 Data 0.001 Err 0.8255 top1 25.000 top5 7.031 | Epoch: [30][155/553] Time 2.442 Data 0.001 Err 1.0211 top1 28.906 top5 9.375 | Epoch: [30][156/553] Time 2.451 Data 0.001 Err 0.6440 top1 18.750 top5 3.125 | Epoch: [30][157/553] Time 2.454 Data 0.001 Err 0.3763 top1 8.594 top5 2.344 | Epoch: [30][158/553] Time 2.443 Data 0.001 Err 0.7429 top1 19.531 top5 7.812 | Epoch: [30][159/553] Time 2.447 Data 0.001 Err 0.6161 top1 21.875 top5 3.125 | Epoch: [30][160/553] Time 2.505 Data 0.001 Err 0.5143 top1 12.500 top5 4.688 | Epoch: [30][161/553] Time 2.470 Data 0.001 Err 0.4830 top1 13.281 top5 1.562 | Epoch: [30][162/553] Time 2.455 Data 0.001 Err 0.5374 top1 17.188 top5 3.125 | Epoch: [30][163/553] Time 2.447 Data 0.001 Err 0.7640 top1 22.656 top5 5.469 | Epoch: [30][164/553] Time 2.437 Data 0.001 Err 0.7661 top1 18.750 top5 7.031 | Epoch: [30][165/553] Time 2.479 Data 0.005 Err 0.6293 top1 18.750 top5 4.688 | Epoch: [30][166/553] Time 2.450 Data 0.001 Err 0.9847 top1 21.875 top5 12.500 | Epoch: [30][167/553] Time 2.501 Data 0.001 Err 0.8365 top1 22.656 top5 10.156 | Epoch: [30][168/553] Time 2.439 Data 0.001 Err 0.5356 top1 15.625 top5 3.125 | Epoch: [30][169/553] Time 2.437 Data 0.001 Err 0.6112 top1 21.094 top5 3.125 | Epoch: [30][170/553] Time 2.466 Data 0.001 Err 0.7868 top1 19.531 top5 7.812 | Epoch: [30][171/553] Time 2.485 Data 0.001 Err 0.8060 top1 16.406 top5 7.031 | Epoch: [30][172/553] Time 2.472 Data 0.001 Err 0.6763 top1 20.312 top5 5.469 | Epoch: [30][173/553] Time 2.462 Data 0.001 Err 0.8748 top1 25.781 top5 8.594 | Epoch: [30][174/553] Time 2.475 Data 0.001 Err 0.7086 top1 24.219 top5 6.250 | Epoch: [30][175/553] Time 2.474 Data 0.001 Err 0.5243 top1 16.406 top5 2.344 | Epoch: [30][176/553] Time 2.445 Data 0.001 Err 0.5075 top1 14.062 top5 3.906 | Epoch: [30][177/553] Time 2.484 Data 0.001 Err 0.5239 top1 14.062 top5 2.344 | Epoch: [30][178/553] Time 2.478 Data 0.003 Err 0.8347 top1 24.219 top5 7.812 | Epoch: [30][179/553] Time 2.448 Data 0.000 Err 0.8231 top1 22.656 top5 6.250 | Epoch: [30][180/553] Time 2.446 Data 0.001 Err 0.7026 top1 21.094 top5 5.469 | Epoch: [30][181/553] Time 2.466 Data 0.001 Err 0.6888 top1 18.750 top5 6.250 | Epoch: [30][182/553] Time 2.447 Data 0.001 Err 0.6624 top1 21.094 top5 4.688 | Epoch: [30][183/553] Time 2.442 Data 0.001 Err 0.6803 top1 17.969 top5 7.031 | Epoch: [30][184/553] Time 2.497 Data 0.003 Err 0.4806 top1 13.281 top5 3.125 | Epoch: [30][185/553] Time 2.474 Data 0.001 Err 0.6229 top1 19.531 top5 3.906 | Epoch: [30][186/553] Time 2.442 Data 0.001 Err 0.9132 top1 19.531 top5 8.594 | Epoch: [30][187/553] Time 2.462 Data 0.001 Err 0.8264 top1 22.656 top5 5.469 | Epoch: [30][188/553] Time 2.515 Data 0.001 Err 0.5312 top1 17.969 top5 2.344 | Epoch: [30][189/553] Time 2.477 Data 0.001 Err 0.5531 top1 18.750 top5 0.781 | Epoch: [30][190/553] Time 2.488 Data 0.001 Err 0.8306 top1 19.531 top5 6.250 | Epoch: [30][191/553] Time 2.474 Data 0.001 Err 0.7592 top1 21.094 top5 6.250 | Epoch: [30][192/553] Time 2.506 Data 0.001 Err 0.6923 top1 16.406 top5 5.469 | Epoch: [30][193/553] Time 2.446 Data 0.001 Err 0.7959 top1 24.219 top5 3.906 | Epoch: [30][194/553] Time 2.469 Data 0.001 Err 0.6916 top1 17.969 top5 6.250 | Epoch: [30][195/553] Time 2.462 Data 0.001 Err 0.6877 top1 20.312 top5 4.688 | Epoch: [30][196/553] Time 2.445 Data 0.001 Err 0.4937 top1 14.844 top5 1.562 | Epoch: [30][197/553] Time 2.496 Data 0.001 Err 0.5633 top1 15.625 top5 2.344 | Epoch: [30][198/553] Time 2.488 Data 0.000 Err 0.5933 top1 16.406 top5 3.906 | Epoch: [30][199/553] Time 2.439 Data 0.001 Err 0.7464 top1 21.875 top5 7.031 | Epoch: [30][200/553] Time 2.480 Data 0.001 Err 0.6379 top1 14.062 top5 4.688 | Epoch: [30][201/553] Time 2.491 Data 0.001 Err 0.8740 top1 23.438 top5 7.812 | Epoch: [30][202/553] Time 2.444 Data 0.001 Err 0.6164 top1 17.188 top5 4.688 | Epoch: [30][203/553] Time 2.462 Data 0.003 Err 0.7596 top1 21.094 top5 7.031 | Epoch: [30][204/553] Time 2.441 Data 0.001 Err 0.5512 top1 14.062 top5 4.688 | Epoch: [30][205/553] Time 2.448 Data 0.001 Err 0.7963 top1 23.438 top5 5.469 | Epoch: [30][206/553] Time 2.448 Data 0.001 Err 0.7157 top1 22.656 top5 5.469 | Epoch: [30][207/553] Time 2.481 Data 0.001 Err 0.6646 top1 17.969 top5 5.469 | Epoch: [30][208/553] Time 2.487 Data 0.000 Err 0.7413 top1 18.750 top5 7.812 | Epoch: [30][209/553] Time 2.517 Data 0.001 Err 0.7195 top1 20.312 top5 6.250 | Epoch: [30][210/553] Time 2.480 Data 0.001 Err 0.6502 top1 17.188 top5 4.688 | Epoch: [30][211/553] Time 2.455 Data 0.001 Err 0.7699 top1 20.312 top5 6.250 | Epoch: [30][212/553] Time 2.441 Data 0.001 Err 0.5744 top1 17.188 top5 5.469 | Epoch: [30][213/553] Time 2.455 Data 0.001 Err 0.7658 top1 24.219 top5 6.250 | Epoch: [30][214/553] Time 2.450 Data 0.001 Err 0.7507 top1 20.312 top5 6.250 | Epoch: [30][215/553] Time 2.441 Data 0.001 Err 0.8212 top1 21.875 top5 7.812 | Epoch: [30][216/553] Time 2.454 Data 0.001 Err 0.7722 top1 17.969 top5 7.812 | Epoch: [30][217/553] Time 2.448 Data 0.001 Err 0.6546 top1 18.750 top5 3.906 | Epoch: [30][218/553] Time 2.459 Data 0.001 Err 0.8002 top1 23.438 top5 7.031 | Epoch: [30][219/553] Time 2.460 Data 0.001 Err 0.6769 top1 17.188 top5 5.469 | Epoch: [30][220/553] Time 2.464 Data 0.001 Err 0.8505 top1 19.531 top5 10.156 | Epoch: [30][221/553] Time 2.439 Data 0.001 Err 0.7609 top1 23.438 top5 3.906 | Epoch: [30][222/553] Time 2.450 Data 0.004 Err 0.8679 top1 25.781 top5 7.812 | Epoch: [30][223/553] Time 2.446 Data 0.001 Err 0.5800 top1 15.625 top5 6.250 | Epoch: [30][224/553] Time 2.481 Data 0.001 Err 0.5606 top1 14.844 top5 4.688 | Epoch: [30][225/553] Time 2.457 Data 0.001 Err 0.7382 top1 21.875 top5 3.906 | Epoch: [30][226/553] Time 2.441 Data 0.001 Err 0.8569 top1 25.000 top5 7.031 | Epoch: [30][227/553] Time 2.447 Data 0.001 Err 0.7466 top1 20.312 top5 5.469 | Epoch: [30][228/553] Time 2.520 Data 0.001 Err 0.7789 top1 23.438 top5 7.031 | Epoch: [30][229/553] Time 2.454 Data 0.001 Err 0.9239 top1 21.875 top5 8.594 | Epoch: [30][230/553] Time 2.438 Data 0.001 Err 0.6785 top1 21.094 top5 3.906 | Epoch: [30][231/553] Time 2.440 Data 0.001 Err 0.8000 top1 21.875 top5 7.031 | Epoch: [30][232/553] Time 2.487 Data 0.001 Err 0.5803 top1 17.188 top5 1.562 | Epoch: [30][233/553] Time 2.478 Data 0.001 Err 0.7919 top1 24.219 top5 6.250 | Epoch: [30][234/553] Time 2.452 Data 0.001 Err 0.8498 top1 21.094 top5 3.906 | Epoch: [30][235/553] Time 2.492 Data 0.001 Err 0.5942 top1 21.094 top5 2.344 | Epoch: [30][236/553] Time 2.455 Data 0.000 Err 0.7352 top1 17.188 top5 4.688 | Epoch: [30][237/553] Time 2.447 Data 0.001 Err 0.6374 top1 17.969 top5 5.469 | Epoch: [30][238/553] Time 2.450 Data 0.001 Err 0.7507 top1 18.750 top5 3.125 | Epoch: [30][239/553] Time 2.446 Data 0.001 Err 0.5534 top1 17.969 top5 3.906 | Epoch: [30][240/553] Time 2.468 Data 0.001 Err 0.5656 top1 14.062 top5 2.344 | Epoch: [30][241/553] Time 2.482 Data 0.003 Err 0.6266 top1 18.750 top5 3.125 | Epoch: [30][242/553] Time 2.445 Data 0.001 Err 0.6852 top1 20.312 top5 5.469 | Epoch: [30][243/553] Time 2.441 Data 0.001 Err 0.5855 top1 12.500 top5 4.688 | Epoch: [30][244/553] Time 2.438 Data 0.001 Err 0.7965 top1 22.656 top5 8.594 | Epoch: [30][245/553] Time 2.446 Data 0.001 Err 0.8280 top1 17.969 top5 8.594 | Epoch: [30][246/553] Time 2.445 Data 0.001 Err 0.6295 top1 16.406 top5 3.125 | Epoch: [30][247/553] Time 2.451 Data 0.001 Err 0.7611 top1 21.094 top5 4.688 | Epoch: [30][248/553] Time 2.456 Data 0.001 Err 0.5004 top1 17.969 top5 0.781 | Epoch: [30][249/553] Time 2.462 Data 0.001 Err 0.7294 top1 19.531 top5 6.250 | Epoch: [30][250/553] Time 2.446 Data 0.001 Err 0.6918 top1 17.969 top5 4.688 | Epoch: [30][251/553] Time 2.479 Data 0.001 Err 0.6314 top1 17.188 top5 4.688 | Epoch: [30][252/553] Time 2.509 Data 0.001 Err 0.6224 top1 20.312 top5 3.906 | Epoch: [30][253/553] Time 2.449 Data 0.001 Err 0.6541 top1 17.188 top5 5.469 | Epoch: [30][254/553] Time 2.481 Data 0.001 Err 0.7968 top1 21.094 top5 7.031 | Epoch: [30][255/553] Time 2.453 Data 0.001 Err 0.7309 top1 18.750 top5 4.688 | Epoch: [30][256/553] Time 2.470 Data 0.001 Err 0.5888 top1 14.844 top5 4.688 | Epoch: [30][257/553] Time 2.445 Data 0.001 Err 0.5846 top1 17.969 top5 2.344 | Epoch: [30][258/553] Time 2.445 Data 0.001 Err 0.8482 top1 25.000 top5 7.031 | Epoch: [30][259/553] Time 2.443 Data 0.001 Err 0.4110 top1 9.375 top5 3.125 | Epoch: [30][260/553] Time 2.445 Data 0.003 Err 0.6088 top1 17.188 top5 5.469 | Epoch: [30][261/553] Time 2.465 Data 0.001 Err 0.5023 top1 14.844 top5 3.906 | Epoch: [30][262/553] Time 2.480 Data 0.001 Err 0.7361 top1 23.438 top5 3.906 | Epoch: [30][263/553] Time 2.492 Data 0.001 Err 0.8867 top1 21.875 top5 8.594 | Epoch: [30][264/553] Time 2.464 Data 0.001 Err 0.6542 top1 19.531 top5 5.469 | Epoch: [30][265/553] Time 2.444 Data 0.001 Err 0.5297 top1 14.844 top5 2.344 | Epoch: [30][266/553] Time 2.474 Data 0.001 Err 0.6949 top1 17.188 top5 4.688 | Epoch: [30][267/553] Time 2.446 Data 0.001 Err 0.6136 top1 17.969 top5 6.250 | Epoch: [30][268/553] Time 2.446 Data 0.001 Err 0.8055 top1 21.875 top5 7.031 | Epoch: [30][269/553] Time 2.438 Data 0.001 Err 0.6249 top1 15.625 top5 6.250 | Epoch: [30][270/553] Time 2.439 Data 0.001 Err 0.5297 top1 14.062 top5 3.906 | Epoch: [30][271/553] Time 2.484 Data 0.001 Err 0.6027 top1 17.188 top5 5.469 | Epoch: [30][272/553] Time 2.478 Data 0.000 Err 1.0420 top1 26.562 top5 11.719 | Epoch: [30][273/553] Time 2.446 Data 0.001 Err 0.6453 top1 15.625 top5 5.469 | Epoch: [30][274/553] Time 2.444 Data 0.001 Err 0.6836 top1 16.406 top5 7.031 | Epoch: [30][275/553] Time 2.440 Data 0.001 Err 0.5412 top1 14.844 top5 3.125 | Epoch: [30][276/553] Time 2.438 Data 0.001 Err 0.6912 top1 18.750 top5 5.469 | Epoch: [30][277/553] Time 2.499 Data 0.001 Err 0.7789 top1 22.656 top5 4.688 | Epoch: [30][278/553] Time 2.437 Data 0.001 Err 0.7375 top1 23.438 top5 7.031 | Epoch: [30][279/553] Time 2.450 Data 0.003 Err 0.6812 top1 20.312 top5 3.906 | Epoch: [30][280/553] Time 2.480 Data 0.001 Err 0.6803 top1 20.312 top5 3.906 | Epoch: [30][281/553] Time 2.473 Data 0.001 Err 0.9328 top1 23.438 top5 7.812 | Epoch: [30][282/553] Time 2.455 Data 0.001 Err 0.4160 top1 13.281 top5 1.562 | Epoch: [30][283/553] Time 2.483 Data 0.001 Err 0.7772 top1 25.000 top5 3.906 | Epoch: [30][284/553] Time 2.480 Data 0.001 Err 0.5536 top1 13.281 top5 5.469 | Epoch: [30][285/553] Time 2.479 Data 0.001 Err 0.7395 top1 19.531 top5 5.469 | Epoch: [30][286/553] Time 2.437 Data 0.001 Err 0.4979 top1 16.406 top5 3.125 | Epoch: [30][287/553] Time 2.446 Data 0.001 Err 0.7186 top1 19.531 top5 5.469 | Epoch: [30][288/553] Time 2.519 Data 0.001 Err 0.7020 top1 17.188 top5 2.344 | Epoch: [30][289/553] Time 2.480 Data 0.001 Err 0.6955 top1 19.531 top5 4.688 | Epoch: [30][290/553] Time 2.459 Data 0.001 Err 0.5465 top1 14.062 top5 2.344 | Epoch: [30][291/553] Time 2.445 Data 0.001 Err 1.0844 top1 26.562 top5 11.719 | Epoch: [30][292/553] Time 2.492 Data 0.001 Err 0.8544 top1 23.438 top5 7.812 | Epoch: [30][293/553] Time 2.475 Data 0.001 Err 0.7617 top1 15.625 top5 7.031 | Epoch: [30][294/553] Time 2.459 Data 0.001 Err 0.6146 top1 15.625 top5 7.031 | Epoch: [30][295/553] Time 2.450 Data 0.001 Err 0.6876 top1 18.750 top5 5.469 | Epoch: [30][296/553] Time 2.464 Data 0.001 Err 0.7166 top1 23.438 top5 3.125 | Epoch: [30][297/553] Time 2.479 Data 0.001 Err 0.6700 top1 16.406 top5 4.688 | Epoch: [30][298/553] Time 2.449 Data 0.001 Err 0.7092 top1 17.969 top5 6.250 | Epoch: [30][299/553] Time 2.470 Data 0.001 Err 0.8082 top1 21.875 top5 7.031 | Epoch: [30][300/553] Time 2.449 Data 0.001 Err 0.7101 top1 17.969 top5 5.469 | Epoch: [30][301/553] Time 2.478 Data 0.001 Err 0.8213 top1 24.219 top5 6.250 | Epoch: [30][302/553] Time 2.469 Data 0.001 Err 0.6190 top1 14.844 top5 4.688 | Epoch: [30][303/553] Time 2.464 Data 0.001 Err 0.6242 top1 15.625 top5 3.906 | Epoch: [30][304/553] Time 2.482 Data 0.001 Err 0.6428 top1 16.406 top5 4.688 | Epoch: [30][305/553] Time 2.453 Data 0.001 Err 0.7562 top1 21.094 top5 7.812 | Epoch: [30][306/553] Time 2.445 Data 0.001 Err 0.6987 top1 17.188 top5 5.469 | Epoch: [30][307/553] Time 2.462 Data 0.001 Err 0.6732 top1 20.312 top5 6.250 | Epoch: [30][308/553] Time 2.537 Data 0.001 Err 0.6864 top1 18.750 top5 3.906 | Epoch: [30][309/553] Time 2.454 Data 0.001 Err 0.7381 top1 20.312 top5 7.031 | Epoch: [30][310/553] Time 2.432 Data 0.001 Err 0.6371 top1 19.531 top5 5.469 | Epoch: [30][311/553] Time 2.454 Data 0.001 Err 0.8714 top1 20.312 top5 9.375 | Epoch: [30][312/553] Time 2.479 Data 0.001 Err 0.7923 top1 17.969 top5 7.812 | Epoch: [30][313/553] Time 2.448 Data 0.001 Err 0.5654 top1 14.844 top5 3.125 | Epoch: [30][314/553] Time 2.494 Data 0.001 Err 0.9576 top1 23.438 top5 9.375 | Epoch: [30][315/553] Time 2.454 Data 0.001 Err 0.8663 top1 22.656 top5 7.031 | Epoch: [30][316/553] Time 2.440 Data 0.001 Err 0.6795 top1 21.094 top5 5.469 | Epoch: [30][317/553] Time 2.489 Data 0.003 Err 0.6473 top1 20.312 top5 3.906 | Epoch: [30][318/553] Time 2.453 Data 0.001 Err 0.7619 top1 20.312 top5 7.031 | Epoch: [30][319/553] Time 2.445 Data 0.001 Err 0.4231 top1 9.375 top5 3.906 | Epoch: [30][320/553] Time 2.447 Data 0.001 Err 0.8797 top1 23.438 top5 11.719 | Epoch: [30][321/553] Time 2.453 Data 0.001 Err 0.7966 top1 17.969 top5 6.250 | Epoch: [30][322/553] Time 2.445 Data 0.001 Err 0.7857 top1 21.875 top5 6.250 | Epoch: [30][323/553] Time 2.439 Data 0.001 Err 0.6924 top1 16.406 top5 5.469 | Epoch: [30][324/553] Time 2.514 Data 0.000 Err 0.7913 top1 27.344 top5 5.469 | Epoch: [30][325/553] Time 2.475 Data 0.001 Err 0.5475 top1 16.406 top5 2.344 | Epoch: [30][326/553] Time 2.478 Data 0.001 Err 1.0099 top1 22.656 top5 9.375 | Epoch: [30][327/553] Time 2.444 Data 0.001 Err 0.7048 top1 16.406 top5 5.469 | Epoch: [30][328/553] Time 2.446 Data 0.001 Err 0.7725 top1 17.969 top5 8.594 | Epoch: [30][329/553] Time 2.479 Data 0.001 Err 0.6965 top1 21.094 top5 3.125 | Epoch: [30][330/553] Time 2.454 Data 0.001 Err 0.7281 top1 21.875 top5 5.469 | Epoch: [30][331/553] Time 2.467 Data 0.001 Err 0.5604 top1 17.188 top5 6.250 | Epoch: [30][332/553] Time 2.467 Data 0.001 Err 0.7392 top1 20.312 top5 4.688 | Epoch: [30][333/553] Time 2.437 Data 0.001 Err 0.6708 top1 17.188 top5 7.812 | Epoch: [30][334/553] Time 2.457 Data 0.001 Err 0.7034 top1 20.312 top5 6.250 | Epoch: [30][335/553] Time 2.449 Data 0.001 Err 0.5072 top1 14.844 top5 3.906 | Epoch: [30][336/553] Time 2.447 Data 0.004 Err 0.5613 top1 15.625 top5 3.125 | Epoch: [30][337/553] Time 2.472 Data 0.001 Err 0.8050 top1 20.312 top5 7.812 | Epoch: [30][338/553] Time 2.446 Data 0.001 Err 0.7773 top1 18.750 top5 4.688 | Epoch: [30][339/553] Time 2.441 Data 0.001 Err 0.6215 top1 17.969 top5 4.688 | Epoch: [30][340/553] Time 2.471 Data 0.001 Err 0.6824 top1 17.969 top5 5.469 | Epoch: [30][341/553] Time 2.486 Data 0.001 Err 0.6311 top1 14.844 top5 3.125 | Epoch: [30][342/553] Time 2.437 Data 0.001 Err 0.7520 top1 22.656 top5 5.469 | Epoch: [30][343/553] Time 2.448 Data 0.001 Err 0.6489 top1 17.969 top5 6.250 | Epoch: [30][344/553] Time 2.439 Data 0.001 Err 0.5350 top1 14.062 top5 3.906 | Epoch: [30][345/553] Time 2.441 Data 0.001 Err 0.6336 top1 15.625 top5 4.688 | Epoch: [30][346/553] Time 2.451 Data 0.001 Err 0.8471 top1 20.312 top5 8.594 | Epoch: [30][347/553] Time 2.494 Data 0.001 Err 0.7235 top1 22.656 top5 6.250 | Epoch: [30][348/553] Time 2.442 Data 0.001 Err 0.7529 top1 20.312 top5 8.594 | Epoch: [30][349/553] Time 2.449 Data 0.001 Err 0.7369 top1 17.969 top5 6.250 | Epoch: [30][350/553] Time 2.491 Data 0.001 Err 0.6581 top1 16.406 top5 4.688 | Epoch: [30][351/553] Time 2.452 Data 0.001 Err 0.6287 top1 17.969 top5 4.688 | Epoch: [30][352/553] Time 2.467 Data 0.001 Err 0.8058 top1 21.094 top5 7.031 | Epoch: [30][353/553] Time 2.453 Data 0.001 Err 0.5498 top1 13.281 top5 3.125 | Epoch: [30][354/553] Time 2.441 Data 0.001 Err 0.8073 top1 18.750 top5 6.250 | Epoch: [30][355/553] Time 2.443 Data 0.003 Err 0.5550 top1 14.844 top5 5.469 | Epoch: [30][356/553] Time 2.444 Data 0.001 Err 0.8679 top1 25.000 top5 8.594 | Epoch: [30][357/553] Time 2.452 Data 0.001 Err 0.7136 top1 23.438 top5 5.469 | Epoch: [30][358/553] Time 2.466 Data 0.001 Err 0.6889 top1 17.969 top5 7.031 | Epoch: [30][359/553] Time 2.438 Data 0.001 Err 0.7029 top1 20.312 top5 7.031 | Epoch: [30][360/553] Time 2.451 Data 0.001 Err 0.6355 top1 17.188 top5 4.688 | Epoch: [30][361/553] Time 2.442 Data 0.001 Err 0.9128 top1 25.781 top5 7.031 | Epoch: [30][362/553] Time 2.438 Data 0.001 Err 0.8212 top1 20.312 top5 6.250 | Epoch: [30][363/553] Time 2.444 Data 0.001 Err 0.6839 top1 17.188 top5 5.469 | Epoch: [30][364/553] Time 2.509 Data 0.001 Err 0.6966 top1 17.969 top5 7.031 | Epoch: [30][365/553] Time 2.504 Data 0.001 Err 0.8212 top1 21.094 top5 6.250 | Epoch: [30][366/553] Time 2.482 Data 0.001 Err 0.7695 top1 18.750 top5 5.469 | Epoch: [30][367/553] Time 2.451 Data 0.001 Err 0.8175 top1 23.438 top5 7.031 | Epoch: [30][368/553] Time 2.474 Data 0.001 Err 0.8349 top1 24.219 top5 5.469 | Epoch: [30][369/553] Time 2.453 Data 0.001 Err 0.8931 top1 27.344 top5 7.812 | Epoch: [30][370/553] Time 2.504 Data 0.001 Err 0.8124 top1 20.312 top5 8.594 | Epoch: [30][371/553] Time 2.435 Data 0.001 Err 0.8112 top1 21.094 top5 6.250 | Epoch: [30][372/553] Time 2.475 Data 0.001 Err 0.5171 top1 17.188 top5 3.906 | Epoch: [30][373/553] Time 2.439 Data 0.001 Err 0.7448 top1 20.312 top5 7.812 | Epoch: [30][374/553] Time 2.508 Data 0.003 Err 0.8964 top1 21.094 top5 8.594 | Epoch: [30][375/553] Time 2.474 Data 0.000 Err 0.6162 top1 19.531 top5 5.469 | Epoch: [30][376/553] Time 2.444 Data 0.001 Err 0.8517 top1 23.438 top5 7.812 | Epoch: [30][377/553] Time 2.451 Data 0.001 Err 0.6182 top1 14.844 top5 6.250 | Epoch: [30][378/553] Time 2.488 Data 0.001 Err 0.7495 top1 19.531 top5 7.031 | Epoch: [30][379/553] Time 2.478 Data 0.001 Err 0.7597 top1 23.438 top5 6.250 | Epoch: [30][380/553] Time 2.444 Data 0.001 Err 0.5497 top1 15.625 top5 2.344 | Epoch: [30][381/553] Time 2.489 Data 0.001 Err 0.7458 top1 17.969 top5 7.031 | Epoch: [30][382/553] Time 2.487 Data 0.001 Err 0.9182 top1 22.656 top5 8.594 | Epoch: [30][383/553] Time 2.448 Data 0.001 Err 0.7974 top1 21.094 top5 6.250 | Epoch: [30][384/553] Time 2.479 Data 0.001 Err 0.5836 top1 15.625 top5 4.688 | Epoch: [30][385/553] Time 2.488 Data 0.001 Err 0.8476 top1 21.094 top5 7.031 | Epoch: [30][386/553] Time 2.449 Data 0.001 Err 0.7203 top1 17.969 top5 5.469 | Epoch: [30][387/553] Time 2.448 Data 0.001 Err 0.7051 top1 19.531 top5 3.906 | Epoch: [30][388/553] Time 2.486 Data 0.001 Err 0.7643 top1 21.094 top5 5.469 | Epoch: [30][389/553] Time 2.483 Data 0.001 Err 0.6974 top1 17.969 top5 4.688 | Epoch: [30][390/553] Time 2.510 Data 0.001 Err 0.8147 top1 20.312 top5 7.812 | Epoch: [30][391/553] Time 2.466 Data 0.001 Err 0.6021 top1 15.625 top5 5.469 | Epoch: [30][392/553] Time 2.498 Data 0.001 Err 0.6960 top1 24.219 top5 4.688 | Epoch: [30][393/553] Time 2.471 Data 0.006 Err 0.9218 top1 25.781 top5 6.250 | Epoch: [30][394/553] Time 2.436 Data 0.001 Err 0.9696 top1 22.656 top5 8.594 | Epoch: [30][395/553] Time 2.439 Data 0.001 Err 0.6522 top1 15.625 top5 5.469 | Epoch: [30][396/553] Time 2.446 Data 0.001 Err 0.7146 top1 17.969 top5 4.688 | Epoch: [30][397/553] Time 2.483 Data 0.001 Err 0.3448 top1 10.156 top5 1.562 | Epoch: [30][398/553] Time 2.444 Data 0.001 Err 0.5467 top1 15.625 top5 3.906 | Epoch: [30][399/553] Time 2.444 Data 0.001 Err 0.8330 top1 21.875 top5 8.594 | Epoch: [30][400/553] Time 2.461 Data 0.001 Err 0.7851 top1 19.531 top5 8.594 | Epoch: [30][401/553] Time 2.480 Data 0.001 Err 0.8644 top1 24.219 top5 7.812 | Epoch: [30][402/553] Time 2.489 Data 0.001 Err 0.6655 top1 17.188 top5 5.469 | Epoch: [30][403/553] Time 2.462 Data 0.001 Err 0.6031 top1 19.531 top5 5.469 | Epoch: [30][404/553] Time 2.500 Data 0.001 Err 0.6248 top1 15.625 top5 4.688 | Epoch: [30][405/553] Time 2.464 Data 0.001 Err 0.9124 top1 22.656 top5 8.594 | Epoch: [30][406/553] Time 2.445 Data 0.001 Err 0.6195 top1 15.625 top5 3.125 | Epoch: [30][407/553] Time 2.512 Data 0.001 Err 0.7552 top1 21.094 top5 3.906 | Epoch: [30][408/553] Time 2.483 Data 0.001 Err 0.7249 top1 17.188 top5 6.250 | Epoch: [30][409/553] Time 2.515 Data 0.001 Err 0.7734 top1 22.656 top5 3.906 | Epoch: [30][410/553] Time 2.444 Data 0.001 Err 0.6912 top1 18.750 top5 3.906 | Epoch: [30][411/553] Time 2.508 Data 0.001 Err 0.5856 top1 15.625 top5 3.906 | Epoch: [30][412/553] Time 2.447 Data 0.005 Err 0.6476 top1 14.062 top5 7.812 | Epoch: [30][413/553] Time 2.438 Data 0.001 Err 0.6794 top1 17.188 top5 4.688 | Epoch: [30][414/553] Time 2.449 Data 0.001 Err 0.6631 top1 15.625 top5 5.469 | Epoch: [30][415/553] Time 2.444 Data 0.001 Err 0.5627 top1 17.188 top5 3.125 | Epoch: [30][416/553] Time 2.476 Data 0.001 Err 0.6180 top1 17.188 top5 3.125 | Epoch: [30][417/553] Time 2.481 Data 0.001 Err 0.7785 top1 21.094 top5 2.344 | Epoch: [30][418/553] Time 2.451 Data 0.001 Err 0.9550 top1 29.688 top5 8.594 | Epoch: [30][419/553] Time 2.485 Data 0.001 Err 0.9342 top1 19.531 top5 10.156 | Epoch: [30][420/553] Time 2.472 Data 0.001 Err 0.7156 top1 21.094 top5 6.250 | Epoch: [30][421/553] Time 2.447 Data 0.001 Err 0.5222 top1 12.500 top5 3.125 | Epoch: [30][422/553] Time 2.471 Data 0.001 Err 0.6995 top1 19.531 top5 7.031 | Epoch: [30][423/553] Time 2.479 Data 0.001 Err 0.5859 top1 16.406 top5 3.125 | Epoch: [30][424/553] Time 2.510 Data 0.001 Err 0.8213 top1 18.750 top5 6.250 | Epoch: [30][425/553] Time 2.493 Data 0.001 Err 0.6931 top1 17.969 top5 4.688 | Epoch: [30][426/553] Time 2.460 Data 0.001 Err 0.6090 top1 17.188 top5 3.906 | Epoch: [30][427/553] Time 2.495 Data 0.001 Err 0.9240 top1 25.000 top5 9.375 | Epoch: [30][428/553] Time 2.435 Data 0.001 Err 0.6482 top1 15.625 top5 4.688 | Epoch: [30][429/553] Time 2.443 Data 0.001 Err 0.8248 top1 20.312 top5 7.031 | Epoch: [30][430/553] Time 2.441 Data 0.001 Err 0.5377 top1 17.188 top5 3.125 | Epoch: [30][431/553] Time 2.442 Data 0.002 Err 0.7895 top1 17.969 top5 7.812 | Epoch: [30][432/553] Time 2.461 Data 0.001 Err 0.6740 top1 24.219 top5 3.125 | Epoch: [30][433/553] Time 2.483 Data 0.001 Err 0.7342 top1 22.656 top5 5.469 | Epoch: [30][434/553] Time 2.434 Data 0.001 Err 0.8263 top1 21.875 top5 7.031 | Epoch: [30][435/553] Time 2.449 Data 0.001 Err 0.6660 top1 19.531 top5 6.250 | Epoch: [30][436/553] Time 2.448 Data 0.001 Err 0.8355 top1 17.188 top5 8.594 | Epoch: [30][437/553] Time 2.462 Data 0.001 Err 0.7390 top1 18.750 top5 7.031 | Epoch: [30][438/553] Time 2.446 Data 0.001 Err 0.7695 top1 25.000 top5 6.250 | Epoch: [30][439/553] Time 2.468 Data 0.001 Err 0.6585 top1 19.531 top5 3.906 | Epoch: [30][440/553] Time 2.487 Data 0.001 Err 0.5419 top1 13.281 top5 3.906 | Epoch: [30][441/553] Time 2.464 Data 0.001 Err 0.5113 top1 14.062 top5 2.344 | Epoch: [30][442/553] Time 2.467 Data 0.001 Err 0.8444 top1 23.438 top5 6.250 | Epoch: [30][443/553] Time 2.437 Data 0.001 Err 0.5771 top1 15.625 top5 4.688 | Epoch: [30][444/553] Time 2.452 Data 0.001 Err 0.7112 top1 17.969 top5 4.688 | Epoch: [30][445/553] Time 2.463 Data 0.001 Err 0.5545 top1 18.750 top5 2.344 | Epoch: [30][446/553] Time 2.453 Data 0.001 Err 0.6900 top1 20.312 top5 5.469 | Epoch: [30][447/553] Time 2.457 Data 0.001 Err 0.7553 top1 22.656 top5 4.688 | Epoch: [30][448/553] Time 2.456 Data 0.001 Err 0.7189 top1 21.094 top5 6.250 | Epoch: [30][449/553] Time 2.478 Data 0.001 Err 0.4905 top1 13.281 top5 3.906 | Epoch: [30][450/553] Time 2.508 Data 0.002 Err 0.4895 top1 11.719 top5 5.469 | Epoch: [30][451/553] Time 2.451 Data 0.001 Err 0.6152 top1 15.625 top5 6.250 | Epoch: [30][452/553] Time 2.439 Data 0.001 Err 0.5725 top1 14.844 top5 4.688 | Epoch: [30][453/553] Time 2.453 Data 0.001 Err 0.7280 top1 23.438 top5 7.031 | Epoch: [30][454/553] Time 2.449 Data 0.001 Err 0.7524 top1 19.531 top5 7.812 | Epoch: [30][455/553] Time 2.476 Data 0.001 Err 0.5774 top1 16.406 top5 2.344 | Epoch: [30][456/553] Time 2.452 Data 0.001 Err 0.6851 top1 17.188 top5 6.250 | Epoch: [30][457/553] Time 2.451 Data 0.001 Err 0.6074 top1 13.281 top5 5.469 | Epoch: [30][458/553] Time 2.514 Data 0.001 Err 1.0013 top1 23.438 top5 8.594 | Epoch: [30][459/553] Time 2.474 Data 0.001 Err 0.8008 top1 21.875 top5 7.031 | Epoch: [30][460/553] Time 2.439 Data 0.001 Err 0.6540 top1 16.406 top5 4.688 | Epoch: [30][461/553] Time 2.478 Data 0.001 Err 0.5424 top1 15.625 top5 1.562 | Epoch: [30][462/553] Time 2.444 Data 0.000 Err 0.6225 top1 16.406 top5 1.562 | Epoch: [30][463/553] Time 2.445 Data 0.001 Err 0.9385 top1 25.000 top5 5.469 | Epoch: [30][464/553] Time 2.461 Data 0.001 Err 0.9292 top1 19.531 top5 8.594 | Epoch: [30][465/553] Time 2.490 Data 0.001 Err 0.8984 top1 19.531 top5 7.812 | Epoch: [30][466/553] Time 2.509 Data 0.001 Err 0.6996 top1 20.312 top5 4.688 | Epoch: [30][467/553] Time 2.450 Data 0.001 Err 0.7547 top1 23.438 top5 7.812 | Epoch: [30][468/553] Time 2.448 Data 0.001 Err 0.7450 top1 19.531 top5 7.812 | Epoch: [30][469/553] Time 2.480 Data 0.004 Err 0.7801 top1 18.750 top5 10.156 | Epoch: [30][470/553] Time 2.445 Data 0.001 Err 0.7479 top1 21.094 top5 7.812 | Epoch: [30][471/553] Time 2.442 Data 0.001 Err 0.7097 top1 18.750 top5 5.469 | Epoch: [30][472/553] Time 2.442 Data 0.001 Err 0.7342 top1 22.656 top5 4.688 | Epoch: [30][473/553] Time 2.470 Data 0.001 Err 0.5934 top1 14.062 top5 2.344 | Epoch: [30][474/553] Time 2.445 Data 0.001 Err 0.6767 top1 17.188 top5 6.250 | Epoch: [30][475/553] Time 2.438 Data 0.001 Err 0.8669 top1 25.000 top5 7.031 | Epoch: [30][476/553] Time 2.440 Data 0.001 Err 0.6598 top1 19.531 top5 5.469 | Epoch: [30][477/553] Time 2.451 Data 0.001 Err 0.6705 top1 16.406 top5 6.250 | Epoch: [30][478/553] Time 2.469 Data 0.001 Err 0.6166 top1 15.625 top5 5.469 | Epoch: [30][479/553] Time 2.456 Data 0.001 Err 0.6675 top1 19.531 top5 5.469 | Epoch: [30][480/553] Time 2.441 Data 0.001 Err 0.5861 top1 14.844 top5 5.469 | Epoch: [30][481/553] Time 2.494 Data 0.001 Err 0.7065 top1 19.531 top5 7.031 | Epoch: [30][482/553] Time 2.468 Data 0.001 Err 0.6624 top1 18.750 top5 6.250 | Epoch: [30][483/553] Time 2.452 Data 0.001 Err 0.6534 top1 14.844 top5 7.031 | Epoch: [30][484/553] Time 2.443 Data 0.001 Err 0.9117 top1 23.438 top5 9.375 | Epoch: [30][485/553] Time 2.465 Data 0.001 Err 0.7464 top1 21.875 top5 6.250 | Epoch: [30][486/553] Time 2.474 Data 0.001 Err 0.6786 top1 18.750 top5 4.688 | Epoch: [30][487/553] Time 2.446 Data 0.001 Err 0.5559 top1 14.844 top5 3.906 | Epoch: [30][488/553] Time 2.442 Data 0.001 Err 0.7761 top1 22.656 top5 7.031 | Epoch: [30][489/553] Time 2.506 Data 0.001 Err 0.6915 top1 21.094 top5 5.469 | Epoch: [30][490/553] Time 2.440 Data 0.001 Err 0.7264 top1 17.188 top5 4.688 | Epoch: [30][491/553] Time 2.470 Data 0.001 Err 0.6982 top1 18.750 top5 5.469 | Epoch: [30][492/553] Time 2.449 Data 0.001 Err 0.7166 top1 17.188 top5 3.906 | Epoch: [30][493/553] Time 2.474 Data 0.001 Err 0.6034 top1 17.969 top5 4.688 | Epoch: [30][494/553] Time 2.440 Data 0.001 Err 0.7403 top1 25.781 top5 1.562 | Epoch: [30][495/553] Time 2.476 Data 0.001 Err 0.6075 top1 13.281 top5 3.906 | Epoch: [30][496/553] Time 2.449 Data 0.001 Err 0.6720 top1 19.531 top5 4.688 | Epoch: [30][497/553] Time 2.462 Data 0.001 Err 0.6855 top1 17.969 top5 3.906 | Epoch: [30][498/553] Time 2.456 Data 0.001 Err 0.5597 top1 15.625 top5 1.562 | Epoch: [30][499/553] Time 2.505 Data 0.000 Err 0.6735 top1 18.750 top5 4.688 | Epoch: [30][500/553] Time 2.444 Data 0.001 Err 0.7107 top1 21.094 top5 4.688 | Epoch: [30][501/553] Time 2.435 Data 0.001 Err 0.7892 top1 23.438 top5 6.250 | Epoch: [30][502/553] Time 2.433 Data 0.001 Err 0.7584 top1 18.750 top5 6.250 | Epoch: [30][503/553] Time 2.480 Data 0.001 Err 0.6716 top1 16.406 top5 7.031 | Epoch: [30][504/553] Time 2.438 Data 0.001 Err 0.8865 top1 26.562 top5 6.250 | Epoch: [30][505/553] Time 2.462 Data 0.001 Err 0.6610 top1 16.406 top5 3.906 | Epoch: [30][506/553] Time 2.475 Data 0.001 Err 0.7728 top1 18.750 top5 6.250 | Epoch: [30][507/553] Time 2.471 Data 0.001 Err 0.9687 top1 24.219 top5 10.938 | Epoch: [30][508/553] Time 2.451 Data 0.001 Err 0.7058 top1 21.094 top5 6.250 | Epoch: [30][509/553] Time 2.428 Data 0.001 Err 0.8396 top1 19.531 top5 8.594 | Epoch: [30][510/553] Time 2.444 Data 0.001 Err 0.6481 top1 21.875 top5 3.906 | Epoch: [30][511/553] Time 2.461 Data 0.001 Err 0.6853 top1 19.531 top5 7.031 | Epoch: [30][512/553] Time 2.433 Data 0.001 Err 0.7567 top1 22.656 top5 7.031 | Epoch: [30][513/553] Time 2.443 Data 0.001 Err 0.8180 top1 20.312 top5 7.812 | Epoch: [30][514/553] Time 2.463 Data 0.001 Err 0.7360 top1 18.750 top5 7.812 | Epoch: [30][515/553] Time 2.512 Data 0.001 Err 0.6412 top1 17.188 top5 4.688 | Epoch: [30][516/553] Time 2.437 Data 0.001 Err 0.7414 top1 21.094 top5 7.031 | Epoch: [30][517/553] Time 2.479 Data 0.001 Err 0.6418 top1 16.406 top5 5.469 | Epoch: [30][518/553] Time 2.443 Data 0.000 Err 0.6422 top1 18.750 top5 3.906 | Epoch: [30][519/553] Time 2.465 Data 0.001 Err 0.7589 top1 17.969 top5 5.469 | Epoch: [30][520/553] Time 2.436 Data 0.001 Err 1.3155 top1 31.250 top5 14.844 | Epoch: [30][521/553] Time 2.452 Data 0.001 Err 0.7217 top1 21.094 top5 6.250 | Epoch: [30][522/553] Time 2.445 Data 0.001 Err 0.7543 top1 21.094 top5 8.594 | Epoch: [30][523/553] Time 2.475 Data 0.001 Err 0.6985 top1 21.875 top5 7.812 | Epoch: [30][524/553] Time 2.443 Data 0.001 Err 0.8103 top1 25.000 top5 6.250 | Epoch: [30][525/553] Time 2.463 Data 0.001 Err 0.9449 top1 22.656 top5 8.594 | Epoch: [30][526/553] Time 2.445 Data 0.001 Err 0.7368 top1 19.531 top5 7.031 | Epoch: [30][527/553] Time 2.508 Data 0.001 Err 0.8938 top1 25.000 top5 9.375 | Epoch: [30][528/553] Time 2.440 Data 0.001 Err 0.7814 top1 20.312 top5 6.250 | Epoch: [30][529/553] Time 2.441 Data 0.000 Err 0.6223 top1 17.188 top5 2.344 | Epoch: [30][530/553] Time 2.448 Data 0.001 Err 0.5769 top1 15.625 top5 3.125 | Epoch: [30][531/553] Time 2.505 Data 0.001 Err 0.6060 top1 15.625 top5 3.906 | Epoch: [30][532/553] Time 2.477 Data 0.001 Err 0.4995 top1 9.375 top5 6.250 | Epoch: [30][533/553] Time 2.434 Data 0.001 Err 1.0799 top1 29.688 top5 13.281 | Epoch: [30][534/553] Time 2.451 Data 0.001 Err 0.7814 top1 22.656 top5 7.812 | Epoch: [30][535/553] Time 2.431 Data 0.001 Err 0.7912 top1 25.000 top5 4.688 | Epoch: [30][536/553] Time 2.496 Data 0.001 Err 0.7463 top1 25.000 top5 5.469 | Epoch: [30][537/553] Time 2.495 Data 0.001 Err 0.6343 top1 16.406 top5 4.688 | Epoch: [30][538/553] Time 2.443 Data 0.001 Err 0.6261 top1 18.750 top5 4.688 | Epoch: [30][539/553] Time 2.442 Data 0.001 Err 0.5368 top1 17.188 top5 1.562 | Epoch: [30][540/553] Time 2.447 Data 0.001 Err 0.7019 top1 19.531 top5 3.906 | Epoch: [30][541/553] Time 2.437 Data 0.001 Err 0.6038 top1 17.969 top5 3.906 | Epoch: [30][542/553] Time 2.448 Data 0.001 Err 0.6433 top1 17.188 top5 3.125 | Epoch: [30][543/553] Time 2.467 Data 0.000 Err 0.8918 top1 22.656 top5 6.250 | Epoch: [30][544/553] Time 2.444 Data 0.000 Err 0.8788 top1 23.438 top5 8.594 | Epoch: [30][545/553] Time 2.485 Data 0.000 Err 0.6556 top1 17.969 top5 3.906 | Epoch: [30][546/553] Time 2.438 Data 0.000 Err 0.6742 top1 15.625 top5 6.250 | Epoch: [30][547/553] Time 2.433 Data 0.000 Err 0.7172 top1 21.094 top5 3.906 | Epoch: [30][548/553] Time 2.476 Data 0.000 Err 0.7371 top1 18.750 top5 4.688 | Epoch: [30][549/553] Time 2.434 Data 0.000 Err 0.6777 top1 14.844 top5 7.031 | Epoch: [30][550/553] Time 2.450 Data 0.000 Err 0.7944 top1 17.969 top5 7.812 | Epoch: [30][551/553] Time 2.490 Data 0.000 Err 0.9728 top1 25.000 top5 10.938 | Epoch: [30][552/553] Time 2.443 Data 0.000 Err 0.8287 top1 25.781 top5 4.688 | Epoch: [30][553/553] Time 1.029 Data 0.000 Err 0.8636 top1 25.000 top5 6.818 | Test: [30][1/198] Time 2.149 Data 1.429 top1 34.375 ( 34.375) top5 10.156 ( 10.156) | Test: [30][2/198] Time 0.722 Data 0.001 top1 21.094 ( 27.734) top5 3.906 ( 7.031) | Test: [30][3/198] Time 0.709 Data 0.000 top1 30.469 ( 28.646) top5 10.156 ( 8.073) | Test: [30][4/198] Time 0.718 Data 0.001 top1 34.375 ( 30.078) top5 7.812 ( 8.008) | Test: [30][5/198] Time 0.712 Data 0.001 top1 26.562 ( 29.375) top5 10.938 ( 8.594) | Test: [30][6/198] Time 0.721 Data 0.001 top1 36.719 ( 30.599) top5 12.500 ( 9.245) | Test: [30][7/198] Time 0.714 Data 0.001 top1 34.375 ( 31.138) top5 13.281 ( 9.821) | Test: [30][8/198] Time 0.713 Data 0.001 top1 29.688 ( 30.957) top5 11.719 ( 10.059) | Test: [30][9/198] Time 0.720 Data 0.001 top1 41.406 ( 32.118) top5 14.844 ( 10.590) | Test: [30][10/198] Time 0.712 Data 0.001 top1 25.781 ( 31.484) top5 6.250 ( 10.156) | Test: [30][11/198] Time 0.718 Data 0.003 top1 34.375 ( 31.747) top5 11.719 ( 10.298) | Test: [30][12/198] Time 0.713 Data 0.001 top1 26.562 ( 31.315) top5 8.594 ( 10.156) | Test: [30][13/198] Time 0.725 Data 0.001 top1 35.938 ( 31.671) top5 10.156 ( 10.156) | Test: [30][14/198] Time 0.716 Data 0.001 top1 34.375 ( 31.864) top5 14.062 ( 10.435) | Test: [30][15/198] Time 0.716 Data 0.001 top1 27.344 ( 31.562) top5 8.594 ( 10.312) | Test: [30][16/198] Time 0.719 Data 0.001 top1 33.594 ( 31.689) top5 12.500 ( 10.449) | Test: [30][17/198] Time 0.766 Data 0.001 top1 38.281 ( 32.077) top5 10.938 ( 10.478) | Test: [30][18/198] Time 0.725 Data 0.001 top1 39.062 ( 32.465) top5 13.281 ( 10.634) | Test: [30][19/198] Time 0.747 Data 0.001 top1 29.688 ( 32.319) top5 13.281 ( 10.773) | Test: [30][20/198] Time 0.720 Data 0.001 top1 35.938 ( 32.500) top5 12.500 ( 10.859) | Test: [30][21/198] Time 0.717 Data 0.001 top1 40.625 ( 32.887) top5 16.406 ( 11.124) | Test: [30][22/198] Time 0.723 Data 0.001 top1 37.500 ( 33.097) top5 10.156 ( 11.080) | Test: [30][23/198] Time 0.722 Data 0.001 top1 30.469 ( 32.982) top5 12.500 ( 11.141) | Test: [30][24/198] Time 0.720 Data 0.001 top1 26.562 ( 32.715) top5 11.719 ( 11.165) | Test: [30][25/198] Time 0.721 Data 0.001 top1 36.719 ( 32.875) top5 14.844 ( 11.312) | Test: [30][26/198] Time 0.721 Data 0.001 top1 33.594 ( 32.903) top5 10.156 ( 11.268) | Test: [30][27/198] Time 0.736 Data 0.001 top1 30.469 ( 32.812) top5 12.500 ( 11.314) | Test: [30][28/198] Time 0.732 Data 0.003 top1 41.406 ( 33.119) top5 15.625 ( 11.468) | Test: [30][29/198] Time 0.736 Data 0.001 top1 22.656 ( 32.759) top5 7.031 ( 11.315) | Test: [30][30/198] Time 0.719 Data 0.001 top1 30.469 ( 32.682) top5 10.156 ( 11.276) | Test: [30][31/198] Time 0.711 Data 0.001 top1 30.469 ( 32.611) top5 8.594 ( 11.190) | Test: [30][32/198] Time 0.723 Data 0.001 top1 25.000 ( 32.373) top5 10.156 ( 11.157) | Test: [30][33/198] Time 0.722 Data 0.001 top1 28.906 ( 32.268) top5 8.594 ( 11.080) | Test: [30][34/198] Time 0.758 Data 0.001 top1 41.406 ( 32.537) top5 14.844 ( 11.190) | Test: [30][35/198] Time 0.729 Data 0.001 top1 32.812 ( 32.545) top5 13.281 ( 11.250) | Test: [30][36/198] Time 0.717 Data 0.001 top1 25.781 ( 32.357) top5 10.938 ( 11.241) | Test: [30][37/198] Time 0.716 Data 0.001 top1 32.812 ( 32.369) top5 13.281 ( 11.296) | Test: [30][38/198] Time 0.719 Data 0.001 top1 38.281 ( 32.525) top5 14.844 ( 11.390) | Test: [30][39/198] Time 0.720 Data 0.001 top1 28.125 ( 32.412) top5 10.156 ( 11.358) | Test: [30][40/198] Time 0.716 Data 0.001 top1 37.500 ( 32.539) top5 7.812 ( 11.270) | Test: [30][41/198] Time 0.722 Data 0.001 top1 32.812 ( 32.546) top5 12.500 ( 11.300) | Test: [30][42/198] Time 0.741 Data 0.001 top1 30.469 ( 32.496) top5 10.938 ( 11.291) | Test: [30][43/198] Time 0.742 Data 0.007 top1 28.906 ( 32.413) top5 10.938 ( 11.283) | Test: [30][44/198] Time 0.724 Data 0.001 top1 27.344 ( 32.298) top5 11.719 ( 11.293) | Test: [30][45/198] Time 0.783 Data 0.002 top1 29.688 ( 32.240) top5 10.938 ( 11.285) | Test: [30][46/198] Time 0.810 Data 0.001 top1 35.938 ( 32.320) top5 11.719 ( 11.294) | Test: [30][47/198] Time 0.724 Data 0.001 top1 35.938 ( 32.397) top5 15.625 ( 11.386) | Test: [30][48/198] Time 0.762 Data 0.001 top1 30.469 ( 32.357) top5 11.719 ( 11.393) | Test: [30][49/198] Time 0.718 Data 0.001 top1 34.375 ( 32.398) top5 14.062 ( 11.448) | Test: [30][50/198] Time 0.729 Data 0.001 top1 36.719 ( 32.484) top5 12.500 ( 11.469) | Test: [30][51/198] Time 0.726 Data 0.001 top1 28.906 ( 32.414) top5 8.594 ( 11.412) | Test: [30][52/198] Time 0.724 Data 0.001 top1 40.625 ( 32.572) top5 12.500 ( 11.433) | Test: [30][53/198] Time 0.719 Data 0.001 top1 37.500 ( 32.665) top5 10.156 ( 11.409) | Test: [30][54/198] Time 0.726 Data 0.001 top1 26.562 ( 32.552) top5 10.156 ( 11.386) | Test: [30][55/198] Time 0.718 Data 0.001 top1 33.594 ( 32.571) top5 13.281 ( 11.420) | Test: [30][56/198] Time 0.740 Data 0.001 top1 30.469 ( 32.533) top5 11.719 ( 11.426) | Test: [30][57/198] Time 0.723 Data 0.001 top1 33.594 ( 32.552) top5 14.844 ( 11.486) | Test: [30][58/198] Time 0.716 Data 0.001 top1 30.469 ( 32.516) top5 12.500 ( 11.503) | Test: [30][59/198] Time 0.720 Data 0.001 top1 32.812 ( 32.521) top5 10.938 ( 11.494) | Test: [30][60/198] Time 0.717 Data 0.001 top1 35.156 ( 32.565) top5 14.844 ( 11.549) | Test: [30][61/198] Time 0.722 Data 0.001 top1 37.500 ( 32.646) top5 10.938 ( 11.539) | Test: [30][62/198] Time 0.723 Data 0.001 top1 37.500 ( 32.724) top5 7.812 ( 11.479) | Test: [30][63/198] Time 0.720 Data 0.001 top1 39.062 ( 32.825) top5 10.938 ( 11.471) | Test: [30][64/198] Time 0.716 Data 0.000 top1 28.906 ( 32.764) top5 10.938 ( 11.462) | Test: [30][65/198] Time 0.722 Data 0.001 top1 32.812 ( 32.764) top5 10.938 ( 11.454) | Test: [30][66/198] Time 0.729 Data 0.001 top1 28.125 ( 32.694) top5 9.375 ( 11.423) | Test: [30][67/198] Time 0.725 Data 0.001 top1 35.156 ( 32.731) top5 14.844 ( 11.474) | Test: [30][68/198] Time 0.724 Data 0.001 top1 32.812 ( 32.732) top5 8.594 ( 11.432) | Test: [30][69/198] Time 0.741 Data 0.001 top1 37.500 ( 32.801) top5 18.750 ( 11.538) | Test: [30][70/198] Time 0.715 Data 0.001 top1 30.469 ( 32.768) top5 14.844 ( 11.585) | Test: [30][71/198] Time 0.728 Data 0.001 top1 30.469 ( 32.735) top5 11.719 ( 11.587) | Test: [30][72/198] Time 0.789 Data 0.001 top1 35.938 ( 32.780) top5 12.500 ( 11.599) | Test: [30][73/198] Time 0.732 Data 0.001 top1 37.500 ( 32.845) top5 13.281 ( 11.622) | Test: [30][74/198] Time 0.725 Data 0.001 top1 31.250 ( 32.823) top5 10.938 ( 11.613) | Test: [30][75/198] Time 0.760 Data 0.001 top1 33.594 ( 32.833) top5 10.938 ( 11.604) | Test: [30][76/198] Time 0.802 Data 0.001 top1 30.469 ( 32.802) top5 11.719 ( 11.606) | Test: [30][77/198] Time 0.752 Data 0.001 top1 31.250 ( 32.782) top5 9.375 ( 11.577) | Test: [30][78/198] Time 0.720 Data 0.001 top1 40.625 ( 32.883) top5 13.281 ( 11.599) | Test: [30][79/198] Time 0.720 Data 0.001 top1 32.031 ( 32.872) top5 7.031 ( 11.541) | Test: [30][80/198] Time 0.720 Data 0.001 top1 31.250 ( 32.852) top5 10.156 ( 11.523) | Test: [30][81/198] Time 0.719 Data 0.001 top1 31.250 ( 32.832) top5 14.844 ( 11.564) | Test: [30][82/198] Time 0.713 Data 0.001 top1 33.594 ( 32.841) top5 10.938 ( 11.557) | Test: [30][83/198] Time 0.715 Data 0.001 top1 29.688 ( 32.803) top5 7.812 ( 11.512) | Test: [30][84/198] Time 0.722 Data 0.001 top1 40.625 ( 32.896) top5 10.938 ( 11.505) | Test: [30][85/198] Time 0.714 Data 0.001 top1 36.719 ( 32.941) top5 10.156 ( 11.489) | Test: [30][86/198] Time 0.722 Data 0.001 top1 31.250 ( 32.922) top5 5.469 ( 11.419) | Test: [30][87/198] Time 0.716 Data 0.001 top1 31.250 ( 32.902) top5 7.812 ( 11.378) | Test: [30][88/198] Time 0.716 Data 0.001 top1 39.844 ( 32.981) top5 18.750 ( 11.461) | Test: [30][89/198] Time 0.716 Data 0.001 top1 30.469 ( 32.953) top5 10.156 ( 11.447) | Test: [30][90/198] Time 0.717 Data 0.001 top1 37.500 ( 33.003) top5 11.719 ( 11.450) | Test: [30][91/198] Time 0.719 Data 0.001 top1 37.500 ( 33.053) top5 10.938 ( 11.444) | Test: [30][92/198] Time 0.726 Data 0.001 top1 31.250 ( 33.033) top5 11.719 ( 11.447) | Test: [30][93/198] Time 0.731 Data 0.000 top1 31.250 ( 33.014) top5 7.812 ( 11.408) | Test: [30][94/198] Time 0.740 Data 0.000 top1 32.812 ( 33.012) top5 10.156 ( 11.395) | Test: [30][95/198] Time 0.723 Data 0.001 top1 32.812 ( 33.010) top5 8.594 ( 11.365) | Test: [30][96/198] Time 0.728 Data 0.001 top1 28.906 ( 32.967) top5 10.156 ( 11.353) | Test: [30][97/198] Time 0.725 Data 0.001 top1 39.062 ( 33.030) top5 14.062 ( 11.380) | Test: [30][98/198] Time 0.740 Data 0.001 top1 30.469 ( 33.004) top5 10.156 ( 11.368) | Test: [30][99/198] Time 0.721 Data 0.001 top1 32.031 ( 32.994) top5 12.500 ( 11.379) | Test: [30][100/198] Time 0.718 Data 0.001 top1 28.906 ( 32.953) top5 12.500 ( 11.391) | Test: [30][101/198] Time 0.719 Data 0.001 top1 24.219 ( 32.867) top5 8.594 ( 11.363) | Test: [30][102/198] Time 0.711 Data 0.001 top1 29.688 ( 32.835) top5 16.406 ( 11.412) | Test: [30][103/198] Time 0.795 Data 0.001 top1 32.812 ( 32.835) top5 13.281 ( 11.431) | Test: [30][104/198] Time 0.720 Data 0.001 top1 33.594 ( 32.843) top5 11.719 ( 11.433) | Test: [30][105/198] Time 0.778 Data 0.001 top1 31.250 ( 32.827) top5 10.938 ( 11.429) | Test: [30][106/198] Time 0.744 Data 0.020 top1 35.156 ( 32.849) top5 13.281 ( 11.446) | Test: [30][107/198] Time 0.719 Data 0.001 top1 27.344 ( 32.798) top5 8.594 ( 11.419) | Test: [30][108/198] Time 0.714 Data 0.001 top1 32.031 ( 32.791) top5 11.719 ( 11.422) | Test: [30][109/198] Time 0.724 Data 0.001 top1 36.719 ( 32.827) top5 10.938 ( 11.418) | Test: [30][110/198] Time 0.713 Data 0.001 top1 29.688 ( 32.798) top5 8.594 ( 11.392) | Test: [30][111/198] Time 0.716 Data 0.001 top1 35.156 ( 32.820) top5 9.375 ( 11.374) | Test: [30][112/198] Time 0.717 Data 0.001 top1 40.625 ( 32.889) top5 11.719 ( 11.377) | Test: [30][113/198] Time 0.720 Data 0.001 top1 28.906 ( 32.854) top5 9.375 ( 11.359) | Test: [30][114/198] Time 0.718 Data 0.000 top1 36.719 ( 32.888) top5 12.500 ( 11.369) | Test: [30][115/198] Time 0.714 Data 0.001 top1 28.125 ( 32.846) top5 9.375 ( 11.352) | Test: [30][116/198] Time 0.726 Data 0.001 top1 32.031 ( 32.839) top5 10.938 ( 11.348) | Test: [30][117/198] Time 0.722 Data 0.001 top1 30.469 ( 32.819) top5 10.156 ( 11.338) | Test: [30][118/198] Time 0.721 Data 0.001 top1 25.781 ( 32.760) top5 10.156 ( 11.328) | Test: [30][119/198] Time 0.725 Data 0.001 top1 32.812 ( 32.760) top5 9.375 ( 11.312) | Test: [30][120/198] Time 0.714 Data 0.001 top1 28.125 ( 32.721) top5 11.719 ( 11.315) | Test: [30][121/198] Time 0.717 Data 0.001 top1 33.594 ( 32.729) top5 7.031 ( 11.280) | Test: [30][122/198] Time 0.724 Data 0.002 top1 29.688 ( 32.704) top5 14.062 ( 11.303) | Test: [30][123/198] Time 0.718 Data 0.001 top1 28.125 ( 32.666) top5 8.594 ( 11.280) | Test: [30][124/198] Time 0.724 Data 0.001 top1 24.219 ( 32.598) top5 6.250 ( 11.240) | Test: [30][125/198] Time 0.718 Data 0.001 top1 32.812 ( 32.600) top5 10.938 ( 11.238) | Test: [30][126/198] Time 0.743 Data 0.001 top1 36.719 ( 32.633) top5 14.062 ( 11.260) | Test: [30][127/198] Time 0.736 Data 0.001 top1 28.906 ( 32.603) top5 10.156 ( 11.251) | Test: [30][128/198] Time 0.727 Data 0.001 top1 35.156 ( 32.623) top5 10.156 ( 11.243) | Test: [30][129/198] Time 0.724 Data 0.001 top1 32.031 ( 32.619) top5 7.812 ( 11.216) | Test: [30][130/198] Time 0.717 Data 0.001 top1 32.031 ( 32.614) top5 11.719 ( 11.220) | Test: [30][131/198] Time 0.716 Data 0.001 top1 35.156 ( 32.634) top5 16.406 ( 11.260) | Test: [30][132/198] Time 0.720 Data 0.001 top1 35.938 ( 32.659) top5 10.938 ( 11.257) | Test: [30][133/198] Time 0.730 Data 0.001 top1 38.281 ( 32.701) top5 14.062 ( 11.278) | Test: [30][134/198] Time 0.721 Data 0.001 top1 32.031 ( 32.696) top5 8.594 ( 11.258) | Test: [30][135/198] Time 0.750 Data 0.001 top1 30.469 ( 32.679) top5 6.250 ( 11.221) | Test: [30][136/198] Time 0.726 Data 0.001 top1 33.594 ( 32.686) top5 7.031 ( 11.190) | Test: [30][137/198] Time 0.721 Data 0.001 top1 27.344 ( 32.647) top5 6.250 ( 11.154) | Test: [30][138/198] Time 0.725 Data 0.001 top1 39.844 ( 32.699) top5 14.844 ( 11.181) | Test: [30][139/198] Time 0.721 Data 0.001 top1 34.375 ( 32.711) top5 10.938 ( 11.179) | Test: [30][140/198] Time 0.718 Data 0.001 top1 31.250 ( 32.701) top5 10.156 ( 11.172) | Test: [30][141/198] Time 0.715 Data 0.001 top1 28.906 ( 32.674) top5 7.031 ( 11.143) | Test: [30][142/198] Time 0.712 Data 0.001 top1 34.375 ( 32.686) top5 10.938 ( 11.141) | Test: [30][143/198] Time 0.719 Data 0.001 top1 38.281 ( 32.725) top5 15.625 ( 11.172) | Test: [30][144/198] Time 0.710 Data 0.001 top1 35.938 ( 32.747) top5 14.844 ( 11.198) | Test: [30][145/198] Time 0.724 Data 0.001 top1 30.469 ( 32.732) top5 8.594 ( 11.180) | Test: [30][146/198] Time 0.723 Data 0.001 top1 30.469 ( 32.716) top5 14.062 ( 11.200) | Test: [30][147/198] Time 0.717 Data 0.001 top1 37.500 ( 32.749) top5 10.938 ( 11.198) | Test: [30][148/198] Time 0.724 Data 0.001 top1 33.594 ( 32.754) top5 12.500 ( 11.207) | Test: [30][149/198] Time 0.717 Data 0.001 top1 29.688 ( 32.734) top5 7.031 ( 11.179) | Test: [30][150/198] Time 0.717 Data 0.001 top1 35.156 ( 32.750) top5 14.062 ( 11.198) | Test: [30][151/198] Time 0.723 Data 0.001 top1 25.000 ( 32.699) top5 10.156 ( 11.191) | Test: [30][152/198] Time 0.729 Data 0.001 top1 31.250 ( 32.689) top5 10.938 ( 11.189) | Test: [30][153/198] Time 0.740 Data 0.001 top1 39.062 ( 32.731) top5 13.281 ( 11.203) | Test: [30][154/198] Time 0.735 Data 0.001 top1 28.125 ( 32.701) top5 11.719 ( 11.206) | Test: [30][155/198] Time 0.718 Data 0.001 top1 36.719 ( 32.727) top5 12.500 ( 11.215) | Test: [30][156/198] Time 0.724 Data 0.001 top1 27.344 ( 32.692) top5 8.594 ( 11.198) | Test: [30][157/198] Time 0.738 Data 0.001 top1 27.344 ( 32.658) top5 10.938 ( 11.196) | Test: [30][158/198] Time 0.729 Data 0.001 top1 28.906 ( 32.634) top5 14.062 ( 11.214) | Test: [30][159/198] Time 0.733 Data 0.001 top1 36.719 ( 32.660) top5 9.375 ( 11.203) | Test: [30][160/198] Time 0.729 Data 0.001 top1 35.156 ( 32.676) top5 13.281 ( 11.216) | Test: [30][161/198] Time 0.729 Data 0.001 top1 38.281 ( 32.711) top5 11.719 ( 11.219) | Test: [30][162/198] Time 0.739 Data 0.001 top1 40.625 ( 32.759) top5 12.500 ( 11.227) | Test: [30][163/198] Time 0.728 Data 0.001 top1 33.594 ( 32.765) top5 14.062 ( 11.244) | Test: [30][164/198] Time 0.737 Data 0.001 top1 33.594 ( 32.770) top5 7.812 ( 11.223) | Test: [30][165/198] Time 0.728 Data 0.001 top1 28.125 ( 32.741) top5 10.938 ( 11.222) | Test: [30][166/198] Time 0.723 Data 0.001 top1 33.594 ( 32.747) top5 8.594 ( 11.206) | Test: [30][167/198] Time 0.716 Data 0.001 top1 35.938 ( 32.766) top5 14.844 ( 11.228) | Test: [30][168/198] Time 0.717 Data 0.001 top1 31.250 ( 32.757) top5 11.719 ( 11.230) | Test: [30][169/198] Time 0.720 Data 0.001 top1 32.812 ( 32.757) top5 10.156 ( 11.224) | Test: [30][170/198] Time 0.721 Data 0.000 top1 35.938 ( 32.776) top5 11.719 ( 11.227) | Test: [30][171/198] Time 0.717 Data 0.001 top1 29.688 ( 32.758) top5 11.719 ( 11.230) | Test: [30][172/198] Time 0.718 Data 0.001 top1 26.562 ( 32.722) top5 7.812 ( 11.210) | Test: [30][173/198] Time 0.728 Data 0.001 top1 35.938 ( 32.740) top5 9.375 ( 11.199) | Test: [30][174/198] Time 0.716 Data 0.001 top1 32.031 ( 32.736) top5 10.156 ( 11.193) | Test: [30][175/198] Time 0.720 Data 0.001 top1 41.406 ( 32.786) top5 11.719 ( 11.196) | Test: [30][176/198] Time 0.728 Data 0.001 top1 42.969 ( 32.844) top5 9.375 ( 11.186) | Test: [30][177/198] Time 0.727 Data 0.001 top1 30.469 ( 32.830) top5 8.594 ( 11.171) | Test: [30][178/198] Time 0.722 Data 0.000 top1 32.031 ( 32.826) top5 14.062 ( 11.188) | Test: [30][179/198] Time 0.716 Data 0.001 top1 37.500 ( 32.852) top5 10.938 ( 11.186) | Test: [30][180/198] Time 0.726 Data 0.001 top1 35.156 ( 32.865) top5 4.688 ( 11.150) | Test: [30][181/198] Time 0.732 Data 0.001 top1 27.344 ( 32.834) top5 3.906 ( 11.110) | Test: [30][182/198] Time 0.762 Data 0.001 top1 35.938 ( 32.851) top5 5.469 ( 11.079) | Test: [30][183/198] Time 0.766 Data 0.001 top1 40.625 ( 32.894) top5 14.844 ( 11.100) | Test: [30][184/198] Time 0.786 Data 0.001 top1 35.156 ( 32.906) top5 9.375 ( 11.090) | Test: [30][185/198] Time 0.732 Data 0.004 top1 33.594 ( 32.910) top5 13.281 ( 11.102) | Test: [30][186/198] Time 0.726 Data 0.001 top1 32.812 ( 32.909) top5 8.594 ( 11.089) | Test: [30][187/198] Time 0.741 Data 0.001 top1 37.500 ( 32.934) top5 10.938 ( 11.088) | Test: [30][188/198] Time 0.718 Data 0.000 top1 30.469 ( 32.921) top5 12.500 ( 11.095) | Test: [30][189/198] Time 0.727 Data 0.000 top1 30.469 ( 32.908) top5 10.938 ( 11.095) | Test: [30][190/198] Time 0.720 Data 0.000 top1 33.594 ( 32.911) top5 9.375 ( 11.086) | Test: [30][191/198] Time 0.780 Data 0.004 top1 23.438 ( 32.862) top5 11.719 ( 11.089) | Test: [30][192/198] Time 0.721 Data 0.000 top1 31.250 ( 32.853) top5 10.156 ( 11.084) | Test: [30][193/198] Time 0.731 Data 0.004 top1 28.906 ( 32.833) top5 7.031 ( 11.063) | Test: [30][194/198] Time 0.716 Data 0.000 top1 33.594 ( 32.837) top5 9.375 ( 11.054) | Test: [30][195/198] Time 0.714 Data 0.000 top1 32.031 ( 32.833) top5 7.812 ( 11.038) | Test: [30][196/198] Time 0.717 Data 0.000 top1 32.812 ( 32.832) top5 17.188 ( 11.069) | Test: [30][197/198] Time 0.254 Data 0.000 top1 44.118 ( 32.890) top5 17.647 ( 11.102) | Test: [30][198/198] Time 0.711 Data 0.000 top1 30.469 ( 32.877) top5 11.719 ( 11.106) * Finished epoch # 30 top1: 32.877 top5: 11.106 Epoch 31 => Training epoch # 31 | Epoch: [31][1/553] Time 4.891 Data 2.404 Err 0.8902 top1 23.438 top5 8.594 | Epoch: [31][2/553] Time 2.448 Data 0.001 Err 0.6275 top1 15.625 top5 5.469 | Epoch: [31][3/553] Time 2.470 Data 0.001 Err 0.5784 top1 17.969 top5 2.344 | Epoch: [31][4/553] Time 2.436 Data 0.001 Err 0.5694 top1 14.844 top5 3.125 | Epoch: [31][5/553] Time 2.442 Data 0.001 Err 0.5416 top1 14.844 top5 3.125 | Epoch: [31][6/553] Time 2.440 Data 0.001 Err 0.5484 top1 16.406 top5 1.562 | Epoch: [31][7/553] Time 2.475 Data 0.001 Err 0.8486 top1 23.438 top5 6.250 | Epoch: [31][8/553] Time 2.463 Data 0.001 Err 0.6951 top1 16.406 top5 8.594 | Epoch: [31][9/553] Time 2.443 Data 0.001 Err 0.6344 top1 18.750 top5 5.469 | Epoch: [31][10/553] Time 2.453 Data 0.001 Err 0.5957 top1 14.062 top5 4.688 | Epoch: [31][11/553] Time 2.470 Data 0.001 Err 0.8305 top1 22.656 top5 6.250 | Epoch: [31][12/553] Time 2.438 Data 0.001 Err 0.6150 top1 17.188 top5 5.469 | Epoch: [31][13/553] Time 2.440 Data 0.001 Err 0.6467 top1 17.188 top5 7.031 | Epoch: [31][14/553] Time 2.478 Data 0.001 Err 0.8161 top1 19.531 top5 7.812 | Epoch: [31][15/553] Time 2.505 Data 0.001 Err 0.6519 top1 17.969 top5 4.688 | Epoch: [31][16/553] Time 2.496 Data 0.001 Err 0.5627 top1 17.188 top5 3.125 | Epoch: [31][17/553] Time 2.432 Data 0.001 Err 0.8205 top1 21.875 top5 6.250 | Epoch: [31][18/553] Time 2.449 Data 0.001 Err 0.6464 top1 15.625 top5 4.688 | Epoch: [31][19/553] Time 2.436 Data 0.001 Err 0.6460 top1 16.406 top5 7.031 | Epoch: [31][20/553] Time 2.437 Data 0.001 Err 0.6721 top1 18.750 top5 5.469 | Epoch: [31][21/553] Time 2.437 Data 0.001 Err 0.6446 top1 17.188 top5 4.688 | Epoch: [31][22/553] Time 2.443 Data 0.001 Err 0.7333 top1 20.312 top5 3.906 | Epoch: [31][23/553] Time 2.448 Data 0.001 Err 0.5278 top1 13.281 top5 3.906 | Epoch: [31][24/553] Time 2.474 Data 0.001 Err 0.4982 top1 12.500 top5 4.688 | Epoch: [31][25/553] Time 2.477 Data 0.001 Err 0.7734 top1 19.531 top5 4.688 | Epoch: [31][26/553] Time 2.442 Data 0.001 Err 0.5953 top1 17.188 top5 4.688 | Epoch: [31][27/553] Time 2.446 Data 0.001 Err 0.6640 top1 15.625 top5 5.469 | Epoch: [31][28/553] Time 2.474 Data 0.001 Err 0.5629 top1 12.500 top5 3.906 | Epoch: [31][29/553] Time 2.447 Data 0.001 Err 0.7060 top1 20.312 top5 7.031 | Epoch: [31][30/553] Time 2.483 Data 0.001 Err 0.6460 top1 13.281 top5 6.250 | Epoch: [31][31/553] Time 2.482 Data 0.001 Err 0.6387 top1 15.625 top5 7.031 | Epoch: [31][32/553] Time 2.468 Data 0.001 Err 0.4950 top1 14.844 top5 3.125 | Epoch: [31][33/553] Time 2.441 Data 0.001 Err 0.6711 top1 20.312 top5 6.250 | Epoch: [31][34/553] Time 2.474 Data 0.001 Err 0.5845 top1 17.188 top5 6.250 | Epoch: [31][35/553] Time 2.491 Data 0.001 Err 0.7635 top1 21.094 top5 3.125 | Epoch: [31][36/553] Time 2.432 Data 0.001 Err 0.6979 top1 17.969 top5 7.031 | Epoch: [31][37/553] Time 2.454 Data 0.001 Err 0.4315 top1 12.500 top5 3.906 | Epoch: [31][38/553] Time 2.469 Data 0.001 Err 0.7821 top1 17.969 top5 7.031 | Epoch: [31][39/553] Time 2.464 Data 0.001 Err 0.5176 top1 14.062 top5 3.906 | Epoch: [31][40/553] Time 2.463 Data 0.001 Err 0.7335 top1 22.656 top5 6.250 | Epoch: [31][41/553] Time 2.480 Data 0.001 Err 0.5725 top1 17.188 top5 3.125 | Epoch: [31][42/553] Time 2.445 Data 0.001 Err 0.7309 top1 17.188 top5 7.031 | Epoch: [31][43/553] Time 2.453 Data 0.001 Err 0.4643 top1 9.375 top5 0.781 | Epoch: [31][44/553] Time 2.439 Data 0.001 Err 0.5036 top1 13.281 top5 2.344 | Epoch: [31][45/553] Time 2.449 Data 0.001 Err 0.4650 top1 14.844 top5 2.344 | Epoch: [31][46/553] Time 2.481 Data 0.001 Err 0.6297 top1 17.188 top5 3.906 | Epoch: [31][47/553] Time 2.434 Data 0.001 Err 0.7794 top1 21.094 top5 9.375 | Epoch: [31][48/553] Time 2.475 Data 0.001 Err 0.5654 top1 14.844 top5 4.688 | Epoch: [31][49/553] Time 2.437 Data 0.001 Err 0.5516 top1 14.844 top5 3.125 | Epoch: [31][50/553] Time 2.466 Data 0.001 Err 0.4370 top1 10.938 top5 2.344 | Epoch: [31][51/553] Time 2.443 Data 0.001 Err 0.6636 top1 21.094 top5 4.688 | Epoch: [31][52/553] Time 2.438 Data 0.001 Err 0.7428 top1 17.188 top5 8.594 | Epoch: [31][53/553] Time 2.438 Data 0.001 Err 0.4905 top1 10.938 top5 3.906 | Epoch: [31][54/553] Time 2.442 Data 0.004 Err 0.5238 top1 14.844 top5 3.906 | Epoch: [31][55/553] Time 2.467 Data 0.001 Err 0.5090 top1 11.719 top5 3.906 | Epoch: [31][56/553] Time 2.448 Data 0.001 Err 0.4654 top1 16.406 top5 1.562 | Epoch: [31][57/553] Time 2.448 Data 0.001 Err 0.6647 top1 17.969 top5 7.031 | Epoch: [31][58/553] Time 2.462 Data 0.001 Err 0.4991 top1 13.281 top5 2.344 | Epoch: [31][59/553] Time 2.448 Data 0.001 Err 0.5941 top1 14.062 top5 4.688 | Epoch: [31][60/553] Time 2.474 Data 0.001 Err 0.6921 top1 20.312 top5 5.469 | Epoch: [31][61/553] Time 2.439 Data 0.001 Err 0.5984 top1 16.406 top5 3.906 | Epoch: [31][62/553] Time 2.449 Data 0.001 Err 0.6719 top1 17.969 top5 6.250 | Epoch: [31][63/553] Time 2.439 Data 0.001 Err 0.3932 top1 10.938 top5 3.906 | Epoch: [31][64/553] Time 2.527 Data 0.001 Err 0.7010 top1 17.188 top5 6.250 | Epoch: [31][65/553] Time 2.452 Data 0.001 Err 0.6030 top1 17.188 top5 5.469 | Epoch: [31][66/553] Time 2.447 Data 0.001 Err 0.5979 top1 14.062 top5 7.031 | Epoch: [31][67/553] Time 2.449 Data 0.001 Err 0.5352 top1 14.844 top5 4.688 | Epoch: [31][68/553] Time 2.479 Data 0.001 Err 0.5543 top1 14.844 top5 4.688 | Epoch: [31][69/553] Time 2.456 Data 0.001 Err 0.6847 top1 21.094 top5 7.812 | Epoch: [31][70/553] Time 2.453 Data 0.001 Err 0.6373 top1 16.406 top5 5.469 | Epoch: [31][71/553] Time 2.450 Data 0.001 Err 0.5589 top1 13.281 top5 6.250 | Epoch: [31][72/553] Time 2.436 Data 0.001 Err 0.4130 top1 10.938 top5 1.562 | Epoch: [31][73/553] Time 2.450 Data 0.001 Err 0.8942 top1 23.438 top5 9.375 | Epoch: [31][74/553] Time 2.449 Data 0.001 Err 0.4294 top1 13.281 top5 1.562 | Epoch: [31][75/553] Time 2.441 Data 0.001 Err 0.6166 top1 17.188 top5 5.469 | Epoch: [31][76/553] Time 2.456 Data 0.001 Err 0.3918 top1 12.500 top5 1.562 | Epoch: [31][77/553] Time 2.445 Data 0.000 Err 0.6068 top1 17.969 top5 4.688 | Epoch: [31][78/553] Time 2.447 Data 0.001 Err 0.5710 top1 12.500 top5 6.250 | Epoch: [31][79/553] Time 2.449 Data 0.001 Err 0.4698 top1 14.062 top5 2.344 | Epoch: [31][80/553] Time 2.437 Data 0.001 Err 0.6915 top1 17.969 top5 4.688 | Epoch: [31][81/553] Time 2.447 Data 0.001 Err 0.4786 top1 10.156 top5 3.906 | Epoch: [31][82/553] Time 2.438 Data 0.001 Err 0.5850 top1 14.844 top5 5.469 | Epoch: [31][83/553] Time 2.445 Data 0.001 Err 0.4833 top1 15.625 top5 2.344 | Epoch: [31][84/553] Time 2.449 Data 0.001 Err 0.4244 top1 12.500 top5 2.344 | Epoch: [31][85/553] Time 2.442 Data 0.001 Err 0.4772 top1 13.281 top5 3.125 | Epoch: [31][86/553] Time 2.476 Data 0.001 Err 0.6795 top1 19.531 top5 4.688 | Epoch: [31][87/553] Time 2.446 Data 0.001 Err 0.5267 top1 13.281 top5 4.688 | Epoch: [31][88/553] Time 2.440 Data 0.001 Err 0.5489 top1 11.719 top5 3.906 | Epoch: [31][89/553] Time 2.473 Data 0.001 Err 0.4905 top1 12.500 top5 4.688 | Epoch: [31][90/553] Time 2.448 Data 0.001 Err 0.4805 top1 13.281 top5 2.344 | Epoch: [31][91/553] Time 2.433 Data 0.001 Err 0.4006 top1 10.156 top5 0.781 | Epoch: [31][92/553] Time 2.513 Data 0.001 Err 0.6770 top1 21.094 top5 3.906 | Epoch: [31][93/553] Time 2.489 Data 0.001 Err 0.6932 top1 19.531 top5 7.812 | Epoch: [31][94/553] Time 2.449 Data 0.001 Err 0.5480 top1 16.406 top5 3.125 | Epoch: [31][95/553] Time 2.445 Data 0.001 Err 0.4515 top1 13.281 top5 4.688 | Epoch: [31][96/553] Time 2.451 Data 0.001 Err 0.4777 top1 11.719 top5 2.344 | Epoch: [31][97/553] Time 2.450 Data 0.001 Err 0.4882 top1 15.625 top5 1.562 | Epoch: [31][98/553] Time 2.447 Data 0.001 Err 0.5557 top1 16.406 top5 3.125 | Epoch: [31][99/553] Time 2.440 Data 0.001 Err 0.5738 top1 14.062 top5 4.688 | Epoch: [31][100/553] Time 2.444 Data 0.001 Err 0.5053 top1 14.844 top5 2.344 | Epoch: [31][101/553] Time 2.439 Data 0.001 Err 0.5915 top1 16.406 top5 5.469 | Epoch: [31][102/553] Time 2.491 Data 0.001 Err 0.5440 top1 12.500 top5 2.344 | Epoch: [31][103/553] Time 2.484 Data 0.001 Err 0.6602 top1 17.969 top5 9.375 | Epoch: [31][104/553] Time 2.444 Data 0.001 Err 0.6209 top1 18.750 top5 3.906 | Epoch: [31][105/553] Time 2.481 Data 0.001 Err 0.7087 top1 17.188 top5 5.469 | Epoch: [31][106/553] Time 2.455 Data 0.001 Err 0.5534 top1 14.844 top5 4.688 | Epoch: [31][107/553] Time 2.448 Data 0.001 Err 0.4497 top1 11.719 top5 1.562 | Epoch: [31][108/553] Time 2.444 Data 0.000 Err 0.6330 top1 19.531 top5 4.688 | Epoch: [31][109/553] Time 2.445 Data 0.001 Err 0.7007 top1 21.875 top5 7.812 | Epoch: [31][110/553] Time 2.432 Data 0.001 Err 0.7213 top1 15.625 top5 7.031 | Epoch: [31][111/553] Time 2.491 Data 0.004 Err 0.4693 top1 11.719 top5 4.688 | Epoch: [31][112/553] Time 2.453 Data 0.001 Err 0.7442 top1 21.094 top5 7.031 | Epoch: [31][113/553] Time 2.449 Data 0.001 Err 0.5086 top1 13.281 top5 2.344 | Epoch: [31][114/553] Time 2.490 Data 0.001 Err 0.5208 top1 10.938 top5 6.250 | Epoch: [31][115/553] Time 2.448 Data 0.001 Err 0.5869 top1 12.500 top5 6.250 | Epoch: [31][116/553] Time 2.447 Data 0.001 Err 0.5558 top1 16.406 top5 3.906 | Epoch: [31][117/553] Time 2.447 Data 0.001 Err 0.4832 top1 12.500 top5 3.125 | Epoch: [31][118/553] Time 2.446 Data 0.001 Err 0.4154 top1 11.719 top5 1.562 | Epoch: [31][119/553] Time 2.449 Data 0.001 Err 0.5471 top1 14.062 top5 4.688 | Epoch: [31][120/553] Time 2.436 Data 0.001 Err 0.6681 top1 16.406 top5 3.906 | Epoch: [31][121/553] Time 2.460 Data 0.001 Err 0.5200 top1 15.625 top5 2.344 | Epoch: [31][122/553] Time 2.461 Data 0.001 Err 0.5658 top1 14.844 top5 3.906 | Epoch: [31][123/553] Time 2.476 Data 0.000 Err 0.5220 top1 12.500 top5 1.562 | Epoch: [31][124/553] Time 2.496 Data 0.001 Err 0.5081 top1 16.406 top5 2.344 | Epoch: [31][125/553] Time 2.451 Data 0.001 Err 0.6983 top1 17.969 top5 7.812 | Epoch: [31][126/553] Time 2.474 Data 0.001 Err 0.4576 top1 10.156 top5 3.125 | Epoch: [31][127/553] Time 2.443 Data 0.001 Err 0.3657 top1 10.938 top5 2.344 | Epoch: [31][128/553] Time 2.497 Data 0.001 Err 0.5961 top1 15.625 top5 4.688 | Epoch: [31][129/553] Time 2.442 Data 0.001 Err 0.5643 top1 14.844 top5 5.469 | Epoch: [31][130/553] Time 2.439 Data 0.004 Err 0.4909 top1 12.500 top5 2.344 | Epoch: [31][131/553] Time 2.444 Data 0.001 Err 0.6177 top1 15.625 top5 4.688 | Epoch: [31][132/553] Time 2.449 Data 0.001 Err 0.6607 top1 19.531 top5 7.031 | Epoch: [31][133/553] Time 2.446 Data 0.001 Err 0.6281 top1 15.625 top5 3.906 | Epoch: [31][134/553] Time 2.464 Data 0.001 Err 0.5133 top1 16.406 top5 3.906 | Epoch: [31][135/553] Time 2.439 Data 0.001 Err 0.7178 top1 18.750 top5 7.031 | Epoch: [31][136/553] Time 2.450 Data 0.001 Err 0.6801 top1 17.188 top5 7.812 | Epoch: [31][137/553] Time 2.437 Data 0.001 Err 0.4271 top1 10.938 top5 3.125 | Epoch: [31][138/553] Time 2.450 Data 0.001 Err 0.5262 top1 14.844 top5 3.125 | Epoch: [31][139/553] Time 2.453 Data 0.001 Err 0.3977 top1 7.812 top5 3.125 | Epoch: [31][140/553] Time 2.464 Data 0.001 Err 0.5358 top1 15.625 top5 3.125 | Epoch: [31][141/553] Time 2.449 Data 0.001 Err 0.4083 top1 11.719 top5 0.781 | Epoch: [31][142/553] Time 2.499 Data 0.001 Err 0.5850 top1 17.188 top5 5.469 | Epoch: [31][143/553] Time 2.487 Data 0.001 Err 0.4086 top1 10.156 top5 4.688 | Epoch: [31][144/553] Time 2.438 Data 0.001 Err 0.3829 top1 8.594 top5 3.125 | Epoch: [31][145/553] Time 2.445 Data 0.001 Err 0.3626 top1 10.938 top5 3.125 | Epoch: [31][146/553] Time 2.480 Data 0.001 Err 0.6832 top1 17.188 top5 6.250 | Epoch: [31][147/553] Time 2.438 Data 0.001 Err 0.5952 top1 21.875 top5 5.469 | Epoch: [31][148/553] Time 2.448 Data 0.001 Err 0.4162 top1 9.375 top5 3.125 | Epoch: [31][149/553] Time 2.451 Data 0.001 Err 0.3411 top1 9.375 top5 2.344 | Epoch: [31][150/553] Time 2.481 Data 0.001 Err 0.4693 top1 14.062 top5 2.344 | Epoch: [31][151/553] Time 2.443 Data 0.001 Err 0.5392 top1 13.281 top5 5.469 | Epoch: [31][152/553] Time 2.496 Data 0.001 Err 0.6236 top1 14.062 top5 7.031 | Epoch: [31][153/553] Time 2.448 Data 0.001 Err 0.5835 top1 17.188 top5 4.688 | Epoch: [31][154/553] Time 2.470 Data 0.001 Err 0.5590 top1 16.406 top5 5.469 | Epoch: [31][155/553] Time 2.451 Data 0.001 Err 0.5353 top1 12.500 top5 3.125 | Epoch: [31][156/553] Time 2.441 Data 0.001 Err 0.5242 top1 14.062 top5 3.906 | Epoch: [31][157/553] Time 2.450 Data 0.001 Err 0.4639 top1 16.406 top5 3.906 | Epoch: [31][158/553] Time 2.446 Data 0.001 Err 0.5994 top1 15.625 top5 3.125 | Epoch: [31][159/553] Time 2.490 Data 0.001 Err 0.4761 top1 14.062 top5 2.344 | Epoch: [31][160/553] Time 2.471 Data 0.001 Err 0.5354 top1 13.281 top5 3.906 | Epoch: [31][161/553] Time 2.453 Data 0.001 Err 0.3868 top1 10.156 top5 1.562 | Epoch: [31][162/553] Time 2.448 Data 0.001 Err 0.3858 top1 8.594 top5 3.906 | Epoch: [31][163/553] Time 2.488 Data 0.001 Err 0.6750 top1 19.531 top5 4.688 | Epoch: [31][164/553] Time 2.451 Data 0.001 Err 0.5540 top1 17.188 top5 3.125 | Epoch: [31][165/553] Time 2.445 Data 0.001 Err 0.5498 top1 13.281 top5 4.688 | Epoch: [31][166/553] Time 2.453 Data 0.001 Err 0.6149 top1 17.188 top5 6.250 | Epoch: [31][167/553] Time 2.433 Data 0.001 Err 0.6053 top1 15.625 top5 6.250 | Epoch: [31][168/553] Time 2.445 Data 0.003 Err 0.5395 top1 15.625 top5 5.469 | Epoch: [31][169/553] Time 2.444 Data 0.000 Err 0.5997 top1 18.750 top5 3.906 | Epoch: [31][170/553] Time 2.450 Data 0.001 Err 0.5117 top1 9.375 top5 4.688 | Epoch: [31][171/553] Time 2.444 Data 0.001 Err 0.4845 top1 14.062 top5 4.688 | Epoch: [31][172/553] Time 2.442 Data 0.001 Err 0.5931 top1 16.406 top5 5.469 | Epoch: [31][173/553] Time 2.448 Data 0.000 Err 0.3730 top1 14.062 top5 0.781 | Epoch: [31][174/553] Time 2.469 Data 0.001 Err 0.6090 top1 15.625 top5 7.031 | Epoch: [31][175/553] Time 2.429 Data 0.001 Err 0.3858 top1 12.500 top5 1.562 | Epoch: [31][176/553] Time 2.478 Data 0.001 Err 0.6929 top1 16.406 top5 6.250 | Epoch: [31][177/553] Time 2.446 Data 0.001 Err 0.3635 top1 13.281 top5 1.562 | Epoch: [31][178/553] Time 2.482 Data 0.001 Err 0.4980 top1 14.844 top5 3.906 | Epoch: [31][179/553] Time 2.448 Data 0.001 Err 0.5276 top1 14.062 top5 3.125 | Epoch: [31][180/553] Time 2.458 Data 0.001 Err 0.5556 top1 18.750 top5 3.906 | Epoch: [31][181/553] Time 2.445 Data 0.000 Err 0.3901 top1 10.938 top5 2.344 | Epoch: [31][182/553] Time 2.476 Data 0.001 Err 0.5786 top1 14.844 top5 5.469 | Epoch: [31][183/553] Time 2.491 Data 0.001 Err 0.4911 top1 10.938 top5 3.906 | Epoch: [31][184/553] Time 2.443 Data 0.001 Err 0.5725 top1 12.500 top5 4.688 | Epoch: [31][185/553] Time 2.444 Data 0.001 Err 0.4938 top1 14.844 top5 4.688 | Epoch: [31][186/553] Time 2.464 Data 0.001 Err 0.5463 top1 11.719 top5 3.125 | Epoch: [31][187/553] Time 2.451 Data 0.001 Err 0.6570 top1 17.969 top5 7.031 | Epoch: [31][188/553] Time 2.436 Data 0.001 Err 0.5937 top1 16.406 top5 7.031 | Epoch: [31][189/553] Time 2.466 Data 0.001 Err 0.5252 top1 12.500 top5 3.906 | Epoch: [31][190/553] Time 2.475 Data 0.000 Err 0.5307 top1 11.719 top5 4.688 | Epoch: [31][191/553] Time 2.483 Data 0.001 Err 0.5149 top1 14.844 top5 3.125 | Epoch: [31][192/553] Time 2.494 Data 0.001 Err 0.4355 top1 10.938 top5 3.906 | Epoch: [31][193/553] Time 2.453 Data 0.001 Err 0.6262 top1 15.625 top5 7.031 | Epoch: [31][194/553] Time 2.516 Data 0.001 Err 0.3842 top1 10.938 top5 3.125 | Epoch: [31][195/553] Time 2.435 Data 0.001 Err 0.6658 top1 18.750 top5 4.688 | Epoch: [31][196/553] Time 2.458 Data 0.001 Err 0.5173 top1 13.281 top5 2.344 | Epoch: [31][197/553] Time 2.471 Data 0.001 Err 0.5439 top1 14.844 top5 4.688 | Epoch: [31][198/553] Time 2.509 Data 0.001 Err 0.4459 top1 12.500 top5 3.125 | Epoch: [31][199/553] Time 2.454 Data 0.001 Err 0.4490 top1 10.938 top5 3.125 | Epoch: [31][200/553] Time 2.445 Data 0.001 Err 0.5789 top1 14.844 top5 4.688 | Epoch: [31][201/553] Time 2.490 Data 0.001 Err 0.6071 top1 13.281 top5 5.469 | Epoch: [31][202/553] Time 2.450 Data 0.001 Err 0.4848 top1 10.938 top5 3.906 | Epoch: [31][203/553] Time 2.465 Data 0.001 Err 0.5242 top1 14.062 top5 3.125 | Epoch: [31][204/553] Time 2.476 Data 0.000 Err 0.5299 top1 15.625 top5 3.906 | Epoch: [31][205/553] Time 2.480 Data 0.001 Err 0.6008 top1 15.625 top5 5.469 | Epoch: [31][206/553] Time 2.456 Data 0.005 Err 0.4349 top1 10.156 top5 3.125 | Epoch: [31][207/553] Time 2.471 Data 0.001 Err 0.4983 top1 14.062 top5 3.906 | Epoch: [31][208/553] Time 2.444 Data 0.001 Err 0.5450 top1 15.625 top5 4.688 | Epoch: [31][209/553] Time 2.454 Data 0.001 Err 0.5026 top1 17.188 top5 3.125 | Epoch: [31][210/553] Time 2.453 Data 0.001 Err 0.4822 top1 14.844 top5 3.125 | Epoch: [31][211/553] Time 2.452 Data 0.001 Err 0.4468 top1 10.156 top5 3.125 | Epoch: [31][212/553] Time 2.448 Data 0.001 Err 0.5340 top1 17.188 top5 2.344 | Epoch: [31][213/553] Time 2.431 Data 0.001 Err 0.6436 top1 17.969 top5 7.812 | Epoch: [31][214/553] Time 2.443 Data 0.001 Err 0.5877 top1 15.625 top5 7.812 | Epoch: [31][215/553] Time 2.476 Data 0.001 Err 0.4826 top1 7.812 top5 3.906 | Epoch: [31][216/553] Time 2.488 Data 0.001 Err 0.5581 top1 14.844 top5 3.906 | Epoch: [31][217/553] Time 2.436 Data 0.001 Err 0.3678 top1 8.594 top5 3.125 | Epoch: [31][218/553] Time 2.465 Data 0.001 Err 0.6991 top1 21.875 top5 3.906 | Epoch: [31][219/553] Time 2.448 Data 0.001 Err 0.5528 top1 14.062 top5 6.250 | Epoch: [31][220/553] Time 2.446 Data 0.001 Err 0.5727 top1 15.625 top5 5.469 | Epoch: [31][221/553] Time 2.437 Data 0.001 Err 0.7451 top1 17.188 top5 7.812 | Epoch: [31][222/553] Time 2.448 Data 0.001 Err 0.4812 top1 14.844 top5 4.688 | Epoch: [31][223/553] Time 2.449 Data 0.001 Err 0.5628 top1 17.188 top5 3.906 | Epoch: [31][224/553] Time 2.450 Data 0.001 Err 0.4687 top1 12.500 top5 3.125 | Epoch: [31][225/553] Time 2.448 Data 0.001 Err 0.5390 top1 13.281 top5 3.906 | Epoch: [31][226/553] Time 2.481 Data 0.001 Err 0.4747 top1 13.281 top5 3.125 | Epoch: [31][227/553] Time 2.461 Data 0.001 Err 0.5564 top1 14.844 top5 3.906 | Epoch: [31][228/553] Time 2.441 Data 0.001 Err 0.6437 top1 17.188 top5 4.688 | Epoch: [31][229/553] Time 2.487 Data 0.001 Err 0.4569 top1 12.500 top5 3.125 | Epoch: [31][230/553] Time 2.447 Data 0.001 Err 0.2655 top1 8.594 top5 0.781 | Epoch: [31][231/553] Time 2.486 Data 0.001 Err 0.4144 top1 10.938 top5 0.781 | Epoch: [31][232/553] Time 2.466 Data 0.001 Err 0.4804 top1 16.406 top5 2.344 | Epoch: [31][233/553] Time 2.491 Data 0.001 Err 0.5005 top1 11.719 top5 4.688 | Epoch: [31][234/553] Time 2.446 Data 0.001 Err 0.3968 top1 9.375 top5 1.562 | Epoch: [31][235/553] Time 2.517 Data 0.001 Err 0.5484 top1 11.719 top5 6.250 | Epoch: [31][236/553] Time 2.471 Data 0.001 Err 0.6348 top1 17.969 top5 6.250 | Epoch: [31][237/553] Time 2.473 Data 0.001 Err 0.4404 top1 12.500 top5 3.125 | Epoch: [31][238/553] Time 2.448 Data 0.001 Err 0.5049 top1 14.844 top5 3.906 | Epoch: [31][239/553] Time 2.485 Data 0.001 Err 0.5493 top1 14.844 top5 4.688 | Epoch: [31][240/553] Time 2.443 Data 0.001 Err 0.4187 top1 11.719 top5 2.344 | Epoch: [31][241/553] Time 2.472 Data 0.001 Err 0.5333 top1 12.500 top5 3.125 | Epoch: [31][242/553] Time 2.474 Data 0.001 Err 0.4270 top1 11.719 top5 3.125 | Epoch: [31][243/553] Time 2.469 Data 0.001 Err 0.6672 top1 17.188 top5 3.906 | Epoch: [31][244/553] Time 2.451 Data 0.001 Err 0.5958 top1 14.062 top5 3.906 | Epoch: [31][245/553] Time 2.447 Data 0.001 Err 0.4991 top1 14.062 top5 5.469 | Epoch: [31][246/553] Time 2.490 Data 0.001 Err 0.3606 top1 12.500 top5 3.125 | Epoch: [31][247/553] Time 2.474 Data 0.001 Err 0.4386 top1 14.844 top5 2.344 | Epoch: [31][248/553] Time 2.444 Data 0.001 Err 0.4326 top1 10.156 top5 2.344 | Epoch: [31][249/553] Time 2.497 Data 0.001 Err 0.6424 top1 17.969 top5 6.250 | Epoch: [31][250/553] Time 2.488 Data 0.001 Err 0.6669 top1 17.969 top5 5.469 | Epoch: [31][251/553] Time 2.470 Data 0.000 Err 0.5143 top1 15.625 top5 3.125 | Epoch: [31][252/553] Time 2.486 Data 0.001 Err 0.5752 top1 14.062 top5 4.688 | Epoch: [31][253/553] Time 2.475 Data 0.001 Err 0.5004 top1 15.625 top5 4.688 | Epoch: [31][254/553] Time 2.490 Data 0.001 Err 0.5894 top1 16.406 top5 3.906 | Epoch: [31][255/553] Time 2.478 Data 0.001 Err 0.5276 top1 16.406 top5 1.562 | Epoch: [31][256/553] Time 2.448 Data 0.001 Err 0.4596 top1 13.281 top5 3.125 | Epoch: [31][257/553] Time 2.441 Data 0.001 Err 0.6291 top1 19.531 top5 4.688 | Epoch: [31][258/553] Time 2.470 Data 0.001 Err 0.4818 top1 9.375 top5 4.688 | Epoch: [31][259/553] Time 2.489 Data 0.001 Err 0.4227 top1 9.375 top5 3.906 | Epoch: [31][260/553] Time 2.452 Data 0.001 Err 0.5415 top1 14.844 top5 4.688 | Epoch: [31][261/553] Time 2.495 Data 0.001 Err 0.3290 top1 10.156 top5 0.000 | Epoch: [31][262/553] Time 2.437 Data 0.001 Err 0.4919 top1 13.281 top5 6.250 | Epoch: [31][263/553] Time 2.472 Data 0.001 Err 0.4528 top1 13.281 top5 2.344 | Epoch: [31][264/553] Time 2.491 Data 0.001 Err 0.5170 top1 13.281 top5 7.031 | Epoch: [31][265/553] Time 2.444 Data 0.000 Err 0.4877 top1 12.500 top5 3.125 | Epoch: [31][266/553] Time 2.447 Data 0.001 Err 0.5334 top1 12.500 top5 6.250 | Epoch: [31][267/553] Time 2.514 Data 0.001 Err 0.5260 top1 15.625 top5 3.125 | Epoch: [31][268/553] Time 2.503 Data 0.001 Err 0.3965 top1 10.156 top5 1.562 | Epoch: [31][269/553] Time 2.458 Data 0.001 Err 0.4267 top1 12.500 top5 3.906 | Epoch: [31][270/553] Time 2.450 Data 0.001 Err 0.3689 top1 8.594 top5 2.344 | Epoch: [31][271/553] Time 2.465 Data 0.001 Err 0.3634 top1 7.812 top5 2.344 | Epoch: [31][272/553] Time 2.445 Data 0.001 Err 0.5612 top1 15.625 top5 2.344 | Epoch: [31][273/553] Time 2.473 Data 0.001 Err 0.4133 top1 12.500 top5 3.125 | Epoch: [31][274/553] Time 2.441 Data 0.000 Err 0.7294 top1 18.750 top5 7.031 | Epoch: [31][275/553] Time 2.451 Data 0.001 Err 0.7522 top1 17.969 top5 7.812 | Epoch: [31][276/553] Time 2.505 Data 0.001 Err 0.5012 top1 17.969 top5 1.562 | Epoch: [31][277/553] Time 2.452 Data 0.000 Err 0.4966 top1 14.062 top5 1.562 | Epoch: [31][278/553] Time 2.461 Data 0.001 Err 0.5435 top1 15.625 top5 5.469 | Epoch: [31][279/553] Time 2.480 Data 0.001 Err 0.3195 top1 6.250 top5 0.000 | Epoch: [31][280/553] Time 2.441 Data 0.001 Err 0.5382 top1 14.062 top5 3.125 | Epoch: [31][281/553] Time 2.463 Data 0.001 Err 0.5734 top1 15.625 top5 4.688 | Epoch: [31][282/553] Time 2.440 Data 0.001 Err 0.4736 top1 10.938 top5 5.469 | Epoch: [31][283/553] Time 2.474 Data 0.001 Err 0.4280 top1 8.594 top5 3.125 | Epoch: [31][284/553] Time 2.447 Data 0.000 Err 0.6365 top1 15.625 top5 4.688 | Epoch: [31][285/553] Time 2.451 Data 0.001 Err 0.3261 top1 10.156 top5 0.781 | Epoch: [31][286/553] Time 2.448 Data 0.001 Err 0.4821 top1 11.719 top5 3.125 | Epoch: [31][287/553] Time 2.469 Data 0.001 Err 0.4751 top1 15.625 top5 3.125 | Epoch: [31][288/553] Time 2.507 Data 0.001 Err 0.3975 top1 10.156 top5 3.906 | Epoch: [31][289/553] Time 2.453 Data 0.001 Err 0.4995 top1 14.062 top5 3.906 | Epoch: [31][290/553] Time 2.445 Data 0.001 Err 0.4263 top1 14.844 top5 2.344 | Epoch: [31][291/553] Time 2.440 Data 0.001 Err 0.4515 top1 13.281 top5 4.688 | Epoch: [31][292/553] Time 2.485 Data 0.001 Err 0.4090 top1 9.375 top5 3.125 | Epoch: [31][293/553] Time 2.445 Data 0.001 Err 0.5477 top1 14.844 top5 5.469 | Epoch: [31][294/553] Time 2.459 Data 0.001 Err 0.4152 top1 7.031 top5 2.344 | Epoch: [31][295/553] Time 2.514 Data 0.001 Err 0.4509 top1 13.281 top5 1.562 | Epoch: [31][296/553] Time 2.477 Data 0.001 Err 0.3858 top1 12.500 top5 2.344 | Epoch: [31][297/553] Time 2.444 Data 0.001 Err 0.4629 top1 14.844 top5 3.125 | Epoch: [31][298/553] Time 2.526 Data 0.001 Err 0.5143 top1 14.062 top5 4.688 | Epoch: [31][299/553] Time 2.476 Data 0.001 Err 0.3874 top1 10.938 top5 1.562 | Epoch: [31][300/553] Time 2.463 Data 0.001 Err 0.4968 top1 14.844 top5 3.125 | Epoch: [31][301/553] Time 2.450 Data 0.001 Err 0.6101 top1 19.531 top5 3.906 | Epoch: [31][302/553] Time 2.443 Data 0.001 Err 0.4930 top1 14.062 top5 0.781 | Epoch: [31][303/553] Time 2.470 Data 0.001 Err 0.4926 top1 13.281 top5 3.906 | Epoch: [31][304/553] Time 2.483 Data 0.001 Err 0.3762 top1 7.812 top5 3.125 | Epoch: [31][305/553] Time 2.453 Data 0.001 Err 0.5588 top1 10.938 top5 4.688 | Epoch: [31][306/553] Time 2.494 Data 0.001 Err 0.4523 top1 13.281 top5 3.906 | Epoch: [31][307/553] Time 2.479 Data 0.001 Err 0.3488 top1 8.594 top5 2.344 | Epoch: [31][308/553] Time 2.463 Data 0.001 Err 0.4850 top1 14.844 top5 1.562 | Epoch: [31][309/553] Time 2.473 Data 0.001 Err 0.5429 top1 17.188 top5 3.125 | Epoch: [31][310/553] Time 2.495 Data 0.001 Err 0.4597 top1 11.719 top5 4.688 | Epoch: [31][311/553] Time 2.474 Data 0.001 Err 0.3903 top1 8.594 top5 3.125 | Epoch: [31][312/553] Time 2.467 Data 0.001 Err 0.3969 top1 9.375 top5 3.125 | Epoch: [31][313/553] Time 2.482 Data 0.001 Err 0.4168 top1 12.500 top5 2.344 | Epoch: [31][314/553] Time 2.477 Data 0.001 Err 0.4358 top1 11.719 top5 3.906 | Epoch: [31][315/553] Time 2.476 Data 0.000 Err 0.4431 top1 12.500 top5 3.125 | Epoch: [31][316/553] Time 2.482 Data 0.001 Err 0.7086 top1 19.531 top5 7.812 | Epoch: [31][317/553] Time 2.478 Data 0.001 Err 0.4900 top1 12.500 top5 1.562 | Epoch: [31][318/553] Time 2.478 Data 0.001 Err 0.3461 top1 10.938 top5 1.562 | Epoch: [31][319/553] Time 2.479 Data 0.001 Err 0.4866 top1 13.281 top5 2.344 | Epoch: [31][320/553] Time 2.444 Data 0.004 Err 0.3967 top1 10.156 top5 1.562 | Epoch: [31][321/553] Time 2.444 Data 0.000 Err 0.4733 top1 14.062 top5 3.125 | Epoch: [31][322/553] Time 2.485 Data 0.001 Err 0.4960 top1 14.062 top5 4.688 | Epoch: [31][323/553] Time 2.441 Data 0.000 Err 0.3797 top1 10.156 top5 3.125 | Epoch: [31][324/553] Time 2.468 Data 0.000 Err 0.4870 top1 14.844 top5 3.125 | Epoch: [31][325/553] Time 2.443 Data 0.000 Err 0.5919 top1 16.406 top5 6.250 | Epoch: [31][326/553] Time 2.470 Data 0.001 Err 0.3825 top1 9.375 top5 1.562 | Epoch: [31][327/553] Time 2.504 Data 0.001 Err 0.4891 top1 16.406 top5 2.344 | Epoch: [31][328/553] Time 2.437 Data 0.001 Err 0.5465 top1 15.625 top5 3.125 | Epoch: [31][329/553] Time 2.453 Data 0.003 Err 0.5284 top1 16.406 top5 3.906 | Epoch: [31][330/553] Time 2.445 Data 0.001 Err 0.4037 top1 10.156 top5 3.125 | Epoch: [31][331/553] Time 2.460 Data 0.001 Err 0.6393 top1 14.062 top5 7.031 | Epoch: [31][332/553] Time 2.439 Data 0.001 Err 0.5913 top1 15.625 top5 4.688 | Epoch: [31][333/553] Time 2.509 Data 0.001 Err 0.3409 top1 7.812 top5 1.562 | Epoch: [31][334/553] Time 2.435 Data 0.001 Err 0.3986 top1 11.719 top5 2.344 | Epoch: [31][335/553] Time 2.446 Data 0.001 Err 0.5051 top1 14.844 top5 3.125 | Epoch: [31][336/553] Time 2.468 Data 0.001 Err 0.5383 top1 13.281 top5 6.250 | Epoch: [31][337/553] Time 2.442 Data 0.004 Err 0.3813 top1 12.500 top5 1.562 | Epoch: [31][338/553] Time 2.460 Data 0.001 Err 0.4516 top1 11.719 top5 3.906 | Epoch: [31][339/553] Time 2.437 Data 0.001 Err 0.4454 top1 13.281 top5 3.125 | Epoch: [31][340/553] Time 2.444 Data 0.000 Err 0.5619 top1 10.938 top5 3.906 | Epoch: [31][341/553] Time 2.443 Data 0.001 Err 0.7233 top1 19.531 top5 7.812 | Epoch: [31][342/553] Time 2.450 Data 0.001 Err 0.5311 top1 14.844 top5 4.688 | Epoch: [31][343/553] Time 2.477 Data 0.001 Err 0.4932 top1 11.719 top5 4.688 | Epoch: [31][344/553] Time 2.478 Data 0.001 Err 0.4551 top1 13.281 top5 0.781 | Epoch: [31][345/553] Time 2.461 Data 0.001 Err 0.5457 top1 14.062 top5 4.688 | Epoch: [31][346/553] Time 2.432 Data 0.001 Err 0.5388 top1 12.500 top5 4.688 | Epoch: [31][347/553] Time 2.501 Data 0.001 Err 0.6720 top1 17.188 top5 6.250 | Epoch: [31][348/553] Time 2.482 Data 0.001 Err 0.5971 top1 17.188 top5 4.688 | Epoch: [31][349/553] Time 2.445 Data 0.001 Err 0.4836 top1 13.281 top5 3.125 | Epoch: [31][350/553] Time 2.451 Data 0.001 Err 0.6081 top1 16.406 top5 3.906 | Epoch: [31][351/553] Time 2.440 Data 0.001 Err 0.6286 top1 18.750 top5 4.688 | Epoch: [31][352/553] Time 2.449 Data 0.001 Err 0.5901 top1 13.281 top5 6.250 | Epoch: [31][353/553] Time 2.467 Data 0.001 Err 0.6022 top1 16.406 top5 6.250 | Epoch: [31][354/553] Time 2.495 Data 0.001 Err 0.4842 top1 14.062 top5 3.906 | Epoch: [31][355/553] Time 2.489 Data 0.001 Err 0.5581 top1 16.406 top5 3.125 | Epoch: [31][356/553] Time 2.477 Data 0.001 Err 0.4781 top1 13.281 top5 3.125 | Epoch: [31][357/553] Time 2.463 Data 0.001 Err 0.4608 top1 13.281 top5 2.344 | Epoch: [31][358/553] Time 2.478 Data 0.001 Err 0.6022 top1 19.531 top5 4.688 | Epoch: [31][359/553] Time 2.438 Data 0.000 Err 0.3498 top1 9.375 top5 1.562 | Epoch: [31][360/553] Time 2.484 Data 0.001 Err 0.3895 top1 10.938 top5 1.562 | Epoch: [31][361/553] Time 2.505 Data 0.001 Err 0.6051 top1 14.062 top5 5.469 | Epoch: [31][362/553] Time 2.484 Data 0.001 Err 0.5346 top1 14.844 top5 4.688 | Epoch: [31][363/553] Time 2.450 Data 0.001 Err 0.3437 top1 7.031 top5 2.344 | Epoch: [31][364/553] Time 2.468 Data 0.001 Err 0.3777 top1 11.719 top5 2.344 | Epoch: [31][365/553] Time 2.471 Data 0.001 Err 0.6644 top1 18.750 top5 4.688 | Epoch: [31][366/553] Time 2.448 Data 0.001 Err 0.5827 top1 14.844 top5 5.469 | Epoch: [31][367/553] Time 2.445 Data 0.001 Err 0.6945 top1 16.406 top5 8.594 | Epoch: [31][368/553] Time 2.451 Data 0.001 Err 0.6377 top1 14.062 top5 3.906 | Epoch: [31][369/553] Time 2.472 Data 0.000 Err 0.4700 top1 10.156 top5 3.125 | Epoch: [31][370/553] Time 2.452 Data 0.001 Err 0.4251 top1 10.938 top5 2.344 | Epoch: [31][371/553] Time 2.485 Data 0.001 Err 0.3829 top1 10.156 top5 3.125 | Epoch: [31][372/553] Time 2.486 Data 0.001 Err 0.4411 top1 9.375 top5 2.344 | Epoch: [31][373/553] Time 2.485 Data 0.001 Err 0.3506 top1 7.812 top5 1.562 | Epoch: [31][374/553] Time 2.451 Data 0.001 Err 0.6003 top1 16.406 top5 3.906 | Epoch: [31][375/553] Time 2.433 Data 0.001 Err 0.3556 top1 8.594 top5 2.344 | Epoch: [31][376/553] Time 2.467 Data 0.001 Err 0.3420 top1 8.594 top5 2.344 | Epoch: [31][377/553] Time 2.475 Data 0.007 Err 0.3115 top1 10.156 top5 0.781 | Epoch: [31][378/553] Time 2.475 Data 0.001 Err 0.5408 top1 13.281 top5 4.688 | Epoch: [31][379/553] Time 2.450 Data 0.001 Err 0.5757 top1 14.844 top5 5.469 | Epoch: [31][380/553] Time 2.464 Data 0.001 Err 0.5790 top1 14.844 top5 6.250 | Epoch: [31][381/553] Time 2.474 Data 0.001 Err 0.4778 top1 12.500 top5 3.906 | Epoch: [31][382/553] Time 2.446 Data 0.001 Err 0.5266 top1 16.406 top5 5.469 | Epoch: [31][383/553] Time 2.446 Data 0.001 Err 0.4944 top1 16.406 top5 3.125 | Epoch: [31][384/553] Time 2.466 Data 0.001 Err 0.4145 top1 10.938 top5 2.344 | Epoch: [31][385/553] Time 2.489 Data 0.001 Err 0.4114 top1 9.375 top5 2.344 | Epoch: [31][386/553] Time 2.461 Data 0.001 Err 0.6203 top1 13.281 top5 7.031 | Epoch: [31][387/553] Time 2.484 Data 0.001 Err 0.4384 top1 10.156 top5 1.562 | Epoch: [31][388/553] Time 2.446 Data 0.001 Err 0.6186 top1 14.062 top5 7.031 | Epoch: [31][389/553] Time 2.482 Data 0.001 Err 0.4376 top1 14.062 top5 2.344 | Epoch: [31][390/553] Time 2.444 Data 0.001 Err 0.4743 top1 12.500 top5 4.688 | Epoch: [31][391/553] Time 2.469 Data 0.001 Err 0.5867 top1 15.625 top5 5.469 | Epoch: [31][392/553] Time 2.464 Data 0.001 Err 0.5205 top1 14.844 top5 4.688 | Epoch: [31][393/553] Time 2.482 Data 0.001 Err 0.4406 top1 12.500 top5 2.344 | Epoch: [31][394/553] Time 2.460 Data 0.000 Err 0.3007 top1 4.688 top5 2.344 | Epoch: [31][395/553] Time 2.472 Data 0.001 Err 0.5098 top1 12.500 top5 3.906 | Epoch: [31][396/553] Time 2.490 Data 0.002 Err 0.4365 top1 13.281 top5 3.125 | Epoch: [31][397/553] Time 2.449 Data 0.001 Err 0.5096 top1 14.062 top5 4.688 | Epoch: [31][398/553] Time 2.479 Data 0.001 Err 0.4535 top1 12.500 top5 3.125 | Epoch: [31][399/553] Time 2.438 Data 0.001 Err 0.6086 top1 15.625 top5 5.469 | Epoch: [31][400/553] Time 2.459 Data 0.001 Err 0.4535 top1 11.719 top5 3.906 | Epoch: [31][401/553] Time 2.445 Data 0.001 Err 0.5238 top1 16.406 top5 3.906 | Epoch: [31][402/553] Time 2.442 Data 0.001 Err 0.4937 top1 15.625 top5 3.125 | Epoch: [31][403/553] Time 2.474 Data 0.001 Err 0.4522 top1 12.500 top5 2.344 | Epoch: [31][404/553] Time 2.449 Data 0.001 Err 0.3038 top1 10.156 top5 1.562 | Epoch: [31][405/553] Time 2.456 Data 0.001 Err 0.6315 top1 18.750 top5 4.688 | Epoch: [31][406/553] Time 2.484 Data 0.001 Err 0.6100 top1 16.406 top5 3.906 | Epoch: [31][407/553] Time 2.450 Data 0.001 Err 0.7477 top1 17.969 top5 7.812 | Epoch: [31][408/553] Time 2.484 Data 0.001 Err 0.4476 top1 12.500 top5 4.688 | Epoch: [31][409/553] Time 2.452 Data 0.001 Err 0.3936 top1 8.594 top5 3.125 | Epoch: [31][410/553] Time 2.438 Data 0.001 Err 0.6018 top1 16.406 top5 5.469 | Epoch: [31][411/553] Time 2.442 Data 0.001 Err 0.4563 top1 12.500 top5 2.344 | Epoch: [31][412/553] Time 2.441 Data 0.001 Err 0.5167 top1 14.062 top5 4.688 | Epoch: [31][413/553] Time 2.461 Data 0.001 Err 0.6489 top1 17.188 top5 3.906 | Epoch: [31][414/553] Time 2.465 Data 0.001 Err 0.4633 top1 11.719 top5 3.125 | Epoch: [31][415/553] Time 2.475 Data 0.001 Err 0.6805 top1 17.969 top5 8.594 | Epoch: [31][416/553] Time 2.434 Data 0.001 Err 0.4777 top1 14.062 top5 3.125 | Epoch: [31][417/553] Time 2.436 Data 0.001 Err 0.5726 top1 11.719 top5 3.906 | Epoch: [31][418/553] Time 2.443 Data 0.001 Err 0.4375 top1 13.281 top5 3.906 | Epoch: [31][419/553] Time 2.444 Data 0.001 Err 0.5354 top1 17.188 top5 3.125 | Epoch: [31][420/553] Time 2.480 Data 0.001 Err 0.5691 top1 15.625 top5 7.812 | Epoch: [31][421/553] Time 2.480 Data 0.001 Err 0.2605 top1 4.688 top5 3.125 | Epoch: [31][422/553] Time 2.473 Data 0.001 Err 0.3044 top1 10.938 top5 2.344 | Epoch: [31][423/553] Time 2.441 Data 0.001 Err 0.5439 top1 15.625 top5 3.906 | Epoch: [31][424/553] Time 2.450 Data 0.001 Err 0.4672 top1 12.500 top5 3.125 | Epoch: [31][425/553] Time 2.457 Data 0.001 Err 0.2804 top1 8.594 top5 3.125 | Epoch: [31][426/553] Time 2.450 Data 0.001 Err 0.5968 top1 16.406 top5 5.469 | Epoch: [31][427/553] Time 2.451 Data 0.001 Err 0.4614 top1 12.500 top5 3.906 | Epoch: [31][428/553] Time 2.483 Data 0.001 Err 0.6329 top1 14.844 top5 6.250 | Epoch: [31][429/553] Time 2.442 Data 0.001 Err 0.4827 top1 10.156 top5 4.688 | Epoch: [31][430/553] Time 2.447 Data 0.001 Err 0.5231 top1 14.062 top5 4.688 | Epoch: [31][431/553] Time 2.439 Data 0.001 Err 0.4537 top1 14.062 top5 2.344 | Epoch: [31][432/553] Time 2.466 Data 0.001 Err 0.4908 top1 14.844 top5 4.688 | Epoch: [31][433/553] Time 2.505 Data 0.001 Err 0.3794 top1 9.375 top5 3.125 | Epoch: [31][434/553] Time 2.454 Data 0.003 Err 0.4966 top1 12.500 top5 4.688 | Epoch: [31][435/553] Time 2.441 Data 0.001 Err 0.4285 top1 12.500 top5 2.344 | Epoch: [31][436/553] Time 2.480 Data 0.001 Err 0.5725 top1 17.188 top5 3.125 | Epoch: [31][437/553] Time 2.446 Data 0.001 Err 0.5507 top1 15.625 top5 5.469 | Epoch: [31][438/553] Time 2.490 Data 0.001 Err 0.4764 top1 11.719 top5 3.125 | Epoch: [31][439/553] Time 2.442 Data 0.001 Err 0.3020 top1 7.812 top5 1.562 | Epoch: [31][440/553] Time 2.455 Data 0.001 Err 0.3921 top1 8.594 top5 3.906 | Epoch: [31][441/553] Time 2.500 Data 0.001 Err 0.5017 top1 14.844 top5 3.125 | Epoch: [31][442/553] Time 2.483 Data 0.001 Err 0.4224 top1 14.062 top5 2.344 | Epoch: [31][443/553] Time 2.446 Data 0.001 Err 0.5579 top1 17.969 top5 3.906 | Epoch: [31][444/553] Time 2.448 Data 0.001 Err 0.6589 top1 14.844 top5 7.031 | Epoch: [31][445/553] Time 2.484 Data 0.001 Err 0.4892 top1 13.281 top5 3.906 | Epoch: [31][446/553] Time 2.480 Data 0.001 Err 0.3761 top1 8.594 top5 1.562 | Epoch: [31][447/553] Time 2.444 Data 0.001 Err 0.4253 top1 12.500 top5 3.125 | Epoch: [31][448/553] Time 2.454 Data 0.001 Err 0.4738 top1 10.938 top5 5.469 | Epoch: [31][449/553] Time 2.436 Data 0.001 Err 0.3432 top1 7.812 top5 3.125 | Epoch: [31][450/553] Time 2.446 Data 0.001 Err 0.4157 top1 12.500 top5 1.562 | Epoch: [31][451/553] Time 2.443 Data 0.001 Err 0.3967 top1 10.156 top5 2.344 | Epoch: [31][452/553] Time 2.468 Data 0.001 Err 0.5528 top1 15.625 top5 4.688 | Epoch: [31][453/553] Time 2.480 Data 0.001 Err 0.4604 top1 9.375 top5 3.906 | Epoch: [31][454/553] Time 2.479 Data 0.001 Err 0.4654 top1 12.500 top5 3.125 | Epoch: [31][455/553] Time 2.435 Data 0.001 Err 0.4614 top1 10.938 top5 7.031 | Epoch: [31][456/553] Time 2.511 Data 0.001 Err 0.5241 top1 13.281 top5 3.125 | Epoch: [31][457/553] Time 2.474 Data 0.001 Err 0.4041 top1 8.594 top5 2.344 | Epoch: [31][458/553] Time 2.437 Data 0.001 Err 0.3780 top1 7.812 top5 3.125 | Epoch: [31][459/553] Time 2.448 Data 0.001 Err 0.5188 top1 12.500 top5 6.250 | Epoch: [31][460/553] Time 2.441 Data 0.001 Err 0.4081 top1 12.500 top5 2.344 | Epoch: [31][461/553] Time 2.463 Data 0.001 Err 0.4119 top1 12.500 top5 2.344 | Epoch: [31][462/553] Time 2.449 Data 0.001 Err 0.5011 top1 12.500 top5 4.688 | Epoch: [31][463/553] Time 2.475 Data 0.001 Err 0.5425 top1 12.500 top5 3.906 | Epoch: [31][464/553] Time 2.443 Data 0.001 Err 0.4481 top1 11.719 top5 3.906 | Epoch: [31][465/553] Time 2.462 Data 0.001 Err 0.3475 top1 8.594 top5 1.562 | Epoch: [31][466/553] Time 2.446 Data 0.001 Err 0.3433 top1 11.719 top5 2.344 | Epoch: [31][467/553] Time 2.507 Data 0.001 Err 0.4799 top1 13.281 top5 2.344 | Epoch: [31][468/553] Time 2.494 Data 0.001 Err 0.5023 top1 14.062 top5 3.906 | Epoch: [31][469/553] Time 2.465 Data 0.001 Err 0.5321 top1 14.062 top5 3.125 | Epoch: [31][470/553] Time 2.460 Data 0.001 Err 0.4750 top1 12.500 top5 3.906 | Epoch: [31][471/553] Time 2.461 Data 0.001 Err 0.6086 top1 15.625 top5 5.469 | Epoch: [31][472/553] Time 2.485 Data 0.001 Err 0.4599 top1 12.500 top5 5.469 | Epoch: [31][473/553] Time 2.471 Data 0.001 Err 0.5597 top1 17.188 top5 3.906 | Epoch: [31][474/553] Time 2.475 Data 0.001 Err 0.4148 top1 9.375 top5 3.906 | Epoch: [31][475/553] Time 2.436 Data 0.001 Err 0.3250 top1 7.812 top5 0.781 | Epoch: [31][476/553] Time 2.457 Data 0.001 Err 0.4636 top1 11.719 top5 3.906 | Epoch: [31][477/553] Time 2.458 Data 0.001 Err 0.4424 top1 14.844 top5 0.781 | Epoch: [31][478/553] Time 2.471 Data 0.001 Err 0.3305 top1 10.156 top5 0.781 | Epoch: [31][479/553] Time 2.473 Data 0.001 Err 0.5917 top1 14.062 top5 3.906 | Epoch: [31][480/553] Time 2.468 Data 0.001 Err 0.4740 top1 13.281 top5 3.125 | Epoch: [31][481/553] Time 2.481 Data 0.001 Err 0.6349 top1 13.281 top5 5.469 | Epoch: [31][482/553] Time 2.464 Data 0.001 Err 0.4880 top1 13.281 top5 3.125 | Epoch: [31][483/553] Time 2.485 Data 0.001 Err 0.4873 top1 12.500 top5 3.906 | Epoch: [31][484/553] Time 2.448 Data 0.001 Err 0.5522 top1 17.188 top5 5.469 | Epoch: [31][485/553] Time 2.451 Data 0.001 Err 0.3652 top1 12.500 top5 0.781 | Epoch: [31][486/553] Time 2.461 Data 0.001 Err 0.4781 top1 12.500 top5 3.125 | Epoch: [31][487/553] Time 2.444 Data 0.001 Err 0.4258 top1 13.281 top5 2.344 | Epoch: [31][488/553] Time 2.460 Data 0.001 Err 0.5150 top1 12.500 top5 5.469 | Epoch: [31][489/553] Time 2.445 Data 0.001 Err 0.2867 top1 7.031 top5 1.562 | Epoch: [31][490/553] Time 2.440 Data 0.001 Err 0.4274 top1 14.062 top5 0.781 | Epoch: [31][491/553] Time 2.501 Data 0.001 Err 0.4906 top1 12.500 top5 6.250 | Epoch: [31][492/553] Time 2.443 Data 0.001 Err 0.3512 top1 7.031 top5 1.562 | Epoch: [31][493/553] Time 2.482 Data 0.001 Err 0.3749 top1 10.156 top5 4.688 | Epoch: [31][494/553] Time 2.472 Data 0.000 Err 0.4232 top1 13.281 top5 3.125 | Epoch: [31][495/553] Time 2.447 Data 0.001 Err 0.5433 top1 10.938 top5 5.469 | Epoch: [31][496/553] Time 2.477 Data 0.001 Err 0.4630 top1 14.062 top5 1.562 | Epoch: [31][497/553] Time 2.475 Data 0.001 Err 0.4416 top1 9.375 top5 3.125 | Epoch: [31][498/553] Time 2.469 Data 0.001 Err 0.4945 top1 15.625 top5 3.125 | Epoch: [31][499/553] Time 2.536 Data 0.001 Err 0.3369 top1 10.156 top5 3.125 | Epoch: [31][500/553] Time 2.440 Data 0.001 Err 0.4712 top1 15.625 top5 3.906 | Epoch: [31][501/553] Time 2.479 Data 0.001 Err 0.4431 top1 12.500 top5 2.344 | Epoch: [31][502/553] Time 2.484 Data 0.001 Err 0.3912 top1 10.938 top5 3.125 | Epoch: [31][503/553] Time 2.481 Data 0.001 Err 0.2959 top1 7.031 top5 0.781 | Epoch: [31][504/553] Time 2.459 Data 0.001 Err 0.4027 top1 9.375 top5 3.906 | Epoch: [31][505/553] Time 2.473 Data 0.001 Err 0.4682 top1 11.719 top5 3.125 | Epoch: [31][506/553] Time 2.486 Data 0.001 Err 0.4932 top1 13.281 top5 2.344 | Epoch: [31][507/553] Time 2.466 Data 0.001 Err 0.5464 top1 14.844 top5 5.469 | Epoch: [31][508/553] Time 2.495 Data 0.001 Err 0.4354 top1 12.500 top5 3.906 | Epoch: [31][509/553] Time 2.477 Data 0.001 Err 0.3659 top1 10.156 top5 2.344 | Epoch: [31][510/553] Time 2.477 Data 0.001 Err 0.6155 top1 16.406 top5 6.250 | Epoch: [31][511/553] Time 2.468 Data 0.000 Err 0.4761 top1 12.500 top5 4.688 | Epoch: [31][512/553] Time 2.448 Data 0.001 Err 0.4589 top1 10.156 top5 4.688 | Epoch: [31][513/553] Time 2.513 Data 0.001 Err 0.6226 top1 15.625 top5 7.031 | Epoch: [31][514/553] Time 2.503 Data 0.001 Err 0.5847 top1 14.062 top5 6.250 | Epoch: [31][515/553] Time 2.437 Data 0.001 Err 0.5066 top1 14.062 top5 3.906 | Epoch: [31][516/553] Time 2.449 Data 0.001 Err 0.7394 top1 18.750 top5 6.250 | Epoch: [31][517/553] Time 2.485 Data 0.001 Err 0.5281 top1 13.281 top5 3.125 | Epoch: [31][518/553] Time 2.470 Data 0.001 Err 0.2767 top1 6.250 top5 1.562 | Epoch: [31][519/553] Time 2.437 Data 0.001 Err 0.5214 top1 15.625 top5 4.688 | Epoch: [31][520/553] Time 2.512 Data 0.001 Err 0.5836 top1 10.938 top5 3.906 | Epoch: [31][521/553] Time 2.442 Data 0.001 Err 0.4050 top1 10.938 top5 3.906 | Epoch: [31][522/553] Time 2.519 Data 0.001 Err 0.5461 top1 15.625 top5 6.250 | Epoch: [31][523/553] Time 2.442 Data 0.001 Err 0.5536 top1 12.500 top5 5.469 | Epoch: [31][524/553] Time 2.442 Data 0.001 Err 0.5606 top1 15.625 top5 3.125 | Epoch: [31][525/553] Time 2.446 Data 0.001 Err 0.4518 top1 9.375 top5 2.344 | Epoch: [31][526/553] Time 2.515 Data 0.001 Err 0.5919 top1 15.625 top5 5.469 | Epoch: [31][527/553] Time 2.441 Data 0.001 Err 0.5040 top1 15.625 top5 4.688 | Epoch: [31][528/553] Time 2.489 Data 0.001 Err 0.3503 top1 8.594 top5 2.344 | Epoch: [31][529/553] Time 2.436 Data 0.001 Err 0.3831 top1 9.375 top5 1.562 | Epoch: [31][530/553] Time 2.448 Data 0.001 Err 0.4537 top1 12.500 top5 1.562 | Epoch: [31][531/553] Time 2.446 Data 0.001 Err 0.3403 top1 10.156 top5 0.781 | Epoch: [31][532/553] Time 2.490 Data 0.000 Err 0.3410 top1 10.938 top5 2.344 | Epoch: [31][533/553] Time 2.481 Data 0.001 Err 0.5999 top1 17.188 top5 3.906 | Epoch: [31][534/553] Time 2.476 Data 0.001 Err 0.2896 top1 7.812 top5 1.562 | Epoch: [31][535/553] Time 2.446 Data 0.001 Err 0.4029 top1 10.938 top5 1.562 | Epoch: [31][536/553] Time 2.446 Data 0.001 Err 0.6801 top1 17.969 top5 6.250 | Epoch: [31][537/553] Time 2.483 Data 0.001 Err 0.6054 top1 15.625 top5 4.688 | Epoch: [31][538/553] Time 2.437 Data 0.001 Err 0.4937 top1 11.719 top5 3.906 | Epoch: [31][539/553] Time 2.458 Data 0.001 Err 0.5698 top1 15.625 top5 4.688 | Epoch: [31][540/553] Time 2.441 Data 0.001 Err 0.6291 top1 17.188 top5 6.250 | Epoch: [31][541/553] Time 2.520 Data 0.001 Err 0.5239 top1 14.844 top5 3.125 | Epoch: [31][542/553] Time 2.460 Data 0.001 Err 0.3136 top1 9.375 top5 2.344 | Epoch: [31][543/553] Time 2.460 Data 0.000 Err 0.4772 top1 14.844 top5 3.906 | Epoch: [31][544/553] Time 2.451 Data 0.000 Err 0.4980 top1 14.062 top5 4.688 | Epoch: [31][545/553] Time 2.475 Data 0.000 Err 0.4999 top1 14.062 top5 3.906 | Epoch: [31][546/553] Time 2.441 Data 0.000 Err 0.4367 top1 10.938 top5 4.688 | Epoch: [31][547/553] Time 2.431 Data 0.000 Err 0.4926 top1 13.281 top5 5.469 | Epoch: [31][548/553] Time 2.443 Data 0.000 Err 0.4456 top1 10.156 top5 1.562 | Epoch: [31][549/553] Time 2.443 Data 0.000 Err 0.5357 top1 14.844 top5 5.469 | Epoch: [31][550/553] Time 2.446 Data 0.000 Err 0.4492 top1 13.281 top5 3.125 | Epoch: [31][551/553] Time 2.445 Data 0.000 Err 0.3390 top1 9.375 top5 2.344 | Epoch: [31][552/553] Time 2.447 Data 0.000 Err 0.5145 top1 14.062 top5 4.688 | Epoch: [31][553/553] Time 1.027 Data 0.000 Err 0.3980 top1 11.364 top5 2.273 | Test: [31][1/198] Time 2.201 Data 1.481 top1 13.281 ( 13.281) top5 1.562 ( 1.562) | Test: [31][2/198] Time 0.725 Data 0.001 top1 17.969 ( 15.625) top5 3.125 ( 2.344) | Test: [31][3/198] Time 0.714 Data 0.000 top1 18.750 ( 16.667) top5 3.906 ( 2.865) | Test: [31][4/198] Time 0.717 Data 0.001 top1 10.938 ( 15.234) top5 1.562 ( 2.539) | Test: [31][5/198] Time 0.720 Data 0.003 top1 14.844 ( 15.156) top5 5.469 ( 3.125) | Test: [31][6/198] Time 0.715 Data 0.001 top1 14.844 ( 15.104) top5 3.906 ( 3.255) | Test: [31][7/198] Time 0.726 Data 0.001 top1 13.281 ( 14.844) top5 2.344 ( 3.125) | Test: [31][8/198] Time 0.712 Data 0.001 top1 7.812 ( 13.965) top5 0.781 ( 2.832) | Test: [31][9/198] Time 0.719 Data 0.001 top1 9.375 ( 13.455) top5 2.344 ( 2.778) | Test: [31][10/198] Time 0.714 Data 0.001 top1 9.375 ( 13.047) top5 0.781 ( 2.578) | Test: [31][11/198] Time 0.718 Data 0.002 top1 12.500 ( 12.997) top5 2.344 ( 2.557) | Test: [31][12/198] Time 0.722 Data 0.001 top1 12.500 ( 12.956) top5 0.000 ( 2.344) | Test: [31][13/198] Time 0.714 Data 0.001 top1 14.062 ( 13.041) top5 1.562 ( 2.284) | Test: [31][14/198] Time 0.718 Data 0.001 top1 11.719 ( 12.946) top5 2.344 ( 2.288) | Test: [31][15/198] Time 0.718 Data 0.001 top1 13.281 ( 12.969) top5 3.125 ( 2.344) | Test: [31][16/198] Time 0.725 Data 0.001 top1 11.719 ( 12.891) top5 0.781 ( 2.246) | Test: [31][17/198] Time 0.721 Data 0.001 top1 7.031 ( 12.546) top5 0.781 ( 2.160) | Test: [31][18/198] Time 0.722 Data 0.001 top1 15.625 ( 12.717) top5 0.000 ( 2.040) | Test: [31][19/198] Time 0.774 Data 0.001 top1 10.938 ( 12.623) top5 1.562 ( 2.015) | Test: [31][20/198] Time 0.786 Data 0.001 top1 14.062 ( 12.695) top5 3.125 ( 2.070) | Test: [31][21/198] Time 0.794 Data 0.001 top1 10.938 ( 12.612) top5 1.562 ( 2.046) | Test: [31][22/198] Time 0.724 Data 0.001 top1 17.188 ( 12.820) top5 6.250 ( 2.237) | Test: [31][23/198] Time 0.728 Data 0.001 top1 16.406 ( 12.976) top5 2.344 ( 2.242) | Test: [31][24/198] Time 0.752 Data 0.001 top1 15.625 ( 13.086) top5 0.781 ( 2.181) | Test: [31][25/198] Time 0.732 Data 0.001 top1 8.594 ( 12.906) top5 2.344 ( 2.188) | Test: [31][26/198] Time 0.721 Data 0.001 top1 22.656 ( 13.281) top5 3.125 ( 2.224) | Test: [31][27/198] Time 0.728 Data 0.001 top1 12.500 ( 13.252) top5 2.344 ( 2.228) | Test: [31][28/198] Time 0.722 Data 0.001 top1 17.188 ( 13.393) top5 2.344 ( 2.232) | Test: [31][29/198] Time 0.720 Data 0.001 top1 17.969 ( 13.551) top5 3.906 ( 2.290) | Test: [31][30/198] Time 0.746 Data 0.004 top1 11.719 ( 13.490) top5 3.125 ( 2.318) | Test: [31][31/198] Time 0.731 Data 0.001 top1 10.156 ( 13.382) top5 3.125 ( 2.344) | Test: [31][32/198] Time 0.731 Data 0.001 top1 14.062 ( 13.403) top5 3.906 ( 2.393) | Test: [31][33/198] Time 0.719 Data 0.001 top1 14.062 ( 13.423) top5 3.125 ( 2.415) | Test: [31][34/198] Time 0.717 Data 0.001 top1 19.531 ( 13.603) top5 3.906 ( 2.459) | Test: [31][35/198] Time 0.714 Data 0.001 top1 17.188 ( 13.705) top5 0.781 ( 2.411) | Test: [31][36/198] Time 0.720 Data 0.001 top1 9.375 ( 13.585) top5 0.000 ( 2.344) | Test: [31][37/198] Time 0.716 Data 0.001 top1 12.500 ( 13.556) top5 0.781 ( 2.302) | Test: [31][38/198] Time 0.719 Data 0.001 top1 14.062 ( 13.569) top5 4.688 ( 2.364) | Test: [31][39/198] Time 0.717 Data 0.001 top1 15.625 ( 13.622) top5 1.562 ( 2.344) | Test: [31][40/198] Time 0.728 Data 0.001 top1 10.156 ( 13.535) top5 2.344 ( 2.344) | Test: [31][41/198] Time 0.723 Data 0.001 top1 14.062 ( 13.548) top5 3.125 ( 2.363) | Test: [31][42/198] Time 0.721 Data 0.001 top1 14.062 ( 13.560) top5 3.125 ( 2.381) | Test: [31][43/198] Time 0.724 Data 0.001 top1 18.750 ( 13.681) top5 3.125 ( 2.398) | Test: [31][44/198] Time 0.723 Data 0.001 top1 13.281 ( 13.672) top5 3.906 ( 2.433) | Test: [31][45/198] Time 0.724 Data 0.001 top1 17.188 ( 13.750) top5 3.906 ( 2.465) | Test: [31][46/198] Time 0.718 Data 0.001 top1 11.719 ( 13.706) top5 0.000 ( 2.412) | Test: [31][47/198] Time 0.718 Data 0.001 top1 13.281 ( 13.697) top5 3.125 ( 2.427) | Test: [31][48/198] Time 0.723 Data 0.001 top1 18.750 ( 13.802) top5 6.250 ( 2.507) | Test: [31][49/198] Time 0.730 Data 0.001 top1 9.375 ( 13.712) top5 0.781 ( 2.471) | Test: [31][50/198] Time 0.733 Data 0.001 top1 12.500 ( 13.688) top5 3.906 ( 2.500) | Test: [31][51/198] Time 0.727 Data 0.001 top1 14.062 ( 13.695) top5 2.344 ( 2.497) | Test: [31][52/198] Time 0.724 Data 0.001 top1 17.188 ( 13.762) top5 3.906 ( 2.524) | Test: [31][53/198] Time 0.742 Data 0.001 top1 13.281 ( 13.753) top5 3.125 ( 2.535) | Test: [31][54/198] Time 0.793 Data 0.001 top1 15.625 ( 13.788) top5 1.562 ( 2.517) | Test: [31][55/198] Time 0.767 Data 0.001 top1 10.938 ( 13.736) top5 2.344 ( 2.514) | Test: [31][56/198] Time 0.720 Data 0.001 top1 13.281 ( 13.728) top5 1.562 ( 2.497) | Test: [31][57/198] Time 0.772 Data 0.001 top1 20.312 ( 13.843) top5 4.688 ( 2.536) | Test: [31][58/198] Time 0.717 Data 0.001 top1 12.500 ( 13.820) top5 0.781 ( 2.505) | Test: [31][59/198] Time 0.721 Data 0.001 top1 17.188 ( 13.877) top5 1.562 ( 2.489) | Test: [31][60/198] Time 0.733 Data 0.001 top1 18.750 ( 13.958) top5 4.688 ( 2.526) | Test: [31][61/198] Time 0.737 Data 0.001 top1 13.281 ( 13.947) top5 1.562 ( 2.510) | Test: [31][62/198] Time 0.726 Data 0.001 top1 12.500 ( 13.924) top5 3.906 ( 2.533) | Test: [31][63/198] Time 0.731 Data 0.001 top1 15.625 ( 13.951) top5 2.344 ( 2.530) | Test: [31][64/198] Time 0.718 Data 0.001 top1 16.406 ( 13.989) top5 3.125 ( 2.539) | Test: [31][65/198] Time 0.731 Data 0.001 top1 17.969 ( 14.050) top5 1.562 ( 2.524) | Test: [31][66/198] Time 0.728 Data 0.002 top1 13.281 ( 14.039) top5 3.906 ( 2.545) | Test: [31][67/198] Time 0.717 Data 0.001 top1 9.375 ( 13.969) top5 0.000 ( 2.507) | Test: [31][68/198] Time 0.717 Data 0.001 top1 17.188 ( 14.017) top5 1.562 ( 2.493) | Test: [31][69/198] Time 0.721 Data 0.001 top1 8.594 ( 13.938) top5 1.562 ( 2.480) | Test: [31][70/198] Time 0.721 Data 0.001 top1 15.625 ( 13.962) top5 2.344 ( 2.478) | Test: [31][71/198] Time 0.735 Data 0.001 top1 12.500 ( 13.941) top5 1.562 ( 2.465) | Test: [31][72/198] Time 0.716 Data 0.001 top1 10.156 ( 13.889) top5 3.906 ( 2.485) | Test: [31][73/198] Time 0.718 Data 0.001 top1 13.281 ( 13.881) top5 4.688 ( 2.515) | Test: [31][74/198] Time 0.724 Data 0.001 top1 9.375 ( 13.820) top5 1.562 ( 2.502) | Test: [31][75/198] Time 0.717 Data 0.001 top1 11.719 ( 13.792) top5 0.781 ( 2.479) | Test: [31][76/198] Time 0.724 Data 0.001 top1 16.406 ( 13.826) top5 3.906 ( 2.498) | Test: [31][77/198] Time 0.727 Data 0.001 top1 13.281 ( 13.819) top5 2.344 ( 2.496) | Test: [31][78/198] Time 0.728 Data 0.001 top1 14.844 ( 13.832) top5 3.906 ( 2.514) | Test: [31][79/198] Time 0.717 Data 0.001 top1 14.062 ( 13.835) top5 3.906 ( 2.532) | Test: [31][80/198] Time 0.730 Data 0.001 top1 7.031 ( 13.750) top5 2.344 ( 2.529) | Test: [31][81/198] Time 0.783 Data 0.001 top1 10.938 ( 13.715) top5 3.906 ( 2.546) | Test: [31][82/198] Time 0.758 Data 0.001 top1 14.844 ( 13.729) top5 2.344 ( 2.544) | Test: [31][83/198] Time 0.723 Data 0.001 top1 10.938 ( 13.695) top5 2.344 ( 2.541) | Test: [31][84/198] Time 0.753 Data 0.002 top1 13.281 ( 13.690) top5 2.344 ( 2.539) | Test: [31][85/198] Time 0.726 Data 0.001 top1 13.281 ( 13.686) top5 2.344 ( 2.537) | Test: [31][86/198] Time 0.721 Data 0.001 top1 15.625 ( 13.708) top5 6.250 ( 2.580) | Test: [31][87/198] Time 0.722 Data 0.002 top1 14.062 ( 13.712) top5 0.781 ( 2.559) | Test: [31][88/198] Time 0.722 Data 0.001 top1 13.281 ( 13.707) top5 3.125 ( 2.566) | Test: [31][89/198] Time 0.718 Data 0.001 top1 11.719 ( 13.685) top5 2.344 ( 2.563) | Test: [31][90/198] Time 0.717 Data 0.001 top1 16.406 ( 13.715) top5 3.125 ( 2.569) | Test: [31][91/198] Time 0.735 Data 0.001 top1 16.406 ( 13.745) top5 2.344 ( 2.567) | Test: [31][92/198] Time 0.724 Data 0.001 top1 14.062 ( 13.748) top5 3.125 ( 2.573) | Test: [31][93/198] Time 0.723 Data 0.000 top1 11.719 ( 13.726) top5 2.344 ( 2.571) | Test: [31][94/198] Time 0.736 Data 0.001 top1 15.625 ( 13.747) top5 5.469 ( 2.601) | Test: [31][95/198] Time 0.728 Data 0.001 top1 10.156 ( 13.709) top5 3.906 ( 2.615) | Test: [31][96/198] Time 0.728 Data 0.001 top1 10.938 ( 13.680) top5 2.344 ( 2.612) | Test: [31][97/198] Time 0.718 Data 0.001 top1 12.500 ( 13.668) top5 4.688 ( 2.634) | Test: [31][98/198] Time 0.720 Data 0.001 top1 14.844 ( 13.680) top5 2.344 ( 2.631) | Test: [31][99/198] Time 0.721 Data 0.001 top1 11.719 ( 13.660) top5 0.781 ( 2.612) | Test: [31][100/198] Time 0.716 Data 0.001 top1 12.500 ( 13.648) top5 2.344 ( 2.609) | Test: [31][101/198] Time 0.716 Data 0.001 top1 9.375 ( 13.606) top5 0.000 ( 2.584) | Test: [31][102/198] Time 0.721 Data 0.001 top1 13.281 ( 13.603) top5 3.906 ( 2.597) | Test: [31][103/198] Time 0.743 Data 0.001 top1 15.625 ( 13.623) top5 3.125 ( 2.602) | Test: [31][104/198] Time 0.736 Data 0.001 top1 8.594 ( 13.574) top5 0.781 ( 2.584) | Test: [31][105/198] Time 0.727 Data 0.001 top1 10.938 ( 13.549) top5 1.562 ( 2.574) | Test: [31][106/198] Time 0.723 Data 0.001 top1 23.438 ( 13.642) top5 7.031 ( 2.616) | Test: [31][107/198] Time 0.726 Data 0.003 top1 14.844 ( 13.654) top5 3.125 ( 2.621) | Test: [31][108/198] Time 0.724 Data 0.001 top1 14.062 ( 13.657) top5 3.125 ( 2.626) | Test: [31][109/198] Time 0.721 Data 0.001 top1 13.281 ( 13.654) top5 3.125 ( 2.630) | Test: [31][110/198] Time 0.814 Data 0.001 top1 11.719 ( 13.636) top5 1.562 ( 2.621) | Test: [31][111/198] Time 0.823 Data 0.001 top1 16.406 ( 13.661) top5 1.562 ( 2.611) | Test: [31][112/198] Time 0.785 Data 0.001 top1 10.938 ( 13.637) top5 0.781 ( 2.595) | Test: [31][113/198] Time 0.759 Data 0.001 top1 11.719 ( 13.620) top5 3.906 ( 2.606) | Test: [31][114/198] Time 0.746 Data 0.001 top1 10.938 ( 13.596) top5 2.344 ( 2.604) | Test: [31][115/198] Time 0.731 Data 0.002 top1 10.938 ( 13.573) top5 2.344 ( 2.602) | Test: [31][116/198] Time 0.738 Data 0.001 top1 14.844 ( 13.584) top5 3.125 ( 2.606) | Test: [31][117/198] Time 0.719 Data 0.001 top1 14.062 ( 13.588) top5 3.125 ( 2.611) | Test: [31][118/198] Time 0.721 Data 0.001 top1 13.281 ( 13.586) top5 2.344 ( 2.609) | Test: [31][119/198] Time 0.718 Data 0.001 top1 17.188 ( 13.616) top5 3.906 ( 2.619) | Test: [31][120/198] Time 0.725 Data 0.001 top1 8.594 ( 13.574) top5 1.562 ( 2.611) | Test: [31][121/198] Time 0.716 Data 0.001 top1 10.938 ( 13.552) top5 4.688 ( 2.628) | Test: [31][122/198] Time 0.723 Data 0.001 top1 20.312 ( 13.608) top5 3.125 ( 2.632) | Test: [31][123/198] Time 0.718 Data 0.001 top1 19.531 ( 13.656) top5 3.906 ( 2.642) | Test: [31][124/198] Time 0.719 Data 0.001 top1 12.500 ( 13.647) top5 0.781 ( 2.627) | Test: [31][125/198] Time 0.723 Data 0.001 top1 10.938 ( 13.625) top5 2.344 ( 2.625) | Test: [31][126/198] Time 0.732 Data 0.001 top1 13.281 ( 13.622) top5 2.344 ( 2.623) | Test: [31][127/198] Time 0.737 Data 0.001 top1 21.094 ( 13.681) top5 3.906 ( 2.633) | Test: [31][128/198] Time 0.732 Data 0.001 top1 11.719 ( 13.666) top5 3.125 ( 2.637) | Test: [31][129/198] Time 0.720 Data 0.001 top1 8.594 ( 13.626) top5 3.125 ( 2.641) | Test: [31][130/198] Time 0.725 Data 0.001 top1 11.719 ( 13.612) top5 1.562 ( 2.632) | Test: [31][131/198] Time 0.718 Data 0.001 top1 12.500 ( 13.603) top5 3.906 ( 2.642) | Test: [31][132/198] Time 0.733 Data 0.001 top1 11.719 ( 13.589) top5 4.688 ( 2.657) | Test: [31][133/198] Time 0.725 Data 0.004 top1 11.719 ( 13.575) top5 2.344 ( 2.655) | Test: [31][134/198] Time 0.752 Data 0.001 top1 14.844 ( 13.584) top5 3.125 ( 2.659) | Test: [31][135/198] Time 0.720 Data 0.001 top1 13.281 ( 13.582) top5 3.906 ( 2.668) | Test: [31][136/198] Time 0.728 Data 0.001 top1 8.594 ( 13.545) top5 1.562 ( 2.660) | Test: [31][137/198] Time 0.740 Data 0.001 top1 12.500 ( 13.538) top5 0.000 ( 2.640) | Test: [31][138/198] Time 0.788 Data 0.001 top1 9.375 ( 13.508) top5 1.562 ( 2.632) | Test: [31][139/198] Time 0.795 Data 0.001 top1 14.062 ( 13.512) top5 2.344 ( 2.630) | Test: [31][140/198] Time 0.741 Data 0.001 top1 11.719 ( 13.499) top5 3.125 ( 2.634) | Test: [31][141/198] Time 0.737 Data 0.001 top1 20.312 ( 13.547) top5 3.125 ( 2.637) | Test: [31][142/198] Time 0.720 Data 0.001 top1 12.500 ( 13.540) top5 2.344 ( 2.635) | Test: [31][143/198] Time 0.722 Data 0.003 top1 14.844 ( 13.549) top5 3.906 ( 2.644) | Test: [31][144/198] Time 0.722 Data 0.001 top1 15.625 ( 13.563) top5 3.125 ( 2.648) | Test: [31][145/198] Time 0.727 Data 0.002 top1 9.375 ( 13.534) top5 1.562 ( 2.640) | Test: [31][146/198] Time 0.726 Data 0.001 top1 19.531 ( 13.576) top5 3.125 ( 2.643) | Test: [31][147/198] Time 0.717 Data 0.001 top1 12.500 ( 13.568) top5 1.562 ( 2.636) | Test: [31][148/198] Time 0.726 Data 0.001 top1 12.500 ( 13.561) top5 1.562 ( 2.629) | Test: [31][149/198] Time 0.725 Data 0.001 top1 7.812 ( 13.522) top5 1.562 ( 2.622) | Test: [31][150/198] Time 0.736 Data 0.001 top1 15.625 ( 13.536) top5 2.344 ( 2.620) | Test: [31][151/198] Time 0.729 Data 0.001 top1 16.406 ( 13.555) top5 6.250 ( 2.644) | Test: [31][152/198] Time 0.725 Data 0.001 top1 14.844 ( 13.564) top5 3.906 ( 2.652) | Test: [31][153/198] Time 0.716 Data 0.001 top1 10.156 ( 13.542) top5 1.562 ( 2.645) | Test: [31][154/198] Time 0.726 Data 0.001 top1 7.031 ( 13.499) top5 2.344 ( 2.643) | Test: [31][155/198] Time 0.716 Data 0.001 top1 16.406 ( 13.518) top5 2.344 ( 2.641) | Test: [31][156/198] Time 0.714 Data 0.000 top1 14.062 ( 13.522) top5 1.562 ( 2.634) | Test: [31][157/198] Time 0.721 Data 0.001 top1 14.844 ( 13.530) top5 3.125 ( 2.637) | Test: [31][158/198] Time 0.714 Data 0.001 top1 11.719 ( 13.519) top5 1.562 ( 2.631) | Test: [31][159/198] Time 0.713 Data 0.001 top1 12.500 ( 13.512) top5 3.906 ( 2.639) | Test: [31][160/198] Time 0.713 Data 0.001 top1 19.531 ( 13.550) top5 3.906 ( 2.646) | Test: [31][161/198] Time 0.723 Data 0.001 top1 16.406 ( 13.568) top5 1.562 ( 2.640) | Test: [31][162/198] Time 0.725 Data 0.001 top1 12.500 ( 13.561) top5 1.562 ( 2.633) | Test: [31][163/198] Time 0.722 Data 0.002 top1 14.844 ( 13.569) top5 4.688 ( 2.646) | Test: [31][164/198] Time 0.795 Data 0.001 top1 11.719 ( 13.558) top5 3.906 ( 2.653) | Test: [31][165/198] Time 0.811 Data 0.001 top1 13.281 ( 13.556) top5 4.688 ( 2.666) | Test: [31][166/198] Time 0.728 Data 0.001 top1 13.281 ( 13.554) top5 4.688 ( 2.678) | Test: [31][167/198] Time 0.816 Data 0.001 top1 12.500 ( 13.548) top5 0.781 ( 2.667) | Test: [31][168/198] Time 0.786 Data 0.001 top1 16.406 ( 13.565) top5 4.688 ( 2.679) | Test: [31][169/198] Time 0.726 Data 0.001 top1 15.625 ( 13.577) top5 1.562 ( 2.672) | Test: [31][170/198] Time 0.740 Data 0.001 top1 11.719 ( 13.566) top5 1.562 ( 2.665) | Test: [31][171/198] Time 0.756 Data 0.001 top1 10.938 ( 13.551) top5 6.250 ( 2.686) | Test: [31][172/198] Time 0.725 Data 0.001 top1 14.062 ( 13.554) top5 3.906 ( 2.693) | Test: [31][173/198] Time 0.723 Data 0.001 top1 13.281 ( 13.552) top5 3.906 ( 2.701) | Test: [31][174/198] Time 0.740 Data 0.001 top1 16.406 ( 13.569) top5 3.125 ( 2.703) | Test: [31][175/198] Time 0.729 Data 0.001 top1 9.375 ( 13.545) top5 1.562 ( 2.696) | Test: [31][176/198] Time 0.732 Data 0.001 top1 13.281 ( 13.543) top5 2.344 ( 2.694) | Test: [31][177/198] Time 0.737 Data 0.001 top1 11.719 ( 13.533) top5 1.562 ( 2.688) | Test: [31][178/198] Time 0.735 Data 0.001 top1 12.500 ( 13.527) top5 3.906 ( 2.695) | Test: [31][179/198] Time 0.715 Data 0.001 top1 14.062 ( 13.530) top5 3.125 ( 2.697) | Test: [31][180/198] Time 0.722 Data 0.001 top1 17.188 ( 13.550) top5 1.562 ( 2.691) | Test: [31][181/198] Time 0.727 Data 0.001 top1 12.500 ( 13.545) top5 3.906 ( 2.698) | Test: [31][182/198] Time 0.717 Data 0.001 top1 9.375 ( 13.522) top5 3.906 ( 2.704) | Test: [31][183/198] Time 0.717 Data 0.001 top1 11.719 ( 13.512) top5 4.688 ( 2.715) | Test: [31][184/198] Time 0.712 Data 0.001 top1 18.750 ( 13.540) top5 3.906 ( 2.722) | Test: [31][185/198] Time 0.724 Data 0.001 top1 8.594 ( 13.514) top5 1.562 ( 2.715) | Test: [31][186/198] Time 0.726 Data 0.001 top1 13.281 ( 13.512) top5 2.344 ( 2.713) | Test: [31][187/198] Time 0.719 Data 0.001 top1 17.969 ( 13.536) top5 1.562 ( 2.707) | Test: [31][188/198] Time 0.725 Data 0.000 top1 12.500 ( 13.531) top5 1.562 ( 2.701) | Test: [31][189/198] Time 0.720 Data 0.000 top1 15.625 ( 13.542) top5 1.562 ( 2.695) | Test: [31][190/198] Time 0.715 Data 0.000 top1 17.969 ( 13.565) top5 3.125 ( 2.697) | Test: [31][191/198] Time 0.719 Data 0.000 top1 14.062 ( 13.568) top5 3.906 ( 2.704) | Test: [31][192/198] Time 0.718 Data 0.001 top1 15.625 ( 13.578) top5 3.906 ( 2.710) | Test: [31][193/198] Time 0.724 Data 0.000 top1 10.156 ( 13.561) top5 3.125 ( 2.712) | Test: [31][194/198] Time 0.724 Data 0.000 top1 15.625 ( 13.571) top5 3.125 ( 2.714) | Test: [31][195/198] Time 0.732 Data 0.002 top1 17.969 ( 13.594) top5 4.688 ( 2.724) | Test: [31][196/198] Time 0.263 Data 0.001 top1 17.647 ( 13.614) top5 0.000 ( 2.710) | Test: [31][197/198] Time 0.714 Data 0.000 top1 14.844 ( 13.621) top5 3.125 ( 2.713) | Test: [31][198/198] Time 0.728 Data 0.000 top1 8.594 ( 13.595) top5 2.344 ( 2.711) * Finished epoch # 31 top1: 13.595 top5: 2.711 * Best model 13.595281862745 2.7107007575758 Epoch 32 => Training epoch # 32 | Epoch: [32][1/553] Time 16.507 Data 14.014 Err 0.4425 top1 13.281 top5 4.688 | Epoch: [32][2/553] Time 4.784 Data 2.338 Err 0.2750 top1 6.250 top5 0.781 | Epoch: [32][3/553] Time 2.445 Data 0.022 Err 0.3676 top1 7.031 top5 3.906 | Epoch: [32][4/553] Time 2.430 Data 0.001 Err 0.5808 top1 16.406 top5 4.688 | Epoch: [32][5/553] Time 2.435 Data 0.001 Err 0.4106 top1 10.938 top5 3.906 | Epoch: [32][6/553] Time 2.432 Data 0.001 Err 0.5091 top1 14.844 top5 3.125 | Epoch: [32][7/553] Time 2.428 Data 0.001 Err 0.3647 top1 10.156 top5 3.125 | Epoch: [32][8/553] Time 2.426 Data 0.001 Err 0.2395 top1 7.031 top5 0.781 | Epoch: [32][9/553] Time 2.452 Data 0.001 Err 0.4557 top1 9.375 top5 4.688 | Epoch: [32][10/553] Time 2.428 Data 0.000 Err 0.4496 top1 13.281 top5 5.469 | Epoch: [32][11/553] Time 2.428 Data 0.001 Err 0.4689 top1 13.281 top5 3.125 | Epoch: [32][12/553] Time 2.444 Data 0.001 Err 0.6500 top1 17.969 top5 7.031 | Epoch: [32][13/553] Time 2.435 Data 0.001 Err 0.4182 top1 14.062 top5 2.344 | Epoch: [32][14/553] Time 2.470 Data 0.001 Err 0.3468 top1 7.812 top5 2.344 | Epoch: [32][15/553] Time 2.440 Data 0.001 Err 0.3498 top1 10.938 top5 0.000 | Epoch: [32][16/553] Time 2.476 Data 0.001 Err 0.3929 top1 12.500 top5 2.344 | Epoch: [32][17/553] Time 2.443 Data 0.001 Err 0.3484 top1 7.812 top5 2.344 | Epoch: [32][18/553] Time 2.464 Data 0.001 Err 0.3647 top1 9.375 top5 1.562 | Epoch: [32][19/553] Time 2.429 Data 0.001 Err 0.5679 top1 11.719 top5 7.031 | Epoch: [32][20/553] Time 2.434 Data 0.001 Err 0.4837 top1 15.625 top5 3.125 | Epoch: [32][21/553] Time 2.438 Data 0.001 Err 0.4364 top1 10.938 top5 3.125 | Epoch: [32][22/553] Time 2.468 Data 0.001 Err 0.4691 top1 11.719 top5 3.125 | Epoch: [32][23/553] Time 2.452 Data 0.001 Err 0.5421 top1 14.062 top5 5.469 | Epoch: [32][24/553] Time 2.512 Data 0.001 Err 0.4318 top1 12.500 top5 4.688 | Epoch: [32][25/553] Time 2.433 Data 0.001 Err 0.3300 top1 9.375 top5 1.562 | Epoch: [32][26/553] Time 2.464 Data 0.002 Err 0.4143 top1 10.156 top5 2.344 | Epoch: [32][27/553] Time 2.434 Data 0.001 Err 0.5197 top1 14.062 top5 3.906 | Epoch: [32][28/553] Time 2.447 Data 0.001 Err 0.4106 top1 15.625 top5 0.781 | Epoch: [32][29/553] Time 2.455 Data 0.001 Err 0.3901 top1 10.938 top5 3.125 | Epoch: [32][30/553] Time 2.476 Data 0.000 Err 0.4297 top1 10.938 top5 5.469 | Epoch: [32][31/553] Time 2.492 Data 0.001 Err 0.3781 top1 11.719 top5 1.562 | Epoch: [32][32/553] Time 2.437 Data 0.001 Err 0.3345 top1 10.156 top5 1.562 | Epoch: [32][33/553] Time 2.445 Data 0.001 Err 0.3564 top1 9.375 top5 0.781 | Epoch: [32][34/553] Time 2.432 Data 0.001 Err 0.4058 top1 10.938 top5 3.906 | Epoch: [32][35/553] Time 2.480 Data 0.001 Err 0.6259 top1 15.625 top5 6.250 | Epoch: [32][36/553] Time 2.447 Data 0.001 Err 0.5435 top1 13.281 top5 4.688 | Epoch: [32][37/553] Time 2.438 Data 0.001 Err 0.4773 top1 10.938 top5 3.125 | Epoch: [32][38/553] Time 2.448 Data 0.001 Err 0.3716 top1 7.812 top5 3.125 | Epoch: [32][39/553] Time 2.480 Data 0.001 Err 0.3494 top1 5.469 top5 2.344 | Epoch: [32][40/553] Time 2.467 Data 0.001 Err 0.3472 top1 10.156 top5 2.344 | Epoch: [32][41/553] Time 2.438 Data 0.001 Err 0.4771 top1 9.375 top5 2.344 | Epoch: [32][42/553] Time 2.475 Data 0.001 Err 0.4580 top1 11.719 top5 3.906 | Epoch: [32][43/553] Time 2.466 Data 0.001 Err 0.4397 top1 11.719 top5 3.906 | Epoch: [32][44/553] Time 2.478 Data 0.001 Err 0.5606 top1 14.062 top5 6.250 | Epoch: [32][45/553] Time 2.453 Data 0.002 Err 0.4881 top1 10.156 top5 3.906 | Epoch: [32][46/553] Time 2.466 Data 0.001 Err 0.4389 top1 12.500 top5 3.906 | Epoch: [32][47/553] Time 2.473 Data 0.001 Err 0.6396 top1 16.406 top5 4.688 | Epoch: [32][48/553] Time 2.501 Data 0.001 Err 0.4361 top1 10.938 top5 2.344 | Epoch: [32][49/553] Time 2.478 Data 0.001 Err 0.3754 top1 9.375 top5 0.781 | Epoch: [32][50/553] Time 2.445 Data 0.000 Err 0.3755 top1 10.156 top5 1.562 | Epoch: [32][51/553] Time 2.449 Data 0.001 Err 0.2825 top1 8.594 top5 0.781 | Epoch: [32][52/553] Time 2.453 Data 0.001 Err 0.6216 top1 18.750 top5 5.469 | Epoch: [32][53/553] Time 2.477 Data 0.001 Err 0.5293 top1 15.625 top5 2.344 | Epoch: [32][54/553] Time 2.493 Data 0.001 Err 0.5944 top1 15.625 top5 5.469 | Epoch: [32][55/553] Time 2.475 Data 0.001 Err 0.4782 top1 13.281 top5 3.906 | Epoch: [32][56/553] Time 2.512 Data 0.001 Err 0.4183 top1 10.938 top5 4.688 | Epoch: [32][57/553] Time 2.452 Data 0.001 Err 0.4504 top1 9.375 top5 3.906 | Epoch: [32][58/553] Time 2.445 Data 0.001 Err 0.3390 top1 9.375 top5 3.125 | Epoch: [32][59/553] Time 2.484 Data 0.001 Err 0.4305 top1 14.062 top5 2.344 | Epoch: [32][60/553] Time 2.452 Data 0.001 Err 0.3490 top1 10.156 top5 0.000 | Epoch: [32][61/553] Time 2.448 Data 0.001 Err 0.3704 top1 9.375 top5 4.688 | Epoch: [32][62/553] Time 2.440 Data 0.001 Err 0.3161 top1 7.812 top5 0.000 | Epoch: [32][63/553] Time 2.440 Data 0.001 Err 0.3364 top1 9.375 top5 2.344 | Epoch: [32][64/553] Time 2.452 Data 0.001 Err 0.5617 top1 13.281 top5 3.906 | Epoch: [32][65/553] Time 2.447 Data 0.001 Err 0.3560 top1 12.500 top5 2.344 | Epoch: [32][66/553] Time 2.527 Data 0.001 Err 0.4366 top1 14.844 top5 5.469 | Epoch: [32][67/553] Time 2.456 Data 0.001 Err 0.4003 top1 11.719 top5 2.344 | Epoch: [32][68/553] Time 2.489 Data 0.001 Err 0.4609 top1 14.844 top5 2.344 | Epoch: [32][69/553] Time 2.452 Data 0.001 Err 0.5388 top1 14.844 top5 5.469 | Epoch: [32][70/553] Time 2.467 Data 0.001 Err 0.2977 top1 7.812 top5 0.781 | Epoch: [32][71/553] Time 2.505 Data 0.001 Err 0.3924 top1 9.375 top5 2.344 | Epoch: [32][72/553] Time 2.510 Data 0.001 Err 0.4280 top1 13.281 top5 2.344 | Epoch: [32][73/553] Time 2.448 Data 0.000 Err 0.5210 top1 15.625 top5 5.469 | Epoch: [32][74/553] Time 2.480 Data 0.001 Err 0.4473 top1 10.156 top5 3.906 | Epoch: [32][75/553] Time 2.438 Data 0.001 Err 0.4510 top1 13.281 top5 3.906 | Epoch: [32][76/553] Time 2.481 Data 0.001 Err 0.5283 top1 14.844 top5 6.250 | Epoch: [32][77/553] Time 2.479 Data 0.001 Err 0.5243 top1 12.500 top5 4.688 | Epoch: [32][78/553] Time 2.477 Data 0.001 Err 0.4183 top1 11.719 top5 3.125 | Epoch: [32][79/553] Time 2.522 Data 0.001 Err 0.6732 top1 17.969 top5 5.469 | Epoch: [32][80/553] Time 2.467 Data 0.001 Err 0.4225 top1 12.500 top5 2.344 | Epoch: [32][81/553] Time 2.445 Data 0.001 Err 0.4202 top1 11.719 top5 3.125 | Epoch: [32][82/553] Time 2.476 Data 0.001 Err 0.5416 top1 10.156 top5 4.688 | Epoch: [32][83/553] Time 2.446 Data 0.001 Err 0.3265 top1 11.719 top5 0.000 | Epoch: [32][84/553] Time 2.484 Data 0.001 Err 0.5513 top1 14.844 top5 4.688 | Epoch: [32][85/553] Time 2.448 Data 0.003 Err 0.4101 top1 9.375 top5 3.906 | Epoch: [32][86/553] Time 2.445 Data 0.001 Err 0.4992 top1 14.062 top5 3.906 | Epoch: [32][87/553] Time 2.530 Data 0.001 Err 0.5651 top1 15.625 top5 3.906 | Epoch: [32][88/553] Time 2.461 Data 0.001 Err 0.6741 top1 13.281 top5 7.031 | Epoch: [32][89/553] Time 2.450 Data 0.000 Err 0.4119 top1 11.719 top5 3.125 | Epoch: [32][90/553] Time 2.472 Data 0.001 Err 0.5249 top1 13.281 top5 6.250 | Epoch: [32][91/553] Time 2.486 Data 0.001 Err 0.5221 top1 16.406 top5 1.562 | Epoch: [32][92/553] Time 2.480 Data 0.001 Err 0.5044 top1 13.281 top5 3.906 | Epoch: [32][93/553] Time 2.441 Data 0.001 Err 0.4133 top1 10.156 top5 3.125 | Epoch: [32][94/553] Time 2.497 Data 0.001 Err 0.3635 top1 8.594 top5 3.125 | Epoch: [32][95/553] Time 2.456 Data 0.001 Err 0.4690 top1 12.500 top5 3.125 | Epoch: [32][96/553] Time 2.455 Data 0.001 Err 0.4307 top1 11.719 top5 3.906 | Epoch: [32][97/553] Time 2.449 Data 0.001 Err 0.3927 top1 11.719 top5 1.562 | Epoch: [32][98/553] Time 2.454 Data 0.001 Err 0.3629 top1 10.938 top5 3.906 | Epoch: [32][99/553] Time 2.482 Data 0.001 Err 0.3712 top1 8.594 top5 3.125 | Epoch: [32][100/553] Time 2.505 Data 0.001 Err 0.5008 top1 15.625 top5 3.906 | Epoch: [32][101/553] Time 2.451 Data 0.001 Err 0.4464 top1 10.156 top5 4.688 | Epoch: [32][102/553] Time 2.486 Data 0.001 Err 0.4314 top1 12.500 top5 2.344 | Epoch: [32][103/553] Time 2.507 Data 0.001 Err 0.3985 top1 12.500 top5 1.562 | Epoch: [32][104/553] Time 2.465 Data 0.002 Err 0.4855 top1 12.500 top5 4.688 | Epoch: [32][105/553] Time 2.502 Data 0.001 Err 0.3583 top1 10.938 top5 0.781 | Epoch: [32][106/553] Time 2.478 Data 0.001 Err 0.3898 top1 9.375 top5 3.906 | Epoch: [32][107/553] Time 2.435 Data 0.001 Err 0.5313 top1 16.406 top5 3.906 | Epoch: [32][108/553] Time 2.484 Data 0.001 Err 0.4914 top1 9.375 top5 4.688 | Epoch: [32][109/553] Time 2.447 Data 0.001 Err 0.4506 top1 10.938 top5 3.906 | Epoch: [32][110/553] Time 2.435 Data 0.001 Err 0.4561 top1 10.938 top5 3.906 | Epoch: [32][111/553] Time 2.449 Data 0.001 Err 0.3508 top1 9.375 top5 2.344 | Epoch: [32][112/553] Time 2.448 Data 0.001 Err 0.4529 top1 12.500 top5 3.906 | Epoch: [32][113/553] Time 2.460 Data 0.001 Err 0.4002 top1 9.375 top5 2.344 | Epoch: [32][114/553] Time 2.477 Data 0.001 Err 0.5086 top1 13.281 top5 5.469 | Epoch: [32][115/553] Time 2.449 Data 0.000 Err 0.3878 top1 10.938 top5 2.344 | Epoch: [32][116/553] Time 2.457 Data 0.001 Err 0.4797 top1 13.281 top5 4.688 | Epoch: [32][117/553] Time 2.441 Data 0.001 Err 0.4739 top1 12.500 top5 4.688 | Epoch: [32][118/553] Time 2.487 Data 0.001 Err 0.3345 top1 7.812 top5 2.344 | Epoch: [32][119/553] Time 2.487 Data 0.001 Err 0.5131 top1 11.719 top5 7.031 | Epoch: [32][120/553] Time 2.455 Data 0.001 Err 0.4024 top1 8.594 top5 3.125 | Epoch: [32][121/553] Time 2.450 Data 0.001 Err 0.3804 top1 8.594 top5 3.906 | Epoch: [32][122/553] Time 2.486 Data 0.001 Err 0.3972 top1 11.719 top5 3.125 | Epoch: [32][123/553] Time 2.476 Data 0.002 Err 0.3844 top1 10.156 top5 0.781 | Epoch: [32][124/553] Time 2.529 Data 0.001 Err 0.3874 top1 10.938 top5 2.344 | Epoch: [32][125/553] Time 2.453 Data 0.001 Err 0.3747 top1 9.375 top5 2.344 | Epoch: [32][126/553] Time 2.442 Data 0.001 Err 0.5994 top1 15.625 top5 7.812 | Epoch: [32][127/553] Time 2.444 Data 0.001 Err 0.5439 top1 10.938 top5 4.688 | Epoch: [32][128/553] Time 2.489 Data 0.001 Err 0.3545 top1 8.594 top5 2.344 | Epoch: [32][129/553] Time 2.458 Data 0.001 Err 0.4775 top1 14.062 top5 3.125 | Epoch: [32][130/553] Time 2.463 Data 0.001 Err 0.3093 top1 8.594 top5 2.344 | Epoch: [32][131/553] Time 2.478 Data 0.001 Err 0.2635 top1 5.469 top5 0.781 | Epoch: [32][132/553] Time 2.500 Data 0.001 Err 0.5515 top1 19.531 top5 3.906 | Epoch: [32][133/553] Time 2.474 Data 0.001 Err 0.6860 top1 19.531 top5 5.469 | Epoch: [32][134/553] Time 2.465 Data 0.001 Err 0.4481 top1 12.500 top5 2.344 | Epoch: [32][135/553] Time 2.484 Data 0.001 Err 0.6087 top1 17.188 top5 5.469 | Epoch: [32][136/553] Time 2.456 Data 0.001 Err 0.3418 top1 9.375 top5 1.562 | Epoch: [32][137/553] Time 2.443 Data 0.001 Err 0.5427 top1 12.500 top5 4.688 | Epoch: [32][138/553] Time 2.485 Data 0.001 Err 0.4430 top1 9.375 top5 3.906 | Epoch: [32][139/553] Time 2.480 Data 0.001 Err 0.5460 top1 14.062 top5 6.250 | Epoch: [32][140/553] Time 2.444 Data 0.001 Err 0.3548 top1 9.375 top5 1.562 | Epoch: [32][141/553] Time 2.441 Data 0.001 Err 0.4124 top1 13.281 top5 3.125 | Epoch: [32][142/553] Time 2.533 Data 0.001 Err 0.5360 top1 14.062 top5 6.250 | Epoch: [32][143/553] Time 2.481 Data 0.001 Err 0.5854 top1 17.969 top5 4.688 | Epoch: [32][144/553] Time 2.433 Data 0.001 Err 0.4313 top1 12.500 top5 3.906 | Epoch: [32][145/553] Time 2.438 Data 0.000 Err 0.5337 top1 14.062 top5 3.125 | Epoch: [32][146/553] Time 2.473 Data 0.001 Err 0.6361 top1 14.844 top5 7.031 | Epoch: [32][147/553] Time 2.454 Data 0.001 Err 0.3568 top1 9.375 top5 0.781 | Epoch: [32][148/553] Time 2.517 Data 0.001 Err 0.4496 top1 12.500 top5 1.562 | Epoch: [32][149/553] Time 2.438 Data 0.001 Err 0.3807 top1 9.375 top5 3.906 | Epoch: [32][150/553] Time 2.493 Data 0.001 Err 0.3897 top1 10.156 top5 3.906 | Epoch: [32][151/553] Time 2.487 Data 0.001 Err 0.4149 top1 11.719 top5 5.469 | Epoch: [32][152/553] Time 2.454 Data 0.001 Err 0.2964 top1 7.812 top5 3.125 | Epoch: [32][153/553] Time 2.438 Data 0.001 Err 0.4708 top1 11.719 top5 4.688 | Epoch: [32][154/553] Time 2.519 Data 0.001 Err 0.5638 top1 14.844 top5 7.031 | Epoch: [32][155/553] Time 2.443 Data 0.001 Err 0.4593 top1 10.938 top5 3.906 | Epoch: [32][156/553] Time 2.450 Data 0.001 Err 0.5698 top1 12.500 top5 4.688 | Epoch: [32][157/553] Time 2.447 Data 0.001 Err 0.5552 top1 14.062 top5 7.031 | Epoch: [32][158/553] Time 2.505 Data 0.001 Err 0.5449 top1 10.938 top5 5.469 | Epoch: [32][159/553] Time 2.520 Data 0.001 Err 0.5330 top1 15.625 top5 3.125 | Epoch: [32][160/553] Time 2.442 Data 0.001 Err 0.6209 top1 15.625 top5 5.469 | Epoch: [32][161/553] Time 2.445 Data 0.003 Err 0.5322 top1 14.062 top5 2.344 | Epoch: [32][162/553] Time 2.471 Data 0.001 Err 0.4470 top1 14.062 top5 3.906 | Epoch: [32][163/553] Time 2.447 Data 0.001 Err 0.3829 top1 10.938 top5 2.344 | Epoch: [32][164/553] Time 2.469 Data 0.001 Err 0.4213 top1 11.719 top5 2.344 | Epoch: [32][165/553] Time 2.455 Data 0.001 Err 0.5329 top1 14.062 top5 3.906 | Epoch: [32][166/553] Time 2.440 Data 0.001 Err 0.4332 top1 10.938 top5 3.125 | Epoch: [32][167/553] Time 2.435 Data 0.001 Err 0.4708 top1 13.281 top5 3.125 | Epoch: [32][168/553] Time 2.464 Data 0.001 Err 0.5241 top1 13.281 top5 4.688 | Epoch: [32][169/553] Time 2.456 Data 0.001 Err 0.4461 top1 10.156 top5 4.688 | Epoch: [32][170/553] Time 2.493 Data 0.001 Err 0.3767 top1 10.938 top5 3.906 | Epoch: [32][171/553] Time 2.458 Data 0.001 Err 0.3991 top1 10.156 top5 2.344 | Epoch: [32][172/553] Time 2.483 Data 0.001 Err 0.3934 top1 12.500 top5 2.344 | Epoch: [32][173/553] Time 2.446 Data 0.001 Err 0.4781 top1 12.500 top5 4.688 | Epoch: [32][174/553] Time 2.479 Data 0.001 Err 0.4411 top1 9.375 top5 4.688 | Epoch: [32][175/553] Time 2.446 Data 0.001 Err 0.5665 top1 14.062 top5 3.906 | Epoch: [32][176/553] Time 2.469 Data 0.001 Err 0.4495 top1 10.156 top5 2.344 | Epoch: [32][177/553] Time 2.478 Data 0.001 Err 0.4171 top1 14.062 top5 1.562 | Epoch: [32][178/553] Time 2.447 Data 0.001 Err 0.4354 top1 12.500 top5 3.906 | Epoch: [32][179/553] Time 2.450 Data 0.001 Err 0.5566 top1 11.719 top5 6.250 | Epoch: [32][180/553] Time 2.449 Data 0.003 Err 0.5441 top1 18.750 top5 5.469 | Epoch: [32][181/553] Time 2.448 Data 0.001 Err 0.3404 top1 9.375 top5 2.344 | Epoch: [32][182/553] Time 2.450 Data 0.001 Err 0.4194 top1 14.062 top5 3.906 | Epoch: [32][183/553] Time 2.452 Data 0.001 Err 0.5854 top1 16.406 top5 4.688 | Epoch: [32][184/553] Time 2.438 Data 0.001 Err 0.5916 top1 17.188 top5 5.469 | Epoch: [32][185/553] Time 2.444 Data 0.001 Err 0.4471 top1 14.062 top5 4.688 | Epoch: [32][186/553] Time 2.438 Data 0.001 Err 0.3841 top1 12.500 top5 2.344 | Epoch: [32][187/553] Time 2.437 Data 0.001 Err 0.5815 top1 15.625 top5 5.469 | Epoch: [32][188/553] Time 2.438 Data 0.001 Err 0.3023 top1 5.469 top5 2.344 | Epoch: [32][189/553] Time 2.435 Data 0.001 Err 0.5537 top1 13.281 top5 3.125 | Epoch: [32][190/553] Time 2.450 Data 0.001 Err 0.5942 top1 14.062 top5 6.250 | Epoch: [32][191/553] Time 2.481 Data 0.001 Err 0.4405 top1 10.156 top5 2.344 | Epoch: [32][192/553] Time 2.448 Data 0.001 Err 0.4221 top1 10.938 top5 4.688 | Epoch: [32][193/553] Time 2.457 Data 0.001 Err 0.5584 top1 17.188 top5 5.469 | Epoch: [32][194/553] Time 2.467 Data 0.001 Err 0.5108 top1 10.938 top5 4.688 | Epoch: [32][195/553] Time 2.456 Data 0.001 Err 0.3075 top1 10.938 top5 2.344 | Epoch: [32][196/553] Time 2.443 Data 0.001 Err 0.4641 top1 14.844 top5 4.688 | Epoch: [32][197/553] Time 2.451 Data 0.001 Err 0.3750 top1 10.938 top5 1.562 | Epoch: [32][198/553] Time 2.490 Data 0.001 Err 0.6367 top1 17.188 top5 5.469 | Epoch: [32][199/553] Time 2.492 Data 0.004 Err 0.4861 top1 12.500 top5 1.562 | Epoch: [32][200/553] Time 2.453 Data 0.001 Err 0.6420 top1 17.969 top5 6.250 | Epoch: [32][201/553] Time 2.451 Data 0.001 Err 0.4000 top1 9.375 top5 3.906 | Epoch: [32][202/553] Time 2.444 Data 0.001 Err 0.3182 top1 9.375 top5 1.562 | Epoch: [32][203/553] Time 2.448 Data 0.001 Err 0.3720 top1 10.156 top5 1.562 | Epoch: [32][204/553] Time 2.446 Data 0.001 Err 0.5280 top1 11.719 top5 4.688 | Epoch: [32][205/553] Time 2.456 Data 0.001 Err 0.3385 top1 11.719 top5 1.562 | Epoch: [32][206/553] Time 2.501 Data 0.001 Err 0.4483 top1 11.719 top5 2.344 | Epoch: [32][207/553] Time 2.468 Data 0.001 Err 0.4468 top1 14.062 top5 2.344 | Epoch: [32][208/553] Time 2.467 Data 0.001 Err 0.5619 top1 17.188 top5 4.688 | Epoch: [32][209/553] Time 2.497 Data 0.001 Err 0.2922 top1 6.250 top5 1.562 | Epoch: [32][210/553] Time 2.446 Data 0.001 Err 0.5602 top1 12.500 top5 5.469 | Epoch: [32][211/553] Time 2.459 Data 0.001 Err 0.3875 top1 10.938 top5 3.125 | Epoch: [32][212/553] Time 2.447 Data 0.001 Err 0.4990 top1 14.844 top5 3.125 | Epoch: [32][213/553] Time 2.455 Data 0.001 Err 0.5612 top1 13.281 top5 5.469 | Epoch: [32][214/553] Time 2.450 Data 0.001 Err 0.5135 top1 11.719 top5 4.688 | Epoch: [32][215/553] Time 2.442 Data 0.001 Err 0.5416 top1 16.406 top5 2.344 | Epoch: [32][216/553] Time 2.530 Data 0.001 Err 0.3070 top1 7.812 top5 1.562 | Epoch: [32][217/553] Time 2.453 Data 0.001 Err 0.3947 top1 9.375 top5 3.125 | Epoch: [32][218/553] Time 2.514 Data 0.004 Err 0.4163 top1 10.938 top5 3.906 | Epoch: [32][219/553] Time 2.460 Data 0.001 Err 0.4778 top1 12.500 top5 3.125 | Epoch: [32][220/553] Time 2.511 Data 0.001 Err 0.3946 top1 10.938 top5 2.344 | Epoch: [32][221/553] Time 2.448 Data 0.001 Err 0.4754 top1 10.938 top5 4.688 | Epoch: [32][222/553] Time 2.450 Data 0.001 Err 0.2943 top1 7.031 top5 2.344 | Epoch: [32][223/553] Time 2.462 Data 0.001 Err 0.3863 top1 7.812 top5 3.125 | Epoch: [32][224/553] Time 2.453 Data 0.001 Err 0.4147 top1 10.938 top5 3.906 | Epoch: [32][225/553] Time 2.447 Data 0.001 Err 0.4761 top1 11.719 top5 5.469 | Epoch: [32][226/553] Time 2.467 Data 0.001 Err 0.5354 top1 15.625 top5 5.469 | Epoch: [32][227/553] Time 2.500 Data 0.001 Err 0.5045 top1 11.719 top5 4.688 | Epoch: [32][228/553] Time 2.504 Data 0.001 Err 0.4955 top1 10.938 top5 3.906 | Epoch: [32][229/553] Time 2.453 Data 0.001 Err 0.3097 top1 5.469 top5 1.562 | Epoch: [32][230/553] Time 2.449 Data 0.001 Err 0.3237 top1 9.375 top5 3.125 | Epoch: [32][231/553] Time 2.459 Data 0.001 Err 0.4595 top1 11.719 top5 3.906 | Epoch: [32][232/553] Time 2.454 Data 0.001 Err 0.3705 top1 10.938 top5 2.344 | Epoch: [32][233/553] Time 2.442 Data 0.001 Err 0.4655 top1 14.844 top5 2.344 | Epoch: [32][234/553] Time 2.442 Data 0.001 Err 0.3595 top1 10.156 top5 3.125 | Epoch: [32][235/553] Time 2.442 Data 0.001 Err 0.4106 top1 8.594 top5 4.688 | Epoch: [32][236/553] Time 2.482 Data 0.001 Err 0.4148 top1 12.500 top5 1.562 | Epoch: [32][237/553] Time 2.450 Data 0.002 Err 0.3077 top1 8.594 top5 1.562 | Epoch: [32][238/553] Time 2.506 Data 0.001 Err 0.4444 top1 11.719 top5 3.906 | Epoch: [32][239/553] Time 2.499 Data 0.001 Err 0.3722 top1 9.375 top5 3.906 | Epoch: [32][240/553] Time 2.453 Data 0.001 Err 0.3885 top1 11.719 top5 1.562 | Epoch: [32][241/553] Time 2.436 Data 0.001 Err 0.5125 top1 13.281 top5 3.906 | Epoch: [32][242/553] Time 2.434 Data 0.001 Err 0.5410 top1 16.406 top5 3.906 | Epoch: [32][243/553] Time 2.452 Data 0.001 Err 0.5976 top1 15.625 top5 3.906 | Epoch: [32][244/553] Time 2.449 Data 0.001 Err 0.4956 top1 11.719 top5 4.688 | Epoch: [32][245/553] Time 2.453 Data 0.001 Err 0.4997 top1 10.938 top5 3.906 | Epoch: [32][246/553] Time 2.453 Data 0.001 Err 0.4317 top1 11.719 top5 3.125 | Epoch: [32][247/553] Time 2.503 Data 0.001 Err 0.4764 top1 11.719 top5 2.344 | Epoch: [32][248/553] Time 2.504 Data 0.001 Err 0.4421 top1 11.719 top5 3.906 | Epoch: [32][249/553] Time 2.455 Data 0.001 Err 0.6738 top1 17.188 top5 6.250 | Epoch: [32][250/553] Time 2.459 Data 0.001 Err 0.4204 top1 9.375 top5 5.469 | Epoch: [32][251/553] Time 2.451 Data 0.001 Err 0.4651 top1 10.156 top5 4.688 | Epoch: [32][252/553] Time 2.485 Data 0.001 Err 0.6759 top1 16.406 top5 6.250 | Epoch: [32][253/553] Time 2.490 Data 0.001 Err 0.5798 top1 11.719 top5 5.469 | Epoch: [32][254/553] Time 2.482 Data 0.001 Err 0.4949 top1 13.281 top5 5.469 | Epoch: [32][255/553] Time 2.445 Data 0.001 Err 0.4014 top1 8.594 top5 2.344 | Epoch: [32][256/553] Time 2.459 Data 0.004 Err 0.4806 top1 13.281 top5 3.125 | Epoch: [32][257/553] Time 2.447 Data 0.001 Err 0.3631 top1 10.156 top5 1.562 | Epoch: [32][258/553] Time 2.454 Data 0.001 Err 0.5442 top1 14.844 top5 2.344 | Epoch: [32][259/553] Time 2.452 Data 0.001 Err 0.3668 top1 8.594 top5 2.344 | Epoch: [32][260/553] Time 2.480 Data 0.001 Err 0.4298 top1 11.719 top5 3.906 | Epoch: [32][261/553] Time 2.447 Data 0.000 Err 0.3847 top1 10.156 top5 2.344 | Epoch: [32][262/553] Time 2.497 Data 0.001 Err 0.5113 top1 12.500 top5 5.469 | Epoch: [32][263/553] Time 2.437 Data 0.001 Err 0.5870 top1 15.625 top5 3.906 | Epoch: [32][264/553] Time 2.452 Data 0.001 Err 0.3107 top1 8.594 top5 3.125 | Epoch: [32][265/553] Time 2.459 Data 0.001 Err 0.2935 top1 7.031 top5 1.562 | Epoch: [32][266/553] Time 2.494 Data 0.001 Err 0.4377 top1 10.938 top5 4.688 | Epoch: [32][267/553] Time 2.446 Data 0.001 Err 0.5062 top1 13.281 top5 4.688 | Epoch: [32][268/553] Time 2.442 Data 0.001 Err 0.4175 top1 10.156 top5 3.906 | Epoch: [32][269/553] Time 2.436 Data 0.001 Err 0.3488 top1 7.812 top5 3.125 | Epoch: [32][270/553] Time 2.442 Data 0.001 Err 0.2674 top1 6.250 top5 1.562 | Epoch: [32][271/553] Time 2.449 Data 0.001 Err 0.2860 top1 8.594 top5 0.781 | Epoch: [32][272/553] Time 2.443 Data 0.001 Err 0.4648 top1 10.938 top5 3.125 | Epoch: [32][273/553] Time 2.444 Data 0.001 Err 0.4945 top1 14.062 top5 3.906 | Epoch: [32][274/553] Time 2.500 Data 0.001 Err 0.2535 top1 7.031 top5 0.000 | Epoch: [32][275/553] Time 2.445 Data 0.001 Err 0.3571 top1 8.594 top5 3.125 | Epoch: [32][276/553] Time 2.463 Data 0.001 Err 0.4872 top1 12.500 top5 3.906 | Epoch: [32][277/553] Time 2.455 Data 0.001 Err 0.3417 top1 7.812 top5 1.562 | Epoch: [32][278/553] Time 2.447 Data 0.001 Err 0.3275 top1 9.375 top5 1.562 | Epoch: [32][279/553] Time 2.509 Data 0.001 Err 0.3127 top1 8.594 top5 1.562 | Epoch: [32][280/553] Time 2.490 Data 0.001 Err 0.6066 top1 17.188 top5 7.031 | Epoch: [32][281/553] Time 2.452 Data 0.001 Err 0.4248 top1 14.062 top5 2.344 | Epoch: [32][282/553] Time 2.448 Data 0.001 Err 0.4478 top1 12.500 top5 2.344 | Epoch: [32][283/553] Time 2.439 Data 0.001 Err 0.3197 top1 9.375 top5 1.562 | Epoch: [32][284/553] Time 2.478 Data 0.001 Err 0.3003 top1 9.375 top5 1.562 | Epoch: [32][285/553] Time 2.496 Data 0.001 Err 0.3952 top1 10.938 top5 3.125 | Epoch: [32][286/553] Time 2.514 Data 0.001 Err 0.4329 top1 11.719 top5 3.906 | Epoch: [32][287/553] Time 2.451 Data 0.001 Err 0.3539 top1 7.812 top5 2.344 | Epoch: [32][288/553] Time 2.475 Data 0.001 Err 0.3770 top1 11.719 top5 1.562 | Epoch: [32][289/553] Time 2.450 Data 0.001 Err 0.3847 top1 10.156 top5 3.125 | Epoch: [32][290/553] Time 2.443 Data 0.001 Err 0.3727 top1 10.156 top5 3.125 | Epoch: [32][291/553] Time 2.448 Data 0.001 Err 0.5046 top1 13.281 top5 3.125 | Epoch: [32][292/553] Time 2.481 Data 0.001 Err 0.3153 top1 8.594 top5 2.344 | Epoch: [32][293/553] Time 2.444 Data 0.001 Err 0.3894 top1 13.281 top5 1.562 | Epoch: [32][294/553] Time 2.473 Data 0.004 Err 0.4288 top1 11.719 top5 4.688 | Epoch: [32][295/553] Time 2.501 Data 0.001 Err 0.3863 top1 11.719 top5 0.781 | Epoch: [32][296/553] Time 2.475 Data 0.001 Err 0.3920 top1 10.938 top5 1.562 | Epoch: [32][297/553] Time 2.444 Data 0.001 Err 0.4165 top1 12.500 top5 3.906 | Epoch: [32][298/553] Time 2.441 Data 0.001 Err 0.4458 top1 16.406 top5 0.781 | Epoch: [32][299/553] Time 2.472 Data 0.001 Err 0.5202 top1 15.625 top5 2.344 | Epoch: [32][300/553] Time 2.438 Data 0.001 Err 0.4536 top1 12.500 top5 2.344 | Epoch: [32][301/553] Time 2.442 Data 0.001 Err 0.4215 top1 10.938 top5 3.125 | Epoch: [32][302/553] Time 2.526 Data 0.001 Err 0.4554 top1 13.281 top5 4.688 | Epoch: [32][303/553] Time 2.448 Data 0.001 Err 0.4898 top1 14.844 top5 3.906 | Epoch: [32][304/553] Time 2.485 Data 0.001 Err 0.4615 top1 11.719 top5 5.469 | Epoch: [32][305/553] Time 2.450 Data 0.001 Err 0.4643 top1 14.062 top5 2.344 | Epoch: [32][306/553] Time 2.448 Data 0.001 Err 0.5974 top1 17.188 top5 5.469 | Epoch: [32][307/553] Time 2.451 Data 0.001 Err 0.3410 top1 9.375 top5 2.344 | Epoch: [32][308/553] Time 2.470 Data 0.001 Err 0.2929 top1 10.156 top5 0.781 | Epoch: [32][309/553] Time 2.447 Data 0.001 Err 0.5173 top1 13.281 top5 3.906 | Epoch: [32][310/553] Time 2.435 Data 0.001 Err 0.4466 top1 12.500 top5 4.688 | Epoch: [32][311/553] Time 2.468 Data 0.001 Err 0.4306 top1 10.938 top5 3.125 | Epoch: [32][312/553] Time 2.480 Data 0.001 Err 0.3658 top1 10.156 top5 2.344 | Epoch: [32][313/553] Time 2.451 Data 0.001 Err 0.4979 top1 13.281 top5 6.250 | Epoch: [32][314/553] Time 2.512 Data 0.001 Err 0.3571 top1 10.156 top5 2.344 | Epoch: [32][315/553] Time 2.452 Data 0.000 Err 0.3933 top1 9.375 top5 4.688 | Epoch: [32][316/553] Time 2.480 Data 0.000 Err 0.4151 top1 12.500 top5 2.344 | Epoch: [32][317/553] Time 2.468 Data 0.001 Err 0.4770 top1 14.062 top5 3.125 | Epoch: [32][318/553] Time 2.441 Data 0.001 Err 0.4269 top1 14.062 top5 2.344 | Epoch: [32][319/553] Time 2.489 Data 0.001 Err 0.4439 top1 10.156 top5 2.344 | Epoch: [32][320/553] Time 2.476 Data 0.001 Err 0.3837 top1 9.375 top5 1.562 | Epoch: [32][321/553] Time 2.451 Data 0.001 Err 0.4539 top1 12.500 top5 2.344 | Epoch: [32][322/553] Time 2.462 Data 0.001 Err 0.4336 top1 12.500 top5 3.125 | Epoch: [32][323/553] Time 2.444 Data 0.001 Err 0.3835 top1 10.156 top5 3.906 | Epoch: [32][324/553] Time 2.479 Data 0.001 Err 0.3912 top1 10.156 top5 1.562 | Epoch: [32][325/553] Time 2.479 Data 0.001 Err 0.5612 top1 14.062 top5 5.469 | Epoch: [32][326/553] Time 2.442 Data 0.001 Err 0.5316 top1 16.406 top5 3.906 | Epoch: [32][327/553] Time 2.435 Data 0.001 Err 0.2667 top1 7.031 top5 1.562 | Epoch: [32][328/553] Time 2.456 Data 0.001 Err 0.4281 top1 12.500 top5 1.562 | Epoch: [32][329/553] Time 2.444 Data 0.001 Err 0.3856 top1 8.594 top5 3.125 | Epoch: [32][330/553] Time 2.448 Data 0.001 Err 0.2967 top1 7.031 top5 1.562 | Epoch: [32][331/553] Time 2.443 Data 0.001 Err 0.4985 top1 13.281 top5 3.906 | Epoch: [32][332/553] Time 2.472 Data 0.002 Err 0.5901 top1 14.062 top5 5.469 | Epoch: [32][333/553] Time 2.466 Data 0.001 Err 0.4382 top1 11.719 top5 4.688 | Epoch: [32][334/553] Time 2.485 Data 0.001 Err 0.2939 top1 10.156 top5 2.344 | Epoch: [32][335/553] Time 2.445 Data 0.000 Err 0.6061 top1 17.188 top5 4.688 | Epoch: [32][336/553] Time 2.487 Data 0.001 Err 0.3121 top1 7.812 top5 2.344 | Epoch: [32][337/553] Time 2.450 Data 0.001 Err 0.3809 top1 8.594 top5 3.125 | Epoch: [32][338/553] Time 2.491 Data 0.001 Err 0.5708 top1 16.406 top5 4.688 | Epoch: [32][339/553] Time 2.440 Data 0.001 Err 0.4331 top1 10.938 top5 2.344 | Epoch: [32][340/553] Time 2.440 Data 0.001 Err 0.3767 top1 10.938 top5 3.906 | Epoch: [32][341/553] Time 2.463 Data 0.001 Err 0.5479 top1 13.281 top5 3.906 | Epoch: [32][342/553] Time 2.444 Data 0.001 Err 0.4676 top1 16.406 top5 0.781 | Epoch: [32][343/553] Time 2.457 Data 0.001 Err 0.5355 top1 14.844 top5 3.125 | Epoch: [32][344/553] Time 2.498 Data 0.001 Err 0.5465 top1 14.062 top5 5.469 | Epoch: [32][345/553] Time 2.495 Data 0.001 Err 0.3183 top1 8.594 top5 1.562 | Epoch: [32][346/553] Time 2.446 Data 0.001 Err 0.2850 top1 9.375 top5 0.781 | Epoch: [32][347/553] Time 2.467 Data 0.001 Err 0.3957 top1 11.719 top5 1.562 | Epoch: [32][348/553] Time 2.473 Data 0.001 Err 0.3341 top1 9.375 top5 2.344 | Epoch: [32][349/553] Time 2.476 Data 0.001 Err 0.4744 top1 14.844 top5 2.344 | Epoch: [32][350/553] Time 2.450 Data 0.001 Err 0.3476 top1 10.156 top5 1.562 | Epoch: [32][351/553] Time 2.458 Data 0.004 Err 0.8170 top1 16.406 top5 8.594 | Epoch: [32][352/553] Time 2.479 Data 0.001 Err 0.3708 top1 10.938 top5 1.562 | Epoch: [32][353/553] Time 2.482 Data 0.001 Err 0.3757 top1 7.031 top5 3.906 | Epoch: [32][354/553] Time 2.447 Data 0.001 Err 0.5463 top1 16.406 top5 4.688 | Epoch: [32][355/553] Time 2.434 Data 0.001 Err 0.3294 top1 7.812 top5 0.781 | Epoch: [32][356/553] Time 2.478 Data 0.000 Err 0.6195 top1 16.406 top5 3.125 | Epoch: [32][357/553] Time 2.511 Data 0.001 Err 0.4671 top1 10.938 top5 2.344 | Epoch: [32][358/553] Time 2.452 Data 0.001 Err 0.3916 top1 10.156 top5 3.125 | Epoch: [32][359/553] Time 2.459 Data 0.001 Err 0.5339 top1 13.281 top5 3.906 | Epoch: [32][360/553] Time 2.475 Data 0.001 Err 0.3313 top1 7.812 top5 3.906 | Epoch: [32][361/553] Time 2.481 Data 0.001 Err 0.6248 top1 14.844 top5 6.250 | Epoch: [32][362/553] Time 2.510 Data 0.001 Err 0.4058 top1 12.500 top5 2.344 | Epoch: [32][363/553] Time 2.500 Data 0.003 Err 0.3571 top1 11.719 top5 2.344 | Epoch: [32][364/553] Time 2.445 Data 0.000 Err 0.4532 top1 10.938 top5 3.906 | Epoch: [32][365/553] Time 2.481 Data 0.001 Err 0.4248 top1 13.281 top5 3.906 | Epoch: [32][366/553] Time 2.516 Data 0.001 Err 0.4533 top1 14.062 top5 3.125 | Epoch: [32][367/553] Time 2.488 Data 0.001 Err 0.2847 top1 9.375 top5 0.781 | Epoch: [32][368/553] Time 2.465 Data 0.001 Err 0.6275 top1 16.406 top5 7.031 | Epoch: [32][369/553] Time 2.491 Data 0.001 Err 0.4081 top1 12.500 top5 2.344 | Epoch: [32][370/553] Time 2.449 Data 0.001 Err 0.4935 top1 11.719 top5 3.125 | Epoch: [32][371/553] Time 2.483 Data 0.001 Err 0.3813 top1 8.594 top5 3.125 | Epoch: [32][372/553] Time 2.474 Data 0.001 Err 0.3004 top1 7.812 top5 0.781 | Epoch: [32][373/553] Time 2.492 Data 0.001 Err 0.4227 top1 12.500 top5 3.125 | Epoch: [32][374/553] Time 2.456 Data 0.001 Err 0.4341 top1 13.281 top5 3.906 | Epoch: [32][375/553] Time 2.444 Data 0.001 Err 0.5339 top1 14.844 top5 4.688 | Epoch: [32][376/553] Time 2.522 Data 0.001 Err 0.3575 top1 10.938 top5 2.344 | Epoch: [32][377/553] Time 2.447 Data 0.001 Err 0.4597 top1 14.062 top5 2.344 | Epoch: [32][378/553] Time 2.448 Data 0.001 Err 0.4450 top1 12.500 top5 4.688 | Epoch: [32][379/553] Time 2.449 Data 0.001 Err 0.4739 top1 16.406 top5 4.688 | Epoch: [32][380/553] Time 2.486 Data 0.001 Err 0.5052 top1 12.500 top5 4.688 | Epoch: [32][381/553] Time 2.435 Data 0.001 Err 0.3453 top1 8.594 top5 2.344 | Epoch: [32][382/553] Time 2.450 Data 0.001 Err 0.3994 top1 12.500 top5 3.125 | Epoch: [32][383/553] Time 2.491 Data 0.001 Err 0.3622 top1 8.594 top5 2.344 | Epoch: [32][384/553] Time 2.521 Data 0.001 Err 0.3432 top1 10.156 top5 2.344 | Epoch: [32][385/553] Time 2.493 Data 0.001 Err 0.5233 top1 16.406 top5 4.688 | Epoch: [32][386/553] Time 2.462 Data 0.001 Err 0.4476 top1 9.375 top5 2.344 | Epoch: [32][387/553] Time 2.444 Data 0.001 Err 0.3847 top1 10.938 top5 2.344 | Epoch: [32][388/553] Time 2.522 Data 0.001 Err 0.6648 top1 17.188 top5 7.812 | Epoch: [32][389/553] Time 2.457 Data 0.003 Err 0.3832 top1 10.938 top5 2.344 | Epoch: [32][390/553] Time 2.471 Data 0.001 Err 0.4421 top1 13.281 top5 4.688 | Epoch: [32][391/553] Time 2.469 Data 0.001 Err 0.6572 top1 14.844 top5 7.031 | Epoch: [32][392/553] Time 2.477 Data 0.001 Err 0.5914 top1 13.281 top5 7.812 | Epoch: [32][393/553] Time 2.456 Data 0.001 Err 0.2575 top1 7.031 top5 0.781 | Epoch: [32][394/553] Time 2.486 Data 0.001 Err 0.5173 top1 12.500 top5 4.688 | Epoch: [32][395/553] Time 2.509 Data 0.001 Err 0.4735 top1 12.500 top5 3.906 | Epoch: [32][396/553] Time 2.441 Data 0.001 Err 0.2729 top1 7.031 top5 1.562 | Epoch: [32][397/553] Time 2.445 Data 0.001 Err 0.3445 top1 10.156 top5 2.344 | Epoch: [32][398/553] Time 2.453 Data 0.001 Err 0.3631 top1 10.156 top5 1.562 | Epoch: [32][399/553] Time 2.482 Data 0.001 Err 0.2867 top1 7.812 top5 1.562 | Epoch: [32][400/553] Time 2.465 Data 0.001 Err 0.6075 top1 15.625 top5 7.031 | Epoch: [32][401/553] Time 2.444 Data 0.001 Err 0.3564 top1 9.375 top5 3.125 | Epoch: [32][402/553] Time 2.502 Data 0.001 Err 0.3588 top1 8.594 top5 3.125 | Epoch: [32][403/553] Time 2.504 Data 0.001 Err 0.4065 top1 10.156 top5 3.125 | Epoch: [32][404/553] Time 2.438 Data 0.001 Err 0.3337 top1 6.250 top5 1.562 | Epoch: [32][405/553] Time 2.435 Data 0.001 Err 0.4822 top1 13.281 top5 3.906 | Epoch: [32][406/553] Time 2.448 Data 0.001 Err 0.4723 top1 14.062 top5 2.344 | Epoch: [32][407/553] Time 2.440 Data 0.001 Err 0.3510 top1 8.594 top5 2.344 | Epoch: [32][408/553] Time 2.463 Data 0.003 Err 0.4024 top1 10.156 top5 2.344 | Epoch: [32][409/553] Time 2.504 Data 0.001 Err 0.4854 top1 13.281 top5 3.906 | Epoch: [32][410/553] Time 2.449 Data 0.001 Err 0.4724 top1 15.625 top5 2.344 | Epoch: [32][411/553] Time 2.439 Data 0.001 Err 0.2357 top1 5.469 top5 0.781 | Epoch: [32][412/553] Time 2.444 Data 0.001 Err 0.3136 top1 7.812 top5 1.562 | Epoch: [32][413/553] Time 2.484 Data 0.001 Err 0.4478 top1 13.281 top5 1.562 | Epoch: [32][414/553] Time 2.437 Data 0.001 Err 0.4958 top1 13.281 top5 4.688 | Epoch: [32][415/553] Time 2.470 Data 0.001 Err 0.4138 top1 7.812 top5 5.469 | Epoch: [32][416/553] Time 2.505 Data 0.001 Err 0.4362 top1 10.938 top5 6.250 | Epoch: [32][417/553] Time 2.482 Data 0.001 Err 0.4336 top1 10.938 top5 3.906 | Epoch: [32][418/553] Time 2.454 Data 0.001 Err 0.3703 top1 10.938 top5 3.906 | Epoch: [32][419/553] Time 2.467 Data 0.001 Err 0.3183 top1 9.375 top5 2.344 | Epoch: [32][420/553] Time 2.493 Data 0.000 Err 0.4676 top1 14.062 top5 3.906 | Epoch: [32][421/553] Time 2.476 Data 0.001 Err 0.4259 top1 11.719 top5 1.562 | Epoch: [32][422/553] Time 2.442 Data 0.001 Err 0.3492 top1 10.156 top5 1.562 | Epoch: [32][423/553] Time 2.472 Data 0.001 Err 0.4480 top1 9.375 top5 3.125 | Epoch: [32][424/553] Time 2.481 Data 0.001 Err 0.3613 top1 8.594 top5 3.125 | Epoch: [32][425/553] Time 2.450 Data 0.001 Err 0.3574 top1 8.594 top5 1.562 | Epoch: [32][426/553] Time 2.444 Data 0.001 Err 0.4617 top1 10.938 top5 4.688 | Epoch: [32][427/553] Time 2.460 Data 0.001 Err 0.3550 top1 9.375 top5 2.344 | Epoch: [32][428/553] Time 2.446 Data 0.001 Err 0.4215 top1 12.500 top5 4.688 | Epoch: [32][429/553] Time 2.442 Data 0.001 Err 0.3351 top1 9.375 top5 2.344 | Epoch: [32][430/553] Time 2.440 Data 0.000 Err 0.4208 top1 13.281 top5 3.125 | Epoch: [32][431/553] Time 2.457 Data 0.001 Err 0.3161 top1 12.500 top5 1.562 | Epoch: [32][432/553] Time 2.453 Data 0.001 Err 0.4103 top1 9.375 top5 2.344 | Epoch: [32][433/553] Time 2.451 Data 0.001 Err 0.5369 top1 11.719 top5 3.906 | Epoch: [32][434/553] Time 2.443 Data 0.001 Err 0.3978 top1 11.719 top5 3.125 | Epoch: [32][435/553] Time 2.433 Data 0.001 Err 0.4197 top1 14.062 top5 0.000 | Epoch: [32][436/553] Time 2.510 Data 0.001 Err 0.3282 top1 7.812 top5 2.344 | Epoch: [32][437/553] Time 2.443 Data 0.001 Err 0.2969 top1 8.594 top5 2.344 | Epoch: [32][438/553] Time 2.465 Data 0.001 Err 0.4251 top1 7.812 top5 4.688 | Epoch: [32][439/553] Time 2.441 Data 0.001 Err 0.3709 top1 10.938 top5 0.781 | Epoch: [32][440/553] Time 2.449 Data 0.001 Err 0.4077 top1 11.719 top5 2.344 | Epoch: [32][441/553] Time 2.442 Data 0.001 Err 0.3153 top1 10.938 top5 0.781 | Epoch: [32][442/553] Time 2.445 Data 0.001 Err 0.3510 top1 11.719 top5 2.344 | Epoch: [32][443/553] Time 2.456 Data 0.001 Err 0.3967 top1 14.062 top5 2.344 | Epoch: [32][444/553] Time 2.458 Data 0.001 Err 0.3529 top1 10.156 top5 1.562 | Epoch: [32][445/553] Time 2.491 Data 0.001 Err 0.3750 top1 10.156 top5 3.906 | Epoch: [32][446/553] Time 2.485 Data 0.001 Err 0.4630 top1 14.062 top5 3.125 | Epoch: [32][447/553] Time 2.467 Data 0.001 Err 0.5082 top1 16.406 top5 4.688 | Epoch: [32][448/553] Time 2.451 Data 0.001 Err 0.4083 top1 10.938 top5 3.906 | Epoch: [32][449/553] Time 2.439 Data 0.001 Err 0.5009 top1 14.062 top5 3.906 | Epoch: [32][450/553] Time 2.449 Data 0.001 Err 0.2852 top1 7.812 top5 2.344 | Epoch: [32][451/553] Time 2.447 Data 0.001 Err 0.4841 top1 10.938 top5 4.688 | Epoch: [32][452/553] Time 2.442 Data 0.001 Err 0.3787 top1 9.375 top5 3.125 | Epoch: [32][453/553] Time 2.437 Data 0.001 Err 0.3303 top1 8.594 top5 2.344 | Epoch: [32][454/553] Time 2.499 Data 0.001 Err 0.4311 top1 11.719 top5 3.125 | Epoch: [32][455/553] Time 2.521 Data 0.001 Err 0.6011 top1 16.406 top5 4.688 | Epoch: [32][456/553] Time 2.443 Data 0.001 Err 0.4684 top1 13.281 top5 3.125 | Epoch: [32][457/553] Time 2.445 Data 0.001 Err 0.4530 top1 10.938 top5 3.906 | Epoch: [32][458/553] Time 2.449 Data 0.001 Err 0.4997 top1 12.500 top5 2.344 | Epoch: [32][459/553] Time 2.472 Data 0.001 Err 0.4227 top1 13.281 top5 3.906 | Epoch: [32][460/553] Time 2.440 Data 0.001 Err 0.5112 top1 12.500 top5 3.125 | Epoch: [32][461/553] Time 2.479 Data 0.001 Err 0.3946 top1 10.938 top5 3.125 | Epoch: [32][462/553] Time 2.450 Data 0.001 Err 0.3168 top1 9.375 top5 1.562 | Epoch: [32][463/553] Time 2.449 Data 0.001 Err 0.4668 top1 10.938 top5 3.906 | Epoch: [32][464/553] Time 2.452 Data 0.001 Err 0.5741 top1 17.188 top5 5.469 | Epoch: [32][465/553] Time 2.462 Data 0.002 Err 0.5626 top1 14.062 top5 2.344 | Epoch: [32][466/553] Time 2.493 Data 0.001 Err 0.4516 top1 14.062 top5 3.906 | Epoch: [32][467/553] Time 2.446 Data 0.001 Err 0.5355 top1 13.281 top5 4.688 | Epoch: [32][468/553] Time 2.495 Data 0.001 Err 0.5024 top1 14.844 top5 2.344 | Epoch: [32][469/553] Time 2.452 Data 0.001 Err 0.3910 top1 10.938 top5 1.562 | Epoch: [32][470/553] Time 2.437 Data 0.001 Err 0.5623 top1 17.188 top5 4.688 | Epoch: [32][471/553] Time 2.442 Data 0.001 Err 0.5202 top1 13.281 top5 6.250 | Epoch: [32][472/553] Time 2.445 Data 0.001 Err 0.4927 top1 13.281 top5 5.469 | Epoch: [32][473/553] Time 2.468 Data 0.001 Err 0.3882 top1 10.156 top5 2.344 | Epoch: [32][474/553] Time 2.453 Data 0.001 Err 0.1890 top1 7.031 top5 0.000 | Epoch: [32][475/553] Time 2.507 Data 0.001 Err 0.3710 top1 11.719 top5 1.562 | Epoch: [32][476/553] Time 2.449 Data 0.001 Err 0.4157 top1 10.938 top5 3.125 | Epoch: [32][477/553] Time 2.443 Data 0.001 Err 0.5545 top1 14.062 top5 4.688 | Epoch: [32][478/553] Time 2.449 Data 0.001 Err 0.4558 top1 13.281 top5 3.906 | Epoch: [32][479/553] Time 2.486 Data 0.000 Err 0.5614 top1 12.500 top5 4.688 | Epoch: [32][480/553] Time 2.507 Data 0.001 Err 0.3572 top1 7.812 top5 0.781 | Epoch: [32][481/553] Time 2.503 Data 0.001 Err 0.3366 top1 10.938 top5 1.562 | Epoch: [32][482/553] Time 2.447 Data 0.001 Err 0.6641 top1 17.969 top5 7.031 | Epoch: [32][483/553] Time 2.452 Data 0.001 Err 0.4017 top1 10.156 top5 3.906 | Epoch: [32][484/553] Time 2.510 Data 0.001 Err 0.5563 top1 14.062 top5 5.469 | Epoch: [32][485/553] Time 2.439 Data 0.001 Err 0.4828 top1 13.281 top5 3.125 | Epoch: [32][486/553] Time 2.484 Data 0.001 Err 0.2920 top1 7.031 top5 0.781 | Epoch: [32][487/553] Time 2.476 Data 0.001 Err 0.4309 top1 10.156 top5 2.344 | Epoch: [32][488/553] Time 2.449 Data 0.001 Err 0.3122 top1 7.031 top5 0.781 | Epoch: [32][489/553] Time 2.483 Data 0.001 Err 0.5477 top1 14.844 top5 3.906 | Epoch: [32][490/553] Time 2.451 Data 0.001 Err 0.3973 top1 10.156 top5 4.688 | Epoch: [32][491/553] Time 2.438 Data 0.001 Err 0.3636 top1 10.938 top5 2.344 | Epoch: [32][492/553] Time 2.467 Data 0.001 Err 0.4097 top1 10.938 top5 3.125 | Epoch: [32][493/553] Time 2.468 Data 0.001 Err 0.2703 top1 6.250 top5 1.562 | Epoch: [32][494/553] Time 2.500 Data 0.001 Err 0.4643 top1 10.938 top5 3.906 | Epoch: [32][495/553] Time 2.443 Data 0.001 Err 0.5362 top1 10.938 top5 6.250 | Epoch: [32][496/553] Time 2.450 Data 0.001 Err 0.4118 top1 11.719 top5 4.688 | Epoch: [32][497/553] Time 2.444 Data 0.001 Err 0.3222 top1 8.594 top5 3.125 | Epoch: [32][498/553] Time 2.469 Data 0.000 Err 0.4958 top1 13.281 top5 3.906 | Epoch: [32][499/553] Time 2.444 Data 0.001 Err 0.4602 top1 11.719 top5 4.688 | Epoch: [32][500/553] Time 2.476 Data 0.001 Err 0.4453 top1 10.156 top5 3.906 | Epoch: [32][501/553] Time 2.476 Data 0.001 Err 0.2911 top1 7.812 top5 0.781 | Epoch: [32][502/553] Time 2.453 Data 0.001 Err 0.4121 top1 9.375 top5 2.344 | Epoch: [32][503/553] Time 2.492 Data 0.004 Err 0.2597 top1 5.469 top5 2.344 | Epoch: [32][504/553] Time 2.454 Data 0.001 Err 0.6516 top1 15.625 top5 7.031 | Epoch: [32][505/553] Time 2.448 Data 0.001 Err 0.3273 top1 7.812 top5 1.562 | Epoch: [32][506/553] Time 2.439 Data 0.001 Err 0.4057 top1 10.938 top5 1.562 | Epoch: [32][507/553] Time 2.449 Data 0.001 Err 0.4098 top1 14.844 top5 3.125 | Epoch: [32][508/553] Time 2.467 Data 0.000 Err 0.4328 top1 13.281 top5 3.906 | Epoch: [32][509/553] Time 2.448 Data 0.001 Err 0.3082 top1 7.812 top5 2.344 | Epoch: [32][510/553] Time 2.439 Data 0.001 Err 0.5104 top1 13.281 top5 3.906 | Epoch: [32][511/553] Time 2.449 Data 0.001 Err 0.3766 top1 10.156 top5 3.125 | Epoch: [32][512/553] Time 2.447 Data 0.001 Err 0.3670 top1 8.594 top5 1.562 | Epoch: [32][513/553] Time 2.456 Data 0.001 Err 0.4441 top1 8.594 top5 4.688 | Epoch: [32][514/553] Time 2.486 Data 0.001 Err 0.5453 top1 12.500 top5 3.125 | Epoch: [32][515/553] Time 2.452 Data 0.001 Err 0.4827 top1 13.281 top5 2.344 | Epoch: [32][516/553] Time 2.454 Data 0.001 Err 0.4450 top1 14.062 top5 3.125 | Epoch: [32][517/553] Time 2.514 Data 0.001 Err 0.5444 top1 10.938 top5 3.906 | Epoch: [32][518/553] Time 2.480 Data 0.001 Err 0.5413 top1 14.844 top5 5.469 | Epoch: [32][519/553] Time 2.452 Data 0.001 Err 0.3480 top1 7.812 top5 2.344 | Epoch: [32][520/553] Time 2.447 Data 0.001 Err 0.3655 top1 10.156 top5 0.781 | Epoch: [32][521/553] Time 2.487 Data 0.001 Err 0.4585 top1 13.281 top5 5.469 | Epoch: [32][522/553] Time 2.448 Data 0.001 Err 0.5376 top1 14.844 top5 3.906 | Epoch: [32][523/553] Time 2.459 Data 0.000 Err 0.2928 top1 7.812 top5 0.781 | Epoch: [32][524/553] Time 2.441 Data 0.001 Err 0.3897 top1 7.031 top5 3.906 | Epoch: [32][525/553] Time 2.464 Data 0.001 Err 0.4784 top1 11.719 top5 3.125 | Epoch: [32][526/553] Time 2.465 Data 0.001 Err 0.6539 top1 12.500 top5 5.469 | Epoch: [32][527/553] Time 2.461 Data 0.001 Err 0.4459 top1 10.938 top5 2.344 | Epoch: [32][528/553] Time 2.491 Data 0.001 Err 0.2932 top1 10.938 top5 0.000 | Epoch: [32][529/553] Time 2.463 Data 0.001 Err 0.4239 top1 11.719 top5 3.125 | Epoch: [32][530/553] Time 2.507 Data 0.001 Err 0.3706 top1 11.719 top5 2.344 | Epoch: [32][531/553] Time 2.481 Data 0.001 Err 0.6377 top1 15.625 top5 7.812 | Epoch: [32][532/553] Time 2.490 Data 0.001 Err 0.4773 top1 13.281 top5 3.906 | Epoch: [32][533/553] Time 2.493 Data 0.001 Err 0.4660 top1 10.938 top5 2.344 | Epoch: [32][534/553] Time 2.457 Data 0.000 Err 0.4147 top1 10.938 top5 3.125 | Epoch: [32][535/553] Time 2.500 Data 0.001 Err 0.6496 top1 15.625 top5 7.812 | Epoch: [32][536/553] Time 2.450 Data 0.001 Err 0.3154 top1 7.031 top5 3.125 | Epoch: [32][537/553] Time 2.438 Data 0.001 Err 0.4477 top1 14.062 top5 5.469 | Epoch: [32][538/553] Time 2.449 Data 0.001 Err 0.4410 top1 10.156 top5 2.344 | Epoch: [32][539/553] Time 2.482 Data 0.001 Err 0.4385 top1 13.281 top5 3.125 | Epoch: [32][540/553] Time 2.481 Data 0.001 Err 0.2687 top1 9.375 top5 1.562 | Epoch: [32][541/553] Time 2.463 Data 0.004 Err 0.3064 top1 7.812 top5 2.344 | Epoch: [32][542/553] Time 2.496 Data 0.001 Err 0.3077 top1 7.031 top5 2.344 | Epoch: [32][543/553] Time 2.491 Data 0.000 Err 0.4041 top1 10.156 top5 3.906 | Epoch: [32][544/553] Time 2.452 Data 0.000 Err 0.4092 top1 10.938 top5 3.125 | Epoch: [32][545/553] Time 2.456 Data 0.000 Err 0.2810 top1 4.688 top5 1.562 | Epoch: [32][546/553] Time 2.451 Data 0.000 Err 0.4004 top1 11.719 top5 1.562 | Epoch: [32][547/553] Time 2.443 Data 0.000 Err 0.4127 top1 10.156 top5 2.344 | Epoch: [32][548/553] Time 2.443 Data 0.000 Err 0.4675 top1 12.500 top5 3.125 | Epoch: [32][549/553] Time 2.475 Data 0.000 Err 0.4132 top1 13.281 top5 2.344 | Epoch: [32][550/553] Time 2.475 Data 0.000 Err 0.2789 top1 7.812 top5 1.562 | Epoch: [32][551/553] Time 2.452 Data 0.000 Err 0.4055 top1 11.719 top5 3.906 | Epoch: [32][552/553] Time 2.488 Data 0.000 Err 0.4715 top1 14.062 top5 4.688 | Epoch: [32][553/553] Time 1.027 Data 0.000 Err 0.3769 top1 9.091 top5 4.545 | Test: [32][1/198] Time 2.624 Data 1.902 top1 17.188 ( 17.188) top5 3.906 ( 3.906) | Test: [32][2/198] Time 0.715 Data 0.001 top1 12.500 ( 14.844) top5 0.781 ( 2.344) | Test: [32][3/198] Time 0.715 Data 0.000 top1 17.188 ( 15.625) top5 3.125 ( 2.604) | Test: [32][4/198] Time 0.789 Data 0.004 top1 20.312 ( 16.797) top5 3.125 ( 2.734) | Test: [32][5/198] Time 0.783 Data 0.001 top1 15.625 ( 16.562) top5 1.562 ( 2.500) | Test: [32][6/198] Time 0.773 Data 0.000 top1 15.625 ( 16.406) top5 3.125 ( 2.604) | Test: [32][7/198] Time 0.724 Data 0.001 top1 14.062 ( 16.071) top5 3.125 ( 2.679) | Test: [32][8/198] Time 0.727 Data 0.001 top1 10.156 ( 15.332) top5 1.562 ( 2.539) | Test: [32][9/198] Time 0.723 Data 0.001 top1 7.031 ( 14.410) top5 1.562 ( 2.431) | Test: [32][10/198] Time 0.717 Data 0.001 top1 15.625 ( 14.531) top5 3.906 ( 2.578) | Test: [32][11/198] Time 0.731 Data 0.002 top1 13.281 ( 14.418) top5 3.125 ( 2.628) | Test: [32][12/198] Time 0.725 Data 0.001 top1 9.375 ( 13.997) top5 1.562 ( 2.539) | Test: [32][13/198] Time 0.721 Data 0.001 top1 11.719 ( 13.822) top5 1.562 ( 2.464) | Test: [32][14/198] Time 0.722 Data 0.001 top1 11.719 ( 13.672) top5 2.344 ( 2.455) | Test: [32][15/198] Time 0.722 Data 0.001 top1 10.938 ( 13.490) top5 1.562 ( 2.396) | Test: [32][16/198] Time 0.787 Data 0.001 top1 13.281 ( 13.477) top5 0.781 ( 2.295) | Test: [32][17/198] Time 0.730 Data 0.001 top1 10.156 ( 13.281) top5 1.562 ( 2.252) | Test: [32][18/198] Time 0.717 Data 0.001 top1 11.719 ( 13.194) top5 2.344 ( 2.257) | Test: [32][19/198] Time 0.724 Data 0.001 top1 12.500 ( 13.158) top5 2.344 ( 2.262) | Test: [32][20/198] Time 0.728 Data 0.001 top1 10.156 ( 13.008) top5 0.000 ( 2.148) | Test: [32][21/198] Time 0.716 Data 0.001 top1 17.188 ( 13.207) top5 3.906 ( 2.232) | Test: [32][22/198] Time 0.716 Data 0.001 top1 17.188 ( 13.388) top5 3.906 ( 2.308) | Test: [32][23/198] Time 0.728 Data 0.003 top1 12.500 ( 13.349) top5 4.688 ( 2.412) | Test: [32][24/198] Time 0.722 Data 0.001 top1 14.062 ( 13.379) top5 2.344 ( 2.409) | Test: [32][25/198] Time 0.766 Data 0.001 top1 14.844 ( 13.438) top5 2.344 ( 2.406) | Test: [32][26/198] Time 0.780 Data 0.001 top1 17.188 ( 13.582) top5 5.469 ( 2.524) | Test: [32][27/198] Time 0.733 Data 0.001 top1 14.844 ( 13.628) top5 1.562 ( 2.488) | Test: [32][28/198] Time 0.733 Data 0.001 top1 20.312 ( 13.867) top5 2.344 ( 2.483) | Test: [32][29/198] Time 0.733 Data 0.001 top1 12.500 ( 13.820) top5 3.125 ( 2.505) | Test: [32][30/198] Time 0.724 Data 0.001 top1 14.062 ( 13.828) top5 3.125 ( 2.526) | Test: [32][31/198] Time 0.726 Data 0.001 top1 14.062 ( 13.836) top5 3.125 ( 2.545) | Test: [32][32/198] Time 0.788 Data 0.003 top1 12.500 ( 13.794) top5 3.906 ( 2.588) | Test: [32][33/198] Time 0.750 Data 0.001 top1 12.500 ( 13.755) top5 3.125 ( 2.604) | Test: [32][34/198] Time 0.728 Data 0.005 top1 17.188 ( 13.856) top5 4.688 ( 2.665) | Test: [32][35/198] Time 0.741 Data 0.001 top1 10.156 ( 13.750) top5 0.781 ( 2.612) | Test: [32][36/198] Time 0.738 Data 0.001 top1 11.719 ( 13.694) top5 4.688 ( 2.669) | Test: [32][37/198] Time 0.719 Data 0.001 top1 10.156 ( 13.598) top5 2.344 ( 2.660) | Test: [32][38/198] Time 0.794 Data 0.001 top1 11.719 ( 13.549) top5 1.562 ( 2.632) | Test: [32][39/198] Time 0.723 Data 0.001 top1 11.719 ( 13.502) top5 2.344 ( 2.624) | Test: [32][40/198] Time 0.727 Data 0.001 top1 17.969 ( 13.613) top5 1.562 ( 2.598) | Test: [32][41/198] Time 0.727 Data 0.001 top1 15.625 ( 13.662) top5 2.344 ( 2.591) | Test: [32][42/198] Time 0.721 Data 0.001 top1 15.625 ( 13.709) top5 1.562 ( 2.567) | Test: [32][43/198] Time 0.716 Data 0.001 top1 12.500 ( 13.681) top5 3.125 ( 2.580) | Test: [32][44/198] Time 0.724 Data 0.001 top1 13.281 ( 13.672) top5 4.688 ( 2.628) | Test: [32][45/198] Time 0.719 Data 0.001 top1 14.062 ( 13.681) top5 3.125 ( 2.639) | Test: [32][46/198] Time 0.718 Data 0.001 top1 8.594 ( 13.570) top5 1.562 ( 2.615) | Test: [32][47/198] Time 0.817 Data 0.000 top1 20.312 ( 13.713) top5 6.250 ( 2.693) | Test: [32][48/198] Time 0.725 Data 0.001 top1 14.844 ( 13.737) top5 3.125 ( 2.702) | Test: [32][49/198] Time 0.732 Data 0.001 top1 11.719 ( 13.696) top5 6.250 ( 2.774) | Test: [32][50/198] Time 0.740 Data 0.001 top1 15.625 ( 13.734) top5 4.688 ( 2.812) | Test: [32][51/198] Time 0.830 Data 0.001 top1 17.969 ( 13.817) top5 2.344 ( 2.803) | Test: [32][52/198] Time 0.806 Data 0.001 top1 14.062 ( 13.822) top5 4.688 ( 2.840) | Test: [32][53/198] Time 0.738 Data 0.001 top1 12.500 ( 13.797) top5 1.562 ( 2.815) | Test: [32][54/198] Time 0.735 Data 0.001 top1 14.062 ( 13.802) top5 0.000 ( 2.763) | Test: [32][55/198] Time 0.733 Data 0.001 top1 14.062 ( 13.807) top5 2.344 ( 2.756) | Test: [32][56/198] Time 0.722 Data 0.001 top1 11.719 ( 13.770) top5 0.781 ( 2.720) | Test: [32][57/198] Time 0.740 Data 0.001 top1 13.281 ( 13.761) top5 4.688 ( 2.755) | Test: [32][58/198] Time 0.733 Data 0.001 top1 17.188 ( 13.820) top5 1.562 ( 2.734) | Test: [32][59/198] Time 0.796 Data 0.001 top1 12.500 ( 13.798) top5 0.781 ( 2.701) | Test: [32][60/198] Time 0.778 Data 0.001 top1 12.500 ( 13.776) top5 3.906 ( 2.721) | Test: [32][61/198] Time 0.755 Data 0.001 top1 10.156 ( 13.717) top5 0.000 ( 2.677) | Test: [32][62/198] Time 0.725 Data 0.001 top1 15.625 ( 13.747) top5 2.344 ( 2.671) | Test: [32][63/198] Time 0.734 Data 0.001 top1 9.375 ( 13.678) top5 3.125 ( 2.679) | Test: [32][64/198] Time 0.721 Data 0.001 top1 17.188 ( 13.733) top5 5.469 ( 2.722) | Test: [32][65/198] Time 0.715 Data 0.001 top1 14.062 ( 13.738) top5 1.562 ( 2.704) | Test: [32][66/198] Time 0.717 Data 0.001 top1 13.281 ( 13.731) top5 3.125 ( 2.711) | Test: [32][67/198] Time 0.720 Data 0.001 top1 12.500 ( 13.713) top5 1.562 ( 2.694) | Test: [32][68/198] Time 0.713 Data 0.001 top1 10.938 ( 13.672) top5 0.000 ( 2.654) | Test: [32][69/198] Time 0.725 Data 0.001 top1 12.500 ( 13.655) top5 1.562 ( 2.638) | Test: [32][70/198] Time 0.748 Data 0.001 top1 15.625 ( 13.683) top5 2.344 ( 2.634) | Test: [32][71/198] Time 0.788 Data 0.001 top1 11.719 ( 13.655) top5 1.562 ( 2.619) | Test: [32][72/198] Time 0.750 Data 0.001 top1 10.156 ( 13.607) top5 2.344 ( 2.615) | Test: [32][73/198] Time 0.729 Data 0.001 top1 12.500 ( 13.592) top5 5.469 ( 2.654) | Test: [32][74/198] Time 0.789 Data 0.001 top1 11.719 ( 13.566) top5 3.906 ( 2.671) | Test: [32][75/198] Time 0.722 Data 0.000 top1 13.281 ( 13.562) top5 1.562 ( 2.656) | Test: [32][76/198] Time 0.715 Data 0.001 top1 12.500 ( 13.549) top5 2.344 ( 2.652) | Test: [32][77/198] Time 0.725 Data 0.001 top1 12.500 ( 13.535) top5 3.906 ( 2.668) | Test: [32][78/198] Time 0.723 Data 0.001 top1 10.156 ( 13.492) top5 2.344 ( 2.664) | Test: [32][79/198] Time 0.734 Data 0.001 top1 9.375 ( 13.439) top5 2.344 ( 2.660) | Test: [32][80/198] Time 0.725 Data 0.001 top1 11.719 ( 13.418) top5 2.344 ( 2.656) | Test: [32][81/198] Time 0.725 Data 0.001 top1 15.625 ( 13.445) top5 2.344 ( 2.652) | Test: [32][82/198] Time 0.733 Data 0.001 top1 12.500 ( 13.434) top5 1.562 ( 2.639) | Test: [32][83/198] Time 0.794 Data 0.001 top1 15.625 ( 13.460) top5 3.125 ( 2.645) | Test: [32][84/198] Time 0.767 Data 0.004 top1 9.375 ( 13.411) top5 1.562 ( 2.632) | Test: [32][85/198] Time 0.731 Data 0.001 top1 12.500 ( 13.401) top5 1.562 ( 2.619) | Test: [32][86/198] Time 0.724 Data 0.001 top1 10.156 ( 13.363) top5 3.125 ( 2.625) | Test: [32][87/198] Time 0.726 Data 0.001 top1 19.531 ( 13.434) top5 1.562 ( 2.613) | Test: [32][88/198] Time 0.729 Data 0.008 top1 14.844 ( 13.450) top5 3.906 ( 2.628) | Test: [32][89/198] Time 0.725 Data 0.001 top1 14.062 ( 13.457) top5 5.469 ( 2.660) | Test: [32][90/198] Time 0.729 Data 0.001 top1 16.406 ( 13.490) top5 2.344 ( 2.656) | Test: [32][91/198] Time 0.721 Data 0.001 top1 10.156 ( 13.453) top5 0.781 ( 2.636) | Test: [32][92/198] Time 0.713 Data 0.000 top1 14.062 ( 13.460) top5 1.562 ( 2.624) | Test: [32][93/198] Time 0.723 Data 0.001 top1 10.156 ( 13.424) top5 0.781 ( 2.604) | Test: [32][94/198] Time 0.723 Data 0.001 top1 13.281 ( 13.423) top5 3.125 ( 2.610) | Test: [32][95/198] Time 0.753 Data 0.000 top1 13.281 ( 13.421) top5 1.562 ( 2.599) | Test: [32][96/198] Time 0.771 Data 0.000 top1 13.281 ( 13.420) top5 3.125 ( 2.604) | Test: [32][97/198] Time 0.722 Data 0.001 top1 16.406 ( 13.450) top5 6.250 ( 2.642) | Test: [32][98/198] Time 0.713 Data 0.001 top1 10.938 ( 13.425) top5 1.562 ( 2.631) | Test: [32][99/198] Time 0.718 Data 0.001 top1 12.500 ( 13.415) top5 3.125 ( 2.636) | Test: [32][100/198] Time 0.717 Data 0.001 top1 11.719 ( 13.398) top5 3.906 ( 2.648) | Test: [32][101/198] Time 0.720 Data 0.001 top1 16.406 ( 13.428) top5 3.125 ( 2.653) | Test: [32][102/198] Time 0.726 Data 0.001 top1 11.719 ( 13.411) top5 3.125 ( 2.658) | Test: [32][103/198] Time 0.770 Data 0.001 top1 14.062 ( 13.418) top5 3.906 ( 2.670) | Test: [32][104/198] Time 0.720 Data 0.001 top1 10.938 ( 13.394) top5 1.562 ( 2.659) | Test: [32][105/198] Time 0.722 Data 0.001 top1 13.281 ( 13.393) top5 5.469 ( 2.686) | Test: [32][106/198] Time 0.786 Data 0.001 top1 14.062 ( 13.399) top5 1.562 ( 2.675) | Test: [32][107/198] Time 0.723 Data 0.001 top1 12.500 ( 13.391) top5 4.688 ( 2.694) | Test: [32][108/198] Time 0.727 Data 0.001 top1 13.281 ( 13.390) top5 4.688 ( 2.713) | Test: [32][109/198] Time 0.720 Data 0.001 top1 6.250 ( 13.324) top5 1.562 ( 2.702) | Test: [32][110/198] Time 0.725 Data 0.001 top1 17.188 ( 13.359) top5 3.125 ( 2.706) | Test: [32][111/198] Time 0.792 Data 0.001 top1 12.500 ( 13.352) top5 3.906 ( 2.717) | Test: [32][112/198] Time 0.733 Data 0.001 top1 15.625 ( 13.372) top5 3.906 ( 2.727) | Test: [32][113/198] Time 0.731 Data 0.001 top1 10.156 ( 13.343) top5 0.781 ( 2.710) | Test: [32][114/198] Time 0.742 Data 0.001 top1 15.625 ( 13.363) top5 3.125 ( 2.714) | Test: [32][115/198] Time 0.736 Data 0.001 top1 10.938 ( 13.342) top5 2.344 ( 2.711) | Test: [32][116/198] Time 0.751 Data 0.001 top1 15.625 ( 13.362) top5 7.812 ( 2.755) | Test: [32][117/198] Time 0.747 Data 0.001 top1 12.500 ( 13.355) top5 2.344 ( 2.751) | Test: [32][118/198] Time 0.730 Data 0.001 top1 15.625 ( 13.374) top5 3.125 ( 2.754) | Test: [32][119/198] Time 0.720 Data 0.001 top1 17.188 ( 13.406) top5 4.688 ( 2.770) | Test: [32][120/198] Time 0.726 Data 0.001 top1 13.281 ( 13.405) top5 2.344 ( 2.767) | Test: [32][121/198] Time 0.741 Data 0.001 top1 10.938 ( 13.385) top5 0.000 ( 2.744) | Test: [32][122/198] Time 0.745 Data 0.001 top1 16.406 ( 13.409) top5 3.125 ( 2.747) | Test: [32][123/198] Time 0.784 Data 0.000 top1 14.062 ( 13.415) top5 3.125 ( 2.750) | Test: [32][124/198] Time 0.729 Data 0.000 top1 17.969 ( 13.451) top5 3.906 ( 2.760) | Test: [32][125/198] Time 0.720 Data 0.001 top1 14.062 ( 13.456) top5 2.344 ( 2.756) | Test: [32][126/198] Time 0.723 Data 0.001 top1 12.500 ( 13.449) top5 2.344 ( 2.753) | Test: [32][127/198] Time 0.729 Data 0.001 top1 11.719 ( 13.435) top5 0.781 ( 2.737) | Test: [32][128/198] Time 0.720 Data 0.001 top1 11.719 ( 13.422) top5 2.344 ( 2.734) | Test: [32][129/198] Time 0.719 Data 0.001 top1 12.500 ( 13.414) top5 2.344 ( 2.731) | Test: [32][130/198] Time 0.727 Data 0.001 top1 12.500 ( 13.407) top5 0.781 ( 2.716) | Test: [32][131/198] Time 0.783 Data 0.001 top1 16.406 ( 13.430) top5 3.906 ( 2.725) | Test: [32][132/198] Time 0.757 Data 0.001 top1 19.531 ( 13.477) top5 3.125 ( 2.728) | Test: [32][133/198] Time 0.723 Data 0.001 top1 15.625 ( 13.493) top5 2.344 ( 2.726) | Test: [32][134/198] Time 0.758 Data 0.001 top1 15.625 ( 13.509) top5 3.125 ( 2.729) | Test: [32][135/198] Time 0.751 Data 0.001 top1 17.188 ( 13.536) top5 3.906 ( 2.737) | Test: [32][136/198] Time 0.726 Data 0.001 top1 16.406 ( 13.557) top5 3.125 ( 2.740) | Test: [32][137/198] Time 0.721 Data 0.001 top1 12.500 ( 13.549) top5 2.344 ( 2.737) | Test: [32][138/198] Time 0.736 Data 0.001 top1 12.500 ( 13.542) top5 2.344 ( 2.734) | Test: [32][139/198] Time 0.734 Data 0.001 top1 13.281 ( 13.540) top5 3.906 ( 2.743) | Test: [32][140/198] Time 0.730 Data 0.001 top1 12.500 ( 13.532) top5 3.906 ( 2.751) | Test: [32][141/198] Time 0.797 Data 0.001 top1 13.281 ( 13.531) top5 2.344 ( 2.748) | Test: [32][142/198] Time 0.794 Data 0.001 top1 17.969 ( 13.562) top5 1.562 ( 2.740) | Test: [32][143/198] Time 0.808 Data 0.001 top1 10.938 ( 13.543) top5 0.781 ( 2.726) | Test: [32][144/198] Time 0.734 Data 0.001 top1 12.500 ( 13.536) top5 3.906 ( 2.734) | Test: [32][145/198] Time 0.741 Data 0.001 top1 13.281 ( 13.534) top5 3.125 ( 2.737) | Test: [32][146/198] Time 0.730 Data 0.012 top1 8.594 ( 13.501) top5 0.000 ( 2.718) | Test: [32][147/198] Time 0.718 Data 0.001 top1 9.375 ( 13.473) top5 0.781 ( 2.705) | Test: [32][148/198] Time 0.719 Data 0.001 top1 9.375 ( 13.445) top5 1.562 ( 2.697) | Test: [32][149/198] Time 0.755 Data 0.001 top1 14.062 ( 13.449) top5 4.688 ( 2.711) | Test: [32][150/198] Time 0.756 Data 0.001 top1 10.156 ( 13.427) top5 3.125 ( 2.714) | Test: [32][151/198] Time 0.723 Data 0.001 top1 14.062 ( 13.431) top5 0.000 ( 2.696) | Test: [32][152/198] Time 0.718 Data 0.001 top1 14.844 ( 13.441) top5 3.125 ( 2.698) | Test: [32][153/198] Time 0.746 Data 0.001 top1 9.375 ( 13.414) top5 1.562 ( 2.691) | Test: [32][154/198] Time 0.772 Data 0.001 top1 11.719 ( 13.403) top5 1.562 ( 2.684) | Test: [32][155/198] Time 0.765 Data 0.000 top1 14.062 ( 13.407) top5 1.562 ( 2.676) | Test: [32][156/198] Time 0.721 Data 0.001 top1 14.844 ( 13.416) top5 3.125 ( 2.679) | Test: [32][157/198] Time 0.719 Data 0.000 top1 14.062 ( 13.421) top5 3.906 ( 2.687) | Test: [32][158/198] Time 0.721 Data 0.001 top1 13.281 ( 13.420) top5 2.344 ( 2.685) | Test: [32][159/198] Time 0.719 Data 0.000 top1 10.156 ( 13.399) top5 0.781 ( 2.673) | Test: [32][160/198] Time 0.783 Data 0.001 top1 16.406 ( 13.418) top5 6.250 ( 2.695) | Test: [32][161/198] Time 0.723 Data 0.001 top1 10.156 ( 13.398) top5 2.344 ( 2.693) | Test: [32][162/198] Time 0.725 Data 0.001 top1 10.938 ( 13.383) top5 2.344 ( 2.691) | Test: [32][163/198] Time 0.811 Data 0.001 top1 14.062 ( 13.387) top5 0.000 ( 2.674) | Test: [32][164/198] Time 0.802 Data 0.001 top1 9.375 ( 13.362) top5 0.781 ( 2.663) | Test: [32][165/198] Time 0.747 Data 0.001 top1 17.969 ( 13.390) top5 3.906 ( 2.670) | Test: [32][166/198] Time 0.782 Data 0.001 top1 14.062 ( 13.394) top5 1.562 ( 2.664) | Test: [32][167/198] Time 0.715 Data 0.001 top1 17.188 ( 13.417) top5 3.125 ( 2.667) | Test: [32][168/198] Time 0.716 Data 0.001 top1 12.500 ( 13.411) top5 2.344 ( 2.665) | Test: [32][169/198] Time 0.792 Data 0.001 top1 14.844 ( 13.420) top5 3.906 ( 2.672) | Test: [32][170/198] Time 0.811 Data 0.001 top1 18.750 ( 13.451) top5 5.469 ( 2.688) | Test: [32][171/198] Time 0.761 Data 0.001 top1 11.719 ( 13.441) top5 1.562 ( 2.682) | Test: [32][172/198] Time 0.830 Data 0.001 top1 12.500 ( 13.436) top5 3.906 ( 2.689) | Test: [32][173/198] Time 0.736 Data 0.001 top1 10.156 ( 13.417) top5 0.781 ( 2.678) | Test: [32][174/198] Time 0.766 Data 0.001 top1 14.062 ( 13.420) top5 3.125 ( 2.680) | Test: [32][175/198] Time 0.762 Data 0.004 top1 12.500 ( 13.415) top5 2.344 ( 2.679) | Test: [32][176/198] Time 0.731 Data 0.001 top1 10.156 ( 13.397) top5 2.344 ( 2.677) | Test: [32][177/198] Time 0.739 Data 0.003 top1 13.281 ( 13.396) top5 1.562 ( 2.670) | Test: [32][178/198] Time 0.754 Data 0.001 top1 12.500 ( 13.391) top5 3.125 ( 2.673) | Test: [32][179/198] Time 0.763 Data 0.001 top1 7.031 ( 13.355) top5 0.781 ( 2.662) | Test: [32][180/198] Time 0.753 Data 0.001 top1 14.062 ( 13.359) top5 3.125 ( 2.665) | Test: [32][181/198] Time 0.742 Data 0.001 top1 15.625 ( 13.372) top5 3.125 ( 2.667) | Test: [32][182/198] Time 0.724 Data 0.001 top1 10.938 ( 13.359) top5 2.344 ( 2.666) | Test: [32][183/198] Time 0.767 Data 0.001 top1 7.812 ( 13.328) top5 0.781 ( 2.655) | Test: [32][184/198] Time 0.735 Data 0.000 top1 9.375 ( 13.307) top5 0.781 ( 2.645) | Test: [32][185/198] Time 0.724 Data 0.001 top1 10.156 ( 13.290) top5 0.781 ( 2.635) | Test: [32][186/198] Time 0.715 Data 0.001 top1 13.281 ( 13.290) top5 3.906 ( 2.642) | Test: [32][187/198] Time 0.717 Data 0.001 top1 12.500 ( 13.285) top5 3.125 ( 2.645) | Test: [32][188/198] Time 0.713 Data 0.001 top1 12.500 ( 13.281) top5 2.344 ( 2.643) | Test: [32][189/198] Time 0.711 Data 0.000 top1 16.406 ( 13.298) top5 4.688 ( 2.654) | Test: [32][190/198] Time 0.784 Data 0.000 top1 7.812 ( 13.269) top5 0.000 ( 2.640) | Test: [32][191/198] Time 0.747 Data 0.000 top1 12.500 ( 13.265) top5 2.344 ( 2.638) | Test: [32][192/198] Time 0.719 Data 0.000 top1 3.906 ( 13.216) top5 1.562 ( 2.633) | Test: [32][193/198] Time 0.724 Data 0.000 top1 14.844 ( 13.225) top5 3.125 ( 2.635) | Test: [32][194/198] Time 0.728 Data 0.000 top1 14.844 ( 13.233) top5 3.906 ( 2.642) | Test: [32][195/198] Time 0.719 Data 0.000 top1 13.281 ( 13.233) top5 0.781 ( 2.632) | Test: [32][196/198] Time 0.727 Data 0.000 top1 10.938 ( 13.221) top5 0.000 ( 2.619) | Test: [32][197/198] Time 0.267 Data 0.000 top1 5.882 ( 13.184) top5 2.941 ( 2.620) | Test: [32][198/198] Time 0.712 Data 0.000 top1 17.188 ( 13.204) top5 3.906 ( 2.627) * Finished epoch # 32 top1: 13.204 top5: 2.627 * Best model 13.204424762329 2.6269125074272 Epoch 33 => Training epoch # 33 | Epoch: [33][1/553] Time 5.168 Data 2.638 Err 0.2937 top1 7.812 top5 0.781 | Epoch: [33][2/553] Time 2.424 Data 0.001 Err 0.4626 top1 12.500 top5 3.906 | Epoch: [33][3/553] Time 2.452 Data 0.001 Err 0.2422 top1 3.906 top5 0.781 | Epoch: [33][4/553] Time 2.422 Data 0.001 Err 0.3427 top1 9.375 top5 1.562 | Epoch: [33][5/553] Time 2.461 Data 0.001 Err 0.4270 top1 13.281 top5 3.125 | Epoch: [33][6/553] Time 2.430 Data 0.001 Err 0.5276 top1 14.844 top5 4.688 | Epoch: [33][7/553] Time 2.434 Data 0.001 Err 0.3693 top1 9.375 top5 1.562 | Epoch: [33][8/553] Time 2.476 Data 0.001 Err 0.3309 top1 7.812 top5 3.125 | Epoch: [33][9/553] Time 2.471 Data 0.001 Err 0.3564 top1 10.156 top5 1.562 | Epoch: [33][10/553] Time 2.458 Data 0.014 Err 0.4525 top1 10.938 top5 4.688 | Epoch: [33][11/553] Time 2.471 Data 0.001 Err 0.5085 top1 12.500 top5 3.906 | Epoch: [33][12/553] Time 2.433 Data 0.001 Err 0.3290 top1 8.594 top5 0.781 | Epoch: [33][13/553] Time 2.455 Data 0.001 Err 0.5038 top1 12.500 top5 3.906 | Epoch: [33][14/553] Time 2.447 Data 0.001 Err 0.3231 top1 9.375 top5 1.562 | Epoch: [33][15/553] Time 2.439 Data 0.001 Err 0.3154 top1 10.156 top5 2.344 | Epoch: [33][16/553] Time 2.455 Data 0.001 Err 0.2469 top1 7.812 top5 1.562 | Epoch: [33][17/553] Time 2.424 Data 0.001 Err 0.5912 top1 17.188 top5 4.688 | Epoch: [33][18/553] Time 2.480 Data 0.001 Err 0.2885 top1 8.594 top5 0.000 | Epoch: [33][19/553] Time 2.425 Data 0.001 Err 0.2992 top1 8.594 top5 2.344 | Epoch: [33][20/553] Time 2.462 Data 0.001 Err 0.4215 top1 9.375 top5 2.344 | Epoch: [33][21/553] Time 2.478 Data 0.001 Err 0.3261 top1 10.156 top5 0.781 | Epoch: [33][22/553] Time 2.473 Data 0.001 Err 0.3783 top1 10.156 top5 2.344 | Epoch: [33][23/553] Time 2.469 Data 0.000 Err 0.3483 top1 10.156 top5 2.344 | Epoch: [33][24/553] Time 2.481 Data 0.000 Err 0.4606 top1 11.719 top5 3.125 | Epoch: [33][25/553] Time 2.468 Data 0.001 Err 0.5088 top1 14.062 top5 3.906 | Epoch: [33][26/553] Time 2.434 Data 0.001 Err 0.5129 top1 17.969 top5 3.906 | Epoch: [33][27/553] Time 2.476 Data 0.003 Err 0.3445 top1 8.594 top5 0.781 | Epoch: [33][28/553] Time 2.482 Data 0.001 Err 0.4018 top1 10.156 top5 2.344 | Epoch: [33][29/553] Time 2.438 Data 0.000 Err 0.3348 top1 9.375 top5 2.344 | Epoch: [33][30/553] Time 2.435 Data 0.001 Err 0.2886 top1 5.469 top5 1.562 | Epoch: [33][31/553] Time 2.466 Data 0.001 Err 0.3338 top1 7.812 top5 2.344 | Epoch: [33][32/553] Time 2.473 Data 0.001 Err 0.6436 top1 20.312 top5 4.688 | Epoch: [33][33/553] Time 2.471 Data 0.001 Err 0.3457 top1 9.375 top5 3.906 | Epoch: [33][34/553] Time 2.446 Data 0.001 Err 0.2537 top1 7.812 top5 0.781 | Epoch: [33][35/553] Time 2.468 Data 0.001 Err 0.3350 top1 7.812 top5 3.125 | Epoch: [33][36/553] Time 2.496 Data 0.001 Err 0.5574 top1 15.625 top5 4.688 | Epoch: [33][37/553] Time 2.509 Data 0.001 Err 0.5866 top1 14.062 top5 5.469 | Epoch: [33][38/553] Time 2.468 Data 0.001 Err 0.4138 top1 12.500 top5 1.562 | Epoch: [33][39/553] Time 2.525 Data 0.001 Err 0.4631 top1 10.938 top5 4.688 | Epoch: [33][40/553] Time 2.486 Data 0.001 Err 0.3879 top1 12.500 top5 1.562 | Epoch: [33][41/553] Time 2.506 Data 0.001 Err 0.4025 top1 10.156 top5 3.125 | Epoch: [33][42/553] Time 2.475 Data 0.001 Err 0.2295 top1 5.469 top5 1.562 | Epoch: [33][43/553] Time 2.445 Data 0.000 Err 0.4126 top1 10.156 top5 3.906 | Epoch: [33][44/553] Time 2.493 Data 0.001 Err 0.5007 top1 9.375 top5 3.906 | Epoch: [33][45/553] Time 2.468 Data 0.001 Err 0.3779 top1 10.156 top5 3.125 | Epoch: [33][46/553] Time 2.447 Data 0.004 Err 0.3028 top1 7.812 top5 3.125 | Epoch: [33][47/553] Time 2.520 Data 0.001 Err 0.3321 top1 7.031 top5 0.781 | Epoch: [33][48/553] Time 2.487 Data 0.001 Err 0.3790 top1 8.594 top5 3.906 | Epoch: [33][49/553] Time 2.478 Data 0.001 Err 0.4301 top1 11.719 top5 4.688 | Epoch: [33][50/553] Time 2.446 Data 0.001 Err 0.4573 top1 15.625 top5 1.562 | Epoch: [33][51/553] Time 2.442 Data 0.001 Err 0.4480 top1 10.156 top5 3.125 | Epoch: [33][52/553] Time 2.473 Data 0.001 Err 0.5255 top1 14.062 top5 2.344 | Epoch: [33][53/553] Time 2.488 Data 0.001 Err 0.3396 top1 10.156 top5 0.781 | Epoch: [33][54/553] Time 2.460 Data 0.001 Err 0.2827 top1 9.375 top5 1.562 | Epoch: [33][55/553] Time 2.437 Data 0.001 Err 0.3487 top1 10.156 top5 2.344 | Epoch: [33][56/553] Time 2.471 Data 0.001 Err 0.3173 top1 9.375 top5 3.906 | Epoch: [33][57/553] Time 2.491 Data 0.001 Err 0.3900 top1 10.938 top5 3.125 | Epoch: [33][58/553] Time 2.480 Data 0.001 Err 0.4261 top1 9.375 top5 5.469 | Epoch: [33][59/553] Time 2.482 Data 0.001 Err 0.5835 top1 15.625 top5 4.688 | Epoch: [33][60/553] Time 2.466 Data 0.001 Err 0.4309 top1 10.938 top5 3.906 | Epoch: [33][61/553] Time 2.477 Data 0.001 Err 0.3554 top1 10.156 top5 2.344 | Epoch: [33][62/553] Time 2.448 Data 0.001 Err 0.3152 top1 7.812 top5 1.562 | Epoch: [33][63/553] Time 2.446 Data 0.001 Err 0.4631 top1 12.500 top5 5.469 | Epoch: [33][64/553] Time 2.484 Data 0.001 Err 0.3947 top1 10.156 top5 2.344 | Epoch: [33][65/553] Time 2.478 Data 0.001 Err 0.2852 top1 4.688 top5 1.562 | Epoch: [33][66/553] Time 2.452 Data 0.001 Err 0.5939 top1 15.625 top5 6.250 | Epoch: [33][67/553] Time 2.488 Data 0.001 Err 0.4850 top1 12.500 top5 3.125 | Epoch: [33][68/553] Time 2.476 Data 0.001 Err 0.3382 top1 7.031 top5 2.344 | Epoch: [33][69/553] Time 2.483 Data 0.001 Err 0.4420 top1 11.719 top5 3.125 | Epoch: [33][70/553] Time 2.452 Data 0.001 Err 0.3156 top1 7.812 top5 0.781 | Epoch: [33][71/553] Time 2.439 Data 0.001 Err 0.3469 top1 10.938 top5 3.125 | Epoch: [33][72/553] Time 2.471 Data 0.001 Err 0.3988 top1 10.156 top5 3.125 | Epoch: [33][73/553] Time 2.515 Data 0.001 Err 0.4344 top1 11.719 top5 4.688 | Epoch: [33][74/553] Time 2.463 Data 0.001 Err 0.2916 top1 7.031 top5 3.125 | Epoch: [33][75/553] Time 2.442 Data 0.001 Err 0.4055 top1 7.812 top5 5.469 | Epoch: [33][76/553] Time 2.484 Data 0.001 Err 0.3824 top1 10.938 top5 3.125 | Epoch: [33][77/553] Time 2.457 Data 0.001 Err 0.2823 top1 9.375 top5 0.781 | Epoch: [33][78/553] Time 2.450 Data 0.001 Err 0.4851 top1 13.281 top5 3.125 | Epoch: [33][79/553] Time 2.446 Data 0.001 Err 0.4667 top1 10.156 top5 3.125 | Epoch: [33][80/553] Time 2.475 Data 0.001 Err 0.3707 top1 10.938 top5 2.344 | Epoch: [33][81/553] Time 2.459 Data 0.001 Err 0.3336 top1 13.281 top5 0.781 | Epoch: [33][82/553] Time 2.500 Data 0.001 Err 0.4574 top1 13.281 top5 4.688 | Epoch: [33][83/553] Time 2.448 Data 0.001 Err 0.3640 top1 10.938 top5 2.344 | Epoch: [33][84/553] Time 2.491 Data 0.001 Err 0.4696 top1 12.500 top5 6.250 | Epoch: [33][85/553] Time 2.483 Data 0.001 Err 0.3930 top1 9.375 top5 4.688 | Epoch: [33][86/553] Time 2.459 Data 0.001 Err 0.3949 top1 9.375 top5 3.906 | Epoch: [33][87/553] Time 2.442 Data 0.001 Err 0.5472 top1 15.625 top5 5.469 | Epoch: [33][88/553] Time 2.447 Data 0.001 Err 0.4722 top1 14.062 top5 2.344 | Epoch: [33][89/553] Time 2.471 Data 0.001 Err 0.3887 top1 12.500 top5 2.344 | Epoch: [33][90/553] Time 2.451 Data 0.001 Err 0.4596 top1 11.719 top5 3.906 | Epoch: [33][91/553] Time 2.483 Data 0.001 Err 0.4405 top1 13.281 top5 3.906 | Epoch: [33][92/553] Time 2.524 Data 0.001 Err 0.4340 top1 10.938 top5 3.906 | Epoch: [33][93/553] Time 2.466 Data 0.001 Err 0.4112 top1 12.500 top5 3.906 | Epoch: [33][94/553] Time 2.479 Data 0.001 Err 0.3852 top1 10.938 top5 3.125 | Epoch: [33][95/553] Time 2.461 Data 0.001 Err 0.3695 top1 11.719 top5 1.562 | Epoch: [33][96/553] Time 2.452 Data 0.001 Err 0.4176 top1 13.281 top5 4.688 | Epoch: [33][97/553] Time 2.438 Data 0.001 Err 0.3030 top1 10.156 top5 0.000 | Epoch: [33][98/553] Time 2.482 Data 0.001 Err 0.4324 top1 12.500 top5 3.125 | Epoch: [33][99/553] Time 2.441 Data 0.001 Err 0.2930 top1 10.156 top5 0.781 | Epoch: [33][100/553] Time 2.468 Data 0.001 Err 0.2918 top1 7.812 top5 1.562 | Epoch: [33][101/553] Time 2.435 Data 0.001 Err 0.5912 top1 16.406 top5 6.250 | Epoch: [33][102/553] Time 2.481 Data 0.001 Err 0.3301 top1 8.594 top5 2.344 | Epoch: [33][103/553] Time 2.484 Data 0.001 Err 0.3467 top1 7.812 top5 2.344 | Epoch: [33][104/553] Time 2.443 Data 0.001 Err 0.3956 top1 12.500 top5 3.125 | Epoch: [33][105/553] Time 2.477 Data 0.001 Err 0.4536 top1 14.844 top5 3.125 | Epoch: [33][106/553] Time 2.481 Data 0.001 Err 0.3709 top1 10.938 top5 3.125 | Epoch: [33][107/553] Time 2.448 Data 0.001 Err 0.4300 top1 11.719 top5 2.344 | Epoch: [33][108/553] Time 2.455 Data 0.001 Err 0.5005 top1 13.281 top5 3.906 | Epoch: [33][109/553] Time 2.515 Data 0.001 Err 0.4178 top1 15.625 top5 0.781 | Epoch: [33][110/553] Time 2.490 Data 0.001 Err 0.3837 top1 7.812 top5 3.125 | Epoch: [33][111/553] Time 2.442 Data 0.001 Err 0.4408 top1 13.281 top5 3.906 | Epoch: [33][112/553] Time 2.444 Data 0.001 Err 0.3308 top1 8.594 top5 1.562 | Epoch: [33][113/553] Time 2.477 Data 0.001 Err 0.2560 top1 5.469 top5 1.562 | Epoch: [33][114/553] Time 2.445 Data 0.001 Err 0.2677 top1 5.469 top5 1.562 | Epoch: [33][115/553] Time 2.461 Data 0.001 Err 0.4453 top1 10.156 top5 6.250 | Epoch: [33][116/553] Time 2.491 Data 0.001 Err 0.4798 top1 12.500 top5 5.469 | Epoch: [33][117/553] Time 2.448 Data 0.001 Err 0.4211 top1 12.500 top5 2.344 | Epoch: [33][118/553] Time 2.474 Data 0.001 Err 0.3880 top1 11.719 top5 1.562 | Epoch: [33][119/553] Time 2.496 Data 0.001 Err 0.4153 top1 11.719 top5 3.125 | Epoch: [33][120/553] Time 2.480 Data 0.001 Err 0.4519 top1 12.500 top5 3.906 | Epoch: [33][121/553] Time 2.447 Data 0.001 Err 0.4140 top1 12.500 top5 3.906 | Epoch: [33][122/553] Time 2.486 Data 0.001 Err 0.4802 top1 10.938 top5 4.688 | Epoch: [33][123/553] Time 2.451 Data 0.001 Err 0.3939 top1 11.719 top5 3.906 | Epoch: [33][124/553] Time 2.449 Data 0.005 Err 0.3575 top1 7.031 top5 3.125 | Epoch: [33][125/553] Time 2.462 Data 0.001 Err 0.3314 top1 11.719 top5 3.125 | Epoch: [33][126/553] Time 2.457 Data 0.001 Err 0.3119 top1 7.031 top5 0.781 | Epoch: [33][127/553] Time 2.456 Data 0.000 Err 0.4181 top1 10.938 top5 3.125 | Epoch: [33][128/553] Time 2.455 Data 0.001 Err 0.4829 top1 10.156 top5 5.469 | Epoch: [33][129/553] Time 2.475 Data 0.001 Err 0.3973 top1 8.594 top5 2.344 | Epoch: [33][130/553] Time 2.452 Data 0.001 Err 0.4796 top1 14.062 top5 4.688 | Epoch: [33][131/553] Time 2.447 Data 0.001 Err 0.4181 top1 10.938 top5 3.125 | Epoch: [33][132/553] Time 2.459 Data 0.001 Err 0.4860 top1 13.281 top5 2.344 | Epoch: [33][133/553] Time 2.483 Data 0.001 Err 0.3068 top1 7.812 top5 1.562 | Epoch: [33][134/553] Time 2.448 Data 0.001 Err 0.4691 top1 10.938 top5 4.688 | Epoch: [33][135/553] Time 2.454 Data 0.001 Err 0.3740 top1 9.375 top5 3.125 | Epoch: [33][136/553] Time 2.481 Data 0.001 Err 0.3639 top1 10.156 top5 2.344 | Epoch: [33][137/553] Time 2.474 Data 0.001 Err 0.3557 top1 8.594 top5 3.125 | Epoch: [33][138/553] Time 2.513 Data 0.001 Err 0.3121 top1 7.031 top5 1.562 | Epoch: [33][139/553] Time 2.448 Data 0.001 Err 0.4432 top1 13.281 top5 2.344 | Epoch: [33][140/553] Time 2.454 Data 0.001 Err 0.2949 top1 7.812 top5 2.344 | Epoch: [33][141/553] Time 2.484 Data 0.001 Err 0.3502 top1 11.719 top5 3.906 | Epoch: [33][142/553] Time 2.471 Data 0.001 Err 0.5000 top1 9.375 top5 4.688 | Epoch: [33][143/553] Time 2.443 Data 0.001 Err 0.3794 top1 9.375 top5 3.906 | Epoch: [33][144/553] Time 2.495 Data 0.001 Err 0.3745 top1 9.375 top5 3.906 | Epoch: [33][145/553] Time 2.446 Data 0.001 Err 0.2941 top1 7.031 top5 1.562 | Epoch: [33][146/553] Time 2.517 Data 0.001 Err 0.3139 top1 7.031 top5 0.781 | Epoch: [33][147/553] Time 2.441 Data 0.001 Err 0.4519 top1 14.062 top5 3.125 | Epoch: [33][148/553] Time 2.447 Data 0.001 Err 0.3064 top1 7.031 top5 3.125 | Epoch: [33][149/553] Time 2.439 Data 0.001 Err 0.2728 top1 7.812 top5 0.781 | Epoch: [33][150/553] Time 2.466 Data 0.001 Err 0.4847 top1 13.281 top5 3.906 | Epoch: [33][151/553] Time 2.490 Data 0.001 Err 0.2989 top1 7.031 top5 2.344 | Epoch: [33][152/553] Time 2.450 Data 0.001 Err 0.2834 top1 6.250 top5 3.125 | Epoch: [33][153/553] Time 2.494 Data 0.001 Err 0.4206 top1 11.719 top5 2.344 | Epoch: [33][154/553] Time 2.511 Data 0.000 Err 0.3537 top1 10.156 top5 3.125 | Epoch: [33][155/553] Time 2.445 Data 0.001 Err 0.3756 top1 10.156 top5 1.562 | Epoch: [33][156/553] Time 2.448 Data 0.001 Err 0.4115 top1 10.938 top5 3.906 | Epoch: [33][157/553] Time 2.471 Data 0.001 Err 0.3530 top1 7.031 top5 3.125 | Epoch: [33][158/553] Time 2.523 Data 0.001 Err 0.4131 top1 12.500 top5 2.344 | Epoch: [33][159/553] Time 2.444 Data 0.001 Err 0.2918 top1 7.812 top5 0.781 | Epoch: [33][160/553] Time 2.446 Data 0.001 Err 0.3623 top1 9.375 top5 2.344 | Epoch: [33][161/553] Time 2.482 Data 0.001 Err 0.3092 top1 10.156 top5 1.562 | Epoch: [33][162/553] Time 2.519 Data 0.004 Err 0.2620 top1 7.812 top5 0.781 | Epoch: [33][163/553] Time 2.446 Data 0.001 Err 0.3490 top1 10.938 top5 1.562 | Epoch: [33][164/553] Time 2.486 Data 0.001 Err 0.3320 top1 7.812 top5 1.562 | Epoch: [33][165/553] Time 2.502 Data 0.001 Err 0.2968 top1 9.375 top5 0.000 | Epoch: [33][166/553] Time 2.502 Data 0.001 Err 0.3372 top1 10.938 top5 0.781 | Epoch: [33][167/553] Time 2.449 Data 0.000 Err 0.4753 top1 14.844 top5 4.688 | Epoch: [33][168/553] Time 2.449 Data 0.001 Err 0.2183 top1 6.250 top5 0.781 | Epoch: [33][169/553] Time 2.445 Data 0.001 Err 0.4083 top1 10.156 top5 3.125 | Epoch: [33][170/553] Time 2.478 Data 0.001 Err 0.3865 top1 9.375 top5 3.906 | Epoch: [33][171/553] Time 2.494 Data 0.001 Err 0.4072 top1 10.156 top5 3.125 | Epoch: [33][172/553] Time 2.497 Data 0.001 Err 0.3909 top1 10.156 top5 3.125 | Epoch: [33][173/553] Time 2.524 Data 0.001 Err 0.3225 top1 7.031 top5 3.125 | Epoch: [33][174/553] Time 2.458 Data 0.001 Err 0.3653 top1 9.375 top5 3.125 | Epoch: [33][175/553] Time 2.439 Data 0.001 Err 0.4173 top1 10.156 top5 3.906 | Epoch: [33][176/553] Time 2.448 Data 0.001 Err 0.5675 top1 12.500 top5 6.250 | Epoch: [33][177/553] Time 2.454 Data 0.001 Err 0.4178 top1 11.719 top5 3.125 | Epoch: [33][178/553] Time 2.480 Data 0.001 Err 0.4418 top1 12.500 top5 3.906 | Epoch: [33][179/553] Time 2.448 Data 0.001 Err 0.4719 top1 7.812 top5 3.906 | Epoch: [33][180/553] Time 2.487 Data 0.001 Err 0.4381 top1 12.500 top5 2.344 | Epoch: [33][181/553] Time 2.465 Data 0.001 Err 0.5234 top1 13.281 top5 4.688 | Epoch: [33][182/553] Time 2.469 Data 0.001 Err 0.4780 top1 14.062 top5 3.125 | Epoch: [33][183/553] Time 2.444 Data 0.001 Err 0.4629 top1 12.500 top5 4.688 | Epoch: [33][184/553] Time 2.493 Data 0.001 Err 0.3609 top1 9.375 top5 0.781 | Epoch: [33][185/553] Time 2.527 Data 0.001 Err 0.5525 top1 15.625 top5 5.469 | Epoch: [33][186/553] Time 2.483 Data 0.001 Err 0.4513 top1 12.500 top5 2.344 | Epoch: [33][187/553] Time 2.477 Data 0.001 Err 0.3553 top1 10.156 top5 2.344 | Epoch: [33][188/553] Time 2.449 Data 0.001 Err 0.4613 top1 10.938 top5 4.688 | Epoch: [33][189/553] Time 2.474 Data 0.001 Err 0.5072 top1 14.844 top5 4.688 | Epoch: [33][190/553] Time 2.487 Data 0.001 Err 0.3951 top1 7.812 top5 2.344 | Epoch: [33][191/553] Time 2.464 Data 0.001 Err 0.4041 top1 12.500 top5 2.344 | Epoch: [33][192/553] Time 2.452 Data 0.001 Err 0.3676 top1 7.031 top5 3.125 | Epoch: [33][193/553] Time 2.479 Data 0.001 Err 0.3328 top1 9.375 top5 1.562 | Epoch: [33][194/553] Time 2.505 Data 0.001 Err 0.4579 top1 11.719 top5 6.250 | Epoch: [33][195/553] Time 2.445 Data 0.001 Err 0.5421 top1 13.281 top5 4.688 | Epoch: [33][196/553] Time 2.441 Data 0.001 Err 0.2682 top1 9.375 top5 0.000 | Epoch: [33][197/553] Time 2.445 Data 0.001 Err 0.4639 top1 10.938 top5 3.906 | Epoch: [33][198/553] Time 2.441 Data 0.001 Err 0.3369 top1 9.375 top5 0.781 | Epoch: [33][199/553] Time 2.436 Data 0.001 Err 0.5383 top1 14.844 top5 7.031 | Epoch: [33][200/553] Time 2.454 Data 0.006 Err 0.3941 top1 10.156 top5 3.906 | Epoch: [33][201/553] Time 2.507 Data 0.001 Err 0.4702 top1 14.062 top5 3.906 | Epoch: [33][202/553] Time 2.440 Data 0.001 Err 0.4137 top1 13.281 top5 3.906 | Epoch: [33][203/553] Time 2.455 Data 0.001 Err 0.3137 top1 9.375 top5 2.344 | Epoch: [33][204/553] Time 2.489 Data 0.001 Err 0.4457 top1 13.281 top5 1.562 | Epoch: [33][205/553] Time 2.485 Data 0.001 Err 0.3393 top1 8.594 top5 2.344 | Epoch: [33][206/553] Time 2.470 Data 0.001 Err 0.5628 top1 14.844 top5 6.250 | Epoch: [33][207/553] Time 2.439 Data 0.000 Err 0.4217 top1 10.156 top5 2.344 | Epoch: [33][208/553] Time 2.440 Data 0.001 Err 0.4169 top1 14.062 top5 2.344 | Epoch: [33][209/553] Time 2.492 Data 0.001 Err 0.3154 top1 7.031 top5 3.906 | Epoch: [33][210/553] Time 2.489 Data 0.001 Err 0.4317 top1 10.938 top5 2.344 | Epoch: [33][211/553] Time 2.453 Data 0.000 Err 0.3123 top1 10.938 top5 0.781 | Epoch: [33][212/553] Time 2.448 Data 0.001 Err 0.3850 top1 9.375 top5 3.906 | Epoch: [33][213/553] Time 2.469 Data 0.001 Err 0.4910 top1 14.062 top5 3.906 | Epoch: [33][214/553] Time 2.480 Data 0.001 Err 0.4187 top1 8.594 top5 3.125 | Epoch: [33][215/553] Time 2.465 Data 0.001 Err 0.4781 top1 13.281 top5 5.469 | Epoch: [33][216/553] Time 2.442 Data 0.001 Err 0.4554 top1 10.156 top5 5.469 | Epoch: [33][217/553] Time 2.443 Data 0.001 Err 0.4906 top1 13.281 top5 5.469 | Epoch: [33][218/553] Time 2.499 Data 0.001 Err 0.3474 top1 7.812 top5 1.562 | Epoch: [33][219/553] Time 2.472 Data 0.002 Err 0.3921 top1 7.812 top5 3.906 | Epoch: [33][220/553] Time 2.454 Data 0.001 Err 0.3459 top1 7.812 top5 3.906 | Epoch: [33][221/553] Time 2.449 Data 0.001 Err 0.6147 top1 17.188 top5 7.812 | Epoch: [33][222/553] Time 2.432 Data 0.000 Err 0.3577 top1 10.156 top5 1.562 | Epoch: [33][223/553] Time 2.465 Data 0.001 Err 0.4294 top1 10.938 top5 3.125 | Epoch: [33][224/553] Time 2.471 Data 0.001 Err 0.3054 top1 11.719 top5 0.781 | Epoch: [33][225/553] Time 2.479 Data 0.001 Err 0.3201 top1 6.250 top5 2.344 | Epoch: [33][226/553] Time 2.473 Data 0.000 Err 0.3808 top1 10.156 top5 3.125 | Epoch: [33][227/553] Time 2.493 Data 0.001 Err 0.4223 top1 9.375 top5 3.906 | Epoch: [33][228/553] Time 2.449 Data 0.001 Err 0.4652 top1 13.281 top5 2.344 | Epoch: [33][229/553] Time 2.461 Data 0.001 Err 0.5266 top1 17.969 top5 3.125 | Epoch: [33][230/553] Time 2.465 Data 0.001 Err 0.6281 top1 15.625 top5 7.031 | Epoch: [33][231/553] Time 2.496 Data 0.001 Err 0.3519 top1 9.375 top5 0.781 | Epoch: [33][232/553] Time 2.511 Data 0.001 Err 0.4323 top1 10.938 top5 3.125 | Epoch: [33][233/553] Time 2.453 Data 0.001 Err 0.5691 top1 14.844 top5 5.469 | Epoch: [33][234/553] Time 2.489 Data 0.001 Err 0.4067 top1 10.156 top5 2.344 | Epoch: [33][235/553] Time 2.496 Data 0.001 Err 0.2360 top1 9.375 top5 0.000 | Epoch: [33][236/553] Time 2.448 Data 0.001 Err 0.4118 top1 8.594 top5 4.688 | Epoch: [33][237/553] Time 2.471 Data 0.001 Err 0.4281 top1 13.281 top5 4.688 | Epoch: [33][238/553] Time 2.488 Data 0.001 Err 0.3565 top1 6.250 top5 4.688 | Epoch: [33][239/553] Time 2.443 Data 0.001 Err 0.3044 top1 7.031 top5 1.562 | Epoch: [33][240/553] Time 2.483 Data 0.001 Err 0.4735 top1 11.719 top5 4.688 | Epoch: [33][241/553] Time 2.447 Data 0.001 Err 0.3953 top1 10.938 top5 0.781 | Epoch: [33][242/553] Time 2.471 Data 0.000 Err 0.3607 top1 9.375 top5 3.906 | Epoch: [33][243/553] Time 2.453 Data 0.001 Err 0.4391 top1 10.938 top5 4.688 | Epoch: [33][244/553] Time 2.477 Data 0.001 Err 0.4551 top1 12.500 top5 1.562 | Epoch: [33][245/553] Time 2.444 Data 0.001 Err 0.3412 top1 8.594 top5 3.906 | Epoch: [33][246/553] Time 2.456 Data 0.001 Err 0.4670 top1 8.594 top5 4.688 | Epoch: [33][247/553] Time 2.459 Data 0.001 Err 0.2615 top1 5.469 top5 2.344 | Epoch: [33][248/553] Time 2.487 Data 0.001 Err 0.3387 top1 7.812 top5 2.344 | Epoch: [33][249/553] Time 2.448 Data 0.000 Err 0.3915 top1 10.156 top5 4.688 | Epoch: [33][250/553] Time 2.462 Data 0.001 Err 0.3971 top1 11.719 top5 2.344 | Epoch: [33][251/553] Time 2.520 Data 0.001 Err 0.3820 top1 12.500 top5 2.344 | Epoch: [33][252/553] Time 2.494 Data 0.001 Err 0.2775 top1 8.594 top5 1.562 | Epoch: [33][253/553] Time 2.446 Data 0.001 Err 0.3881 top1 12.500 top5 2.344 | Epoch: [33][254/553] Time 2.450 Data 0.001 Err 0.3690 top1 11.719 top5 0.781 | Epoch: [33][255/553] Time 2.507 Data 0.001 Err 0.4632 top1 10.156 top5 3.125 | Epoch: [33][256/553] Time 2.453 Data 0.001 Err 0.5191 top1 12.500 top5 3.125 | Epoch: [33][257/553] Time 2.443 Data 0.002 Err 0.5256 top1 14.062 top5 4.688 | Epoch: [33][258/553] Time 2.522 Data 0.001 Err 0.5381 top1 15.625 top5 6.250 | Epoch: [33][259/553] Time 2.456 Data 0.001 Err 0.5230 top1 14.062 top5 3.906 | Epoch: [33][260/553] Time 2.449 Data 0.001 Err 0.2546 top1 7.812 top5 0.781 | Epoch: [33][261/553] Time 2.445 Data 0.001 Err 0.3269 top1 8.594 top5 1.562 | Epoch: [33][262/553] Time 2.488 Data 0.001 Err 0.3879 top1 9.375 top5 3.125 | Epoch: [33][263/553] Time 2.500 Data 0.001 Err 0.4974 top1 11.719 top5 3.125 | Epoch: [33][264/553] Time 2.445 Data 0.001 Err 0.3606 top1 10.156 top5 4.688 | Epoch: [33][265/553] Time 2.447 Data 0.001 Err 0.3879 top1 10.156 top5 2.344 | Epoch: [33][266/553] Time 2.519 Data 0.001 Err 0.5861 top1 14.844 top5 5.469 | Epoch: [33][267/553] Time 2.518 Data 0.001 Err 0.5208 top1 14.062 top5 4.688 | Epoch: [33][268/553] Time 2.446 Data 0.001 Err 0.4237 top1 10.156 top5 2.344 | Epoch: [33][269/553] Time 2.447 Data 0.001 Err 0.4299 top1 10.156 top5 3.125 | Epoch: [33][270/553] Time 2.518 Data 0.001 Err 0.5195 top1 13.281 top5 4.688 | Epoch: [33][271/553] Time 2.510 Data 0.001 Err 0.4175 top1 9.375 top5 3.906 | Epoch: [33][272/553] Time 2.457 Data 0.001 Err 0.4465 top1 14.062 top5 3.906 | Epoch: [33][273/553] Time 2.437 Data 0.001 Err 0.4079 top1 10.938 top5 1.562 | Epoch: [33][274/553] Time 2.481 Data 0.001 Err 0.4533 top1 11.719 top5 3.906 | Epoch: [33][275/553] Time 2.470 Data 0.001 Err 0.4871 top1 12.500 top5 3.125 | Epoch: [33][276/553] Time 2.502 Data 0.001 Err 0.3659 top1 9.375 top5 3.125 | Epoch: [33][277/553] Time 2.458 Data 0.001 Err 0.3313 top1 9.375 top5 0.781 | Epoch: [33][278/553] Time 2.464 Data 0.001 Err 0.3338 top1 9.375 top5 2.344 | Epoch: [33][279/553] Time 2.466 Data 0.001 Err 0.3949 top1 12.500 top5 3.906 | Epoch: [33][280/553] Time 2.454 Data 0.001 Err 0.5693 top1 15.625 top5 7.031 | Epoch: [33][281/553] Time 2.448 Data 0.001 Err 0.2865 top1 9.375 top5 0.781 | Epoch: [33][282/553] Time 2.489 Data 0.001 Err 0.4113 top1 10.938 top5 2.344 | Epoch: [33][283/553] Time 2.475 Data 0.001 Err 0.3683 top1 10.938 top5 1.562 | Epoch: [33][284/553] Time 2.447 Data 0.001 Err 0.4592 top1 12.500 top5 3.125 | Epoch: [33][285/553] Time 2.480 Data 0.001 Err 0.3427 top1 7.031 top5 1.562 | Epoch: [33][286/553] Time 2.488 Data 0.001 Err 0.4491 top1 12.500 top5 3.125 | Epoch: [33][287/553] Time 2.509 Data 0.001 Err 0.4115 top1 11.719 top5 2.344 | Epoch: [33][288/553] Time 2.446 Data 0.001 Err 0.3466 top1 9.375 top5 3.125 | Epoch: [33][289/553] Time 2.446 Data 0.001 Err 0.3266 top1 8.594 top5 1.562 | Epoch: [33][290/553] Time 2.446 Data 0.001 Err 0.3615 top1 8.594 top5 3.125 | Epoch: [33][291/553] Time 2.476 Data 0.001 Err 0.3742 top1 9.375 top5 3.125 | Epoch: [33][292/553] Time 2.441 Data 0.001 Err 0.4110 top1 9.375 top5 3.906 | Epoch: [33][293/553] Time 2.450 Data 0.001 Err 0.3568 top1 7.812 top5 1.562 | Epoch: [33][294/553] Time 2.446 Data 0.001 Err 0.4708 top1 13.281 top5 3.906 | Epoch: [33][295/553] Time 2.476 Data 0.001 Err 0.5343 top1 15.625 top5 3.125 | Epoch: [33][296/553] Time 2.451 Data 0.001 Err 0.3388 top1 10.156 top5 1.562 | Epoch: [33][297/553] Time 2.437 Data 0.001 Err 0.3998 top1 12.500 top5 1.562 | Epoch: [33][298/553] Time 2.445 Data 0.001 Err 0.3572 top1 10.156 top5 3.125 | Epoch: [33][299/553] Time 2.455 Data 0.001 Err 0.3823 top1 9.375 top5 2.344 | Epoch: [33][300/553] Time 2.479 Data 0.000 Err 0.3364 top1 9.375 top5 1.562 | Epoch: [33][301/553] Time 2.451 Data 0.001 Err 0.5349 top1 12.500 top5 4.688 | Epoch: [33][302/553] Time 2.489 Data 0.001 Err 0.5271 top1 12.500 top5 5.469 | Epoch: [33][303/553] Time 2.493 Data 0.001 Err 0.4926 top1 12.500 top5 7.031 | Epoch: [33][304/553] Time 2.453 Data 0.001 Err 0.2964 top1 7.812 top5 2.344 | Epoch: [33][305/553] Time 2.505 Data 0.001 Err 0.3637 top1 13.281 top5 1.562 | Epoch: [33][306/553] Time 2.472 Data 0.001 Err 0.4579 top1 9.375 top5 3.125 | Epoch: [33][307/553] Time 2.464 Data 0.001 Err 0.5373 top1 14.062 top5 4.688 | Epoch: [33][308/553] Time 2.460 Data 0.001 Err 0.4920 top1 10.938 top5 4.688 | Epoch: [33][309/553] Time 2.490 Data 0.001 Err 0.4467 top1 11.719 top5 3.125 | Epoch: [33][310/553] Time 2.477 Data 0.001 Err 0.4911 top1 14.062 top5 3.125 | Epoch: [33][311/553] Time 2.465 Data 0.001 Err 0.3710 top1 10.156 top5 0.781 | Epoch: [33][312/553] Time 2.514 Data 0.001 Err 0.5600 top1 14.844 top5 2.344 | Epoch: [33][313/553] Time 2.449 Data 0.001 Err 0.4357 top1 9.375 top5 2.344 | Epoch: [33][314/553] Time 2.452 Data 0.001 Err 0.3840 top1 10.938 top5 2.344 | Epoch: [33][315/553] Time 2.463 Data 0.001 Err 0.3586 top1 9.375 top5 3.125 | Epoch: [33][316/553] Time 2.502 Data 0.001 Err 0.3885 top1 9.375 top5 2.344 | Epoch: [33][317/553] Time 2.484 Data 0.001 Err 0.5030 top1 14.062 top5 5.469 | Epoch: [33][318/553] Time 2.465 Data 0.001 Err 0.6560 top1 16.406 top5 6.250 | Epoch: [33][319/553] Time 2.448 Data 0.001 Err 0.4061 top1 10.156 top5 2.344 | Epoch: [33][320/553] Time 2.447 Data 0.001 Err 0.2827 top1 7.031 top5 0.781 | Epoch: [33][321/553] Time 2.436 Data 0.001 Err 0.4650 top1 10.156 top5 3.906 | Epoch: [33][322/553] Time 2.467 Data 0.001 Err 0.4017 top1 11.719 top5 3.125 | Epoch: [33][323/553] Time 2.450 Data 0.001 Err 0.3462 top1 9.375 top5 0.781 | Epoch: [33][324/553] Time 2.516 Data 0.001 Err 0.3604 top1 8.594 top5 3.125 | Epoch: [33][325/553] Time 2.487 Data 0.001 Err 0.4821 top1 13.281 top5 2.344 | Epoch: [33][326/553] Time 2.449 Data 0.001 Err 0.2929 top1 7.812 top5 1.562 | Epoch: [33][327/553] Time 2.444 Data 0.001 Err 0.3814 top1 10.156 top5 3.125 | Epoch: [33][328/553] Time 2.452 Data 0.001 Err 0.3264 top1 8.594 top5 3.125 | Epoch: [33][329/553] Time 2.446 Data 0.001 Err 0.4472 top1 10.156 top5 3.125 | Epoch: [33][330/553] Time 2.451 Data 0.001 Err 0.4806 top1 12.500 top5 3.125 | Epoch: [33][331/553] Time 2.489 Data 0.001 Err 0.4560 top1 10.938 top5 5.469 | Epoch: [33][332/553] Time 2.460 Data 0.001 Err 0.4881 top1 11.719 top5 4.688 | Epoch: [33][333/553] Time 2.518 Data 0.003 Err 0.4740 top1 12.500 top5 6.250 | Epoch: [33][334/553] Time 2.514 Data 0.001 Err 0.3369 top1 10.156 top5 0.781 | Epoch: [33][335/553] Time 2.445 Data 0.001 Err 0.4359 top1 12.500 top5 1.562 | Epoch: [33][336/553] Time 2.447 Data 0.001 Err 0.2750 top1 7.031 top5 1.562 | Epoch: [33][337/553] Time 2.445 Data 0.001 Err 0.2817 top1 8.594 top5 0.781 | Epoch: [33][338/553] Time 2.470 Data 0.001 Err 0.4995 top1 12.500 top5 3.906 | Epoch: [33][339/553] Time 2.504 Data 0.001 Err 0.4940 top1 11.719 top5 3.906 | Epoch: [33][340/553] Time 2.437 Data 0.001 Err 0.5620 top1 14.062 top5 6.250 | Epoch: [33][341/553] Time 2.446 Data 0.001 Err 0.4527 top1 10.938 top5 3.906 | Epoch: [33][342/553] Time 2.476 Data 0.001 Err 0.4134 top1 12.500 top5 3.125 | Epoch: [33][343/553] Time 2.527 Data 0.001 Err 0.6160 top1 16.406 top5 4.688 | Epoch: [33][344/553] Time 2.457 Data 0.001 Err 0.3111 top1 9.375 top5 2.344 | Epoch: [33][345/553] Time 2.441 Data 0.001 Err 0.2762 top1 7.031 top5 1.562 | Epoch: [33][346/553] Time 2.472 Data 0.001 Err 0.4532 top1 14.062 top5 3.906 | Epoch: [33][347/553] Time 2.437 Data 0.000 Err 0.5035 top1 12.500 top5 3.906 | Epoch: [33][348/553] Time 2.449 Data 0.001 Err 0.2826 top1 7.031 top5 0.781 | Epoch: [33][349/553] Time 2.512 Data 0.001 Err 0.2259 top1 4.688 top5 1.562 | Epoch: [33][350/553] Time 2.515 Data 0.000 Err 0.2518 top1 7.031 top5 1.562 | Epoch: [33][351/553] Time 2.457 Data 0.001 Err 0.4594 top1 12.500 top5 3.125 | Epoch: [33][352/553] Time 2.525 Data 0.004 Err 0.3700 top1 10.156 top5 2.344 | Epoch: [33][353/553] Time 2.441 Data 0.001 Err 0.5026 top1 14.844 top5 2.344 | Epoch: [33][354/553] Time 2.459 Data 0.001 Err 0.2978 top1 7.812 top5 2.344 | Epoch: [33][355/553] Time 2.447 Data 0.000 Err 0.4970 top1 10.156 top5 6.250 | Epoch: [33][356/553] Time 2.443 Data 0.001 Err 0.5461 top1 12.500 top5 5.469 | Epoch: [33][357/553] Time 2.473 Data 0.001 Err 0.4732 top1 14.062 top5 3.125 | Epoch: [33][358/553] Time 2.462 Data 0.001 Err 0.4532 top1 11.719 top5 3.125 | Epoch: [33][359/553] Time 2.459 Data 0.001 Err 0.3978 top1 12.500 top5 3.125 | Epoch: [33][360/553] Time 2.459 Data 0.001 Err 0.4226 top1 10.938 top5 4.688 | Epoch: [33][361/553] Time 2.443 Data 0.001 Err 0.5344 top1 13.281 top5 5.469 | Epoch: [33][362/553] Time 2.474 Data 0.001 Err 0.4241 top1 10.938 top5 3.906 | Epoch: [33][363/553] Time 2.474 Data 0.001 Err 0.3655 top1 10.156 top5 2.344 | Epoch: [33][364/553] Time 2.449 Data 0.001 Err 0.3801 top1 13.281 top5 1.562 | Epoch: [33][365/553] Time 2.488 Data 0.001 Err 0.5300 top1 17.188 top5 1.562 | Epoch: [33][366/553] Time 2.448 Data 0.000 Err 0.4798 top1 14.062 top5 3.906 | Epoch: [33][367/553] Time 2.521 Data 0.001 Err 0.4141 top1 9.375 top5 3.125 | Epoch: [33][368/553] Time 2.499 Data 0.001 Err 0.3923 top1 14.062 top5 2.344 | Epoch: [33][369/553] Time 2.460 Data 0.001 Err 0.3562 top1 6.250 top5 3.125 | Epoch: [33][370/553] Time 2.446 Data 0.001 Err 0.2376 top1 4.688 top5 1.562 | Epoch: [33][371/553] Time 2.470 Data 0.001 Err 0.4369 top1 9.375 top5 2.344 | Epoch: [33][372/553] Time 2.485 Data 0.001 Err 0.4001 top1 10.938 top5 3.125 | Epoch: [33][373/553] Time 2.491 Data 0.001 Err 0.6381 top1 14.844 top5 7.812 | Epoch: [33][374/553] Time 2.447 Data 0.001 Err 0.5053 top1 13.281 top5 4.688 | Epoch: [33][375/553] Time 2.446 Data 0.001 Err 0.2560 top1 7.031 top5 1.562 | Epoch: [33][376/553] Time 2.448 Data 0.001 Err 0.4925 top1 11.719 top5 3.906 | Epoch: [33][377/553] Time 2.455 Data 0.001 Err 0.3662 top1 10.156 top5 2.344 | Epoch: [33][378/553] Time 2.463 Data 0.001 Err 0.3666 top1 10.156 top5 2.344 | Epoch: [33][379/553] Time 2.447 Data 0.001 Err 0.3388 top1 10.156 top5 3.125 | Epoch: [33][380/553] Time 2.438 Data 0.001 Err 0.3622 top1 10.938 top5 1.562 | Epoch: [33][381/553] Time 2.474 Data 0.001 Err 0.3377 top1 9.375 top5 2.344 | Epoch: [33][382/553] Time 2.502 Data 0.000 Err 0.4203 top1 10.156 top5 3.125 | Epoch: [33][383/553] Time 2.452 Data 0.001 Err 0.4310 top1 10.938 top5 2.344 | Epoch: [33][384/553] Time 2.443 Data 0.001 Err 0.3816 top1 8.594 top5 3.125 | Epoch: [33][385/553] Time 2.460 Data 0.001 Err 0.3420 top1 7.812 top5 2.344 | Epoch: [33][386/553] Time 2.447 Data 0.001 Err 0.2736 top1 10.156 top5 0.781 | Epoch: [33][387/553] Time 2.450 Data 0.001 Err 0.4532 top1 13.281 top5 3.906 | Epoch: [33][388/553] Time 2.465 Data 0.001 Err 0.3171 top1 11.719 top5 0.781 | Epoch: [33][389/553] Time 2.472 Data 0.001 Err 0.2330 top1 5.469 top5 1.562 | Epoch: [33][390/553] Time 2.447 Data 0.001 Err 0.4453 top1 10.156 top5 4.688 | Epoch: [33][391/553] Time 2.451 Data 0.001 Err 0.3626 top1 7.812 top5 2.344 | Epoch: [33][392/553] Time 2.455 Data 0.001 Err 0.2922 top1 8.594 top5 0.781 | Epoch: [33][393/553] Time 2.507 Data 0.001 Err 0.3809 top1 12.500 top5 2.344 | Epoch: [33][394/553] Time 2.511 Data 0.001 Err 0.1612 top1 3.906 top5 0.000 | Epoch: [33][395/553] Time 2.475 Data 0.001 Err 0.4195 top1 10.156 top5 3.906 | Epoch: [33][396/553] Time 2.462 Data 0.001 Err 0.4718 top1 10.156 top5 3.125 | Epoch: [33][397/553] Time 2.439 Data 0.001 Err 0.3810 top1 9.375 top5 4.688 | Epoch: [33][398/553] Time 2.442 Data 0.001 Err 0.5835 top1 17.188 top5 3.906 | Epoch: [33][399/553] Time 2.472 Data 0.001 Err 0.3163 top1 7.031 top5 2.344 | Epoch: [33][400/553] Time 2.506 Data 0.001 Err 0.2969 top1 7.812 top5 0.781 | Epoch: [33][401/553] Time 2.468 Data 0.001 Err 0.4392 top1 12.500 top5 3.125 | Epoch: [33][402/553] Time 2.443 Data 0.001 Err 0.4248 top1 10.938 top5 3.125 | Epoch: [33][403/553] Time 2.468 Data 0.001 Err 0.3773 top1 11.719 top5 1.562 | Epoch: [33][404/553] Time 2.466 Data 0.001 Err 0.3734 top1 8.594 top5 3.125 | Epoch: [33][405/553] Time 2.439 Data 0.001 Err 0.3330 top1 7.031 top5 3.125 | Epoch: [33][406/553] Time 2.457 Data 0.001 Err 0.2588 top1 6.250 top5 2.344 | Epoch: [33][407/553] Time 2.508 Data 0.001 Err 0.2977 top1 10.156 top5 0.781 | Epoch: [33][408/553] Time 2.447 Data 0.001 Err 0.3963 top1 10.938 top5 1.562 | Epoch: [33][409/553] Time 2.450 Data 0.002 Err 0.5976 top1 15.625 top5 6.250 | Epoch: [33][410/553] Time 2.488 Data 0.001 Err 0.4014 top1 14.062 top5 3.906 | Epoch: [33][411/553] Time 2.500 Data 0.001 Err 0.2873 top1 7.812 top5 1.562 | Epoch: [33][412/553] Time 2.462 Data 0.000 Err 0.4693 top1 13.281 top5 3.906 | Epoch: [33][413/553] Time 2.478 Data 0.001 Err 0.2335 top1 5.469 top5 2.344 | Epoch: [33][414/553] Time 2.448 Data 0.001 Err 0.3377 top1 9.375 top5 2.344 | Epoch: [33][415/553] Time 2.465 Data 0.001 Err 0.5212 top1 12.500 top5 3.906 | Epoch: [33][416/553] Time 2.428 Data 0.001 Err 0.5180 top1 14.844 top5 4.688 | Epoch: [33][417/553] Time 2.440 Data 0.001 Err 0.4170 top1 10.156 top5 1.562 | Epoch: [33][418/553] Time 2.482 Data 0.001 Err 0.4227 top1 13.281 top5 2.344 | Epoch: [33][419/553] Time 2.445 Data 0.001 Err 0.3897 top1 13.281 top5 1.562 | Epoch: [33][420/553] Time 2.459 Data 0.001 Err 0.1878 top1 3.906 top5 0.781 | Epoch: [33][421/553] Time 2.440 Data 0.001 Err 0.4054 top1 10.156 top5 3.125 | Epoch: [33][422/553] Time 2.467 Data 0.001 Err 0.3023 top1 9.375 top5 3.125 | Epoch: [33][423/553] Time 2.472 Data 0.001 Err 0.3976 top1 11.719 top5 3.125 | Epoch: [33][424/553] Time 2.469 Data 0.001 Err 0.4238 top1 10.938 top5 3.125 | Epoch: [33][425/553] Time 2.443 Data 0.001 Err 0.3568 top1 7.812 top5 3.906 | Epoch: [33][426/553] Time 2.445 Data 0.001 Err 0.5281 top1 11.719 top5 4.688 | Epoch: [33][427/553] Time 2.478 Data 0.001 Err 0.3413 top1 9.375 top5 1.562 | Epoch: [33][428/553] Time 2.488 Data 0.002 Err 0.4847 top1 14.062 top5 4.688 | Epoch: [33][429/553] Time 2.451 Data 0.001 Err 0.5207 top1 14.062 top5 4.688 | Epoch: [33][430/553] Time 2.472 Data 0.001 Err 0.4202 top1 10.156 top5 2.344 | Epoch: [33][431/553] Time 2.456 Data 0.001 Err 0.4884 top1 11.719 top5 5.469 | Epoch: [33][432/553] Time 2.447 Data 0.001 Err 0.2954 top1 7.031 top5 1.562 | Epoch: [33][433/553] Time 2.444 Data 0.001 Err 0.4242 top1 10.938 top5 3.906 | Epoch: [33][434/553] Time 2.513 Data 0.001 Err 0.2845 top1 7.812 top5 2.344 | Epoch: [33][435/553] Time 2.440 Data 0.001 Err 0.3102 top1 7.812 top5 1.562 | Epoch: [33][436/553] Time 2.456 Data 0.001 Err 0.3197 top1 9.375 top5 1.562 | Epoch: [33][437/553] Time 2.440 Data 0.001 Err 0.3474 top1 7.031 top5 2.344 | Epoch: [33][438/553] Time 2.475 Data 0.001 Err 0.3722 top1 10.938 top5 1.562 | Epoch: [33][439/553] Time 2.507 Data 0.001 Err 0.4292 top1 9.375 top5 3.125 | Epoch: [33][440/553] Time 2.439 Data 0.001 Err 0.4174 top1 10.938 top5 2.344 | Epoch: [33][441/553] Time 2.434 Data 0.001 Err 0.4063 top1 9.375 top5 2.344 | Epoch: [33][442/553] Time 2.442 Data 0.001 Err 0.3587 top1 8.594 top5 3.906 | Epoch: [33][443/553] Time 2.464 Data 0.001 Err 0.3693 top1 10.938 top5 0.781 | Epoch: [33][444/553] Time 2.467 Data 0.001 Err 0.5043 top1 12.500 top5 3.125 | Epoch: [33][445/553] Time 2.490 Data 0.001 Err 0.3650 top1 9.375 top5 2.344 | Epoch: [33][446/553] Time 2.458 Data 0.001 Err 0.4680 top1 10.938 top5 2.344 | Epoch: [33][447/553] Time 2.446 Data 0.002 Err 0.3716 top1 8.594 top5 3.125 | Epoch: [33][448/553] Time 2.458 Data 0.001 Err 0.4728 top1 14.062 top5 4.688 | Epoch: [33][449/553] Time 2.474 Data 0.001 Err 0.3494 top1 10.156 top5 1.562 | Epoch: [33][450/553] Time 2.440 Data 0.001 Err 0.3892 top1 9.375 top5 3.906 | Epoch: [33][451/553] Time 2.432 Data 0.001 Err 0.3757 top1 10.938 top5 3.125 | Epoch: [33][452/553] Time 2.433 Data 0.001 Err 0.5330 top1 15.625 top5 4.688 | Epoch: [33][453/553] Time 2.445 Data 0.001 Err 0.3795 top1 10.938 top5 2.344 | Epoch: [33][454/553] Time 2.435 Data 0.001 Err 0.5977 top1 14.062 top5 7.031 | Epoch: [33][455/553] Time 2.481 Data 0.001 Err 0.3357 top1 9.375 top5 3.125 | Epoch: [33][456/553] Time 2.471 Data 0.001 Err 0.5043 top1 10.156 top5 4.688 | Epoch: [33][457/553] Time 2.443 Data 0.001 Err 0.4472 top1 11.719 top5 4.688 | Epoch: [33][458/553] Time 2.436 Data 0.001 Err 0.4309 top1 13.281 top5 2.344 | Epoch: [33][459/553] Time 2.479 Data 0.001 Err 0.4373 top1 10.156 top5 3.125 | Epoch: [33][460/553] Time 2.455 Data 0.001 Err 0.3228 top1 8.594 top5 1.562 | Epoch: [33][461/553] Time 2.436 Data 0.000 Err 0.5713 top1 17.188 top5 3.125 | Epoch: [33][462/553] Time 2.470 Data 0.001 Err 0.4118 top1 10.938 top5 2.344 | Epoch: [33][463/553] Time 2.448 Data 0.001 Err 0.5656 top1 13.281 top5 5.469 | Epoch: [33][464/553] Time 2.438 Data 0.001 Err 0.3779 top1 8.594 top5 2.344 | Epoch: [33][465/553] Time 2.438 Data 0.001 Err 0.5809 top1 14.062 top5 7.031 | Epoch: [33][466/553] Time 2.467 Data 0.001 Err 0.3415 top1 10.156 top5 1.562 | Epoch: [33][467/553] Time 2.444 Data 0.001 Err 0.4004 top1 9.375 top5 1.562 | Epoch: [33][468/553] Time 2.450 Data 0.001 Err 0.5235 top1 15.625 top5 4.688 | Epoch: [33][469/553] Time 2.433 Data 0.000 Err 0.2945 top1 7.031 top5 1.562 | Epoch: [33][470/553] Time 2.437 Data 0.001 Err 0.2832 top1 10.156 top5 0.781 | Epoch: [33][471/553] Time 2.439 Data 0.001 Err 0.4697 top1 12.500 top5 3.125 | Epoch: [33][472/553] Time 2.440 Data 0.001 Err 0.4557 top1 13.281 top5 3.906 | Epoch: [33][473/553] Time 2.437 Data 0.001 Err 0.3419 top1 10.156 top5 2.344 | Epoch: [33][474/553] Time 2.442 Data 0.001 Err 0.3759 top1 13.281 top5 1.562 | Epoch: [33][475/553] Time 2.434 Data 0.001 Err 0.2673 top1 10.156 top5 0.781 | Epoch: [33][476/553] Time 2.441 Data 0.001 Err 0.4717 top1 10.156 top5 3.906 | Epoch: [33][477/553] Time 2.479 Data 0.001 Err 0.4966 top1 13.281 top5 3.125 | Epoch: [33][478/553] Time 2.440 Data 0.001 Err 0.5833 top1 14.844 top5 3.906 | Epoch: [33][479/553] Time 2.437 Data 0.001 Err 0.4131 top1 9.375 top5 3.906 | Epoch: [33][480/553] Time 2.446 Data 0.000 Err 0.5250 top1 16.406 top5 4.688 | Epoch: [33][481/553] Time 2.469 Data 0.001 Err 0.4371 top1 11.719 top5 3.125 | Epoch: [33][482/553] Time 2.440 Data 0.001 Err 0.2725 top1 7.031 top5 0.781 | Epoch: [33][483/553] Time 2.438 Data 0.001 Err 0.3756 top1 9.375 top5 3.125 | Epoch: [33][484/553] Time 2.446 Data 0.001 Err 0.3778 top1 10.938 top5 4.688 | Epoch: [33][485/553] Time 2.437 Data 0.001 Err 0.3739 top1 8.594 top5 2.344 | Epoch: [33][486/553] Time 2.439 Data 0.001 Err 0.3257 top1 10.156 top5 0.781 | Epoch: [33][487/553] Time 2.437 Data 0.001 Err 0.5423 top1 14.062 top5 6.250 | Epoch: [33][488/553] Time 2.491 Data 0.000 Err 0.4411 top1 13.281 top5 2.344 | Epoch: [33][489/553] Time 2.435 Data 0.001 Err 0.2483 top1 5.469 top5 2.344 | Epoch: [33][490/553] Time 2.446 Data 0.000 Err 0.2464 top1 5.469 top5 2.344 | Epoch: [33][491/553] Time 2.440 Data 0.001 Err 0.4163 top1 9.375 top5 3.906 | Epoch: [33][492/553] Time 2.436 Data 0.001 Err 0.5995 top1 14.844 top5 3.906 | Epoch: [33][493/553] Time 2.445 Data 0.001 Err 0.4557 top1 10.938 top5 2.344 | Epoch: [33][494/553] Time 2.438 Data 0.001 Err 0.3708 top1 9.375 top5 3.125 | Epoch: [33][495/553] Time 2.440 Data 0.001 Err 0.3918 top1 10.938 top5 3.125 | Epoch: [33][496/553] Time 2.462 Data 0.001 Err 0.5110 top1 16.406 top5 3.125 | Epoch: [33][497/553] Time 2.439 Data 0.001 Err 0.3405 top1 9.375 top5 0.781 | Epoch: [33][498/553] Time 2.435 Data 0.001 Err 0.3768 top1 10.156 top5 1.562 | Epoch: [33][499/553] Time 2.434 Data 0.001 Err 0.3966 top1 10.156 top5 3.906 | Epoch: [33][500/553] Time 2.444 Data 0.001 Err 0.5233 top1 13.281 top5 4.688 | Epoch: [33][501/553] Time 2.430 Data 0.001 Err 0.3897 top1 11.719 top5 2.344 | Epoch: [33][502/553] Time 2.466 Data 0.001 Err 0.3297 top1 7.812 top5 3.125 | Epoch: [33][503/553] Time 2.434 Data 0.001 Err 0.2813 top1 6.250 top5 1.562 | Epoch: [33][504/553] Time 2.437 Data 0.001 Err 0.2655 top1 7.031 top5 0.781 | Epoch: [33][505/553] Time 2.443 Data 0.001 Err 0.5196 top1 13.281 top5 3.125 | Epoch: [33][506/553] Time 2.443 Data 0.001 Err 0.5503 top1 12.500 top5 6.250 | Epoch: [33][507/553] Time 2.471 Data 0.001 Err 0.3748 top1 11.719 top5 2.344 | Epoch: [33][508/553] Time 2.429 Data 0.001 Err 0.4996 top1 11.719 top5 5.469 | Epoch: [33][509/553] Time 2.430 Data 0.001 Err 0.3896 top1 7.812 top5 3.125 | Epoch: [33][510/553] Time 2.479 Data 0.001 Err 0.5262 top1 12.500 top5 4.688 | Epoch: [33][511/553] Time 2.477 Data 0.001 Err 0.4402 top1 11.719 top5 3.906 | Epoch: [33][512/553] Time 2.439 Data 0.001 Err 0.3712 top1 10.938 top5 0.781 | Epoch: [33][513/553] Time 2.478 Data 0.001 Err 0.4486 top1 10.938 top5 3.906 | Epoch: [33][514/553] Time 2.432 Data 0.001 Err 0.1971 top1 5.469 top5 0.000 | Epoch: [33][515/553] Time 2.430 Data 0.001 Err 0.4465 top1 10.938 top5 4.688 | Epoch: [33][516/553] Time 2.450 Data 0.001 Err 0.3210 top1 7.812 top5 1.562 | Epoch: [33][517/553] Time 2.462 Data 0.001 Err 0.4088 top1 11.719 top5 3.125 | Epoch: [33][518/553] Time 2.505 Data 0.001 Err 0.3732 top1 9.375 top5 0.781 | Epoch: [33][519/553] Time 2.487 Data 0.001 Err 0.3825 top1 9.375 top5 2.344 | Epoch: [33][520/553] Time 2.472 Data 0.001 Err 0.3530 top1 8.594 top5 2.344 | Epoch: [33][521/553] Time 2.475 Data 0.001 Err 0.4128 top1 10.156 top5 2.344 | Epoch: [33][522/553] Time 2.437 Data 0.001 Err 0.2502 top1 6.250 top5 1.562 | Epoch: [33][523/553] Time 2.434 Data 0.001 Err 0.2590 top1 6.250 top5 1.562 | Epoch: [33][524/553] Time 2.484 Data 0.001 Err 0.5276 top1 12.500 top5 6.250 | Epoch: [33][525/553] Time 2.434 Data 0.001 Err 0.3473 top1 6.250 top5 3.906 | Epoch: [33][526/553] Time 2.441 Data 0.000 Err 0.4672 top1 10.938 top5 3.125 | Epoch: [33][527/553] Time 2.444 Data 0.001 Err 0.3481 top1 9.375 top5 1.562 | Epoch: [33][528/553] Time 2.434 Data 0.001 Err 0.3579 top1 8.594 top5 1.562 | Epoch: [33][529/553] Time 2.443 Data 0.001 Err 0.4311 top1 12.500 top5 2.344 | Epoch: [33][530/553] Time 2.442 Data 0.001 Err 0.4429 top1 7.812 top5 3.906 | Epoch: [33][531/553] Time 2.438 Data 0.001 Err 0.3424 top1 10.156 top5 1.562 | Epoch: [33][532/553] Time 2.438 Data 0.001 Err 0.3593 top1 12.500 top5 2.344 | Epoch: [33][533/553] Time 2.449 Data 0.001 Err 0.4213 top1 12.500 top5 3.125 | Epoch: [33][534/553] Time 2.469 Data 0.001 Err 0.4145 top1 9.375 top5 3.125 | Epoch: [33][535/553] Time 2.441 Data 0.001 Err 0.3643 top1 9.375 top5 1.562 | Epoch: [33][536/553] Time 2.438 Data 0.001 Err 0.3798 top1 8.594 top5 2.344 | Epoch: [33][537/553] Time 2.435 Data 0.000 Err 0.2526 top1 7.031 top5 1.562 | Epoch: [33][538/553] Time 2.476 Data 0.001 Err 0.6102 top1 11.719 top5 7.031 | Epoch: [33][539/553] Time 2.439 Data 0.001 Err 0.3392 top1 11.719 top5 1.562 | Epoch: [33][540/553] Time 2.439 Data 0.001 Err 0.2291 top1 6.250 top5 2.344 | Epoch: [33][541/553] Time 2.438 Data 0.001 Err 0.3386 top1 7.812 top5 3.125 | Epoch: [33][542/553] Time 2.436 Data 0.001 Err 0.5368 top1 11.719 top5 3.125 | Epoch: [33][543/553] Time 2.442 Data 0.000 Err 0.3706 top1 7.812 top5 3.906 | Epoch: [33][544/553] Time 2.437 Data 0.000 Err 0.2498 top1 4.688 top5 1.562 | Epoch: [33][545/553] Time 2.437 Data 0.000 Err 0.2530 top1 4.688 top5 0.000 | Epoch: [33][546/553] Time 2.439 Data 0.000 Err 0.3655 top1 10.156 top5 2.344 | Epoch: [33][547/553] Time 2.435 Data 0.000 Err 0.2735 top1 7.031 top5 0.781 | Epoch: [33][548/553] Time 2.487 Data 0.000 Err 0.3656 top1 9.375 top5 1.562 | Epoch: [33][549/553] Time 2.436 Data 0.000 Err 0.3783 top1 10.938 top5 3.125 | Epoch: [33][550/553] Time 2.435 Data 0.000 Err 0.4786 top1 11.719 top5 5.469 | Epoch: [33][551/553] Time 2.472 Data 0.000 Err 0.3753 top1 10.156 top5 3.125 | Epoch: [33][552/553] Time 2.440 Data 0.000 Err 0.4839 top1 13.281 top5 6.250 | Epoch: [33][553/553] Time 1.026 Data 0.000 Err 0.5910 top1 13.636 top5 4.545 | Test: [33][1/198] Time 2.247 Data 1.530 top1 14.062 ( 14.062) top5 3.125 ( 3.125) | Test: [33][2/198] Time 0.714 Data 0.001 top1 13.281 ( 13.672) top5 0.000 ( 1.562) | Test: [33][3/198] Time 0.714 Data 0.000 top1 11.719 ( 13.021) top5 3.125 ( 2.083) | Test: [33][4/198] Time 0.724 Data 0.001 top1 13.281 ( 13.086) top5 5.469 ( 2.930) | Test: [33][5/198] Time 0.723 Data 0.001 top1 10.156 ( 12.500) top5 0.781 ( 2.500) | Test: [33][6/198] Time 0.714 Data 0.001 top1 12.500 ( 12.500) top5 1.562 ( 2.344) | Test: [33][7/198] Time 0.717 Data 0.001 top1 10.156 ( 12.165) top5 1.562 ( 2.232) | Test: [33][8/198] Time 0.720 Data 0.001 top1 14.844 ( 12.500) top5 3.125 ( 2.344) | Test: [33][9/198] Time 0.717 Data 0.001 top1 12.500 ( 12.500) top5 0.781 ( 2.170) | Test: [33][10/198] Time 0.715 Data 0.001 top1 11.719 ( 12.422) top5 3.125 ( 2.266) | Test: [33][11/198] Time 0.713 Data 0.001 top1 17.188 ( 12.855) top5 1.562 ( 2.202) | Test: [33][12/198] Time 0.721 Data 0.001 top1 16.406 ( 13.151) top5 4.688 ( 2.409) | Test: [33][13/198] Time 0.713 Data 0.001 top1 12.500 ( 13.101) top5 2.344 ( 2.404) | Test: [33][14/198] Time 0.718 Data 0.001 top1 11.719 ( 13.002) top5 1.562 ( 2.344) | Test: [33][15/198] Time 0.716 Data 0.001 top1 9.375 ( 12.760) top5 1.562 ( 2.292) | Test: [33][16/198] Time 0.716 Data 0.001 top1 12.500 ( 12.744) top5 3.125 ( 2.344) | Test: [33][17/198] Time 0.714 Data 0.001 top1 18.750 ( 13.097) top5 3.906 ( 2.436) | Test: [33][18/198] Time 0.711 Data 0.001 top1 12.500 ( 13.064) top5 3.125 ( 2.474) | Test: [33][19/198] Time 0.720 Data 0.001 top1 9.375 ( 12.870) top5 2.344 ( 2.467) | Test: [33][20/198] Time 0.718 Data 0.001 top1 9.375 ( 12.695) top5 0.781 ( 2.383) | Test: [33][21/198] Time 0.720 Data 0.001 top1 19.531 ( 13.021) top5 6.250 ( 2.567) | Test: [33][22/198] Time 0.723 Data 0.001 top1 20.312 ( 13.352) top5 3.125 ( 2.592) | Test: [33][23/198] Time 0.722 Data 0.001 top1 13.281 ( 13.349) top5 3.906 ( 2.649) | Test: [33][24/198] Time 0.719 Data 0.001 top1 8.594 ( 13.151) top5 3.125 ( 2.669) | Test: [33][25/198] Time 0.717 Data 0.002 top1 10.938 ( 13.062) top5 2.344 ( 2.656) | Test: [33][26/198] Time 0.722 Data 0.001 top1 12.500 ( 13.041) top5 2.344 ( 2.644) | Test: [33][27/198] Time 0.719 Data 0.002 top1 14.844 ( 13.108) top5 2.344 ( 2.633) | Test: [33][28/198] Time 0.717 Data 0.001 top1 7.031 ( 12.891) top5 1.562 ( 2.595) | Test: [33][29/198] Time 0.720 Data 0.001 top1 12.500 ( 12.877) top5 3.125 ( 2.613) | Test: [33][30/198] Time 0.720 Data 0.001 top1 19.531 ( 13.099) top5 3.125 ( 2.630) | Test: [33][31/198] Time 0.720 Data 0.001 top1 16.406 ( 13.206) top5 2.344 ( 2.621) | Test: [33][32/198] Time 0.715 Data 0.001 top1 7.031 ( 13.013) top5 2.344 ( 2.612) | Test: [33][33/198] Time 0.714 Data 0.001 top1 11.719 ( 12.973) top5 0.781 ( 2.557) | Test: [33][34/198] Time 0.726 Data 0.004 top1 11.719 ( 12.937) top5 2.344 ( 2.551) | Test: [33][35/198] Time 0.721 Data 0.001 top1 12.500 ( 12.924) top5 3.125 ( 2.567) | Test: [33][36/198] Time 0.726 Data 0.002 top1 16.406 ( 13.021) top5 3.906 ( 2.604) | Test: [33][37/198] Time 0.719 Data 0.001 top1 14.844 ( 13.070) top5 2.344 ( 2.597) | Test: [33][38/198] Time 0.715 Data 0.001 top1 11.719 ( 13.035) top5 3.125 ( 2.611) | Test: [33][39/198] Time 0.718 Data 0.001 top1 10.938 ( 12.981) top5 1.562 ( 2.584) | Test: [33][40/198] Time 0.714 Data 0.001 top1 11.719 ( 12.949) top5 3.125 ( 2.598) | Test: [33][41/198] Time 0.716 Data 0.001 top1 16.406 ( 13.034) top5 3.125 ( 2.611) | Test: [33][42/198] Time 0.712 Data 0.001 top1 14.062 ( 13.058) top5 2.344 ( 2.604) | Test: [33][43/198] Time 0.721 Data 0.001 top1 11.719 ( 13.027) top5 3.125 ( 2.616) | Test: [33][44/198] Time 0.719 Data 0.001 top1 17.188 ( 13.121) top5 1.562 ( 2.592) | Test: [33][45/198] Time 0.713 Data 0.001 top1 10.938 ( 13.073) top5 3.125 ( 2.604) | Test: [33][46/198] Time 0.718 Data 0.001 top1 19.531 ( 13.213) top5 3.125 ( 2.615) | Test: [33][47/198] Time 0.714 Data 0.001 top1 14.062 ( 13.231) top5 0.781 ( 2.576) | Test: [33][48/198] Time 0.717 Data 0.001 top1 8.594 ( 13.135) top5 2.344 ( 2.572) | Test: [33][49/198] Time 0.726 Data 0.001 top1 16.406 ( 13.202) top5 3.906 ( 2.599) | Test: [33][50/198] Time 0.731 Data 0.001 top1 11.719 ( 13.172) top5 1.562 ( 2.578) | Test: [33][51/198] Time 0.724 Data 0.001 top1 14.062 ( 13.189) top5 3.906 ( 2.604) | Test: [33][52/198] Time 0.734 Data 0.001 top1 10.938 ( 13.146) top5 0.781 ( 2.569) | Test: [33][53/198] Time 0.725 Data 0.001 top1 14.844 ( 13.178) top5 2.344 ( 2.565) | Test: [33][54/198] Time 0.726 Data 0.001 top1 4.688 ( 13.021) top5 1.562 ( 2.546) | Test: [33][55/198] Time 0.722 Data 0.001 top1 12.500 ( 13.011) top5 3.125 ( 2.557) | Test: [33][56/198] Time 0.716 Data 0.001 top1 19.531 ( 13.128) top5 4.688 ( 2.595) | Test: [33][57/198] Time 0.716 Data 0.001 top1 15.625 ( 13.172) top5 1.562 ( 2.577) | Test: [33][58/198] Time 0.716 Data 0.001 top1 14.844 ( 13.200) top5 0.781 ( 2.546) | Test: [33][59/198] Time 0.711 Data 0.001 top1 11.719 ( 13.175) top5 2.344 ( 2.542) | Test: [33][60/198] Time 0.718 Data 0.001 top1 12.500 ( 13.164) top5 2.344 ( 2.539) | Test: [33][61/198] Time 0.729 Data 0.001 top1 17.969 ( 13.243) top5 3.125 ( 2.549) | Test: [33][62/198] Time 0.734 Data 0.017 top1 9.375 ( 13.180) top5 2.344 ( 2.545) | Test: [33][63/198] Time 0.719 Data 0.001 top1 10.938 ( 13.145) top5 2.344 ( 2.542) | Test: [33][64/198] Time 0.717 Data 0.001 top1 10.156 ( 13.098) top5 2.344 ( 2.539) | Test: [33][65/198] Time 0.717 Data 0.001 top1 14.844 ( 13.125) top5 1.562 ( 2.524) | Test: [33][66/198] Time 0.716 Data 0.001 top1 13.281 ( 13.127) top5 0.781 ( 2.498) | Test: [33][67/198] Time 0.715 Data 0.001 top1 7.812 ( 13.048) top5 0.781 ( 2.472) | Test: [33][68/198] Time 0.712 Data 0.001 top1 13.281 ( 13.051) top5 2.344 ( 2.470) | Test: [33][69/198] Time 0.722 Data 0.001 top1 16.406 ( 13.100) top5 2.344 ( 2.468) | Test: [33][70/198] Time 0.716 Data 0.001 top1 10.156 ( 13.058) top5 2.344 ( 2.467) | Test: [33][71/198] Time 0.712 Data 0.001 top1 12.500 ( 13.050) top5 0.781 ( 2.443) | Test: [33][72/198] Time 0.716 Data 0.001 top1 12.500 ( 13.043) top5 2.344 ( 2.441) | Test: [33][73/198] Time 0.715 Data 0.001 top1 16.406 ( 13.089) top5 1.562 ( 2.429) | Test: [33][74/198] Time 0.719 Data 0.001 top1 11.719 ( 13.070) top5 2.344 ( 2.428) | Test: [33][75/198] Time 0.716 Data 0.001 top1 14.062 ( 13.083) top5 2.344 ( 2.427) | Test: [33][76/198] Time 0.722 Data 0.001 top1 8.594 ( 13.024) top5 2.344 ( 2.426) | Test: [33][77/198] Time 0.719 Data 0.001 top1 14.844 ( 13.048) top5 1.562 ( 2.415) | Test: [33][78/198] Time 0.717 Data 0.001 top1 12.500 ( 13.041) top5 1.562 ( 2.404) | Test: [33][79/198] Time 0.721 Data 0.001 top1 14.062 ( 13.054) top5 3.125 ( 2.413) | Test: [33][80/198] Time 0.722 Data 0.001 top1 7.812 ( 12.988) top5 3.906 ( 2.432) | Test: [33][81/198] Time 0.726 Data 0.001 top1 13.281 ( 12.992) top5 4.688 ( 2.459) | Test: [33][82/198] Time 0.737 Data 0.001 top1 15.625 ( 13.024) top5 3.906 ( 2.477) | Test: [33][83/198] Time 0.726 Data 0.002 top1 16.406 ( 13.065) top5 3.906 ( 2.494) | Test: [33][84/198] Time 0.728 Data 0.001 top1 10.156 ( 13.030) top5 3.125 ( 2.502) | Test: [33][85/198] Time 0.724 Data 0.001 top1 11.719 ( 13.015) top5 1.562 ( 2.491) | Test: [33][86/198] Time 0.733 Data 0.001 top1 11.719 ( 13.000) top5 5.469 ( 2.525) | Test: [33][87/198] Time 0.731 Data 0.001 top1 11.719 ( 12.985) top5 3.906 ( 2.541) | Test: [33][88/198] Time 0.724 Data 0.001 top1 14.062 ( 12.997) top5 3.125 ( 2.548) | Test: [33][89/198] Time 0.720 Data 0.001 top1 10.156 ( 12.965) top5 3.906 ( 2.563) | Test: [33][90/198] Time 0.720 Data 0.001 top1 10.938 ( 12.943) top5 3.125 ( 2.569) | Test: [33][91/198] Time 0.724 Data 0.001 top1 14.844 ( 12.964) top5 3.125 ( 2.576) | Test: [33][92/198] Time 0.716 Data 0.001 top1 10.938 ( 12.942) top5 0.781 ( 2.556) | Test: [33][93/198] Time 0.718 Data 0.001 top1 10.156 ( 12.912) top5 0.781 ( 2.537) | Test: [33][94/198] Time 0.711 Data 0.001 top1 14.062 ( 12.924) top5 2.344 ( 2.535) | Test: [33][95/198] Time 0.723 Data 0.001 top1 10.938 ( 12.903) top5 1.562 ( 2.525) | Test: [33][96/198] Time 0.716 Data 0.001 top1 10.156 ( 12.874) top5 1.562 ( 2.515) | Test: [33][97/198] Time 0.713 Data 0.001 top1 13.281 ( 12.879) top5 2.344 ( 2.513) | Test: [33][98/198] Time 0.716 Data 0.001 top1 12.500 ( 12.875) top5 2.344 ( 2.511) | Test: [33][99/198] Time 0.715 Data 0.001 top1 6.250 ( 12.808) top5 1.562 ( 2.502) | Test: [33][100/198] Time 0.718 Data 0.001 top1 12.500 ( 12.805) top5 2.344 ( 2.500) | Test: [33][101/198] Time 0.714 Data 0.001 top1 14.844 ( 12.825) top5 3.125 ( 2.506) | Test: [33][102/198] Time 0.718 Data 0.001 top1 15.625 ( 12.852) top5 3.906 ( 2.520) | Test: [33][103/198] Time 0.720 Data 0.001 top1 15.625 ( 12.879) top5 3.125 ( 2.526) | Test: [33][104/198] Time 0.714 Data 0.001 top1 10.938 ( 12.861) top5 0.781 ( 2.509) | Test: [33][105/198] Time 0.713 Data 0.001 top1 4.688 ( 12.783) top5 2.344 ( 2.507) | Test: [33][106/198] Time 0.714 Data 0.001 top1 10.938 ( 12.765) top5 3.906 ( 2.521) | Test: [33][107/198] Time 0.714 Data 0.001 top1 16.406 ( 12.799) top5 1.562 ( 2.512) | Test: [33][108/198] Time 0.721 Data 0.003 top1 14.844 ( 12.818) top5 3.906 ( 2.525) | Test: [33][109/198] Time 0.717 Data 0.001 top1 15.625 ( 12.844) top5 3.906 ( 2.537) | Test: [33][110/198] Time 0.728 Data 0.001 top1 14.062 ( 12.855) top5 3.125 ( 2.543) | Test: [33][111/198] Time 0.719 Data 0.001 top1 17.188 ( 12.894) top5 4.688 ( 2.562) | Test: [33][112/198] Time 0.716 Data 0.001 top1 11.719 ( 12.884) top5 1.562 ( 2.553) | Test: [33][113/198] Time 0.714 Data 0.001 top1 14.844 ( 12.901) top5 5.469 ( 2.579) | Test: [33][114/198] Time 0.719 Data 0.001 top1 13.281 ( 12.904) top5 3.906 ( 2.590) | Test: [33][115/198] Time 0.727 Data 0.001 top1 10.156 ( 12.880) top5 2.344 ( 2.588) | Test: [33][116/198] Time 0.723 Data 0.001 top1 10.156 ( 12.857) top5 1.562 ( 2.579) | Test: [33][117/198] Time 0.719 Data 0.001 top1 14.844 ( 12.874) top5 1.562 ( 2.571) | Test: [33][118/198] Time 0.769 Data 0.002 top1 14.844 ( 12.891) top5 2.344 ( 2.569) | Test: [33][119/198] Time 0.718 Data 0.001 top1 14.062 ( 12.900) top5 0.781 ( 2.554) | Test: [33][120/198] Time 0.716 Data 0.001 top1 14.844 ( 12.917) top5 4.688 ( 2.572) | Test: [33][121/198] Time 0.718 Data 0.001 top1 12.500 ( 12.913) top5 0.781 ( 2.557) | Test: [33][122/198] Time 0.714 Data 0.000 top1 15.625 ( 12.935) top5 3.125 ( 2.561) | Test: [33][123/198] Time 0.715 Data 0.001 top1 10.156 ( 12.913) top5 1.562 ( 2.553) | Test: [33][124/198] Time 0.715 Data 0.001 top1 7.812 ( 12.872) top5 0.781 ( 2.539) | Test: [33][125/198] Time 0.716 Data 0.001 top1 17.188 ( 12.906) top5 2.344 ( 2.538) | Test: [33][126/198] Time 0.716 Data 0.001 top1 22.656 ( 12.984) top5 6.250 ( 2.567) | Test: [33][127/198] Time 0.713 Data 0.001 top1 10.156 ( 12.961) top5 1.562 ( 2.559) | Test: [33][128/198] Time 0.712 Data 0.001 top1 11.719 ( 12.952) top5 5.469 ( 2.582) | Test: [33][129/198] Time 0.715 Data 0.001 top1 12.500 ( 12.948) top5 2.344 ( 2.580) | Test: [33][130/198] Time 0.713 Data 0.001 top1 13.281 ( 12.951) top5 3.125 ( 2.584) | Test: [33][131/198] Time 0.720 Data 0.001 top1 10.938 ( 12.935) top5 3.125 ( 2.588) | Test: [33][132/198] Time 0.716 Data 0.001 top1 14.844 ( 12.950) top5 3.125 ( 2.592) | Test: [33][133/198] Time 0.711 Data 0.001 top1 12.500 ( 12.946) top5 3.906 ( 2.602) | Test: [33][134/198] Time 0.719 Data 0.001 top1 17.188 ( 12.978) top5 2.344 ( 2.600) | Test: [33][135/198] Time 0.720 Data 0.001 top1 16.406 ( 13.003) top5 3.906 ( 2.610) | Test: [33][136/198] Time 0.716 Data 0.001 top1 14.062 ( 13.011) top5 3.125 ( 2.614) | Test: [33][137/198] Time 0.716 Data 0.001 top1 11.719 ( 13.002) top5 2.344 ( 2.612) | Test: [33][138/198] Time 0.718 Data 0.001 top1 10.156 ( 12.981) top5 1.562 ( 2.604) | Test: [33][139/198] Time 0.719 Data 0.001 top1 16.406 ( 13.006) top5 3.125 ( 2.608) | Test: [33][140/198] Time 0.715 Data 0.001 top1 13.281 ( 13.008) top5 2.344 ( 2.606) | Test: [33][141/198] Time 0.721 Data 0.001 top1 14.844 ( 13.021) top5 2.344 ( 2.604) | Test: [33][142/198] Time 0.717 Data 0.001 top1 17.188 ( 13.050) top5 6.250 ( 2.630) | Test: [33][143/198] Time 0.718 Data 0.001 top1 17.969 ( 13.085) top5 0.000 ( 2.611) | Test: [33][144/198] Time 0.717 Data 0.001 top1 14.062 ( 13.091) top5 4.688 ( 2.626) | Test: [33][145/198] Time 0.728 Data 0.001 top1 13.281 ( 13.093) top5 3.906 ( 2.635) | Test: [33][146/198] Time 0.739 Data 0.004 top1 14.062 ( 13.099) top5 3.125 ( 2.638) | Test: [33][147/198] Time 0.727 Data 0.001 top1 14.062 ( 13.106) top5 2.344 ( 2.636) | Test: [33][148/198] Time 0.724 Data 0.004 top1 12.500 ( 13.102) top5 1.562 ( 2.629) | Test: [33][149/198] Time 0.723 Data 0.001 top1 16.406 ( 13.124) top5 2.344 ( 2.627) | Test: [33][150/198] Time 0.712 Data 0.001 top1 17.969 ( 13.156) top5 3.125 ( 2.630) | Test: [33][151/198] Time 0.720 Data 0.001 top1 14.062 ( 13.162) top5 3.125 ( 2.633) | Test: [33][152/198] Time 0.713 Data 0.001 top1 9.375 ( 13.137) top5 2.344 ( 2.632) | Test: [33][153/198] Time 0.714 Data 0.001 top1 10.156 ( 13.118) top5 2.344 ( 2.630) | Test: [33][154/198] Time 0.714 Data 0.001 top1 17.969 ( 13.149) top5 4.688 ( 2.643) | Test: [33][155/198] Time 0.715 Data 0.001 top1 11.719 ( 13.140) top5 1.562 ( 2.636) | Test: [33][156/198] Time 0.714 Data 0.001 top1 17.969 ( 13.171) top5 3.125 ( 2.639) | Test: [33][157/198] Time 0.712 Data 0.001 top1 8.594 ( 13.142) top5 0.781 ( 2.627) | Test: [33][158/198] Time 0.717 Data 0.001 top1 14.844 ( 13.153) top5 1.562 ( 2.621) | Test: [33][159/198] Time 0.712 Data 0.001 top1 17.188 ( 13.178) top5 1.562 ( 2.614) | Test: [33][160/198] Time 0.713 Data 0.001 top1 10.156 ( 13.159) top5 0.781 ( 2.603) | Test: [33][161/198] Time 0.716 Data 0.001 top1 15.625 ( 13.174) top5 4.688 ( 2.615) | Test: [33][162/198] Time 0.714 Data 0.001 top1 20.312 ( 13.219) top5 3.125 ( 2.619) | Test: [33][163/198] Time 0.732 Data 0.001 top1 7.812 ( 13.185) top5 2.344 ( 2.617) | Test: [33][164/198] Time 0.722 Data 0.001 top1 10.938 ( 13.172) top5 1.562 ( 2.611) | Test: [33][165/198] Time 0.730 Data 0.001 top1 19.531 ( 13.210) top5 3.906 ( 2.618) | Test: [33][166/198] Time 0.731 Data 0.001 top1 7.812 ( 13.178) top5 0.781 ( 2.607) | Test: [33][167/198] Time 0.730 Data 0.001 top1 12.500 ( 13.174) top5 2.344 ( 2.606) | Test: [33][168/198] Time 0.729 Data 0.001 top1 10.938 ( 13.160) top5 2.344 ( 2.604) | Test: [33][169/198] Time 0.722 Data 0.001 top1 14.844 ( 13.170) top5 3.125 ( 2.607) | Test: [33][170/198] Time 0.717 Data 0.001 top1 14.062 ( 13.176) top5 0.781 ( 2.597) | Test: [33][171/198] Time 0.718 Data 0.001 top1 14.062 ( 13.181) top5 3.125 ( 2.600) | Test: [33][172/198] Time 0.721 Data 0.001 top1 11.719 ( 13.172) top5 1.562 ( 2.594) | Test: [33][173/198] Time 0.718 Data 0.001 top1 10.156 ( 13.155) top5 2.344 ( 2.592) | Test: [33][174/198] Time 0.716 Data 0.001 top1 22.656 ( 13.209) top5 3.125 ( 2.595) | Test: [33][175/198] Time 0.731 Data 0.001 top1 13.281 ( 13.210) top5 7.031 ( 2.621) | Test: [33][176/198] Time 0.731 Data 0.018 top1 16.406 ( 13.228) top5 4.688 ( 2.632) | Test: [33][177/198] Time 0.721 Data 0.001 top1 15.625 ( 13.242) top5 3.906 ( 2.639) | Test: [33][178/198] Time 0.716 Data 0.001 top1 13.281 ( 13.242) top5 2.344 ( 2.638) | Test: [33][179/198] Time 0.715 Data 0.001 top1 13.281 ( 13.242) top5 5.469 ( 2.654) | Test: [33][180/198] Time 0.717 Data 0.001 top1 12.500 ( 13.238) top5 1.562 ( 2.648) | Test: [33][181/198] Time 0.711 Data 0.001 top1 10.938 ( 13.225) top5 1.562 ( 2.642) | Test: [33][182/198] Time 0.717 Data 0.001 top1 10.938 ( 13.213) top5 3.125 ( 2.644) | Test: [33][183/198] Time 0.711 Data 0.001 top1 10.156 ( 13.196) top5 2.344 ( 2.643) | Test: [33][184/198] Time 0.719 Data 0.001 top1 13.281 ( 13.196) top5 1.562 ( 2.637) | Test: [33][185/198] Time 0.715 Data 0.001 top1 15.625 ( 13.209) top5 3.125 ( 2.639) | Test: [33][186/198] Time 0.711 Data 0.001 top1 10.156 ( 13.193) top5 3.906 ( 2.646) | Test: [33][187/198] Time 0.712 Data 0.001 top1 10.938 ( 13.181) top5 0.781 ( 2.636) | Test: [33][188/198] Time 0.710 Data 0.000 top1 9.375 ( 13.161) top5 0.781 ( 2.626) | Test: [33][189/198] Time 0.716 Data 0.000 top1 12.500 ( 13.157) top5 3.125 ( 2.629) | Test: [33][190/198] Time 0.715 Data 0.000 top1 14.062 ( 13.162) top5 5.469 ( 2.644) | Test: [33][191/198] Time 0.717 Data 0.000 top1 19.531 ( 13.195) top5 4.688 ( 2.655) | Test: [33][192/198] Time 0.716 Data 0.000 top1 13.281 ( 13.196) top5 0.781 ( 2.645) | Test: [33][193/198] Time 0.716 Data 0.000 top1 10.938 ( 13.184) top5 2.344 ( 2.643) | Test: [33][194/198] Time 0.713 Data 0.000 top1 8.594 ( 13.160) top5 0.781 ( 2.634) | Test: [33][195/198] Time 0.715 Data 0.000 top1 10.938 ( 13.149) top5 2.344 ( 2.632) | Test: [33][196/198] Time 0.261 Data 0.000 top1 5.882 ( 13.112) top5 0.000 ( 2.619) | Test: [33][197/198] Time 0.712 Data 0.000 top1 14.844 ( 13.121) top5 3.125 ( 2.621) | Test: [33][198/198] Time 0.722 Data 0.000 top1 14.062 ( 13.126) top5 2.344 ( 2.620) * Finished epoch # 33 top1: 13.126 top5: 2.620 * Best model 13.125510620915 2.6199494949495 Epoch 34 => Training epoch # 34 | Epoch: [34][1/553] Time 4.993 Data 2.508 Err 0.4112 top1 10.156 top5 3.125 | Epoch: [34][2/553] Time 2.447 Data 0.003 Err 0.2863 top1 7.031 top5 1.562 | Epoch: [34][3/553] Time 2.429 Data 0.001 Err 0.3737 top1 8.594 top5 4.688 | Epoch: [34][4/553] Time 2.428 Data 0.001 Err 0.3380 top1 9.375 top5 0.781 | Epoch: [34][5/553] Time 2.429 Data 0.001 Err 0.4070 top1 10.156 top5 3.125 | Epoch: [34][6/553] Time 2.463 Data 0.001 Err 0.3645 top1 9.375 top5 1.562 | Epoch: [34][7/553] Time 2.459 Data 0.001 Err 0.4735 top1 13.281 top5 5.469 | Epoch: [34][8/553] Time 2.452 Data 0.001 Err 0.4606 top1 15.625 top5 3.906 | Epoch: [34][9/553] Time 2.449 Data 0.001 Err 0.5024 top1 14.062 top5 3.906 | Epoch: [34][10/553] Time 2.429 Data 0.001 Err 0.2710 top1 7.812 top5 2.344 | Epoch: [34][11/553] Time 2.422 Data 0.001 Err 0.5337 top1 16.406 top5 3.906 | Epoch: [34][12/553] Time 2.427 Data 0.001 Err 0.4528 top1 14.062 top5 2.344 | Epoch: [34][13/553] Time 2.443 Data 0.001 Err 0.3684 top1 10.938 top5 2.344 | Epoch: [34][14/553] Time 2.435 Data 0.001 Err 0.4060 top1 8.594 top5 3.906 | Epoch: [34][15/553] Time 2.433 Data 0.001 Err 0.3143 top1 7.812 top5 2.344 | Epoch: [34][16/553] Time 2.425 Data 0.001 Err 0.2766 top1 9.375 top5 1.562 | Epoch: [34][17/553] Time 2.439 Data 0.004 Err 0.2622 top1 6.250 top5 2.344 | Epoch: [34][18/553] Time 2.423 Data 0.001 Err 0.5970 top1 15.625 top5 4.688 | Epoch: [34][19/553] Time 2.426 Data 0.001 Err 0.3052 top1 8.594 top5 2.344 | Epoch: [34][20/553] Time 2.425 Data 0.001 Err 0.4601 top1 12.500 top5 3.125 | Epoch: [34][21/553] Time 2.437 Data 0.001 Err 0.3769 top1 9.375 top5 3.125 | Epoch: [34][22/553] Time 2.432 Data 0.001 Err 0.4422 top1 10.156 top5 3.906 | Epoch: [34][23/553] Time 2.454 Data 0.001 Err 0.4875 top1 14.062 top5 4.688 | Epoch: [34][24/553] Time 2.471 Data 0.001 Err 0.3738 top1 14.062 top5 2.344 | Epoch: [34][25/553] Time 2.468 Data 0.001 Err 0.4667 top1 10.938 top5 3.125 | Epoch: [34][26/553] Time 2.440 Data 0.004 Err 0.3938 top1 10.938 top5 3.906 | Epoch: [34][27/553] Time 2.440 Data 0.001 Err 0.3712 top1 11.719 top5 2.344 | Epoch: [34][28/553] Time 2.432 Data 0.001 Err 0.4342 top1 10.938 top5 2.344 | Epoch: [34][29/553] Time 2.428 Data 0.001 Err 0.4118 top1 11.719 top5 3.125 | Epoch: [34][30/553] Time 2.432 Data 0.001 Err 0.3383 top1 7.812 top5 3.125 | Epoch: [34][31/553] Time 2.436 Data 0.001 Err 0.4460 top1 12.500 top5 3.125 | Epoch: [34][32/553] Time 2.429 Data 0.000 Err 0.3278 top1 9.375 top5 1.562 | Epoch: [34][33/553] Time 2.435 Data 0.001 Err 0.4153 top1 10.156 top5 3.125 | Epoch: [34][34/553] Time 2.438 Data 0.001 Err 0.3052 top1 7.812 top5 1.562 | Epoch: [34][35/553] Time 2.441 Data 0.003 Err 0.3920 top1 10.938 top5 3.125 | Epoch: [34][36/553] Time 2.446 Data 0.001 Err 0.5097 top1 11.719 top5 4.688 | Epoch: [34][37/553] Time 2.497 Data 0.001 Err 0.4890 top1 11.719 top5 4.688 | Epoch: [34][38/553] Time 2.439 Data 0.001 Err 0.3230 top1 7.031 top5 2.344 | Epoch: [34][39/553] Time 2.445 Data 0.001 Err 0.4685 top1 10.156 top5 4.688 | Epoch: [34][40/553] Time 2.431 Data 0.001 Err 0.3569 top1 9.375 top5 1.562 | Epoch: [34][41/553] Time 2.474 Data 0.001 Err 0.4270 top1 10.156 top5 3.906 | Epoch: [34][42/553] Time 2.469 Data 0.001 Err 0.4438 top1 10.156 top5 3.906 | Epoch: [34][43/553] Time 2.440 Data 0.001 Err 0.4538 top1 8.594 top5 4.688 | Epoch: [34][44/553] Time 2.457 Data 0.001 Err 0.4858 top1 13.281 top5 3.125 | Epoch: [34][45/553] Time 2.442 Data 0.001 Err 0.4447 top1 12.500 top5 3.125 | Epoch: [34][46/553] Time 2.440 Data 0.001 Err 0.4285 top1 10.938 top5 3.906 | Epoch: [34][47/553] Time 2.446 Data 0.001 Err 0.3122 top1 10.156 top5 0.781 | Epoch: [34][48/553] Time 2.437 Data 0.001 Err 0.4297 top1 13.281 top5 2.344 | Epoch: [34][49/553] Time 2.450 Data 0.001 Err 0.3384 top1 6.250 top5 2.344 | Epoch: [34][50/553] Time 2.440 Data 0.001 Err 0.4046 top1 11.719 top5 2.344 | Epoch: [34][51/553] Time 2.450 Data 0.000 Err 0.5353 top1 14.844 top5 6.250 | Epoch: [34][52/553] Time 2.470 Data 0.001 Err 0.2714 top1 6.250 top5 2.344 | Epoch: [34][53/553] Time 2.436 Data 0.001 Err 0.5312 top1 12.500 top5 3.906 | Epoch: [34][54/553] Time 2.440 Data 0.001 Err 0.6756 top1 14.062 top5 6.250 | Epoch: [34][55/553] Time 2.450 Data 0.001 Err 0.4612 top1 11.719 top5 4.688 | Epoch: [34][56/553] Time 2.441 Data 0.006 Err 0.4511 top1 12.500 top5 2.344 | Epoch: [34][57/553] Time 2.434 Data 0.001 Err 0.4149 top1 9.375 top5 3.906 | Epoch: [34][58/553] Time 2.434 Data 0.001 Err 0.3591 top1 12.500 top5 1.562 | Epoch: [34][59/553] Time 2.470 Data 0.001 Err 0.5288 top1 12.500 top5 5.469 | Epoch: [34][60/553] Time 2.437 Data 0.001 Err 0.5207 top1 11.719 top5 4.688 | Epoch: [34][61/553] Time 2.448 Data 0.000 Err 0.3514 top1 7.812 top5 1.562 | Epoch: [34][62/553] Time 2.436 Data 0.001 Err 0.3480 top1 10.156 top5 1.562 | Epoch: [34][63/553] Time 2.464 Data 0.001 Err 0.2795 top1 7.031 top5 2.344 | Epoch: [34][64/553] Time 2.439 Data 0.001 Err 0.3935 top1 10.938 top5 0.781 | Epoch: [34][65/553] Time 2.482 Data 0.001 Err 0.3969 top1 10.156 top5 2.344 | Epoch: [34][66/553] Time 2.450 Data 0.001 Err 0.3550 top1 9.375 top5 2.344 | Epoch: [34][67/553] Time 2.444 Data 0.001 Err 0.3667 top1 10.156 top5 2.344 | Epoch: [34][68/553] Time 2.437 Data 0.001 Err 0.3623 top1 10.938 top5 2.344 | Epoch: [34][69/553] Time 2.434 Data 0.001 Err 0.3707 top1 11.719 top5 2.344 | Epoch: [34][70/553] Time 2.436 Data 0.001 Err 0.4604 top1 10.156 top5 7.031 | Epoch: [34][71/553] Time 2.439 Data 0.001 Err 0.4596 top1 12.500 top5 3.906 | Epoch: [34][72/553] Time 2.433 Data 0.001 Err 0.5207 top1 11.719 top5 3.125 | Epoch: [34][73/553] Time 2.451 Data 0.001 Err 0.4939 top1 15.625 top5 4.688 | Epoch: [34][74/553] Time 2.467 Data 0.001 Err 0.3369 top1 10.156 top5 2.344 | Epoch: [34][75/553] Time 2.487 Data 0.001 Err 0.3436 top1 10.156 top5 1.562 | Epoch: [34][76/553] Time 2.438 Data 0.001 Err 0.4675 top1 12.500 top5 5.469 | Epoch: [34][77/553] Time 2.434 Data 0.001 Err 0.3415 top1 8.594 top5 3.906 | Epoch: [34][78/553] Time 2.444 Data 0.001 Err 0.4000 top1 10.156 top5 3.125 | Epoch: [34][79/553] Time 2.432 Data 0.001 Err 0.3422 top1 10.938 top5 3.125 | Epoch: [34][80/553] Time 2.475 Data 0.000 Err 0.3508 top1 10.156 top5 2.344 | Epoch: [34][81/553] Time 2.481 Data 0.001 Err 0.3738 top1 9.375 top5 3.125 | Epoch: [34][82/553] Time 2.436 Data 0.001 Err 0.2632 top1 6.250 top5 0.781 | Epoch: [34][83/553] Time 2.451 Data 0.001 Err 0.3304 top1 7.812 top5 3.125 | Epoch: [34][84/553] Time 2.438 Data 0.001 Err 0.3346 top1 8.594 top5 2.344 | Epoch: [34][85/553] Time 2.451 Data 0.001 Err 0.3690 top1 10.938 top5 3.906 | Epoch: [34][86/553] Time 2.439 Data 0.001 Err 0.3887 top1 9.375 top5 3.125 | Epoch: [34][87/553] Time 2.437 Data 0.001 Err 0.5007 top1 13.281 top5 4.688 | Epoch: [34][88/553] Time 2.438 Data 0.001 Err 0.4077 top1 10.156 top5 3.906 | Epoch: [34][89/553] Time 2.480 Data 0.001 Err 0.2803 top1 7.812 top5 0.781 | Epoch: [34][90/553] Time 2.475 Data 0.001 Err 0.4167 top1 12.500 top5 3.906 | Epoch: [34][91/553] Time 2.435 Data 0.001 Err 0.4684 top1 13.281 top5 3.906 | Epoch: [34][92/553] Time 2.442 Data 0.001 Err 0.4135 top1 11.719 top5 3.906 | Epoch: [34][93/553] Time 2.496 Data 0.001 Err 0.3790 top1 9.375 top5 4.688 | Epoch: [34][94/553] Time 2.447 Data 0.004 Err 0.4057 top1 10.156 top5 3.906 | Epoch: [34][95/553] Time 2.434 Data 0.001 Err 0.5488 top1 14.062 top5 6.250 | Epoch: [34][96/553] Time 2.445 Data 0.001 Err 0.3465 top1 9.375 top5 2.344 | Epoch: [34][97/553] Time 2.465 Data 0.001 Err 0.4616 top1 13.281 top5 3.125 | Epoch: [34][98/553] Time 2.480 Data 0.001 Err 0.4360 top1 14.062 top5 3.125 | Epoch: [34][99/553] Time 2.504 Data 0.001 Err 0.3746 top1 9.375 top5 3.125 | Epoch: [34][100/553] Time 2.433 Data 0.001 Err 0.2494 top1 7.031 top5 0.000 | Epoch: [34][101/553] Time 2.516 Data 0.001 Err 0.3482 top1 9.375 top5 2.344 | Epoch: [34][102/553] Time 2.441 Data 0.001 Err 0.3999 top1 9.375 top5 3.125 | Epoch: [34][103/553] Time 2.438 Data 0.001 Err 0.2870 top1 6.250 top5 2.344 | Epoch: [34][104/553] Time 2.490 Data 0.001 Err 0.3722 top1 6.250 top5 3.125 | Epoch: [34][105/553] Time 2.437 Data 0.001 Err 0.3399 top1 7.812 top5 1.562 | Epoch: [34][106/553] Time 2.477 Data 0.001 Err 0.3596 top1 8.594 top5 2.344 | Epoch: [34][107/553] Time 2.470 Data 0.001 Err 0.3034 top1 10.156 top5 1.562 | Epoch: [34][108/553] Time 2.433 Data 0.001 Err 0.3662 top1 9.375 top5 3.906 | Epoch: [34][109/553] Time 2.438 Data 0.001 Err 0.3464 top1 7.031 top5 1.562 | Epoch: [34][110/553] Time 2.443 Data 0.001 Err 0.2739 top1 4.688 top5 1.562 | Epoch: [34][111/553] Time 2.448 Data 0.001 Err 0.4654 top1 10.938 top5 5.469 | Epoch: [34][112/553] Time 2.479 Data 0.001 Err 0.3686 top1 10.156 top5 4.688 | Epoch: [34][113/553] Time 2.440 Data 0.002 Err 0.3714 top1 10.938 top5 1.562 | Epoch: [34][114/553] Time 2.437 Data 0.001 Err 0.4822 top1 15.625 top5 5.469 | Epoch: [34][115/553] Time 2.438 Data 0.001 Err 0.5247 top1 14.062 top5 4.688 | Epoch: [34][116/553] Time 2.440 Data 0.001 Err 0.3996 top1 10.938 top5 3.906 | Epoch: [34][117/553] Time 2.484 Data 0.001 Err 0.6492 top1 14.844 top5 4.688 | Epoch: [34][118/553] Time 2.436 Data 0.001 Err 0.3944 top1 9.375 top5 3.125 | Epoch: [34][119/553] Time 2.474 Data 0.001 Err 0.3466 top1 8.594 top5 1.562 | Epoch: [34][120/553] Time 2.438 Data 0.001 Err 0.3195 top1 5.469 top5 2.344 | Epoch: [34][121/553] Time 2.483 Data 0.001 Err 0.3171 top1 10.938 top5 0.781 | Epoch: [34][122/553] Time 2.435 Data 0.001 Err 0.5282 top1 14.062 top5 3.125 | Epoch: [34][123/553] Time 2.439 Data 0.001 Err 0.3645 top1 10.938 top5 4.688 | Epoch: [34][124/553] Time 2.442 Data 0.001 Err 0.4921 top1 13.281 top5 4.688 | Epoch: [34][125/553] Time 2.435 Data 0.001 Err 0.2954 top1 9.375 top5 0.000 | Epoch: [34][126/553] Time 2.438 Data 0.001 Err 0.3243 top1 13.281 top5 0.781 | Epoch: [34][127/553] Time 2.476 Data 0.000 Err 0.3711 top1 9.375 top5 1.562 | Epoch: [34][128/553] Time 2.452 Data 0.001 Err 0.5281 top1 13.281 top5 3.125 | Epoch: [34][129/553] Time 2.439 Data 0.001 Err 0.2191 top1 5.469 top5 0.781 | Epoch: [34][130/553] Time 2.446 Data 0.001 Err 0.3516 top1 8.594 top5 3.906 | Epoch: [34][131/553] Time 2.455 Data 0.001 Err 0.5107 top1 12.500 top5 7.031 | Epoch: [34][132/553] Time 2.479 Data 0.001 Err 0.4122 top1 9.375 top5 4.688 | Epoch: [34][133/553] Time 2.473 Data 0.000 Err 0.2799 top1 8.594 top5 0.781 | Epoch: [34][134/553] Time 2.454 Data 0.001 Err 0.4113 top1 12.500 top5 1.562 | Epoch: [34][135/553] Time 2.436 Data 0.001 Err 0.4600 top1 13.281 top5 2.344 | Epoch: [34][136/553] Time 2.444 Data 0.001 Err 0.6194 top1 10.938 top5 7.031 | Epoch: [34][137/553] Time 2.468 Data 0.000 Err 0.2810 top1 7.031 top5 1.562 | Epoch: [34][138/553] Time 2.443 Data 0.001 Err 0.5785 top1 12.500 top5 6.250 | Epoch: [34][139/553] Time 2.472 Data 0.001 Err 0.3858 top1 9.375 top5 2.344 | Epoch: [34][140/553] Time 2.448 Data 0.001 Err 0.5852 top1 14.844 top5 4.688 | Epoch: [34][141/553] Time 2.441 Data 0.001 Err 0.3403 top1 10.938 top5 1.562 | Epoch: [34][142/553] Time 2.446 Data 0.001 Err 0.3365 top1 8.594 top5 2.344 | Epoch: [34][143/553] Time 2.437 Data 0.001 Err 0.4174 top1 10.938 top5 1.562 | Epoch: [34][144/553] Time 2.478 Data 0.001 Err 0.3771 top1 10.156 top5 0.781 | Epoch: [34][145/553] Time 2.437 Data 0.001 Err 0.2908 top1 8.594 top5 0.781 | Epoch: [34][146/553] Time 2.438 Data 0.000 Err 0.4285 top1 9.375 top5 3.906 | Epoch: [34][147/553] Time 2.441 Data 0.001 Err 0.3386 top1 8.594 top5 3.125 | Epoch: [34][148/553] Time 2.435 Data 0.001 Err 0.4337 top1 8.594 top5 3.906 | Epoch: [34][149/553] Time 2.494 Data 0.001 Err 0.3516 top1 11.719 top5 2.344 | Epoch: [34][150/553] Time 2.474 Data 0.001 Err 0.4653 top1 9.375 top5 5.469 | Epoch: [34][151/553] Time 2.453 Data 0.004 Err 0.5067 top1 14.844 top5 1.562 | Epoch: [34][152/553] Time 2.433 Data 0.001 Err 0.3557 top1 10.938 top5 3.906 | Epoch: [34][153/553] Time 2.442 Data 0.001 Err 0.2625 top1 7.031 top5 0.000 | Epoch: [34][154/553] Time 2.437 Data 0.001 Err 0.4911 top1 13.281 top5 4.688 | Epoch: [34][155/553] Time 2.436 Data 0.001 Err 0.4102 top1 10.938 top5 2.344 | Epoch: [34][156/553] Time 2.438 Data 0.001 Err 0.4032 top1 11.719 top5 3.906 | Epoch: [34][157/553] Time 2.477 Data 0.001 Err 0.3484 top1 9.375 top5 1.562 | Epoch: [34][158/553] Time 2.449 Data 0.001 Err 0.2880 top1 8.594 top5 2.344 | Epoch: [34][159/553] Time 2.445 Data 0.001 Err 0.4539 top1 10.156 top5 4.688 | Epoch: [34][160/553] Time 2.488 Data 0.001 Err 0.3861 top1 10.156 top5 4.688 | Epoch: [34][161/553] Time 2.458 Data 0.001 Err 0.4057 top1 11.719 top5 1.562 | Epoch: [34][162/553] Time 2.475 Data 0.001 Err 0.3098 top1 5.469 top5 2.344 | Epoch: [34][163/553] Time 2.436 Data 0.001 Err 0.3560 top1 10.938 top5 1.562 | Epoch: [34][164/553] Time 2.436 Data 0.001 Err 0.4844 top1 15.625 top5 1.562 | Epoch: [34][165/553] Time 2.448 Data 0.001 Err 0.3860 top1 9.375 top5 4.688 | Epoch: [34][166/553] Time 2.446 Data 0.001 Err 0.2600 top1 4.688 top5 1.562 | Epoch: [34][167/553] Time 2.517 Data 0.001 Err 0.2136 top1 5.469 top5 0.781 | Epoch: [34][168/553] Time 2.451 Data 0.001 Err 0.2722 top1 7.031 top5 0.000 | Epoch: [34][169/553] Time 2.435 Data 0.001 Err 0.2995 top1 8.594 top5 2.344 | Epoch: [34][170/553] Time 2.448 Data 0.003 Err 0.3053 top1 7.812 top5 0.781 | Epoch: [34][171/553] Time 2.437 Data 0.001 Err 0.3991 top1 12.500 top5 2.344 | Epoch: [34][172/553] Time 2.451 Data 0.001 Err 0.3697 top1 14.062 top5 2.344 | Epoch: [34][173/553] Time 2.514 Data 0.000 Err 0.3519 top1 10.156 top5 2.344 | Epoch: [34][174/553] Time 2.441 Data 0.001 Err 0.3253 top1 8.594 top5 2.344 | Epoch: [34][175/553] Time 2.436 Data 0.000 Err 0.3015 top1 7.812 top5 1.562 | Epoch: [34][176/553] Time 2.438 Data 0.001 Err 0.2841 top1 7.031 top5 0.781 | Epoch: [34][177/553] Time 2.444 Data 0.001 Err 0.3262 top1 9.375 top5 2.344 | Epoch: [34][178/553] Time 2.441 Data 0.001 Err 0.4654 top1 10.938 top5 5.469 | Epoch: [34][179/553] Time 2.447 Data 0.001 Err 0.4352 top1 12.500 top5 4.688 | Epoch: [34][180/553] Time 2.451 Data 0.001 Err 0.3344 top1 8.594 top5 1.562 | Epoch: [34][181/553] Time 2.437 Data 0.001 Err 0.4120 top1 9.375 top5 3.125 | Epoch: [34][182/553] Time 2.439 Data 0.001 Err 0.1478 top1 3.125 top5 0.000 | Epoch: [34][183/553] Time 2.433 Data 0.001 Err 0.2505 top1 7.812 top5 0.781 | Epoch: [34][184/553] Time 2.439 Data 0.001 Err 0.3244 top1 9.375 top5 0.781 | Epoch: [34][185/553] Time 2.436 Data 0.001 Err 0.5010 top1 10.938 top5 4.688 | Epoch: [34][186/553] Time 2.476 Data 0.001 Err 0.3096 top1 8.594 top5 0.781 | Epoch: [34][187/553] Time 2.475 Data 0.001 Err 0.4918 top1 14.062 top5 3.906 | Epoch: [34][188/553] Time 2.436 Data 0.001 Err 0.4925 top1 13.281 top5 3.125 | Epoch: [34][189/553] Time 2.447 Data 0.006 Err 0.3268 top1 7.031 top5 2.344 | Epoch: [34][190/553] Time 2.460 Data 0.001 Err 0.5806 top1 14.844 top5 3.906 | Epoch: [34][191/553] Time 2.469 Data 0.001 Err 0.5212 top1 14.062 top5 7.031 | Epoch: [34][192/553] Time 2.449 Data 0.001 Err 0.3311 top1 9.375 top5 3.125 | Epoch: [34][193/553] Time 2.434 Data 0.001 Err 0.4215 top1 10.938 top5 3.125 | Epoch: [34][194/553] Time 2.433 Data 0.000 Err 0.4562 top1 12.500 top5 2.344 | Epoch: [34][195/553] Time 2.451 Data 0.001 Err 0.4478 top1 14.062 top5 1.562 | Epoch: [34][196/553] Time 2.442 Data 0.001 Err 0.4711 top1 11.719 top5 4.688 | Epoch: [34][197/553] Time 2.437 Data 0.001 Err 0.3522 top1 9.375 top5 1.562 | Epoch: [34][198/553] Time 2.433 Data 0.001 Err 0.5547 top1 16.406 top5 3.906 | Epoch: [34][199/553] Time 2.473 Data 0.001 Err 0.3016 top1 7.031 top5 2.344 | Epoch: [34][200/553] Time 2.440 Data 0.001 Err 0.3758 top1 8.594 top5 1.562 | Epoch: [34][201/553] Time 2.449 Data 0.001 Err 0.4899 top1 12.500 top5 4.688 | Epoch: [34][202/553] Time 2.459 Data 0.001 Err 0.3031 top1 8.594 top5 2.344 | Epoch: [34][203/553] Time 2.431 Data 0.000 Err 0.4543 top1 11.719 top5 3.906 | Epoch: [34][204/553] Time 2.433 Data 0.001 Err 0.3623 top1 8.594 top5 2.344 | Epoch: [34][205/553] Time 2.443 Data 0.001 Err 0.5543 top1 14.062 top5 6.250 | Epoch: [34][206/553] Time 2.488 Data 0.001 Err 0.2616 top1 8.594 top5 2.344 | Epoch: [34][207/553] Time 2.517 Data 0.001 Err 0.3077 top1 5.469 top5 2.344 | Epoch: [34][208/553] Time 2.486 Data 0.006 Err 0.5642 top1 14.062 top5 5.469 | Epoch: [34][209/553] Time 2.466 Data 0.001 Err 0.4184 top1 14.844 top5 2.344 | Epoch: [34][210/553] Time 2.437 Data 0.001 Err 0.3641 top1 10.156 top5 2.344 | Epoch: [34][211/553] Time 2.440 Data 0.001 Err 0.4352 top1 10.156 top5 2.344 | Epoch: [34][212/553] Time 2.475 Data 0.001 Err 0.3225 top1 9.375 top5 0.781 | Epoch: [34][213/553] Time 2.474 Data 0.001 Err 0.3736 top1 10.938 top5 2.344 | Epoch: [34][214/553] Time 2.441 Data 0.001 Err 0.3468 top1 11.719 top5 0.781 | Epoch: [34][215/553] Time 2.442 Data 0.001 Err 0.4171 top1 10.938 top5 1.562 | Epoch: [34][216/553] Time 2.494 Data 0.001 Err 0.3014 top1 7.031 top5 0.781 | Epoch: [34][217/553] Time 2.448 Data 0.001 Err 0.2849 top1 7.812 top5 1.562 | Epoch: [34][218/553] Time 2.451 Data 0.001 Err 0.3581 top1 8.594 top5 2.344 | Epoch: [34][219/553] Time 2.468 Data 0.001 Err 0.2841 top1 7.031 top5 2.344 | Epoch: [34][220/553] Time 2.444 Data 0.001 Err 0.3889 top1 9.375 top5 3.906 | Epoch: [34][221/553] Time 2.439 Data 0.001 Err 0.6477 top1 14.844 top5 6.250 | Epoch: [34][222/553] Time 2.440 Data 0.001 Err 0.4866 top1 13.281 top5 3.125 | Epoch: [34][223/553] Time 2.444 Data 0.001 Err 0.5672 top1 14.062 top5 3.906 | Epoch: [34][224/553] Time 2.442 Data 0.001 Err 0.4309 top1 10.938 top5 2.344 | Epoch: [34][225/553] Time 2.474 Data 0.001 Err 0.4496 top1 13.281 top5 3.906 | Epoch: [34][226/553] Time 2.477 Data 0.001 Err 0.2088 top1 7.031 top5 0.781 | Epoch: [34][227/553] Time 2.456 Data 0.003 Err 0.5274 top1 13.281 top5 3.906 | Epoch: [34][228/553] Time 2.504 Data 0.001 Err 0.4844 top1 9.375 top5 3.906 | Epoch: [34][229/553] Time 2.496 Data 0.001 Err 0.4570 top1 10.156 top5 5.469 | Epoch: [34][230/553] Time 2.449 Data 0.001 Err 0.3702 top1 9.375 top5 3.125 | Epoch: [34][231/553] Time 2.511 Data 0.001 Err 0.4838 top1 14.844 top5 4.688 | Epoch: [34][232/553] Time 2.443 Data 0.000 Err 0.4520 top1 10.938 top5 4.688 | Epoch: [34][233/553] Time 2.463 Data 0.001 Err 0.2626 top1 5.469 top5 0.781 | Epoch: [34][234/553] Time 2.450 Data 0.001 Err 0.3152 top1 6.250 top5 1.562 | Epoch: [34][235/553] Time 2.483 Data 0.001 Err 0.4720 top1 10.156 top5 3.125 | Epoch: [34][236/553] Time 2.508 Data 0.001 Err 0.3671 top1 12.500 top5 2.344 | Epoch: [34][237/553] Time 2.462 Data 0.001 Err 0.4725 top1 16.406 top5 3.906 | Epoch: [34][238/553] Time 2.432 Data 0.001 Err 0.3450 top1 8.594 top5 2.344 | Epoch: [34][239/553] Time 2.466 Data 0.001 Err 0.2885 top1 8.594 top5 1.562 | Epoch: [34][240/553] Time 2.435 Data 0.001 Err 0.2981 top1 9.375 top5 2.344 | Epoch: [34][241/553] Time 2.452 Data 0.001 Err 0.3389 top1 7.812 top5 3.906 | Epoch: [34][242/553] Time 2.440 Data 0.001 Err 0.3900 top1 9.375 top5 3.125 | Epoch: [34][243/553] Time 2.439 Data 0.001 Err 0.3290 top1 7.031 top5 2.344 | Epoch: [34][244/553] Time 2.452 Data 0.001 Err 0.5844 top1 12.500 top5 4.688 | Epoch: [34][245/553] Time 2.444 Data 0.001 Err 0.3188 top1 7.031 top5 3.125 | Epoch: [34][246/553] Time 2.444 Data 0.006 Err 0.2947 top1 5.469 top5 3.125 | Epoch: [34][247/553] Time 2.454 Data 0.001 Err 0.4660 top1 10.156 top5 5.469 | Epoch: [34][248/553] Time 2.445 Data 0.001 Err 0.3644 top1 9.375 top5 1.562 | Epoch: [34][249/553] Time 2.438 Data 0.001 Err 0.2949 top1 6.250 top5 2.344 | Epoch: [34][250/553] Time 2.475 Data 0.001 Err 0.3504 top1 8.594 top5 3.125 | Epoch: [34][251/553] Time 2.490 Data 0.001 Err 0.3551 top1 9.375 top5 2.344 | Epoch: [34][252/553] Time 2.486 Data 0.001 Err 0.2348 top1 6.250 top5 1.562 | Epoch: [34][253/553] Time 2.437 Data 0.001 Err 0.3463 top1 9.375 top5 1.562 | Epoch: [34][254/553] Time 2.477 Data 0.001 Err 0.3952 top1 10.938 top5 3.125 | Epoch: [34][255/553] Time 2.443 Data 0.001 Err 0.3366 top1 10.156 top5 2.344 | Epoch: [34][256/553] Time 2.458 Data 0.001 Err 0.5294 top1 14.844 top5 3.125 | Epoch: [34][257/553] Time 2.446 Data 0.001 Err 0.3183 top1 8.594 top5 0.781 | Epoch: [34][258/553] Time 2.451 Data 0.001 Err 0.5345 top1 13.281 top5 5.469 | Epoch: [34][259/553] Time 2.432 Data 0.001 Err 0.3785 top1 9.375 top5 2.344 | Epoch: [34][260/553] Time 2.442 Data 0.001 Err 0.2733 top1 6.250 top5 1.562 | Epoch: [34][261/553] Time 2.446 Data 0.001 Err 0.5122 top1 12.500 top5 4.688 | Epoch: [34][262/553] Time 2.436 Data 0.001 Err 0.3520 top1 7.812 top5 3.125 | Epoch: [34][263/553] Time 2.443 Data 0.001 Err 0.2812 top1 7.812 top5 1.562 | Epoch: [34][264/553] Time 2.446 Data 0.001 Err 0.4108 top1 10.156 top5 3.906 | Epoch: [34][265/553] Time 2.455 Data 0.003 Err 0.2426 top1 4.688 top5 1.562 | Epoch: [34][266/553] Time 2.444 Data 0.001 Err 0.3318 top1 10.156 top5 3.125 | Epoch: [34][267/553] Time 2.447 Data 0.001 Err 0.4285 top1 12.500 top5 3.125 | Epoch: [34][268/553] Time 2.449 Data 0.001 Err 0.5082 top1 10.938 top5 5.469 | Epoch: [34][269/553] Time 2.496 Data 0.001 Err 0.4945 top1 11.719 top5 2.344 | Epoch: [34][270/553] Time 2.480 Data 0.000 Err 0.4319 top1 14.062 top5 3.906 | Epoch: [34][271/553] Time 2.446 Data 0.001 Err 0.4681 top1 10.938 top5 4.688 | Epoch: [34][272/553] Time 2.440 Data 0.001 Err 0.4396 top1 11.719 top5 3.125 | Epoch: [34][273/553] Time 2.443 Data 0.001 Err 0.3567 top1 8.594 top5 3.906 | Epoch: [34][274/553] Time 2.449 Data 0.001 Err 0.3666 top1 10.156 top5 3.906 | Epoch: [34][275/553] Time 2.483 Data 0.001 Err 0.3716 top1 9.375 top5 3.125 | Epoch: [34][276/553] Time 2.478 Data 0.001 Err 0.2796 top1 7.031 top5 1.562 | Epoch: [34][277/553] Time 2.440 Data 0.001 Err 0.2541 top1 6.250 top5 1.562 | Epoch: [34][278/553] Time 2.476 Data 0.001 Err 0.3002 top1 8.594 top5 1.562 | Epoch: [34][279/553] Time 2.452 Data 0.001 Err 0.3880 top1 7.812 top5 1.562 | Epoch: [34][280/553] Time 2.450 Data 0.001 Err 0.4361 top1 11.719 top5 3.125 | Epoch: [34][281/553] Time 2.467 Data 0.001 Err 0.4566 top1 14.844 top5 4.688 | Epoch: [34][282/553] Time 2.473 Data 0.001 Err 0.3961 top1 10.156 top5 3.125 | Epoch: [34][283/553] Time 2.480 Data 0.001 Err 0.3604 top1 10.156 top5 2.344 | Epoch: [34][284/553] Time 2.491 Data 0.007 Err 0.4640 top1 11.719 top5 4.688 | Epoch: [34][285/553] Time 2.451 Data 0.001 Err 0.3267 top1 10.938 top5 0.781 | Epoch: [34][286/553] Time 2.437 Data 0.001 Err 0.3359 top1 7.031 top5 3.125 | Epoch: [34][287/553] Time 2.440 Data 0.001 Err 0.5773 top1 14.844 top5 5.469 | Epoch: [34][288/553] Time 2.433 Data 0.001 Err 0.4102 top1 12.500 top5 1.562 | Epoch: [34][289/553] Time 2.469 Data 0.000 Err 0.3193 top1 7.031 top5 2.344 | Epoch: [34][290/553] Time 2.453 Data 0.001 Err 0.2514 top1 7.812 top5 1.562 | Epoch: [34][291/553] Time 2.448 Data 0.001 Err 0.3304 top1 10.156 top5 1.562 | Epoch: [34][292/553] Time 2.440 Data 0.001 Err 0.4077 top1 12.500 top5 3.125 | Epoch: [34][293/553] Time 2.443 Data 0.001 Err 0.2803 top1 5.469 top5 1.562 | Epoch: [34][294/553] Time 2.463 Data 0.001 Err 0.2450 top1 7.031 top5 1.562 | Epoch: [34][295/553] Time 2.433 Data 0.001 Err 0.2760 top1 7.031 top5 1.562 | Epoch: [34][296/553] Time 2.436 Data 0.001 Err 0.4168 top1 11.719 top5 4.688 | Epoch: [34][297/553] Time 2.441 Data 0.001 Err 0.5014 top1 14.062 top5 3.906 | Epoch: [34][298/553] Time 2.445 Data 0.000 Err 0.6103 top1 14.844 top5 4.688 | Epoch: [34][299/553] Time 2.443 Data 0.001 Err 0.2738 top1 5.469 top5 2.344 | Epoch: [34][300/553] Time 2.443 Data 0.001 Err 0.5768 top1 14.062 top5 7.812 | Epoch: [34][301/553] Time 2.445 Data 0.001 Err 0.4387 top1 13.281 top5 3.906 | Epoch: [34][302/553] Time 2.446 Data 0.001 Err 0.2975 top1 7.812 top5 3.125 | Epoch: [34][303/553] Time 2.448 Data 0.006 Err 0.2355 top1 6.250 top5 0.000 | Epoch: [34][304/553] Time 2.441 Data 0.001 Err 0.5180 top1 14.844 top5 5.469 | Epoch: [34][305/553] Time 2.464 Data 0.001 Err 0.2623 top1 7.031 top5 0.781 | Epoch: [34][306/553] Time 2.482 Data 0.001 Err 0.4468 top1 11.719 top5 2.344 | Epoch: [34][307/553] Time 2.461 Data 0.001 Err 0.4807 top1 10.156 top5 3.906 | Epoch: [34][308/553] Time 2.441 Data 0.001 Err 0.4535 top1 10.938 top5 5.469 | Epoch: [34][309/553] Time 2.441 Data 0.001 Err 0.3761 top1 10.156 top5 2.344 | Epoch: [34][310/553] Time 2.523 Data 0.001 Err 0.3690 top1 8.594 top5 3.125 | Epoch: [34][311/553] Time 2.480 Data 0.001 Err 0.2983 top1 6.250 top5 1.562 | Epoch: [34][312/553] Time 2.440 Data 0.001 Err 0.3853 top1 12.500 top5 0.781 | Epoch: [34][313/553] Time 2.496 Data 0.001 Err 0.3415 top1 9.375 top5 2.344 | Epoch: [34][314/553] Time 2.439 Data 0.001 Err 0.3861 top1 11.719 top5 1.562 | Epoch: [34][315/553] Time 2.437 Data 0.001 Err 0.2696 top1 10.156 top5 0.781 | Epoch: [34][316/553] Time 2.435 Data 0.001 Err 0.3300 top1 11.719 top5 0.781 | Epoch: [34][317/553] Time 2.450 Data 0.001 Err 0.4406 top1 9.375 top5 3.125 | Epoch: [34][318/553] Time 2.446 Data 0.001 Err 0.4777 top1 10.938 top5 3.906 | Epoch: [34][319/553] Time 2.435 Data 0.001 Err 0.4463 top1 10.938 top5 5.469 | Epoch: [34][320/553] Time 2.459 Data 0.001 Err 0.2469 top1 7.812 top5 0.781 | Epoch: [34][321/553] Time 2.483 Data 0.001 Err 0.4437 top1 11.719 top5 2.344 | Epoch: [34][322/553] Time 2.441 Data 0.001 Err 0.4120 top1 9.375 top5 3.125 | Epoch: [34][323/553] Time 2.446 Data 0.001 Err 0.4133 top1 11.719 top5 3.125 | Epoch: [34][324/553] Time 2.439 Data 0.001 Err 0.5055 top1 16.406 top5 3.125 | Epoch: [34][325/553] Time 2.433 Data 0.001 Err 0.3676 top1 8.594 top5 3.125 | Epoch: [34][326/553] Time 2.498 Data 0.001 Err 0.4436 top1 11.719 top5 6.250 | Epoch: [34][327/553] Time 2.437 Data 0.001 Err 0.2878 top1 5.469 top5 2.344 | Epoch: [34][328/553] Time 2.446 Data 0.001 Err 0.3076 top1 7.031 top5 2.344 | Epoch: [34][329/553] Time 2.442 Data 0.001 Err 0.5578 top1 17.188 top5 3.906 | Epoch: [34][330/553] Time 2.464 Data 0.001 Err 0.5138 top1 12.500 top5 4.688 | Epoch: [34][331/553] Time 2.437 Data 0.001 Err 0.4640 top1 13.281 top5 3.125 | Epoch: [34][332/553] Time 2.445 Data 0.001 Err 0.3742 top1 10.156 top5 2.344 | Epoch: [34][333/553] Time 2.496 Data 0.001 Err 0.3181 top1 8.594 top5 1.562 | Epoch: [34][334/553] Time 2.446 Data 0.001 Err 0.4180 top1 10.156 top5 3.906 | Epoch: [34][335/553] Time 2.451 Data 0.001 Err 0.3842 top1 9.375 top5 2.344 | Epoch: [34][336/553] Time 2.434 Data 0.001 Err 0.3851 top1 10.938 top5 3.125 | Epoch: [34][337/553] Time 2.481 Data 0.001 Err 0.3404 top1 8.594 top5 3.125 | Epoch: [34][338/553] Time 2.504 Data 0.001 Err 0.4722 top1 11.719 top5 3.906 | Epoch: [34][339/553] Time 2.458 Data 0.001 Err 0.3556 top1 7.031 top5 5.469 | Epoch: [34][340/553] Time 2.455 Data 0.001 Err 0.2634 top1 8.594 top5 0.781 | Epoch: [34][341/553] Time 2.438 Data 0.003 Err 0.4141 top1 11.719 top5 3.125 | Epoch: [34][342/553] Time 2.478 Data 0.000 Err 0.3173 top1 6.250 top5 2.344 | Epoch: [34][343/553] Time 2.431 Data 0.001 Err 0.3367 top1 11.719 top5 0.000 | Epoch: [34][344/553] Time 2.432 Data 0.001 Err 0.4935 top1 14.844 top5 3.125 | Epoch: [34][345/553] Time 2.438 Data 0.001 Err 0.4348 top1 13.281 top5 3.125 | Epoch: [34][346/553] Time 2.435 Data 0.001 Err 0.5156 top1 14.062 top5 3.125 | Epoch: [34][347/553] Time 2.448 Data 0.001 Err 0.4126 top1 12.500 top5 2.344 | Epoch: [34][348/553] Time 2.452 Data 0.001 Err 0.4826 top1 12.500 top5 3.906 | Epoch: [34][349/553] Time 2.460 Data 0.001 Err 0.3842 top1 10.938 top5 3.906 | Epoch: [34][350/553] Time 2.452 Data 0.001 Err 0.3430 top1 8.594 top5 2.344 | Epoch: [34][351/553] Time 2.441 Data 0.001 Err 0.3347 top1 10.156 top5 2.344 | Epoch: [34][352/553] Time 2.444 Data 0.001 Err 0.3731 top1 9.375 top5 0.781 | Epoch: [34][353/553] Time 2.434 Data 0.001 Err 0.3636 top1 8.594 top5 0.781 | Epoch: [34][354/553] Time 2.502 Data 0.001 Err 0.5072 top1 16.406 top5 3.906 | Epoch: [34][355/553] Time 2.456 Data 0.001 Err 0.3715 top1 10.156 top5 2.344 | Epoch: [34][356/553] Time 2.503 Data 0.001 Err 0.4403 top1 13.281 top5 3.906 | Epoch: [34][357/553] Time 2.442 Data 0.001 Err 0.2856 top1 7.812 top5 1.562 | Epoch: [34][358/553] Time 2.443 Data 0.003 Err 0.4158 top1 11.719 top5 3.906 | Epoch: [34][359/553] Time 2.445 Data 0.001 Err 0.4102 top1 11.719 top5 3.125 | Epoch: [34][360/553] Time 2.437 Data 0.001 Err 0.4447 top1 10.938 top5 5.469 | Epoch: [34][361/553] Time 2.453 Data 0.001 Err 0.3214 top1 8.594 top5 1.562 | Epoch: [34][362/553] Time 2.453 Data 0.001 Err 0.6361 top1 17.188 top5 6.250 | Epoch: [34][363/553] Time 2.433 Data 0.001 Err 0.4278 top1 10.938 top5 3.906 | Epoch: [34][364/553] Time 2.434 Data 0.001 Err 0.5087 top1 14.844 top5 5.469 | Epoch: [34][365/553] Time 2.456 Data 0.001 Err 0.4117 top1 10.156 top5 4.688 | Epoch: [34][366/553] Time 2.448 Data 0.001 Err 0.3810 top1 10.938 top5 2.344 | Epoch: [34][367/553] Time 2.447 Data 0.001 Err 0.4595 top1 11.719 top5 3.906 | Epoch: [34][368/553] Time 2.467 Data 0.001 Err 0.4324 top1 8.594 top5 3.906 | Epoch: [34][369/553] Time 2.475 Data 0.001 Err 0.2626 top1 6.250 top5 1.562 | Epoch: [34][370/553] Time 2.479 Data 0.001 Err 0.4341 top1 10.156 top5 3.125 | Epoch: [34][371/553] Time 2.502 Data 0.001 Err 0.3871 top1 10.938 top5 3.906 | Epoch: [34][372/553] Time 2.436 Data 0.001 Err 0.2308 top1 5.469 top5 1.562 | Epoch: [34][373/553] Time 2.467 Data 0.001 Err 0.3307 top1 10.156 top5 2.344 | Epoch: [34][374/553] Time 2.439 Data 0.001 Err 0.3534 top1 10.156 top5 2.344 | Epoch: [34][375/553] Time 2.461 Data 0.001 Err 0.3005 top1 7.812 top5 0.781 | Epoch: [34][376/553] Time 2.435 Data 0.001 Err 0.2735 top1 7.812 top5 1.562 | Epoch: [34][377/553] Time 2.451 Data 0.001 Err 0.3093 top1 6.250 top5 2.344 | Epoch: [34][378/553] Time 2.446 Data 0.001 Err 0.3487 top1 10.938 top5 1.562 | Epoch: [34][379/553] Time 2.454 Data 0.006 Err 0.4486 top1 12.500 top5 2.344 | Epoch: [34][380/553] Time 2.442 Data 0.001 Err 0.6672 top1 14.844 top5 7.812 | Epoch: [34][381/553] Time 2.442 Data 0.001 Err 0.4121 top1 10.938 top5 2.344 | Epoch: [34][382/553] Time 2.463 Data 0.001 Err 0.5220 top1 14.844 top5 5.469 | Epoch: [34][383/553] Time 2.441 Data 0.001 Err 0.3587 top1 7.812 top5 2.344 | Epoch: [34][384/553] Time 2.515 Data 0.001 Err 0.4645 top1 12.500 top5 3.125 | Epoch: [34][385/553] Time 2.463 Data 0.001 Err 0.3609 top1 9.375 top5 2.344 | Epoch: [34][386/553] Time 2.479 Data 0.001 Err 0.4008 top1 11.719 top5 4.688 | Epoch: [34][387/553] Time 2.450 Data 0.001 Err 0.3907 top1 9.375 top5 3.125 | Epoch: [34][388/553] Time 2.492 Data 0.004 Err 0.4862 top1 15.625 top5 5.469 | Epoch: [34][389/553] Time 2.451 Data 0.001 Err 0.4747 top1 14.062 top5 3.906 | Epoch: [34][390/553] Time 2.449 Data 0.001 Err 0.4103 top1 6.250 top5 3.125 | Epoch: [34][391/553] Time 2.485 Data 0.001 Err 0.2953 top1 7.031 top5 2.344 | Epoch: [34][392/553] Time 2.451 Data 0.001 Err 0.4555 top1 12.500 top5 1.562 | Epoch: [34][393/553] Time 2.443 Data 0.001 Err 0.1828 top1 4.688 top5 0.000 | Epoch: [34][394/553] Time 2.450 Data 0.001 Err 0.2745 top1 8.594 top5 1.562 | Epoch: [34][395/553] Time 2.471 Data 0.001 Err 0.4696 top1 10.938 top5 4.688 | Epoch: [34][396/553] Time 2.454 Data 0.001 Err 0.3840 top1 11.719 top5 2.344 | Epoch: [34][397/553] Time 2.437 Data 0.001 Err 0.3568 top1 10.938 top5 3.125 | Epoch: [34][398/553] Time 2.448 Data 0.002 Err 0.3246 top1 8.594 top5 2.344 | Epoch: [34][399/553] Time 2.439 Data 0.001 Err 0.4287 top1 10.156 top5 1.562 | Epoch: [34][400/553] Time 2.476 Data 0.001 Err 0.4024 top1 10.938 top5 3.125 | Epoch: [34][401/553] Time 2.459 Data 0.001 Err 0.5084 top1 14.844 top5 3.906 | Epoch: [34][402/553] Time 2.448 Data 0.001 Err 0.5063 top1 11.719 top5 5.469 | Epoch: [34][403/553] Time 2.477 Data 0.001 Err 0.4232 top1 10.156 top5 1.562 | Epoch: [34][404/553] Time 2.445 Data 0.001 Err 0.3893 top1 10.156 top5 2.344 | Epoch: [34][405/553] Time 2.451 Data 0.001 Err 0.3669 top1 9.375 top5 2.344 | Epoch: [34][406/553] Time 2.442 Data 0.001 Err 0.5893 top1 15.625 top5 5.469 | Epoch: [34][407/553] Time 2.439 Data 0.001 Err 0.4442 top1 10.938 top5 3.906 | Epoch: [34][408/553] Time 2.451 Data 0.001 Err 0.4811 top1 11.719 top5 4.688 | Epoch: [34][409/553] Time 2.438 Data 0.001 Err 0.3901 top1 9.375 top5 2.344 | Epoch: [34][410/553] Time 2.434 Data 0.001 Err 0.2637 top1 7.812 top5 0.781 | Epoch: [34][411/553] Time 2.441 Data 0.001 Err 0.2778 top1 6.250 top5 1.562 | Epoch: [34][412/553] Time 2.436 Data 0.001 Err 0.4902 top1 14.062 top5 2.344 | Epoch: [34][413/553] Time 2.477 Data 0.001 Err 0.2517 top1 6.250 top5 1.562 | Epoch: [34][414/553] Time 2.437 Data 0.001 Err 0.3064 top1 7.812 top5 0.000 | Epoch: [34][415/553] Time 2.442 Data 0.001 Err 0.4289 top1 10.938 top5 3.906 | Epoch: [34][416/553] Time 2.444 Data 0.001 Err 0.3321 top1 9.375 top5 2.344 | Epoch: [34][417/553] Time 2.446 Data 0.003 Err 0.3736 top1 11.719 top5 1.562 | Epoch: [34][418/553] Time 2.443 Data 0.001 Err 0.3051 top1 10.156 top5 0.781 | Epoch: [34][419/553] Time 2.432 Data 0.001 Err 0.5265 top1 14.844 top5 3.906 | Epoch: [34][420/553] Time 2.478 Data 0.001 Err 0.3136 top1 8.594 top5 2.344 | Epoch: [34][421/553] Time 2.499 Data 0.001 Err 0.5130 top1 15.625 top5 3.906 | Epoch: [34][422/553] Time 2.458 Data 0.001 Err 0.5921 top1 19.531 top5 5.469 | Epoch: [34][423/553] Time 2.477 Data 0.001 Err 0.5011 top1 12.500 top5 3.125 | Epoch: [34][424/553] Time 2.441 Data 0.001 Err 0.4033 top1 13.281 top5 3.125 | Epoch: [34][425/553] Time 2.488 Data 0.001 Err 0.3091 top1 7.031 top5 1.562 | Epoch: [34][426/553] Time 2.485 Data 0.001 Err 0.4512 top1 8.594 top5 3.125 | Epoch: [34][427/553] Time 2.500 Data 0.001 Err 0.2460 top1 6.250 top5 0.781 | Epoch: [34][428/553] Time 2.445 Data 0.001 Err 0.3536 top1 10.938 top5 1.562 | Epoch: [34][429/553] Time 2.444 Data 0.001 Err 0.4366 top1 10.156 top5 3.906 | Epoch: [34][430/553] Time 2.478 Data 0.001 Err 0.4368 top1 13.281 top5 2.344 | Epoch: [34][431/553] Time 2.435 Data 0.000 Err 0.4922 top1 7.812 top5 5.469 | Epoch: [34][432/553] Time 2.435 Data 0.001 Err 0.3359 top1 8.594 top5 2.344 | Epoch: [34][433/553] Time 2.437 Data 0.001 Err 0.5738 top1 14.844 top5 5.469 | Epoch: [34][434/553] Time 2.446 Data 0.001 Err 0.4782 top1 12.500 top5 3.906 | Epoch: [34][435/553] Time 2.440 Data 0.001 Err 0.2798 top1 7.812 top5 0.000 | Epoch: [34][436/553] Time 2.451 Data 0.002 Err 0.4558 top1 10.938 top5 4.688 | Epoch: [34][437/553] Time 2.461 Data 0.001 Err 0.5300 top1 11.719 top5 4.688 | Epoch: [34][438/553] Time 2.483 Data 0.001 Err 0.4286 top1 13.281 top5 2.344 | Epoch: [34][439/553] Time 2.434 Data 0.001 Err 0.4887 top1 11.719 top5 4.688 | Epoch: [34][440/553] Time 2.474 Data 0.001 Err 0.3590 top1 8.594 top5 3.125 | Epoch: [34][441/553] Time 2.432 Data 0.001 Err 0.4659 top1 11.719 top5 3.906 | Epoch: [34][442/553] Time 2.475 Data 0.001 Err 0.3501 top1 10.938 top5 3.906 | Epoch: [34][443/553] Time 2.432 Data 0.001 Err 0.5640 top1 14.844 top5 5.469 | Epoch: [34][444/553] Time 2.513 Data 0.001 Err 0.3967 top1 9.375 top5 3.125 | Epoch: [34][445/553] Time 2.441 Data 0.001 Err 0.2884 top1 8.594 top5 2.344 | Epoch: [34][446/553] Time 2.477 Data 0.001 Err 0.5571 top1 15.625 top5 4.688 | Epoch: [34][447/553] Time 2.435 Data 0.001 Err 0.4903 top1 12.500 top5 5.469 | Epoch: [34][448/553] Time 2.443 Data 0.001 Err 0.3029 top1 7.812 top5 2.344 | Epoch: [34][449/553] Time 2.496 Data 0.001 Err 0.5366 top1 13.281 top5 3.125 | Epoch: [34][450/553] Time 2.478 Data 0.001 Err 0.3345 top1 9.375 top5 3.906 | Epoch: [34][451/553] Time 2.447 Data 0.001 Err 0.3386 top1 7.812 top5 4.688 | Epoch: [34][452/553] Time 2.450 Data 0.001 Err 0.3920 top1 9.375 top5 2.344 | Epoch: [34][453/553] Time 2.445 Data 0.001 Err 0.3310 top1 8.594 top5 3.125 | Epoch: [34][454/553] Time 2.473 Data 0.001 Err 0.3147 top1 7.031 top5 1.562 | Epoch: [34][455/553] Time 2.489 Data 0.003 Err 0.3194 top1 8.594 top5 0.781 | Epoch: [34][456/553] Time 2.432 Data 0.001 Err 0.4120 top1 11.719 top5 3.906 | Epoch: [34][457/553] Time 2.450 Data 0.001 Err 0.5371 top1 14.062 top5 4.688 | Epoch: [34][458/553] Time 2.439 Data 0.001 Err 0.3139 top1 10.156 top5 3.125 | Epoch: [34][459/553] Time 2.437 Data 0.001 Err 0.3556 top1 9.375 top5 2.344 | Epoch: [34][460/553] Time 2.440 Data 0.001 Err 0.4356 top1 10.938 top5 3.125 | Epoch: [34][461/553] Time 2.447 Data 0.001 Err 0.4267 top1 10.938 top5 5.469 | Epoch: [34][462/553] Time 2.436 Data 0.001 Err 0.4436 top1 14.062 top5 2.344 | Epoch: [34][463/553] Time 2.446 Data 0.001 Err 0.5050 top1 14.062 top5 4.688 | Epoch: [34][464/553] Time 2.439 Data 0.001 Err 0.3877 top1 12.500 top5 3.125 | Epoch: [34][465/553] Time 2.446 Data 0.001 Err 0.4246 top1 14.844 top5 5.469 | Epoch: [34][466/553] Time 2.440 Data 0.001 Err 0.4336 top1 11.719 top5 3.125 | Epoch: [34][467/553] Time 2.438 Data 0.001 Err 0.5915 top1 17.188 top5 3.906 | Epoch: [34][468/553] Time 2.452 Data 0.001 Err 0.4571 top1 14.844 top5 2.344 | Epoch: [34][469/553] Time 2.469 Data 0.001 Err 0.4682 top1 14.062 top5 2.344 | Epoch: [34][470/553] Time 2.435 Data 0.001 Err 0.4901 top1 13.281 top5 2.344 | Epoch: [34][471/553] Time 2.438 Data 0.001 Err 0.4961 top1 12.500 top5 3.125 | Epoch: [34][472/553] Time 2.444 Data 0.001 Err 0.4697 top1 14.844 top5 2.344 | Epoch: [34][473/553] Time 2.439 Data 0.001 Err 0.3595 top1 5.469 top5 2.344 | Epoch: [34][474/553] Time 2.458 Data 0.003 Err 0.4586 top1 11.719 top5 4.688 | Epoch: [34][475/553] Time 2.455 Data 0.001 Err 0.3424 top1 9.375 top5 3.906 | Epoch: [34][476/553] Time 2.483 Data 0.001 Err 0.4228 top1 13.281 top5 1.562 | Epoch: [34][477/553] Time 2.436 Data 0.001 Err 0.4788 top1 11.719 top5 3.906 | Epoch: [34][478/553] Time 2.488 Data 0.001 Err 0.4350 top1 14.062 top5 2.344 | Epoch: [34][479/553] Time 2.484 Data 0.001 Err 0.2817 top1 7.031 top5 2.344 | Epoch: [34][480/553] Time 2.457 Data 0.001 Err 0.5284 top1 12.500 top5 5.469 | Epoch: [34][481/553] Time 2.440 Data 0.001 Err 0.3726 top1 10.938 top5 2.344 | Epoch: [34][482/553] Time 2.490 Data 0.001 Err 0.5120 top1 14.062 top5 4.688 | Epoch: [34][483/553] Time 2.482 Data 0.001 Err 0.5368 top1 14.062 top5 6.250 | Epoch: [34][484/553] Time 2.449 Data 0.001 Err 0.3457 top1 8.594 top5 3.906 | Epoch: [34][485/553] Time 2.439 Data 0.001 Err 0.5259 top1 9.375 top5 3.906 | Epoch: [34][486/553] Time 2.468 Data 0.001 Err 0.2762 top1 7.812 top5 1.562 | Epoch: [34][487/553] Time 2.437 Data 0.001 Err 0.5145 top1 12.500 top5 6.250 | Epoch: [34][488/553] Time 2.435 Data 0.001 Err 0.3749 top1 9.375 top5 2.344 | Epoch: [34][489/553] Time 2.473 Data 0.001 Err 0.4869 top1 10.938 top5 4.688 | Epoch: [34][490/553] Time 2.433 Data 0.001 Err 0.4712 top1 11.719 top5 4.688 | Epoch: [34][491/553] Time 2.446 Data 0.001 Err 0.2663 top1 7.812 top5 1.562 | Epoch: [34][492/553] Time 2.442 Data 0.001 Err 0.3207 top1 10.156 top5 0.781 | Epoch: [34][493/553] Time 2.482 Data 0.002 Err 0.2863 top1 7.031 top5 1.562 | Epoch: [34][494/553] Time 2.453 Data 0.001 Err 0.4287 top1 10.938 top5 4.688 | Epoch: [34][495/553] Time 2.456 Data 0.001 Err 0.3857 top1 8.594 top5 2.344 | Epoch: [34][496/553] Time 2.454 Data 0.001 Err 0.4556 top1 12.500 top5 3.125 | Epoch: [34][497/553] Time 2.438 Data 0.001 Err 0.4005 top1 12.500 top5 3.125 | Epoch: [34][498/553] Time 2.463 Data 0.001 Err 0.4992 top1 10.938 top5 3.125 | Epoch: [34][499/553] Time 2.471 Data 0.001 Err 0.4051 top1 10.938 top5 3.125 | Epoch: [34][500/553] Time 2.440 Data 0.001 Err 0.4005 top1 7.031 top5 3.906 | Epoch: [34][501/553] Time 2.490 Data 0.001 Err 0.5724 top1 14.844 top5 5.469 | Epoch: [34][502/553] Time 2.441 Data 0.001 Err 0.2955 top1 10.156 top5 1.562 | Epoch: [34][503/553] Time 2.443 Data 0.001 Err 0.4760 top1 13.281 top5 5.469 | Epoch: [34][504/553] Time 2.450 Data 0.001 Err 0.3343 top1 10.938 top5 1.562 | Epoch: [34][505/553] Time 2.441 Data 0.001 Err 0.3830 top1 9.375 top5 3.906 | Epoch: [34][506/553] Time 2.478 Data 0.001 Err 0.2392 top1 7.812 top5 0.000 | Epoch: [34][507/553] Time 2.441 Data 0.000 Err 0.4052 top1 10.938 top5 3.906 | Epoch: [34][508/553] Time 2.446 Data 0.001 Err 0.4659 top1 14.062 top5 3.906 | Epoch: [34][509/553] Time 2.485 Data 0.001 Err 0.1963 top1 4.688 top5 0.781 | Epoch: [34][510/553] Time 2.480 Data 0.001 Err 0.2993 top1 7.031 top5 1.562 | Epoch: [34][511/553] Time 2.445 Data 0.001 Err 0.4319 top1 12.500 top5 1.562 | Epoch: [34][512/553] Time 2.488 Data 0.004 Err 0.5771 top1 13.281 top5 7.031 | Epoch: [34][513/553] Time 2.453 Data 0.001 Err 0.4001 top1 11.719 top5 1.562 | Epoch: [34][514/553] Time 2.481 Data 0.001 Err 0.3827 top1 8.594 top5 2.344 | Epoch: [34][515/553] Time 2.440 Data 0.001 Err 0.3849 top1 8.594 top5 3.125 | Epoch: [34][516/553] Time 2.436 Data 0.001 Err 0.3747 top1 10.938 top5 3.906 | Epoch: [34][517/553] Time 2.440 Data 0.001 Err 0.4809 top1 11.719 top5 2.344 | Epoch: [34][518/553] Time 2.444 Data 0.001 Err 0.2621 top1 5.469 top5 2.344 | Epoch: [34][519/553] Time 2.446 Data 0.001 Err 0.3478 top1 12.500 top5 1.562 | Epoch: [34][520/553] Time 2.506 Data 0.001 Err 0.3054 top1 10.938 top5 2.344 | Epoch: [34][521/553] Time 2.442 Data 0.001 Err 0.5432 top1 10.156 top5 4.688 | Epoch: [34][522/553] Time 2.444 Data 0.001 Err 0.3770 top1 9.375 top5 3.125 | Epoch: [34][523/553] Time 2.438 Data 0.001 Err 0.3377 top1 10.156 top5 0.781 | Epoch: [34][524/553] Time 2.434 Data 0.001 Err 0.3838 top1 11.719 top5 2.344 | Epoch: [34][525/553] Time 2.439 Data 0.001 Err 0.5756 top1 14.844 top5 4.688 | Epoch: [34][526/553] Time 2.443 Data 0.000 Err 0.3491 top1 9.375 top5 3.125 | Epoch: [34][527/553] Time 2.454 Data 0.001 Err 0.3011 top1 8.594 top5 2.344 | Epoch: [34][528/553] Time 2.452 Data 0.001 Err 0.3542 top1 7.812 top5 1.562 | Epoch: [34][529/553] Time 2.458 Data 0.001 Err 0.3308 top1 10.938 top5 1.562 | Epoch: [34][530/553] Time 2.441 Data 0.001 Err 0.5467 top1 12.500 top5 7.031 | Epoch: [34][531/553] Time 2.443 Data 0.003 Err 0.3605 top1 7.812 top5 3.125 | Epoch: [34][532/553] Time 2.438 Data 0.001 Err 0.3471 top1 9.375 top5 3.125 | Epoch: [34][533/553] Time 2.448 Data 0.001 Err 0.3231 top1 8.594 top5 3.125 | Epoch: [34][534/553] Time 2.444 Data 0.001 Err 0.3646 top1 8.594 top5 1.562 | Epoch: [34][535/553] Time 2.435 Data 0.001 Err 0.3467 top1 9.375 top5 0.781 | Epoch: [34][536/553] Time 2.440 Data 0.001 Err 0.2792 top1 7.812 top5 0.781 | Epoch: [34][537/553] Time 2.441 Data 0.001 Err 0.3760 top1 11.719 top5 3.125 | Epoch: [34][538/553] Time 2.480 Data 0.001 Err 0.4904 top1 10.938 top5 5.469 | Epoch: [34][539/553] Time 2.456 Data 0.001 Err 0.3572 top1 10.938 top5 2.344 | Epoch: [34][540/553] Time 2.441 Data 0.001 Err 0.4385 top1 14.062 top5 2.344 | Epoch: [34][541/553] Time 2.480 Data 0.001 Err 0.4198 top1 11.719 top5 3.125 | Epoch: [34][542/553] Time 2.437 Data 0.001 Err 0.3856 top1 11.719 top5 3.906 | Epoch: [34][543/553] Time 2.442 Data 0.000 Err 0.4536 top1 14.844 top5 3.906 | Epoch: [34][544/553] Time 2.443 Data 0.000 Err 0.4843 top1 12.500 top5 3.125 | Epoch: [34][545/553] Time 2.433 Data 0.000 Err 0.4576 top1 12.500 top5 1.562 | Epoch: [34][546/553] Time 2.476 Data 0.000 Err 0.4339 top1 12.500 top5 2.344 | Epoch: [34][547/553] Time 2.436 Data 0.000 Err 0.4372 top1 9.375 top5 3.906 | Epoch: [34][548/553] Time 2.455 Data 0.000 Err 0.1972 top1 4.688 top5 0.781 | Epoch: [34][549/553] Time 2.443 Data 0.000 Err 0.4257 top1 10.156 top5 4.688 | Epoch: [34][550/553] Time 2.483 Data 0.000 Err 0.3699 top1 8.594 top5 3.125 | Epoch: [34][551/553] Time 2.448 Data 0.000 Err 0.3417 top1 7.812 top5 2.344 | Epoch: [34][552/553] Time 2.472 Data 0.000 Err 0.4565 top1 12.500 top5 3.125 | Epoch: [34][553/553] Time 1.022 Data 0.000 Err 0.2910 top1 6.818 top5 2.273 | Test: [34][1/198] Time 2.794 Data 2.075 top1 14.062 ( 14.062) top5 3.906 ( 3.906) | Test: [34][2/198] Time 0.725 Data 0.001 top1 13.281 ( 13.672) top5 2.344 ( 3.125) | Test: [34][3/198] Time 0.737 Data 0.000 top1 10.938 ( 12.760) top5 1.562 ( 2.604) | Test: [34][4/198] Time 0.725 Data 0.002 top1 14.062 ( 13.086) top5 3.906 ( 2.930) | Test: [34][5/198] Time 0.723 Data 0.001 top1 11.719 ( 12.812) top5 0.781 ( 2.500) | Test: [34][6/198] Time 0.732 Data 0.000 top1 11.719 ( 12.630) top5 1.562 ( 2.344) | Test: [34][7/198] Time 0.725 Data 0.001 top1 10.938 ( 12.388) top5 2.344 ( 2.344) | Test: [34][8/198] Time 0.723 Data 0.001 top1 17.188 ( 12.988) top5 5.469 ( 2.734) | Test: [34][9/198] Time 0.711 Data 0.001 top1 11.719 ( 12.847) top5 0.781 ( 2.517) | Test: [34][10/198] Time 0.728 Data 0.008 top1 10.156 ( 12.578) top5 2.344 ( 2.500) | Test: [34][11/198] Time 0.716 Data 0.001 top1 17.188 ( 12.997) top5 3.906 ( 2.628) | Test: [34][12/198] Time 0.722 Data 0.001 top1 15.625 ( 13.216) top5 2.344 ( 2.604) | Test: [34][13/198] Time 0.719 Data 0.001 top1 14.844 ( 13.341) top5 1.562 ( 2.524) | Test: [34][14/198] Time 0.717 Data 0.001 top1 14.062 ( 13.393) top5 5.469 ( 2.734) | Test: [34][15/198] Time 0.713 Data 0.001 top1 12.500 ( 13.333) top5 0.781 ( 2.604) | Test: [34][16/198] Time 0.716 Data 0.001 top1 13.281 ( 13.330) top5 0.781 ( 2.490) | Test: [34][17/198] Time 0.710 Data 0.001 top1 15.625 ( 13.465) top5 2.344 ( 2.482) | Test: [34][18/198] Time 0.716 Data 0.001 top1 17.188 ( 13.672) top5 3.125 ( 2.517) | Test: [34][19/198] Time 0.717 Data 0.001 top1 12.500 ( 13.610) top5 0.781 ( 2.426) | Test: [34][20/198] Time 0.719 Data 0.001 top1 16.406 ( 13.750) top5 1.562 ( 2.383) | Test: [34][21/198] Time 0.716 Data 0.001 top1 16.406 ( 13.876) top5 3.906 ( 2.455) | Test: [34][22/198] Time 0.719 Data 0.001 top1 12.500 ( 13.814) top5 2.344 ( 2.450) | Test: [34][23/198] Time 0.739 Data 0.001 top1 14.062 ( 13.825) top5 2.344 ( 2.446) | Test: [34][24/198] Time 0.732 Data 0.004 top1 10.156 ( 13.672) top5 0.781 ( 2.376) | Test: [34][25/198] Time 0.741 Data 0.001 top1 9.375 ( 13.500) top5 0.781 ( 2.312) | Test: [34][26/198] Time 0.733 Data 0.004 top1 11.719 ( 13.431) top5 2.344 ( 2.314) | Test: [34][27/198] Time 0.736 Data 0.001 top1 9.375 ( 13.281) top5 0.000 ( 2.228) | Test: [34][28/198] Time 0.725 Data 0.003 top1 10.938 ( 13.198) top5 0.781 ( 2.176) | Test: [34][29/198] Time 0.727 Data 0.001 top1 11.719 ( 13.147) top5 3.906 ( 2.236) | Test: [34][30/198] Time 0.714 Data 0.001 top1 15.625 ( 13.229) top5 3.125 ( 2.266) | Test: [34][31/198] Time 0.723 Data 0.001 top1 11.719 ( 13.180) top5 0.781 ( 2.218) | Test: [34][32/198] Time 0.721 Data 0.001 top1 11.719 ( 13.135) top5 3.125 ( 2.246) | Test: [34][33/198] Time 0.730 Data 0.001 top1 17.188 ( 13.258) top5 4.688 ( 2.320) | Test: [34][34/198] Time 0.727 Data 0.001 top1 15.625 ( 13.327) top5 3.125 ( 2.344) | Test: [34][35/198] Time 0.714 Data 0.001 top1 13.281 ( 13.326) top5 0.781 ( 2.299) | Test: [34][36/198] Time 0.722 Data 0.001 top1 12.500 ( 13.303) top5 3.906 ( 2.344) | Test: [34][37/198] Time 0.718 Data 0.001 top1 14.062 ( 13.323) top5 3.125 ( 2.365) | Test: [34][38/198] Time 0.716 Data 0.001 top1 14.062 ( 13.343) top5 1.562 ( 2.344) | Test: [34][39/198] Time 0.719 Data 0.001 top1 9.375 ( 13.241) top5 2.344 ( 2.344) | Test: [34][40/198] Time 0.716 Data 0.001 top1 13.281 ( 13.242) top5 3.906 ( 2.383) | Test: [34][41/198] Time 0.714 Data 0.001 top1 14.844 ( 13.281) top5 1.562 ( 2.363) | Test: [34][42/198] Time 0.720 Data 0.001 top1 17.188 ( 13.374) top5 6.250 ( 2.455) | Test: [34][43/198] Time 0.719 Data 0.001 top1 13.281 ( 13.372) top5 2.344 ( 2.453) | Test: [34][44/198] Time 0.718 Data 0.001 top1 10.156 ( 13.299) top5 2.344 ( 2.450) | Test: [34][45/198] Time 0.712 Data 0.001 top1 10.156 ( 13.229) top5 3.125 ( 2.465) | Test: [34][46/198] Time 0.720 Data 0.001 top1 10.938 ( 13.179) top5 3.125 ( 2.480) | Test: [34][47/198] Time 0.721 Data 0.001 top1 7.812 ( 13.065) top5 2.344 ( 2.477) | Test: [34][48/198] Time 0.718 Data 0.004 top1 10.156 ( 13.005) top5 0.781 ( 2.441) | Test: [34][49/198] Time 0.718 Data 0.001 top1 14.844 ( 13.042) top5 2.344 ( 2.439) | Test: [34][50/198] Time 0.714 Data 0.001 top1 9.375 ( 12.969) top5 1.562 ( 2.422) | Test: [34][51/198] Time 0.724 Data 0.001 top1 17.188 ( 13.051) top5 3.125 ( 2.436) | Test: [34][52/198] Time 0.717 Data 0.001 top1 9.375 ( 12.981) top5 0.781 ( 2.404) | Test: [34][53/198] Time 0.726 Data 0.001 top1 14.062 ( 13.001) top5 3.125 ( 2.417) | Test: [34][54/198] Time 0.734 Data 0.001 top1 16.406 ( 13.064) top5 4.688 ( 2.459) | Test: [34][55/198] Time 0.732 Data 0.001 top1 14.062 ( 13.082) top5 3.906 ( 2.486) | Test: [34][56/198] Time 0.737 Data 0.001 top1 14.062 ( 13.100) top5 3.125 ( 2.497) | Test: [34][57/198] Time 0.721 Data 0.001 top1 15.625 ( 13.144) top5 2.344 ( 2.495) | Test: [34][58/198] Time 0.723 Data 0.001 top1 16.406 ( 13.200) top5 3.906 ( 2.519) | Test: [34][59/198] Time 0.751 Data 0.003 top1 10.938 ( 13.162) top5 1.562 ( 2.503) | Test: [34][60/198] Time 0.732 Data 0.001 top1 14.844 ( 13.190) top5 1.562 ( 2.487) | Test: [34][61/198] Time 0.730 Data 0.001 top1 17.188 ( 13.256) top5 6.250 ( 2.549) | Test: [34][62/198] Time 0.715 Data 0.001 top1 10.156 ( 13.206) top5 1.562 ( 2.533) | Test: [34][63/198] Time 0.722 Data 0.001 top1 11.719 ( 13.182) top5 1.562 ( 2.517) | Test: [34][64/198] Time 0.713 Data 0.001 top1 11.719 ( 13.159) top5 3.125 ( 2.527) | Test: [34][65/198] Time 0.718 Data 0.001 top1 14.062 ( 13.173) top5 3.906 ( 2.548) | Test: [34][66/198] Time 0.716 Data 0.001 top1 10.938 ( 13.139) top5 2.344 ( 2.545) | Test: [34][67/198] Time 0.714 Data 0.001 top1 10.156 ( 13.095) top5 1.562 ( 2.530) | Test: [34][68/198] Time 0.723 Data 0.001 top1 15.625 ( 13.132) top5 3.906 ( 2.551) | Test: [34][69/198] Time 0.718 Data 0.001 top1 8.594 ( 13.066) top5 1.562 ( 2.536) | Test: [34][70/198] Time 0.715 Data 0.001 top1 10.938 ( 13.036) top5 0.000 ( 2.500) | Test: [34][71/198] Time 0.712 Data 0.001 top1 12.500 ( 13.028) top5 2.344 ( 2.498) | Test: [34][72/198] Time 0.721 Data 0.001 top1 14.844 ( 13.053) top5 3.125 ( 2.507) | Test: [34][73/198] Time 0.716 Data 0.001 top1 14.844 ( 13.078) top5 3.125 ( 2.515) | Test: [34][74/198] Time 0.718 Data 0.001 top1 11.719 ( 13.060) top5 1.562 ( 2.502) | Test: [34][75/198] Time 0.714 Data 0.001 top1 11.719 ( 13.042) top5 3.906 ( 2.521) | Test: [34][76/198] Time 0.716 Data 0.001 top1 9.375 ( 12.993) top5 0.781 ( 2.498) | Test: [34][77/198] Time 0.719 Data 0.001 top1 13.281 ( 12.997) top5 0.781 ( 2.476) | Test: [34][78/198] Time 0.720 Data 0.001 top1 18.750 ( 13.071) top5 1.562 ( 2.464) | Test: [34][79/198] Time 0.730 Data 0.001 top1 12.500 ( 13.064) top5 0.781 ( 2.443) | Test: [34][80/198] Time 0.723 Data 0.001 top1 9.375 ( 13.018) top5 1.562 ( 2.432) | Test: [34][81/198] Time 0.717 Data 0.001 top1 7.812 ( 12.953) top5 0.781 ( 2.411) | Test: [34][82/198] Time 0.724 Data 0.001 top1 11.719 ( 12.938) top5 1.562 ( 2.401) | Test: [34][83/198] Time 0.723 Data 0.001 top1 14.844 ( 12.961) top5 2.344 ( 2.400) | Test: [34][84/198] Time 0.720 Data 0.001 top1 13.281 ( 12.965) top5 2.344 ( 2.400) | Test: [34][85/198] Time 0.723 Data 0.002 top1 12.500 ( 12.960) top5 0.781 ( 2.381) | Test: [34][86/198] Time 0.739 Data 0.001 top1 10.156 ( 12.927) top5 0.781 ( 2.362) | Test: [34][87/198] Time 0.727 Data 0.001 top1 14.062 ( 12.940) top5 2.344 ( 2.362) | Test: [34][88/198] Time 0.721 Data 0.001 top1 18.750 ( 13.006) top5 4.688 ( 2.388) | Test: [34][89/198] Time 0.729 Data 0.001 top1 10.938 ( 12.983) top5 0.000 ( 2.361) | Test: [34][90/198] Time 0.711 Data 0.001 top1 13.281 ( 12.986) top5 4.688 ( 2.387) | Test: [34][91/198] Time 0.719 Data 0.001 top1 17.188 ( 13.032) top5 2.344 ( 2.387) | Test: [34][92/198] Time 0.715 Data 0.001 top1 15.625 ( 13.060) top5 3.125 ( 2.395) | Test: [34][93/198] Time 0.715 Data 0.001 top1 11.719 ( 13.046) top5 3.906 ( 2.411) | Test: [34][94/198] Time 0.717 Data 0.001 top1 10.156 ( 13.015) top5 2.344 ( 2.410) | Test: [34][95/198] Time 0.713 Data 0.001 top1 10.156 ( 12.985) top5 2.344 ( 2.410) | Test: [34][96/198] Time 0.719 Data 0.001 top1 11.719 ( 12.972) top5 0.781 ( 2.393) | Test: [34][97/198] Time 0.717 Data 0.001 top1 20.312 ( 13.048) top5 3.125 ( 2.400) | Test: [34][98/198] Time 0.732 Data 0.001 top1 14.844 ( 13.066) top5 1.562 ( 2.392) | Test: [34][99/198] Time 0.732 Data 0.001 top1 10.938 ( 13.045) top5 3.906 ( 2.407) | Test: [34][100/198] Time 0.729 Data 0.001 top1 11.719 ( 13.031) top5 2.344 ( 2.406) | Test: [34][101/198] Time 0.724 Data 0.001 top1 7.812 ( 12.980) top5 2.344 ( 2.406) | Test: [34][102/198] Time 0.718 Data 0.001 top1 10.938 ( 12.960) top5 2.344 ( 2.405) | Test: [34][103/198] Time 0.717 Data 0.001 top1 11.719 ( 12.948) top5 2.344 ( 2.404) | Test: [34][104/198] Time 0.711 Data 0.001 top1 14.844 ( 12.966) top5 2.344 ( 2.404) | Test: [34][105/198] Time 0.727 Data 0.001 top1 10.156 ( 12.939) top5 0.781 ( 2.388) | Test: [34][106/198] Time 0.717 Data 0.001 top1 14.062 ( 12.950) top5 3.125 ( 2.395) | Test: [34][107/198] Time 0.715 Data 0.001 top1 13.281 ( 12.953) top5 0.781 ( 2.380) | Test: [34][108/198] Time 0.729 Data 0.001 top1 13.281 ( 12.956) top5 2.344 ( 2.380) | Test: [34][109/198] Time 0.726 Data 0.001 top1 6.250 ( 12.894) top5 0.781 ( 2.365) | Test: [34][110/198] Time 0.726 Data 0.001 top1 12.500 ( 12.891) top5 0.781 ( 2.351) | Test: [34][111/198] Time 0.725 Data 0.001 top1 15.625 ( 12.915) top5 3.906 ( 2.365) | Test: [34][112/198] Time 0.719 Data 0.001 top1 11.719 ( 12.905) top5 0.781 ( 2.351) | Test: [34][113/198] Time 0.719 Data 0.001 top1 10.156 ( 12.880) top5 3.125 ( 2.358) | Test: [34][114/198] Time 0.718 Data 0.001 top1 12.500 ( 12.877) top5 0.000 ( 2.337) | Test: [34][115/198] Time 0.721 Data 0.001 top1 12.500 ( 12.874) top5 3.125 ( 2.344) | Test: [34][116/198] Time 0.740 Data 0.001 top1 16.406 ( 12.904) top5 6.250 ( 2.377) | Test: [34][117/198] Time 0.732 Data 0.001 top1 14.844 ( 12.921) top5 5.469 ( 2.404) | Test: [34][118/198] Time 0.722 Data 0.001 top1 14.844 ( 12.937) top5 2.344 ( 2.403) | Test: [34][119/198] Time 0.713 Data 0.001 top1 11.719 ( 12.927) top5 3.125 ( 2.409) | Test: [34][120/198] Time 0.714 Data 0.001 top1 13.281 ( 12.930) top5 4.688 ( 2.428) | Test: [34][121/198] Time 0.714 Data 0.001 top1 11.719 ( 12.920) top5 2.344 ( 2.428) | Test: [34][122/198] Time 0.720 Data 0.001 top1 8.594 ( 12.884) top5 0.781 ( 2.414) | Test: [34][123/198] Time 0.711 Data 0.001 top1 10.938 ( 12.868) top5 2.344 ( 2.414) | Test: [34][124/198] Time 0.722 Data 0.001 top1 11.719 ( 12.859) top5 3.125 ( 2.419) | Test: [34][125/198] Time 0.718 Data 0.001 top1 10.156 ( 12.838) top5 2.344 ( 2.419) | Test: [34][126/198] Time 0.710 Data 0.001 top1 11.719 ( 12.829) top5 3.125 ( 2.424) | Test: [34][127/198] Time 0.731 Data 0.001 top1 8.594 ( 12.795) top5 0.781 ( 2.411) | Test: [34][128/198] Time 0.722 Data 0.001 top1 14.062 ( 12.805) top5 0.781 ( 2.399) | Test: [34][129/198] Time 0.724 Data 0.001 top1 13.281 ( 12.809) top5 3.125 ( 2.404) | Test: [34][130/198] Time 0.725 Data 0.001 top1 13.281 ( 12.812) top5 2.344 ( 2.404) | Test: [34][131/198] Time 0.719 Data 0.001 top1 10.156 ( 12.792) top5 3.125 ( 2.409) | Test: [34][132/198] Time 0.716 Data 0.001 top1 14.062 ( 12.802) top5 3.906 ( 2.421) | Test: [34][133/198] Time 0.720 Data 0.001 top1 7.812 ( 12.764) top5 0.781 ( 2.408) | Test: [34][134/198] Time 0.726 Data 0.001 top1 14.062 ( 12.774) top5 3.906 ( 2.420) | Test: [34][135/198] Time 0.720 Data 0.001 top1 11.719 ( 12.766) top5 4.688 ( 2.436) | Test: [34][136/198] Time 0.724 Data 0.001 top1 15.625 ( 12.787) top5 3.125 ( 2.441) | Test: [34][137/198] Time 0.723 Data 0.001 top1 20.312 ( 12.842) top5 7.812 ( 2.481) | Test: [34][138/198] Time 0.723 Data 0.006 top1 10.938 ( 12.828) top5 0.781 ( 2.468) | Test: [34][139/198] Time 0.722 Data 0.001 top1 14.844 ( 12.843) top5 3.125 ( 2.473) | Test: [34][140/198] Time 0.714 Data 0.003 top1 14.062 ( 12.852) top5 2.344 ( 2.472) | Test: [34][141/198] Time 0.723 Data 0.001 top1 14.062 ( 12.860) top5 3.125 ( 2.477) | Test: [34][142/198] Time 0.719 Data 0.003 top1 17.969 ( 12.896) top5 6.250 ( 2.503) | Test: [34][143/198] Time 0.731 Data 0.001 top1 10.156 ( 12.877) top5 5.469 ( 2.524) | Test: [34][144/198] Time 0.736 Data 0.001 top1 15.625 ( 12.896) top5 6.250 ( 2.550) | Test: [34][145/198] Time 0.742 Data 0.006 top1 13.281 ( 12.899) top5 3.125 ( 2.554) | Test: [34][146/198] Time 0.728 Data 0.001 top1 14.062 ( 12.907) top5 1.562 ( 2.547) | Test: [34][147/198] Time 0.723 Data 0.005 top1 14.844 ( 12.920) top5 3.906 ( 2.556) | Test: [34][148/198] Time 0.722 Data 0.001 top1 10.938 ( 12.906) top5 1.562 ( 2.550) | Test: [34][149/198] Time 0.715 Data 0.001 top1 10.156 ( 12.888) top5 1.562 ( 2.543) | Test: [34][150/198] Time 0.722 Data 0.001 top1 14.062 ( 12.896) top5 2.344 ( 2.542) | Test: [34][151/198] Time 0.720 Data 0.001 top1 12.500 ( 12.893) top5 3.125 ( 2.546) | Test: [34][152/198] Time 0.725 Data 0.001 top1 14.844 ( 12.906) top5 2.344 ( 2.544) | Test: [34][153/198] Time 0.715 Data 0.001 top1 10.156 ( 12.888) top5 4.688 ( 2.558) | Test: [34][154/198] Time 0.717 Data 0.001 top1 13.281 ( 12.891) top5 2.344 ( 2.557) | Test: [34][155/198] Time 0.718 Data 0.001 top1 10.156 ( 12.873) top5 1.562 ( 2.550) | Test: [34][156/198] Time 0.717 Data 0.001 top1 17.969 ( 12.906) top5 3.906 ( 2.559) | Test: [34][157/198] Time 0.719 Data 0.001 top1 10.938 ( 12.893) top5 0.000 ( 2.543) | Test: [34][158/198] Time 0.712 Data 0.001 top1 7.812 ( 12.861) top5 1.562 ( 2.537) | Test: [34][159/198] Time 0.715 Data 0.001 top1 8.594 ( 12.834) top5 0.781 ( 2.526) | Test: [34][160/198] Time 0.721 Data 0.001 top1 10.938 ( 12.822) top5 0.781 ( 2.515) | Test: [34][161/198] Time 0.717 Data 0.001 top1 10.938 ( 12.811) top5 1.562 ( 2.509) | Test: [34][162/198] Time 0.720 Data 0.001 top1 13.281 ( 12.813) top5 2.344 ( 2.508) | Test: [34][163/198] Time 0.735 Data 0.001 top1 15.625 ( 12.831) top5 3.125 ( 2.512) | Test: [34][164/198] Time 0.734 Data 0.001 top1 13.281 ( 12.833) top5 3.906 ( 2.520) | Test: [34][165/198] Time 0.739 Data 0.001 top1 14.062 ( 12.841) top5 3.125 ( 2.524) | Test: [34][166/198] Time 0.738 Data 0.001 top1 7.812 ( 12.811) top5 0.781 ( 2.513) | Test: [34][167/198] Time 0.740 Data 0.001 top1 9.375 ( 12.790) top5 3.125 ( 2.517) | Test: [34][168/198] Time 0.726 Data 0.001 top1 10.156 ( 12.774) top5 1.562 ( 2.511) | Test: [34][169/198] Time 0.724 Data 0.001 top1 12.500 ( 12.773) top5 3.906 ( 2.519) | Test: [34][170/198] Time 0.716 Data 0.001 top1 12.500 ( 12.771) top5 1.562 ( 2.514) | Test: [34][171/198] Time 0.726 Data 0.001 top1 7.031 ( 12.738) top5 0.000 ( 2.499) | Test: [34][172/198] Time 0.724 Data 0.001 top1 11.719 ( 12.732) top5 1.562 ( 2.494) | Test: [34][173/198] Time 0.778 Data 0.005 top1 8.594 ( 12.708) top5 1.562 ( 2.488) | Test: [34][174/198] Time 0.716 Data 0.001 top1 7.031 ( 12.675) top5 1.562 ( 2.483) | Test: [34][175/198] Time 0.713 Data 0.001 top1 10.938 ( 12.665) top5 3.125 ( 2.487) | Test: [34][176/198] Time 0.719 Data 0.001 top1 14.062 ( 12.673) top5 3.125 ( 2.490) | Test: [34][177/198] Time 0.715 Data 0.001 top1 10.938 ( 12.663) top5 1.562 ( 2.485) | Test: [34][178/198] Time 0.721 Data 0.001 top1 13.281 ( 12.667) top5 3.906 ( 2.493) | Test: [34][179/198] Time 0.713 Data 0.001 top1 12.500 ( 12.666) top5 3.125 ( 2.497) | Test: [34][180/198] Time 0.721 Data 0.001 top1 14.844 ( 12.678) top5 3.125 ( 2.500) | Test: [34][181/198] Time 0.726 Data 0.001 top1 14.062 ( 12.686) top5 3.125 ( 2.503) | Test: [34][182/198] Time 0.721 Data 0.001 top1 16.406 ( 12.706) top5 2.344 ( 2.503) | Test: [34][183/198] Time 0.727 Data 0.001 top1 16.406 ( 12.726) top5 4.688 ( 2.515) | Test: [34][184/198] Time 0.732 Data 0.002 top1 13.281 ( 12.729) top5 2.344 ( 2.514) | Test: [34][185/198] Time 0.721 Data 0.001 top1 17.188 ( 12.753) top5 2.344 ( 2.513) | Test: [34][186/198] Time 0.720 Data 0.001 top1 14.844 ( 12.765) top5 3.125 ( 2.516) | Test: [34][187/198] Time 0.712 Data 0.001 top1 14.062 ( 12.772) top5 3.125 ( 2.519) | Test: [34][188/198] Time 0.717 Data 0.000 top1 14.844 ( 12.783) top5 3.125 ( 2.522) | Test: [34][189/198] Time 0.714 Data 0.000 top1 15.625 ( 12.798) top5 3.906 ( 2.530) | Test: [34][190/198] Time 0.717 Data 0.000 top1 14.844 ( 12.808) top5 1.562 ( 2.525) | Test: [34][191/198] Time 0.716 Data 0.000 top1 10.938 ( 12.799) top5 1.562 ( 2.520) | Test: [34][192/198] Time 0.717 Data 0.000 top1 10.938 ( 12.789) top5 2.344 ( 2.519) | Test: [34][193/198] Time 0.717 Data 0.000 top1 10.938 ( 12.779) top5 2.344 ( 2.518) | Test: [34][194/198] Time 0.722 Data 0.000 top1 11.719 ( 12.774) top5 1.562 ( 2.513) | Test: [34][195/198] Time 0.727 Data 0.000 top1 9.375 ( 12.756) top5 1.562 ( 2.508) | Test: [34][196/198] Time 0.263 Data 0.000 top1 14.706 ( 12.766) top5 2.941 ( 2.510) | Test: [34][197/198] Time 0.710 Data 0.000 top1 14.062 ( 12.773) top5 2.344 ( 2.509) | Test: [34][198/198] Time 0.725 Data 0.000 top1 14.844 ( 12.783) top5 6.250 ( 2.528) * Finished epoch # 34 top1: 12.783 top5: 2.528 * Best model 12.783394607843 2.5282698306595 Epoch 35 => Training epoch # 35 | Epoch: [35][1/553] Time 4.962 Data 2.475 Err 0.3713 top1 10.156 top5 3.906 | Epoch: [35][2/553] Time 2.430 Data 0.001 Err 0.3320 top1 9.375 top5 2.344 | Epoch: [35][3/553] Time 2.430 Data 0.001 Err 0.3968 top1 8.594 top5 2.344 | Epoch: [35][4/553] Time 2.422 Data 0.001 Err 0.4820 top1 10.938 top5 3.125 | Epoch: [35][5/553] Time 2.424 Data 0.001 Err 0.4878 top1 11.719 top5 3.125 | Epoch: [35][6/553] Time 2.422 Data 0.001 Err 0.6307 top1 17.188 top5 6.250 | Epoch: [35][7/553] Time 2.443 Data 0.001 Err 0.3349 top1 10.938 top5 3.125 | Epoch: [35][8/553] Time 2.430 Data 0.001 Err 0.3702 top1 10.156 top5 4.688 | Epoch: [35][9/553] Time 2.450 Data 0.001 Err 0.2727 top1 7.812 top5 1.562 | Epoch: [35][10/553] Time 2.422 Data 0.001 Err 0.3329 top1 7.031 top5 4.688 | Epoch: [35][11/553] Time 2.422 Data 0.001 Err 0.4123 top1 11.719 top5 3.906 | Epoch: [35][12/553] Time 2.428 Data 0.001 Err 0.4059 top1 8.594 top5 3.125 | Epoch: [35][13/553] Time 2.444 Data 0.001 Err 0.4190 top1 10.156 top5 3.906 | Epoch: [35][14/553] Time 2.462 Data 0.001 Err 0.5152 top1 13.281 top5 5.469 | Epoch: [35][15/553] Time 2.432 Data 0.001 Err 0.4067 top1 14.062 top5 1.562 | Epoch: [35][16/553] Time 2.448 Data 0.001 Err 0.3151 top1 7.812 top5 2.344 | Epoch: [35][17/553] Time 2.436 Data 0.001 Err 0.4981 top1 14.062 top5 5.469 | Epoch: [35][18/553] Time 2.426 Data 0.001 Err 0.4246 top1 11.719 top5 2.344 | Epoch: [35][19/553] Time 2.437 Data 0.001 Err 0.3177 top1 7.812 top5 3.125 | Epoch: [35][20/553] Time 2.428 Data 0.001 Err 0.3687 top1 7.812 top5 2.344 | Epoch: [35][21/553] Time 2.428 Data 0.001 Err 0.4217 top1 10.156 top5 2.344 | Epoch: [35][22/553] Time 2.430 Data 0.001 Err 0.5292 top1 9.375 top5 5.469 | Epoch: [35][23/553] Time 2.466 Data 0.001 Err 0.4838 top1 10.938 top5 4.688 | Epoch: [35][24/553] Time 2.432 Data 0.001 Err 0.4549 top1 11.719 top5 3.906 | Epoch: [35][25/553] Time 2.435 Data 0.001 Err 0.4577 top1 11.719 top5 4.688 | Epoch: [35][26/553] Time 2.439 Data 0.001 Err 0.4277 top1 11.719 top5 3.125 | Epoch: [35][27/553] Time 2.425 Data 0.000 Err 0.2757 top1 7.812 top5 1.562 | Epoch: [35][28/553] Time 2.476 Data 0.001 Err 0.4319 top1 9.375 top5 3.906 | Epoch: [35][29/553] Time 2.435 Data 0.000 Err 0.2576 top1 7.812 top5 1.562 | Epoch: [35][30/553] Time 2.433 Data 0.001 Err 0.3350 top1 10.938 top5 1.562 | Epoch: [35][31/553] Time 2.431 Data 0.001 Err 0.2604 top1 5.469 top5 3.125 | Epoch: [35][32/553] Time 2.436 Data 0.001 Err 0.2041 top1 3.906 top5 0.000 | Epoch: [35][33/553] Time 2.437 Data 0.001 Err 0.3620 top1 10.156 top5 3.906 | Epoch: [35][34/553] Time 2.440 Data 0.001 Err 0.3888 top1 11.719 top5 2.344 | Epoch: [35][35/553] Time 2.469 Data 0.001 Err 0.4242 top1 10.156 top5 2.344 | Epoch: [35][36/553] Time 2.444 Data 0.001 Err 0.3105 top1 9.375 top5 0.781 | Epoch: [35][37/553] Time 2.441 Data 0.001 Err 0.4128 top1 9.375 top5 3.906 | Epoch: [35][38/553] Time 2.473 Data 0.001 Err 0.3701 top1 9.375 top5 3.906 | Epoch: [35][39/553] Time 2.433 Data 0.000 Err 0.3175 top1 7.812 top5 1.562 | Epoch: [35][40/553] Time 2.434 Data 0.001 Err 0.2752 top1 6.250 top5 2.344 | Epoch: [35][41/553] Time 2.467 Data 0.001 Err 0.2168 top1 5.469 top5 1.562 | Epoch: [35][42/553] Time 2.449 Data 0.001 Err 0.3334 top1 11.719 top5 1.562 | Epoch: [35][43/553] Time 2.430 Data 0.001 Err 0.3988 top1 12.500 top5 3.906 | Epoch: [35][44/553] Time 2.447 Data 0.001 Err 0.2478 top1 5.469 top5 0.781 | Epoch: [35][45/553] Time 2.449 Data 0.001 Err 0.5357 top1 14.844 top5 3.906 | Epoch: [35][46/553] Time 2.440 Data 0.001 Err 0.3212 top1 10.156 top5 0.781 | Epoch: [35][47/553] Time 2.436 Data 0.001 Err 0.4759 top1 10.938 top5 4.688 | Epoch: [35][48/553] Time 2.435 Data 0.001 Err 0.4672 top1 13.281 top5 3.125 | Epoch: [35][49/553] Time 2.432 Data 0.001 Err 0.5201 top1 11.719 top5 3.906 | Epoch: [35][50/553] Time 2.474 Data 0.001 Err 0.3404 top1 10.156 top5 1.562 | Epoch: [35][51/553] Time 2.493 Data 0.001 Err 0.6448 top1 14.844 top5 4.688 | Epoch: [35][52/553] Time 2.447 Data 0.001 Err 0.3467 top1 10.156 top5 3.125 | Epoch: [35][53/553] Time 2.439 Data 0.003 Err 0.3116 top1 8.594 top5 1.562 | Epoch: [35][54/553] Time 2.433 Data 0.001 Err 0.3693 top1 9.375 top5 3.906 | Epoch: [35][55/553] Time 2.437 Data 0.001 Err 0.3753 top1 12.500 top5 2.344 | Epoch: [35][56/553] Time 2.442 Data 0.001 Err 0.3135 top1 8.594 top5 0.781 | Epoch: [35][57/553] Time 2.470 Data 0.001 Err 0.4140 top1 13.281 top5 3.125 | Epoch: [35][58/553] Time 2.436 Data 0.000 Err 0.5072 top1 13.281 top5 4.688 | Epoch: [35][59/553] Time 2.475 Data 0.001 Err 0.4170 top1 8.594 top5 3.906 | Epoch: [35][60/553] Time 2.434 Data 0.000 Err 0.3610 top1 10.156 top5 3.125 | Epoch: [35][61/553] Time 2.437 Data 0.001 Err 0.2464 top1 6.250 top5 0.781 | Epoch: [35][62/553] Time 2.438 Data 0.001 Err 0.4118 top1 10.156 top5 3.125 | Epoch: [35][63/553] Time 2.444 Data 0.001 Err 0.3495 top1 7.031 top5 3.125 | Epoch: [35][64/553] Time 2.439 Data 0.001 Err 0.4204 top1 10.156 top5 2.344 | Epoch: [35][65/553] Time 2.447 Data 0.001 Err 0.2740 top1 7.812 top5 0.781 | Epoch: [35][66/553] Time 2.470 Data 0.001 Err 0.3069 top1 9.375 top5 0.781 | Epoch: [35][67/553] Time 2.436 Data 0.000 Err 0.4177 top1 10.156 top5 3.125 | Epoch: [35][68/553] Time 2.472 Data 0.001 Err 0.5172 top1 12.500 top5 3.125 | Epoch: [35][69/553] Time 2.434 Data 0.000 Err 0.2741 top1 7.031 top5 3.125 | Epoch: [35][70/553] Time 2.443 Data 0.001 Err 0.3324 top1 8.594 top5 3.906 | Epoch: [35][71/553] Time 2.436 Data 0.001 Err 0.5787 top1 13.281 top5 4.688 | Epoch: [35][72/553] Time 2.478 Data 0.001 Err 0.3143 top1 9.375 top5 2.344 | Epoch: [35][73/553] Time 2.436 Data 0.001 Err 0.2124 top1 6.250 top5 1.562 | Epoch: [35][74/553] Time 2.436 Data 0.001 Err 0.3958 top1 9.375 top5 3.906 | Epoch: [35][75/553] Time 2.442 Data 0.001 Err 0.4601 top1 12.500 top5 3.906 | Epoch: [35][76/553] Time 2.433 Data 0.001 Err 0.2016 top1 3.125 top5 0.781 | Epoch: [35][77/553] Time 2.440 Data 0.000 Err 0.3283 top1 10.938 top5 0.781 | Epoch: [35][78/553] Time 2.436 Data 0.001 Err 0.2642 top1 7.812 top5 1.562 | Epoch: [35][79/553] Time 2.482 Data 0.000 Err 0.3591 top1 10.156 top5 3.125 | Epoch: [35][80/553] Time 2.443 Data 0.001 Err 0.3689 top1 7.812 top5 3.906 | Epoch: [35][81/553] Time 2.468 Data 0.001 Err 0.4513 top1 10.156 top5 3.906 | Epoch: [35][82/553] Time 2.441 Data 0.001 Err 0.3784 top1 9.375 top5 2.344 | Epoch: [35][83/553] Time 2.473 Data 0.001 Err 0.3785 top1 11.719 top5 0.000 | Epoch: [35][84/553] Time 2.460 Data 0.001 Err 0.4467 top1 13.281 top5 3.906 | Epoch: [35][85/553] Time 2.442 Data 0.001 Err 0.2198 top1 6.250 top5 0.781 | Epoch: [35][86/553] Time 2.483 Data 0.001 Err 0.2947 top1 8.594 top5 3.906 | Epoch: [35][87/553] Time 2.436 Data 0.001 Err 0.3742 top1 9.375 top5 2.344 | Epoch: [35][88/553] Time 2.490 Data 0.000 Err 0.3087 top1 7.031 top5 0.781 | Epoch: [35][89/553] Time 2.485 Data 0.001 Err 0.2368 top1 5.469 top5 0.781 | Epoch: [35][90/553] Time 2.435 Data 0.001 Err 0.2990 top1 7.031 top5 0.781 | Epoch: [35][91/553] Time 2.447 Data 0.001 Err 0.4924 top1 12.500 top5 4.688 | Epoch: [35][92/553] Time 2.435 Data 0.001 Err 0.3110 top1 7.031 top5 3.125 | Epoch: [35][93/553] Time 2.441 Data 0.006 Err 0.4017 top1 10.156 top5 3.906 | Epoch: [35][94/553] Time 2.435 Data 0.001 Err 0.4748 top1 9.375 top5 4.688 | Epoch: [35][95/553] Time 2.465 Data 0.001 Err 0.3575 top1 7.031 top5 3.125 | Epoch: [35][96/553] Time 2.443 Data 0.001 Err 0.2419 top1 6.250 top5 2.344 | Epoch: [35][97/553] Time 2.434 Data 0.001 Err 0.4462 top1 9.375 top5 3.125 | Epoch: [35][98/553] Time 2.434 Data 0.000 Err 0.2407 top1 7.812 top5 1.562 | Epoch: [35][99/553] Time 2.446 Data 0.001 Err 0.1981 top1 4.688 top5 1.562 | Epoch: [35][100/553] Time 2.439 Data 0.001 Err 0.6027 top1 14.062 top5 6.250 | Epoch: [35][101/553] Time 2.440 Data 0.001 Err 0.1751 top1 4.688 top5 0.000 | Epoch: [35][102/553] Time 2.448 Data 0.001 Err 0.3389 top1 10.156 top5 3.125 | Epoch: [35][103/553] Time 2.440 Data 0.001 Err 0.3052 top1 9.375 top5 0.781 | Epoch: [35][104/553] Time 2.478 Data 0.001 Err 0.3960 top1 12.500 top5 2.344 | Epoch: [35][105/553] Time 2.438 Data 0.001 Err 0.2517 top1 6.250 top5 3.906 | Epoch: [35][106/553] Time 2.444 Data 0.001 Err 0.3836 top1 9.375 top5 1.562 | Epoch: [35][107/553] Time 2.439 Data 0.000 Err 0.3751 top1 9.375 top5 3.125 | Epoch: [35][108/553] Time 2.437 Data 0.001 Err 0.4107 top1 12.500 top5 3.906 | Epoch: [35][109/553] Time 2.446 Data 0.001 Err 0.5045 top1 11.719 top5 3.906 | Epoch: [35][110/553] Time 2.451 Data 0.001 Err 0.3770 top1 10.938 top5 2.344 | Epoch: [35][111/553] Time 2.500 Data 0.001 Err 0.3424 top1 7.812 top5 1.562 | Epoch: [35][112/553] Time 2.443 Data 0.003 Err 0.5445 top1 14.844 top5 5.469 | Epoch: [35][113/553] Time 2.438 Data 0.001 Err 0.4926 top1 12.500 top5 5.469 | Epoch: [35][114/553] Time 2.431 Data 0.001 Err 0.2756 top1 7.812 top5 1.562 | Epoch: [35][115/553] Time 2.435 Data 0.000 Err 0.3736 top1 7.812 top5 2.344 | Epoch: [35][116/553] Time 2.441 Data 0.001 Err 0.3855 top1 10.938 top5 1.562 | Epoch: [35][117/553] Time 2.436 Data 0.001 Err 0.2960 top1 7.031 top5 3.125 | Epoch: [35][118/553] Time 2.436 Data 0.001 Err 0.3634 top1 11.719 top5 3.125 | Epoch: [35][119/553] Time 2.458 Data 0.001 Err 0.3265 top1 9.375 top5 0.781 | Epoch: [35][120/553] Time 2.466 Data 0.001 Err 0.3023 top1 7.031 top5 3.125 | Epoch: [35][121/553] Time 2.456 Data 0.001 Err 0.3425 top1 8.594 top5 2.344 | Epoch: [35][122/553] Time 2.439 Data 0.001 Err 0.4421 top1 10.156 top5 3.906 | Epoch: [35][123/553] Time 2.433 Data 0.001 Err 0.5225 top1 13.281 top5 5.469 | Epoch: [35][124/553] Time 2.437 Data 0.001 Err 0.4712 top1 12.500 top5 6.250 | Epoch: [35][125/553] Time 2.438 Data 0.001 Err 0.5746 top1 18.750 top5 5.469 | Epoch: [35][126/553] Time 2.442 Data 0.000 Err 0.2916 top1 7.812 top5 1.562 | Epoch: [35][127/553] Time 2.493 Data 0.001 Err 0.4554 top1 10.938 top5 2.344 | Epoch: [35][128/553] Time 2.444 Data 0.001 Err 0.3309 top1 9.375 top5 3.125 | Epoch: [35][129/553] Time 2.438 Data 0.001 Err 0.3117 top1 10.938 top5 1.562 | Epoch: [35][130/553] Time 2.446 Data 0.001 Err 0.5273 top1 14.844 top5 5.469 | Epoch: [35][131/553] Time 2.455 Data 0.001 Err 0.4605 top1 14.844 top5 3.906 | Epoch: [35][132/553] Time 2.435 Data 0.001 Err 0.3982 top1 12.500 top5 3.125 | Epoch: [35][133/553] Time 2.442 Data 0.001 Err 0.3280 top1 8.594 top5 3.125 | Epoch: [35][134/553] Time 2.440 Data 0.000 Err 0.2062 top1 5.469 top5 0.000 | Epoch: [35][135/553] Time 2.433 Data 0.001 Err 0.2926 top1 6.250 top5 0.781 | Epoch: [35][136/553] Time 2.435 Data 0.000 Err 0.3306 top1 10.938 top5 2.344 | Epoch: [35][137/553] Time 2.444 Data 0.001 Err 0.3231 top1 10.156 top5 3.125 | Epoch: [35][138/553] Time 2.445 Data 0.001 Err 0.4114 top1 11.719 top5 3.125 | Epoch: [35][139/553] Time 2.447 Data 0.001 Err 0.2549 top1 8.594 top5 0.000 | Epoch: [35][140/553] Time 2.442 Data 0.001 Err 0.2711 top1 7.812 top5 1.562 | Epoch: [35][141/553] Time 2.443 Data 0.001 Err 0.2579 top1 7.812 top5 0.781 | Epoch: [35][142/553] Time 2.437 Data 0.001 Err 0.2784 top1 4.688 top5 0.781 | Epoch: [35][143/553] Time 2.432 Data 0.000 Err 0.4244 top1 10.938 top5 3.906 | Epoch: [35][144/553] Time 2.430 Data 0.001 Err 0.3807 top1 8.594 top5 3.906 | Epoch: [35][145/553] Time 2.435 Data 0.000 Err 0.4451 top1 14.844 top5 1.562 | Epoch: [35][146/553] Time 2.439 Data 0.001 Err 0.3326 top1 10.156 top5 3.125 | Epoch: [35][147/553] Time 2.434 Data 0.001 Err 0.5070 top1 14.062 top5 3.125 | Epoch: [35][148/553] Time 2.437 Data 0.001 Err 0.3164 top1 7.812 top5 2.344 | Epoch: [35][149/553] Time 2.441 Data 0.001 Err 0.4705 top1 11.719 top5 3.906 | Epoch: [35][150/553] Time 2.433 Data 0.001 Err 0.3355 top1 7.812 top5 2.344 | Epoch: [35][151/553] Time 2.432 Data 0.001 Err 0.2964 top1 6.250 top5 2.344 | Epoch: [35][152/553] Time 2.473 Data 0.001 Err 0.4087 top1 11.719 top5 2.344 | Epoch: [35][153/553] Time 2.446 Data 0.001 Err 0.3504 top1 7.812 top5 2.344 | Epoch: [35][154/553] Time 2.440 Data 0.001 Err 0.4800 top1 12.500 top5 4.688 | Epoch: [35][155/553] Time 2.443 Data 0.001 Err 0.5987 top1 16.406 top5 5.469 | Epoch: [35][156/553] Time 2.442 Data 0.001 Err 0.3970 top1 10.938 top5 3.906 | Epoch: [35][157/553] Time 2.436 Data 0.001 Err 0.4953 top1 10.938 top5 3.906 | Epoch: [35][158/553] Time 2.434 Data 0.001 Err 0.3198 top1 6.250 top5 3.125 | Epoch: [35][159/553] Time 2.451 Data 0.001 Err 0.5242 top1 15.625 top5 4.688 | Epoch: [35][160/553] Time 2.455 Data 0.001 Err 0.3539 top1 10.938 top5 3.125 | Epoch: [35][161/553] Time 2.448 Data 0.001 Err 0.3092 top1 7.031 top5 3.125 | Epoch: [35][162/553] Time 2.478 Data 0.001 Err 0.2662 top1 7.031 top5 0.000 | Epoch: [35][163/553] Time 2.442 Data 0.001 Err 0.4272 top1 10.156 top5 3.906 | Epoch: [35][164/553] Time 2.451 Data 0.000 Err 0.3080 top1 8.594 top5 0.781 | Epoch: [35][165/553] Time 2.440 Data 0.001 Err 0.3763 top1 9.375 top5 2.344 | Epoch: [35][166/553] Time 2.432 Data 0.001 Err 0.4219 top1 10.938 top5 3.125 | Epoch: [35][167/553] Time 2.440 Data 0.001 Err 0.3648 top1 11.719 top5 0.781 | Epoch: [35][168/553] Time 2.471 Data 0.001 Err 0.4340 top1 11.719 top5 3.125 | Epoch: [35][169/553] Time 2.439 Data 0.001 Err 0.3512 top1 10.156 top5 2.344 | Epoch: [35][170/553] Time 2.437 Data 0.001 Err 0.2645 top1 5.469 top5 1.562 | Epoch: [35][171/553] Time 2.436 Data 0.001 Err 0.3216 top1 6.250 top5 1.562 | Epoch: [35][172/553] Time 2.436 Data 0.000 Err 0.3130 top1 7.812 top5 3.125 | Epoch: [35][173/553] Time 2.432 Data 0.001 Err 0.4758 top1 10.938 top5 7.031 | Epoch: [35][174/553] Time 2.429 Data 0.001 Err 0.4187 top1 9.375 top5 3.125 | Epoch: [35][175/553] Time 2.437 Data 0.001 Err 0.2877 top1 10.156 top5 0.781 | Epoch: [35][176/553] Time 2.444 Data 0.001 Err 0.3567 top1 10.938 top5 1.562 | Epoch: [35][177/553] Time 2.452 Data 0.001 Err 0.3677 top1 9.375 top5 3.125 | Epoch: [35][178/553] Time 2.436 Data 0.001 Err 0.3107 top1 8.594 top5 1.562 | Epoch: [35][179/553] Time 2.435 Data 0.001 Err 0.4044 top1 11.719 top5 4.688 | Epoch: [35][180/553] Time 2.456 Data 0.001 Err 0.3015 top1 6.250 top5 1.562 | Epoch: [35][181/553] Time 2.445 Data 0.001 Err 0.3488 top1 10.938 top5 1.562 | Epoch: [35][182/553] Time 2.444 Data 0.001 Err 0.4500 top1 11.719 top5 4.688 | Epoch: [35][183/553] Time 2.440 Data 0.000 Err 0.3295 top1 10.156 top5 2.344 | Epoch: [35][184/553] Time 2.440 Data 0.001 Err 0.4587 top1 13.281 top5 4.688 | Epoch: [35][185/553] Time 2.434 Data 0.001 Err 0.3523 top1 7.812 top5 3.125 | Epoch: [35][186/553] Time 2.449 Data 0.001 Err 0.4861 top1 12.500 top5 4.688 | Epoch: [35][187/553] Time 2.455 Data 0.001 Err 0.3819 top1 11.719 top5 3.906 | Epoch: [35][188/553] Time 2.444 Data 0.001 Err 0.3356 top1 10.156 top5 3.125 | Epoch: [35][189/553] Time 2.474 Data 0.001 Err 0.3768 top1 8.594 top5 3.906 | Epoch: [35][190/553] Time 2.433 Data 0.001 Err 0.3473 top1 7.812 top5 2.344 | Epoch: [35][191/553] Time 2.433 Data 0.001 Err 0.4098 top1 11.719 top5 2.344 | Epoch: [35][192/553] Time 2.434 Data 0.001 Err 0.2421 top1 5.469 top5 0.781 | Epoch: [35][193/553] Time 2.434 Data 0.000 Err 0.5251 top1 13.281 top5 7.031 | Epoch: [35][194/553] Time 2.483 Data 0.001 Err 0.3172 top1 7.031 top5 2.344 | Epoch: [35][195/553] Time 2.440 Data 0.001 Err 0.4512 top1 9.375 top5 5.469 | Epoch: [35][196/553] Time 2.467 Data 0.001 Err 0.3784 top1 10.156 top5 3.906 | Epoch: [35][197/553] Time 2.433 Data 0.001 Err 0.3156 top1 8.594 top5 1.562 | Epoch: [35][198/553] Time 2.444 Data 0.001 Err 0.2325 top1 5.469 top5 0.781 | Epoch: [35][199/553] Time 2.443 Data 0.001 Err 0.3751 top1 10.156 top5 2.344 | Epoch: [35][200/553] Time 2.469 Data 0.001 Err 0.5819 top1 14.062 top5 7.031 | Epoch: [35][201/553] Time 2.437 Data 0.001 Err 0.4860 top1 12.500 top5 6.250 | Epoch: [35][202/553] Time 2.432 Data 0.001 Err 0.3699 top1 10.938 top5 1.562 | Epoch: [35][203/553] Time 2.483 Data 0.001 Err 0.2956 top1 8.594 top5 0.781 | Epoch: [35][204/553] Time 2.442 Data 0.001 Err 0.3689 top1 10.938 top5 2.344 | Epoch: [35][205/553] Time 2.444 Data 0.001 Err 0.4108 top1 14.062 top5 3.125 | Epoch: [35][206/553] Time 2.433 Data 0.001 Err 0.2294 top1 5.469 top5 0.000 | Epoch: [35][207/553] Time 2.440 Data 0.001 Err 0.4019 top1 11.719 top5 2.344 | Epoch: [35][208/553] Time 2.444 Data 0.001 Err 0.3073 top1 9.375 top5 2.344 | Epoch: [35][209/553] Time 2.434 Data 0.001 Err 0.3205 top1 10.156 top5 2.344 | Epoch: [35][210/553] Time 2.479 Data 0.000 Err 0.3469 top1 8.594 top5 2.344 | Epoch: [35][211/553] Time 2.438 Data 0.001 Err 0.3377 top1 11.719 top5 1.562 | Epoch: [35][212/553] Time 2.443 Data 0.000 Err 0.4307 top1 9.375 top5 2.344 | Epoch: [35][213/553] Time 2.446 Data 0.001 Err 0.4872 top1 14.062 top5 3.125 | Epoch: [35][214/553] Time 2.436 Data 0.001 Err 0.3471 top1 7.812 top5 2.344 | Epoch: [35][215/553] Time 2.437 Data 0.001 Err 0.4020 top1 7.031 top5 3.906 | Epoch: [35][216/553] Time 2.449 Data 0.001 Err 0.4925 top1 13.281 top5 4.688 | Epoch: [35][217/553] Time 2.437 Data 0.001 Err 0.4033 top1 11.719 top5 3.125 | Epoch: [35][218/553] Time 2.438 Data 0.001 Err 0.5918 top1 17.969 top5 3.906 | Epoch: [35][219/553] Time 2.434 Data 0.001 Err 0.3133 top1 7.031 top5 1.562 | Epoch: [35][220/553] Time 2.476 Data 0.001 Err 0.3902 top1 10.156 top5 0.781 | Epoch: [35][221/553] Time 2.437 Data 0.001 Err 0.3462 top1 8.594 top5 2.344 | Epoch: [35][222/553] Time 2.433 Data 0.001 Err 0.3407 top1 10.156 top5 1.562 | Epoch: [35][223/553] Time 2.440 Data 0.001 Err 0.2846 top1 7.031 top5 0.781 | Epoch: [35][224/553] Time 2.437 Data 0.001 Err 0.3364 top1 10.156 top5 0.781 | Epoch: [35][225/553] Time 2.438 Data 0.001 Err 0.3829 top1 9.375 top5 2.344 | Epoch: [35][226/553] Time 2.442 Data 0.001 Err 0.3210 top1 7.812 top5 3.125 | Epoch: [35][227/553] Time 2.440 Data 0.001 Err 0.3690 top1 8.594 top5 5.469 | Epoch: [35][228/553] Time 2.443 Data 0.001 Err 0.2888 top1 8.594 top5 3.125 | Epoch: [35][229/553] Time 2.450 Data 0.000 Err 0.3345 top1 10.156 top5 2.344 | Epoch: [35][230/553] Time 2.477 Data 0.001 Err 0.3999 top1 11.719 top5 3.125 | Epoch: [35][231/553] Time 2.470 Data 0.000 Err 0.4102 top1 10.156 top5 3.125 | Epoch: [35][232/553] Time 2.439 Data 0.001 Err 0.2601 top1 6.250 top5 1.562 | Epoch: [35][233/553] Time 2.456 Data 0.001 Err 0.3711 top1 9.375 top5 2.344 | Epoch: [35][234/553] Time 2.433 Data 0.001 Err 0.4289 top1 8.594 top5 3.906 | Epoch: [35][235/553] Time 2.445 Data 0.001 Err 0.4414 top1 9.375 top5 5.469 | Epoch: [35][236/553] Time 2.451 Data 0.001 Err 0.3045 top1 7.812 top5 3.125 | Epoch: [35][237/553] Time 2.446 Data 0.001 Err 0.4085 top1 8.594 top5 3.906 | Epoch: [35][238/553] Time 2.432 Data 0.000 Err 0.3922 top1 9.375 top5 2.344 | Epoch: [35][239/553] Time 2.444 Data 0.001 Err 0.4500 top1 12.500 top5 3.125 | Epoch: [35][240/553] Time 2.437 Data 0.001 Err 0.3784 top1 13.281 top5 2.344 | Epoch: [35][241/553] Time 2.440 Data 0.001 Err 0.3096 top1 9.375 top5 1.562 | Epoch: [35][242/553] Time 2.436 Data 0.001 Err 0.3312 top1 12.500 top5 2.344 | Epoch: [35][243/553] Time 2.466 Data 0.001 Err 0.3473 top1 10.938 top5 3.125 | Epoch: [35][244/553] Time 2.465 Data 0.001 Err 0.5458 top1 12.500 top5 4.688 | Epoch: [35][245/553] Time 2.443 Data 0.001 Err 0.2771 top1 8.594 top5 1.562 | Epoch: [35][246/553] Time 2.471 Data 0.001 Err 0.3029 top1 7.812 top5 1.562 | Epoch: [35][247/553] Time 2.488 Data 0.001 Err 0.3502 top1 10.938 top5 2.344 | Epoch: [35][248/553] Time 2.436 Data 0.000 Err 0.4454 top1 12.500 top5 3.906 | Epoch: [35][249/553] Time 2.439 Data 0.001 Err 0.4258 top1 11.719 top5 2.344 | Epoch: [35][250/553] Time 2.448 Data 0.001 Err 0.4491 top1 13.281 top5 3.906 | Epoch: [35][251/553] Time 2.460 Data 0.001 Err 0.2684 top1 8.594 top5 0.781 | Epoch: [35][252/553] Time 2.470 Data 0.001 Err 0.4506 top1 9.375 top5 4.688 | Epoch: [35][253/553] Time 2.445 Data 0.001 Err 0.5154 top1 15.625 top5 3.906 | Epoch: [35][254/553] Time 2.437 Data 0.001 Err 0.4223 top1 11.719 top5 3.125 | Epoch: [35][255/553] Time 2.455 Data 0.001 Err 0.4227 top1 11.719 top5 3.906 | Epoch: [35][256/553] Time 2.436 Data 0.001 Err 0.3844 top1 10.156 top5 3.906 | Epoch: [35][257/553] Time 2.433 Data 0.001 Err 0.4719 top1 13.281 top5 5.469 | Epoch: [35][258/553] Time 2.475 Data 0.001 Err 0.2387 top1 8.594 top5 0.000 | Epoch: [35][259/553] Time 2.443 Data 0.000 Err 0.3562 top1 8.594 top5 3.125 | Epoch: [35][260/553] Time 2.439 Data 0.001 Err 0.3894 top1 12.500 top5 0.781 | Epoch: [35][261/553] Time 2.440 Data 0.001 Err 0.3052 top1 6.250 top5 3.906 | Epoch: [35][262/553] Time 2.436 Data 0.001 Err 0.4494 top1 12.500 top5 4.688 | Epoch: [35][263/553] Time 2.480 Data 0.001 Err 0.4052 top1 9.375 top5 3.906 | Epoch: [35][264/553] Time 2.488 Data 0.001 Err 0.5054 top1 13.281 top5 3.906 | Epoch: [35][265/553] Time 2.441 Data 0.001 Err 0.3454 top1 8.594 top5 3.906 | Epoch: [35][266/553] Time 2.434 Data 0.001 Err 0.5612 top1 14.062 top5 4.688 | Epoch: [35][267/553] Time 2.443 Data 0.001 Err 0.3421 top1 7.812 top5 4.688 | Epoch: [35][268/553] Time 2.442 Data 0.001 Err 0.3255 top1 8.594 top5 3.125 | Epoch: [35][269/553] Time 2.431 Data 0.000 Err 0.4034 top1 8.594 top5 5.469 | Epoch: [35][270/553] Time 2.431 Data 0.001 Err 0.4481 top1 12.500 top5 3.125 | Epoch: [35][271/553] Time 2.433 Data 0.001 Err 0.5201 top1 15.625 top5 3.125 | Epoch: [35][272/553] Time 2.470 Data 0.001 Err 0.3614 top1 13.281 top5 1.562 | Epoch: [35][273/553] Time 2.440 Data 0.001 Err 0.2313 top1 4.688 top5 2.344 | Epoch: [35][274/553] Time 2.444 Data 0.001 Err 0.3511 top1 10.156 top5 1.562 | Epoch: [35][275/553] Time 2.437 Data 0.001 Err 0.4185 top1 7.812 top5 4.688 | Epoch: [35][276/553] Time 2.439 Data 0.000 Err 0.4916 top1 10.156 top5 5.469 | Epoch: [35][277/553] Time 2.434 Data 0.001 Err 0.2636 top1 10.156 top5 1.562 | Epoch: [35][278/553] Time 2.483 Data 0.000 Err 0.3288 top1 7.812 top5 2.344 | Epoch: [35][279/553] Time 2.445 Data 0.001 Err 0.2726 top1 6.250 top5 2.344 | Epoch: [35][280/553] Time 2.456 Data 0.001 Err 0.3605 top1 8.594 top5 3.125 | Epoch: [35][281/553] Time 2.479 Data 0.001 Err 0.3659 top1 10.156 top5 2.344 | Epoch: [35][282/553] Time 2.480 Data 0.001 Err 0.3610 top1 10.938 top5 3.125 | Epoch: [35][283/553] Time 2.432 Data 0.001 Err 0.4131 top1 9.375 top5 3.125 | Epoch: [35][284/553] Time 2.436 Data 0.001 Err 0.3831 top1 8.594 top5 3.125 | Epoch: [35][285/553] Time 2.440 Data 0.001 Err 0.3930 top1 10.938 top5 4.688 | Epoch: [35][286/553] Time 2.441 Data 0.000 Err 0.3724 top1 12.500 top5 3.125 | Epoch: [35][287/553] Time 2.434 Data 0.001 Err 0.2218 top1 4.688 top5 1.562 | Epoch: [35][288/553] Time 2.447 Data 0.000 Err 0.3138 top1 9.375 top5 2.344 | Epoch: [35][289/553] Time 2.442 Data 0.001 Err 0.1986 top1 7.031 top5 0.000 | Epoch: [35][290/553] Time 2.438 Data 0.001 Err 0.3825 top1 10.156 top5 3.125 | Epoch: [35][291/553] Time 2.439 Data 0.001 Err 0.3192 top1 10.156 top5 2.344 | Epoch: [35][292/553] Time 2.433 Data 0.001 Err 0.2857 top1 6.250 top5 2.344 | Epoch: [35][293/553] Time 2.436 Data 0.001 Err 0.2718 top1 7.812 top5 2.344 | Epoch: [35][294/553] Time 2.439 Data 0.001 Err 0.3975 top1 11.719 top5 2.344 | Epoch: [35][295/553] Time 2.435 Data 0.000 Err 0.3356 top1 8.594 top5 3.125 | Epoch: [35][296/553] Time 2.445 Data 0.001 Err 0.2794 top1 10.156 top5 1.562 | Epoch: [35][297/553] Time 2.435 Data 0.000 Err 0.4515 top1 10.156 top5 4.688 | Epoch: [35][298/553] Time 2.436 Data 0.001 Err 0.3404 top1 8.594 top5 1.562 | Epoch: [35][299/553] Time 2.440 Data 0.001 Err 0.4687 top1 9.375 top5 5.469 | Epoch: [35][300/553] Time 2.448 Data 0.001 Err 0.3684 top1 9.375 top5 3.125 | Epoch: [35][301/553] Time 2.447 Data 0.001 Err 0.2226 top1 7.031 top5 0.000 | Epoch: [35][302/553] Time 2.436 Data 0.001 Err 0.4400 top1 10.938 top5 5.469 | Epoch: [35][303/553] Time 2.440 Data 0.001 Err 0.2971 top1 7.812 top5 2.344 | Epoch: [35][304/553] Time 2.432 Data 0.001 Err 0.4237 top1 13.281 top5 3.906 | Epoch: [35][305/553] Time 2.440 Data 0.000 Err 0.3027 top1 9.375 top5 3.906 | Epoch: [35][306/553] Time 2.441 Data 0.001 Err 0.3410 top1 7.031 top5 3.125 | Epoch: [35][307/553] Time 2.437 Data 0.001 Err 0.3243 top1 9.375 top5 2.344 | Epoch: [35][308/553] Time 2.481 Data 0.001 Err 0.4014 top1 11.719 top5 3.125 | Epoch: [35][309/553] Time 2.446 Data 0.001 Err 0.2539 top1 5.469 top5 1.562 | Epoch: [35][310/553] Time 2.442 Data 0.001 Err 0.4385 top1 10.938 top5 3.125 | Epoch: [35][311/553] Time 2.438 Data 0.001 Err 0.4842 top1 12.500 top5 3.906 | Epoch: [35][312/553] Time 2.446 Data 0.001 Err 0.3972 top1 10.938 top5 2.344 | Epoch: [35][313/553] Time 2.433 Data 0.001 Err 0.3398 top1 8.594 top5 2.344 | Epoch: [35][314/553] Time 2.471 Data 0.001 Err 0.3308 top1 8.594 top5 2.344 | Epoch: [35][315/553] Time 2.436 Data 0.001 Err 0.4709 top1 14.844 top5 5.469 | Epoch: [35][316/553] Time 2.445 Data 0.000 Err 0.4182 top1 12.500 top5 3.125 | Epoch: [35][317/553] Time 2.446 Data 0.001 Err 0.3525 top1 10.938 top5 1.562 | Epoch: [35][318/553] Time 2.436 Data 0.001 Err 0.5526 top1 13.281 top5 5.469 | Epoch: [35][319/553] Time 2.435 Data 0.001 Err 0.3875 top1 9.375 top5 3.125 | Epoch: [35][320/553] Time 2.429 Data 0.001 Err 0.4628 top1 11.719 top5 5.469 | Epoch: [35][321/553] Time 2.448 Data 0.001 Err 0.3988 top1 8.594 top5 2.344 | Epoch: [35][322/553] Time 2.439 Data 0.001 Err 0.3073 top1 7.812 top5 1.562 | Epoch: [35][323/553] Time 2.434 Data 0.001 Err 0.3290 top1 7.812 top5 3.125 | Epoch: [35][324/553] Time 2.438 Data 0.000 Err 0.2790 top1 9.375 top5 0.781 | Epoch: [35][325/553] Time 2.438 Data 0.001 Err 0.2051 top1 5.469 top5 2.344 | Epoch: [35][326/553] Time 2.434 Data 0.000 Err 0.3710 top1 10.156 top5 1.562 | Epoch: [35][327/553] Time 2.474 Data 0.001 Err 0.5038 top1 13.281 top5 4.688 | Epoch: [35][328/553] Time 2.493 Data 0.001 Err 0.3119 top1 8.594 top5 1.562 | Epoch: [35][329/553] Time 2.505 Data 0.001 Err 0.2969 top1 7.031 top5 0.781 | Epoch: [35][330/553] Time 2.482 Data 0.001 Err 0.3093 top1 10.156 top5 0.781 | Epoch: [35][331/553] Time 2.445 Data 0.001 Err 0.2919 top1 7.812 top5 2.344 | Epoch: [35][332/553] Time 2.432 Data 0.001 Err 0.3205 top1 9.375 top5 1.562 | Epoch: [35][333/553] Time 2.436 Data 0.001 Err 0.2956 top1 7.031 top5 2.344 | Epoch: [35][334/553] Time 2.476 Data 0.001 Err 0.3321 top1 8.594 top5 3.125 | Epoch: [35][335/553] Time 2.440 Data 0.001 Err 0.4130 top1 10.938 top5 3.906 | Epoch: [35][336/553] Time 2.443 Data 0.001 Err 0.4949 top1 11.719 top5 5.469 | Epoch: [35][337/553] Time 2.435 Data 0.001 Err 0.3511 top1 10.938 top5 2.344 | Epoch: [35][338/553] Time 2.485 Data 0.001 Err 0.2975 top1 7.031 top5 0.781 | Epoch: [35][339/553] Time 2.439 Data 0.001 Err 0.4109 top1 10.938 top5 2.344 | Epoch: [35][340/553] Time 2.441 Data 0.001 Err 0.5571 top1 13.281 top5 4.688 | Epoch: [35][341/553] Time 2.475 Data 0.000 Err 0.3168 top1 10.156 top5 0.781 | Epoch: [35][342/553] Time 2.436 Data 0.001 Err 0.3278 top1 7.812 top5 3.125 | Epoch: [35][343/553] Time 2.441 Data 0.000 Err 0.3203 top1 7.812 top5 3.125 | Epoch: [35][344/553] Time 2.462 Data 0.001 Err 0.3426 top1 10.938 top5 3.906 | Epoch: [35][345/553] Time 2.500 Data 0.001 Err 0.2870 top1 7.031 top5 3.125 | Epoch: [35][346/553] Time 2.439 Data 0.001 Err 0.4910 top1 14.062 top5 4.688 | Epoch: [35][347/553] Time 2.451 Data 0.001 Err 0.3743 top1 10.938 top5 3.125 | Epoch: [35][348/553] Time 2.436 Data 0.001 Err 0.4384 top1 13.281 top5 2.344 | Epoch: [35][349/553] Time 2.438 Data 0.001 Err 0.4598 top1 14.062 top5 3.125 | Epoch: [35][350/553] Time 2.438 Data 0.001 Err 0.4734 top1 11.719 top5 4.688 | Epoch: [35][351/553] Time 2.433 Data 0.001 Err 0.3614 top1 10.156 top5 3.125 | Epoch: [35][352/553] Time 2.441 Data 0.000 Err 0.1798 top1 3.906 top5 0.781 | Epoch: [35][353/553] Time 2.433 Data 0.001 Err 0.4917 top1 12.500 top5 4.688 | Epoch: [35][354/553] Time 2.441 Data 0.000 Err 0.3165 top1 7.812 top5 3.125 | Epoch: [35][355/553] Time 2.456 Data 0.001 Err 0.4399 top1 12.500 top5 1.562 | Epoch: [35][356/553] Time 2.436 Data 0.001 Err 0.4831 top1 14.844 top5 3.125 | Epoch: [35][357/553] Time 2.489 Data 0.001 Err 0.2130 top1 4.688 top5 0.781 | Epoch: [35][358/553] Time 2.448 Data 0.001 Err 0.4535 top1 9.375 top5 3.125 | Epoch: [35][359/553] Time 2.441 Data 0.001 Err 0.5003 top1 16.406 top5 3.125 | Epoch: [35][360/553] Time 2.427 Data 0.000 Err 0.5262 top1 14.062 top5 6.250 | Epoch: [35][361/553] Time 2.432 Data 0.001 Err 0.4039 top1 10.938 top5 3.125 | Epoch: [35][362/553] Time 2.480 Data 0.000 Err 0.2920 top1 7.031 top5 1.562 | Epoch: [35][363/553] Time 2.439 Data 0.001 Err 0.5036 top1 12.500 top5 5.469 | Epoch: [35][364/553] Time 2.434 Data 0.000 Err 0.3783 top1 10.938 top5 1.562 | Epoch: [35][365/553] Time 2.442 Data 0.001 Err 0.2262 top1 7.031 top5 0.781 | Epoch: [35][366/553] Time 2.438 Data 0.001 Err 0.3003 top1 7.031 top5 2.344 | Epoch: [35][367/553] Time 2.451 Data 0.001 Err 0.3225 top1 6.250 top5 2.344 | Epoch: [35][368/553] Time 2.433 Data 0.001 Err 0.3648 top1 9.375 top5 3.906 | Epoch: [35][369/553] Time 2.433 Data 0.001 Err 0.3338 top1 9.375 top5 2.344 | Epoch: [35][370/553] Time 2.438 Data 0.001 Err 0.3924 top1 8.594 top5 4.688 | Epoch: [35][371/553] Time 2.439 Data 0.001 Err 0.4475 top1 10.938 top5 3.906 | Epoch: [35][372/553] Time 2.460 Data 0.001 Err 0.2886 top1 10.156 top5 1.562 | Epoch: [35][373/553] Time 2.436 Data 0.001 Err 0.4555 top1 11.719 top5 3.125 | Epoch: [35][374/553] Time 2.436 Data 0.001 Err 0.3579 top1 11.719 top5 1.562 | Epoch: [35][375/553] Time 2.434 Data 0.001 Err 0.2694 top1 4.688 top5 2.344 | Epoch: [35][376/553] Time 2.469 Data 0.001 Err 0.3957 top1 9.375 top5 4.688 | Epoch: [35][377/553] Time 2.467 Data 0.001 Err 0.2688 top1 6.250 top5 1.562 | Epoch: [35][378/553] Time 2.436 Data 0.001 Err 0.3603 top1 7.812 top5 3.125 | Epoch: [35][379/553] Time 2.435 Data 0.001 Err 0.3565 top1 9.375 top5 3.125 | Epoch: [35][380/553] Time 2.439 Data 0.001 Err 0.5486 top1 15.625 top5 5.469 | Epoch: [35][381/553] Time 2.434 Data 0.000 Err 0.5589 top1 14.844 top5 5.469 | Epoch: [35][382/553] Time 2.474 Data 0.001 Err 0.4450 top1 11.719 top5 5.469 | Epoch: [35][383/553] Time 2.455 Data 0.001 Err 0.4291 top1 10.938 top5 3.906 | Epoch: [35][384/553] Time 2.467 Data 0.001 Err 0.3763 top1 9.375 top5 3.906 | Epoch: [35][385/553] Time 2.446 Data 0.001 Err 0.4193 top1 9.375 top5 2.344 | Epoch: [35][386/553] Time 2.434 Data 0.001 Err 0.3544 top1 9.375 top5 1.562 | Epoch: [35][387/553] Time 2.444 Data 0.001 Err 0.2602 top1 7.031 top5 0.781 | Epoch: [35][388/553] Time 2.434 Data 0.001 Err 0.3715 top1 11.719 top5 2.344 | Epoch: [35][389/553] Time 2.437 Data 0.001 Err 0.3884 top1 10.156 top5 3.906 | Epoch: [35][390/553] Time 2.483 Data 0.001 Err 0.4464 top1 10.156 top5 2.344 | Epoch: [35][391/553] Time 2.436 Data 0.001 Err 0.5413 top1 14.844 top5 4.688 | Epoch: [35][392/553] Time 2.435 Data 0.000 Err 0.2782 top1 7.812 top5 1.562 | Epoch: [35][393/553] Time 2.473 Data 0.001 Err 0.3076 top1 7.812 top5 2.344 | Epoch: [35][394/553] Time 2.439 Data 0.001 Err 0.2954 top1 7.031 top5 2.344 | Epoch: [35][395/553] Time 2.441 Data 0.001 Err 0.4634 top1 10.156 top5 3.125 | Epoch: [35][396/553] Time 2.440 Data 0.001 Err 0.4167 top1 9.375 top5 5.469 | Epoch: [35][397/553] Time 2.438 Data 0.001 Err 0.3698 top1 10.938 top5 0.781 | Epoch: [35][398/553] Time 2.440 Data 0.001 Err 0.3771 top1 8.594 top5 3.125 | Epoch: [35][399/553] Time 2.451 Data 0.001 Err 0.2592 top1 7.812 top5 1.562 | Epoch: [35][400/553] Time 2.451 Data 0.000 Err 0.5043 top1 14.062 top5 5.469 | Epoch: [35][401/553] Time 2.435 Data 0.001 Err 0.3652 top1 12.500 top5 2.344 | Epoch: [35][402/553] Time 2.436 Data 0.000 Err 0.4636 top1 11.719 top5 3.125 | Epoch: [35][403/553] Time 2.442 Data 0.001 Err 0.4185 top1 11.719 top5 3.906 | Epoch: [35][404/553] Time 2.469 Data 0.001 Err 0.3493 top1 8.594 top5 3.125 | Epoch: [35][405/553] Time 2.436 Data 0.001 Err 0.4752 top1 12.500 top5 3.906 | Epoch: [35][406/553] Time 2.477 Data 0.001 Err 0.4420 top1 14.062 top5 3.125 | Epoch: [35][407/553] Time 2.444 Data 0.001 Err 0.3633 top1 11.719 top5 3.125 | Epoch: [35][408/553] Time 2.444 Data 0.001 Err 0.4140 top1 10.156 top5 3.906 | Epoch: [35][409/553] Time 2.434 Data 0.001 Err 0.3674 top1 8.594 top5 3.125 | Epoch: [35][410/553] Time 2.435 Data 0.001 Err 0.3673 top1 10.156 top5 3.906 | Epoch: [35][411/553] Time 2.431 Data 0.000 Err 0.4408 top1 12.500 top5 5.469 | Epoch: [35][412/553] Time 2.432 Data 0.001 Err 0.5184 top1 14.062 top5 3.125 | Epoch: [35][413/553] Time 2.475 Data 0.001 Err 0.3198 top1 7.812 top5 1.562 | Epoch: [35][414/553] Time 2.446 Data 0.001 Err 0.4118 top1 9.375 top5 3.906 | Epoch: [35][415/553] Time 2.440 Data 0.001 Err 0.3989 top1 10.938 top5 3.125 | Epoch: [35][416/553] Time 2.434 Data 0.001 Err 0.3761 top1 8.594 top5 3.125 | Epoch: [35][417/553] Time 2.435 Data 0.001 Err 0.4665 top1 10.938 top5 4.688 | Epoch: [35][418/553] Time 2.480 Data 0.001 Err 0.3054 top1 8.594 top5 1.562 | Epoch: [35][419/553] Time 2.445 Data 0.000 Err 0.4913 top1 14.062 top5 3.906 | Epoch: [35][420/553] Time 2.438 Data 0.001 Err 0.4349 top1 10.938 top5 3.125 | Epoch: [35][421/553] Time 2.441 Data 0.001 Err 0.4424 top1 11.719 top5 3.906 | Epoch: [35][422/553] Time 2.440 Data 0.001 Err 0.3419 top1 9.375 top5 2.344 | Epoch: [35][423/553] Time 2.450 Data 0.001 Err 0.2985 top1 6.250 top5 1.562 | Epoch: [35][424/553] Time 2.438 Data 0.001 Err 0.3635 top1 9.375 top5 2.344 | Epoch: [35][425/553] Time 2.442 Data 0.001 Err 0.4457 top1 12.500 top5 1.562 | Epoch: [35][426/553] Time 2.444 Data 0.001 Err 0.4429 top1 14.062 top5 4.688 | Epoch: [35][427/553] Time 2.437 Data 0.001 Err 0.3190 top1 7.031 top5 2.344 | Epoch: [35][428/553] Time 2.437 Data 0.000 Err 0.4806 top1 12.500 top5 5.469 | Epoch: [35][429/553] Time 2.440 Data 0.001 Err 0.3276 top1 6.250 top5 3.125 | Epoch: [35][430/553] Time 2.438 Data 0.000 Err 0.2086 top1 3.125 top5 0.781 | Epoch: [35][431/553] Time 2.442 Data 0.001 Err 0.4128 top1 10.938 top5 3.125 | Epoch: [35][432/553] Time 2.438 Data 0.001 Err 0.2544 top1 6.250 top5 0.781 | Epoch: [35][433/553] Time 2.467 Data 0.001 Err 0.4386 top1 14.062 top5 3.125 | Epoch: [35][434/553] Time 2.436 Data 0.001 Err 0.3722 top1 10.938 top5 2.344 | Epoch: [35][435/553] Time 2.438 Data 0.003 Err 0.3402 top1 7.812 top5 2.344 | Epoch: [35][436/553] Time 2.453 Data 0.001 Err 0.3916 top1 11.719 top5 1.562 | Epoch: [35][437/553] Time 2.474 Data 0.001 Err 0.3003 top1 6.250 top5 2.344 | Epoch: [35][438/553] Time 2.471 Data 0.000 Err 0.3256 top1 8.594 top5 2.344 | Epoch: [35][439/553] Time 2.430 Data 0.001 Err 0.4227 top1 12.500 top5 2.344 | Epoch: [35][440/553] Time 2.501 Data 0.000 Err 0.3984 top1 8.594 top5 3.906 | Epoch: [35][441/553] Time 2.444 Data 0.001 Err 0.4864 top1 14.062 top5 3.125 | Epoch: [35][442/553] Time 2.475 Data 0.001 Err 0.3234 top1 9.375 top5 3.125 | Epoch: [35][443/553] Time 2.443 Data 0.001 Err 0.4525 top1 10.938 top5 4.688 | Epoch: [35][444/553] Time 2.437 Data 0.001 Err 0.3799 top1 10.156 top5 4.688 | Epoch: [35][445/553] Time 2.445 Data 0.001 Err 0.2949 top1 8.594 top5 1.562 | Epoch: [35][446/553] Time 2.437 Data 0.001 Err 0.3666 top1 8.594 top5 3.125 | Epoch: [35][447/553] Time 2.449 Data 0.001 Err 0.3404 top1 10.156 top5 2.344 | Epoch: [35][448/553] Time 2.430 Data 0.001 Err 0.3727 top1 10.938 top5 3.125 | Epoch: [35][449/553] Time 2.481 Data 0.000 Err 0.2656 top1 7.812 top5 0.000 | Epoch: [35][450/553] Time 2.436 Data 0.001 Err 0.4089 top1 10.938 top5 2.344 | Epoch: [35][451/553] Time 2.439 Data 0.001 Err 0.4077 top1 10.938 top5 3.125 | Epoch: [35][452/553] Time 2.458 Data 0.001 Err 0.3373 top1 10.938 top5 2.344 | Epoch: [35][453/553] Time 2.454 Data 0.001 Err 0.3790 top1 9.375 top5 2.344 | Epoch: [35][454/553] Time 2.447 Data 0.001 Err 0.2987 top1 9.375 top5 1.562 | Epoch: [35][455/553] Time 2.431 Data 0.001 Err 0.4341 top1 9.375 top5 1.562 | Epoch: [35][456/553] Time 2.467 Data 0.001 Err 0.4075 top1 11.719 top5 4.688 | Epoch: [35][457/553] Time 2.435 Data 0.001 Err 0.4503 top1 11.719 top5 5.469 | Epoch: [35][458/553] Time 2.439 Data 0.001 Err 0.3764 top1 9.375 top5 3.125 | Epoch: [35][459/553] Time 2.475 Data 0.001 Err 0.1829 top1 5.469 top5 1.562 | Epoch: [35][460/553] Time 2.444 Data 0.001 Err 0.2394 top1 8.594 top5 1.562 | Epoch: [35][461/553] Time 2.454 Data 0.001 Err 0.3479 top1 9.375 top5 0.781 | Epoch: [35][462/553] Time 2.438 Data 0.001 Err 0.2750 top1 9.375 top5 2.344 | Epoch: [35][463/553] Time 2.484 Data 0.001 Err 0.2774 top1 9.375 top5 0.781 | Epoch: [35][464/553] Time 2.442 Data 0.001 Err 0.4311 top1 12.500 top5 3.906 | Epoch: [35][465/553] Time 2.490 Data 0.001 Err 0.5656 top1 17.969 top5 5.469 | Epoch: [35][466/553] Time 2.430 Data 0.001 Err 0.4907 top1 13.281 top5 3.906 | Epoch: [35][467/553] Time 2.446 Data 0.001 Err 0.2856 top1 6.250 top5 2.344 | Epoch: [35][468/553] Time 2.434 Data 0.000 Err 0.4656 top1 14.062 top5 2.344 | Epoch: [35][469/553] Time 2.435 Data 0.001 Err 0.3771 top1 13.281 top5 3.906 | Epoch: [35][470/553] Time 2.436 Data 0.001 Err 0.3987 top1 12.500 top5 2.344 | Epoch: [35][471/553] Time 2.452 Data 0.001 Err 0.2764 top1 5.469 top5 0.781 | Epoch: [35][472/553] Time 2.443 Data 0.001 Err 0.4955 top1 11.719 top5 3.906 | Epoch: [35][473/553] Time 2.439 Data 0.001 Err 0.4663 top1 12.500 top5 3.906 | Epoch: [35][474/553] Time 2.434 Data 0.001 Err 0.5464 top1 16.406 top5 4.688 | Epoch: [35][475/553] Time 2.433 Data 0.001 Err 0.3043 top1 7.031 top5 3.125 | Epoch: [35][476/553] Time 2.457 Data 0.001 Err 0.3242 top1 10.938 top5 1.562 | Epoch: [35][477/553] Time 2.480 Data 0.001 Err 0.4140 top1 11.719 top5 3.125 | Epoch: [35][478/553] Time 2.444 Data 0.000 Err 0.4845 top1 10.938 top5 3.125 | Epoch: [35][479/553] Time 2.480 Data 0.001 Err 0.2433 top1 7.031 top5 1.562 | Epoch: [35][480/553] Time 2.438 Data 0.001 Err 0.3187 top1 10.156 top5 2.344 | Epoch: [35][481/553] Time 2.439 Data 0.001 Err 0.3008 top1 8.594 top5 2.344 | Epoch: [35][482/553] Time 2.478 Data 0.001 Err 0.3247 top1 7.812 top5 3.125 | Epoch: [35][483/553] Time 2.441 Data 0.001 Err 0.4340 top1 14.062 top5 2.344 | Epoch: [35][484/553] Time 2.440 Data 0.001 Err 0.3061 top1 7.031 top5 1.562 | Epoch: [35][485/553] Time 2.440 Data 0.001 Err 0.5374 top1 14.062 top5 7.031 | Epoch: [35][486/553] Time 2.433 Data 0.001 Err 0.4306 top1 9.375 top5 4.688 | Epoch: [35][487/553] Time 2.445 Data 0.001 Err 0.5136 top1 11.719 top5 3.125 | Epoch: [35][488/553] Time 2.434 Data 0.001 Err 0.3115 top1 7.812 top5 2.344 | Epoch: [35][489/553] Time 2.440 Data 0.001 Err 0.3069 top1 7.031 top5 1.562 | Epoch: [35][490/553] Time 2.443 Data 0.001 Err 0.2366 top1 6.250 top5 1.562 | Epoch: [35][491/553] Time 2.438 Data 0.001 Err 0.3161 top1 9.375 top5 2.344 | Epoch: [35][492/553] Time 2.439 Data 0.001 Err 0.3007 top1 9.375 top5 2.344 | Epoch: [35][493/553] Time 2.475 Data 0.001 Err 0.4204 top1 11.719 top5 3.906 | Epoch: [35][494/553] Time 2.436 Data 0.001 Err 0.3375 top1 10.156 top5 2.344 | Epoch: [35][495/553] Time 2.434 Data 0.001 Err 0.4355 top1 11.719 top5 3.906 | Epoch: [35][496/553] Time 2.443 Data 0.001 Err 0.3674 top1 10.156 top5 3.125 | Epoch: [35][497/553] Time 2.435 Data 0.001 Err 0.3491 top1 10.156 top5 2.344 | Epoch: [35][498/553] Time 2.438 Data 0.001 Err 0.2448 top1 5.469 top5 0.781 | Epoch: [35][499/553] Time 2.439 Data 0.001 Err 0.3501 top1 9.375 top5 2.344 | Epoch: [35][500/553] Time 2.461 Data 0.001 Err 0.4326 top1 14.062 top5 2.344 | Epoch: [35][501/553] Time 2.444 Data 0.001 Err 0.4161 top1 6.250 top5 3.906 | Epoch: [35][502/553] Time 2.489 Data 0.001 Err 0.3894 top1 12.500 top5 2.344 | Epoch: [35][503/553] Time 2.438 Data 0.000 Err 0.3024 top1 7.031 top5 1.562 | Epoch: [35][504/553] Time 2.438 Data 0.000 Err 0.2337 top1 6.250 top5 0.781 | Epoch: [35][505/553] Time 2.438 Data 0.001 Err 0.3754 top1 9.375 top5 3.906 | Epoch: [35][506/553] Time 2.439 Data 0.001 Err 0.4164 top1 7.812 top5 3.125 | Epoch: [35][507/553] Time 2.446 Data 0.001 Err 0.3633 top1 8.594 top5 4.688 | Epoch: [35][508/553] Time 2.439 Data 0.001 Err 0.4121 top1 10.938 top5 3.125 | Epoch: [35][509/553] Time 2.439 Data 0.001 Err 0.2598 top1 6.250 top5 2.344 | Epoch: [35][510/553] Time 2.434 Data 0.001 Err 0.4581 top1 12.500 top5 5.469 | Epoch: [35][511/553] Time 2.444 Data 0.001 Err 0.4860 top1 15.625 top5 3.906 | Epoch: [35][512/553] Time 2.442 Data 0.001 Err 0.3093 top1 7.031 top5 3.125 | Epoch: [35][513/553] Time 2.439 Data 0.001 Err 0.3086 top1 6.250 top5 3.125 | Epoch: [35][514/553] Time 2.439 Data 0.000 Err 0.3200 top1 9.375 top5 2.344 | Epoch: [35][515/553] Time 2.438 Data 0.001 Err 0.3720 top1 7.031 top5 3.125 | Epoch: [35][516/553] Time 2.434 Data 0.000 Err 0.4894 top1 14.062 top5 2.344 | Epoch: [35][517/553] Time 2.487 Data 0.001 Err 0.5073 top1 14.062 top5 3.906 | Epoch: [35][518/553] Time 2.482 Data 0.001 Err 0.3809 top1 11.719 top5 2.344 | Epoch: [35][519/553] Time 2.441 Data 0.001 Err 0.3539 top1 9.375 top5 3.906 | Epoch: [35][520/553] Time 2.453 Data 0.001 Err 0.2937 top1 7.812 top5 1.562 | Epoch: [35][521/553] Time 2.504 Data 0.001 Err 0.3840 top1 13.281 top5 2.344 | Epoch: [35][522/553] Time 2.437 Data 0.001 Err 0.3122 top1 8.594 top5 1.562 | Epoch: [35][523/553] Time 2.435 Data 0.001 Err 0.3538 top1 10.156 top5 3.125 | Epoch: [35][524/553] Time 2.439 Data 0.001 Err 0.4539 top1 12.500 top5 3.125 | Epoch: [35][525/553] Time 2.432 Data 0.000 Err 0.4197 top1 12.500 top5 3.125 | Epoch: [35][526/553] Time 2.440 Data 0.001 Err 0.3729 top1 10.156 top5 3.906 | Epoch: [35][527/553] Time 2.439 Data 0.001 Err 0.4503 top1 10.938 top5 3.906 | Epoch: [35][528/553] Time 2.439 Data 0.001 Err 0.3872 top1 8.594 top5 3.906 | Epoch: [35][529/553] Time 2.444 Data 0.001 Err 0.2843 top1 8.594 top5 1.562 | Epoch: [35][530/553] Time 2.439 Data 0.001 Err 0.3526 top1 9.375 top5 2.344 | Epoch: [35][531/553] Time 2.427 Data 0.001 Err 0.4950 top1 12.500 top5 4.688 | Epoch: [35][532/553] Time 2.432 Data 0.001 Err 0.4103 top1 11.719 top5 3.125 | Epoch: [35][533/553] Time 2.434 Data 0.000 Err 0.3345 top1 10.156 top5 1.562 | Epoch: [35][534/553] Time 2.437 Data 0.001 Err 0.3962 top1 10.938 top5 3.125 | Epoch: [35][535/553] Time 2.495 Data 0.001 Err 0.3632 top1 9.375 top5 3.906 | Epoch: [35][536/553] Time 2.477 Data 0.001 Err 0.4169 top1 8.594 top5 3.906 | Epoch: [35][537/553] Time 2.435 Data 0.001 Err 0.3987 top1 8.594 top5 2.344 | Epoch: [35][538/553] Time 2.436 Data 0.001 Err 0.3257 top1 10.156 top5 0.781 | Epoch: [35][539/553] Time 2.441 Data 0.001 Err 0.2800 top1 7.812 top5 0.781 | Epoch: [35][540/553] Time 2.445 Data 0.001 Err 0.4556 top1 10.938 top5 3.906 | Epoch: [35][541/553] Time 2.480 Data 0.001 Err 0.3569 top1 7.031 top5 2.344 | Epoch: [35][542/553] Time 2.450 Data 0.000 Err 0.3114 top1 7.031 top5 2.344 | Epoch: [35][543/553] Time 2.435 Data 0.000 Err 0.3139 top1 10.156 top5 0.781 | Epoch: [35][544/553] Time 2.480 Data 0.000 Err 0.3083 top1 8.594 top5 2.344 | Epoch: [35][545/553] Time 2.455 Data 0.000 Err 0.3477 top1 10.156 top5 1.562 | Epoch: [35][546/553] Time 2.446 Data 0.000 Err 0.3763 top1 10.938 top5 2.344 | Epoch: [35][547/553] Time 2.436 Data 0.000 Err 0.2821 top1 7.031 top5 1.562 | Epoch: [35][548/553] Time 2.434 Data 0.001 Err 0.5673 top1 10.938 top5 6.250 | Epoch: [35][549/553] Time 2.438 Data 0.000 Err 0.2836 top1 6.250 top5 3.125 | Epoch: [35][550/553] Time 2.431 Data 0.000 Err 0.2331 top1 5.469 top5 1.562 | Epoch: [35][551/553] Time 2.432 Data 0.000 Err 0.3284 top1 10.156 top5 3.906 | Epoch: [35][552/553] Time 2.440 Data 0.000 Err 0.3322 top1 8.594 top5 0.781 | Epoch: [35][553/553] Time 1.024 Data 0.000 Err 0.7518 top1 20.455 top5 2.273 | Test: [35][1/198] Time 2.470 Data 1.752 top1 14.062 ( 14.062) top5 5.469 ( 5.469) | Test: [35][2/198] Time 0.722 Data 0.001 top1 13.281 ( 13.672) top5 0.781 ( 3.125) | Test: [35][3/198] Time 0.716 Data 0.000 top1 12.500 ( 13.281) top5 1.562 ( 2.604) | Test: [35][4/198] Time 0.724 Data 0.001 top1 10.156 ( 12.500) top5 2.344 ( 2.539) | Test: [35][5/198] Time 0.716 Data 0.001 top1 14.062 ( 12.812) top5 1.562 ( 2.344) | Test: [35][6/198] Time 0.724 Data 0.001 top1 14.844 ( 13.151) top5 2.344 ( 2.344) | Test: [35][7/198] Time 0.722 Data 0.001 top1 13.281 ( 13.170) top5 1.562 ( 2.232) | Test: [35][8/198] Time 0.713 Data 0.001 top1 7.812 ( 12.500) top5 1.562 ( 2.148) | Test: [35][9/198] Time 0.718 Data 0.001 top1 9.375 ( 12.153) top5 2.344 ( 2.170) | Test: [35][10/198] Time 0.712 Data 0.001 top1 15.625 ( 12.500) top5 2.344 ( 2.188) | Test: [35][11/198] Time 0.710 Data 0.001 top1 10.156 ( 12.287) top5 0.000 ( 1.989) | Test: [35][12/198] Time 0.715 Data 0.001 top1 9.375 ( 12.044) top5 3.125 ( 2.083) | Test: [35][13/198] Time 0.709 Data 0.001 top1 13.281 ( 12.139) top5 0.781 ( 1.983) | Test: [35][14/198] Time 0.718 Data 0.001 top1 10.938 ( 12.054) top5 1.562 ( 1.953) | Test: [35][15/198] Time 0.716 Data 0.001 top1 8.594 ( 11.823) top5 1.562 ( 1.927) | Test: [35][16/198] Time 0.715 Data 0.001 top1 8.594 ( 11.621) top5 1.562 ( 1.904) | Test: [35][17/198] Time 0.723 Data 0.001 top1 9.375 ( 11.489) top5 1.562 ( 1.884) | Test: [35][18/198] Time 0.714 Data 0.001 top1 14.062 ( 11.632) top5 3.125 ( 1.953) | Test: [35][19/198] Time 0.717 Data 0.001 top1 11.719 ( 11.637) top5 2.344 ( 1.974) | Test: [35][20/198] Time 0.720 Data 0.001 top1 10.156 ( 11.562) top5 1.562 ( 1.953) | Test: [35][21/198] Time 0.721 Data 0.001 top1 10.156 ( 11.496) top5 2.344 ( 1.972) | Test: [35][22/198] Time 0.722 Data 0.001 top1 10.938 ( 11.470) top5 0.781 ( 1.918) | Test: [35][23/198] Time 0.719 Data 0.001 top1 14.062 ( 11.583) top5 3.906 ( 2.004) | Test: [35][24/198] Time 0.718 Data 0.001 top1 14.062 ( 11.686) top5 4.688 ( 2.116) | Test: [35][25/198] Time 0.711 Data 0.001 top1 12.500 ( 11.719) top5 1.562 ( 2.094) | Test: [35][26/198] Time 0.718 Data 0.001 top1 5.469 ( 11.478) top5 0.781 ( 2.043) | Test: [35][27/198] Time 0.724 Data 0.001 top1 10.938 ( 11.458) top5 2.344 ( 2.054) | Test: [35][28/198] Time 0.721 Data 0.001 top1 14.844 ( 11.579) top5 3.906 ( 2.121) | Test: [35][29/198] Time 0.722 Data 0.001 top1 12.500 ( 11.611) top5 3.125 ( 2.155) | Test: [35][30/198] Time 0.723 Data 0.004 top1 17.969 ( 11.823) top5 5.469 ( 2.266) | Test: [35][31/198] Time 0.723 Data 0.001 top1 19.531 ( 12.072) top5 3.906 ( 2.319) | Test: [35][32/198] Time 0.716 Data 0.001 top1 14.062 ( 12.134) top5 2.344 ( 2.319) | Test: [35][33/198] Time 0.715 Data 0.001 top1 15.625 ( 12.240) top5 4.688 ( 2.391) | Test: [35][34/198] Time 0.716 Data 0.001 top1 11.719 ( 12.224) top5 1.562 ( 2.367) | Test: [35][35/198] Time 0.713 Data 0.001 top1 10.156 ( 12.165) top5 0.781 ( 2.321) | Test: [35][36/198] Time 0.717 Data 0.001 top1 13.281 ( 12.196) top5 2.344 ( 2.322) | Test: [35][37/198] Time 0.712 Data 0.001 top1 10.938 ( 12.162) top5 0.781 ( 2.280) | Test: [35][38/198] Time 0.719 Data 0.001 top1 17.188 ( 12.294) top5 3.906 ( 2.323) | Test: [35][39/198] Time 0.720 Data 0.001 top1 10.156 ( 12.240) top5 2.344 ( 2.324) | Test: [35][40/198] Time 0.719 Data 0.001 top1 11.719 ( 12.227) top5 3.906 ( 2.363) | Test: [35][41/198] Time 0.715 Data 0.001 top1 12.500 ( 12.233) top5 2.344 ( 2.363) | Test: [35][42/198] Time 0.714 Data 0.001 top1 11.719 ( 12.221) top5 3.125 ( 2.381) | Test: [35][43/198] Time 0.715 Data 0.001 top1 9.375 ( 12.155) top5 0.781 ( 2.344) | Test: [35][44/198] Time 0.713 Data 0.001 top1 10.156 ( 12.109) top5 3.125 ( 2.362) | Test: [35][45/198] Time 0.717 Data 0.001 top1 13.281 ( 12.135) top5 0.781 ( 2.326) | Test: [35][46/198] Time 0.715 Data 0.001 top1 14.062 ( 12.177) top5 3.125 ( 2.344) | Test: [35][47/198] Time 0.714 Data 0.001 top1 15.625 ( 12.251) top5 5.469 ( 2.410) | Test: [35][48/198] Time 0.717 Data 0.001 top1 11.719 ( 12.240) top5 3.125 ( 2.425) | Test: [35][49/198] Time 0.713 Data 0.001 top1 10.156 ( 12.197) top5 2.344 ( 2.423) | Test: [35][50/198] Time 0.721 Data 0.001 top1 10.156 ( 12.156) top5 3.906 ( 2.453) | Test: [35][51/198] Time 0.726 Data 0.001 top1 5.469 ( 12.025) top5 0.781 ( 2.420) | Test: [35][52/198] Time 0.730 Data 0.001 top1 16.406 ( 12.109) top5 1.562 ( 2.404) | Test: [35][53/198] Time 0.722 Data 0.001 top1 10.156 ( 12.073) top5 1.562 ( 2.388) | Test: [35][54/198] Time 0.722 Data 0.001 top1 12.500 ( 12.080) top5 0.781 ( 2.358) | Test: [35][55/198] Time 0.728 Data 0.001 top1 10.156 ( 12.045) top5 2.344 ( 2.358) | Test: [35][56/198] Time 0.725 Data 0.001 top1 14.062 ( 12.081) top5 3.125 ( 2.372) | Test: [35][57/198] Time 0.718 Data 0.001 top1 15.625 ( 12.144) top5 1.562 ( 2.357) | Test: [35][58/198] Time 0.716 Data 0.001 top1 18.750 ( 12.258) top5 4.688 ( 2.398) | Test: [35][59/198] Time 0.740 Data 0.001 top1 7.031 ( 12.169) top5 3.125 ( 2.410) | Test: [35][60/198] Time 0.723 Data 0.001 top1 8.594 ( 12.109) top5 4.688 ( 2.448) | Test: [35][61/198] Time 0.718 Data 0.001 top1 12.500 ( 12.116) top5 0.000 ( 2.408) | Test: [35][62/198] Time 0.720 Data 0.001 top1 14.844 ( 12.160) top5 2.344 ( 2.407) | Test: [35][63/198] Time 0.716 Data 0.001 top1 15.625 ( 12.215) top5 5.469 ( 2.455) | Test: [35][64/198] Time 0.714 Data 0.001 top1 10.938 ( 12.195) top5 3.906 ( 2.478) | Test: [35][65/198] Time 0.714 Data 0.001 top1 12.500 ( 12.200) top5 2.344 ( 2.476) | Test: [35][66/198] Time 0.713 Data 0.001 top1 18.750 ( 12.299) top5 5.469 ( 2.521) | Test: [35][67/198] Time 0.720 Data 0.001 top1 12.500 ( 12.302) top5 3.906 ( 2.542) | Test: [35][68/198] Time 0.710 Data 0.001 top1 10.156 ( 12.270) top5 2.344 ( 2.539) | Test: [35][69/198] Time 0.717 Data 0.001 top1 10.156 ( 12.240) top5 2.344 ( 2.536) | Test: [35][70/198] Time 0.717 Data 0.001 top1 7.812 ( 12.176) top5 3.906 ( 2.556) | Test: [35][71/198] Time 0.713 Data 0.001 top1 14.062 ( 12.203) top5 2.344 ( 2.553) | Test: [35][72/198] Time 0.721 Data 0.001 top1 15.625 ( 12.250) top5 2.344 ( 2.550) | Test: [35][73/198] Time 0.713 Data 0.001 top1 12.500 ( 12.254) top5 3.125 ( 2.558) | Test: [35][74/198] Time 0.723 Data 0.001 top1 13.281 ( 12.268) top5 3.906 ( 2.576) | Test: [35][75/198] Time 0.711 Data 0.001 top1 11.719 ( 12.260) top5 0.781 ( 2.552) | Test: [35][76/198] Time 0.722 Data 0.001 top1 16.406 ( 12.315) top5 3.906 ( 2.570) | Test: [35][77/198] Time 0.717 Data 0.001 top1 10.938 ( 12.297) top5 1.562 ( 2.557) | Test: [35][78/198] Time 0.718 Data 0.001 top1 17.969 ( 12.370) top5 1.562 ( 2.544) | Test: [35][79/198] Time 0.714 Data 0.001 top1 16.406 ( 12.421) top5 3.125 ( 2.551) | Test: [35][80/198] Time 0.708 Data 0.001 top1 9.375 ( 12.383) top5 1.562 ( 2.539) | Test: [35][81/198] Time 0.715 Data 0.001 top1 15.625 ( 12.423) top5 3.125 ( 2.546) | Test: [35][82/198] Time 0.714 Data 0.001 top1 12.500 ( 12.424) top5 0.000 ( 2.515) | Test: [35][83/198] Time 0.713 Data 0.001 top1 11.719 ( 12.415) top5 4.688 ( 2.541) | Test: [35][84/198] Time 0.727 Data 0.001 top1 7.812 ( 12.360) top5 0.781 ( 2.520) | Test: [35][85/198] Time 0.716 Data 0.001 top1 10.156 ( 12.335) top5 0.781 ( 2.500) | Test: [35][86/198] Time 0.714 Data 0.001 top1 10.156 ( 12.309) top5 4.688 ( 2.525) | Test: [35][87/198] Time 0.724 Data 0.001 top1 19.531 ( 12.392) top5 1.562 ( 2.514) | Test: [35][88/198] Time 0.719 Data 0.001 top1 15.625 ( 12.429) top5 3.906 ( 2.530) | Test: [35][89/198] Time 0.723 Data 0.001 top1 14.844 ( 12.456) top5 1.562 ( 2.519) | Test: [35][90/198] Time 0.710 Data 0.001 top1 18.750 ( 12.526) top5 3.125 ( 2.526) | Test: [35][91/198] Time 0.722 Data 0.001 top1 17.188 ( 12.577) top5 2.344 ( 2.524) | Test: [35][92/198] Time 0.713 Data 0.001 top1 17.188 ( 12.627) top5 3.125 ( 2.531) | Test: [35][93/198] Time 0.714 Data 0.001 top1 13.281 ( 12.634) top5 2.344 ( 2.529) | Test: [35][94/198] Time 0.713 Data 0.001 top1 13.281 ( 12.641) top5 3.906 ( 2.543) | Test: [35][95/198] Time 0.715 Data 0.001 top1 10.156 ( 12.615) top5 0.781 ( 2.525) | Test: [35][96/198] Time 0.715 Data 0.001 top1 7.812 ( 12.565) top5 0.781 ( 2.507) | Test: [35][97/198] Time 0.712 Data 0.001 top1 15.625 ( 12.597) top5 5.469 ( 2.537) | Test: [35][98/198] Time 0.724 Data 0.001 top1 10.156 ( 12.572) top5 0.781 ( 2.519) | Test: [35][99/198] Time 0.715 Data 0.001 top1 14.844 ( 12.595) top5 4.688 ( 2.541) | Test: [35][100/198] Time 0.714 Data 0.001 top1 15.625 ( 12.625) top5 1.562 ( 2.531) | Test: [35][101/198] Time 0.717 Data 0.001 top1 14.844 ( 12.647) top5 3.125 ( 2.537) | Test: [35][102/198] Time 0.717 Data 0.001 top1 5.469 ( 12.577) top5 1.562 ( 2.528) | Test: [35][103/198] Time 0.714 Data 0.001 top1 15.625 ( 12.606) top5 1.562 ( 2.518) | Test: [35][104/198] Time 0.714 Data 0.001 top1 13.281 ( 12.613) top5 2.344 ( 2.517) | Test: [35][105/198] Time 0.717 Data 0.001 top1 10.938 ( 12.597) top5 2.344 ( 2.515) | Test: [35][106/198] Time 0.722 Data 0.001 top1 10.938 ( 12.581) top5 0.781 ( 2.499) | Test: [35][107/198] Time 0.714 Data 0.001 top1 13.281 ( 12.588) top5 0.781 ( 2.482) | Test: [35][108/198] Time 0.734 Data 0.001 top1 14.062 ( 12.601) top5 3.125 ( 2.488) | Test: [35][109/198] Time 0.728 Data 0.001 top1 13.281 ( 12.608) top5 2.344 ( 2.487) | Test: [35][110/198] Time 0.718 Data 0.001 top1 15.625 ( 12.635) top5 3.906 ( 2.500) | Test: [35][111/198] Time 0.728 Data 0.001 top1 10.938 ( 12.620) top5 3.125 ( 2.506) | Test: [35][112/198] Time 0.726 Data 0.001 top1 11.719 ( 12.612) top5 5.469 ( 2.532) | Test: [35][113/198] Time 0.723 Data 0.001 top1 10.938 ( 12.597) top5 0.781 ( 2.517) | Test: [35][114/198] Time 0.711 Data 0.001 top1 13.281 ( 12.603) top5 3.906 ( 2.529) | Test: [35][115/198] Time 0.763 Data 0.002 top1 14.844 ( 12.622) top5 2.344 ( 2.527) | Test: [35][116/198] Time 0.712 Data 0.001 top1 12.500 ( 12.621) top5 0.781 ( 2.512) | Test: [35][117/198] Time 0.714 Data 0.001 top1 13.281 ( 12.627) top5 2.344 ( 2.511) | Test: [35][118/198] Time 0.714 Data 0.001 top1 17.188 ( 12.666) top5 3.125 ( 2.516) | Test: [35][119/198] Time 0.716 Data 0.001 top1 14.062 ( 12.677) top5 3.906 ( 2.528) | Test: [35][120/198] Time 0.717 Data 0.001 top1 11.719 ( 12.669) top5 1.562 ( 2.520) | Test: [35][121/198] Time 0.712 Data 0.001 top1 17.969 ( 12.713) top5 5.469 ( 2.544) | Test: [35][122/198] Time 0.717 Data 0.001 top1 17.188 ( 12.750) top5 3.906 ( 2.555) | Test: [35][123/198] Time 0.717 Data 0.001 top1 19.531 ( 12.805) top5 3.906 ( 2.566) | Test: [35][124/198] Time 0.713 Data 0.001 top1 13.281 ( 12.809) top5 2.344 ( 2.564) | Test: [35][125/198] Time 0.719 Data 0.001 top1 16.406 ( 12.838) top5 3.125 ( 2.569) | Test: [35][126/198] Time 0.718 Data 0.001 top1 10.938 ( 12.822) top5 3.125 ( 2.573) | Test: [35][127/198] Time 0.714 Data 0.001 top1 15.625 ( 12.844) top5 0.000 ( 2.553) | Test: [35][128/198] Time 0.718 Data 0.001 top1 11.719 ( 12.836) top5 0.000 ( 2.533) | Test: [35][129/198] Time 0.711 Data 0.001 top1 7.031 ( 12.791) top5 3.125 ( 2.538) | Test: [35][130/198] Time 0.722 Data 0.001 top1 12.500 ( 12.788) top5 2.344 ( 2.536) | Test: [35][131/198] Time 0.721 Data 0.001 top1 16.406 ( 12.816) top5 3.906 ( 2.547) | Test: [35][132/198] Time 0.732 Data 0.001 top1 14.062 ( 12.826) top5 4.688 ( 2.563) | Test: [35][133/198] Time 0.718 Data 0.001 top1 10.938 ( 12.811) top5 2.344 ( 2.561) | Test: [35][134/198] Time 0.728 Data 0.001 top1 12.500 ( 12.809) top5 1.562 ( 2.554) | Test: [35][135/198] Time 0.726 Data 0.001 top1 14.062 ( 12.818) top5 2.344 ( 2.552) | Test: [35][136/198] Time 0.728 Data 0.001 top1 13.281 ( 12.822) top5 0.781 ( 2.539) | Test: [35][137/198] Time 0.723 Data 0.001 top1 8.594 ( 12.791) top5 1.562 ( 2.532) | Test: [35][138/198] Time 0.718 Data 0.001 top1 11.719 ( 12.783) top5 3.906 ( 2.542) | Test: [35][139/198] Time 0.723 Data 0.001 top1 9.375 ( 12.759) top5 0.000 ( 2.524) | Test: [35][140/198] Time 0.714 Data 0.001 top1 11.719 ( 12.751) top5 3.906 ( 2.533) | Test: [35][141/198] Time 0.715 Data 0.001 top1 10.156 ( 12.733) top5 0.781 ( 2.521) | Test: [35][142/198] Time 0.719 Data 0.001 top1 10.156 ( 12.715) top5 3.125 ( 2.525) | Test: [35][143/198] Time 0.725 Data 0.001 top1 14.844 ( 12.729) top5 2.344 ( 2.524) | Test: [35][144/198] Time 0.721 Data 0.001 top1 14.844 ( 12.744) top5 5.469 ( 2.544) | Test: [35][145/198] Time 0.726 Data 0.004 top1 12.500 ( 12.742) top5 1.562 ( 2.538) | Test: [35][146/198] Time 0.724 Data 0.001 top1 8.594 ( 12.714) top5 1.562 ( 2.531) | Test: [35][147/198] Time 0.715 Data 0.001 top1 12.500 ( 12.713) top5 2.344 ( 2.530) | Test: [35][148/198] Time 0.718 Data 0.001 top1 14.062 ( 12.722) top5 3.125 ( 2.534) | Test: [35][149/198] Time 0.717 Data 0.001 top1 13.281 ( 12.725) top5 0.000 ( 2.517) | Test: [35][150/198] Time 0.716 Data 0.001 top1 13.281 ( 12.729) top5 2.344 ( 2.516) | Test: [35][151/198] Time 0.719 Data 0.001 top1 10.156 ( 12.712) top5 1.562 ( 2.509) | Test: [35][152/198] Time 0.711 Data 0.001 top1 14.844 ( 12.726) top5 2.344 ( 2.508) | Test: [35][153/198] Time 0.717 Data 0.001 top1 7.031 ( 12.689) top5 0.781 ( 2.497) | Test: [35][154/198] Time 0.713 Data 0.001 top1 9.375 ( 12.667) top5 4.688 ( 2.511) | Test: [35][155/198] Time 0.713 Data 0.001 top1 12.500 ( 12.666) top5 2.344 ( 2.510) | Test: [35][156/198] Time 0.716 Data 0.001 top1 14.844 ( 12.680) top5 4.688 ( 2.524) | Test: [35][157/198] Time 0.716 Data 0.001 top1 14.844 ( 12.694) top5 1.562 ( 2.518) | Test: [35][158/198] Time 0.715 Data 0.001 top1 11.719 ( 12.688) top5 1.562 ( 2.512) | Test: [35][159/198] Time 0.719 Data 0.001 top1 15.625 ( 12.706) top5 3.125 ( 2.516) | Test: [35][160/198] Time 0.713 Data 0.001 top1 13.281 ( 12.710) top5 1.562 ( 2.510) | Test: [35][161/198] Time 0.717 Data 0.001 top1 10.156 ( 12.694) top5 0.781 ( 2.499) | Test: [35][162/198] Time 0.712 Data 0.001 top1 14.844 ( 12.707) top5 3.906 ( 2.508) | Test: [35][163/198] Time 0.721 Data 0.001 top1 11.719 ( 12.701) top5 0.781 ( 2.497) | Test: [35][164/198] Time 0.714 Data 0.001 top1 9.375 ( 12.681) top5 0.781 ( 2.487) | Test: [35][165/198] Time 0.717 Data 0.001 top1 13.281 ( 12.685) top5 0.781 ( 2.476) | Test: [35][166/198] Time 0.720 Data 0.001 top1 14.062 ( 12.693) top5 1.562 ( 2.471) | Test: [35][167/198] Time 0.714 Data 0.001 top1 18.750 ( 12.729) top5 3.125 ( 2.475) | Test: [35][168/198] Time 0.715 Data 0.001 top1 14.844 ( 12.742) top5 5.469 ( 2.493) | Test: [35][169/198] Time 0.711 Data 0.001 top1 10.938 ( 12.731) top5 1.562 ( 2.487) | Test: [35][170/198] Time 0.721 Data 0.001 top1 11.719 ( 12.725) top5 4.688 ( 2.500) | Test: [35][171/198] Time 0.719 Data 0.001 top1 14.062 ( 12.733) top5 3.125 ( 2.504) | Test: [35][172/198] Time 0.727 Data 0.001 top1 13.281 ( 12.736) top5 1.562 ( 2.498) | Test: [35][173/198] Time 0.723 Data 0.001 top1 16.406 ( 12.757) top5 1.562 ( 2.493) | Test: [35][174/198] Time 0.720 Data 0.001 top1 10.156 ( 12.742) top5 0.781 ( 2.483) | Test: [35][175/198] Time 0.721 Data 0.001 top1 9.375 ( 12.723) top5 1.562 ( 2.478) | Test: [35][176/198] Time 0.715 Data 0.001 top1 11.719 ( 12.718) top5 3.906 ( 2.486) | Test: [35][177/198] Time 0.710 Data 0.001 top1 17.188 ( 12.743) top5 3.125 ( 2.489) | Test: [35][178/198] Time 0.717 Data 0.001 top1 14.844 ( 12.755) top5 5.469 ( 2.506) | Test: [35][179/198] Time 0.712 Data 0.001 top1 12.500 ( 12.753) top5 2.344 ( 2.505) | Test: [35][180/198] Time 0.717 Data 0.001 top1 12.500 ( 12.752) top5 3.125 ( 2.509) | Test: [35][181/198] Time 0.718 Data 0.001 top1 14.844 ( 12.763) top5 2.344 ( 2.508) | Test: [35][182/198] Time 0.719 Data 0.001 top1 14.062 ( 12.770) top5 1.562 ( 2.503) | Test: [35][183/198] Time 0.717 Data 0.001 top1 10.938 ( 12.760) top5 1.562 ( 2.497) | Test: [35][184/198] Time 0.711 Data 0.001 top1 14.062 ( 12.767) top5 3.906 ( 2.505) | Test: [35][185/198] Time 0.718 Data 0.001 top1 12.500 ( 12.766) top5 3.125 ( 2.508) | Test: [35][186/198] Time 0.712 Data 0.001 top1 6.250 ( 12.731) top5 0.000 ( 2.495) | Test: [35][187/198] Time 0.711 Data 0.001 top1 13.281 ( 12.734) top5 3.125 ( 2.498) | Test: [35][188/198] Time 0.711 Data 0.000 top1 9.375 ( 12.716) top5 1.562 ( 2.493) | Test: [35][189/198] Time 0.712 Data 0.000 top1 11.719 ( 12.711) top5 3.125 ( 2.497) | Test: [35][190/198] Time 0.721 Data 0.000 top1 10.156 ( 12.697) top5 0.000 ( 2.484) | Test: [35][191/198] Time 0.720 Data 0.000 top1 9.375 ( 12.680) top5 2.344 ( 2.483) | Test: [35][192/198] Time 0.729 Data 0.000 top1 14.844 ( 12.691) top5 1.562 ( 2.478) | Test: [35][193/198] Time 0.726 Data 0.000 top1 15.625 ( 12.706) top5 3.125 ( 2.481) | Test: [35][194/198] Time 0.725 Data 0.001 top1 15.625 ( 12.721) top5 4.688 ( 2.493) | Test: [35][195/198] Time 0.730 Data 0.000 top1 11.719 ( 12.716) top5 1.562 ( 2.488) | Test: [35][196/198] Time 0.258 Data 0.000 top1 5.882 ( 12.681) top5 0.000 ( 2.475) | Test: [35][197/198] Time 0.719 Data 0.000 top1 11.719 ( 12.677) top5 2.344 ( 2.475) | Test: [35][198/198] Time 0.722 Data 0.000 top1 11.719 ( 12.672) top5 3.125 ( 2.478) * Finished epoch # 35 top1: 12.672 top5: 2.478 * Best model 12.671754307784 2.477904040404 Epoch 36 => Training epoch # 36 | Epoch: [36][1/553] Time 4.706 Data 2.241 Err 0.4014 top1 13.281 top5 3.125 | Epoch: [36][2/553] Time 2.435 Data 0.001 Err 0.3843 top1 10.156 top5 3.125 | Epoch: [36][3/553] Time 2.426 Data 0.001 Err 0.4248 top1 12.500 top5 5.469 | Epoch: [36][4/553] Time 2.423 Data 0.001 Err 0.2168 top1 3.906 top5 1.562 | Epoch: [36][5/553] Time 2.429 Data 0.001 Err 0.4481 top1 12.500 top5 3.906 | Epoch: [36][6/553] Time 2.432 Data 0.001 Err 0.4417 top1 10.156 top5 3.906 | Epoch: [36][7/553] Time 2.427 Data 0.001 Err 0.3707 top1 11.719 top5 2.344 | Epoch: [36][8/553] Time 2.421 Data 0.001 Err 0.3942 top1 11.719 top5 3.906 | Epoch: [36][9/553] Time 2.432 Data 0.001 Err 0.2834 top1 7.031 top5 3.125 | Epoch: [36][10/553] Time 2.431 Data 0.001 Err 0.2962 top1 7.812 top5 1.562 | Epoch: [36][11/553] Time 2.472 Data 0.001 Err 0.2905 top1 7.812 top5 1.562 | Epoch: [36][12/553] Time 2.430 Data 0.001 Err 0.3982 top1 11.719 top5 1.562 | Epoch: [36][13/553] Time 2.429 Data 0.001 Err 0.2142 top1 6.250 top5 0.781 | Epoch: [36][14/553] Time 2.428 Data 0.001 Err 0.2335 top1 7.031 top5 0.000 | Epoch: [36][15/553] Time 2.428 Data 0.001 Err 0.4060 top1 10.938 top5 4.688 | Epoch: [36][16/553] Time 2.433 Data 0.001 Err 0.3688 top1 9.375 top5 3.906 | Epoch: [36][17/553] Time 2.441 Data 0.001 Err 0.3955 top1 10.938 top5 2.344 | Epoch: [36][18/553] Time 2.463 Data 0.001 Err 0.4283 top1 10.156 top5 2.344 | Epoch: [36][19/553] Time 2.427 Data 0.001 Err 0.2584 top1 4.688 top5 2.344 | Epoch: [36][20/553] Time 2.431 Data 0.001 Err 0.3244 top1 7.812 top5 1.562 | Epoch: [36][21/553] Time 2.439 Data 0.001 Err 0.3171 top1 8.594 top5 2.344 | Epoch: [36][22/553] Time 2.430 Data 0.001 Err 0.4032 top1 10.938 top5 5.469 | Epoch: [36][23/553] Time 2.467 Data 0.001 Err 0.3092 top1 7.812 top5 3.125 | Epoch: [36][24/553] Time 2.429 Data 0.001 Err 0.4061 top1 11.719 top5 3.125 | Epoch: [36][25/553] Time 2.434 Data 0.001 Err 0.3466 top1 11.719 top5 1.562 | Epoch: [36][26/553] Time 2.437 Data 0.001 Err 0.3856 top1 8.594 top5 3.906 | Epoch: [36][27/553] Time 2.433 Data 0.001 Err 0.5047 top1 12.500 top5 2.344 | Epoch: [36][28/553] Time 2.441 Data 0.001 Err 0.2686 top1 7.031 top5 1.562 | Epoch: [36][29/553] Time 2.432 Data 0.001 Err 0.3812 top1 9.375 top5 2.344 | Epoch: [36][30/553] Time 2.467 Data 0.000 Err 0.5432 top1 15.625 top5 5.469 | Epoch: [36][31/553] Time 2.440 Data 0.001 Err 0.2237 top1 5.469 top5 1.562 | Epoch: [36][32/553] Time 2.431 Data 0.001 Err 0.3100 top1 10.938 top5 0.781 | Epoch: [36][33/553] Time 2.435 Data 0.001 Err 0.4245 top1 11.719 top5 3.125 | Epoch: [36][34/553] Time 2.437 Data 0.001 Err 0.3386 top1 9.375 top5 3.125 | Epoch: [36][35/553] Time 2.436 Data 0.001 Err 0.3597 top1 7.812 top5 3.125 | Epoch: [36][36/553] Time 2.432 Data 0.001 Err 0.5218 top1 14.844 top5 4.688 | Epoch: [36][37/553] Time 2.444 Data 0.001 Err 0.2997 top1 8.594 top5 2.344 | Epoch: [36][38/553] Time 2.444 Data 0.001 Err 0.3655 top1 9.375 top5 4.688 | Epoch: [36][39/553] Time 2.437 Data 0.001 Err 0.4322 top1 14.844 top5 3.906 | Epoch: [36][40/553] Time 2.475 Data 0.001 Err 0.3689 top1 11.719 top5 1.562 | Epoch: [36][41/553] Time 2.437 Data 0.001 Err 0.4302 top1 11.719 top5 3.125 | Epoch: [36][42/553] Time 2.433 Data 0.001 Err 0.3227 top1 9.375 top5 3.125 | Epoch: [36][43/553] Time 2.432 Data 0.001 Err 0.4257 top1 13.281 top5 3.125 | Epoch: [36][44/553] Time 2.435 Data 0.001 Err 0.2171 top1 5.469 top5 2.344 | Epoch: [36][45/553] Time 2.473 Data 0.001 Err 0.2652 top1 5.469 top5 1.562 | Epoch: [36][46/553] Time 2.469 Data 0.004 Err 0.1604 top1 2.344 top5 0.781 | Epoch: [36][47/553] Time 2.433 Data 0.001 Err 0.3674 top1 12.500 top5 3.125 | Epoch: [36][48/553] Time 2.435 Data 0.001 Err 0.2990 top1 8.594 top5 3.906 | Epoch: [36][49/553] Time 2.438 Data 0.001 Err 0.2541 top1 6.250 top5 2.344 | Epoch: [36][50/553] Time 2.469 Data 0.001 Err 0.3451 top1 11.719 top5 1.562 | Epoch: [36][51/553] Time 2.434 Data 0.001 Err 0.5141 top1 13.281 top5 3.906 | Epoch: [36][52/553] Time 2.438 Data 0.001 Err 0.2086 top1 3.906 top5 0.781 | Epoch: [36][53/553] Time 2.440 Data 0.001 Err 0.3990 top1 12.500 top5 3.906 | Epoch: [36][54/553] Time 2.442 Data 0.001 Err 0.4663 top1 14.844 top5 3.906 | Epoch: [36][55/553] Time 2.435 Data 0.001 Err 0.5490 top1 16.406 top5 4.688 | Epoch: [36][56/553] Time 2.446 Data 0.001 Err 0.4646 top1 10.938 top5 2.344 | Epoch: [36][57/553] Time 2.444 Data 0.001 Err 0.2508 top1 7.031 top5 0.781 | Epoch: [36][58/553] Time 2.452 Data 0.001 Err 0.4698 top1 9.375 top5 4.688 | Epoch: [36][59/553] Time 2.454 Data 0.001 Err 0.3484 top1 7.812 top5 3.906 | Epoch: [36][60/553] Time 2.520 Data 0.001 Err 0.3927 top1 9.375 top5 3.906 | Epoch: [36][61/553] Time 2.481 Data 0.001 Err 0.3534 top1 7.031 top5 3.906 | Epoch: [36][62/553] Time 2.486 Data 0.000 Err 0.4063 top1 11.719 top5 4.688 | Epoch: [36][63/553] Time 2.444 Data 0.001 Err 0.3993 top1 10.156 top5 2.344 | Epoch: [36][64/553] Time 2.464 Data 0.001 Err 0.4807 top1 10.938 top5 3.906 | Epoch: [36][65/553] Time 2.468 Data 0.001 Err 0.3082 top1 7.812 top5 3.125 | Epoch: [36][66/553] Time 2.464 Data 0.001 Err 0.3912 top1 10.938 top5 2.344 | Epoch: [36][67/553] Time 2.487 Data 0.001 Err 0.4716 top1 12.500 top5 4.688 | Epoch: [36][68/553] Time 2.494 Data 0.001 Err 0.5171 top1 13.281 top5 3.906 | Epoch: [36][69/553] Time 2.504 Data 0.001 Err 0.5189 top1 14.844 top5 4.688 | Epoch: [36][70/553] Time 2.437 Data 0.001 Err 0.4540 top1 12.500 top5 3.125 | Epoch: [36][71/553] Time 2.436 Data 0.001 Err 0.5230 top1 15.625 top5 0.781 | Epoch: [36][72/553] Time 2.444 Data 0.001 Err 0.3650 top1 10.938 top5 1.562 | Epoch: [36][73/553] Time 2.448 Data 0.001 Err 0.4598 top1 8.594 top5 3.906 | Epoch: [36][74/553] Time 2.436 Data 0.001 Err 0.2887 top1 8.594 top5 2.344 | Epoch: [36][75/553] Time 2.442 Data 0.001 Err 0.4010 top1 10.938 top5 4.688 | Epoch: [36][76/553] Time 2.452 Data 0.001 Err 0.2304 top1 6.250 top5 0.781 | Epoch: [36][77/553] Time 2.479 Data 0.001 Err 0.4232 top1 10.156 top5 3.906 | Epoch: [36][78/553] Time 2.446 Data 0.001 Err 0.3184 top1 10.938 top5 3.125 | Epoch: [36][79/553] Time 2.448 Data 0.001 Err 0.2140 top1 5.469 top5 0.781 | Epoch: [36][80/553] Time 2.452 Data 0.001 Err 0.2952 top1 6.250 top5 5.469 | Epoch: [36][81/553] Time 2.471 Data 0.001 Err 0.3648 top1 10.156 top5 1.562 | Epoch: [36][82/553] Time 2.440 Data 0.001 Err 0.3581 top1 10.938 top5 2.344 | Epoch: [36][83/553] Time 2.436 Data 0.001 Err 0.2284 top1 4.688 top5 0.781 | Epoch: [36][84/553] Time 2.483 Data 0.001 Err 0.2139 top1 4.688 top5 1.562 | Epoch: [36][85/553] Time 2.473 Data 0.001 Err 0.3882 top1 11.719 top5 2.344 | Epoch: [36][86/553] Time 2.442 Data 0.003 Err 0.3213 top1 7.031 top5 1.562 | Epoch: [36][87/553] Time 2.434 Data 0.001 Err 0.6011 top1 18.750 top5 5.469 | Epoch: [36][88/553] Time 2.463 Data 0.001 Err 0.3311 top1 10.156 top5 2.344 | Epoch: [36][89/553] Time 2.470 Data 0.000 Err 0.2741 top1 7.812 top5 3.125 | Epoch: [36][90/553] Time 2.456 Data 0.001 Err 0.4364 top1 13.281 top5 3.125 | Epoch: [36][91/553] Time 2.455 Data 0.000 Err 0.4441 top1 7.812 top5 3.906 | Epoch: [36][92/553] Time 2.435 Data 0.001 Err 0.3126 top1 6.250 top5 2.344 | Epoch: [36][93/553] Time 2.440 Data 0.001 Err 0.4601 top1 13.281 top5 3.906 | Epoch: [36][94/553] Time 2.443 Data 0.001 Err 0.3630 top1 8.594 top5 3.906 | Epoch: [36][95/553] Time 2.438 Data 0.001 Err 0.3426 top1 8.594 top5 1.562 | Epoch: [36][96/553] Time 2.450 Data 0.001 Err 0.3481 top1 6.250 top5 2.344 | Epoch: [36][97/553] Time 2.446 Data 0.001 Err 0.2336 top1 5.469 top5 2.344 | Epoch: [36][98/553] Time 2.446 Data 0.001 Err 0.4511 top1 10.156 top5 3.125 | Epoch: [36][99/553] Time 2.433 Data 0.001 Err 0.4570 top1 10.938 top5 3.125 | Epoch: [36][100/553] Time 2.435 Data 0.000 Err 0.3414 top1 9.375 top5 3.125 | Epoch: [36][101/553] Time 2.481 Data 0.001 Err 0.3433 top1 9.375 top5 0.781 | Epoch: [36][102/553] Time 2.438 Data 0.001 Err 0.2901 top1 6.250 top5 3.125 | Epoch: [36][103/553] Time 2.457 Data 0.001 Err 0.1721 top1 4.688 top5 0.781 | Epoch: [36][104/553] Time 2.435 Data 0.001 Err 0.2448 top1 9.375 top5 0.000 | Epoch: [36][105/553] Time 2.446 Data 0.003 Err 0.4523 top1 14.062 top5 3.125 | Epoch: [36][106/553] Time 2.469 Data 0.001 Err 0.4488 top1 14.062 top5 4.688 | Epoch: [36][107/553] Time 2.436 Data 0.001 Err 0.3213 top1 8.594 top5 1.562 | Epoch: [36][108/553] Time 2.434 Data 0.000 Err 0.3395 top1 10.156 top5 3.125 | Epoch: [36][109/553] Time 2.466 Data 0.001 Err 0.4564 top1 11.719 top5 3.906 | Epoch: [36][110/553] Time 2.448 Data 0.001 Err 0.4507 top1 11.719 top5 1.562 | Epoch: [36][111/553] Time 2.442 Data 0.001 Err 0.1901 top1 5.469 top5 0.000 | Epoch: [36][112/553] Time 2.445 Data 0.001 Err 0.4556 top1 13.281 top5 3.125 | Epoch: [36][113/553] Time 2.438 Data 0.001 Err 0.3755 top1 8.594 top5 3.906 | Epoch: [36][114/553] Time 2.438 Data 0.001 Err 0.3379 top1 7.031 top5 3.125 | Epoch: [36][115/553] Time 2.442 Data 0.001 Err 0.3390 top1 9.375 top5 1.562 | Epoch: [36][116/553] Time 2.437 Data 0.001 Err 0.3081 top1 9.375 top5 2.344 | Epoch: [36][117/553] Time 2.528 Data 0.000 Err 0.5252 top1 15.625 top5 3.906 | Epoch: [36][118/553] Time 2.456 Data 0.001 Err 0.3470 top1 5.469 top5 3.125 | Epoch: [36][119/553] Time 2.435 Data 0.000 Err 0.3174 top1 8.594 top5 2.344 | Epoch: [36][120/553] Time 2.435 Data 0.001 Err 0.2649 top1 7.031 top5 0.000 | Epoch: [36][121/553] Time 2.470 Data 0.001 Err 0.4014 top1 10.938 top5 2.344 | Epoch: [36][122/553] Time 2.459 Data 0.001 Err 0.3527 top1 10.156 top5 3.906 | Epoch: [36][123/553] Time 2.436 Data 0.001 Err 0.4306 top1 10.156 top5 4.688 | Epoch: [36][124/553] Time 2.447 Data 0.003 Err 0.4334 top1 11.719 top5 6.250 | Epoch: [36][125/553] Time 2.453 Data 0.001 Err 0.4509 top1 10.938 top5 3.906 | Epoch: [36][126/553] Time 2.437 Data 0.001 Err 0.3770 top1 9.375 top5 3.125 | Epoch: [36][127/553] Time 2.438 Data 0.001 Err 0.3843 top1 8.594 top5 2.344 | Epoch: [36][128/553] Time 2.444 Data 0.001 Err 0.3357 top1 10.938 top5 4.688 | Epoch: [36][129/553] Time 2.432 Data 0.001 Err 0.3682 top1 9.375 top5 3.125 | Epoch: [36][130/553] Time 2.442 Data 0.001 Err 0.3236 top1 7.812 top5 3.125 | Epoch: [36][131/553] Time 2.436 Data 0.001 Err 0.2459 top1 5.469 top5 0.781 | Epoch: [36][132/553] Time 2.441 Data 0.001 Err 0.2501 top1 7.812 top5 1.562 | Epoch: [36][133/553] Time 2.441 Data 0.001 Err 0.2654 top1 7.812 top5 0.781 | Epoch: [36][134/553] Time 2.457 Data 0.001 Err 0.5964 top1 19.531 top5 4.688 | Epoch: [36][135/553] Time 2.437 Data 0.001 Err 0.2741 top1 10.938 top5 0.781 | Epoch: [36][136/553] Time 2.435 Data 0.001 Err 0.4423 top1 12.500 top5 5.469 | Epoch: [36][137/553] Time 2.458 Data 0.001 Err 0.3240 top1 10.156 top5 2.344 | Epoch: [36][138/553] Time 2.464 Data 0.001 Err 0.3303 top1 9.375 top5 1.562 | Epoch: [36][139/553] Time 2.447 Data 0.001 Err 0.4005 top1 14.062 top5 0.781 | Epoch: [36][140/553] Time 2.460 Data 0.001 Err 0.3848 top1 9.375 top5 1.562 | Epoch: [36][141/553] Time 2.444 Data 0.001 Err 0.2919 top1 8.594 top5 3.125 | Epoch: [36][142/553] Time 2.436 Data 0.001 Err 0.4289 top1 10.156 top5 3.125 | Epoch: [36][143/553] Time 2.444 Data 0.001 Err 0.3597 top1 11.719 top5 1.562 | Epoch: [36][144/553] Time 2.462 Data 0.001 Err 0.3618 top1 9.375 top5 2.344 | Epoch: [36][145/553] Time 2.456 Data 0.001 Err 0.2743 top1 8.594 top5 1.562 | Epoch: [36][146/553] Time 2.491 Data 0.000 Err 0.4692 top1 12.500 top5 2.344 | Epoch: [36][147/553] Time 2.438 Data 0.001 Err 0.3331 top1 10.156 top5 1.562 | Epoch: [36][148/553] Time 2.444 Data 0.001 Err 0.4629 top1 10.156 top5 3.125 | Epoch: [36][149/553] Time 2.443 Data 0.001 Err 0.4341 top1 14.062 top5 3.125 | Epoch: [36][150/553] Time 2.434 Data 0.001 Err 0.3929 top1 11.719 top5 4.688 | Epoch: [36][151/553] Time 2.441 Data 0.001 Err 0.3588 top1 9.375 top5 3.125 | Epoch: [36][152/553] Time 2.457 Data 0.001 Err 0.3179 top1 9.375 top5 2.344 | Epoch: [36][153/553] Time 2.446 Data 0.001 Err 0.3066 top1 8.594 top5 1.562 | Epoch: [36][154/553] Time 2.438 Data 0.001 Err 0.4419 top1 12.500 top5 4.688 | Epoch: [36][155/553] Time 2.434 Data 0.001 Err 0.3609 top1 10.156 top5 2.344 | Epoch: [36][156/553] Time 2.433 Data 0.001 Err 0.4310 top1 10.156 top5 5.469 | Epoch: [36][157/553] Time 2.440 Data 0.000 Err 0.6479 top1 14.844 top5 7.812 | Epoch: [36][158/553] Time 2.440 Data 0.001 Err 0.4025 top1 10.156 top5 3.125 | Epoch: [36][159/553] Time 2.433 Data 0.001 Err 0.2759 top1 7.031 top5 2.344 | Epoch: [36][160/553] Time 2.447 Data 0.001 Err 0.2926 top1 7.031 top5 1.562 | Epoch: [36][161/553] Time 2.452 Data 0.001 Err 0.4352 top1 11.719 top5 3.125 | Epoch: [36][162/553] Time 2.448 Data 0.004 Err 0.3122 top1 6.250 top5 1.562 | Epoch: [36][163/553] Time 2.441 Data 0.001 Err 0.3051 top1 10.156 top5 0.781 | Epoch: [36][164/553] Time 2.442 Data 0.001 Err 0.4125 top1 12.500 top5 3.125 | Epoch: [36][165/553] Time 2.439 Data 0.000 Err 0.3370 top1 8.594 top5 2.344 | Epoch: [36][166/553] Time 2.480 Data 0.001 Err 0.2925 top1 10.156 top5 0.781 | Epoch: [36][167/553] Time 2.454 Data 0.001 Err 0.4349 top1 13.281 top5 1.562 | Epoch: [36][168/553] Time 2.434 Data 0.001 Err 0.4118 top1 10.938 top5 3.125 | Epoch: [36][169/553] Time 2.431 Data 0.001 Err 0.1996 top1 5.469 top5 0.781 | Epoch: [36][170/553] Time 2.443 Data 0.001 Err 0.4758 top1 14.062 top5 2.344 | Epoch: [36][171/553] Time 2.430 Data 0.001 Err 0.3468 top1 7.812 top5 3.125 | Epoch: [36][172/553] Time 2.440 Data 0.001 Err 0.4000 top1 12.500 top5 2.344 | Epoch: [36][173/553] Time 2.437 Data 0.001 Err 0.3222 top1 11.719 top5 0.781 | Epoch: [36][174/553] Time 2.456 Data 0.001 Err 0.1891 top1 4.688 top5 0.000 | Epoch: [36][175/553] Time 2.434 Data 0.001 Err 0.3605 top1 10.938 top5 2.344 | Epoch: [36][176/553] Time 2.441 Data 0.000 Err 0.2394 top1 4.688 top5 0.781 | Epoch: [36][177/553] Time 2.434 Data 0.001 Err 0.3923 top1 12.500 top5 3.906 | Epoch: [36][178/553] Time 2.481 Data 0.001 Err 0.5236 top1 12.500 top5 3.125 | Epoch: [36][179/553] Time 2.489 Data 0.001 Err 0.4236 top1 11.719 top5 3.906 | Epoch: [36][180/553] Time 2.458 Data 0.001 Err 0.4781 top1 12.500 top5 5.469 | Epoch: [36][181/553] Time 2.449 Data 0.002 Err 0.2705 top1 8.594 top5 2.344 | Epoch: [36][182/553] Time 2.436 Data 0.000 Err 0.3362 top1 11.719 top5 1.562 | Epoch: [36][183/553] Time 2.438 Data 0.001 Err 0.3347 top1 7.812 top5 2.344 | Epoch: [36][184/553] Time 2.439 Data 0.000 Err 0.3709 top1 9.375 top5 2.344 | Epoch: [36][185/553] Time 2.435 Data 0.001 Err 0.4468 top1 11.719 top5 3.125 | Epoch: [36][186/553] Time 2.435 Data 0.001 Err 0.4980 top1 13.281 top5 6.250 | Epoch: [36][187/553] Time 2.445 Data 0.001 Err 0.3563 top1 10.938 top5 3.125 | Epoch: [36][188/553] Time 2.477 Data 0.001 Err 0.3239 top1 7.031 top5 2.344 | Epoch: [36][189/553] Time 2.443 Data 0.001 Err 0.2859 top1 9.375 top5 2.344 | Epoch: [36][190/553] Time 2.441 Data 0.001 Err 0.2491 top1 5.469 top5 1.562 | Epoch: [36][191/553] Time 2.441 Data 0.001 Err 0.3732 top1 10.938 top5 0.781 | Epoch: [36][192/553] Time 2.434 Data 0.001 Err 0.4332 top1 13.281 top5 2.344 | Epoch: [36][193/553] Time 2.433 Data 0.001 Err 0.3067 top1 8.594 top5 1.562 | Epoch: [36][194/553] Time 2.438 Data 0.001 Err 0.2928 top1 7.031 top5 0.781 | Epoch: [36][195/553] Time 2.441 Data 0.000 Err 0.3072 top1 8.594 top5 3.125 | Epoch: [36][196/553] Time 2.441 Data 0.001 Err 0.3123 top1 7.812 top5 1.562 | Epoch: [36][197/553] Time 2.474 Data 0.001 Err 0.5282 top1 10.938 top5 5.469 | Epoch: [36][198/553] Time 2.479 Data 0.001 Err 0.4932 top1 12.500 top5 3.906 | Epoch: [36][199/553] Time 2.448 Data 0.001 Err 0.2820 top1 7.812 top5 1.562 | Epoch: [36][200/553] Time 2.437 Data 0.001 Err 0.4083 top1 10.938 top5 3.906 | Epoch: [36][201/553] Time 2.502 Data 0.001 Err 0.2569 top1 6.250 top5 1.562 | Epoch: [36][202/553] Time 2.439 Data 0.001 Err 0.3734 top1 11.719 top5 3.906 | Epoch: [36][203/553] Time 2.441 Data 0.000 Err 0.3446 top1 9.375 top5 2.344 | Epoch: [36][204/553] Time 2.443 Data 0.001 Err 0.4286 top1 13.281 top5 3.906 | Epoch: [36][205/553] Time 2.462 Data 0.000 Err 0.4007 top1 10.938 top5 1.562 | Epoch: [36][206/553] Time 2.440 Data 0.001 Err 0.3023 top1 7.031 top5 1.562 | Epoch: [36][207/553] Time 2.437 Data 0.001 Err 0.4531 top1 12.500 top5 3.125 | Epoch: [36][208/553] Time 2.442 Data 0.001 Err 0.2017 top1 4.688 top5 0.781 | Epoch: [36][209/553] Time 2.442 Data 0.001 Err 0.4534 top1 13.281 top5 3.906 | Epoch: [36][210/553] Time 2.441 Data 0.001 Err 0.4312 top1 14.844 top5 3.906 | Epoch: [36][211/553] Time 2.442 Data 0.001 Err 0.5088 top1 12.500 top5 3.125 | Epoch: [36][212/553] Time 2.473 Data 0.000 Err 0.4316 top1 11.719 top5 4.688 | Epoch: [36][213/553] Time 2.442 Data 0.001 Err 0.3178 top1 7.031 top5 1.562 | Epoch: [36][214/553] Time 2.440 Data 0.000 Err 0.3107 top1 8.594 top5 2.344 | Epoch: [36][215/553] Time 2.439 Data 0.001 Err 0.6060 top1 16.406 top5 5.469 | Epoch: [36][216/553] Time 2.454 Data 0.001 Err 0.2429 top1 7.812 top5 2.344 | Epoch: [36][217/553] Time 2.512 Data 0.001 Err 0.4311 top1 10.156 top5 3.906 | Epoch: [36][218/553] Time 2.438 Data 0.001 Err 0.1881 top1 3.906 top5 0.000 | Epoch: [36][219/553] Time 2.446 Data 0.001 Err 0.4228 top1 11.719 top5 3.125 | Epoch: [36][220/553] Time 2.484 Data 0.001 Err 0.3515 top1 6.250 top5 4.688 | Epoch: [36][221/553] Time 2.440 Data 0.001 Err 0.4903 top1 14.844 top5 2.344 | Epoch: [36][222/553] Time 2.436 Data 0.000 Err 0.3661 top1 9.375 top5 1.562 | Epoch: [36][223/553] Time 2.434 Data 0.001 Err 0.3025 top1 9.375 top5 2.344 | Epoch: [36][224/553] Time 2.440 Data 0.001 Err 0.4809 top1 13.281 top5 2.344 | Epoch: [36][225/553] Time 2.437 Data 0.001 Err 0.4281 top1 11.719 top5 3.125 | Epoch: [36][226/553] Time 2.439 Data 0.001 Err 0.4679 top1 10.938 top5 2.344 | Epoch: [36][227/553] Time 2.447 Data 0.001 Err 0.2822 top1 8.594 top5 0.781 | Epoch: [36][228/553] Time 2.462 Data 0.001 Err 0.2122 top1 5.469 top5 1.562 | Epoch: [36][229/553] Time 2.447 Data 0.001 Err 0.3822 top1 9.375 top5 3.125 | Epoch: [36][230/553] Time 2.443 Data 0.001 Err 0.2977 top1 7.812 top5 0.781 | Epoch: [36][231/553] Time 2.439 Data 0.001 Err 0.4709 top1 16.406 top5 4.688 | Epoch: [36][232/553] Time 2.436 Data 0.001 Err 0.3297 top1 9.375 top5 2.344 | Epoch: [36][233/553] Time 2.471 Data 0.001 Err 0.4650 top1 14.844 top5 4.688 | Epoch: [36][234/553] Time 2.436 Data 0.001 Err 0.4770 top1 14.844 top5 3.125 | Epoch: [36][235/553] Time 2.435 Data 0.001 Err 0.3698 top1 7.031 top5 1.562 | Epoch: [36][236/553] Time 2.440 Data 0.001 Err 0.4701 top1 11.719 top5 4.688 | Epoch: [36][237/553] Time 2.448 Data 0.001 Err 0.3625 top1 10.938 top5 3.906 | Epoch: [36][238/553] Time 2.445 Data 0.001 Err 0.4554 top1 11.719 top5 3.125 | Epoch: [36][239/553] Time 2.433 Data 0.001 Err 0.4415 top1 8.594 top5 4.688 | Epoch: [36][240/553] Time 2.438 Data 0.001 Err 0.5240 top1 12.500 top5 7.812 | Epoch: [36][241/553] Time 2.462 Data 0.000 Err 0.2411 top1 7.031 top5 0.781 | Epoch: [36][242/553] Time 2.450 Data 0.001 Err 0.2461 top1 6.250 top5 0.781 | Epoch: [36][243/553] Time 2.441 Data 0.001 Err 0.4326 top1 10.156 top5 3.125 | Epoch: [36][244/553] Time 2.459 Data 0.001 Err 0.3756 top1 10.156 top5 3.906 | Epoch: [36][245/553] Time 2.440 Data 0.001 Err 0.4321 top1 14.062 top5 3.125 | Epoch: [36][246/553] Time 2.441 Data 0.001 Err 0.3748 top1 8.594 top5 3.125 | Epoch: [36][247/553] Time 2.442 Data 0.001 Err 0.4164 top1 9.375 top5 3.906 | Epoch: [36][248/553] Time 2.458 Data 0.001 Err 0.3471 top1 7.812 top5 3.125 | Epoch: [36][249/553] Time 2.466 Data 0.001 Err 0.3181 top1 7.812 top5 2.344 | Epoch: [36][250/553] Time 2.433 Data 0.000 Err 0.3789 top1 8.594 top5 3.125 | Epoch: [36][251/553] Time 2.439 Data 0.001 Err 0.3079 top1 8.594 top5 2.344 | Epoch: [36][252/553] Time 2.438 Data 0.000 Err 0.3351 top1 9.375 top5 1.562 | Epoch: [36][253/553] Time 2.434 Data 0.001 Err 0.4056 top1 10.938 top5 4.688 | Epoch: [36][254/553] Time 2.436 Data 0.001 Err 0.3868 top1 12.500 top5 0.781 | Epoch: [36][255/553] Time 2.438 Data 0.001 Err 0.3212 top1 10.156 top5 2.344 | Epoch: [36][256/553] Time 2.455 Data 0.001 Err 0.3247 top1 9.375 top5 2.344 | Epoch: [36][257/553] Time 2.437 Data 0.001 Err 0.2545 top1 5.469 top5 0.781 | Epoch: [36][258/553] Time 2.461 Data 0.001 Err 0.3064 top1 7.812 top5 1.562 | Epoch: [36][259/553] Time 2.451 Data 0.001 Err 0.4731 top1 13.281 top5 4.688 | Epoch: [36][260/553] Time 2.456 Data 0.001 Err 0.2405 top1 8.594 top5 1.562 | Epoch: [36][261/553] Time 2.453 Data 0.001 Err 0.2937 top1 7.812 top5 3.125 | Epoch: [36][262/553] Time 2.454 Data 0.000 Err 0.2621 top1 6.250 top5 1.562 | Epoch: [36][263/553] Time 2.435 Data 0.001 Err 0.4423 top1 14.062 top5 3.125 | Epoch: [36][264/553] Time 2.499 Data 0.001 Err 0.4114 top1 9.375 top5 5.469 | Epoch: [36][265/553] Time 2.441 Data 0.001 Err 0.2824 top1 7.031 top5 2.344 | Epoch: [36][266/553] Time 2.442 Data 0.001 Err 0.3745 top1 10.156 top5 3.906 | Epoch: [36][267/553] Time 2.440 Data 0.001 Err 0.2205 top1 4.688 top5 1.562 | Epoch: [36][268/553] Time 2.445 Data 0.001 Err 0.2099 top1 5.469 top5 1.562 | Epoch: [36][269/553] Time 2.454 Data 0.001 Err 0.2326 top1 5.469 top5 1.562 | Epoch: [36][270/553] Time 2.448 Data 0.001 Err 0.3692 top1 8.594 top5 2.344 | Epoch: [36][271/553] Time 2.442 Data 0.000 Err 0.3681 top1 8.594 top5 3.125 | Epoch: [36][272/553] Time 2.441 Data 0.001 Err 0.4063 top1 10.156 top5 3.125 | Epoch: [36][273/553] Time 2.434 Data 0.001 Err 0.2540 top1 9.375 top5 0.781 | Epoch: [36][274/553] Time 2.463 Data 0.001 Err 0.4744 top1 10.938 top5 4.688 | Epoch: [36][275/553] Time 2.443 Data 0.001 Err 0.2897 top1 9.375 top5 0.781 | Epoch: [36][276/553] Time 2.446 Data 0.001 Err 0.2799 top1 7.812 top5 0.781 | Epoch: [36][277/553] Time 2.442 Data 0.001 Err 0.4503 top1 14.844 top5 2.344 | Epoch: [36][278/553] Time 2.435 Data 0.001 Err 0.3663 top1 11.719 top5 1.562 | Epoch: [36][279/553] Time 2.474 Data 0.001 Err 0.3048 top1 7.031 top5 3.125 | Epoch: [36][280/553] Time 2.482 Data 0.001 Err 0.2749 top1 8.594 top5 0.781 | Epoch: [36][281/553] Time 2.434 Data 0.001 Err 0.5455 top1 14.062 top5 4.688 | Epoch: [36][282/553] Time 2.435 Data 0.001 Err 0.2646 top1 7.812 top5 0.781 | Epoch: [36][283/553] Time 2.450 Data 0.001 Err 0.3216 top1 8.594 top5 3.125 | Epoch: [36][284/553] Time 2.433 Data 0.001 Err 0.3149 top1 9.375 top5 1.562 | Epoch: [36][285/553] Time 2.444 Data 0.001 Err 0.5425 top1 13.281 top5 5.469 | Epoch: [36][286/553] Time 2.476 Data 0.001 Err 0.4833 top1 11.719 top5 1.562 | Epoch: [36][287/553] Time 2.437 Data 0.001 Err 0.4705 top1 13.281 top5 3.125 | Epoch: [36][288/553] Time 2.449 Data 0.000 Err 0.5293 top1 12.500 top5 5.469 | Epoch: [36][289/553] Time 2.435 Data 0.001 Err 0.3659 top1 11.719 top5 1.562 | Epoch: [36][290/553] Time 2.436 Data 0.000 Err 0.4377 top1 9.375 top5 3.906 | Epoch: [36][291/553] Time 2.460 Data 0.001 Err 0.4822 top1 11.719 top5 4.688 | Epoch: [36][292/553] Time 2.437 Data 0.001 Err 0.4716 top1 11.719 top5 3.906 | Epoch: [36][293/553] Time 2.491 Data 0.001 Err 0.2411 top1 6.250 top5 1.562 | Epoch: [36][294/553] Time 2.450 Data 0.001 Err 0.3569 top1 10.156 top5 2.344 | Epoch: [36][295/553] Time 2.433 Data 0.001 Err 0.4168 top1 11.719 top5 3.906 | Epoch: [36][296/553] Time 2.453 Data 0.001 Err 0.4639 top1 11.719 top5 3.906 | Epoch: [36][297/553] Time 2.502 Data 0.001 Err 0.4214 top1 13.281 top5 3.906 | Epoch: [36][298/553] Time 2.438 Data 0.001 Err 0.4529 top1 14.062 top5 2.344 | Epoch: [36][299/553] Time 2.436 Data 0.001 Err 0.2395 top1 5.469 top5 0.000 | Epoch: [36][300/553] Time 2.451 Data 0.000 Err 0.4791 top1 10.156 top5 5.469 | Epoch: [36][301/553] Time 2.441 Data 0.001 Err 0.3767 top1 14.844 top5 0.781 | Epoch: [36][302/553] Time 2.436 Data 0.001 Err 0.3854 top1 10.156 top5 3.125 | Epoch: [36][303/553] Time 2.435 Data 0.001 Err 0.2261 top1 8.594 top5 0.000 | Epoch: [36][304/553] Time 2.444 Data 0.001 Err 0.2922 top1 7.812 top5 0.781 | Epoch: [36][305/553] Time 2.473 Data 0.001 Err 0.3440 top1 8.594 top5 3.125 | Epoch: [36][306/553] Time 2.437 Data 0.001 Err 0.3707 top1 10.156 top5 2.344 | Epoch: [36][307/553] Time 2.447 Data 0.001 Err 0.3855 top1 11.719 top5 3.125 | Epoch: [36][308/553] Time 2.434 Data 0.001 Err 0.4757 top1 12.500 top5 4.688 | Epoch: [36][309/553] Time 2.438 Data 0.000 Err 0.5031 top1 11.719 top5 4.688 | Epoch: [36][310/553] Time 2.441 Data 0.001 Err 0.3714 top1 10.156 top5 3.906 | Epoch: [36][311/553] Time 2.439 Data 0.001 Err 0.4097 top1 10.156 top5 2.344 | Epoch: [36][312/553] Time 2.454 Data 0.001 Err 0.4170 top1 8.594 top5 3.906 | Epoch: [36][313/553] Time 2.435 Data 0.001 Err 0.3761 top1 9.375 top5 1.562 | Epoch: [36][314/553] Time 2.435 Data 0.001 Err 0.3694 top1 7.812 top5 4.688 | Epoch: [36][315/553] Time 2.438 Data 0.001 Err 0.3758 top1 10.156 top5 2.344 | Epoch: [36][316/553] Time 2.439 Data 0.001 Err 0.3890 top1 10.156 top5 4.688 | Epoch: [36][317/553] Time 2.436 Data 0.001 Err 0.3019 top1 10.156 top5 2.344 | Epoch: [36][318/553] Time 2.460 Data 0.001 Err 0.3741 top1 10.938 top5 2.344 | Epoch: [36][319/553] Time 2.445 Data 0.001 Err 0.4210 top1 14.062 top5 3.906 | Epoch: [36][320/553] Time 2.439 Data 0.001 Err 0.2656 top1 7.812 top5 2.344 | Epoch: [36][321/553] Time 2.432 Data 0.001 Err 0.2452 top1 7.812 top5 0.781 | Epoch: [36][322/553] Time 2.442 Data 0.001 Err 0.3359 top1 9.375 top5 2.344 | Epoch: [36][323/553] Time 2.436 Data 0.001 Err 0.3372 top1 8.594 top5 2.344 | Epoch: [36][324/553] Time 2.450 Data 0.001 Err 0.4749 top1 13.281 top5 6.250 | Epoch: [36][325/553] Time 2.434 Data 0.001 Err 0.3956 top1 10.156 top5 3.125 | Epoch: [36][326/553] Time 2.478 Data 0.001 Err 0.3601 top1 11.719 top5 1.562 | Epoch: [36][327/553] Time 2.436 Data 0.001 Err 0.5019 top1 14.062 top5 3.125 | Epoch: [36][328/553] Time 2.496 Data 0.000 Err 0.2040 top1 5.469 top5 1.562 | Epoch: [36][329/553] Time 2.437 Data 0.001 Err 0.3404 top1 8.594 top5 3.125 | Epoch: [36][330/553] Time 2.481 Data 0.001 Err 0.3099 top1 7.812 top5 2.344 | Epoch: [36][331/553] Time 2.449 Data 0.001 Err 0.3367 top1 10.938 top5 2.344 | Epoch: [36][332/553] Time 2.447 Data 0.001 Err 0.3132 top1 10.156 top5 2.344 | Epoch: [36][333/553] Time 2.452 Data 0.001 Err 0.3120 top1 7.812 top5 3.125 | Epoch: [36][334/553] Time 2.438 Data 0.001 Err 0.1720 top1 7.031 top5 0.000 | Epoch: [36][335/553] Time 2.438 Data 0.001 Err 0.2728 top1 7.812 top5 2.344 | Epoch: [36][336/553] Time 2.444 Data 0.000 Err 0.5595 top1 13.281 top5 5.469 | Epoch: [36][337/553] Time 2.437 Data 0.001 Err 0.4523 top1 10.156 top5 3.125 | Epoch: [36][338/553] Time 2.435 Data 0.000 Err 0.2594 top1 7.031 top5 0.000 | Epoch: [36][339/553] Time 2.437 Data 0.001 Err 0.3786 top1 9.375 top5 3.125 | Epoch: [36][340/553] Time 2.439 Data 0.001 Err 0.2281 top1 7.031 top5 0.781 | Epoch: [36][341/553] Time 2.437 Data 0.001 Err 0.3162 top1 8.594 top5 0.781 | Epoch: [36][342/553] Time 2.433 Data 0.001 Err 0.3745 top1 11.719 top5 3.125 | Epoch: [36][343/553] Time 2.495 Data 0.001 Err 0.3823 top1 10.156 top5 3.125 | Epoch: [36][344/553] Time 2.472 Data 0.001 Err 0.1903 top1 3.906 top5 0.000 | Epoch: [36][345/553] Time 2.480 Data 0.001 Err 0.3186 top1 6.250 top5 3.125 | Epoch: [36][346/553] Time 2.436 Data 0.001 Err 0.3611 top1 8.594 top5 3.125 | Epoch: [36][347/553] Time 2.435 Data 0.001 Err 0.6175 top1 17.188 top5 5.469 | Epoch: [36][348/553] Time 2.457 Data 0.001 Err 0.4103 top1 9.375 top5 5.469 | Epoch: [36][349/553] Time 2.435 Data 0.001 Err 0.4329 top1 10.938 top5 2.344 | Epoch: [36][350/553] Time 2.510 Data 0.001 Err 0.1884 top1 3.906 top5 0.781 | Epoch: [36][351/553] Time 2.437 Data 0.001 Err 0.3025 top1 7.031 top5 2.344 | Epoch: [36][352/553] Time 2.448 Data 0.001 Err 0.3534 top1 10.156 top5 3.125 | Epoch: [36][353/553] Time 2.452 Data 0.001 Err 0.4194 top1 13.281 top5 2.344 | Epoch: [36][354/553] Time 2.437 Data 0.001 Err 0.4443 top1 11.719 top5 4.688 | Epoch: [36][355/553] Time 2.474 Data 0.001 Err 0.3504 top1 7.812 top5 1.562 | Epoch: [36][356/553] Time 2.440 Data 0.001 Err 0.3887 top1 11.719 top5 2.344 | Epoch: [36][357/553] Time 2.527 Data 0.000 Err 0.3070 top1 7.812 top5 1.562 | Epoch: [36][358/553] Time 2.457 Data 0.001 Err 0.2765 top1 10.938 top5 0.000 | Epoch: [36][359/553] Time 2.443 Data 0.001 Err 0.4809 top1 12.500 top5 3.906 | Epoch: [36][360/553] Time 2.442 Data 0.001 Err 0.2591 top1 5.469 top5 1.562 | Epoch: [36][361/553] Time 2.441 Data 0.001 Err 0.4221 top1 10.938 top5 3.125 | Epoch: [36][362/553] Time 2.476 Data 0.001 Err 0.2440 top1 6.250 top5 1.562 | Epoch: [36][363/553] Time 2.436 Data 0.001 Err 0.3624 top1 8.594 top5 3.125 | Epoch: [36][364/553] Time 2.442 Data 0.001 Err 0.3344 top1 8.594 top5 1.562 | Epoch: [36][365/553] Time 2.433 Data 0.001 Err 0.4000 top1 10.938 top5 1.562 | Epoch: [36][366/553] Time 2.437 Data 0.000 Err 0.3068 top1 10.938 top5 0.781 | Epoch: [36][367/553] Time 2.442 Data 0.001 Err 0.3580 top1 10.938 top5 2.344 | Epoch: [36][368/553] Time 2.435 Data 0.001 Err 0.3136 top1 7.031 top5 2.344 | Epoch: [36][369/553] Time 2.467 Data 0.001 Err 0.4551 top1 12.500 top5 3.906 | Epoch: [36][370/553] Time 2.436 Data 0.001 Err 0.4952 top1 13.281 top5 4.688 | Epoch: [36][371/553] Time 2.445 Data 0.001 Err 0.4151 top1 11.719 top5 3.906 | Epoch: [36][372/553] Time 2.436 Data 0.001 Err 0.3516 top1 8.594 top5 2.344 | Epoch: [36][373/553] Time 2.438 Data 0.001 Err 0.3835 top1 8.594 top5 3.906 | Epoch: [36][374/553] Time 2.438 Data 0.001 Err 0.3687 top1 9.375 top5 3.906 | Epoch: [36][375/553] Time 2.460 Data 0.001 Err 0.2472 top1 6.250 top5 1.562 | Epoch: [36][376/553] Time 2.444 Data 0.001 Err 0.2377 top1 6.250 top5 1.562 | Epoch: [36][377/553] Time 2.456 Data 0.001 Err 0.4688 top1 11.719 top5 2.344 | Epoch: [36][378/553] Time 2.454 Data 0.001 Err 0.4187 top1 10.938 top5 2.344 | Epoch: [36][379/553] Time 2.448 Data 0.001 Err 0.3911 top1 8.594 top5 3.125 | Epoch: [36][380/553] Time 2.436 Data 0.001 Err 0.3357 top1 9.375 top5 2.344 | Epoch: [36][381/553] Time 2.452 Data 0.001 Err 0.3339 top1 8.594 top5 1.562 | Epoch: [36][382/553] Time 2.438 Data 0.001 Err 0.3938 top1 12.500 top5 1.562 | Epoch: [36][383/553] Time 2.466 Data 0.001 Err 0.4818 top1 14.844 top5 3.906 | Epoch: [36][384/553] Time 2.461 Data 0.001 Err 0.4515 top1 12.500 top5 3.125 | Epoch: [36][385/553] Time 2.517 Data 0.000 Err 0.3830 top1 9.375 top5 3.906 | Epoch: [36][386/553] Time 2.440 Data 0.001 Err 0.3354 top1 8.594 top5 2.344 | Epoch: [36][387/553] Time 2.439 Data 0.001 Err 0.3651 top1 8.594 top5 4.688 | Epoch: [36][388/553] Time 2.451 Data 0.001 Err 0.3492 top1 8.594 top5 3.906 | Epoch: [36][389/553] Time 2.438 Data 0.001 Err 0.2992 top1 7.031 top5 0.781 | Epoch: [36][390/553] Time 2.444 Data 0.001 Err 0.4005 top1 9.375 top5 2.344 | Epoch: [36][391/553] Time 2.432 Data 0.001 Err 0.3885 top1 13.281 top5 3.125 | Epoch: [36][392/553] Time 2.433 Data 0.001 Err 0.3046 top1 7.031 top5 2.344 | Epoch: [36][393/553] Time 2.449 Data 0.001 Err 0.3578 top1 7.812 top5 2.344 | Epoch: [36][394/553] Time 2.435 Data 0.001 Err 0.4253 top1 10.156 top5 4.688 | Epoch: [36][395/553] Time 2.436 Data 0.001 Err 0.3866 top1 8.594 top5 5.469 | Epoch: [36][396/553] Time 2.444 Data 0.001 Err 0.2182 top1 3.906 top5 3.125 | Epoch: [36][397/553] Time 2.467 Data 0.001 Err 0.5474 top1 14.062 top5 3.125 | Epoch: [36][398/553] Time 2.464 Data 0.001 Err 0.3710 top1 10.156 top5 3.906 | Epoch: [36][399/553] Time 2.441 Data 0.001 Err 0.4003 top1 14.062 top5 1.562 | Epoch: [36][400/553] Time 2.437 Data 0.001 Err 0.4016 top1 9.375 top5 3.125 | Epoch: [36][401/553] Time 2.503 Data 0.001 Err 0.3027 top1 5.469 top5 3.125 | Epoch: [36][402/553] Time 2.454 Data 0.001 Err 0.3997 top1 10.156 top5 3.906 | Epoch: [36][403/553] Time 2.436 Data 0.001 Err 0.4016 top1 9.375 top5 3.906 | Epoch: [36][404/553] Time 2.439 Data 0.000 Err 0.4563 top1 12.500 top5 4.688 | Epoch: [36][405/553] Time 2.434 Data 0.001 Err 0.3489 top1 9.375 top5 1.562 | Epoch: [36][406/553] Time 2.442 Data 0.001 Err 0.2286 top1 6.250 top5 1.562 | Epoch: [36][407/553] Time 2.441 Data 0.001 Err 0.3999 top1 10.938 top5 3.125 | Epoch: [36][408/553] Time 2.445 Data 0.001 Err 0.4541 top1 10.156 top5 3.906 | Epoch: [36][409/553] Time 2.441 Data 0.001 Err 0.4513 top1 11.719 top5 3.125 | Epoch: [36][410/553] Time 2.440 Data 0.001 Err 0.3161 top1 9.375 top5 1.562 | Epoch: [36][411/553] Time 2.438 Data 0.001 Err 0.3304 top1 8.594 top5 1.562 | Epoch: [36][412/553] Time 2.435 Data 0.000 Err 0.4140 top1 9.375 top5 0.781 | Epoch: [36][413/553] Time 2.455 Data 0.001 Err 0.3544 top1 8.594 top5 1.562 | Epoch: [36][414/553] Time 2.448 Data 0.000 Err 0.4091 top1 10.938 top5 3.125 | Epoch: [36][415/553] Time 2.446 Data 0.001 Err 0.3795 top1 9.375 top5 3.125 | Epoch: [36][416/553] Time 2.435 Data 0.001 Err 0.4286 top1 13.281 top5 3.125 | Epoch: [36][417/553] Time 2.435 Data 0.001 Err 0.2486 top1 7.031 top5 2.344 | Epoch: [36][418/553] Time 2.438 Data 0.001 Err 0.4121 top1 11.719 top5 3.125 | Epoch: [36][419/553] Time 2.479 Data 0.001 Err 0.4321 top1 12.500 top5 3.906 | Epoch: [36][420/553] Time 2.441 Data 0.001 Err 0.2547 top1 5.469 top5 1.562 | Epoch: [36][421/553] Time 2.440 Data 0.001 Err 0.3432 top1 8.594 top5 3.906 | Epoch: [36][422/553] Time 2.427 Data 0.001 Err 0.3556 top1 10.156 top5 1.562 | Epoch: [36][423/553] Time 2.434 Data 0.001 Err 0.4097 top1 14.844 top5 0.781 | Epoch: [36][424/553] Time 2.432 Data 0.001 Err 0.2385 top1 7.812 top5 0.781 | Epoch: [36][425/553] Time 2.443 Data 0.001 Err 0.2811 top1 8.594 top5 0.781 | Epoch: [36][426/553] Time 2.438 Data 0.001 Err 0.4251 top1 14.844 top5 2.344 | Epoch: [36][427/553] Time 2.444 Data 0.001 Err 0.3867 top1 9.375 top5 2.344 | Epoch: [36][428/553] Time 2.490 Data 0.001 Err 0.3645 top1 7.812 top5 3.125 | Epoch: [36][429/553] Time 2.434 Data 0.001 Err 0.4623 top1 11.719 top5 5.469 | Epoch: [36][430/553] Time 2.432 Data 0.001 Err 0.4226 top1 9.375 top5 4.688 | Epoch: [36][431/553] Time 2.442 Data 0.001 Err 0.4050 top1 12.500 top5 3.125 | Epoch: [36][432/553] Time 2.471 Data 0.001 Err 0.3640 top1 11.719 top5 2.344 | Epoch: [36][433/553] Time 2.443 Data 0.001 Err 0.3218 top1 7.812 top5 0.781 | Epoch: [36][434/553] Time 2.442 Data 0.001 Err 0.4556 top1 14.062 top5 3.906 | Epoch: [36][435/553] Time 2.444 Data 0.001 Err 0.4590 top1 8.594 top5 3.906 | Epoch: [36][436/553] Time 2.461 Data 0.001 Err 0.5202 top1 12.500 top5 5.469 | Epoch: [36][437/553] Time 2.471 Data 0.001 Err 0.3732 top1 8.594 top5 3.125 | Epoch: [36][438/553] Time 2.471 Data 0.001 Err 0.4172 top1 8.594 top5 3.125 | Epoch: [36][439/553] Time 2.450 Data 0.001 Err 0.4272 top1 10.156 top5 4.688 | Epoch: [36][440/553] Time 2.439 Data 0.001 Err 0.3719 top1 11.719 top5 1.562 | Epoch: [36][441/553] Time 2.455 Data 0.001 Err 0.3371 top1 7.812 top5 2.344 | Epoch: [36][442/553] Time 2.450 Data 0.000 Err 0.1901 top1 5.469 top5 0.000 | Epoch: [36][443/553] Time 2.450 Data 0.001 Err 0.1888 top1 4.688 top5 0.781 | Epoch: [36][444/553] Time 2.439 Data 0.001 Err 0.3811 top1 10.938 top5 2.344 | Epoch: [36][445/553] Time 2.442 Data 0.001 Err 0.3410 top1 11.719 top5 0.781 | Epoch: [36][446/553] Time 2.437 Data 0.001 Err 0.1371 top1 2.344 top5 0.000 | Epoch: [36][447/553] Time 2.437 Data 0.001 Err 0.2478 top1 8.594 top5 1.562 | Epoch: [36][448/553] Time 2.477 Data 0.001 Err 0.2604 top1 7.812 top5 1.562 | Epoch: [36][449/553] Time 2.471 Data 0.001 Err 0.5160 top1 10.938 top5 4.688 | Epoch: [36][450/553] Time 2.440 Data 0.000 Err 0.2460 top1 7.031 top5 0.781 | Epoch: [36][451/553] Time 2.458 Data 0.001 Err 0.2647 top1 8.594 top5 1.562 | Epoch: [36][452/553] Time 2.438 Data 0.000 Err 0.3574 top1 10.156 top5 2.344 | Epoch: [36][453/553] Time 2.432 Data 0.001 Err 0.3826 top1 10.938 top5 3.906 | Epoch: [36][454/553] Time 2.434 Data 0.001 Err 0.3939 top1 10.156 top5 3.125 | Epoch: [36][455/553] Time 2.436 Data 0.001 Err 0.3267 top1 7.031 top5 2.344 | Epoch: [36][456/553] Time 2.436 Data 0.001 Err 0.3366 top1 7.031 top5 2.344 | Epoch: [36][457/553] Time 2.450 Data 0.001 Err 0.2906 top1 8.594 top5 1.562 | Epoch: [36][458/553] Time 2.431 Data 0.001 Err 0.3775 top1 8.594 top5 3.125 | Epoch: [36][459/553] Time 2.440 Data 0.001 Err 0.4669 top1 13.281 top5 2.344 | Epoch: [36][460/553] Time 2.443 Data 0.001 Err 0.3526 top1 9.375 top5 3.125 | Epoch: [36][461/553] Time 2.436 Data 0.000 Err 0.2961 top1 5.469 top5 0.781 | Epoch: [36][462/553] Time 2.440 Data 0.001 Err 0.1506 top1 3.906 top5 0.000 | Epoch: [36][463/553] Time 2.437 Data 0.001 Err 0.4496 top1 10.156 top5 3.125 | Epoch: [36][464/553] Time 2.450 Data 0.001 Err 0.5846 top1 14.844 top5 5.469 | Epoch: [36][465/553] Time 2.436 Data 0.001 Err 0.3195 top1 7.031 top5 3.125 | Epoch: [36][466/553] Time 2.442 Data 0.001 Err 0.3456 top1 6.250 top5 4.688 | Epoch: [36][467/553] Time 2.444 Data 0.001 Err 0.4024 top1 10.156 top5 4.688 | Epoch: [36][468/553] Time 2.441 Data 0.001 Err 0.2729 top1 7.812 top5 2.344 | Epoch: [36][469/553] Time 2.440 Data 0.000 Err 0.2673 top1 6.250 top5 2.344 | Epoch: [36][470/553] Time 2.430 Data 0.001 Err 0.4350 top1 9.375 top5 4.688 | Epoch: [36][471/553] Time 2.439 Data 0.001 Err 0.3277 top1 6.250 top5 2.344 | Epoch: [36][472/553] Time 2.444 Data 0.001 Err 0.2536 top1 8.594 top5 0.781 | Epoch: [36][473/553] Time 2.456 Data 0.001 Err 0.3803 top1 10.938 top5 3.906 | Epoch: [36][474/553] Time 2.465 Data 0.001 Err 0.2735 top1 7.031 top5 1.562 | Epoch: [36][475/553] Time 2.434 Data 0.001 Err 0.2610 top1 6.250 top5 2.344 | Epoch: [36][476/553] Time 2.452 Data 0.001 Err 0.4688 top1 10.156 top5 3.906 | Epoch: [36][477/553] Time 2.442 Data 0.001 Err 0.4051 top1 10.156 top5 3.906 | Epoch: [36][478/553] Time 2.438 Data 0.001 Err 0.4796 top1 15.625 top5 1.562 | Epoch: [36][479/553] Time 2.437 Data 0.001 Err 0.4380 top1 14.844 top5 3.125 | Epoch: [36][480/553] Time 2.438 Data 0.001 Err 0.2415 top1 6.250 top5 0.781 | Epoch: [36][481/553] Time 2.466 Data 0.001 Err 0.3074 top1 8.594 top5 2.344 | Epoch: [36][482/553] Time 2.437 Data 0.001 Err 0.4115 top1 10.938 top5 3.906 | Epoch: [36][483/553] Time 2.433 Data 0.001 Err 0.4573 top1 11.719 top5 4.688 | Epoch: [36][484/553] Time 2.445 Data 0.001 Err 0.3369 top1 10.156 top5 3.906 | Epoch: [36][485/553] Time 2.486 Data 0.001 Err 0.3086 top1 7.031 top5 2.344 | Epoch: [36][486/553] Time 2.436 Data 0.001 Err 0.2009 top1 4.688 top5 0.000 | Epoch: [36][487/553] Time 2.440 Data 0.001 Err 0.4454 top1 10.156 top5 5.469 | Epoch: [36][488/553] Time 2.437 Data 0.001 Err 0.3075 top1 10.938 top5 2.344 | Epoch: [36][489/553] Time 2.435 Data 0.001 Err 0.4937 top1 11.719 top5 4.688 | Epoch: [36][490/553] Time 2.441 Data 0.001 Err 0.1591 top1 4.688 top5 0.000 | Epoch: [36][491/553] Time 2.430 Data 0.001 Err 0.3838 top1 12.500 top5 3.125 | Epoch: [36][492/553] Time 2.435 Data 0.001 Err 0.2423 top1 6.250 top5 1.562 | Epoch: [36][493/553] Time 2.442 Data 0.001 Err 0.4525 top1 10.938 top5 3.906 | Epoch: [36][494/553] Time 2.443 Data 0.001 Err 0.3807 top1 10.938 top5 3.125 | Epoch: [36][495/553] Time 2.447 Data 0.001 Err 0.3736 top1 9.375 top5 3.125 | Epoch: [36][496/553] Time 2.439 Data 0.001 Err 0.4341 top1 11.719 top5 6.250 | Epoch: [36][497/553] Time 2.479 Data 0.001 Err 0.2770 top1 6.250 top5 1.562 | Epoch: [36][498/553] Time 2.433 Data 0.001 Err 0.3692 top1 9.375 top5 2.344 | Epoch: [36][499/553] Time 2.446 Data 0.001 Err 0.3296 top1 7.812 top5 3.125 | Epoch: [36][500/553] Time 2.443 Data 0.001 Err 0.4452 top1 11.719 top5 3.906 | Epoch: [36][501/553] Time 2.435 Data 0.001 Err 0.4660 top1 12.500 top5 2.344 | Epoch: [36][502/553] Time 2.488 Data 0.001 Err 0.3382 top1 10.938 top5 3.906 | Epoch: [36][503/553] Time 2.446 Data 0.001 Err 0.3625 top1 7.812 top5 3.125 | Epoch: [36][504/553] Time 2.448 Data 0.001 Err 0.3346 top1 7.812 top5 3.906 | Epoch: [36][505/553] Time 2.434 Data 0.001 Err 0.4097 top1 10.156 top5 0.781 | Epoch: [36][506/553] Time 2.433 Data 0.001 Err 0.3532 top1 10.156 top5 1.562 | Epoch: [36][507/553] Time 2.435 Data 0.001 Err 0.3712 top1 11.719 top5 2.344 | Epoch: [36][508/553] Time 2.438 Data 0.001 Err 0.3222 top1 8.594 top5 2.344 | Epoch: [36][509/553] Time 2.434 Data 0.000 Err 0.3279 top1 9.375 top5 2.344 | Epoch: [36][510/553] Time 2.481 Data 0.001 Err 0.3009 top1 7.031 top5 2.344 | Epoch: [36][511/553] Time 2.435 Data 0.001 Err 0.5264 top1 13.281 top5 4.688 | Epoch: [36][512/553] Time 2.435 Data 0.001 Err 0.2349 top1 6.250 top5 1.562 | Epoch: [36][513/553] Time 2.455 Data 0.001 Err 0.4606 top1 13.281 top5 5.469 | Epoch: [36][514/553] Time 2.439 Data 0.001 Err 0.5879 top1 14.062 top5 3.906 | Epoch: [36][515/553] Time 2.438 Data 0.001 Err 0.3736 top1 8.594 top5 2.344 | Epoch: [36][516/553] Time 2.475 Data 0.000 Err 0.3153 top1 6.250 top5 3.125 | Epoch: [36][517/553] Time 2.434 Data 0.001 Err 0.4006 top1 13.281 top5 2.344 | Epoch: [36][518/553] Time 2.442 Data 0.000 Err 0.3778 top1 11.719 top5 3.125 | Epoch: [36][519/553] Time 2.434 Data 0.001 Err 0.3039 top1 6.250 top5 0.781 | Epoch: [36][520/553] Time 2.433 Data 0.001 Err 0.3868 top1 8.594 top5 2.344 | Epoch: [36][521/553] Time 2.448 Data 0.001 Err 0.3837 top1 9.375 top5 1.562 | Epoch: [36][522/553] Time 2.450 Data 0.001 Err 0.2555 top1 7.812 top5 0.781 | Epoch: [36][523/553] Time 2.444 Data 0.001 Err 0.4883 top1 13.281 top5 3.906 | Epoch: [36][524/553] Time 2.434 Data 0.001 Err 0.4267 top1 11.719 top5 4.688 | Epoch: [36][525/553] Time 2.446 Data 0.001 Err 0.2816 top1 9.375 top5 0.781 | Epoch: [36][526/553] Time 2.439 Data 0.001 Err 0.3964 top1 9.375 top5 3.125 | Epoch: [36][527/553] Time 2.452 Data 0.001 Err 0.4245 top1 12.500 top5 5.469 | Epoch: [36][528/553] Time 2.436 Data 0.001 Err 0.3040 top1 8.594 top5 0.781 | Epoch: [36][529/553] Time 2.476 Data 0.001 Err 0.4108 top1 8.594 top5 3.906 | Epoch: [36][530/553] Time 2.436 Data 0.001 Err 0.3985 top1 8.594 top5 3.125 | Epoch: [36][531/553] Time 2.440 Data 0.001 Err 0.2585 top1 8.594 top5 0.781 | Epoch: [36][532/553] Time 2.432 Data 0.001 Err 0.3165 top1 10.156 top5 1.562 | Epoch: [36][533/553] Time 2.455 Data 0.001 Err 0.3102 top1 8.594 top5 3.125 | Epoch: [36][534/553] Time 2.434 Data 0.001 Err 0.4645 top1 10.938 top5 3.906 | Epoch: [36][535/553] Time 2.431 Data 0.001 Err 0.3614 top1 9.375 top5 3.125 | Epoch: [36][536/553] Time 2.441 Data 0.001 Err 0.2858 top1 7.812 top5 2.344 | Epoch: [36][537/553] Time 2.436 Data 0.000 Err 0.5051 top1 10.156 top5 6.250 | Epoch: [36][538/553] Time 2.432 Data 0.001 Err 0.3856 top1 9.375 top5 2.344 | Epoch: [36][539/553] Time 2.433 Data 0.001 Err 0.3410 top1 10.156 top5 3.125 | Epoch: [36][540/553] Time 2.485 Data 0.001 Err 0.4554 top1 10.156 top5 5.469 | Epoch: [36][541/553] Time 2.434 Data 0.001 Err 0.3737 top1 11.719 top5 1.562 | Epoch: [36][542/553] Time 2.475 Data 0.001 Err 0.3509 top1 10.156 top5 0.781 | Epoch: [36][543/553] Time 2.434 Data 0.000 Err 0.2237 top1 3.906 top5 0.781 | Epoch: [36][544/553] Time 2.471 Data 0.000 Err 0.3070 top1 8.594 top5 1.562 | Epoch: [36][545/553] Time 2.442 Data 0.000 Err 0.4056 top1 10.938 top5 3.906 | Epoch: [36][546/553] Time 2.475 Data 0.000 Err 0.2699 top1 5.469 top5 1.562 | Epoch: [36][547/553] Time 2.432 Data 0.000 Err 0.3729 top1 8.594 top5 3.125 | Epoch: [36][548/553] Time 2.479 Data 0.000 Err 0.4327 top1 13.281 top5 2.344 | Epoch: [36][549/553] Time 2.485 Data 0.000 Err 0.3487 top1 10.156 top5 3.125 | Epoch: [36][550/553] Time 2.442 Data 0.000 Err 0.3954 top1 10.156 top5 1.562 | Epoch: [36][551/553] Time 2.440 Data 0.000 Err 0.4589 top1 14.062 top5 2.344 | Epoch: [36][552/553] Time 2.441 Data 0.000 Err 0.5156 top1 14.844 top5 4.688 | Epoch: [36][553/553] Time 1.028 Data 0.000 Err 0.3812 top1 9.091 top5 2.273 | Test: [36][1/198] Time 2.166 Data 1.449 top1 12.500 ( 12.500) top5 1.562 ( 1.562) | Test: [36][2/198] Time 0.713 Data 0.001 top1 17.969 ( 15.234) top5 2.344 ( 1.953) | Test: [36][3/198] Time 0.718 Data 0.000 top1 12.500 ( 14.323) top5 3.906 ( 2.604) | Test: [36][4/198] Time 0.718 Data 0.001 top1 14.844 ( 14.453) top5 4.688 ( 3.125) | Test: [36][5/198] Time 0.717 Data 0.002 top1 13.281 ( 14.219) top5 2.344 ( 2.969) | Test: [36][6/198] Time 0.722 Data 0.001 top1 14.062 ( 14.193) top5 3.125 ( 2.995) | Test: [36][7/198] Time 0.716 Data 0.001 top1 10.156 ( 13.616) top5 2.344 ( 2.902) | Test: [36][8/198] Time 0.713 Data 0.001 top1 14.062 ( 13.672) top5 1.562 ( 2.734) | Test: [36][9/198] Time 0.717 Data 0.001 top1 12.500 ( 13.542) top5 3.906 ( 2.865) | Test: [36][10/198] Time 0.717 Data 0.001 top1 16.406 ( 13.828) top5 2.344 ( 2.812) | Test: [36][11/198] Time 0.719 Data 0.001 top1 13.281 ( 13.778) top5 0.000 ( 2.557) | Test: [36][12/198] Time 0.711 Data 0.001 top1 11.719 ( 13.607) top5 2.344 ( 2.539) | Test: [36][13/198] Time 0.721 Data 0.001 top1 16.406 ( 13.822) top5 3.125 ( 2.584) | Test: [36][14/198] Time 0.718 Data 0.001 top1 14.062 ( 13.839) top5 2.344 ( 2.567) | Test: [36][15/198] Time 0.714 Data 0.001 top1 17.188 ( 14.062) top5 4.688 ( 2.708) | Test: [36][16/198] Time 0.721 Data 0.001 top1 10.938 ( 13.867) top5 2.344 ( 2.686) | Test: [36][17/198] Time 0.716 Data 0.001 top1 12.500 ( 13.787) top5 3.906 ( 2.757) | Test: [36][18/198] Time 0.718 Data 0.001 top1 9.375 ( 13.542) top5 0.781 ( 2.648) | Test: [36][19/198] Time 0.710 Data 0.001 top1 14.844 ( 13.610) top5 3.125 ( 2.673) | Test: [36][20/198] Time 0.719 Data 0.001 top1 10.156 ( 13.438) top5 0.781 ( 2.578) | Test: [36][21/198] Time 0.719 Data 0.001 top1 10.156 ( 13.281) top5 3.125 ( 2.604) | Test: [36][22/198] Time 0.722 Data 0.001 top1 16.406 ( 13.423) top5 1.562 ( 2.557) | Test: [36][23/198] Time 0.732 Data 0.001 top1 14.062 ( 13.451) top5 4.688 ( 2.649) | Test: [36][24/198] Time 0.720 Data 0.001 top1 12.500 ( 13.411) top5 3.906 ( 2.702) | Test: [36][25/198] Time 0.715 Data 0.001 top1 9.375 ( 13.250) top5 2.344 ( 2.688) | Test: [36][26/198] Time 0.720 Data 0.001 top1 15.625 ( 13.341) top5 2.344 ( 2.674) | Test: [36][27/198] Time 0.718 Data 0.001 top1 11.719 ( 13.281) top5 0.781 ( 2.604) | Test: [36][28/198] Time 0.718 Data 0.001 top1 14.062 ( 13.309) top5 5.469 ( 2.706) | Test: [36][29/198] Time 0.711 Data 0.001 top1 11.719 ( 13.254) top5 3.125 ( 2.721) | Test: [36][30/198] Time 0.721 Data 0.001 top1 17.188 ( 13.385) top5 3.906 ( 2.760) | Test: [36][31/198] Time 0.718 Data 0.001 top1 12.500 ( 13.357) top5 0.781 ( 2.697) | Test: [36][32/198] Time 0.718 Data 0.001 top1 10.156 ( 13.257) top5 1.562 ( 2.661) | Test: [36][33/198] Time 0.713 Data 0.001 top1 12.500 ( 13.234) top5 4.688 ( 2.723) | Test: [36][34/198] Time 0.717 Data 0.001 top1 12.500 ( 13.212) top5 3.125 ( 2.734) | Test: [36][35/198] Time 0.728 Data 0.001 top1 13.281 ( 13.214) top5 2.344 ( 2.723) | Test: [36][36/198] Time 0.719 Data 0.001 top1 10.938 ( 13.151) top5 4.688 ( 2.778) | Test: [36][37/198] Time 0.723 Data 0.001 top1 14.844 ( 13.197) top5 4.688 ( 2.829) | Test: [36][38/198] Time 0.716 Data 0.001 top1 14.844 ( 13.240) top5 3.906 ( 2.858) | Test: [36][39/198] Time 0.717 Data 0.001 top1 12.500 ( 13.221) top5 3.125 ( 2.865) | Test: [36][40/198] Time 0.714 Data 0.001 top1 14.062 ( 13.242) top5 1.562 ( 2.832) | Test: [36][41/198] Time 0.717 Data 0.001 top1 10.156 ( 13.167) top5 0.781 ( 2.782) | Test: [36][42/198] Time 0.720 Data 0.001 top1 9.375 ( 13.077) top5 2.344 ( 2.772) | Test: [36][43/198] Time 0.717 Data 0.001 top1 7.812 ( 12.954) top5 2.344 ( 2.762) | Test: [36][44/198] Time 0.717 Data 0.001 top1 15.625 ( 13.015) top5 5.469 ( 2.823) | Test: [36][45/198] Time 0.717 Data 0.001 top1 13.281 ( 13.021) top5 3.125 ( 2.830) | Test: [36][46/198] Time 0.721 Data 0.001 top1 16.406 ( 13.094) top5 1.562 ( 2.802) | Test: [36][47/198] Time 0.717 Data 0.001 top1 10.156 ( 13.032) top5 0.781 ( 2.759) | Test: [36][48/198] Time 0.718 Data 0.001 top1 14.062 ( 13.053) top5 1.562 ( 2.734) | Test: [36][49/198] Time 0.716 Data 0.001 top1 10.938 ( 13.010) top5 0.781 ( 2.695) | Test: [36][50/198] Time 0.722 Data 0.001 top1 12.500 ( 13.000) top5 3.125 ( 2.703) | Test: [36][51/198] Time 0.713 Data 0.001 top1 14.844 ( 13.036) top5 2.344 ( 2.696) | Test: [36][52/198] Time 0.718 Data 0.001 top1 14.062 ( 13.056) top5 1.562 ( 2.674) | Test: [36][53/198] Time 0.725 Data 0.001 top1 12.500 ( 13.045) top5 3.125 ( 2.683) | Test: [36][54/198] Time 0.736 Data 0.001 top1 15.625 ( 13.093) top5 1.562 ( 2.662) | Test: [36][55/198] Time 0.732 Data 0.001 top1 14.844 ( 13.125) top5 2.344 ( 2.656) | Test: [36][56/198] Time 0.728 Data 0.001 top1 10.938 ( 13.086) top5 3.125 ( 2.665) | Test: [36][57/198] Time 0.730 Data 0.001 top1 11.719 ( 13.062) top5 1.562 ( 2.645) | Test: [36][58/198] Time 0.714 Data 0.001 top1 7.812 ( 12.971) top5 3.125 ( 2.654) | Test: [36][59/198] Time 0.724 Data 0.001 top1 13.281 ( 12.977) top5 2.344 ( 2.648) | Test: [36][60/198] Time 0.713 Data 0.001 top1 8.594 ( 12.904) top5 3.125 ( 2.656) | Test: [36][61/198] Time 0.723 Data 0.001 top1 17.188 ( 12.974) top5 0.781 ( 2.626) | Test: [36][62/198] Time 0.767 Data 0.004 top1 14.062 ( 12.991) top5 1.562 ( 2.608) | Test: [36][63/198] Time 0.719 Data 0.001 top1 17.969 ( 13.070) top5 0.781 ( 2.579) | Test: [36][64/198] Time 0.713 Data 0.001 top1 13.281 ( 13.074) top5 3.906 ( 2.600) | Test: [36][65/198] Time 0.717 Data 0.001 top1 7.031 ( 12.981) top5 0.781 ( 2.572) | Test: [36][66/198] Time 0.715 Data 0.001 top1 11.719 ( 12.962) top5 2.344 ( 2.569) | Test: [36][67/198] Time 0.712 Data 0.001 top1 13.281 ( 12.966) top5 3.125 ( 2.577) | Test: [36][68/198] Time 0.714 Data 0.001 top1 17.188 ( 13.028) top5 5.469 ( 2.619) | Test: [36][69/198] Time 0.714 Data 0.001 top1 8.594 ( 12.964) top5 1.562 ( 2.604) | Test: [36][70/198] Time 0.720 Data 0.001 top1 10.156 ( 12.924) top5 3.906 ( 2.623) | Test: [36][71/198] Time 0.716 Data 0.001 top1 14.062 ( 12.940) top5 3.906 ( 2.641) | Test: [36][72/198] Time 0.714 Data 0.001 top1 12.500 ( 12.934) top5 2.344 ( 2.637) | Test: [36][73/198] Time 0.719 Data 0.001 top1 7.812 ( 12.864) top5 1.562 ( 2.622) | Test: [36][74/198] Time 0.717 Data 0.001 top1 14.844 ( 12.891) top5 2.344 ( 2.618) | Test: [36][75/198] Time 0.717 Data 0.001 top1 11.719 ( 12.875) top5 1.562 ( 2.604) | Test: [36][76/198] Time 0.723 Data 0.001 top1 19.531 ( 12.963) top5 3.906 ( 2.621) | Test: [36][77/198] Time 0.724 Data 0.001 top1 15.625 ( 12.997) top5 7.031 ( 2.679) | Test: [36][78/198] Time 0.728 Data 0.001 top1 11.719 ( 12.981) top5 0.781 ( 2.654) | Test: [36][79/198] Time 0.721 Data 0.003 top1 13.281 ( 12.985) top5 0.781 ( 2.631) | Test: [36][80/198] Time 0.726 Data 0.001 top1 12.500 ( 12.979) top5 1.562 ( 2.617) | Test: [36][81/198] Time 0.721 Data 0.001 top1 13.281 ( 12.982) top5 5.469 ( 2.652) | Test: [36][82/198] Time 0.718 Data 0.001 top1 18.750 ( 13.053) top5 4.688 ( 2.677) | Test: [36][83/198] Time 0.715 Data 0.001 top1 10.156 ( 13.018) top5 1.562 ( 2.664) | Test: [36][84/198] Time 0.717 Data 0.001 top1 15.625 ( 13.049) top5 3.125 ( 2.669) | Test: [36][85/198] Time 0.719 Data 0.001 top1 12.500 ( 13.042) top5 1.562 ( 2.656) | Test: [36][86/198] Time 0.713 Data 0.001 top1 12.500 ( 13.036) top5 1.562 ( 2.644) | Test: [36][87/198] Time 0.723 Data 0.001 top1 14.062 ( 13.048) top5 7.031 ( 2.694) | Test: [36][88/198] Time 0.721 Data 0.001 top1 15.625 ( 13.077) top5 5.469 ( 2.725) | Test: [36][89/198] Time 0.735 Data 0.005 top1 14.062 ( 13.088) top5 1.562 ( 2.712) | Test: [36][90/198] Time 0.724 Data 0.001 top1 16.406 ( 13.125) top5 4.688 ( 2.734) | Test: [36][91/198] Time 0.722 Data 0.001 top1 16.406 ( 13.161) top5 2.344 ( 2.730) | Test: [36][92/198] Time 0.728 Data 0.001 top1 13.281 ( 13.162) top5 3.906 ( 2.743) | Test: [36][93/198] Time 0.714 Data 0.001 top1 11.719 ( 13.147) top5 0.781 ( 2.722) | Test: [36][94/198] Time 0.714 Data 0.001 top1 14.062 ( 13.157) top5 0.000 ( 2.693) | Test: [36][95/198] Time 0.716 Data 0.001 top1 13.281 ( 13.158) top5 3.125 ( 2.697) | Test: [36][96/198] Time 0.714 Data 0.001 top1 12.500 ( 13.151) top5 4.688 ( 2.718) | Test: [36][97/198] Time 0.717 Data 0.001 top1 14.844 ( 13.168) top5 1.562 ( 2.706) | Test: [36][98/198] Time 0.716 Data 0.001 top1 11.719 ( 13.154) top5 4.688 ( 2.726) | Test: [36][99/198] Time 0.718 Data 0.001 top1 8.594 ( 13.108) top5 0.000 ( 2.699) | Test: [36][100/198] Time 0.718 Data 0.001 top1 9.375 ( 13.070) top5 3.125 ( 2.703) | Test: [36][101/198] Time 0.709 Data 0.001 top1 10.938 ( 13.049) top5 2.344 ( 2.700) | Test: [36][102/198] Time 0.715 Data 0.001 top1 11.719 ( 13.036) top5 3.125 ( 2.704) | Test: [36][103/198] Time 0.711 Data 0.001 top1 15.625 ( 13.061) top5 4.688 ( 2.723) | Test: [36][104/198] Time 0.719 Data 0.001 top1 12.500 ( 13.056) top5 2.344 ( 2.719) | Test: [36][105/198] Time 0.716 Data 0.001 top1 12.500 ( 13.051) top5 3.906 ( 2.731) | Test: [36][106/198] Time 0.717 Data 0.001 top1 11.719 ( 13.038) top5 1.562 ( 2.720) | Test: [36][107/198] Time 0.712 Data 0.001 top1 11.719 ( 13.026) top5 1.562 ( 2.709) | Test: [36][108/198] Time 0.713 Data 0.001 top1 13.281 ( 13.028) top5 1.562 ( 2.698) | Test: [36][109/198] Time 0.722 Data 0.001 top1 9.375 ( 12.995) top5 1.562 ( 2.688) | Test: [36][110/198] Time 0.714 Data 0.001 top1 12.500 ( 12.990) top5 1.562 ( 2.678) | Test: [36][111/198] Time 0.737 Data 0.001 top1 7.812 ( 12.943) top5 1.562 ( 2.668) | Test: [36][112/198] Time 0.730 Data 0.001 top1 13.281 ( 12.946) top5 3.125 ( 2.672) | Test: [36][113/198] Time 0.727 Data 0.001 top1 17.188 ( 12.984) top5 3.906 ( 2.683) | Test: [36][114/198] Time 0.728 Data 0.001 top1 14.844 ( 13.000) top5 3.906 ( 2.693) | Test: [36][115/198] Time 0.726 Data 0.001 top1 14.062 ( 13.010) top5 3.125 ( 2.697) | Test: [36][116/198] Time 0.732 Data 0.001 top1 7.031 ( 12.958) top5 0.781 ( 2.680) | Test: [36][117/198] Time 0.721 Data 0.001 top1 9.375 ( 12.927) top5 0.781 ( 2.664) | Test: [36][118/198] Time 0.727 Data 0.001 top1 14.844 ( 12.944) top5 2.344 ( 2.662) | Test: [36][119/198] Time 0.733 Data 0.022 top1 10.156 ( 12.920) top5 0.781 ( 2.646) | Test: [36][120/198] Time 0.717 Data 0.001 top1 14.844 ( 12.936) top5 1.562 ( 2.637) | Test: [36][121/198] Time 0.719 Data 0.001 top1 10.156 ( 12.913) top5 0.781 ( 2.621) | Test: [36][122/198] Time 0.712 Data 0.001 top1 14.062 ( 12.923) top5 4.688 ( 2.638) | Test: [36][123/198] Time 0.719 Data 0.001 top1 10.938 ( 12.907) top5 3.125 ( 2.642) | Test: [36][124/198] Time 0.715 Data 0.001 top1 8.594 ( 12.872) top5 1.562 ( 2.634) | Test: [36][125/198] Time 0.719 Data 0.001 top1 12.500 ( 12.869) top5 0.781 ( 2.619) | Test: [36][126/198] Time 0.717 Data 0.001 top1 15.625 ( 12.891) top5 2.344 ( 2.617) | Test: [36][127/198] Time 0.717 Data 0.001 top1 15.625 ( 12.912) top5 4.688 ( 2.633) | Test: [36][128/198] Time 0.720 Data 0.001 top1 10.938 ( 12.897) top5 2.344 ( 2.631) | Test: [36][129/198] Time 0.709 Data 0.001 top1 10.156 ( 12.875) top5 2.344 ( 2.628) | Test: [36][130/198] Time 0.721 Data 0.001 top1 11.719 ( 12.867) top5 2.344 ( 2.626) | Test: [36][131/198] Time 0.719 Data 0.001 top1 15.625 ( 12.888) top5 4.688 ( 2.642) | Test: [36][132/198] Time 0.716 Data 0.001 top1 19.531 ( 12.938) top5 2.344 ( 2.640) | Test: [36][133/198] Time 0.714 Data 0.001 top1 10.938 ( 12.923) top5 3.125 ( 2.643) | Test: [36][134/198] Time 0.714 Data 0.001 top1 12.500 ( 12.920) top5 1.562 ( 2.635) | Test: [36][135/198] Time 0.721 Data 0.001 top1 10.938 ( 12.905) top5 3.125 ( 2.639) | Test: [36][136/198] Time 0.716 Data 0.001 top1 10.938 ( 12.891) top5 2.344 ( 2.637) | Test: [36][137/198] Time 0.721 Data 0.001 top1 7.812 ( 12.854) top5 0.781 ( 2.623) | Test: [36][138/198] Time 0.719 Data 0.001 top1 10.156 ( 12.834) top5 0.000 ( 2.604) | Test: [36][139/198] Time 0.724 Data 0.001 top1 9.375 ( 12.809) top5 1.562 ( 2.597) | Test: [36][140/198] Time 0.718 Data 0.001 top1 12.500 ( 12.807) top5 2.344 ( 2.595) | Test: [36][141/198] Time 0.721 Data 0.001 top1 10.938 ( 12.794) top5 2.344 ( 2.593) | Test: [36][142/198] Time 0.724 Data 0.001 top1 11.719 ( 12.786) top5 5.469 ( 2.613) | Test: [36][143/198] Time 0.725 Data 0.001 top1 10.156 ( 12.768) top5 0.000 ( 2.595) | Test: [36][144/198] Time 0.722 Data 0.001 top1 13.281 ( 12.771) top5 3.125 ( 2.599) | Test: [36][145/198] Time 0.733 Data 0.001 top1 13.281 ( 12.775) top5 1.562 ( 2.592) | Test: [36][146/198] Time 0.745 Data 0.001 top1 10.156 ( 12.757) top5 0.000 ( 2.574) | Test: [36][147/198] Time 0.727 Data 0.001 top1 17.969 ( 12.792) top5 2.344 ( 2.572) | Test: [36][148/198] Time 0.722 Data 0.001 top1 10.938 ( 12.780) top5 0.781 ( 2.560) | Test: [36][149/198] Time 0.718 Data 0.001 top1 10.156 ( 12.762) top5 2.344 ( 2.559) | Test: [36][150/198] Time 0.714 Data 0.001 top1 10.938 ( 12.750) top5 2.344 ( 2.557) | Test: [36][151/198] Time 0.715 Data 0.001 top1 14.062 ( 12.759) top5 3.125 ( 2.561) | Test: [36][152/198] Time 0.713 Data 0.001 top1 14.062 ( 12.767) top5 0.781 ( 2.549) | Test: [36][153/198] Time 0.713 Data 0.001 top1 10.156 ( 12.750) top5 0.781 ( 2.538) | Test: [36][154/198] Time 0.721 Data 0.001 top1 10.156 ( 12.733) top5 2.344 ( 2.537) | Test: [36][155/198] Time 0.712 Data 0.001 top1 12.500 ( 12.732) top5 2.344 ( 2.535) | Test: [36][156/198] Time 0.718 Data 0.001 top1 12.500 ( 12.730) top5 2.344 ( 2.534) | Test: [36][157/198] Time 0.716 Data 0.001 top1 12.500 ( 12.729) top5 3.906 ( 2.543) | Test: [36][158/198] Time 0.714 Data 0.001 top1 13.281 ( 12.732) top5 3.906 ( 2.551) | Test: [36][159/198] Time 0.714 Data 0.001 top1 9.375 ( 12.711) top5 0.000 ( 2.535) | Test: [36][160/198] Time 0.716 Data 0.001 top1 17.969 ( 12.744) top5 3.125 ( 2.539) | Test: [36][161/198] Time 0.724 Data 0.001 top1 16.406 ( 12.767) top5 3.906 ( 2.548) | Test: [36][162/198] Time 0.713 Data 0.001 top1 10.156 ( 12.751) top5 0.781 ( 2.537) | Test: [36][163/198] Time 0.716 Data 0.001 top1 11.719 ( 12.744) top5 1.562 ( 2.531) | Test: [36][164/198] Time 0.716 Data 0.001 top1 10.938 ( 12.733) top5 0.781 ( 2.520) | Test: [36][165/198] Time 0.717 Data 0.001 top1 8.594 ( 12.708) top5 2.344 ( 2.519) | Test: [36][166/198] Time 0.713 Data 0.001 top1 12.500 ( 12.707) top5 2.344 ( 2.518) | Test: [36][167/198] Time 0.718 Data 0.001 top1 12.500 ( 12.706) top5 1.562 ( 2.512) | Test: [36][168/198] Time 0.711 Data 0.001 top1 7.812 ( 12.677) top5 1.562 ( 2.507) | Test: [36][169/198] Time 0.721 Data 0.001 top1 11.719 ( 12.671) top5 2.344 ( 2.506) | Test: [36][170/198] Time 0.718 Data 0.001 top1 17.188 ( 12.698) top5 3.125 ( 2.509) | Test: [36][171/198] Time 0.715 Data 0.001 top1 16.406 ( 12.719) top5 3.906 ( 2.517) | Test: [36][172/198] Time 0.724 Data 0.001 top1 10.938 ( 12.709) top5 3.125 ( 2.521) | Test: [36][173/198] Time 0.713 Data 0.001 top1 10.938 ( 12.699) top5 0.781 ( 2.511) | Test: [36][174/198] Time 0.730 Data 0.001 top1 18.750 ( 12.733) top5 5.469 ( 2.528) | Test: [36][175/198] Time 0.722 Data 0.001 top1 11.719 ( 12.728) top5 2.344 ( 2.527) | Test: [36][176/198] Time 0.770 Data 0.001 top1 14.844 ( 12.740) top5 3.125 ( 2.530) | Test: [36][177/198] Time 0.714 Data 0.001 top1 16.406 ( 12.760) top5 4.688 ( 2.542) | Test: [36][178/198] Time 0.715 Data 0.001 top1 14.062 ( 12.768) top5 2.344 ( 2.541) | Test: [36][179/198] Time 0.713 Data 0.001 top1 8.594 ( 12.744) top5 2.344 ( 2.540) | Test: [36][180/198] Time 0.712 Data 0.001 top1 17.188 ( 12.769) top5 3.906 ( 2.548) | Test: [36][181/198] Time 0.717 Data 0.001 top1 7.812 ( 12.742) top5 2.344 ( 2.547) | Test: [36][182/198] Time 0.714 Data 0.001 top1 11.719 ( 12.736) top5 2.344 ( 2.546) | Test: [36][183/198] Time 0.714 Data 0.001 top1 10.938 ( 12.726) top5 1.562 ( 2.540) | Test: [36][184/198] Time 0.711 Data 0.001 top1 12.500 ( 12.725) top5 3.906 ( 2.548) | Test: [36][185/198] Time 0.716 Data 0.001 top1 12.500 ( 12.724) top5 0.781 ( 2.538) | Test: [36][186/198] Time 0.713 Data 0.001 top1 13.281 ( 12.727) top5 4.688 ( 2.550) | Test: [36][187/198] Time 0.712 Data 0.001 top1 17.188 ( 12.751) top5 3.125 ( 2.553) | Test: [36][188/198] Time 0.712 Data 0.000 top1 12.500 ( 12.749) top5 2.344 ( 2.552) | Test: [36][189/198] Time 0.713 Data 0.000 top1 21.094 ( 12.793) top5 3.125 ( 2.555) | Test: [36][190/198] Time 0.713 Data 0.000 top1 15.625 ( 12.808) top5 2.344 ( 2.553) | Test: [36][191/198] Time 0.715 Data 0.000 top1 10.938 ( 12.799) top5 2.344 ( 2.552) | Test: [36][192/198] Time 0.708 Data 0.000 top1 10.938 ( 12.789) top5 0.000 ( 2.539) | Test: [36][193/198] Time 0.716 Data 0.000 top1 14.062 ( 12.795) top5 3.906 ( 2.546) | Test: [36][194/198] Time 0.712 Data 0.000 top1 10.938 ( 12.786) top5 1.562 ( 2.541) | Test: [36][195/198] Time 0.715 Data 0.000 top1 13.281 ( 12.788) top5 2.344 ( 2.540) | Test: [36][196/198] Time 0.714 Data 0.000 top1 12.500 ( 12.787) top5 0.781 ( 2.531) | Test: [36][197/198] Time 0.254 Data 0.000 top1 26.471 ( 12.856) top5 2.941 ( 2.533) | Test: [36][198/198] Time 0.709 Data 0.000 top1 13.281 ( 12.859) top5 3.125 ( 2.536) * Finished epoch # 36 top1: 12.859 top5: 2.536 Epoch 37 => Training epoch # 37 | Epoch: [37][1/553] Time 5.133 Data 2.639 Err 0.4885 top1 13.281 top5 5.469 | Epoch: [37][2/553] Time 2.431 Data 0.002 Err 0.3702 top1 9.375 top5 1.562 | Epoch: [37][3/553] Time 2.438 Data 0.001 Err 0.1668 top1 3.125 top5 0.000 | Epoch: [37][4/553] Time 2.482 Data 0.001 Err 0.2075 top1 4.688 top5 0.000 | Epoch: [37][5/553] Time 2.436 Data 0.001 Err 0.2513 top1 4.688 top5 2.344 | Epoch: [37][6/553] Time 2.427 Data 0.000 Err 0.3727 top1 10.938 top5 2.344 | Epoch: [37][7/553] Time 2.432 Data 0.001 Err 0.4067 top1 7.812 top5 3.906 | Epoch: [37][8/553] Time 2.434 Data 0.001 Err 0.4025 top1 10.156 top5 2.344 | Epoch: [37][9/553] Time 2.435 Data 0.001 Err 0.2515 top1 5.469 top5 2.344 | Epoch: [37][10/553] Time 2.433 Data 0.001 Err 0.2907 top1 7.812 top5 2.344 | Epoch: [37][11/553] Time 2.433 Data 0.001 Err 0.4608 top1 12.500 top5 2.344 | Epoch: [37][12/553] Time 2.447 Data 0.001 Err 0.3060 top1 7.812 top5 1.562 | Epoch: [37][13/553] Time 2.440 Data 0.001 Err 0.4020 top1 10.938 top5 1.562 | Epoch: [37][14/553] Time 2.432 Data 0.001 Err 0.3462 top1 8.594 top5 1.562 | Epoch: [37][15/553] Time 2.432 Data 0.001 Err 0.3475 top1 9.375 top5 1.562 | Epoch: [37][16/553] Time 2.431 Data 0.001 Err 0.4845 top1 16.406 top5 3.906 | Epoch: [37][17/553] Time 2.462 Data 0.001 Err 0.4291 top1 14.062 top5 4.688 | Epoch: [37][18/553] Time 2.436 Data 0.001 Err 0.3437 top1 7.031 top5 3.906 | Epoch: [37][19/553] Time 2.435 Data 0.001 Err 0.4319 top1 8.594 top5 4.688 | Epoch: [37][20/553] Time 2.436 Data 0.001 Err 0.3699 top1 10.156 top5 3.125 | Epoch: [37][21/553] Time 2.444 Data 0.003 Err 0.3579 top1 12.500 top5 0.781 | Epoch: [37][22/553] Time 2.441 Data 0.001 Err 0.3871 top1 7.812 top5 3.125 | Epoch: [37][23/553] Time 2.449 Data 0.001 Err 0.3359 top1 8.594 top5 3.125 | Epoch: [37][24/553] Time 2.438 Data 0.001 Err 0.4207 top1 12.500 top5 3.125 | Epoch: [37][25/553] Time 2.438 Data 0.000 Err 0.2566 top1 3.906 top5 2.344 | Epoch: [37][26/553] Time 2.438 Data 0.001 Err 0.3446 top1 10.938 top5 1.562 | Epoch: [37][27/553] Time 2.482 Data 0.001 Err 0.2515 top1 7.812 top5 0.000 | Epoch: [37][28/553] Time 2.450 Data 0.001 Err 0.2500 top1 5.469 top5 2.344 | Epoch: [37][29/553] Time 2.439 Data 0.001 Err 0.6022 top1 15.625 top5 6.250 | Epoch: [37][30/553] Time 2.458 Data 0.001 Err 0.2239 top1 7.031 top5 1.562 | Epoch: [37][31/553] Time 2.447 Data 0.001 Err 0.4528 top1 9.375 top5 3.906 | Epoch: [37][32/553] Time 2.470 Data 0.001 Err 0.2218 top1 4.688 top5 0.781 | Epoch: [37][33/553] Time 2.446 Data 0.000 Err 0.3348 top1 9.375 top5 3.125 | Epoch: [37][34/553] Time 2.435 Data 0.001 Err 0.4408 top1 10.156 top5 3.125 | Epoch: [37][35/553] Time 2.440 Data 0.000 Err 0.4456 top1 10.156 top5 4.688 | Epoch: [37][36/553] Time 2.435 Data 0.001 Err 0.4316 top1 10.938 top5 3.906 | Epoch: [37][37/553] Time 2.435 Data 0.000 Err 0.5232 top1 12.500 top5 3.906 | Epoch: [37][38/553] Time 2.436 Data 0.001 Err 0.2378 top1 4.688 top5 1.562 | Epoch: [37][39/553] Time 2.472 Data 0.001 Err 0.2941 top1 8.594 top5 1.562 | Epoch: [37][40/553] Time 2.485 Data 0.001 Err 0.4060 top1 8.594 top5 5.469 | Epoch: [37][41/553] Time 2.440 Data 0.001 Err 0.3720 top1 10.156 top5 3.125 | Epoch: [37][42/553] Time 2.443 Data 0.001 Err 0.3948 top1 11.719 top5 3.906 | Epoch: [37][43/553] Time 2.435 Data 0.001 Err 0.4994 top1 11.719 top5 4.688 | Epoch: [37][44/553] Time 2.431 Data 0.001 Err 0.5366 top1 14.062 top5 4.688 | Epoch: [37][45/553] Time 2.472 Data 0.001 Err 0.1885 top1 4.688 top5 0.000 | Epoch: [37][46/553] Time 2.438 Data 0.000 Err 0.2714 top1 8.594 top5 0.781 | Epoch: [37][47/553] Time 2.474 Data 0.001 Err 0.2520 top1 5.469 top5 1.562 | Epoch: [37][48/553] Time 2.438 Data 0.001 Err 0.3133 top1 8.594 top5 4.688 | Epoch: [37][49/553] Time 2.442 Data 0.004 Err 0.4090 top1 10.938 top5 3.906 | Epoch: [37][50/553] Time 2.450 Data 0.001 Err 0.3862 top1 8.594 top5 3.125 | Epoch: [37][51/553] Time 2.441 Data 0.001 Err 0.3415 top1 10.156 top5 3.125 | Epoch: [37][52/553] Time 2.437 Data 0.001 Err 0.2735 top1 7.812 top5 2.344 | Epoch: [37][53/553] Time 2.434 Data 0.001 Err 0.2457 top1 5.469 top5 1.562 | Epoch: [37][54/553] Time 2.436 Data 0.000 Err 0.2914 top1 5.469 top5 1.562 | Epoch: [37][55/553] Time 2.476 Data 0.001 Err 0.3156 top1 7.031 top5 0.781 | Epoch: [37][56/553] Time 2.433 Data 0.001 Err 0.4370 top1 12.500 top5 3.906 | Epoch: [37][57/553] Time 2.448 Data 0.001 Err 0.2252 top1 7.031 top5 0.781 | Epoch: [37][58/553] Time 2.456 Data 0.001 Err 0.3512 top1 10.156 top5 1.562 | Epoch: [37][59/553] Time 2.488 Data 0.001 Err 0.3523 top1 10.938 top5 3.125 | Epoch: [37][60/553] Time 2.438 Data 0.001 Err 0.2375 top1 6.250 top5 1.562 | Epoch: [37][61/553] Time 2.442 Data 0.001 Err 0.2955 top1 8.594 top5 1.562 | Epoch: [37][62/553] Time 2.443 Data 0.001 Err 0.2825 top1 8.594 top5 2.344 | Epoch: [37][63/553] Time 2.475 Data 0.001 Err 0.5053 top1 12.500 top5 4.688 | Epoch: [37][64/553] Time 2.441 Data 0.001 Err 0.4046 top1 10.938 top5 3.125 | Epoch: [37][65/553] Time 2.445 Data 0.001 Err 0.4116 top1 10.938 top5 4.688 | Epoch: [37][66/553] Time 2.439 Data 0.001 Err 0.3188 top1 10.156 top5 2.344 | Epoch: [37][67/553] Time 2.475 Data 0.001 Err 0.2730 top1 7.031 top5 2.344 | Epoch: [37][68/553] Time 2.453 Data 0.001 Err 0.1883 top1 4.688 top5 0.000 | Epoch: [37][69/553] Time 2.442 Data 0.001 Err 0.3447 top1 10.156 top5 0.781 | Epoch: [37][70/553] Time 2.452 Data 0.005 Err 0.4282 top1 10.156 top5 4.688 | Epoch: [37][71/553] Time 2.446 Data 0.000 Err 0.2810 top1 6.250 top5 1.562 | Epoch: [37][72/553] Time 2.451 Data 0.001 Err 0.3117 top1 6.250 top5 0.781 | Epoch: [37][73/553] Time 2.432 Data 0.000 Err 0.3807 top1 14.844 top5 2.344 | Epoch: [37][74/553] Time 2.434 Data 0.001 Err 0.2615 top1 6.250 top5 3.125 | Epoch: [37][75/553] Time 2.441 Data 0.000 Err 0.3512 top1 7.031 top5 3.125 | Epoch: [37][76/553] Time 2.437 Data 0.001 Err 0.4216 top1 10.156 top5 3.125 | Epoch: [37][77/553] Time 2.442 Data 0.001 Err 0.5085 top1 14.062 top5 6.250 | Epoch: [37][78/553] Time 2.438 Data 0.001 Err 0.4076 top1 11.719 top5 1.562 | Epoch: [37][79/553] Time 2.427 Data 0.001 Err 0.2080 top1 4.688 top5 0.781 | Epoch: [37][80/553] Time 2.444 Data 0.001 Err 0.3358 top1 7.031 top5 3.906 | Epoch: [37][81/553] Time 2.438 Data 0.001 Err 0.3455 top1 8.594 top5 3.125 | Epoch: [37][82/553] Time 2.481 Data 0.001 Err 0.3765 top1 9.375 top5 3.125 | Epoch: [37][83/553] Time 2.430 Data 0.001 Err 0.2281 top1 7.812 top5 0.000 | Epoch: [37][84/553] Time 2.436 Data 0.001 Err 0.2692 top1 4.688 top5 2.344 | Epoch: [37][85/553] Time 2.485 Data 0.001 Err 0.4478 top1 11.719 top5 3.906 | Epoch: [37][86/553] Time 2.440 Data 0.001 Err 0.3232 top1 8.594 top5 2.344 | Epoch: [37][87/553] Time 2.504 Data 0.004 Err 0.3308 top1 7.812 top5 1.562 | Epoch: [37][88/553] Time 2.454 Data 0.001 Err 0.3391 top1 8.594 top5 2.344 | Epoch: [37][89/553] Time 2.463 Data 0.001 Err 0.3351 top1 10.156 top5 2.344 | Epoch: [37][90/553] Time 2.438 Data 0.001 Err 0.2867 top1 7.031 top5 2.344 | Epoch: [37][91/553] Time 2.430 Data 0.001 Err 0.3846 top1 7.812 top5 4.688 | Epoch: [37][92/553] Time 2.435 Data 0.001 Err 0.4769 top1 11.719 top5 3.125 | Epoch: [37][93/553] Time 2.433 Data 0.001 Err 0.4715 top1 10.156 top5 2.344 | Epoch: [37][94/553] Time 2.441 Data 0.000 Err 0.3610 top1 10.938 top5 3.125 | Epoch: [37][95/553] Time 2.439 Data 0.001 Err 0.3127 top1 7.812 top5 1.562 | Epoch: [37][96/553] Time 2.432 Data 0.001 Err 0.2112 top1 6.250 top5 2.344 | Epoch: [37][97/553] Time 2.475 Data 0.001 Err 0.2683 top1 7.031 top5 1.562 | Epoch: [37][98/553] Time 2.432 Data 0.001 Err 0.4260 top1 11.719 top5 2.344 | Epoch: [37][99/553] Time 2.450 Data 0.001 Err 0.2642 top1 6.250 top5 2.344 | Epoch: [37][100/553] Time 2.431 Data 0.001 Err 0.2992 top1 7.812 top5 0.781 | Epoch: [37][101/553] Time 2.445 Data 0.000 Err 0.2627 top1 7.812 top5 1.562 | Epoch: [37][102/553] Time 2.439 Data 0.001 Err 0.5221 top1 14.062 top5 3.125 | Epoch: [37][103/553] Time 2.450 Data 0.000 Err 0.2844 top1 7.031 top5 1.562 | Epoch: [37][104/553] Time 2.453 Data 0.001 Err 0.4357 top1 12.500 top5 4.688 | Epoch: [37][105/553] Time 2.436 Data 0.001 Err 0.3065 top1 10.156 top5 3.125 | Epoch: [37][106/553] Time 2.439 Data 0.001 Err 0.3626 top1 10.156 top5 3.125 | Epoch: [37][107/553] Time 2.474 Data 0.001 Err 0.5104 top1 11.719 top5 3.906 | Epoch: [37][108/553] Time 2.436 Data 0.004 Err 0.3648 top1 9.375 top5 3.125 | Epoch: [37][109/553] Time 2.474 Data 0.001 Err 0.3646 top1 6.250 top5 3.906 | Epoch: [37][110/553] Time 2.435 Data 0.001 Err 0.4566 top1 12.500 top5 3.906 | Epoch: [37][111/553] Time 2.442 Data 0.001 Err 0.4638 top1 10.156 top5 4.688 | Epoch: [37][112/553] Time 2.436 Data 0.001 Err 0.3665 top1 9.375 top5 2.344 | Epoch: [37][113/553] Time 2.433 Data 0.000 Err 0.2664 top1 7.812 top5 0.781 | Epoch: [37][114/553] Time 2.446 Data 0.001 Err 0.4113 top1 10.156 top5 4.688 | Epoch: [37][115/553] Time 2.440 Data 0.001 Err 0.2967 top1 7.031 top5 1.562 | Epoch: [37][116/553] Time 2.442 Data 0.001 Err 0.3871 top1 7.031 top5 3.906 | Epoch: [37][117/553] Time 2.449 Data 0.001 Err 0.3232 top1 8.594 top5 1.562 | Epoch: [37][118/553] Time 2.449 Data 0.001 Err 0.3683 top1 7.031 top5 3.125 | Epoch: [37][119/553] Time 2.480 Data 0.001 Err 0.4498 top1 15.625 top5 3.125 | Epoch: [37][120/553] Time 2.439 Data 0.001 Err 0.3926 top1 10.938 top5 2.344 | Epoch: [37][121/553] Time 2.444 Data 0.001 Err 0.3343 top1 10.938 top5 3.906 | Epoch: [37][122/553] Time 2.442 Data 0.001 Err 0.2405 top1 7.031 top5 2.344 | Epoch: [37][123/553] Time 2.507 Data 0.001 Err 0.4549 top1 12.500 top5 3.125 | Epoch: [37][124/553] Time 2.440 Data 0.001 Err 0.2964 top1 9.375 top5 1.562 | Epoch: [37][125/553] Time 2.445 Data 0.001 Err 0.4656 top1 13.281 top5 4.688 | Epoch: [37][126/553] Time 2.439 Data 0.001 Err 0.3200 top1 8.594 top5 1.562 | Epoch: [37][127/553] Time 2.477 Data 0.004 Err 0.3701 top1 10.156 top5 3.906 | Epoch: [37][128/553] Time 2.443 Data 0.001 Err 0.3474 top1 7.812 top5 3.125 | Epoch: [37][129/553] Time 2.512 Data 0.001 Err 0.4159 top1 12.500 top5 2.344 | Epoch: [37][130/553] Time 2.450 Data 0.000 Err 0.4121 top1 13.281 top5 3.125 | Epoch: [37][131/553] Time 2.440 Data 0.001 Err 0.2888 top1 7.031 top5 0.781 | Epoch: [37][132/553] Time 2.483 Data 0.001 Err 0.2623 top1 5.469 top5 1.562 | Epoch: [37][133/553] Time 2.486 Data 0.001 Err 0.3976 top1 7.812 top5 2.344 | Epoch: [37][134/553] Time 2.434 Data 0.001 Err 0.3711 top1 10.156 top5 1.562 | Epoch: [37][135/553] Time 2.442 Data 0.001 Err 0.3136 top1 8.594 top5 1.562 | Epoch: [37][136/553] Time 2.438 Data 0.001 Err 0.3284 top1 8.594 top5 2.344 | Epoch: [37][137/553] Time 2.471 Data 0.001 Err 0.4872 top1 14.062 top5 3.906 | Epoch: [37][138/553] Time 2.475 Data 0.001 Err 0.3595 top1 10.938 top5 3.906 | Epoch: [37][139/553] Time 2.480 Data 0.001 Err 0.4728 top1 14.844 top5 3.906 | Epoch: [37][140/553] Time 2.430 Data 0.001 Err 0.2398 top1 4.688 top5 1.562 | Epoch: [37][141/553] Time 2.435 Data 0.000 Err 0.4633 top1 11.719 top5 3.906 | Epoch: [37][142/553] Time 2.443 Data 0.001 Err 0.4327 top1 9.375 top5 5.469 | Epoch: [37][143/553] Time 2.434 Data 0.001 Err 0.4223 top1 9.375 top5 2.344 | Epoch: [37][144/553] Time 2.443 Data 0.001 Err 0.2184 top1 5.469 top5 0.781 | Epoch: [37][145/553] Time 2.501 Data 0.001 Err 0.4216 top1 11.719 top5 3.906 | Epoch: [37][146/553] Time 2.446 Data 0.004 Err 0.4292 top1 11.719 top5 3.906 | Epoch: [37][147/553] Time 2.438 Data 0.001 Err 0.5243 top1 10.156 top5 7.031 | Epoch: [37][148/553] Time 2.433 Data 0.001 Err 0.4110 top1 8.594 top5 3.906 | Epoch: [37][149/553] Time 2.477 Data 0.000 Err 0.4294 top1 9.375 top5 4.688 | Epoch: [37][150/553] Time 2.439 Data 0.001 Err 0.2682 top1 9.375 top5 0.781 | Epoch: [37][151/553] Time 2.440 Data 0.000 Err 0.4230 top1 10.156 top5 3.906 | Epoch: [37][152/553] Time 2.440 Data 0.001 Err 0.3919 top1 10.938 top5 1.562 | Epoch: [37][153/553] Time 2.506 Data 0.001 Err 0.5640 top1 14.844 top5 4.688 | Epoch: [37][154/553] Time 2.442 Data 0.001 Err 0.3306 top1 7.812 top5 3.906 | Epoch: [37][155/553] Time 2.442 Data 0.001 Err 0.3621 top1 7.812 top5 2.344 | Epoch: [37][156/553] Time 2.452 Data 0.001 Err 0.2796 top1 8.594 top5 3.125 | Epoch: [37][157/553] Time 2.438 Data 0.000 Err 0.3887 top1 8.594 top5 3.906 | Epoch: [37][158/553] Time 2.436 Data 0.001 Err 0.5281 top1 11.719 top5 4.688 | Epoch: [37][159/553] Time 2.474 Data 0.001 Err 0.3169 top1 7.031 top5 1.562 | Epoch: [37][160/553] Time 2.447 Data 0.001 Err 0.3964 top1 12.500 top5 2.344 | Epoch: [37][161/553] Time 2.468 Data 0.001 Err 0.2820 top1 4.688 top5 2.344 | Epoch: [37][162/553] Time 2.478 Data 0.001 Err 0.4268 top1 10.938 top5 3.906 | Epoch: [37][163/553] Time 2.510 Data 0.001 Err 0.3575 top1 9.375 top5 4.688 | Epoch: [37][164/553] Time 2.479 Data 0.001 Err 0.3247 top1 6.250 top5 2.344 | Epoch: [37][165/553] Time 2.511 Data 0.004 Err 0.3441 top1 8.594 top5 2.344 | Epoch: [37][166/553] Time 2.453 Data 0.001 Err 0.3366 top1 7.031 top5 3.906 | Epoch: [37][167/553] Time 2.433 Data 0.001 Err 0.2593 top1 7.812 top5 1.562 | Epoch: [37][168/553] Time 2.439 Data 0.001 Err 0.3996 top1 12.500 top5 1.562 | Epoch: [37][169/553] Time 2.440 Data 0.001 Err 0.3635 top1 13.281 top5 2.344 | Epoch: [37][170/553] Time 2.433 Data 0.000 Err 0.5067 top1 12.500 top5 3.906 | Epoch: [37][171/553] Time 2.436 Data 0.001 Err 0.3732 top1 9.375 top5 3.125 | Epoch: [37][172/553] Time 2.438 Data 0.001 Err 0.2542 top1 6.250 top5 1.562 | Epoch: [37][173/553] Time 2.455 Data 0.001 Err 0.3317 top1 7.812 top5 0.781 | Epoch: [37][174/553] Time 2.442 Data 0.001 Err 0.3298 top1 8.594 top5 3.906 | Epoch: [37][175/553] Time 2.476 Data 0.001 Err 0.4679 top1 11.719 top5 3.906 | Epoch: [37][176/553] Time 2.434 Data 0.001 Err 0.4180 top1 10.156 top5 2.344 | Epoch: [37][177/553] Time 2.442 Data 0.001 Err 0.4201 top1 10.938 top5 2.344 | Epoch: [37][178/553] Time 2.438 Data 0.001 Err 0.3909 top1 7.812 top5 3.125 | Epoch: [37][179/553] Time 2.443 Data 0.000 Err 0.2813 top1 7.031 top5 2.344 | Epoch: [37][180/553] Time 2.454 Data 0.001 Err 0.3640 top1 8.594 top5 2.344 | Epoch: [37][181/553] Time 2.436 Data 0.001 Err 0.3346 top1 8.594 top5 3.125 | Epoch: [37][182/553] Time 2.480 Data 0.001 Err 0.3220 top1 10.938 top5 2.344 | Epoch: [37][183/553] Time 2.485 Data 0.001 Err 0.4962 top1 10.938 top5 4.688 | Epoch: [37][184/553] Time 2.438 Data 0.002 Err 0.3351 top1 10.156 top5 2.344 | Epoch: [37][185/553] Time 2.434 Data 0.001 Err 0.2535 top1 7.812 top5 0.781 | Epoch: [37][186/553] Time 2.441 Data 0.001 Err 0.3440 top1 7.031 top5 2.344 | Epoch: [37][187/553] Time 2.441 Data 0.001 Err 0.2188 top1 3.906 top5 0.781 | Epoch: [37][188/553] Time 2.452 Data 0.001 Err 0.3098 top1 10.156 top5 1.562 | Epoch: [37][189/553] Time 2.437 Data 0.001 Err 0.4034 top1 11.719 top5 1.562 | Epoch: [37][190/553] Time 2.437 Data 0.001 Err 0.2440 top1 7.031 top5 0.781 | Epoch: [37][191/553] Time 2.441 Data 0.001 Err 0.3932 top1 7.031 top5 3.125 | Epoch: [37][192/553] Time 2.444 Data 0.001 Err 0.4552 top1 11.719 top5 3.906 | Epoch: [37][193/553] Time 2.449 Data 0.001 Err 0.4004 top1 12.500 top5 2.344 | Epoch: [37][194/553] Time 2.481 Data 0.001 Err 0.2957 top1 5.469 top5 1.562 | Epoch: [37][195/553] Time 2.440 Data 0.001 Err 0.2627 top1 7.812 top5 0.000 | Epoch: [37][196/553] Time 2.446 Data 0.001 Err 0.1971 top1 5.469 top5 0.000 | Epoch: [37][197/553] Time 2.431 Data 0.001 Err 0.5158 top1 11.719 top5 5.469 | Epoch: [37][198/553] Time 2.431 Data 0.000 Err 0.2659 top1 7.031 top5 1.562 | Epoch: [37][199/553] Time 2.502 Data 0.001 Err 0.1920 top1 4.688 top5 0.000 | Epoch: [37][200/553] Time 2.450 Data 0.001 Err 0.1965 top1 4.688 top5 0.000 | Epoch: [37][201/553] Time 2.439 Data 0.001 Err 0.3510 top1 7.812 top5 2.344 | Epoch: [37][202/553] Time 2.439 Data 0.001 Err 0.3356 top1 9.375 top5 1.562 | Epoch: [37][203/553] Time 2.441 Data 0.001 Err 0.4631 top1 13.281 top5 2.344 | Epoch: [37][204/553] Time 2.465 Data 0.000 Err 0.3797 top1 11.719 top5 1.562 | Epoch: [37][205/553] Time 2.473 Data 0.001 Err 0.2778 top1 7.812 top5 1.562 | Epoch: [37][206/553] Time 2.486 Data 0.000 Err 0.2963 top1 8.594 top5 0.781 | Epoch: [37][207/553] Time 2.431 Data 0.001 Err 0.4181 top1 12.500 top5 2.344 | Epoch: [37][208/553] Time 2.437 Data 0.000 Err 0.4345 top1 10.938 top5 3.125 | Epoch: [37][209/553] Time 2.440 Data 0.001 Err 0.4887 top1 13.281 top5 5.469 | Epoch: [37][210/553] Time 2.457 Data 0.001 Err 0.2400 top1 6.250 top5 0.781 | Epoch: [37][211/553] Time 2.505 Data 0.001 Err 0.2936 top1 8.594 top5 1.562 | Epoch: [37][212/553] Time 2.439 Data 0.001 Err 0.4121 top1 9.375 top5 3.906 | Epoch: [37][213/553] Time 2.453 Data 0.001 Err 0.3398 top1 8.594 top5 3.125 | Epoch: [37][214/553] Time 2.481 Data 0.001 Err 0.3377 top1 9.375 top5 0.781 | Epoch: [37][215/553] Time 2.444 Data 0.001 Err 0.3621 top1 9.375 top5 2.344 | Epoch: [37][216/553] Time 2.431 Data 0.001 Err 0.4052 top1 10.938 top5 2.344 | Epoch: [37][217/553] Time 2.474 Data 0.000 Err 0.3892 top1 10.938 top5 2.344 | Epoch: [37][218/553] Time 2.440 Data 0.001 Err 0.3063 top1 9.375 top5 1.562 | Epoch: [37][219/553] Time 2.440 Data 0.001 Err 0.2082 top1 7.031 top5 0.781 | Epoch: [37][220/553] Time 2.485 Data 0.001 Err 0.3021 top1 7.812 top5 3.125 | Epoch: [37][221/553] Time 2.505 Data 0.001 Err 0.4887 top1 13.281 top5 5.469 | Epoch: [37][222/553] Time 2.442 Data 0.003 Err 0.2599 top1 6.250 top5 0.781 | Epoch: [37][223/553] Time 2.439 Data 0.001 Err 0.3171 top1 7.812 top5 2.344 | Epoch: [37][224/553] Time 2.439 Data 0.001 Err 0.2469 top1 5.469 top5 0.781 | Epoch: [37][225/553] Time 2.479 Data 0.000 Err 0.3025 top1 7.031 top5 2.344 | Epoch: [37][226/553] Time 2.447 Data 0.000 Err 0.3862 top1 14.844 top5 1.562 | Epoch: [37][227/553] Time 2.452 Data 0.001 Err 0.4251 top1 11.719 top5 4.688 | Epoch: [37][228/553] Time 2.444 Data 0.001 Err 0.3374 top1 8.594 top5 1.562 | Epoch: [37][229/553] Time 2.478 Data 0.001 Err 0.2496 top1 6.250 top5 1.562 | Epoch: [37][230/553] Time 2.445 Data 0.001 Err 0.3574 top1 10.938 top5 2.344 | Epoch: [37][231/553] Time 2.435 Data 0.001 Err 0.4499 top1 10.156 top5 2.344 | Epoch: [37][232/553] Time 2.448 Data 0.001 Err 0.3592 top1 10.156 top5 1.562 | Epoch: [37][233/553] Time 2.467 Data 0.001 Err 0.2680 top1 7.812 top5 1.562 | Epoch: [37][234/553] Time 2.434 Data 0.001 Err 0.3360 top1 9.375 top5 1.562 | Epoch: [37][235/553] Time 2.437 Data 0.001 Err 0.2577 top1 8.594 top5 0.781 | Epoch: [37][236/553] Time 2.435 Data 0.000 Err 0.2403 top1 6.250 top5 0.000 | Epoch: [37][237/553] Time 2.441 Data 0.001 Err 0.4229 top1 10.938 top5 3.125 | Epoch: [37][238/553] Time 2.476 Data 0.001 Err 0.4003 top1 12.500 top5 3.906 | Epoch: [37][239/553] Time 2.456 Data 0.001 Err 0.3307 top1 9.375 top5 1.562 | Epoch: [37][240/553] Time 2.443 Data 0.001 Err 0.4189 top1 10.156 top5 3.906 | Epoch: [37][241/553] Time 2.443 Data 0.003 Err 0.3199 top1 8.594 top5 2.344 | Epoch: [37][242/553] Time 2.439 Data 0.001 Err 0.3560 top1 8.594 top5 2.344 | Epoch: [37][243/553] Time 2.480 Data 0.001 Err 0.4743 top1 14.844 top5 3.906 | Epoch: [37][244/553] Time 2.440 Data 0.001 Err 0.3932 top1 10.938 top5 2.344 | Epoch: [37][245/553] Time 2.435 Data 0.001 Err 0.4595 top1 11.719 top5 3.906 | Epoch: [37][246/553] Time 2.435 Data 0.000 Err 0.3880 top1 8.594 top5 3.906 | Epoch: [37][247/553] Time 2.439 Data 0.001 Err 0.4573 top1 11.719 top5 6.250 | Epoch: [37][248/553] Time 2.478 Data 0.001 Err 0.3984 top1 9.375 top5 3.906 | Epoch: [37][249/553] Time 2.436 Data 0.001 Err 0.2964 top1 9.375 top5 2.344 | Epoch: [37][250/553] Time 2.457 Data 0.001 Err 0.2528 top1 7.031 top5 2.344 | Epoch: [37][251/553] Time 2.445 Data 0.001 Err 0.4070 top1 11.719 top5 2.344 | Epoch: [37][252/553] Time 2.439 Data 0.001 Err 0.4327 top1 10.938 top5 1.562 | Epoch: [37][253/553] Time 2.434 Data 0.001 Err 0.3971 top1 13.281 top5 1.562 | Epoch: [37][254/553] Time 2.434 Data 0.001 Err 0.3568 top1 8.594 top5 2.344 | Epoch: [37][255/553] Time 2.460 Data 0.000 Err 0.3616 top1 10.156 top5 1.562 | Epoch: [37][256/553] Time 2.451 Data 0.001 Err 0.3210 top1 6.250 top5 3.125 | Epoch: [37][257/553] Time 2.459 Data 0.001 Err 0.3791 top1 8.594 top5 2.344 | Epoch: [37][258/553] Time 2.444 Data 0.001 Err 0.2772 top1 7.031 top5 2.344 | Epoch: [37][259/553] Time 2.438 Data 0.001 Err 0.3818 top1 10.938 top5 3.906 | Epoch: [37][260/553] Time 2.433 Data 0.001 Err 0.2909 top1 8.594 top5 2.344 | Epoch: [37][261/553] Time 2.505 Data 0.001 Err 0.4616 top1 10.938 top5 0.781 | Epoch: [37][262/553] Time 2.449 Data 0.001 Err 0.2884 top1 7.031 top5 3.125 | Epoch: [37][263/553] Time 2.438 Data 0.000 Err 0.3006 top1 7.812 top5 2.344 | Epoch: [37][264/553] Time 2.437 Data 0.001 Err 0.3682 top1 7.812 top5 4.688 | Epoch: [37][265/553] Time 2.515 Data 0.000 Err 0.2802 top1 7.031 top5 2.344 | Epoch: [37][266/553] Time 2.439 Data 0.001 Err 0.3099 top1 9.375 top5 0.781 | Epoch: [37][267/553] Time 2.474 Data 0.001 Err 0.3469 top1 9.375 top5 3.125 | Epoch: [37][268/553] Time 2.440 Data 0.001 Err 0.4841 top1 12.500 top5 2.344 | Epoch: [37][269/553] Time 2.472 Data 0.001 Err 0.3358 top1 7.812 top5 3.125 | Epoch: [37][270/553] Time 2.443 Data 0.001 Err 0.4096 top1 9.375 top5 3.906 | Epoch: [37][271/553] Time 2.454 Data 0.001 Err 0.3338 top1 9.375 top5 2.344 | Epoch: [37][272/553] Time 2.443 Data 0.000 Err 0.4247 top1 10.938 top5 3.906 | Epoch: [37][273/553] Time 2.477 Data 0.001 Err 0.3963 top1 10.938 top5 4.688 | Epoch: [37][274/553] Time 2.440 Data 0.000 Err 0.2966 top1 10.156 top5 1.562 | Epoch: [37][275/553] Time 2.443 Data 0.001 Err 0.4510 top1 14.062 top5 2.344 | Epoch: [37][276/553] Time 2.446 Data 0.001 Err 0.3518 top1 8.594 top5 4.688 | Epoch: [37][277/553] Time 2.472 Data 0.001 Err 0.3269 top1 8.594 top5 3.125 | Epoch: [37][278/553] Time 2.437 Data 0.001 Err 0.3494 top1 8.594 top5 0.781 | Epoch: [37][279/553] Time 2.439 Data 0.001 Err 0.3517 top1 7.812 top5 3.125 | Epoch: [37][280/553] Time 2.443 Data 0.001 Err 0.3302 top1 9.375 top5 3.125 | Epoch: [37][281/553] Time 2.435 Data 0.001 Err 0.3482 top1 8.594 top5 3.906 | Epoch: [37][282/553] Time 2.434 Data 0.001 Err 0.3279 top1 10.156 top5 2.344 | Epoch: [37][283/553] Time 2.438 Data 0.001 Err 0.5556 top1 15.625 top5 5.469 | Epoch: [37][284/553] Time 2.431 Data 0.000 Err 0.2423 top1 7.031 top5 2.344 | Epoch: [37][285/553] Time 2.463 Data 0.001 Err 0.2476 top1 8.594 top5 0.781 | Epoch: [37][286/553] Time 2.441 Data 0.001 Err 0.2848 top1 8.594 top5 2.344 | Epoch: [37][287/553] Time 2.433 Data 0.001 Err 0.3304 top1 9.375 top5 2.344 | Epoch: [37][288/553] Time 2.474 Data 0.001 Err 0.4487 top1 11.719 top5 3.906 | Epoch: [37][289/553] Time 2.438 Data 0.001 Err 0.3036 top1 7.812 top5 1.562 | Epoch: [37][290/553] Time 2.430 Data 0.001 Err 0.4059 top1 10.156 top5 3.906 | Epoch: [37][291/553] Time 2.482 Data 0.001 Err 0.3605 top1 9.375 top5 3.125 | Epoch: [37][292/553] Time 2.438 Data 0.001 Err 0.3741 top1 10.156 top5 2.344 | Epoch: [37][293/553] Time 2.439 Data 0.001 Err 0.3090 top1 8.594 top5 1.562 | Epoch: [37][294/553] Time 2.463 Data 0.001 Err 0.5007 top1 13.281 top5 3.125 | Epoch: [37][295/553] Time 2.462 Data 0.001 Err 0.2043 top1 3.125 top5 0.781 | Epoch: [37][296/553] Time 2.473 Data 0.001 Err 0.4139 top1 12.500 top5 2.344 | Epoch: [37][297/553] Time 2.443 Data 0.001 Err 0.3837 top1 10.938 top5 1.562 | Epoch: [37][298/553] Time 2.478 Data 0.001 Err 0.2036 top1 7.812 top5 0.781 | Epoch: [37][299/553] Time 2.442 Data 0.001 Err 0.4890 top1 14.062 top5 5.469 | Epoch: [37][300/553] Time 2.482 Data 0.001 Err 0.2797 top1 6.250 top5 0.781 | Epoch: [37][301/553] Time 2.437 Data 0.000 Err 0.3804 top1 11.719 top5 1.562 | Epoch: [37][302/553] Time 2.438 Data 0.001 Err 0.3687 top1 8.594 top5 3.906 | Epoch: [37][303/553] Time 2.499 Data 0.000 Err 0.2204 top1 6.250 top5 0.781 | Epoch: [37][304/553] Time 2.472 Data 0.001 Err 0.4824 top1 14.062 top5 3.906 | Epoch: [37][305/553] Time 2.439 Data 0.001 Err 0.3032 top1 8.594 top5 1.562 | Epoch: [37][306/553] Time 2.436 Data 0.001 Err 0.3895 top1 10.938 top5 3.906 | Epoch: [37][307/553] Time 2.439 Data 0.001 Err 0.3896 top1 7.812 top5 1.562 | Epoch: [37][308/553] Time 2.441 Data 0.001 Err 0.3755 top1 10.156 top5 2.344 | Epoch: [37][309/553] Time 2.437 Data 0.001 Err 0.4240 top1 9.375 top5 6.250 | Epoch: [37][310/553] Time 2.436 Data 0.000 Err 0.5940 top1 16.406 top5 4.688 | Epoch: [37][311/553] Time 2.441 Data 0.001 Err 0.4493 top1 10.938 top5 4.688 | Epoch: [37][312/553] Time 2.441 Data 0.000 Err 0.3163 top1 10.156 top5 3.125 | Epoch: [37][313/553] Time 2.436 Data 0.001 Err 0.3965 top1 9.375 top5 2.344 | Epoch: [37][314/553] Time 2.437 Data 0.001 Err 0.3304 top1 8.594 top5 3.125 | Epoch: [37][315/553] Time 2.468 Data 0.001 Err 0.4014 top1 12.500 top5 3.125 | Epoch: [37][316/553] Time 2.437 Data 0.001 Err 0.3730 top1 10.156 top5 2.344 | Epoch: [37][317/553] Time 2.434 Data 0.001 Err 0.3815 top1 7.812 top5 3.906 | Epoch: [37][318/553] Time 2.440 Data 0.001 Err 0.3809 top1 9.375 top5 3.125 | Epoch: [37][319/553] Time 2.431 Data 0.001 Err 0.3353 top1 8.594 top5 0.781 | Epoch: [37][320/553] Time 2.435 Data 0.000 Err 0.4536 top1 13.281 top5 2.344 | Epoch: [37][321/553] Time 2.443 Data 0.001 Err 0.5304 top1 14.844 top5 4.688 | Epoch: [37][322/553] Time 2.433 Data 0.001 Err 0.2750 top1 7.031 top5 2.344 | Epoch: [37][323/553] Time 2.501 Data 0.001 Err 0.4833 top1 14.062 top5 4.688 | Epoch: [37][324/553] Time 2.438 Data 0.001 Err 0.3752 top1 10.938 top5 3.125 | Epoch: [37][325/553] Time 2.439 Data 0.001 Err 0.2544 top1 8.594 top5 0.781 | Epoch: [37][326/553] Time 2.441 Data 0.001 Err 0.3738 top1 10.156 top5 1.562 | Epoch: [37][327/553] Time 2.446 Data 0.001 Err 0.3167 top1 7.812 top5 0.781 | Epoch: [37][328/553] Time 2.436 Data 0.001 Err 0.3716 top1 10.156 top5 3.125 | Epoch: [37][329/553] Time 2.428 Data 0.001 Err 0.3785 top1 9.375 top5 3.906 | Epoch: [37][330/553] Time 2.436 Data 0.001 Err 0.3778 top1 10.156 top5 2.344 | Epoch: [37][331/553] Time 2.456 Data 0.001 Err 0.3636 top1 10.156 top5 1.562 | Epoch: [37][332/553] Time 2.444 Data 0.001 Err 0.4001 top1 11.719 top5 3.125 | Epoch: [37][333/553] Time 2.488 Data 0.001 Err 0.3148 top1 10.938 top5 1.562 | Epoch: [37][334/553] Time 2.449 Data 0.001 Err 0.3430 top1 8.594 top5 3.125 | Epoch: [37][335/553] Time 2.443 Data 0.001 Err 0.3818 top1 8.594 top5 2.344 | Epoch: [37][336/553] Time 2.444 Data 0.001 Err 0.3696 top1 10.156 top5 3.125 | Epoch: [37][337/553] Time 2.480 Data 0.001 Err 0.2434 top1 7.812 top5 1.562 | Epoch: [37][338/553] Time 2.440 Data 0.001 Err 0.2788 top1 7.031 top5 0.781 | Epoch: [37][339/553] Time 2.483 Data 0.001 Err 0.3296 top1 8.594 top5 1.562 | Epoch: [37][340/553] Time 2.438 Data 0.001 Err 0.3252 top1 10.938 top5 0.781 | Epoch: [37][341/553] Time 2.450 Data 0.001 Err 0.2670 top1 5.469 top5 0.781 | Epoch: [37][342/553] Time 2.438 Data 0.001 Err 0.3410 top1 9.375 top5 2.344 | Epoch: [37][343/553] Time 2.438 Data 0.001 Err 0.3685 top1 7.812 top5 3.906 | Epoch: [37][344/553] Time 2.474 Data 0.001 Err 0.2903 top1 6.250 top5 0.781 | Epoch: [37][345/553] Time 2.437 Data 0.001 Err 0.3925 top1 9.375 top5 3.906 | Epoch: [37][346/553] Time 2.446 Data 0.001 Err 0.4103 top1 11.719 top5 3.906 | Epoch: [37][347/553] Time 2.470 Data 0.001 Err 0.2372 top1 5.469 top5 1.562 | Epoch: [37][348/553] Time 2.439 Data 0.001 Err 0.2860 top1 10.156 top5 2.344 | Epoch: [37][349/553] Time 2.431 Data 0.001 Err 0.4204 top1 14.062 top5 5.469 | Epoch: [37][350/553] Time 2.432 Data 0.001 Err 0.3875 top1 10.938 top5 2.344 | Epoch: [37][351/553] Time 2.441 Data 0.001 Err 0.2275 top1 6.250 top5 0.781 | Epoch: [37][352/553] Time 2.438 Data 0.001 Err 0.3545 top1 7.031 top5 2.344 | Epoch: [37][353/553] Time 2.504 Data 0.001 Err 0.3858 top1 13.281 top5 2.344 | Epoch: [37][354/553] Time 2.435 Data 0.001 Err 0.3288 top1 9.375 top5 3.125 | Epoch: [37][355/553] Time 2.448 Data 0.001 Err 0.4505 top1 10.938 top5 3.125 | Epoch: [37][356/553] Time 2.438 Data 0.001 Err 0.3586 top1 10.156 top5 3.125 | Epoch: [37][357/553] Time 2.431 Data 0.001 Err 0.2966 top1 8.594 top5 3.125 | Epoch: [37][358/553] Time 2.432 Data 0.001 Err 0.2497 top1 8.594 top5 1.562 | Epoch: [37][359/553] Time 2.435 Data 0.001 Err 0.3932 top1 7.812 top5 3.906 | Epoch: [37][360/553] Time 2.435 Data 0.001 Err 0.4557 top1 10.156 top5 3.906 | Epoch: [37][361/553] Time 2.440 Data 0.001 Err 0.3140 top1 9.375 top5 3.906 | Epoch: [37][362/553] Time 2.441 Data 0.001 Err 0.2835 top1 7.812 top5 2.344 | Epoch: [37][363/553] Time 2.457 Data 0.001 Err 0.3158 top1 7.031 top5 2.344 | Epoch: [37][364/553] Time 2.430 Data 0.001 Err 0.3491 top1 9.375 top5 0.781 | Epoch: [37][365/553] Time 2.450 Data 0.001 Err 0.2985 top1 9.375 top5 2.344 | Epoch: [37][366/553] Time 2.433 Data 0.001 Err 0.3459 top1 8.594 top5 2.344 | Epoch: [37][367/553] Time 2.442 Data 0.001 Err 0.2708 top1 7.812 top5 1.562 | Epoch: [37][368/553] Time 2.446 Data 0.001 Err 0.3077 top1 8.594 top5 1.562 | Epoch: [37][369/553] Time 2.475 Data 0.001 Err 0.1750 top1 5.469 top5 0.781 | Epoch: [37][370/553] Time 2.435 Data 0.001 Err 0.3011 top1 7.812 top5 1.562 | Epoch: [37][371/553] Time 2.433 Data 0.001 Err 0.1917 top1 3.906 top5 0.000 | Epoch: [37][372/553] Time 2.502 Data 0.001 Err 0.4359 top1 11.719 top5 2.344 | Epoch: [37][373/553] Time 2.443 Data 0.001 Err 0.4490 top1 11.719 top5 2.344 | Epoch: [37][374/553] Time 2.444 Data 0.001 Err 0.4777 top1 15.625 top5 2.344 | Epoch: [37][375/553] Time 2.447 Data 0.001 Err 0.3672 top1 9.375 top5 3.906 | Epoch: [37][376/553] Time 2.489 Data 0.001 Err 0.2341 top1 7.031 top5 0.781 | Epoch: [37][377/553] Time 2.475 Data 0.001 Err 0.5365 top1 13.281 top5 6.250 | Epoch: [37][378/553] Time 2.447 Data 0.000 Err 0.2729 top1 7.031 top5 1.562 | Epoch: [37][379/553] Time 2.434 Data 0.001 Err 0.3550 top1 7.812 top5 1.562 | Epoch: [37][380/553] Time 2.444 Data 0.001 Err 0.4454 top1 11.719 top5 3.906 | Epoch: [37][381/553] Time 2.435 Data 0.001 Err 0.5261 top1 12.500 top5 4.688 | Epoch: [37][382/553] Time 2.479 Data 0.001 Err 0.2746 top1 5.469 top5 1.562 | Epoch: [37][383/553] Time 2.445 Data 0.001 Err 0.3062 top1 9.375 top5 2.344 | Epoch: [37][384/553] Time 2.447 Data 0.001 Err 0.5812 top1 14.062 top5 5.469 | Epoch: [37][385/553] Time 2.443 Data 0.001 Err 0.2674 top1 5.469 top5 1.562 | Epoch: [37][386/553] Time 2.438 Data 0.001 Err 0.4505 top1 10.938 top5 3.906 | Epoch: [37][387/553] Time 2.432 Data 0.001 Err 0.6173 top1 17.969 top5 4.688 | Epoch: [37][388/553] Time 2.474 Data 0.001 Err 0.4494 top1 13.281 top5 2.344 | Epoch: [37][389/553] Time 2.503 Data 0.001 Err 0.3664 top1 9.375 top5 1.562 | Epoch: [37][390/553] Time 2.470 Data 0.001 Err 0.2265 top1 5.469 top5 1.562 | Epoch: [37][391/553] Time 2.436 Data 0.001 Err 0.3732 top1 10.938 top5 3.125 | Epoch: [37][392/553] Time 2.445 Data 0.001 Err 0.2815 top1 7.031 top5 0.781 | Epoch: [37][393/553] Time 2.446 Data 0.001 Err 0.5746 top1 12.500 top5 7.031 | Epoch: [37][394/553] Time 2.480 Data 0.001 Err 0.2620 top1 6.250 top5 1.562 | Epoch: [37][395/553] Time 2.429 Data 0.001 Err 0.2433 top1 7.812 top5 0.000 | Epoch: [37][396/553] Time 2.467 Data 0.000 Err 0.3097 top1 8.594 top5 1.562 | Epoch: [37][397/553] Time 2.443 Data 0.001 Err 0.2978 top1 7.812 top5 1.562 | Epoch: [37][398/553] Time 2.437 Data 0.001 Err 0.3812 top1 10.938 top5 3.906 | Epoch: [37][399/553] Time 2.435 Data 0.001 Err 0.4972 top1 10.938 top5 7.812 | Epoch: [37][400/553] Time 2.434 Data 0.001 Err 0.3033 top1 6.250 top5 2.344 | Epoch: [37][401/553] Time 2.450 Data 0.001 Err 0.2876 top1 9.375 top5 2.344 | Epoch: [37][402/553] Time 2.445 Data 0.001 Err 0.2477 top1 6.250 top5 1.562 | Epoch: [37][403/553] Time 2.445 Data 0.001 Err 0.2964 top1 7.031 top5 2.344 | Epoch: [37][404/553] Time 2.464 Data 0.001 Err 0.4692 top1 14.844 top5 3.125 | Epoch: [37][405/553] Time 2.462 Data 0.001 Err 0.3238 top1 10.156 top5 0.781 | Epoch: [37][406/553] Time 2.430 Data 0.001 Err 0.4179 top1 10.156 top5 3.125 | Epoch: [37][407/553] Time 2.438 Data 0.000 Err 0.3378 top1 7.031 top5 3.125 | Epoch: [37][408/553] Time 2.472 Data 0.001 Err 0.5411 top1 15.625 top5 4.688 | Epoch: [37][409/553] Time 2.441 Data 0.001 Err 0.4321 top1 10.938 top5 3.125 | Epoch: [37][410/553] Time 2.445 Data 0.001 Err 0.3477 top1 10.156 top5 1.562 | Epoch: [37][411/553] Time 2.448 Data 0.001 Err 0.3301 top1 7.031 top5 1.562 | Epoch: [37][412/553] Time 2.439 Data 0.001 Err 0.4959 top1 14.844 top5 5.469 | Epoch: [37][413/553] Time 2.443 Data 0.001 Err 0.4735 top1 12.500 top5 4.688 | Epoch: [37][414/553] Time 2.471 Data 0.001 Err 0.2947 top1 7.031 top5 2.344 | Epoch: [37][415/553] Time 2.441 Data 0.000 Err 0.3579 top1 9.375 top5 3.125 | Epoch: [37][416/553] Time 2.446 Data 0.001 Err 0.2788 top1 6.250 top5 1.562 | Epoch: [37][417/553] Time 2.435 Data 0.000 Err 0.1322 top1 3.125 top5 0.000 | Epoch: [37][418/553] Time 2.450 Data 0.001 Err 0.4961 top1 9.375 top5 6.250 | Epoch: [37][419/553] Time 2.440 Data 0.001 Err 0.4474 top1 11.719 top5 3.906 | Epoch: [37][420/553] Time 2.448 Data 0.001 Err 0.4023 top1 9.375 top5 3.906 | Epoch: [37][421/553] Time 2.482 Data 0.001 Err 0.3744 top1 8.594 top5 2.344 | Epoch: [37][422/553] Time 2.447 Data 0.001 Err 0.3136 top1 8.594 top5 1.562 | Epoch: [37][423/553] Time 2.433 Data 0.001 Err 0.3415 top1 10.938 top5 2.344 | Epoch: [37][424/553] Time 2.475 Data 0.001 Err 0.3139 top1 9.375 top5 2.344 | Epoch: [37][425/553] Time 2.438 Data 0.001 Err 0.2660 top1 7.812 top5 2.344 | Epoch: [37][426/553] Time 2.437 Data 0.000 Err 0.4715 top1 12.500 top5 2.344 | Epoch: [37][427/553] Time 2.437 Data 0.001 Err 0.2495 top1 5.469 top5 0.781 | Epoch: [37][428/553] Time 2.439 Data 0.001 Err 0.1876 top1 3.125 top5 1.562 | Epoch: [37][429/553] Time 2.448 Data 0.001 Err 0.3513 top1 11.719 top5 2.344 | Epoch: [37][430/553] Time 2.445 Data 0.001 Err 0.2782 top1 7.812 top5 0.781 | Epoch: [37][431/553] Time 2.454 Data 0.001 Err 0.1966 top1 5.469 top5 0.781 | Epoch: [37][432/553] Time 2.438 Data 0.001 Err 0.2194 top1 7.031 top5 0.781 | Epoch: [37][433/553] Time 2.441 Data 0.001 Err 0.3227 top1 8.594 top5 3.125 | Epoch: [37][434/553] Time 2.479 Data 0.001 Err 0.3450 top1 9.375 top5 3.125 | Epoch: [37][435/553] Time 2.440 Data 0.001 Err 0.3687 top1 10.938 top5 3.125 | Epoch: [37][436/553] Time 2.477 Data 0.000 Err 0.5461 top1 14.844 top5 3.906 | Epoch: [37][437/553] Time 2.444 Data 0.001 Err 0.4274 top1 10.156 top5 1.562 | Epoch: [37][438/553] Time 2.435 Data 0.001 Err 0.4299 top1 14.062 top5 1.562 | Epoch: [37][439/553] Time 2.465 Data 0.001 Err 0.4940 top1 13.281 top5 4.688 | Epoch: [37][440/553] Time 2.460 Data 0.001 Err 0.2546 top1 7.031 top5 0.000 | Epoch: [37][441/553] Time 2.445 Data 0.001 Err 0.3357 top1 7.812 top5 1.562 | Epoch: [37][442/553] Time 2.437 Data 0.001 Err 0.1594 top1 3.125 top5 0.000 | Epoch: [37][443/553] Time 2.501 Data 0.001 Err 0.5606 top1 13.281 top5 4.688 | Epoch: [37][444/553] Time 2.441 Data 0.001 Err 0.2527 top1 3.906 top5 2.344 | Epoch: [37][445/553] Time 2.452 Data 0.000 Err 0.2832 top1 7.812 top5 2.344 | Epoch: [37][446/553] Time 2.449 Data 0.001 Err 0.4608 top1 11.719 top5 2.344 | Epoch: [37][447/553] Time 2.437 Data 0.001 Err 0.4046 top1 10.938 top5 3.906 | Epoch: [37][448/553] Time 2.443 Data 0.001 Err 0.2262 top1 7.031 top5 1.562 | Epoch: [37][449/553] Time 2.439 Data 0.001 Err 0.3798 top1 12.500 top5 2.344 | Epoch: [37][450/553] Time 2.438 Data 0.001 Err 0.2166 top1 5.469 top5 1.562 | Epoch: [37][451/553] Time 2.503 Data 0.001 Err 0.2080 top1 6.250 top5 0.781 | Epoch: [37][452/553] Time 2.436 Data 0.001 Err 0.3543 top1 8.594 top5 3.125 | Epoch: [37][453/553] Time 2.430 Data 0.000 Err 0.4406 top1 12.500 top5 4.688 | Epoch: [37][454/553] Time 2.441 Data 0.001 Err 0.3226 top1 9.375 top5 1.562 | Epoch: [37][455/553] Time 2.443 Data 0.001 Err 0.3989 top1 9.375 top5 3.906 | Epoch: [37][456/553] Time 2.441 Data 0.001 Err 0.2516 top1 7.812 top5 1.562 | Epoch: [37][457/553] Time 2.445 Data 0.001 Err 0.2985 top1 7.812 top5 1.562 | Epoch: [37][458/553] Time 2.446 Data 0.001 Err 0.2328 top1 6.250 top5 0.781 | Epoch: [37][459/553] Time 2.438 Data 0.001 Err 0.2861 top1 8.594 top5 2.344 | Epoch: [37][460/553] Time 2.467 Data 0.001 Err 0.4634 top1 10.938 top5 4.688 | Epoch: [37][461/553] Time 2.431 Data 0.001 Err 0.5419 top1 14.062 top5 6.250 | Epoch: [37][462/553] Time 2.439 Data 0.001 Err 0.3473 top1 8.594 top5 2.344 | Epoch: [37][463/553] Time 2.448 Data 0.001 Err 0.4693 top1 13.281 top5 2.344 | Epoch: [37][464/553] Time 2.437 Data 0.000 Err 0.4000 top1 9.375 top5 3.906 | Epoch: [37][465/553] Time 2.489 Data 0.001 Err 0.3736 top1 10.156 top5 3.906 | Epoch: [37][466/553] Time 2.433 Data 0.001 Err 0.3931 top1 10.938 top5 3.125 | Epoch: [37][467/553] Time 2.477 Data 0.001 Err 0.2747 top1 7.812 top5 1.562 | Epoch: [37][468/553] Time 2.473 Data 0.001 Err 0.4353 top1 12.500 top5 2.344 | Epoch: [37][469/553] Time 2.443 Data 0.001 Err 0.3736 top1 10.156 top5 1.562 | Epoch: [37][470/553] Time 2.434 Data 0.000 Err 0.4591 top1 13.281 top5 3.125 | Epoch: [37][471/553] Time 2.437 Data 0.001 Err 0.3984 top1 8.594 top5 3.906 | Epoch: [37][472/553] Time 2.441 Data 0.000 Err 0.4245 top1 11.719 top5 2.344 | Epoch: [37][473/553] Time 2.435 Data 0.001 Err 0.3124 top1 10.938 top5 1.562 | Epoch: [37][474/553] Time 2.434 Data 0.001 Err 0.2989 top1 7.031 top5 1.562 | Epoch: [37][475/553] Time 2.436 Data 0.001 Err 0.3896 top1 10.156 top5 5.469 | Epoch: [37][476/553] Time 2.452 Data 0.001 Err 0.2179 top1 7.812 top5 0.781 | Epoch: [37][477/553] Time 2.441 Data 0.001 Err 0.3107 top1 10.156 top5 0.781 | Epoch: [37][478/553] Time 2.440 Data 0.001 Err 0.2769 top1 12.500 top5 0.781 | Epoch: [37][479/553] Time 2.512 Data 0.001 Err 0.3836 top1 9.375 top5 3.125 | Epoch: [37][480/553] Time 2.504 Data 0.001 Err 0.4522 top1 12.500 top5 3.125 | Epoch: [37][481/553] Time 2.432 Data 0.000 Err 0.2792 top1 7.812 top5 1.562 | Epoch: [37][482/553] Time 2.435 Data 0.001 Err 0.2902 top1 7.812 top5 2.344 | Epoch: [37][483/553] Time 2.442 Data 0.000 Err 0.3091 top1 7.812 top5 2.344 | Epoch: [37][484/553] Time 2.442 Data 0.001 Err 0.3370 top1 8.594 top5 1.562 | Epoch: [37][485/553] Time 2.445 Data 0.001 Err 0.3113 top1 7.812 top5 2.344 | Epoch: [37][486/553] Time 2.441 Data 0.001 Err 0.3190 top1 9.375 top5 2.344 | Epoch: [37][487/553] Time 2.448 Data 0.001 Err 0.3533 top1 11.719 top5 1.562 | Epoch: [37][488/553] Time 2.455 Data 0.001 Err 0.3984 top1 13.281 top5 3.906 | Epoch: [37][489/553] Time 2.472 Data 0.001 Err 0.4454 top1 10.938 top5 3.906 | Epoch: [37][490/553] Time 2.437 Data 0.001 Err 0.4123 top1 10.938 top5 3.906 | Epoch: [37][491/553] Time 2.437 Data 0.000 Err 0.2666 top1 8.594 top5 3.125 | Epoch: [37][492/553] Time 2.435 Data 0.001 Err 0.3973 top1 9.375 top5 5.469 | Epoch: [37][493/553] Time 2.439 Data 0.001 Err 0.4905 top1 13.281 top5 3.125 | Epoch: [37][494/553] Time 2.434 Data 0.001 Err 0.4367 top1 12.500 top5 2.344 | Epoch: [37][495/553] Time 2.509 Data 0.001 Err 0.2800 top1 7.031 top5 2.344 | Epoch: [37][496/553] Time 2.440 Data 0.001 Err 0.3485 top1 10.938 top5 2.344 | Epoch: [37][497/553] Time 2.441 Data 0.001 Err 0.4014 top1 12.500 top5 3.125 | Epoch: [37][498/553] Time 2.438 Data 0.001 Err 0.2141 top1 4.688 top5 0.781 | Epoch: [37][499/553] Time 2.431 Data 0.001 Err 0.3604 top1 6.250 top5 2.344 | Epoch: [37][500/553] Time 2.455 Data 0.001 Err 0.3016 top1 7.031 top5 3.906 | Epoch: [37][501/553] Time 2.431 Data 0.001 Err 0.3938 top1 8.594 top5 3.906 | Epoch: [37][502/553] Time 2.438 Data 0.000 Err 0.4613 top1 15.625 top5 1.562 | Epoch: [37][503/553] Time 2.480 Data 0.001 Err 0.3075 top1 7.031 top5 2.344 | Epoch: [37][504/553] Time 2.439 Data 0.001 Err 0.2723 top1 7.812 top5 1.562 | Epoch: [37][505/553] Time 2.482 Data 0.001 Err 0.5215 top1 15.625 top5 5.469 | Epoch: [37][506/553] Time 2.439 Data 0.001 Err 0.2786 top1 6.250 top5 0.781 | Epoch: [37][507/553] Time 2.436 Data 0.001 Err 0.2900 top1 8.594 top5 3.125 | Epoch: [37][508/553] Time 2.487 Data 0.001 Err 0.4938 top1 14.062 top5 5.469 | Epoch: [37][509/553] Time 2.446 Data 0.001 Err 0.3729 top1 11.719 top5 0.781 | Epoch: [37][510/553] Time 2.480 Data 0.000 Err 0.4673 top1 11.719 top5 4.688 | Epoch: [37][511/553] Time 2.472 Data 0.001 Err 0.3473 top1 8.594 top5 2.344 | Epoch: [37][512/553] Time 2.487 Data 0.001 Err 0.3908 top1 10.938 top5 5.469 | Epoch: [37][513/553] Time 2.462 Data 0.001 Err 0.4633 top1 12.500 top5 3.906 | Epoch: [37][514/553] Time 2.439 Data 0.001 Err 0.2984 top1 10.156 top5 1.562 | Epoch: [37][515/553] Time 2.478 Data 0.001 Err 0.2743 top1 6.250 top5 2.344 | Epoch: [37][516/553] Time 2.443 Data 0.001 Err 0.3224 top1 7.031 top5 2.344 | Epoch: [37][517/553] Time 2.441 Data 0.001 Err 0.2932 top1 6.250 top5 0.781 | Epoch: [37][518/553] Time 2.474 Data 0.001 Err 0.3295 top1 7.031 top5 3.906 | Epoch: [37][519/553] Time 2.435 Data 0.001 Err 0.3676 top1 9.375 top5 1.562 | Epoch: [37][520/553] Time 2.435 Data 0.001 Err 0.2968 top1 8.594 top5 1.562 | Epoch: [37][521/553] Time 2.486 Data 0.000 Err 0.3690 top1 9.375 top5 2.344 | Epoch: [37][522/553] Time 2.439 Data 0.001 Err 0.5024 top1 10.938 top5 4.688 | Epoch: [37][523/553] Time 2.434 Data 0.001 Err 0.4712 top1 12.500 top5 5.469 | Epoch: [37][524/553] Time 2.443 Data 0.001 Err 0.2777 top1 8.594 top5 2.344 | Epoch: [37][525/553] Time 2.438 Data 0.001 Err 0.4355 top1 12.500 top5 3.125 | Epoch: [37][526/553] Time 2.441 Data 0.004 Err 0.3473 top1 9.375 top5 1.562 | Epoch: [37][527/553] Time 2.435 Data 0.001 Err 0.4700 top1 14.062 top5 3.906 | Epoch: [37][528/553] Time 2.483 Data 0.001 Err 0.4512 top1 10.156 top5 3.906 | Epoch: [37][529/553] Time 2.447 Data 0.000 Err 0.3936 top1 10.938 top5 3.906 | Epoch: [37][530/553] Time 2.432 Data 0.001 Err 0.4833 top1 12.500 top5 3.906 | Epoch: [37][531/553] Time 2.457 Data 0.001 Err 0.3476 top1 9.375 top5 4.688 | Epoch: [37][532/553] Time 2.436 Data 0.001 Err 0.3948 top1 10.938 top5 3.125 | Epoch: [37][533/553] Time 2.494 Data 0.001 Err 0.4442 top1 13.281 top5 4.688 | Epoch: [37][534/553] Time 2.440 Data 0.001 Err 0.2572 top1 6.250 top5 2.344 | Epoch: [37][535/553] Time 2.435 Data 0.001 Err 0.3835 top1 10.938 top5 3.125 | Epoch: [37][536/553] Time 2.490 Data 0.001 Err 0.5149 top1 12.500 top5 5.469 | Epoch: [37][537/553] Time 2.437 Data 0.001 Err 0.2579 top1 6.250 top5 2.344 | Epoch: [37][538/553] Time 2.437 Data 0.001 Err 0.3299 top1 8.594 top5 1.562 | Epoch: [37][539/553] Time 2.436 Data 0.001 Err 0.4935 top1 14.062 top5 2.344 | Epoch: [37][540/553] Time 2.454 Data 0.000 Err 0.3446 top1 10.156 top5 1.562 | Epoch: [37][541/553] Time 2.465 Data 0.001 Err 0.2883 top1 5.469 top5 2.344 | Epoch: [37][542/553] Time 2.445 Data 0.001 Err 0.3795 top1 13.281 top5 3.125 | Epoch: [37][543/553] Time 2.481 Data 0.000 Err 0.3112 top1 8.594 top5 2.344 | Epoch: [37][544/553] Time 2.441 Data 0.000 Err 0.3954 top1 10.156 top5 3.125 | Epoch: [37][545/553] Time 2.449 Data 0.000 Err 0.3215 top1 7.031 top5 2.344 | Epoch: [37][546/553] Time 2.436 Data 0.000 Err 0.4090 top1 11.719 top5 2.344 | Epoch: [37][547/553] Time 2.442 Data 0.000 Err 0.3815 top1 11.719 top5 3.125 | Epoch: [37][548/553] Time 2.437 Data 0.000 Err 0.2693 top1 6.250 top5 3.125 | Epoch: [37][549/553] Time 2.429 Data 0.000 Err 0.2924 top1 9.375 top5 0.000 | Epoch: [37][550/553] Time 2.440 Data 0.000 Err 0.2843 top1 9.375 top5 1.562 | Epoch: [37][551/553] Time 2.439 Data 0.000 Err 0.4081 top1 11.719 top5 3.125 | Epoch: [37][552/553] Time 2.482 Data 0.000 Err 0.3474 top1 11.719 top5 2.344 | Epoch: [37][553/553] Time 1.026 Data 0.000 Err 0.3476 top1 11.364 top5 0.000 | Test: [37][1/198] Time 2.182 Data 1.463 top1 13.281 ( 13.281) top5 2.344 ( 2.344) | Test: [37][2/198] Time 0.719 Data 0.001 top1 7.031 ( 10.156) top5 3.125 ( 2.734) | Test: [37][3/198] Time 0.720 Data 0.000 top1 11.719 ( 10.677) top5 1.562 ( 2.344) | Test: [37][4/198] Time 0.713 Data 0.001 top1 7.812 ( 9.961) top5 0.781 ( 1.953) | Test: [37][5/198] Time 0.717 Data 0.001 top1 4.688 ( 8.906) top5 0.781 ( 1.719) | Test: [37][6/198] Time 0.716 Data 0.001 top1 7.812 ( 8.724) top5 1.562 ( 1.693) | Test: [37][7/198] Time 0.713 Data 0.001 top1 12.500 ( 9.263) top5 1.562 ( 1.674) | Test: [37][8/198] Time 0.716 Data 0.001 top1 7.812 ( 9.082) top5 0.781 ( 1.562) | Test: [37][9/198] Time 0.712 Data 0.001 top1 10.938 ( 9.288) top5 2.344 ( 1.649) | Test: [37][10/198] Time 0.720 Data 0.001 top1 8.594 ( 9.219) top5 1.562 ( 1.641) | Test: [37][11/198] Time 0.716 Data 0.003 top1 17.188 ( 9.943) top5 2.344 ( 1.705) | Test: [37][12/198] Time 0.714 Data 0.001 top1 7.812 ( 9.766) top5 1.562 ( 1.693) | Test: [37][13/198] Time 0.715 Data 0.001 top1 10.938 ( 9.856) top5 1.562 ( 1.683) | Test: [37][14/198] Time 0.715 Data 0.001 top1 13.281 ( 10.100) top5 3.125 ( 1.786) | Test: [37][15/198] Time 0.719 Data 0.001 top1 14.062 ( 10.365) top5 2.344 ( 1.823) | Test: [37][16/198] Time 0.718 Data 0.001 top1 12.500 ( 10.498) top5 1.562 ( 1.807) | Test: [37][17/198] Time 0.716 Data 0.001 top1 12.500 ( 10.616) top5 1.562 ( 1.792) | Test: [37][18/198] Time 0.721 Data 0.001 top1 10.938 ( 10.634) top5 0.781 ( 1.736) | Test: [37][19/198] Time 0.719 Data 0.001 top1 10.156 ( 10.609) top5 1.562 ( 1.727) | Test: [37][20/198] Time 0.725 Data 0.001 top1 16.406 ( 10.898) top5 3.906 ( 1.836) | Test: [37][21/198] Time 0.716 Data 0.001 top1 12.500 ( 10.975) top5 2.344 ( 1.860) | Test: [37][22/198] Time 0.717 Data 0.001 top1 12.500 ( 11.044) top5 2.344 ( 1.882) | Test: [37][23/198] Time 0.717 Data 0.001 top1 10.156 ( 11.005) top5 4.688 ( 2.004) | Test: [37][24/198] Time 0.713 Data 0.001 top1 9.375 ( 10.938) top5 1.562 ( 1.986) | Test: [37][25/198] Time 0.717 Data 0.001 top1 14.844 ( 11.094) top5 3.906 ( 2.062) | Test: [37][26/198] Time 0.715 Data 0.001 top1 16.406 ( 11.298) top5 3.906 ( 2.133) | Test: [37][27/198] Time 0.721 Data 0.001 top1 11.719 ( 11.314) top5 3.906 ( 2.199) | Test: [37][28/198] Time 0.721 Data 0.004 top1 15.625 ( 11.468) top5 1.562 ( 2.176) | Test: [37][29/198] Time 0.717 Data 0.001 top1 13.281 ( 11.530) top5 5.469 ( 2.290) | Test: [37][30/198] Time 0.718 Data 0.002 top1 19.531 ( 11.797) top5 5.469 ( 2.396) | Test: [37][31/198] Time 0.711 Data 0.001 top1 12.500 ( 11.820) top5 2.344 ( 2.394) | Test: [37][32/198] Time 0.723 Data 0.001 top1 10.156 ( 11.768) top5 1.562 ( 2.368) | Test: [37][33/198] Time 0.713 Data 0.001 top1 14.844 ( 11.861) top5 4.688 ( 2.438) | Test: [37][34/198] Time 0.715 Data 0.001 top1 16.406 ( 11.994) top5 1.562 ( 2.413) | Test: [37][35/198] Time 0.715 Data 0.001 top1 9.375 ( 11.920) top5 0.781 ( 2.366) | Test: [37][36/198] Time 0.715 Data 0.001 top1 10.938 ( 11.892) top5 0.781 ( 2.322) | Test: [37][37/198] Time 0.714 Data 0.001 top1 12.500 ( 11.909) top5 2.344 ( 2.323) | Test: [37][38/198] Time 0.719 Data 0.001 top1 11.719 ( 11.904) top5 5.469 ( 2.405) | Test: [37][39/198] Time 0.722 Data 0.001 top1 9.375 ( 11.839) top5 1.562 ( 2.384) | Test: [37][40/198] Time 0.717 Data 0.001 top1 10.938 ( 11.816) top5 0.781 ( 2.344) | Test: [37][41/198] Time 0.720 Data 0.001 top1 10.938 ( 11.795) top5 3.125 ( 2.363) | Test: [37][42/198] Time 0.716 Data 0.001 top1 14.844 ( 11.868) top5 3.906 ( 2.400) | Test: [37][43/198] Time 0.718 Data 0.001 top1 8.594 ( 11.791) top5 0.781 ( 2.362) | Test: [37][44/198] Time 0.722 Data 0.001 top1 19.531 ( 11.967) top5 4.688 ( 2.415) | Test: [37][45/198] Time 0.720 Data 0.001 top1 10.938 ( 11.944) top5 1.562 ( 2.396) | Test: [37][46/198] Time 0.715 Data 0.001 top1 14.062 ( 11.990) top5 1.562 ( 2.378) | Test: [37][47/198] Time 0.720 Data 0.001 top1 19.531 ( 12.151) top5 3.125 ( 2.394) | Test: [37][48/198] Time 0.713 Data 0.001 top1 14.844 ( 12.207) top5 3.125 ( 2.409) | Test: [37][49/198] Time 0.722 Data 0.003 top1 16.406 ( 12.293) top5 3.906 ( 2.439) | Test: [37][50/198] Time 0.717 Data 0.001 top1 7.812 ( 12.203) top5 0.781 ( 2.406) | Test: [37][51/198] Time 0.721 Data 0.001 top1 14.844 ( 12.255) top5 3.906 ( 2.436) | Test: [37][52/198] Time 0.721 Data 0.001 top1 15.625 ( 12.320) top5 3.906 ( 2.464) | Test: [37][53/198] Time 0.722 Data 0.001 top1 10.938 ( 12.294) top5 3.125 ( 2.476) | Test: [37][54/198] Time 0.725 Data 0.001 top1 17.188 ( 12.384) top5 5.469 ( 2.532) | Test: [37][55/198] Time 0.715 Data 0.001 top1 12.500 ( 12.386) top5 3.906 ( 2.557) | Test: [37][56/198] Time 0.718 Data 0.001 top1 14.844 ( 12.430) top5 2.344 ( 2.553) | Test: [37][57/198] Time 0.713 Data 0.001 top1 14.062 ( 12.459) top5 3.125 ( 2.563) | Test: [37][58/198] Time 0.717 Data 0.001 top1 15.625 ( 12.513) top5 1.562 ( 2.546) | Test: [37][59/198] Time 0.721 Data 0.001 top1 12.500 ( 12.513) top5 2.344 ( 2.542) | Test: [37][60/198] Time 0.720 Data 0.001 top1 18.750 ( 12.617) top5 2.344 ( 2.539) | Test: [37][61/198] Time 0.721 Data 0.001 top1 8.594 ( 12.551) top5 0.781 ( 2.510) | Test: [37][62/198] Time 0.717 Data 0.001 top1 9.375 ( 12.500) top5 2.344 ( 2.508) | Test: [37][63/198] Time 0.720 Data 0.001 top1 11.719 ( 12.488) top5 3.906 ( 2.530) | Test: [37][64/198] Time 0.720 Data 0.001 top1 10.938 ( 12.463) top5 2.344 ( 2.527) | Test: [37][65/198] Time 0.713 Data 0.001 top1 12.500 ( 12.464) top5 1.562 ( 2.512) | Test: [37][66/198] Time 0.720 Data 0.001 top1 10.156 ( 12.429) top5 3.125 ( 2.521) | Test: [37][67/198] Time 0.715 Data 0.001 top1 18.750 ( 12.523) top5 4.688 ( 2.554) | Test: [37][68/198] Time 0.714 Data 0.001 top1 6.250 ( 12.431) top5 0.000 ( 2.516) | Test: [37][69/198] Time 0.719 Data 0.001 top1 10.156 ( 12.398) top5 2.344 ( 2.514) | Test: [37][70/198] Time 0.716 Data 0.001 top1 12.500 ( 12.400) top5 2.344 ( 2.511) | Test: [37][71/198] Time 0.724 Data 0.002 top1 14.844 ( 12.434) top5 0.000 ( 2.476) | Test: [37][72/198] Time 0.716 Data 0.001 top1 13.281 ( 12.446) top5 3.125 ( 2.485) | Test: [37][73/198] Time 0.728 Data 0.001 top1 13.281 ( 12.457) top5 2.344 ( 2.483) | Test: [37][74/198] Time 0.726 Data 0.001 top1 11.719 ( 12.447) top5 2.344 ( 2.481) | Test: [37][75/198] Time 0.725 Data 0.001 top1 15.625 ( 12.490) top5 2.344 ( 2.479) | Test: [37][76/198] Time 0.736 Data 0.001 top1 14.062 ( 12.510) top5 2.344 ( 2.477) | Test: [37][77/198] Time 0.733 Data 0.005 top1 15.625 ( 12.551) top5 3.125 ( 2.486) | Test: [37][78/198] Time 0.722 Data 0.000 top1 10.156 ( 12.520) top5 1.562 ( 2.474) | Test: [37][79/198] Time 0.721 Data 0.004 top1 14.062 ( 12.540) top5 3.906 ( 2.492) | Test: [37][80/198] Time 0.723 Data 0.001 top1 13.281 ( 12.549) top5 3.906 ( 2.510) | Test: [37][81/198] Time 0.712 Data 0.001 top1 13.281 ( 12.558) top5 3.906 ( 2.527) | Test: [37][82/198] Time 0.717 Data 0.001 top1 9.375 ( 12.519) top5 0.781 ( 2.506) | Test: [37][83/198] Time 0.716 Data 0.001 top1 14.062 ( 12.538) top5 1.562 ( 2.494) | Test: [37][84/198] Time 0.720 Data 0.001 top1 10.938 ( 12.519) top5 2.344 ( 2.493) | Test: [37][85/198] Time 0.720 Data 0.001 top1 14.844 ( 12.546) top5 4.688 ( 2.518) | Test: [37][86/198] Time 0.714 Data 0.001 top1 10.156 ( 12.518) top5 3.125 ( 2.525) | Test: [37][87/198] Time 0.713 Data 0.001 top1 14.062 ( 12.536) top5 3.906 ( 2.541) | Test: [37][88/198] Time 0.716 Data 0.001 top1 12.500 ( 12.536) top5 0.781 ( 2.521) | Test: [37][89/198] Time 0.711 Data 0.001 top1 10.938 ( 12.518) top5 3.125 ( 2.528) | Test: [37][90/198] Time 0.718 Data 0.001 top1 11.719 ( 12.509) top5 3.906 ( 2.543) | Test: [37][91/198] Time 0.712 Data 0.001 top1 16.406 ( 12.552) top5 3.125 ( 2.550) | Test: [37][92/198] Time 0.727 Data 0.001 top1 15.625 ( 12.585) top5 0.781 ( 2.531) | Test: [37][93/198] Time 0.730 Data 0.001 top1 12.500 ( 12.584) top5 1.562 ( 2.520) | Test: [37][94/198] Time 0.724 Data 0.001 top1 10.156 ( 12.558) top5 1.562 ( 2.510) | Test: [37][95/198] Time 0.731 Data 0.001 top1 10.938 ( 12.541) top5 3.125 ( 2.516) | Test: [37][96/198] Time 0.725 Data 0.001 top1 11.719 ( 12.533) top5 2.344 ( 2.515) | Test: [37][97/198] Time 0.737 Data 0.001 top1 8.594 ( 12.492) top5 0.000 ( 2.489) | Test: [37][98/198] Time 0.736 Data 0.001 top1 10.938 ( 12.476) top5 2.344 ( 2.487) | Test: [37][99/198] Time 0.736 Data 0.001 top1 10.156 ( 12.453) top5 0.000 ( 2.462) | Test: [37][100/198] Time 0.718 Data 0.002 top1 17.969 ( 12.508) top5 2.344 ( 2.461) | Test: [37][101/198] Time 0.713 Data 0.001 top1 12.500 ( 12.508) top5 0.781 ( 2.444) | Test: [37][102/198] Time 0.718 Data 0.001 top1 9.375 ( 12.477) top5 0.781 ( 2.428) | Test: [37][103/198] Time 0.716 Data 0.001 top1 12.500 ( 12.477) top5 2.344 ( 2.427) | Test: [37][104/198] Time 0.715 Data 0.001 top1 10.938 ( 12.462) top5 2.344 ( 2.426) | Test: [37][105/198] Time 0.720 Data 0.001 top1 8.594 ( 12.426) top5 3.906 ( 2.440) | Test: [37][106/198] Time 0.760 Data 0.001 top1 14.844 ( 12.448) top5 2.344 ( 2.440) | Test: [37][107/198] Time 0.720 Data 0.001 top1 12.500 ( 12.449) top5 3.125 ( 2.446) | Test: [37][108/198] Time 0.718 Data 0.001 top1 12.500 ( 12.449) top5 1.562 ( 2.438) | Test: [37][109/198] Time 0.721 Data 0.001 top1 8.594 ( 12.414) top5 2.344 ( 2.437) | Test: [37][110/198] Time 0.719 Data 0.001 top1 12.500 ( 12.415) top5 0.781 ( 2.422) | Test: [37][111/198] Time 0.712 Data 0.001 top1 10.156 ( 12.394) top5 1.562 ( 2.414) | Test: [37][112/198] Time 0.713 Data 0.001 top1 14.062 ( 12.409) top5 1.562 ( 2.407) | Test: [37][113/198] Time 0.715 Data 0.001 top1 10.938 ( 12.396) top5 0.781 ( 2.392) | Test: [37][114/198] Time 0.712 Data 0.001 top1 7.812 ( 12.356) top5 3.125 ( 2.399) | Test: [37][115/198] Time 0.714 Data 0.001 top1 15.625 ( 12.385) top5 4.688 ( 2.418) | Test: [37][116/198] Time 0.724 Data 0.001 top1 10.156 ( 12.365) top5 0.781 ( 2.404) | Test: [37][117/198] Time 0.715 Data 0.001 top1 12.500 ( 12.366) top5 0.781 ( 2.390) | Test: [37][118/198] Time 0.721 Data 0.001 top1 21.875 ( 12.447) top5 8.594 ( 2.443) | Test: [37][119/198] Time 0.716 Data 0.001 top1 17.969 ( 12.493) top5 3.125 ( 2.449) | Test: [37][120/198] Time 0.714 Data 0.001 top1 16.406 ( 12.526) top5 4.688 ( 2.467) | Test: [37][121/198] Time 0.712 Data 0.001 top1 9.375 ( 12.500) top5 1.562 ( 2.460) | Test: [37][122/198] Time 0.714 Data 0.001 top1 17.188 ( 12.538) top5 3.125 ( 2.465) | Test: [37][123/198] Time 0.724 Data 0.001 top1 10.938 ( 12.525) top5 3.125 ( 2.471) | Test: [37][124/198] Time 0.715 Data 0.001 top1 16.406 ( 12.557) top5 3.906 ( 2.482) | Test: [37][125/198] Time 0.711 Data 0.001 top1 14.844 ( 12.575) top5 2.344 ( 2.481) | Test: [37][126/198] Time 0.712 Data 0.001 top1 15.625 ( 12.599) top5 3.125 ( 2.486) | Test: [37][127/198] Time 0.717 Data 0.001 top1 14.844 ( 12.617) top5 3.125 ( 2.491) | Test: [37][128/198] Time 0.716 Data 0.001 top1 10.156 ( 12.598) top5 1.562 ( 2.484) | Test: [37][129/198] Time 0.721 Data 0.001 top1 10.938 ( 12.585) top5 3.125 ( 2.489) | Test: [37][130/198] Time 0.734 Data 0.001 top1 7.812 ( 12.548) top5 0.781 ( 2.476) | Test: [37][131/198] Time 0.726 Data 0.001 top1 12.500 ( 12.548) top5 0.781 ( 2.463) | Test: [37][132/198] Time 0.726 Data 0.001 top1 15.625 ( 12.571) top5 5.469 ( 2.486) | Test: [37][133/198] Time 0.738 Data 0.001 top1 12.500 ( 12.570) top5 1.562 ( 2.479) | Test: [37][134/198] Time 0.723 Data 0.001 top1 14.062 ( 12.582) top5 3.125 ( 2.484) | Test: [37][135/198] Time 0.730 Data 0.005 top1 10.156 ( 12.564) top5 1.562 ( 2.477) | Test: [37][136/198] Time 0.721 Data 0.001 top1 15.625 ( 12.586) top5 3.906 ( 2.487) | Test: [37][137/198] Time 0.717 Data 0.001 top1 13.281 ( 12.591) top5 2.344 ( 2.486) | Test: [37][138/198] Time 0.714 Data 0.001 top1 13.281 ( 12.596) top5 1.562 ( 2.480) | Test: [37][139/198] Time 0.710 Data 0.001 top1 16.406 ( 12.624) top5 3.125 ( 2.484) | Test: [37][140/198] Time 0.718 Data 0.001 top1 13.281 ( 12.628) top5 3.125 ( 2.489) | Test: [37][141/198] Time 0.714 Data 0.001 top1 10.938 ( 12.616) top5 2.344 ( 2.488) | Test: [37][142/198] Time 0.715 Data 0.001 top1 13.281 ( 12.621) top5 2.344 ( 2.487) | Test: [37][143/198] Time 0.714 Data 0.001 top1 9.375 ( 12.598) top5 1.562 ( 2.480) | Test: [37][144/198] Time 0.720 Data 0.001 top1 10.156 ( 12.581) top5 0.781 ( 2.469) | Test: [37][145/198] Time 0.714 Data 0.001 top1 17.188 ( 12.613) top5 2.344 ( 2.468) | Test: [37][146/198] Time 0.717 Data 0.001 top1 11.719 ( 12.607) top5 3.906 ( 2.478) | Test: [37][147/198] Time 0.723 Data 0.001 top1 8.594 ( 12.580) top5 0.781 ( 2.466) | Test: [37][148/198] Time 0.724 Data 0.001 top1 10.938 ( 12.569) top5 1.562 ( 2.460) | Test: [37][149/198] Time 0.728 Data 0.001 top1 7.031 ( 12.531) top5 1.562 ( 2.454) | Test: [37][150/198] Time 0.726 Data 0.001 top1 14.062 ( 12.542) top5 0.781 ( 2.443) | Test: [37][151/198] Time 0.720 Data 0.001 top1 15.625 ( 12.562) top5 2.344 ( 2.442) | Test: [37][152/198] Time 0.722 Data 0.001 top1 19.531 ( 12.608) top5 2.344 ( 2.441) | Test: [37][153/198] Time 0.715 Data 0.001 top1 12.500 ( 12.607) top5 3.906 ( 2.451) | Test: [37][154/198] Time 0.718 Data 0.001 top1 11.719 ( 12.601) top5 2.344 ( 2.450) | Test: [37][155/198] Time 0.717 Data 0.001 top1 10.938 ( 12.591) top5 1.562 ( 2.445) | Test: [37][156/198] Time 0.722 Data 0.001 top1 10.156 ( 12.575) top5 4.688 ( 2.459) | Test: [37][157/198] Time 0.718 Data 0.001 top1 18.750 ( 12.614) top5 2.344 ( 2.458) | Test: [37][158/198] Time 0.720 Data 0.001 top1 8.594 ( 12.589) top5 2.344 ( 2.457) | Test: [37][159/198] Time 0.718 Data 0.001 top1 8.594 ( 12.564) top5 0.781 ( 2.447) | Test: [37][160/198] Time 0.719 Data 0.001 top1 15.625 ( 12.583) top5 3.125 ( 2.451) | Test: [37][161/198] Time 0.727 Data 0.001 top1 10.156 ( 12.568) top5 1.562 ( 2.446) | Test: [37][162/198] Time 0.765 Data 0.001 top1 10.938 ( 12.558) top5 1.562 ( 2.440) | Test: [37][163/198] Time 0.725 Data 0.001 top1 14.844 ( 12.572) top5 5.469 ( 2.459) | Test: [37][164/198] Time 0.713 Data 0.001 top1 10.156 ( 12.557) top5 3.906 ( 2.468) | Test: [37][165/198] Time 0.709 Data 0.001 top1 9.375 ( 12.538) top5 0.000 ( 2.453) | Test: [37][166/198] Time 0.720 Data 0.001 top1 14.844 ( 12.552) top5 2.344 ( 2.452) | Test: [37][167/198] Time 0.710 Data 0.001 top1 15.625 ( 12.570) top5 3.125 ( 2.456) | Test: [37][168/198] Time 0.717 Data 0.001 top1 14.844 ( 12.584) top5 3.125 ( 2.460) | Test: [37][169/198] Time 0.716 Data 0.001 top1 10.938 ( 12.574) top5 0.781 ( 2.450) | Test: [37][170/198] Time 0.714 Data 0.001 top1 9.375 ( 12.555) top5 2.344 ( 2.449) | Test: [37][171/198] Time 0.717 Data 0.001 top1 10.156 ( 12.541) top5 2.344 ( 2.449) | Test: [37][172/198] Time 0.717 Data 0.001 top1 10.938 ( 12.532) top5 2.344 ( 2.448) | Test: [37][173/198] Time 0.720 Data 0.001 top1 11.719 ( 12.527) top5 3.125 ( 2.452) | Test: [37][174/198] Time 0.715 Data 0.001 top1 14.844 ( 12.540) top5 0.000 ( 2.438) | Test: [37][175/198] Time 0.714 Data 0.001 top1 10.156 ( 12.527) top5 2.344 ( 2.438) | Test: [37][176/198] Time 0.715 Data 0.001 top1 7.031 ( 12.496) top5 1.562 ( 2.433) | Test: [37][177/198] Time 0.710 Data 0.001 top1 6.250 ( 12.460) top5 1.562 ( 2.428) | Test: [37][178/198] Time 0.717 Data 0.001 top1 10.156 ( 12.447) top5 3.125 ( 2.432) | Test: [37][179/198] Time 0.714 Data 0.001 top1 10.156 ( 12.435) top5 3.906 ( 2.440) | Test: [37][180/198] Time 0.721 Data 0.001 top1 16.406 ( 12.457) top5 3.125 ( 2.444) | Test: [37][181/198] Time 0.722 Data 0.003 top1 11.719 ( 12.453) top5 3.906 ( 2.452) | Test: [37][182/198] Time 0.738 Data 0.001 top1 14.844 ( 12.466) top5 3.906 ( 2.460) | Test: [37][183/198] Time 0.734 Data 0.003 top1 14.062 ( 12.474) top5 3.906 ( 2.468) | Test: [37][184/198] Time 0.742 Data 0.002 top1 10.938 ( 12.466) top5 0.000 ( 2.454) | Test: [37][185/198] Time 0.733 Data 0.001 top1 8.594 ( 12.445) top5 1.562 ( 2.449) | Test: [37][186/198] Time 0.727 Data 0.002 top1 12.500 ( 12.445) top5 2.344 ( 2.449) | Test: [37][187/198] Time 0.726 Data 0.001 top1 10.938 ( 12.437) top5 1.562 ( 2.444) | Test: [37][188/198] Time 0.722 Data 0.000 top1 15.625 ( 12.454) top5 2.344 ( 2.443) | Test: [37][189/198] Time 0.710 Data 0.000 top1 16.406 ( 12.475) top5 3.125 ( 2.447) | Test: [37][190/198] Time 0.717 Data 0.000 top1 14.844 ( 12.488) top5 1.562 ( 2.442) | Test: [37][191/198] Time 0.719 Data 0.000 top1 11.719 ( 12.484) top5 3.125 ( 2.446) | Test: [37][192/198] Time 0.734 Data 0.001 top1 11.719 ( 12.480) top5 1.562 ( 2.441) | Test: [37][193/198] Time 0.718 Data 0.000 top1 7.812 ( 12.455) top5 1.562 ( 2.437) | Test: [37][194/198] Time 0.722 Data 0.000 top1 10.938 ( 12.448) top5 3.906 ( 2.444) | Test: [37][195/198] Time 0.714 Data 0.000 top1 18.750 ( 12.480) top5 4.688 ( 2.456) | Test: [37][196/198] Time 0.708 Data 0.000 top1 14.062 ( 12.488) top5 0.781 ( 2.447) | Test: [37][197/198] Time 0.257 Data 0.000 top1 8.824 ( 12.469) top5 0.000 ( 2.435) | Test: [37][198/198] Time 0.712 Data 0.000 top1 8.594 ( 12.450) top5 3.125 ( 2.438) * Finished epoch # 37 top1: 12.450 top5: 2.438 * Best model 12.44986631016 2.438446969697 Epoch 38 => Training epoch # 38 | Epoch: [38][1/553] Time 5.171 Data 2.625 Err 0.2189 top1 5.469 top5 0.781 | Epoch: [38][2/553] Time 2.420 Data 0.001 Err 0.4563 top1 11.719 top5 1.562 | Epoch: [38][3/553] Time 2.439 Data 0.001 Err 0.3417 top1 8.594 top5 3.125 | Epoch: [38][4/553] Time 2.423 Data 0.001 Err 0.3254 top1 9.375 top5 2.344 | Epoch: [38][5/553] Time 2.421 Data 0.001 Err 0.2878 top1 8.594 top5 0.781 | Epoch: [38][6/553] Time 2.423 Data 0.001 Err 0.2541 top1 7.031 top5 0.000 | Epoch: [38][7/553] Time 2.429 Data 0.001 Err 0.2960 top1 5.469 top5 2.344 | Epoch: [38][8/553] Time 2.425 Data 0.001 Err 0.3700 top1 10.156 top5 3.125 | Epoch: [38][9/553] Time 2.428 Data 0.001 Err 0.5401 top1 13.281 top5 5.469 | Epoch: [38][10/553] Time 2.423 Data 0.001 Err 0.2841 top1 9.375 top5 0.781 | Epoch: [38][11/553] Time 2.424 Data 0.001 Err 0.3013 top1 10.156 top5 3.125 | Epoch: [38][12/553] Time 2.425 Data 0.000 Err 0.2202 top1 4.688 top5 0.781 | Epoch: [38][13/553] Time 2.444 Data 0.001 Err 0.3206 top1 9.375 top5 3.125 | Epoch: [38][14/553] Time 2.429 Data 0.001 Err 0.2797 top1 8.594 top5 0.781 | Epoch: [38][15/553] Time 2.433 Data 0.001 Err 0.3990 top1 10.156 top5 2.344 | Epoch: [38][16/553] Time 2.430 Data 0.001 Err 0.2889 top1 7.812 top5 1.562 | Epoch: [38][17/553] Time 2.439 Data 0.001 Err 0.4070 top1 9.375 top5 4.688 | Epoch: [38][18/553] Time 2.507 Data 0.001 Err 0.3517 top1 10.938 top5 2.344 | Epoch: [38][19/553] Time 2.431 Data 0.001 Err 0.1574 top1 3.906 top5 0.000 | Epoch: [38][20/553] Time 2.436 Data 0.001 Err 0.3695 top1 10.156 top5 3.125 | Epoch: [38][21/553] Time 2.436 Data 0.000 Err 0.2814 top1 8.594 top5 1.562 | Epoch: [38][22/553] Time 2.431 Data 0.001 Err 0.3829 top1 10.156 top5 3.906 | Epoch: [38][23/553] Time 2.424 Data 0.000 Err 0.3805 top1 10.938 top5 3.125 | Epoch: [38][24/553] Time 2.436 Data 0.001 Err 0.6221 top1 17.188 top5 7.812 | Epoch: [38][25/553] Time 2.433 Data 0.001 Err 0.4349 top1 12.500 top5 1.562 | Epoch: [38][26/553] Time 2.451 Data 0.001 Err 0.3337 top1 7.812 top5 2.344 | Epoch: [38][27/553] Time 2.438 Data 0.001 Err 0.5424 top1 14.062 top5 3.906 | Epoch: [38][28/553] Time 2.439 Data 0.001 Err 0.3310 top1 7.812 top5 3.125 | Epoch: [38][29/553] Time 2.431 Data 0.001 Err 0.3038 top1 6.250 top5 3.125 | Epoch: [38][30/553] Time 2.462 Data 0.001 Err 0.3751 top1 7.812 top5 3.125 | Epoch: [38][31/553] Time 2.433 Data 0.001 Err 0.3621 top1 8.594 top5 3.125 | Epoch: [38][32/553] Time 2.454 Data 0.001 Err 0.4375 top1 13.281 top5 3.906 | Epoch: [38][33/553] Time 2.448 Data 0.000 Err 0.4301 top1 10.938 top5 3.906 | Epoch: [38][34/553] Time 2.442 Data 0.001 Err 0.2726 top1 7.812 top5 2.344 | Epoch: [38][35/553] Time 2.440 Data 0.001 Err 0.2430 top1 4.688 top5 2.344 | Epoch: [38][36/553] Time 2.442 Data 0.001 Err 0.2161 top1 6.250 top5 0.000 | Epoch: [38][37/553] Time 2.432 Data 0.001 Err 0.4277 top1 10.156 top5 3.906 | Epoch: [38][38/553] Time 2.437 Data 0.001 Err 0.3790 top1 10.156 top5 3.906 | Epoch: [38][39/553] Time 2.441 Data 0.001 Err 0.2632 top1 9.375 top5 0.781 | Epoch: [38][40/553] Time 2.454 Data 0.001 Err 0.3384 top1 11.719 top5 3.125 | Epoch: [38][41/553] Time 2.454 Data 0.001 Err 0.2865 top1 9.375 top5 3.125 | Epoch: [38][42/553] Time 2.477 Data 0.000 Err 0.3000 top1 7.812 top5 2.344 | Epoch: [38][43/553] Time 2.441 Data 0.001 Err 0.3377 top1 7.812 top5 2.344 | Epoch: [38][44/553] Time 2.436 Data 0.001 Err 0.4237 top1 11.719 top5 3.125 | Epoch: [38][45/553] Time 2.441 Data 0.004 Err 0.3632 top1 8.594 top5 1.562 | Epoch: [38][46/553] Time 2.453 Data 0.001 Err 0.5801 top1 14.062 top5 5.469 | Epoch: [38][47/553] Time 2.437 Data 0.001 Err 0.5365 top1 14.844 top5 4.688 | Epoch: [38][48/553] Time 2.443 Data 0.001 Err 0.3196 top1 7.812 top5 2.344 | Epoch: [38][49/553] Time 2.474 Data 0.001 Err 0.3553 top1 7.031 top5 3.125 | Epoch: [38][50/553] Time 2.437 Data 0.001 Err 0.2549 top1 7.031 top5 1.562 | Epoch: [38][51/553] Time 2.434 Data 0.001 Err 0.3326 top1 8.594 top5 0.781 | Epoch: [38][52/553] Time 2.439 Data 0.000 Err 0.3888 top1 8.594 top5 3.906 | Epoch: [38][53/553] Time 2.444 Data 0.001 Err 0.2347 top1 5.469 top5 0.781 | Epoch: [38][54/553] Time 2.434 Data 0.001 Err 0.3627 top1 8.594 top5 3.906 | Epoch: [38][55/553] Time 2.446 Data 0.001 Err 0.4479 top1 9.375 top5 4.688 | Epoch: [38][56/553] Time 2.443 Data 0.001 Err 0.4525 top1 10.938 top5 3.906 | Epoch: [38][57/553] Time 2.435 Data 0.001 Err 0.3227 top1 7.031 top5 2.344 | Epoch: [38][58/553] Time 2.432 Data 0.001 Err 0.4227 top1 13.281 top5 2.344 | Epoch: [38][59/553] Time 2.436 Data 0.001 Err 0.4901 top1 11.719 top5 5.469 | Epoch: [38][60/553] Time 2.492 Data 0.001 Err 0.3565 top1 9.375 top5 3.125 | Epoch: [38][61/553] Time 2.439 Data 0.001 Err 0.5044 top1 15.625 top5 3.125 | Epoch: [38][62/553] Time 2.444 Data 0.001 Err 0.2841 top1 7.031 top5 1.562 | Epoch: [38][63/553] Time 2.442 Data 0.001 Err 0.2890 top1 9.375 top5 0.781 | Epoch: [38][64/553] Time 2.464 Data 0.001 Err 0.3415 top1 10.156 top5 3.125 | Epoch: [38][65/553] Time 2.489 Data 0.001 Err 0.3077 top1 9.375 top5 0.781 | Epoch: [38][66/553] Time 2.443 Data 0.003 Err 0.3117 top1 5.469 top5 0.781 | Epoch: [38][67/553] Time 2.436 Data 0.001 Err 0.2634 top1 6.250 top5 0.781 | Epoch: [38][68/553] Time 2.453 Data 0.001 Err 0.4013 top1 12.500 top5 2.344 | Epoch: [38][69/553] Time 2.450 Data 0.001 Err 0.3736 top1 9.375 top5 3.906 | Epoch: [38][70/553] Time 2.442 Data 0.000 Err 0.3760 top1 9.375 top5 2.344 | Epoch: [38][71/553] Time 2.434 Data 0.000 Err 0.2660 top1 7.812 top5 3.125 | Epoch: [38][72/553] Time 2.447 Data 0.001 Err 0.3132 top1 8.594 top5 2.344 | Epoch: [38][73/553] Time 2.433 Data 0.001 Err 0.3697 top1 9.375 top5 2.344 | Epoch: [38][74/553] Time 2.445 Data 0.001 Err 0.2837 top1 7.812 top5 2.344 | Epoch: [38][75/553] Time 2.440 Data 0.001 Err 0.2836 top1 7.031 top5 0.781 | Epoch: [38][76/553] Time 2.444 Data 0.001 Err 0.3327 top1 8.594 top5 1.562 | Epoch: [38][77/553] Time 2.437 Data 0.001 Err 0.2932 top1 7.812 top5 3.125 | Epoch: [38][78/553] Time 2.444 Data 0.001 Err 0.4680 top1 13.281 top5 2.344 | Epoch: [38][79/553] Time 2.443 Data 0.001 Err 0.5172 top1 12.500 top5 7.031 | Epoch: [38][80/553] Time 2.432 Data 0.001 Err 0.3347 top1 9.375 top5 3.125 | Epoch: [38][81/553] Time 2.440 Data 0.001 Err 0.4866 top1 14.062 top5 5.469 | Epoch: [38][82/553] Time 2.438 Data 0.001 Err 0.4005 top1 10.156 top5 3.125 | Epoch: [38][83/553] Time 2.465 Data 0.001 Err 0.4641 top1 13.281 top5 3.125 | Epoch: [38][84/553] Time 2.473 Data 0.001 Err 0.3355 top1 8.594 top5 2.344 | Epoch: [38][85/553] Time 2.438 Data 0.006 Err 0.3239 top1 8.594 top5 3.125 | Epoch: [38][86/553] Time 2.464 Data 0.001 Err 0.3658 top1 8.594 top5 3.906 | Epoch: [38][87/553] Time 2.441 Data 0.001 Err 0.3797 top1 13.281 top5 2.344 | Epoch: [38][88/553] Time 2.438 Data 0.000 Err 0.2852 top1 7.031 top5 1.562 | Epoch: [38][89/553] Time 2.453 Data 0.001 Err 0.3096 top1 9.375 top5 1.562 | Epoch: [38][90/553] Time 2.453 Data 0.001 Err 0.2924 top1 7.031 top5 0.781 | Epoch: [38][91/553] Time 2.488 Data 0.001 Err 0.4807 top1 11.719 top5 4.688 | Epoch: [38][92/553] Time 2.434 Data 0.001 Err 0.3582 top1 10.156 top5 2.344 | Epoch: [38][93/553] Time 2.442 Data 0.001 Err 0.5053 top1 16.406 top5 4.688 | Epoch: [38][94/553] Time 2.484 Data 0.001 Err 0.5193 top1 10.938 top5 5.469 | Epoch: [38][95/553] Time 2.452 Data 0.001 Err 0.5900 top1 14.062 top5 6.250 | Epoch: [38][96/553] Time 2.436 Data 0.001 Err 0.3946 top1 13.281 top5 1.562 | Epoch: [38][97/553] Time 2.521 Data 0.000 Err 0.2933 top1 10.938 top5 0.781 | Epoch: [38][98/553] Time 2.460 Data 0.001 Err 0.3426 top1 11.719 top5 1.562 | Epoch: [38][99/553] Time 2.439 Data 0.000 Err 0.3816 top1 10.156 top5 2.344 | Epoch: [38][100/553] Time 2.439 Data 0.001 Err 0.4172 top1 10.938 top5 2.344 | Epoch: [38][101/553] Time 2.449 Data 0.001 Err 0.5172 top1 14.062 top5 4.688 | Epoch: [38][102/553] Time 2.442 Data 0.001 Err 0.3153 top1 8.594 top5 0.781 | Epoch: [38][103/553] Time 2.497 Data 0.001 Err 0.3304 top1 12.500 top5 3.125 | Epoch: [38][104/553] Time 2.449 Data 0.002 Err 0.5504 top1 12.500 top5 7.812 | Epoch: [38][105/553] Time 2.441 Data 0.000 Err 0.3750 top1 10.156 top5 3.125 | Epoch: [38][106/553] Time 2.441 Data 0.001 Err 0.4247 top1 9.375 top5 3.125 | Epoch: [38][107/553] Time 2.474 Data 0.001 Err 0.2960 top1 9.375 top5 3.125 | Epoch: [38][108/553] Time 2.439 Data 0.001 Err 0.3088 top1 7.812 top5 3.125 | Epoch: [38][109/553] Time 2.504 Data 0.001 Err 0.5132 top1 14.844 top5 4.688 | Epoch: [38][110/553] Time 2.438 Data 0.001 Err 0.4005 top1 9.375 top5 3.906 | Epoch: [38][111/553] Time 2.447 Data 0.001 Err 0.4113 top1 11.719 top5 2.344 | Epoch: [38][112/553] Time 2.473 Data 0.001 Err 0.2736 top1 4.688 top5 3.125 | Epoch: [38][113/553] Time 2.456 Data 0.001 Err 0.2454 top1 7.031 top5 0.781 | Epoch: [38][114/553] Time 2.490 Data 0.001 Err 0.2964 top1 7.812 top5 2.344 | Epoch: [38][115/553] Time 2.432 Data 0.001 Err 0.2379 top1 8.594 top5 0.000 | Epoch: [38][116/553] Time 2.434 Data 0.001 Err 0.3284 top1 7.812 top5 2.344 | Epoch: [38][117/553] Time 2.508 Data 0.001 Err 0.3807 top1 8.594 top5 3.125 | Epoch: [38][118/553] Time 2.502 Data 0.000 Err 0.3422 top1 9.375 top5 0.781 | Epoch: [38][119/553] Time 2.449 Data 0.001 Err 0.3693 top1 11.719 top5 2.344 | Epoch: [38][120/553] Time 2.443 Data 0.001 Err 0.4046 top1 10.938 top5 3.906 | Epoch: [38][121/553] Time 2.466 Data 0.001 Err 0.3000 top1 6.250 top5 2.344 | Epoch: [38][122/553] Time 2.434 Data 0.001 Err 0.4416 top1 14.844 top5 3.125 | Epoch: [38][123/553] Time 2.438 Data 0.001 Err 0.4606 top1 14.062 top5 3.125 | Epoch: [38][124/553] Time 2.442 Data 0.001 Err 0.3187 top1 5.469 top5 2.344 | Epoch: [38][125/553] Time 2.470 Data 0.001 Err 0.4306 top1 11.719 top5 5.469 | Epoch: [38][126/553] Time 2.455 Data 0.001 Err 0.2957 top1 7.812 top5 1.562 | Epoch: [38][127/553] Time 2.456 Data 0.001 Err 0.3794 top1 9.375 top5 2.344 | Epoch: [38][128/553] Time 2.447 Data 0.001 Err 0.3379 top1 6.250 top5 2.344 | Epoch: [38][129/553] Time 2.440 Data 0.001 Err 0.3317 top1 10.156 top5 1.562 | Epoch: [38][130/553] Time 2.439 Data 0.001 Err 0.4232 top1 10.938 top5 2.344 | Epoch: [38][131/553] Time 2.470 Data 0.001 Err 0.2315 top1 5.469 top5 0.781 | Epoch: [38][132/553] Time 2.465 Data 0.001 Err 0.4738 top1 12.500 top5 3.906 | Epoch: [38][133/553] Time 2.483 Data 0.001 Err 0.3880 top1 10.938 top5 3.906 | Epoch: [38][134/553] Time 2.435 Data 0.001 Err 0.3161 top1 12.500 top5 1.562 | Epoch: [38][135/553] Time 2.440 Data 0.001 Err 0.3469 top1 8.594 top5 3.125 | Epoch: [38][136/553] Time 2.510 Data 0.001 Err 0.3626 top1 9.375 top5 3.906 | Epoch: [38][137/553] Time 2.469 Data 0.000 Err 0.2733 top1 5.469 top5 3.125 | Epoch: [38][138/553] Time 2.451 Data 0.001 Err 0.3728 top1 9.375 top5 3.125 | Epoch: [38][139/553] Time 2.466 Data 0.001 Err 0.3869 top1 11.719 top5 3.906 | Epoch: [38][140/553] Time 2.516 Data 0.001 Err 0.3498 top1 8.594 top5 3.125 | Epoch: [38][141/553] Time 2.451 Data 0.001 Err 0.4380 top1 10.938 top5 3.906 | Epoch: [38][142/553] Time 2.445 Data 0.002 Err 0.2856 top1 9.375 top5 1.562 | Epoch: [38][143/553] Time 2.442 Data 0.000 Err 0.4519 top1 10.938 top5 5.469 | Epoch: [38][144/553] Time 2.442 Data 0.001 Err 0.3737 top1 9.375 top5 5.469 | Epoch: [38][145/553] Time 2.442 Data 0.001 Err 0.4595 top1 11.719 top5 3.125 | Epoch: [38][146/553] Time 2.480 Data 0.001 Err 0.3798 top1 7.812 top5 2.344 | Epoch: [38][147/553] Time 2.442 Data 0.000 Err 0.3669 top1 7.812 top5 3.906 | Epoch: [38][148/553] Time 2.459 Data 0.001 Err 0.5320 top1 14.062 top5 5.469 | Epoch: [38][149/553] Time 2.445 Data 0.001 Err 0.2489 top1 7.031 top5 1.562 | Epoch: [38][150/553] Time 2.442 Data 0.001 Err 0.2750 top1 6.250 top5 0.781 | Epoch: [38][151/553] Time 2.435 Data 0.001 Err 0.3718 top1 10.156 top5 3.125 | Epoch: [38][152/553] Time 2.446 Data 0.001 Err 0.2225 top1 5.469 top5 0.781 | Epoch: [38][153/553] Time 2.438 Data 0.001 Err 0.3284 top1 8.594 top5 3.125 | Epoch: [38][154/553] Time 2.441 Data 0.000 Err 0.2854 top1 7.031 top5 2.344 | Epoch: [38][155/553] Time 2.434 Data 0.001 Err 0.2684 top1 7.031 top5 3.125 | Epoch: [38][156/553] Time 2.479 Data 0.001 Err 0.2718 top1 6.250 top5 0.781 | Epoch: [38][157/553] Time 2.474 Data 0.001 Err 0.2915 top1 8.594 top5 2.344 | Epoch: [38][158/553] Time 2.441 Data 0.001 Err 0.4529 top1 14.844 top5 2.344 | Epoch: [38][159/553] Time 2.451 Data 0.001 Err 0.4153 top1 10.938 top5 4.688 | Epoch: [38][160/553] Time 2.466 Data 0.001 Err 0.3154 top1 6.250 top5 2.344 | Epoch: [38][161/553] Time 2.439 Data 0.002 Err 0.4145 top1 12.500 top5 2.344 | Epoch: [38][162/553] Time 2.434 Data 0.001 Err 0.5594 top1 12.500 top5 4.688 | Epoch: [38][163/553] Time 2.435 Data 0.001 Err 0.4372 top1 13.281 top5 5.469 | Epoch: [38][164/553] Time 2.446 Data 0.001 Err 0.2466 top1 6.250 top5 1.562 | Epoch: [38][165/553] Time 2.469 Data 0.001 Err 0.3319 top1 8.594 top5 1.562 | Epoch: [38][166/553] Time 2.440 Data 0.001 Err 0.3334 top1 10.156 top5 1.562 | Epoch: [38][167/553] Time 2.452 Data 0.001 Err 0.2580 top1 6.250 top5 3.125 | Epoch: [38][168/553] Time 2.433 Data 0.001 Err 0.4390 top1 11.719 top5 5.469 | Epoch: [38][169/553] Time 2.437 Data 0.001 Err 0.3520 top1 9.375 top5 2.344 | Epoch: [38][170/553] Time 2.436 Data 0.001 Err 0.3652 top1 6.250 top5 3.125 | Epoch: [38][171/553] Time 2.452 Data 0.001 Err 0.3952 top1 10.156 top5 6.250 | Epoch: [38][172/553] Time 2.453 Data 0.001 Err 0.3884 top1 10.938 top5 3.906 | Epoch: [38][173/553] Time 2.474 Data 0.001 Err 0.1996 top1 5.469 top5 0.781 | Epoch: [38][174/553] Time 2.450 Data 0.001 Err 0.2535 top1 6.250 top5 1.562 | Epoch: [38][175/553] Time 2.449 Data 0.000 Err 0.3298 top1 9.375 top5 2.344 | Epoch: [38][176/553] Time 2.440 Data 0.001 Err 0.4361 top1 10.938 top5 2.344 | Epoch: [38][177/553] Time 2.447 Data 0.001 Err 0.3618 top1 8.594 top5 3.125 | Epoch: [38][178/553] Time 2.453 Data 0.001 Err 0.4497 top1 10.938 top5 2.344 | Epoch: [38][179/553] Time 2.452 Data 0.001 Err 0.1839 top1 5.469 top5 0.781 | Epoch: [38][180/553] Time 2.479 Data 0.003 Err 0.2197 top1 5.469 top5 3.125 | Epoch: [38][181/553] Time 2.436 Data 0.001 Err 0.4692 top1 12.500 top5 3.125 | Epoch: [38][182/553] Time 2.476 Data 0.001 Err 0.3644 top1 10.938 top5 3.125 | Epoch: [38][183/553] Time 2.499 Data 0.001 Err 0.2090 top1 5.469 top5 2.344 | Epoch: [38][184/553] Time 2.436 Data 0.001 Err 0.2036 top1 7.812 top5 1.562 | Epoch: [38][185/553] Time 2.437 Data 0.001 Err 0.3477 top1 9.375 top5 3.125 | Epoch: [38][186/553] Time 2.432 Data 0.001 Err 0.2765 top1 10.938 top5 0.000 | Epoch: [38][187/553] Time 2.457 Data 0.001 Err 0.2645 top1 5.469 top5 0.781 | Epoch: [38][188/553] Time 2.475 Data 0.001 Err 0.2698 top1 7.031 top5 2.344 | Epoch: [38][189/553] Time 2.465 Data 0.001 Err 0.2746 top1 7.031 top5 0.781 | Epoch: [38][190/553] Time 2.497 Data 0.001 Err 0.4799 top1 11.719 top5 2.344 | Epoch: [38][191/553] Time 2.444 Data 0.001 Err 0.2449 top1 5.469 top5 2.344 | Epoch: [38][192/553] Time 2.462 Data 0.001 Err 0.4101 top1 10.156 top5 2.344 | Epoch: [38][193/553] Time 2.440 Data 0.001 Err 0.3415 top1 8.594 top5 2.344 | Epoch: [38][194/553] Time 2.440 Data 0.001 Err 0.3561 top1 11.719 top5 3.125 | Epoch: [38][195/553] Time 2.482 Data 0.001 Err 0.4586 top1 10.938 top5 2.344 | Epoch: [38][196/553] Time 2.464 Data 0.001 Err 0.3312 top1 7.031 top5 3.906 | Epoch: [38][197/553] Time 2.448 Data 0.001 Err 0.3990 top1 10.938 top5 2.344 | Epoch: [38][198/553] Time 2.440 Data 0.001 Err 0.3989 top1 12.500 top5 3.125 | Epoch: [38][199/553] Time 2.438 Data 0.005 Err 0.4733 top1 13.281 top5 3.125 | Epoch: [38][200/553] Time 2.485 Data 0.001 Err 0.2770 top1 7.031 top5 3.125 | Epoch: [38][201/553] Time 2.470 Data 0.001 Err 0.3107 top1 7.812 top5 2.344 | Epoch: [38][202/553] Time 2.437 Data 0.000 Err 0.3020 top1 6.250 top5 3.125 | Epoch: [38][203/553] Time 2.450 Data 0.001 Err 0.4137 top1 10.938 top5 4.688 | Epoch: [38][204/553] Time 2.480 Data 0.001 Err 0.2810 top1 6.250 top5 0.000 | Epoch: [38][205/553] Time 2.453 Data 0.001 Err 0.3222 top1 8.594 top5 2.344 | Epoch: [38][206/553] Time 2.435 Data 0.001 Err 0.5692 top1 14.844 top5 7.812 | Epoch: [38][207/553] Time 2.441 Data 0.001 Err 0.2522 top1 7.812 top5 0.000 | Epoch: [38][208/553] Time 2.474 Data 0.001 Err 0.3433 top1 9.375 top5 3.125 | Epoch: [38][209/553] Time 2.447 Data 0.001 Err 0.5111 top1 9.375 top5 6.250 | Epoch: [38][210/553] Time 2.464 Data 0.001 Err 0.3203 top1 7.812 top5 2.344 | Epoch: [38][211/553] Time 2.433 Data 0.001 Err 0.3399 top1 11.719 top5 0.781 | Epoch: [38][212/553] Time 2.437 Data 0.001 Err 0.3333 top1 10.156 top5 2.344 | Epoch: [38][213/553] Time 2.439 Data 0.000 Err 0.4104 top1 9.375 top5 3.906 | Epoch: [38][214/553] Time 2.476 Data 0.001 Err 0.5471 top1 12.500 top5 6.250 | Epoch: [38][215/553] Time 2.439 Data 0.001 Err 0.3194 top1 8.594 top5 1.562 | Epoch: [38][216/553] Time 2.444 Data 0.001 Err 0.2449 top1 5.469 top5 1.562 | Epoch: [38][217/553] Time 2.466 Data 0.001 Err 0.3292 top1 8.594 top5 2.344 | Epoch: [38][218/553] Time 2.438 Data 0.005 Err 0.3373 top1 7.031 top5 3.125 | Epoch: [38][219/553] Time 2.435 Data 0.001 Err 0.5144 top1 13.281 top5 6.250 | Epoch: [38][220/553] Time 2.443 Data 0.001 Err 0.3717 top1 10.156 top5 3.125 | Epoch: [38][221/553] Time 2.433 Data 0.001 Err 0.4053 top1 9.375 top5 2.344 | Epoch: [38][222/553] Time 2.445 Data 0.001 Err 0.3977 top1 9.375 top5 3.906 | Epoch: [38][223/553] Time 2.447 Data 0.001 Err 0.2534 top1 4.688 top5 1.562 | Epoch: [38][224/553] Time 2.437 Data 0.001 Err 0.3458 top1 9.375 top5 2.344 | Epoch: [38][225/553] Time 2.481 Data 0.001 Err 0.6895 top1 14.062 top5 9.375 | Epoch: [38][226/553] Time 2.451 Data 0.001 Err 0.3913 top1 10.938 top5 3.906 | Epoch: [38][227/553] Time 2.440 Data 0.001 Err 0.2915 top1 6.250 top5 0.781 | Epoch: [38][228/553] Time 2.447 Data 0.001 Err 0.4398 top1 14.062 top5 3.125 | Epoch: [38][229/553] Time 2.435 Data 0.001 Err 0.4412 top1 14.062 top5 3.906 | Epoch: [38][230/553] Time 2.466 Data 0.001 Err 0.2748 top1 9.375 top5 1.562 | Epoch: [38][231/553] Time 2.477 Data 0.001 Err 0.4496 top1 11.719 top5 3.125 | Epoch: [38][232/553] Time 2.444 Data 0.001 Err 0.2819 top1 7.031 top5 0.781 | Epoch: [38][233/553] Time 2.487 Data 0.001 Err 0.4122 top1 10.156 top5 3.906 | Epoch: [38][234/553] Time 2.436 Data 0.001 Err 0.2659 top1 7.031 top5 1.562 | Epoch: [38][235/553] Time 2.457 Data 0.001 Err 0.2581 top1 10.938 top5 0.000 | Epoch: [38][236/553] Time 2.440 Data 0.001 Err 0.3495 top1 10.938 top5 3.906 | Epoch: [38][237/553] Time 2.486 Data 0.001 Err 0.3669 top1 8.594 top5 3.906 | Epoch: [38][238/553] Time 2.432 Data 0.001 Err 0.4074 top1 10.156 top5 4.688 | Epoch: [38][239/553] Time 2.458 Data 0.001 Err 0.2528 top1 6.250 top5 1.562 | Epoch: [38][240/553] Time 2.436 Data 0.000 Err 0.3992 top1 10.938 top5 3.906 | Epoch: [38][241/553] Time 2.429 Data 0.001 Err 0.2886 top1 7.812 top5 3.125 | Epoch: [38][242/553] Time 2.472 Data 0.000 Err 0.5173 top1 13.281 top5 4.688 | Epoch: [38][243/553] Time 2.467 Data 0.001 Err 0.3708 top1 10.156 top5 2.344 | Epoch: [38][244/553] Time 2.442 Data 0.001 Err 0.3068 top1 9.375 top5 3.125 | Epoch: [38][245/553] Time 2.481 Data 0.001 Err 0.2555 top1 8.594 top5 1.562 | Epoch: [38][246/553] Time 2.463 Data 0.001 Err 0.3143 top1 6.250 top5 3.125 | Epoch: [38][247/553] Time 2.448 Data 0.001 Err 0.3294 top1 7.031 top5 3.125 | Epoch: [38][248/553] Time 2.438 Data 0.001 Err 0.2475 top1 5.469 top5 1.562 | Epoch: [38][249/553] Time 2.433 Data 0.001 Err 0.4478 top1 10.156 top5 4.688 | Epoch: [38][250/553] Time 2.433 Data 0.001 Err 0.2604 top1 4.688 top5 2.344 | Epoch: [38][251/553] Time 2.442 Data 0.001 Err 0.2505 top1 7.031 top5 0.000 | Epoch: [38][252/553] Time 2.433 Data 0.001 Err 0.3066 top1 6.250 top5 3.125 | Epoch: [38][253/553] Time 2.450 Data 0.001 Err 0.3722 top1 9.375 top5 2.344 | Epoch: [38][254/553] Time 2.444 Data 0.001 Err 0.3380 top1 8.594 top5 3.125 | Epoch: [38][255/553] Time 2.447 Data 0.001 Err 0.1883 top1 4.688 top5 0.000 | Epoch: [38][256/553] Time 2.479 Data 0.003 Err 0.3606 top1 8.594 top5 3.906 | Epoch: [38][257/553] Time 2.481 Data 0.001 Err 0.3681 top1 8.594 top5 2.344 | Epoch: [38][258/553] Time 2.438 Data 0.001 Err 0.3142 top1 7.031 top5 2.344 | Epoch: [38][259/553] Time 2.433 Data 0.001 Err 0.2390 top1 7.812 top5 0.000 | Epoch: [38][260/553] Time 2.437 Data 0.001 Err 0.4024 top1 9.375 top5 3.906 | Epoch: [38][261/553] Time 2.435 Data 0.001 Err 0.4669 top1 11.719 top5 3.906 | Epoch: [38][262/553] Time 2.443 Data 0.001 Err 0.3308 top1 8.594 top5 1.562 | Epoch: [38][263/553] Time 2.448 Data 0.001 Err 0.3946 top1 10.938 top5 1.562 | Epoch: [38][264/553] Time 2.458 Data 0.001 Err 0.2604 top1 7.812 top5 1.562 | Epoch: [38][265/553] Time 2.446 Data 0.001 Err 0.2886 top1 7.812 top5 1.562 | Epoch: [38][266/553] Time 2.436 Data 0.001 Err 0.4366 top1 13.281 top5 3.125 | Epoch: [38][267/553] Time 2.440 Data 0.001 Err 0.3271 top1 7.812 top5 1.562 | Epoch: [38][268/553] Time 2.442 Data 0.001 Err 0.2975 top1 10.156 top5 0.781 | Epoch: [38][269/553] Time 2.436 Data 0.001 Err 0.3743 top1 10.156 top5 2.344 | Epoch: [38][270/553] Time 2.439 Data 0.001 Err 0.4601 top1 13.281 top5 3.906 | Epoch: [38][271/553] Time 2.458 Data 0.001 Err 0.2760 top1 7.031 top5 3.906 | Epoch: [38][272/553] Time 2.476 Data 0.001 Err 0.3329 top1 14.062 top5 1.562 | Epoch: [38][273/553] Time 2.442 Data 0.001 Err 0.3207 top1 8.594 top5 3.125 | Epoch: [38][274/553] Time 2.485 Data 0.001 Err 0.4003 top1 10.938 top5 3.125 | Epoch: [38][275/553] Time 2.441 Data 0.001 Err 0.4063 top1 14.062 top5 2.344 | Epoch: [38][276/553] Time 2.439 Data 0.001 Err 0.3655 top1 7.812 top5 3.906 | Epoch: [38][277/553] Time 2.449 Data 0.001 Err 0.3137 top1 6.250 top5 3.125 | Epoch: [38][278/553] Time 2.435 Data 0.001 Err 0.3461 top1 8.594 top5 2.344 | Epoch: [38][279/553] Time 2.445 Data 0.001 Err 0.2877 top1 7.031 top5 1.562 | Epoch: [38][280/553] Time 2.445 Data 0.000 Err 0.5390 top1 15.625 top5 3.906 | Epoch: [38][281/553] Time 2.514 Data 0.001 Err 0.3946 top1 10.156 top5 3.906 | Epoch: [38][282/553] Time 2.440 Data 0.001 Err 0.2130 top1 5.469 top5 1.562 | Epoch: [38][283/553] Time 2.446 Data 0.001 Err 0.2210 top1 7.031 top5 0.781 | Epoch: [38][284/553] Time 2.469 Data 0.001 Err 0.4443 top1 10.938 top5 3.125 | Epoch: [38][285/553] Time 2.480 Data 0.001 Err 0.3311 top1 7.812 top5 3.125 | Epoch: [38][286/553] Time 2.452 Data 0.001 Err 0.4097 top1 13.281 top5 2.344 | Epoch: [38][287/553] Time 2.456 Data 0.001 Err 0.2822 top1 5.469 top5 1.562 | Epoch: [38][288/553] Time 2.435 Data 0.001 Err 0.1924 top1 7.812 top5 0.781 | Epoch: [38][289/553] Time 2.439 Data 0.000 Err 0.4955 top1 13.281 top5 3.906 | Epoch: [38][290/553] Time 2.434 Data 0.001 Err 0.1693 top1 4.688 top5 0.781 | Epoch: [38][291/553] Time 2.435 Data 0.001 Err 0.4453 top1 9.375 top5 4.688 | Epoch: [38][292/553] Time 2.478 Data 0.001 Err 0.3517 top1 9.375 top5 2.344 | Epoch: [38][293/553] Time 2.440 Data 0.001 Err 0.4687 top1 10.156 top5 5.469 | Epoch: [38][294/553] Time 2.439 Data 0.004 Err 0.2473 top1 7.031 top5 2.344 | Epoch: [38][295/553] Time 2.437 Data 0.000 Err 0.4299 top1 10.156 top5 4.688 | Epoch: [38][296/553] Time 2.436 Data 0.001 Err 0.3320 top1 11.719 top5 1.562 | Epoch: [38][297/553] Time 2.454 Data 0.001 Err 0.3285 top1 7.812 top5 2.344 | Epoch: [38][298/553] Time 2.435 Data 0.000 Err 0.1867 top1 3.125 top5 0.781 | Epoch: [38][299/553] Time 2.433 Data 0.001 Err 0.3267 top1 11.719 top5 2.344 | Epoch: [38][300/553] Time 2.443 Data 0.001 Err 0.5312 top1 10.156 top5 4.688 | Epoch: [38][301/553] Time 2.436 Data 0.001 Err 0.5055 top1 13.281 top5 3.906 | Epoch: [38][302/553] Time 2.482 Data 0.001 Err 0.2346 top1 7.812 top5 0.781 | Epoch: [38][303/553] Time 2.477 Data 0.001 Err 0.3998 top1 11.719 top5 2.344 | Epoch: [38][304/553] Time 2.443 Data 0.001 Err 0.1730 top1 3.125 top5 0.781 | Epoch: [38][305/553] Time 2.434 Data 0.001 Err 0.4065 top1 12.500 top5 3.125 | Epoch: [38][306/553] Time 2.444 Data 0.001 Err 0.3563 top1 9.375 top5 1.562 | Epoch: [38][307/553] Time 2.439 Data 0.001 Err 0.2700 top1 7.031 top5 1.562 | Epoch: [38][308/553] Time 2.440 Data 0.001 Err 0.4931 top1 11.719 top5 6.250 | Epoch: [38][309/553] Time 2.491 Data 0.001 Err 0.4917 top1 14.844 top5 3.906 | Epoch: [38][310/553] Time 2.434 Data 0.001 Err 0.4101 top1 12.500 top5 3.125 | Epoch: [38][311/553] Time 2.499 Data 0.001 Err 0.2481 top1 7.031 top5 1.562 | Epoch: [38][312/553] Time 2.450 Data 0.001 Err 0.3777 top1 11.719 top5 3.125 | Epoch: [38][313/553] Time 2.430 Data 0.001 Err 0.3502 top1 11.719 top5 3.125 | Epoch: [38][314/553] Time 2.443 Data 0.001 Err 0.2908 top1 7.031 top5 0.781 | Epoch: [38][315/553] Time 2.435 Data 0.001 Err 0.4955 top1 10.938 top5 5.469 | Epoch: [38][316/553] Time 2.438 Data 0.001 Err 0.3071 top1 8.594 top5 1.562 | Epoch: [38][317/553] Time 2.468 Data 0.001 Err 0.3120 top1 7.031 top5 1.562 | Epoch: [38][318/553] Time 2.446 Data 0.000 Err 0.3683 top1 7.812 top5 2.344 | Epoch: [38][319/553] Time 2.442 Data 0.001 Err 0.4257 top1 9.375 top5 3.125 | Epoch: [38][320/553] Time 2.437 Data 0.001 Err 0.3675 top1 9.375 top5 3.125 | Epoch: [38][321/553] Time 2.445 Data 0.001 Err 0.2599 top1 7.812 top5 0.000 | Epoch: [38][322/553] Time 2.435 Data 0.001 Err 0.2716 top1 6.250 top5 1.562 | Epoch: [38][323/553] Time 2.486 Data 0.001 Err 0.4253 top1 10.156 top5 5.469 | Epoch: [38][324/553] Time 2.447 Data 0.001 Err 0.3893 top1 12.500 top5 1.562 | Epoch: [38][325/553] Time 2.444 Data 0.001 Err 0.4218 top1 11.719 top5 1.562 | Epoch: [38][326/553] Time 2.443 Data 0.001 Err 0.4060 top1 8.594 top5 4.688 | Epoch: [38][327/553] Time 2.445 Data 0.000 Err 0.4687 top1 11.719 top5 4.688 | Epoch: [38][328/553] Time 2.439 Data 0.001 Err 0.4055 top1 10.938 top5 4.688 | Epoch: [38][329/553] Time 2.430 Data 0.001 Err 0.2896 top1 6.250 top5 3.125 | Epoch: [38][330/553] Time 2.438 Data 0.001 Err 0.3643 top1 10.156 top5 3.125 | Epoch: [38][331/553] Time 2.440 Data 0.001 Err 0.2350 top1 7.031 top5 1.562 | Epoch: [38][332/553] Time 2.487 Data 0.003 Err 0.5234 top1 18.750 top5 4.688 | Epoch: [38][333/553] Time 2.432 Data 0.000 Err 0.2666 top1 7.031 top5 2.344 | Epoch: [38][334/553] Time 2.435 Data 0.001 Err 0.3036 top1 8.594 top5 3.125 | Epoch: [38][335/553] Time 2.442 Data 0.000 Err 0.3708 top1 11.719 top5 3.125 | Epoch: [38][336/553] Time 2.437 Data 0.001 Err 0.4269 top1 10.156 top5 3.906 | Epoch: [38][337/553] Time 2.438 Data 0.000 Err 0.3887 top1 9.375 top5 3.125 | Epoch: [38][338/553] Time 2.446 Data 0.001 Err 0.4873 top1 11.719 top5 2.344 | Epoch: [38][339/553] Time 2.437 Data 0.001 Err 0.3563 top1 7.031 top5 4.688 | Epoch: [38][340/553] Time 2.439 Data 0.001 Err 0.3969 top1 10.156 top5 3.125 | Epoch: [38][341/553] Time 2.441 Data 0.001 Err 0.2298 top1 7.031 top5 1.562 | Epoch: [38][342/553] Time 2.484 Data 0.001 Err 0.4480 top1 8.594 top5 5.469 | Epoch: [38][343/553] Time 2.473 Data 0.001 Err 0.2921 top1 6.250 top5 2.344 | Epoch: [38][344/553] Time 2.441 Data 0.000 Err 0.4253 top1 12.500 top5 3.906 | Epoch: [38][345/553] Time 2.435 Data 0.001 Err 0.2943 top1 9.375 top5 1.562 | Epoch: [38][346/553] Time 2.434 Data 0.001 Err 0.3909 top1 10.938 top5 2.344 | Epoch: [38][347/553] Time 2.436 Data 0.001 Err 0.3311 top1 7.031 top5 2.344 | Epoch: [38][348/553] Time 2.442 Data 0.001 Err 0.2733 top1 6.250 top5 1.562 | Epoch: [38][349/553] Time 2.480 Data 0.001 Err 0.3476 top1 6.250 top5 2.344 | Epoch: [38][350/553] Time 2.439 Data 0.001 Err 0.3294 top1 10.156 top5 0.781 | Epoch: [38][351/553] Time 2.443 Data 0.002 Err 0.3770 top1 10.156 top5 3.125 | Epoch: [38][352/553] Time 2.449 Data 0.001 Err 0.2782 top1 8.594 top5 0.781 | Epoch: [38][353/553] Time 2.450 Data 0.001 Err 0.4802 top1 10.156 top5 6.250 | Epoch: [38][354/553] Time 2.450 Data 0.000 Err 0.3856 top1 9.375 top5 3.125 | Epoch: [38][355/553] Time 2.443 Data 0.000 Err 0.3767 top1 10.938 top5 1.562 | Epoch: [38][356/553] Time 2.450 Data 0.001 Err 0.4071 top1 10.938 top5 4.688 | Epoch: [38][357/553] Time 2.509 Data 0.001 Err 0.3764 top1 10.156 top5 1.562 | Epoch: [38][358/553] Time 2.444 Data 0.001 Err 0.4260 top1 10.938 top5 3.906 | Epoch: [38][359/553] Time 2.437 Data 0.001 Err 0.3077 top1 10.938 top5 3.125 | Epoch: [38][360/553] Time 2.439 Data 0.001 Err 0.3867 top1 10.156 top5 3.125 | Epoch: [38][361/553] Time 2.448 Data 0.001 Err 0.4214 top1 10.156 top5 5.469 | Epoch: [38][362/553] Time 2.492 Data 0.001 Err 0.2055 top1 7.031 top5 0.781 | Epoch: [38][363/553] Time 2.436 Data 0.001 Err 0.2647 top1 6.250 top5 1.562 | Epoch: [38][364/553] Time 2.483 Data 0.001 Err 0.2324 top1 7.031 top5 0.781 | Epoch: [38][365/553] Time 2.473 Data 0.001 Err 0.2039 top1 6.250 top5 0.781 | Epoch: [38][366/553] Time 2.482 Data 0.001 Err 0.3473 top1 10.156 top5 3.125 | Epoch: [38][367/553] Time 2.439 Data 0.001 Err 0.2981 top1 6.250 top5 2.344 | Epoch: [38][368/553] Time 2.459 Data 0.001 Err 0.2960 top1 9.375 top5 2.344 | Epoch: [38][369/553] Time 2.475 Data 0.001 Err 0.2942 top1 9.375 top5 1.562 | Epoch: [38][370/553] Time 2.451 Data 0.002 Err 0.3009 top1 9.375 top5 1.562 | Epoch: [38][371/553] Time 2.433 Data 0.001 Err 0.3753 top1 10.156 top5 3.125 | Epoch: [38][372/553] Time 2.436 Data 0.001 Err 0.3055 top1 7.812 top5 1.562 | Epoch: [38][373/553] Time 2.445 Data 0.000 Err 0.2612 top1 7.031 top5 0.781 | Epoch: [38][374/553] Time 2.444 Data 0.001 Err 0.3402 top1 10.938 top5 1.562 | Epoch: [38][375/553] Time 2.435 Data 0.001 Err 0.1701 top1 3.125 top5 0.000 | Epoch: [38][376/553] Time 2.446 Data 0.001 Err 0.2443 top1 5.469 top5 1.562 | Epoch: [38][377/553] Time 2.445 Data 0.001 Err 0.2578 top1 7.031 top5 2.344 | Epoch: [38][378/553] Time 2.440 Data 0.001 Err 0.2529 top1 6.250 top5 0.781 | Epoch: [38][379/553] Time 2.435 Data 0.001 Err 0.3674 top1 7.812 top5 3.125 | Epoch: [38][380/553] Time 2.450 Data 0.001 Err 0.3665 top1 10.156 top5 3.125 | Epoch: [38][381/553] Time 2.438 Data 0.001 Err 0.3654 top1 10.156 top5 3.906 | Epoch: [38][382/553] Time 2.447 Data 0.001 Err 0.3870 top1 11.719 top5 2.344 | Epoch: [38][383/553] Time 2.442 Data 0.001 Err 0.3657 top1 9.375 top5 2.344 | Epoch: [38][384/553] Time 2.453 Data 0.001 Err 0.3785 top1 15.625 top5 2.344 | Epoch: [38][385/553] Time 2.443 Data 0.001 Err 0.3375 top1 7.812 top5 3.125 | Epoch: [38][386/553] Time 2.443 Data 0.001 Err 0.3601 top1 10.938 top5 2.344 | Epoch: [38][387/553] Time 2.454 Data 0.001 Err 0.2612 top1 7.812 top5 0.000 | Epoch: [38][388/553] Time 2.436 Data 0.001 Err 0.1594 top1 3.125 top5 0.781 | Epoch: [38][389/553] Time 2.449 Data 0.001 Err 0.3045 top1 8.594 top5 1.562 | Epoch: [38][390/553] Time 2.437 Data 0.001 Err 0.3538 top1 10.156 top5 2.344 | Epoch: [38][391/553] Time 2.483 Data 0.001 Err 0.2686 top1 6.250 top5 2.344 | Epoch: [38][392/553] Time 2.440 Data 0.000 Err 0.3420 top1 8.594 top5 3.125 | Epoch: [38][393/553] Time 2.442 Data 0.001 Err 0.2990 top1 7.031 top5 3.125 | Epoch: [38][394/553] Time 2.454 Data 0.000 Err 0.2620 top1 10.156 top5 0.781 | Epoch: [38][395/553] Time 2.450 Data 0.001 Err 0.3733 top1 9.375 top5 3.125 | Epoch: [38][396/553] Time 2.441 Data 0.001 Err 0.3879 top1 13.281 top5 1.562 | Epoch: [38][397/553] Time 2.446 Data 0.001 Err 0.3539 top1 10.156 top5 2.344 | Epoch: [38][398/553] Time 2.440 Data 0.001 Err 0.3094 top1 7.031 top5 3.125 | Epoch: [38][399/553] Time 2.449 Data 0.001 Err 0.3845 top1 9.375 top5 2.344 | Epoch: [38][400/553] Time 2.477 Data 0.001 Err 0.3451 top1 10.156 top5 3.125 | Epoch: [38][401/553] Time 2.434 Data 0.001 Err 0.4331 top1 12.500 top5 3.906 | Epoch: [38][402/553] Time 2.440 Data 0.001 Err 0.4606 top1 12.500 top5 3.125 | Epoch: [38][403/553] Time 2.437 Data 0.001 Err 0.2912 top1 8.594 top5 0.781 | Epoch: [38][404/553] Time 2.444 Data 0.001 Err 0.2576 top1 5.469 top5 0.781 | Epoch: [38][405/553] Time 2.435 Data 0.001 Err 0.4507 top1 13.281 top5 3.906 | Epoch: [38][406/553] Time 2.448 Data 0.001 Err 0.2837 top1 7.812 top5 2.344 | Epoch: [38][407/553] Time 2.444 Data 0.001 Err 0.4422 top1 11.719 top5 3.125 | Epoch: [38][408/553] Time 2.446 Data 0.001 Err 0.5956 top1 15.625 top5 4.688 | Epoch: [38][409/553] Time 2.434 Data 0.001 Err 0.3071 top1 8.594 top5 1.562 | Epoch: [38][410/553] Time 2.449 Data 0.001 Err 0.2785 top1 7.031 top5 1.562 | Epoch: [38][411/553] Time 2.438 Data 0.001 Err 0.3395 top1 9.375 top5 4.688 | Epoch: [38][412/553] Time 2.435 Data 0.001 Err 0.3399 top1 7.812 top5 3.125 | Epoch: [38][413/553] Time 2.437 Data 0.001 Err 0.4553 top1 13.281 top5 3.906 | Epoch: [38][414/553] Time 2.439 Data 0.001 Err 0.2620 top1 7.812 top5 1.562 | Epoch: [38][415/553] Time 2.438 Data 0.001 Err 0.3404 top1 8.594 top5 3.906 | Epoch: [38][416/553] Time 2.446 Data 0.001 Err 0.3294 top1 7.031 top5 2.344 | Epoch: [38][417/553] Time 2.464 Data 0.001 Err 0.4562 top1 11.719 top5 3.125 | Epoch: [38][418/553] Time 2.441 Data 0.001 Err 0.3117 top1 9.375 top5 0.781 | Epoch: [38][419/553] Time 2.436 Data 0.001 Err 0.4373 top1 9.375 top5 3.906 | Epoch: [38][420/553] Time 2.456 Data 0.001 Err 0.4689 top1 13.281 top5 3.906 | Epoch: [38][421/553] Time 2.475 Data 0.001 Err 0.2729 top1 9.375 top5 0.781 | Epoch: [38][422/553] Time 2.442 Data 0.000 Err 0.2780 top1 7.812 top5 3.125 | Epoch: [38][423/553] Time 2.449 Data 0.001 Err 0.3583 top1 10.156 top5 1.562 | Epoch: [38][424/553] Time 2.437 Data 0.001 Err 0.3188 top1 6.250 top5 3.125 | Epoch: [38][425/553] Time 2.453 Data 0.001 Err 0.5250 top1 12.500 top5 6.250 | Epoch: [38][426/553] Time 2.447 Data 0.001 Err 0.3606 top1 8.594 top5 1.562 | Epoch: [38][427/553] Time 2.437 Data 0.003 Err 0.2236 top1 6.250 top5 1.562 | Epoch: [38][428/553] Time 2.435 Data 0.001 Err 0.2962 top1 7.812 top5 0.781 | Epoch: [38][429/553] Time 2.468 Data 0.001 Err 0.4349 top1 14.062 top5 3.906 | Epoch: [38][430/553] Time 2.484 Data 0.000 Err 0.3788 top1 11.719 top5 2.344 | Epoch: [38][431/553] Time 2.441 Data 0.001 Err 0.3004 top1 8.594 top5 3.125 | Epoch: [38][432/553] Time 2.475 Data 0.000 Err 0.3604 top1 9.375 top5 3.125 | Epoch: [38][433/553] Time 2.452 Data 0.001 Err 0.4393 top1 11.719 top5 3.906 | Epoch: [38][434/553] Time 2.428 Data 0.001 Err 0.3354 top1 9.375 top5 0.781 | Epoch: [38][435/553] Time 2.438 Data 0.001 Err 0.3199 top1 7.812 top5 2.344 | Epoch: [38][436/553] Time 2.440 Data 0.001 Err 0.3482 top1 9.375 top5 1.562 | Epoch: [38][437/553] Time 2.506 Data 0.001 Err 0.2755 top1 8.594 top5 0.000 | Epoch: [38][438/553] Time 2.439 Data 0.001 Err 0.3775 top1 7.812 top5 3.125 | Epoch: [38][439/553] Time 2.438 Data 0.001 Err 0.4471 top1 14.062 top5 3.906 | Epoch: [38][440/553] Time 2.443 Data 0.001 Err 0.4520 top1 9.375 top5 3.125 | Epoch: [38][441/553] Time 2.431 Data 0.000 Err 0.2798 top1 5.469 top5 1.562 | Epoch: [38][442/553] Time 2.444 Data 0.001 Err 0.2438 top1 7.031 top5 0.781 | Epoch: [38][443/553] Time 2.485 Data 0.001 Err 0.2936 top1 8.594 top5 0.781 | Epoch: [38][444/553] Time 2.493 Data 0.001 Err 0.3747 top1 11.719 top5 1.562 | Epoch: [38][445/553] Time 2.440 Data 0.001 Err 0.3035 top1 8.594 top5 2.344 | Epoch: [38][446/553] Time 2.446 Data 0.003 Err 0.3336 top1 9.375 top5 1.562 | Epoch: [38][447/553] Time 2.438 Data 0.001 Err 0.4085 top1 10.938 top5 2.344 | Epoch: [38][448/553] Time 2.437 Data 0.001 Err 0.4145 top1 12.500 top5 3.906 | Epoch: [38][449/553] Time 2.482 Data 0.000 Err 0.4241 top1 10.938 top5 4.688 | Epoch: [38][450/553] Time 2.433 Data 0.001 Err 0.3550 top1 8.594 top5 3.125 | Epoch: [38][451/553] Time 2.497 Data 0.001 Err 0.3692 top1 13.281 top5 0.781 | Epoch: [38][452/553] Time 2.446 Data 0.001 Err 0.3816 top1 11.719 top5 3.125 | Epoch: [38][453/553] Time 2.438 Data 0.001 Err 0.4525 top1 11.719 top5 3.906 | Epoch: [38][454/553] Time 2.482 Data 0.001 Err 0.4306 top1 10.156 top5 4.688 | Epoch: [38][455/553] Time 2.444 Data 0.001 Err 0.2300 top1 7.812 top5 0.781 | Epoch: [38][456/553] Time 2.486 Data 0.001 Err 0.1896 top1 5.469 top5 0.781 | Epoch: [38][457/553] Time 2.443 Data 0.001 Err 0.3157 top1 11.719 top5 1.562 | Epoch: [38][458/553] Time 2.444 Data 0.001 Err 0.2605 top1 6.250 top5 0.781 | Epoch: [38][459/553] Time 2.441 Data 0.001 Err 0.3586 top1 10.156 top5 2.344 | Epoch: [38][460/553] Time 2.433 Data 0.001 Err 0.3821 top1 11.719 top5 3.125 | Epoch: [38][461/553] Time 2.480 Data 0.001 Err 0.2873 top1 7.812 top5 1.562 | Epoch: [38][462/553] Time 2.504 Data 0.001 Err 0.2460 top1 7.031 top5 1.562 | Epoch: [38][463/553] Time 2.459 Data 0.001 Err 0.3369 top1 8.594 top5 2.344 | Epoch: [38][464/553] Time 2.438 Data 0.001 Err 0.3044 top1 7.812 top5 3.125 | Epoch: [38][465/553] Time 2.478 Data 0.004 Err 0.3390 top1 9.375 top5 2.344 | Epoch: [38][466/553] Time 2.432 Data 0.000 Err 0.3299 top1 9.375 top5 1.562 | Epoch: [38][467/553] Time 2.440 Data 0.001 Err 0.2930 top1 7.031 top5 3.125 | Epoch: [38][468/553] Time 2.442 Data 0.001 Err 0.3974 top1 10.156 top5 3.906 | Epoch: [38][469/553] Time 2.437 Data 0.001 Err 0.2861 top1 7.812 top5 1.562 | Epoch: [38][470/553] Time 2.440 Data 0.001 Err 0.3009 top1 9.375 top5 1.562 | Epoch: [38][471/553] Time 2.434 Data 0.001 Err 0.1791 top1 5.469 top5 0.000 | Epoch: [38][472/553] Time 2.478 Data 0.001 Err 0.3498 top1 9.375 top5 3.125 | Epoch: [38][473/553] Time 2.441 Data 0.001 Err 0.4057 top1 10.938 top5 3.906 | Epoch: [38][474/553] Time 2.435 Data 0.001 Err 0.4843 top1 14.062 top5 4.688 | Epoch: [38][475/553] Time 2.443 Data 0.001 Err 0.3502 top1 10.156 top5 2.344 | Epoch: [38][476/553] Time 2.439 Data 0.001 Err 0.3223 top1 10.156 top5 3.125 | Epoch: [38][477/553] Time 2.428 Data 0.001 Err 0.3286 top1 9.375 top5 2.344 | Epoch: [38][478/553] Time 2.455 Data 0.001 Err 0.2132 top1 5.469 top5 0.000 | Epoch: [38][479/553] Time 2.467 Data 0.001 Err 0.4795 top1 12.500 top5 5.469 | Epoch: [38][480/553] Time 2.465 Data 0.001 Err 0.2833 top1 5.469 top5 1.562 | Epoch: [38][481/553] Time 2.481 Data 0.001 Err 0.3619 top1 9.375 top5 3.906 | Epoch: [38][482/553] Time 2.473 Data 0.001 Err 0.3902 top1 9.375 top5 4.688 | Epoch: [38][483/553] Time 2.443 Data 0.001 Err 0.3692 top1 10.938 top5 3.125 | Epoch: [38][484/553] Time 2.432 Data 0.000 Err 0.3301 top1 8.594 top5 3.906 | Epoch: [38][485/553] Time 2.445 Data 0.001 Err 0.3251 top1 7.031 top5 3.906 | Epoch: [38][486/553] Time 2.438 Data 0.001 Err 0.2470 top1 7.812 top5 2.344 | Epoch: [38][487/553] Time 2.435 Data 0.000 Err 0.2802 top1 8.594 top5 1.562 | Epoch: [38][488/553] Time 2.450 Data 0.001 Err 0.3177 top1 4.688 top5 2.344 | Epoch: [38][489/553] Time 2.451 Data 0.000 Err 0.2867 top1 6.250 top5 1.562 | Epoch: [38][490/553] Time 2.449 Data 0.001 Err 0.1607 top1 5.469 top5 0.000 | Epoch: [38][491/553] Time 2.440 Data 0.001 Err 0.2568 top1 6.250 top5 2.344 | Epoch: [38][492/553] Time 2.450 Data 0.001 Err 0.2897 top1 6.250 top5 3.906 | Epoch: [38][493/553] Time 2.459 Data 0.001 Err 0.2952 top1 9.375 top5 0.781 | Epoch: [38][494/553] Time 2.449 Data 0.001 Err 0.3867 top1 9.375 top5 3.906 | Epoch: [38][495/553] Time 2.470 Data 0.001 Err 0.3113 top1 10.156 top5 1.562 | Epoch: [38][496/553] Time 2.475 Data 0.001 Err 0.2655 top1 7.031 top5 2.344 | Epoch: [38][497/553] Time 2.467 Data 0.001 Err 0.3686 top1 13.281 top5 1.562 | Epoch: [38][498/553] Time 2.430 Data 0.000 Err 0.4052 top1 12.500 top5 1.562 | Epoch: [38][499/553] Time 2.446 Data 0.001 Err 0.5965 top1 15.625 top5 8.594 | Epoch: [38][500/553] Time 2.443 Data 0.001 Err 0.4356 top1 10.156 top5 4.688 | Epoch: [38][501/553] Time 2.469 Data 0.001 Err 0.3125 top1 7.812 top5 1.562 | Epoch: [38][502/553] Time 2.478 Data 0.001 Err 0.4383 top1 10.156 top5 3.906 | Epoch: [38][503/553] Time 2.470 Data 0.001 Err 0.3036 top1 8.594 top5 2.344 | Epoch: [38][504/553] Time 2.430 Data 0.001 Err 0.3526 top1 10.938 top5 1.562 | Epoch: [38][505/553] Time 2.458 Data 0.001 Err 0.4406 top1 10.938 top5 3.906 | Epoch: [38][506/553] Time 2.477 Data 0.001 Err 0.5044 top1 10.938 top5 6.250 | Epoch: [38][507/553] Time 2.444 Data 0.001 Err 0.4169 top1 7.812 top5 3.125 | Epoch: [38][508/553] Time 2.457 Data 0.000 Err 0.4592 top1 11.719 top5 5.469 | Epoch: [38][509/553] Time 2.458 Data 0.001 Err 0.3291 top1 8.594 top5 2.344 | Epoch: [38][510/553] Time 2.459 Data 0.001 Err 0.4309 top1 10.938 top5 4.688 | Epoch: [38][511/553] Time 2.438 Data 0.001 Err 0.4511 top1 14.062 top5 4.688 | Epoch: [38][512/553] Time 2.449 Data 0.001 Err 0.3863 top1 10.938 top5 1.562 | Epoch: [38][513/553] Time 2.462 Data 0.001 Err 0.4134 top1 9.375 top5 5.469 | Epoch: [38][514/553] Time 2.477 Data 0.001 Err 0.3694 top1 10.156 top5 2.344 | Epoch: [38][515/553] Time 2.435 Data 0.000 Err 0.2673 top1 6.250 top5 0.781 | Epoch: [38][516/553] Time 2.435 Data 0.001 Err 0.5091 top1 13.281 top5 3.906 | Epoch: [38][517/553] Time 2.451 Data 0.001 Err 0.3381 top1 10.156 top5 3.906 | Epoch: [38][518/553] Time 2.441 Data 0.001 Err 0.2702 top1 8.594 top5 0.781 | Epoch: [38][519/553] Time 2.440 Data 0.001 Err 0.3720 top1 10.938 top5 2.344 | Epoch: [38][520/553] Time 2.452 Data 0.001 Err 0.3122 top1 8.594 top5 2.344 | Epoch: [38][521/553] Time 2.464 Data 0.001 Err 0.4486 top1 13.281 top5 3.125 | Epoch: [38][522/553] Time 2.446 Data 0.001 Err 0.2564 top1 7.812 top5 0.781 | Epoch: [38][523/553] Time 2.445 Data 0.001 Err 0.2998 top1 11.719 top5 0.781 | Epoch: [38][524/553] Time 2.437 Data 0.001 Err 0.2584 top1 7.031 top5 0.781 | Epoch: [38][525/553] Time 2.473 Data 0.001 Err 0.3890 top1 9.375 top5 2.344 | Epoch: [38][526/553] Time 2.433 Data 0.001 Err 0.3325 top1 9.375 top5 3.125 | Epoch: [38][527/553] Time 2.428 Data 0.000 Err 0.4377 top1 13.281 top5 4.688 | Epoch: [38][528/553] Time 2.451 Data 0.001 Err 0.5406 top1 14.844 top5 4.688 | Epoch: [38][529/553] Time 2.478 Data 0.001 Err 0.2311 top1 6.250 top5 0.781 | Epoch: [38][530/553] Time 2.452 Data 0.001 Err 0.2527 top1 6.250 top5 1.562 | Epoch: [38][531/553] Time 2.442 Data 0.001 Err 0.4085 top1 14.844 top5 3.906 | Epoch: [38][532/553] Time 2.465 Data 0.001 Err 0.4317 top1 12.500 top5 3.125 | Epoch: [38][533/553] Time 2.473 Data 0.001 Err 0.1872 top1 5.469 top5 0.781 | Epoch: [38][534/553] Time 2.480 Data 0.000 Err 0.2692 top1 6.250 top5 1.562 | Epoch: [38][535/553] Time 2.455 Data 0.001 Err 0.2715 top1 7.812 top5 1.562 | Epoch: [38][536/553] Time 2.438 Data 0.000 Err 0.5080 top1 11.719 top5 6.250 | Epoch: [38][537/553] Time 2.443 Data 0.001 Err 0.3301 top1 7.812 top5 3.125 | Epoch: [38][538/553] Time 2.443 Data 0.001 Err 0.2543 top1 3.125 top5 0.000 | Epoch: [38][539/553] Time 2.441 Data 0.001 Err 0.1317 top1 3.125 top5 0.000 | Epoch: [38][540/553] Time 2.442 Data 0.001 Err 0.4108 top1 11.719 top5 2.344 | Epoch: [38][541/553] Time 2.477 Data 0.001 Err 0.2221 top1 3.125 top5 1.562 | Epoch: [38][542/553] Time 2.433 Data 0.001 Err 0.4397 top1 11.719 top5 3.125 | Epoch: [38][543/553] Time 2.444 Data 0.000 Err 0.2960 top1 7.031 top5 2.344 | Epoch: [38][544/553] Time 2.433 Data 0.000 Err 0.3107 top1 7.031 top5 3.125 | Epoch: [38][545/553] Time 2.469 Data 0.000 Err 0.4428 top1 10.938 top5 3.906 | Epoch: [38][546/553] Time 2.431 Data 0.000 Err 0.3664 top1 10.938 top5 3.906 | Epoch: [38][547/553] Time 2.443 Data 0.000 Err 0.3307 top1 10.938 top5 1.562 | Epoch: [38][548/553] Time 2.443 Data 0.000 Err 0.3354 top1 8.594 top5 2.344 | Epoch: [38][549/553] Time 2.440 Data 0.000 Err 0.4231 top1 12.500 top5 4.688 | Epoch: [38][550/553] Time 2.480 Data 0.000 Err 0.2062 top1 4.688 top5 1.562 | Epoch: [38][551/553] Time 2.439 Data 0.000 Err 0.3321 top1 8.594 top5 1.562 | Epoch: [38][552/553] Time 2.434 Data 0.000 Err 0.2662 top1 8.594 top5 0.000 | Epoch: [38][553/553] Time 1.023 Data 0.000 Err 0.5183 top1 13.636 top5 2.273 | Test: [38][1/198] Time 2.336 Data 1.621 top1 17.969 ( 17.969) top5 3.125 ( 3.125) | Test: [38][2/198] Time 0.720 Data 0.001 top1 14.062 ( 16.016) top5 2.344 ( 2.734) | Test: [38][3/198] Time 0.714 Data 0.000 top1 13.281 ( 15.104) top5 2.344 ( 2.604) | Test: [38][4/198] Time 0.726 Data 0.003 top1 14.844 ( 15.039) top5 7.031 ( 3.711) | Test: [38][5/198] Time 0.720 Data 0.001 top1 13.281 ( 14.688) top5 3.125 ( 3.594) | Test: [38][6/198] Time 0.717 Data 0.000 top1 13.281 ( 14.453) top5 2.344 ( 3.385) | Test: [38][7/198] Time 0.718 Data 0.001 top1 11.719 ( 14.062) top5 3.125 ( 3.348) | Test: [38][8/198] Time 0.717 Data 0.001 top1 10.938 ( 13.672) top5 3.125 ( 3.320) | Test: [38][9/198] Time 0.718 Data 0.001 top1 7.031 ( 12.934) top5 1.562 ( 3.125) | Test: [38][10/198] Time 0.713 Data 0.001 top1 14.844 ( 13.125) top5 3.125 ( 3.125) | Test: [38][11/198] Time 0.720 Data 0.001 top1 13.281 ( 13.139) top5 3.125 ( 3.125) | Test: [38][12/198] Time 0.717 Data 0.001 top1 10.156 ( 12.891) top5 3.125 ( 3.125) | Test: [38][13/198] Time 0.718 Data 0.001 top1 15.625 ( 13.101) top5 3.125 ( 3.125) | Test: [38][14/198] Time 0.715 Data 0.001 top1 10.156 ( 12.891) top5 0.781 ( 2.958) | Test: [38][15/198] Time 0.717 Data 0.001 top1 12.500 ( 12.865) top5 2.344 ( 2.917) | Test: [38][16/198] Time 0.727 Data 0.001 top1 9.375 ( 12.646) top5 2.344 ( 2.881) | Test: [38][17/198] Time 0.713 Data 0.001 top1 11.719 ( 12.592) top5 2.344 ( 2.849) | Test: [38][18/198] Time 0.717 Data 0.001 top1 13.281 ( 12.630) top5 4.688 ( 2.951) | Test: [38][19/198] Time 0.718 Data 0.001 top1 10.156 ( 12.500) top5 2.344 ( 2.919) | Test: [38][20/198] Time 0.715 Data 0.001 top1 15.625 ( 12.656) top5 2.344 ( 2.891) | Test: [38][21/198] Time 0.718 Data 0.001 top1 17.188 ( 12.872) top5 3.125 ( 2.902) | Test: [38][22/198] Time 0.717 Data 0.001 top1 9.375 ( 12.713) top5 0.000 ( 2.770) | Test: [38][23/198] Time 0.717 Data 0.001 top1 16.406 ( 12.874) top5 2.344 ( 2.751) | Test: [38][24/198] Time 0.715 Data 0.001 top1 14.844 ( 12.956) top5 3.906 ( 2.799) | Test: [38][25/198] Time 0.716 Data 0.001 top1 12.500 ( 12.938) top5 3.125 ( 2.812) | Test: [38][26/198] Time 0.725 Data 0.001 top1 18.750 ( 13.161) top5 3.906 ( 2.855) | Test: [38][27/198] Time 0.718 Data 0.001 top1 11.719 ( 13.108) top5 2.344 ( 2.836) | Test: [38][28/198] Time 0.725 Data 0.001 top1 10.156 ( 13.002) top5 3.125 ( 2.846) | Test: [38][29/198] Time 0.722 Data 0.001 top1 10.156 ( 12.904) top5 1.562 ( 2.802) | Test: [38][30/198] Time 0.722 Data 0.001 top1 14.062 ( 12.943) top5 1.562 ( 2.760) | Test: [38][31/198] Time 0.714 Data 0.001 top1 10.156 ( 12.853) top5 1.562 ( 2.722) | Test: [38][32/198] Time 0.724 Data 0.005 top1 11.719 ( 12.817) top5 1.562 ( 2.686) | Test: [38][33/198] Time 0.727 Data 0.001 top1 7.031 ( 12.642) top5 2.344 ( 2.675) | Test: [38][34/198] Time 0.725 Data 0.005 top1 11.719 ( 12.615) top5 2.344 ( 2.665) | Test: [38][35/198] Time 0.724 Data 0.001 top1 15.625 ( 12.701) top5 6.250 ( 2.768) | Test: [38][36/198] Time 0.715 Data 0.001 top1 10.938 ( 12.652) top5 0.781 ( 2.713) | Test: [38][37/198] Time 0.719 Data 0.001 top1 15.625 ( 12.732) top5 2.344 ( 2.703) | Test: [38][38/198] Time 0.720 Data 0.001 top1 19.531 ( 12.911) top5 1.562 ( 2.673) | Test: [38][39/198] Time 0.717 Data 0.001 top1 14.062 ( 12.941) top5 3.906 ( 2.704) | Test: [38][40/198] Time 0.715 Data 0.001 top1 12.500 ( 12.930) top5 3.125 ( 2.715) | Test: [38][41/198] Time 0.718 Data 0.001 top1 7.812 ( 12.805) top5 2.344 ( 2.706) | Test: [38][42/198] Time 0.720 Data 0.001 top1 8.594 ( 12.705) top5 2.344 ( 2.697) | Test: [38][43/198] Time 0.719 Data 0.001 top1 10.938 ( 12.664) top5 3.125 ( 2.707) | Test: [38][44/198] Time 0.712 Data 0.001 top1 7.812 ( 12.553) top5 3.125 ( 2.717) | Test: [38][45/198] Time 0.730 Data 0.001 top1 9.375 ( 12.483) top5 1.562 ( 2.691) | Test: [38][46/198] Time 0.727 Data 0.001 top1 15.625 ( 12.551) top5 2.344 ( 2.683) | Test: [38][47/198] Time 0.729 Data 0.001 top1 11.719 ( 12.533) top5 1.562 ( 2.660) | Test: [38][48/198] Time 0.725 Data 0.001 top1 13.281 ( 12.549) top5 2.344 ( 2.653) | Test: [38][49/198] Time 0.730 Data 0.001 top1 16.406 ( 12.628) top5 4.688 ( 2.695) | Test: [38][50/198] Time 0.729 Data 0.001 top1 15.625 ( 12.688) top5 2.344 ( 2.688) | Test: [38][51/198] Time 0.718 Data 0.001 top1 15.625 ( 12.745) top5 7.031 ( 2.773) | Test: [38][52/198] Time 0.728 Data 0.001 top1 13.281 ( 12.755) top5 2.344 ( 2.764) | Test: [38][53/198] Time 0.720 Data 0.001 top1 14.844 ( 12.795) top5 3.125 ( 2.771) | Test: [38][54/198] Time 0.727 Data 0.001 top1 18.750 ( 12.905) top5 3.125 ( 2.778) | Test: [38][55/198] Time 0.718 Data 0.001 top1 17.188 ( 12.983) top5 4.688 ( 2.812) | Test: [38][56/198] Time 0.715 Data 0.001 top1 13.281 ( 12.988) top5 1.562 ( 2.790) | Test: [38][57/198] Time 0.717 Data 0.001 top1 10.938 ( 12.952) top5 1.562 ( 2.769) | Test: [38][58/198] Time 0.712 Data 0.001 top1 14.062 ( 12.971) top5 3.906 ( 2.788) | Test: [38][59/198] Time 0.719 Data 0.001 top1 15.625 ( 13.016) top5 2.344 ( 2.781) | Test: [38][60/198] Time 0.768 Data 0.001 top1 18.750 ( 13.112) top5 4.688 ( 2.812) | Test: [38][61/198] Time 0.716 Data 0.001 top1 13.281 ( 13.115) top5 2.344 ( 2.805) | Test: [38][62/198] Time 0.712 Data 0.001 top1 14.062 ( 13.130) top5 3.906 ( 2.823) | Test: [38][63/198] Time 0.720 Data 0.001 top1 11.719 ( 13.108) top5 2.344 ( 2.815) | Test: [38][64/198] Time 0.718 Data 0.001 top1 11.719 ( 13.086) top5 2.344 ( 2.808) | Test: [38][65/198] Time 0.718 Data 0.001 top1 7.031 ( 12.993) top5 0.781 ( 2.776) | Test: [38][66/198] Time 0.717 Data 0.001 top1 15.625 ( 13.033) top5 3.906 ( 2.794) | Test: [38][67/198] Time 0.718 Data 0.001 top1 17.969 ( 13.106) top5 3.125 ( 2.799) | Test: [38][68/198] Time 0.709 Data 0.001 top1 15.625 ( 13.143) top5 4.688 ( 2.826) | Test: [38][69/198] Time 0.717 Data 0.001 top1 9.375 ( 13.089) top5 2.344 ( 2.819) | Test: [38][70/198] Time 0.718 Data 0.001 top1 12.500 ( 13.080) top5 2.344 ( 2.812) | Test: [38][71/198] Time 0.721 Data 0.001 top1 10.156 ( 13.039) top5 1.562 ( 2.795) | Test: [38][72/198] Time 0.712 Data 0.001 top1 7.812 ( 12.967) top5 0.781 ( 2.767) | Test: [38][73/198] Time 0.719 Data 0.001 top1 11.719 ( 12.949) top5 3.125 ( 2.772) | Test: [38][74/198] Time 0.717 Data 0.001 top1 13.281 ( 12.954) top5 3.125 ( 2.777) | Test: [38][75/198] Time 0.715 Data 0.001 top1 15.625 ( 12.990) top5 1.562 ( 2.760) | Test: [38][76/198] Time 0.716 Data 0.001 top1 15.625 ( 13.024) top5 4.688 ( 2.786) | Test: [38][77/198] Time 0.715 Data 0.001 top1 8.594 ( 12.967) top5 1.562 ( 2.770) | Test: [38][78/198] Time 0.718 Data 0.001 top1 15.625 ( 13.001) top5 1.562 ( 2.754) | Test: [38][79/198] Time 0.714 Data 0.001 top1 13.281 ( 13.004) top5 2.344 ( 2.749) | Test: [38][80/198] Time 0.715 Data 0.001 top1 11.719 ( 12.988) top5 1.562 ( 2.734) | Test: [38][81/198] Time 0.723 Data 0.001 top1 9.375 ( 12.944) top5 1.562 ( 2.720) | Test: [38][82/198] Time 0.716 Data 0.001 top1 17.188 ( 12.995) top5 1.562 ( 2.706) | Test: [38][83/198] Time 0.716 Data 0.001 top1 8.594 ( 12.942) top5 0.781 ( 2.683) | Test: [38][84/198] Time 0.715 Data 0.001 top1 14.062 ( 12.956) top5 3.125 ( 2.688) | Test: [38][85/198] Time 0.732 Data 0.001 top1 10.938 ( 12.932) top5 0.000 ( 2.656) | Test: [38][86/198] Time 0.726 Data 0.001 top1 9.375 ( 12.891) top5 2.344 ( 2.653) | Test: [38][87/198] Time 0.729 Data 0.001 top1 16.406 ( 12.931) top5 1.562 ( 2.640) | Test: [38][88/198] Time 0.738 Data 0.003 top1 10.156 ( 12.900) top5 3.906 ( 2.654) | Test: [38][89/198] Time 0.726 Data 0.001 top1 14.844 ( 12.921) top5 1.562 ( 2.642) | Test: [38][90/198] Time 0.723 Data 0.001 top1 10.938 ( 12.899) top5 2.344 ( 2.639) | Test: [38][91/198] Time 0.725 Data 0.001 top1 12.500 ( 12.895) top5 4.688 ( 2.661) | Test: [38][92/198] Time 0.715 Data 0.001 top1 14.062 ( 12.908) top5 3.906 ( 2.675) | Test: [38][93/198] Time 0.719 Data 0.001 top1 16.406 ( 12.945) top5 3.906 ( 2.688) | Test: [38][94/198] Time 0.713 Data 0.001 top1 10.156 ( 12.916) top5 0.000 ( 2.660) | Test: [38][95/198] Time 0.723 Data 0.001 top1 14.062 ( 12.928) top5 2.344 ( 2.656) | Test: [38][96/198] Time 0.718 Data 0.001 top1 10.156 ( 12.899) top5 2.344 ( 2.653) | Test: [38][97/198] Time 0.717 Data 0.001 top1 13.281 ( 12.903) top5 3.906 ( 2.666) | Test: [38][98/198] Time 0.717 Data 0.001 top1 16.406 ( 12.938) top5 5.469 ( 2.695) | Test: [38][99/198] Time 0.716 Data 0.001 top1 9.375 ( 12.902) top5 1.562 ( 2.683) | Test: [38][100/198] Time 0.718 Data 0.001 top1 8.594 ( 12.859) top5 3.125 ( 2.688) | Test: [38][101/198] Time 0.719 Data 0.001 top1 13.281 ( 12.864) top5 3.125 ( 2.692) | Test: [38][102/198] Time 0.732 Data 0.001 top1 11.719 ( 12.852) top5 3.125 ( 2.696) | Test: [38][103/198] Time 0.725 Data 0.001 top1 12.500 ( 12.849) top5 3.125 ( 2.700) | Test: [38][104/198] Time 0.733 Data 0.001 top1 7.031 ( 12.793) top5 1.562 ( 2.689) | Test: [38][105/198] Time 0.727 Data 0.001 top1 11.719 ( 12.783) top5 3.906 ( 2.701) | Test: [38][106/198] Time 0.731 Data 0.001 top1 15.625 ( 12.810) top5 3.906 ( 2.712) | Test: [38][107/198] Time 0.731 Data 0.001 top1 14.844 ( 12.829) top5 1.562 ( 2.702) | Test: [38][108/198] Time 0.730 Data 0.001 top1 13.281 ( 12.833) top5 0.000 ( 2.677) | Test: [38][109/198] Time 0.732 Data 0.001 top1 15.625 ( 12.858) top5 3.906 ( 2.688) | Test: [38][110/198] Time 0.717 Data 0.004 top1 7.812 ( 12.812) top5 0.781 ( 2.670) | Test: [38][111/198] Time 0.719 Data 0.001 top1 16.406 ( 12.845) top5 2.344 ( 2.668) | Test: [38][112/198] Time 0.715 Data 0.001 top1 10.938 ( 12.828) top5 2.344 ( 2.665) | Test: [38][113/198] Time 0.721 Data 0.001 top1 15.625 ( 12.853) top5 3.906 ( 2.676) | Test: [38][114/198] Time 0.718 Data 0.001 top1 7.031 ( 12.802) top5 0.000 ( 2.652) | Test: [38][115/198] Time 0.717 Data 0.001 top1 20.312 ( 12.867) top5 5.469 ( 2.677) | Test: [38][116/198] Time 0.730 Data 0.002 top1 16.406 ( 12.897) top5 5.469 ( 2.701) | Test: [38][117/198] Time 0.725 Data 0.001 top1 11.719 ( 12.887) top5 4.688 ( 2.718) | Test: [38][118/198] Time 0.719 Data 0.001 top1 19.531 ( 12.944) top5 2.344 ( 2.715) | Test: [38][119/198] Time 0.716 Data 0.001 top1 10.156 ( 12.920) top5 2.344 ( 2.711) | Test: [38][120/198] Time 0.710 Data 0.001 top1 12.500 ( 12.917) top5 3.906 ( 2.721) | Test: [38][121/198] Time 0.716 Data 0.001 top1 10.156 ( 12.894) top5 3.125 ( 2.725) | Test: [38][122/198] Time 0.713 Data 0.001 top1 15.625 ( 12.916) top5 2.344 ( 2.722) | Test: [38][123/198] Time 0.718 Data 0.001 top1 10.156 ( 12.894) top5 3.125 ( 2.725) | Test: [38][124/198] Time 0.716 Data 0.001 top1 11.719 ( 12.884) top5 2.344 ( 2.722) | Test: [38][125/198] Time 0.717 Data 0.001 top1 11.719 ( 12.875) top5 2.344 ( 2.719) | Test: [38][126/198] Time 0.717 Data 0.001 top1 15.625 ( 12.897) top5 3.906 ( 2.728) | Test: [38][127/198] Time 0.713 Data 0.001 top1 11.719 ( 12.888) top5 0.781 ( 2.713) | Test: [38][128/198] Time 0.718 Data 0.001 top1 8.594 ( 12.854) top5 2.344 ( 2.710) | Test: [38][129/198] Time 0.715 Data 0.001 top1 8.594 ( 12.821) top5 1.562 ( 2.701) | Test: [38][130/198] Time 0.713 Data 0.001 top1 12.500 ( 12.819) top5 1.562 ( 2.692) | Test: [38][131/198] Time 0.716 Data 0.001 top1 14.062 ( 12.828) top5 3.125 ( 2.696) | Test: [38][132/198] Time 0.716 Data 0.001 top1 10.938 ( 12.814) top5 1.562 ( 2.687) | Test: [38][133/198] Time 0.720 Data 0.002 top1 14.062 ( 12.823) top5 3.906 ( 2.696) | Test: [38][134/198] Time 0.716 Data 0.001 top1 9.375 ( 12.797) top5 1.562 ( 2.688) | Test: [38][135/198] Time 0.722 Data 0.003 top1 17.969 ( 12.836) top5 4.688 ( 2.703) | Test: [38][136/198] Time 0.716 Data 0.001 top1 11.719 ( 12.827) top5 2.344 ( 2.700) | Test: [38][137/198] Time 0.719 Data 0.001 top1 18.750 ( 12.871) top5 2.344 ( 2.697) | Test: [38][138/198] Time 0.726 Data 0.001 top1 8.594 ( 12.840) top5 3.125 ( 2.700) | Test: [38][139/198] Time 0.722 Data 0.001 top1 17.188 ( 12.871) top5 0.781 ( 2.687) | Test: [38][140/198] Time 0.726 Data 0.001 top1 17.188 ( 12.902) top5 5.469 ( 2.706) | Test: [38][141/198] Time 0.715 Data 0.001 top1 13.281 ( 12.904) top5 3.125 ( 2.709) | Test: [38][142/198] Time 0.712 Data 0.001 top1 14.844 ( 12.918) top5 3.906 ( 2.718) | Test: [38][143/198] Time 0.723 Data 0.001 top1 15.625 ( 12.937) top5 3.125 ( 2.721) | Test: [38][144/198] Time 0.726 Data 0.001 top1 13.281 ( 12.939) top5 3.906 ( 2.729) | Test: [38][145/198] Time 0.736 Data 0.001 top1 11.719 ( 12.931) top5 1.562 ( 2.721) | Test: [38][146/198] Time 0.722 Data 0.004 top1 12.500 ( 12.928) top5 3.906 ( 2.729) | Test: [38][147/198] Time 0.727 Data 0.001 top1 12.500 ( 12.925) top5 1.562 ( 2.721) | Test: [38][148/198] Time 0.722 Data 0.001 top1 10.938 ( 12.912) top5 3.125 ( 2.724) | Test: [38][149/198] Time 0.712 Data 0.001 top1 13.281 ( 12.914) top5 2.344 ( 2.721) | Test: [38][150/198] Time 0.714 Data 0.001 top1 10.938 ( 12.901) top5 2.344 ( 2.719) | Test: [38][151/198] Time 0.715 Data 0.001 top1 8.594 ( 12.873) top5 3.125 ( 2.721) | Test: [38][152/198] Time 0.718 Data 0.001 top1 7.031 ( 12.834) top5 3.125 ( 2.724) | Test: [38][153/198] Time 0.710 Data 0.001 top1 10.938 ( 12.822) top5 0.781 ( 2.711) | Test: [38][154/198] Time 0.719 Data 0.001 top1 12.500 ( 12.820) top5 0.781 ( 2.699) | Test: [38][155/198] Time 0.713 Data 0.001 top1 14.062 ( 12.828) top5 2.344 ( 2.697) | Test: [38][156/198] Time 0.717 Data 0.001 top1 10.156 ( 12.810) top5 3.125 ( 2.699) | Test: [38][157/198] Time 0.716 Data 0.001 top1 16.406 ( 12.833) top5 3.906 ( 2.707) | Test: [38][158/198] Time 0.714 Data 0.001 top1 17.188 ( 12.861) top5 0.781 ( 2.695) | Test: [38][159/198] Time 0.717 Data 0.001 top1 8.594 ( 12.834) top5 0.781 ( 2.683) | Test: [38][160/198] Time 0.716 Data 0.001 top1 11.719 ( 12.827) top5 3.125 ( 2.686) | Test: [38][161/198] Time 0.717 Data 0.001 top1 13.281 ( 12.830) top5 2.344 ( 2.683) | Test: [38][162/198] Time 0.717 Data 0.001 top1 9.375 ( 12.809) top5 3.125 ( 2.686) | Test: [38][163/198] Time 0.732 Data 0.003 top1 11.719 ( 12.802) top5 1.562 ( 2.679) | Test: [38][164/198] Time 0.735 Data 0.001 top1 12.500 ( 12.800) top5 3.125 ( 2.682) | Test: [38][165/198] Time 0.730 Data 0.001 top1 14.062 ( 12.808) top5 1.562 ( 2.675) | Test: [38][166/198] Time 0.731 Data 0.001 top1 14.062 ( 12.815) top5 1.562 ( 2.668) | Test: [38][167/198] Time 0.733 Data 0.001 top1 10.938 ( 12.804) top5 3.125 ( 2.671) | Test: [38][168/198] Time 0.715 Data 0.002 top1 9.375 ( 12.784) top5 3.906 ( 2.679) | Test: [38][169/198] Time 0.717 Data 0.001 top1 19.531 ( 12.824) top5 1.562 ( 2.672) | Test: [38][170/198] Time 0.710 Data 0.001 top1 15.625 ( 12.840) top5 1.562 ( 2.665) | Test: [38][171/198] Time 0.718 Data 0.001 top1 11.719 ( 12.834) top5 3.125 ( 2.668) | Test: [38][172/198] Time 0.716 Data 0.001 top1 13.281 ( 12.836) top5 3.906 ( 2.675) | Test: [38][173/198] Time 0.740 Data 0.001 top1 16.406 ( 12.857) top5 4.688 ( 2.687) | Test: [38][174/198] Time 0.722 Data 0.001 top1 10.938 ( 12.846) top5 1.562 ( 2.680) | Test: [38][175/198] Time 0.714 Data 0.001 top1 14.062 ( 12.853) top5 3.906 ( 2.688) | Test: [38][176/198] Time 0.713 Data 0.001 top1 10.938 ( 12.842) top5 1.562 ( 2.681) | Test: [38][177/198] Time 0.711 Data 0.001 top1 14.062 ( 12.849) top5 2.344 ( 2.679) | Test: [38][178/198] Time 0.718 Data 0.001 top1 10.156 ( 12.834) top5 4.688 ( 2.690) | Test: [38][179/198] Time 0.715 Data 0.001 top1 12.500 ( 12.832) top5 4.688 ( 2.702) | Test: [38][180/198] Time 0.714 Data 0.001 top1 9.375 ( 12.812) top5 0.000 ( 2.687) | Test: [38][181/198] Time 0.717 Data 0.001 top1 12.500 ( 12.811) top5 3.125 ( 2.689) | Test: [38][182/198] Time 0.717 Data 0.001 top1 12.500 ( 12.809) top5 1.562 ( 2.683) | Test: [38][183/198] Time 0.717 Data 0.001 top1 11.719 ( 12.803) top5 2.344 ( 2.681) | Test: [38][184/198] Time 0.737 Data 0.001 top1 14.844 ( 12.814) top5 1.562 ( 2.675) | Test: [38][185/198] Time 0.721 Data 0.001 top1 8.594 ( 12.791) top5 2.344 ( 2.673) | Test: [38][186/198] Time 0.720 Data 0.003 top1 9.375 ( 12.773) top5 0.000 ( 2.659) | Test: [38][187/198] Time 0.717 Data 0.001 top1 15.625 ( 12.788) top5 3.906 ( 2.665) | Test: [38][188/198] Time 0.716 Data 0.000 top1 14.844 ( 12.799) top5 2.344 ( 2.664) | Test: [38][189/198] Time 0.716 Data 0.000 top1 8.594 ( 12.777) top5 3.125 ( 2.666) | Test: [38][190/198] Time 0.715 Data 0.000 top1 13.281 ( 12.780) top5 1.562 ( 2.660) | Test: [38][191/198] Time 0.711 Data 0.000 top1 9.375 ( 12.762) top5 0.000 ( 2.646) | Test: [38][192/198] Time 0.712 Data 0.000 top1 8.594 ( 12.740) top5 0.000 ( 2.633) | Test: [38][193/198] Time 0.722 Data 0.000 top1 10.156 ( 12.727) top5 1.562 ( 2.627) | Test: [38][194/198] Time 0.722 Data 0.000 top1 10.938 ( 12.717) top5 3.906 ( 2.634) | Test: [38][195/198] Time 0.730 Data 0.000 top1 10.938 ( 12.708) top5 2.344 ( 2.632) | Test: [38][196/198] Time 0.265 Data 0.000 top1 26.471 ( 12.779) top5 5.882 ( 2.649) | Test: [38][197/198] Time 0.722 Data 0.000 top1 14.062 ( 12.785) top5 2.344 ( 2.647) | Test: [38][198/198] Time 0.722 Data 0.000 top1 15.625 ( 12.799) top5 6.250 ( 2.665) * Finished epoch # 38 top1: 12.799 top5: 2.665 Epoch 39 => Training epoch # 39 | Epoch: [39][1/553] Time 4.949 Data 2.461 Err 0.2579 top1 7.031 top5 2.344 | Epoch: [39][2/553] Time 2.445 Data 0.002 Err 0.3582 top1 7.812 top5 2.344 | Epoch: [39][3/553] Time 2.431 Data 0.001 Err 0.3918 top1 10.938 top5 3.125 | Epoch: [39][4/553] Time 2.477 Data 0.001 Err 0.4840 top1 11.719 top5 4.688 | Epoch: [39][5/553] Time 2.427 Data 0.000 Err 0.3448 top1 8.594 top5 3.125 | Epoch: [39][6/553] Time 2.436 Data 0.001 Err 0.3203 top1 8.594 top5 3.125 | Epoch: [39][7/553] Time 2.435 Data 0.001 Err 0.3216 top1 9.375 top5 2.344 | Epoch: [39][8/553] Time 2.467 Data 0.001 Err 0.3605 top1 8.594 top5 3.906 | Epoch: [39][9/553] Time 2.441 Data 0.001 Err 0.2431 top1 4.688 top5 2.344 | Epoch: [39][10/553] Time 2.510 Data 0.001 Err 0.4747 top1 11.719 top5 4.688 | Epoch: [39][11/553] Time 2.435 Data 0.001 Err 0.3242 top1 7.812 top5 2.344 | Epoch: [39][12/553] Time 2.439 Data 0.001 Err 0.1982 top1 7.031 top5 0.781 | Epoch: [39][13/553] Time 2.480 Data 0.001 Err 0.2583 top1 7.031 top5 0.781 | Epoch: [39][14/553] Time 2.454 Data 0.001 Err 0.2717 top1 7.031 top5 1.562 | Epoch: [39][15/553] Time 2.474 Data 0.001 Err 0.2391 top1 5.469 top5 0.781 | Epoch: [39][16/553] Time 2.446 Data 0.001 Err 0.4450 top1 12.500 top5 4.688 | Epoch: [39][17/553] Time 2.436 Data 0.001 Err 0.3565 top1 11.719 top5 1.562 | Epoch: [39][18/553] Time 2.451 Data 0.001 Err 0.2406 top1 6.250 top5 0.781 | Epoch: [39][19/553] Time 2.476 Data 0.001 Err 0.3610 top1 9.375 top5 3.906 | Epoch: [39][20/553] Time 2.441 Data 0.001 Err 0.4899 top1 10.156 top5 3.906 | Epoch: [39][21/553] Time 2.443 Data 0.001 Err 0.3738 top1 8.594 top5 4.688 | Epoch: [39][22/553] Time 2.437 Data 0.001 Err 0.3316 top1 9.375 top5 2.344 | Epoch: [39][23/553] Time 2.436 Data 0.001 Err 0.3449 top1 8.594 top5 2.344 | Epoch: [39][24/553] Time 2.436 Data 0.001 Err 0.4001 top1 10.156 top5 3.906 | Epoch: [39][25/553] Time 2.436 Data 0.001 Err 0.3493 top1 12.500 top5 2.344 | Epoch: [39][26/553] Time 2.462 Data 0.001 Err 0.3564 top1 11.719 top5 2.344 | Epoch: [39][27/553] Time 2.451 Data 0.001 Err 0.2891 top1 6.250 top5 0.781 | Epoch: [39][28/553] Time 2.442 Data 0.001 Err 0.2837 top1 7.812 top5 2.344 | Epoch: [39][29/553] Time 2.467 Data 0.001 Err 0.3411 top1 6.250 top5 5.469 | Epoch: [39][30/553] Time 2.441 Data 0.001 Err 0.2157 top1 5.469 top5 1.562 | Epoch: [39][31/553] Time 2.445 Data 0.001 Err 0.2293 top1 6.250 top5 1.562 | Epoch: [39][32/553] Time 2.435 Data 0.001 Err 0.5014 top1 11.719 top5 4.688 | Epoch: [39][33/553] Time 2.437 Data 0.001 Err 0.4087 top1 9.375 top5 1.562 | Epoch: [39][34/553] Time 2.436 Data 0.001 Err 0.3741 top1 8.594 top5 2.344 | Epoch: [39][35/553] Time 2.438 Data 0.001 Err 0.2538 top1 6.250 top5 3.906 | Epoch: [39][36/553] Time 2.450 Data 0.001 Err 0.3186 top1 9.375 top5 3.125 | Epoch: [39][37/553] Time 2.435 Data 0.001 Err 0.3235 top1 7.812 top5 2.344 | Epoch: [39][38/553] Time 2.452 Data 0.001 Err 0.4005 top1 10.156 top5 3.125 | Epoch: [39][39/553] Time 2.438 Data 0.001 Err 0.4579 top1 11.719 top5 4.688 | Epoch: [39][40/553] Time 2.476 Data 0.001 Err 0.4059 top1 9.375 top5 5.469 | Epoch: [39][41/553] Time 2.462 Data 0.001 Err 0.3801 top1 14.062 top5 2.344 | Epoch: [39][42/553] Time 2.444 Data 0.001 Err 0.2434 top1 4.688 top5 1.562 | Epoch: [39][43/553] Time 2.433 Data 0.001 Err 0.3505 top1 8.594 top5 3.906 | Epoch: [39][44/553] Time 2.439 Data 0.001 Err 0.3617 top1 10.938 top5 3.906 | Epoch: [39][45/553] Time 2.433 Data 0.001 Err 0.3174 top1 7.812 top5 1.562 | Epoch: [39][46/553] Time 2.472 Data 0.000 Err 0.2473 top1 7.031 top5 0.000 | Epoch: [39][47/553] Time 2.436 Data 0.001 Err 0.2950 top1 8.594 top5 2.344 | Epoch: [39][48/553] Time 2.506 Data 0.001 Err 0.3383 top1 7.812 top5 3.906 | Epoch: [39][49/553] Time 2.445 Data 0.004 Err 0.3690 top1 14.062 top5 2.344 | Epoch: [39][50/553] Time 2.446 Data 0.001 Err 0.3916 top1 9.375 top5 5.469 | Epoch: [39][51/553] Time 2.448 Data 0.001 Err 0.2525 top1 6.250 top5 0.781 | Epoch: [39][52/553] Time 2.475 Data 0.001 Err 0.3780 top1 8.594 top5 3.125 | Epoch: [39][53/553] Time 2.453 Data 0.001 Err 0.4596 top1 8.594 top5 3.906 | Epoch: [39][54/553] Time 2.482 Data 0.001 Err 0.2777 top1 3.125 top5 1.562 | Epoch: [39][55/553] Time 2.487 Data 0.001 Err 0.3255 top1 9.375 top5 3.125 | Epoch: [39][56/553] Time 2.515 Data 0.001 Err 0.4519 top1 10.156 top5 3.125 | Epoch: [39][57/553] Time 2.447 Data 0.001 Err 0.4995 top1 11.719 top5 5.469 | Epoch: [39][58/553] Time 2.444 Data 0.001 Err 0.4426 top1 8.594 top5 4.688 | Epoch: [39][59/553] Time 2.440 Data 0.001 Err 0.3200 top1 7.031 top5 1.562 | Epoch: [39][60/553] Time 2.476 Data 0.001 Err 0.3563 top1 10.938 top5 1.562 | Epoch: [39][61/553] Time 2.452 Data 0.001 Err 0.4148 top1 11.719 top5 5.469 | Epoch: [39][62/553] Time 2.437 Data 0.001 Err 0.2460 top1 7.812 top5 0.781 | Epoch: [39][63/553] Time 2.481 Data 0.001 Err 0.4082 top1 12.500 top5 3.906 | Epoch: [39][64/553] Time 2.450 Data 0.001 Err 0.3169 top1 8.594 top5 3.125 | Epoch: [39][65/553] Time 2.446 Data 0.000 Err 0.2847 top1 8.594 top5 1.562 | Epoch: [39][66/553] Time 2.485 Data 0.001 Err 0.2524 top1 7.812 top5 2.344 | Epoch: [39][67/553] Time 2.483 Data 0.001 Err 0.4418 top1 8.594 top5 3.906 | Epoch: [39][68/553] Time 2.447 Data 0.001 Err 0.3524 top1 7.812 top5 2.344 | Epoch: [39][69/553] Time 2.469 Data 0.001 Err 0.3434 top1 9.375 top5 3.125 | Epoch: [39][70/553] Time 2.448 Data 0.003 Err 0.2456 top1 6.250 top5 2.344 | Epoch: [39][71/553] Time 2.459 Data 0.001 Err 0.4455 top1 9.375 top5 5.469 | Epoch: [39][72/553] Time 2.447 Data 0.001 Err 0.3424 top1 10.156 top5 2.344 | Epoch: [39][73/553] Time 2.472 Data 0.001 Err 0.3669 top1 9.375 top5 3.906 | Epoch: [39][74/553] Time 2.438 Data 0.001 Err 0.2802 top1 8.594 top5 1.562 | Epoch: [39][75/553] Time 2.474 Data 0.001 Err 0.2873 top1 7.031 top5 2.344 | Epoch: [39][76/553] Time 2.442 Data 0.001 Err 0.3687 top1 10.156 top5 0.781 | Epoch: [39][77/553] Time 2.471 Data 0.001 Err 0.4541 top1 13.281 top5 5.469 | Epoch: [39][78/553] Time 2.459 Data 0.001 Err 0.3840 top1 13.281 top5 3.125 | Epoch: [39][79/553] Time 2.454 Data 0.001 Err 0.3155 top1 8.594 top5 0.781 | Epoch: [39][80/553] Time 2.456 Data 0.001 Err 0.4058 top1 10.938 top5 3.906 | Epoch: [39][81/553] Time 2.441 Data 0.001 Err 0.3233 top1 10.938 top5 1.562 | Epoch: [39][82/553] Time 2.447 Data 0.001 Err 0.3389 top1 5.469 top5 3.906 | Epoch: [39][83/553] Time 2.439 Data 0.001 Err 0.3466 top1 9.375 top5 2.344 | Epoch: [39][84/553] Time 2.441 Data 0.000 Err 0.2377 top1 3.125 top5 0.781 | Epoch: [39][85/553] Time 2.494 Data 0.001 Err 0.2604 top1 6.250 top5 0.781 | Epoch: [39][86/553] Time 2.453 Data 0.001 Err 0.2733 top1 5.469 top5 1.562 | Epoch: [39][87/553] Time 2.464 Data 0.001 Err 0.3202 top1 10.156 top5 0.781 | Epoch: [39][88/553] Time 2.459 Data 0.001 Err 0.3832 top1 8.594 top5 3.906 | Epoch: [39][89/553] Time 2.447 Data 0.007 Err 0.2828 top1 7.812 top5 1.562 | Epoch: [39][90/553] Time 2.435 Data 0.000 Err 0.2445 top1 5.469 top5 1.562 | Epoch: [39][91/553] Time 2.476 Data 0.001 Err 0.3426 top1 10.938 top5 3.906 | Epoch: [39][92/553] Time 2.436 Data 0.001 Err 0.2445 top1 7.031 top5 0.000 | Epoch: [39][93/553] Time 2.433 Data 0.001 Err 0.3831 top1 8.594 top5 3.906 | Epoch: [39][94/553] Time 2.473 Data 0.001 Err 0.3625 top1 9.375 top5 3.125 | Epoch: [39][95/553] Time 2.440 Data 0.001 Err 0.4227 top1 10.938 top5 3.906 | Epoch: [39][96/553] Time 2.439 Data 0.001 Err 0.2347 top1 5.469 top5 1.562 | Epoch: [39][97/553] Time 2.439 Data 0.001 Err 0.2426 top1 7.031 top5 0.000 | Epoch: [39][98/553] Time 2.437 Data 0.001 Err 0.2941 top1 7.812 top5 3.125 | Epoch: [39][99/553] Time 2.472 Data 0.001 Err 0.2743 top1 7.031 top5 2.344 | Epoch: [39][100/553] Time 2.505 Data 0.001 Err 0.3822 top1 12.500 top5 2.344 | Epoch: [39][101/553] Time 2.461 Data 0.001 Err 0.3805 top1 9.375 top5 4.688 | Epoch: [39][102/553] Time 2.438 Data 0.000 Err 0.3987 top1 10.156 top5 3.906 | Epoch: [39][103/553] Time 2.444 Data 0.001 Err 0.3051 top1 10.156 top5 0.781 | Epoch: [39][104/553] Time 2.450 Data 0.001 Err 0.4297 top1 14.062 top5 2.344 | Epoch: [39][105/553] Time 2.439 Data 0.001 Err 0.3663 top1 7.031 top5 3.125 | Epoch: [39][106/553] Time 2.488 Data 0.001 Err 0.3223 top1 10.938 top5 2.344 | Epoch: [39][107/553] Time 2.460 Data 0.001 Err 0.2625 top1 9.375 top5 1.562 | Epoch: [39][108/553] Time 2.447 Data 0.002 Err 0.4254 top1 10.156 top5 3.125 | Epoch: [39][109/553] Time 2.435 Data 0.001 Err 0.3464 top1 9.375 top5 3.906 | Epoch: [39][110/553] Time 2.432 Data 0.001 Err 0.3796 top1 9.375 top5 3.906 | Epoch: [39][111/553] Time 2.440 Data 0.001 Err 0.2221 top1 7.031 top5 1.562 | Epoch: [39][112/553] Time 2.438 Data 0.001 Err 0.4197 top1 14.062 top5 3.906 | Epoch: [39][113/553] Time 2.436 Data 0.001 Err 0.3627 top1 7.812 top5 3.906 | Epoch: [39][114/553] Time 2.450 Data 0.001 Err 0.4322 top1 10.938 top5 3.125 | Epoch: [39][115/553] Time 2.443 Data 0.001 Err 0.3524 top1 7.812 top5 2.344 | Epoch: [39][116/553] Time 2.464 Data 0.001 Err 0.1918 top1 4.688 top5 0.781 | Epoch: [39][117/553] Time 2.440 Data 0.001 Err 0.3441 top1 9.375 top5 2.344 | Epoch: [39][118/553] Time 2.437 Data 0.001 Err 0.3618 top1 12.500 top5 2.344 | Epoch: [39][119/553] Time 2.442 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [39][120/553] Time 2.440 Data 0.001 Err 0.5052 top1 10.938 top5 4.688 | Epoch: [39][121/553] Time 2.440 Data 0.001 Err 0.3341 top1 10.156 top5 1.562 | Epoch: [39][122/553] Time 2.465 Data 0.001 Err 0.2209 top1 4.688 top5 0.000 | Epoch: [39][123/553] Time 2.441 Data 0.001 Err 0.3890 top1 8.594 top5 2.344 | Epoch: [39][124/553] Time 2.478 Data 0.001 Err 0.4393 top1 10.938 top5 3.906 | Epoch: [39][125/553] Time 2.489 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [39][126/553] Time 2.438 Data 0.001 Err 0.3832 top1 8.594 top5 3.125 | Epoch: [39][127/553] Time 2.443 Data 0.004 Err 0.4259 top1 11.719 top5 5.469 | Epoch: [39][128/553] Time 2.432 Data 0.001 Err 0.2616 top1 5.469 top5 2.344 | Epoch: [39][129/553] Time 2.474 Data 0.001 Err 0.5023 top1 17.188 top5 2.344 | Epoch: [39][130/553] Time 2.449 Data 0.001 Err 0.5070 top1 13.281 top5 4.688 | Epoch: [39][131/553] Time 2.438 Data 0.001 Err 0.2163 top1 5.469 top5 0.000 | Epoch: [39][132/553] Time 2.472 Data 0.001 Err 0.1957 top1 3.125 top5 1.562 | Epoch: [39][133/553] Time 2.451 Data 0.001 Err 0.3603 top1 11.719 top5 2.344 | Epoch: [39][134/553] Time 2.440 Data 0.001 Err 0.4334 top1 13.281 top5 6.250 | Epoch: [39][135/553] Time 2.438 Data 0.001 Err 0.3944 top1 11.719 top5 1.562 | Epoch: [39][136/553] Time 2.478 Data 0.001 Err 0.3837 top1 9.375 top5 3.125 | Epoch: [39][137/553] Time 2.452 Data 0.001 Err 0.3795 top1 9.375 top5 2.344 | Epoch: [39][138/553] Time 2.440 Data 0.001 Err 0.2215 top1 4.688 top5 0.781 | Epoch: [39][139/553] Time 2.431 Data 0.001 Err 0.3275 top1 10.156 top5 1.562 | Epoch: [39][140/553] Time 2.431 Data 0.001 Err 0.3365 top1 10.156 top5 2.344 | Epoch: [39][141/553] Time 2.480 Data 0.000 Err 0.2072 top1 6.250 top5 1.562 | Epoch: [39][142/553] Time 2.443 Data 0.001 Err 0.4454 top1 10.938 top5 2.344 | Epoch: [39][143/553] Time 2.440 Data 0.001 Err 0.4225 top1 9.375 top5 3.125 | Epoch: [39][144/553] Time 2.438 Data 0.001 Err 0.2735 top1 10.156 top5 0.000 | Epoch: [39][145/553] Time 2.430 Data 0.001 Err 0.4406 top1 10.938 top5 3.125 | Epoch: [39][146/553] Time 2.493 Data 0.002 Err 0.3349 top1 7.031 top5 2.344 | Epoch: [39][147/553] Time 2.441 Data 0.001 Err 0.2873 top1 8.594 top5 2.344 | Epoch: [39][148/553] Time 2.445 Data 0.001 Err 0.3806 top1 10.938 top5 2.344 | Epoch: [39][149/553] Time 2.438 Data 0.000 Err 0.2555 top1 8.594 top5 0.000 | Epoch: [39][150/553] Time 2.434 Data 0.001 Err 0.3008 top1 9.375 top5 0.781 | Epoch: [39][151/553] Time 2.477 Data 0.001 Err 0.3786 top1 10.156 top5 2.344 | Epoch: [39][152/553] Time 2.436 Data 0.001 Err 0.3178 top1 8.594 top5 3.125 | Epoch: [39][153/553] Time 2.454 Data 0.001 Err 0.3018 top1 10.938 top5 0.781 | Epoch: [39][154/553] Time 2.446 Data 0.001 Err 0.3236 top1 7.812 top5 0.781 | Epoch: [39][155/553] Time 2.461 Data 0.001 Err 0.4465 top1 10.938 top5 4.688 | Epoch: [39][156/553] Time 2.471 Data 0.001 Err 0.4452 top1 10.938 top5 3.906 | Epoch: [39][157/553] Time 2.448 Data 0.001 Err 0.3162 top1 9.375 top5 1.562 | Epoch: [39][158/553] Time 2.445 Data 0.001 Err 0.4343 top1 11.719 top5 3.125 | Epoch: [39][159/553] Time 2.477 Data 0.001 Err 0.2679 top1 4.688 top5 1.562 | Epoch: [39][160/553] Time 2.513 Data 0.001 Err 0.2603 top1 7.031 top5 2.344 | Epoch: [39][161/553] Time 2.515 Data 0.001 Err 0.3887 top1 11.719 top5 3.125 | Epoch: [39][162/553] Time 2.450 Data 0.001 Err 0.3287 top1 8.594 top5 3.906 | Epoch: [39][163/553] Time 2.479 Data 0.001 Err 0.3805 top1 8.594 top5 3.906 | Epoch: [39][164/553] Time 2.514 Data 0.001 Err 0.3458 top1 13.281 top5 1.562 | Epoch: [39][165/553] Time 2.437 Data 0.005 Err 0.2793 top1 5.469 top5 1.562 | Epoch: [39][166/553] Time 2.435 Data 0.001 Err 0.3737 top1 10.938 top5 2.344 | Epoch: [39][167/553] Time 2.454 Data 0.001 Err 0.4056 top1 10.156 top5 3.906 | Epoch: [39][168/553] Time 2.472 Data 0.001 Err 0.2812 top1 6.250 top5 1.562 | Epoch: [39][169/553] Time 2.438 Data 0.001 Err 0.3771 top1 10.156 top5 3.125 | Epoch: [39][170/553] Time 2.451 Data 0.001 Err 0.3359 top1 10.156 top5 2.344 | Epoch: [39][171/553] Time 2.477 Data 0.001 Err 0.3009 top1 9.375 top5 1.562 | Epoch: [39][172/553] Time 2.435 Data 0.001 Err 0.4080 top1 10.156 top5 3.125 | Epoch: [39][173/553] Time 2.442 Data 0.001 Err 0.2655 top1 7.812 top5 2.344 | Epoch: [39][174/553] Time 2.444 Data 0.001 Err 0.2292 top1 4.688 top5 1.562 | Epoch: [39][175/553] Time 2.445 Data 0.001 Err 0.3426 top1 9.375 top5 3.906 | Epoch: [39][176/553] Time 2.453 Data 0.001 Err 0.2569 top1 6.250 top5 1.562 | Epoch: [39][177/553] Time 2.481 Data 0.001 Err 0.3693 top1 10.938 top5 3.125 | Epoch: [39][178/553] Time 2.438 Data 0.001 Err 0.3286 top1 8.594 top5 1.562 | Epoch: [39][179/553] Time 2.504 Data 0.000 Err 0.2646 top1 5.469 top5 2.344 | Epoch: [39][180/553] Time 2.438 Data 0.001 Err 0.2599 top1 6.250 top5 1.562 | Epoch: [39][181/553] Time 2.441 Data 0.001 Err 0.3562 top1 7.812 top5 3.906 | Epoch: [39][182/553] Time 2.447 Data 0.001 Err 0.5606 top1 14.844 top5 6.250 | Epoch: [39][183/553] Time 2.436 Data 0.001 Err 0.3309 top1 9.375 top5 2.344 | Epoch: [39][184/553] Time 2.437 Data 0.001 Err 0.2827 top1 6.250 top5 2.344 | Epoch: [39][185/553] Time 2.438 Data 0.001 Err 0.5013 top1 10.938 top5 2.344 | Epoch: [39][186/553] Time 2.442 Data 0.001 Err 0.3833 top1 10.156 top5 3.906 | Epoch: [39][187/553] Time 2.465 Data 0.000 Err 0.2680 top1 7.031 top5 1.562 | Epoch: [39][188/553] Time 2.467 Data 0.001 Err 0.4728 top1 8.594 top5 5.469 | Epoch: [39][189/553] Time 2.447 Data 0.001 Err 0.3611 top1 13.281 top5 1.562 | Epoch: [39][190/553] Time 2.482 Data 0.001 Err 0.2543 top1 7.031 top5 3.125 | Epoch: [39][191/553] Time 2.479 Data 0.001 Err 0.3660 top1 7.812 top5 1.562 | Epoch: [39][192/553] Time 2.478 Data 0.001 Err 0.3368 top1 9.375 top5 2.344 | Epoch: [39][193/553] Time 2.431 Data 0.001 Err 0.4989 top1 11.719 top5 3.906 | Epoch: [39][194/553] Time 2.447 Data 0.001 Err 0.2883 top1 7.031 top5 3.125 | Epoch: [39][195/553] Time 2.445 Data 0.001 Err 0.3687 top1 8.594 top5 3.125 | Epoch: [39][196/553] Time 2.468 Data 0.001 Err 0.3129 top1 7.031 top5 2.344 | Epoch: [39][197/553] Time 2.473 Data 0.001 Err 0.3404 top1 7.812 top5 3.906 | Epoch: [39][198/553] Time 2.434 Data 0.000 Err 0.3375 top1 7.812 top5 1.562 | Epoch: [39][199/553] Time 2.437 Data 0.001 Err 0.5166 top1 12.500 top5 4.688 | Epoch: [39][200/553] Time 2.467 Data 0.001 Err 0.4528 top1 12.500 top5 3.906 | Epoch: [39][201/553] Time 2.451 Data 0.001 Err 0.5672 top1 14.062 top5 5.469 | Epoch: [39][202/553] Time 2.447 Data 0.001 Err 0.3343 top1 9.375 top5 2.344 | Epoch: [39][203/553] Time 2.440 Data 0.005 Err 0.3157 top1 9.375 top5 3.125 | Epoch: [39][204/553] Time 2.441 Data 0.001 Err 0.5091 top1 12.500 top5 5.469 | Epoch: [39][205/553] Time 2.478 Data 0.001 Err 0.3155 top1 8.594 top5 3.125 | Epoch: [39][206/553] Time 2.438 Data 0.000 Err 0.3565 top1 8.594 top5 1.562 | Epoch: [39][207/553] Time 2.440 Data 0.001 Err 0.4500 top1 10.156 top5 3.125 | Epoch: [39][208/553] Time 2.498 Data 0.001 Err 0.2836 top1 6.250 top5 1.562 | Epoch: [39][209/553] Time 2.440 Data 0.001 Err 0.4051 top1 10.938 top5 1.562 | Epoch: [39][210/553] Time 2.450 Data 0.001 Err 0.4951 top1 14.062 top5 3.906 | Epoch: [39][211/553] Time 2.443 Data 0.001 Err 0.3076 top1 7.812 top5 1.562 | Epoch: [39][212/553] Time 2.440 Data 0.001 Err 0.4487 top1 11.719 top5 4.688 | Epoch: [39][213/553] Time 2.447 Data 0.001 Err 0.3775 top1 9.375 top5 2.344 | Epoch: [39][214/553] Time 2.438 Data 0.001 Err 0.3255 top1 10.156 top5 0.781 | Epoch: [39][215/553] Time 2.440 Data 0.001 Err 0.3603 top1 8.594 top5 3.125 | Epoch: [39][216/553] Time 2.472 Data 0.001 Err 0.3228 top1 10.156 top5 2.344 | Epoch: [39][217/553] Time 2.452 Data 0.001 Err 0.3878 top1 8.594 top5 3.906 | Epoch: [39][218/553] Time 2.502 Data 0.001 Err 0.1983 top1 3.125 top5 0.781 | Epoch: [39][219/553] Time 2.442 Data 0.001 Err 0.2411 top1 7.812 top5 0.781 | Epoch: [39][220/553] Time 2.449 Data 0.001 Err 0.4258 top1 10.156 top5 4.688 | Epoch: [39][221/553] Time 2.436 Data 0.001 Err 0.2920 top1 5.469 top5 2.344 | Epoch: [39][222/553] Time 2.499 Data 0.003 Err 0.3148 top1 9.375 top5 1.562 | Epoch: [39][223/553] Time 2.481 Data 0.001 Err 0.1568 top1 6.250 top5 0.000 | Epoch: [39][224/553] Time 2.456 Data 0.001 Err 0.3183 top1 10.156 top5 2.344 | Epoch: [39][225/553] Time 2.438 Data 0.001 Err 0.4888 top1 11.719 top5 6.250 | Epoch: [39][226/553] Time 2.441 Data 0.001 Err 0.2950 top1 7.812 top5 2.344 | Epoch: [39][227/553] Time 2.447 Data 0.001 Err 0.5743 top1 15.625 top5 3.906 | Epoch: [39][228/553] Time 2.446 Data 0.001 Err 0.4210 top1 10.938 top5 3.125 | Epoch: [39][229/553] Time 2.432 Data 0.001 Err 0.4098 top1 10.938 top5 3.906 | Epoch: [39][230/553] Time 2.448 Data 0.001 Err 0.3036 top1 7.812 top5 2.344 | Epoch: [39][231/553] Time 2.441 Data 0.001 Err 0.4880 top1 13.281 top5 6.250 | Epoch: [39][232/553] Time 2.460 Data 0.001 Err 0.2952 top1 7.812 top5 2.344 | Epoch: [39][233/553] Time 2.438 Data 0.001 Err 0.3855 top1 10.938 top5 3.125 | Epoch: [39][234/553] Time 2.435 Data 0.001 Err 0.2550 top1 9.375 top5 0.000 | Epoch: [39][235/553] Time 2.463 Data 0.001 Err 0.2524 top1 7.031 top5 0.781 | Epoch: [39][236/553] Time 2.444 Data 0.000 Err 0.1883 top1 5.469 top5 0.781 | Epoch: [39][237/553] Time 2.436 Data 0.001 Err 0.3333 top1 10.156 top5 2.344 | Epoch: [39][238/553] Time 2.438 Data 0.001 Err 0.4031 top1 7.812 top5 4.688 | Epoch: [39][239/553] Time 2.478 Data 0.001 Err 0.2928 top1 7.812 top5 2.344 | Epoch: [39][240/553] Time 2.435 Data 0.001 Err 0.3560 top1 8.594 top5 3.906 | Epoch: [39][241/553] Time 2.467 Data 0.001 Err 0.2976 top1 7.031 top5 1.562 | Epoch: [39][242/553] Time 2.507 Data 0.000 Err 0.4841 top1 11.719 top5 3.906 | Epoch: [39][243/553] Time 2.442 Data 0.001 Err 0.4077 top1 13.281 top5 1.562 | Epoch: [39][244/553] Time 2.436 Data 0.000 Err 0.2662 top1 6.250 top5 3.125 | Epoch: [39][245/553] Time 2.439 Data 0.001 Err 0.4156 top1 9.375 top5 3.906 | Epoch: [39][246/553] Time 2.492 Data 0.001 Err 0.2213 top1 4.688 top5 2.344 | Epoch: [39][247/553] Time 2.434 Data 0.001 Err 0.4447 top1 14.844 top5 3.906 | Epoch: [39][248/553] Time 2.439 Data 0.001 Err 0.2383 top1 8.594 top5 0.781 | Epoch: [39][249/553] Time 2.437 Data 0.001 Err 0.4199 top1 10.938 top5 4.688 | Epoch: [39][250/553] Time 2.485 Data 0.001 Err 0.2695 top1 7.812 top5 2.344 | Epoch: [39][251/553] Time 2.454 Data 0.001 Err 0.4355 top1 12.500 top5 3.906 | Epoch: [39][252/553] Time 2.437 Data 0.001 Err 0.3169 top1 9.375 top5 3.125 | Epoch: [39][253/553] Time 2.442 Data 0.001 Err 0.2976 top1 6.250 top5 2.344 | Epoch: [39][254/553] Time 2.440 Data 0.001 Err 0.3926 top1 8.594 top5 3.906 | Epoch: [39][255/553] Time 2.442 Data 0.001 Err 0.5217 top1 13.281 top5 4.688 | Epoch: [39][256/553] Time 2.457 Data 0.001 Err 0.2545 top1 7.812 top5 1.562 | Epoch: [39][257/553] Time 2.446 Data 0.001 Err 0.4468 top1 11.719 top5 4.688 | Epoch: [39][258/553] Time 2.468 Data 0.001 Err 0.3313 top1 10.156 top5 3.125 | Epoch: [39][259/553] Time 2.461 Data 0.001 Err 0.2759 top1 6.250 top5 1.562 | Epoch: [39][260/553] Time 2.451 Data 0.006 Err 0.3567 top1 8.594 top5 2.344 | Epoch: [39][261/553] Time 2.444 Data 0.000 Err 0.2459 top1 4.688 top5 2.344 | Epoch: [39][262/553] Time 2.447 Data 0.001 Err 0.3259 top1 8.594 top5 3.125 | Epoch: [39][263/553] Time 2.469 Data 0.001 Err 0.4685 top1 13.281 top5 2.344 | Epoch: [39][264/553] Time 2.441 Data 0.001 Err 0.3880 top1 10.156 top5 3.125 | Epoch: [39][265/553] Time 2.495 Data 0.000 Err 0.3387 top1 6.250 top5 2.344 | Epoch: [39][266/553] Time 2.441 Data 0.001 Err 0.4128 top1 9.375 top5 3.125 | Epoch: [39][267/553] Time 2.441 Data 0.001 Err 0.6573 top1 14.844 top5 7.031 | Epoch: [39][268/553] Time 2.445 Data 0.001 Err 0.2528 top1 7.812 top5 2.344 | Epoch: [39][269/553] Time 2.438 Data 0.001 Err 0.4830 top1 12.500 top5 5.469 | Epoch: [39][270/553] Time 2.454 Data 0.001 Err 0.4184 top1 14.062 top5 3.125 | Epoch: [39][271/553] Time 2.437 Data 0.001 Err 0.2891 top1 6.250 top5 3.125 | Epoch: [39][272/553] Time 2.489 Data 0.001 Err 0.3023 top1 7.812 top5 4.688 | Epoch: [39][273/553] Time 2.497 Data 0.001 Err 0.2947 top1 7.031 top5 1.562 | Epoch: [39][274/553] Time 2.433 Data 0.001 Err 0.4523 top1 14.844 top5 3.906 | Epoch: [39][275/553] Time 2.446 Data 0.001 Err 0.2487 top1 8.594 top5 0.781 | Epoch: [39][276/553] Time 2.441 Data 0.001 Err 0.3331 top1 10.938 top5 1.562 | Epoch: [39][277/553] Time 2.443 Data 0.001 Err 0.3159 top1 10.156 top5 1.562 | Epoch: [39][278/553] Time 2.447 Data 0.001 Err 0.4028 top1 14.062 top5 4.688 | Epoch: [39][279/553] Time 2.451 Data 0.004 Err 0.2409 top1 5.469 top5 1.562 | Epoch: [39][280/553] Time 2.471 Data 0.001 Err 0.4131 top1 14.844 top5 3.906 | Epoch: [39][281/553] Time 2.435 Data 0.001 Err 0.5032 top1 14.844 top5 3.906 | Epoch: [39][282/553] Time 2.455 Data 0.001 Err 0.5748 top1 14.844 top5 6.250 | Epoch: [39][283/553] Time 2.522 Data 0.001 Err 0.2882 top1 6.250 top5 3.125 | Epoch: [39][284/553] Time 2.469 Data 0.000 Err 0.2407 top1 6.250 top5 0.781 | Epoch: [39][285/553] Time 2.501 Data 0.001 Err 0.3602 top1 9.375 top5 3.125 | Epoch: [39][286/553] Time 2.444 Data 0.001 Err 0.3795 top1 10.156 top5 2.344 | Epoch: [39][287/553] Time 2.492 Data 0.001 Err 0.5601 top1 15.625 top5 4.688 | Epoch: [39][288/553] Time 2.487 Data 0.001 Err 0.2364 top1 4.688 top5 0.781 | Epoch: [39][289/553] Time 2.476 Data 0.001 Err 0.3375 top1 7.812 top5 1.562 | Epoch: [39][290/553] Time 2.492 Data 0.001 Err 0.3993 top1 10.156 top5 3.125 | Epoch: [39][291/553] Time 2.473 Data 0.001 Err 0.2154 top1 3.906 top5 0.781 | Epoch: [39][292/553] Time 2.476 Data 0.001 Err 0.2143 top1 7.031 top5 0.781 | Epoch: [39][293/553] Time 2.440 Data 0.001 Err 0.2914 top1 7.812 top5 3.125 | Epoch: [39][294/553] Time 2.441 Data 0.001 Err 0.3146 top1 8.594 top5 2.344 | Epoch: [39][295/553] Time 2.484 Data 0.001 Err 0.3378 top1 9.375 top5 1.562 | Epoch: [39][296/553] Time 2.459 Data 0.001 Err 0.4309 top1 9.375 top5 3.125 | Epoch: [39][297/553] Time 2.436 Data 0.001 Err 0.5462 top1 12.500 top5 4.688 | Epoch: [39][298/553] Time 2.435 Data 0.003 Err 0.2136 top1 6.250 top5 1.562 | Epoch: [39][299/553] Time 2.437 Data 0.001 Err 0.3941 top1 12.500 top5 3.125 | Epoch: [39][300/553] Time 2.440 Data 0.001 Err 0.4036 top1 10.156 top5 1.562 | Epoch: [39][301/553] Time 2.437 Data 0.001 Err 0.3203 top1 7.812 top5 2.344 | Epoch: [39][302/553] Time 2.439 Data 0.001 Err 0.3145 top1 7.031 top5 2.344 | Epoch: [39][303/553] Time 2.464 Data 0.001 Err 0.2944 top1 6.250 top5 2.344 | Epoch: [39][304/553] Time 2.440 Data 0.001 Err 0.3020 top1 7.812 top5 2.344 | Epoch: [39][305/553] Time 2.444 Data 0.001 Err 0.3263 top1 9.375 top5 1.562 | Epoch: [39][306/553] Time 2.449 Data 0.001 Err 0.2805 top1 9.375 top5 2.344 | Epoch: [39][307/553] Time 2.438 Data 0.001 Err 0.3629 top1 10.938 top5 0.781 | Epoch: [39][308/553] Time 2.453 Data 0.001 Err 0.3064 top1 7.812 top5 2.344 | Epoch: [39][309/553] Time 2.440 Data 0.001 Err 0.3727 top1 12.500 top5 3.906 | Epoch: [39][310/553] Time 2.441 Data 0.001 Err 0.3060 top1 6.250 top5 3.125 | Epoch: [39][311/553] Time 2.493 Data 0.001 Err 0.4185 top1 9.375 top5 3.906 | Epoch: [39][312/553] Time 2.441 Data 0.000 Err 0.4709 top1 12.500 top5 3.125 | Epoch: [39][313/553] Time 2.444 Data 0.001 Err 0.3076 top1 7.812 top5 3.125 | Epoch: [39][314/553] Time 2.485 Data 0.001 Err 0.2617 top1 4.688 top5 3.125 | Epoch: [39][315/553] Time 2.444 Data 0.001 Err 0.3329 top1 7.812 top5 4.688 | Epoch: [39][316/553] Time 2.443 Data 0.001 Err 0.2977 top1 10.938 top5 0.781 | Epoch: [39][317/553] Time 2.442 Data 0.003 Err 0.2224 top1 6.250 top5 0.781 | Epoch: [39][318/553] Time 2.436 Data 0.001 Err 0.3917 top1 8.594 top5 4.688 | Epoch: [39][319/553] Time 2.436 Data 0.001 Err 0.4407 top1 8.594 top5 5.469 | Epoch: [39][320/553] Time 2.459 Data 0.001 Err 0.3062 top1 7.031 top5 3.125 | Epoch: [39][321/553] Time 2.433 Data 0.001 Err 0.2340 top1 6.250 top5 0.781 | Epoch: [39][322/553] Time 2.441 Data 0.001 Err 0.6105 top1 16.406 top5 4.688 | Epoch: [39][323/553] Time 2.435 Data 0.001 Err 0.4889 top1 12.500 top5 2.344 | Epoch: [39][324/553] Time 2.464 Data 0.001 Err 0.4283 top1 11.719 top5 3.125 | Epoch: [39][325/553] Time 2.446 Data 0.001 Err 0.3684 top1 9.375 top5 3.125 | Epoch: [39][326/553] Time 2.432 Data 0.001 Err 0.3850 top1 12.500 top5 3.125 | Epoch: [39][327/553] Time 2.449 Data 0.001 Err 0.3306 top1 7.812 top5 1.562 | Epoch: [39][328/553] Time 2.480 Data 0.001 Err 0.4469 top1 12.500 top5 3.906 | Epoch: [39][329/553] Time 2.450 Data 0.001 Err 0.3188 top1 8.594 top5 3.906 | Epoch: [39][330/553] Time 2.480 Data 0.001 Err 0.1762 top1 3.906 top5 0.781 | Epoch: [39][331/553] Time 2.459 Data 0.000 Err 0.3013 top1 10.938 top5 2.344 | Epoch: [39][332/553] Time 2.448 Data 0.001 Err 0.2857 top1 8.594 top5 0.781 | Epoch: [39][333/553] Time 2.437 Data 0.001 Err 0.3598 top1 10.938 top5 3.125 | Epoch: [39][334/553] Time 2.453 Data 0.001 Err 0.3181 top1 10.156 top5 1.562 | Epoch: [39][335/553] Time 2.475 Data 0.001 Err 0.3322 top1 8.594 top5 2.344 | Epoch: [39][336/553] Time 2.487 Data 0.003 Err 0.2864 top1 7.031 top5 2.344 | Epoch: [39][337/553] Time 2.442 Data 0.001 Err 0.2347 top1 5.469 top5 1.562 | Epoch: [39][338/553] Time 2.448 Data 0.001 Err 0.3957 top1 9.375 top5 2.344 | Epoch: [39][339/553] Time 2.439 Data 0.001 Err 0.5165 top1 14.844 top5 4.688 | Epoch: [39][340/553] Time 2.484 Data 0.001 Err 0.2883 top1 7.031 top5 2.344 | Epoch: [39][341/553] Time 2.432 Data 0.001 Err 0.3234 top1 7.812 top5 0.781 | Epoch: [39][342/553] Time 2.444 Data 0.001 Err 0.2254 top1 6.250 top5 1.562 | Epoch: [39][343/553] Time 2.446 Data 0.001 Err 0.3070 top1 6.250 top5 2.344 | Epoch: [39][344/553] Time 2.446 Data 0.001 Err 0.5139 top1 11.719 top5 5.469 | Epoch: [39][345/553] Time 2.442 Data 0.001 Err 0.3140 top1 10.156 top5 1.562 | Epoch: [39][346/553] Time 2.441 Data 0.001 Err 0.3637 top1 10.938 top5 2.344 | Epoch: [39][347/553] Time 2.439 Data 0.001 Err 0.3176 top1 9.375 top5 1.562 | Epoch: [39][348/553] Time 2.439 Data 0.001 Err 0.3647 top1 8.594 top5 2.344 | Epoch: [39][349/553] Time 2.447 Data 0.001 Err 0.2871 top1 7.812 top5 0.781 | Epoch: [39][350/553] Time 2.447 Data 0.000 Err 0.3413 top1 8.594 top5 2.344 | Epoch: [39][351/553] Time 2.477 Data 0.001 Err 0.3060 top1 7.812 top5 1.562 | Epoch: [39][352/553] Time 2.477 Data 0.001 Err 0.3785 top1 9.375 top5 1.562 | Epoch: [39][353/553] Time 2.445 Data 0.001 Err 0.5439 top1 15.625 top5 4.688 | Epoch: [39][354/553] Time 2.443 Data 0.001 Err 0.4408 top1 8.594 top5 4.688 | Epoch: [39][355/553] Time 2.446 Data 0.001 Err 0.3649 top1 9.375 top5 2.344 | Epoch: [39][356/553] Time 2.481 Data 0.001 Err 0.2863 top1 7.812 top5 2.344 | Epoch: [39][357/553] Time 2.470 Data 0.001 Err 0.3066 top1 9.375 top5 1.562 | Epoch: [39][358/553] Time 2.434 Data 0.000 Err 0.3489 top1 7.812 top5 3.906 | Epoch: [39][359/553] Time 2.438 Data 0.001 Err 0.3719 top1 9.375 top5 3.125 | Epoch: [39][360/553] Time 2.435 Data 0.000 Err 0.2938 top1 8.594 top5 1.562 | Epoch: [39][361/553] Time 2.440 Data 0.001 Err 0.3953 top1 12.500 top5 4.688 | Epoch: [39][362/553] Time 2.440 Data 0.001 Err 0.3421 top1 7.812 top5 2.344 | Epoch: [39][363/553] Time 2.437 Data 0.001 Err 0.3616 top1 9.375 top5 3.125 | Epoch: [39][364/553] Time 2.466 Data 0.001 Err 0.2893 top1 8.594 top5 1.562 | Epoch: [39][365/553] Time 2.446 Data 0.001 Err 0.2473 top1 5.469 top5 0.781 | Epoch: [39][366/553] Time 2.448 Data 0.001 Err 0.2202 top1 6.250 top5 2.344 | Epoch: [39][367/553] Time 2.491 Data 0.001 Err 0.4559 top1 13.281 top5 3.906 | Epoch: [39][368/553] Time 2.508 Data 0.001 Err 0.3922 top1 10.156 top5 1.562 | Epoch: [39][369/553] Time 2.473 Data 0.001 Err 0.2701 top1 8.594 top5 0.781 | Epoch: [39][370/553] Time 2.447 Data 0.001 Err 0.3433 top1 8.594 top5 2.344 | Epoch: [39][371/553] Time 2.447 Data 0.001 Err 0.3012 top1 7.812 top5 3.125 | Epoch: [39][372/553] Time 2.458 Data 0.001 Err 0.2932 top1 10.156 top5 0.781 | Epoch: [39][373/553] Time 2.438 Data 0.001 Err 0.3312 top1 12.500 top5 1.562 | Epoch: [39][374/553] Time 2.439 Data 0.002 Err 0.3214 top1 7.031 top5 2.344 | Epoch: [39][375/553] Time 2.447 Data 0.001 Err 0.3184 top1 8.594 top5 1.562 | Epoch: [39][376/553] Time 2.443 Data 0.001 Err 0.2296 top1 6.250 top5 0.781 | Epoch: [39][377/553] Time 2.450 Data 0.000 Err 0.5281 top1 14.844 top5 5.469 | Epoch: [39][378/553] Time 2.441 Data 0.001 Err 0.3334 top1 7.031 top5 3.125 | Epoch: [39][379/553] Time 2.493 Data 0.001 Err 0.3328 top1 8.594 top5 2.344 | Epoch: [39][380/553] Time 2.442 Data 0.001 Err 0.2455 top1 5.469 top5 2.344 | Epoch: [39][381/553] Time 2.436 Data 0.001 Err 0.1990 top1 7.812 top5 0.000 | Epoch: [39][382/553] Time 2.449 Data 0.001 Err 0.3029 top1 7.031 top5 1.562 | Epoch: [39][383/553] Time 2.477 Data 0.001 Err 0.2987 top1 8.594 top5 0.781 | Epoch: [39][384/553] Time 2.477 Data 0.001 Err 0.1943 top1 4.688 top5 0.000 | Epoch: [39][385/553] Time 2.446 Data 0.001 Err 0.3182 top1 8.594 top5 2.344 | Epoch: [39][386/553] Time 2.434 Data 0.000 Err 0.2513 top1 7.031 top5 1.562 | Epoch: [39][387/553] Time 2.437 Data 0.001 Err 0.3121 top1 7.031 top5 2.344 | Epoch: [39][388/553] Time 2.442 Data 0.000 Err 0.4770 top1 14.844 top5 4.688 | Epoch: [39][389/553] Time 2.440 Data 0.001 Err 0.4612 top1 10.938 top5 5.469 | Epoch: [39][390/553] Time 2.438 Data 0.001 Err 0.2808 top1 7.031 top5 2.344 | Epoch: [39][391/553] Time 2.448 Data 0.001 Err 0.3753 top1 10.156 top5 3.906 | Epoch: [39][392/553] Time 2.482 Data 0.001 Err 0.3199 top1 9.375 top5 1.562 | Epoch: [39][393/553] Time 2.439 Data 0.004 Err 0.3166 top1 9.375 top5 1.562 | Epoch: [39][394/553] Time 2.441 Data 0.001 Err 0.2053 top1 4.688 top5 3.906 | Epoch: [39][395/553] Time 2.444 Data 0.001 Err 0.4484 top1 11.719 top5 4.688 | Epoch: [39][396/553] Time 2.436 Data 0.001 Err 0.3990 top1 11.719 top5 2.344 | Epoch: [39][397/553] Time 2.449 Data 0.001 Err 0.3606 top1 7.812 top5 3.125 | Epoch: [39][398/553] Time 2.459 Data 0.001 Err 0.3922 top1 10.156 top5 3.125 | Epoch: [39][399/553] Time 2.456 Data 0.001 Err 0.3166 top1 10.156 top5 1.562 | Epoch: [39][400/553] Time 2.502 Data 0.001 Err 0.3908 top1 10.156 top5 2.344 | Epoch: [39][401/553] Time 2.443 Data 0.001 Err 0.3964 top1 9.375 top5 3.906 | Epoch: [39][402/553] Time 2.440 Data 0.001 Err 0.2621 top1 5.469 top5 1.562 | Epoch: [39][403/553] Time 2.442 Data 0.001 Err 0.4410 top1 13.281 top5 4.688 | Epoch: [39][404/553] Time 2.442 Data 0.001 Err 0.2885 top1 7.031 top5 1.562 | Epoch: [39][405/553] Time 2.492 Data 0.000 Err 0.2745 top1 7.031 top5 3.125 | Epoch: [39][406/553] Time 2.440 Data 0.001 Err 0.2725 top1 5.469 top5 3.906 | Epoch: [39][407/553] Time 2.435 Data 0.001 Err 0.3350 top1 9.375 top5 4.688 | Epoch: [39][408/553] Time 2.483 Data 0.001 Err 0.3061 top1 9.375 top5 3.125 | Epoch: [39][409/553] Time 2.443 Data 0.001 Err 0.4592 top1 11.719 top5 5.469 | Epoch: [39][410/553] Time 2.445 Data 0.001 Err 0.2770 top1 7.031 top5 1.562 | Epoch: [39][411/553] Time 2.470 Data 0.001 Err 0.4375 top1 12.500 top5 3.906 | Epoch: [39][412/553] Time 2.442 Data 0.004 Err 0.3265 top1 6.250 top5 1.562 | Epoch: [39][413/553] Time 2.429 Data 0.001 Err 0.4478 top1 11.719 top5 4.688 | Epoch: [39][414/553] Time 2.484 Data 0.001 Err 0.2236 top1 6.250 top5 0.781 | Epoch: [39][415/553] Time 2.446 Data 0.000 Err 0.3080 top1 6.250 top5 2.344 | Epoch: [39][416/553] Time 2.443 Data 0.001 Err 0.3578 top1 10.156 top5 3.125 | Epoch: [39][417/553] Time 2.473 Data 0.001 Err 0.3456 top1 10.938 top5 0.781 | Epoch: [39][418/553] Time 2.438 Data 0.001 Err 0.3808 top1 8.594 top5 3.125 | Epoch: [39][419/553] Time 2.461 Data 0.001 Err 0.2162 top1 4.688 top5 1.562 | Epoch: [39][420/553] Time 2.449 Data 0.001 Err 0.3900 top1 8.594 top5 3.906 | Epoch: [39][421/553] Time 2.437 Data 0.001 Err 0.3304 top1 7.812 top5 2.344 | Epoch: [39][422/553] Time 2.441 Data 0.001 Err 0.4752 top1 10.156 top5 3.906 | Epoch: [39][423/553] Time 2.439 Data 0.001 Err 0.4439 top1 11.719 top5 3.906 | Epoch: [39][424/553] Time 2.434 Data 0.001 Err 0.3094 top1 9.375 top5 1.562 | Epoch: [39][425/553] Time 2.474 Data 0.001 Err 0.5272 top1 14.062 top5 3.125 | Epoch: [39][426/553] Time 2.436 Data 0.000 Err 0.3507 top1 8.594 top5 2.344 | Epoch: [39][427/553] Time 2.477 Data 0.001 Err 0.3239 top1 7.812 top5 3.906 | Epoch: [39][428/553] Time 2.486 Data 0.001 Err 0.4950 top1 9.375 top5 3.906 | Epoch: [39][429/553] Time 2.495 Data 0.001 Err 0.3031 top1 9.375 top5 1.562 | Epoch: [39][430/553] Time 2.436 Data 0.001 Err 0.3550 top1 11.719 top5 0.781 | Epoch: [39][431/553] Time 2.442 Data 0.004 Err 0.5530 top1 18.750 top5 3.906 | Epoch: [39][432/553] Time 2.436 Data 0.001 Err 0.3295 top1 7.812 top5 3.906 | Epoch: [39][433/553] Time 2.459 Data 0.001 Err 0.2272 top1 7.031 top5 1.562 | Epoch: [39][434/553] Time 2.489 Data 0.001 Err 0.2961 top1 10.938 top5 0.781 | Epoch: [39][435/553] Time 2.450 Data 0.001 Err 0.5317 top1 11.719 top5 3.906 | Epoch: [39][436/553] Time 2.436 Data 0.000 Err 0.3711 top1 11.719 top5 3.906 | Epoch: [39][437/553] Time 2.454 Data 0.001 Err 0.5020 top1 14.062 top5 2.344 | Epoch: [39][438/553] Time 2.474 Data 0.001 Err 0.4157 top1 11.719 top5 3.125 | Epoch: [39][439/553] Time 2.441 Data 0.001 Err 0.3115 top1 7.812 top5 1.562 | Epoch: [39][440/553] Time 2.444 Data 0.001 Err 0.5327 top1 13.281 top5 4.688 | Epoch: [39][441/553] Time 2.456 Data 0.001 Err 0.1523 top1 3.125 top5 0.781 | Epoch: [39][442/553] Time 2.434 Data 0.001 Err 0.2982 top1 10.938 top5 0.000 | Epoch: [39][443/553] Time 2.434 Data 0.000 Err 0.3207 top1 7.031 top5 0.781 | Epoch: [39][444/553] Time 2.434 Data 0.001 Err 0.1927 top1 7.031 top5 1.562 | Epoch: [39][445/553] Time 2.476 Data 0.000 Err 0.5014 top1 11.719 top5 3.906 | Epoch: [39][446/553] Time 2.442 Data 0.001 Err 0.4744 top1 10.938 top5 3.125 | Epoch: [39][447/553] Time 2.441 Data 0.001 Err 0.4071 top1 14.062 top5 1.562 | Epoch: [39][448/553] Time 2.457 Data 0.001 Err 0.2226 top1 5.469 top5 0.000 | Epoch: [39][449/553] Time 2.476 Data 0.001 Err 0.4329 top1 10.938 top5 5.469 | Epoch: [39][450/553] Time 2.440 Data 0.002 Err 0.4413 top1 11.719 top5 5.469 | Epoch: [39][451/553] Time 2.438 Data 0.001 Err 0.3055 top1 8.594 top5 1.562 | Epoch: [39][452/553] Time 2.439 Data 0.001 Err 0.3334 top1 7.031 top5 3.125 | Epoch: [39][453/553] Time 2.479 Data 0.000 Err 0.3471 top1 11.719 top5 0.781 | Epoch: [39][454/553] Time 2.478 Data 0.001 Err 0.2793 top1 7.031 top5 2.344 | Epoch: [39][455/553] Time 2.434 Data 0.001 Err 0.3128 top1 7.031 top5 2.344 | Epoch: [39][456/553] Time 2.464 Data 0.001 Err 0.1992 top1 3.906 top5 0.781 | Epoch: [39][457/553] Time 2.461 Data 0.001 Err 0.5318 top1 14.062 top5 4.688 | Epoch: [39][458/553] Time 2.442 Data 0.001 Err 0.3565 top1 10.938 top5 2.344 | Epoch: [39][459/553] Time 2.438 Data 0.001 Err 0.2467 top1 7.031 top5 0.781 | Epoch: [39][460/553] Time 2.449 Data 0.001 Err 0.3531 top1 9.375 top5 3.906 | Epoch: [39][461/553] Time 2.436 Data 0.001 Err 0.4264 top1 9.375 top5 6.250 | Epoch: [39][462/553] Time 2.439 Data 0.001 Err 0.5991 top1 14.062 top5 8.594 | Epoch: [39][463/553] Time 2.477 Data 0.001 Err 0.3146 top1 10.156 top5 3.125 | Epoch: [39][464/553] Time 2.475 Data 0.000 Err 0.4883 top1 11.719 top5 3.906 | Epoch: [39][465/553] Time 2.446 Data 0.001 Err 0.5508 top1 13.281 top5 6.250 | Epoch: [39][466/553] Time 2.441 Data 0.001 Err 0.3949 top1 10.156 top5 3.125 | Epoch: [39][467/553] Time 2.461 Data 0.001 Err 0.2595 top1 9.375 top5 1.562 | Epoch: [39][468/553] Time 2.451 Data 0.001 Err 0.5215 top1 15.625 top5 3.906 | Epoch: [39][469/553] Time 2.478 Data 0.003 Err 0.4090 top1 11.719 top5 3.906 | Epoch: [39][470/553] Time 2.435 Data 0.001 Err 0.2983 top1 8.594 top5 0.000 | Epoch: [39][471/553] Time 2.483 Data 0.001 Err 0.3369 top1 8.594 top5 2.344 | Epoch: [39][472/553] Time 2.483 Data 0.001 Err 0.3863 top1 9.375 top5 3.906 | Epoch: [39][473/553] Time 2.473 Data 0.001 Err 0.3290 top1 8.594 top5 3.125 | Epoch: [39][474/553] Time 2.437 Data 0.001 Err 0.3119 top1 7.031 top5 0.781 | Epoch: [39][475/553] Time 2.437 Data 0.001 Err 0.3840 top1 11.719 top5 2.344 | Epoch: [39][476/553] Time 2.439 Data 0.001 Err 0.5057 top1 11.719 top5 6.250 | Epoch: [39][477/553] Time 2.444 Data 0.001 Err 0.4123 top1 13.281 top5 3.125 | Epoch: [39][478/553] Time 2.440 Data 0.001 Err 0.4085 top1 9.375 top5 3.906 | Epoch: [39][479/553] Time 2.440 Data 0.001 Err 0.4476 top1 7.812 top5 4.688 | Epoch: [39][480/553] Time 2.461 Data 0.001 Err 0.3464 top1 8.594 top5 3.125 | Epoch: [39][481/553] Time 2.441 Data 0.001 Err 0.2961 top1 7.031 top5 1.562 | Epoch: [39][482/553] Time 2.442 Data 0.001 Err 0.2296 top1 4.688 top5 1.562 | Epoch: [39][483/553] Time 2.439 Data 0.001 Err 0.4007 top1 10.156 top5 4.688 | Epoch: [39][484/553] Time 2.438 Data 0.001 Err 0.3676 top1 10.938 top5 2.344 | Epoch: [39][485/553] Time 2.440 Data 0.001 Err 0.2188 top1 7.031 top5 1.562 | Epoch: [39][486/553] Time 2.481 Data 0.001 Err 0.4667 top1 12.500 top5 4.688 | Epoch: [39][487/553] Time 2.457 Data 0.001 Err 0.3844 top1 9.375 top5 3.125 | Epoch: [39][488/553] Time 2.477 Data 0.005 Err 0.3669 top1 8.594 top5 2.344 | Epoch: [39][489/553] Time 2.474 Data 0.001 Err 0.3937 top1 12.500 top5 3.125 | Epoch: [39][490/553] Time 2.442 Data 0.001 Err 0.4407 top1 14.062 top5 2.344 | Epoch: [39][491/553] Time 2.469 Data 0.001 Err 0.1855 top1 5.469 top5 0.781 | Epoch: [39][492/553] Time 2.466 Data 0.001 Err 0.3709 top1 9.375 top5 1.562 | Epoch: [39][493/553] Time 2.450 Data 0.001 Err 0.3817 top1 7.031 top5 3.906 | Epoch: [39][494/553] Time 2.442 Data 0.001 Err 0.4916 top1 13.281 top5 6.250 | Epoch: [39][495/553] Time 2.437 Data 0.001 Err 0.2863 top1 7.812 top5 1.562 | Epoch: [39][496/553] Time 2.441 Data 0.001 Err 0.4485 top1 13.281 top5 3.125 | Epoch: [39][497/553] Time 2.477 Data 0.001 Err 0.3070 top1 7.812 top5 2.344 | Epoch: [39][498/553] Time 2.456 Data 0.001 Err 0.4161 top1 14.062 top5 3.125 | Epoch: [39][499/553] Time 2.436 Data 0.001 Err 0.3164 top1 10.156 top5 3.125 | Epoch: [39][500/553] Time 2.444 Data 0.001 Err 0.5210 top1 13.281 top5 6.250 | Epoch: [39][501/553] Time 2.452 Data 0.001 Err 0.3472 top1 9.375 top5 1.562 | Epoch: [39][502/553] Time 2.438 Data 0.001 Err 0.4412 top1 10.156 top5 4.688 | Epoch: [39][503/553] Time 2.436 Data 0.001 Err 0.4036 top1 10.156 top5 3.125 | Epoch: [39][504/553] Time 2.475 Data 0.001 Err 0.2824 top1 6.250 top5 1.562 | Epoch: [39][505/553] Time 2.440 Data 0.001 Err 0.3065 top1 10.156 top5 1.562 | Epoch: [39][506/553] Time 2.442 Data 0.001 Err 0.3561 top1 7.812 top5 2.344 | Epoch: [39][507/553] Time 2.457 Data 0.001 Err 0.2858 top1 5.469 top5 2.344 | Epoch: [39][508/553] Time 2.452 Data 0.000 Err 0.1919 top1 6.250 top5 0.000 | Epoch: [39][509/553] Time 2.468 Data 0.001 Err 0.3538 top1 7.812 top5 4.688 | Epoch: [39][510/553] Time 2.439 Data 0.001 Err 0.4877 top1 10.938 top5 6.250 | Epoch: [39][511/553] Time 2.443 Data 0.001 Err 0.2305 top1 7.031 top5 0.781 | Epoch: [39][512/553] Time 2.438 Data 0.001 Err 0.4497 top1 10.938 top5 3.906 | Epoch: [39][513/553] Time 2.442 Data 0.001 Err 0.5286 top1 15.625 top5 6.250 | Epoch: [39][514/553] Time 2.471 Data 0.001 Err 0.2622 top1 7.812 top5 0.000 | Epoch: [39][515/553] Time 2.448 Data 0.001 Err 0.3820 top1 9.375 top5 2.344 | Epoch: [39][516/553] Time 2.469 Data 0.001 Err 0.3204 top1 7.812 top5 1.562 | Epoch: [39][517/553] Time 2.445 Data 0.001 Err 0.4587 top1 9.375 top5 6.250 | Epoch: [39][518/553] Time 2.442 Data 0.001 Err 0.5400 top1 14.062 top5 7.031 | Epoch: [39][519/553] Time 2.444 Data 0.001 Err 0.2914 top1 8.594 top5 3.125 | Epoch: [39][520/553] Time 2.461 Data 0.001 Err 0.3366 top1 8.594 top5 1.562 | Epoch: [39][521/553] Time 2.468 Data 0.000 Err 0.2652 top1 4.688 top5 2.344 | Epoch: [39][522/553] Time 2.441 Data 0.001 Err 0.4008 top1 9.375 top5 2.344 | Epoch: [39][523/553] Time 2.478 Data 0.001 Err 0.4112 top1 14.062 top5 3.125 | Epoch: [39][524/553] Time 2.515 Data 0.001 Err 0.3479 top1 11.719 top5 2.344 | Epoch: [39][525/553] Time 2.442 Data 0.001 Err 0.6162 top1 14.062 top5 5.469 | Epoch: [39][526/553] Time 2.440 Data 0.003 Err 0.2352 top1 7.031 top5 2.344 | Epoch: [39][527/553] Time 2.436 Data 0.001 Err 0.2878 top1 5.469 top5 3.125 | Epoch: [39][528/553] Time 2.437 Data 0.001 Err 0.4045 top1 10.938 top5 2.344 | Epoch: [39][529/553] Time 2.442 Data 0.001 Err 0.2260 top1 6.250 top5 0.781 | Epoch: [39][530/553] Time 2.434 Data 0.001 Err 0.3507 top1 8.594 top5 3.125 | Epoch: [39][531/553] Time 2.435 Data 0.001 Err 0.3876 top1 11.719 top5 3.125 | Epoch: [39][532/553] Time 2.435 Data 0.001 Err 0.2952 top1 7.812 top5 1.562 | Epoch: [39][533/553] Time 2.440 Data 0.001 Err 0.2161 top1 5.469 top5 2.344 | Epoch: [39][534/553] Time 2.487 Data 0.001 Err 0.2745 top1 7.031 top5 3.906 | Epoch: [39][535/553] Time 2.434 Data 0.001 Err 0.3730 top1 10.156 top5 2.344 | Epoch: [39][536/553] Time 2.467 Data 0.001 Err 0.3662 top1 11.719 top5 3.906 | Epoch: [39][537/553] Time 2.440 Data 0.001 Err 0.2342 top1 7.031 top5 1.562 | Epoch: [39][538/553] Time 2.433 Data 0.001 Err 0.2791 top1 8.594 top5 0.781 | Epoch: [39][539/553] Time 2.456 Data 0.001 Err 0.2989 top1 6.250 top5 3.125 | Epoch: [39][540/553] Time 2.442 Data 0.001 Err 0.3316 top1 10.156 top5 1.562 | Epoch: [39][541/553] Time 2.496 Data 0.001 Err 0.2726 top1 10.156 top5 0.781 | Epoch: [39][542/553] Time 2.433 Data 0.001 Err 0.4088 top1 10.938 top5 3.906 | Epoch: [39][543/553] Time 2.447 Data 0.000 Err 0.2779 top1 7.812 top5 3.125 | Epoch: [39][544/553] Time 2.441 Data 0.000 Err 0.4237 top1 11.719 top5 4.688 | Epoch: [39][545/553] Time 2.447 Data 0.000 Err 0.5753 top1 14.844 top5 7.031 | Epoch: [39][546/553] Time 2.440 Data 0.000 Err 0.2410 top1 6.250 top5 1.562 | Epoch: [39][547/553] Time 2.442 Data 0.000 Err 0.3548 top1 10.156 top5 3.125 | Epoch: [39][548/553] Time 2.440 Data 0.000 Err 0.4440 top1 11.719 top5 3.125 | Epoch: [39][549/553] Time 2.435 Data 0.000 Err 0.4660 top1 14.062 top5 3.125 | Epoch: [39][550/553] Time 2.472 Data 0.000 Err 0.4849 top1 11.719 top5 4.688 | Epoch: [39][551/553] Time 2.438 Data 0.000 Err 0.3421 top1 8.594 top5 3.906 | Epoch: [39][552/553] Time 2.442 Data 0.000 Err 0.4007 top1 10.156 top5 3.906 | Epoch: [39][553/553] Time 1.028 Data 0.000 Err 0.8208 top1 13.636 top5 6.818 | Test: [39][1/198] Time 2.578 Data 1.853 top1 8.594 ( 8.594) top5 0.781 ( 0.781) | Test: [39][2/198] Time 0.728 Data 0.001 top1 11.719 ( 10.156) top5 3.125 ( 1.953) | Test: [39][3/198] Time 0.719 Data 0.000 top1 7.031 ( 9.115) top5 0.781 ( 1.562) | Test: [39][4/198] Time 0.716 Data 0.001 top1 10.156 ( 9.375) top5 3.125 ( 1.953) | Test: [39][5/198] Time 0.719 Data 0.001 top1 13.281 ( 10.156) top5 1.562 ( 1.875) | Test: [39][6/198] Time 0.717 Data 0.000 top1 15.625 ( 11.068) top5 1.562 ( 1.823) | Test: [39][7/198] Time 0.715 Data 0.001 top1 8.594 ( 10.714) top5 2.344 ( 1.897) | Test: [39][8/198] Time 0.713 Data 0.001 top1 12.500 ( 10.938) top5 3.125 ( 2.051) | Test: [39][9/198] Time 0.714 Data 0.001 top1 8.594 ( 10.677) top5 1.562 ( 1.997) | Test: [39][10/198] Time 0.724 Data 0.001 top1 14.844 ( 11.094) top5 0.781 ( 1.875) | Test: [39][11/198] Time 0.719 Data 0.003 top1 12.500 ( 11.222) top5 3.125 ( 1.989) | Test: [39][12/198] Time 0.716 Data 0.001 top1 13.281 ( 11.393) top5 1.562 ( 1.953) | Test: [39][13/198] Time 0.716 Data 0.001 top1 16.406 ( 11.779) top5 3.125 ( 2.043) | Test: [39][14/198] Time 0.716 Data 0.001 top1 14.844 ( 11.998) top5 0.781 ( 1.953) | Test: [39][15/198] Time 0.717 Data 0.001 top1 14.062 ( 12.135) top5 3.125 ( 2.031) | Test: [39][16/198] Time 0.716 Data 0.001 top1 11.719 ( 12.109) top5 3.125 ( 2.100) | Test: [39][17/198] Time 0.724 Data 0.001 top1 21.094 ( 12.638) top5 4.688 ( 2.252) | Test: [39][18/198] Time 0.715 Data 0.002 top1 7.031 ( 12.326) top5 3.125 ( 2.300) | Test: [39][19/198] Time 0.718 Data 0.001 top1 10.938 ( 12.253) top5 1.562 ( 2.262) | Test: [39][20/198] Time 0.717 Data 0.001 top1 12.500 ( 12.266) top5 1.562 ( 2.227) | Test: [39][21/198] Time 0.722 Data 0.001 top1 10.938 ( 12.202) top5 1.562 ( 2.195) | Test: [39][22/198] Time 0.722 Data 0.001 top1 15.625 ( 12.358) top5 3.125 ( 2.237) | Test: [39][23/198] Time 0.712 Data 0.001 top1 10.156 ( 12.262) top5 1.562 ( 2.208) | Test: [39][24/198] Time 0.724 Data 0.001 top1 11.719 ( 12.240) top5 3.125 ( 2.246) | Test: [39][25/198] Time 0.715 Data 0.001 top1 17.188 ( 12.438) top5 3.125 ( 2.281) | Test: [39][26/198] Time 0.724 Data 0.001 top1 8.594 ( 12.290) top5 0.000 ( 2.194) | Test: [39][27/198] Time 0.731 Data 0.001 top1 11.719 ( 12.269) top5 1.562 ( 2.170) | Test: [39][28/198] Time 0.722 Data 0.001 top1 11.719 ( 12.249) top5 3.906 ( 2.232) | Test: [39][29/198] Time 0.720 Data 0.001 top1 10.156 ( 12.177) top5 1.562 ( 2.209) | Test: [39][30/198] Time 0.721 Data 0.001 top1 14.844 ( 12.266) top5 0.781 ( 2.161) | Test: [39][31/198] Time 0.716 Data 0.001 top1 10.156 ( 12.198) top5 3.906 ( 2.218) | Test: [39][32/198] Time 0.714 Data 0.001 top1 12.500 ( 12.207) top5 2.344 ( 2.222) | Test: [39][33/198] Time 0.717 Data 0.001 top1 7.812 ( 12.074) top5 0.781 ( 2.178) | Test: [39][34/198] Time 0.719 Data 0.001 top1 10.156 ( 12.017) top5 0.781 ( 2.137) | Test: [39][35/198] Time 0.719 Data 0.001 top1 10.938 ( 11.987) top5 1.562 ( 2.121) | Test: [39][36/198] Time 0.714 Data 0.001 top1 10.938 ( 11.957) top5 0.781 ( 2.083) | Test: [39][37/198] Time 0.717 Data 0.001 top1 10.156 ( 11.909) top5 1.562 ( 2.069) | Test: [39][38/198] Time 0.718 Data 0.001 top1 10.938 ( 11.883) top5 2.344 ( 2.076) | Test: [39][39/198] Time 0.716 Data 0.001 top1 16.406 ( 11.999) top5 2.344 ( 2.083) | Test: [39][40/198] Time 0.710 Data 0.001 top1 23.438 ( 12.285) top5 3.125 ( 2.109) | Test: [39][41/198] Time 0.724 Data 0.001 top1 14.844 ( 12.348) top5 6.250 ( 2.210) | Test: [39][42/198] Time 0.719 Data 0.001 top1 12.500 ( 12.351) top5 0.000 ( 2.158) | Test: [39][43/198] Time 0.716 Data 0.001 top1 8.594 ( 12.264) top5 1.562 ( 2.144) | Test: [39][44/198] Time 0.722 Data 0.001 top1 12.500 ( 12.269) top5 2.344 ( 2.148) | Test: [39][45/198] Time 0.724 Data 0.001 top1 11.719 ( 12.257) top5 3.125 ( 2.170) | Test: [39][46/198] Time 0.719 Data 0.001 top1 14.844 ( 12.313) top5 2.344 ( 2.174) | Test: [39][47/198] Time 0.715 Data 0.001 top1 10.938 ( 12.284) top5 2.344 ( 2.178) | Test: [39][48/198] Time 0.722 Data 0.001 top1 12.500 ( 12.288) top5 3.906 ( 2.214) | Test: [39][49/198] Time 0.717 Data 0.001 top1 13.281 ( 12.309) top5 3.906 ( 2.248) | Test: [39][50/198] Time 0.719 Data 0.001 top1 9.375 ( 12.250) top5 1.562 ( 2.234) | Test: [39][51/198] Time 0.728 Data 0.001 top1 12.500 ( 12.255) top5 3.906 ( 2.267) | Test: [39][52/198] Time 0.724 Data 0.001 top1 8.594 ( 12.184) top5 0.781 ( 2.239) | Test: [39][53/198] Time 0.726 Data 0.001 top1 8.594 ( 12.117) top5 0.781 ( 2.211) | Test: [39][54/198] Time 0.717 Data 0.001 top1 14.844 ( 12.167) top5 1.562 ( 2.199) | Test: [39][55/198] Time 0.724 Data 0.001 top1 10.156 ( 12.131) top5 2.344 ( 2.202) | Test: [39][56/198] Time 0.724 Data 0.001 top1 11.719 ( 12.123) top5 1.562 ( 2.190) | Test: [39][57/198] Time 0.719 Data 0.001 top1 6.250 ( 12.020) top5 2.344 ( 2.193) | Test: [39][58/198] Time 0.728 Data 0.001 top1 11.719 ( 12.015) top5 1.562 ( 2.182) | Test: [39][59/198] Time 0.715 Data 0.001 top1 15.625 ( 12.076) top5 1.562 ( 2.172) | Test: [39][60/198] Time 0.721 Data 0.001 top1 10.938 ( 12.057) top5 1.562 ( 2.161) | Test: [39][61/198] Time 0.712 Data 0.001 top1 12.500 ( 12.065) top5 4.688 ( 2.203) | Test: [39][62/198] Time 0.716 Data 0.001 top1 17.969 ( 12.160) top5 3.906 ( 2.230) | Test: [39][63/198] Time 0.715 Data 0.001 top1 17.969 ( 12.252) top5 7.812 ( 2.319) | Test: [39][64/198] Time 0.711 Data 0.001 top1 10.156 ( 12.219) top5 0.781 ( 2.295) | Test: [39][65/198] Time 0.720 Data 0.001 top1 11.719 ( 12.212) top5 3.906 ( 2.320) | Test: [39][66/198] Time 0.722 Data 0.001 top1 13.281 ( 12.228) top5 3.125 ( 2.332) | Test: [39][67/198] Time 0.721 Data 0.001 top1 17.188 ( 12.302) top5 3.906 ( 2.355) | Test: [39][68/198] Time 0.713 Data 0.001 top1 7.812 ( 12.236) top5 3.906 ( 2.378) | Test: [39][69/198] Time 0.713 Data 0.001 top1 15.625 ( 12.285) top5 2.344 ( 2.378) | Test: [39][70/198] Time 0.721 Data 0.001 top1 9.375 ( 12.243) top5 2.344 ( 2.377) | Test: [39][71/198] Time 0.716 Data 0.001 top1 10.938 ( 12.225) top5 3.125 ( 2.388) | Test: [39][72/198] Time 0.726 Data 0.001 top1 16.406 ( 12.283) top5 2.344 ( 2.387) | Test: [39][73/198] Time 0.730 Data 0.001 top1 17.969 ( 12.361) top5 3.906 ( 2.408) | Test: [39][74/198] Time 0.733 Data 0.001 top1 12.500 ( 12.363) top5 2.344 ( 2.407) | Test: [39][75/198] Time 0.730 Data 0.001 top1 12.500 ( 12.365) top5 2.344 ( 2.406) | Test: [39][76/198] Time 0.741 Data 0.001 top1 8.594 ( 12.315) top5 1.562 ( 2.395) | Test: [39][77/198] Time 0.739 Data 0.001 top1 13.281 ( 12.328) top5 2.344 ( 2.394) | Test: [39][78/198] Time 0.726 Data 0.001 top1 16.406 ( 12.380) top5 2.344 ( 2.394) | Test: [39][79/198] Time 0.726 Data 0.001 top1 14.844 ( 12.411) top5 1.562 ( 2.383) | Test: [39][80/198] Time 0.725 Data 0.001 top1 10.156 ( 12.383) top5 0.000 ( 2.354) | Test: [39][81/198] Time 0.719 Data 0.001 top1 15.625 ( 12.423) top5 0.781 ( 2.334) | Test: [39][82/198] Time 0.718 Data 0.001 top1 15.625 ( 12.462) top5 4.688 ( 2.363) | Test: [39][83/198] Time 0.715 Data 0.001 top1 10.938 ( 12.444) top5 2.344 ( 2.363) | Test: [39][84/198] Time 0.716 Data 0.001 top1 10.938 ( 12.426) top5 1.562 ( 2.353) | Test: [39][85/198] Time 0.713 Data 0.001 top1 12.500 ( 12.426) top5 2.344 ( 2.353) | Test: [39][86/198] Time 0.718 Data 0.001 top1 7.812 ( 12.373) top5 4.688 ( 2.380) | Test: [39][87/198] Time 0.716 Data 0.001 top1 21.875 ( 12.482) top5 1.562 ( 2.371) | Test: [39][88/198] Time 0.713 Data 0.001 top1 13.281 ( 12.491) top5 3.125 ( 2.379) | Test: [39][89/198] Time 0.714 Data 0.001 top1 10.156 ( 12.465) top5 2.344 ( 2.379) | Test: [39][90/198] Time 0.721 Data 0.003 top1 11.719 ( 12.457) top5 3.906 ( 2.396) | Test: [39][91/198] Time 0.723 Data 0.001 top1 17.188 ( 12.509) top5 3.906 ( 2.412) | Test: [39][92/198] Time 0.717 Data 0.001 top1 14.062 ( 12.525) top5 3.906 ( 2.429) | Test: [39][93/198] Time 0.741 Data 0.001 top1 10.938 ( 12.508) top5 3.125 ( 2.436) | Test: [39][94/198] Time 0.737 Data 0.001 top1 7.031 ( 12.450) top5 0.781 ( 2.419) | Test: [39][95/198] Time 0.728 Data 0.001 top1 10.938 ( 12.434) top5 0.781 ( 2.401) | Test: [39][96/198] Time 0.735 Data 0.001 top1 14.062 ( 12.451) top5 0.000 ( 2.376) | Test: [39][97/198] Time 0.727 Data 0.001 top1 14.062 ( 12.468) top5 3.906 ( 2.392) | Test: [39][98/198] Time 0.732 Data 0.001 top1 14.062 ( 12.484) top5 1.562 ( 2.384) | Test: [39][99/198] Time 0.733 Data 0.001 top1 14.844 ( 12.508) top5 2.344 ( 2.383) | Test: [39][100/198] Time 0.718 Data 0.001 top1 14.062 ( 12.523) top5 3.906 ( 2.398) | Test: [39][101/198] Time 0.721 Data 0.001 top1 12.500 ( 12.523) top5 1.562 ( 2.390) | Test: [39][102/198] Time 0.714 Data 0.001 top1 13.281 ( 12.531) top5 0.781 ( 2.374) | Test: [39][103/198] Time 0.718 Data 0.001 top1 12.500 ( 12.530) top5 3.125 ( 2.382) | Test: [39][104/198] Time 0.716 Data 0.002 top1 7.812 ( 12.485) top5 0.781 ( 2.366) | Test: [39][105/198] Time 0.753 Data 0.001 top1 12.500 ( 12.485) top5 1.562 ( 2.359) | Test: [39][106/198] Time 0.724 Data 0.001 top1 12.500 ( 12.485) top5 1.562 ( 2.351) | Test: [39][107/198] Time 0.713 Data 0.001 top1 12.500 ( 12.485) top5 3.125 ( 2.358) | Test: [39][108/198] Time 0.714 Data 0.001 top1 10.156 ( 12.464) top5 0.781 ( 2.344) | Test: [39][109/198] Time 0.717 Data 0.001 top1 12.500 ( 12.464) top5 2.344 ( 2.344) | Test: [39][110/198] Time 0.714 Data 0.001 top1 13.281 ( 12.472) top5 3.906 ( 2.358) | Test: [39][111/198] Time 0.711 Data 0.001 top1 12.500 ( 12.472) top5 3.906 ( 2.372) | Test: [39][112/198] Time 0.721 Data 0.001 top1 10.938 ( 12.458) top5 1.562 ( 2.365) | Test: [39][113/198] Time 0.716 Data 0.001 top1 15.625 ( 12.486) top5 4.688 ( 2.385) | Test: [39][114/198] Time 0.714 Data 0.001 top1 14.844 ( 12.507) top5 2.344 ( 2.385) | Test: [39][115/198] Time 0.713 Data 0.001 top1 17.188 ( 12.548) top5 0.781 ( 2.371) | Test: [39][116/198] Time 0.720 Data 0.001 top1 10.938 ( 12.534) top5 5.469 ( 2.398) | Test: [39][117/198] Time 0.728 Data 0.001 top1 14.062 ( 12.547) top5 1.562 ( 2.390) | Test: [39][118/198] Time 0.720 Data 0.001 top1 14.844 ( 12.566) top5 1.562 ( 2.383) | Test: [39][119/198] Time 0.727 Data 0.001 top1 14.062 ( 12.579) top5 2.344 ( 2.383) | Test: [39][120/198] Time 0.723 Data 0.001 top1 11.719 ( 12.572) top5 3.125 ( 2.389) | Test: [39][121/198] Time 0.718 Data 0.001 top1 12.500 ( 12.571) top5 0.781 ( 2.376) | Test: [39][122/198] Time 0.717 Data 0.001 top1 10.156 ( 12.551) top5 2.344 ( 2.376) | Test: [39][123/198] Time 0.724 Data 0.001 top1 11.719 ( 12.544) top5 2.344 ( 2.376) | Test: [39][124/198] Time 0.722 Data 0.001 top1 14.844 ( 12.563) top5 1.562 ( 2.369) | Test: [39][125/198] Time 0.718 Data 0.001 top1 15.625 ( 12.588) top5 2.344 ( 2.369) | Test: [39][126/198] Time 0.716 Data 0.001 top1 12.500 ( 12.587) top5 0.781 ( 2.356) | Test: [39][127/198] Time 0.727 Data 0.001 top1 10.156 ( 12.568) top5 2.344 ( 2.356) | Test: [39][128/198] Time 0.729 Data 0.004 top1 13.281 ( 12.573) top5 2.344 ( 2.356) | Test: [39][129/198] Time 0.722 Data 0.001 top1 14.062 ( 12.585) top5 3.125 ( 2.362) | Test: [39][130/198] Time 0.717 Data 0.002 top1 16.406 ( 12.614) top5 1.562 ( 2.356) | Test: [39][131/198] Time 0.713 Data 0.001 top1 14.844 ( 12.631) top5 2.344 ( 2.356) | Test: [39][132/198] Time 0.716 Data 0.001 top1 14.844 ( 12.648) top5 3.125 ( 2.362) | Test: [39][133/198] Time 0.727 Data 0.001 top1 12.500 ( 12.647) top5 3.125 ( 2.367) | Test: [39][134/198] Time 0.739 Data 0.001 top1 17.188 ( 12.681) top5 2.344 ( 2.367) | Test: [39][135/198] Time 0.730 Data 0.001 top1 10.938 ( 12.668) top5 2.344 ( 2.367) | Test: [39][136/198] Time 0.724 Data 0.001 top1 12.500 ( 12.667) top5 5.469 ( 2.390) | Test: [39][137/198] Time 0.728 Data 0.005 top1 11.719 ( 12.660) top5 3.125 ( 2.395) | Test: [39][138/198] Time 0.721 Data 0.001 top1 17.188 ( 12.692) top5 3.125 ( 2.400) | Test: [39][139/198] Time 0.713 Data 0.001 top1 14.844 ( 12.708) top5 3.125 ( 2.406) | Test: [39][140/198] Time 0.715 Data 0.001 top1 7.812 ( 12.673) top5 2.344 ( 2.405) | Test: [39][141/198] Time 0.716 Data 0.001 top1 19.531 ( 12.722) top5 6.250 ( 2.432) | Test: [39][142/198] Time 0.717 Data 0.001 top1 14.844 ( 12.737) top5 2.344 ( 2.432) | Test: [39][143/198] Time 0.715 Data 0.001 top1 7.812 ( 12.702) top5 1.562 ( 2.426) | Test: [39][144/198] Time 0.719 Data 0.001 top1 15.625 ( 12.722) top5 4.688 ( 2.441) | Test: [39][145/198] Time 0.720 Data 0.001 top1 10.156 ( 12.705) top5 1.562 ( 2.435) | Test: [39][146/198] Time 0.721 Data 0.001 top1 13.281 ( 12.709) top5 2.344 ( 2.435) | Test: [39][147/198] Time 0.713 Data 0.001 top1 14.844 ( 12.723) top5 4.688 ( 2.450) | Test: [39][148/198] Time 0.716 Data 0.001 top1 10.938 ( 12.711) top5 2.344 ( 2.449) | Test: [39][149/198] Time 0.719 Data 0.001 top1 14.844 ( 12.725) top5 2.344 ( 2.449) | Test: [39][150/198] Time 0.712 Data 0.001 top1 17.969 ( 12.760) top5 4.688 ( 2.464) | Test: [39][151/198] Time 0.716 Data 0.001 top1 9.375 ( 12.738) top5 2.344 ( 2.463) | Test: [39][152/198] Time 0.717 Data 0.001 top1 13.281 ( 12.742) top5 3.125 ( 2.467) | Test: [39][153/198] Time 0.720 Data 0.001 top1 13.281 ( 12.745) top5 1.562 ( 2.461) | Test: [39][154/198] Time 0.715 Data 0.001 top1 17.969 ( 12.779) top5 3.125 ( 2.466) | Test: [39][155/198] Time 0.729 Data 0.001 top1 13.281 ( 12.782) top5 4.688 ( 2.480) | Test: [39][156/198] Time 0.736 Data 0.004 top1 10.938 ( 12.770) top5 3.906 ( 2.489) | Test: [39][157/198] Time 0.730 Data 0.001 top1 10.938 ( 12.759) top5 2.344 ( 2.488) | Test: [39][158/198] Time 0.728 Data 0.002 top1 9.375 ( 12.737) top5 3.125 ( 2.492) | Test: [39][159/198] Time 0.729 Data 0.001 top1 16.406 ( 12.760) top5 3.906 ( 2.501) | Test: [39][160/198] Time 0.723 Data 0.001 top1 14.844 ( 12.773) top5 3.125 ( 2.505) | Test: [39][161/198] Time 0.717 Data 0.001 top1 14.844 ( 12.786) top5 2.344 ( 2.504) | Test: [39][162/198] Time 0.756 Data 0.001 top1 14.844 ( 12.799) top5 4.688 ( 2.517) | Test: [39][163/198] Time 0.722 Data 0.001 top1 12.500 ( 12.797) top5 4.688 ( 2.531) | Test: [39][164/198] Time 0.722 Data 0.004 top1 12.500 ( 12.795) top5 0.781 ( 2.520) | Test: [39][165/198] Time 0.713 Data 0.001 top1 11.719 ( 12.789) top5 2.344 ( 2.519) | Test: [39][166/198] Time 0.715 Data 0.001 top1 18.750 ( 12.825) top5 1.562 ( 2.513) | Test: [39][167/198] Time 0.717 Data 0.001 top1 14.062 ( 12.832) top5 2.344 ( 2.512) | Test: [39][168/198] Time 0.714 Data 0.001 top1 16.406 ( 12.853) top5 5.469 ( 2.530) | Test: [39][169/198] Time 0.713 Data 0.001 top1 15.625 ( 12.870) top5 3.906 ( 2.538) | Test: [39][170/198] Time 0.710 Data 0.001 top1 14.844 ( 12.881) top5 2.344 ( 2.537) | Test: [39][171/198] Time 0.725 Data 0.001 top1 17.969 ( 12.911) top5 2.344 ( 2.536) | Test: [39][172/198] Time 0.717 Data 0.001 top1 8.594 ( 12.886) top5 0.000 ( 2.521) | Test: [39][173/198] Time 0.714 Data 0.001 top1 13.281 ( 12.888) top5 3.125 ( 2.524) | Test: [39][174/198] Time 0.724 Data 0.001 top1 15.625 ( 12.904) top5 3.125 ( 2.528) | Test: [39][175/198] Time 0.721 Data 0.001 top1 9.375 ( 12.884) top5 2.344 ( 2.527) | Test: [39][176/198] Time 0.729 Data 0.001 top1 9.375 ( 12.864) top5 2.344 ( 2.526) | Test: [39][177/198] Time 0.735 Data 0.001 top1 9.375 ( 12.844) top5 0.781 ( 2.516) | Test: [39][178/198] Time 0.723 Data 0.001 top1 14.844 ( 12.856) top5 1.562 ( 2.511) | Test: [39][179/198] Time 0.723 Data 0.001 top1 10.156 ( 12.840) top5 1.562 ( 2.505) | Test: [39][180/198] Time 0.716 Data 0.001 top1 10.938 ( 12.830) top5 0.000 ( 2.491) | Test: [39][181/198] Time 0.727 Data 0.003 top1 9.375 ( 12.811) top5 3.125 ( 2.495) | Test: [39][182/198] Time 0.717 Data 0.001 top1 14.062 ( 12.818) top5 3.125 ( 2.498) | Test: [39][183/198] Time 0.730 Data 0.001 top1 11.719 ( 12.812) top5 2.344 ( 2.497) | Test: [39][184/198] Time 0.734 Data 0.001 top1 11.719 ( 12.806) top5 2.344 ( 2.497) | Test: [39][185/198] Time 0.727 Data 0.001 top1 14.062 ( 12.812) top5 1.562 ( 2.492) | Test: [39][186/198] Time 0.720 Data 0.004 top1 11.719 ( 12.807) top5 0.000 ( 2.478) | Test: [39][187/198] Time 0.718 Data 0.001 top1 11.719 ( 12.801) top5 3.125 ( 2.482) | Test: [39][188/198] Time 0.720 Data 0.000 top1 10.938 ( 12.791) top5 2.344 ( 2.481) | Test: [39][189/198] Time 0.713 Data 0.000 top1 14.844 ( 12.802) top5 3.906 ( 2.488) | Test: [39][190/198] Time 0.724 Data 0.000 top1 12.500 ( 12.800) top5 0.000 ( 2.475) | Test: [39][191/198] Time 0.723 Data 0.000 top1 14.844 ( 12.811) top5 2.344 ( 2.475) | Test: [39][192/198] Time 0.741 Data 0.003 top1 11.719 ( 12.805) top5 3.125 ( 2.478) | Test: [39][193/198] Time 0.724 Data 0.000 top1 19.531 ( 12.840) top5 1.562 ( 2.473) | Test: [39][194/198] Time 0.728 Data 0.004 top1 14.062 ( 12.846) top5 1.562 ( 2.469) | Test: [39][195/198] Time 0.714 Data 0.000 top1 14.844 ( 12.857) top5 2.344 ( 2.468) | Test: [39][196/198] Time 0.716 Data 0.000 top1 23.438 ( 12.911) top5 6.250 ( 2.487) | Test: [39][197/198] Time 0.251 Data 0.000 top1 14.706 ( 12.920) top5 0.000 ( 2.475) | Test: [39][198/198] Time 0.709 Data 0.000 top1 12.500 ( 12.918) top5 4.688 ( 2.486) * Finished epoch # 39 top1: 12.918 top5: 2.486 Epoch 40 => Training epoch # 40 | Epoch: [40][1/553] Time 4.939 Data 2.414 Err 0.2767 top1 6.250 top5 3.125 | Epoch: [40][2/553] Time 2.426 Data 0.002 Err 0.4183 top1 11.719 top5 3.125 | Epoch: [40][3/553] Time 2.434 Data 0.001 Err 0.4260 top1 11.719 top5 4.688 | Epoch: [40][4/553] Time 2.437 Data 0.001 Err 0.3080 top1 7.031 top5 2.344 | Epoch: [40][5/553] Time 2.432 Data 0.001 Err 0.2497 top1 7.031 top5 1.562 | Epoch: [40][6/553] Time 2.429 Data 0.001 Err 0.2654 top1 5.469 top5 1.562 | Epoch: [40][7/553] Time 2.479 Data 0.001 Err 0.2504 top1 7.031 top5 0.781 | Epoch: [40][8/553] Time 2.443 Data 0.001 Err 0.2052 top1 5.469 top5 0.000 | Epoch: [40][9/553] Time 2.435 Data 0.001 Err 0.2934 top1 6.250 top5 3.125 | Epoch: [40][10/553] Time 2.447 Data 0.001 Err 0.2967 top1 9.375 top5 2.344 | Epoch: [40][11/553] Time 2.434 Data 0.001 Err 0.3627 top1 9.375 top5 3.125 | Epoch: [40][12/553] Time 2.448 Data 0.001 Err 0.3312 top1 9.375 top5 4.688 | Epoch: [40][13/553] Time 2.428 Data 0.001 Err 0.3854 top1 10.156 top5 3.125 | Epoch: [40][14/553] Time 2.434 Data 0.001 Err 0.2367 top1 7.031 top5 1.562 | Epoch: [40][15/553] Time 2.463 Data 0.001 Err 0.3582 top1 9.375 top5 3.125 | Epoch: [40][16/553] Time 2.428 Data 0.001 Err 0.3405 top1 10.156 top5 0.781 | Epoch: [40][17/553] Time 2.430 Data 0.001 Err 0.2582 top1 7.812 top5 1.562 | Epoch: [40][18/553] Time 2.433 Data 0.001 Err 0.2667 top1 5.469 top5 0.781 | Epoch: [40][19/553] Time 2.456 Data 0.001 Err 0.3475 top1 8.594 top5 2.344 | Epoch: [40][20/553] Time 2.436 Data 0.001 Err 0.3169 top1 6.250 top5 2.344 | Epoch: [40][21/553] Time 2.440 Data 0.000 Err 0.2489 top1 4.688 top5 0.781 | Epoch: [40][22/553] Time 2.432 Data 0.001 Err 0.3142 top1 9.375 top5 3.125 | Epoch: [40][23/553] Time 2.457 Data 0.001 Err 0.3173 top1 8.594 top5 1.562 | Epoch: [40][24/553] Time 2.439 Data 0.001 Err 0.2143 top1 6.250 top5 0.781 | Epoch: [40][25/553] Time 2.444 Data 0.001 Err 0.2068 top1 4.688 top5 0.781 | Epoch: [40][26/553] Time 2.490 Data 0.001 Err 0.4317 top1 10.938 top5 3.906 | Epoch: [40][27/553] Time 2.433 Data 0.001 Err 0.3185 top1 7.812 top5 2.344 | Epoch: [40][28/553] Time 2.442 Data 0.001 Err 0.4231 top1 10.938 top5 3.125 | Epoch: [40][29/553] Time 2.430 Data 0.000 Err 0.3164 top1 8.594 top5 1.562 | Epoch: [40][30/553] Time 2.442 Data 0.001 Err 0.3984 top1 8.594 top5 3.906 | Epoch: [40][31/553] Time 2.453 Data 0.000 Err 0.3644 top1 10.938 top5 2.344 | Epoch: [40][32/553] Time 2.443 Data 0.001 Err 0.4901 top1 11.719 top5 3.906 | Epoch: [40][33/553] Time 2.451 Data 0.000 Err 0.4610 top1 13.281 top5 3.125 | Epoch: [40][34/553] Time 2.444 Data 0.001 Err 0.3776 top1 12.500 top5 3.125 | Epoch: [40][35/553] Time 2.479 Data 0.001 Err 0.3526 top1 10.156 top5 3.906 | Epoch: [40][36/553] Time 2.437 Data 0.001 Err 0.2918 top1 7.812 top5 2.344 | Epoch: [40][37/553] Time 2.436 Data 0.001 Err 0.3240 top1 8.594 top5 3.906 | Epoch: [40][38/553] Time 2.445 Data 0.001 Err 0.3454 top1 6.250 top5 2.344 | Epoch: [40][39/553] Time 2.436 Data 0.001 Err 0.2632 top1 6.250 top5 1.562 | Epoch: [40][40/553] Time 2.437 Data 0.001 Err 0.3361 top1 6.250 top5 3.125 | Epoch: [40][41/553] Time 2.439 Data 0.001 Err 0.4384 top1 11.719 top5 1.562 | Epoch: [40][42/553] Time 2.443 Data 0.000 Err 0.3136 top1 7.812 top5 2.344 | Epoch: [40][43/553] Time 2.454 Data 0.001 Err 0.3718 top1 10.938 top5 2.344 | Epoch: [40][44/553] Time 2.443 Data 0.001 Err 0.2435 top1 7.031 top5 1.562 | Epoch: [40][45/553] Time 2.438 Data 0.001 Err 0.3010 top1 8.594 top5 1.562 | Epoch: [40][46/553] Time 2.446 Data 0.001 Err 0.2837 top1 7.812 top5 3.125 | Epoch: [40][47/553] Time 2.508 Data 0.001 Err 0.3065 top1 9.375 top5 0.781 | Epoch: [40][48/553] Time 2.479 Data 0.001 Err 0.3333 top1 7.031 top5 3.906 | Epoch: [40][49/553] Time 2.442 Data 0.001 Err 0.1639 top1 3.906 top5 0.781 | Epoch: [40][50/553] Time 2.434 Data 0.000 Err 0.3141 top1 9.375 top5 3.125 | Epoch: [40][51/553] Time 2.438 Data 0.000 Err 0.3003 top1 5.469 top5 2.344 | Epoch: [40][52/553] Time 2.436 Data 0.000 Err 0.2303 top1 7.031 top5 0.781 | Epoch: [40][53/553] Time 2.437 Data 0.001 Err 0.3365 top1 9.375 top5 1.562 | Epoch: [40][54/553] Time 2.440 Data 0.001 Err 0.3886 top1 12.500 top5 0.781 | Epoch: [40][55/553] Time 2.442 Data 0.001 Err 0.2522 top1 4.688 top5 2.344 | Epoch: [40][56/553] Time 2.474 Data 0.001 Err 0.2954 top1 7.031 top5 1.562 | Epoch: [40][57/553] Time 2.441 Data 0.001 Err 0.2563 top1 7.812 top5 2.344 | Epoch: [40][58/553] Time 2.435 Data 0.001 Err 0.4979 top1 10.938 top5 6.250 | Epoch: [40][59/553] Time 2.484 Data 0.001 Err 0.3402 top1 8.594 top5 1.562 | Epoch: [40][60/553] Time 2.443 Data 0.001 Err 0.4190 top1 10.156 top5 4.688 | Epoch: [40][61/553] Time 2.441 Data 0.000 Err 0.3307 top1 12.500 top5 1.562 | Epoch: [40][62/553] Time 2.443 Data 0.001 Err 0.2879 top1 7.031 top5 1.562 | Epoch: [40][63/553] Time 2.435 Data 0.001 Err 0.3591 top1 9.375 top5 1.562 | Epoch: [40][64/553] Time 2.438 Data 0.001 Err 0.3455 top1 8.594 top5 3.906 | Epoch: [40][65/553] Time 2.437 Data 0.001 Err 0.3511 top1 7.812 top5 4.688 | Epoch: [40][66/553] Time 2.441 Data 0.001 Err 0.3071 top1 6.250 top5 1.562 | Epoch: [40][67/553] Time 2.438 Data 0.001 Err 0.3498 top1 8.594 top5 0.781 | Epoch: [40][68/553] Time 2.460 Data 0.001 Err 0.2900 top1 8.594 top5 2.344 | Epoch: [40][69/553] Time 2.440 Data 0.001 Err 0.1784 top1 7.031 top5 1.562 | Epoch: [40][70/553] Time 2.486 Data 0.001 Err 0.4610 top1 10.156 top5 5.469 | Epoch: [40][71/553] Time 2.455 Data 0.001 Err 0.2908 top1 7.031 top5 3.125 | Epoch: [40][72/553] Time 2.438 Data 0.001 Err 0.5136 top1 10.938 top5 3.906 | Epoch: [40][73/553] Time 2.436 Data 0.001 Err 0.3464 top1 8.594 top5 3.125 | Epoch: [40][74/553] Time 2.451 Data 0.001 Err 0.3671 top1 9.375 top5 3.125 | Epoch: [40][75/553] Time 2.433 Data 0.001 Err 0.2386 top1 4.688 top5 2.344 | Epoch: [40][76/553] Time 2.459 Data 0.001 Err 0.4160 top1 12.500 top5 2.344 | Epoch: [40][77/553] Time 2.439 Data 0.001 Err 0.2595 top1 7.812 top5 2.344 | Epoch: [40][78/553] Time 2.433 Data 0.001 Err 0.4741 top1 12.500 top5 3.906 | Epoch: [40][79/553] Time 2.430 Data 0.001 Err 0.1965 top1 5.469 top5 0.000 | Epoch: [40][80/553] Time 2.482 Data 0.000 Err 0.2750 top1 7.812 top5 0.781 | Epoch: [40][81/553] Time 2.450 Data 0.001 Err 0.3394 top1 10.156 top5 2.344 | Epoch: [40][82/553] Time 2.448 Data 0.001 Err 0.2635 top1 7.812 top5 1.562 | Epoch: [40][83/553] Time 2.468 Data 0.001 Err 0.1983 top1 6.250 top5 0.000 | Epoch: [40][84/553] Time 2.436 Data 0.001 Err 0.4191 top1 9.375 top5 2.344 | Epoch: [40][85/553] Time 2.442 Data 0.002 Err 0.3718 top1 9.375 top5 1.562 | Epoch: [40][86/553] Time 2.435 Data 0.001 Err 0.2388 top1 6.250 top5 2.344 | Epoch: [40][87/553] Time 2.436 Data 0.001 Err 0.3238 top1 9.375 top5 2.344 | Epoch: [40][88/553] Time 2.451 Data 0.000 Err 0.4103 top1 8.594 top5 5.469 | Epoch: [40][89/553] Time 2.460 Data 0.001 Err 0.3773 top1 8.594 top5 4.688 | Epoch: [40][90/553] Time 2.448 Data 0.000 Err 0.3485 top1 9.375 top5 3.125 | Epoch: [40][91/553] Time 2.452 Data 0.001 Err 0.2002 top1 4.688 top5 0.781 | Epoch: [40][92/553] Time 2.433 Data 0.001 Err 0.4334 top1 11.719 top5 3.125 | Epoch: [40][93/553] Time 2.439 Data 0.001 Err 0.3673 top1 9.375 top5 2.344 | Epoch: [40][94/553] Time 2.478 Data 0.001 Err 0.2578 top1 6.250 top5 1.562 | Epoch: [40][95/553] Time 2.446 Data 0.001 Err 0.4400 top1 11.719 top5 3.906 | Epoch: [40][96/553] Time 2.439 Data 0.001 Err 0.3269 top1 9.375 top5 3.125 | Epoch: [40][97/553] Time 2.435 Data 0.001 Err 0.2395 top1 6.250 top5 0.781 | Epoch: [40][98/553] Time 2.436 Data 0.001 Err 0.5056 top1 16.406 top5 4.688 | Epoch: [40][99/553] Time 2.443 Data 0.000 Err 0.3195 top1 10.156 top5 1.562 | Epoch: [40][100/553] Time 2.436 Data 0.001 Err 0.3447 top1 8.594 top5 3.125 | Epoch: [40][101/553] Time 2.499 Data 0.001 Err 0.2437 top1 6.250 top5 1.562 | Epoch: [40][102/553] Time 2.444 Data 0.001 Err 0.2337 top1 6.250 top5 1.562 | Epoch: [40][103/553] Time 2.445 Data 0.001 Err 0.3620 top1 12.500 top5 3.125 | Epoch: [40][104/553] Time 2.438 Data 0.004 Err 0.3190 top1 7.812 top5 3.906 | Epoch: [40][105/553] Time 2.438 Data 0.001 Err 0.5457 top1 15.625 top5 4.688 | Epoch: [40][106/553] Time 2.447 Data 0.001 Err 0.3711 top1 10.156 top5 4.688 | Epoch: [40][107/553] Time 2.428 Data 0.001 Err 0.2240 top1 5.469 top5 1.562 | Epoch: [40][108/553] Time 2.438 Data 0.001 Err 0.2508 top1 7.031 top5 2.344 | Epoch: [40][109/553] Time 2.438 Data 0.001 Err 0.2818 top1 7.812 top5 1.562 | Epoch: [40][110/553] Time 2.434 Data 0.001 Err 0.4148 top1 12.500 top5 7.031 | Epoch: [40][111/553] Time 2.446 Data 0.001 Err 0.3222 top1 7.812 top5 1.562 | Epoch: [40][112/553] Time 2.453 Data 0.001 Err 0.3769 top1 8.594 top5 2.344 | Epoch: [40][113/553] Time 2.444 Data 0.001 Err 0.4230 top1 9.375 top5 3.906 | Epoch: [40][114/553] Time 2.453 Data 0.001 Err 0.3328 top1 9.375 top5 3.906 | Epoch: [40][115/553] Time 2.445 Data 0.001 Err 0.4820 top1 12.500 top5 4.688 | Epoch: [40][116/553] Time 2.435 Data 0.001 Err 0.3860 top1 13.281 top5 1.562 | Epoch: [40][117/553] Time 2.474 Data 0.001 Err 0.2239 top1 5.469 top5 1.562 | Epoch: [40][118/553] Time 2.457 Data 0.000 Err 0.3456 top1 7.812 top5 3.906 | Epoch: [40][119/553] Time 2.502 Data 0.001 Err 0.2766 top1 7.812 top5 1.562 | Epoch: [40][120/553] Time 2.456 Data 0.001 Err 0.3255 top1 10.938 top5 2.344 | Epoch: [40][121/553] Time 2.438 Data 0.001 Err 0.3950 top1 10.938 top5 3.906 | Epoch: [40][122/553] Time 2.443 Data 0.001 Err 0.4320 top1 10.938 top5 5.469 | Epoch: [40][123/553] Time 2.435 Data 0.001 Err 0.2654 top1 6.250 top5 1.562 | Epoch: [40][124/553] Time 2.435 Data 0.001 Err 0.3092 top1 9.375 top5 0.781 | Epoch: [40][125/553] Time 2.443 Data 0.001 Err 0.3311 top1 7.812 top5 2.344 | Epoch: [40][126/553] Time 2.432 Data 0.001 Err 0.2969 top1 7.812 top5 0.781 | Epoch: [40][127/553] Time 2.441 Data 0.001 Err 0.2805 top1 7.812 top5 2.344 | Epoch: [40][128/553] Time 2.437 Data 0.000 Err 0.2994 top1 7.031 top5 3.906 | Epoch: [40][129/553] Time 2.438 Data 0.001 Err 0.3505 top1 11.719 top5 2.344 | Epoch: [40][130/553] Time 2.435 Data 0.001 Err 0.4118 top1 9.375 top5 3.125 | Epoch: [40][131/553] Time 2.441 Data 0.001 Err 0.3073 top1 7.031 top5 3.125 | Epoch: [40][132/553] Time 2.465 Data 0.001 Err 0.2136 top1 5.469 top5 2.344 | Epoch: [40][133/553] Time 2.480 Data 0.001 Err 0.3241 top1 7.812 top5 2.344 | Epoch: [40][134/553] Time 2.437 Data 0.001 Err 0.3034 top1 9.375 top5 1.562 | Epoch: [40][135/553] Time 2.443 Data 0.001 Err 0.3306 top1 7.812 top5 1.562 | Epoch: [40][136/553] Time 2.432 Data 0.001 Err 0.3891 top1 10.156 top5 1.562 | Epoch: [40][137/553] Time 2.446 Data 0.001 Err 0.3844 top1 9.375 top5 3.125 | Epoch: [40][138/553] Time 2.445 Data 0.001 Err 0.4579 top1 10.156 top5 4.688 | Epoch: [40][139/553] Time 2.467 Data 0.001 Err 0.3066 top1 8.594 top5 1.562 | Epoch: [40][140/553] Time 2.446 Data 0.001 Err 0.4091 top1 12.500 top5 2.344 | Epoch: [40][141/553] Time 2.432 Data 0.001 Err 0.4070 top1 10.156 top5 3.125 | Epoch: [40][142/553] Time 2.440 Data 0.003 Err 0.2306 top1 9.375 top5 0.781 | Epoch: [40][143/553] Time 2.435 Data 0.001 Err 0.3650 top1 10.938 top5 1.562 | Epoch: [40][144/553] Time 2.433 Data 0.001 Err 0.2694 top1 7.812 top5 1.562 | Epoch: [40][145/553] Time 2.440 Data 0.000 Err 0.3710 top1 11.719 top5 2.344 | Epoch: [40][146/553] Time 2.440 Data 0.001 Err 0.3033 top1 8.594 top5 1.562 | Epoch: [40][147/553] Time 2.439 Data 0.000 Err 0.2550 top1 7.031 top5 2.344 | Epoch: [40][148/553] Time 2.452 Data 0.001 Err 0.4320 top1 11.719 top5 5.469 | Epoch: [40][149/553] Time 2.469 Data 0.001 Err 0.4069 top1 9.375 top5 3.125 | Epoch: [40][150/553] Time 2.441 Data 0.001 Err 0.3305 top1 10.156 top5 3.125 | Epoch: [40][151/553] Time 2.444 Data 0.001 Err 0.3480 top1 9.375 top5 2.344 | Epoch: [40][152/553] Time 2.491 Data 0.001 Err 0.3311 top1 8.594 top5 1.562 | Epoch: [40][153/553] Time 2.446 Data 0.001 Err 0.3233 top1 10.156 top5 1.562 | Epoch: [40][154/553] Time 2.441 Data 0.001 Err 0.5440 top1 13.281 top5 4.688 | Epoch: [40][155/553] Time 2.440 Data 0.001 Err 0.3389 top1 9.375 top5 1.562 | Epoch: [40][156/553] Time 2.479 Data 0.000 Err 0.3915 top1 11.719 top5 2.344 | Epoch: [40][157/553] Time 2.514 Data 0.001 Err 0.3494 top1 10.156 top5 0.781 | Epoch: [40][158/553] Time 2.451 Data 0.001 Err 0.2071 top1 3.125 top5 1.562 | Epoch: [40][159/553] Time 2.445 Data 0.001 Err 0.3290 top1 10.156 top5 1.562 | Epoch: [40][160/553] Time 2.446 Data 0.001 Err 0.2801 top1 6.250 top5 3.125 | Epoch: [40][161/553] Time 2.434 Data 0.002 Err 0.4750 top1 10.156 top5 5.469 | Epoch: [40][162/553] Time 2.442 Data 0.001 Err 0.3130 top1 8.594 top5 1.562 | Epoch: [40][163/553] Time 2.444 Data 0.001 Err 0.2024 top1 4.688 top5 1.562 | Epoch: [40][164/553] Time 2.439 Data 0.000 Err 0.2338 top1 7.812 top5 0.781 | Epoch: [40][165/553] Time 2.437 Data 0.001 Err 0.3004 top1 8.594 top5 2.344 | Epoch: [40][166/553] Time 2.438 Data 0.000 Err 0.2116 top1 3.125 top5 0.781 | Epoch: [40][167/553] Time 2.437 Data 0.001 Err 0.4592 top1 14.844 top5 6.250 | Epoch: [40][168/553] Time 2.437 Data 0.001 Err 0.4440 top1 12.500 top5 3.125 | Epoch: [40][169/553] Time 2.444 Data 0.001 Err 0.2829 top1 10.938 top5 1.562 | Epoch: [40][170/553] Time 2.437 Data 0.001 Err 0.3302 top1 8.594 top5 3.125 | Epoch: [40][171/553] Time 2.443 Data 0.001 Err 0.2137 top1 5.469 top5 0.781 | Epoch: [40][172/553] Time 2.434 Data 0.001 Err 0.4250 top1 11.719 top5 3.906 | Epoch: [40][173/553] Time 2.435 Data 0.001 Err 0.2891 top1 7.031 top5 2.344 | Epoch: [40][174/553] Time 2.479 Data 0.001 Err 0.3966 top1 10.156 top5 3.125 | Epoch: [40][175/553] Time 2.433 Data 0.000 Err 0.4590 top1 12.500 top5 3.906 | Epoch: [40][176/553] Time 2.438 Data 0.001 Err 0.2960 top1 8.594 top5 1.562 | Epoch: [40][177/553] Time 2.439 Data 0.001 Err 0.2697 top1 6.250 top5 1.562 | Epoch: [40][178/553] Time 2.441 Data 0.001 Err 0.3378 top1 7.812 top5 0.781 | Epoch: [40][179/553] Time 2.438 Data 0.001 Err 0.2185 top1 7.031 top5 0.000 | Epoch: [40][180/553] Time 2.440 Data 0.002 Err 0.4034 top1 11.719 top5 3.906 | Epoch: [40][181/553] Time 2.440 Data 0.001 Err 0.3726 top1 7.812 top5 2.344 | Epoch: [40][182/553] Time 2.443 Data 0.001 Err 0.2272 top1 7.031 top5 1.562 | Epoch: [40][183/553] Time 2.439 Data 0.000 Err 0.5087 top1 13.281 top5 6.250 | Epoch: [40][184/553] Time 2.454 Data 0.001 Err 0.4333 top1 10.938 top5 2.344 | Epoch: [40][185/553] Time 2.432 Data 0.001 Err 0.2562 top1 7.812 top5 0.781 | Epoch: [40][186/553] Time 2.461 Data 0.001 Err 0.2673 top1 9.375 top5 1.562 | Epoch: [40][187/553] Time 2.472 Data 0.001 Err 0.3730 top1 7.812 top5 3.125 | Epoch: [40][188/553] Time 2.438 Data 0.001 Err 0.3110 top1 10.156 top5 2.344 | Epoch: [40][189/553] Time 2.443 Data 0.001 Err 0.2899 top1 7.812 top5 0.781 | Epoch: [40][190/553] Time 2.480 Data 0.001 Err 0.2632 top1 6.250 top5 0.781 | Epoch: [40][191/553] Time 2.442 Data 0.001 Err 0.4803 top1 11.719 top5 2.344 | Epoch: [40][192/553] Time 2.442 Data 0.001 Err 0.3175 top1 6.250 top5 2.344 | Epoch: [40][193/553] Time 2.435 Data 0.001 Err 0.3926 top1 8.594 top5 2.344 | Epoch: [40][194/553] Time 2.441 Data 0.001 Err 0.2378 top1 8.594 top5 0.781 | Epoch: [40][195/553] Time 2.471 Data 0.001 Err 0.3858 top1 11.719 top5 2.344 | Epoch: [40][196/553] Time 2.436 Data 0.001 Err 0.2741 top1 5.469 top5 1.562 | Epoch: [40][197/553] Time 2.452 Data 0.001 Err 0.4787 top1 12.500 top5 3.125 | Epoch: [40][198/553] Time 2.437 Data 0.001 Err 0.3950 top1 10.156 top5 2.344 | Epoch: [40][199/553] Time 2.441 Data 0.004 Err 0.3095 top1 10.156 top5 0.781 | Epoch: [40][200/553] Time 2.448 Data 0.001 Err 0.2950 top1 6.250 top5 3.125 | Epoch: [40][201/553] Time 2.429 Data 0.001 Err 0.2592 top1 7.031 top5 2.344 | Epoch: [40][202/553] Time 2.439 Data 0.000 Err 0.3622 top1 10.156 top5 1.562 | Epoch: [40][203/553] Time 2.441 Data 0.001 Err 0.4126 top1 12.500 top5 4.688 | Epoch: [40][204/553] Time 2.439 Data 0.000 Err 0.3485 top1 7.812 top5 3.906 | Epoch: [40][205/553] Time 2.435 Data 0.001 Err 0.3069 top1 8.594 top5 1.562 | Epoch: [40][206/553] Time 2.478 Data 0.001 Err 0.2219 top1 7.812 top5 0.781 | Epoch: [40][207/553] Time 2.462 Data 0.001 Err 0.3499 top1 9.375 top5 2.344 | Epoch: [40][208/553] Time 2.461 Data 0.001 Err 0.4360 top1 11.719 top5 7.031 | Epoch: [40][209/553] Time 2.446 Data 0.001 Err 0.4535 top1 12.500 top5 5.469 | Epoch: [40][210/553] Time 2.475 Data 0.001 Err 0.4439 top1 10.938 top5 5.469 | Epoch: [40][211/553] Time 2.436 Data 0.001 Err 0.4370 top1 11.719 top5 3.906 | Epoch: [40][212/553] Time 2.433 Data 0.001 Err 0.3589 top1 8.594 top5 2.344 | Epoch: [40][213/553] Time 2.440 Data 0.000 Err 0.2739 top1 7.031 top5 2.344 | Epoch: [40][214/553] Time 2.439 Data 0.001 Err 0.3918 top1 8.594 top5 3.125 | Epoch: [40][215/553] Time 2.446 Data 0.001 Err 0.3038 top1 7.031 top5 2.344 | Epoch: [40][216/553] Time 2.448 Data 0.001 Err 0.2571 top1 7.031 top5 0.781 | Epoch: [40][217/553] Time 2.456 Data 0.001 Err 0.3756 top1 11.719 top5 3.125 | Epoch: [40][218/553] Time 2.444 Data 0.001 Err 0.3781 top1 8.594 top5 3.125 | Epoch: [40][219/553] Time 2.440 Data 0.001 Err 0.4338 top1 10.156 top5 4.688 | Epoch: [40][220/553] Time 2.435 Data 0.001 Err 0.3189 top1 9.375 top5 2.344 | Epoch: [40][221/553] Time 2.438 Data 0.001 Err 0.3798 top1 10.156 top5 2.344 | Epoch: [40][222/553] Time 2.461 Data 0.001 Err 0.2992 top1 7.812 top5 0.781 | Epoch: [40][223/553] Time 2.488 Data 0.001 Err 0.2761 top1 8.594 top5 1.562 | Epoch: [40][224/553] Time 2.480 Data 0.001 Err 0.4645 top1 10.156 top5 3.125 | Epoch: [40][225/553] Time 2.441 Data 0.001 Err 0.2535 top1 7.031 top5 1.562 | Epoch: [40][226/553] Time 2.437 Data 0.001 Err 0.2380 top1 5.469 top5 0.000 | Epoch: [40][227/553] Time 2.442 Data 0.001 Err 0.3981 top1 13.281 top5 1.562 | Epoch: [40][228/553] Time 2.448 Data 0.001 Err 0.3643 top1 10.156 top5 3.125 | Epoch: [40][229/553] Time 2.456 Data 0.001 Err 0.4137 top1 9.375 top5 2.344 | Epoch: [40][230/553] Time 2.448 Data 0.001 Err 0.4053 top1 6.250 top5 3.125 | Epoch: [40][231/553] Time 2.441 Data 0.001 Err 0.3972 top1 11.719 top5 3.125 | Epoch: [40][232/553] Time 2.448 Data 0.001 Err 0.4450 top1 14.844 top5 3.125 | Epoch: [40][233/553] Time 2.445 Data 0.001 Err 0.3675 top1 10.938 top5 2.344 | Epoch: [40][234/553] Time 2.448 Data 0.001 Err 0.2290 top1 5.469 top5 0.781 | Epoch: [40][235/553] Time 2.474 Data 0.001 Err 0.3559 top1 10.938 top5 2.344 | Epoch: [40][236/553] Time 2.438 Data 0.001 Err 0.3689 top1 11.719 top5 4.688 | Epoch: [40][237/553] Time 2.463 Data 0.004 Err 0.2612 top1 7.812 top5 0.000 | Epoch: [40][238/553] Time 2.435 Data 0.001 Err 0.2911 top1 7.031 top5 0.781 | Epoch: [40][239/553] Time 2.439 Data 0.001 Err 0.5120 top1 14.844 top5 6.250 | Epoch: [40][240/553] Time 2.436 Data 0.001 Err 0.5531 top1 14.062 top5 4.688 | Epoch: [40][241/553] Time 2.434 Data 0.001 Err 0.1710 top1 3.125 top5 0.781 | Epoch: [40][242/553] Time 2.488 Data 0.001 Err 0.3117 top1 7.812 top5 3.125 | Epoch: [40][243/553] Time 2.456 Data 0.001 Err 0.2751 top1 6.250 top5 2.344 | Epoch: [40][244/553] Time 2.447 Data 0.001 Err 0.2312 top1 7.031 top5 2.344 | Epoch: [40][245/553] Time 2.443 Data 0.001 Err 0.3369 top1 9.375 top5 3.906 | Epoch: [40][246/553] Time 2.466 Data 0.001 Err 0.3845 top1 10.156 top5 2.344 | Epoch: [40][247/553] Time 2.476 Data 0.001 Err 0.2765 top1 7.812 top5 2.344 | Epoch: [40][248/553] Time 2.450 Data 0.001 Err 0.4776 top1 14.844 top5 3.906 | Epoch: [40][249/553] Time 2.471 Data 0.001 Err 0.2403 top1 7.031 top5 0.781 | Epoch: [40][250/553] Time 2.467 Data 0.001 Err 0.4117 top1 10.938 top5 3.125 | Epoch: [40][251/553] Time 2.514 Data 0.000 Err 0.3095 top1 6.250 top5 2.344 | Epoch: [40][252/553] Time 2.439 Data 0.001 Err 0.3567 top1 8.594 top5 3.125 | Epoch: [40][253/553] Time 2.435 Data 0.001 Err 0.2312 top1 7.031 top5 1.562 | Epoch: [40][254/553] Time 2.467 Data 0.001 Err 0.3806 top1 10.156 top5 4.688 | Epoch: [40][255/553] Time 2.462 Data 0.001 Err 0.3065 top1 8.594 top5 2.344 | Epoch: [40][256/553] Time 2.445 Data 0.004 Err 0.2422 top1 7.031 top5 1.562 | Epoch: [40][257/553] Time 2.437 Data 0.001 Err 0.3236 top1 7.812 top5 1.562 | Epoch: [40][258/553] Time 2.484 Data 0.001 Err 0.4496 top1 10.938 top5 5.469 | Epoch: [40][259/553] Time 2.444 Data 0.000 Err 0.3055 top1 7.031 top5 3.125 | Epoch: [40][260/553] Time 2.451 Data 0.001 Err 0.3760 top1 10.156 top5 2.344 | Epoch: [40][261/553] Time 2.481 Data 0.000 Err 0.3089 top1 8.594 top5 2.344 | Epoch: [40][262/553] Time 2.489 Data 0.001 Err 0.5612 top1 13.281 top5 7.031 | Epoch: [40][263/553] Time 2.434 Data 0.001 Err 0.3443 top1 8.594 top5 2.344 | Epoch: [40][264/553] Time 2.447 Data 0.001 Err 0.3847 top1 10.938 top5 3.125 | Epoch: [40][265/553] Time 2.442 Data 0.001 Err 0.2596 top1 5.469 top5 2.344 | Epoch: [40][266/553] Time 2.438 Data 0.001 Err 0.4387 top1 10.156 top5 4.688 | Epoch: [40][267/553] Time 2.482 Data 0.001 Err 0.2568 top1 7.812 top5 1.562 | Epoch: [40][268/553] Time 2.452 Data 0.001 Err 0.3721 top1 7.812 top5 3.906 | Epoch: [40][269/553] Time 2.478 Data 0.001 Err 0.3276 top1 7.812 top5 1.562 | Epoch: [40][270/553] Time 2.441 Data 0.000 Err 0.3765 top1 10.156 top5 4.688 | Epoch: [40][271/553] Time 2.438 Data 0.001 Err 0.4370 top1 10.156 top5 3.906 | Epoch: [40][272/553] Time 2.442 Data 0.001 Err 0.3092 top1 7.812 top5 1.562 | Epoch: [40][273/553] Time 2.473 Data 0.001 Err 0.3078 top1 9.375 top5 2.344 | Epoch: [40][274/553] Time 2.484 Data 0.001 Err 0.3850 top1 12.500 top5 3.125 | Epoch: [40][275/553] Time 2.434 Data 0.004 Err 0.3682 top1 9.375 top5 3.906 | Epoch: [40][276/553] Time 2.439 Data 0.001 Err 0.4410 top1 13.281 top5 2.344 | Epoch: [40][277/553] Time 2.445 Data 0.001 Err 0.3773 top1 11.719 top5 2.344 | Epoch: [40][278/553] Time 2.430 Data 0.001 Err 0.3185 top1 6.250 top5 1.562 | Epoch: [40][279/553] Time 2.440 Data 0.001 Err 0.3584 top1 7.031 top5 2.344 | Epoch: [40][280/553] Time 2.441 Data 0.001 Err 0.3968 top1 10.156 top5 4.688 | Epoch: [40][281/553] Time 2.438 Data 0.001 Err 0.2728 top1 7.031 top5 0.781 | Epoch: [40][282/553] Time 2.437 Data 0.001 Err 0.3668 top1 8.594 top5 2.344 | Epoch: [40][283/553] Time 2.446 Data 0.001 Err 0.3511 top1 10.156 top5 3.125 | Epoch: [40][284/553] Time 2.438 Data 0.001 Err 0.2647 top1 8.594 top5 0.781 | Epoch: [40][285/553] Time 2.440 Data 0.001 Err 0.2657 top1 6.250 top5 1.562 | Epoch: [40][286/553] Time 2.448 Data 0.001 Err 0.3408 top1 7.812 top5 0.781 | Epoch: [40][287/553] Time 2.437 Data 0.001 Err 0.4979 top1 13.281 top5 4.688 | Epoch: [40][288/553] Time 2.479 Data 0.001 Err 0.4721 top1 12.500 top5 5.469 | Epoch: [40][289/553] Time 2.496 Data 0.000 Err 0.2817 top1 7.031 top5 2.344 | Epoch: [40][290/553] Time 2.506 Data 0.001 Err 0.2340 top1 5.469 top5 1.562 | Epoch: [40][291/553] Time 2.437 Data 0.001 Err 0.2968 top1 7.031 top5 1.562 | Epoch: [40][292/553] Time 2.485 Data 0.001 Err 0.3280 top1 7.812 top5 1.562 | Epoch: [40][293/553] Time 2.447 Data 0.001 Err 0.3006 top1 7.031 top5 1.562 | Epoch: [40][294/553] Time 2.468 Data 0.004 Err 0.4213 top1 10.938 top5 4.688 | Epoch: [40][295/553] Time 2.461 Data 0.001 Err 0.4628 top1 11.719 top5 4.688 | Epoch: [40][296/553] Time 2.432 Data 0.001 Err 0.3834 top1 10.156 top5 3.125 | Epoch: [40][297/553] Time 2.429 Data 0.001 Err 0.2835 top1 8.594 top5 3.125 | Epoch: [40][298/553] Time 2.439 Data 0.001 Err 0.3388 top1 9.375 top5 0.781 | Epoch: [40][299/553] Time 2.479 Data 0.000 Err 0.4044 top1 11.719 top5 4.688 | Epoch: [40][300/553] Time 2.445 Data 0.001 Err 0.4369 top1 9.375 top5 4.688 | Epoch: [40][301/553] Time 2.434 Data 0.001 Err 0.4420 top1 13.281 top5 3.125 | Epoch: [40][302/553] Time 2.438 Data 0.001 Err 0.3195 top1 9.375 top5 2.344 | Epoch: [40][303/553] Time 2.463 Data 0.001 Err 0.1692 top1 6.250 top5 0.000 | Epoch: [40][304/553] Time 2.447 Data 0.001 Err 0.3831 top1 9.375 top5 4.688 | Epoch: [40][305/553] Time 2.438 Data 0.001 Err 0.4492 top1 10.938 top5 2.344 | Epoch: [40][306/553] Time 2.445 Data 0.001 Err 0.3229 top1 7.812 top5 1.562 | Epoch: [40][307/553] Time 2.434 Data 0.001 Err 0.4436 top1 14.062 top5 3.906 | Epoch: [40][308/553] Time 2.438 Data 0.000 Err 0.2910 top1 7.031 top5 0.781 | Epoch: [40][309/553] Time 2.474 Data 0.001 Err 0.2976 top1 8.594 top5 3.125 | Epoch: [40][310/553] Time 2.439 Data 0.001 Err 0.3093 top1 8.594 top5 0.781 | Epoch: [40][311/553] Time 2.444 Data 0.001 Err 0.3486 top1 11.719 top5 0.781 | Epoch: [40][312/553] Time 2.438 Data 0.001 Err 0.2263 top1 6.250 top5 0.781 | Epoch: [40][313/553] Time 2.470 Data 0.004 Err 0.2751 top1 7.031 top5 1.562 | Epoch: [40][314/553] Time 2.437 Data 0.001 Err 0.4027 top1 10.156 top5 3.906 | Epoch: [40][315/553] Time 2.497 Data 0.001 Err 0.3446 top1 10.938 top5 2.344 | Epoch: [40][316/553] Time 2.451 Data 0.001 Err 0.3103 top1 7.031 top5 3.125 | Epoch: [40][317/553] Time 2.446 Data 0.001 Err 0.3649 top1 8.594 top5 2.344 | Epoch: [40][318/553] Time 2.450 Data 0.000 Err 0.4039 top1 10.156 top5 3.125 | Epoch: [40][319/553] Time 2.453 Data 0.001 Err 0.2195 top1 7.812 top5 0.781 | Epoch: [40][320/553] Time 2.441 Data 0.001 Err 0.3152 top1 8.594 top5 0.781 | Epoch: [40][321/553] Time 2.487 Data 0.001 Err 0.4688 top1 11.719 top5 3.906 | Epoch: [40][322/553] Time 2.434 Data 0.001 Err 0.2280 top1 5.469 top5 0.781 | Epoch: [40][323/553] Time 2.443 Data 0.001 Err 0.3308 top1 9.375 top5 3.125 | Epoch: [40][324/553] Time 2.438 Data 0.001 Err 0.3609 top1 8.594 top5 2.344 | Epoch: [40][325/553] Time 2.438 Data 0.000 Err 0.2445 top1 7.031 top5 2.344 | Epoch: [40][326/553] Time 2.468 Data 0.001 Err 0.5478 top1 11.719 top5 6.250 | Epoch: [40][327/553] Time 2.470 Data 0.000 Err 0.4700 top1 14.062 top5 3.125 | Epoch: [40][328/553] Time 2.440 Data 0.001 Err 0.2212 top1 3.125 top5 1.562 | Epoch: [40][329/553] Time 2.438 Data 0.001 Err 0.2956 top1 5.469 top5 2.344 | Epoch: [40][330/553] Time 2.444 Data 0.001 Err 0.3030 top1 6.250 top5 2.344 | Epoch: [40][331/553] Time 2.446 Data 0.001 Err 0.2550 top1 7.812 top5 0.000 | Epoch: [40][332/553] Time 2.435 Data 0.003 Err 0.3419 top1 8.594 top5 3.906 | Epoch: [40][333/553] Time 2.476 Data 0.001 Err 0.2206 top1 6.250 top5 0.781 | Epoch: [40][334/553] Time 2.445 Data 0.001 Err 0.3185 top1 10.156 top5 1.562 | Epoch: [40][335/553] Time 2.437 Data 0.001 Err 0.2573 top1 8.594 top5 0.781 | Epoch: [40][336/553] Time 2.440 Data 0.000 Err 0.3380 top1 8.594 top5 1.562 | Epoch: [40][337/553] Time 2.432 Data 0.000 Err 0.3714 top1 12.500 top5 0.781 | Epoch: [40][338/553] Time 2.438 Data 0.001 Err 0.4072 top1 10.938 top5 3.906 | Epoch: [40][339/553] Time 2.463 Data 0.001 Err 0.3814 top1 9.375 top5 3.125 | Epoch: [40][340/553] Time 2.458 Data 0.001 Err 0.3019 top1 8.594 top5 2.344 | Epoch: [40][341/553] Time 2.443 Data 0.001 Err 0.4375 top1 11.719 top5 3.125 | Epoch: [40][342/553] Time 2.439 Data 0.001 Err 0.2535 top1 7.812 top5 1.562 | Epoch: [40][343/553] Time 2.439 Data 0.001 Err 0.2902 top1 6.250 top5 2.344 | Epoch: [40][344/553] Time 2.441 Data 0.001 Err 0.3811 top1 10.938 top5 2.344 | Epoch: [40][345/553] Time 2.435 Data 0.001 Err 0.4871 top1 12.500 top5 3.125 | Epoch: [40][346/553] Time 2.435 Data 0.001 Err 0.3739 top1 11.719 top5 1.562 | Epoch: [40][347/553] Time 2.445 Data 0.001 Err 0.4371 top1 10.156 top5 3.906 | Epoch: [40][348/553] Time 2.436 Data 0.001 Err 0.3461 top1 10.156 top5 2.344 | Epoch: [40][349/553] Time 2.480 Data 0.001 Err 0.2058 top1 4.688 top5 1.562 | Epoch: [40][350/553] Time 2.497 Data 0.001 Err 0.3024 top1 8.594 top5 1.562 | Epoch: [40][351/553] Time 2.435 Data 0.006 Err 0.3431 top1 9.375 top5 3.125 | Epoch: [40][352/553] Time 2.441 Data 0.001 Err 0.2651 top1 8.594 top5 1.562 | Epoch: [40][353/553] Time 2.466 Data 0.001 Err 0.3654 top1 9.375 top5 3.906 | Epoch: [40][354/553] Time 2.440 Data 0.001 Err 0.4747 top1 12.500 top5 2.344 | Epoch: [40][355/553] Time 2.436 Data 0.001 Err 0.2992 top1 7.812 top5 3.125 | Epoch: [40][356/553] Time 2.438 Data 0.001 Err 0.4143 top1 10.938 top5 3.906 | Epoch: [40][357/553] Time 2.442 Data 0.001 Err 0.3243 top1 8.594 top5 2.344 | Epoch: [40][358/553] Time 2.443 Data 0.001 Err 0.3847 top1 10.156 top5 3.125 | Epoch: [40][359/553] Time 2.450 Data 0.001 Err 0.3467 top1 7.812 top5 3.125 | Epoch: [40][360/553] Time 2.477 Data 0.001 Err 0.4898 top1 12.500 top5 5.469 | Epoch: [40][361/553] Time 2.448 Data 0.001 Err 0.5601 top1 14.062 top5 5.469 | Epoch: [40][362/553] Time 2.440 Data 0.001 Err 0.2612 top1 5.469 top5 3.125 | Epoch: [40][363/553] Time 2.481 Data 0.001 Err 0.2559 top1 6.250 top5 1.562 | Epoch: [40][364/553] Time 2.465 Data 0.001 Err 0.3250 top1 8.594 top5 1.562 | Epoch: [40][365/553] Time 2.445 Data 0.000 Err 0.4410 top1 10.156 top5 3.906 | Epoch: [40][366/553] Time 2.434 Data 0.001 Err 0.4410 top1 10.938 top5 3.125 | Epoch: [40][367/553] Time 2.470 Data 0.001 Err 0.3378 top1 9.375 top5 3.906 | Epoch: [40][368/553] Time 2.493 Data 0.001 Err 0.2513 top1 7.812 top5 0.781 | Epoch: [40][369/553] Time 2.437 Data 0.001 Err 0.2190 top1 7.812 top5 0.781 | Epoch: [40][370/553] Time 2.495 Data 0.004 Err 0.2988 top1 7.031 top5 2.344 | Epoch: [40][371/553] Time 2.441 Data 0.000 Err 0.2682 top1 7.031 top5 1.562 | Epoch: [40][372/553] Time 2.438 Data 0.001 Err 0.4568 top1 7.812 top5 6.250 | Epoch: [40][373/553] Time 2.480 Data 0.000 Err 0.3151 top1 9.375 top5 1.562 | Epoch: [40][374/553] Time 2.437 Data 0.001 Err 0.2259 top1 5.469 top5 0.781 | Epoch: [40][375/553] Time 2.437 Data 0.001 Err 0.2811 top1 7.031 top5 3.125 | Epoch: [40][376/553] Time 2.446 Data 0.001 Err 0.2595 top1 7.031 top5 2.344 | Epoch: [40][377/553] Time 2.507 Data 0.001 Err 0.2729 top1 7.812 top5 1.562 | Epoch: [40][378/553] Time 2.463 Data 0.001 Err 0.2702 top1 7.812 top5 1.562 | Epoch: [40][379/553] Time 2.464 Data 0.001 Err 0.2620 top1 7.812 top5 0.781 | Epoch: [40][380/553] Time 2.492 Data 0.001 Err 0.3161 top1 8.594 top5 3.906 | Epoch: [40][381/553] Time 2.433 Data 0.001 Err 0.3716 top1 8.594 top5 2.344 | Epoch: [40][382/553] Time 2.434 Data 0.001 Err 0.4205 top1 8.594 top5 2.344 | Epoch: [40][383/553] Time 2.466 Data 0.001 Err 0.4276 top1 13.281 top5 3.906 | Epoch: [40][384/553] Time 2.447 Data 0.000 Err 0.3836 top1 10.156 top5 3.125 | Epoch: [40][385/553] Time 2.467 Data 0.001 Err 0.3598 top1 10.156 top5 3.125 | Epoch: [40][386/553] Time 2.485 Data 0.001 Err 0.3868 top1 11.719 top5 1.562 | Epoch: [40][387/553] Time 2.442 Data 0.001 Err 0.3093 top1 9.375 top5 3.906 | Epoch: [40][388/553] Time 2.483 Data 0.001 Err 0.3304 top1 7.812 top5 4.688 | Epoch: [40][389/553] Time 2.471 Data 0.001 Err 0.3196 top1 9.375 top5 2.344 | Epoch: [40][390/553] Time 2.440 Data 0.001 Err 0.3281 top1 10.156 top5 2.344 | Epoch: [40][391/553] Time 2.499 Data 0.001 Err 0.4070 top1 10.156 top5 2.344 | Epoch: [40][392/553] Time 2.440 Data 0.000 Err 0.3260 top1 7.812 top5 3.906 | Epoch: [40][393/553] Time 2.486 Data 0.001 Err 0.1811 top1 5.469 top5 1.562 | Epoch: [40][394/553] Time 2.473 Data 0.000 Err 0.2130 top1 4.688 top5 1.562 | Epoch: [40][395/553] Time 2.477 Data 0.001 Err 0.2925 top1 8.594 top5 2.344 | Epoch: [40][396/553] Time 2.504 Data 0.001 Err 0.2766 top1 4.688 top5 0.781 | Epoch: [40][397/553] Time 2.492 Data 0.001 Err 0.2724 top1 7.812 top5 1.562 | Epoch: [40][398/553] Time 2.489 Data 0.001 Err 0.3197 top1 10.156 top5 0.781 | Epoch: [40][399/553] Time 2.448 Data 0.001 Err 0.4230 top1 10.938 top5 3.125 | Epoch: [40][400/553] Time 2.447 Data 0.001 Err 0.3701 top1 13.281 top5 3.125 | Epoch: [40][401/553] Time 2.436 Data 0.001 Err 0.3556 top1 9.375 top5 2.344 | Epoch: [40][402/553] Time 2.430 Data 0.001 Err 0.3799 top1 10.156 top5 2.344 | Epoch: [40][403/553] Time 2.520 Data 0.000 Err 0.3368 top1 8.594 top5 1.562 | Epoch: [40][404/553] Time 2.519 Data 0.001 Err 0.2513 top1 6.250 top5 2.344 | Epoch: [40][405/553] Time 2.435 Data 0.001 Err 0.2579 top1 7.031 top5 2.344 | Epoch: [40][406/553] Time 2.444 Data 0.001 Err 0.6218 top1 15.625 top5 6.250 | Epoch: [40][407/553] Time 2.443 Data 0.001 Err 0.2925 top1 6.250 top5 2.344 | Epoch: [40][408/553] Time 2.436 Data 0.002 Err 0.3349 top1 10.156 top5 3.125 | Epoch: [40][409/553] Time 2.436 Data 0.001 Err 0.2809 top1 8.594 top5 2.344 | Epoch: [40][410/553] Time 2.492 Data 0.001 Err 0.3977 top1 11.719 top5 1.562 | Epoch: [40][411/553] Time 2.436 Data 0.000 Err 0.4718 top1 15.625 top5 3.906 | Epoch: [40][412/553] Time 2.442 Data 0.001 Err 0.2438 top1 7.031 top5 1.562 | Epoch: [40][413/553] Time 2.436 Data 0.001 Err 0.2621 top1 3.125 top5 2.344 | Epoch: [40][414/553] Time 2.476 Data 0.001 Err 0.3404 top1 9.375 top5 3.906 | Epoch: [40][415/553] Time 2.469 Data 0.001 Err 0.4105 top1 10.156 top5 4.688 | Epoch: [40][416/553] Time 2.491 Data 0.001 Err 0.3980 top1 10.156 top5 3.906 | Epoch: [40][417/553] Time 2.484 Data 0.001 Err 0.5441 top1 14.844 top5 4.688 | Epoch: [40][418/553] Time 2.486 Data 0.001 Err 0.2795 top1 9.375 top5 0.781 | Epoch: [40][419/553] Time 2.471 Data 0.000 Err 0.2723 top1 7.031 top5 0.781 | Epoch: [40][420/553] Time 2.438 Data 0.000 Err 0.3628 top1 8.594 top5 3.125 | Epoch: [40][421/553] Time 2.439 Data 0.001 Err 0.2552 top1 6.250 top5 0.781 | Epoch: [40][422/553] Time 2.439 Data 0.000 Err 0.3819 top1 7.812 top5 2.344 | Epoch: [40][423/553] Time 2.482 Data 0.001 Err 0.2836 top1 7.031 top5 1.562 | Epoch: [40][424/553] Time 2.441 Data 0.001 Err 0.2169 top1 4.688 top5 0.781 | Epoch: [40][425/553] Time 2.446 Data 0.001 Err 0.3903 top1 12.500 top5 3.906 | Epoch: [40][426/553] Time 2.440 Data 0.001 Err 0.3362 top1 9.375 top5 1.562 | Epoch: [40][427/553] Time 2.453 Data 0.004 Err 0.3636 top1 9.375 top5 3.125 | Epoch: [40][428/553] Time 2.478 Data 0.001 Err 0.2513 top1 7.031 top5 2.344 | Epoch: [40][429/553] Time 2.448 Data 0.001 Err 0.3131 top1 7.812 top5 2.344 | Epoch: [40][430/553] Time 2.436 Data 0.000 Err 0.2161 top1 4.688 top5 3.125 | Epoch: [40][431/553] Time 2.449 Data 0.001 Err 0.3715 top1 10.938 top5 3.125 | Epoch: [40][432/553] Time 2.434 Data 0.000 Err 0.2290 top1 7.031 top5 1.562 | Epoch: [40][433/553] Time 2.483 Data 0.001 Err 0.2623 top1 8.594 top5 0.781 | Epoch: [40][434/553] Time 2.432 Data 0.001 Err 0.3025 top1 10.156 top5 0.781 | Epoch: [40][435/553] Time 2.443 Data 0.001 Err 0.2405 top1 4.688 top5 1.562 | Epoch: [40][436/553] Time 2.440 Data 0.001 Err 0.2770 top1 5.469 top5 2.344 | Epoch: [40][437/553] Time 2.480 Data 0.001 Err 0.3312 top1 10.156 top5 3.125 | Epoch: [40][438/553] Time 2.439 Data 0.001 Err 0.5435 top1 14.844 top5 5.469 | Epoch: [40][439/553] Time 2.435 Data 0.000 Err 0.2958 top1 8.594 top5 2.344 | Epoch: [40][440/553] Time 2.437 Data 0.001 Err 0.2248 top1 5.469 top5 1.562 | Epoch: [40][441/553] Time 2.439 Data 0.001 Err 0.2600 top1 7.031 top5 2.344 | Epoch: [40][442/553] Time 2.456 Data 0.001 Err 0.4176 top1 13.281 top5 4.688 | Epoch: [40][443/553] Time 2.440 Data 0.001 Err 0.4514 top1 13.281 top5 3.125 | Epoch: [40][444/553] Time 2.477 Data 0.001 Err 0.3479 top1 9.375 top5 1.562 | Epoch: [40][445/553] Time 2.448 Data 0.001 Err 0.2945 top1 7.031 top5 2.344 | Epoch: [40][446/553] Time 2.437 Data 0.003 Err 0.3950 top1 11.719 top5 3.125 | Epoch: [40][447/553] Time 2.475 Data 0.000 Err 0.4107 top1 12.500 top5 3.906 | Epoch: [40][448/553] Time 2.433 Data 0.001 Err 0.3873 top1 12.500 top5 3.125 | Epoch: [40][449/553] Time 2.437 Data 0.001 Err 0.3119 top1 9.375 top5 3.125 | Epoch: [40][450/553] Time 2.442 Data 0.001 Err 0.3761 top1 10.938 top5 3.906 | Epoch: [40][451/553] Time 2.434 Data 0.000 Err 0.3230 top1 10.156 top5 3.125 | Epoch: [40][452/553] Time 2.475 Data 0.001 Err 0.3663 top1 8.594 top5 4.688 | Epoch: [40][453/553] Time 2.431 Data 0.001 Err 0.2839 top1 7.812 top5 3.906 | Epoch: [40][454/553] Time 2.432 Data 0.001 Err 0.3436 top1 7.812 top5 0.781 | Epoch: [40][455/553] Time 2.452 Data 0.001 Err 0.1328 top1 3.125 top5 0.000 | Epoch: [40][456/553] Time 2.440 Data 0.001 Err 0.2344 top1 6.250 top5 0.781 | Epoch: [40][457/553] Time 2.474 Data 0.001 Err 0.2679 top1 7.812 top5 2.344 | Epoch: [40][458/553] Time 2.474 Data 0.001 Err 0.2254 top1 7.031 top5 0.781 | Epoch: [40][459/553] Time 2.466 Data 0.001 Err 0.3717 top1 10.938 top5 3.906 | Epoch: [40][460/553] Time 2.431 Data 0.001 Err 0.3517 top1 9.375 top5 3.125 | Epoch: [40][461/553] Time 2.441 Data 0.001 Err 0.2960 top1 7.031 top5 1.562 | Epoch: [40][462/553] Time 2.436 Data 0.001 Err 0.2994 top1 6.250 top5 2.344 | Epoch: [40][463/553] Time 2.477 Data 0.001 Err 0.4142 top1 10.156 top5 2.344 | Epoch: [40][464/553] Time 2.461 Data 0.001 Err 0.3821 top1 7.031 top5 2.344 | Epoch: [40][465/553] Time 2.441 Data 0.003 Err 0.4000 top1 11.719 top5 2.344 | Epoch: [40][466/553] Time 2.441 Data 0.001 Err 0.4086 top1 10.938 top5 2.344 | Epoch: [40][467/553] Time 2.434 Data 0.001 Err 0.3145 top1 7.812 top5 3.906 | Epoch: [40][468/553] Time 2.462 Data 0.000 Err 0.2923 top1 8.594 top5 1.562 | Epoch: [40][469/553] Time 2.443 Data 0.001 Err 0.3201 top1 7.031 top5 3.906 | Epoch: [40][470/553] Time 2.438 Data 0.001 Err 0.3922 top1 10.938 top5 1.562 | Epoch: [40][471/553] Time 2.471 Data 0.001 Err 0.4029 top1 12.500 top5 0.781 | Epoch: [40][472/553] Time 2.440 Data 0.001 Err 0.4931 top1 12.500 top5 3.125 | Epoch: [40][473/553] Time 2.435 Data 0.001 Err 0.3697 top1 7.812 top5 3.125 | Epoch: [40][474/553] Time 2.439 Data 0.001 Err 0.5447 top1 10.156 top5 6.250 | Epoch: [40][475/553] Time 2.442 Data 0.001 Err 0.3551 top1 8.594 top5 3.125 | Epoch: [40][476/553] Time 2.469 Data 0.001 Err 0.2764 top1 6.250 top5 2.344 | Epoch: [40][477/553] Time 2.449 Data 0.001 Err 0.4259 top1 10.156 top5 3.125 | Epoch: [40][478/553] Time 2.445 Data 0.001 Err 0.4731 top1 11.719 top5 4.688 | Epoch: [40][479/553] Time 2.432 Data 0.000 Err 0.3701 top1 9.375 top5 3.125 | Epoch: [40][480/553] Time 2.438 Data 0.001 Err 0.3258 top1 7.812 top5 0.000 | Epoch: [40][481/553] Time 2.447 Data 0.001 Err 0.2604 top1 9.375 top5 0.781 | Epoch: [40][482/553] Time 2.456 Data 0.001 Err 0.2746 top1 7.031 top5 3.125 | Epoch: [40][483/553] Time 2.449 Data 0.001 Err 0.3253 top1 10.156 top5 2.344 | Epoch: [40][484/553] Time 2.437 Data 0.003 Err 0.3584 top1 10.156 top5 3.906 | Epoch: [40][485/553] Time 2.438 Data 0.001 Err 0.3656 top1 7.812 top5 2.344 | Epoch: [40][486/553] Time 2.434 Data 0.001 Err 0.3116 top1 7.812 top5 3.125 | Epoch: [40][487/553] Time 2.452 Data 0.001 Err 0.2423 top1 4.688 top5 3.125 | Epoch: [40][488/553] Time 2.435 Data 0.001 Err 0.2373 top1 7.812 top5 1.562 | Epoch: [40][489/553] Time 2.443 Data 0.001 Err 0.4060 top1 13.281 top5 4.688 | Epoch: [40][490/553] Time 2.434 Data 0.001 Err 0.3207 top1 7.812 top5 3.125 | Epoch: [40][491/553] Time 2.490 Data 0.001 Err 0.2923 top1 9.375 top5 2.344 | Epoch: [40][492/553] Time 2.467 Data 0.001 Err 0.2733 top1 7.812 top5 3.906 | Epoch: [40][493/553] Time 2.458 Data 0.001 Err 0.3610 top1 10.156 top5 3.125 | Epoch: [40][494/553] Time 2.440 Data 0.001 Err 0.3192 top1 8.594 top5 0.781 | Epoch: [40][495/553] Time 2.436 Data 0.001 Err 0.3332 top1 8.594 top5 2.344 | Epoch: [40][496/553] Time 2.462 Data 0.001 Err 0.4214 top1 9.375 top5 3.125 | Epoch: [40][497/553] Time 2.437 Data 0.001 Err 0.3262 top1 10.156 top5 0.000 | Epoch: [40][498/553] Time 2.434 Data 0.000 Err 0.3369 top1 8.594 top5 3.125 | Epoch: [40][499/553] Time 2.434 Data 0.001 Err 0.3063 top1 7.812 top5 2.344 | Epoch: [40][500/553] Time 2.484 Data 0.001 Err 0.2661 top1 7.812 top5 1.562 | Epoch: [40][501/553] Time 2.444 Data 0.001 Err 0.3895 top1 10.156 top5 1.562 | Epoch: [40][502/553] Time 2.442 Data 0.001 Err 0.3030 top1 7.812 top5 1.562 | Epoch: [40][503/553] Time 2.445 Data 0.004 Err 0.2150 top1 8.594 top5 0.781 | Epoch: [40][504/553] Time 2.436 Data 0.001 Err 0.3574 top1 11.719 top5 3.125 | Epoch: [40][505/553] Time 2.437 Data 0.001 Err 0.4120 top1 13.281 top5 2.344 | Epoch: [40][506/553] Time 2.436 Data 0.000 Err 0.2405 top1 7.031 top5 0.781 | Epoch: [40][507/553] Time 2.519 Data 0.001 Err 0.2255 top1 7.031 top5 1.562 | Epoch: [40][508/553] Time 2.434 Data 0.000 Err 0.3504 top1 10.156 top5 1.562 | Epoch: [40][509/553] Time 2.457 Data 0.001 Err 0.4696 top1 12.500 top5 3.125 | Epoch: [40][510/553] Time 2.436 Data 0.001 Err 0.2842 top1 7.031 top5 1.562 | Epoch: [40][511/553] Time 2.441 Data 0.001 Err 0.3656 top1 10.156 top5 3.125 | Epoch: [40][512/553] Time 2.442 Data 0.001 Err 0.1873 top1 6.250 top5 1.562 | Epoch: [40][513/553] Time 2.444 Data 0.001 Err 0.3636 top1 8.594 top5 2.344 | Epoch: [40][514/553] Time 2.442 Data 0.001 Err 0.1991 top1 3.906 top5 1.562 | Epoch: [40][515/553] Time 2.435 Data 0.001 Err 0.4188 top1 10.156 top5 3.125 | Epoch: [40][516/553] Time 2.474 Data 0.001 Err 0.2966 top1 7.031 top5 0.781 | Epoch: [40][517/553] Time 2.476 Data 0.001 Err 0.3539 top1 9.375 top5 4.688 | Epoch: [40][518/553] Time 2.436 Data 0.001 Err 0.3989 top1 10.938 top5 3.125 | Epoch: [40][519/553] Time 2.484 Data 0.001 Err 0.2841 top1 6.250 top5 2.344 | Epoch: [40][520/553] Time 2.505 Data 0.001 Err 0.3903 top1 8.594 top5 3.125 | Epoch: [40][521/553] Time 2.503 Data 0.001 Err 0.2846 top1 9.375 top5 0.781 | Epoch: [40][522/553] Time 2.445 Data 0.004 Err 0.3309 top1 7.031 top5 1.562 | Epoch: [40][523/553] Time 2.434 Data 0.001 Err 0.2717 top1 6.250 top5 1.562 | Epoch: [40][524/553] Time 2.482 Data 0.001 Err 0.1408 top1 3.125 top5 0.000 | Epoch: [40][525/553] Time 2.432 Data 0.001 Err 0.2966 top1 8.594 top5 2.344 | Epoch: [40][526/553] Time 2.440 Data 0.001 Err 0.4865 top1 11.719 top5 6.250 | Epoch: [40][527/553] Time 2.482 Data 0.001 Err 0.5339 top1 11.719 top5 5.469 | Epoch: [40][528/553] Time 2.442 Data 0.001 Err 0.3498 top1 8.594 top5 3.125 | Epoch: [40][529/553] Time 2.442 Data 0.001 Err 0.3438 top1 7.812 top5 0.781 | Epoch: [40][530/553] Time 2.478 Data 0.001 Err 0.5051 top1 13.281 top5 3.906 | Epoch: [40][531/553] Time 2.493 Data 0.001 Err 0.4192 top1 11.719 top5 4.688 | Epoch: [40][532/553] Time 2.449 Data 0.001 Err 0.2477 top1 4.688 top5 2.344 | Epoch: [40][533/553] Time 2.444 Data 0.001 Err 0.2630 top1 7.031 top5 0.000 | Epoch: [40][534/553] Time 2.442 Data 0.001 Err 0.3721 top1 9.375 top5 3.125 | Epoch: [40][535/553] Time 2.448 Data 0.001 Err 0.3524 top1 9.375 top5 2.344 | Epoch: [40][536/553] Time 2.465 Data 0.001 Err 0.2734 top1 7.031 top5 2.344 | Epoch: [40][537/553] Time 2.431 Data 0.001 Err 0.4442 top1 12.500 top5 3.125 | Epoch: [40][538/553] Time 2.475 Data 0.001 Err 0.3964 top1 12.500 top5 2.344 | Epoch: [40][539/553] Time 2.475 Data 0.001 Err 0.5650 top1 12.500 top5 7.031 | Epoch: [40][540/553] Time 2.447 Data 0.001 Err 0.3260 top1 7.031 top5 3.125 | Epoch: [40][541/553] Time 2.440 Data 0.002 Err 0.3656 top1 7.812 top5 3.125 | Epoch: [40][542/553] Time 2.435 Data 0.001 Err 0.3807 top1 10.938 top5 3.906 | Epoch: [40][543/553] Time 2.456 Data 0.000 Err 0.4495 top1 12.500 top5 4.688 | Epoch: [40][544/553] Time 2.443 Data 0.000 Err 0.4579 top1 12.500 top5 5.469 | Epoch: [40][545/553] Time 2.521 Data 0.000 Err 0.3028 top1 7.812 top5 0.781 | Epoch: [40][546/553] Time 2.443 Data 0.000 Err 0.3961 top1 11.719 top5 4.688 | Epoch: [40][547/553] Time 2.442 Data 0.000 Err 0.4698 top1 13.281 top5 4.688 | Epoch: [40][548/553] Time 2.434 Data 0.000 Err 0.3711 top1 9.375 top5 2.344 | Epoch: [40][549/553] Time 2.440 Data 0.000 Err 0.5178 top1 10.938 top5 5.469 | Epoch: [40][550/553] Time 2.439 Data 0.000 Err 0.2755 top1 7.812 top5 0.781 | Epoch: [40][551/553] Time 2.436 Data 0.000 Err 0.4068 top1 11.719 top5 3.125 | Epoch: [40][552/553] Time 2.444 Data 0.000 Err 0.4277 top1 10.938 top5 4.688 | Epoch: [40][553/553] Time 1.027 Data 0.000 Err 0.4218 top1 11.364 top5 4.545 | Test: [40][1/198] Time 2.587 Data 1.868 top1 12.500 ( 12.500) top5 2.344 ( 2.344) | Test: [40][2/198] Time 0.715 Data 0.001 top1 14.062 ( 13.281) top5 3.125 ( 2.734) | Test: [40][3/198] Time 0.718 Data 0.000 top1 14.062 ( 13.542) top5 1.562 ( 2.344) | Test: [40][4/198] Time 0.723 Data 0.001 top1 11.719 ( 13.086) top5 1.562 ( 2.148) | Test: [40][5/198] Time 0.718 Data 0.001 top1 10.938 ( 12.656) top5 3.125 ( 2.344) | Test: [40][6/198] Time 0.724 Data 0.001 top1 13.281 ( 12.760) top5 2.344 ( 2.344) | Test: [40][7/198] Time 0.722 Data 0.001 top1 11.719 ( 12.612) top5 2.344 ( 2.344) | Test: [40][8/198] Time 0.718 Data 0.001 top1 7.031 ( 11.914) top5 1.562 ( 2.246) | Test: [40][9/198] Time 0.714 Data 0.001 top1 14.844 ( 12.240) top5 2.344 ( 2.257) | Test: [40][10/198] Time 0.717 Data 0.001 top1 14.062 ( 12.422) top5 2.344 ( 2.266) | Test: [40][11/198] Time 0.716 Data 0.001 top1 11.719 ( 12.358) top5 2.344 ( 2.273) | Test: [40][12/198] Time 0.711 Data 0.001 top1 14.844 ( 12.565) top5 4.688 ( 2.474) | Test: [40][13/198] Time 0.716 Data 0.001 top1 10.156 ( 12.380) top5 1.562 ( 2.404) | Test: [40][14/198] Time 0.714 Data 0.001 top1 15.625 ( 12.612) top5 2.344 ( 2.400) | Test: [40][15/198] Time 0.714 Data 0.001 top1 18.750 ( 13.021) top5 1.562 ( 2.344) | Test: [40][16/198] Time 0.721 Data 0.001 top1 11.719 ( 12.939) top5 2.344 ( 2.344) | Test: [40][17/198] Time 0.718 Data 0.001 top1 15.625 ( 13.097) top5 3.125 ( 2.390) | Test: [40][18/198] Time 0.718 Data 0.001 top1 10.156 ( 12.934) top5 2.344 ( 2.387) | Test: [40][19/198] Time 0.713 Data 0.001 top1 11.719 ( 12.870) top5 1.562 ( 2.344) | Test: [40][20/198] Time 0.719 Data 0.001 top1 11.719 ( 12.812) top5 4.688 ( 2.461) | Test: [40][21/198] Time 0.719 Data 0.001 top1 14.844 ( 12.909) top5 4.688 ( 2.567) | Test: [40][22/198] Time 0.717 Data 0.001 top1 10.938 ( 12.820) top5 1.562 ( 2.521) | Test: [40][23/198] Time 0.720 Data 0.001 top1 10.156 ( 12.704) top5 1.562 ( 2.480) | Test: [40][24/198] Time 0.716 Data 0.001 top1 18.750 ( 12.956) top5 2.344 ( 2.474) | Test: [40][25/198] Time 0.720 Data 0.001 top1 16.406 ( 13.094) top5 2.344 ( 2.469) | Test: [40][26/198] Time 0.718 Data 0.001 top1 10.938 ( 13.011) top5 2.344 ( 2.464) | Test: [40][27/198] Time 0.718 Data 0.001 top1 8.594 ( 12.847) top5 1.562 ( 2.431) | Test: [40][28/198] Time 0.722 Data 0.001 top1 7.812 ( 12.667) top5 0.781 ( 2.372) | Test: [40][29/198] Time 0.720 Data 0.001 top1 11.719 ( 12.635) top5 0.000 ( 2.290) | Test: [40][30/198] Time 0.719 Data 0.001 top1 8.594 ( 12.500) top5 0.781 ( 2.240) | Test: [40][31/198] Time 0.714 Data 0.001 top1 14.062 ( 12.550) top5 3.906 ( 2.293) | Test: [40][32/198] Time 0.725 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 2.295) | Test: [40][33/198] Time 0.720 Data 0.001 top1 14.062 ( 12.547) top5 3.125 ( 2.320) | Test: [40][34/198] Time 0.719 Data 0.001 top1 11.719 ( 12.523) top5 3.125 ( 2.344) | Test: [40][35/198] Time 0.719 Data 0.001 top1 15.625 ( 12.612) top5 1.562 ( 2.321) | Test: [40][36/198] Time 0.714 Data 0.001 top1 14.844 ( 12.674) top5 3.125 ( 2.344) | Test: [40][37/198] Time 0.717 Data 0.001 top1 12.500 ( 12.669) top5 2.344 ( 2.344) | Test: [40][38/198] Time 0.716 Data 0.001 top1 11.719 ( 12.644) top5 1.562 ( 2.323) | Test: [40][39/198] Time 0.720 Data 0.001 top1 15.625 ( 12.720) top5 4.688 ( 2.384) | Test: [40][40/198] Time 0.714 Data 0.001 top1 10.156 ( 12.656) top5 2.344 ( 2.383) | Test: [40][41/198] Time 0.714 Data 0.001 top1 12.500 ( 12.652) top5 2.344 ( 2.382) | Test: [40][42/198] Time 0.713 Data 0.001 top1 14.062 ( 12.686) top5 3.125 ( 2.400) | Test: [40][43/198] Time 0.721 Data 0.001 top1 15.625 ( 12.754) top5 1.562 ( 2.380) | Test: [40][44/198] Time 0.731 Data 0.001 top1 10.938 ( 12.713) top5 2.344 ( 2.379) | Test: [40][45/198] Time 0.718 Data 0.001 top1 11.719 ( 12.691) top5 2.344 ( 2.378) | Test: [40][46/198] Time 0.710 Data 0.001 top1 14.844 ( 12.738) top5 3.906 ( 2.412) | Test: [40][47/198] Time 0.718 Data 0.001 top1 8.594 ( 12.650) top5 2.344 ( 2.410) | Test: [40][48/198] Time 0.712 Data 0.001 top1 14.062 ( 12.679) top5 1.562 ( 2.393) | Test: [40][49/198] Time 0.717 Data 0.001 top1 11.719 ( 12.659) top5 1.562 ( 2.376) | Test: [40][50/198] Time 0.715 Data 0.001 top1 8.594 ( 12.578) top5 0.000 ( 2.328) | Test: [40][51/198] Time 0.714 Data 0.001 top1 9.375 ( 12.515) top5 0.000 ( 2.282) | Test: [40][52/198] Time 0.715 Data 0.001 top1 13.281 ( 12.530) top5 4.688 ( 2.329) | Test: [40][53/198] Time 0.718 Data 0.001 top1 13.281 ( 12.544) top5 0.781 ( 2.300) | Test: [40][54/198] Time 0.718 Data 0.001 top1 18.750 ( 12.659) top5 3.125 ( 2.315) | Test: [40][55/198] Time 0.718 Data 0.001 top1 14.062 ( 12.685) top5 0.000 ( 2.273) | Test: [40][56/198] Time 0.725 Data 0.001 top1 7.031 ( 12.584) top5 0.000 ( 2.232) | Test: [40][57/198] Time 0.728 Data 0.001 top1 10.156 ( 12.541) top5 1.562 ( 2.220) | Test: [40][58/198] Time 0.720 Data 0.001 top1 12.500 ( 12.540) top5 1.562 ( 2.209) | Test: [40][59/198] Time 0.728 Data 0.001 top1 10.938 ( 12.513) top5 0.781 ( 2.185) | Test: [40][60/198] Time 0.773 Data 0.001 top1 15.625 ( 12.565) top5 3.906 ( 2.214) | Test: [40][61/198] Time 0.718 Data 0.001 top1 10.938 ( 12.538) top5 3.906 ( 2.241) | Test: [40][62/198] Time 0.712 Data 0.001 top1 14.844 ( 12.576) top5 0.000 ( 2.205) | Test: [40][63/198] Time 0.717 Data 0.001 top1 10.156 ( 12.537) top5 0.000 ( 2.170) | Test: [40][64/198] Time 0.717 Data 0.001 top1 10.938 ( 12.512) top5 2.344 ( 2.173) | Test: [40][65/198] Time 0.716 Data 0.001 top1 9.375 ( 12.464) top5 3.125 ( 2.188) | Test: [40][66/198] Time 0.718 Data 0.001 top1 7.031 ( 12.382) top5 0.781 ( 2.166) | Test: [40][67/198] Time 0.718 Data 0.001 top1 14.844 ( 12.418) top5 5.469 ( 2.215) | Test: [40][68/198] Time 0.714 Data 0.001 top1 7.031 ( 12.339) top5 0.000 ( 2.183) | Test: [40][69/198] Time 0.719 Data 0.001 top1 12.500 ( 12.341) top5 3.125 ( 2.197) | Test: [40][70/198] Time 0.712 Data 0.001 top1 7.812 ( 12.277) top5 1.562 ( 2.188) | Test: [40][71/198] Time 0.727 Data 0.001 top1 11.719 ( 12.269) top5 2.344 ( 2.190) | Test: [40][72/198] Time 0.721 Data 0.002 top1 15.625 ( 12.316) top5 5.469 ( 2.235) | Test: [40][73/198] Time 0.715 Data 0.001 top1 11.719 ( 12.307) top5 2.344 ( 2.237) | Test: [40][74/198] Time 0.712 Data 0.001 top1 7.031 ( 12.236) top5 2.344 ( 2.238) | Test: [40][75/198] Time 0.712 Data 0.001 top1 10.156 ( 12.208) top5 4.688 ( 2.271) | Test: [40][76/198] Time 0.718 Data 0.001 top1 14.062 ( 12.233) top5 2.344 ( 2.272) | Test: [40][77/198] Time 0.716 Data 0.001 top1 14.844 ( 12.267) top5 4.688 ( 2.303) | Test: [40][78/198] Time 0.724 Data 0.001 top1 12.500 ( 12.270) top5 2.344 ( 2.304) | Test: [40][79/198] Time 0.714 Data 0.001 top1 11.719 ( 12.263) top5 1.562 ( 2.294) | Test: [40][80/198] Time 0.730 Data 0.001 top1 13.281 ( 12.275) top5 1.562 ( 2.285) | Test: [40][81/198] Time 0.725 Data 0.004 top1 7.031 ( 12.211) top5 0.781 ( 2.267) | Test: [40][82/198] Time 0.736 Data 0.003 top1 14.844 ( 12.243) top5 2.344 ( 2.268) | Test: [40][83/198] Time 0.729 Data 0.001 top1 14.062 ( 12.265) top5 1.562 ( 2.259) | Test: [40][84/198] Time 0.727 Data 0.001 top1 15.625 ( 12.305) top5 3.906 ( 2.279) | Test: [40][85/198] Time 0.731 Data 0.001 top1 11.719 ( 12.298) top5 1.562 ( 2.270) | Test: [40][86/198] Time 0.721 Data 0.001 top1 14.062 ( 12.318) top5 4.688 ( 2.298) | Test: [40][87/198] Time 0.730 Data 0.001 top1 8.594 ( 12.276) top5 0.781 ( 2.281) | Test: [40][88/198] Time 0.728 Data 0.005 top1 16.406 ( 12.322) top5 3.906 ( 2.299) | Test: [40][89/198] Time 0.728 Data 0.001 top1 13.281 ( 12.333) top5 3.125 ( 2.309) | Test: [40][90/198] Time 0.729 Data 0.005 top1 13.281 ( 12.344) top5 4.688 ( 2.335) | Test: [40][91/198] Time 0.721 Data 0.000 top1 8.594 ( 12.303) top5 2.344 ( 2.335) | Test: [40][92/198] Time 0.717 Data 0.001 top1 10.156 ( 12.279) top5 1.562 ( 2.327) | Test: [40][93/198] Time 0.717 Data 0.001 top1 10.938 ( 12.265) top5 0.000 ( 2.302) | Test: [40][94/198] Time 0.713 Data 0.001 top1 10.156 ( 12.242) top5 2.344 ( 2.302) | Test: [40][95/198] Time 0.713 Data 0.001 top1 14.844 ( 12.270) top5 5.469 ( 2.336) | Test: [40][96/198] Time 0.715 Data 0.001 top1 11.719 ( 12.264) top5 3.906 ( 2.352) | Test: [40][97/198] Time 0.718 Data 0.001 top1 17.188 ( 12.315) top5 2.344 ( 2.352) | Test: [40][98/198] Time 0.712 Data 0.001 top1 8.594 ( 12.277) top5 0.781 ( 2.336) | Test: [40][99/198] Time 0.719 Data 0.001 top1 13.281 ( 12.287) top5 1.562 ( 2.328) | Test: [40][100/198] Time 0.718 Data 0.001 top1 14.062 ( 12.305) top5 4.688 ( 2.352) | Test: [40][101/198] Time 0.718 Data 0.001 top1 10.938 ( 12.291) top5 0.000 ( 2.328) | Test: [40][102/198] Time 0.724 Data 0.001 top1 12.500 ( 12.293) top5 0.781 ( 2.313) | Test: [40][103/198] Time 0.724 Data 0.001 top1 17.969 ( 12.348) top5 2.344 ( 2.313) | Test: [40][104/198] Time 0.734 Data 0.001 top1 14.844 ( 12.372) top5 3.906 ( 2.329) | Test: [40][105/198] Time 0.732 Data 0.001 top1 13.281 ( 12.381) top5 3.125 ( 2.336) | Test: [40][106/198] Time 0.734 Data 0.001 top1 14.844 ( 12.404) top5 0.781 ( 2.322) | Test: [40][107/198] Time 0.736 Data 0.001 top1 15.625 ( 12.434) top5 2.344 ( 2.322) | Test: [40][108/198] Time 0.712 Data 0.001 top1 11.719 ( 12.428) top5 1.562 ( 2.315) | Test: [40][109/198] Time 0.727 Data 0.001 top1 17.969 ( 12.478) top5 0.781 ( 2.301) | Test: [40][110/198] Time 0.731 Data 0.001 top1 10.156 ( 12.457) top5 0.781 ( 2.287) | Test: [40][111/198] Time 0.715 Data 0.001 top1 10.938 ( 12.444) top5 3.125 ( 2.294) | Test: [40][112/198] Time 0.716 Data 0.001 top1 16.406 ( 12.479) top5 3.125 ( 2.302) | Test: [40][113/198] Time 0.718 Data 0.001 top1 15.625 ( 12.507) top5 6.250 ( 2.337) | Test: [40][114/198] Time 0.718 Data 0.001 top1 11.719 ( 12.500) top5 3.125 ( 2.344) | Test: [40][115/198] Time 0.728 Data 0.001 top1 14.062 ( 12.514) top5 0.781 ( 2.330) | Test: [40][116/198] Time 0.740 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 2.330) | Test: [40][117/198] Time 0.732 Data 0.005 top1 17.188 ( 12.540) top5 2.344 ( 2.330) | Test: [40][118/198] Time 0.718 Data 0.001 top1 10.938 ( 12.526) top5 3.906 ( 2.344) | Test: [40][119/198] Time 0.716 Data 0.001 top1 6.250 ( 12.474) top5 1.562 ( 2.337) | Test: [40][120/198] Time 0.714 Data 0.001 top1 16.406 ( 12.507) top5 3.125 ( 2.344) | Test: [40][121/198] Time 0.713 Data 0.001 top1 14.062 ( 12.519) top5 1.562 ( 2.337) | Test: [40][122/198] Time 0.712 Data 0.001 top1 14.062 ( 12.532) top5 2.344 ( 2.337) | Test: [40][123/198] Time 0.720 Data 0.001 top1 9.375 ( 12.506) top5 3.125 ( 2.344) | Test: [40][124/198] Time 0.717 Data 0.001 top1 12.500 ( 12.506) top5 3.906 ( 2.356) | Test: [40][125/198] Time 0.716 Data 0.001 top1 14.062 ( 12.519) top5 3.125 ( 2.362) | Test: [40][126/198] Time 0.713 Data 0.001 top1 13.281 ( 12.525) top5 3.125 ( 2.369) | Test: [40][127/198] Time 0.717 Data 0.001 top1 7.812 ( 12.488) top5 2.344 ( 2.368) | Test: [40][128/198] Time 0.718 Data 0.001 top1 10.938 ( 12.476) top5 1.562 ( 2.362) | Test: [40][129/198] Time 0.711 Data 0.001 top1 15.625 ( 12.500) top5 3.125 ( 2.368) | Test: [40][130/198] Time 0.724 Data 0.001 top1 11.719 ( 12.494) top5 2.344 ( 2.368) | Test: [40][131/198] Time 0.727 Data 0.001 top1 12.500 ( 12.494) top5 3.906 ( 2.380) | Test: [40][132/198] Time 0.728 Data 0.001 top1 12.500 ( 12.494) top5 2.344 ( 2.379) | Test: [40][133/198] Time 0.727 Data 0.001 top1 10.156 ( 12.477) top5 0.781 ( 2.367) | Test: [40][134/198] Time 0.723 Data 0.001 top1 12.500 ( 12.477) top5 3.125 ( 2.373) | Test: [40][135/198] Time 0.732 Data 0.001 top1 14.844 ( 12.494) top5 3.906 ( 2.384) | Test: [40][136/198] Time 0.732 Data 0.001 top1 8.594 ( 12.466) top5 3.125 ( 2.390) | Test: [40][137/198] Time 0.735 Data 0.001 top1 11.719 ( 12.460) top5 3.906 ( 2.401) | Test: [40][138/198] Time 0.725 Data 0.001 top1 14.844 ( 12.477) top5 3.125 ( 2.406) | Test: [40][139/198] Time 0.722 Data 0.003 top1 11.719 ( 12.472) top5 2.344 ( 2.406) | Test: [40][140/198] Time 0.713 Data 0.001 top1 11.719 ( 12.467) top5 3.125 ( 2.411) | Test: [40][141/198] Time 0.719 Data 0.001 top1 10.156 ( 12.450) top5 1.562 ( 2.405) | Test: [40][142/198] Time 0.724 Data 0.001 top1 11.719 ( 12.445) top5 5.469 ( 2.426) | Test: [40][143/198] Time 0.716 Data 0.001 top1 21.094 ( 12.505) top5 3.125 ( 2.431) | Test: [40][144/198] Time 0.722 Data 0.001 top1 7.031 ( 12.467) top5 0.781 ( 2.420) | Test: [40][145/198] Time 0.723 Data 0.003 top1 14.062 ( 12.478) top5 3.906 ( 2.430) | Test: [40][146/198] Time 0.724 Data 0.004 top1 14.062 ( 12.489) top5 2.344 ( 2.429) | Test: [40][147/198] Time 0.722 Data 0.001 top1 12.500 ( 12.489) top5 0.000 ( 2.413) | Test: [40][148/198] Time 0.718 Data 0.001 top1 9.375 ( 12.468) top5 2.344 ( 2.412) | Test: [40][149/198] Time 0.720 Data 0.001 top1 17.188 ( 12.500) top5 4.688 ( 2.428) | Test: [40][150/198] Time 0.716 Data 0.001 top1 9.375 ( 12.479) top5 3.906 ( 2.438) | Test: [40][151/198] Time 0.716 Data 0.001 top1 14.062 ( 12.490) top5 4.688 ( 2.452) | Test: [40][152/198] Time 0.713 Data 0.001 top1 10.938 ( 12.479) top5 1.562 ( 2.447) | Test: [40][153/198] Time 0.721 Data 0.001 top1 17.969 ( 12.515) top5 3.906 ( 2.456) | Test: [40][154/198] Time 0.715 Data 0.001 top1 13.281 ( 12.520) top5 2.344 ( 2.455) | Test: [40][155/198] Time 0.716 Data 0.001 top1 10.156 ( 12.505) top5 2.344 ( 2.455) | Test: [40][156/198] Time 0.722 Data 0.001 top1 11.719 ( 12.500) top5 1.562 ( 2.449) | Test: [40][157/198] Time 0.718 Data 0.001 top1 17.188 ( 12.530) top5 2.344 ( 2.448) | Test: [40][158/198] Time 0.727 Data 0.001 top1 9.375 ( 12.510) top5 2.344 ( 2.448) | Test: [40][159/198] Time 0.717 Data 0.001 top1 10.938 ( 12.500) top5 4.688 ( 2.462) | Test: [40][160/198] Time 0.714 Data 0.001 top1 13.281 ( 12.505) top5 1.562 ( 2.456) | Test: [40][161/198] Time 0.714 Data 0.001 top1 14.062 ( 12.515) top5 3.125 ( 2.460) | Test: [40][162/198] Time 0.711 Data 0.001 top1 15.625 ( 12.534) top5 0.000 ( 2.445) | Test: [40][163/198] Time 0.712 Data 0.001 top1 10.156 ( 12.519) top5 2.344 ( 2.444) | Test: [40][164/198] Time 0.718 Data 0.001 top1 10.938 ( 12.510) top5 1.562 ( 2.439) | Test: [40][165/198] Time 0.710 Data 0.001 top1 17.969 ( 12.543) top5 3.906 ( 2.448) | Test: [40][166/198] Time 0.726 Data 0.001 top1 12.500 ( 12.542) top5 3.906 ( 2.457) | Test: [40][167/198] Time 0.720 Data 0.001 top1 13.281 ( 12.547) top5 1.562 ( 2.451) | Test: [40][168/198] Time 0.715 Data 0.001 top1 17.188 ( 12.574) top5 2.344 ( 2.451) | Test: [40][169/198] Time 0.714 Data 0.001 top1 19.531 ( 12.616) top5 3.125 ( 2.455) | Test: [40][170/198] Time 0.724 Data 0.001 top1 13.281 ( 12.619) top5 3.906 ( 2.463) | Test: [40][171/198] Time 0.727 Data 0.001 top1 9.375 ( 12.601) top5 2.344 ( 2.463) | Test: [40][172/198] Time 0.725 Data 0.001 top1 10.156 ( 12.586) top5 1.562 ( 2.457) | Test: [40][173/198] Time 0.759 Data 0.007 top1 14.844 ( 12.599) top5 2.344 ( 2.457) | Test: [40][174/198] Time 0.718 Data 0.001 top1 14.062 ( 12.608) top5 1.562 ( 2.452) | Test: [40][175/198] Time 0.732 Data 0.001 top1 10.938 ( 12.598) top5 1.562 ( 2.446) | Test: [40][176/198] Time 0.712 Data 0.001 top1 11.719 ( 12.593) top5 1.562 ( 2.441) | Test: [40][177/198] Time 0.718 Data 0.001 top1 17.188 ( 12.619) top5 0.781 ( 2.432) | Test: [40][178/198] Time 0.720 Data 0.001 top1 10.938 ( 12.610) top5 3.125 ( 2.436) | Test: [40][179/198] Time 0.712 Data 0.001 top1 9.375 ( 12.592) top5 1.562 ( 2.431) | Test: [40][180/198] Time 0.716 Data 0.001 top1 10.938 ( 12.582) top5 2.344 ( 2.431) | Test: [40][181/198] Time 0.714 Data 0.001 top1 16.406 ( 12.604) top5 3.125 ( 2.434) | Test: [40][182/198] Time 0.720 Data 0.001 top1 8.594 ( 12.582) top5 1.562 ( 2.430) | Test: [40][183/198] Time 0.718 Data 0.001 top1 14.062 ( 12.590) top5 3.906 ( 2.438) | Test: [40][184/198] Time 0.714 Data 0.001 top1 14.844 ( 12.602) top5 2.344 ( 2.437) | Test: [40][185/198] Time 0.714 Data 0.001 top1 14.844 ( 12.614) top5 3.906 ( 2.445) | Test: [40][186/198] Time 0.709 Data 0.001 top1 7.812 ( 12.588) top5 1.562 ( 2.440) | Test: [40][187/198] Time 0.711 Data 0.001 top1 12.500 ( 12.588) top5 0.000 ( 2.427) | Test: [40][188/198] Time 0.717 Data 0.000 top1 11.719 ( 12.583) top5 0.781 ( 2.419) | Test: [40][189/198] Time 0.715 Data 0.000 top1 12.500 ( 12.583) top5 3.125 ( 2.422) | Test: [40][190/198] Time 0.718 Data 0.000 top1 14.062 ( 12.590) top5 5.469 ( 2.438) | Test: [40][191/198] Time 0.714 Data 0.000 top1 12.500 ( 12.590) top5 2.344 ( 2.438) | Test: [40][192/198] Time 0.727 Data 0.003 top1 14.844 ( 12.602) top5 4.688 ( 2.450) | Test: [40][193/198] Time 0.722 Data 0.000 top1 13.281 ( 12.605) top5 1.562 ( 2.445) | Test: [40][194/198] Time 0.726 Data 0.000 top1 9.375 ( 12.589) top5 0.781 ( 2.436) | Test: [40][195/198] Time 0.727 Data 0.000 top1 12.500 ( 12.588) top5 3.125 ( 2.440) | Test: [40][196/198] Time 0.257 Data 0.000 top1 0.000 ( 12.524) top5 0.000 ( 2.427) | Test: [40][197/198] Time 0.719 Data 0.000 top1 10.156 ( 12.512) top5 2.344 ( 2.427) | Test: [40][198/198] Time 0.724 Data 0.000 top1 7.812 ( 12.488) top5 0.000 ( 2.415) * Finished epoch # 40 top1: 12.488 top5: 2.415 Epoch 41 => Training epoch # 41 | Epoch: [41][1/553] Time 4.847 Data 2.343 Err 0.2798 top1 7.812 top5 2.344 | Epoch: [41][2/553] Time 2.434 Data 0.002 Err 0.3615 top1 10.938 top5 2.344 | Epoch: [41][3/553] Time 2.436 Data 0.001 Err 0.2357 top1 5.469 top5 0.781 | Epoch: [41][4/553] Time 2.426 Data 0.001 Err 0.4329 top1 13.281 top5 3.906 | Epoch: [41][5/553] Time 2.472 Data 0.001 Err 0.2593 top1 7.812 top5 1.562 | Epoch: [41][6/553] Time 2.431 Data 0.000 Err 0.3552 top1 10.938 top5 3.125 | Epoch: [41][7/553] Time 2.442 Data 0.001 Err 0.6003 top1 15.625 top5 6.250 | Epoch: [41][8/553] Time 2.436 Data 0.001 Err 0.3923 top1 9.375 top5 3.906 | Epoch: [41][9/553] Time 2.472 Data 0.001 Err 0.1857 top1 6.250 top5 0.781 | Epoch: [41][10/553] Time 2.435 Data 0.001 Err 0.2921 top1 6.250 top5 2.344 | Epoch: [41][11/553] Time 2.435 Data 0.001 Err 0.1826 top1 3.125 top5 0.781 | Epoch: [41][12/553] Time 2.510 Data 0.001 Err 0.1644 top1 4.688 top5 0.000 | Epoch: [41][13/553] Time 2.431 Data 0.001 Err 0.2160 top1 6.250 top5 1.562 | Epoch: [41][14/553] Time 2.437 Data 0.001 Err 0.2155 top1 4.688 top5 1.562 | Epoch: [41][15/553] Time 2.439 Data 0.001 Err 0.3658 top1 10.938 top5 4.688 | Epoch: [41][16/553] Time 2.468 Data 0.001 Err 0.2263 top1 8.594 top5 0.000 | Epoch: [41][17/553] Time 2.434 Data 0.001 Err 0.5762 top1 15.625 top5 3.906 | Epoch: [41][18/553] Time 2.483 Data 0.001 Err 0.4568 top1 13.281 top5 3.906 | Epoch: [41][19/553] Time 2.438 Data 0.001 Err 0.4303 top1 11.719 top5 5.469 | Epoch: [41][20/553] Time 2.432 Data 0.001 Err 0.1994 top1 6.250 top5 1.562 | Epoch: [41][21/553] Time 2.437 Data 0.001 Err 0.2683 top1 6.250 top5 2.344 | Epoch: [41][22/553] Time 2.436 Data 0.001 Err 0.4290 top1 11.719 top5 3.125 | Epoch: [41][23/553] Time 2.445 Data 0.001 Err 0.2622 top1 7.812 top5 1.562 | Epoch: [41][24/553] Time 2.441 Data 0.001 Err 0.2962 top1 8.594 top5 1.562 | Epoch: [41][25/553] Time 2.471 Data 0.000 Err 0.4971 top1 13.281 top5 3.906 | Epoch: [41][26/553] Time 2.439 Data 0.001 Err 0.2584 top1 7.031 top5 0.000 | Epoch: [41][27/553] Time 2.439 Data 0.001 Err 0.2608 top1 7.031 top5 0.781 | Epoch: [41][28/553] Time 2.437 Data 0.001 Err 0.3337 top1 6.250 top5 3.125 | Epoch: [41][29/553] Time 2.439 Data 0.001 Err 0.3345 top1 9.375 top5 1.562 | Epoch: [41][30/553] Time 2.473 Data 0.001 Err 0.4381 top1 12.500 top5 3.125 | Epoch: [41][31/553] Time 2.436 Data 0.001 Err 0.2551 top1 6.250 top5 0.781 | Epoch: [41][32/553] Time 2.435 Data 0.001 Err 0.3417 top1 7.031 top5 3.125 | Epoch: [41][33/553] Time 2.436 Data 0.001 Err 0.3547 top1 7.812 top5 1.562 | Epoch: [41][34/553] Time 2.440 Data 0.000 Err 0.3879 top1 10.156 top5 3.125 | Epoch: [41][35/553] Time 2.446 Data 0.001 Err 0.3300 top1 9.375 top5 3.125 | Epoch: [41][36/553] Time 2.435 Data 0.001 Err 0.1392 top1 3.125 top5 0.000 | Epoch: [41][37/553] Time 2.445 Data 0.001 Err 0.4121 top1 12.500 top5 3.125 | Epoch: [41][38/553] Time 2.467 Data 0.001 Err 0.3341 top1 7.031 top5 3.906 | Epoch: [41][39/553] Time 2.477 Data 0.001 Err 0.6096 top1 15.625 top5 7.812 | Epoch: [41][40/553] Time 2.435 Data 0.001 Err 0.3936 top1 10.156 top5 2.344 | Epoch: [41][41/553] Time 2.439 Data 0.001 Err 0.3779 top1 7.812 top5 3.906 | Epoch: [41][42/553] Time 2.441 Data 0.000 Err 0.3472 top1 9.375 top5 1.562 | Epoch: [41][43/553] Time 2.446 Data 0.001 Err 0.3112 top1 7.812 top5 2.344 | Epoch: [41][44/553] Time 2.462 Data 0.001 Err 0.2353 top1 7.812 top5 1.562 | Epoch: [41][45/553] Time 2.471 Data 0.001 Err 0.3737 top1 10.156 top5 4.688 | Epoch: [41][46/553] Time 2.505 Data 0.001 Err 0.3933 top1 10.938 top5 1.562 | Epoch: [41][47/553] Time 2.452 Data 0.001 Err 0.4416 top1 10.938 top5 3.125 | Epoch: [41][48/553] Time 2.491 Data 0.001 Err 0.3465 top1 10.156 top5 3.125 | Epoch: [41][49/553] Time 2.487 Data 0.001 Err 0.3077 top1 8.594 top5 1.562 | Epoch: [41][50/553] Time 2.467 Data 0.001 Err 0.3205 top1 7.812 top5 1.562 | Epoch: [41][51/553] Time 2.466 Data 0.001 Err 0.3225 top1 7.031 top5 3.906 | Epoch: [41][52/553] Time 2.478 Data 0.001 Err 0.4099 top1 10.938 top5 4.688 | Epoch: [41][53/553] Time 2.438 Data 0.000 Err 0.3654 top1 10.156 top5 3.125 | Epoch: [41][54/553] Time 2.439 Data 0.001 Err 0.3589 top1 10.156 top5 2.344 | Epoch: [41][55/553] Time 2.442 Data 0.001 Err 0.3214 top1 7.031 top5 3.125 | Epoch: [41][56/553] Time 2.473 Data 0.003 Err 0.3609 top1 8.594 top5 3.125 | Epoch: [41][57/553] Time 2.440 Data 0.001 Err 0.3127 top1 9.375 top5 0.781 | Epoch: [41][58/553] Time 2.491 Data 0.001 Err 0.3529 top1 10.156 top5 3.125 | Epoch: [41][59/553] Time 2.465 Data 0.001 Err 0.2285 top1 5.469 top5 1.562 | Epoch: [41][60/553] Time 2.468 Data 0.001 Err 0.3644 top1 7.812 top5 3.906 | Epoch: [41][61/553] Time 2.435 Data 0.001 Err 0.4440 top1 12.500 top5 3.125 | Epoch: [41][62/553] Time 2.480 Data 0.001 Err 0.2855 top1 5.469 top5 1.562 | Epoch: [41][63/553] Time 2.436 Data 0.001 Err 0.3725 top1 11.719 top5 3.125 | Epoch: [41][64/553] Time 2.438 Data 0.001 Err 0.3319 top1 12.500 top5 1.562 | Epoch: [41][65/553] Time 2.432 Data 0.001 Err 0.4822 top1 12.500 top5 3.906 | Epoch: [41][66/553] Time 2.487 Data 0.001 Err 0.2647 top1 7.812 top5 0.781 | Epoch: [41][67/553] Time 2.460 Data 0.001 Err 0.3898 top1 12.500 top5 3.125 | Epoch: [41][68/553] Time 2.445 Data 0.001 Err 0.3911 top1 9.375 top5 3.906 | Epoch: [41][69/553] Time 2.440 Data 0.001 Err 0.3452 top1 8.594 top5 3.906 | Epoch: [41][70/553] Time 2.451 Data 0.001 Err 0.3059 top1 7.812 top5 3.125 | Epoch: [41][71/553] Time 2.489 Data 0.001 Err 0.5757 top1 12.500 top5 3.906 | Epoch: [41][72/553] Time 2.451 Data 0.000 Err 0.3015 top1 4.688 top5 2.344 | Epoch: [41][73/553] Time 2.450 Data 0.001 Err 0.3022 top1 7.812 top5 2.344 | Epoch: [41][74/553] Time 2.441 Data 0.001 Err 0.2703 top1 5.469 top5 0.781 | Epoch: [41][75/553] Time 2.475 Data 0.001 Err 0.2543 top1 7.812 top5 1.562 | Epoch: [41][76/553] Time 2.430 Data 0.001 Err 0.3182 top1 6.250 top5 2.344 | Epoch: [41][77/553] Time 2.438 Data 0.004 Err 0.4075 top1 9.375 top5 2.344 | Epoch: [41][78/553] Time 2.438 Data 0.001 Err 0.3046 top1 9.375 top5 0.781 | Epoch: [41][79/553] Time 2.438 Data 0.001 Err 0.2275 top1 5.469 top5 0.000 | Epoch: [41][80/553] Time 2.488 Data 0.001 Err 0.3610 top1 8.594 top5 3.906 | Epoch: [41][81/553] Time 2.449 Data 0.001 Err 0.3635 top1 9.375 top5 3.125 | Epoch: [41][82/553] Time 2.437 Data 0.000 Err 0.4088 top1 14.062 top5 3.125 | Epoch: [41][83/553] Time 2.477 Data 0.001 Err 0.2920 top1 7.812 top5 1.562 | Epoch: [41][84/553] Time 2.438 Data 0.001 Err 0.4971 top1 10.156 top5 5.469 | Epoch: [41][85/553] Time 2.442 Data 0.001 Err 0.3168 top1 9.375 top5 2.344 | Epoch: [41][86/553] Time 2.438 Data 0.001 Err 0.3316 top1 7.031 top5 2.344 | Epoch: [41][87/553] Time 2.491 Data 0.001 Err 0.3392 top1 9.375 top5 2.344 | Epoch: [41][88/553] Time 2.437 Data 0.001 Err 0.3525 top1 9.375 top5 2.344 | Epoch: [41][89/553] Time 2.435 Data 0.001 Err 0.3161 top1 7.812 top5 3.125 | Epoch: [41][90/553] Time 2.435 Data 0.001 Err 0.2386 top1 7.031 top5 1.562 | Epoch: [41][91/553] Time 2.477 Data 0.001 Err 0.3715 top1 7.031 top5 4.688 | Epoch: [41][92/553] Time 2.435 Data 0.001 Err 0.2084 top1 7.031 top5 1.562 | Epoch: [41][93/553] Time 2.436 Data 0.001 Err 0.2234 top1 4.688 top5 1.562 | Epoch: [41][94/553] Time 2.452 Data 0.001 Err 0.3935 top1 9.375 top5 4.688 | Epoch: [41][95/553] Time 2.433 Data 0.001 Err 0.3237 top1 10.938 top5 3.125 | Epoch: [41][96/553] Time 2.480 Data 0.005 Err 0.2118 top1 3.906 top5 0.000 | Epoch: [41][97/553] Time 2.479 Data 0.001 Err 0.4715 top1 10.938 top5 4.688 | Epoch: [41][98/553] Time 2.441 Data 0.001 Err 0.3446 top1 8.594 top5 3.906 | Epoch: [41][99/553] Time 2.441 Data 0.000 Err 0.3203 top1 10.156 top5 1.562 | Epoch: [41][100/553] Time 2.440 Data 0.001 Err 0.3330 top1 7.812 top5 1.562 | Epoch: [41][101/553] Time 2.437 Data 0.001 Err 0.2363 top1 5.469 top5 1.562 | Epoch: [41][102/553] Time 2.446 Data 0.001 Err 0.2850 top1 7.031 top5 1.562 | Epoch: [41][103/553] Time 2.444 Data 0.001 Err 0.2788 top1 8.594 top5 0.781 | Epoch: [41][104/553] Time 2.441 Data 0.001 Err 0.3714 top1 11.719 top5 1.562 | Epoch: [41][105/553] Time 2.439 Data 0.001 Err 0.2717 top1 6.250 top5 0.781 | Epoch: [41][106/553] Time 2.456 Data 0.001 Err 0.3294 top1 7.031 top5 3.906 | Epoch: [41][107/553] Time 2.481 Data 0.001 Err 0.3496 top1 10.156 top5 2.344 | Epoch: [41][108/553] Time 2.447 Data 0.001 Err 0.3104 top1 5.469 top5 3.125 | Epoch: [41][109/553] Time 2.435 Data 0.001 Err 0.3673 top1 12.500 top5 2.344 | Epoch: [41][110/553] Time 2.439 Data 0.000 Err 0.2709 top1 6.250 top5 1.562 | Epoch: [41][111/553] Time 2.435 Data 0.001 Err 0.1516 top1 3.125 top5 0.781 | Epoch: [41][112/553] Time 2.491 Data 0.001 Err 0.2591 top1 7.031 top5 1.562 | Epoch: [41][113/553] Time 2.448 Data 0.001 Err 0.3326 top1 9.375 top5 3.906 | Epoch: [41][114/553] Time 2.443 Data 0.001 Err 0.1734 top1 4.688 top5 0.781 | Epoch: [41][115/553] Time 2.442 Data 0.006 Err 0.3192 top1 8.594 top5 2.344 | Epoch: [41][116/553] Time 2.439 Data 0.001 Err 0.4138 top1 10.156 top5 3.906 | Epoch: [41][117/553] Time 2.453 Data 0.001 Err 0.3035 top1 8.594 top5 2.344 | Epoch: [41][118/553] Time 2.452 Data 0.001 Err 0.2895 top1 10.156 top5 0.000 | Epoch: [41][119/553] Time 2.436 Data 0.001 Err 0.3818 top1 8.594 top5 3.125 | Epoch: [41][120/553] Time 2.438 Data 0.000 Err 0.3694 top1 9.375 top5 4.688 | Epoch: [41][121/553] Time 2.443 Data 0.001 Err 0.2476 top1 5.469 top5 1.562 | Epoch: [41][122/553] Time 2.483 Data 0.001 Err 0.3955 top1 10.156 top5 3.906 | Epoch: [41][123/553] Time 2.445 Data 0.001 Err 0.3795 top1 9.375 top5 3.125 | Epoch: [41][124/553] Time 2.440 Data 0.001 Err 0.3362 top1 8.594 top5 3.906 | Epoch: [41][125/553] Time 2.440 Data 0.001 Err 0.4495 top1 13.281 top5 4.688 | Epoch: [41][126/553] Time 2.439 Data 0.001 Err 0.3826 top1 10.156 top5 3.125 | Epoch: [41][127/553] Time 2.440 Data 0.001 Err 0.2636 top1 7.812 top5 1.562 | Epoch: [41][128/553] Time 2.437 Data 0.001 Err 0.3368 top1 9.375 top5 3.125 | Epoch: [41][129/553] Time 2.440 Data 0.001 Err 0.1975 top1 4.688 top5 2.344 | Epoch: [41][130/553] Time 2.440 Data 0.001 Err 0.3681 top1 10.156 top5 3.125 | Epoch: [41][131/553] Time 2.435 Data 0.001 Err 0.4370 top1 10.156 top5 3.906 | Epoch: [41][132/553] Time 2.448 Data 0.001 Err 0.4596 top1 13.281 top5 1.562 | Epoch: [41][133/553] Time 2.437 Data 0.001 Err 0.3823 top1 10.156 top5 2.344 | Epoch: [41][134/553] Time 2.509 Data 0.006 Err 0.2997 top1 8.594 top5 1.562 | Epoch: [41][135/553] Time 2.474 Data 0.001 Err 0.2923 top1 9.375 top5 0.781 | Epoch: [41][136/553] Time 2.440 Data 0.001 Err 0.3286 top1 8.594 top5 2.344 | Epoch: [41][137/553] Time 2.480 Data 0.000 Err 0.3639 top1 7.812 top5 3.906 | Epoch: [41][138/553] Time 2.434 Data 0.001 Err 0.3587 top1 9.375 top5 1.562 | Epoch: [41][139/553] Time 2.450 Data 0.001 Err 0.3311 top1 10.938 top5 2.344 | Epoch: [41][140/553] Time 2.445 Data 0.001 Err 0.3431 top1 9.375 top5 3.125 | Epoch: [41][141/553] Time 2.437 Data 0.001 Err 0.3502 top1 9.375 top5 3.125 | Epoch: [41][142/553] Time 2.492 Data 0.001 Err 0.3269 top1 8.594 top5 1.562 | Epoch: [41][143/553] Time 2.442 Data 0.001 Err 0.3503 top1 7.812 top5 2.344 | Epoch: [41][144/553] Time 2.441 Data 0.001 Err 0.4302 top1 10.938 top5 3.125 | Epoch: [41][145/553] Time 2.447 Data 0.001 Err 0.3350 top1 6.250 top5 4.688 | Epoch: [41][146/553] Time 2.446 Data 0.001 Err 0.3464 top1 10.156 top5 3.906 | Epoch: [41][147/553] Time 2.473 Data 0.001 Err 0.2591 top1 6.250 top5 2.344 | Epoch: [41][148/553] Time 2.437 Data 0.001 Err 0.4059 top1 10.938 top5 3.906 | Epoch: [41][149/553] Time 2.436 Data 0.001 Err 0.4254 top1 12.500 top5 3.906 | Epoch: [41][150/553] Time 2.473 Data 0.001 Err 0.3622 top1 7.812 top5 4.688 | Epoch: [41][151/553] Time 2.474 Data 0.001 Err 0.3053 top1 6.250 top5 3.125 | Epoch: [41][152/553] Time 2.444 Data 0.001 Err 0.2359 top1 5.469 top5 1.562 | Epoch: [41][153/553] Time 2.442 Data 0.005 Err 0.4732 top1 11.719 top5 4.688 | Epoch: [41][154/553] Time 2.460 Data 0.001 Err 0.2461 top1 5.469 top5 3.906 | Epoch: [41][155/553] Time 2.499 Data 0.001 Err 0.3345 top1 8.594 top5 3.125 | Epoch: [41][156/553] Time 2.435 Data 0.000 Err 0.3270 top1 11.719 top5 2.344 | Epoch: [41][157/553] Time 2.478 Data 0.001 Err 0.3083 top1 7.812 top5 1.562 | Epoch: [41][158/553] Time 2.442 Data 0.000 Err 0.2783 top1 7.812 top5 1.562 | Epoch: [41][159/553] Time 2.436 Data 0.001 Err 0.2930 top1 7.031 top5 1.562 | Epoch: [41][160/553] Time 2.440 Data 0.001 Err 0.4611 top1 10.156 top5 7.031 | Epoch: [41][161/553] Time 2.442 Data 0.001 Err 0.3015 top1 10.156 top5 2.344 | Epoch: [41][162/553] Time 2.441 Data 0.001 Err 0.2967 top1 7.031 top5 2.344 | Epoch: [41][163/553] Time 2.463 Data 0.001 Err 0.3863 top1 9.375 top5 3.906 | Epoch: [41][164/553] Time 2.481 Data 0.001 Err 0.4108 top1 9.375 top5 3.125 | Epoch: [41][165/553] Time 2.433 Data 0.001 Err 0.3548 top1 10.156 top5 1.562 | Epoch: [41][166/553] Time 2.473 Data 0.001 Err 0.1926 top1 6.250 top5 0.000 | Epoch: [41][167/553] Time 2.437 Data 0.001 Err 0.3360 top1 10.938 top5 2.344 | Epoch: [41][168/553] Time 2.437 Data 0.001 Err 0.2050 top1 3.906 top5 0.781 | Epoch: [41][169/553] Time 2.440 Data 0.001 Err 0.2910 top1 8.594 top5 0.781 | Epoch: [41][170/553] Time 2.477 Data 0.001 Err 0.4888 top1 15.625 top5 4.688 | Epoch: [41][171/553] Time 2.440 Data 0.001 Err 0.3557 top1 9.375 top5 0.781 | Epoch: [41][172/553] Time 2.441 Data 0.001 Err 0.3120 top1 8.594 top5 1.562 | Epoch: [41][173/553] Time 2.436 Data 0.001 Err 0.2502 top1 3.906 top5 1.562 | Epoch: [41][174/553] Time 2.440 Data 0.001 Err 0.1708 top1 3.125 top5 0.781 | Epoch: [41][175/553] Time 2.436 Data 0.001 Err 0.3470 top1 8.594 top5 2.344 | Epoch: [41][176/553] Time 2.438 Data 0.001 Err 0.3558 top1 10.938 top5 0.781 | Epoch: [41][177/553] Time 2.434 Data 0.000 Err 0.5246 top1 11.719 top5 4.688 | Epoch: [41][178/553] Time 2.442 Data 0.001 Err 0.4463 top1 12.500 top5 4.688 | Epoch: [41][179/553] Time 2.478 Data 0.001 Err 0.2770 top1 8.594 top5 0.781 | Epoch: [41][180/553] Time 2.479 Data 0.001 Err 0.2400 top1 8.594 top5 1.562 | Epoch: [41][181/553] Time 2.436 Data 0.001 Err 0.4523 top1 10.938 top5 3.906 | Epoch: [41][182/553] Time 2.455 Data 0.001 Err 0.2741 top1 10.156 top5 1.562 | Epoch: [41][183/553] Time 2.521 Data 0.001 Err 0.3190 top1 9.375 top5 3.906 | Epoch: [41][184/553] Time 2.436 Data 0.001 Err 0.3964 top1 11.719 top5 3.906 | Epoch: [41][185/553] Time 2.441 Data 0.001 Err 0.4009 top1 8.594 top5 2.344 | Epoch: [41][186/553] Time 2.440 Data 0.000 Err 0.2987 top1 8.594 top5 1.562 | Epoch: [41][187/553] Time 2.478 Data 0.001 Err 0.3871 top1 8.594 top5 4.688 | Epoch: [41][188/553] Time 2.511 Data 0.001 Err 0.4710 top1 12.500 top5 3.125 | Epoch: [41][189/553] Time 2.450 Data 0.001 Err 0.3395 top1 7.031 top5 3.906 | Epoch: [41][190/553] Time 2.444 Data 0.001 Err 0.2917 top1 7.812 top5 0.781 | Epoch: [41][191/553] Time 2.436 Data 0.003 Err 0.4881 top1 12.500 top5 2.344 | Epoch: [41][192/553] Time 2.441 Data 0.001 Err 0.3926 top1 8.594 top5 4.688 | Epoch: [41][193/553] Time 2.446 Data 0.001 Err 0.3830 top1 10.156 top5 3.906 | Epoch: [41][194/553] Time 2.435 Data 0.001 Err 0.3875 top1 10.938 top5 3.906 | Epoch: [41][195/553] Time 2.437 Data 0.001 Err 0.2620 top1 7.812 top5 1.562 | Epoch: [41][196/553] Time 2.434 Data 0.001 Err 0.4646 top1 10.938 top5 6.250 | Epoch: [41][197/553] Time 2.476 Data 0.001 Err 0.3341 top1 6.250 top5 1.562 | Epoch: [41][198/553] Time 2.440 Data 0.001 Err 0.3850 top1 10.938 top5 3.906 | Epoch: [41][199/553] Time 2.443 Data 0.001 Err 0.2703 top1 7.812 top5 1.562 | Epoch: [41][200/553] Time 2.436 Data 0.001 Err 0.4292 top1 11.719 top5 3.906 | Epoch: [41][201/553] Time 2.447 Data 0.001 Err 0.4447 top1 14.062 top5 3.125 | Epoch: [41][202/553] Time 2.477 Data 0.001 Err 0.3140 top1 10.156 top5 1.562 | Epoch: [41][203/553] Time 2.479 Data 0.001 Err 0.2587 top1 7.812 top5 0.781 | Epoch: [41][204/553] Time 2.438 Data 0.001 Err 0.3083 top1 9.375 top5 2.344 | Epoch: [41][205/553] Time 2.435 Data 0.001 Err 0.3932 top1 11.719 top5 2.344 | Epoch: [41][206/553] Time 2.482 Data 0.001 Err 0.4417 top1 10.156 top5 4.688 | Epoch: [41][207/553] Time 2.439 Data 0.001 Err 0.2563 top1 7.031 top5 0.781 | Epoch: [41][208/553] Time 2.447 Data 0.001 Err 0.1836 top1 4.688 top5 0.781 | Epoch: [41][209/553] Time 2.437 Data 0.001 Err 0.3062 top1 7.031 top5 3.125 | Epoch: [41][210/553] Time 2.441 Data 0.006 Err 0.4634 top1 11.719 top5 3.906 | Epoch: [41][211/553] Time 2.514 Data 0.001 Err 0.4017 top1 9.375 top5 4.688 | Epoch: [41][212/553] Time 2.441 Data 0.001 Err 0.3592 top1 8.594 top5 1.562 | Epoch: [41][213/553] Time 2.445 Data 0.001 Err 0.5642 top1 15.625 top5 6.250 | Epoch: [41][214/553] Time 2.461 Data 0.001 Err 0.3775 top1 8.594 top5 4.688 | Epoch: [41][215/553] Time 2.450 Data 0.000 Err 0.2936 top1 7.031 top5 3.125 | Epoch: [41][216/553] Time 2.438 Data 0.001 Err 0.2899 top1 7.812 top5 1.562 | Epoch: [41][217/553] Time 2.436 Data 0.001 Err 0.3592 top1 10.156 top5 3.906 | Epoch: [41][218/553] Time 2.473 Data 0.001 Err 0.3779 top1 10.156 top5 4.688 | Epoch: [41][219/553] Time 2.483 Data 0.001 Err 0.3040 top1 7.031 top5 1.562 | Epoch: [41][220/553] Time 2.441 Data 0.001 Err 0.2737 top1 8.594 top5 0.781 | Epoch: [41][221/553] Time 2.458 Data 0.001 Err 0.3805 top1 11.719 top5 3.906 | Epoch: [41][222/553] Time 2.464 Data 0.001 Err 0.2218 top1 3.906 top5 1.562 | Epoch: [41][223/553] Time 2.449 Data 0.001 Err 0.3032 top1 7.812 top5 3.125 | Epoch: [41][224/553] Time 2.457 Data 0.000 Err 0.2274 top1 4.688 top5 2.344 | Epoch: [41][225/553] Time 2.447 Data 0.001 Err 0.1870 top1 2.344 top5 0.781 | Epoch: [41][226/553] Time 2.467 Data 0.001 Err 0.3758 top1 9.375 top5 3.906 | Epoch: [41][227/553] Time 2.448 Data 0.001 Err 0.3160 top1 7.031 top5 1.562 | Epoch: [41][228/553] Time 2.441 Data 0.001 Err 0.3448 top1 8.594 top5 3.125 | Epoch: [41][229/553] Time 2.442 Data 0.006 Err 0.3978 top1 12.500 top5 2.344 | Epoch: [41][230/553] Time 2.435 Data 0.001 Err 0.3172 top1 6.250 top5 2.344 | Epoch: [41][231/553] Time 2.453 Data 0.001 Err 0.2442 top1 5.469 top5 3.125 | Epoch: [41][232/553] Time 2.453 Data 0.000 Err 0.3211 top1 9.375 top5 2.344 | Epoch: [41][233/553] Time 2.435 Data 0.001 Err 0.4415 top1 10.938 top5 3.125 | Epoch: [41][234/553] Time 2.485 Data 0.000 Err 0.2798 top1 7.812 top5 1.562 | Epoch: [41][235/553] Time 2.472 Data 0.001 Err 0.2012 top1 4.688 top5 0.781 | Epoch: [41][236/553] Time 2.436 Data 0.001 Err 0.3686 top1 10.938 top5 2.344 | Epoch: [41][237/553] Time 2.445 Data 0.001 Err 0.2402 top1 8.594 top5 2.344 | Epoch: [41][238/553] Time 2.449 Data 0.001 Err 0.2605 top1 7.031 top5 2.344 | Epoch: [41][239/553] Time 2.451 Data 0.001 Err 0.4249 top1 10.156 top5 3.906 | Epoch: [41][240/553] Time 2.436 Data 0.001 Err 0.3088 top1 10.156 top5 1.562 | Epoch: [41][241/553] Time 2.439 Data 0.001 Err 0.3519 top1 7.031 top5 3.125 | Epoch: [41][242/553] Time 2.435 Data 0.001 Err 0.4661 top1 10.938 top5 3.906 | Epoch: [41][243/553] Time 2.436 Data 0.000 Err 0.2691 top1 6.250 top5 1.562 | Epoch: [41][244/553] Time 2.440 Data 0.001 Err 0.2710 top1 7.812 top5 0.781 | Epoch: [41][245/553] Time 2.430 Data 0.001 Err 0.2635 top1 7.031 top5 3.906 | Epoch: [41][246/553] Time 2.447 Data 0.001 Err 0.3509 top1 10.156 top5 3.906 | Epoch: [41][247/553] Time 2.447 Data 0.001 Err 0.3927 top1 13.281 top5 1.562 | Epoch: [41][248/553] Time 2.439 Data 0.003 Err 0.2786 top1 8.594 top5 0.781 | Epoch: [41][249/553] Time 2.446 Data 0.001 Err 0.1834 top1 3.125 top5 0.781 | Epoch: [41][250/553] Time 2.444 Data 0.001 Err 0.4752 top1 12.500 top5 5.469 | Epoch: [41][251/553] Time 2.461 Data 0.001 Err 0.2106 top1 4.688 top5 0.781 | Epoch: [41][252/553] Time 2.447 Data 0.001 Err 0.2782 top1 7.812 top5 1.562 | Epoch: [41][253/553] Time 2.435 Data 0.001 Err 0.2730 top1 7.812 top5 1.562 | Epoch: [41][254/553] Time 2.441 Data 0.001 Err 0.2194 top1 6.250 top5 0.781 | Epoch: [41][255/553] Time 2.444 Data 0.001 Err 0.3233 top1 7.031 top5 3.125 | Epoch: [41][256/553] Time 2.435 Data 0.001 Err 0.3138 top1 10.156 top5 1.562 | Epoch: [41][257/553] Time 2.435 Data 0.001 Err 0.5530 top1 11.719 top5 5.469 | Epoch: [41][258/553] Time 2.444 Data 0.001 Err 0.2967 top1 7.031 top5 2.344 | Epoch: [41][259/553] Time 2.452 Data 0.001 Err 0.3424 top1 10.156 top5 3.906 | Epoch: [41][260/553] Time 2.490 Data 0.001 Err 0.5735 top1 14.062 top5 7.031 | Epoch: [41][261/553] Time 2.454 Data 0.001 Err 0.2597 top1 7.031 top5 2.344 | Epoch: [41][262/553] Time 2.447 Data 0.000 Err 0.2872 top1 7.031 top5 1.562 | Epoch: [41][263/553] Time 2.438 Data 0.001 Err 0.2023 top1 5.469 top5 1.562 | Epoch: [41][264/553] Time 2.494 Data 0.001 Err 0.5311 top1 14.844 top5 3.906 | Epoch: [41][265/553] Time 2.447 Data 0.001 Err 0.3041 top1 10.156 top5 2.344 | Epoch: [41][266/553] Time 2.451 Data 0.001 Err 0.2761 top1 7.031 top5 1.562 | Epoch: [41][267/553] Time 2.442 Data 0.003 Err 0.4107 top1 10.156 top5 3.125 | Epoch: [41][268/553] Time 2.440 Data 0.001 Err 0.3534 top1 10.938 top5 3.125 | Epoch: [41][269/553] Time 2.450 Data 0.001 Err 0.3127 top1 9.375 top5 3.125 | Epoch: [41][270/553] Time 2.454 Data 0.000 Err 0.3994 top1 11.719 top5 4.688 | Epoch: [41][271/553] Time 2.438 Data 0.001 Err 0.3405 top1 8.594 top5 3.906 | Epoch: [41][272/553] Time 2.433 Data 0.001 Err 0.3676 top1 10.156 top5 1.562 | Epoch: [41][273/553] Time 2.436 Data 0.001 Err 0.3674 top1 12.500 top5 1.562 | Epoch: [41][274/553] Time 2.436 Data 0.001 Err 0.2766 top1 7.031 top5 1.562 | Epoch: [41][275/553] Time 2.443 Data 0.001 Err 0.3163 top1 7.031 top5 2.344 | Epoch: [41][276/553] Time 2.447 Data 0.001 Err 0.2492 top1 6.250 top5 2.344 | Epoch: [41][277/553] Time 2.440 Data 0.001 Err 0.3489 top1 7.031 top5 3.906 | Epoch: [41][278/553] Time 2.433 Data 0.001 Err 0.4585 top1 16.406 top5 3.125 | Epoch: [41][279/553] Time 2.434 Data 0.001 Err 0.4093 top1 10.938 top5 3.906 | Epoch: [41][280/553] Time 2.442 Data 0.001 Err 0.2926 top1 7.812 top5 0.781 | Epoch: [41][281/553] Time 2.438 Data 0.000 Err 0.2877 top1 8.594 top5 0.781 | Epoch: [41][282/553] Time 2.487 Data 0.001 Err 0.2446 top1 7.031 top5 0.781 | Epoch: [41][283/553] Time 2.443 Data 0.001 Err 0.4338 top1 13.281 top5 3.906 | Epoch: [41][284/553] Time 2.447 Data 0.001 Err 0.4703 top1 12.500 top5 3.125 | Epoch: [41][285/553] Time 2.436 Data 0.001 Err 0.5973 top1 16.406 top5 6.250 | Epoch: [41][286/553] Time 2.440 Data 0.005 Err 0.2917 top1 5.469 top5 3.125 | Epoch: [41][287/553] Time 2.437 Data 0.001 Err 0.3114 top1 6.250 top5 3.125 | Epoch: [41][288/553] Time 2.433 Data 0.001 Err 0.3929 top1 12.500 top5 3.125 | Epoch: [41][289/553] Time 2.456 Data 0.001 Err 0.3128 top1 7.031 top5 2.344 | Epoch: [41][290/553] Time 2.457 Data 0.001 Err 0.3773 top1 11.719 top5 4.688 | Epoch: [41][291/553] Time 2.462 Data 0.001 Err 0.1955 top1 3.906 top5 0.781 | Epoch: [41][292/553] Time 2.437 Data 0.001 Err 0.3437 top1 11.719 top5 2.344 | Epoch: [41][293/553] Time 2.483 Data 0.001 Err 0.2657 top1 6.250 top5 1.562 | Epoch: [41][294/553] Time 2.438 Data 0.001 Err 0.3337 top1 7.812 top5 2.344 | Epoch: [41][295/553] Time 2.444 Data 0.001 Err 0.2759 top1 4.688 top5 2.344 | Epoch: [41][296/553] Time 2.480 Data 0.001 Err 0.3835 top1 8.594 top5 4.688 | Epoch: [41][297/553] Time 2.486 Data 0.001 Err 0.3217 top1 6.250 top5 3.125 | Epoch: [41][298/553] Time 2.442 Data 0.001 Err 0.3486 top1 8.594 top5 3.906 | Epoch: [41][299/553] Time 2.465 Data 0.001 Err 0.3346 top1 7.031 top5 3.125 | Epoch: [41][300/553] Time 2.523 Data 0.001 Err 0.1988 top1 6.250 top5 1.562 | Epoch: [41][301/553] Time 2.484 Data 0.001 Err 0.5011 top1 14.062 top5 3.906 | Epoch: [41][302/553] Time 2.446 Data 0.001 Err 0.2183 top1 4.688 top5 0.781 | Epoch: [41][303/553] Time 2.522 Data 0.001 Err 0.3871 top1 10.938 top5 3.125 | Epoch: [41][304/553] Time 2.508 Data 0.001 Err 0.2974 top1 6.250 top5 2.344 | Epoch: [41][305/553] Time 2.482 Data 0.003 Err 0.3219 top1 10.156 top5 1.562 | Epoch: [41][306/553] Time 2.472 Data 0.001 Err 0.2311 top1 5.469 top5 1.562 | Epoch: [41][307/553] Time 2.434 Data 0.001 Err 0.1778 top1 3.125 top5 0.000 | Epoch: [41][308/553] Time 2.444 Data 0.001 Err 0.3902 top1 11.719 top5 3.125 | Epoch: [41][309/553] Time 2.432 Data 0.001 Err 0.4127 top1 14.062 top5 1.562 | Epoch: [41][310/553] Time 2.469 Data 0.001 Err 0.2676 top1 8.594 top5 0.000 | Epoch: [41][311/553] Time 2.440 Data 0.001 Err 0.4149 top1 10.156 top5 4.688 | Epoch: [41][312/553] Time 2.472 Data 0.001 Err 0.3010 top1 7.031 top5 2.344 | Epoch: [41][313/553] Time 2.482 Data 0.001 Err 0.3577 top1 10.156 top5 2.344 | Epoch: [41][314/553] Time 2.464 Data 0.001 Err 0.3259 top1 8.594 top5 3.125 | Epoch: [41][315/553] Time 2.512 Data 0.001 Err 0.3701 top1 10.156 top5 3.125 | Epoch: [41][316/553] Time 2.439 Data 0.001 Err 0.3321 top1 7.031 top5 3.906 | Epoch: [41][317/553] Time 2.466 Data 0.001 Err 0.2820 top1 7.812 top5 0.781 | Epoch: [41][318/553] Time 2.443 Data 0.001 Err 0.2760 top1 7.031 top5 1.562 | Epoch: [41][319/553] Time 2.443 Data 0.000 Err 0.3917 top1 9.375 top5 2.344 | Epoch: [41][320/553] Time 2.441 Data 0.001 Err 0.3655 top1 9.375 top5 3.906 | Epoch: [41][321/553] Time 2.443 Data 0.001 Err 0.3574 top1 8.594 top5 3.125 | Epoch: [41][322/553] Time 2.468 Data 0.001 Err 0.4367 top1 10.156 top5 3.125 | Epoch: [41][323/553] Time 2.433 Data 0.001 Err 0.2291 top1 5.469 top5 1.562 | Epoch: [41][324/553] Time 2.499 Data 0.004 Err 0.4805 top1 13.281 top5 5.469 | Epoch: [41][325/553] Time 2.445 Data 0.001 Err 0.3157 top1 7.812 top5 2.344 | Epoch: [41][326/553] Time 2.443 Data 0.001 Err 0.2257 top1 7.031 top5 0.781 | Epoch: [41][327/553] Time 2.478 Data 0.001 Err 0.2596 top1 8.594 top5 1.562 | Epoch: [41][328/553] Time 2.435 Data 0.001 Err 0.4138 top1 9.375 top5 2.344 | Epoch: [41][329/553] Time 2.440 Data 0.001 Err 0.3345 top1 7.812 top5 3.125 | Epoch: [41][330/553] Time 2.462 Data 0.001 Err 0.3041 top1 7.031 top5 3.125 | Epoch: [41][331/553] Time 2.507 Data 0.001 Err 0.3417 top1 9.375 top5 1.562 | Epoch: [41][332/553] Time 2.438 Data 0.001 Err 0.3408 top1 8.594 top5 3.125 | Epoch: [41][333/553] Time 2.456 Data 0.001 Err 0.3316 top1 6.250 top5 2.344 | Epoch: [41][334/553] Time 2.453 Data 0.001 Err 0.4833 top1 11.719 top5 4.688 | Epoch: [41][335/553] Time 2.445 Data 0.001 Err 0.3394 top1 9.375 top5 3.906 | Epoch: [41][336/553] Time 2.448 Data 0.001 Err 0.4655 top1 9.375 top5 5.469 | Epoch: [41][337/553] Time 2.458 Data 0.001 Err 0.3581 top1 8.594 top5 3.125 | Epoch: [41][338/553] Time 2.445 Data 0.000 Err 0.2755 top1 7.031 top5 1.562 | Epoch: [41][339/553] Time 2.483 Data 0.001 Err 0.3854 top1 11.719 top5 3.125 | Epoch: [41][340/553] Time 2.458 Data 0.001 Err 0.2614 top1 7.812 top5 0.781 | Epoch: [41][341/553] Time 2.458 Data 0.001 Err 0.2385 top1 6.250 top5 1.562 | Epoch: [41][342/553] Time 2.445 Data 0.001 Err 0.3762 top1 11.719 top5 3.125 | Epoch: [41][343/553] Time 2.443 Data 0.004 Err 0.4051 top1 12.500 top5 3.125 | Epoch: [41][344/553] Time 2.448 Data 0.001 Err 0.2917 top1 8.594 top5 3.906 | Epoch: [41][345/553] Time 2.452 Data 0.001 Err 0.2870 top1 7.812 top5 1.562 | Epoch: [41][346/553] Time 2.481 Data 0.001 Err 0.2445 top1 4.688 top5 0.781 | Epoch: [41][347/553] Time 2.444 Data 0.001 Err 0.4229 top1 10.156 top5 4.688 | Epoch: [41][348/553] Time 2.440 Data 0.001 Err 0.3511 top1 8.594 top5 3.125 | Epoch: [41][349/553] Time 2.441 Data 0.001 Err 0.3387 top1 9.375 top5 3.125 | Epoch: [41][350/553] Time 2.436 Data 0.001 Err 0.3107 top1 7.812 top5 3.125 | Epoch: [41][351/553] Time 2.501 Data 0.001 Err 0.4375 top1 10.156 top5 3.125 | Epoch: [41][352/553] Time 2.501 Data 0.001 Err 0.3185 top1 8.594 top5 3.125 | Epoch: [41][353/553] Time 2.439 Data 0.001 Err 0.3313 top1 7.812 top5 2.344 | Epoch: [41][354/553] Time 2.471 Data 0.001 Err 0.4532 top1 13.281 top5 2.344 | Epoch: [41][355/553] Time 2.516 Data 0.001 Err 0.3495 top1 7.031 top5 2.344 | Epoch: [41][356/553] Time 2.440 Data 0.001 Err 0.3358 top1 8.594 top5 1.562 | Epoch: [41][357/553] Time 2.441 Data 0.001 Err 0.3657 top1 10.938 top5 3.125 | Epoch: [41][358/553] Time 2.441 Data 0.001 Err 0.4475 top1 12.500 top5 4.688 | Epoch: [41][359/553] Time 2.442 Data 0.001 Err 0.2564 top1 7.031 top5 0.781 | Epoch: [41][360/553] Time 2.442 Data 0.001 Err 0.2857 top1 7.031 top5 3.906 | Epoch: [41][361/553] Time 2.449 Data 0.001 Err 0.3274 top1 7.031 top5 2.344 | Epoch: [41][362/553] Time 2.455 Data 0.001 Err 0.4332 top1 8.594 top5 3.906 | Epoch: [41][363/553] Time 2.433 Data 0.001 Err 0.4507 top1 10.938 top5 3.906 | Epoch: [41][364/553] Time 2.467 Data 0.001 Err 0.5174 top1 15.625 top5 2.344 | Epoch: [41][365/553] Time 2.447 Data 0.001 Err 0.2942 top1 6.250 top5 0.781 | Epoch: [41][366/553] Time 2.433 Data 0.001 Err 0.2986 top1 10.156 top5 3.125 | Epoch: [41][367/553] Time 2.443 Data 0.001 Err 0.3139 top1 9.375 top5 2.344 | Epoch: [41][368/553] Time 2.437 Data 0.001 Err 0.3957 top1 10.156 top5 1.562 | Epoch: [41][369/553] Time 2.438 Data 0.001 Err 0.4116 top1 12.500 top5 3.125 | Epoch: [41][370/553] Time 2.453 Data 0.001 Err 0.3235 top1 9.375 top5 3.125 | Epoch: [41][371/553] Time 2.462 Data 0.001 Err 0.1790 top1 4.688 top5 1.562 | Epoch: [41][372/553] Time 2.449 Data 0.001 Err 0.2833 top1 10.156 top5 2.344 | Epoch: [41][373/553] Time 2.470 Data 0.001 Err 0.3980 top1 10.156 top5 3.906 | Epoch: [41][374/553] Time 2.437 Data 0.001 Err 0.3251 top1 9.375 top5 1.562 | Epoch: [41][375/553] Time 2.433 Data 0.001 Err 0.4230 top1 10.938 top5 4.688 | Epoch: [41][376/553] Time 2.435 Data 0.001 Err 0.2204 top1 8.594 top5 0.781 | Epoch: [41][377/553] Time 2.450 Data 0.001 Err 0.2700 top1 7.812 top5 1.562 | Epoch: [41][378/553] Time 2.474 Data 0.001 Err 0.2730 top1 8.594 top5 2.344 | Epoch: [41][379/553] Time 2.515 Data 0.001 Err 0.2811 top1 7.031 top5 0.781 | Epoch: [41][380/553] Time 2.437 Data 0.001 Err 0.3764 top1 11.719 top5 2.344 | Epoch: [41][381/553] Time 2.442 Data 0.003 Err 0.3665 top1 8.594 top5 2.344 | Epoch: [41][382/553] Time 2.431 Data 0.001 Err 0.3031 top1 6.250 top5 2.344 | Epoch: [41][383/553] Time 2.446 Data 0.001 Err 0.3929 top1 10.938 top5 3.906 | Epoch: [41][384/553] Time 2.473 Data 0.000 Err 0.3224 top1 8.594 top5 2.344 | Epoch: [41][385/553] Time 2.446 Data 0.001 Err 0.3504 top1 9.375 top5 1.562 | Epoch: [41][386/553] Time 2.517 Data 0.000 Err 0.2204 top1 6.250 top5 1.562 | Epoch: [41][387/553] Time 2.456 Data 0.001 Err 0.4614 top1 11.719 top5 3.125 | Epoch: [41][388/553] Time 2.445 Data 0.001 Err 0.2312 top1 6.250 top5 0.000 | Epoch: [41][389/553] Time 2.454 Data 0.001 Err 0.3852 top1 10.156 top5 2.344 | Epoch: [41][390/553] Time 2.434 Data 0.001 Err 0.3459 top1 8.594 top5 1.562 | Epoch: [41][391/553] Time 2.478 Data 0.001 Err 0.3080 top1 8.594 top5 1.562 | Epoch: [41][392/553] Time 2.481 Data 0.001 Err 0.3028 top1 7.812 top5 2.344 | Epoch: [41][393/553] Time 2.436 Data 0.001 Err 0.3320 top1 10.938 top5 1.562 | Epoch: [41][394/553] Time 2.437 Data 0.001 Err 0.2390 top1 4.688 top5 0.781 | Epoch: [41][395/553] Time 2.440 Data 0.000 Err 0.2812 top1 7.812 top5 2.344 | Epoch: [41][396/553] Time 2.440 Data 0.001 Err 0.3670 top1 9.375 top5 3.125 | Epoch: [41][397/553] Time 2.448 Data 0.001 Err 0.3037 top1 8.594 top5 2.344 | Epoch: [41][398/553] Time 2.523 Data 0.001 Err 0.3922 top1 8.594 top5 3.125 | Epoch: [41][399/553] Time 2.438 Data 0.001 Err 0.3399 top1 9.375 top5 3.906 | Epoch: [41][400/553] Time 2.442 Data 0.004 Err 0.3361 top1 7.812 top5 3.906 | Epoch: [41][401/553] Time 2.466 Data 0.001 Err 0.1759 top1 2.344 top5 0.781 | Epoch: [41][402/553] Time 2.437 Data 0.001 Err 0.2743 top1 5.469 top5 2.344 | Epoch: [41][403/553] Time 2.479 Data 0.001 Err 0.2670 top1 7.031 top5 1.562 | Epoch: [41][404/553] Time 2.431 Data 0.001 Err 0.4197 top1 14.062 top5 3.125 | Epoch: [41][405/553] Time 2.454 Data 0.001 Err 0.3035 top1 8.594 top5 3.125 | Epoch: [41][406/553] Time 2.432 Data 0.001 Err 0.2831 top1 7.031 top5 2.344 | Epoch: [41][407/553] Time 2.435 Data 0.001 Err 0.3494 top1 9.375 top5 3.906 | Epoch: [41][408/553] Time 2.463 Data 0.001 Err 0.3145 top1 10.156 top5 2.344 | Epoch: [41][409/553] Time 2.436 Data 0.001 Err 0.3749 top1 7.031 top5 4.688 | Epoch: [41][410/553] Time 2.447 Data 0.001 Err 0.4097 top1 8.594 top5 3.125 | Epoch: [41][411/553] Time 2.442 Data 0.001 Err 0.3708 top1 6.250 top5 3.125 | Epoch: [41][412/553] Time 2.464 Data 0.001 Err 0.2866 top1 7.031 top5 0.781 | Epoch: [41][413/553] Time 2.450 Data 0.001 Err 0.2564 top1 7.031 top5 1.562 | Epoch: [41][414/553] Time 2.432 Data 0.000 Err 0.4035 top1 10.938 top5 3.125 | Epoch: [41][415/553] Time 2.481 Data 0.001 Err 0.2926 top1 7.812 top5 1.562 | Epoch: [41][416/553] Time 2.441 Data 0.001 Err 0.3497 top1 8.594 top5 1.562 | Epoch: [41][417/553] Time 2.464 Data 0.001 Err 0.3235 top1 8.594 top5 1.562 | Epoch: [41][418/553] Time 2.439 Data 0.001 Err 0.3654 top1 10.156 top5 2.344 | Epoch: [41][419/553] Time 2.477 Data 0.004 Err 0.1807 top1 4.688 top5 1.562 | Epoch: [41][420/553] Time 2.440 Data 0.001 Err 0.4753 top1 14.844 top5 5.469 | Epoch: [41][421/553] Time 2.451 Data 0.001 Err 0.2808 top1 8.594 top5 0.781 | Epoch: [41][422/553] Time 2.473 Data 0.000 Err 0.3717 top1 12.500 top5 3.125 | Epoch: [41][423/553] Time 2.444 Data 0.001 Err 0.2445 top1 4.688 top5 2.344 | Epoch: [41][424/553] Time 2.472 Data 0.000 Err 0.3784 top1 10.938 top5 2.344 | Epoch: [41][425/553] Time 2.480 Data 0.001 Err 0.2235 top1 5.469 top5 1.562 | Epoch: [41][426/553] Time 2.435 Data 0.001 Err 0.4531 top1 10.156 top5 3.906 | Epoch: [41][427/553] Time 2.444 Data 0.001 Err 0.2965 top1 6.250 top5 2.344 | Epoch: [41][428/553] Time 2.508 Data 0.001 Err 0.4520 top1 15.625 top5 3.125 | Epoch: [41][429/553] Time 2.444 Data 0.001 Err 0.3974 top1 11.719 top5 2.344 | Epoch: [41][430/553] Time 2.442 Data 0.001 Err 0.4158 top1 11.719 top5 3.906 | Epoch: [41][431/553] Time 2.429 Data 0.001 Err 0.2918 top1 5.469 top5 1.562 | Epoch: [41][432/553] Time 2.435 Data 0.001 Err 0.3960 top1 9.375 top5 3.906 | Epoch: [41][433/553] Time 2.441 Data 0.000 Err 0.3802 top1 10.938 top5 4.688 | Epoch: [41][434/553] Time 2.435 Data 0.001 Err 0.2504 top1 7.812 top5 0.000 | Epoch: [41][435/553] Time 2.445 Data 0.001 Err 0.2882 top1 8.594 top5 1.562 | Epoch: [41][436/553] Time 2.480 Data 0.001 Err 0.5405 top1 13.281 top5 5.469 | Epoch: [41][437/553] Time 2.457 Data 0.001 Err 0.3700 top1 10.156 top5 1.562 | Epoch: [41][438/553] Time 2.439 Data 0.004 Err 0.2256 top1 4.688 top5 1.562 | Epoch: [41][439/553] Time 2.482 Data 0.001 Err 0.3381 top1 10.938 top5 4.688 | Epoch: [41][440/553] Time 2.432 Data 0.001 Err 0.4121 top1 10.938 top5 4.688 | Epoch: [41][441/553] Time 2.434 Data 0.001 Err 0.3551 top1 10.156 top5 2.344 | Epoch: [41][442/553] Time 2.455 Data 0.001 Err 0.2737 top1 6.250 top5 1.562 | Epoch: [41][443/553] Time 2.440 Data 0.001 Err 0.3761 top1 9.375 top5 3.906 | Epoch: [41][444/553] Time 2.438 Data 0.001 Err 0.3525 top1 9.375 top5 2.344 | Epoch: [41][445/553] Time 2.473 Data 0.001 Err 0.3073 top1 9.375 top5 2.344 | Epoch: [41][446/553] Time 2.440 Data 0.001 Err 0.3287 top1 10.938 top5 0.781 | Epoch: [41][447/553] Time 2.464 Data 0.001 Err 0.2577 top1 8.594 top5 0.000 | Epoch: [41][448/553] Time 2.449 Data 0.001 Err 0.2757 top1 7.031 top5 1.562 | Epoch: [41][449/553] Time 2.452 Data 0.001 Err 0.2855 top1 8.594 top5 0.781 | Epoch: [41][450/553] Time 2.437 Data 0.001 Err 0.3231 top1 8.594 top5 2.344 | Epoch: [41][451/553] Time 2.505 Data 0.001 Err 0.2472 top1 7.812 top5 0.781 | Epoch: [41][452/553] Time 2.464 Data 0.001 Err 0.1880 top1 4.688 top5 0.781 | Epoch: [41][453/553] Time 2.445 Data 0.001 Err 0.3341 top1 7.812 top5 2.344 | Epoch: [41][454/553] Time 2.438 Data 0.001 Err 0.4088 top1 13.281 top5 3.125 | Epoch: [41][455/553] Time 2.475 Data 0.001 Err 0.2795 top1 7.812 top5 1.562 | Epoch: [41][456/553] Time 2.446 Data 0.001 Err 0.2137 top1 5.469 top5 0.781 | Epoch: [41][457/553] Time 2.480 Data 0.004 Err 0.2289 top1 7.031 top5 1.562 | Epoch: [41][458/553] Time 2.437 Data 0.001 Err 0.4391 top1 12.500 top5 4.688 | Epoch: [41][459/553] Time 2.439 Data 0.001 Err 0.2930 top1 7.031 top5 3.125 | Epoch: [41][460/553] Time 2.451 Data 0.001 Err 0.2912 top1 8.594 top5 1.562 | Epoch: [41][461/553] Time 2.447 Data 0.001 Err 0.2511 top1 6.250 top5 1.562 | Epoch: [41][462/553] Time 2.513 Data 0.000 Err 0.3596 top1 9.375 top5 2.344 | Epoch: [41][463/553] Time 2.453 Data 0.001 Err 0.3915 top1 9.375 top5 3.125 | Epoch: [41][464/553] Time 2.460 Data 0.001 Err 0.2716 top1 7.031 top5 3.125 | Epoch: [41][465/553] Time 2.462 Data 0.001 Err 0.3021 top1 7.031 top5 3.125 | Epoch: [41][466/553] Time 2.443 Data 0.001 Err 0.2567 top1 4.688 top5 2.344 | Epoch: [41][467/553] Time 2.449 Data 0.001 Err 0.1416 top1 3.906 top5 0.781 | Epoch: [41][468/553] Time 2.479 Data 0.001 Err 0.4911 top1 15.625 top5 5.469 | Epoch: [41][469/553] Time 2.435 Data 0.001 Err 0.2381 top1 7.812 top5 2.344 | Epoch: [41][470/553] Time 2.436 Data 0.001 Err 0.3489 top1 9.375 top5 3.906 | Epoch: [41][471/553] Time 2.433 Data 0.001 Err 0.2349 top1 5.469 top5 0.781 | Epoch: [41][472/553] Time 2.443 Data 0.001 Err 0.3649 top1 11.719 top5 2.344 | Epoch: [41][473/553] Time 2.435 Data 0.001 Err 0.2993 top1 7.812 top5 1.562 | Epoch: [41][474/553] Time 2.482 Data 0.001 Err 0.3311 top1 10.156 top5 0.781 | Epoch: [41][475/553] Time 2.453 Data 0.001 Err 0.3380 top1 8.594 top5 4.688 | Epoch: [41][476/553] Time 2.470 Data 0.005 Err 0.3474 top1 11.719 top5 2.344 | Epoch: [41][477/553] Time 2.475 Data 0.001 Err 0.5032 top1 13.281 top5 7.031 | Epoch: [41][478/553] Time 2.485 Data 0.001 Err 0.2784 top1 8.594 top5 2.344 | Epoch: [41][479/553] Time 2.438 Data 0.000 Err 0.2783 top1 7.812 top5 1.562 | Epoch: [41][480/553] Time 2.436 Data 0.001 Err 0.2371 top1 5.469 top5 1.562 | Epoch: [41][481/553] Time 2.470 Data 0.001 Err 0.2923 top1 7.812 top5 2.344 | Epoch: [41][482/553] Time 2.437 Data 0.001 Err 0.2849 top1 7.031 top5 1.562 | Epoch: [41][483/553] Time 2.442 Data 0.001 Err 0.2551 top1 6.250 top5 2.344 | Epoch: [41][484/553] Time 2.451 Data 0.001 Err 0.3845 top1 10.938 top5 1.562 | Epoch: [41][485/553] Time 2.501 Data 0.001 Err 0.3262 top1 7.031 top5 1.562 | Epoch: [41][486/553] Time 2.465 Data 0.001 Err 0.3374 top1 9.375 top5 2.344 | Epoch: [41][487/553] Time 2.437 Data 0.001 Err 0.2874 top1 7.812 top5 0.781 | Epoch: [41][488/553] Time 2.438 Data 0.001 Err 0.2648 top1 5.469 top5 2.344 | Epoch: [41][489/553] Time 2.475 Data 0.001 Err 0.3151 top1 9.375 top5 2.344 | Epoch: [41][490/553] Time 2.443 Data 0.000 Err 0.2352 top1 6.250 top5 1.562 | Epoch: [41][491/553] Time 2.438 Data 0.001 Err 0.2546 top1 6.250 top5 0.781 | Epoch: [41][492/553] Time 2.450 Data 0.001 Err 0.2995 top1 7.031 top5 1.562 | Epoch: [41][493/553] Time 2.449 Data 0.001 Err 0.3634 top1 8.594 top5 4.688 | Epoch: [41][494/553] Time 2.438 Data 0.001 Err 0.2862 top1 7.812 top5 0.781 | Epoch: [41][495/553] Time 2.439 Data 0.004 Err 0.3084 top1 8.594 top5 1.562 | Epoch: [41][496/553] Time 2.440 Data 0.001 Err 0.3843 top1 9.375 top5 3.125 | Epoch: [41][497/553] Time 2.443 Data 0.001 Err 0.2698 top1 7.031 top5 1.562 | Epoch: [41][498/553] Time 2.436 Data 0.000 Err 0.2767 top1 8.594 top5 1.562 | Epoch: [41][499/553] Time 2.515 Data 0.001 Err 0.3777 top1 7.812 top5 4.688 | Epoch: [41][500/553] Time 2.452 Data 0.001 Err 0.4057 top1 7.031 top5 3.906 | Epoch: [41][501/553] Time 2.441 Data 0.001 Err 0.2778 top1 6.250 top5 1.562 | Epoch: [41][502/553] Time 2.440 Data 0.001 Err 0.4240 top1 10.938 top5 3.125 | Epoch: [41][503/553] Time 2.517 Data 0.001 Err 0.2200 top1 6.250 top5 0.781 | Epoch: [41][504/553] Time 2.443 Data 0.001 Err 0.4296 top1 10.938 top5 3.906 | Epoch: [41][505/553] Time 2.451 Data 0.001 Err 0.3478 top1 8.594 top5 2.344 | Epoch: [41][506/553] Time 2.438 Data 0.001 Err 0.2866 top1 9.375 top5 3.125 | Epoch: [41][507/553] Time 2.446 Data 0.001 Err 0.2634 top1 7.812 top5 0.781 | Epoch: [41][508/553] Time 2.434 Data 0.001 Err 0.3106 top1 7.812 top5 1.562 | Epoch: [41][509/553] Time 2.482 Data 0.001 Err 0.3660 top1 10.938 top5 3.125 | Epoch: [41][510/553] Time 2.444 Data 0.001 Err 0.5208 top1 13.281 top5 5.469 | Epoch: [41][511/553] Time 2.436 Data 0.001 Err 0.4174 top1 10.938 top5 4.688 | Epoch: [41][512/553] Time 2.439 Data 0.001 Err 0.4532 top1 10.156 top5 3.906 | Epoch: [41][513/553] Time 2.438 Data 0.001 Err 0.3477 top1 6.250 top5 3.906 | Epoch: [41][514/553] Time 2.439 Data 0.003 Err 0.2898 top1 7.031 top5 2.344 | Epoch: [41][515/553] Time 2.515 Data 0.001 Err 0.3375 top1 9.375 top5 1.562 | Epoch: [41][516/553] Time 2.437 Data 0.001 Err 0.3525 top1 11.719 top5 3.906 | Epoch: [41][517/553] Time 2.472 Data 0.000 Err 0.3846 top1 9.375 top5 3.125 | Epoch: [41][518/553] Time 2.431 Data 0.001 Err 0.3379 top1 7.031 top5 2.344 | Epoch: [41][519/553] Time 2.439 Data 0.001 Err 0.4571 top1 13.281 top5 5.469 | Epoch: [41][520/553] Time 2.444 Data 0.001 Err 0.4534 top1 10.938 top5 3.125 | Epoch: [41][521/553] Time 2.438 Data 0.001 Err 0.3150 top1 7.031 top5 1.562 | Epoch: [41][522/553] Time 2.477 Data 0.001 Err 0.5574 top1 14.844 top5 5.469 | Epoch: [41][523/553] Time 2.464 Data 0.001 Err 0.2115 top1 4.688 top5 0.000 | Epoch: [41][524/553] Time 2.449 Data 0.001 Err 0.3099 top1 7.812 top5 2.344 | Epoch: [41][525/553] Time 2.446 Data 0.001 Err 0.2075 top1 3.906 top5 0.781 | Epoch: [41][526/553] Time 2.440 Data 0.001 Err 0.3328 top1 9.375 top5 2.344 | Epoch: [41][527/553] Time 2.440 Data 0.001 Err 0.4346 top1 10.156 top5 3.906 | Epoch: [41][528/553] Time 2.485 Data 0.000 Err 0.2499 top1 7.031 top5 2.344 | Epoch: [41][529/553] Time 2.460 Data 0.001 Err 0.3771 top1 10.938 top5 2.344 | Epoch: [41][530/553] Time 2.432 Data 0.001 Err 0.3292 top1 10.938 top5 3.125 | Epoch: [41][531/553] Time 2.436 Data 0.001 Err 0.3860 top1 9.375 top5 2.344 | Epoch: [41][532/553] Time 2.439 Data 0.001 Err 0.3527 top1 10.156 top5 1.562 | Epoch: [41][533/553] Time 2.485 Data 0.004 Err 0.3289 top1 10.156 top5 1.562 | Epoch: [41][534/553] Time 2.441 Data 0.001 Err 0.2121 top1 6.250 top5 0.781 | Epoch: [41][535/553] Time 2.440 Data 0.001 Err 0.3157 top1 8.594 top5 1.562 | Epoch: [41][536/553] Time 2.438 Data 0.000 Err 0.3534 top1 10.938 top5 3.125 | Epoch: [41][537/553] Time 2.473 Data 0.001 Err 0.3324 top1 9.375 top5 2.344 | Epoch: [41][538/553] Time 2.504 Data 0.001 Err 0.3406 top1 10.156 top5 3.906 | Epoch: [41][539/553] Time 2.442 Data 0.001 Err 0.3762 top1 9.375 top5 4.688 | Epoch: [41][540/553] Time 2.446 Data 0.001 Err 0.2388 top1 3.906 top5 1.562 | Epoch: [41][541/553] Time 2.453 Data 0.001 Err 0.2790 top1 9.375 top5 3.125 | Epoch: [41][542/553] Time 2.472 Data 0.001 Err 0.4074 top1 9.375 top5 4.688 | Epoch: [41][543/553] Time 2.435 Data 0.000 Err 0.3249 top1 9.375 top5 3.125 | Epoch: [41][544/553] Time 2.478 Data 0.000 Err 0.3254 top1 5.469 top5 2.344 | Epoch: [41][545/553] Time 2.472 Data 0.000 Err 0.3743 top1 9.375 top5 3.125 | Epoch: [41][546/553] Time 2.440 Data 0.000 Err 0.3291 top1 7.031 top5 3.125 | Epoch: [41][547/553] Time 2.439 Data 0.000 Err 0.3026 top1 7.031 top5 2.344 | Epoch: [41][548/553] Time 2.435 Data 0.000 Err 0.2958 top1 7.812 top5 2.344 | Epoch: [41][549/553] Time 2.444 Data 0.000 Err 0.3626 top1 9.375 top5 3.125 | Epoch: [41][550/553] Time 2.437 Data 0.000 Err 0.4015 top1 10.938 top5 3.906 | Epoch: [41][551/553] Time 2.474 Data 0.001 Err 0.2814 top1 7.812 top5 2.344 | Epoch: [41][552/553] Time 2.452 Data 0.000 Err 0.4486 top1 12.500 top5 3.906 | Epoch: [41][553/553] Time 1.023 Data 0.000 Err 0.2534 top1 6.818 top5 2.273 | Test: [41][1/198] Time 2.586 Data 1.871 top1 12.500 ( 12.500) top5 3.125 ( 3.125) | Test: [41][2/198] Time 0.714 Data 0.001 top1 14.844 ( 13.672) top5 3.125 ( 3.125) | Test: [41][3/198] Time 0.721 Data 0.000 top1 14.062 ( 13.802) top5 2.344 ( 2.865) | Test: [41][4/198] Time 0.718 Data 0.001 top1 15.625 ( 14.258) top5 3.906 ( 3.125) | Test: [41][5/198] Time 0.715 Data 0.001 top1 9.375 ( 13.281) top5 1.562 ( 2.812) | Test: [41][6/198] Time 0.723 Data 0.000 top1 13.281 ( 13.281) top5 1.562 ( 2.604) | Test: [41][7/198] Time 0.717 Data 0.001 top1 14.062 ( 13.393) top5 1.562 ( 2.455) | Test: [41][8/198] Time 0.720 Data 0.001 top1 14.062 ( 13.477) top5 1.562 ( 2.344) | Test: [41][9/198] Time 0.719 Data 0.001 top1 14.844 ( 13.628) top5 4.688 ( 2.604) | Test: [41][10/198] Time 0.718 Data 0.001 top1 19.531 ( 14.219) top5 3.906 ( 2.734) | Test: [41][11/198] Time 0.719 Data 0.001 top1 14.844 ( 14.276) top5 2.344 ( 2.699) | Test: [41][12/198] Time 0.712 Data 0.001 top1 13.281 ( 14.193) top5 1.562 ( 2.604) | Test: [41][13/198] Time 0.716 Data 0.001 top1 10.938 ( 13.942) top5 3.125 ( 2.644) | Test: [41][14/198] Time 0.723 Data 0.001 top1 13.281 ( 13.895) top5 3.125 ( 2.679) | Test: [41][15/198] Time 0.708 Data 0.001 top1 14.844 ( 13.958) top5 3.125 ( 2.708) | Test: [41][16/198] Time 0.720 Data 0.001 top1 14.062 ( 13.965) top5 2.344 ( 2.686) | Test: [41][17/198] Time 0.720 Data 0.001 top1 11.719 ( 13.833) top5 0.000 ( 2.528) | Test: [41][18/198] Time 0.727 Data 0.001 top1 18.750 ( 14.106) top5 2.344 ( 2.517) | Test: [41][19/198] Time 0.711 Data 0.001 top1 14.844 ( 14.145) top5 5.469 ( 2.673) | Test: [41][20/198] Time 0.727 Data 0.001 top1 10.156 ( 13.945) top5 2.344 ( 2.656) | Test: [41][21/198] Time 0.718 Data 0.001 top1 14.844 ( 13.988) top5 4.688 ( 2.753) | Test: [41][22/198] Time 0.719 Data 0.001 top1 13.281 ( 13.956) top5 2.344 ( 2.734) | Test: [41][23/198] Time 0.713 Data 0.001 top1 14.062 ( 13.961) top5 1.562 ( 2.683) | Test: [41][24/198] Time 0.715 Data 0.001 top1 10.156 ( 13.802) top5 0.781 ( 2.604) | Test: [41][25/198] Time 0.732 Data 0.001 top1 16.406 ( 13.906) top5 3.125 ( 2.625) | Test: [41][26/198] Time 0.716 Data 0.001 top1 10.156 ( 13.762) top5 2.344 ( 2.614) | Test: [41][27/198] Time 0.725 Data 0.001 top1 13.281 ( 13.744) top5 2.344 ( 2.604) | Test: [41][28/198] Time 0.721 Data 0.001 top1 9.375 ( 13.588) top5 2.344 ( 2.595) | Test: [41][29/198] Time 0.717 Data 0.001 top1 19.531 ( 13.793) top5 3.906 ( 2.640) | Test: [41][30/198] Time 0.718 Data 0.000 top1 18.750 ( 13.958) top5 4.688 ( 2.708) | Test: [41][31/198] Time 0.718 Data 0.001 top1 14.844 ( 13.987) top5 4.688 ( 2.772) | Test: [41][32/198] Time 0.723 Data 0.001 top1 9.375 ( 13.843) top5 0.781 ( 2.710) | Test: [41][33/198] Time 0.714 Data 0.001 top1 12.500 ( 13.802) top5 3.125 ( 2.723) | Test: [41][34/198] Time 0.716 Data 0.001 top1 10.938 ( 13.718) top5 4.688 ( 2.780) | Test: [41][35/198] Time 0.715 Data 0.001 top1 11.719 ( 13.661) top5 1.562 ( 2.746) | Test: [41][36/198] Time 0.717 Data 0.001 top1 10.938 ( 13.585) top5 1.562 ( 2.713) | Test: [41][37/198] Time 0.724 Data 0.001 top1 17.969 ( 13.704) top5 3.906 ( 2.745) | Test: [41][38/198] Time 0.723 Data 0.001 top1 12.500 ( 13.672) top5 2.344 ( 2.734) | Test: [41][39/198] Time 0.726 Data 0.001 top1 14.844 ( 13.702) top5 0.000 ( 2.664) | Test: [41][40/198] Time 0.726 Data 0.004 top1 16.406 ( 13.770) top5 4.688 ( 2.715) | Test: [41][41/198] Time 0.719 Data 0.001 top1 13.281 ( 13.758) top5 3.125 ( 2.725) | Test: [41][42/198] Time 0.718 Data 0.001 top1 8.594 ( 13.635) top5 2.344 ( 2.716) | Test: [41][43/198] Time 0.719 Data 0.001 top1 7.812 ( 13.499) top5 1.562 ( 2.689) | Test: [41][44/198] Time 0.717 Data 0.001 top1 9.375 ( 13.406) top5 1.562 ( 2.663) | Test: [41][45/198] Time 0.717 Data 0.001 top1 13.281 ( 13.403) top5 0.781 ( 2.622) | Test: [41][46/198] Time 0.713 Data 0.001 top1 11.719 ( 13.366) top5 2.344 ( 2.615) | Test: [41][47/198] Time 0.714 Data 0.001 top1 10.938 ( 13.314) top5 0.781 ( 2.576) | Test: [41][48/198] Time 0.717 Data 0.001 top1 7.812 ( 13.200) top5 0.781 ( 2.539) | Test: [41][49/198] Time 0.720 Data 0.001 top1 11.719 ( 13.170) top5 3.125 ( 2.551) | Test: [41][50/198] Time 0.720 Data 0.001 top1 15.625 ( 13.219) top5 0.781 ( 2.516) | Test: [41][51/198] Time 0.722 Data 0.001 top1 7.812 ( 13.113) top5 0.000 ( 2.466) | Test: [41][52/198] Time 0.720 Data 0.001 top1 13.281 ( 13.116) top5 2.344 ( 2.464) | Test: [41][53/198] Time 0.720 Data 0.001 top1 12.500 ( 13.104) top5 0.000 ( 2.417) | Test: [41][54/198] Time 0.721 Data 0.001 top1 14.844 ( 13.137) top5 1.562 ( 2.402) | Test: [41][55/198] Time 0.718 Data 0.001 top1 15.625 ( 13.182) top5 0.781 ( 2.372) | Test: [41][56/198] Time 0.729 Data 0.001 top1 11.719 ( 13.156) top5 3.125 ( 2.386) | Test: [41][57/198] Time 0.730 Data 0.001 top1 11.719 ( 13.130) top5 2.344 ( 2.385) | Test: [41][58/198] Time 0.724 Data 0.001 top1 14.062 ( 13.147) top5 3.906 ( 2.411) | Test: [41][59/198] Time 0.724 Data 0.001 top1 11.719 ( 13.122) top5 3.125 ( 2.423) | Test: [41][60/198] Time 0.722 Data 0.001 top1 10.938 ( 13.086) top5 0.781 ( 2.396) | Test: [41][61/198] Time 0.731 Data 0.001 top1 17.969 ( 13.166) top5 2.344 ( 2.395) | Test: [41][62/198] Time 0.717 Data 0.001 top1 11.719 ( 13.143) top5 1.562 ( 2.382) | Test: [41][63/198] Time 0.732 Data 0.001 top1 14.062 ( 13.157) top5 3.125 ( 2.393) | Test: [41][64/198] Time 0.732 Data 0.001 top1 16.406 ( 13.208) top5 3.906 ( 2.417) | Test: [41][65/198] Time 0.719 Data 0.001 top1 12.500 ( 13.197) top5 3.125 ( 2.428) | Test: [41][66/198] Time 0.719 Data 0.001 top1 13.281 ( 13.198) top5 3.906 ( 2.450) | Test: [41][67/198] Time 0.722 Data 0.001 top1 14.844 ( 13.223) top5 3.906 ( 2.472) | Test: [41][68/198] Time 0.717 Data 0.001 top1 14.062 ( 13.235) top5 3.906 ( 2.493) | Test: [41][69/198] Time 0.715 Data 0.001 top1 7.812 ( 13.157) top5 2.344 ( 2.491) | Test: [41][70/198] Time 0.721 Data 0.001 top1 15.625 ( 13.192) top5 3.125 ( 2.500) | Test: [41][71/198] Time 0.722 Data 0.001 top1 14.062 ( 13.204) top5 4.688 ( 2.531) | Test: [41][72/198] Time 0.715 Data 0.001 top1 10.156 ( 13.162) top5 0.000 ( 2.496) | Test: [41][73/198] Time 0.715 Data 0.001 top1 14.844 ( 13.185) top5 2.344 ( 2.494) | Test: [41][74/198] Time 0.717 Data 0.001 top1 10.156 ( 13.144) top5 1.562 ( 2.481) | Test: [41][75/198] Time 0.719 Data 0.001 top1 10.938 ( 13.115) top5 1.562 ( 2.469) | Test: [41][76/198] Time 0.713 Data 0.001 top1 10.938 ( 13.086) top5 2.344 ( 2.467) | Test: [41][77/198] Time 0.725 Data 0.001 top1 16.406 ( 13.129) top5 4.688 ( 2.496) | Test: [41][78/198] Time 0.723 Data 0.001 top1 14.844 ( 13.151) top5 4.688 ( 2.524) | Test: [41][79/198] Time 0.718 Data 0.001 top1 9.375 ( 13.103) top5 1.562 ( 2.512) | Test: [41][80/198] Time 0.723 Data 0.001 top1 17.188 ( 13.154) top5 2.344 ( 2.510) | Test: [41][81/198] Time 0.721 Data 0.001 top1 9.375 ( 13.108) top5 3.125 ( 2.517) | Test: [41][82/198] Time 0.718 Data 0.001 top1 11.719 ( 13.091) top5 1.562 ( 2.506) | Test: [41][83/198] Time 0.735 Data 0.001 top1 12.500 ( 13.084) top5 3.906 ( 2.523) | Test: [41][84/198] Time 0.731 Data 0.001 top1 13.281 ( 13.086) top5 3.125 ( 2.530) | Test: [41][85/198] Time 0.729 Data 0.001 top1 16.406 ( 13.125) top5 4.688 ( 2.555) | Test: [41][86/198] Time 0.729 Data 0.001 top1 11.719 ( 13.109) top5 3.906 ( 2.571) | Test: [41][87/198] Time 0.738 Data 0.001 top1 12.500 ( 13.102) top5 3.125 ( 2.577) | Test: [41][88/198] Time 0.729 Data 0.001 top1 11.719 ( 13.086) top5 2.344 ( 2.575) | Test: [41][89/198] Time 0.731 Data 0.001 top1 15.625 ( 13.114) top5 3.906 ( 2.590) | Test: [41][90/198] Time 0.717 Data 0.001 top1 10.938 ( 13.090) top5 3.125 ( 2.595) | Test: [41][91/198] Time 0.722 Data 0.001 top1 18.750 ( 13.152) top5 7.031 ( 2.644) | Test: [41][92/198] Time 0.725 Data 0.001 top1 10.156 ( 13.120) top5 3.125 ( 2.649) | Test: [41][93/198] Time 0.719 Data 0.001 top1 16.406 ( 13.155) top5 3.906 ( 2.663) | Test: [41][94/198] Time 0.716 Data 0.001 top1 16.406 ( 13.190) top5 3.125 ( 2.668) | Test: [41][95/198] Time 0.713 Data 0.001 top1 13.281 ( 13.191) top5 1.562 ( 2.656) | Test: [41][96/198] Time 0.719 Data 0.001 top1 13.281 ( 13.192) top5 3.125 ( 2.661) | Test: [41][97/198] Time 0.712 Data 0.001 top1 10.938 ( 13.168) top5 2.344 ( 2.658) | Test: [41][98/198] Time 0.714 Data 0.001 top1 8.594 ( 13.122) top5 3.125 ( 2.663) | Test: [41][99/198] Time 0.719 Data 0.001 top1 18.750 ( 13.179) top5 3.906 ( 2.675) | Test: [41][100/198] Time 0.723 Data 0.001 top1 12.500 ( 13.172) top5 1.562 ( 2.664) | Test: [41][101/198] Time 0.718 Data 0.001 top1 12.500 ( 13.165) top5 1.562 ( 2.653) | Test: [41][102/198] Time 0.717 Data 0.001 top1 10.156 ( 13.136) top5 4.688 ( 2.673) | Test: [41][103/198] Time 0.718 Data 0.001 top1 11.719 ( 13.122) top5 3.906 ( 2.685) | Test: [41][104/198] Time 0.714 Data 0.001 top1 14.062 ( 13.131) top5 3.906 ( 2.697) | Test: [41][105/198] Time 0.713 Data 0.001 top1 15.625 ( 13.155) top5 2.344 ( 2.693) | Test: [41][106/198] Time 0.724 Data 0.001 top1 9.375 ( 13.119) top5 2.344 ( 2.690) | Test: [41][107/198] Time 0.717 Data 0.001 top1 14.062 ( 13.128) top5 2.344 ( 2.687) | Test: [41][108/198] Time 0.717 Data 0.001 top1 13.281 ( 13.129) top5 4.688 ( 2.705) | Test: [41][109/198] Time 0.726 Data 0.001 top1 14.062 ( 13.138) top5 4.688 ( 2.724) | Test: [41][110/198] Time 0.723 Data 0.005 top1 12.500 ( 13.132) top5 3.906 ( 2.734) | Test: [41][111/198] Time 0.721 Data 0.001 top1 6.250 ( 13.070) top5 0.781 ( 2.717) | Test: [41][112/198] Time 0.719 Data 0.004 top1 18.750 ( 13.121) top5 0.781 ( 2.699) | Test: [41][113/198] Time 0.720 Data 0.001 top1 13.281 ( 13.122) top5 2.344 ( 2.696) | Test: [41][114/198] Time 0.719 Data 0.002 top1 14.062 ( 13.130) top5 1.562 ( 2.686) | Test: [41][115/198] Time 0.720 Data 0.001 top1 16.406 ( 13.159) top5 3.906 ( 2.697) | Test: [41][116/198] Time 0.766 Data 0.004 top1 12.500 ( 13.153) top5 2.344 ( 2.694) | Test: [41][117/198] Time 0.715 Data 0.001 top1 12.500 ( 13.148) top5 3.125 ( 2.698) | Test: [41][118/198] Time 0.717 Data 0.001 top1 14.062 ( 13.155) top5 3.125 ( 2.701) | Test: [41][119/198] Time 0.714 Data 0.001 top1 12.500 ( 13.150) top5 2.344 ( 2.698) | Test: [41][120/198] Time 0.717 Data 0.001 top1 17.188 ( 13.184) top5 1.562 ( 2.689) | Test: [41][121/198] Time 0.722 Data 0.001 top1 11.719 ( 13.171) top5 0.781 ( 2.673) | Test: [41][122/198] Time 0.729 Data 0.001 top1 13.281 ( 13.172) top5 3.125 ( 2.677) | Test: [41][123/198] Time 0.717 Data 0.001 top1 11.719 ( 13.161) top5 1.562 ( 2.668) | Test: [41][124/198] Time 0.719 Data 0.001 top1 12.500 ( 13.155) top5 1.562 ( 2.659) | Test: [41][125/198] Time 0.720 Data 0.001 top1 12.500 ( 13.150) top5 0.781 ( 2.644) | Test: [41][126/198] Time 0.716 Data 0.001 top1 12.500 ( 13.145) top5 0.781 ( 2.629) | Test: [41][127/198] Time 0.716 Data 0.001 top1 8.594 ( 13.109) top5 2.344 ( 2.627) | Test: [41][128/198] Time 0.716 Data 0.001 top1 14.062 ( 13.116) top5 2.344 ( 2.625) | Test: [41][129/198] Time 0.713 Data 0.001 top1 5.469 ( 13.057) top5 0.000 ( 2.604) | Test: [41][130/198] Time 0.716 Data 0.001 top1 10.156 ( 13.035) top5 1.562 ( 2.596) | Test: [41][131/198] Time 0.715 Data 0.001 top1 8.594 ( 13.001) top5 0.781 ( 2.582) | Test: [41][132/198] Time 0.718 Data 0.001 top1 6.250 ( 12.950) top5 0.781 ( 2.569) | Test: [41][133/198] Time 0.724 Data 0.008 top1 5.469 ( 12.894) top5 0.781 ( 2.555) | Test: [41][134/198] Time 0.738 Data 0.001 top1 7.812 ( 12.856) top5 2.344 ( 2.554) | Test: [41][135/198] Time 0.735 Data 0.001 top1 10.938 ( 12.841) top5 1.562 ( 2.546) | Test: [41][136/198] Time 0.731 Data 0.001 top1 14.062 ( 12.850) top5 2.344 ( 2.545) | Test: [41][137/198] Time 0.735 Data 0.001 top1 14.844 ( 12.865) top5 2.344 ( 2.543) | Test: [41][138/198] Time 0.734 Data 0.001 top1 15.625 ( 12.885) top5 1.562 ( 2.536) | Test: [41][139/198] Time 0.735 Data 0.001 top1 20.312 ( 12.938) top5 1.562 ( 2.529) | Test: [41][140/198] Time 0.755 Data 0.001 top1 14.844 ( 12.952) top5 3.906 ( 2.539) | Test: [41][141/198] Time 0.723 Data 0.001 top1 16.406 ( 12.977) top5 4.688 ( 2.554) | Test: [41][142/198] Time 0.728 Data 0.001 top1 19.531 ( 13.023) top5 3.125 ( 2.558) | Test: [41][143/198] Time 0.723 Data 0.001 top1 13.281 ( 13.024) top5 2.344 ( 2.557) | Test: [41][144/198] Time 0.720 Data 0.001 top1 10.938 ( 13.010) top5 1.562 ( 2.550) | Test: [41][145/198] Time 0.723 Data 0.001 top1 11.719 ( 13.001) top5 3.125 ( 2.554) | Test: [41][146/198] Time 0.724 Data 0.001 top1 9.375 ( 12.976) top5 2.344 ( 2.552) | Test: [41][147/198] Time 0.724 Data 0.001 top1 14.844 ( 12.989) top5 3.125 ( 2.556) | Test: [41][148/198] Time 0.716 Data 0.001 top1 12.500 ( 12.986) top5 1.562 ( 2.550) | Test: [41][149/198] Time 0.717 Data 0.001 top1 8.594 ( 12.956) top5 1.562 ( 2.543) | Test: [41][150/198] Time 0.723 Data 0.001 top1 10.938 ( 12.943) top5 3.125 ( 2.547) | Test: [41][151/198] Time 0.718 Data 0.001 top1 13.281 ( 12.945) top5 3.125 ( 2.551) | Test: [41][152/198] Time 0.718 Data 0.001 top1 11.719 ( 12.937) top5 2.344 ( 2.549) | Test: [41][153/198] Time 0.719 Data 0.001 top1 11.719 ( 12.929) top5 3.906 ( 2.558) | Test: [41][154/198] Time 0.715 Data 0.001 top1 11.719 ( 12.921) top5 1.562 ( 2.552) | Test: [41][155/198] Time 0.727 Data 0.001 top1 10.156 ( 12.903) top5 2.344 ( 2.550) | Test: [41][156/198] Time 0.728 Data 0.001 top1 10.156 ( 12.886) top5 0.781 ( 2.539) | Test: [41][157/198] Time 0.725 Data 0.001 top1 7.812 ( 12.853) top5 0.781 ( 2.528) | Test: [41][158/198] Time 0.726 Data 0.001 top1 7.812 ( 12.821) top5 1.562 ( 2.522) | Test: [41][159/198] Time 0.727 Data 0.001 top1 17.969 ( 12.854) top5 6.250 ( 2.545) | Test: [41][160/198] Time 0.728 Data 0.001 top1 14.844 ( 12.866) top5 1.562 ( 2.539) | Test: [41][161/198] Time 0.719 Data 0.001 top1 11.719 ( 12.859) top5 2.344 ( 2.538) | Test: [41][162/198] Time 0.718 Data 0.001 top1 7.812 ( 12.828) top5 2.344 ( 2.537) | Test: [41][163/198] Time 0.723 Data 0.001 top1 13.281 ( 12.831) top5 2.344 ( 2.535) | Test: [41][164/198] Time 0.720 Data 0.001 top1 14.062 ( 12.838) top5 3.125 ( 2.539) | Test: [41][165/198] Time 0.720 Data 0.001 top1 9.375 ( 12.817) top5 4.688 ( 2.552) | Test: [41][166/198] Time 0.723 Data 0.001 top1 17.188 ( 12.844) top5 3.906 ( 2.560) | Test: [41][167/198] Time 0.730 Data 0.001 top1 13.281 ( 12.846) top5 0.781 ( 2.550) | Test: [41][168/198] Time 0.721 Data 0.001 top1 11.719 ( 12.839) top5 0.781 ( 2.539) | Test: [41][169/198] Time 0.726 Data 0.001 top1 13.281 ( 12.842) top5 1.562 ( 2.533) | Test: [41][170/198] Time 0.720 Data 0.001 top1 14.062 ( 12.849) top5 3.125 ( 2.537) | Test: [41][171/198] Time 0.727 Data 0.001 top1 18.750 ( 12.884) top5 0.000 ( 2.522) | Test: [41][172/198] Time 0.735 Data 0.001 top1 10.156 ( 12.868) top5 1.562 ( 2.516) | Test: [41][173/198] Time 0.747 Data 0.001 top1 14.062 ( 12.875) top5 3.125 ( 2.520) | Test: [41][174/198] Time 0.732 Data 0.001 top1 10.156 ( 12.859) top5 4.688 ( 2.532) | Test: [41][175/198] Time 0.736 Data 0.001 top1 14.844 ( 12.871) top5 3.125 ( 2.536) | Test: [41][176/198] Time 0.723 Data 0.001 top1 13.281 ( 12.873) top5 1.562 ( 2.530) | Test: [41][177/198] Time 0.713 Data 0.001 top1 8.594 ( 12.849) top5 1.562 ( 2.525) | Test: [41][178/198] Time 0.713 Data 0.001 top1 8.594 ( 12.825) top5 2.344 ( 2.524) | Test: [41][179/198] Time 0.714 Data 0.001 top1 17.969 ( 12.854) top5 4.688 ( 2.536) | Test: [41][180/198] Time 0.711 Data 0.001 top1 12.500 ( 12.852) top5 3.125 ( 2.539) | Test: [41][181/198] Time 0.721 Data 0.001 top1 15.625 ( 12.867) top5 4.688 ( 2.551) | Test: [41][182/198] Time 0.715 Data 0.001 top1 14.062 ( 12.873) top5 3.906 ( 2.558) | Test: [41][183/198] Time 0.712 Data 0.001 top1 18.750 ( 12.906) top5 7.031 ( 2.583) | Test: [41][184/198] Time 0.712 Data 0.001 top1 10.156 ( 12.891) top5 3.125 ( 2.586) | Test: [41][185/198] Time 0.716 Data 0.001 top1 9.375 ( 12.872) top5 0.781 ( 2.576) | Test: [41][186/198] Time 0.721 Data 0.001 top1 12.500 ( 12.870) top5 1.562 ( 2.571) | Test: [41][187/198] Time 0.723 Data 0.001 top1 10.156 ( 12.855) top5 2.344 ( 2.569) | Test: [41][188/198] Time 0.730 Data 0.000 top1 10.156 ( 12.841) top5 3.125 ( 2.572) | Test: [41][189/198] Time 0.728 Data 0.000 top1 11.719 ( 12.835) top5 2.344 ( 2.571) | Test: [41][190/198] Time 0.729 Data 0.000 top1 10.156 ( 12.821) top5 1.562 ( 2.566) | Test: [41][191/198] Time 0.722 Data 0.000 top1 9.375 ( 12.803) top5 1.562 ( 2.561) | Test: [41][192/198] Time 0.723 Data 0.000 top1 13.281 ( 12.805) top5 2.344 ( 2.559) | Test: [41][193/198] Time 0.721 Data 0.000 top1 10.938 ( 12.795) top5 1.562 ( 2.554) | Test: [41][194/198] Time 0.720 Data 0.000 top1 10.938 ( 12.786) top5 2.344 ( 2.553) | Test: [41][195/198] Time 0.724 Data 0.000 top1 12.500 ( 12.784) top5 1.562 ( 2.548) | Test: [41][196/198] Time 0.261 Data 0.000 top1 14.706 ( 12.794) top5 5.882 ( 2.565) | Test: [41][197/198] Time 0.720 Data 0.000 top1 8.594 ( 12.773) top5 1.562 ( 2.560) | Test: [41][198/198] Time 0.730 Data 0.000 top1 11.719 ( 12.768) top5 2.344 ( 2.559) * Finished epoch # 41 top1: 12.768 top5: 2.559 Epoch 42 => Training epoch # 42 | Epoch: [42][1/553] Time 4.829 Data 2.328 Err 0.3455 top1 8.594 top5 0.781 | Epoch: [42][2/553] Time 2.429 Data 0.001 Err 0.3456 top1 8.594 top5 1.562 | Epoch: [42][3/553] Time 2.429 Data 0.001 Err 0.2541 top1 7.031 top5 0.781 | Epoch: [42][4/553] Time 2.463 Data 0.000 Err 0.3922 top1 8.594 top5 3.906 | Epoch: [42][5/553] Time 2.467 Data 0.001 Err 0.4056 top1 8.594 top5 3.906 | Epoch: [42][6/553] Time 2.457 Data 0.000 Err 0.3486 top1 10.156 top5 0.781 | Epoch: [42][7/553] Time 2.435 Data 0.001 Err 0.3216 top1 7.031 top5 2.344 | Epoch: [42][8/553] Time 2.474 Data 0.001 Err 0.4133 top1 10.938 top5 3.125 | Epoch: [42][9/553] Time 2.438 Data 0.001 Err 0.3208 top1 7.812 top5 0.781 | Epoch: [42][10/553] Time 2.467 Data 0.001 Err 0.3331 top1 8.594 top5 2.344 | Epoch: [42][11/553] Time 2.445 Data 0.001 Err 0.4492 top1 10.938 top5 3.906 | Epoch: [42][12/553] Time 2.470 Data 0.001 Err 0.3059 top1 9.375 top5 0.000 | Epoch: [42][13/553] Time 2.460 Data 0.001 Err 0.2577 top1 7.812 top5 0.781 | Epoch: [42][14/553] Time 2.479 Data 0.001 Err 0.3551 top1 7.812 top5 2.344 | Epoch: [42][15/553] Time 2.429 Data 0.001 Err 0.2990 top1 7.812 top5 1.562 | Epoch: [42][16/553] Time 2.430 Data 0.001 Err 0.2021 top1 6.250 top5 1.562 | Epoch: [42][17/553] Time 2.446 Data 0.001 Err 0.2776 top1 7.031 top5 2.344 | Epoch: [42][18/553] Time 2.456 Data 0.001 Err 0.3563 top1 9.375 top5 3.906 | Epoch: [42][19/553] Time 2.444 Data 0.001 Err 0.4690 top1 10.156 top5 5.469 | Epoch: [42][20/553] Time 2.463 Data 0.001 Err 0.4419 top1 11.719 top5 3.906 | Epoch: [42][21/553] Time 2.516 Data 0.001 Err 0.3907 top1 10.938 top5 4.688 | Epoch: [42][22/553] Time 2.428 Data 0.001 Err 0.4597 top1 10.156 top5 3.906 | Epoch: [42][23/553] Time 2.441 Data 0.001 Err 0.2405 top1 6.250 top5 1.562 | Epoch: [42][24/553] Time 2.472 Data 0.001 Err 0.4916 top1 10.156 top5 5.469 | Epoch: [42][25/553] Time 2.447 Data 0.001 Err 0.4482 top1 12.500 top5 3.906 | Epoch: [42][26/553] Time 2.443 Data 0.001 Err 0.3045 top1 7.031 top5 2.344 | Epoch: [42][27/553] Time 2.444 Data 0.000 Err 0.2397 top1 5.469 top5 1.562 | Epoch: [42][28/553] Time 2.482 Data 0.001 Err 0.2773 top1 6.250 top5 3.125 | Epoch: [42][29/553] Time 2.443 Data 0.001 Err 0.2211 top1 4.688 top5 1.562 | Epoch: [42][30/553] Time 2.436 Data 0.002 Err 0.3029 top1 9.375 top5 2.344 | Epoch: [42][31/553] Time 2.446 Data 0.001 Err 0.3286 top1 9.375 top5 3.906 | Epoch: [42][32/553] Time 2.440 Data 0.001 Err 0.3209 top1 10.156 top5 2.344 | Epoch: [42][33/553] Time 2.472 Data 0.001 Err 0.3580 top1 10.938 top5 2.344 | Epoch: [42][34/553] Time 2.432 Data 0.001 Err 0.2065 top1 7.812 top5 0.781 | Epoch: [42][35/553] Time 2.480 Data 0.001 Err 0.3293 top1 6.250 top5 3.125 | Epoch: [42][36/553] Time 2.439 Data 0.001 Err 0.3281 top1 7.031 top5 3.125 | Epoch: [42][37/553] Time 2.481 Data 0.001 Err 0.3250 top1 11.719 top5 3.125 | Epoch: [42][38/553] Time 2.449 Data 0.001 Err 0.3765 top1 9.375 top5 3.906 | Epoch: [42][39/553] Time 2.442 Data 0.004 Err 0.3107 top1 7.812 top5 1.562 | Epoch: [42][40/553] Time 2.477 Data 0.001 Err 0.2390 top1 6.250 top5 0.781 | Epoch: [42][41/553] Time 2.489 Data 0.000 Err 0.2386 top1 5.469 top5 3.125 | Epoch: [42][42/553] Time 2.494 Data 0.000 Err 0.2515 top1 6.250 top5 1.562 | Epoch: [42][43/553] Time 2.472 Data 0.001 Err 0.2467 top1 7.031 top5 2.344 | Epoch: [42][44/553] Time 2.476 Data 0.000 Err 0.3067 top1 11.719 top5 2.344 | Epoch: [42][45/553] Time 2.445 Data 0.001 Err 0.2750 top1 7.812 top5 2.344 | Epoch: [42][46/553] Time 2.484 Data 0.000 Err 0.3872 top1 11.719 top5 3.125 | Epoch: [42][47/553] Time 2.434 Data 0.001 Err 0.3218 top1 8.594 top5 1.562 | Epoch: [42][48/553] Time 2.480 Data 0.001 Err 0.1987 top1 4.688 top5 0.000 | Epoch: [42][49/553] Time 2.485 Data 0.001 Err 0.3320 top1 8.594 top5 2.344 | Epoch: [42][50/553] Time 2.439 Data 0.001 Err 0.2573 top1 6.250 top5 1.562 | Epoch: [42][51/553] Time 2.453 Data 0.001 Err 0.3459 top1 9.375 top5 3.125 | Epoch: [42][52/553] Time 2.440 Data 0.001 Err 0.2464 top1 5.469 top5 1.562 | Epoch: [42][53/553] Time 2.470 Data 0.001 Err 0.2590 top1 7.812 top5 0.781 | Epoch: [42][54/553] Time 2.442 Data 0.001 Err 0.2816 top1 7.031 top5 1.562 | Epoch: [42][55/553] Time 2.437 Data 0.001 Err 0.3196 top1 7.031 top5 2.344 | Epoch: [42][56/553] Time 2.441 Data 0.001 Err 0.2541 top1 6.250 top5 0.781 | Epoch: [42][57/553] Time 2.439 Data 0.001 Err 0.2098 top1 5.469 top5 1.562 | Epoch: [42][58/553] Time 2.450 Data 0.001 Err 0.3020 top1 8.594 top5 1.562 | Epoch: [42][59/553] Time 2.446 Data 0.001 Err 0.4501 top1 11.719 top5 3.906 | Epoch: [42][60/553] Time 2.443 Data 0.003 Err 0.4016 top1 12.500 top5 2.344 | Epoch: [42][61/553] Time 2.503 Data 0.001 Err 0.2441 top1 6.250 top5 0.781 | Epoch: [42][62/553] Time 2.466 Data 0.001 Err 0.3913 top1 10.156 top5 3.125 | Epoch: [42][63/553] Time 2.451 Data 0.001 Err 0.2614 top1 8.594 top5 2.344 | Epoch: [42][64/553] Time 2.455 Data 0.001 Err 0.4519 top1 10.938 top5 3.906 | Epoch: [42][65/553] Time 2.451 Data 0.001 Err 0.3613 top1 9.375 top5 3.125 | Epoch: [42][66/553] Time 2.442 Data 0.001 Err 0.2405 top1 5.469 top5 0.781 | Epoch: [42][67/553] Time 2.447 Data 0.001 Err 0.3473 top1 9.375 top5 2.344 | Epoch: [42][68/553] Time 2.472 Data 0.001 Err 0.3664 top1 8.594 top5 3.125 | Epoch: [42][69/553] Time 2.474 Data 0.001 Err 0.3930 top1 11.719 top5 2.344 | Epoch: [42][70/553] Time 2.451 Data 0.001 Err 0.4339 top1 12.500 top5 5.469 | Epoch: [42][71/553] Time 2.432 Data 0.001 Err 0.3417 top1 10.938 top5 0.781 | Epoch: [42][72/553] Time 2.434 Data 0.001 Err 0.3061 top1 4.688 top5 3.906 | Epoch: [42][73/553] Time 2.438 Data 0.001 Err 0.3418 top1 9.375 top5 2.344 | Epoch: [42][74/553] Time 2.437 Data 0.001 Err 0.3760 top1 8.594 top5 1.562 | Epoch: [42][75/553] Time 2.439 Data 0.001 Err 0.3265 top1 7.812 top5 3.125 | Epoch: [42][76/553] Time 2.448 Data 0.001 Err 0.3344 top1 7.031 top5 3.125 | Epoch: [42][77/553] Time 2.482 Data 0.001 Err 0.3801 top1 10.156 top5 2.344 | Epoch: [42][78/553] Time 2.435 Data 0.001 Err 0.5500 top1 14.844 top5 4.688 | Epoch: [42][79/553] Time 2.429 Data 0.002 Err 0.1568 top1 2.344 top5 0.000 | Epoch: [42][80/553] Time 2.436 Data 0.001 Err 0.2725 top1 7.031 top5 3.125 | Epoch: [42][81/553] Time 2.466 Data 0.001 Err 0.2354 top1 6.250 top5 2.344 | Epoch: [42][82/553] Time 2.439 Data 0.001 Err 0.3462 top1 10.156 top5 3.125 | Epoch: [42][83/553] Time 2.450 Data 0.001 Err 0.4727 top1 12.500 top5 6.250 | Epoch: [42][84/553] Time 2.462 Data 0.000 Err 0.2148 top1 6.250 top5 1.562 | Epoch: [42][85/553] Time 2.448 Data 0.001 Err 0.2674 top1 10.156 top5 1.562 | Epoch: [42][86/553] Time 2.444 Data 0.001 Err 0.3216 top1 8.594 top5 1.562 | Epoch: [42][87/553] Time 2.438 Data 0.001 Err 0.2979 top1 7.031 top5 3.125 | Epoch: [42][88/553] Time 2.446 Data 0.001 Err 0.3791 top1 8.594 top5 3.906 | Epoch: [42][89/553] Time 2.488 Data 0.001 Err 0.3251 top1 7.812 top5 2.344 | Epoch: [42][90/553] Time 2.526 Data 0.001 Err 0.4440 top1 10.938 top5 3.125 | Epoch: [42][91/553] Time 2.435 Data 0.000 Err 0.3614 top1 9.375 top5 2.344 | Epoch: [42][92/553] Time 2.496 Data 0.000 Err 0.5207 top1 13.281 top5 6.250 | Epoch: [42][93/553] Time 2.477 Data 0.001 Err 0.3215 top1 7.812 top5 2.344 | Epoch: [42][94/553] Time 2.441 Data 0.001 Err 0.2495 top1 8.594 top5 0.781 | Epoch: [42][95/553] Time 2.443 Data 0.001 Err 0.2816 top1 7.031 top5 1.562 | Epoch: [42][96/553] Time 2.447 Data 0.001 Err 0.2459 top1 4.688 top5 1.562 | Epoch: [42][97/553] Time 2.492 Data 0.001 Err 0.3345 top1 9.375 top5 0.000 | Epoch: [42][98/553] Time 2.463 Data 0.004 Err 0.3757 top1 9.375 top5 3.125 | Epoch: [42][99/553] Time 2.493 Data 0.001 Err 0.4218 top1 10.938 top5 4.688 | Epoch: [42][100/553] Time 2.453 Data 0.001 Err 0.4288 top1 10.156 top5 4.688 | Epoch: [42][101/553] Time 2.474 Data 0.001 Err 0.3270 top1 5.469 top5 1.562 | Epoch: [42][102/553] Time 2.501 Data 0.001 Err 0.2510 top1 5.469 top5 0.781 | Epoch: [42][103/553] Time 2.441 Data 0.001 Err 0.3964 top1 10.156 top5 2.344 | Epoch: [42][104/553] Time 2.442 Data 0.001 Err 0.2131 top1 7.031 top5 1.562 | Epoch: [42][105/553] Time 2.436 Data 0.001 Err 0.1759 top1 4.688 top5 0.781 | Epoch: [42][106/553] Time 2.448 Data 0.001 Err 0.2712 top1 7.031 top5 0.781 | Epoch: [42][107/553] Time 2.466 Data 0.001 Err 0.3035 top1 7.031 top5 3.125 | Epoch: [42][108/553] Time 2.447 Data 0.001 Err 0.3070 top1 8.594 top5 1.562 | Epoch: [42][109/553] Time 2.440 Data 0.001 Err 0.2689 top1 7.812 top5 0.781 | Epoch: [42][110/553] Time 2.441 Data 0.001 Err 0.4056 top1 12.500 top5 3.125 | Epoch: [42][111/553] Time 2.469 Data 0.001 Err 0.3289 top1 9.375 top5 1.562 | Epoch: [42][112/553] Time 2.468 Data 0.001 Err 0.3567 top1 9.375 top5 2.344 | Epoch: [42][113/553] Time 2.449 Data 0.001 Err 0.4064 top1 8.594 top5 3.906 | Epoch: [42][114/553] Time 2.505 Data 0.001 Err 0.3636 top1 10.938 top5 1.562 | Epoch: [42][115/553] Time 2.507 Data 0.001 Err 0.4963 top1 12.500 top5 4.688 | Epoch: [42][116/553] Time 2.440 Data 0.001 Err 0.4279 top1 12.500 top5 3.906 | Epoch: [42][117/553] Time 2.443 Data 0.003 Err 0.4962 top1 11.719 top5 4.688 | Epoch: [42][118/553] Time 2.444 Data 0.001 Err 0.2009 top1 4.688 top5 0.781 | Epoch: [42][119/553] Time 2.448 Data 0.001 Err 0.4944 top1 14.844 top5 3.125 | Epoch: [42][120/553] Time 2.436 Data 0.001 Err 0.1697 top1 3.906 top5 0.781 | Epoch: [42][121/553] Time 2.442 Data 0.001 Err 0.3674 top1 10.938 top5 1.562 | Epoch: [42][122/553] Time 2.461 Data 0.000 Err 0.3123 top1 8.594 top5 1.562 | Epoch: [42][123/553] Time 2.476 Data 0.001 Err 0.3740 top1 9.375 top5 3.125 | Epoch: [42][124/553] Time 2.475 Data 0.001 Err 0.3002 top1 5.469 top5 2.344 | Epoch: [42][125/553] Time 2.459 Data 0.001 Err 0.4100 top1 13.281 top5 2.344 | Epoch: [42][126/553] Time 2.448 Data 0.001 Err 0.4527 top1 8.594 top5 4.688 | Epoch: [42][127/553] Time 2.471 Data 0.001 Err 0.4118 top1 10.938 top5 2.344 | Epoch: [42][128/553] Time 2.440 Data 0.001 Err 0.4547 top1 10.938 top5 4.688 | Epoch: [42][129/553] Time 2.443 Data 0.000 Err 0.2634 top1 5.469 top5 1.562 | Epoch: [42][130/553] Time 2.432 Data 0.000 Err 0.3667 top1 11.719 top5 1.562 | Epoch: [42][131/553] Time 2.476 Data 0.000 Err 0.3168 top1 7.812 top5 3.125 | Epoch: [42][132/553] Time 2.476 Data 0.001 Err 0.2123 top1 7.031 top5 0.781 | Epoch: [42][133/553] Time 2.442 Data 0.001 Err 0.1880 top1 3.125 top5 2.344 | Epoch: [42][134/553] Time 2.441 Data 0.001 Err 0.2855 top1 5.469 top5 2.344 | Epoch: [42][135/553] Time 2.437 Data 0.001 Err 0.3205 top1 6.250 top5 1.562 | Epoch: [42][136/553] Time 2.455 Data 0.001 Err 0.3088 top1 11.719 top5 3.125 | Epoch: [42][137/553] Time 2.435 Data 0.001 Err 0.3277 top1 8.594 top5 1.562 | Epoch: [42][138/553] Time 2.435 Data 0.001 Err 0.3885 top1 10.156 top5 3.906 | Epoch: [42][139/553] Time 2.448 Data 0.001 Err 0.2671 top1 6.250 top5 3.125 | Epoch: [42][140/553] Time 2.434 Data 0.001 Err 0.2078 top1 3.906 top5 0.781 | Epoch: [42][141/553] Time 2.432 Data 0.001 Err 0.2865 top1 7.031 top5 2.344 | Epoch: [42][142/553] Time 2.441 Data 0.001 Err 0.2848 top1 7.812 top5 3.125 | Epoch: [42][143/553] Time 2.438 Data 0.001 Err 0.2971 top1 7.812 top5 2.344 | Epoch: [42][144/553] Time 2.440 Data 0.001 Err 0.3942 top1 9.375 top5 3.906 | Epoch: [42][145/553] Time 2.483 Data 0.001 Err 0.3670 top1 7.812 top5 0.781 | Epoch: [42][146/553] Time 2.501 Data 0.001 Err 0.3253 top1 10.156 top5 2.344 | Epoch: [42][147/553] Time 2.432 Data 0.001 Err 0.4122 top1 10.156 top5 1.562 | Epoch: [42][148/553] Time 2.446 Data 0.001 Err 0.3002 top1 6.250 top5 3.125 | Epoch: [42][149/553] Time 2.440 Data 0.001 Err 0.2763 top1 7.031 top5 1.562 | Epoch: [42][150/553] Time 2.477 Data 0.000 Err 0.2153 top1 4.688 top5 2.344 | Epoch: [42][151/553] Time 2.480 Data 0.001 Err 0.4960 top1 9.375 top5 7.031 | Epoch: [42][152/553] Time 2.440 Data 0.001 Err 0.2232 top1 3.906 top5 1.562 | Epoch: [42][153/553] Time 2.445 Data 0.001 Err 0.2890 top1 9.375 top5 0.000 | Epoch: [42][154/553] Time 2.441 Data 0.001 Err 0.3907 top1 10.938 top5 4.688 | Epoch: [42][155/553] Time 2.440 Data 0.003 Err 0.3482 top1 10.156 top5 2.344 | Epoch: [42][156/553] Time 2.440 Data 0.000 Err 0.3503 top1 10.938 top5 3.125 | Epoch: [42][157/553] Time 2.433 Data 0.001 Err 0.3194 top1 7.812 top5 2.344 | Epoch: [42][158/553] Time 2.440 Data 0.000 Err 0.3227 top1 8.594 top5 1.562 | Epoch: [42][159/553] Time 2.481 Data 0.001 Err 0.3225 top1 10.156 top5 1.562 | Epoch: [42][160/553] Time 2.437 Data 0.000 Err 0.2744 top1 8.594 top5 1.562 | Epoch: [42][161/553] Time 2.445 Data 0.001 Err 0.3638 top1 9.375 top5 2.344 | Epoch: [42][162/553] Time 2.445 Data 0.001 Err 0.3551 top1 10.156 top5 0.781 | Epoch: [42][163/553] Time 2.474 Data 0.001 Err 0.2670 top1 6.250 top5 2.344 | Epoch: [42][164/553] Time 2.446 Data 0.001 Err 0.4125 top1 9.375 top5 3.125 | Epoch: [42][165/553] Time 2.447 Data 0.001 Err 0.3319 top1 9.375 top5 3.906 | Epoch: [42][166/553] Time 2.433 Data 0.001 Err 0.3538 top1 8.594 top5 2.344 | Epoch: [42][167/553] Time 2.474 Data 0.001 Err 0.3060 top1 10.938 top5 1.562 | Epoch: [42][168/553] Time 2.446 Data 0.001 Err 0.2457 top1 5.469 top5 1.562 | Epoch: [42][169/553] Time 2.477 Data 0.000 Err 0.3917 top1 10.156 top5 3.906 | Epoch: [42][170/553] Time 2.444 Data 0.001 Err 0.2616 top1 6.250 top5 1.562 | Epoch: [42][171/553] Time 2.434 Data 0.001 Err 0.2066 top1 7.812 top5 0.000 | Epoch: [42][172/553] Time 2.498 Data 0.001 Err 0.1904 top1 5.469 top5 0.781 | Epoch: [42][173/553] Time 2.449 Data 0.001 Err 0.3322 top1 9.375 top5 3.125 | Epoch: [42][174/553] Time 2.458 Data 0.004 Err 0.2568 top1 7.812 top5 0.781 | Epoch: [42][175/553] Time 2.479 Data 0.001 Err 0.4105 top1 10.938 top5 2.344 | Epoch: [42][176/553] Time 2.440 Data 0.001 Err 0.3122 top1 5.469 top5 1.562 | Epoch: [42][177/553] Time 2.466 Data 0.001 Err 0.4448 top1 11.719 top5 2.344 | Epoch: [42][178/553] Time 2.439 Data 0.001 Err 0.4138 top1 10.938 top5 3.906 | Epoch: [42][179/553] Time 2.477 Data 0.001 Err 0.2399 top1 7.031 top5 1.562 | Epoch: [42][180/553] Time 2.480 Data 0.001 Err 0.3138 top1 8.594 top5 3.125 | Epoch: [42][181/553] Time 2.439 Data 0.001 Err 0.3220 top1 5.469 top5 3.125 | Epoch: [42][182/553] Time 2.504 Data 0.001 Err 0.3526 top1 8.594 top5 3.125 | Epoch: [42][183/553] Time 2.478 Data 0.001 Err 0.2491 top1 7.031 top5 1.562 | Epoch: [42][184/553] Time 2.453 Data 0.001 Err 0.3663 top1 10.938 top5 3.906 | Epoch: [42][185/553] Time 2.432 Data 0.001 Err 0.2292 top1 7.031 top5 1.562 | Epoch: [42][186/553] Time 2.439 Data 0.001 Err 0.3416 top1 9.375 top5 2.344 | Epoch: [42][187/553] Time 2.458 Data 0.001 Err 0.2158 top1 4.688 top5 0.781 | Epoch: [42][188/553] Time 2.503 Data 0.001 Err 0.3283 top1 7.812 top5 2.344 | Epoch: [42][189/553] Time 2.461 Data 0.001 Err 0.4141 top1 10.938 top5 3.125 | Epoch: [42][190/553] Time 2.444 Data 0.001 Err 0.1087 top1 0.781 top5 0.000 | Epoch: [42][191/553] Time 2.510 Data 0.001 Err 0.3451 top1 9.375 top5 2.344 | Epoch: [42][192/553] Time 2.446 Data 0.001 Err 0.2067 top1 4.688 top5 0.000 | Epoch: [42][193/553] Time 2.434 Data 0.002 Err 0.2900 top1 5.469 top5 2.344 | Epoch: [42][194/553] Time 2.478 Data 0.000 Err 0.3020 top1 9.375 top5 2.344 | Epoch: [42][195/553] Time 2.439 Data 0.001 Err 0.3965 top1 10.156 top5 3.125 | Epoch: [42][196/553] Time 2.450 Data 0.000 Err 0.4081 top1 7.812 top5 4.688 | Epoch: [42][197/553] Time 2.518 Data 0.001 Err 0.4008 top1 9.375 top5 2.344 | Epoch: [42][198/553] Time 2.454 Data 0.000 Err 0.2691 top1 5.469 top5 1.562 | Epoch: [42][199/553] Time 2.454 Data 0.001 Err 0.3067 top1 8.594 top5 0.000 | Epoch: [42][200/553] Time 2.488 Data 0.001 Err 0.2916 top1 7.031 top5 1.562 | Epoch: [42][201/553] Time 2.468 Data 0.001 Err 0.4040 top1 10.938 top5 3.125 | Epoch: [42][202/553] Time 2.440 Data 0.001 Err 0.2986 top1 8.594 top5 2.344 | Epoch: [42][203/553] Time 2.450 Data 0.001 Err 0.2952 top1 7.812 top5 2.344 | Epoch: [42][204/553] Time 2.441 Data 0.001 Err 0.3211 top1 8.594 top5 3.125 | Epoch: [42][205/553] Time 2.434 Data 0.001 Err 0.3640 top1 7.031 top5 3.125 | Epoch: [42][206/553] Time 2.444 Data 0.001 Err 0.2227 top1 5.469 top5 1.562 | Epoch: [42][207/553] Time 2.440 Data 0.000 Err 0.3032 top1 12.500 top5 0.781 | Epoch: [42][208/553] Time 2.434 Data 0.001 Err 0.2988 top1 7.812 top5 2.344 | Epoch: [42][209/553] Time 2.446 Data 0.001 Err 0.4013 top1 8.594 top5 2.344 | Epoch: [42][210/553] Time 2.452 Data 0.001 Err 0.2986 top1 7.031 top5 3.125 | Epoch: [42][211/553] Time 2.468 Data 0.001 Err 0.2700 top1 6.250 top5 2.344 | Epoch: [42][212/553] Time 2.471 Data 0.001 Err 0.3096 top1 7.031 top5 3.125 | Epoch: [42][213/553] Time 2.438 Data 0.001 Err 0.3588 top1 7.031 top5 4.688 | Epoch: [42][214/553] Time 2.440 Data 0.001 Err 0.3432 top1 10.156 top5 2.344 | Epoch: [42][215/553] Time 2.436 Data 0.000 Err 0.1755 top1 2.344 top5 0.781 | Epoch: [42][216/553] Time 2.439 Data 0.001 Err 0.4379 top1 10.938 top5 3.906 | Epoch: [42][217/553] Time 2.446 Data 0.001 Err 0.2976 top1 7.812 top5 2.344 | Epoch: [42][218/553] Time 2.436 Data 0.001 Err 0.3012 top1 7.812 top5 2.344 | Epoch: [42][219/553] Time 2.441 Data 0.001 Err 0.2352 top1 5.469 top5 1.562 | Epoch: [42][220/553] Time 2.492 Data 0.001 Err 0.2659 top1 7.031 top5 3.125 | Epoch: [42][221/553] Time 2.507 Data 0.001 Err 0.3050 top1 8.594 top5 0.781 | Epoch: [42][222/553] Time 2.456 Data 0.001 Err 0.3362 top1 10.156 top5 3.906 | Epoch: [42][223/553] Time 2.467 Data 0.001 Err 0.3698 top1 9.375 top5 2.344 | Epoch: [42][224/553] Time 2.453 Data 0.001 Err 0.3129 top1 7.812 top5 1.562 | Epoch: [42][225/553] Time 2.453 Data 0.001 Err 0.3102 top1 7.812 top5 2.344 | Epoch: [42][226/553] Time 2.450 Data 0.000 Err 0.2305 top1 6.250 top5 0.781 | Epoch: [42][227/553] Time 2.439 Data 0.001 Err 0.2027 top1 5.469 top5 0.781 | Epoch: [42][228/553] Time 2.437 Data 0.001 Err 0.4057 top1 13.281 top5 3.906 | Epoch: [42][229/553] Time 2.451 Data 0.001 Err 0.4112 top1 11.719 top5 3.125 | Epoch: [42][230/553] Time 2.437 Data 0.001 Err 0.2635 top1 7.812 top5 0.781 | Epoch: [42][231/553] Time 2.437 Data 0.004 Err 0.3733 top1 10.156 top5 2.344 | Epoch: [42][232/553] Time 2.436 Data 0.001 Err 0.2990 top1 7.031 top5 2.344 | Epoch: [42][233/553] Time 2.441 Data 0.001 Err 0.4061 top1 9.375 top5 3.125 | Epoch: [42][234/553] Time 2.455 Data 0.001 Err 0.4192 top1 11.719 top5 4.688 | Epoch: [42][235/553] Time 2.438 Data 0.001 Err 0.2929 top1 7.031 top5 3.125 | Epoch: [42][236/553] Time 2.479 Data 0.000 Err 0.3026 top1 7.812 top5 3.125 | Epoch: [42][237/553] Time 2.429 Data 0.001 Err 0.2621 top1 7.031 top5 3.125 | Epoch: [42][238/553] Time 2.432 Data 0.001 Err 0.5551 top1 17.188 top5 4.688 | Epoch: [42][239/553] Time 2.442 Data 0.001 Err 0.2839 top1 6.250 top5 2.344 | Epoch: [42][240/553] Time 2.439 Data 0.001 Err 0.4120 top1 10.156 top5 3.125 | Epoch: [42][241/553] Time 2.446 Data 0.001 Err 0.1837 top1 3.906 top5 0.000 | Epoch: [42][242/553] Time 2.437 Data 0.001 Err 0.2125 top1 4.688 top5 0.781 | Epoch: [42][243/553] Time 2.439 Data 0.001 Err 0.3411 top1 8.594 top5 3.125 | Epoch: [42][244/553] Time 2.445 Data 0.001 Err 0.2259 top1 3.906 top5 0.781 | Epoch: [42][245/553] Time 2.437 Data 0.000 Err 0.3842 top1 10.156 top5 3.125 | Epoch: [42][246/553] Time 2.476 Data 0.001 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [42][247/553] Time 2.437 Data 0.001 Err 0.3642 top1 10.938 top5 3.906 | Epoch: [42][248/553] Time 2.470 Data 0.001 Err 0.3360 top1 7.812 top5 2.344 | Epoch: [42][249/553] Time 2.446 Data 0.001 Err 0.5107 top1 12.500 top5 3.125 | Epoch: [42][250/553] Time 2.479 Data 0.001 Err 0.2650 top1 6.250 top5 1.562 | Epoch: [42][251/553] Time 2.441 Data 0.001 Err 0.3288 top1 10.156 top5 2.344 | Epoch: [42][252/553] Time 2.441 Data 0.001 Err 0.2566 top1 4.688 top5 1.562 | Epoch: [42][253/553] Time 2.431 Data 0.001 Err 0.4025 top1 10.156 top5 3.906 | Epoch: [42][254/553] Time 2.439 Data 0.001 Err 0.1406 top1 3.906 top5 0.781 | Epoch: [42][255/553] Time 2.438 Data 0.001 Err 0.3384 top1 8.594 top5 4.688 | Epoch: [42][256/553] Time 2.437 Data 0.001 Err 0.2786 top1 5.469 top5 1.562 | Epoch: [42][257/553] Time 2.447 Data 0.001 Err 0.3560 top1 10.938 top5 1.562 | Epoch: [42][258/553] Time 2.440 Data 0.001 Err 0.2923 top1 5.469 top5 3.125 | Epoch: [42][259/553] Time 2.445 Data 0.001 Err 0.2222 top1 7.031 top5 1.562 | Epoch: [42][260/553] Time 2.449 Data 0.001 Err 0.2230 top1 7.812 top5 0.000 | Epoch: [42][261/553] Time 2.454 Data 0.001 Err 0.1969 top1 7.031 top5 0.781 | Epoch: [42][262/553] Time 2.441 Data 0.001 Err 0.3848 top1 9.375 top5 4.688 | Epoch: [42][263/553] Time 2.437 Data 0.001 Err 0.3303 top1 8.594 top5 3.906 | Epoch: [42][264/553] Time 2.490 Data 0.000 Err 0.4649 top1 13.281 top5 4.688 | Epoch: [42][265/553] Time 2.517 Data 0.001 Err 0.2802 top1 6.250 top5 2.344 | Epoch: [42][266/553] Time 2.483 Data 0.001 Err 0.3551 top1 11.719 top5 2.344 | Epoch: [42][267/553] Time 2.450 Data 0.001 Err 0.3788 top1 10.156 top5 3.906 | Epoch: [42][268/553] Time 2.446 Data 0.001 Err 0.2946 top1 7.812 top5 0.781 | Epoch: [42][269/553] Time 2.441 Data 0.004 Err 0.4462 top1 10.938 top5 3.906 | Epoch: [42][270/553] Time 2.438 Data 0.001 Err 0.2025 top1 4.688 top5 1.562 | Epoch: [42][271/553] Time 2.435 Data 0.001 Err 0.4387 top1 12.500 top5 4.688 | Epoch: [42][272/553] Time 2.442 Data 0.000 Err 0.3056 top1 8.594 top5 2.344 | Epoch: [42][273/553] Time 2.441 Data 0.001 Err 0.2990 top1 6.250 top5 2.344 | Epoch: [42][274/553] Time 2.446 Data 0.000 Err 0.4657 top1 11.719 top5 4.688 | Epoch: [42][275/553] Time 2.433 Data 0.001 Err 0.3998 top1 9.375 top5 3.906 | Epoch: [42][276/553] Time 2.442 Data 0.001 Err 0.4502 top1 10.156 top5 3.125 | Epoch: [42][277/553] Time 2.440 Data 0.001 Err 0.3575 top1 9.375 top5 3.125 | Epoch: [42][278/553] Time 2.438 Data 0.001 Err 0.2051 top1 4.688 top5 1.562 | Epoch: [42][279/553] Time 2.483 Data 0.001 Err 0.2007 top1 5.469 top5 1.562 | Epoch: [42][280/553] Time 2.436 Data 0.001 Err 0.3332 top1 10.156 top5 1.562 | Epoch: [42][281/553] Time 2.439 Data 0.000 Err 0.1697 top1 1.562 top5 0.781 | Epoch: [42][282/553] Time 2.432 Data 0.001 Err 0.3584 top1 8.594 top5 2.344 | Epoch: [42][283/553] Time 2.433 Data 0.000 Err 0.2955 top1 9.375 top5 0.781 | Epoch: [42][284/553] Time 2.441 Data 0.001 Err 0.3448 top1 7.812 top5 1.562 | Epoch: [42][285/553] Time 2.481 Data 0.001 Err 0.3136 top1 10.156 top5 3.125 | Epoch: [42][286/553] Time 2.515 Data 0.001 Err 0.2353 top1 8.594 top5 0.000 | Epoch: [42][287/553] Time 2.434 Data 0.001 Err 0.3698 top1 8.594 top5 3.125 | Epoch: [42][288/553] Time 2.499 Data 0.004 Err 0.2529 top1 7.031 top5 1.562 | Epoch: [42][289/553] Time 2.438 Data 0.001 Err 0.4541 top1 10.156 top5 1.562 | Epoch: [42][290/553] Time 2.434 Data 0.001 Err 0.2875 top1 8.594 top5 3.125 | Epoch: [42][291/553] Time 2.440 Data 0.001 Err 0.3452 top1 10.156 top5 3.125 | Epoch: [42][292/553] Time 2.444 Data 0.001 Err 0.2930 top1 7.031 top5 1.562 | Epoch: [42][293/553] Time 2.434 Data 0.001 Err 0.3830 top1 10.156 top5 3.125 | Epoch: [42][294/553] Time 2.444 Data 0.001 Err 0.2503 top1 7.812 top5 0.781 | Epoch: [42][295/553] Time 2.438 Data 0.001 Err 0.4636 top1 12.500 top5 2.344 | Epoch: [42][296/553] Time 2.436 Data 0.001 Err 0.3347 top1 10.156 top5 2.344 | Epoch: [42][297/553] Time 2.446 Data 0.001 Err 0.4057 top1 8.594 top5 4.688 | Epoch: [42][298/553] Time 2.479 Data 0.001 Err 0.4009 top1 9.375 top5 3.906 | Epoch: [42][299/553] Time 2.432 Data 0.001 Err 0.3013 top1 10.156 top5 1.562 | Epoch: [42][300/553] Time 2.479 Data 0.001 Err 0.2074 top1 4.688 top5 0.781 | Epoch: [42][301/553] Time 2.464 Data 0.001 Err 0.2612 top1 6.250 top5 0.781 | Epoch: [42][302/553] Time 2.452 Data 0.000 Err 0.2780 top1 7.031 top5 1.562 | Epoch: [42][303/553] Time 2.441 Data 0.001 Err 0.2977 top1 8.594 top5 2.344 | Epoch: [42][304/553] Time 2.443 Data 0.001 Err 0.4728 top1 13.281 top5 3.906 | Epoch: [42][305/553] Time 2.485 Data 0.001 Err 0.2734 top1 7.812 top5 2.344 | Epoch: [42][306/553] Time 2.439 Data 0.001 Err 0.2767 top1 7.812 top5 0.781 | Epoch: [42][307/553] Time 2.444 Data 0.004 Err 0.2507 top1 7.812 top5 2.344 | Epoch: [42][308/553] Time 2.439 Data 0.001 Err 0.2298 top1 6.250 top5 1.562 | Epoch: [42][309/553] Time 2.437 Data 0.001 Err 0.2823 top1 8.594 top5 2.344 | Epoch: [42][310/553] Time 2.439 Data 0.000 Err 0.3704 top1 9.375 top5 3.125 | Epoch: [42][311/553] Time 2.435 Data 0.001 Err 0.2957 top1 6.250 top5 3.125 | Epoch: [42][312/553] Time 2.443 Data 0.001 Err 0.4001 top1 10.938 top5 3.125 | Epoch: [42][313/553] Time 2.439 Data 0.001 Err 0.3132 top1 8.594 top5 0.781 | Epoch: [42][314/553] Time 2.448 Data 0.001 Err 0.2174 top1 5.469 top5 2.344 | Epoch: [42][315/553] Time 2.438 Data 0.001 Err 0.3143 top1 10.156 top5 1.562 | Epoch: [42][316/553] Time 2.438 Data 0.001 Err 0.3836 top1 14.062 top5 0.781 | Epoch: [42][317/553] Time 2.485 Data 0.001 Err 0.4249 top1 10.156 top5 3.906 | Epoch: [42][318/553] Time 2.438 Data 0.001 Err 0.3507 top1 11.719 top5 2.344 | Epoch: [42][319/553] Time 2.437 Data 0.001 Err 0.4158 top1 10.938 top5 5.469 | Epoch: [42][320/553] Time 2.445 Data 0.001 Err 0.2824 top1 7.812 top5 2.344 | Epoch: [42][321/553] Time 2.443 Data 0.000 Err 0.3287 top1 9.375 top5 1.562 | Epoch: [42][322/553] Time 2.441 Data 0.001 Err 0.3162 top1 8.594 top5 1.562 | Epoch: [42][323/553] Time 2.437 Data 0.001 Err 0.1877 top1 4.688 top5 0.000 | Epoch: [42][324/553] Time 2.445 Data 0.001 Err 0.3920 top1 9.375 top5 3.125 | Epoch: [42][325/553] Time 2.450 Data 0.001 Err 0.4680 top1 11.719 top5 4.688 | Epoch: [42][326/553] Time 2.508 Data 0.004 Err 0.3498 top1 10.938 top5 3.906 | Epoch: [42][327/553] Time 2.432 Data 0.001 Err 0.5608 top1 14.844 top5 6.250 | Epoch: [42][328/553] Time 2.438 Data 0.001 Err 0.3312 top1 8.594 top5 3.125 | Epoch: [42][329/553] Time 2.434 Data 0.000 Err 0.3072 top1 8.594 top5 3.125 | Epoch: [42][330/553] Time 2.459 Data 0.001 Err 0.2417 top1 6.250 top5 0.781 | Epoch: [42][331/553] Time 2.478 Data 0.001 Err 0.2566 top1 5.469 top5 0.781 | Epoch: [42][332/553] Time 2.433 Data 0.001 Err 0.3727 top1 10.156 top5 3.906 | Epoch: [42][333/553] Time 2.442 Data 0.001 Err 0.2220 top1 5.469 top5 0.000 | Epoch: [42][334/553] Time 2.465 Data 0.001 Err 0.3155 top1 8.594 top5 2.344 | Epoch: [42][335/553] Time 2.462 Data 0.001 Err 0.2233 top1 5.469 top5 0.781 | Epoch: [42][336/553] Time 2.442 Data 0.001 Err 0.3166 top1 9.375 top5 3.125 | Epoch: [42][337/553] Time 2.442 Data 0.001 Err 0.3645 top1 11.719 top5 2.344 | Epoch: [42][338/553] Time 2.469 Data 0.001 Err 0.3942 top1 8.594 top5 3.125 | Epoch: [42][339/553] Time 2.462 Data 0.001 Err 0.3287 top1 7.031 top5 2.344 | Epoch: [42][340/553] Time 2.448 Data 0.000 Err 0.2045 top1 4.688 top5 2.344 | Epoch: [42][341/553] Time 2.443 Data 0.001 Err 0.2164 top1 6.250 top5 1.562 | Epoch: [42][342/553] Time 2.452 Data 0.001 Err 0.2950 top1 7.812 top5 2.344 | Epoch: [42][343/553] Time 2.442 Data 0.001 Err 0.2972 top1 8.594 top5 2.344 | Epoch: [42][344/553] Time 2.443 Data 0.001 Err 0.4435 top1 10.938 top5 4.688 | Epoch: [42][345/553] Time 2.437 Data 0.001 Err 0.3080 top1 8.594 top5 2.344 | Epoch: [42][346/553] Time 2.438 Data 0.001 Err 0.2903 top1 10.156 top5 1.562 | Epoch: [42][347/553] Time 2.483 Data 0.001 Err 0.3467 top1 10.156 top5 2.344 | Epoch: [42][348/553] Time 2.435 Data 0.000 Err 0.3553 top1 9.375 top5 0.781 | Epoch: [42][349/553] Time 2.452 Data 0.001 Err 0.2367 top1 7.031 top5 0.781 | Epoch: [42][350/553] Time 2.436 Data 0.000 Err 0.3384 top1 9.375 top5 1.562 | Epoch: [42][351/553] Time 2.437 Data 0.001 Err 0.3309 top1 8.594 top5 3.125 | Epoch: [42][352/553] Time 2.439 Data 0.001 Err 0.2811 top1 8.594 top5 1.562 | Epoch: [42][353/553] Time 2.435 Data 0.001 Err 0.2174 top1 7.031 top5 0.000 | Epoch: [42][354/553] Time 2.444 Data 0.001 Err 0.2137 top1 4.688 top5 1.562 | Epoch: [42][355/553] Time 2.439 Data 0.001 Err 0.3882 top1 10.156 top5 5.469 | Epoch: [42][356/553] Time 2.436 Data 0.001 Err 0.5464 top1 14.844 top5 5.469 | Epoch: [42][357/553] Time 2.438 Data 0.000 Err 0.1772 top1 3.906 top5 0.781 | Epoch: [42][358/553] Time 2.436 Data 0.001 Err 0.2514 top1 7.812 top5 1.562 | Epoch: [42][359/553] Time 2.437 Data 0.001 Err 0.3436 top1 8.594 top5 3.125 | Epoch: [42][360/553] Time 2.443 Data 0.001 Err 0.4260 top1 14.062 top5 3.125 | Epoch: [42][361/553] Time 2.483 Data 0.001 Err 0.1860 top1 4.688 top5 0.000 | Epoch: [42][362/553] Time 2.487 Data 0.001 Err 0.2825 top1 9.375 top5 0.000 | Epoch: [42][363/553] Time 2.445 Data 0.001 Err 0.3751 top1 9.375 top5 3.125 | Epoch: [42][364/553] Time 2.477 Data 0.001 Err 0.3507 top1 7.812 top5 1.562 | Epoch: [42][365/553] Time 2.444 Data 0.000 Err 0.3373 top1 10.156 top5 1.562 | Epoch: [42][366/553] Time 2.434 Data 0.001 Err 0.4215 top1 10.156 top5 5.469 | Epoch: [42][367/553] Time 2.450 Data 0.001 Err 0.4268 top1 14.062 top5 3.906 | Epoch: [42][368/553] Time 2.443 Data 0.001 Err 0.1427 top1 4.688 top5 0.000 | Epoch: [42][369/553] Time 2.437 Data 0.001 Err 0.4106 top1 9.375 top5 3.125 | Epoch: [42][370/553] Time 2.449 Data 0.001 Err 0.3251 top1 9.375 top5 2.344 | Epoch: [42][371/553] Time 2.460 Data 0.001 Err 0.3936 top1 10.156 top5 3.906 | Epoch: [42][372/553] Time 2.438 Data 0.001 Err 0.3967 top1 10.156 top5 4.688 | Epoch: [42][373/553] Time 2.456 Data 0.001 Err 0.3921 top1 9.375 top5 3.906 | Epoch: [42][374/553] Time 2.446 Data 0.001 Err 0.2929 top1 7.812 top5 1.562 | Epoch: [42][375/553] Time 2.461 Data 0.001 Err 0.2623 top1 8.594 top5 2.344 | Epoch: [42][376/553] Time 2.438 Data 0.001 Err 0.3562 top1 7.812 top5 1.562 | Epoch: [42][377/553] Time 2.436 Data 0.001 Err 0.3045 top1 9.375 top5 2.344 | Epoch: [42][378/553] Time 2.446 Data 0.000 Err 0.4088 top1 10.156 top5 3.125 | Epoch: [42][379/553] Time 2.434 Data 0.001 Err 0.4221 top1 11.719 top5 2.344 | Epoch: [42][380/553] Time 2.440 Data 0.001 Err 0.3560 top1 10.156 top5 2.344 | Epoch: [42][381/553] Time 2.470 Data 0.001 Err 0.3883 top1 10.156 top5 3.125 | Epoch: [42][382/553] Time 2.444 Data 0.001 Err 0.3651 top1 8.594 top5 4.688 | Epoch: [42][383/553] Time 2.490 Data 0.003 Err 0.3062 top1 6.250 top5 2.344 | Epoch: [42][384/553] Time 2.439 Data 0.001 Err 0.2413 top1 7.031 top5 0.781 | Epoch: [42][385/553] Time 2.439 Data 0.001 Err 0.1860 top1 5.469 top5 0.781 | Epoch: [42][386/553] Time 2.441 Data 0.001 Err 0.3201 top1 10.156 top5 1.562 | Epoch: [42][387/553] Time 2.438 Data 0.001 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [42][388/553] Time 2.436 Data 0.001 Err 0.4164 top1 11.719 top5 3.906 | Epoch: [42][389/553] Time 2.478 Data 0.001 Err 0.3687 top1 10.938 top5 1.562 | Epoch: [42][390/553] Time 2.436 Data 0.001 Err 0.3751 top1 9.375 top5 3.125 | Epoch: [42][391/553] Time 2.446 Data 0.001 Err 0.4040 top1 14.062 top5 0.781 | Epoch: [42][392/553] Time 2.447 Data 0.001 Err 0.3263 top1 9.375 top5 2.344 | Epoch: [42][393/553] Time 2.439 Data 0.001 Err 0.2923 top1 6.250 top5 3.125 | Epoch: [42][394/553] Time 2.440 Data 0.001 Err 0.1725 top1 5.469 top5 0.000 | Epoch: [42][395/553] Time 2.475 Data 0.001 Err 0.2275 top1 4.688 top5 1.562 | Epoch: [42][396/553] Time 2.451 Data 0.001 Err 0.3458 top1 11.719 top5 2.344 | Epoch: [42][397/553] Time 2.522 Data 0.000 Err 0.2638 top1 7.812 top5 1.562 | Epoch: [42][398/553] Time 2.466 Data 0.001 Err 0.4969 top1 12.500 top5 5.469 | Epoch: [42][399/553] Time 2.444 Data 0.001 Err 0.3921 top1 10.938 top5 3.906 | Epoch: [42][400/553] Time 2.463 Data 0.001 Err 0.2168 top1 7.031 top5 1.562 | Epoch: [42][401/553] Time 2.445 Data 0.001 Err 0.5086 top1 17.188 top5 3.906 | Epoch: [42][402/553] Time 2.440 Data 0.002 Err 0.4589 top1 11.719 top5 5.469 | Epoch: [42][403/553] Time 2.435 Data 0.001 Err 0.3384 top1 8.594 top5 1.562 | Epoch: [42][404/553] Time 2.461 Data 0.001 Err 0.3283 top1 6.250 top5 3.125 | Epoch: [42][405/553] Time 2.432 Data 0.000 Err 0.2689 top1 9.375 top5 0.781 | Epoch: [42][406/553] Time 2.437 Data 0.001 Err 0.2941 top1 5.469 top5 3.125 | Epoch: [42][407/553] Time 2.474 Data 0.000 Err 0.3397 top1 10.156 top5 3.125 | Epoch: [42][408/553] Time 2.435 Data 0.001 Err 0.2851 top1 6.250 top5 3.125 | Epoch: [42][409/553] Time 2.442 Data 0.001 Err 0.4093 top1 12.500 top5 1.562 | Epoch: [42][410/553] Time 2.475 Data 0.001 Err 0.2651 top1 10.156 top5 0.781 | Epoch: [42][411/553] Time 2.475 Data 0.001 Err 0.4086 top1 11.719 top5 3.125 | Epoch: [42][412/553] Time 2.441 Data 0.001 Err 0.6130 top1 14.062 top5 7.812 | Epoch: [42][413/553] Time 2.472 Data 0.001 Err 0.4481 top1 12.500 top5 3.906 | Epoch: [42][414/553] Time 2.431 Data 0.001 Err 0.2776 top1 7.031 top5 1.562 | Epoch: [42][415/553] Time 2.439 Data 0.001 Err 0.2725 top1 7.812 top5 0.781 | Epoch: [42][416/553] Time 2.441 Data 0.001 Err 0.2842 top1 9.375 top5 1.562 | Epoch: [42][417/553] Time 2.477 Data 0.001 Err 0.3433 top1 10.938 top5 1.562 | Epoch: [42][418/553] Time 2.469 Data 0.001 Err 0.3985 top1 9.375 top5 3.125 | Epoch: [42][419/553] Time 2.479 Data 0.001 Err 0.2205 top1 5.469 top5 0.781 | Epoch: [42][420/553] Time 2.438 Data 0.001 Err 0.3602 top1 7.812 top5 3.125 | Epoch: [42][421/553] Time 2.475 Data 0.004 Err 0.3620 top1 7.031 top5 3.125 | Epoch: [42][422/553] Time 2.434 Data 0.001 Err 0.3744 top1 10.156 top5 3.125 | Epoch: [42][423/553] Time 2.436 Data 0.001 Err 0.2460 top1 7.812 top5 1.562 | Epoch: [42][424/553] Time 2.438 Data 0.001 Err 0.2404 top1 6.250 top5 0.000 | Epoch: [42][425/553] Time 2.434 Data 0.001 Err 0.3185 top1 8.594 top5 0.781 | Epoch: [42][426/553] Time 2.445 Data 0.001 Err 0.3090 top1 7.812 top5 1.562 | Epoch: [42][427/553] Time 2.440 Data 0.001 Err 0.3524 top1 7.031 top5 2.344 | Epoch: [42][428/553] Time 2.435 Data 0.001 Err 0.2883 top1 7.812 top5 1.562 | Epoch: [42][429/553] Time 2.439 Data 0.001 Err 0.3925 top1 9.375 top5 2.344 | Epoch: [42][430/553] Time 2.435 Data 0.001 Err 0.3670 top1 10.938 top5 2.344 | Epoch: [42][431/553] Time 2.457 Data 0.001 Err 0.4475 top1 13.281 top5 2.344 | Epoch: [42][432/553] Time 2.440 Data 0.001 Err 0.2618 top1 6.250 top5 0.781 | Epoch: [42][433/553] Time 2.472 Data 0.001 Err 0.3962 top1 10.938 top5 4.688 | Epoch: [42][434/553] Time 2.447 Data 0.001 Err 0.5463 top1 16.406 top5 3.125 | Epoch: [42][435/553] Time 2.471 Data 0.000 Err 0.2414 top1 5.469 top5 0.781 | Epoch: [42][436/553] Time 2.446 Data 0.001 Err 0.2917 top1 8.594 top5 1.562 | Epoch: [42][437/553] Time 2.438 Data 0.001 Err 0.4645 top1 10.156 top5 7.031 | Epoch: [42][438/553] Time 2.446 Data 0.001 Err 0.4383 top1 11.719 top5 1.562 | Epoch: [42][439/553] Time 2.445 Data 0.001 Err 0.1938 top1 4.688 top5 0.781 | Epoch: [42][440/553] Time 2.443 Data 0.002 Err 0.3071 top1 5.469 top5 2.344 | Epoch: [42][441/553] Time 2.476 Data 0.001 Err 0.3522 top1 8.594 top5 3.906 | Epoch: [42][442/553] Time 2.452 Data 0.001 Err 0.2477 top1 6.250 top5 1.562 | Epoch: [42][443/553] Time 2.439 Data 0.000 Err 0.4324 top1 9.375 top5 3.906 | Epoch: [42][444/553] Time 2.438 Data 0.001 Err 0.4090 top1 11.719 top5 2.344 | Epoch: [42][445/553] Time 2.442 Data 0.000 Err 0.2665 top1 7.812 top5 0.781 | Epoch: [42][446/553] Time 2.441 Data 0.001 Err 0.3931 top1 10.938 top5 5.469 | Epoch: [42][447/553] Time 2.474 Data 0.001 Err 0.2834 top1 10.156 top5 2.344 | Epoch: [42][448/553] Time 2.439 Data 0.001 Err 0.2543 top1 7.031 top5 2.344 | Epoch: [42][449/553] Time 2.447 Data 0.001 Err 0.4308 top1 8.594 top5 4.688 | Epoch: [42][450/553] Time 2.454 Data 0.001 Err 0.2408 top1 9.375 top5 0.781 | Epoch: [42][451/553] Time 2.436 Data 0.001 Err 0.2377 top1 4.688 top5 1.562 | Epoch: [42][452/553] Time 2.442 Data 0.001 Err 0.2608 top1 6.250 top5 2.344 | Epoch: [42][453/553] Time 2.454 Data 0.001 Err 0.5795 top1 15.625 top5 4.688 | Epoch: [42][454/553] Time 2.431 Data 0.000 Err 0.4349 top1 10.156 top5 3.906 | Epoch: [42][455/553] Time 2.443 Data 0.001 Err 0.3853 top1 9.375 top5 4.688 | Epoch: [42][456/553] Time 2.440 Data 0.001 Err 0.3604 top1 9.375 top5 3.125 | Epoch: [42][457/553] Time 2.472 Data 0.001 Err 0.2421 top1 6.250 top5 0.000 | Epoch: [42][458/553] Time 2.452 Data 0.001 Err 0.3372 top1 7.031 top5 2.344 | Epoch: [42][459/553] Time 2.440 Data 0.002 Err 0.1885 top1 3.906 top5 1.562 | Epoch: [42][460/553] Time 2.475 Data 0.001 Err 0.2693 top1 7.031 top5 0.781 | Epoch: [42][461/553] Time 2.441 Data 0.001 Err 0.3322 top1 10.156 top5 0.781 | Epoch: [42][462/553] Time 2.461 Data 0.001 Err 0.2555 top1 7.031 top5 1.562 | Epoch: [42][463/553] Time 2.442 Data 0.001 Err 0.4199 top1 10.156 top5 3.906 | Epoch: [42][464/553] Time 2.440 Data 0.001 Err 0.3150 top1 10.156 top5 0.781 | Epoch: [42][465/553] Time 2.438 Data 0.001 Err 0.2760 top1 5.469 top5 2.344 | Epoch: [42][466/553] Time 2.510 Data 0.001 Err 0.3204 top1 10.156 top5 0.781 | Epoch: [42][467/553] Time 2.463 Data 0.001 Err 0.2893 top1 5.469 top5 3.906 | Epoch: [42][468/553] Time 2.439 Data 0.001 Err 0.2386 top1 7.031 top5 0.781 | Epoch: [42][469/553] Time 2.496 Data 0.001 Err 0.3599 top1 9.375 top5 3.125 | Epoch: [42][470/553] Time 2.454 Data 0.001 Err 0.3063 top1 9.375 top5 3.125 | Epoch: [42][471/553] Time 2.436 Data 0.001 Err 0.3635 top1 7.812 top5 2.344 | Epoch: [42][472/553] Time 2.441 Data 0.001 Err 0.4681 top1 9.375 top5 7.031 | Epoch: [42][473/553] Time 2.438 Data 0.000 Err 0.3614 top1 10.156 top5 4.688 | Epoch: [42][474/553] Time 2.452 Data 0.001 Err 0.2330 top1 7.031 top5 1.562 | Epoch: [42][475/553] Time 2.441 Data 0.001 Err 0.2447 top1 9.375 top5 0.781 | Epoch: [42][476/553] Time 2.434 Data 0.001 Err 0.4401 top1 12.500 top5 4.688 | Epoch: [42][477/553] Time 2.470 Data 0.001 Err 0.3004 top1 6.250 top5 1.562 | Epoch: [42][478/553] Time 2.499 Data 0.003 Err 0.3819 top1 9.375 top5 1.562 | Epoch: [42][479/553] Time 2.450 Data 0.001 Err 0.2886 top1 7.812 top5 3.125 | Epoch: [42][480/553] Time 2.455 Data 0.001 Err 0.4721 top1 14.062 top5 3.125 | Epoch: [42][481/553] Time 2.504 Data 0.001 Err 0.4559 top1 12.500 top5 2.344 | Epoch: [42][482/553] Time 2.483 Data 0.001 Err 0.5251 top1 11.719 top5 7.031 | Epoch: [42][483/553] Time 2.475 Data 0.000 Err 0.4983 top1 11.719 top5 3.125 | Epoch: [42][484/553] Time 2.491 Data 0.001 Err 0.2461 top1 3.906 top5 1.562 | Epoch: [42][485/553] Time 2.439 Data 0.001 Err 0.2918 top1 7.812 top5 0.000 | Epoch: [42][486/553] Time 2.442 Data 0.001 Err 0.2570 top1 5.469 top5 0.781 | Epoch: [42][487/553] Time 2.483 Data 0.001 Err 0.2290 top1 5.469 top5 1.562 | Epoch: [42][488/553] Time 2.442 Data 0.001 Err 0.3312 top1 6.250 top5 3.125 | Epoch: [42][489/553] Time 2.443 Data 0.001 Err 0.3074 top1 8.594 top5 3.125 | Epoch: [42][490/553] Time 2.435 Data 0.001 Err 0.4821 top1 11.719 top5 3.906 | Epoch: [42][491/553] Time 2.440 Data 0.001 Err 0.3990 top1 10.156 top5 2.344 | Epoch: [42][492/553] Time 2.437 Data 0.000 Err 0.4242 top1 10.938 top5 3.906 | Epoch: [42][493/553] Time 2.438 Data 0.001 Err 0.2524 top1 7.031 top5 0.781 | Epoch: [42][494/553] Time 2.438 Data 0.001 Err 0.4158 top1 10.938 top5 3.906 | Epoch: [42][495/553] Time 2.462 Data 0.001 Err 0.4156 top1 12.500 top5 3.125 | Epoch: [42][496/553] Time 2.453 Data 0.001 Err 0.1937 top1 5.469 top5 1.562 | Epoch: [42][497/553] Time 2.465 Data 0.001 Err 0.3031 top1 7.812 top5 2.344 | Epoch: [42][498/553] Time 2.459 Data 0.001 Err 0.2883 top1 7.031 top5 2.344 | Epoch: [42][499/553] Time 2.432 Data 0.001 Err 0.3470 top1 7.812 top5 3.125 | Epoch: [42][500/553] Time 2.478 Data 0.001 Err 0.3491 top1 7.031 top5 3.125 | Epoch: [42][501/553] Time 2.438 Data 0.001 Err 0.3310 top1 10.938 top5 1.562 | Epoch: [42][502/553] Time 2.477 Data 0.001 Err 0.2839 top1 7.031 top5 0.781 | Epoch: [42][503/553] Time 2.435 Data 0.001 Err 0.5251 top1 11.719 top5 4.688 | Epoch: [42][504/553] Time 2.442 Data 0.001 Err 0.3383 top1 10.156 top5 3.125 | Epoch: [42][505/553] Time 2.443 Data 0.001 Err 0.3462 top1 10.156 top5 2.344 | Epoch: [42][506/553] Time 2.444 Data 0.001 Err 0.4155 top1 9.375 top5 2.344 | Epoch: [42][507/553] Time 2.446 Data 0.001 Err 0.2806 top1 7.812 top5 1.562 | Epoch: [42][508/553] Time 2.493 Data 0.001 Err 0.3058 top1 8.594 top5 2.344 | Epoch: [42][509/553] Time 2.436 Data 0.001 Err 0.2277 top1 6.250 top5 1.562 | Epoch: [42][510/553] Time 2.435 Data 0.001 Err 0.1855 top1 4.688 top5 0.781 | Epoch: [42][511/553] Time 2.450 Data 0.000 Err 0.3754 top1 10.156 top5 3.125 | Epoch: [42][512/553] Time 2.431 Data 0.001 Err 0.3167 top1 8.594 top5 2.344 | Epoch: [42][513/553] Time 2.431 Data 0.001 Err 0.4165 top1 9.375 top5 3.125 | Epoch: [42][514/553] Time 2.445 Data 0.001 Err 0.2092 top1 4.688 top5 0.781 | Epoch: [42][515/553] Time 2.437 Data 0.001 Err 0.2571 top1 7.812 top5 0.781 | Epoch: [42][516/553] Time 2.445 Data 0.001 Err 0.4129 top1 10.938 top5 3.906 | Epoch: [42][517/553] Time 2.442 Data 0.001 Err 0.3760 top1 7.031 top5 4.688 | Epoch: [42][518/553] Time 2.431 Data 0.001 Err 0.6006 top1 16.406 top5 4.688 | Epoch: [42][519/553] Time 2.436 Data 0.000 Err 0.3139 top1 7.812 top5 2.344 | Epoch: [42][520/553] Time 2.475 Data 0.001 Err 0.2894 top1 7.031 top5 2.344 | Epoch: [42][521/553] Time 2.438 Data 0.001 Err 0.3013 top1 8.594 top5 2.344 | Epoch: [42][522/553] Time 2.445 Data 0.001 Err 0.3277 top1 7.812 top5 3.125 | Epoch: [42][523/553] Time 2.436 Data 0.001 Err 0.3005 top1 9.375 top5 2.344 | Epoch: [42][524/553] Time 2.436 Data 0.001 Err 0.3057 top1 9.375 top5 2.344 | Epoch: [42][525/553] Time 2.478 Data 0.001 Err 0.3885 top1 10.156 top5 3.906 | Epoch: [42][526/553] Time 2.441 Data 0.001 Err 0.3950 top1 10.938 top5 3.906 | Epoch: [42][527/553] Time 2.437 Data 0.001 Err 0.2597 top1 7.031 top5 3.906 | Epoch: [42][528/553] Time 2.437 Data 0.001 Err 0.5085 top1 15.625 top5 5.469 | Epoch: [42][529/553] Time 2.436 Data 0.001 Err 0.3505 top1 10.156 top5 2.344 | Epoch: [42][530/553] Time 2.435 Data 0.000 Err 0.2749 top1 4.688 top5 3.125 | Epoch: [42][531/553] Time 2.478 Data 0.001 Err 0.3681 top1 9.375 top5 3.906 | Epoch: [42][532/553] Time 2.473 Data 0.001 Err 0.3508 top1 10.156 top5 2.344 | Epoch: [42][533/553] Time 2.440 Data 0.001 Err 0.3239 top1 8.594 top5 2.344 | Epoch: [42][534/553] Time 2.504 Data 0.001 Err 0.2570 top1 6.250 top5 1.562 | Epoch: [42][535/553] Time 2.452 Data 0.001 Err 0.2783 top1 6.250 top5 0.781 | Epoch: [42][536/553] Time 2.435 Data 0.001 Err 0.3091 top1 10.938 top5 2.344 | Epoch: [42][537/553] Time 2.431 Data 0.001 Err 0.2949 top1 8.594 top5 0.781 | Epoch: [42][538/553] Time 2.449 Data 0.000 Err 0.4145 top1 10.156 top5 5.469 | Epoch: [42][539/553] Time 2.450 Data 0.001 Err 0.3833 top1 10.156 top5 3.125 | Epoch: [42][540/553] Time 2.458 Data 0.001 Err 0.4391 top1 10.938 top5 5.469 | Epoch: [42][541/553] Time 2.436 Data 0.001 Err 0.4099 top1 11.719 top5 3.906 | Epoch: [42][542/553] Time 2.443 Data 0.001 Err 0.2711 top1 7.812 top5 1.562 | Epoch: [42][543/553] Time 2.447 Data 0.000 Err 0.2810 top1 10.938 top5 0.781 | Epoch: [42][544/553] Time 2.440 Data 0.000 Err 0.2900 top1 7.031 top5 2.344 | Epoch: [42][545/553] Time 2.470 Data 0.000 Err 0.3065 top1 10.156 top5 2.344 | Epoch: [42][546/553] Time 2.439 Data 0.000 Err 0.5357 top1 16.406 top5 3.906 | Epoch: [42][547/553] Time 2.435 Data 0.000 Err 0.3589 top1 10.156 top5 3.906 | Epoch: [42][548/553] Time 2.443 Data 0.000 Err 0.2229 top1 6.250 top5 1.562 | Epoch: [42][549/553] Time 2.441 Data 0.000 Err 0.4027 top1 12.500 top5 0.781 | Epoch: [42][550/553] Time 2.439 Data 0.000 Err 0.3437 top1 7.812 top5 2.344 | Epoch: [42][551/553] Time 2.443 Data 0.000 Err 0.2212 top1 6.250 top5 1.562 | Epoch: [42][552/553] Time 2.439 Data 0.000 Err 0.3417 top1 10.156 top5 2.344 | Epoch: [42][553/553] Time 1.025 Data 0.000 Err 0.2931 top1 6.818 top5 2.273 | Test: [42][1/198] Time 2.254 Data 1.536 top1 9.375 ( 9.375) top5 3.125 ( 3.125) | Test: [42][2/198] Time 0.718 Data 0.001 top1 9.375 ( 9.375) top5 3.906 ( 3.516) | Test: [42][3/198] Time 0.722 Data 0.000 top1 15.625 ( 11.458) top5 3.906 ( 3.646) | Test: [42][4/198] Time 0.715 Data 0.001 top1 6.250 ( 10.156) top5 0.781 ( 2.930) | Test: [42][5/198] Time 0.716 Data 0.001 top1 13.281 ( 10.781) top5 4.688 ( 3.281) | Test: [42][6/198] Time 0.714 Data 0.000 top1 9.375 ( 10.547) top5 1.562 ( 2.995) | Test: [42][7/198] Time 0.718 Data 0.001 top1 9.375 ( 10.379) top5 1.562 ( 2.790) | Test: [42][8/198] Time 0.721 Data 0.001 top1 8.594 ( 10.156) top5 2.344 ( 2.734) | Test: [42][9/198] Time 0.715 Data 0.003 top1 10.156 ( 10.156) top5 0.781 ( 2.517) | Test: [42][10/198] Time 0.726 Data 0.001 top1 8.594 ( 10.000) top5 2.344 ( 2.500) | Test: [42][11/198] Time 0.717 Data 0.001 top1 8.594 ( 9.872) top5 3.906 ( 2.628) | Test: [42][12/198] Time 0.719 Data 0.001 top1 8.594 ( 9.766) top5 0.000 ( 2.409) | Test: [42][13/198] Time 0.717 Data 0.001 top1 12.500 ( 9.976) top5 3.125 ( 2.464) | Test: [42][14/198] Time 0.712 Data 0.001 top1 19.531 ( 10.658) top5 3.125 ( 2.511) | Test: [42][15/198] Time 0.717 Data 0.001 top1 9.375 ( 10.573) top5 2.344 ( 2.500) | Test: [42][16/198] Time 0.714 Data 0.001 top1 11.719 ( 10.645) top5 1.562 ( 2.441) | Test: [42][17/198] Time 0.726 Data 0.001 top1 13.281 ( 10.800) top5 2.344 ( 2.436) | Test: [42][18/198] Time 0.721 Data 0.001 top1 10.156 ( 10.764) top5 3.125 ( 2.474) | Test: [42][19/198] Time 0.724 Data 0.001 top1 17.969 ( 11.143) top5 4.688 ( 2.590) | Test: [42][20/198] Time 0.714 Data 0.001 top1 12.500 ( 11.211) top5 3.125 ( 2.617) | Test: [42][21/198] Time 0.717 Data 0.001 top1 10.156 ( 11.161) top5 0.781 ( 2.530) | Test: [42][22/198] Time 0.720 Data 0.001 top1 12.500 ( 11.222) top5 1.562 ( 2.486) | Test: [42][23/198] Time 0.715 Data 0.001 top1 14.844 ( 11.379) top5 3.125 ( 2.514) | Test: [42][24/198] Time 0.712 Data 0.001 top1 17.188 ( 11.621) top5 1.562 ( 2.474) | Test: [42][25/198] Time 0.717 Data 0.001 top1 15.625 ( 11.781) top5 2.344 ( 2.469) | Test: [42][26/198] Time 0.721 Data 0.001 top1 15.625 ( 11.929) top5 1.562 ( 2.434) | Test: [42][27/198] Time 0.723 Data 0.001 top1 14.062 ( 12.008) top5 1.562 ( 2.402) | Test: [42][28/198] Time 0.725 Data 0.001 top1 14.844 ( 12.109) top5 0.000 ( 2.316) | Test: [42][29/198] Time 0.721 Data 0.001 top1 11.719 ( 12.096) top5 3.125 ( 2.344) | Test: [42][30/198] Time 0.721 Data 0.001 top1 12.500 ( 12.109) top5 2.344 ( 2.344) | Test: [42][31/198] Time 0.712 Data 0.001 top1 10.156 ( 12.046) top5 2.344 ( 2.344) | Test: [42][32/198] Time 0.719 Data 0.002 top1 12.500 ( 12.061) top5 3.125 ( 2.368) | Test: [42][33/198] Time 0.713 Data 0.001 top1 10.938 ( 12.027) top5 0.000 ( 2.296) | Test: [42][34/198] Time 0.720 Data 0.001 top1 14.062 ( 12.086) top5 3.125 ( 2.321) | Test: [42][35/198] Time 0.721 Data 0.001 top1 8.594 ( 11.987) top5 1.562 ( 2.299) | Test: [42][36/198] Time 0.713 Data 0.001 top1 10.156 ( 11.936) top5 0.781 ( 2.257) | Test: [42][37/198] Time 0.718 Data 0.001 top1 11.719 ( 11.930) top5 3.125 ( 2.280) | Test: [42][38/198] Time 0.733 Data 0.005 top1 11.719 ( 11.924) top5 1.562 ( 2.262) | Test: [42][39/198] Time 0.715 Data 0.001 top1 10.156 ( 11.879) top5 0.781 ( 2.224) | Test: [42][40/198] Time 0.723 Data 0.001 top1 12.500 ( 11.895) top5 2.344 ( 2.227) | Test: [42][41/198] Time 0.726 Data 0.001 top1 12.500 ( 11.909) top5 1.562 ( 2.210) | Test: [42][42/198] Time 0.725 Data 0.001 top1 11.719 ( 11.905) top5 1.562 ( 2.195) | Test: [42][43/198] Time 0.722 Data 0.001 top1 10.938 ( 11.882) top5 2.344 ( 2.198) | Test: [42][44/198] Time 0.739 Data 0.001 top1 17.188 ( 12.003) top5 3.125 ( 2.219) | Test: [42][45/198] Time 0.725 Data 0.001 top1 11.719 ( 11.997) top5 0.000 ( 2.170) | Test: [42][46/198] Time 0.725 Data 0.001 top1 13.281 ( 12.024) top5 1.562 ( 2.157) | Test: [42][47/198] Time 0.725 Data 0.001 top1 15.625 ( 12.101) top5 3.125 ( 2.178) | Test: [42][48/198] Time 0.716 Data 0.001 top1 14.844 ( 12.158) top5 1.562 ( 2.165) | Test: [42][49/198] Time 0.717 Data 0.001 top1 15.625 ( 12.229) top5 3.906 ( 2.200) | Test: [42][50/198] Time 0.719 Data 0.001 top1 9.375 ( 12.172) top5 0.000 ( 2.156) | Test: [42][51/198] Time 0.724 Data 0.001 top1 12.500 ( 12.178) top5 0.781 ( 2.129) | Test: [42][52/198] Time 0.723 Data 0.001 top1 17.969 ( 12.290) top5 4.688 ( 2.178) | Test: [42][53/198] Time 0.718 Data 0.001 top1 8.594 ( 12.220) top5 0.781 ( 2.152) | Test: [42][54/198] Time 0.718 Data 0.001 top1 11.719 ( 12.211) top5 1.562 ( 2.141) | Test: [42][55/198] Time 0.715 Data 0.001 top1 13.281 ( 12.230) top5 3.125 ( 2.159) | Test: [42][56/198] Time 0.717 Data 0.001 top1 10.156 ( 12.193) top5 2.344 ( 2.162) | Test: [42][57/198] Time 0.714 Data 0.001 top1 10.156 ( 12.157) top5 3.906 ( 2.193) | Test: [42][58/198] Time 0.720 Data 0.001 top1 11.719 ( 12.150) top5 0.781 ( 2.169) | Test: [42][59/198] Time 0.713 Data 0.001 top1 10.156 ( 12.116) top5 0.000 ( 2.132) | Test: [42][60/198] Time 0.719 Data 0.001 top1 14.062 ( 12.148) top5 5.469 ( 2.188) | Test: [42][61/198] Time 0.713 Data 0.001 top1 15.625 ( 12.205) top5 1.562 ( 2.177) | Test: [42][62/198] Time 0.718 Data 0.001 top1 12.500 ( 12.210) top5 2.344 ( 2.180) | Test: [42][63/198] Time 0.716 Data 0.001 top1 19.531 ( 12.326) top5 1.562 ( 2.170) | Test: [42][64/198] Time 0.710 Data 0.001 top1 15.625 ( 12.378) top5 2.344 ( 2.173) | Test: [42][65/198] Time 0.722 Data 0.001 top1 11.719 ( 12.368) top5 1.562 ( 2.163) | Test: [42][66/198] Time 0.715 Data 0.001 top1 10.156 ( 12.334) top5 2.344 ( 2.166) | Test: [42][67/198] Time 0.714 Data 0.001 top1 11.719 ( 12.325) top5 3.125 ( 2.181) | Test: [42][68/198] Time 0.724 Data 0.001 top1 13.281 ( 12.339) top5 0.781 ( 2.160) | Test: [42][69/198] Time 0.720 Data 0.001 top1 14.062 ( 12.364) top5 5.469 ( 2.208) | Test: [42][70/198] Time 0.713 Data 0.001 top1 5.469 ( 12.266) top5 1.562 ( 2.199) | Test: [42][71/198] Time 0.748 Data 0.001 top1 14.062 ( 12.291) top5 5.469 ( 2.245) | Test: [42][72/198] Time 0.740 Data 0.001 top1 9.375 ( 12.250) top5 3.125 ( 2.257) | Test: [42][73/198] Time 0.728 Data 0.001 top1 14.062 ( 12.275) top5 0.781 ( 2.237) | Test: [42][74/198] Time 0.727 Data 0.002 top1 19.531 ( 12.373) top5 4.688 ( 2.270) | Test: [42][75/198] Time 0.735 Data 0.001 top1 11.719 ( 12.365) top5 0.000 ( 2.240) | Test: [42][76/198] Time 0.721 Data 0.001 top1 10.938 ( 12.346) top5 2.344 ( 2.241) | Test: [42][77/198] Time 0.729 Data 0.001 top1 12.500 ( 12.348) top5 1.562 ( 2.232) | Test: [42][78/198] Time 0.716 Data 0.002 top1 11.719 ( 12.340) top5 0.781 ( 2.214) | Test: [42][79/198] Time 0.776 Data 0.001 top1 13.281 ( 12.352) top5 0.000 ( 2.186) | Test: [42][80/198] Time 0.712 Data 0.001 top1 13.281 ( 12.363) top5 1.562 ( 2.178) | Test: [42][81/198] Time 0.715 Data 0.001 top1 11.719 ( 12.355) top5 2.344 ( 2.180) | Test: [42][82/198] Time 0.713 Data 0.001 top1 13.281 ( 12.367) top5 3.906 ( 2.201) | Test: [42][83/198] Time 0.717 Data 0.001 top1 15.625 ( 12.406) top5 3.906 ( 2.221) | Test: [42][84/198] Time 0.720 Data 0.001 top1 16.406 ( 12.453) top5 4.688 ( 2.251) | Test: [42][85/198] Time 0.715 Data 0.001 top1 12.500 ( 12.454) top5 2.344 ( 2.252) | Test: [42][86/198] Time 0.720 Data 0.001 top1 11.719 ( 12.445) top5 4.688 ( 2.280) | Test: [42][87/198] Time 0.717 Data 0.001 top1 14.062 ( 12.464) top5 3.906 ( 2.299) | Test: [42][88/198] Time 0.714 Data 0.001 top1 10.938 ( 12.447) top5 3.906 ( 2.317) | Test: [42][89/198] Time 0.716 Data 0.001 top1 14.062 ( 12.465) top5 2.344 ( 2.317) | Test: [42][90/198] Time 0.714 Data 0.001 top1 9.375 ( 12.431) top5 1.562 ( 2.309) | Test: [42][91/198] Time 0.716 Data 0.001 top1 16.406 ( 12.474) top5 5.469 ( 2.344) | Test: [42][92/198] Time 0.716 Data 0.001 top1 12.500 ( 12.475) top5 1.562 ( 2.335) | Test: [42][93/198] Time 0.715 Data 0.001 top1 15.625 ( 12.508) top5 2.344 ( 2.335) | Test: [42][94/198] Time 0.723 Data 0.001 top1 10.156 ( 12.483) top5 2.344 ( 2.335) | Test: [42][95/198] Time 0.713 Data 0.001 top1 14.844 ( 12.508) top5 1.562 ( 2.327) | Test: [42][96/198] Time 0.717 Data 0.001 top1 11.719 ( 12.500) top5 0.781 ( 2.311) | Test: [42][97/198] Time 0.716 Data 0.001 top1 11.719 ( 12.492) top5 2.344 ( 2.312) | Test: [42][98/198] Time 0.731 Data 0.001 top1 14.062 ( 12.508) top5 4.688 ( 2.336) | Test: [42][99/198] Time 0.737 Data 0.001 top1 14.844 ( 12.532) top5 3.906 ( 2.352) | Test: [42][100/198] Time 0.718 Data 0.001 top1 16.406 ( 12.570) top5 0.000 ( 2.328) | Test: [42][101/198] Time 0.736 Data 0.001 top1 9.375 ( 12.539) top5 3.906 ( 2.344) | Test: [42][102/198] Time 0.726 Data 0.001 top1 14.844 ( 12.561) top5 6.250 ( 2.382) | Test: [42][103/198] Time 0.726 Data 0.001 top1 11.719 ( 12.553) top5 1.562 ( 2.374) | Test: [42][104/198] Time 0.717 Data 0.001 top1 7.031 ( 12.500) top5 1.562 ( 2.366) | Test: [42][105/198] Time 0.724 Data 0.002 top1 15.625 ( 12.530) top5 2.344 ( 2.366) | Test: [42][106/198] Time 0.726 Data 0.001 top1 9.375 ( 12.500) top5 2.344 ( 2.366) | Test: [42][107/198] Time 0.716 Data 0.001 top1 10.156 ( 12.478) top5 3.125 ( 2.373) | Test: [42][108/198] Time 0.729 Data 0.005 top1 14.062 ( 12.493) top5 3.906 ( 2.387) | Test: [42][109/198] Time 0.719 Data 0.001 top1 12.500 ( 12.493) top5 2.344 ( 2.387) | Test: [42][110/198] Time 0.726 Data 0.009 top1 11.719 ( 12.486) top5 2.344 ( 2.386) | Test: [42][111/198] Time 0.710 Data 0.001 top1 16.406 ( 12.521) top5 2.344 ( 2.386) | Test: [42][112/198] Time 0.719 Data 0.001 top1 15.625 ( 12.549) top5 3.125 ( 2.393) | Test: [42][113/198] Time 0.719 Data 0.001 top1 17.188 ( 12.590) top5 6.250 ( 2.427) | Test: [42][114/198] Time 0.718 Data 0.001 top1 17.969 ( 12.637) top5 4.688 ( 2.447) | Test: [42][115/198] Time 0.715 Data 0.001 top1 14.844 ( 12.656) top5 4.688 ( 2.466) | Test: [42][116/198] Time 0.718 Data 0.001 top1 12.500 ( 12.655) top5 1.562 ( 2.458) | Test: [42][117/198] Time 0.718 Data 0.001 top1 13.281 ( 12.660) top5 3.906 ( 2.471) | Test: [42][118/198] Time 0.715 Data 0.001 top1 16.406 ( 12.692) top5 2.344 ( 2.470) | Test: [42][119/198] Time 0.726 Data 0.001 top1 13.281 ( 12.697) top5 3.906 ( 2.482) | Test: [42][120/198] Time 0.731 Data 0.001 top1 10.938 ( 12.682) top5 1.562 ( 2.474) | Test: [42][121/198] Time 0.725 Data 0.001 top1 16.406 ( 12.713) top5 4.688 ( 2.492) | Test: [42][122/198] Time 0.731 Data 0.001 top1 9.375 ( 12.686) top5 1.562 ( 2.485) | Test: [42][123/198] Time 0.728 Data 0.001 top1 10.156 ( 12.665) top5 3.906 ( 2.496) | Test: [42][124/198] Time 0.732 Data 0.001 top1 10.156 ( 12.645) top5 0.781 ( 2.482) | Test: [42][125/198] Time 0.723 Data 0.003 top1 9.375 ( 12.619) top5 3.125 ( 2.487) | Test: [42][126/198] Time 0.721 Data 0.001 top1 10.938 ( 12.605) top5 0.000 ( 2.468) | Test: [42][127/198] Time 0.718 Data 0.001 top1 11.719 ( 12.598) top5 3.906 ( 2.479) | Test: [42][128/198] Time 0.717 Data 0.001 top1 12.500 ( 12.598) top5 4.688 ( 2.496) | Test: [42][129/198] Time 0.726 Data 0.001 top1 13.281 ( 12.603) top5 1.562 ( 2.489) | Test: [42][130/198] Time 0.724 Data 0.001 top1 9.375 ( 12.578) top5 0.781 ( 2.476) | Test: [42][131/198] Time 0.724 Data 0.001 top1 10.938 ( 12.566) top5 0.781 ( 2.463) | Test: [42][132/198] Time 0.717 Data 0.001 top1 14.062 ( 12.577) top5 3.125 ( 2.468) | Test: [42][133/198] Time 0.722 Data 0.001 top1 8.594 ( 12.547) top5 3.125 ( 2.473) | Test: [42][134/198] Time 0.721 Data 0.001 top1 14.844 ( 12.564) top5 3.125 ( 2.478) | Test: [42][135/198] Time 0.719 Data 0.001 top1 8.594 ( 12.535) top5 2.344 ( 2.477) | Test: [42][136/198] Time 0.746 Data 0.007 top1 16.406 ( 12.563) top5 2.344 ( 2.476) | Test: [42][137/198] Time 0.722 Data 0.001 top1 9.375 ( 12.540) top5 2.344 ( 2.475) | Test: [42][138/198] Time 0.722 Data 0.006 top1 16.406 ( 12.568) top5 3.906 ( 2.485) | Test: [42][139/198] Time 0.714 Data 0.000 top1 10.938 ( 12.556) top5 2.344 ( 2.484) | Test: [42][140/198] Time 0.714 Data 0.001 top1 15.625 ( 12.578) top5 3.906 ( 2.494) | Test: [42][141/198] Time 0.719 Data 0.001 top1 9.375 ( 12.555) top5 1.562 ( 2.488) | Test: [42][142/198] Time 0.719 Data 0.001 top1 15.625 ( 12.577) top5 4.688 ( 2.503) | Test: [42][143/198] Time 0.716 Data 0.001 top1 11.719 ( 12.571) top5 2.344 ( 2.502) | Test: [42][144/198] Time 0.711 Data 0.001 top1 19.531 ( 12.619) top5 5.469 ( 2.523) | Test: [42][145/198] Time 0.712 Data 0.001 top1 14.844 ( 12.635) top5 3.906 ( 2.532) | Test: [42][146/198] Time 0.717 Data 0.001 top1 7.031 ( 12.596) top5 1.562 ( 2.526) | Test: [42][147/198] Time 0.714 Data 0.001 top1 17.188 ( 12.628) top5 1.562 ( 2.519) | Test: [42][148/198] Time 0.721 Data 0.001 top1 11.719 ( 12.621) top5 3.125 ( 2.523) | Test: [42][149/198] Time 0.717 Data 0.001 top1 16.406 ( 12.647) top5 3.906 ( 2.533) | Test: [42][150/198] Time 0.712 Data 0.001 top1 16.406 ( 12.672) top5 2.344 ( 2.531) | Test: [42][151/198] Time 0.722 Data 0.001 top1 15.625 ( 12.691) top5 2.344 ( 2.530) | Test: [42][152/198] Time 0.714 Data 0.001 top1 13.281 ( 12.695) top5 2.344 ( 2.529) | Test: [42][153/198] Time 0.721 Data 0.001 top1 11.719 ( 12.689) top5 2.344 ( 2.528) | Test: [42][154/198] Time 0.724 Data 0.001 top1 12.500 ( 12.688) top5 3.906 ( 2.537) | Test: [42][155/198] Time 0.735 Data 0.001 top1 10.938 ( 12.676) top5 0.781 ( 2.525) | Test: [42][156/198] Time 0.719 Data 0.001 top1 12.500 ( 12.675) top5 2.344 ( 2.524) | Test: [42][157/198] Time 0.726 Data 0.001 top1 14.062 ( 12.684) top5 4.688 ( 2.538) | Test: [42][158/198] Time 0.715 Data 0.001 top1 10.156 ( 12.668) top5 3.125 ( 2.542) | Test: [42][159/198] Time 0.713 Data 0.001 top1 10.938 ( 12.657) top5 2.344 ( 2.540) | Test: [42][160/198] Time 0.719 Data 0.001 top1 13.281 ( 12.661) top5 1.562 ( 2.534) | Test: [42][161/198] Time 0.720 Data 0.001 top1 11.719 ( 12.655) top5 3.125 ( 2.538) | Test: [42][162/198] Time 0.722 Data 0.001 top1 14.844 ( 12.669) top5 4.688 ( 2.551) | Test: [42][163/198] Time 0.746 Data 0.001 top1 11.719 ( 12.663) top5 2.344 ( 2.550) | Test: [42][164/198] Time 0.732 Data 0.001 top1 13.281 ( 12.667) top5 4.688 ( 2.563) | Test: [42][165/198] Time 0.727 Data 0.001 top1 15.625 ( 12.685) top5 2.344 ( 2.562) | Test: [42][166/198] Time 0.723 Data 0.001 top1 12.500 ( 12.684) top5 0.781 ( 2.551) | Test: [42][167/198] Time 0.719 Data 0.001 top1 14.844 ( 12.696) top5 4.688 ( 2.564) | Test: [42][168/198] Time 0.713 Data 0.001 top1 9.375 ( 12.677) top5 4.688 ( 2.576) | Test: [42][169/198] Time 0.718 Data 0.001 top1 10.938 ( 12.666) top5 3.125 ( 2.580) | Test: [42][170/198] Time 0.717 Data 0.001 top1 15.625 ( 12.684) top5 4.688 ( 2.592) | Test: [42][171/198] Time 0.717 Data 0.001 top1 11.719 ( 12.678) top5 2.344 ( 2.590) | Test: [42][172/198] Time 0.718 Data 0.001 top1 11.719 ( 12.673) top5 2.344 ( 2.589) | Test: [42][173/198] Time 0.715 Data 0.001 top1 14.844 ( 12.685) top5 3.125 ( 2.592) | Test: [42][174/198] Time 0.717 Data 0.001 top1 11.719 ( 12.680) top5 3.125 ( 2.595) | Test: [42][175/198] Time 0.715 Data 0.001 top1 7.812 ( 12.652) top5 0.781 ( 2.585) | Test: [42][176/198] Time 0.715 Data 0.001 top1 11.719 ( 12.646) top5 2.344 ( 2.583) | Test: [42][177/198] Time 0.718 Data 0.001 top1 10.156 ( 12.632) top5 3.125 ( 2.587) | Test: [42][178/198] Time 0.728 Data 0.001 top1 13.281 ( 12.636) top5 2.344 ( 2.585) | Test: [42][179/198] Time 0.731 Data 0.001 top1 12.500 ( 12.635) top5 2.344 ( 2.584) | Test: [42][180/198] Time 0.727 Data 0.001 top1 13.281 ( 12.639) top5 1.562 ( 2.578) | Test: [42][181/198] Time 0.732 Data 0.001 top1 12.500 ( 12.638) top5 0.781 ( 2.568) | Test: [42][182/198] Time 0.735 Data 0.001 top1 10.156 ( 12.624) top5 2.344 ( 2.567) | Test: [42][183/198] Time 0.729 Data 0.001 top1 21.875 ( 12.675) top5 4.688 ( 2.579) | Test: [42][184/198] Time 0.733 Data 0.001 top1 17.188 ( 12.700) top5 4.688 ( 2.590) | Test: [42][185/198] Time 0.722 Data 0.001 top1 10.938 ( 12.690) top5 2.344 ( 2.589) | Test: [42][186/198] Time 0.723 Data 0.001 top1 13.281 ( 12.693) top5 4.688 ( 2.600) | Test: [42][187/198] Time 0.719 Data 0.001 top1 13.281 ( 12.696) top5 5.469 ( 2.615) | Test: [42][188/198] Time 0.718 Data 0.000 top1 14.844 ( 12.708) top5 2.344 ( 2.614) | Test: [42][189/198] Time 0.715 Data 0.000 top1 13.281 ( 12.711) top5 3.906 ( 2.621) | Test: [42][190/198] Time 0.713 Data 0.000 top1 13.281 ( 12.714) top5 2.344 ( 2.619) | Test: [42][191/198] Time 0.723 Data 0.000 top1 8.594 ( 12.692) top5 2.344 ( 2.618) | Test: [42][192/198] Time 0.728 Data 0.000 top1 12.500 ( 12.691) top5 2.344 ( 2.616) | Test: [42][193/198] Time 0.779 Data 0.000 top1 7.812 ( 12.666) top5 1.562 ( 2.611) | Test: [42][194/198] Time 0.717 Data 0.000 top1 15.625 ( 12.681) top5 3.906 ( 2.618) | Test: [42][195/198] Time 0.716 Data 0.000 top1 10.156 ( 12.668) top5 1.562 ( 2.612) | Test: [42][196/198] Time 0.714 Data 0.000 top1 10.156 ( 12.655) top5 0.000 ( 2.599) | Test: [42][197/198] Time 0.251 Data 0.000 top1 14.706 ( 12.666) top5 2.941 ( 2.601) | Test: [42][198/198] Time 0.712 Data 0.000 top1 12.500 ( 12.665) top5 0.781 ( 2.591) * Finished epoch # 42 top1: 12.665 top5: 2.591 Epoch 43 => Training epoch # 43 | Epoch: [43][1/553] Time 6.173 Data 2.728 Err 0.2644 top1 9.375 top5 0.000 | Epoch: [43][2/553] Time 2.436 Data 0.001 Err 0.3867 top1 10.156 top5 3.906 | Epoch: [43][3/553] Time 2.435 Data 0.001 Err 0.2672 top1 9.375 top5 2.344 | Epoch: [43][4/553] Time 2.461 Data 0.001 Err 0.2177 top1 5.469 top5 0.000 | Epoch: [43][5/553] Time 2.431 Data 0.001 Err 0.2141 top1 5.469 top5 0.781 | Epoch: [43][6/553] Time 2.458 Data 0.001 Err 0.4086 top1 10.938 top5 3.125 | Epoch: [43][7/553] Time 2.432 Data 0.001 Err 0.3161 top1 8.594 top5 1.562 | Epoch: [43][8/553] Time 2.449 Data 0.001 Err 0.3544 top1 9.375 top5 3.125 | Epoch: [43][9/553] Time 2.447 Data 0.001 Err 0.3564 top1 8.594 top5 1.562 | Epoch: [43][10/553] Time 2.435 Data 0.001 Err 0.4755 top1 13.281 top5 2.344 | Epoch: [43][11/553] Time 2.435 Data 0.001 Err 0.3245 top1 10.156 top5 2.344 | Epoch: [43][12/553] Time 2.469 Data 0.001 Err 0.2642 top1 8.594 top5 3.125 | Epoch: [43][13/553] Time 2.435 Data 0.001 Err 0.3799 top1 10.156 top5 3.125 | Epoch: [43][14/553] Time 2.438 Data 0.001 Err 0.3080 top1 10.938 top5 1.562 | Epoch: [43][15/553] Time 2.448 Data 0.001 Err 0.2975 top1 7.812 top5 1.562 | Epoch: [43][16/553] Time 2.473 Data 0.001 Err 0.3009 top1 9.375 top5 1.562 | Epoch: [43][17/553] Time 2.440 Data 0.001 Err 0.3588 top1 9.375 top5 3.906 | Epoch: [43][18/553] Time 2.440 Data 0.001 Err 0.3502 top1 9.375 top5 1.562 | Epoch: [43][19/553] Time 2.435 Data 0.001 Err 0.4694 top1 10.938 top5 3.906 | Epoch: [43][20/553] Time 2.434 Data 0.001 Err 0.3640 top1 7.812 top5 4.688 | Epoch: [43][21/553] Time 2.439 Data 0.001 Err 0.2437 top1 6.250 top5 0.781 | Epoch: [43][22/553] Time 2.505 Data 0.000 Err 0.2433 top1 5.469 top5 1.562 | Epoch: [43][23/553] Time 2.465 Data 0.001 Err 0.3345 top1 10.156 top5 1.562 | Epoch: [43][24/553] Time 2.444 Data 0.001 Err 0.3426 top1 7.812 top5 1.562 | Epoch: [43][25/553] Time 2.440 Data 0.001 Err 0.4856 top1 11.719 top5 2.344 | Epoch: [43][26/553] Time 2.512 Data 0.001 Err 0.3049 top1 7.812 top5 2.344 | Epoch: [43][27/553] Time 2.472 Data 0.001 Err 0.3998 top1 12.500 top5 2.344 | Epoch: [43][28/553] Time 2.442 Data 0.001 Err 0.2529 top1 7.812 top5 1.562 | Epoch: [43][29/553] Time 2.440 Data 0.001 Err 0.3654 top1 10.156 top5 3.125 | Epoch: [43][30/553] Time 2.437 Data 0.000 Err 0.4623 top1 12.500 top5 5.469 | Epoch: [43][31/553] Time 2.436 Data 0.001 Err 0.3992 top1 10.938 top5 2.344 | Epoch: [43][32/553] Time 2.433 Data 0.000 Err 0.3268 top1 10.156 top5 0.781 | Epoch: [43][33/553] Time 2.448 Data 0.001 Err 0.3540 top1 14.062 top5 0.781 | Epoch: [43][34/553] Time 2.433 Data 0.001 Err 0.3442 top1 8.594 top5 2.344 | Epoch: [43][35/553] Time 2.435 Data 0.001 Err 0.2226 top1 7.031 top5 0.000 | Epoch: [43][36/553] Time 2.430 Data 0.001 Err 0.4807 top1 11.719 top5 5.469 | Epoch: [43][37/553] Time 2.442 Data 0.001 Err 0.1822 top1 3.906 top5 0.781 | Epoch: [43][38/553] Time 2.442 Data 0.001 Err 0.3954 top1 8.594 top5 2.344 | Epoch: [43][39/553] Time 2.447 Data 0.001 Err 0.3131 top1 7.031 top5 1.562 | Epoch: [43][40/553] Time 2.440 Data 0.001 Err 0.3225 top1 7.031 top5 1.562 | Epoch: [43][41/553] Time 2.440 Data 0.001 Err 0.2420 top1 6.250 top5 0.781 | Epoch: [43][42/553] Time 2.473 Data 0.001 Err 0.2480 top1 8.594 top5 1.562 | Epoch: [43][43/553] Time 2.446 Data 0.000 Err 0.3584 top1 11.719 top5 0.781 | Epoch: [43][44/553] Time 2.435 Data 0.001 Err 0.2765 top1 7.812 top5 1.562 | Epoch: [43][45/553] Time 2.443 Data 0.001 Err 0.2937 top1 8.594 top5 3.125 | Epoch: [43][46/553] Time 2.439 Data 0.004 Err 0.2886 top1 10.938 top5 1.562 | Epoch: [43][47/553] Time 2.436 Data 0.001 Err 0.3466 top1 10.156 top5 1.562 | Epoch: [43][48/553] Time 2.444 Data 0.001 Err 0.4028 top1 12.500 top5 3.125 | Epoch: [43][49/553] Time 2.433 Data 0.001 Err 0.4038 top1 10.156 top5 3.906 | Epoch: [43][50/553] Time 2.435 Data 0.001 Err 0.2945 top1 7.812 top5 3.125 | Epoch: [43][51/553] Time 2.447 Data 0.000 Err 0.3389 top1 10.156 top5 2.344 | Epoch: [43][52/553] Time 2.431 Data 0.001 Err 0.2939 top1 7.812 top5 1.562 | Epoch: [43][53/553] Time 2.438 Data 0.001 Err 0.2914 top1 8.594 top5 2.344 | Epoch: [43][54/553] Time 2.458 Data 0.001 Err 0.1890 top1 4.688 top5 1.562 | Epoch: [43][55/553] Time 2.433 Data 0.001 Err 0.3512 top1 8.594 top5 2.344 | Epoch: [43][56/553] Time 2.485 Data 0.001 Err 0.2372 top1 7.031 top5 0.000 | Epoch: [43][57/553] Time 2.440 Data 0.001 Err 0.4580 top1 11.719 top5 3.906 | Epoch: [43][58/553] Time 2.452 Data 0.001 Err 0.4018 top1 10.938 top5 3.906 | Epoch: [43][59/553] Time 2.451 Data 0.001 Err 0.3963 top1 9.375 top5 4.688 | Epoch: [43][60/553] Time 2.447 Data 0.001 Err 0.2868 top1 8.594 top5 2.344 | Epoch: [43][61/553] Time 2.444 Data 0.001 Err 0.2651 top1 6.250 top5 2.344 | Epoch: [43][62/553] Time 2.466 Data 0.001 Err 0.4330 top1 10.938 top5 3.125 | Epoch: [43][63/553] Time 2.429 Data 0.001 Err 0.1896 top1 6.250 top5 1.562 | Epoch: [43][64/553] Time 2.443 Data 0.001 Err 0.3843 top1 5.469 top5 3.125 | Epoch: [43][65/553] Time 2.443 Data 0.001 Err 0.2028 top1 4.688 top5 1.562 | Epoch: [43][66/553] Time 2.439 Data 0.001 Err 0.2181 top1 5.469 top5 1.562 | Epoch: [43][67/553] Time 2.442 Data 0.006 Err 0.2892 top1 7.812 top5 0.781 | Epoch: [43][68/553] Time 2.434 Data 0.000 Err 0.2817 top1 7.031 top5 3.125 | Epoch: [43][69/553] Time 2.433 Data 0.001 Err 0.3458 top1 8.594 top5 3.125 | Epoch: [43][70/553] Time 2.439 Data 0.000 Err 0.2622 top1 6.250 top5 2.344 | Epoch: [43][71/553] Time 2.436 Data 0.000 Err 0.2631 top1 5.469 top5 3.125 | Epoch: [43][72/553] Time 2.439 Data 0.000 Err 0.2240 top1 4.688 top5 0.000 | Epoch: [43][73/553] Time 2.434 Data 0.001 Err 0.3769 top1 7.812 top5 3.125 | Epoch: [43][74/553] Time 2.435 Data 0.001 Err 0.2280 top1 7.031 top5 0.781 | Epoch: [43][75/553] Time 2.444 Data 0.001 Err 0.3451 top1 8.594 top5 3.125 | Epoch: [43][76/553] Time 2.432 Data 0.001 Err 0.4231 top1 10.938 top5 3.125 | Epoch: [43][77/553] Time 2.441 Data 0.001 Err 0.3516 top1 8.594 top5 2.344 | Epoch: [43][78/553] Time 2.471 Data 0.001 Err 0.3138 top1 10.156 top5 0.781 | Epoch: [43][79/553] Time 2.476 Data 0.001 Err 0.3048 top1 6.250 top5 2.344 | Epoch: [43][80/553] Time 2.435 Data 0.001 Err 0.1885 top1 5.469 top5 0.781 | Epoch: [43][81/553] Time 2.435 Data 0.001 Err 0.4123 top1 11.719 top5 3.906 | Epoch: [43][82/553] Time 2.452 Data 0.001 Err 0.3933 top1 10.156 top5 3.125 | Epoch: [43][83/553] Time 2.432 Data 0.001 Err 0.2809 top1 7.031 top5 1.562 | Epoch: [43][84/553] Time 2.502 Data 0.001 Err 0.1885 top1 6.250 top5 0.781 | Epoch: [43][85/553] Time 2.437 Data 0.001 Err 0.3467 top1 10.938 top5 2.344 | Epoch: [43][86/553] Time 2.439 Data 0.005 Err 0.3289 top1 7.812 top5 3.125 | Epoch: [43][87/553] Time 2.436 Data 0.001 Err 0.3558 top1 10.938 top5 3.125 | Epoch: [43][88/553] Time 2.439 Data 0.001 Err 0.3006 top1 7.031 top5 1.562 | Epoch: [43][89/553] Time 2.462 Data 0.001 Err 0.2736 top1 5.469 top5 2.344 | Epoch: [43][90/553] Time 2.477 Data 0.001 Err 0.3322 top1 7.031 top5 3.125 | Epoch: [43][91/553] Time 2.480 Data 0.000 Err 0.4345 top1 10.156 top5 2.344 | Epoch: [43][92/553] Time 2.442 Data 0.001 Err 0.4415 top1 9.375 top5 5.469 | Epoch: [43][93/553] Time 2.439 Data 0.001 Err 0.3146 top1 10.938 top5 1.562 | Epoch: [43][94/553] Time 2.442 Data 0.001 Err 0.3862 top1 10.156 top5 2.344 | Epoch: [43][95/553] Time 2.441 Data 0.001 Err 0.3496 top1 12.500 top5 2.344 | Epoch: [43][96/553] Time 2.495 Data 0.001 Err 0.3622 top1 9.375 top5 2.344 | Epoch: [43][97/553] Time 2.457 Data 0.001 Err 0.2329 top1 7.031 top5 0.000 | Epoch: [43][98/553] Time 2.438 Data 0.001 Err 0.3083 top1 9.375 top5 3.125 | Epoch: [43][99/553] Time 2.441 Data 0.000 Err 0.1346 top1 3.906 top5 0.000 | Epoch: [43][100/553] Time 2.440 Data 0.001 Err 0.2586 top1 6.250 top5 1.562 | Epoch: [43][101/553] Time 2.481 Data 0.001 Err 0.2997 top1 7.031 top5 2.344 | Epoch: [43][102/553] Time 2.437 Data 0.001 Err 0.3443 top1 10.156 top5 1.562 | Epoch: [43][103/553] Time 2.443 Data 0.001 Err 0.2865 top1 7.812 top5 1.562 | Epoch: [43][104/553] Time 2.438 Data 0.001 Err 0.3058 top1 7.031 top5 3.125 | Epoch: [43][105/553] Time 2.442 Data 0.001 Err 0.3090 top1 7.031 top5 1.562 | Epoch: [43][106/553] Time 2.434 Data 0.001 Err 0.3456 top1 10.156 top5 2.344 | Epoch: [43][107/553] Time 2.439 Data 0.001 Err 0.2289 top1 6.250 top5 3.125 | Epoch: [43][108/553] Time 2.433 Data 0.000 Err 0.4224 top1 11.719 top5 2.344 | Epoch: [43][109/553] Time 2.478 Data 0.001 Err 0.4010 top1 10.156 top5 3.906 | Epoch: [43][110/553] Time 2.473 Data 0.001 Err 0.2609 top1 6.250 top5 2.344 | Epoch: [43][111/553] Time 2.451 Data 0.001 Err 0.4194 top1 10.938 top5 3.125 | Epoch: [43][112/553] Time 2.439 Data 0.001 Err 0.3494 top1 10.938 top5 3.125 | Epoch: [43][113/553] Time 2.458 Data 0.001 Err 0.2177 top1 5.469 top5 1.562 | Epoch: [43][114/553] Time 2.436 Data 0.001 Err 0.2660 top1 7.812 top5 2.344 | Epoch: [43][115/553] Time 2.468 Data 0.001 Err 0.2198 top1 4.688 top5 0.781 | Epoch: [43][116/553] Time 2.443 Data 0.001 Err 0.2662 top1 8.594 top5 0.000 | Epoch: [43][117/553] Time 2.434 Data 0.001 Err 0.3737 top1 11.719 top5 2.344 | Epoch: [43][118/553] Time 2.501 Data 0.001 Err 0.3704 top1 8.594 top5 3.906 | Epoch: [43][119/553] Time 2.439 Data 0.001 Err 0.3675 top1 10.156 top5 2.344 | Epoch: [43][120/553] Time 2.448 Data 0.001 Err 0.1696 top1 3.906 top5 0.781 | Epoch: [43][121/553] Time 2.481 Data 0.001 Err 0.3737 top1 11.719 top5 2.344 | Epoch: [43][122/553] Time 2.510 Data 0.001 Err 0.2769 top1 7.031 top5 2.344 | Epoch: [43][123/553] Time 2.501 Data 0.001 Err 0.4784 top1 12.500 top5 4.688 | Epoch: [43][124/553] Time 2.487 Data 0.004 Err 0.2620 top1 7.031 top5 1.562 | Epoch: [43][125/553] Time 2.442 Data 0.001 Err 0.2769 top1 6.250 top5 2.344 | Epoch: [43][126/553] Time 2.435 Data 0.001 Err 0.2526 top1 5.469 top5 0.781 | Epoch: [43][127/553] Time 2.443 Data 0.000 Err 0.3840 top1 9.375 top5 1.562 | Epoch: [43][128/553] Time 2.433 Data 0.001 Err 0.4254 top1 12.500 top5 5.469 | Epoch: [43][129/553] Time 2.440 Data 0.000 Err 0.4446 top1 11.719 top5 3.125 | Epoch: [43][130/553] Time 2.440 Data 0.001 Err 0.3174 top1 8.594 top5 2.344 | Epoch: [43][131/553] Time 2.471 Data 0.001 Err 0.2894 top1 7.031 top5 3.125 | Epoch: [43][132/553] Time 2.461 Data 0.001 Err 0.3255 top1 6.250 top5 3.125 | Epoch: [43][133/553] Time 2.453 Data 0.001 Err 0.2518 top1 4.688 top5 2.344 | Epoch: [43][134/553] Time 2.451 Data 0.001 Err 0.3634 top1 10.156 top5 3.906 | Epoch: [43][135/553] Time 2.433 Data 0.001 Err 0.2763 top1 7.031 top5 2.344 | Epoch: [43][136/553] Time 2.437 Data 0.001 Err 0.3498 top1 9.375 top5 2.344 | Epoch: [43][137/553] Time 2.438 Data 0.001 Err 0.3466 top1 9.375 top5 1.562 | Epoch: [43][138/553] Time 2.434 Data 0.000 Err 0.2199 top1 5.469 top5 1.562 | Epoch: [43][139/553] Time 2.443 Data 0.001 Err 0.2302 top1 6.250 top5 2.344 | Epoch: [43][140/553] Time 2.441 Data 0.001 Err 0.4496 top1 13.281 top5 3.906 | Epoch: [43][141/553] Time 2.443 Data 0.001 Err 0.4303 top1 9.375 top5 3.906 | Epoch: [43][142/553] Time 2.437 Data 0.001 Err 0.3155 top1 7.812 top5 3.906 | Epoch: [43][143/553] Time 2.444 Data 0.004 Err 0.3701 top1 8.594 top5 3.125 | Epoch: [43][144/553] Time 2.450 Data 0.001 Err 0.3320 top1 8.594 top5 2.344 | Epoch: [43][145/553] Time 2.447 Data 0.001 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [43][146/553] Time 2.452 Data 0.000 Err 0.3607 top1 11.719 top5 2.344 | Epoch: [43][147/553] Time 2.485 Data 0.001 Err 0.2452 top1 6.250 top5 1.562 | Epoch: [43][148/553] Time 2.461 Data 0.001 Err 0.3278 top1 7.812 top5 1.562 | Epoch: [43][149/553] Time 2.449 Data 0.001 Err 0.2086 top1 7.031 top5 0.000 | Epoch: [43][150/553] Time 2.437 Data 0.001 Err 0.2039 top1 5.469 top5 0.000 | Epoch: [43][151/553] Time 2.432 Data 0.001 Err 0.3560 top1 8.594 top5 2.344 | Epoch: [43][152/553] Time 2.455 Data 0.001 Err 0.2938 top1 7.031 top5 1.562 | Epoch: [43][153/553] Time 2.449 Data 0.001 Err 0.3642 top1 8.594 top5 3.906 | Epoch: [43][154/553] Time 2.438 Data 0.001 Err 0.2211 top1 7.031 top5 0.781 | Epoch: [43][155/553] Time 2.444 Data 0.001 Err 0.2948 top1 8.594 top5 0.781 | Epoch: [43][156/553] Time 2.436 Data 0.001 Err 0.2791 top1 6.250 top5 2.344 | Epoch: [43][157/553] Time 2.443 Data 0.000 Err 0.3058 top1 6.250 top5 3.125 | Epoch: [43][158/553] Time 2.449 Data 0.001 Err 0.2833 top1 8.594 top5 1.562 | Epoch: [43][159/553] Time 2.442 Data 0.001 Err 0.2966 top1 8.594 top5 3.125 | Epoch: [43][160/553] Time 2.471 Data 0.001 Err 0.1857 top1 3.906 top5 0.781 | Epoch: [43][161/553] Time 2.438 Data 0.001 Err 0.2778 top1 9.375 top5 1.562 | Epoch: [43][162/553] Time 2.439 Data 0.001 Err 0.2630 top1 7.031 top5 2.344 | Epoch: [43][163/553] Time 2.444 Data 0.001 Err 0.3069 top1 5.469 top5 1.562 | Epoch: [43][164/553] Time 2.463 Data 0.001 Err 0.2675 top1 6.250 top5 2.344 | Epoch: [43][165/553] Time 2.435 Data 0.001 Err 0.3051 top1 7.031 top5 3.125 | Epoch: [43][166/553] Time 2.439 Data 0.001 Err 0.2429 top1 7.031 top5 1.562 | Epoch: [43][167/553] Time 2.479 Data 0.001 Err 0.3027 top1 7.812 top5 1.562 | Epoch: [43][168/553] Time 2.487 Data 0.001 Err 0.2637 top1 6.250 top5 3.125 | Epoch: [43][169/553] Time 2.428 Data 0.001 Err 0.2257 top1 5.469 top5 1.562 | Epoch: [43][170/553] Time 2.464 Data 0.001 Err 0.3509 top1 10.156 top5 3.906 | Epoch: [43][171/553] Time 2.437 Data 0.001 Err 0.3245 top1 8.594 top5 2.344 | Epoch: [43][172/553] Time 2.511 Data 0.001 Err 0.3693 top1 8.594 top5 2.344 | Epoch: [43][173/553] Time 2.437 Data 0.001 Err 0.2902 top1 8.594 top5 2.344 | Epoch: [43][174/553] Time 2.434 Data 0.000 Err 0.2719 top1 9.375 top5 3.125 | Epoch: [43][175/553] Time 2.434 Data 0.001 Err 0.3365 top1 7.031 top5 2.344 | Epoch: [43][176/553] Time 2.452 Data 0.000 Err 0.3184 top1 6.250 top5 3.125 | Epoch: [43][177/553] Time 2.475 Data 0.001 Err 0.3445 top1 9.375 top5 3.906 | Epoch: [43][178/553] Time 2.443 Data 0.001 Err 0.2517 top1 6.250 top5 1.562 | Epoch: [43][179/553] Time 2.434 Data 0.001 Err 0.1637 top1 3.125 top5 0.781 | Epoch: [43][180/553] Time 2.431 Data 0.001 Err 0.2154 top1 6.250 top5 0.000 | Epoch: [43][181/553] Time 2.438 Data 0.000 Err 0.2752 top1 6.250 top5 2.344 | Epoch: [43][182/553] Time 2.442 Data 0.001 Err 0.2555 top1 5.469 top5 2.344 | Epoch: [43][183/553] Time 2.442 Data 0.001 Err 0.3689 top1 8.594 top5 3.125 | Epoch: [43][184/553] Time 2.499 Data 0.000 Err 0.4196 top1 10.938 top5 6.250 | Epoch: [43][185/553] Time 2.482 Data 0.001 Err 0.3055 top1 9.375 top5 0.781 | Epoch: [43][186/553] Time 2.430 Data 0.000 Err 0.3121 top1 9.375 top5 2.344 | Epoch: [43][187/553] Time 2.438 Data 0.001 Err 0.2004 top1 7.812 top5 2.344 | Epoch: [43][188/553] Time 2.435 Data 0.001 Err 0.4148 top1 10.156 top5 5.469 | Epoch: [43][189/553] Time 2.439 Data 0.001 Err 0.3167 top1 8.594 top5 1.562 | Epoch: [43][190/553] Time 2.465 Data 0.001 Err 0.2787 top1 7.031 top5 3.125 | Epoch: [43][191/553] Time 2.450 Data 0.001 Err 0.4247 top1 8.594 top5 3.906 | Epoch: [43][192/553] Time 2.437 Data 0.001 Err 0.3741 top1 10.938 top5 0.781 | Epoch: [43][193/553] Time 2.477 Data 0.000 Err 0.5201 top1 13.281 top5 3.906 | Epoch: [43][194/553] Time 2.431 Data 0.001 Err 0.3449 top1 8.594 top5 3.125 | Epoch: [43][195/553] Time 2.434 Data 0.001 Err 0.2787 top1 6.250 top5 1.562 | Epoch: [43][196/553] Time 2.441 Data 0.001 Err 0.5582 top1 17.188 top5 4.688 | Epoch: [43][197/553] Time 2.437 Data 0.001 Err 0.3454 top1 7.812 top5 3.906 | Epoch: [43][198/553] Time 2.462 Data 0.001 Err 0.1673 top1 5.469 top5 0.000 | Epoch: [43][199/553] Time 2.506 Data 0.001 Err 0.3396 top1 10.156 top5 2.344 | Epoch: [43][200/553] Time 2.477 Data 0.003 Err 0.2813 top1 8.594 top5 1.562 | Epoch: [43][201/553] Time 2.438 Data 0.001 Err 0.3163 top1 8.594 top5 2.344 | Epoch: [43][202/553] Time 2.480 Data 0.001 Err 0.3477 top1 7.812 top5 3.125 | Epoch: [43][203/553] Time 2.507 Data 0.001 Err 0.4377 top1 10.156 top5 3.125 | Epoch: [43][204/553] Time 2.441 Data 0.001 Err 0.3349 top1 10.156 top5 2.344 | Epoch: [43][205/553] Time 2.460 Data 0.001 Err 0.3444 top1 7.812 top5 3.125 | Epoch: [43][206/553] Time 2.461 Data 0.001 Err 0.4279 top1 10.938 top5 6.250 | Epoch: [43][207/553] Time 2.510 Data 0.001 Err 0.4104 top1 10.938 top5 3.906 | Epoch: [43][208/553] Time 2.478 Data 0.001 Err 0.1730 top1 3.125 top5 0.781 | Epoch: [43][209/553] Time 2.439 Data 0.001 Err 0.3239 top1 6.250 top5 3.125 | Epoch: [43][210/553] Time 2.446 Data 0.001 Err 0.3463 top1 7.812 top5 3.125 | Epoch: [43][211/553] Time 2.459 Data 0.001 Err 0.2611 top1 5.469 top5 2.344 | Epoch: [43][212/553] Time 2.434 Data 0.001 Err 0.3623 top1 10.156 top5 2.344 | Epoch: [43][213/553] Time 2.436 Data 0.001 Err 0.3040 top1 5.469 top5 2.344 | Epoch: [43][214/553] Time 2.445 Data 0.000 Err 0.2473 top1 7.031 top5 0.781 | Epoch: [43][215/553] Time 2.482 Data 0.001 Err 0.3344 top1 9.375 top5 1.562 | Epoch: [43][216/553] Time 2.458 Data 0.001 Err 0.5180 top1 14.844 top5 6.250 | Epoch: [43][217/553] Time 2.440 Data 0.001 Err 0.3619 top1 7.812 top5 3.906 | Epoch: [43][218/553] Time 2.466 Data 0.001 Err 0.2928 top1 7.812 top5 3.125 | Epoch: [43][219/553] Time 2.490 Data 0.002 Err 0.2237 top1 6.250 top5 1.562 | Epoch: [43][220/553] Time 2.476 Data 0.001 Err 0.4205 top1 11.719 top5 3.906 | Epoch: [43][221/553] Time 2.439 Data 0.001 Err 0.4289 top1 9.375 top5 3.906 | Epoch: [43][222/553] Time 2.443 Data 0.000 Err 0.3151 top1 7.031 top5 3.125 | Epoch: [43][223/553] Time 2.440 Data 0.001 Err 0.3233 top1 8.594 top5 3.125 | Epoch: [43][224/553] Time 2.435 Data 0.000 Err 0.3418 top1 10.156 top5 3.125 | Epoch: [43][225/553] Time 2.476 Data 0.001 Err 0.2220 top1 7.031 top5 0.781 | Epoch: [43][226/553] Time 2.434 Data 0.001 Err 0.4686 top1 14.062 top5 3.906 | Epoch: [43][227/553] Time 2.481 Data 0.001 Err 0.1518 top1 3.906 top5 0.781 | Epoch: [43][228/553] Time 2.470 Data 0.001 Err 0.2802 top1 9.375 top5 0.781 | Epoch: [43][229/553] Time 2.450 Data 0.001 Err 0.3295 top1 7.031 top5 3.906 | Epoch: [43][230/553] Time 2.435 Data 0.001 Err 0.2452 top1 6.250 top5 0.781 | Epoch: [43][231/553] Time 2.438 Data 0.001 Err 0.2507 top1 6.250 top5 2.344 | Epoch: [43][232/553] Time 2.439 Data 0.001 Err 0.4184 top1 7.031 top5 2.344 | Epoch: [43][233/553] Time 2.482 Data 0.000 Err 0.3571 top1 8.594 top5 2.344 | Epoch: [43][234/553] Time 2.442 Data 0.001 Err 0.3451 top1 11.719 top5 2.344 | Epoch: [43][235/553] Time 2.452 Data 0.001 Err 0.4319 top1 9.375 top5 4.688 | Epoch: [43][236/553] Time 2.469 Data 0.001 Err 0.3041 top1 7.031 top5 2.344 | Epoch: [43][237/553] Time 2.496 Data 0.001 Err 0.3281 top1 8.594 top5 1.562 | Epoch: [43][238/553] Time 2.438 Data 0.001 Err 0.3285 top1 10.156 top5 3.125 | Epoch: [43][239/553] Time 2.435 Data 0.001 Err 0.3259 top1 9.375 top5 1.562 | Epoch: [43][240/553] Time 2.438 Data 0.001 Err 0.3072 top1 7.031 top5 2.344 | Epoch: [43][241/553] Time 2.446 Data 0.000 Err 0.3304 top1 8.594 top5 3.125 | Epoch: [43][242/553] Time 2.432 Data 0.001 Err 0.3723 top1 11.719 top5 1.562 | Epoch: [43][243/553] Time 2.455 Data 0.000 Err 0.1734 top1 4.688 top5 0.781 | Epoch: [43][244/553] Time 2.504 Data 0.001 Err 0.3541 top1 9.375 top5 1.562 | Epoch: [43][245/553] Time 2.434 Data 0.001 Err 0.3054 top1 7.812 top5 2.344 | Epoch: [43][246/553] Time 2.482 Data 0.001 Err 0.4522 top1 11.719 top5 3.906 | Epoch: [43][247/553] Time 2.444 Data 0.001 Err 0.3818 top1 12.500 top5 2.344 | Epoch: [43][248/553] Time 2.475 Data 0.001 Err 0.2981 top1 7.812 top5 2.344 | Epoch: [43][249/553] Time 2.470 Data 0.001 Err 0.4519 top1 13.281 top5 1.562 | Epoch: [43][250/553] Time 2.441 Data 0.001 Err 0.3253 top1 10.156 top5 1.562 | Epoch: [43][251/553] Time 2.439 Data 0.001 Err 0.4973 top1 12.500 top5 3.906 | Epoch: [43][252/553] Time 2.437 Data 0.001 Err 0.3267 top1 8.594 top5 3.125 | Epoch: [43][253/553] Time 2.435 Data 0.001 Err 0.5034 top1 14.844 top5 4.688 | Epoch: [43][254/553] Time 2.480 Data 0.001 Err 0.2287 top1 3.906 top5 1.562 | Epoch: [43][255/553] Time 2.440 Data 0.001 Err 0.4081 top1 11.719 top5 2.344 | Epoch: [43][256/553] Time 2.435 Data 0.001 Err 0.1905 top1 4.688 top5 1.562 | Epoch: [43][257/553] Time 2.478 Data 0.004 Err 0.2844 top1 9.375 top5 0.781 | Epoch: [43][258/553] Time 2.441 Data 0.001 Err 0.4031 top1 9.375 top5 3.125 | Epoch: [43][259/553] Time 2.437 Data 0.001 Err 0.5185 top1 15.625 top5 3.906 | Epoch: [43][260/553] Time 2.514 Data 0.001 Err 0.4850 top1 11.719 top5 5.469 | Epoch: [43][261/553] Time 2.445 Data 0.001 Err 0.3349 top1 10.156 top5 1.562 | Epoch: [43][262/553] Time 2.443 Data 0.001 Err 0.4746 top1 12.500 top5 3.125 | Epoch: [43][263/553] Time 2.453 Data 0.001 Err 0.4470 top1 12.500 top5 3.125 | Epoch: [43][264/553] Time 2.438 Data 0.001 Err 0.3030 top1 8.594 top5 3.906 | Epoch: [43][265/553] Time 2.478 Data 0.001 Err 0.3319 top1 7.812 top5 3.125 | Epoch: [43][266/553] Time 2.440 Data 0.001 Err 0.3519 top1 10.156 top5 1.562 | Epoch: [43][267/553] Time 2.460 Data 0.001 Err 0.2559 top1 7.812 top5 0.781 | Epoch: [43][268/553] Time 2.447 Data 0.001 Err 0.3670 top1 10.156 top5 1.562 | Epoch: [43][269/553] Time 2.443 Data 0.001 Err 0.1607 top1 4.688 top5 0.000 | Epoch: [43][270/553] Time 2.436 Data 0.001 Err 0.3568 top1 11.719 top5 1.562 | Epoch: [43][271/553] Time 2.476 Data 0.000 Err 0.2433 top1 5.469 top5 3.125 | Epoch: [43][272/553] Time 2.479 Data 0.001 Err 0.4952 top1 10.156 top5 5.469 | Epoch: [43][273/553] Time 2.444 Data 0.001 Err 0.3154 top1 7.031 top5 1.562 | Epoch: [43][274/553] Time 2.466 Data 0.001 Err 0.2701 top1 7.812 top5 0.781 | Epoch: [43][275/553] Time 2.437 Data 0.001 Err 0.2486 top1 9.375 top5 0.781 | Epoch: [43][276/553] Time 2.482 Data 0.002 Err 0.4038 top1 10.938 top5 3.906 | Epoch: [43][277/553] Time 2.442 Data 0.001 Err 0.3132 top1 6.250 top5 3.125 | Epoch: [43][278/553] Time 2.439 Data 0.001 Err 0.3952 top1 10.156 top5 3.906 | Epoch: [43][279/553] Time 2.433 Data 0.001 Err 0.3207 top1 7.812 top5 2.344 | Epoch: [43][280/553] Time 2.438 Data 0.001 Err 0.4220 top1 9.375 top5 3.125 | Epoch: [43][281/553] Time 2.473 Data 0.001 Err 0.3140 top1 7.812 top5 2.344 | Epoch: [43][282/553] Time 2.438 Data 0.001 Err 0.3632 top1 10.156 top5 3.906 | Epoch: [43][283/553] Time 2.481 Data 0.001 Err 0.3868 top1 10.938 top5 2.344 | Epoch: [43][284/553] Time 2.440 Data 0.001 Err 0.3400 top1 8.594 top5 3.125 | Epoch: [43][285/553] Time 2.434 Data 0.001 Err 0.3611 top1 9.375 top5 3.906 | Epoch: [43][286/553] Time 2.481 Data 0.001 Err 0.3963 top1 11.719 top5 2.344 | Epoch: [43][287/553] Time 2.436 Data 0.001 Err 0.2936 top1 8.594 top5 0.781 | Epoch: [43][288/553] Time 2.436 Data 0.001 Err 0.4214 top1 8.594 top5 4.688 | Epoch: [43][289/553] Time 2.476 Data 0.001 Err 0.3535 top1 7.031 top5 2.344 | Epoch: [43][290/553] Time 2.436 Data 0.000 Err 0.2309 top1 6.250 top5 2.344 | Epoch: [43][291/553] Time 2.449 Data 0.001 Err 0.3594 top1 9.375 top5 2.344 | Epoch: [43][292/553] Time 2.435 Data 0.001 Err 0.3002 top1 7.031 top5 1.562 | Epoch: [43][293/553] Time 2.437 Data 0.001 Err 0.3362 top1 8.594 top5 2.344 | Epoch: [43][294/553] Time 2.445 Data 0.001 Err 0.2642 top1 6.250 top5 3.125 | Epoch: [43][295/553] Time 2.483 Data 0.004 Err 0.2983 top1 10.938 top5 1.562 | Epoch: [43][296/553] Time 2.441 Data 0.001 Err 0.4293 top1 10.156 top5 4.688 | Epoch: [43][297/553] Time 2.434 Data 0.001 Err 0.1681 top1 4.688 top5 0.000 | Epoch: [43][298/553] Time 2.448 Data 0.000 Err 0.3984 top1 10.156 top5 2.344 | Epoch: [43][299/553] Time 2.439 Data 0.001 Err 0.2437 top1 7.031 top5 1.562 | Epoch: [43][300/553] Time 2.492 Data 0.000 Err 0.3498 top1 8.594 top5 3.906 | Epoch: [43][301/553] Time 2.477 Data 0.001 Err 0.4392 top1 9.375 top5 3.906 | Epoch: [43][302/553] Time 2.439 Data 0.001 Err 0.2100 top1 5.469 top5 1.562 | Epoch: [43][303/553] Time 2.487 Data 0.001 Err 0.3349 top1 7.812 top5 2.344 | Epoch: [43][304/553] Time 2.486 Data 0.001 Err 0.2774 top1 5.469 top5 3.125 | Epoch: [43][305/553] Time 2.439 Data 0.001 Err 0.3163 top1 7.812 top5 2.344 | Epoch: [43][306/553] Time 2.442 Data 0.001 Err 0.2185 top1 7.031 top5 1.562 | Epoch: [43][307/553] Time 2.435 Data 0.001 Err 0.3800 top1 10.156 top5 2.344 | Epoch: [43][308/553] Time 2.444 Data 0.001 Err 0.2088 top1 7.031 top5 0.781 | Epoch: [43][309/553] Time 2.435 Data 0.000 Err 0.3817 top1 8.594 top5 2.344 | Epoch: [43][310/553] Time 2.439 Data 0.001 Err 0.3029 top1 9.375 top5 1.562 | Epoch: [43][311/553] Time 2.444 Data 0.001 Err 0.3626 top1 10.156 top5 2.344 | Epoch: [43][312/553] Time 2.465 Data 0.001 Err 0.3649 top1 10.156 top5 2.344 | Epoch: [43][313/553] Time 2.435 Data 0.001 Err 0.3301 top1 7.812 top5 2.344 | Epoch: [43][314/553] Time 2.440 Data 0.004 Err 0.2484 top1 6.250 top5 0.781 | Epoch: [43][315/553] Time 2.439 Data 0.001 Err 0.2789 top1 6.250 top5 2.344 | Epoch: [43][316/553] Time 2.438 Data 0.001 Err 0.2641 top1 7.812 top5 2.344 | Epoch: [43][317/553] Time 2.473 Data 0.001 Err 0.3182 top1 6.250 top5 3.125 | Epoch: [43][318/553] Time 2.441 Data 0.001 Err 0.2920 top1 7.031 top5 3.125 | Epoch: [43][319/553] Time 2.433 Data 0.000 Err 0.2839 top1 8.594 top5 0.781 | Epoch: [43][320/553] Time 2.440 Data 0.001 Err 0.2129 top1 4.688 top5 0.781 | Epoch: [43][321/553] Time 2.445 Data 0.001 Err 0.2103 top1 6.250 top5 0.781 | Epoch: [43][322/553] Time 2.451 Data 0.001 Err 0.4169 top1 11.719 top5 3.125 | Epoch: [43][323/553] Time 2.503 Data 0.001 Err 0.3925 top1 7.812 top5 3.125 | Epoch: [43][324/553] Time 2.452 Data 0.001 Err 0.3797 top1 7.812 top5 5.469 | Epoch: [43][325/553] Time 2.435 Data 0.001 Err 0.3076 top1 5.469 top5 2.344 | Epoch: [43][326/553] Time 2.429 Data 0.001 Err 0.2524 top1 6.250 top5 0.781 | Epoch: [43][327/553] Time 2.458 Data 0.001 Err 0.3448 top1 8.594 top5 3.125 | Epoch: [43][328/553] Time 2.475 Data 0.001 Err 0.3185 top1 5.469 top5 2.344 | Epoch: [43][329/553] Time 2.453 Data 0.001 Err 0.3479 top1 8.594 top5 3.906 | Epoch: [43][330/553] Time 2.436 Data 0.001 Err 0.4491 top1 12.500 top5 4.688 | Epoch: [43][331/553] Time 2.482 Data 0.001 Err 0.3188 top1 8.594 top5 1.562 | Epoch: [43][332/553] Time 2.444 Data 0.001 Err 0.2796 top1 7.812 top5 3.125 | Epoch: [43][333/553] Time 2.441 Data 0.001 Err 0.3219 top1 9.375 top5 1.562 | Epoch: [43][334/553] Time 2.476 Data 0.001 Err 0.3235 top1 11.719 top5 2.344 | Epoch: [43][335/553] Time 2.498 Data 0.001 Err 0.4022 top1 9.375 top5 4.688 | Epoch: [43][336/553] Time 2.461 Data 0.000 Err 0.2849 top1 7.031 top5 3.906 | Epoch: [43][337/553] Time 2.443 Data 0.001 Err 0.2544 top1 7.031 top5 1.562 | Epoch: [43][338/553] Time 2.433 Data 0.000 Err 0.3957 top1 11.719 top5 3.125 | Epoch: [43][339/553] Time 2.434 Data 0.001 Err 0.4001 top1 9.375 top5 3.125 | Epoch: [43][340/553] Time 2.438 Data 0.001 Err 0.3784 top1 10.156 top5 3.906 | Epoch: [43][341/553] Time 2.435 Data 0.001 Err 0.2398 top1 5.469 top5 2.344 | Epoch: [43][342/553] Time 2.449 Data 0.001 Err 0.3573 top1 12.500 top5 1.562 | Epoch: [43][343/553] Time 2.437 Data 0.001 Err 0.2667 top1 7.031 top5 2.344 | Epoch: [43][344/553] Time 2.435 Data 0.001 Err 0.3568 top1 9.375 top5 1.562 | Epoch: [43][345/553] Time 2.436 Data 0.001 Err 0.3196 top1 7.812 top5 1.562 | Epoch: [43][346/553] Time 2.437 Data 0.001 Err 0.2888 top1 7.031 top5 2.344 | Epoch: [43][347/553] Time 2.439 Data 0.000 Err 0.3565 top1 10.156 top5 0.781 | Epoch: [43][348/553] Time 2.442 Data 0.001 Err 0.3004 top1 7.812 top5 3.906 | Epoch: [43][349/553] Time 2.484 Data 0.001 Err 0.4062 top1 9.375 top5 3.906 | Epoch: [43][350/553] Time 2.446 Data 0.001 Err 0.3490 top1 9.375 top5 2.344 | Epoch: [43][351/553] Time 2.440 Data 0.001 Err 0.2275 top1 6.250 top5 1.562 | Epoch: [43][352/553] Time 2.439 Data 0.001 Err 0.1981 top1 5.469 top5 0.781 | Epoch: [43][353/553] Time 2.481 Data 0.001 Err 0.2822 top1 7.812 top5 2.344 | Epoch: [43][354/553] Time 2.437 Data 0.001 Err 0.2608 top1 5.469 top5 0.781 | Epoch: [43][355/553] Time 2.435 Data 0.001 Err 0.3026 top1 7.812 top5 3.125 | Epoch: [43][356/553] Time 2.436 Data 0.001 Err 0.2354 top1 7.031 top5 0.781 | Epoch: [43][357/553] Time 2.434 Data 0.001 Err 0.3403 top1 7.812 top5 3.125 | Epoch: [43][358/553] Time 2.440 Data 0.001 Err 0.2603 top1 6.250 top5 1.562 | Epoch: [43][359/553] Time 2.436 Data 0.001 Err 0.3916 top1 10.938 top5 1.562 | Epoch: [43][360/553] Time 2.442 Data 0.001 Err 0.3975 top1 9.375 top5 3.125 | Epoch: [43][361/553] Time 2.437 Data 0.001 Err 0.3382 top1 10.938 top5 0.781 | Epoch: [43][362/553] Time 2.482 Data 0.001 Err 0.2959 top1 7.031 top5 0.781 | Epoch: [43][363/553] Time 2.439 Data 0.001 Err 0.4898 top1 13.281 top5 4.688 | Epoch: [43][364/553] Time 2.449 Data 0.001 Err 0.2497 top1 8.594 top5 0.781 | Epoch: [43][365/553] Time 2.445 Data 0.001 Err 0.5215 top1 11.719 top5 3.125 | Epoch: [43][366/553] Time 2.466 Data 0.000 Err 0.5002 top1 13.281 top5 4.688 | Epoch: [43][367/553] Time 2.444 Data 0.001 Err 0.4003 top1 9.375 top5 2.344 | Epoch: [43][368/553] Time 2.489 Data 0.001 Err 0.4142 top1 13.281 top5 3.125 | Epoch: [43][369/553] Time 2.434 Data 0.001 Err 0.4885 top1 9.375 top5 7.031 | Epoch: [43][370/553] Time 2.434 Data 0.001 Err 0.3038 top1 7.031 top5 3.125 | Epoch: [43][371/553] Time 2.488 Data 0.004 Err 0.2867 top1 7.812 top5 2.344 | Epoch: [43][372/553] Time 2.428 Data 0.001 Err 0.2552 top1 7.031 top5 2.344 | Epoch: [43][373/553] Time 2.441 Data 0.001 Err 0.2218 top1 5.469 top5 1.562 | Epoch: [43][374/553] Time 2.439 Data 0.001 Err 0.2306 top1 6.250 top5 1.562 | Epoch: [43][375/553] Time 2.437 Data 0.001 Err 0.3209 top1 7.812 top5 2.344 | Epoch: [43][376/553] Time 2.465 Data 0.000 Err 0.5276 top1 13.281 top5 6.250 | Epoch: [43][377/553] Time 2.436 Data 0.001 Err 0.2822 top1 7.031 top5 3.125 | Epoch: [43][378/553] Time 2.432 Data 0.001 Err 0.2902 top1 7.812 top5 1.562 | Epoch: [43][379/553] Time 2.447 Data 0.001 Err 0.3899 top1 10.938 top5 3.906 | Epoch: [43][380/553] Time 2.441 Data 0.001 Err 0.3843 top1 10.938 top5 5.469 | Epoch: [43][381/553] Time 2.448 Data 0.001 Err 0.4024 top1 10.156 top5 3.125 | Epoch: [43][382/553] Time 2.465 Data 0.001 Err 0.3393 top1 7.031 top5 3.125 | Epoch: [43][383/553] Time 2.457 Data 0.001 Err 0.2919 top1 10.156 top5 2.344 | Epoch: [43][384/553] Time 2.444 Data 0.001 Err 0.2364 top1 7.031 top5 0.781 | Epoch: [43][385/553] Time 2.438 Data 0.000 Err 0.2364 top1 6.250 top5 1.562 | Epoch: [43][386/553] Time 2.443 Data 0.001 Err 0.2591 top1 6.250 top5 1.562 | Epoch: [43][387/553] Time 2.473 Data 0.001 Err 0.3437 top1 8.594 top5 4.688 | Epoch: [43][388/553] Time 2.462 Data 0.001 Err 0.4121 top1 7.812 top5 3.906 | Epoch: [43][389/553] Time 2.439 Data 0.001 Err 0.3361 top1 9.375 top5 2.344 | Epoch: [43][390/553] Time 2.435 Data 0.001 Err 0.1834 top1 3.906 top5 0.000 | Epoch: [43][391/553] Time 2.434 Data 0.001 Err 0.2955 top1 7.031 top5 2.344 | Epoch: [43][392/553] Time 2.473 Data 0.001 Err 0.3974 top1 11.719 top5 3.906 | Epoch: [43][393/553] Time 2.441 Data 0.000 Err 0.3668 top1 10.938 top5 3.906 | Epoch: [43][394/553] Time 2.435 Data 0.001 Err 0.3199 top1 9.375 top5 1.562 | Epoch: [43][395/553] Time 2.452 Data 0.001 Err 0.2993 top1 9.375 top5 1.562 | Epoch: [43][396/553] Time 2.437 Data 0.001 Err 0.3568 top1 10.156 top5 1.562 | Epoch: [43][397/553] Time 2.435 Data 0.001 Err 0.4608 top1 14.062 top5 3.125 | Epoch: [43][398/553] Time 2.455 Data 0.001 Err 0.2026 top1 3.125 top5 1.562 | Epoch: [43][399/553] Time 2.457 Data 0.001 Err 0.3273 top1 9.375 top5 2.344 | Epoch: [43][400/553] Time 2.489 Data 0.001 Err 0.5624 top1 14.062 top5 6.250 | Epoch: [43][401/553] Time 2.439 Data 0.001 Err 0.3041 top1 7.031 top5 3.125 | Epoch: [43][402/553] Time 2.474 Data 0.001 Err 0.3981 top1 13.281 top5 3.125 | Epoch: [43][403/553] Time 2.454 Data 0.001 Err 0.3298 top1 10.156 top5 2.344 | Epoch: [43][404/553] Time 2.444 Data 0.000 Err 0.3818 top1 11.719 top5 3.125 | Epoch: [43][405/553] Time 2.466 Data 0.001 Err 0.2709 top1 6.250 top5 2.344 | Epoch: [43][406/553] Time 2.472 Data 0.001 Err 0.3167 top1 10.156 top5 2.344 | Epoch: [43][407/553] Time 2.510 Data 0.001 Err 0.1830 top1 4.688 top5 0.781 | Epoch: [43][408/553] Time 2.443 Data 0.001 Err 0.2496 top1 7.812 top5 0.781 | Epoch: [43][409/553] Time 2.454 Data 0.002 Err 0.2812 top1 9.375 top5 1.562 | Epoch: [43][410/553] Time 2.438 Data 0.001 Err 0.2448 top1 6.250 top5 0.781 | Epoch: [43][411/553] Time 2.443 Data 0.001 Err 0.3763 top1 8.594 top5 3.906 | Epoch: [43][412/553] Time 2.440 Data 0.000 Err 0.3433 top1 8.594 top5 3.125 | Epoch: [43][413/553] Time 2.454 Data 0.001 Err 0.4918 top1 15.625 top5 3.125 | Epoch: [43][414/553] Time 2.441 Data 0.000 Err 0.3480 top1 10.938 top5 1.562 | Epoch: [43][415/553] Time 2.441 Data 0.001 Err 0.5176 top1 11.719 top5 5.469 | Epoch: [43][416/553] Time 2.440 Data 0.001 Err 0.3275 top1 8.594 top5 3.125 | Epoch: [43][417/553] Time 2.442 Data 0.001 Err 0.3139 top1 7.812 top5 1.562 | Epoch: [43][418/553] Time 2.437 Data 0.001 Err 0.3396 top1 7.031 top5 3.125 | Epoch: [43][419/553] Time 2.441 Data 0.001 Err 0.3201 top1 10.938 top5 1.562 | Epoch: [43][420/553] Time 2.441 Data 0.001 Err 0.1994 top1 6.250 top5 0.781 | Epoch: [43][421/553] Time 2.435 Data 0.001 Err 0.3231 top1 9.375 top5 2.344 | Epoch: [43][422/553] Time 2.439 Data 0.001 Err 0.2593 top1 7.812 top5 1.562 | Epoch: [43][423/553] Time 2.439 Data 0.000 Err 0.3370 top1 8.594 top5 2.344 | Epoch: [43][424/553] Time 2.438 Data 0.001 Err 0.2584 top1 7.031 top5 2.344 | Epoch: [43][425/553] Time 2.438 Data 0.001 Err 0.1900 top1 4.688 top5 0.781 | Epoch: [43][426/553] Time 2.450 Data 0.001 Err 0.3578 top1 8.594 top5 2.344 | Epoch: [43][427/553] Time 2.442 Data 0.001 Err 0.2694 top1 8.594 top5 1.562 | Epoch: [43][428/553] Time 2.439 Data 0.001 Err 0.2647 top1 5.469 top5 0.781 | Epoch: [43][429/553] Time 2.442 Data 0.001 Err 0.3263 top1 7.812 top5 3.125 | Epoch: [43][430/553] Time 2.431 Data 0.001 Err 0.3169 top1 10.156 top5 0.781 | Epoch: [43][431/553] Time 2.449 Data 0.000 Err 0.2409 top1 4.688 top5 1.562 | Epoch: [43][432/553] Time 2.436 Data 0.001 Err 0.3746 top1 10.156 top5 3.906 | Epoch: [43][433/553] Time 2.437 Data 0.000 Err 0.1991 top1 3.906 top5 1.562 | Epoch: [43][434/553] Time 2.480 Data 0.001 Err 0.3112 top1 7.812 top5 3.125 | Epoch: [43][435/553] Time 2.447 Data 0.001 Err 0.2547 top1 6.250 top5 2.344 | Epoch: [43][436/553] Time 2.507 Data 0.001 Err 0.2727 top1 4.688 top5 3.125 | Epoch: [43][437/553] Time 2.456 Data 0.001 Err 0.4437 top1 13.281 top5 3.125 | Epoch: [43][438/553] Time 2.466 Data 0.001 Err 0.4414 top1 12.500 top5 0.781 | Epoch: [43][439/553] Time 2.435 Data 0.001 Err 0.3654 top1 10.156 top5 3.125 | Epoch: [43][440/553] Time 2.433 Data 0.001 Err 0.4480 top1 10.938 top5 3.125 | Epoch: [43][441/553] Time 2.440 Data 0.001 Err 0.3350 top1 7.812 top5 3.125 | Epoch: [43][442/553] Time 2.432 Data 0.000 Err 0.3896 top1 9.375 top5 2.344 | Epoch: [43][443/553] Time 2.440 Data 0.001 Err 0.2831 top1 8.594 top5 0.781 | Epoch: [43][444/553] Time 2.517 Data 0.001 Err 0.2484 top1 7.031 top5 3.906 | Epoch: [43][445/553] Time 2.435 Data 0.001 Err 0.2043 top1 4.688 top5 1.562 | Epoch: [43][446/553] Time 2.447 Data 0.001 Err 0.2211 top1 6.250 top5 1.562 | Epoch: [43][447/553] Time 2.440 Data 0.002 Err 0.3602 top1 10.156 top5 2.344 | Epoch: [43][448/553] Time 2.474 Data 0.001 Err 0.2447 top1 7.812 top5 1.562 | Epoch: [43][449/553] Time 2.437 Data 0.001 Err 0.2975 top1 7.812 top5 1.562 | Epoch: [43][450/553] Time 2.434 Data 0.000 Err 0.3601 top1 10.938 top5 3.906 | Epoch: [43][451/553] Time 2.441 Data 0.001 Err 0.2547 top1 5.469 top5 1.562 | Epoch: [43][452/553] Time 2.446 Data 0.001 Err 0.3534 top1 8.594 top5 2.344 | Epoch: [43][453/553] Time 2.435 Data 0.001 Err 0.2238 top1 7.031 top5 0.781 | Epoch: [43][454/553] Time 2.441 Data 0.001 Err 0.3492 top1 7.812 top5 3.125 | Epoch: [43][455/553] Time 2.440 Data 0.001 Err 0.3337 top1 7.812 top5 3.125 | Epoch: [43][456/553] Time 2.437 Data 0.001 Err 0.2596 top1 7.031 top5 1.562 | Epoch: [43][457/553] Time 2.453 Data 0.001 Err 0.2753 top1 8.594 top5 2.344 | Epoch: [43][458/553] Time 2.442 Data 0.001 Err 0.3308 top1 9.375 top5 3.125 | Epoch: [43][459/553] Time 2.440 Data 0.001 Err 0.2950 top1 7.812 top5 2.344 | Epoch: [43][460/553] Time 2.437 Data 0.001 Err 0.4969 top1 11.719 top5 4.688 | Epoch: [43][461/553] Time 2.433 Data 0.000 Err 0.2878 top1 5.469 top5 3.125 | Epoch: [43][462/553] Time 2.436 Data 0.001 Err 0.2370 top1 7.031 top5 0.000 | Epoch: [43][463/553] Time 2.440 Data 0.001 Err 0.2630 top1 4.688 top5 2.344 | Epoch: [43][464/553] Time 2.468 Data 0.001 Err 0.3805 top1 7.812 top5 3.125 | Epoch: [43][465/553] Time 2.456 Data 0.001 Err 0.3230 top1 7.812 top5 3.125 | Epoch: [43][466/553] Time 2.434 Data 0.001 Err 0.3521 top1 9.375 top5 3.125 | Epoch: [43][467/553] Time 2.435 Data 0.001 Err 0.3424 top1 9.375 top5 1.562 | Epoch: [43][468/553] Time 2.437 Data 0.001 Err 0.3775 top1 7.812 top5 3.125 | Epoch: [43][469/553] Time 2.431 Data 0.000 Err 0.4914 top1 10.156 top5 5.469 | Epoch: [43][470/553] Time 2.445 Data 0.001 Err 0.2937 top1 9.375 top5 1.562 | Epoch: [43][471/553] Time 2.437 Data 0.000 Err 0.2787 top1 8.594 top5 2.344 | Epoch: [43][472/553] Time 2.437 Data 0.001 Err 0.3180 top1 7.031 top5 2.344 | Epoch: [43][473/553] Time 2.481 Data 0.001 Err 0.2617 top1 6.250 top5 2.344 | Epoch: [43][474/553] Time 2.453 Data 0.001 Err 0.3854 top1 8.594 top5 1.562 | Epoch: [43][475/553] Time 2.507 Data 0.001 Err 0.4827 top1 11.719 top5 5.469 | Epoch: [43][476/553] Time 2.457 Data 0.001 Err 0.2863 top1 7.031 top5 3.125 | Epoch: [43][477/553] Time 2.438 Data 0.001 Err 0.2857 top1 6.250 top5 1.562 | Epoch: [43][478/553] Time 2.437 Data 0.001 Err 0.2570 top1 10.156 top5 0.000 | Epoch: [43][479/553] Time 2.438 Data 0.001 Err 0.3830 top1 11.719 top5 1.562 | Epoch: [43][480/553] Time 2.438 Data 0.001 Err 0.3025 top1 10.156 top5 0.781 | Epoch: [43][481/553] Time 2.437 Data 0.001 Err 0.2496 top1 7.031 top5 1.562 | Epoch: [43][482/553] Time 2.444 Data 0.001 Err 0.4634 top1 11.719 top5 3.125 | Epoch: [43][483/553] Time 2.439 Data 0.001 Err 0.3072 top1 6.250 top5 1.562 | Epoch: [43][484/553] Time 2.439 Data 0.001 Err 0.3305 top1 7.031 top5 0.781 | Epoch: [43][485/553] Time 2.495 Data 0.003 Err 0.2592 top1 7.812 top5 1.562 | Epoch: [43][486/553] Time 2.506 Data 0.001 Err 0.2577 top1 6.250 top5 2.344 | Epoch: [43][487/553] Time 2.437 Data 0.001 Err 0.3040 top1 7.812 top5 1.562 | Epoch: [43][488/553] Time 2.441 Data 0.000 Err 0.2510 top1 5.469 top5 0.781 | Epoch: [43][489/553] Time 2.452 Data 0.001 Err 0.2190 top1 5.469 top5 0.781 | Epoch: [43][490/553] Time 2.446 Data 0.000 Err 0.3471 top1 7.812 top5 2.344 | Epoch: [43][491/553] Time 2.439 Data 0.001 Err 0.3991 top1 9.375 top5 3.906 | Epoch: [43][492/553] Time 2.434 Data 0.001 Err 0.2186 top1 7.031 top5 1.562 | Epoch: [43][493/553] Time 2.443 Data 0.001 Err 0.3703 top1 11.719 top5 3.125 | Epoch: [43][494/553] Time 2.438 Data 0.001 Err 0.3254 top1 5.469 top5 1.562 | Epoch: [43][495/553] Time 2.437 Data 0.001 Err 0.2690 top1 7.031 top5 2.344 | Epoch: [43][496/553] Time 2.436 Data 0.001 Err 0.2919 top1 7.812 top5 2.344 | Epoch: [43][497/553] Time 2.437 Data 0.001 Err 0.4273 top1 13.281 top5 4.688 | Epoch: [43][498/553] Time 2.509 Data 0.001 Err 0.3338 top1 10.938 top5 1.562 | Epoch: [43][499/553] Time 2.442 Data 0.000 Err 0.3413 top1 9.375 top5 3.125 | Epoch: [43][500/553] Time 2.435 Data 0.001 Err 0.2934 top1 9.375 top5 0.781 | Epoch: [43][501/553] Time 2.437 Data 0.001 Err 0.2114 top1 4.688 top5 2.344 | Epoch: [43][502/553] Time 2.501 Data 0.001 Err 0.3512 top1 8.594 top5 1.562 | Epoch: [43][503/553] Time 2.442 Data 0.001 Err 0.3995 top1 11.719 top5 3.125 | Epoch: [43][504/553] Time 2.446 Data 0.001 Err 0.4773 top1 11.719 top5 3.906 | Epoch: [43][505/553] Time 2.445 Data 0.001 Err 0.3256 top1 8.594 top5 2.344 | Epoch: [43][506/553] Time 2.436 Data 0.001 Err 0.2950 top1 9.375 top5 1.562 | Epoch: [43][507/553] Time 2.440 Data 0.000 Err 0.2995 top1 5.469 top5 0.781 | Epoch: [43][508/553] Time 2.441 Data 0.001 Err 0.3856 top1 10.156 top5 4.688 | Epoch: [43][509/553] Time 2.437 Data 0.001 Err 0.1989 top1 7.031 top5 2.344 | Epoch: [43][510/553] Time 2.437 Data 0.001 Err 0.4411 top1 10.156 top5 3.125 | Epoch: [43][511/553] Time 2.442 Data 0.001 Err 0.3078 top1 6.250 top5 2.344 | Epoch: [43][512/553] Time 2.458 Data 0.001 Err 0.3642 top1 10.938 top5 2.344 | Epoch: [43][513/553] Time 2.441 Data 0.001 Err 0.5135 top1 14.062 top5 3.125 | Epoch: [43][514/553] Time 2.454 Data 0.001 Err 0.2239 top1 5.469 top5 0.781 | Epoch: [43][515/553] Time 2.481 Data 0.001 Err 0.2907 top1 7.031 top5 3.125 | Epoch: [43][516/553] Time 2.483 Data 0.001 Err 0.3480 top1 8.594 top5 3.906 | Epoch: [43][517/553] Time 2.445 Data 0.001 Err 0.2791 top1 8.594 top5 2.344 | Epoch: [43][518/553] Time 2.444 Data 0.001 Err 0.3967 top1 10.938 top5 3.906 | Epoch: [43][519/553] Time 2.444 Data 0.001 Err 0.3454 top1 7.812 top5 3.906 | Epoch: [43][520/553] Time 2.437 Data 0.001 Err 0.3300 top1 7.031 top5 3.125 | Epoch: [43][521/553] Time 2.441 Data 0.001 Err 0.2692 top1 6.250 top5 1.562 | Epoch: [43][522/553] Time 2.439 Data 0.001 Err 0.4146 top1 10.156 top5 3.906 | Epoch: [43][523/553] Time 2.433 Data 0.001 Err 0.3899 top1 9.375 top5 2.344 | Epoch: [43][524/553] Time 2.432 Data 0.001 Err 0.2301 top1 7.812 top5 0.781 | Epoch: [43][525/553] Time 2.447 Data 0.001 Err 0.4413 top1 13.281 top5 3.125 | Epoch: [43][526/553] Time 2.512 Data 0.001 Err 0.3719 top1 8.594 top5 3.125 | Epoch: [43][527/553] Time 2.446 Data 0.001 Err 0.2366 top1 4.688 top5 2.344 | Epoch: [43][528/553] Time 2.476 Data 0.000 Err 0.3281 top1 7.812 top5 2.344 | Epoch: [43][529/553] Time 2.436 Data 0.001 Err 0.3341 top1 8.594 top5 3.906 | Epoch: [43][530/553] Time 2.441 Data 0.001 Err 0.2438 top1 6.250 top5 1.562 | Epoch: [43][531/553] Time 2.431 Data 0.001 Err 0.4155 top1 12.500 top5 3.125 | Epoch: [43][532/553] Time 2.433 Data 0.001 Err 0.2438 top1 9.375 top5 1.562 | Epoch: [43][533/553] Time 2.444 Data 0.001 Err 0.2971 top1 7.812 top5 1.562 | Epoch: [43][534/553] Time 2.440 Data 0.001 Err 0.3985 top1 10.938 top5 3.906 | Epoch: [43][535/553] Time 2.436 Data 0.000 Err 0.3667 top1 14.062 top5 3.125 | Epoch: [43][536/553] Time 2.435 Data 0.001 Err 0.2367 top1 6.250 top5 1.562 | Epoch: [43][537/553] Time 2.437 Data 0.000 Err 0.1698 top1 5.469 top5 0.781 | Epoch: [43][538/553] Time 2.468 Data 0.001 Err 0.2768 top1 10.938 top5 1.562 | Epoch: [43][539/553] Time 2.437 Data 0.001 Err 0.3923 top1 9.375 top5 3.906 | Epoch: [43][540/553] Time 2.434 Data 0.001 Err 0.2320 top1 5.469 top5 0.781 | Epoch: [43][541/553] Time 2.452 Data 0.001 Err 0.4559 top1 10.156 top5 3.906 | Epoch: [43][542/553] Time 2.479 Data 0.004 Err 0.2936 top1 8.594 top5 1.562 | Epoch: [43][543/553] Time 2.475 Data 0.000 Err 0.2720 top1 6.250 top5 1.562 | Epoch: [43][544/553] Time 2.440 Data 0.000 Err 0.4663 top1 14.062 top5 3.906 | Epoch: [43][545/553] Time 2.440 Data 0.000 Err 0.3131 top1 9.375 top5 3.906 | Epoch: [43][546/553] Time 2.434 Data 0.000 Err 0.2454 top1 7.812 top5 1.562 | Epoch: [43][547/553] Time 2.439 Data 0.000 Err 0.3910 top1 12.500 top5 1.562 | Epoch: [43][548/553] Time 2.440 Data 0.000 Err 0.4420 top1 11.719 top5 3.125 | Epoch: [43][549/553] Time 2.477 Data 0.000 Err 0.2867 top1 6.250 top5 1.562 | Epoch: [43][550/553] Time 2.436 Data 0.000 Err 0.2209 top1 6.250 top5 1.562 | Epoch: [43][551/553] Time 2.440 Data 0.000 Err 0.2826 top1 7.812 top5 1.562 | Epoch: [43][552/553] Time 2.438 Data 0.000 Err 0.3657 top1 9.375 top5 3.125 | Epoch: [43][553/553] Time 1.028 Data 0.000 Err 0.5393 top1 9.091 top5 6.818 | Test: [43][1/198] Time 2.161 Data 1.443 top1 12.500 ( 12.500) top5 1.562 ( 1.562) | Test: [43][2/198] Time 0.711 Data 0.001 top1 15.625 ( 14.062) top5 3.906 ( 2.734) | Test: [43][3/198] Time 0.720 Data 0.000 top1 9.375 ( 12.500) top5 0.781 ( 2.083) | Test: [43][4/198] Time 0.716 Data 0.001 top1 15.625 ( 13.281) top5 3.125 ( 2.344) | Test: [43][5/198] Time 0.720 Data 0.001 top1 15.625 ( 13.750) top5 2.344 ( 2.344) | Test: [43][6/198] Time 0.718 Data 0.001 top1 14.062 ( 13.802) top5 0.781 ( 2.083) | Test: [43][7/198] Time 0.717 Data 0.001 top1 21.875 ( 14.955) top5 3.906 ( 2.344) | Test: [43][8/198] Time 0.718 Data 0.001 top1 13.281 ( 14.746) top5 0.781 ( 2.148) | Test: [43][9/198] Time 0.718 Data 0.001 top1 19.531 ( 15.278) top5 2.344 ( 2.170) | Test: [43][10/198] Time 0.713 Data 0.001 top1 11.719 ( 14.922) top5 3.125 ( 2.266) | Test: [43][11/198] Time 0.718 Data 0.001 top1 11.719 ( 14.631) top5 2.344 ( 2.273) | Test: [43][12/198] Time 0.719 Data 0.001 top1 15.625 ( 14.714) top5 1.562 ( 2.214) | Test: [43][13/198] Time 0.719 Data 0.001 top1 14.062 ( 14.663) top5 1.562 ( 2.163) | Test: [43][14/198] Time 0.718 Data 0.001 top1 14.844 ( 14.676) top5 3.906 ( 2.288) | Test: [43][15/198] Time 0.719 Data 0.001 top1 14.062 ( 14.635) top5 1.562 ( 2.240) | Test: [43][16/198] Time 0.730 Data 0.001 top1 9.375 ( 14.307) top5 3.906 ( 2.344) | Test: [43][17/198] Time 0.715 Data 0.001 top1 9.375 ( 14.017) top5 3.125 ( 2.390) | Test: [43][18/198] Time 0.715 Data 0.001 top1 12.500 ( 13.932) top5 3.125 ( 2.431) | Test: [43][19/198] Time 0.714 Data 0.001 top1 13.281 ( 13.898) top5 3.125 ( 2.467) | Test: [43][20/198] Time 0.720 Data 0.001 top1 10.156 ( 13.711) top5 1.562 ( 2.422) | Test: [43][21/198] Time 0.718 Data 0.001 top1 17.188 ( 13.876) top5 3.125 ( 2.455) | Test: [43][22/198] Time 0.718 Data 0.001 top1 12.500 ( 13.814) top5 2.344 ( 2.450) | Test: [43][23/198] Time 0.720 Data 0.001 top1 8.594 ( 13.587) top5 0.781 ( 2.378) | Test: [43][24/198] Time 0.714 Data 0.001 top1 10.156 ( 13.444) top5 2.344 ( 2.376) | Test: [43][25/198] Time 0.728 Data 0.001 top1 7.031 ( 13.188) top5 0.781 ( 2.312) | Test: [43][26/198] Time 0.716 Data 0.001 top1 11.719 ( 13.131) top5 1.562 ( 2.284) | Test: [43][27/198] Time 0.727 Data 0.001 top1 12.500 ( 13.108) top5 3.125 ( 2.315) | Test: [43][28/198] Time 0.716 Data 0.001 top1 11.719 ( 13.058) top5 3.125 ( 2.344) | Test: [43][29/198] Time 0.720 Data 0.001 top1 14.062 ( 13.093) top5 0.781 ( 2.290) | Test: [43][30/198] Time 0.720 Data 0.001 top1 17.969 ( 13.255) top5 4.688 ( 2.370) | Test: [43][31/198] Time 0.717 Data 0.001 top1 14.844 ( 13.306) top5 3.906 ( 2.419) | Test: [43][32/198] Time 0.715 Data 0.001 top1 11.719 ( 13.257) top5 2.344 ( 2.417) | Test: [43][33/198] Time 0.718 Data 0.001 top1 14.062 ( 13.281) top5 0.000 ( 2.344) | Test: [43][34/198] Time 0.721 Data 0.001 top1 10.938 ( 13.212) top5 3.125 ( 2.367) | Test: [43][35/198] Time 0.724 Data 0.001 top1 8.594 ( 13.080) top5 0.781 ( 2.321) | Test: [43][36/198] Time 0.721 Data 0.001 top1 17.188 ( 13.194) top5 1.562 ( 2.300) | Test: [43][37/198] Time 0.721 Data 0.003 top1 14.844 ( 13.239) top5 2.344 ( 2.302) | Test: [43][38/198] Time 0.715 Data 0.001 top1 16.406 ( 13.322) top5 3.906 ( 2.344) | Test: [43][39/198] Time 0.717 Data 0.001 top1 12.500 ( 13.301) top5 4.688 ( 2.404) | Test: [43][40/198] Time 0.714 Data 0.001 top1 16.406 ( 13.379) top5 2.344 ( 2.402) | Test: [43][41/198] Time 0.712 Data 0.001 top1 13.281 ( 13.377) top5 1.562 ( 2.382) | Test: [43][42/198] Time 0.721 Data 0.001 top1 13.281 ( 13.374) top5 3.906 ( 2.418) | Test: [43][43/198] Time 0.713 Data 0.001 top1 13.281 ( 13.372) top5 4.688 ( 2.471) | Test: [43][44/198] Time 0.715 Data 0.001 top1 15.625 ( 13.423) top5 3.906 ( 2.504) | Test: [43][45/198] Time 0.718 Data 0.001 top1 14.062 ( 13.438) top5 3.906 ( 2.535) | Test: [43][46/198] Time 0.716 Data 0.001 top1 17.188 ( 13.519) top5 0.781 ( 2.497) | Test: [43][47/198] Time 0.715 Data 0.001 top1 14.062 ( 13.531) top5 3.125 ( 2.510) | Test: [43][48/198] Time 0.713 Data 0.001 top1 12.500 ( 13.509) top5 3.125 ( 2.523) | Test: [43][49/198] Time 0.730 Data 0.001 top1 10.156 ( 13.441) top5 2.344 ( 2.519) | Test: [43][50/198] Time 0.722 Data 0.001 top1 10.156 ( 13.375) top5 0.781 ( 2.484) | Test: [43][51/198] Time 0.735 Data 0.001 top1 16.406 ( 13.434) top5 2.344 ( 2.482) | Test: [43][52/198] Time 0.725 Data 0.001 top1 11.719 ( 13.401) top5 2.344 ( 2.479) | Test: [43][53/198] Time 0.728 Data 0.001 top1 13.281 ( 13.399) top5 3.125 ( 2.491) | Test: [43][54/198] Time 0.727 Data 0.003 top1 13.281 ( 13.397) top5 3.125 ( 2.503) | Test: [43][55/198] Time 0.729 Data 0.001 top1 11.719 ( 13.366) top5 3.125 ( 2.514) | Test: [43][56/198] Time 0.717 Data 0.001 top1 14.062 ( 13.379) top5 2.344 ( 2.511) | Test: [43][57/198] Time 0.714 Data 0.001 top1 12.500 ( 13.363) top5 2.344 ( 2.508) | Test: [43][58/198] Time 0.711 Data 0.001 top1 13.281 ( 13.362) top5 5.469 ( 2.559) | Test: [43][59/198] Time 0.718 Data 0.001 top1 12.500 ( 13.347) top5 0.781 ( 2.529) | Test: [43][60/198] Time 0.727 Data 0.001 top1 9.375 ( 13.281) top5 1.562 ( 2.513) | Test: [43][61/198] Time 0.744 Data 0.001 top1 10.938 ( 13.243) top5 4.688 ( 2.549) | Test: [43][62/198] Time 0.717 Data 0.001 top1 13.281 ( 13.243) top5 1.562 ( 2.533) | Test: [43][63/198] Time 0.709 Data 0.001 top1 18.750 ( 13.331) top5 0.781 ( 2.505) | Test: [43][64/198] Time 0.717 Data 0.001 top1 16.406 ( 13.379) top5 3.125 ( 2.515) | Test: [43][65/198] Time 0.714 Data 0.001 top1 11.719 ( 13.353) top5 2.344 ( 2.512) | Test: [43][66/198] Time 0.714 Data 0.001 top1 12.500 ( 13.340) top5 0.781 ( 2.486) | Test: [43][67/198] Time 0.715 Data 0.001 top1 10.156 ( 13.293) top5 1.562 ( 2.472) | Test: [43][68/198] Time 0.718 Data 0.001 top1 12.500 ( 13.281) top5 1.562 ( 2.459) | Test: [43][69/198] Time 0.714 Data 0.001 top1 10.156 ( 13.236) top5 3.906 ( 2.480) | Test: [43][70/198] Time 0.718 Data 0.001 top1 10.156 ( 13.192) top5 0.781 ( 2.455) | Test: [43][71/198] Time 0.716 Data 0.001 top1 17.188 ( 13.248) top5 3.125 ( 2.465) | Test: [43][72/198] Time 0.710 Data 0.001 top1 14.062 ( 13.260) top5 3.125 ( 2.474) | Test: [43][73/198] Time 0.715 Data 0.001 top1 7.812 ( 13.185) top5 0.781 ( 2.451) | Test: [43][74/198] Time 0.711 Data 0.001 top1 10.938 ( 13.155) top5 1.562 ( 2.439) | Test: [43][75/198] Time 0.720 Data 0.001 top1 9.375 ( 13.104) top5 1.562 ( 2.427) | Test: [43][76/198] Time 0.723 Data 0.001 top1 13.281 ( 13.106) top5 2.344 ( 2.426) | Test: [43][77/198] Time 0.727 Data 0.001 top1 14.062 ( 13.119) top5 1.562 ( 2.415) | Test: [43][78/198] Time 0.730 Data 0.001 top1 8.594 ( 13.061) top5 0.781 ( 2.394) | Test: [43][79/198] Time 0.730 Data 0.001 top1 11.719 ( 13.044) top5 2.344 ( 2.393) | Test: [43][80/198] Time 0.733 Data 0.001 top1 14.062 ( 13.057) top5 0.000 ( 2.363) | Test: [43][81/198] Time 0.730 Data 0.001 top1 9.375 ( 13.011) top5 1.562 ( 2.353) | Test: [43][82/198] Time 0.723 Data 0.001 top1 15.625 ( 13.043) top5 3.906 ( 2.372) | Test: [43][83/198] Time 0.780 Data 0.001 top1 17.188 ( 13.093) top5 3.125 ( 2.381) | Test: [43][84/198] Time 0.719 Data 0.001 top1 21.094 ( 13.188) top5 6.250 ( 2.427) | Test: [43][85/198] Time 0.713 Data 0.001 top1 14.062 ( 13.199) top5 3.906 ( 2.445) | Test: [43][86/198] Time 0.713 Data 0.001 top1 13.281 ( 13.199) top5 3.125 ( 2.453) | Test: [43][87/198] Time 0.728 Data 0.001 top1 12.500 ( 13.191) top5 3.125 ( 2.460) | Test: [43][88/198] Time 0.720 Data 0.002 top1 8.594 ( 13.139) top5 1.562 ( 2.450) | Test: [43][89/198] Time 0.722 Data 0.001 top1 17.969 ( 13.193) top5 3.125 ( 2.458) | Test: [43][90/198] Time 0.720 Data 0.001 top1 11.719 ( 13.177) top5 3.125 ( 2.465) | Test: [43][91/198] Time 0.722 Data 0.004 top1 10.156 ( 13.144) top5 1.562 ( 2.455) | Test: [43][92/198] Time 0.727 Data 0.001 top1 17.969 ( 13.196) top5 3.906 ( 2.471) | Test: [43][93/198] Time 0.710 Data 0.001 top1 7.812 ( 13.138) top5 1.562 ( 2.461) | Test: [43][94/198] Time 0.718 Data 0.001 top1 14.844 ( 13.157) top5 4.688 ( 2.485) | Test: [43][95/198] Time 0.714 Data 0.001 top1 9.375 ( 13.117) top5 0.781 ( 2.467) | Test: [43][96/198] Time 0.718 Data 0.001 top1 14.062 ( 13.127) top5 4.688 ( 2.490) | Test: [43][97/198] Time 0.714 Data 0.001 top1 10.156 ( 13.096) top5 2.344 ( 2.489) | Test: [43][98/198] Time 0.721 Data 0.001 top1 8.594 ( 13.050) top5 2.344 ( 2.487) | Test: [43][99/198] Time 0.719 Data 0.001 top1 13.281 ( 13.052) top5 1.562 ( 2.478) | Test: [43][100/198] Time 0.710 Data 0.001 top1 14.062 ( 13.062) top5 2.344 ( 2.477) | Test: [43][101/198] Time 0.719 Data 0.001 top1 14.062 ( 13.072) top5 1.562 ( 2.468) | Test: [43][102/198] Time 0.713 Data 0.001 top1 10.156 ( 13.044) top5 0.000 ( 2.443) | Test: [43][103/198] Time 0.715 Data 0.001 top1 11.719 ( 13.031) top5 1.562 ( 2.435) | Test: [43][104/198] Time 0.717 Data 0.001 top1 11.719 ( 13.018) top5 2.344 ( 2.434) | Test: [43][105/198] Time 0.715 Data 0.001 top1 10.938 ( 12.999) top5 0.781 ( 2.418) | Test: [43][106/198] Time 0.718 Data 0.001 top1 11.719 ( 12.986) top5 0.781 ( 2.403) | Test: [43][107/198] Time 0.717 Data 0.001 top1 8.594 ( 12.945) top5 1.562 ( 2.395) | Test: [43][108/198] Time 0.712 Data 0.001 top1 9.375 ( 12.912) top5 1.562 ( 2.387) | Test: [43][109/198] Time 0.718 Data 0.001 top1 7.812 ( 12.866) top5 1.562 ( 2.380) | Test: [43][110/198] Time 0.719 Data 0.001 top1 8.594 ( 12.827) top5 1.562 ( 2.372) | Test: [43][111/198] Time 0.724 Data 0.003 top1 18.750 ( 12.880) top5 5.469 ( 2.400) | Test: [43][112/198] Time 0.727 Data 0.001 top1 12.500 ( 12.877) top5 2.344 ( 2.400) | Test: [43][113/198] Time 0.731 Data 0.002 top1 14.844 ( 12.894) top5 4.688 ( 2.420) | Test: [43][114/198] Time 0.725 Data 0.001 top1 13.281 ( 12.897) top5 1.562 ( 2.412) | Test: [43][115/198] Time 0.726 Data 0.001 top1 8.594 ( 12.860) top5 2.344 ( 2.412) | Test: [43][116/198] Time 0.726 Data 0.001 top1 11.719 ( 12.850) top5 5.469 ( 2.438) | Test: [43][117/198] Time 0.725 Data 0.001 top1 17.969 ( 12.894) top5 7.812 ( 2.484) | Test: [43][118/198] Time 0.739 Data 0.001 top1 12.500 ( 12.891) top5 3.906 ( 2.496) | Test: [43][119/198] Time 0.717 Data 0.001 top1 17.188 ( 12.927) top5 1.562 ( 2.488) | Test: [43][120/198] Time 0.728 Data 0.001 top1 10.156 ( 12.904) top5 1.562 ( 2.480) | Test: [43][121/198] Time 0.716 Data 0.001 top1 14.062 ( 12.913) top5 1.562 ( 2.473) | Test: [43][122/198] Time 0.715 Data 0.001 top1 10.156 ( 12.891) top5 3.125 ( 2.478) | Test: [43][123/198] Time 0.714 Data 0.001 top1 6.250 ( 12.837) top5 2.344 ( 2.477) | Test: [43][124/198] Time 0.712 Data 0.001 top1 12.500 ( 12.834) top5 2.344 ( 2.476) | Test: [43][125/198] Time 0.717 Data 0.001 top1 21.094 ( 12.900) top5 4.688 ( 2.494) | Test: [43][126/198] Time 0.714 Data 0.001 top1 14.062 ( 12.909) top5 3.125 ( 2.499) | Test: [43][127/198] Time 0.724 Data 0.001 top1 15.625 ( 12.931) top5 4.688 ( 2.516) | Test: [43][128/198] Time 0.718 Data 0.001 top1 9.375 ( 12.903) top5 3.125 ( 2.521) | Test: [43][129/198] Time 0.722 Data 0.001 top1 8.594 ( 12.869) top5 1.562 ( 2.513) | Test: [43][130/198] Time 0.714 Data 0.001 top1 12.500 ( 12.867) top5 3.906 ( 2.524) | Test: [43][131/198] Time 0.717 Data 0.001 top1 14.844 ( 12.882) top5 3.125 ( 2.529) | Test: [43][132/198] Time 0.716 Data 0.001 top1 10.938 ( 12.867) top5 1.562 ( 2.521) | Test: [43][133/198] Time 0.714 Data 0.001 top1 10.156 ( 12.847) top5 4.688 ( 2.538) | Test: [43][134/198] Time 0.714 Data 0.001 top1 17.188 ( 12.879) top5 3.906 ( 2.548) | Test: [43][135/198] Time 0.720 Data 0.001 top1 12.500 ( 12.876) top5 3.125 ( 2.552) | Test: [43][136/198] Time 0.714 Data 0.001 top1 17.188 ( 12.908) top5 6.250 ( 2.579) | Test: [43][137/198] Time 0.715 Data 0.001 top1 10.156 ( 12.888) top5 3.125 ( 2.583) | Test: [43][138/198] Time 0.719 Data 0.001 top1 16.406 ( 12.913) top5 3.125 ( 2.587) | Test: [43][139/198] Time 0.717 Data 0.001 top1 12.500 ( 12.910) top5 2.344 ( 2.585) | Test: [43][140/198] Time 0.717 Data 0.001 top1 16.406 ( 12.935) top5 3.906 ( 2.595) | Test: [43][141/198] Time 0.715 Data 0.001 top1 10.938 ( 12.921) top5 1.562 ( 2.588) | Test: [43][142/198] Time 0.723 Data 0.001 top1 11.719 ( 12.913) top5 3.125 ( 2.591) | Test: [43][143/198] Time 0.715 Data 0.001 top1 8.594 ( 12.882) top5 3.125 ( 2.595) | Test: [43][144/198] Time 0.718 Data 0.001 top1 10.938 ( 12.869) top5 3.125 ( 2.599) | Test: [43][145/198] Time 0.731 Data 0.001 top1 17.969 ( 12.904) top5 3.125 ( 2.602) | Test: [43][146/198] Time 0.717 Data 0.001 top1 13.281 ( 12.907) top5 3.125 ( 2.606) | Test: [43][147/198] Time 0.721 Data 0.001 top1 13.281 ( 12.909) top5 2.344 ( 2.604) | Test: [43][148/198] Time 0.724 Data 0.001 top1 15.625 ( 12.928) top5 3.125 ( 2.608) | Test: [43][149/198] Time 0.720 Data 0.001 top1 13.281 ( 12.930) top5 2.344 ( 2.606) | Test: [43][150/198] Time 0.715 Data 0.001 top1 15.625 ( 12.948) top5 2.344 ( 2.604) | Test: [43][151/198] Time 0.721 Data 0.001 top1 10.156 ( 12.929) top5 3.125 ( 2.608) | Test: [43][152/198] Time 0.716 Data 0.001 top1 16.406 ( 12.952) top5 4.688 ( 2.621) | Test: [43][153/198] Time 0.722 Data 0.001 top1 14.062 ( 12.960) top5 3.125 ( 2.625) | Test: [43][154/198] Time 0.720 Data 0.001 top1 10.938 ( 12.946) top5 3.125 ( 2.628) | Test: [43][155/198] Time 0.713 Data 0.001 top1 19.531 ( 12.989) top5 3.906 ( 2.636) | Test: [43][156/198] Time 0.717 Data 0.001 top1 8.594 ( 12.961) top5 0.781 ( 2.624) | Test: [43][157/198] Time 0.714 Data 0.001 top1 18.750 ( 12.998) top5 1.562 ( 2.617) | Test: [43][158/198] Time 0.711 Data 0.001 top1 7.812 ( 12.965) top5 1.562 ( 2.611) | Test: [43][159/198] Time 0.722 Data 0.001 top1 11.719 ( 12.957) top5 1.562 ( 2.604) | Test: [43][160/198] Time 0.715 Data 0.001 top1 10.156 ( 12.939) top5 3.125 ( 2.607) | Test: [43][161/198] Time 0.727 Data 0.001 top1 13.281 ( 12.942) top5 2.344 ( 2.606) | Test: [43][162/198] Time 0.723 Data 0.001 top1 16.406 ( 12.963) top5 5.469 ( 2.623) | Test: [43][163/198] Time 0.724 Data 0.001 top1 8.594 ( 12.936) top5 2.344 ( 2.622) | Test: [43][164/198] Time 0.732 Data 0.001 top1 13.281 ( 12.938) top5 2.344 ( 2.620) | Test: [43][165/198] Time 0.727 Data 0.001 top1 7.812 ( 12.907) top5 0.781 ( 2.609) | Test: [43][166/198] Time 0.736 Data 0.001 top1 12.500 ( 12.905) top5 3.125 ( 2.612) | Test: [43][167/198] Time 0.727 Data 0.001 top1 10.938 ( 12.893) top5 1.562 ( 2.606) | Test: [43][168/198] Time 0.736 Data 0.001 top1 14.062 ( 12.900) top5 2.344 ( 2.604) | Test: [43][169/198] Time 0.716 Data 0.001 top1 9.375 ( 12.879) top5 0.781 ( 2.593) | Test: [43][170/198] Time 0.717 Data 0.001 top1 10.938 ( 12.868) top5 0.781 ( 2.583) | Test: [43][171/198] Time 0.715 Data 0.001 top1 14.844 ( 12.879) top5 3.125 ( 2.586) | Test: [43][172/198] Time 0.715 Data 0.001 top1 14.844 ( 12.891) top5 3.125 ( 2.589) | Test: [43][173/198] Time 0.720 Data 0.001 top1 14.062 ( 12.897) top5 4.688 ( 2.601) | Test: [43][174/198] Time 0.715 Data 0.001 top1 19.531 ( 12.936) top5 3.125 ( 2.604) | Test: [43][175/198] Time 0.757 Data 0.001 top1 16.406 ( 12.955) top5 3.125 ( 2.607) | Test: [43][176/198] Time 0.715 Data 0.001 top1 15.625 ( 12.971) top5 3.125 ( 2.610) | Test: [43][177/198] Time 0.712 Data 0.001 top1 18.750 ( 13.003) top5 1.562 ( 2.604) | Test: [43][178/198] Time 0.717 Data 0.001 top1 11.719 ( 12.996) top5 4.688 ( 2.616) | Test: [43][179/198] Time 0.713 Data 0.001 top1 13.281 ( 12.998) top5 0.781 ( 2.606) | Test: [43][180/198] Time 0.713 Data 0.001 top1 13.281 ( 12.999) top5 3.906 ( 2.613) | Test: [43][181/198] Time 0.717 Data 0.001 top1 12.500 ( 12.996) top5 3.906 ( 2.620) | Test: [43][182/198] Time 0.708 Data 0.001 top1 10.156 ( 12.981) top5 3.906 ( 2.627) | Test: [43][183/198] Time 0.713 Data 0.001 top1 11.719 ( 12.974) top5 3.125 ( 2.630) | Test: [43][184/198] Time 0.713 Data 0.001 top1 11.719 ( 12.967) top5 1.562 ( 2.624) | Test: [43][185/198] Time 0.724 Data 0.001 top1 13.281 ( 12.969) top5 1.562 ( 2.618) | Test: [43][186/198] Time 0.716 Data 0.001 top1 12.500 ( 12.966) top5 1.562 ( 2.613) | Test: [43][187/198] Time 0.716 Data 0.001 top1 9.375 ( 12.947) top5 3.906 ( 2.619) | Test: [43][188/198] Time 0.718 Data 0.000 top1 7.031 ( 12.916) top5 3.125 ( 2.622) | Test: [43][189/198] Time 0.713 Data 0.000 top1 14.062 ( 12.922) top5 3.125 ( 2.625) | Test: [43][190/198] Time 0.717 Data 0.000 top1 14.062 ( 12.928) top5 5.469 ( 2.640) | Test: [43][191/198] Time 0.710 Data 0.000 top1 10.938 ( 12.917) top5 3.906 ( 2.646) | Test: [43][192/198] Time 0.724 Data 0.000 top1 17.969 ( 12.944) top5 1.562 ( 2.641) | Test: [43][193/198] Time 0.713 Data 0.000 top1 11.719 ( 12.937) top5 1.562 ( 2.635) | Test: [43][194/198] Time 0.716 Data 0.000 top1 16.406 ( 12.955) top5 3.906 ( 2.642) | Test: [43][195/198] Time 0.720 Data 0.000 top1 11.719 ( 12.949) top5 0.781 ( 2.632) | Test: [43][196/198] Time 0.719 Data 0.000 top1 16.406 ( 12.966) top5 3.125 ( 2.635) | Test: [43][197/198] Time 0.261 Data 0.000 top1 11.765 ( 12.960) top5 5.882 ( 2.651) | Test: [43][198/198] Time 0.708 Data 0.000 top1 13.281 ( 12.962) top5 4.688 ( 2.661) * Finished epoch # 43 top1: 12.962 top5: 2.661 Epoch 44 => Training epoch # 44 | Epoch: [44][1/553] Time 4.891 Data 2.373 Err 0.1892 top1 4.688 top5 1.562 | Epoch: [44][2/553] Time 2.431 Data 0.001 Err 0.2643 top1 8.594 top5 1.562 | Epoch: [44][3/553] Time 2.460 Data 0.001 Err 0.4166 top1 9.375 top5 3.125 | Epoch: [44][4/553] Time 2.441 Data 0.001 Err 0.2660 top1 7.812 top5 1.562 | Epoch: [44][5/553] Time 2.436 Data 0.001 Err 0.3599 top1 9.375 top5 4.688 | Epoch: [44][6/553] Time 2.504 Data 0.000 Err 0.3004 top1 7.031 top5 2.344 | Epoch: [44][7/553] Time 2.469 Data 0.001 Err 0.3232 top1 8.594 top5 2.344 | Epoch: [44][8/553] Time 2.441 Data 0.001 Err 0.4712 top1 12.500 top5 4.688 | Epoch: [44][9/553] Time 2.431 Data 0.001 Err 0.3674 top1 10.156 top5 2.344 | Epoch: [44][10/553] Time 2.437 Data 0.001 Err 0.2863 top1 5.469 top5 2.344 | Epoch: [44][11/553] Time 2.439 Data 0.001 Err 0.1436 top1 1.562 top5 0.000 | Epoch: [44][12/553] Time 2.438 Data 0.001 Err 0.3858 top1 9.375 top5 3.906 | Epoch: [44][13/553] Time 2.437 Data 0.001 Err 0.4564 top1 12.500 top5 4.688 | Epoch: [44][14/553] Time 2.435 Data 0.001 Err 0.3665 top1 10.938 top5 3.906 | Epoch: [44][15/553] Time 2.432 Data 0.001 Err 0.3216 top1 8.594 top5 1.562 | Epoch: [44][16/553] Time 2.442 Data 0.001 Err 0.2757 top1 6.250 top5 2.344 | Epoch: [44][17/553] Time 2.437 Data 0.001 Err 0.1968 top1 5.469 top5 0.000 | Epoch: [44][18/553] Time 2.434 Data 0.001 Err 0.3318 top1 7.812 top5 2.344 | Epoch: [44][19/553] Time 2.471 Data 0.001 Err 0.3527 top1 10.156 top5 3.125 | Epoch: [44][20/553] Time 2.506 Data 0.001 Err 0.3645 top1 10.938 top5 2.344 | Epoch: [44][21/553] Time 2.432 Data 0.001 Err 0.3383 top1 10.156 top5 3.906 | Epoch: [44][22/553] Time 2.437 Data 0.001 Err 0.2520 top1 4.688 top5 1.562 | Epoch: [44][23/553] Time 2.437 Data 0.001 Err 0.3286 top1 9.375 top5 1.562 | Epoch: [44][24/553] Time 2.502 Data 0.001 Err 0.3195 top1 8.594 top5 1.562 | Epoch: [44][25/553] Time 2.444 Data 0.001 Err 0.2603 top1 6.250 top5 1.562 | Epoch: [44][26/553] Time 2.442 Data 0.001 Err 0.2808 top1 7.031 top5 2.344 | Epoch: [44][27/553] Time 2.437 Data 0.001 Err 0.3790 top1 9.375 top5 4.688 | Epoch: [44][28/553] Time 2.439 Data 0.001 Err 0.3106 top1 8.594 top5 2.344 | Epoch: [44][29/553] Time 2.465 Data 0.001 Err 0.3949 top1 10.156 top5 3.125 | Epoch: [44][30/553] Time 2.447 Data 0.001 Err 0.3591 top1 10.156 top5 3.125 | Epoch: [44][31/553] Time 2.447 Data 0.001 Err 0.3270 top1 10.938 top5 0.781 | Epoch: [44][32/553] Time 2.438 Data 0.000 Err 0.2360 top1 6.250 top5 0.781 | Epoch: [44][33/553] Time 2.478 Data 0.001 Err 0.2822 top1 7.812 top5 1.562 | Epoch: [44][34/553] Time 2.448 Data 0.000 Err 0.2505 top1 6.250 top5 0.781 | Epoch: [44][35/553] Time 2.437 Data 0.001 Err 0.4267 top1 9.375 top5 2.344 | Epoch: [44][36/553] Time 2.438 Data 0.001 Err 0.2717 top1 7.031 top5 0.781 | Epoch: [44][37/553] Time 2.483 Data 0.001 Err 0.2773 top1 8.594 top5 1.562 | Epoch: [44][38/553] Time 2.445 Data 0.001 Err 0.3816 top1 11.719 top5 3.125 | Epoch: [44][39/553] Time 2.436 Data 0.001 Err 0.3951 top1 9.375 top5 4.688 | Epoch: [44][40/553] Time 2.438 Data 0.001 Err 0.3061 top1 7.812 top5 1.562 | Epoch: [44][41/553] Time 2.472 Data 0.001 Err 0.5169 top1 12.500 top5 3.125 | Epoch: [44][42/553] Time 2.449 Data 0.000 Err 0.2216 top1 8.594 top5 0.781 | Epoch: [44][43/553] Time 2.453 Data 0.001 Err 0.5368 top1 12.500 top5 3.125 | Epoch: [44][44/553] Time 2.440 Data 0.000 Err 0.2654 top1 7.031 top5 1.562 | Epoch: [44][45/553] Time 2.434 Data 0.001 Err 0.3820 top1 9.375 top5 4.688 | Epoch: [44][46/553] Time 2.475 Data 0.001 Err 0.4051 top1 13.281 top5 4.688 | Epoch: [44][47/553] Time 2.443 Data 0.001 Err 0.2766 top1 5.469 top5 3.125 | Epoch: [44][48/553] Time 2.440 Data 0.001 Err 0.1294 top1 3.125 top5 0.000 | Epoch: [44][49/553] Time 2.461 Data 0.001 Err 0.5101 top1 12.500 top5 6.250 | Epoch: [44][50/553] Time 2.472 Data 0.001 Err 0.3798 top1 12.500 top5 2.344 | Epoch: [44][51/553] Time 2.436 Data 0.001 Err 0.2277 top1 4.688 top5 1.562 | Epoch: [44][52/553] Time 2.472 Data 0.001 Err 0.3202 top1 8.594 top5 3.125 | Epoch: [44][53/553] Time 2.432 Data 0.001 Err 0.2885 top1 7.031 top5 2.344 | Epoch: [44][54/553] Time 2.445 Data 0.001 Err 0.1766 top1 3.906 top5 0.000 | Epoch: [44][55/553] Time 2.436 Data 0.001 Err 0.2830 top1 7.812 top5 1.562 | Epoch: [44][56/553] Time 2.441 Data 0.003 Err 0.2805 top1 9.375 top5 0.781 | Epoch: [44][57/553] Time 2.457 Data 0.001 Err 0.1965 top1 6.250 top5 0.000 | Epoch: [44][58/553] Time 2.440 Data 0.001 Err 0.4021 top1 9.375 top5 4.688 | Epoch: [44][59/553] Time 2.441 Data 0.001 Err 0.2791 top1 6.250 top5 1.562 | Epoch: [44][60/553] Time 2.437 Data 0.001 Err 0.3256 top1 10.938 top5 0.000 | Epoch: [44][61/553] Time 2.431 Data 0.001 Err 0.2199 top1 5.469 top5 0.000 | Epoch: [44][62/553] Time 2.437 Data 0.001 Err 0.3783 top1 10.938 top5 3.125 | Epoch: [44][63/553] Time 2.474 Data 0.001 Err 0.2846 top1 9.375 top5 0.781 | Epoch: [44][64/553] Time 2.453 Data 0.001 Err 0.2844 top1 6.250 top5 1.562 | Epoch: [44][65/553] Time 2.444 Data 0.001 Err 0.2168 top1 6.250 top5 1.562 | Epoch: [44][66/553] Time 2.444 Data 0.001 Err 0.2584 top1 6.250 top5 0.000 | Epoch: [44][67/553] Time 2.437 Data 0.001 Err 0.4670 top1 12.500 top5 3.906 | Epoch: [44][68/553] Time 2.435 Data 0.001 Err 0.3004 top1 7.031 top5 0.781 | Epoch: [44][69/553] Time 2.483 Data 0.001 Err 0.3252 top1 7.031 top5 3.125 | Epoch: [44][70/553] Time 2.442 Data 0.001 Err 0.3357 top1 8.594 top5 2.344 | Epoch: [44][71/553] Time 2.469 Data 0.001 Err 0.2329 top1 5.469 top5 2.344 | Epoch: [44][72/553] Time 2.450 Data 0.000 Err 0.2630 top1 6.250 top5 2.344 | Epoch: [44][73/553] Time 2.509 Data 0.001 Err 0.1819 top1 5.469 top5 0.000 | Epoch: [44][74/553] Time 2.436 Data 0.001 Err 0.2621 top1 8.594 top5 0.781 | Epoch: [44][75/553] Time 2.446 Data 0.001 Err 0.3030 top1 10.156 top5 2.344 | Epoch: [44][76/553] Time 2.457 Data 0.001 Err 0.2674 top1 7.812 top5 3.125 | Epoch: [44][77/553] Time 2.437 Data 0.000 Err 0.3115 top1 10.156 top5 1.562 | Epoch: [44][78/553] Time 2.479 Data 0.001 Err 0.3015 top1 7.031 top5 2.344 | Epoch: [44][79/553] Time 2.439 Data 0.001 Err 0.2879 top1 7.031 top5 2.344 | Epoch: [44][80/553] Time 2.436 Data 0.000 Err 0.3383 top1 9.375 top5 2.344 | Epoch: [44][81/553] Time 2.484 Data 0.001 Err 0.5729 top1 14.844 top5 4.688 | Epoch: [44][82/553] Time 2.479 Data 0.001 Err 0.2169 top1 5.469 top5 0.781 | Epoch: [44][83/553] Time 2.437 Data 0.001 Err 0.1971 top1 6.250 top5 1.562 | Epoch: [44][84/553] Time 2.441 Data 0.001 Err 0.4735 top1 12.500 top5 4.688 | Epoch: [44][85/553] Time 2.517 Data 0.001 Err 0.3383 top1 8.594 top5 2.344 | Epoch: [44][86/553] Time 2.464 Data 0.001 Err 0.3390 top1 8.594 top5 2.344 | Epoch: [44][87/553] Time 2.441 Data 0.001 Err 0.3449 top1 9.375 top5 3.125 | Epoch: [44][88/553] Time 2.457 Data 0.001 Err 0.2666 top1 9.375 top5 1.562 | Epoch: [44][89/553] Time 2.437 Data 0.001 Err 0.2903 top1 9.375 top5 2.344 | Epoch: [44][90/553] Time 2.475 Data 0.001 Err 0.1845 top1 5.469 top5 1.562 | Epoch: [44][91/553] Time 2.443 Data 0.000 Err 0.2590 top1 6.250 top5 0.781 | Epoch: [44][92/553] Time 2.472 Data 0.001 Err 0.2733 top1 10.156 top5 1.562 | Epoch: [44][93/553] Time 2.473 Data 0.001 Err 0.3362 top1 7.812 top5 1.562 | Epoch: [44][94/553] Time 2.465 Data 0.001 Err 0.1458 top1 3.125 top5 0.000 | Epoch: [44][95/553] Time 2.446 Data 0.001 Err 0.2506 top1 8.594 top5 0.781 | Epoch: [44][96/553] Time 2.435 Data 0.003 Err 0.3358 top1 10.156 top5 3.125 | Epoch: [44][97/553] Time 2.434 Data 0.001 Err 0.3404 top1 7.812 top5 3.906 | Epoch: [44][98/553] Time 2.500 Data 0.001 Err 0.2910 top1 10.156 top5 3.125 | Epoch: [44][99/553] Time 2.446 Data 0.001 Err 0.4438 top1 11.719 top5 3.906 | Epoch: [44][100/553] Time 2.443 Data 0.001 Err 0.2416 top1 7.812 top5 0.781 | Epoch: [44][101/553] Time 2.438 Data 0.000 Err 0.3327 top1 7.031 top5 2.344 | Epoch: [44][102/553] Time 2.446 Data 0.001 Err 0.3335 top1 8.594 top5 2.344 | Epoch: [44][103/553] Time 2.442 Data 0.001 Err 0.2034 top1 6.250 top5 0.781 | Epoch: [44][104/553] Time 2.507 Data 0.001 Err 0.2752 top1 7.031 top5 2.344 | Epoch: [44][105/553] Time 2.445 Data 0.001 Err 0.2642 top1 6.250 top5 1.562 | Epoch: [44][106/553] Time 2.449 Data 0.001 Err 0.4644 top1 12.500 top5 4.688 | Epoch: [44][107/553] Time 2.436 Data 0.001 Err 0.2674 top1 5.469 top5 2.344 | Epoch: [44][108/553] Time 2.442 Data 0.001 Err 0.3411 top1 8.594 top5 3.906 | Epoch: [44][109/553] Time 2.439 Data 0.001 Err 0.4128 top1 10.156 top5 3.906 | Epoch: [44][110/553] Time 2.433 Data 0.000 Err 0.5165 top1 10.938 top5 5.469 | Epoch: [44][111/553] Time 2.451 Data 0.001 Err 0.2177 top1 4.688 top5 1.562 | Epoch: [44][112/553] Time 2.441 Data 0.001 Err 0.4976 top1 12.500 top5 4.688 | Epoch: [44][113/553] Time 2.454 Data 0.001 Err 0.1886 top1 4.688 top5 0.781 | Epoch: [44][114/553] Time 2.464 Data 0.001 Err 0.3388 top1 8.594 top5 3.125 | Epoch: [44][115/553] Time 2.450 Data 0.004 Err 0.3005 top1 7.812 top5 2.344 | Epoch: [44][116/553] Time 2.431 Data 0.001 Err 0.3929 top1 11.719 top5 2.344 | Epoch: [44][117/553] Time 2.444 Data 0.001 Err 0.2845 top1 7.812 top5 1.562 | Epoch: [44][118/553] Time 2.438 Data 0.000 Err 0.2958 top1 6.250 top5 3.125 | Epoch: [44][119/553] Time 2.452 Data 0.001 Err 0.3837 top1 11.719 top5 2.344 | Epoch: [44][120/553] Time 2.447 Data 0.000 Err 0.2759 top1 7.031 top5 0.781 | Epoch: [44][121/553] Time 2.485 Data 0.001 Err 0.2572 top1 7.812 top5 0.781 | Epoch: [44][122/553] Time 2.436 Data 0.001 Err 0.2922 top1 7.031 top5 3.125 | Epoch: [44][123/553] Time 2.483 Data 0.001 Err 0.3108 top1 9.375 top5 1.562 | Epoch: [44][124/553] Time 2.461 Data 0.001 Err 0.3563 top1 10.938 top5 2.344 | Epoch: [44][125/553] Time 2.437 Data 0.001 Err 0.3065 top1 8.594 top5 1.562 | Epoch: [44][126/553] Time 2.447 Data 0.001 Err 0.2745 top1 6.250 top5 3.125 | Epoch: [44][127/553] Time 2.436 Data 0.001 Err 0.2062 top1 4.688 top5 1.562 | Epoch: [44][128/553] Time 2.440 Data 0.001 Err 0.2991 top1 7.031 top5 2.344 | Epoch: [44][129/553] Time 2.452 Data 0.001 Err 0.3185 top1 8.594 top5 1.562 | Epoch: [44][130/553] Time 2.433 Data 0.001 Err 0.2168 top1 4.688 top5 1.562 | Epoch: [44][131/553] Time 2.437 Data 0.001 Err 0.2203 top1 5.469 top5 0.000 | Epoch: [44][132/553] Time 2.500 Data 0.001 Err 0.2931 top1 10.938 top5 1.562 | Epoch: [44][133/553] Time 2.475 Data 0.001 Err 0.2943 top1 5.469 top5 3.125 | Epoch: [44][134/553] Time 2.440 Data 0.003 Err 0.3187 top1 10.156 top5 0.781 | Epoch: [44][135/553] Time 2.435 Data 0.001 Err 0.2001 top1 4.688 top5 0.781 | Epoch: [44][136/553] Time 2.462 Data 0.001 Err 0.3272 top1 10.938 top5 2.344 | Epoch: [44][137/553] Time 2.473 Data 0.001 Err 0.3438 top1 7.812 top5 4.688 | Epoch: [44][138/553] Time 2.442 Data 0.001 Err 0.3503 top1 7.812 top5 4.688 | Epoch: [44][139/553] Time 2.437 Data 0.001 Err 0.2505 top1 7.031 top5 0.781 | Epoch: [44][140/553] Time 2.453 Data 0.001 Err 0.2264 top1 5.469 top5 0.781 | Epoch: [44][141/553] Time 2.439 Data 0.001 Err 0.4782 top1 13.281 top5 3.906 | Epoch: [44][142/553] Time 2.449 Data 0.001 Err 0.3749 top1 10.938 top5 3.906 | Epoch: [44][143/553] Time 2.479 Data 0.001 Err 0.2037 top1 5.469 top5 1.562 | Epoch: [44][144/553] Time 2.459 Data 0.001 Err 0.3140 top1 8.594 top5 2.344 | Epoch: [44][145/553] Time 2.513 Data 0.001 Err 0.2743 top1 7.812 top5 3.906 | Epoch: [44][146/553] Time 2.456 Data 0.001 Err 0.1762 top1 3.125 top5 0.781 | Epoch: [44][147/553] Time 2.493 Data 0.001 Err 0.2463 top1 5.469 top5 2.344 | Epoch: [44][148/553] Time 2.447 Data 0.000 Err 0.2347 top1 5.469 top5 0.781 | Epoch: [44][149/553] Time 2.435 Data 0.001 Err 0.2757 top1 7.031 top5 3.906 | Epoch: [44][150/553] Time 2.460 Data 0.001 Err 0.4269 top1 11.719 top5 3.906 | Epoch: [44][151/553] Time 2.505 Data 0.001 Err 0.3290 top1 7.812 top5 3.125 | Epoch: [44][152/553] Time 2.439 Data 0.001 Err 0.1497 top1 3.125 top5 0.000 | Epoch: [44][153/553] Time 2.483 Data 0.004 Err 0.2684 top1 6.250 top5 0.781 | Epoch: [44][154/553] Time 2.451 Data 0.001 Err 0.2171 top1 3.906 top5 1.562 | Epoch: [44][155/553] Time 2.442 Data 0.001 Err 0.3402 top1 7.031 top5 3.906 | Epoch: [44][156/553] Time 2.441 Data 0.001 Err 0.3397 top1 7.031 top5 3.906 | Epoch: [44][157/553] Time 2.476 Data 0.001 Err 0.1463 top1 5.469 top5 0.000 | Epoch: [44][158/553] Time 2.437 Data 0.001 Err 0.3067 top1 7.812 top5 2.344 | Epoch: [44][159/553] Time 2.437 Data 0.001 Err 0.4702 top1 12.500 top5 4.688 | Epoch: [44][160/553] Time 2.448 Data 0.001 Err 0.4037 top1 10.156 top5 3.906 | Epoch: [44][161/553] Time 2.519 Data 0.001 Err 0.2320 top1 6.250 top5 1.562 | Epoch: [44][162/553] Time 2.435 Data 0.001 Err 0.2099 top1 3.125 top5 1.562 | Epoch: [44][163/553] Time 2.447 Data 0.001 Err 0.4638 top1 14.062 top5 2.344 | Epoch: [44][164/553] Time 2.434 Data 0.001 Err 0.2640 top1 7.031 top5 2.344 | Epoch: [44][165/553] Time 2.456 Data 0.001 Err 0.4637 top1 11.719 top5 6.250 | Epoch: [44][166/553] Time 2.442 Data 0.001 Err 0.2955 top1 6.250 top5 1.562 | Epoch: [44][167/553] Time 2.460 Data 0.000 Err 0.3804 top1 8.594 top5 3.125 | Epoch: [44][168/553] Time 2.473 Data 0.001 Err 0.4609 top1 11.719 top5 4.688 | Epoch: [44][169/553] Time 2.478 Data 0.001 Err 0.2586 top1 3.906 top5 2.344 | Epoch: [44][170/553] Time 2.455 Data 0.001 Err 0.6755 top1 14.844 top5 7.812 | Epoch: [44][171/553] Time 2.478 Data 0.001 Err 0.3308 top1 8.594 top5 1.562 | Epoch: [44][172/553] Time 2.453 Data 0.003 Err 0.3328 top1 9.375 top5 3.125 | Epoch: [44][173/553] Time 2.439 Data 0.001 Err 0.2160 top1 4.688 top5 2.344 | Epoch: [44][174/553] Time 2.432 Data 0.001 Err 0.3333 top1 10.156 top5 2.344 | Epoch: [44][175/553] Time 2.436 Data 0.001 Err 0.3228 top1 9.375 top5 3.125 | Epoch: [44][176/553] Time 2.492 Data 0.001 Err 0.3602 top1 7.812 top5 3.906 | Epoch: [44][177/553] Time 2.476 Data 0.000 Err 0.3682 top1 8.594 top5 5.469 | Epoch: [44][178/553] Time 2.442 Data 0.001 Err 0.4013 top1 14.844 top5 2.344 | Epoch: [44][179/553] Time 2.450 Data 0.001 Err 0.3562 top1 8.594 top5 3.125 | Epoch: [44][180/553] Time 2.442 Data 0.001 Err 0.4365 top1 10.938 top5 3.906 | Epoch: [44][181/553] Time 2.470 Data 0.001 Err 0.1985 top1 5.469 top5 0.781 | Epoch: [44][182/553] Time 2.491 Data 0.001 Err 0.4949 top1 14.062 top5 4.688 | Epoch: [44][183/553] Time 2.434 Data 0.001 Err 0.3395 top1 8.594 top5 3.125 | Epoch: [44][184/553] Time 2.440 Data 0.000 Err 0.3598 top1 8.594 top5 4.688 | Epoch: [44][185/553] Time 2.444 Data 0.001 Err 0.3216 top1 9.375 top5 1.562 | Epoch: [44][186/553] Time 2.439 Data 0.000 Err 0.2692 top1 7.031 top5 1.562 | Epoch: [44][187/553] Time 2.436 Data 0.001 Err 0.1516 top1 3.125 top5 0.781 | Epoch: [44][188/553] Time 2.440 Data 0.001 Err 0.3659 top1 7.812 top5 3.906 | Epoch: [44][189/553] Time 2.478 Data 0.001 Err 0.3837 top1 9.375 top5 3.906 | Epoch: [44][190/553] Time 2.454 Data 0.001 Err 0.2374 top1 7.812 top5 0.781 | Epoch: [44][191/553] Time 2.452 Data 0.003 Err 0.2728 top1 6.250 top5 2.344 | Epoch: [44][192/553] Time 2.471 Data 0.000 Err 0.2262 top1 7.031 top5 0.781 | Epoch: [44][193/553] Time 2.438 Data 0.001 Err 0.3892 top1 7.812 top5 3.906 | Epoch: [44][194/553] Time 2.441 Data 0.001 Err 0.2200 top1 5.469 top5 3.125 | Epoch: [44][195/553] Time 2.436 Data 0.001 Err 0.3278 top1 10.156 top5 2.344 | Epoch: [44][196/553] Time 2.440 Data 0.001 Err 0.2744 top1 7.031 top5 2.344 | Epoch: [44][197/553] Time 2.476 Data 0.001 Err 0.3751 top1 10.156 top5 3.906 | Epoch: [44][198/553] Time 2.439 Data 0.001 Err 0.3310 top1 7.812 top5 2.344 | Epoch: [44][199/553] Time 2.450 Data 0.001 Err 0.3399 top1 8.594 top5 2.344 | Epoch: [44][200/553] Time 2.462 Data 0.001 Err 0.3592 top1 7.031 top5 2.344 | Epoch: [44][201/553] Time 2.470 Data 0.001 Err 0.2905 top1 9.375 top5 3.125 | Epoch: [44][202/553] Time 2.484 Data 0.001 Err 0.4361 top1 10.156 top5 2.344 | Epoch: [44][203/553] Time 2.446 Data 0.001 Err 0.3705 top1 11.719 top5 2.344 | Epoch: [44][204/553] Time 2.448 Data 0.001 Err 0.2281 top1 4.688 top5 1.562 | Epoch: [44][205/553] Time 2.446 Data 0.000 Err 0.3576 top1 10.938 top5 1.562 | Epoch: [44][206/553] Time 2.439 Data 0.001 Err 0.3639 top1 9.375 top5 3.125 | Epoch: [44][207/553] Time 2.442 Data 0.001 Err 0.2560 top1 5.469 top5 0.781 | Epoch: [44][208/553] Time 2.483 Data 0.001 Err 0.3314 top1 7.812 top5 2.344 | Epoch: [44][209/553] Time 2.441 Data 0.001 Err 0.3039 top1 6.250 top5 1.562 | Epoch: [44][210/553] Time 2.441 Data 0.004 Err 0.3182 top1 8.594 top5 3.125 | Epoch: [44][211/553] Time 2.443 Data 0.001 Err 0.4550 top1 10.938 top5 3.906 | Epoch: [44][212/553] Time 2.438 Data 0.001 Err 0.2796 top1 6.250 top5 1.562 | Epoch: [44][213/553] Time 2.440 Data 0.000 Err 0.4640 top1 11.719 top5 4.688 | Epoch: [44][214/553] Time 2.477 Data 0.001 Err 0.2351 top1 7.812 top5 1.562 | Epoch: [44][215/553] Time 2.438 Data 0.001 Err 0.1955 top1 5.469 top5 0.781 | Epoch: [44][216/553] Time 2.445 Data 0.001 Err 0.3154 top1 8.594 top5 1.562 | Epoch: [44][217/553] Time 2.438 Data 0.001 Err 0.2497 top1 6.250 top5 0.781 | Epoch: [44][218/553] Time 2.484 Data 0.001 Err 0.1754 top1 3.125 top5 0.781 | Epoch: [44][219/553] Time 2.446 Data 0.001 Err 0.2951 top1 9.375 top5 0.781 | Epoch: [44][220/553] Time 2.452 Data 0.001 Err 0.3107 top1 7.031 top5 1.562 | Epoch: [44][221/553] Time 2.437 Data 0.001 Err 0.3444 top1 9.375 top5 3.906 | Epoch: [44][222/553] Time 2.432 Data 0.001 Err 0.2500 top1 6.250 top5 0.781 | Epoch: [44][223/553] Time 2.437 Data 0.001 Err 0.2159 top1 6.250 top5 0.781 | Epoch: [44][224/553] Time 2.477 Data 0.000 Err 0.3103 top1 8.594 top5 2.344 | Epoch: [44][225/553] Time 2.438 Data 0.001 Err 0.4000 top1 8.594 top5 4.688 | Epoch: [44][226/553] Time 2.439 Data 0.001 Err 0.5139 top1 13.281 top5 3.906 | Epoch: [44][227/553] Time 2.468 Data 0.001 Err 0.1903 top1 6.250 top5 0.781 | Epoch: [44][228/553] Time 2.455 Data 0.001 Err 0.2454 top1 4.688 top5 1.562 | Epoch: [44][229/553] Time 2.467 Data 0.000 Err 0.4663 top1 9.375 top5 6.250 | Epoch: [44][230/553] Time 2.441 Data 0.001 Err 0.3907 top1 10.156 top5 3.125 | Epoch: [44][231/553] Time 2.437 Data 0.001 Err 0.3361 top1 10.156 top5 3.125 | Epoch: [44][232/553] Time 2.442 Data 0.001 Err 0.3760 top1 9.375 top5 3.906 | Epoch: [44][233/553] Time 2.437 Data 0.001 Err 0.2834 top1 9.375 top5 1.562 | Epoch: [44][234/553] Time 2.433 Data 0.000 Err 0.3333 top1 8.594 top5 3.125 | Epoch: [44][235/553] Time 2.440 Data 0.001 Err 0.2353 top1 7.031 top5 1.562 | Epoch: [44][236/553] Time 2.434 Data 0.001 Err 0.4355 top1 9.375 top5 3.906 | Epoch: [44][237/553] Time 2.465 Data 0.001 Err 0.2970 top1 7.031 top5 1.562 | Epoch: [44][238/553] Time 2.441 Data 0.001 Err 0.2771 top1 6.250 top5 2.344 | Epoch: [44][239/553] Time 2.449 Data 0.001 Err 0.2112 top1 7.031 top5 2.344 | Epoch: [44][240/553] Time 2.436 Data 0.001 Err 0.3406 top1 7.031 top5 3.125 | Epoch: [44][241/553] Time 2.507 Data 0.001 Err 0.4807 top1 11.719 top5 4.688 | Epoch: [44][242/553] Time 2.456 Data 0.001 Err 0.3957 top1 10.156 top5 3.906 | Epoch: [44][243/553] Time 2.503 Data 0.000 Err 0.3394 top1 9.375 top5 3.125 | Epoch: [44][244/553] Time 2.476 Data 0.001 Err 0.3350 top1 10.156 top5 3.125 | Epoch: [44][245/553] Time 2.431 Data 0.001 Err 0.3092 top1 7.812 top5 3.906 | Epoch: [44][246/553] Time 2.440 Data 0.001 Err 0.2769 top1 9.375 top5 2.344 | Epoch: [44][247/553] Time 2.436 Data 0.001 Err 0.2821 top1 7.812 top5 2.344 | Epoch: [44][248/553] Time 2.437 Data 0.004 Err 0.3606 top1 8.594 top5 3.125 | Epoch: [44][249/553] Time 2.443 Data 0.001 Err 0.2850 top1 7.031 top5 1.562 | Epoch: [44][250/553] Time 2.448 Data 0.001 Err 0.3181 top1 10.938 top5 2.344 | Epoch: [44][251/553] Time 2.446 Data 0.000 Err 0.3000 top1 9.375 top5 3.125 | Epoch: [44][252/553] Time 2.447 Data 0.001 Err 0.2687 top1 9.375 top5 1.562 | Epoch: [44][253/553] Time 2.433 Data 0.000 Err 0.2570 top1 5.469 top5 0.781 | Epoch: [44][254/553] Time 2.442 Data 0.001 Err 0.2241 top1 5.469 top5 0.000 | Epoch: [44][255/553] Time 2.438 Data 0.001 Err 0.4886 top1 13.281 top5 3.125 | Epoch: [44][256/553] Time 2.443 Data 0.001 Err 0.2768 top1 7.031 top5 1.562 | Epoch: [44][257/553] Time 2.449 Data 0.001 Err 0.2789 top1 10.156 top5 0.781 | Epoch: [44][258/553] Time 2.487 Data 0.001 Err 0.3902 top1 9.375 top5 3.906 | Epoch: [44][259/553] Time 2.432 Data 0.001 Err 0.3925 top1 9.375 top5 3.906 | Epoch: [44][260/553] Time 2.441 Data 0.001 Err 0.2188 top1 9.375 top5 0.000 | Epoch: [44][261/553] Time 2.438 Data 0.001 Err 0.5571 top1 14.062 top5 6.250 | Epoch: [44][262/553] Time 2.438 Data 0.000 Err 0.3972 top1 11.719 top5 4.688 | Epoch: [44][263/553] Time 2.482 Data 0.001 Err 0.3726 top1 10.156 top5 3.906 | Epoch: [44][264/553] Time 2.484 Data 0.001 Err 0.2514 top1 6.250 top5 2.344 | Epoch: [44][265/553] Time 2.499 Data 0.001 Err 0.2673 top1 7.812 top5 0.781 | Epoch: [44][266/553] Time 2.480 Data 0.001 Err 0.3883 top1 8.594 top5 3.125 | Epoch: [44][267/553] Time 2.455 Data 0.001 Err 0.3088 top1 11.719 top5 2.344 | Epoch: [44][268/553] Time 2.433 Data 0.001 Err 0.4315 top1 12.500 top5 2.344 | Epoch: [44][269/553] Time 2.453 Data 0.001 Err 0.3598 top1 7.812 top5 3.906 | Epoch: [44][270/553] Time 2.434 Data 0.001 Err 0.3316 top1 8.594 top5 3.906 | Epoch: [44][271/553] Time 2.433 Data 0.001 Err 0.2681 top1 8.594 top5 2.344 | Epoch: [44][272/553] Time 2.443 Data 0.000 Err 0.2012 top1 3.906 top5 0.781 | Epoch: [44][273/553] Time 2.437 Data 0.001 Err 0.2877 top1 8.594 top5 1.562 | Epoch: [44][274/553] Time 2.436 Data 0.001 Err 0.3884 top1 9.375 top5 1.562 | Epoch: [44][275/553] Time 2.456 Data 0.001 Err 0.2096 top1 3.125 top5 1.562 | Epoch: [44][276/553] Time 2.491 Data 0.001 Err 0.2349 top1 5.469 top5 2.344 | Epoch: [44][277/553] Time 2.446 Data 0.001 Err 0.3676 top1 11.719 top5 2.344 | Epoch: [44][278/553] Time 2.439 Data 0.001 Err 0.2275 top1 6.250 top5 1.562 | Epoch: [44][279/553] Time 2.442 Data 0.001 Err 0.2471 top1 7.031 top5 0.781 | Epoch: [44][280/553] Time 2.442 Data 0.001 Err 0.5159 top1 11.719 top5 5.469 | Epoch: [44][281/553] Time 2.466 Data 0.000 Err 0.2664 top1 6.250 top5 0.781 | Epoch: [44][282/553] Time 2.474 Data 0.001 Err 0.2818 top1 8.594 top5 1.562 | Epoch: [44][283/553] Time 2.441 Data 0.001 Err 0.2516 top1 5.469 top5 1.562 | Epoch: [44][284/553] Time 2.439 Data 0.001 Err 0.4091 top1 9.375 top5 4.688 | Epoch: [44][285/553] Time 2.447 Data 0.001 Err 0.3028 top1 7.031 top5 2.344 | Epoch: [44][286/553] Time 2.441 Data 0.004 Err 0.2094 top1 4.688 top5 1.562 | Epoch: [44][287/553] Time 2.447 Data 0.000 Err 0.3128 top1 8.594 top5 2.344 | Epoch: [44][288/553] Time 2.436 Data 0.001 Err 0.3597 top1 7.031 top5 2.344 | Epoch: [44][289/553] Time 2.433 Data 0.001 Err 0.2694 top1 8.594 top5 0.000 | Epoch: [44][290/553] Time 2.451 Data 0.000 Err 0.3866 top1 10.938 top5 3.906 | Epoch: [44][291/553] Time 2.453 Data 0.001 Err 0.2928 top1 9.375 top5 2.344 | Epoch: [44][292/553] Time 2.440 Data 0.001 Err 0.3858 top1 9.375 top5 3.125 | Epoch: [44][293/553] Time 2.443 Data 0.001 Err 0.4776 top1 12.500 top5 3.125 | Epoch: [44][294/553] Time 2.443 Data 0.001 Err 0.4024 top1 9.375 top5 3.125 | Epoch: [44][295/553] Time 2.447 Data 0.001 Err 0.2100 top1 3.906 top5 1.562 | Epoch: [44][296/553] Time 2.442 Data 0.001 Err 0.3947 top1 11.719 top5 2.344 | Epoch: [44][297/553] Time 2.441 Data 0.001 Err 0.3596 top1 9.375 top5 1.562 | Epoch: [44][298/553] Time 2.438 Data 0.000 Err 0.2752 top1 7.812 top5 2.344 | Epoch: [44][299/553] Time 2.435 Data 0.001 Err 0.4785 top1 10.938 top5 4.688 | Epoch: [44][300/553] Time 2.433 Data 0.000 Err 0.2789 top1 7.031 top5 1.562 | Epoch: [44][301/553] Time 2.432 Data 0.001 Err 0.3817 top1 10.156 top5 2.344 | Epoch: [44][302/553] Time 2.447 Data 0.001 Err 0.4656 top1 13.281 top5 1.562 | Epoch: [44][303/553] Time 2.441 Data 0.001 Err 0.2965 top1 10.938 top5 0.781 | Epoch: [44][304/553] Time 2.440 Data 0.001 Err 0.2847 top1 7.812 top5 1.562 | Epoch: [44][305/553] Time 2.463 Data 0.003 Err 0.3232 top1 8.594 top5 1.562 | Epoch: [44][306/553] Time 2.469 Data 0.001 Err 0.2375 top1 5.469 top5 0.781 | Epoch: [44][307/553] Time 2.441 Data 0.001 Err 0.3742 top1 7.812 top5 3.906 | Epoch: [44][308/553] Time 2.436 Data 0.001 Err 0.2253 top1 5.469 top5 1.562 | Epoch: [44][309/553] Time 2.437 Data 0.001 Err 0.2102 top1 3.906 top5 1.562 | Epoch: [44][310/553] Time 2.437 Data 0.000 Err 0.4995 top1 9.375 top5 4.688 | Epoch: [44][311/553] Time 2.437 Data 0.001 Err 0.2403 top1 6.250 top5 1.562 | Epoch: [44][312/553] Time 2.480 Data 0.001 Err 0.4168 top1 11.719 top5 3.125 | Epoch: [44][313/553] Time 2.452 Data 0.001 Err 0.3488 top1 10.938 top5 1.562 | Epoch: [44][314/553] Time 2.444 Data 0.001 Err 0.4235 top1 10.938 top5 2.344 | Epoch: [44][315/553] Time 2.504 Data 0.001 Err 0.2402 top1 7.812 top5 2.344 | Epoch: [44][316/553] Time 2.474 Data 0.001 Err 0.2807 top1 6.250 top5 2.344 | Epoch: [44][317/553] Time 2.506 Data 0.001 Err 0.2420 top1 4.688 top5 2.344 | Epoch: [44][318/553] Time 2.440 Data 0.001 Err 0.3426 top1 10.938 top5 2.344 | Epoch: [44][319/553] Time 2.451 Data 0.001 Err 0.2905 top1 6.250 top5 2.344 | Epoch: [44][320/553] Time 2.437 Data 0.001 Err 0.3947 top1 9.375 top5 2.344 | Epoch: [44][321/553] Time 2.463 Data 0.001 Err 0.2474 top1 3.906 top5 2.344 | Epoch: [44][322/553] Time 2.473 Data 0.001 Err 0.1373 top1 3.125 top5 0.781 | Epoch: [44][323/553] Time 2.431 Data 0.001 Err 0.3312 top1 7.031 top5 3.906 | Epoch: [44][324/553] Time 2.438 Data 0.003 Err 0.3252 top1 10.156 top5 1.562 | Epoch: [44][325/553] Time 2.452 Data 0.001 Err 0.1767 top1 5.469 top5 1.562 | Epoch: [44][326/553] Time 2.439 Data 0.001 Err 0.3003 top1 9.375 top5 2.344 | Epoch: [44][327/553] Time 2.479 Data 0.000 Err 0.2017 top1 4.688 top5 1.562 | Epoch: [44][328/553] Time 2.469 Data 0.001 Err 0.3647 top1 9.375 top5 3.125 | Epoch: [44][329/553] Time 2.477 Data 0.000 Err 0.3173 top1 9.375 top5 1.562 | Epoch: [44][330/553] Time 2.468 Data 0.001 Err 0.2131 top1 4.688 top5 0.781 | Epoch: [44][331/553] Time 2.434 Data 0.001 Err 0.3163 top1 10.938 top5 3.125 | Epoch: [44][332/553] Time 2.483 Data 0.001 Err 0.3439 top1 10.156 top5 0.781 | Epoch: [44][333/553] Time 2.466 Data 0.001 Err 0.2377 top1 6.250 top5 0.781 | Epoch: [44][334/553] Time 2.471 Data 0.001 Err 0.2540 top1 7.812 top5 2.344 | Epoch: [44][335/553] Time 2.466 Data 0.001 Err 0.2874 top1 10.156 top5 0.781 | Epoch: [44][336/553] Time 2.438 Data 0.001 Err 0.3510 top1 10.938 top5 1.562 | Epoch: [44][337/553] Time 2.436 Data 0.001 Err 0.3723 top1 7.812 top5 3.125 | Epoch: [44][338/553] Time 2.474 Data 0.000 Err 0.2697 top1 5.469 top5 2.344 | Epoch: [44][339/553] Time 2.439 Data 0.001 Err 0.3723 top1 9.375 top5 2.344 | Epoch: [44][340/553] Time 2.438 Data 0.001 Err 0.3032 top1 9.375 top5 0.781 | Epoch: [44][341/553] Time 2.443 Data 0.001 Err 0.2275 top1 6.250 top5 1.562 | Epoch: [44][342/553] Time 2.439 Data 0.001 Err 0.2524 top1 6.250 top5 1.562 | Epoch: [44][343/553] Time 2.460 Data 0.001 Err 0.2991 top1 7.031 top5 2.344 | Epoch: [44][344/553] Time 2.450 Data 0.001 Err 0.4394 top1 10.156 top5 5.469 | Epoch: [44][345/553] Time 2.442 Data 0.001 Err 0.2489 top1 3.906 top5 2.344 | Epoch: [44][346/553] Time 2.438 Data 0.000 Err 0.2275 top1 6.250 top5 0.781 | Epoch: [44][347/553] Time 2.438 Data 0.001 Err 0.2797 top1 4.688 top5 3.125 | Epoch: [44][348/553] Time 2.438 Data 0.001 Err 0.2273 top1 7.031 top5 1.562 | Epoch: [44][349/553] Time 2.441 Data 0.001 Err 0.2596 top1 6.250 top5 1.562 | Epoch: [44][350/553] Time 2.436 Data 0.001 Err 0.2530 top1 5.469 top5 1.562 | Epoch: [44][351/553] Time 2.458 Data 0.001 Err 0.2780 top1 10.938 top5 0.000 | Epoch: [44][352/553] Time 2.437 Data 0.001 Err 0.2122 top1 5.469 top5 0.781 | Epoch: [44][353/553] Time 2.433 Data 0.001 Err 0.3254 top1 9.375 top5 0.781 | Epoch: [44][354/553] Time 2.439 Data 0.001 Err 0.2392 top1 7.031 top5 2.344 | Epoch: [44][355/553] Time 2.437 Data 0.001 Err 0.2793 top1 7.031 top5 0.781 | Epoch: [44][356/553] Time 2.438 Data 0.001 Err 0.3406 top1 13.281 top5 1.562 | Epoch: [44][357/553] Time 2.461 Data 0.001 Err 0.2271 top1 7.031 top5 1.562 | Epoch: [44][358/553] Time 2.480 Data 0.001 Err 0.2835 top1 7.031 top5 3.125 | Epoch: [44][359/553] Time 2.454 Data 0.001 Err 0.2328 top1 6.250 top5 0.781 | Epoch: [44][360/553] Time 2.479 Data 0.001 Err 0.3307 top1 8.594 top5 1.562 | Epoch: [44][361/553] Time 2.435 Data 0.001 Err 0.4811 top1 13.281 top5 4.688 | Epoch: [44][362/553] Time 2.480 Data 0.004 Err 0.3144 top1 9.375 top5 1.562 | Epoch: [44][363/553] Time 2.436 Data 0.001 Err 0.3226 top1 9.375 top5 2.344 | Epoch: [44][364/553] Time 2.452 Data 0.001 Err 0.2868 top1 9.375 top5 2.344 | Epoch: [44][365/553] Time 2.433 Data 0.001 Err 0.3439 top1 10.156 top5 4.688 | Epoch: [44][366/553] Time 2.436 Data 0.001 Err 0.3847 top1 8.594 top5 4.688 | Epoch: [44][367/553] Time 2.446 Data 0.001 Err 0.3821 top1 7.812 top5 3.125 | Epoch: [44][368/553] Time 2.439 Data 0.001 Err 0.3718 top1 13.281 top5 2.344 | Epoch: [44][369/553] Time 2.477 Data 0.001 Err 0.4872 top1 12.500 top5 3.906 | Epoch: [44][370/553] Time 2.443 Data 0.001 Err 0.4484 top1 9.375 top5 3.125 | Epoch: [44][371/553] Time 2.444 Data 0.001 Err 0.3311 top1 8.594 top5 2.344 | Epoch: [44][372/553] Time 2.464 Data 0.001 Err 0.2785 top1 7.031 top5 3.125 | Epoch: [44][373/553] Time 2.444 Data 0.000 Err 0.2643 top1 4.688 top5 1.562 | Epoch: [44][374/553] Time 2.446 Data 0.000 Err 0.3678 top1 10.156 top5 4.688 | Epoch: [44][375/553] Time 2.439 Data 0.001 Err 0.2948 top1 7.812 top5 2.344 | Epoch: [44][376/553] Time 2.434 Data 0.000 Err 0.2384 top1 7.031 top5 1.562 | Epoch: [44][377/553] Time 2.442 Data 0.001 Err 0.2895 top1 9.375 top5 0.781 | Epoch: [44][378/553] Time 2.440 Data 0.001 Err 0.4083 top1 10.938 top5 5.469 | Epoch: [44][379/553] Time 2.441 Data 0.001 Err 0.3056 top1 7.812 top5 1.562 | Epoch: [44][380/553] Time 2.451 Data 0.001 Err 0.4535 top1 11.719 top5 3.906 | Epoch: [44][381/553] Time 2.435 Data 0.002 Err 0.2982 top1 5.469 top5 3.125 | Epoch: [44][382/553] Time 2.470 Data 0.001 Err 0.2953 top1 6.250 top5 0.781 | Epoch: [44][383/553] Time 2.434 Data 0.001 Err 0.2718 top1 5.469 top5 1.562 | Epoch: [44][384/553] Time 2.434 Data 0.001 Err 0.2302 top1 6.250 top5 0.781 | Epoch: [44][385/553] Time 2.441 Data 0.000 Err 0.1882 top1 3.125 top5 1.562 | Epoch: [44][386/553] Time 2.433 Data 0.000 Err 0.2085 top1 5.469 top5 0.781 | Epoch: [44][387/553] Time 2.443 Data 0.001 Err 0.2551 top1 7.031 top5 3.125 | Epoch: [44][388/553] Time 2.436 Data 0.001 Err 0.2862 top1 7.031 top5 2.344 | Epoch: [44][389/553] Time 2.473 Data 0.001 Err 0.3380 top1 8.594 top5 1.562 | Epoch: [44][390/553] Time 2.475 Data 0.001 Err 0.2229 top1 5.469 top5 1.562 | Epoch: [44][391/553] Time 2.446 Data 0.001 Err 0.2717 top1 7.031 top5 2.344 | Epoch: [44][392/553] Time 2.442 Data 0.001 Err 0.3986 top1 11.719 top5 3.125 | Epoch: [44][393/553] Time 2.447 Data 0.001 Err 0.4334 top1 11.719 top5 5.469 | Epoch: [44][394/553] Time 2.436 Data 0.001 Err 0.3893 top1 9.375 top5 3.906 | Epoch: [44][395/553] Time 2.441 Data 0.000 Err 0.3735 top1 11.719 top5 3.906 | Epoch: [44][396/553] Time 2.434 Data 0.001 Err 0.3619 top1 10.156 top5 2.344 | Epoch: [44][397/553] Time 2.508 Data 0.001 Err 0.3478 top1 7.812 top5 3.125 | Epoch: [44][398/553] Time 2.444 Data 0.001 Err 0.2810 top1 7.812 top5 2.344 | Epoch: [44][399/553] Time 2.444 Data 0.001 Err 0.1560 top1 2.344 top5 0.000 | Epoch: [44][400/553] Time 2.433 Data 0.004 Err 0.3490 top1 8.594 top5 2.344 | Epoch: [44][401/553] Time 2.490 Data 0.001 Err 0.3984 top1 10.156 top5 1.562 | Epoch: [44][402/553] Time 2.441 Data 0.001 Err 0.3072 top1 8.594 top5 1.562 | Epoch: [44][403/553] Time 2.436 Data 0.001 Err 0.1799 top1 4.688 top5 1.562 | Epoch: [44][404/553] Time 2.483 Data 0.001 Err 0.3810 top1 9.375 top5 3.906 | Epoch: [44][405/553] Time 2.473 Data 0.000 Err 0.1919 top1 4.688 top5 0.781 | Epoch: [44][406/553] Time 2.438 Data 0.001 Err 0.3120 top1 7.812 top5 3.125 | Epoch: [44][407/553] Time 2.452 Data 0.001 Err 0.2711 top1 7.031 top5 1.562 | Epoch: [44][408/553] Time 2.481 Data 0.001 Err 0.2944 top1 10.156 top5 2.344 | Epoch: [44][409/553] Time 2.481 Data 0.001 Err 0.4108 top1 10.938 top5 3.906 | Epoch: [44][410/553] Time 2.456 Data 0.001 Err 0.3201 top1 8.594 top5 0.781 | Epoch: [44][411/553] Time 2.483 Data 0.001 Err 0.2819 top1 7.031 top5 3.125 | Epoch: [44][412/553] Time 2.504 Data 0.001 Err 0.4591 top1 10.156 top5 4.688 | Epoch: [44][413/553] Time 2.485 Data 0.001 Err 0.5400 top1 13.281 top5 3.125 | Epoch: [44][414/553] Time 2.440 Data 0.001 Err 0.2878 top1 9.375 top5 2.344 | Epoch: [44][415/553] Time 2.436 Data 0.001 Err 0.3800 top1 9.375 top5 5.469 | Epoch: [44][416/553] Time 2.440 Data 0.001 Err 0.3262 top1 7.812 top5 3.125 | Epoch: [44][417/553] Time 2.477 Data 0.001 Err 0.2560 top1 6.250 top5 1.562 | Epoch: [44][418/553] Time 2.437 Data 0.001 Err 0.3691 top1 9.375 top5 2.344 | Epoch: [44][419/553] Time 2.458 Data 0.002 Err 0.3140 top1 9.375 top5 0.781 | Epoch: [44][420/553] Time 2.442 Data 0.001 Err 0.4134 top1 11.719 top5 4.688 | Epoch: [44][421/553] Time 2.438 Data 0.001 Err 0.3401 top1 10.156 top5 2.344 | Epoch: [44][422/553] Time 2.437 Data 0.000 Err 0.3409 top1 9.375 top5 3.125 | Epoch: [44][423/553] Time 2.431 Data 0.001 Err 0.3361 top1 9.375 top5 3.125 | Epoch: [44][424/553] Time 2.451 Data 0.001 Err 0.3135 top1 6.250 top5 1.562 | Epoch: [44][425/553] Time 2.472 Data 0.001 Err 0.2879 top1 7.031 top5 1.562 | Epoch: [44][426/553] Time 2.435 Data 0.001 Err 0.2117 top1 3.906 top5 0.781 | Epoch: [44][427/553] Time 2.496 Data 0.001 Err 0.2418 top1 8.594 top5 0.781 | Epoch: [44][428/553] Time 2.437 Data 0.001 Err 0.2925 top1 6.250 top5 1.562 | Epoch: [44][429/553] Time 2.485 Data 0.001 Err 0.5170 top1 16.406 top5 3.125 | Epoch: [44][430/553] Time 2.441 Data 0.001 Err 0.3272 top1 9.375 top5 2.344 | Epoch: [44][431/553] Time 2.435 Data 0.001 Err 0.2342 top1 7.031 top5 0.781 | Epoch: [44][432/553] Time 2.441 Data 0.001 Err 0.2385 top1 7.031 top5 1.562 | Epoch: [44][433/553] Time 2.478 Data 0.001 Err 0.2775 top1 8.594 top5 2.344 | Epoch: [44][434/553] Time 2.462 Data 0.001 Err 0.2603 top1 5.469 top5 3.125 | Epoch: [44][435/553] Time 2.435 Data 0.001 Err 0.1700 top1 5.469 top5 0.000 | Epoch: [44][436/553] Time 2.449 Data 0.001 Err 0.5169 top1 15.625 top5 3.906 | Epoch: [44][437/553] Time 2.437 Data 0.001 Err 0.3340 top1 7.812 top5 2.344 | Epoch: [44][438/553] Time 2.444 Data 0.004 Err 0.3389 top1 9.375 top5 1.562 | Epoch: [44][439/553] Time 2.438 Data 0.001 Err 0.1581 top1 3.906 top5 0.781 | Epoch: [44][440/553] Time 2.476 Data 0.001 Err 0.3941 top1 11.719 top5 2.344 | Epoch: [44][441/553] Time 2.442 Data 0.001 Err 0.2552 top1 5.469 top5 1.562 | Epoch: [44][442/553] Time 2.432 Data 0.000 Err 0.2820 top1 7.031 top5 0.781 | Epoch: [44][443/553] Time 2.496 Data 0.000 Err 0.2267 top1 5.469 top5 1.562 | Epoch: [44][444/553] Time 2.476 Data 0.001 Err 0.2544 top1 6.250 top5 1.562 | Epoch: [44][445/553] Time 2.441 Data 0.001 Err 0.2490 top1 5.469 top5 3.125 | Epoch: [44][446/553] Time 2.443 Data 0.001 Err 0.2290 top1 7.031 top5 0.781 | Epoch: [44][447/553] Time 2.480 Data 0.001 Err 0.3865 top1 11.719 top5 2.344 | Epoch: [44][448/553] Time 2.475 Data 0.001 Err 0.2780 top1 7.812 top5 2.344 | Epoch: [44][449/553] Time 2.470 Data 0.001 Err 0.2080 top1 6.250 top5 0.000 | Epoch: [44][450/553] Time 2.448 Data 0.001 Err 0.3345 top1 8.594 top5 2.344 | Epoch: [44][451/553] Time 2.446 Data 0.001 Err 0.4384 top1 10.938 top5 5.469 | Epoch: [44][452/553] Time 2.438 Data 0.000 Err 0.3962 top1 8.594 top5 4.688 | Epoch: [44][453/553] Time 2.446 Data 0.001 Err 0.2903 top1 5.469 top5 2.344 | Epoch: [44][454/553] Time 2.447 Data 0.001 Err 0.3178 top1 9.375 top5 3.125 | Epoch: [44][455/553] Time 2.441 Data 0.001 Err 0.3537 top1 8.594 top5 1.562 | Epoch: [44][456/553] Time 2.435 Data 0.001 Err 0.3504 top1 8.594 top5 2.344 | Epoch: [44][457/553] Time 2.440 Data 0.004 Err 0.4503 top1 12.500 top5 1.562 | Epoch: [44][458/553] Time 2.480 Data 0.001 Err 0.2534 top1 6.250 top5 1.562 | Epoch: [44][459/553] Time 2.436 Data 0.001 Err 0.3769 top1 9.375 top5 3.906 | Epoch: [44][460/553] Time 2.436 Data 0.000 Err 0.3095 top1 9.375 top5 3.906 | Epoch: [44][461/553] Time 2.484 Data 0.001 Err 0.3066 top1 8.594 top5 2.344 | Epoch: [44][462/553] Time 2.443 Data 0.000 Err 0.4282 top1 12.500 top5 1.562 | Epoch: [44][463/553] Time 2.436 Data 0.001 Err 0.5003 top1 10.938 top5 4.688 | Epoch: [44][464/553] Time 2.483 Data 0.001 Err 0.3608 top1 9.375 top5 3.906 | Epoch: [44][465/553] Time 2.445 Data 0.001 Err 0.2860 top1 7.812 top5 1.562 | Epoch: [44][466/553] Time 2.437 Data 0.001 Err 0.2366 top1 8.594 top5 0.000 | Epoch: [44][467/553] Time 2.482 Data 0.001 Err 0.1714 top1 3.906 top5 0.781 | Epoch: [44][468/553] Time 2.452 Data 0.001 Err 0.4194 top1 10.938 top5 6.250 | Epoch: [44][469/553] Time 2.441 Data 0.001 Err 0.2785 top1 6.250 top5 3.125 | Epoch: [44][470/553] Time 2.440 Data 0.001 Err 0.2688 top1 7.031 top5 3.906 | Epoch: [44][471/553] Time 2.438 Data 0.000 Err 0.3289 top1 9.375 top5 3.125 | Epoch: [44][472/553] Time 2.482 Data 0.001 Err 0.4433 top1 10.938 top5 4.688 | Epoch: [44][473/553] Time 2.437 Data 0.001 Err 0.3903 top1 11.719 top5 3.906 | Epoch: [44][474/553] Time 2.480 Data 0.001 Err 0.1890 top1 7.031 top5 0.781 | Epoch: [44][475/553] Time 2.437 Data 0.001 Err 0.3957 top1 8.594 top5 4.688 | Epoch: [44][476/553] Time 2.462 Data 0.001 Err 0.4659 top1 10.938 top5 2.344 | Epoch: [44][477/553] Time 2.451 Data 0.001 Err 0.3346 top1 7.812 top5 3.125 | Epoch: [44][478/553] Time 2.442 Data 0.001 Err 0.3085 top1 8.594 top5 2.344 | Epoch: [44][479/553] Time 2.441 Data 0.001 Err 0.4762 top1 15.625 top5 4.688 | Epoch: [44][480/553] Time 2.445 Data 0.001 Err 0.2979 top1 7.031 top5 2.344 | Epoch: [44][481/553] Time 2.441 Data 0.000 Err 0.2473 top1 7.812 top5 1.562 | Epoch: [44][482/553] Time 2.437 Data 0.001 Err 0.3120 top1 8.594 top5 1.562 | Epoch: [44][483/553] Time 2.440 Data 0.001 Err 0.1954 top1 6.250 top5 0.000 | Epoch: [44][484/553] Time 2.441 Data 0.001 Err 0.2550 top1 6.250 top5 1.562 | Epoch: [44][485/553] Time 2.493 Data 0.001 Err 0.2498 top1 4.688 top5 1.562 | Epoch: [44][486/553] Time 2.455 Data 0.001 Err 0.3154 top1 8.594 top5 1.562 | Epoch: [44][487/553] Time 2.442 Data 0.001 Err 0.2950 top1 9.375 top5 3.125 | Epoch: [44][488/553] Time 2.511 Data 0.001 Err 0.2429 top1 7.812 top5 0.781 | Epoch: [44][489/553] Time 2.475 Data 0.001 Err 0.2941 top1 9.375 top5 1.562 | Epoch: [44][490/553] Time 2.448 Data 0.000 Err 0.2879 top1 6.250 top5 2.344 | Epoch: [44][491/553] Time 2.442 Data 0.001 Err 0.6891 top1 18.750 top5 6.250 | Epoch: [44][492/553] Time 2.470 Data 0.001 Err 0.3426 top1 9.375 top5 2.344 | Epoch: [44][493/553] Time 2.451 Data 0.001 Err 0.3530 top1 9.375 top5 2.344 | Epoch: [44][494/553] Time 2.476 Data 0.001 Err 0.5337 top1 11.719 top5 3.906 | Epoch: [44][495/553] Time 2.440 Data 0.004 Err 0.2951 top1 7.812 top5 1.562 | Epoch: [44][496/553] Time 2.481 Data 0.001 Err 0.2395 top1 7.812 top5 3.125 | Epoch: [44][497/553] Time 2.445 Data 0.001 Err 0.4385 top1 11.719 top5 4.688 | Epoch: [44][498/553] Time 2.440 Data 0.000 Err 0.4755 top1 11.719 top5 4.688 | Epoch: [44][499/553] Time 2.440 Data 0.001 Err 0.2866 top1 10.938 top5 2.344 | Epoch: [44][500/553] Time 2.475 Data 0.001 Err 0.2669 top1 5.469 top5 1.562 | Epoch: [44][501/553] Time 2.440 Data 0.001 Err 0.2155 top1 6.250 top5 0.000 | Epoch: [44][502/553] Time 2.479 Data 0.001 Err 0.3474 top1 7.812 top5 4.688 | Epoch: [44][503/553] Time 2.450 Data 0.001 Err 0.2273 top1 8.594 top5 0.781 | Epoch: [44][504/553] Time 2.461 Data 0.001 Err 0.2661 top1 7.031 top5 1.562 | Epoch: [44][505/553] Time 2.456 Data 0.001 Err 0.2950 top1 7.812 top5 3.125 | Epoch: [44][506/553] Time 2.444 Data 0.001 Err 0.2775 top1 7.031 top5 1.562 | Epoch: [44][507/553] Time 2.437 Data 0.001 Err 0.3147 top1 8.594 top5 1.562 | Epoch: [44][508/553] Time 2.436 Data 0.001 Err 0.2577 top1 6.250 top5 3.125 | Epoch: [44][509/553] Time 2.476 Data 0.000 Err 0.4239 top1 11.719 top5 3.125 | Epoch: [44][510/553] Time 2.483 Data 0.001 Err 0.2993 top1 9.375 top5 1.562 | Epoch: [44][511/553] Time 2.439 Data 0.001 Err 0.3818 top1 9.375 top5 3.906 | Epoch: [44][512/553] Time 2.482 Data 0.001 Err 0.3512 top1 7.812 top5 3.125 | Epoch: [44][513/553] Time 2.460 Data 0.001 Err 0.3690 top1 10.938 top5 2.344 | Epoch: [44][514/553] Time 2.462 Data 0.002 Err 0.2929 top1 8.594 top5 1.562 | Epoch: [44][515/553] Time 2.481 Data 0.001 Err 0.3340 top1 14.062 top5 1.562 | Epoch: [44][516/553] Time 2.446 Data 0.001 Err 0.1804 top1 3.906 top5 0.781 | Epoch: [44][517/553] Time 2.459 Data 0.001 Err 0.2903 top1 8.594 top5 0.781 | Epoch: [44][518/553] Time 2.445 Data 0.001 Err 0.3518 top1 7.812 top5 3.125 | Epoch: [44][519/553] Time 2.473 Data 0.000 Err 0.3147 top1 6.250 top5 1.562 | Epoch: [44][520/553] Time 2.439 Data 0.001 Err 0.3112 top1 8.594 top5 2.344 | Epoch: [44][521/553] Time 2.432 Data 0.001 Err 0.3234 top1 7.031 top5 3.125 | Epoch: [44][522/553] Time 2.444 Data 0.001 Err 0.2367 top1 8.594 top5 0.000 | Epoch: [44][523/553] Time 2.479 Data 0.001 Err 0.2628 top1 7.031 top5 3.125 | Epoch: [44][524/553] Time 2.494 Data 0.001 Err 0.3864 top1 10.938 top5 3.125 | Epoch: [44][525/553] Time 2.445 Data 0.001 Err 0.3932 top1 10.938 top5 3.125 | Epoch: [44][526/553] Time 2.469 Data 0.001 Err 0.2088 top1 5.469 top5 0.781 | Epoch: [44][527/553] Time 2.447 Data 0.001 Err 0.2222 top1 5.469 top5 0.781 | Epoch: [44][528/553] Time 2.441 Data 0.000 Err 0.3474 top1 7.812 top5 3.125 | Epoch: [44][529/553] Time 2.436 Data 0.001 Err 0.2482 top1 10.156 top5 0.000 | Epoch: [44][530/553] Time 2.513 Data 0.001 Err 0.2992 top1 8.594 top5 1.562 | Epoch: [44][531/553] Time 2.446 Data 0.001 Err 0.3787 top1 7.031 top5 3.125 | Epoch: [44][532/553] Time 2.451 Data 0.001 Err 0.3563 top1 8.594 top5 3.906 | Epoch: [44][533/553] Time 2.437 Data 0.004 Err 0.4073 top1 10.156 top5 3.125 | Epoch: [44][534/553] Time 2.461 Data 0.001 Err 0.2477 top1 7.031 top5 0.781 | Epoch: [44][535/553] Time 2.436 Data 0.001 Err 0.3005 top1 6.250 top5 1.562 | Epoch: [44][536/553] Time 2.435 Data 0.000 Err 0.3376 top1 7.812 top5 2.344 | Epoch: [44][537/553] Time 2.442 Data 0.001 Err 0.3136 top1 7.812 top5 1.562 | Epoch: [44][538/553] Time 2.436 Data 0.000 Err 0.2854 top1 8.594 top5 3.125 | Epoch: [44][539/553] Time 2.439 Data 0.001 Err 0.3764 top1 10.938 top5 3.125 | Epoch: [44][540/553] Time 2.446 Data 0.001 Err 0.2499 top1 8.594 top5 0.781 | Epoch: [44][541/553] Time 2.488 Data 0.001 Err 0.3747 top1 10.938 top5 3.125 | Epoch: [44][542/553] Time 2.447 Data 0.001 Err 0.3122 top1 7.812 top5 3.125 | Epoch: [44][543/553] Time 2.439 Data 0.000 Err 0.2651 top1 5.469 top5 2.344 | Epoch: [44][544/553] Time 2.480 Data 0.000 Err 0.1890 top1 3.906 top5 1.562 | Epoch: [44][545/553] Time 2.436 Data 0.000 Err 0.2922 top1 7.031 top5 2.344 | Epoch: [44][546/553] Time 2.438 Data 0.000 Err 0.2267 top1 5.469 top5 2.344 | Epoch: [44][547/553] Time 2.438 Data 0.000 Err 0.3538 top1 8.594 top5 3.125 | Epoch: [44][548/553] Time 2.438 Data 0.000 Err 0.2517 top1 7.031 top5 1.562 | Epoch: [44][549/553] Time 2.439 Data 0.000 Err 0.4934 top1 12.500 top5 6.250 | Epoch: [44][550/553] Time 2.447 Data 0.000 Err 0.2294 top1 4.688 top5 1.562 | Epoch: [44][551/553] Time 2.433 Data 0.000 Err 0.2722 top1 4.688 top5 2.344 | Epoch: [44][552/553] Time 2.441 Data 0.000 Err 0.3312 top1 7.031 top5 0.781 | Epoch: [44][553/553] Time 1.024 Data 0.000 Err 0.3681 top1 6.818 top5 2.273 | Test: [44][1/198] Time 2.178 Data 1.461 top1 13.281 ( 13.281) top5 1.562 ( 1.562) | Test: [44][2/198] Time 0.711 Data 0.001 top1 9.375 ( 11.328) top5 1.562 ( 1.562) | Test: [44][3/198] Time 0.712 Data 0.000 top1 10.938 ( 11.198) top5 2.344 ( 1.823) | Test: [44][4/198] Time 0.711 Data 0.001 top1 3.906 ( 9.375) top5 1.562 ( 1.758) | Test: [44][5/198] Time 0.717 Data 0.001 top1 18.750 ( 11.250) top5 2.344 ( 1.875) | Test: [44][6/198] Time 0.717 Data 0.001 top1 12.500 ( 11.458) top5 1.562 ( 1.823) | Test: [44][7/198] Time 0.714 Data 0.001 top1 12.500 ( 11.607) top5 2.344 ( 1.897) | Test: [44][8/198] Time 0.727 Data 0.001 top1 16.406 ( 12.207) top5 3.125 ( 2.051) | Test: [44][9/198] Time 0.736 Data 0.001 top1 7.812 ( 11.719) top5 2.344 ( 2.083) | Test: [44][10/198] Time 0.728 Data 0.001 top1 12.500 ( 11.797) top5 2.344 ( 2.109) | Test: [44][11/198] Time 0.713 Data 0.001 top1 16.406 ( 12.216) top5 3.125 ( 2.202) | Test: [44][12/198] Time 0.719 Data 0.001 top1 15.625 ( 12.500) top5 2.344 ( 2.214) | Test: [44][13/198] Time 0.716 Data 0.001 top1 16.406 ( 12.800) top5 1.562 ( 2.163) | Test: [44][14/198] Time 0.713 Data 0.001 top1 12.500 ( 12.779) top5 3.125 ( 2.232) | Test: [44][15/198] Time 0.713 Data 0.001 top1 17.969 ( 13.125) top5 3.906 ( 2.344) | Test: [44][16/198] Time 0.711 Data 0.001 top1 12.500 ( 13.086) top5 1.562 ( 2.295) | Test: [44][17/198] Time 0.717 Data 0.001 top1 10.938 ( 12.960) top5 1.562 ( 2.252) | Test: [44][18/198] Time 0.709 Data 0.001 top1 9.375 ( 12.760) top5 3.125 ( 2.300) | Test: [44][19/198] Time 0.725 Data 0.001 top1 10.156 ( 12.623) top5 2.344 ( 2.303) | Test: [44][20/198] Time 0.728 Data 0.001 top1 10.156 ( 12.500) top5 2.344 ( 2.305) | Test: [44][21/198] Time 0.720 Data 0.001 top1 12.500 ( 12.500) top5 3.125 ( 2.344) | Test: [44][22/198] Time 0.722 Data 0.001 top1 16.406 ( 12.678) top5 3.906 ( 2.415) | Test: [44][23/198] Time 0.716 Data 0.001 top1 13.281 ( 12.704) top5 2.344 ( 2.412) | Test: [44][24/198] Time 0.715 Data 0.001 top1 17.969 ( 12.923) top5 7.031 ( 2.604) | Test: [44][25/198] Time 0.716 Data 0.001 top1 6.250 ( 12.656) top5 1.562 ( 2.562) | Test: [44][26/198] Time 0.718 Data 0.003 top1 13.281 ( 12.680) top5 2.344 ( 2.554) | Test: [44][27/198] Time 0.725 Data 0.001 top1 12.500 ( 12.674) top5 3.125 ( 2.575) | Test: [44][28/198] Time 0.715 Data 0.003 top1 15.625 ( 12.779) top5 4.688 ( 2.651) | Test: [44][29/198] Time 0.718 Data 0.001 top1 14.062 ( 12.823) top5 1.562 ( 2.613) | Test: [44][30/198] Time 0.712 Data 0.001 top1 10.938 ( 12.760) top5 0.781 ( 2.552) | Test: [44][31/198] Time 0.713 Data 0.001 top1 8.594 ( 12.626) top5 1.562 ( 2.520) | Test: [44][32/198] Time 0.714 Data 0.001 top1 15.625 ( 12.720) top5 4.688 ( 2.588) | Test: [44][33/198] Time 0.720 Data 0.001 top1 11.719 ( 12.689) top5 0.781 ( 2.533) | Test: [44][34/198] Time 0.722 Data 0.001 top1 8.594 ( 12.569) top5 0.000 ( 2.459) | Test: [44][35/198] Time 0.712 Data 0.001 top1 10.156 ( 12.500) top5 1.562 ( 2.433) | Test: [44][36/198] Time 0.717 Data 0.001 top1 13.281 ( 12.522) top5 4.688 ( 2.496) | Test: [44][37/198] Time 0.717 Data 0.001 top1 8.594 ( 12.416) top5 2.344 ( 2.492) | Test: [44][38/198] Time 0.729 Data 0.001 top1 13.281 ( 12.438) top5 3.906 ( 2.529) | Test: [44][39/198] Time 0.732 Data 0.001 top1 8.594 ( 12.340) top5 1.562 ( 2.504) | Test: [44][40/198] Time 0.728 Data 0.001 top1 14.844 ( 12.402) top5 2.344 ( 2.500) | Test: [44][41/198] Time 0.721 Data 0.001 top1 14.062 ( 12.443) top5 3.125 ( 2.515) | Test: [44][42/198] Time 0.710 Data 0.001 top1 9.375 ( 12.370) top5 0.781 ( 2.474) | Test: [44][43/198] Time 0.726 Data 0.001 top1 14.844 ( 12.427) top5 2.344 ( 2.471) | Test: [44][44/198] Time 0.719 Data 0.001 top1 19.531 ( 12.589) top5 3.906 ( 2.504) | Test: [44][45/198] Time 0.718 Data 0.001 top1 14.062 ( 12.622) top5 1.562 ( 2.483) | Test: [44][46/198] Time 0.716 Data 0.001 top1 7.031 ( 12.500) top5 0.781 ( 2.446) | Test: [44][47/198] Time 0.718 Data 0.001 top1 13.281 ( 12.517) top5 4.688 ( 2.493) | Test: [44][48/198] Time 0.715 Data 0.001 top1 16.406 ( 12.598) top5 4.688 ( 2.539) | Test: [44][49/198] Time 0.713 Data 0.001 top1 11.719 ( 12.580) top5 2.344 ( 2.535) | Test: [44][50/198] Time 0.718 Data 0.001 top1 8.594 ( 12.500) top5 2.344 ( 2.531) | Test: [44][51/198] Time 0.719 Data 0.001 top1 11.719 ( 12.485) top5 0.781 ( 2.497) | Test: [44][52/198] Time 0.720 Data 0.001 top1 7.812 ( 12.395) top5 3.125 ( 2.509) | Test: [44][53/198] Time 0.729 Data 0.003 top1 14.844 ( 12.441) top5 3.125 ( 2.521) | Test: [44][54/198] Time 0.726 Data 0.001 top1 14.062 ( 12.471) top5 3.906 ( 2.546) | Test: [44][55/198] Time 0.728 Data 0.001 top1 14.062 ( 12.500) top5 2.344 ( 2.543) | Test: [44][56/198] Time 0.718 Data 0.001 top1 17.969 ( 12.598) top5 3.125 ( 2.553) | Test: [44][57/198] Time 0.714 Data 0.001 top1 15.625 ( 12.651) top5 2.344 ( 2.549) | Test: [44][58/198] Time 0.715 Data 0.001 top1 15.625 ( 12.702) top5 0.781 ( 2.519) | Test: [44][59/198] Time 0.725 Data 0.001 top1 12.500 ( 12.699) top5 2.344 ( 2.516) | Test: [44][60/198] Time 0.720 Data 0.001 top1 11.719 ( 12.682) top5 1.562 ( 2.500) | Test: [44][61/198] Time 0.714 Data 0.001 top1 10.938 ( 12.654) top5 1.562 ( 2.485) | Test: [44][62/198] Time 0.718 Data 0.001 top1 14.844 ( 12.689) top5 7.031 ( 2.558) | Test: [44][63/198] Time 0.719 Data 0.001 top1 10.156 ( 12.649) top5 1.562 ( 2.542) | Test: [44][64/198] Time 0.717 Data 0.001 top1 11.719 ( 12.634) top5 1.562 ( 2.527) | Test: [44][65/198] Time 0.724 Data 0.001 top1 14.844 ( 12.668) top5 2.344 ( 2.524) | Test: [44][66/198] Time 0.718 Data 0.001 top1 13.281 ( 12.678) top5 1.562 ( 2.509) | Test: [44][67/198] Time 0.729 Data 0.001 top1 10.938 ( 12.652) top5 3.906 ( 2.530) | Test: [44][68/198] Time 0.723 Data 0.001 top1 12.500 ( 12.649) top5 3.906 ( 2.551) | Test: [44][69/198] Time 0.725 Data 0.001 top1 14.062 ( 12.670) top5 2.344 ( 2.548) | Test: [44][70/198] Time 0.729 Data 0.001 top1 13.281 ( 12.679) top5 3.125 ( 2.556) | Test: [44][71/198] Time 0.732 Data 0.001 top1 14.062 ( 12.698) top5 2.344 ( 2.553) | Test: [44][72/198] Time 0.721 Data 0.001 top1 12.500 ( 12.695) top5 2.344 ( 2.550) | Test: [44][73/198] Time 0.722 Data 0.001 top1 9.375 ( 12.650) top5 0.781 ( 2.526) | Test: [44][74/198] Time 0.715 Data 0.001 top1 14.844 ( 12.679) top5 6.250 ( 2.576) | Test: [44][75/198] Time 0.721 Data 0.001 top1 16.406 ( 12.729) top5 3.125 ( 2.583) | Test: [44][76/198] Time 0.718 Data 0.001 top1 12.500 ( 12.726) top5 1.562 ( 2.570) | Test: [44][77/198] Time 0.726 Data 0.001 top1 14.062 ( 12.744) top5 4.688 ( 2.597) | Test: [44][78/198] Time 0.713 Data 0.001 top1 10.156 ( 12.710) top5 2.344 ( 2.594) | Test: [44][79/198] Time 0.725 Data 0.002 top1 16.406 ( 12.757) top5 7.031 ( 2.650) | Test: [44][80/198] Time 0.718 Data 0.001 top1 14.844 ( 12.783) top5 2.344 ( 2.646) | Test: [44][81/198] Time 0.716 Data 0.004 top1 10.156 ( 12.751) top5 1.562 ( 2.633) | Test: [44][82/198] Time 0.714 Data 0.001 top1 10.938 ( 12.729) top5 0.781 ( 2.611) | Test: [44][83/198] Time 0.713 Data 0.001 top1 7.031 ( 12.660) top5 2.344 ( 2.607) | Test: [44][84/198] Time 0.726 Data 0.001 top1 13.281 ( 12.667) top5 6.250 ( 2.651) | Test: [44][85/198] Time 0.720 Data 0.001 top1 14.844 ( 12.693) top5 2.344 ( 2.647) | Test: [44][86/198] Time 0.727 Data 0.001 top1 16.406 ( 12.736) top5 3.906 ( 2.662) | Test: [44][87/198] Time 0.720 Data 0.001 top1 9.375 ( 12.698) top5 1.562 ( 2.649) | Test: [44][88/198] Time 0.725 Data 0.001 top1 15.625 ( 12.731) top5 3.125 ( 2.654) | Test: [44][89/198] Time 0.724 Data 0.001 top1 14.062 ( 12.746) top5 3.125 ( 2.660) | Test: [44][90/198] Time 0.716 Data 0.001 top1 10.156 ( 12.717) top5 1.562 ( 2.648) | Test: [44][91/198] Time 0.713 Data 0.001 top1 8.594 ( 12.672) top5 1.562 ( 2.636) | Test: [44][92/198] Time 0.714 Data 0.001 top1 15.625 ( 12.704) top5 4.688 ( 2.658) | Test: [44][93/198] Time 0.725 Data 0.001 top1 7.812 ( 12.651) top5 2.344 ( 2.655) | Test: [44][94/198] Time 0.724 Data 0.001 top1 11.719 ( 12.641) top5 0.781 ( 2.635) | Test: [44][95/198] Time 0.712 Data 0.001 top1 7.812 ( 12.590) top5 2.344 ( 2.632) | Test: [44][96/198] Time 0.720 Data 0.001 top1 10.156 ( 12.565) top5 2.344 ( 2.629) | Test: [44][97/198] Time 0.714 Data 0.001 top1 18.750 ( 12.629) top5 3.125 ( 2.634) | Test: [44][98/198] Time 0.715 Data 0.001 top1 15.625 ( 12.659) top5 3.125 ( 2.639) | Test: [44][99/198] Time 0.714 Data 0.001 top1 13.281 ( 12.666) top5 0.781 ( 2.620) | Test: [44][100/198] Time 0.709 Data 0.001 top1 8.594 ( 12.625) top5 0.000 ( 2.594) | Test: [44][101/198] Time 0.717 Data 0.001 top1 11.719 ( 12.616) top5 3.125 ( 2.599) | Test: [44][102/198] Time 0.713 Data 0.001 top1 12.500 ( 12.615) top5 5.469 ( 2.627) | Test: [44][103/198] Time 0.712 Data 0.001 top1 17.188 ( 12.659) top5 1.562 ( 2.617) | Test: [44][104/198] Time 0.714 Data 0.001 top1 16.406 ( 12.695) top5 3.125 ( 2.622) | Test: [44][105/198] Time 0.718 Data 0.003 top1 8.594 ( 12.656) top5 0.781 ( 2.604) | Test: [44][106/198] Time 0.720 Data 0.001 top1 8.594 ( 12.618) top5 1.562 ( 2.594) | Test: [44][107/198] Time 0.718 Data 0.001 top1 12.500 ( 12.617) top5 3.125 ( 2.599) | Test: [44][108/198] Time 0.719 Data 0.001 top1 11.719 ( 12.609) top5 3.125 ( 2.604) | Test: [44][109/198] Time 0.717 Data 0.001 top1 12.500 ( 12.608) top5 3.906 ( 2.616) | Test: [44][110/198] Time 0.720 Data 0.001 top1 15.625 ( 12.635) top5 4.688 ( 2.635) | Test: [44][111/198] Time 0.717 Data 0.001 top1 10.938 ( 12.620) top5 0.781 ( 2.618) | Test: [44][112/198] Time 0.717 Data 0.001 top1 14.844 ( 12.640) top5 3.125 ( 2.623) | Test: [44][113/198] Time 0.734 Data 0.001 top1 8.594 ( 12.604) top5 1.562 ( 2.613) | Test: [44][114/198] Time 0.727 Data 0.001 top1 14.844 ( 12.623) top5 2.344 ( 2.611) | Test: [44][115/198] Time 0.729 Data 0.001 top1 13.281 ( 12.629) top5 2.344 ( 2.609) | Test: [44][116/198] Time 0.733 Data 0.001 top1 13.281 ( 12.635) top5 3.125 ( 2.613) | Test: [44][117/198] Time 0.744 Data 0.022 top1 11.719 ( 12.627) top5 1.562 ( 2.604) | Test: [44][118/198] Time 0.715 Data 0.001 top1 15.625 ( 12.652) top5 4.688 ( 2.622) | Test: [44][119/198] Time 0.708 Data 0.001 top1 12.500 ( 12.651) top5 2.344 ( 2.619) | Test: [44][120/198] Time 0.718 Data 0.001 top1 10.156 ( 12.630) top5 3.125 ( 2.624) | Test: [44][121/198] Time 0.715 Data 0.001 top1 10.938 ( 12.616) top5 2.344 ( 2.621) | Test: [44][122/198] Time 0.717 Data 0.001 top1 13.281 ( 12.622) top5 6.250 ( 2.651) | Test: [44][123/198] Time 0.718 Data 0.001 top1 5.469 ( 12.564) top5 1.562 ( 2.642) | Test: [44][124/198] Time 0.715 Data 0.001 top1 10.156 ( 12.544) top5 3.125 ( 2.646) | Test: [44][125/198] Time 0.717 Data 0.001 top1 13.281 ( 12.550) top5 5.469 ( 2.669) | Test: [44][126/198] Time 0.712 Data 0.001 top1 12.500 ( 12.550) top5 2.344 ( 2.666) | Test: [44][127/198] Time 0.720 Data 0.001 top1 16.406 ( 12.580) top5 2.344 ( 2.664) | Test: [44][128/198] Time 0.716 Data 0.001 top1 14.844 ( 12.598) top5 0.781 ( 2.649) | Test: [44][129/198] Time 0.718 Data 0.001 top1 17.969 ( 12.639) top5 4.688 ( 2.665) | Test: [44][130/198] Time 0.714 Data 0.001 top1 21.094 ( 12.704) top5 1.562 ( 2.656) | Test: [44][131/198] Time 0.724 Data 0.001 top1 10.938 ( 12.691) top5 4.688 ( 2.672) | Test: [44][132/198] Time 0.727 Data 0.001 top1 10.938 ( 12.678) top5 3.125 ( 2.675) | Test: [44][133/198] Time 0.728 Data 0.001 top1 9.375 ( 12.653) top5 0.781 ( 2.661) | Test: [44][134/198] Time 0.737 Data 0.001 top1 18.750 ( 12.698) top5 1.562 ( 2.653) | Test: [44][135/198] Time 0.731 Data 0.001 top1 14.844 ( 12.714) top5 3.906 ( 2.662) | Test: [44][136/198] Time 0.732 Data 0.001 top1 10.156 ( 12.695) top5 1.562 ( 2.654) | Test: [44][137/198] Time 0.732 Data 0.004 top1 14.844 ( 12.711) top5 3.906 ( 2.663) | Test: [44][138/198] Time 0.721 Data 0.001 top1 14.844 ( 12.726) top5 4.688 ( 2.678) | Test: [44][139/198] Time 0.719 Data 0.001 top1 10.156 ( 12.708) top5 3.906 ( 2.687) | Test: [44][140/198] Time 0.717 Data 0.001 top1 9.375 ( 12.684) top5 2.344 ( 2.684) | Test: [44][141/198] Time 0.714 Data 0.001 top1 10.938 ( 12.672) top5 3.906 ( 2.693) | Test: [44][142/198] Time 0.722 Data 0.001 top1 15.625 ( 12.693) top5 3.125 ( 2.696) | Test: [44][143/198] Time 0.709 Data 0.001 top1 14.062 ( 12.702) top5 2.344 ( 2.693) | Test: [44][144/198] Time 0.717 Data 0.001 top1 13.281 ( 12.706) top5 3.125 ( 2.696) | Test: [44][145/198] Time 0.728 Data 0.005 top1 17.188 ( 12.737) top5 4.688 ( 2.710) | Test: [44][146/198] Time 0.720 Data 0.001 top1 7.812 ( 12.703) top5 1.562 ( 2.702) | Test: [44][147/198] Time 0.723 Data 0.001 top1 11.719 ( 12.697) top5 2.344 ( 2.700) | Test: [44][148/198] Time 0.715 Data 0.001 top1 14.062 ( 12.706) top5 2.344 ( 2.697) | Test: [44][149/198] Time 0.714 Data 0.001 top1 10.156 ( 12.689) top5 1.562 ( 2.690) | Test: [44][150/198] Time 0.711 Data 0.001 top1 11.719 ( 12.682) top5 2.344 ( 2.688) | Test: [44][151/198] Time 0.724 Data 0.001 top1 8.594 ( 12.655) top5 1.562 ( 2.680) | Test: [44][152/198] Time 0.713 Data 0.001 top1 6.250 ( 12.613) top5 0.781 ( 2.668) | Test: [44][153/198] Time 0.715 Data 0.001 top1 14.062 ( 12.623) top5 1.562 ( 2.660) | Test: [44][154/198] Time 0.715 Data 0.001 top1 14.844 ( 12.637) top5 3.125 ( 2.663) | Test: [44][155/198] Time 0.715 Data 0.001 top1 13.281 ( 12.641) top5 2.344 ( 2.661) | Test: [44][156/198] Time 0.719 Data 0.001 top1 16.406 ( 12.665) top5 3.125 ( 2.664) | Test: [44][157/198] Time 0.710 Data 0.001 top1 14.062 ( 12.674) top5 0.781 ( 2.652) | Test: [44][158/198] Time 0.718 Data 0.001 top1 10.938 ( 12.663) top5 2.344 ( 2.650) | Test: [44][159/198] Time 0.715 Data 0.001 top1 15.625 ( 12.682) top5 2.344 ( 2.648) | Test: [44][160/198] Time 0.712 Data 0.001 top1 10.156 ( 12.666) top5 1.562 ( 2.642) | Test: [44][161/198] Time 0.717 Data 0.001 top1 13.281 ( 12.670) top5 3.906 ( 2.649) | Test: [44][162/198] Time 0.722 Data 0.001 top1 14.844 ( 12.683) top5 3.125 ( 2.652) | Test: [44][163/198] Time 0.730 Data 0.001 top1 10.156 ( 12.668) top5 2.344 ( 2.650) | Test: [44][164/198] Time 0.732 Data 0.001 top1 12.500 ( 12.667) top5 1.562 ( 2.644) | Test: [44][165/198] Time 0.805 Data 0.001 top1 13.281 ( 12.670) top5 1.562 ( 2.637) | Test: [44][166/198] Time 0.734 Data 0.005 top1 14.062 ( 12.679) top5 4.688 ( 2.650) | Test: [44][167/198] Time 0.728 Data 0.001 top1 19.531 ( 12.720) top5 3.125 ( 2.653) | Test: [44][168/198] Time 0.733 Data 0.003 top1 14.062 ( 12.728) top5 1.562 ( 2.646) | Test: [44][169/198] Time 0.724 Data 0.001 top1 13.281 ( 12.731) top5 2.344 ( 2.644) | Test: [44][170/198] Time 0.722 Data 0.001 top1 14.844 ( 12.744) top5 1.562 ( 2.638) | Test: [44][171/198] Time 0.715 Data 0.001 top1 11.719 ( 12.738) top5 2.344 ( 2.636) | Test: [44][172/198] Time 0.728 Data 0.001 top1 15.625 ( 12.754) top5 2.344 ( 2.634) | Test: [44][173/198] Time 0.729 Data 0.001 top1 7.812 ( 12.726) top5 1.562 ( 2.628) | Test: [44][174/198] Time 0.724 Data 0.012 top1 14.844 ( 12.738) top5 3.906 ( 2.636) | Test: [44][175/198] Time 0.717 Data 0.001 top1 15.625 ( 12.754) top5 2.344 ( 2.634) | Test: [44][176/198] Time 0.720 Data 0.001 top1 15.625 ( 12.771) top5 1.562 ( 2.628) | Test: [44][177/198] Time 0.714 Data 0.001 top1 10.938 ( 12.760) top5 3.125 ( 2.631) | Test: [44][178/198] Time 0.715 Data 0.001 top1 17.188 ( 12.785) top5 2.344 ( 2.629) | Test: [44][179/198] Time 0.720 Data 0.001 top1 9.375 ( 12.766) top5 0.000 ( 2.614) | Test: [44][180/198] Time 0.715 Data 0.001 top1 12.500 ( 12.765) top5 2.344 ( 2.613) | Test: [44][181/198] Time 0.721 Data 0.001 top1 9.375 ( 12.746) top5 2.344 ( 2.611) | Test: [44][182/198] Time 0.721 Data 0.001 top1 9.375 ( 12.728) top5 3.125 ( 2.614) | Test: [44][183/198] Time 0.714 Data 0.001 top1 13.281 ( 12.731) top5 3.125 ( 2.617) | Test: [44][184/198] Time 0.718 Data 0.001 top1 14.844 ( 12.742) top5 1.562 ( 2.611) | Test: [44][185/198] Time 0.718 Data 0.001 top1 14.062 ( 12.749) top5 2.344 ( 2.610) | Test: [44][186/198] Time 0.717 Data 0.001 top1 14.844 ( 12.760) top5 2.344 ( 2.608) | Test: [44][187/198] Time 0.716 Data 0.001 top1 7.812 ( 12.734) top5 3.125 ( 2.611) | Test: [44][188/198] Time 0.722 Data 0.000 top1 16.406 ( 12.753) top5 1.562 ( 2.606) | Test: [44][189/198] Time 0.721 Data 0.000 top1 14.844 ( 12.765) top5 2.344 ( 2.604) | Test: [44][190/198] Time 0.718 Data 0.000 top1 10.156 ( 12.751) top5 0.781 ( 2.595) | Test: [44][191/198] Time 0.715 Data 0.000 top1 9.375 ( 12.733) top5 1.562 ( 2.589) | Test: [44][192/198] Time 0.713 Data 0.000 top1 13.281 ( 12.736) top5 1.562 ( 2.584) | Test: [44][193/198] Time 0.719 Data 0.000 top1 10.938 ( 12.727) top5 1.562 ( 2.579) | Test: [44][194/198] Time 0.718 Data 0.000 top1 13.281 ( 12.730) top5 0.781 ( 2.569) | Test: [44][195/198] Time 0.728 Data 0.000 top1 14.062 ( 12.736) top5 3.906 ( 2.576) | Test: [44][196/198] Time 0.731 Data 0.000 top1 13.281 ( 12.739) top5 0.781 ( 2.567) | Test: [44][197/198] Time 0.257 Data 0.000 top1 11.765 ( 12.734) top5 5.882 ( 2.584) | Test: [44][198/198] Time 0.718 Data 0.001 top1 7.812 ( 12.709) top5 2.344 ( 2.583) * Finished epoch # 44 top1: 12.709 top5: 2.583 Epoch 45 => Training epoch # 45 | Epoch: [45][1/553] Time 5.051 Data 2.537 Err 0.1930 top1 4.688 top5 0.781 | Epoch: [45][2/553] Time 2.435 Data 0.003 Err 0.2764 top1 7.031 top5 1.562 | Epoch: [45][3/553] Time 2.431 Data 0.001 Err 0.3091 top1 10.156 top5 1.562 | Epoch: [45][4/553] Time 2.458 Data 0.001 Err 0.3099 top1 7.812 top5 2.344 | Epoch: [45][5/553] Time 2.455 Data 0.001 Err 0.3141 top1 7.812 top5 3.125 | Epoch: [45][6/553] Time 2.457 Data 0.000 Err 0.2351 top1 5.469 top5 1.562 | Epoch: [45][7/553] Time 2.439 Data 0.001 Err 0.3682 top1 9.375 top5 1.562 | Epoch: [45][8/553] Time 2.469 Data 0.001 Err 0.3798 top1 11.719 top5 0.000 | Epoch: [45][9/553] Time 2.471 Data 0.002 Err 0.2666 top1 9.375 top5 0.000 | Epoch: [45][10/553] Time 2.458 Data 0.001 Err 0.3103 top1 6.250 top5 2.344 | Epoch: [45][11/553] Time 2.443 Data 0.001 Err 0.3889 top1 10.938 top5 3.906 | Epoch: [45][12/553] Time 2.454 Data 0.001 Err 0.2659 top1 7.031 top5 0.781 | Epoch: [45][13/553] Time 2.429 Data 0.001 Err 0.3741 top1 7.812 top5 4.688 | Epoch: [45][14/553] Time 2.432 Data 0.001 Err 0.2509 top1 5.469 top5 2.344 | Epoch: [45][15/553] Time 2.431 Data 0.001 Err 0.2915 top1 8.594 top5 1.562 | Epoch: [45][16/553] Time 2.439 Data 0.001 Err 0.5382 top1 14.062 top5 6.250 | Epoch: [45][17/553] Time 2.436 Data 0.001 Err 0.1970 top1 5.469 top5 2.344 | Epoch: [45][18/553] Time 2.484 Data 0.001 Err 0.3061 top1 6.250 top5 3.125 | Epoch: [45][19/553] Time 2.447 Data 0.001 Err 0.2317 top1 6.250 top5 2.344 | Epoch: [45][20/553] Time 2.447 Data 0.001 Err 0.2948 top1 7.031 top5 1.562 | Epoch: [45][21/553] Time 2.431 Data 0.001 Err 0.4385 top1 12.500 top5 4.688 | Epoch: [45][22/553] Time 2.442 Data 0.001 Err 0.2463 top1 6.250 top5 0.000 | Epoch: [45][23/553] Time 2.462 Data 0.001 Err 0.3068 top1 7.812 top5 1.562 | Epoch: [45][24/553] Time 2.517 Data 0.000 Err 0.2456 top1 7.031 top5 3.125 | Epoch: [45][25/553] Time 2.441 Data 0.001 Err 0.3376 top1 11.719 top5 1.562 | Epoch: [45][26/553] Time 2.454 Data 0.000 Err 0.2216 top1 3.906 top5 1.562 | Epoch: [45][27/553] Time 2.443 Data 0.001 Err 0.2483 top1 7.031 top5 1.562 | Epoch: [45][28/553] Time 2.457 Data 0.001 Err 0.3060 top1 6.250 top5 2.344 | Epoch: [45][29/553] Time 2.439 Data 0.001 Err 0.4776 top1 14.062 top5 3.906 | Epoch: [45][30/553] Time 2.514 Data 0.001 Err 0.3796 top1 11.719 top5 3.125 | Epoch: [45][31/553] Time 2.478 Data 0.003 Err 0.2795 top1 8.594 top5 1.562 | Epoch: [45][32/553] Time 2.481 Data 0.001 Err 0.2806 top1 7.812 top5 3.125 | Epoch: [45][33/553] Time 2.480 Data 0.001 Err 0.2324 top1 5.469 top5 1.562 | Epoch: [45][34/553] Time 2.516 Data 0.001 Err 0.3139 top1 7.812 top5 3.125 | Epoch: [45][35/553] Time 2.504 Data 0.001 Err 0.3486 top1 9.375 top5 2.344 | Epoch: [45][36/553] Time 2.475 Data 0.001 Err 0.2813 top1 8.594 top5 1.562 | Epoch: [45][37/553] Time 2.476 Data 0.001 Err 0.2207 top1 7.031 top5 1.562 | Epoch: [45][38/553] Time 2.520 Data 0.001 Err 0.2676 top1 7.031 top5 1.562 | Epoch: [45][39/553] Time 2.444 Data 0.001 Err 0.2916 top1 7.031 top5 3.125 | Epoch: [45][40/553] Time 2.438 Data 0.001 Err 0.2765 top1 7.031 top5 1.562 | Epoch: [45][41/553] Time 2.469 Data 0.001 Err 0.3419 top1 5.469 top5 3.125 | Epoch: [45][42/553] Time 2.457 Data 0.001 Err 0.1409 top1 3.906 top5 0.000 | Epoch: [45][43/553] Time 2.448 Data 0.001 Err 0.2652 top1 7.031 top5 1.562 | Epoch: [45][44/553] Time 2.458 Data 0.001 Err 0.3734 top1 7.812 top5 1.562 | Epoch: [45][45/553] Time 2.466 Data 0.001 Err 0.5697 top1 16.406 top5 6.250 | Epoch: [45][46/553] Time 2.475 Data 0.001 Err 0.2719 top1 5.469 top5 2.344 | Epoch: [45][47/553] Time 2.451 Data 0.001 Err 0.3463 top1 9.375 top5 3.906 | Epoch: [45][48/553] Time 2.438 Data 0.001 Err 0.4835 top1 14.062 top5 4.688 | Epoch: [45][49/553] Time 2.438 Data 0.001 Err 0.2956 top1 4.688 top5 3.125 | Epoch: [45][50/553] Time 2.496 Data 0.003 Err 0.3337 top1 8.594 top5 2.344 | Epoch: [45][51/553] Time 2.455 Data 0.001 Err 0.3763 top1 10.156 top5 3.125 | Epoch: [45][52/553] Time 2.443 Data 0.001 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [45][53/553] Time 2.448 Data 0.001 Err 0.2983 top1 10.938 top5 2.344 | Epoch: [45][54/553] Time 2.483 Data 0.001 Err 0.2568 top1 8.594 top5 0.781 | Epoch: [45][55/553] Time 2.448 Data 0.001 Err 0.2590 top1 8.594 top5 0.781 | Epoch: [45][56/553] Time 2.489 Data 0.001 Err 0.2325 top1 6.250 top5 0.000 | Epoch: [45][57/553] Time 2.441 Data 0.001 Err 0.3521 top1 8.594 top5 3.906 | Epoch: [45][58/553] Time 2.442 Data 0.001 Err 0.2844 top1 7.812 top5 3.125 | Epoch: [45][59/553] Time 2.468 Data 0.001 Err 0.2018 top1 5.469 top5 0.781 | Epoch: [45][60/553] Time 2.478 Data 0.001 Err 0.2150 top1 7.031 top5 1.562 | Epoch: [45][61/553] Time 2.459 Data 0.002 Err 0.3014 top1 7.031 top5 1.562 | Epoch: [45][62/553] Time 2.456 Data 0.001 Err 0.5046 top1 11.719 top5 6.250 | Epoch: [45][63/553] Time 2.474 Data 0.001 Err 0.2254 top1 3.125 top5 1.562 | Epoch: [45][64/553] Time 2.507 Data 0.001 Err 0.1894 top1 5.469 top5 0.000 | Epoch: [45][65/553] Time 2.476 Data 0.001 Err 0.3219 top1 8.594 top5 2.344 | Epoch: [45][66/553] Time 2.438 Data 0.000 Err 0.4678 top1 12.500 top5 3.906 | Epoch: [45][67/553] Time 2.448 Data 0.001 Err 0.3352 top1 8.594 top5 3.125 | Epoch: [45][68/553] Time 2.459 Data 0.001 Err 0.2865 top1 10.156 top5 1.562 | Epoch: [45][69/553] Time 2.459 Data 0.001 Err 0.2424 top1 6.250 top5 0.781 | Epoch: [45][70/553] Time 2.473 Data 0.001 Err 0.2140 top1 7.031 top5 0.000 | Epoch: [45][71/553] Time 2.483 Data 0.001 Err 0.2001 top1 3.125 top5 1.562 | Epoch: [45][72/553] Time 2.479 Data 0.001 Err 0.2420 top1 4.688 top5 1.562 | Epoch: [45][73/553] Time 2.444 Data 0.001 Err 0.2549 top1 7.031 top5 1.562 | Epoch: [45][74/553] Time 2.443 Data 0.001 Err 0.5491 top1 13.281 top5 5.469 | Epoch: [45][75/553] Time 2.455 Data 0.001 Err 0.2654 top1 6.250 top5 2.344 | Epoch: [45][76/553] Time 2.448 Data 0.001 Err 0.3169 top1 7.812 top5 3.125 | Epoch: [45][77/553] Time 2.482 Data 0.001 Err 0.3916 top1 10.156 top5 4.688 | Epoch: [45][78/553] Time 2.487 Data 0.001 Err 0.3390 top1 7.031 top5 3.125 | Epoch: [45][79/553] Time 2.455 Data 0.001 Err 0.2039 top1 7.031 top5 1.562 | Epoch: [45][80/553] Time 2.473 Data 0.001 Err 0.3374 top1 10.156 top5 0.781 | Epoch: [45][81/553] Time 2.492 Data 0.001 Err 0.2444 top1 7.031 top5 0.781 | Epoch: [45][82/553] Time 2.468 Data 0.001 Err 0.3023 top1 7.812 top5 0.000 | Epoch: [45][83/553] Time 2.441 Data 0.001 Err 0.2071 top1 3.906 top5 0.000 | Epoch: [45][84/553] Time 2.434 Data 0.001 Err 0.2659 top1 9.375 top5 0.781 | Epoch: [45][85/553] Time 2.472 Data 0.000 Err 0.2301 top1 6.250 top5 0.781 | Epoch: [45][86/553] Time 2.473 Data 0.001 Err 0.2411 top1 5.469 top5 3.125 | Epoch: [45][87/553] Time 2.442 Data 0.001 Err 0.3568 top1 12.500 top5 3.125 | Epoch: [45][88/553] Time 2.470 Data 0.001 Err 0.3218 top1 7.031 top5 3.906 | Epoch: [45][89/553] Time 2.438 Data 0.001 Err 0.3187 top1 8.594 top5 2.344 | Epoch: [45][90/553] Time 2.469 Data 0.001 Err 0.2777 top1 7.812 top5 3.125 | Epoch: [45][91/553] Time 2.440 Data 0.001 Err 0.4704 top1 11.719 top5 4.688 | Epoch: [45][92/553] Time 2.450 Data 0.001 Err 0.2657 top1 6.250 top5 2.344 | Epoch: [45][93/553] Time 2.442 Data 0.000 Err 0.3541 top1 7.812 top5 3.906 | Epoch: [45][94/553] Time 2.467 Data 0.001 Err 0.3196 top1 7.031 top5 2.344 | Epoch: [45][95/553] Time 2.445 Data 0.001 Err 0.2958 top1 9.375 top5 1.562 | Epoch: [45][96/553] Time 2.437 Data 0.001 Err 0.2555 top1 7.812 top5 1.562 | Epoch: [45][97/553] Time 2.476 Data 0.001 Err 0.1824 top1 6.250 top5 0.000 | Epoch: [45][98/553] Time 2.438 Data 0.001 Err 0.4198 top1 10.938 top5 4.688 | Epoch: [45][99/553] Time 2.446 Data 0.001 Err 0.2461 top1 7.031 top5 0.781 | Epoch: [45][100/553] Time 2.463 Data 0.001 Err 0.2131 top1 5.469 top5 1.562 | Epoch: [45][101/553] Time 2.493 Data 0.001 Err 0.1536 top1 3.125 top5 0.000 | Epoch: [45][102/553] Time 2.504 Data 0.000 Err 0.1968 top1 7.031 top5 0.781 | Epoch: [45][103/553] Time 2.447 Data 0.001 Err 0.2851 top1 6.250 top5 2.344 | Epoch: [45][104/553] Time 2.469 Data 0.001 Err 0.4329 top1 11.719 top5 4.688 | Epoch: [45][105/553] Time 2.446 Data 0.001 Err 0.2795 top1 8.594 top5 2.344 | Epoch: [45][106/553] Time 2.439 Data 0.001 Err 0.3146 top1 7.031 top5 1.562 | Epoch: [45][107/553] Time 2.487 Data 0.001 Err 0.3375 top1 10.156 top5 3.125 | Epoch: [45][108/553] Time 2.478 Data 0.001 Err 0.4061 top1 11.719 top5 4.688 | Epoch: [45][109/553] Time 2.450 Data 0.004 Err 0.3827 top1 9.375 top5 3.906 | Epoch: [45][110/553] Time 2.455 Data 0.001 Err 0.4076 top1 10.156 top5 3.906 | Epoch: [45][111/553] Time 2.464 Data 0.001 Err 0.3194 top1 9.375 top5 3.906 | Epoch: [45][112/553] Time 2.440 Data 0.001 Err 0.3631 top1 8.594 top5 3.125 | Epoch: [45][113/553] Time 2.441 Data 0.001 Err 0.3023 top1 10.156 top5 0.781 | Epoch: [45][114/553] Time 2.445 Data 0.001 Err 0.2486 top1 6.250 top5 0.000 | Epoch: [45][115/553] Time 2.480 Data 0.001 Err 0.3459 top1 8.594 top5 2.344 | Epoch: [45][116/553] Time 2.471 Data 0.000 Err 0.1737 top1 4.688 top5 1.562 | Epoch: [45][117/553] Time 2.477 Data 0.001 Err 0.3922 top1 11.719 top5 3.125 | Epoch: [45][118/553] Time 2.448 Data 0.002 Err 0.3466 top1 7.812 top5 3.125 | Epoch: [45][119/553] Time 2.478 Data 0.001 Err 0.2767 top1 7.812 top5 1.562 | Epoch: [45][120/553] Time 2.454 Data 0.001 Err 0.3905 top1 11.719 top5 1.562 | Epoch: [45][121/553] Time 2.448 Data 0.001 Err 0.2610 top1 8.594 top5 3.125 | Epoch: [45][122/553] Time 2.453 Data 0.001 Err 0.2297 top1 3.906 top5 1.562 | Epoch: [45][123/553] Time 2.485 Data 0.001 Err 0.1657 top1 3.125 top5 1.562 | Epoch: [45][124/553] Time 2.470 Data 0.001 Err 0.4230 top1 13.281 top5 3.125 | Epoch: [45][125/553] Time 2.437 Data 0.001 Err 0.2920 top1 7.031 top5 2.344 | Epoch: [45][126/553] Time 2.454 Data 0.001 Err 0.3634 top1 9.375 top5 3.906 | Epoch: [45][127/553] Time 2.438 Data 0.001 Err 0.2552 top1 6.250 top5 2.344 | Epoch: [45][128/553] Time 2.447 Data 0.005 Err 0.3374 top1 7.031 top5 5.469 | Epoch: [45][129/553] Time 2.511 Data 0.001 Err 0.2544 top1 8.594 top5 0.000 | Epoch: [45][130/553] Time 2.466 Data 0.001 Err 0.3096 top1 6.250 top5 2.344 | Epoch: [45][131/553] Time 2.486 Data 0.001 Err 0.3460 top1 8.594 top5 3.125 | Epoch: [45][132/553] Time 2.472 Data 0.001 Err 0.2388 top1 3.125 top5 2.344 | Epoch: [45][133/553] Time 2.474 Data 0.001 Err 0.2640 top1 6.250 top5 1.562 | Epoch: [45][134/553] Time 2.455 Data 0.001 Err 0.4843 top1 14.844 top5 3.125 | Epoch: [45][135/553] Time 2.490 Data 0.001 Err 0.2968 top1 6.250 top5 3.125 | Epoch: [45][136/553] Time 2.447 Data 0.001 Err 0.1952 top1 5.469 top5 0.000 | Epoch: [45][137/553] Time 2.443 Data 0.001 Err 0.3748 top1 10.938 top5 3.906 | Epoch: [45][138/553] Time 2.467 Data 0.001 Err 0.5433 top1 12.500 top5 7.031 | Epoch: [45][139/553] Time 2.447 Data 0.001 Err 0.4563 top1 12.500 top5 1.562 | Epoch: [45][140/553] Time 2.449 Data 0.000 Err 0.3669 top1 8.594 top5 3.125 | Epoch: [45][141/553] Time 2.460 Data 0.001 Err 0.3685 top1 7.812 top5 2.344 | Epoch: [45][142/553] Time 2.438 Data 0.001 Err 0.3449 top1 9.375 top5 2.344 | Epoch: [45][143/553] Time 2.447 Data 0.001 Err 0.3113 top1 6.250 top5 0.000 | Epoch: [45][144/553] Time 2.505 Data 0.001 Err 0.3793 top1 9.375 top5 3.125 | Epoch: [45][145/553] Time 2.441 Data 0.001 Err 0.3401 top1 10.156 top5 3.125 | Epoch: [45][146/553] Time 2.445 Data 0.001 Err 0.2659 top1 7.812 top5 1.562 | Epoch: [45][147/553] Time 2.457 Data 0.004 Err 0.2474 top1 7.812 top5 2.344 | Epoch: [45][148/553] Time 2.447 Data 0.001 Err 0.3092 top1 8.594 top5 2.344 | Epoch: [45][149/553] Time 2.467 Data 0.001 Err 0.2160 top1 6.250 top5 1.562 | Epoch: [45][150/553] Time 2.481 Data 0.001 Err 0.2781 top1 9.375 top5 2.344 | Epoch: [45][151/553] Time 2.485 Data 0.001 Err 0.1416 top1 3.906 top5 0.000 | Epoch: [45][152/553] Time 2.460 Data 0.001 Err 0.1741 top1 5.469 top5 0.000 | Epoch: [45][153/553] Time 2.434 Data 0.001 Err 0.4151 top1 10.938 top5 1.562 | Epoch: [45][154/553] Time 2.445 Data 0.000 Err 0.4010 top1 8.594 top5 4.688 | Epoch: [45][155/553] Time 2.441 Data 0.001 Err 0.2626 top1 4.688 top5 1.562 | Epoch: [45][156/553] Time 2.513 Data 0.001 Err 0.3562 top1 8.594 top5 3.125 | Epoch: [45][157/553] Time 2.516 Data 0.001 Err 0.3692 top1 9.375 top5 3.125 | Epoch: [45][158/553] Time 2.486 Data 0.001 Err 0.2972 top1 9.375 top5 1.562 | Epoch: [45][159/553] Time 2.468 Data 0.000 Err 0.4034 top1 8.594 top5 2.344 | Epoch: [45][160/553] Time 2.478 Data 0.001 Err 0.2462 top1 7.812 top5 0.781 | Epoch: [45][161/553] Time 2.440 Data 0.001 Err 0.3339 top1 11.719 top5 2.344 | Epoch: [45][162/553] Time 2.477 Data 0.001 Err 0.2100 top1 6.250 top5 1.562 | Epoch: [45][163/553] Time 2.467 Data 0.001 Err 0.4596 top1 14.844 top5 5.469 | Epoch: [45][164/553] Time 2.490 Data 0.001 Err 0.2589 top1 8.594 top5 3.125 | Epoch: [45][165/553] Time 2.449 Data 0.001 Err 0.2921 top1 7.031 top5 2.344 | Epoch: [45][166/553] Time 2.468 Data 0.004 Err 0.2459 top1 7.031 top5 0.781 | Epoch: [45][167/553] Time 2.448 Data 0.001 Err 0.2523 top1 6.250 top5 2.344 | Epoch: [45][168/553] Time 2.508 Data 0.001 Err 0.3199 top1 8.594 top5 1.562 | Epoch: [45][169/553] Time 2.461 Data 0.000 Err 0.4044 top1 10.938 top5 4.688 | Epoch: [45][170/553] Time 2.469 Data 0.001 Err 0.2227 top1 3.906 top5 2.344 | Epoch: [45][171/553] Time 2.444 Data 0.001 Err 0.3359 top1 8.594 top5 3.125 | Epoch: [45][172/553] Time 2.469 Data 0.001 Err 0.3396 top1 9.375 top5 1.562 | Epoch: [45][173/553] Time 2.440 Data 0.001 Err 0.3301 top1 9.375 top5 3.125 | Epoch: [45][174/553] Time 2.480 Data 0.001 Err 0.3807 top1 10.156 top5 3.125 | Epoch: [45][175/553] Time 2.448 Data 0.001 Err 0.2230 top1 6.250 top5 1.562 | Epoch: [45][176/553] Time 2.470 Data 0.001 Err 0.3057 top1 7.812 top5 2.344 | Epoch: [45][177/553] Time 2.442 Data 0.001 Err 0.3455 top1 9.375 top5 3.906 | Epoch: [45][178/553] Time 2.441 Data 0.001 Err 0.3977 top1 10.156 top5 3.906 | Epoch: [45][179/553] Time 2.437 Data 0.001 Err 0.2371 top1 6.250 top5 1.562 | Epoch: [45][180/553] Time 2.439 Data 0.001 Err 0.2372 top1 6.250 top5 1.562 | Epoch: [45][181/553] Time 2.437 Data 0.001 Err 0.3406 top1 10.156 top5 3.906 | Epoch: [45][182/553] Time 2.450 Data 0.001 Err 0.2994 top1 7.031 top5 1.562 | Epoch: [45][183/553] Time 2.454 Data 0.001 Err 0.4464 top1 11.719 top5 3.125 | Epoch: [45][184/553] Time 2.452 Data 0.001 Err 0.2994 top1 7.812 top5 0.781 | Epoch: [45][185/553] Time 2.486 Data 0.002 Err 0.2251 top1 7.031 top5 1.562 | Epoch: [45][186/553] Time 2.461 Data 0.001 Err 0.2667 top1 6.250 top5 0.781 | Epoch: [45][187/553] Time 2.475 Data 0.001 Err 0.2448 top1 5.469 top5 1.562 | Epoch: [45][188/553] Time 2.436 Data 0.001 Err 0.4038 top1 11.719 top5 2.344 | Epoch: [45][189/553] Time 2.439 Data 0.001 Err 0.1558 top1 2.344 top5 0.781 | Epoch: [45][190/553] Time 2.475 Data 0.001 Err 0.3192 top1 7.031 top5 3.125 | Epoch: [45][191/553] Time 2.443 Data 0.001 Err 0.3246 top1 9.375 top5 1.562 | Epoch: [45][192/553] Time 2.442 Data 0.001 Err 0.2435 top1 5.469 top5 0.000 | Epoch: [45][193/553] Time 2.469 Data 0.001 Err 0.2711 top1 8.594 top5 1.562 | Epoch: [45][194/553] Time 2.439 Data 0.001 Err 0.3380 top1 9.375 top5 0.781 | Epoch: [45][195/553] Time 2.508 Data 0.001 Err 0.2966 top1 7.812 top5 3.125 | Epoch: [45][196/553] Time 2.446 Data 0.001 Err 0.1518 top1 3.125 top5 0.000 | Epoch: [45][197/553] Time 2.509 Data 0.001 Err 0.3730 top1 10.156 top5 1.562 | Epoch: [45][198/553] Time 2.468 Data 0.001 Err 0.2729 top1 6.250 top5 1.562 | Epoch: [45][199/553] Time 2.513 Data 0.001 Err 0.3659 top1 12.500 top5 2.344 | Epoch: [45][200/553] Time 2.450 Data 0.001 Err 0.3873 top1 9.375 top5 3.125 | Epoch: [45][201/553] Time 2.501 Data 0.001 Err 0.2853 top1 6.250 top5 0.781 | Epoch: [45][202/553] Time 2.447 Data 0.001 Err 0.3094 top1 6.250 top5 1.562 | Epoch: [45][203/553] Time 2.432 Data 0.001 Err 0.3642 top1 9.375 top5 3.125 | Epoch: [45][204/553] Time 2.518 Data 0.005 Err 0.3502 top1 9.375 top5 3.125 | Epoch: [45][205/553] Time 2.444 Data 0.001 Err 0.2655 top1 7.031 top5 1.562 | Epoch: [45][206/553] Time 2.481 Data 0.001 Err 0.1677 top1 4.688 top5 0.781 | Epoch: [45][207/553] Time 2.473 Data 0.001 Err 0.4626 top1 13.281 top5 6.250 | Epoch: [45][208/553] Time 2.447 Data 0.000 Err 0.1925 top1 5.469 top5 0.000 | Epoch: [45][209/553] Time 2.447 Data 0.001 Err 0.2703 top1 7.812 top5 1.562 | Epoch: [45][210/553] Time 2.440 Data 0.001 Err 0.4395 top1 10.938 top5 5.469 | Epoch: [45][211/553] Time 2.437 Data 0.001 Err 0.2328 top1 6.250 top5 1.562 | Epoch: [45][212/553] Time 2.445 Data 0.001 Err 0.3542 top1 8.594 top5 1.562 | Epoch: [45][213/553] Time 2.451 Data 0.001 Err 0.3404 top1 8.594 top5 3.125 | Epoch: [45][214/553] Time 2.488 Data 0.001 Err 0.2883 top1 7.031 top5 1.562 | Epoch: [45][215/553] Time 2.456 Data 0.001 Err 0.3865 top1 9.375 top5 2.344 | Epoch: [45][216/553] Time 2.451 Data 0.001 Err 0.4578 top1 10.938 top5 3.906 | Epoch: [45][217/553] Time 2.469 Data 0.001 Err 0.2766 top1 7.031 top5 4.688 | Epoch: [45][218/553] Time 2.444 Data 0.001 Err 0.4095 top1 10.156 top5 3.906 | Epoch: [45][219/553] Time 2.449 Data 0.001 Err 0.2733 top1 5.469 top5 3.125 | Epoch: [45][220/553] Time 2.463 Data 0.001 Err 0.2347 top1 5.469 top5 0.781 | Epoch: [45][221/553] Time 2.470 Data 0.001 Err 0.3262 top1 8.594 top5 2.344 | Epoch: [45][222/553] Time 2.438 Data 0.001 Err 0.2604 top1 4.688 top5 2.344 | Epoch: [45][223/553] Time 2.437 Data 0.003 Err 0.2220 top1 5.469 top5 0.781 | Epoch: [45][224/553] Time 2.443 Data 0.001 Err 0.3445 top1 8.594 top5 3.125 | Epoch: [45][225/553] Time 2.437 Data 0.001 Err 0.2479 top1 6.250 top5 1.562 | Epoch: [45][226/553] Time 2.520 Data 0.001 Err 0.2506 top1 7.031 top5 2.344 | Epoch: [45][227/553] Time 2.475 Data 0.001 Err 0.2360 top1 4.688 top5 2.344 | Epoch: [45][228/553] Time 2.461 Data 0.001 Err 0.2155 top1 6.250 top5 1.562 | Epoch: [45][229/553] Time 2.477 Data 0.001 Err 0.3148 top1 9.375 top5 2.344 | Epoch: [45][230/553] Time 2.471 Data 0.001 Err 0.2832 top1 7.812 top5 2.344 | Epoch: [45][231/553] Time 2.457 Data 0.001 Err 0.2948 top1 7.812 top5 3.125 | Epoch: [45][232/553] Time 2.453 Data 0.001 Err 0.2682 top1 7.031 top5 0.781 | Epoch: [45][233/553] Time 2.446 Data 0.001 Err 0.3202 top1 8.594 top5 0.781 | Epoch: [45][234/553] Time 2.469 Data 0.001 Err 0.3312 top1 7.031 top5 2.344 | Epoch: [45][235/553] Time 2.475 Data 0.000 Err 0.2974 top1 7.812 top5 3.125 | Epoch: [45][236/553] Time 2.443 Data 0.001 Err 0.3289 top1 11.719 top5 1.562 | Epoch: [45][237/553] Time 2.453 Data 0.001 Err 0.3559 top1 10.938 top5 3.125 | Epoch: [45][238/553] Time 2.481 Data 0.001 Err 0.5021 top1 12.500 top5 7.031 | Epoch: [45][239/553] Time 2.445 Data 0.001 Err 0.4731 top1 11.719 top5 5.469 | Epoch: [45][240/553] Time 2.449 Data 0.001 Err 0.3729 top1 9.375 top5 1.562 | Epoch: [45][241/553] Time 2.446 Data 0.001 Err 0.2166 top1 6.250 top5 2.344 | Epoch: [45][242/553] Time 2.480 Data 0.004 Err 0.3323 top1 7.812 top5 2.344 | Epoch: [45][243/553] Time 2.442 Data 0.001 Err 0.3670 top1 8.594 top5 3.906 | Epoch: [45][244/553] Time 2.449 Data 0.001 Err 0.3493 top1 7.812 top5 3.125 | Epoch: [45][245/553] Time 2.454 Data 0.001 Err 0.2940 top1 8.594 top5 1.562 | Epoch: [45][246/553] Time 2.497 Data 0.001 Err 0.3771 top1 7.812 top5 4.688 | Epoch: [45][247/553] Time 2.448 Data 0.001 Err 0.2382 top1 5.469 top5 1.562 | Epoch: [45][248/553] Time 2.443 Data 0.001 Err 0.3250 top1 9.375 top5 1.562 | Epoch: [45][249/553] Time 2.480 Data 0.001 Err 0.2894 top1 9.375 top5 0.000 | Epoch: [45][250/553] Time 2.446 Data 0.001 Err 0.2649 top1 7.812 top5 1.562 | Epoch: [45][251/553] Time 2.490 Data 0.001 Err 0.3804 top1 8.594 top5 3.906 | Epoch: [45][252/553] Time 2.440 Data 0.001 Err 0.3159 top1 10.156 top5 1.562 | Epoch: [45][253/553] Time 2.441 Data 0.001 Err 0.4113 top1 8.594 top5 3.125 | Epoch: [45][254/553] Time 2.439 Data 0.001 Err 0.2504 top1 7.031 top5 1.562 | Epoch: [45][255/553] Time 2.453 Data 0.001 Err 0.2026 top1 3.125 top5 0.000 | Epoch: [45][256/553] Time 2.484 Data 0.001 Err 0.4577 top1 10.938 top5 3.906 | Epoch: [45][257/553] Time 2.469 Data 0.001 Err 0.4221 top1 10.938 top5 3.125 | Epoch: [45][258/553] Time 2.505 Data 0.001 Err 0.3264 top1 8.594 top5 3.906 | Epoch: [45][259/553] Time 2.467 Data 0.001 Err 0.4216 top1 9.375 top5 3.125 | Epoch: [45][260/553] Time 2.443 Data 0.001 Err 0.3577 top1 10.938 top5 2.344 | Epoch: [45][261/553] Time 2.438 Data 0.002 Err 0.1884 top1 4.688 top5 0.781 | Epoch: [45][262/553] Time 2.448 Data 0.001 Err 0.3539 top1 9.375 top5 2.344 | Epoch: [45][263/553] Time 2.465 Data 0.001 Err 0.2791 top1 7.031 top5 2.344 | Epoch: [45][264/553] Time 2.442 Data 0.001 Err 0.4105 top1 11.719 top5 6.250 | Epoch: [45][265/553] Time 2.459 Data 0.001 Err 0.3632 top1 7.031 top5 1.562 | Epoch: [45][266/553] Time 2.450 Data 0.000 Err 0.3914 top1 11.719 top5 3.906 | Epoch: [45][267/553] Time 2.491 Data 0.001 Err 0.4268 top1 11.719 top5 3.906 | Epoch: [45][268/553] Time 2.440 Data 0.001 Err 0.3757 top1 10.938 top5 3.906 | Epoch: [45][269/553] Time 2.457 Data 0.001 Err 0.2883 top1 7.812 top5 3.125 | Epoch: [45][270/553] Time 2.480 Data 0.001 Err 0.3843 top1 10.938 top5 1.562 | Epoch: [45][271/553] Time 2.482 Data 0.001 Err 0.3083 top1 7.812 top5 3.125 | Epoch: [45][272/553] Time 2.446 Data 0.001 Err 0.3187 top1 8.594 top5 3.125 | Epoch: [45][273/553] Time 2.445 Data 0.001 Err 0.3726 top1 10.938 top5 2.344 | Epoch: [45][274/553] Time 2.437 Data 0.001 Err 0.3536 top1 9.375 top5 3.906 | Epoch: [45][275/553] Time 2.481 Data 0.001 Err 0.2992 top1 9.375 top5 0.781 | Epoch: [45][276/553] Time 2.452 Data 0.001 Err 0.1783 top1 4.688 top5 0.781 | Epoch: [45][277/553] Time 2.452 Data 0.001 Err 0.2074 top1 4.688 top5 0.000 | Epoch: [45][278/553] Time 2.499 Data 0.001 Err 0.3298 top1 6.250 top5 3.125 | Epoch: [45][279/553] Time 2.443 Data 0.001 Err 0.4326 top1 10.938 top5 6.250 | Epoch: [45][280/553] Time 2.437 Data 0.003 Err 0.4163 top1 11.719 top5 5.469 | Epoch: [45][281/553] Time 2.459 Data 0.000 Err 0.4267 top1 9.375 top5 3.906 | Epoch: [45][282/553] Time 2.441 Data 0.001 Err 0.3258 top1 7.812 top5 2.344 | Epoch: [45][283/553] Time 2.449 Data 0.001 Err 0.3122 top1 7.812 top5 2.344 | Epoch: [45][284/553] Time 2.446 Data 0.001 Err 0.3584 top1 10.156 top5 0.781 | Epoch: [45][285/553] Time 2.443 Data 0.001 Err 0.3713 top1 8.594 top5 3.906 | Epoch: [45][286/553] Time 2.447 Data 0.001 Err 0.2909 top1 6.250 top5 2.344 | Epoch: [45][287/553] Time 2.470 Data 0.001 Err 0.3535 top1 9.375 top5 3.125 | Epoch: [45][288/553] Time 2.441 Data 0.001 Err 0.2939 top1 8.594 top5 3.125 | Epoch: [45][289/553] Time 2.443 Data 0.001 Err 0.1693 top1 4.688 top5 1.562 | Epoch: [45][290/553] Time 2.473 Data 0.001 Err 0.3686 top1 11.719 top5 1.562 | Epoch: [45][291/553] Time 2.478 Data 0.001 Err 0.4632 top1 10.156 top5 5.469 | Epoch: [45][292/553] Time 2.449 Data 0.001 Err 0.3069 top1 9.375 top5 1.562 | Epoch: [45][293/553] Time 2.446 Data 0.001 Err 0.3140 top1 9.375 top5 2.344 | Epoch: [45][294/553] Time 2.481 Data 0.001 Err 0.2375 top1 7.812 top5 1.562 | Epoch: [45][295/553] Time 2.468 Data 0.001 Err 0.3178 top1 7.812 top5 1.562 | Epoch: [45][296/553] Time 2.451 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [45][297/553] Time 2.453 Data 0.001 Err 0.2554 top1 7.812 top5 3.125 | Epoch: [45][298/553] Time 2.443 Data 0.001 Err 0.3473 top1 7.812 top5 3.125 | Epoch: [45][299/553] Time 2.477 Data 0.003 Err 0.3589 top1 10.938 top5 2.344 | Epoch: [45][300/553] Time 2.457 Data 0.001 Err 0.2989 top1 7.031 top5 1.562 | Epoch: [45][301/553] Time 2.500 Data 0.000 Err 0.3308 top1 6.250 top5 3.125 | Epoch: [45][302/553] Time 2.485 Data 0.001 Err 0.3476 top1 10.156 top5 3.125 | Epoch: [45][303/553] Time 2.463 Data 0.001 Err 0.3036 top1 9.375 top5 3.906 | Epoch: [45][304/553] Time 2.454 Data 0.000 Err 0.3962 top1 10.156 top5 3.125 | Epoch: [45][305/553] Time 2.466 Data 0.001 Err 0.3899 top1 8.594 top5 2.344 | Epoch: [45][306/553] Time 2.435 Data 0.001 Err 0.2676 top1 7.812 top5 0.781 | Epoch: [45][307/553] Time 2.470 Data 0.001 Err 0.3992 top1 11.719 top5 3.906 | Epoch: [45][308/553] Time 2.430 Data 0.001 Err 0.2212 top1 6.250 top5 0.781 | Epoch: [45][309/553] Time 2.446 Data 0.001 Err 0.2988 top1 7.031 top5 2.344 | Epoch: [45][310/553] Time 2.449 Data 0.001 Err 0.3392 top1 9.375 top5 3.906 | Epoch: [45][311/553] Time 2.467 Data 0.001 Err 0.3420 top1 9.375 top5 3.125 | Epoch: [45][312/553] Time 2.444 Data 0.001 Err 0.4836 top1 10.938 top5 3.906 | Epoch: [45][313/553] Time 2.446 Data 0.001 Err 0.2456 top1 7.812 top5 3.125 | Epoch: [45][314/553] Time 2.476 Data 0.001 Err 0.3187 top1 8.594 top5 3.906 | Epoch: [45][315/553] Time 2.436 Data 0.001 Err 0.3811 top1 9.375 top5 3.906 | Epoch: [45][316/553] Time 2.482 Data 0.001 Err 0.2320 top1 6.250 top5 0.781 | Epoch: [45][317/553] Time 2.444 Data 0.001 Err 0.2829 top1 7.031 top5 2.344 | Epoch: [45][318/553] Time 2.443 Data 0.009 Err 0.2818 top1 5.469 top5 3.906 | Epoch: [45][319/553] Time 2.457 Data 0.001 Err 0.3713 top1 8.594 top5 3.125 | Epoch: [45][320/553] Time 2.448 Data 0.001 Err 0.3701 top1 9.375 top5 3.906 | Epoch: [45][321/553] Time 2.451 Data 0.001 Err 0.3103 top1 10.156 top5 1.562 | Epoch: [45][322/553] Time 2.476 Data 0.001 Err 0.5536 top1 15.625 top5 6.250 | Epoch: [45][323/553] Time 2.440 Data 0.001 Err 0.3279 top1 9.375 top5 1.562 | Epoch: [45][324/553] Time 2.437 Data 0.001 Err 0.4033 top1 9.375 top5 3.906 | Epoch: [45][325/553] Time 2.443 Data 0.001 Err 0.2843 top1 7.812 top5 1.562 | Epoch: [45][326/553] Time 2.444 Data 0.001 Err 0.2571 top1 7.812 top5 0.000 | Epoch: [45][327/553] Time 2.473 Data 0.001 Err 0.2179 top1 4.688 top5 1.562 | Epoch: [45][328/553] Time 2.455 Data 0.001 Err 0.1844 top1 4.688 top5 0.781 | Epoch: [45][329/553] Time 2.439 Data 0.001 Err 0.3859 top1 9.375 top5 3.906 | Epoch: [45][330/553] Time 2.450 Data 0.001 Err 0.3270 top1 7.812 top5 0.781 | Epoch: [45][331/553] Time 2.449 Data 0.001 Err 0.2315 top1 5.469 top5 0.781 | Epoch: [45][332/553] Time 2.456 Data 0.000 Err 0.2458 top1 4.688 top5 1.562 | Epoch: [45][333/553] Time 2.442 Data 0.001 Err 0.2575 top1 7.812 top5 0.781 | Epoch: [45][334/553] Time 2.468 Data 0.001 Err 0.3058 top1 7.031 top5 1.562 | Epoch: [45][335/553] Time 2.515 Data 0.001 Err 0.3611 top1 10.156 top5 4.688 | Epoch: [45][336/553] Time 2.437 Data 0.001 Err 0.3407 top1 10.156 top5 2.344 | Epoch: [45][337/553] Time 2.449 Data 0.004 Err 0.3663 top1 8.594 top5 2.344 | Epoch: [45][338/553] Time 2.484 Data 0.001 Err 0.3775 top1 7.812 top5 3.125 | Epoch: [45][339/553] Time 2.479 Data 0.001 Err 0.3309 top1 8.594 top5 1.562 | Epoch: [45][340/553] Time 2.454 Data 0.001 Err 0.3438 top1 14.062 top5 1.562 | Epoch: [45][341/553] Time 2.452 Data 0.001 Err 0.3380 top1 7.812 top5 3.906 | Epoch: [45][342/553] Time 2.491 Data 0.001 Err 0.2653 top1 8.594 top5 1.562 | Epoch: [45][343/553] Time 2.447 Data 0.001 Err 0.3760 top1 9.375 top5 3.125 | Epoch: [45][344/553] Time 2.440 Data 0.001 Err 0.2883 top1 9.375 top5 0.000 | Epoch: [45][345/553] Time 2.440 Data 0.001 Err 0.2536 top1 8.594 top5 0.000 | Epoch: [45][346/553] Time 2.464 Data 0.001 Err 0.3253 top1 8.594 top5 2.344 | Epoch: [45][347/553] Time 2.449 Data 0.001 Err 0.2734 top1 8.594 top5 0.000 | Epoch: [45][348/553] Time 2.447 Data 0.001 Err 0.2442 top1 7.031 top5 2.344 | Epoch: [45][349/553] Time 2.450 Data 0.001 Err 0.2805 top1 8.594 top5 2.344 | Epoch: [45][350/553] Time 2.442 Data 0.001 Err 0.1959 top1 6.250 top5 1.562 | Epoch: [45][351/553] Time 2.460 Data 0.001 Err 0.3128 top1 8.594 top5 3.125 | Epoch: [45][352/553] Time 2.474 Data 0.001 Err 0.1865 top1 6.250 top5 0.781 | Epoch: [45][353/553] Time 2.439 Data 0.001 Err 0.3292 top1 9.375 top5 2.344 | Epoch: [45][354/553] Time 2.444 Data 0.001 Err 0.2439 top1 7.031 top5 0.781 | Epoch: [45][355/553] Time 2.445 Data 0.001 Err 0.3783 top1 8.594 top5 5.469 | Epoch: [45][356/553] Time 2.446 Data 0.003 Err 0.3913 top1 10.938 top5 3.125 | Epoch: [45][357/553] Time 2.491 Data 0.001 Err 0.2736 top1 8.594 top5 1.562 | Epoch: [45][358/553] Time 2.448 Data 0.001 Err 0.3449 top1 9.375 top5 3.906 | Epoch: [45][359/553] Time 2.435 Data 0.001 Err 0.3412 top1 9.375 top5 0.781 | Epoch: [45][360/553] Time 2.435 Data 0.001 Err 0.4271 top1 10.156 top5 4.688 | Epoch: [45][361/553] Time 2.467 Data 0.000 Err 0.2658 top1 6.250 top5 1.562 | Epoch: [45][362/553] Time 2.476 Data 0.001 Err 0.2978 top1 7.031 top5 3.125 | Epoch: [45][363/553] Time 2.442 Data 0.001 Err 0.3166 top1 7.812 top5 1.562 | Epoch: [45][364/553] Time 2.436 Data 0.001 Err 0.3552 top1 9.375 top5 2.344 | Epoch: [45][365/553] Time 2.497 Data 0.001 Err 0.3356 top1 9.375 top5 2.344 | Epoch: [45][366/553] Time 2.483 Data 0.001 Err 0.2960 top1 8.594 top5 1.562 | Epoch: [45][367/553] Time 2.444 Data 0.000 Err 0.2636 top1 6.250 top5 0.781 | Epoch: [45][368/553] Time 2.457 Data 0.001 Err 0.4692 top1 12.500 top5 5.469 | Epoch: [45][369/553] Time 2.447 Data 0.001 Err 0.3404 top1 9.375 top5 4.688 | Epoch: [45][370/553] Time 2.482 Data 0.000 Err 0.3398 top1 9.375 top5 2.344 | Epoch: [45][371/553] Time 2.447 Data 0.001 Err 0.2546 top1 5.469 top5 3.125 | Epoch: [45][372/553] Time 2.440 Data 0.001 Err 0.2827 top1 9.375 top5 0.000 | Epoch: [45][373/553] Time 2.473 Data 0.001 Err 0.2189 top1 6.250 top5 0.781 | Epoch: [45][374/553] Time 2.448 Data 0.001 Err 0.3583 top1 11.719 top5 1.562 | Epoch: [45][375/553] Time 2.436 Data 0.004 Err 0.2706 top1 7.812 top5 0.781 | Epoch: [45][376/553] Time 2.439 Data 0.001 Err 0.3523 top1 9.375 top5 2.344 | Epoch: [45][377/553] Time 2.440 Data 0.001 Err 0.3674 top1 7.812 top5 4.688 | Epoch: [45][378/553] Time 2.439 Data 0.001 Err 0.3493 top1 9.375 top5 3.125 | Epoch: [45][379/553] Time 2.486 Data 0.001 Err 0.2196 top1 4.688 top5 0.781 | Epoch: [45][380/553] Time 2.462 Data 0.001 Err 0.3655 top1 8.594 top5 3.125 | Epoch: [45][381/553] Time 2.444 Data 0.001 Err 0.3368 top1 7.031 top5 3.906 | Epoch: [45][382/553] Time 2.486 Data 0.001 Err 0.2436 top1 6.250 top5 3.125 | Epoch: [45][383/553] Time 2.437 Data 0.001 Err 0.3203 top1 10.938 top5 1.562 | Epoch: [45][384/553] Time 2.476 Data 0.001 Err 0.4005 top1 10.156 top5 3.906 | Epoch: [45][385/553] Time 2.514 Data 0.001 Err 0.3166 top1 11.719 top5 1.562 | Epoch: [45][386/553] Time 2.438 Data 0.001 Err 0.1914 top1 3.906 top5 1.562 | Epoch: [45][387/553] Time 2.449 Data 0.001 Err 0.2169 top1 2.344 top5 1.562 | Epoch: [45][388/553] Time 2.459 Data 0.001 Err 0.3711 top1 9.375 top5 3.125 | Epoch: [45][389/553] Time 2.449 Data 0.001 Err 0.3064 top1 7.812 top5 3.125 | Epoch: [45][390/553] Time 2.447 Data 0.001 Err 0.2945 top1 7.031 top5 1.562 | Epoch: [45][391/553] Time 2.436 Data 0.001 Err 0.4001 top1 9.375 top5 4.688 | Epoch: [45][392/553] Time 2.477 Data 0.001 Err 0.4313 top1 10.156 top5 3.906 | Epoch: [45][393/553] Time 2.439 Data 0.001 Err 0.3168 top1 5.469 top5 1.562 | Epoch: [45][394/553] Time 2.453 Data 0.001 Err 0.2552 top1 7.031 top5 1.562 | Epoch: [45][395/553] Time 2.515 Data 0.000 Err 0.2653 top1 6.250 top5 1.562 | Epoch: [45][396/553] Time 2.473 Data 0.001 Err 0.1688 top1 5.469 top5 0.781 | Epoch: [45][397/553] Time 2.435 Data 0.001 Err 0.2688 top1 8.594 top5 1.562 | Epoch: [45][398/553] Time 2.468 Data 0.001 Err 0.3543 top1 10.156 top5 3.125 | Epoch: [45][399/553] Time 2.450 Data 0.000 Err 0.3603 top1 9.375 top5 1.562 | Epoch: [45][400/553] Time 2.464 Data 0.001 Err 0.2464 top1 6.250 top5 3.125 | Epoch: [45][401/553] Time 2.444 Data 0.001 Err 0.4376 top1 10.938 top5 3.125 | Epoch: [45][402/553] Time 2.479 Data 0.001 Err 0.1776 top1 3.906 top5 0.781 | Epoch: [45][403/553] Time 2.437 Data 0.001 Err 0.3315 top1 7.031 top5 1.562 | Epoch: [45][404/553] Time 2.461 Data 0.001 Err 0.2441 top1 6.250 top5 2.344 | Epoch: [45][405/553] Time 2.472 Data 0.001 Err 0.4150 top1 10.156 top5 3.906 | Epoch: [45][406/553] Time 2.465 Data 0.001 Err 0.3698 top1 10.156 top5 3.906 | Epoch: [45][407/553] Time 2.444 Data 0.001 Err 0.2284 top1 6.250 top5 1.562 | Epoch: [45][408/553] Time 2.446 Data 0.001 Err 0.2884 top1 5.469 top5 2.344 | Epoch: [45][409/553] Time 2.452 Data 0.001 Err 0.2711 top1 8.594 top5 0.781 | Epoch: [45][410/553] Time 2.437 Data 0.001 Err 0.2162 top1 5.469 top5 0.781 | Epoch: [45][411/553] Time 2.480 Data 0.001 Err 0.2210 top1 6.250 top5 1.562 | Epoch: [45][412/553] Time 2.438 Data 0.001 Err 0.2586 top1 7.812 top5 1.562 | Epoch: [45][413/553] Time 2.441 Data 0.004 Err 0.1872 top1 3.125 top5 1.562 | Epoch: [45][414/553] Time 2.440 Data 0.001 Err 0.4467 top1 10.938 top5 3.125 | Epoch: [45][415/553] Time 2.447 Data 0.001 Err 0.2439 top1 7.031 top5 0.781 | Epoch: [45][416/553] Time 2.485 Data 0.001 Err 0.3278 top1 7.031 top5 3.906 | Epoch: [45][417/553] Time 2.438 Data 0.001 Err 0.3198 top1 9.375 top5 1.562 | Epoch: [45][418/553] Time 2.480 Data 0.001 Err 0.3566 top1 10.156 top5 3.906 | Epoch: [45][419/553] Time 2.490 Data 0.001 Err 0.4923 top1 9.375 top5 6.250 | Epoch: [45][420/553] Time 2.507 Data 0.001 Err 0.2965 top1 8.594 top5 2.344 | Epoch: [45][421/553] Time 2.437 Data 0.001 Err 0.3311 top1 12.500 top5 2.344 | Epoch: [45][422/553] Time 2.445 Data 0.001 Err 0.2740 top1 7.812 top5 2.344 | Epoch: [45][423/553] Time 2.479 Data 0.001 Err 0.3653 top1 11.719 top5 2.344 | Epoch: [45][424/553] Time 2.470 Data 0.001 Err 0.3206 top1 8.594 top5 3.906 | Epoch: [45][425/553] Time 2.477 Data 0.001 Err 0.2718 top1 7.812 top5 1.562 | Epoch: [45][426/553] Time 2.453 Data 0.000 Err 0.2839 top1 7.812 top5 1.562 | Epoch: [45][427/553] Time 2.471 Data 0.001 Err 0.4489 top1 12.500 top5 3.125 | Epoch: [45][428/553] Time 2.522 Data 0.001 Err 0.3454 top1 10.938 top5 3.125 | Epoch: [45][429/553] Time 2.478 Data 0.001 Err 0.3436 top1 9.375 top5 3.125 | Epoch: [45][430/553] Time 2.470 Data 0.001 Err 0.3398 top1 9.375 top5 3.125 | Epoch: [45][431/553] Time 2.508 Data 0.001 Err 0.3925 top1 11.719 top5 5.469 | Epoch: [45][432/553] Time 2.440 Data 0.002 Err 0.2407 top1 6.250 top5 2.344 | Epoch: [45][433/553] Time 2.441 Data 0.001 Err 0.2423 top1 6.250 top5 1.562 | Epoch: [45][434/553] Time 2.466 Data 0.001 Err 0.3849 top1 9.375 top5 3.906 | Epoch: [45][435/553] Time 2.478 Data 0.001 Err 0.4614 top1 12.500 top5 5.469 | Epoch: [45][436/553] Time 2.473 Data 0.000 Err 0.3874 top1 10.156 top5 3.125 | Epoch: [45][437/553] Time 2.444 Data 0.001 Err 0.2867 top1 9.375 top5 0.781 | Epoch: [45][438/553] Time 2.478 Data 0.001 Err 0.4364 top1 9.375 top5 3.906 | Epoch: [45][439/553] Time 2.461 Data 0.001 Err 0.3203 top1 7.031 top5 3.906 | Epoch: [45][440/553] Time 2.469 Data 0.001 Err 0.2774 top1 8.594 top5 1.562 | Epoch: [45][441/553] Time 2.442 Data 0.001 Err 0.2921 top1 7.031 top5 2.344 | Epoch: [45][442/553] Time 2.470 Data 0.001 Err 0.3325 top1 8.594 top5 2.344 | Epoch: [45][443/553] Time 2.441 Data 0.001 Err 0.2326 top1 5.469 top5 1.562 | Epoch: [45][444/553] Time 2.478 Data 0.001 Err 0.4964 top1 11.719 top5 4.688 | Epoch: [45][445/553] Time 2.485 Data 0.001 Err 0.2073 top1 3.906 top5 1.562 | Epoch: [45][446/553] Time 2.482 Data 0.001 Err 0.2670 top1 9.375 top5 1.562 | Epoch: [45][447/553] Time 2.479 Data 0.001 Err 0.3839 top1 11.719 top5 3.906 | Epoch: [45][448/553] Time 2.479 Data 0.001 Err 0.3921 top1 13.281 top5 3.125 | Epoch: [45][449/553] Time 2.443 Data 0.001 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [45][450/553] Time 2.446 Data 0.001 Err 0.3518 top1 9.375 top5 1.562 | Epoch: [45][451/553] Time 2.441 Data 0.001 Err 0.2465 top1 7.031 top5 0.781 | Epoch: [45][452/553] Time 2.484 Data 0.001 Err 0.3463 top1 7.031 top5 3.125 | Epoch: [45][453/553] Time 2.489 Data 0.001 Err 0.2618 top1 7.812 top5 1.562 | Epoch: [45][454/553] Time 2.502 Data 0.001 Err 0.3967 top1 10.938 top5 3.906 | Epoch: [45][455/553] Time 2.484 Data 0.001 Err 0.1683 top1 3.125 top5 0.781 | Epoch: [45][456/553] Time 2.442 Data 0.001 Err 0.2985 top1 8.594 top5 1.562 | Epoch: [45][457/553] Time 2.452 Data 0.001 Err 0.2790 top1 8.594 top5 1.562 | Epoch: [45][458/553] Time 2.442 Data 0.001 Err 0.3787 top1 10.156 top5 4.688 | Epoch: [45][459/553] Time 2.480 Data 0.001 Err 0.2728 top1 8.594 top5 0.000 | Epoch: [45][460/553] Time 2.456 Data 0.001 Err 0.3185 top1 6.250 top5 0.781 | Epoch: [45][461/553] Time 2.443 Data 0.001 Err 0.2294 top1 6.250 top5 0.000 | Epoch: [45][462/553] Time 2.431 Data 0.001 Err 0.2236 top1 8.594 top5 0.000 | Epoch: [45][463/553] Time 2.452 Data 0.001 Err 0.2319 top1 5.469 top5 1.562 | Epoch: [45][464/553] Time 2.446 Data 0.001 Err 0.3235 top1 10.156 top5 1.562 | Epoch: [45][465/553] Time 2.442 Data 0.001 Err 0.2515 top1 6.250 top5 1.562 | Epoch: [45][466/553] Time 2.519 Data 0.001 Err 0.3681 top1 9.375 top5 3.906 | Epoch: [45][467/553] Time 2.456 Data 0.001 Err 0.3093 top1 5.469 top5 2.344 | Epoch: [45][468/553] Time 2.469 Data 0.000 Err 0.2738 top1 10.938 top5 0.781 | Epoch: [45][469/553] Time 2.449 Data 0.001 Err 0.2457 top1 7.031 top5 1.562 | Epoch: [45][470/553] Time 2.455 Data 0.003 Err 0.4064 top1 12.500 top5 3.125 | Epoch: [45][471/553] Time 2.444 Data 0.000 Err 0.2971 top1 6.250 top5 3.125 | Epoch: [45][472/553] Time 2.475 Data 0.001 Err 0.3227 top1 7.031 top5 2.344 | Epoch: [45][473/553] Time 2.475 Data 0.001 Err 0.3340 top1 7.812 top5 0.781 | Epoch: [45][474/553] Time 2.438 Data 0.001 Err 0.3843 top1 8.594 top5 3.906 | Epoch: [45][475/553] Time 2.477 Data 0.001 Err 0.3062 top1 7.812 top5 3.125 | Epoch: [45][476/553] Time 2.482 Data 0.001 Err 0.2874 top1 9.375 top5 1.562 | Epoch: [45][477/553] Time 2.441 Data 0.001 Err 0.2565 top1 5.469 top5 1.562 | Epoch: [45][478/553] Time 2.448 Data 0.001 Err 0.3087 top1 7.812 top5 0.781 | Epoch: [45][479/553] Time 2.444 Data 0.001 Err 0.3310 top1 8.594 top5 3.125 | Epoch: [45][480/553] Time 2.488 Data 0.001 Err 0.3144 top1 8.594 top5 2.344 | Epoch: [45][481/553] Time 2.472 Data 0.001 Err 0.2430 top1 5.469 top5 1.562 | Epoch: [45][482/553] Time 2.437 Data 0.000 Err 0.3150 top1 8.594 top5 1.562 | Epoch: [45][483/553] Time 2.445 Data 0.001 Err 0.5747 top1 14.062 top5 6.250 | Epoch: [45][484/553] Time 2.447 Data 0.001 Err 0.2804 top1 7.812 top5 0.781 | Epoch: [45][485/553] Time 2.479 Data 0.001 Err 0.3221 top1 5.469 top5 2.344 | Epoch: [45][486/553] Time 2.472 Data 0.001 Err 0.3176 top1 8.594 top5 3.125 | Epoch: [45][487/553] Time 2.507 Data 0.001 Err 0.3879 top1 10.938 top5 2.344 | Epoch: [45][488/553] Time 2.455 Data 0.001 Err 0.3262 top1 8.594 top5 4.688 | Epoch: [45][489/553] Time 2.480 Data 0.004 Err 0.3575 top1 8.594 top5 3.906 | Epoch: [45][490/553] Time 2.446 Data 0.001 Err 0.2809 top1 7.812 top5 2.344 | Epoch: [45][491/553] Time 2.443 Data 0.000 Err 0.3045 top1 8.594 top5 0.781 | Epoch: [45][492/553] Time 2.452 Data 0.001 Err 0.2836 top1 7.812 top5 3.125 | Epoch: [45][493/553] Time 2.461 Data 0.001 Err 0.2798 top1 7.031 top5 1.562 | Epoch: [45][494/553] Time 2.459 Data 0.001 Err 0.2741 top1 7.812 top5 2.344 | Epoch: [45][495/553] Time 2.447 Data 0.001 Err 0.2456 top1 8.594 top5 0.000 | Epoch: [45][496/553] Time 2.446 Data 0.001 Err 0.2225 top1 7.031 top5 0.781 | Epoch: [45][497/553] Time 2.473 Data 0.001 Err 0.2737 top1 7.031 top5 1.562 | Epoch: [45][498/553] Time 2.449 Data 0.001 Err 0.3550 top1 9.375 top5 3.125 | Epoch: [45][499/553] Time 2.443 Data 0.001 Err 0.4485 top1 10.156 top5 4.688 | Epoch: [45][500/553] Time 2.437 Data 0.001 Err 0.2912 top1 7.031 top5 2.344 | Epoch: [45][501/553] Time 2.476 Data 0.001 Err 0.3025 top1 8.594 top5 0.000 | Epoch: [45][502/553] Time 2.505 Data 0.001 Err 0.3555 top1 8.594 top5 2.344 | Epoch: [45][503/553] Time 2.480 Data 0.001 Err 0.3041 top1 8.594 top5 2.344 | Epoch: [45][504/553] Time 2.459 Data 0.001 Err 0.3801 top1 10.156 top5 1.562 | Epoch: [45][505/553] Time 2.447 Data 0.001 Err 0.3741 top1 11.719 top5 2.344 | Epoch: [45][506/553] Time 2.440 Data 0.001 Err 0.4204 top1 11.719 top5 4.688 | Epoch: [45][507/553] Time 2.501 Data 0.001 Err 0.3275 top1 8.594 top5 3.125 | Epoch: [45][508/553] Time 2.432 Data 0.001 Err 0.2486 top1 7.812 top5 0.781 | Epoch: [45][509/553] Time 2.471 Data 0.001 Err 0.3883 top1 11.719 top5 2.344 | Epoch: [45][510/553] Time 2.444 Data 0.001 Err 0.3391 top1 7.812 top5 2.344 | Epoch: [45][511/553] Time 2.476 Data 0.001 Err 0.4055 top1 12.500 top5 3.906 | Epoch: [45][512/553] Time 2.476 Data 0.001 Err 0.4051 top1 10.938 top5 2.344 | Epoch: [45][513/553] Time 2.494 Data 0.000 Err 0.3845 top1 10.938 top5 1.562 | Epoch: [45][514/553] Time 2.478 Data 0.001 Err 0.2616 top1 7.812 top5 0.781 | Epoch: [45][515/553] Time 2.437 Data 0.001 Err 0.2920 top1 8.594 top5 2.344 | Epoch: [45][516/553] Time 2.442 Data 0.001 Err 0.2288 top1 7.812 top5 1.562 | Epoch: [45][517/553] Time 2.439 Data 0.001 Err 0.2858 top1 9.375 top5 2.344 | Epoch: [45][518/553] Time 2.446 Data 0.001 Err 0.3059 top1 7.812 top5 2.344 | Epoch: [45][519/553] Time 2.462 Data 0.001 Err 0.2726 top1 4.688 top5 2.344 | Epoch: [45][520/553] Time 2.476 Data 0.001 Err 0.2129 top1 3.906 top5 1.562 | Epoch: [45][521/553] Time 2.440 Data 0.000 Err 0.3458 top1 7.812 top5 2.344 | Epoch: [45][522/553] Time 2.463 Data 0.000 Err 0.5351 top1 17.188 top5 3.125 | Epoch: [45][523/553] Time 2.446 Data 0.001 Err 0.1698 top1 3.125 top5 2.344 | Epoch: [45][524/553] Time 2.449 Data 0.001 Err 0.4757 top1 10.938 top5 3.906 | Epoch: [45][525/553] Time 2.453 Data 0.001 Err 0.4092 top1 9.375 top5 2.344 | Epoch: [45][526/553] Time 2.512 Data 0.001 Err 0.1876 top1 4.688 top5 0.781 | Epoch: [45][527/553] Time 2.451 Data 0.003 Err 0.3014 top1 7.031 top5 3.906 | Epoch: [45][528/553] Time 2.437 Data 0.001 Err 0.3981 top1 13.281 top5 1.562 | Epoch: [45][529/553] Time 2.475 Data 0.001 Err 0.2641 top1 7.031 top5 1.562 | Epoch: [45][530/553] Time 2.480 Data 0.001 Err 0.3504 top1 10.938 top5 2.344 | Epoch: [45][531/553] Time 2.444 Data 0.001 Err 0.4186 top1 12.500 top5 2.344 | Epoch: [45][532/553] Time 2.443 Data 0.001 Err 0.4238 top1 12.500 top5 1.562 | Epoch: [45][533/553] Time 2.442 Data 0.001 Err 0.2470 top1 7.031 top5 2.344 | Epoch: [45][534/553] Time 2.439 Data 0.001 Err 0.4027 top1 9.375 top5 3.906 | Epoch: [45][535/553] Time 2.463 Data 0.001 Err 0.4715 top1 14.844 top5 4.688 | Epoch: [45][536/553] Time 2.451 Data 0.001 Err 0.2235 top1 3.906 top5 0.781 | Epoch: [45][537/553] Time 2.458 Data 0.001 Err 0.2456 top1 6.250 top5 1.562 | Epoch: [45][538/553] Time 2.530 Data 0.001 Err 0.3047 top1 6.250 top5 1.562 | Epoch: [45][539/553] Time 2.448 Data 0.001 Err 0.3445 top1 10.156 top5 3.906 | Epoch: [45][540/553] Time 2.514 Data 0.000 Err 0.3964 top1 11.719 top5 3.906 | Epoch: [45][541/553] Time 2.504 Data 0.001 Err 0.2102 top1 5.469 top5 1.562 | Epoch: [45][542/553] Time 2.508 Data 0.001 Err 0.3364 top1 9.375 top5 3.125 | Epoch: [45][543/553] Time 2.446 Data 0.000 Err 0.2913 top1 8.594 top5 0.781 | Epoch: [45][544/553] Time 2.445 Data 0.000 Err 0.4636 top1 10.156 top5 3.125 | Epoch: [45][545/553] Time 2.484 Data 0.000 Err 0.3895 top1 8.594 top5 3.906 | Epoch: [45][546/553] Time 2.445 Data 0.000 Err 0.2535 top1 7.812 top5 0.781 | Epoch: [45][547/553] Time 2.437 Data 0.000 Err 0.2314 top1 8.594 top5 2.344 | Epoch: [45][548/553] Time 2.444 Data 0.000 Err 0.3758 top1 8.594 top5 3.906 | Epoch: [45][549/553] Time 2.446 Data 0.000 Err 0.3035 top1 6.250 top5 1.562 | Epoch: [45][550/553] Time 2.478 Data 0.000 Err 0.1786 top1 5.469 top5 0.000 | Epoch: [45][551/553] Time 2.443 Data 0.000 Err 0.3507 top1 9.375 top5 3.906 | Epoch: [45][552/553] Time 2.444 Data 0.000 Err 0.2711 top1 7.812 top5 1.562 | Epoch: [45][553/553] Time 1.025 Data 0.000 Err 0.7342 top1 18.182 top5 4.545 | Test: [45][1/198] Time 2.405 Data 1.683 top1 16.406 ( 16.406) top5 6.250 ( 6.250) | Test: [45][2/198] Time 0.728 Data 0.001 top1 14.062 ( 15.234) top5 1.562 ( 3.906) | Test: [45][3/198] Time 0.723 Data 0.000 top1 9.375 ( 13.281) top5 0.781 ( 2.865) | Test: [45][4/198] Time 0.724 Data 0.001 top1 12.500 ( 13.086) top5 2.344 ( 2.734) | Test: [45][5/198] Time 0.719 Data 0.001 top1 10.156 ( 12.500) top5 0.000 ( 2.188) | Test: [45][6/198] Time 0.718 Data 0.001 top1 17.188 ( 13.281) top5 1.562 ( 2.083) | Test: [45][7/198] Time 0.717 Data 0.001 top1 14.844 ( 13.504) top5 0.781 ( 1.897) | Test: [45][8/198] Time 0.713 Data 0.001 top1 17.969 ( 14.062) top5 3.906 ( 2.148) | Test: [45][9/198] Time 0.721 Data 0.001 top1 9.375 ( 13.542) top5 2.344 ( 2.170) | Test: [45][10/198] Time 0.718 Data 0.000 top1 14.844 ( 13.672) top5 3.125 ( 2.266) | Test: [45][11/198] Time 0.727 Data 0.001 top1 13.281 ( 13.636) top5 0.781 ( 2.131) | Test: [45][12/198] Time 0.723 Data 0.000 top1 14.062 ( 13.672) top5 3.125 ( 2.214) | Test: [45][13/198] Time 0.717 Data 0.001 top1 12.500 ( 13.582) top5 1.562 ( 2.163) | Test: [45][14/198] Time 0.713 Data 0.001 top1 9.375 ( 13.281) top5 2.344 ( 2.176) | Test: [45][15/198] Time 0.717 Data 0.001 top1 16.406 ( 13.490) top5 4.688 ( 2.344) | Test: [45][16/198] Time 0.723 Data 0.001 top1 10.938 ( 13.330) top5 1.562 ( 2.295) | Test: [45][17/198] Time 0.721 Data 0.001 top1 13.281 ( 13.327) top5 2.344 ( 2.298) | Test: [45][18/198] Time 0.774 Data 0.001 top1 14.062 ( 13.368) top5 0.781 ( 2.214) | Test: [45][19/198] Time 0.724 Data 0.001 top1 16.406 ( 13.528) top5 3.906 ( 2.303) | Test: [45][20/198] Time 0.719 Data 0.002 top1 10.156 ( 13.359) top5 3.125 ( 2.344) | Test: [45][21/198] Time 0.739 Data 0.001 top1 8.594 ( 13.132) top5 1.562 ( 2.307) | Test: [45][22/198] Time 0.786 Data 0.001 top1 14.062 ( 13.175) top5 3.125 ( 2.344) | Test: [45][23/198] Time 0.787 Data 0.001 top1 12.500 ( 13.145) top5 3.125 ( 2.378) | Test: [45][24/198] Time 0.726 Data 0.001 top1 12.500 ( 13.118) top5 3.125 ( 2.409) | Test: [45][25/198] Time 0.724 Data 0.001 top1 10.938 ( 13.031) top5 3.125 ( 2.438) | Test: [45][26/198] Time 0.718 Data 0.001 top1 13.281 ( 13.041) top5 2.344 ( 2.434) | Test: [45][27/198] Time 0.727 Data 0.001 top1 10.938 ( 12.963) top5 5.469 ( 2.546) | Test: [45][28/198] Time 0.727 Data 0.001 top1 12.500 ( 12.946) top5 6.250 ( 2.679) | Test: [45][29/198] Time 0.747 Data 0.001 top1 13.281 ( 12.958) top5 2.344 ( 2.667) | Test: [45][30/198] Time 0.738 Data 0.001 top1 7.812 ( 12.786) top5 0.000 ( 2.578) | Test: [45][31/198] Time 0.727 Data 0.001 top1 9.375 ( 12.676) top5 4.688 ( 2.646) | Test: [45][32/198] Time 0.732 Data 0.001 top1 8.594 ( 12.549) top5 1.562 ( 2.612) | Test: [45][33/198] Time 0.753 Data 0.001 top1 13.281 ( 12.571) top5 2.344 ( 2.604) | Test: [45][34/198] Time 0.722 Data 0.000 top1 17.969 ( 12.730) top5 4.688 ( 2.665) | Test: [45][35/198] Time 0.721 Data 0.002 top1 13.281 ( 12.746) top5 0.781 ( 2.612) | Test: [45][36/198] Time 0.760 Data 0.001 top1 12.500 ( 12.739) top5 0.781 ( 2.561) | Test: [45][37/198] Time 0.713 Data 0.001 top1 14.062 ( 12.774) top5 3.125 ( 2.576) | Test: [45][38/198] Time 0.723 Data 0.001 top1 9.375 ( 12.685) top5 0.781 ( 2.529) | Test: [45][39/198] Time 0.712 Data 0.001 top1 9.375 ( 12.600) top5 0.000 ( 2.464) | Test: [45][40/198] Time 0.725 Data 0.001 top1 7.031 ( 12.461) top5 1.562 ( 2.441) | Test: [45][41/198] Time 0.716 Data 0.001 top1 12.500 ( 12.462) top5 3.125 ( 2.458) | Test: [45][42/198] Time 0.717 Data 0.001 top1 15.625 ( 12.537) top5 3.125 ( 2.474) | Test: [45][43/198] Time 0.720 Data 0.001 top1 7.812 ( 12.427) top5 0.781 ( 2.435) | Test: [45][44/198] Time 0.730 Data 0.002 top1 13.281 ( 12.447) top5 0.781 ( 2.397) | Test: [45][45/198] Time 0.771 Data 0.001 top1 10.938 ( 12.413) top5 2.344 ( 2.396) | Test: [45][46/198] Time 0.727 Data 0.004 top1 13.281 ( 12.432) top5 4.688 ( 2.446) | Test: [45][47/198] Time 0.797 Data 0.001 top1 14.844 ( 12.483) top5 3.906 ( 2.477) | Test: [45][48/198] Time 0.747 Data 0.001 top1 15.625 ( 12.549) top5 3.125 ( 2.490) | Test: [45][49/198] Time 0.730 Data 0.001 top1 9.375 ( 12.484) top5 0.781 ( 2.455) | Test: [45][50/198] Time 0.787 Data 0.002 top1 12.500 ( 12.484) top5 3.906 ( 2.484) | Test: [45][51/198] Time 0.720 Data 0.001 top1 14.844 ( 12.531) top5 4.688 ( 2.528) | Test: [45][52/198] Time 0.721 Data 0.001 top1 10.938 ( 12.500) top5 3.125 ( 2.539) | Test: [45][53/198] Time 0.722 Data 0.001 top1 6.250 ( 12.382) top5 1.562 ( 2.521) | Test: [45][54/198] Time 0.722 Data 0.001 top1 14.844 ( 12.428) top5 6.250 ( 2.590) | Test: [45][55/198] Time 0.718 Data 0.001 top1 17.188 ( 12.514) top5 4.688 ( 2.628) | Test: [45][56/198] Time 0.719 Data 0.000 top1 11.719 ( 12.500) top5 2.344 ( 2.623) | Test: [45][57/198] Time 0.720 Data 0.001 top1 13.281 ( 12.514) top5 1.562 ( 2.604) | Test: [45][58/198] Time 0.716 Data 0.001 top1 10.938 ( 12.487) top5 2.344 ( 2.600) | Test: [45][59/198] Time 0.736 Data 0.001 top1 13.281 ( 12.500) top5 3.125 ( 2.609) | Test: [45][60/198] Time 0.722 Data 0.000 top1 21.094 ( 12.643) top5 3.906 ( 2.630) | Test: [45][61/198] Time 0.736 Data 0.000 top1 10.938 ( 12.615) top5 0.781 ( 2.600) | Test: [45][62/198] Time 0.718 Data 0.000 top1 11.719 ( 12.601) top5 4.688 ( 2.634) | Test: [45][63/198] Time 0.718 Data 0.001 top1 11.719 ( 12.587) top5 2.344 ( 2.629) | Test: [45][64/198] Time 0.715 Data 0.001 top1 10.156 ( 12.549) top5 3.125 ( 2.637) | Test: [45][65/198] Time 0.720 Data 0.001 top1 9.375 ( 12.500) top5 2.344 ( 2.632) | Test: [45][66/198] Time 0.716 Data 0.001 top1 14.844 ( 12.536) top5 1.562 ( 2.616) | Test: [45][67/198] Time 0.752 Data 0.001 top1 8.594 ( 12.477) top5 1.562 ( 2.600) | Test: [45][68/198] Time 0.775 Data 0.001 top1 14.844 ( 12.511) top5 3.906 ( 2.619) | Test: [45][69/198] Time 0.743 Data 0.001 top1 15.625 ( 12.557) top5 1.562 ( 2.604) | Test: [45][70/198] Time 0.735 Data 0.001 top1 14.844 ( 12.589) top5 1.562 ( 2.589) | Test: [45][71/198] Time 0.719 Data 0.001 top1 8.594 ( 12.533) top5 1.562 ( 2.575) | Test: [45][72/198] Time 0.723 Data 0.001 top1 17.188 ( 12.598) top5 3.906 ( 2.593) | Test: [45][73/198] Time 0.722 Data 0.002 top1 11.719 ( 12.586) top5 3.125 ( 2.601) | Test: [45][74/198] Time 0.792 Data 0.001 top1 15.625 ( 12.627) top5 3.906 ( 2.618) | Test: [45][75/198] Time 0.793 Data 0.002 top1 14.844 ( 12.656) top5 3.125 ( 2.625) | Test: [45][76/198] Time 0.785 Data 0.001 top1 17.188 ( 12.716) top5 3.906 ( 2.642) | Test: [45][77/198] Time 0.805 Data 0.001 top1 9.375 ( 12.672) top5 0.781 ( 2.618) | Test: [45][78/198] Time 0.794 Data 0.000 top1 17.188 ( 12.730) top5 3.125 ( 2.624) | Test: [45][79/198] Time 0.783 Data 0.001 top1 9.375 ( 12.688) top5 0.781 ( 2.601) | Test: [45][80/198] Time 0.776 Data 0.001 top1 7.812 ( 12.627) top5 0.781 ( 2.578) | Test: [45][81/198] Time 0.738 Data 0.001 top1 12.500 ( 12.625) top5 3.125 ( 2.585) | Test: [45][82/198] Time 0.731 Data 0.001 top1 14.062 ( 12.643) top5 1.562 ( 2.572) | Test: [45][83/198] Time 0.714 Data 0.001 top1 10.156 ( 12.613) top5 3.125 ( 2.579) | Test: [45][84/198] Time 0.737 Data 0.001 top1 14.062 ( 12.630) top5 3.906 ( 2.595) | Test: [45][85/198] Time 0.733 Data 0.000 top1 9.375 ( 12.592) top5 0.000 ( 2.564) | Test: [45][86/198] Time 0.741 Data 0.000 top1 17.188 ( 12.645) top5 2.344 ( 2.562) | Test: [45][87/198] Time 0.734 Data 0.000 top1 14.844 ( 12.671) top5 3.125 ( 2.568) | Test: [45][88/198] Time 0.727 Data 0.000 top1 17.969 ( 12.731) top5 2.344 ( 2.566) | Test: [45][89/198] Time 0.726 Data 0.000 top1 15.625 ( 12.763) top5 1.562 ( 2.554) | Test: [45][90/198] Time 0.717 Data 0.000 top1 10.156 ( 12.734) top5 5.469 ( 2.587) | Test: [45][91/198] Time 0.716 Data 0.001 top1 14.062 ( 12.749) top5 3.906 ( 2.601) | Test: [45][92/198] Time 0.714 Data 0.001 top1 7.812 ( 12.695) top5 1.562 ( 2.590) | Test: [45][93/198] Time 0.719 Data 0.001 top1 10.938 ( 12.676) top5 3.125 ( 2.596) | Test: [45][94/198] Time 0.713 Data 0.001 top1 13.281 ( 12.683) top5 2.344 ( 2.593) | Test: [45][95/198] Time 0.739 Data 0.001 top1 21.094 ( 12.771) top5 4.688 ( 2.615) | Test: [45][96/198] Time 0.740 Data 0.001 top1 10.938 ( 12.752) top5 2.344 ( 2.612) | Test: [45][97/198] Time 0.735 Data 0.001 top1 18.750 ( 12.814) top5 5.469 ( 2.642) | Test: [45][98/198] Time 0.726 Data 0.001 top1 10.156 ( 12.787) top5 0.781 ( 2.623) | Test: [45][99/198] Time 0.730 Data 0.001 top1 17.969 ( 12.839) top5 3.906 ( 2.636) | Test: [45][100/198] Time 0.727 Data 0.001 top1 16.406 ( 12.875) top5 0.781 ( 2.617) | Test: [45][101/198] Time 0.718 Data 0.001 top1 13.281 ( 12.879) top5 0.781 ( 2.599) | Test: [45][102/198] Time 0.752 Data 0.001 top1 9.375 ( 12.845) top5 4.688 ( 2.619) | Test: [45][103/198] Time 0.761 Data 0.001 top1 12.500 ( 12.841) top5 1.562 ( 2.609) | Test: [45][104/198] Time 0.745 Data 0.001 top1 16.406 ( 12.876) top5 2.344 ( 2.607) | Test: [45][105/198] Time 0.740 Data 0.001 top1 14.844 ( 12.894) top5 2.344 ( 2.604) | Test: [45][106/198] Time 0.718 Data 0.001 top1 13.281 ( 12.898) top5 2.344 ( 2.602) | Test: [45][107/198] Time 0.781 Data 0.001 top1 11.719 ( 12.887) top5 2.344 ( 2.599) | Test: [45][108/198] Time 0.748 Data 0.001 top1 13.281 ( 12.891) top5 2.344 ( 2.597) | Test: [45][109/198] Time 0.737 Data 0.001 top1 8.594 ( 12.851) top5 2.344 ( 2.595) | Test: [45][110/198] Time 0.734 Data 0.002 top1 10.156 ( 12.827) top5 0.781 ( 2.578) | Test: [45][111/198] Time 0.736 Data 0.001 top1 12.500 ( 12.824) top5 0.781 ( 2.562) | Test: [45][112/198] Time 0.727 Data 0.001 top1 10.938 ( 12.807) top5 1.562 ( 2.553) | Test: [45][113/198] Time 0.738 Data 0.001 top1 13.281 ( 12.811) top5 3.125 ( 2.558) | Test: [45][114/198] Time 0.714 Data 0.001 top1 9.375 ( 12.781) top5 2.344 ( 2.556) | Test: [45][115/198] Time 0.726 Data 0.001 top1 7.812 ( 12.738) top5 1.562 ( 2.548) | Test: [45][116/198] Time 0.735 Data 0.001 top1 13.281 ( 12.742) top5 3.906 ( 2.559) | Test: [45][117/198] Time 0.729 Data 0.000 top1 17.188 ( 12.780) top5 3.125 ( 2.564) | Test: [45][118/198] Time 0.720 Data 0.001 top1 14.062 ( 12.791) top5 3.125 ( 2.569) | Test: [45][119/198] Time 0.719 Data 0.001 top1 12.500 ( 12.789) top5 1.562 ( 2.560) | Test: [45][120/198] Time 0.714 Data 0.001 top1 16.406 ( 12.819) top5 3.125 ( 2.565) | Test: [45][121/198] Time 0.729 Data 0.000 top1 14.844 ( 12.836) top5 3.906 ( 2.576) | Test: [45][122/198] Time 0.715 Data 0.001 top1 14.062 ( 12.846) top5 3.906 ( 2.587) | Test: [45][123/198] Time 0.717 Data 0.001 top1 13.281 ( 12.849) top5 0.781 ( 2.572) | Test: [45][124/198] Time 0.718 Data 0.001 top1 11.719 ( 12.840) top5 3.906 ( 2.583) | Test: [45][125/198] Time 0.732 Data 0.001 top1 14.062 ( 12.850) top5 3.906 ( 2.594) | Test: [45][126/198] Time 0.731 Data 0.001 top1 10.938 ( 12.835) top5 0.781 ( 2.579) | Test: [45][127/198] Time 0.729 Data 0.001 top1 13.281 ( 12.838) top5 2.344 ( 2.578) | Test: [45][128/198] Time 0.718 Data 0.001 top1 8.594 ( 12.805) top5 1.562 ( 2.570) | Test: [45][129/198] Time 0.716 Data 0.001 top1 11.719 ( 12.797) top5 1.562 ( 2.562) | Test: [45][130/198] Time 0.715 Data 0.001 top1 17.188 ( 12.831) top5 3.125 ( 2.566) | Test: [45][131/198] Time 0.754 Data 0.001 top1 11.719 ( 12.822) top5 1.562 ( 2.558) | Test: [45][132/198] Time 0.725 Data 0.001 top1 11.719 ( 12.814) top5 3.125 ( 2.563) | Test: [45][133/198] Time 0.716 Data 0.001 top1 10.938 ( 12.800) top5 0.781 ( 2.549) | Test: [45][134/198] Time 0.727 Data 0.001 top1 10.938 ( 12.786) top5 1.562 ( 2.542) | Test: [45][135/198] Time 0.785 Data 0.001 top1 10.156 ( 12.766) top5 3.906 ( 2.552) | Test: [45][136/198] Time 0.789 Data 0.002 top1 13.281 ( 12.770) top5 3.125 ( 2.556) | Test: [45][137/198] Time 0.754 Data 0.001 top1 10.156 ( 12.751) top5 3.125 ( 2.560) | Test: [45][138/198] Time 0.721 Data 0.001 top1 13.281 ( 12.755) top5 2.344 ( 2.559) | Test: [45][139/198] Time 0.718 Data 0.001 top1 11.719 ( 12.747) top5 0.781 ( 2.546) | Test: [45][140/198] Time 0.722 Data 0.000 top1 8.594 ( 12.718) top5 0.781 ( 2.533) | Test: [45][141/198] Time 0.721 Data 0.000 top1 13.281 ( 12.722) top5 2.344 ( 2.532) | Test: [45][142/198] Time 0.714 Data 0.001 top1 10.156 ( 12.704) top5 0.000 ( 2.514) | Test: [45][143/198] Time 0.714 Data 0.000 top1 14.062 ( 12.713) top5 1.562 ( 2.508) | Test: [45][144/198] Time 0.715 Data 0.000 top1 10.938 ( 12.701) top5 3.125 ( 2.512) | Test: [45][145/198] Time 0.721 Data 0.001 top1 12.500 ( 12.699) top5 0.781 ( 2.500) | Test: [45][146/198] Time 0.719 Data 0.001 top1 9.375 ( 12.677) top5 1.562 ( 2.494) | Test: [45][147/198] Time 0.713 Data 0.001 top1 10.938 ( 12.665) top5 2.344 ( 2.493) | Test: [45][148/198] Time 0.726 Data 0.001 top1 10.938 ( 12.653) top5 0.781 ( 2.481) | Test: [45][149/198] Time 0.714 Data 0.001 top1 12.500 ( 12.652) top5 1.562 ( 2.475) | Test: [45][150/198] Time 0.724 Data 0.001 top1 13.281 ( 12.656) top5 4.688 ( 2.490) | Test: [45][151/198] Time 0.717 Data 0.001 top1 14.844 ( 12.671) top5 2.344 ( 2.489) | Test: [45][152/198] Time 0.719 Data 0.000 top1 8.594 ( 12.644) top5 1.562 ( 2.483) | Test: [45][153/198] Time 0.718 Data 0.001 top1 15.625 ( 12.663) top5 2.344 ( 2.482) | Test: [45][154/198] Time 0.754 Data 0.000 top1 14.062 ( 12.672) top5 3.906 ( 2.491) | Test: [45][155/198] Time 0.732 Data 0.001 top1 10.156 ( 12.656) top5 0.781 ( 2.480) | Test: [45][156/198] Time 0.720 Data 0.001 top1 12.500 ( 12.655) top5 4.688 ( 2.494) | Test: [45][157/198] Time 0.734 Data 0.001 top1 12.500 ( 12.654) top5 2.344 ( 2.493) | Test: [45][158/198] Time 0.780 Data 0.001 top1 14.062 ( 12.663) top5 1.562 ( 2.487) | Test: [45][159/198] Time 0.728 Data 0.001 top1 14.844 ( 12.677) top5 3.125 ( 2.491) | Test: [45][160/198] Time 0.748 Data 0.002 top1 7.812 ( 12.646) top5 0.000 ( 2.476) | Test: [45][161/198] Time 0.736 Data 0.001 top1 11.719 ( 12.641) top5 1.562 ( 2.470) | Test: [45][162/198] Time 0.718 Data 0.001 top1 13.281 ( 12.645) top5 2.344 ( 2.469) | Test: [45][163/198] Time 0.813 Data 0.001 top1 17.969 ( 12.677) top5 4.688 ( 2.483) | Test: [45][164/198] Time 0.804 Data 0.003 top1 10.156 ( 12.662) top5 2.344 ( 2.482) | Test: [45][165/198] Time 0.752 Data 0.001 top1 10.156 ( 12.647) top5 2.344 ( 2.481) | Test: [45][166/198] Time 0.749 Data 0.001 top1 11.719 ( 12.641) top5 0.781 ( 2.471) | Test: [45][167/198] Time 0.738 Data 0.001 top1 12.500 ( 12.640) top5 2.344 ( 2.470) | Test: [45][168/198] Time 0.732 Data 0.001 top1 10.156 ( 12.626) top5 2.344 ( 2.469) | Test: [45][169/198] Time 0.728 Data 0.000 top1 7.812 ( 12.597) top5 0.781 ( 2.459) | Test: [45][170/198] Time 0.735 Data 0.000 top1 9.375 ( 12.578) top5 4.688 ( 2.472) | Test: [45][171/198] Time 0.728 Data 0.001 top1 16.406 ( 12.601) top5 0.781 ( 2.463) | Test: [45][172/198] Time 0.723 Data 0.001 top1 15.625 ( 12.618) top5 2.344 ( 2.462) | Test: [45][173/198] Time 0.736 Data 0.001 top1 12.500 ( 12.617) top5 5.469 ( 2.479) | Test: [45][174/198] Time 0.733 Data 0.001 top1 8.594 ( 12.594) top5 3.125 ( 2.483) | Test: [45][175/198] Time 0.733 Data 0.000 top1 12.500 ( 12.594) top5 2.344 ( 2.482) | Test: [45][176/198] Time 0.736 Data 0.000 top1 11.719 ( 12.589) top5 2.344 ( 2.481) | Test: [45][177/198] Time 0.732 Data 0.000 top1 15.625 ( 12.606) top5 1.562 ( 2.476) | Test: [45][178/198] Time 0.720 Data 0.000 top1 14.062 ( 12.614) top5 1.562 ( 2.471) | Test: [45][179/198] Time 0.719 Data 0.000 top1 9.375 ( 12.596) top5 3.906 ( 2.479) | Test: [45][180/198] Time 0.729 Data 0.001 top1 11.719 ( 12.591) top5 2.344 ( 2.478) | Test: [45][181/198] Time 0.737 Data 0.000 top1 11.719 ( 12.586) top5 3.125 ( 2.482) | Test: [45][182/198] Time 0.737 Data 0.001 top1 11.719 ( 12.582) top5 1.562 ( 2.477) | Test: [45][183/198] Time 0.726 Data 0.001 top1 13.281 ( 12.585) top5 3.125 ( 2.480) | Test: [45][184/198] Time 0.719 Data 0.001 top1 14.062 ( 12.593) top5 2.344 ( 2.480) | Test: [45][185/198] Time 0.721 Data 0.001 top1 13.281 ( 12.597) top5 3.906 ( 2.487) | Test: [45][186/198] Time 0.730 Data 0.001 top1 12.500 ( 12.597) top5 3.906 ( 2.495) | Test: [45][187/198] Time 0.721 Data 0.000 top1 10.938 ( 12.588) top5 0.781 ( 2.486) | Test: [45][188/198] Time 0.717 Data 0.000 top1 10.156 ( 12.575) top5 2.344 ( 2.485) | Test: [45][189/198] Time 0.715 Data 0.000 top1 10.938 ( 12.566) top5 3.906 ( 2.493) | Test: [45][190/198] Time 0.737 Data 0.000 top1 13.281 ( 12.570) top5 1.562 ( 2.488) | Test: [45][191/198] Time 0.732 Data 0.000 top1 13.281 ( 12.574) top5 3.906 ( 2.495) | Test: [45][192/198] Time 0.723 Data 0.000 top1 11.719 ( 12.569) top5 2.344 ( 2.494) | Test: [45][193/198] Time 0.731 Data 0.001 top1 10.938 ( 12.561) top5 3.125 ( 2.498) | Test: [45][194/198] Time 0.714 Data 0.000 top1 12.500 ( 12.560) top5 3.906 ( 2.505) | Test: [45][195/198] Time 0.716 Data 0.000 top1 14.062 ( 12.568) top5 3.125 ( 2.508) | Test: [45][196/198] Time 0.717 Data 0.000 top1 12.500 ( 12.568) top5 0.781 ( 2.499) | Test: [45][197/198] Time 0.256 Data 0.000 top1 14.706 ( 12.579) top5 0.000 ( 2.487) | Test: [45][198/198] Time 0.708 Data 0.000 top1 10.938 ( 12.570) top5 3.125 ( 2.490) * Finished epoch # 45 top1: 12.570 top5: 2.490 Epoch 46 => Training epoch # 46 | Epoch: [46][1/553] Time 5.199 Data 2.636 Err 0.3326 top1 10.156 top5 2.344 | Epoch: [46][2/553] Time 2.439 Data 0.001 Err 0.3212 top1 8.594 top5 3.125 | Epoch: [46][3/553] Time 2.462 Data 0.001 Err 0.2478 top1 3.906 top5 2.344 | Epoch: [46][4/553] Time 2.467 Data 0.001 Err 0.2034 top1 3.906 top5 1.562 | Epoch: [46][5/553] Time 2.437 Data 0.001 Err 0.2084 top1 5.469 top5 0.000 | Epoch: [46][6/553] Time 2.437 Data 0.001 Err 0.2705 top1 7.031 top5 3.125 | Epoch: [46][7/553] Time 2.426 Data 0.001 Err 0.2145 top1 4.688 top5 0.781 | Epoch: [46][8/553] Time 2.474 Data 0.001 Err 0.3840 top1 10.938 top5 1.562 | Epoch: [46][9/553] Time 2.448 Data 0.001 Err 0.2510 top1 7.031 top5 2.344 | Epoch: [46][10/553] Time 2.455 Data 0.003 Err 0.3726 top1 9.375 top5 2.344 | Epoch: [46][11/553] Time 2.482 Data 0.001 Err 0.2485 top1 8.594 top5 2.344 | Epoch: [46][12/553] Time 2.438 Data 0.001 Err 0.2889 top1 9.375 top5 1.562 | Epoch: [46][13/553] Time 2.441 Data 0.001 Err 0.2134 top1 4.688 top5 2.344 | Epoch: [46][14/553] Time 2.469 Data 0.001 Err 0.3855 top1 9.375 top5 3.906 | Epoch: [46][15/553] Time 2.490 Data 0.001 Err 0.2783 top1 4.688 top5 0.781 | Epoch: [46][16/553] Time 2.465 Data 0.001 Err 0.3898 top1 12.500 top5 3.125 | Epoch: [46][17/553] Time 2.474 Data 0.001 Err 0.2115 top1 3.906 top5 1.562 | Epoch: [46][18/553] Time 2.475 Data 0.001 Err 0.2342 top1 4.688 top5 2.344 | Epoch: [46][19/553] Time 2.464 Data 0.000 Err 0.4358 top1 11.719 top5 4.688 | Epoch: [46][20/553] Time 2.481 Data 0.000 Err 0.1635 top1 3.906 top5 0.781 | Epoch: [46][21/553] Time 2.429 Data 0.001 Err 0.4030 top1 10.938 top5 1.562 | Epoch: [46][22/553] Time 2.457 Data 0.001 Err 0.3118 top1 7.812 top5 1.562 | Epoch: [46][23/553] Time 2.477 Data 0.000 Err 0.2179 top1 5.469 top5 1.562 | Epoch: [46][24/553] Time 2.446 Data 0.001 Err 0.2304 top1 7.031 top5 0.781 | Epoch: [46][25/553] Time 2.447 Data 0.001 Err 0.3160 top1 7.812 top5 3.906 | Epoch: [46][26/553] Time 2.466 Data 0.001 Err 0.2711 top1 7.031 top5 1.562 | Epoch: [46][27/553] Time 2.488 Data 0.001 Err 0.2955 top1 7.812 top5 0.781 | Epoch: [46][28/553] Time 2.467 Data 0.001 Err 0.3416 top1 8.594 top5 3.906 | Epoch: [46][29/553] Time 2.444 Data 0.000 Err 0.3207 top1 7.812 top5 2.344 | Epoch: [46][30/553] Time 2.443 Data 0.001 Err 0.2478 top1 6.250 top5 2.344 | Epoch: [46][31/553] Time 2.480 Data 0.001 Err 0.3009 top1 7.812 top5 1.562 | Epoch: [46][32/553] Time 2.447 Data 0.001 Err 0.4875 top1 14.844 top5 3.125 | Epoch: [46][33/553] Time 2.497 Data 0.001 Err 0.3426 top1 9.375 top5 1.562 | Epoch: [46][34/553] Time 2.450 Data 0.001 Err 0.3003 top1 10.156 top5 1.562 | Epoch: [46][35/553] Time 2.466 Data 0.001 Err 0.2807 top1 8.594 top5 2.344 | Epoch: [46][36/553] Time 2.470 Data 0.001 Err 0.3139 top1 8.594 top5 3.125 | Epoch: [46][37/553] Time 2.442 Data 0.001 Err 0.1429 top1 3.125 top5 0.781 | Epoch: [46][38/553] Time 2.447 Data 0.001 Err 0.3274 top1 8.594 top5 4.688 | Epoch: [46][39/553] Time 2.528 Data 0.001 Err 0.3450 top1 10.156 top5 2.344 | Epoch: [46][40/553] Time 2.442 Data 0.001 Err 0.2180 top1 7.031 top5 0.781 | Epoch: [46][41/553] Time 2.493 Data 0.001 Err 0.2084 top1 5.469 top5 0.781 | Epoch: [46][42/553] Time 2.451 Data 0.001 Err 0.5875 top1 13.281 top5 6.250 | Epoch: [46][43/553] Time 2.476 Data 0.001 Err 0.3656 top1 9.375 top5 3.906 | Epoch: [46][44/553] Time 2.475 Data 0.001 Err 0.3672 top1 7.812 top5 3.906 | Epoch: [46][45/553] Time 2.450 Data 0.001 Err 0.2983 top1 7.812 top5 2.344 | Epoch: [46][46/553] Time 2.463 Data 0.001 Err 0.2522 top1 6.250 top5 1.562 | Epoch: [46][47/553] Time 2.476 Data 0.001 Err 0.3530 top1 7.812 top5 2.344 | Epoch: [46][48/553] Time 2.434 Data 0.001 Err 0.2859 top1 7.031 top5 0.000 | Epoch: [46][49/553] Time 2.483 Data 0.001 Err 0.2721 top1 7.031 top5 1.562 | Epoch: [46][50/553] Time 2.450 Data 0.000 Err 0.4202 top1 8.594 top5 4.688 | Epoch: [46][51/553] Time 2.524 Data 0.001 Err 0.3449 top1 10.156 top5 3.125 | Epoch: [46][52/553] Time 2.462 Data 0.001 Err 0.4838 top1 10.156 top5 4.688 | Epoch: [46][53/553] Time 2.454 Data 0.001 Err 0.3411 top1 7.812 top5 3.906 | Epoch: [46][54/553] Time 2.467 Data 0.001 Err 0.3080 top1 5.469 top5 2.344 | Epoch: [46][55/553] Time 2.472 Data 0.001 Err 0.2400 top1 7.031 top5 1.562 | Epoch: [46][56/553] Time 2.442 Data 0.001 Err 0.2734 top1 9.375 top5 1.562 | Epoch: [46][57/553] Time 2.479 Data 0.001 Err 0.2832 top1 7.031 top5 2.344 | Epoch: [46][58/553] Time 2.490 Data 0.001 Err 0.4634 top1 12.500 top5 3.906 | Epoch: [46][59/553] Time 2.479 Data 0.001 Err 0.3023 top1 7.812 top5 1.562 | Epoch: [46][60/553] Time 2.447 Data 0.001 Err 0.3622 top1 7.812 top5 2.344 | Epoch: [46][61/553] Time 2.452 Data 0.001 Err 0.3174 top1 11.719 top5 1.562 | Epoch: [46][62/553] Time 2.445 Data 0.001 Err 0.3218 top1 7.031 top5 3.125 | Epoch: [46][63/553] Time 2.484 Data 0.001 Err 0.3136 top1 8.594 top5 1.562 | Epoch: [46][64/553] Time 2.452 Data 0.001 Err 0.2556 top1 6.250 top5 1.562 | Epoch: [46][65/553] Time 2.479 Data 0.001 Err 0.2825 top1 7.812 top5 1.562 | Epoch: [46][66/553] Time 2.445 Data 0.001 Err 0.2691 top1 5.469 top5 0.781 | Epoch: [46][67/553] Time 2.464 Data 0.005 Err 0.2182 top1 4.688 top5 1.562 | Epoch: [46][68/553] Time 2.450 Data 0.001 Err 0.3569 top1 9.375 top5 2.344 | Epoch: [46][69/553] Time 2.448 Data 0.001 Err 0.3990 top1 9.375 top5 1.562 | Epoch: [46][70/553] Time 2.485 Data 0.001 Err 0.2325 top1 4.688 top5 2.344 | Epoch: [46][71/553] Time 2.465 Data 0.001 Err 0.2393 top1 7.031 top5 0.000 | Epoch: [46][72/553] Time 2.542 Data 0.000 Err 0.2870 top1 10.156 top5 0.781 | Epoch: [46][73/553] Time 2.442 Data 0.001 Err 0.3123 top1 8.594 top5 3.125 | Epoch: [46][74/553] Time 2.440 Data 0.001 Err 0.3406 top1 10.156 top5 3.125 | Epoch: [46][75/553] Time 2.445 Data 0.001 Err 0.3734 top1 8.594 top5 3.906 | Epoch: [46][76/553] Time 2.439 Data 0.001 Err 0.2465 top1 7.812 top5 0.781 | Epoch: [46][77/553] Time 2.457 Data 0.001 Err 0.2915 top1 7.812 top5 2.344 | Epoch: [46][78/553] Time 2.442 Data 0.001 Err 0.2959 top1 7.031 top5 2.344 | Epoch: [46][79/553] Time 2.443 Data 0.001 Err 0.3850 top1 12.500 top5 2.344 | Epoch: [46][80/553] Time 2.491 Data 0.001 Err 0.2967 top1 9.375 top5 0.781 | Epoch: [46][81/553] Time 2.446 Data 0.001 Err 0.2716 top1 6.250 top5 2.344 | Epoch: [46][82/553] Time 2.448 Data 0.001 Err 0.2470 top1 7.031 top5 3.125 | Epoch: [46][83/553] Time 2.449 Data 0.001 Err 0.3614 top1 9.375 top5 1.562 | Epoch: [46][84/553] Time 2.488 Data 0.001 Err 0.2894 top1 10.156 top5 1.562 | Epoch: [46][85/553] Time 2.475 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [46][86/553] Time 2.486 Data 0.001 Err 0.3577 top1 9.375 top5 4.688 | Epoch: [46][87/553] Time 2.444 Data 0.001 Err 0.2787 top1 8.594 top5 1.562 | Epoch: [46][88/553] Time 2.481 Data 0.001 Err 0.3237 top1 7.812 top5 3.125 | Epoch: [46][89/553] Time 2.449 Data 0.001 Err 0.2875 top1 7.031 top5 1.562 | Epoch: [46][90/553] Time 2.461 Data 0.002 Err 0.2467 top1 5.469 top5 2.344 | Epoch: [46][91/553] Time 2.490 Data 0.000 Err 0.3725 top1 10.938 top5 1.562 | Epoch: [46][92/553] Time 2.436 Data 0.001 Err 0.3579 top1 10.156 top5 3.125 | Epoch: [46][93/553] Time 2.444 Data 0.001 Err 0.2799 top1 6.250 top5 3.125 | Epoch: [46][94/553] Time 2.453 Data 0.001 Err 0.2302 top1 7.031 top5 1.562 | Epoch: [46][95/553] Time 2.443 Data 0.001 Err 0.2795 top1 7.031 top5 3.125 | Epoch: [46][96/553] Time 2.458 Data 0.001 Err 0.5320 top1 14.062 top5 6.250 | Epoch: [46][97/553] Time 2.494 Data 0.001 Err 0.3702 top1 10.156 top5 3.906 | Epoch: [46][98/553] Time 2.479 Data 0.001 Err 0.1884 top1 3.906 top5 0.781 | Epoch: [46][99/553] Time 2.507 Data 0.001 Err 0.2698 top1 4.688 top5 1.562 | Epoch: [46][100/553] Time 2.443 Data 0.001 Err 0.1846 top1 3.906 top5 2.344 | Epoch: [46][101/553] Time 2.439 Data 0.001 Err 0.2591 top1 5.469 top5 2.344 | Epoch: [46][102/553] Time 2.485 Data 0.001 Err 0.4430 top1 11.719 top5 4.688 | Epoch: [46][103/553] Time 2.450 Data 0.001 Err 0.3435 top1 9.375 top5 3.906 | Epoch: [46][104/553] Time 2.439 Data 0.001 Err 0.2395 top1 7.031 top5 1.562 | Epoch: [46][105/553] Time 2.479 Data 0.001 Err 0.3022 top1 6.250 top5 3.125 | Epoch: [46][106/553] Time 2.449 Data 0.001 Err 0.2278 top1 4.688 top5 0.781 | Epoch: [46][107/553] Time 2.456 Data 0.001 Err 0.4049 top1 10.938 top5 1.562 | Epoch: [46][108/553] Time 2.487 Data 0.001 Err 0.2968 top1 7.031 top5 3.125 | Epoch: [46][109/553] Time 2.449 Data 0.001 Err 0.3345 top1 10.938 top5 3.906 | Epoch: [46][110/553] Time 2.461 Data 0.000 Err 0.3732 top1 9.375 top5 3.906 | Epoch: [46][111/553] Time 2.447 Data 0.001 Err 0.2746 top1 6.250 top5 3.906 | Epoch: [46][112/553] Time 2.434 Data 0.001 Err 0.3496 top1 8.594 top5 2.344 | Epoch: [46][113/553] Time 2.442 Data 0.001 Err 0.4587 top1 11.719 top5 3.125 | Epoch: [46][114/553] Time 2.444 Data 0.001 Err 0.1642 top1 3.125 top5 0.781 | Epoch: [46][115/553] Time 2.454 Data 0.001 Err 0.2967 top1 8.594 top5 2.344 | Epoch: [46][116/553] Time 2.454 Data 0.001 Err 0.2225 top1 5.469 top5 3.125 | Epoch: [46][117/553] Time 2.487 Data 0.001 Err 0.2475 top1 7.031 top5 0.781 | Epoch: [46][118/553] Time 2.451 Data 0.001 Err 0.3199 top1 9.375 top5 2.344 | Epoch: [46][119/553] Time 2.475 Data 0.001 Err 0.3312 top1 7.031 top5 1.562 | Epoch: [46][120/553] Time 2.463 Data 0.001 Err 0.4661 top1 10.938 top5 6.250 | Epoch: [46][121/553] Time 2.478 Data 0.001 Err 0.3087 top1 7.812 top5 2.344 | Epoch: [46][122/553] Time 2.485 Data 0.001 Err 0.4198 top1 8.594 top5 4.688 | Epoch: [46][123/553] Time 2.434 Data 0.001 Err 0.4055 top1 13.281 top5 2.344 | Epoch: [46][124/553] Time 2.484 Data 0.004 Err 0.2237 top1 5.469 top5 0.781 | Epoch: [46][125/553] Time 2.443 Data 0.001 Err 0.2505 top1 7.812 top5 1.562 | Epoch: [46][126/553] Time 2.453 Data 0.001 Err 0.3845 top1 10.156 top5 3.125 | Epoch: [46][127/553] Time 2.486 Data 0.000 Err 0.2235 top1 4.688 top5 0.781 | Epoch: [46][128/553] Time 2.442 Data 0.001 Err 0.2808 top1 7.812 top5 2.344 | Epoch: [46][129/553] Time 2.491 Data 0.001 Err 0.3460 top1 8.594 top5 3.125 | Epoch: [46][130/553] Time 2.455 Data 0.001 Err 0.4268 top1 11.719 top5 3.125 | Epoch: [46][131/553] Time 2.436 Data 0.000 Err 0.3105 top1 7.031 top5 3.125 | Epoch: [46][132/553] Time 2.453 Data 0.001 Err 0.3953 top1 10.938 top5 4.688 | Epoch: [46][133/553] Time 2.470 Data 0.001 Err 0.1925 top1 4.688 top5 0.000 | Epoch: [46][134/553] Time 2.479 Data 0.001 Err 0.1823 top1 4.688 top5 0.781 | Epoch: [46][135/553] Time 2.450 Data 0.001 Err 0.2203 top1 4.688 top5 2.344 | Epoch: [46][136/553] Time 2.523 Data 0.001 Err 0.4037 top1 11.719 top5 2.344 | Epoch: [46][137/553] Time 2.487 Data 0.000 Err 0.1884 top1 6.250 top5 0.000 | Epoch: [46][138/553] Time 2.478 Data 0.001 Err 0.3121 top1 6.250 top5 3.906 | Epoch: [46][139/553] Time 2.493 Data 0.001 Err 0.2142 top1 6.250 top5 1.562 | Epoch: [46][140/553] Time 2.437 Data 0.001 Err 0.3718 top1 10.156 top5 3.906 | Epoch: [46][141/553] Time 2.474 Data 0.001 Err 0.3035 top1 4.688 top5 2.344 | Epoch: [46][142/553] Time 2.516 Data 0.001 Err 0.3529 top1 12.500 top5 2.344 | Epoch: [46][143/553] Time 2.483 Data 0.004 Err 0.3539 top1 7.031 top5 2.344 | Epoch: [46][144/553] Time 2.508 Data 0.001 Err 0.2208 top1 5.469 top5 0.000 | Epoch: [46][145/553] Time 2.441 Data 0.001 Err 0.2073 top1 3.906 top5 1.562 | Epoch: [46][146/553] Time 2.446 Data 0.001 Err 0.2422 top1 5.469 top5 1.562 | Epoch: [46][147/553] Time 2.472 Data 0.001 Err 0.4043 top1 10.938 top5 3.125 | Epoch: [46][148/553] Time 2.464 Data 0.001 Err 0.2933 top1 7.812 top5 2.344 | Epoch: [46][149/553] Time 2.446 Data 0.001 Err 0.2121 top1 4.688 top5 1.562 | Epoch: [46][150/553] Time 2.457 Data 0.001 Err 0.3350 top1 7.812 top5 3.906 | Epoch: [46][151/553] Time 2.494 Data 0.001 Err 0.2343 top1 5.469 top5 1.562 | Epoch: [46][152/553] Time 2.466 Data 0.001 Err 0.2629 top1 7.031 top5 2.344 | Epoch: [46][153/553] Time 2.512 Data 0.001 Err 0.3777 top1 10.938 top5 2.344 | Epoch: [46][154/553] Time 2.444 Data 0.001 Err 0.4623 top1 13.281 top5 3.125 | Epoch: [46][155/553] Time 2.483 Data 0.001 Err 0.2378 top1 8.594 top5 0.000 | Epoch: [46][156/553] Time 2.452 Data 0.001 Err 0.2353 top1 5.469 top5 1.562 | Epoch: [46][157/553] Time 2.446 Data 0.001 Err 0.2781 top1 8.594 top5 2.344 | Epoch: [46][158/553] Time 2.448 Data 0.001 Err 0.3180 top1 7.812 top5 2.344 | Epoch: [46][159/553] Time 2.476 Data 0.001 Err 0.3890 top1 10.156 top5 3.906 | Epoch: [46][160/553] Time 2.512 Data 0.001 Err 0.2056 top1 8.594 top5 0.781 | Epoch: [46][161/553] Time 2.458 Data 0.001 Err 0.3419 top1 10.156 top5 2.344 | Epoch: [46][162/553] Time 2.478 Data 0.005 Err 0.2816 top1 6.250 top5 1.562 | Epoch: [46][163/553] Time 2.529 Data 0.000 Err 0.3054 top1 7.812 top5 1.562 | Epoch: [46][164/553] Time 2.441 Data 0.001 Err 0.2539 top1 6.250 top5 2.344 | Epoch: [46][165/553] Time 2.445 Data 0.001 Err 0.4192 top1 8.594 top5 5.469 | Epoch: [46][166/553] Time 2.487 Data 0.001 Err 0.1808 top1 5.469 top5 0.000 | Epoch: [46][167/553] Time 2.474 Data 0.001 Err 0.2957 top1 5.469 top5 3.125 | Epoch: [46][168/553] Time 2.445 Data 0.001 Err 0.2488 top1 4.688 top5 2.344 | Epoch: [46][169/553] Time 2.495 Data 0.001 Err 0.3306 top1 8.594 top5 1.562 | Epoch: [46][170/553] Time 2.481 Data 0.001 Err 0.2562 top1 9.375 top5 0.000 | Epoch: [46][171/553] Time 2.511 Data 0.001 Err 0.4085 top1 11.719 top5 1.562 | Epoch: [46][172/553] Time 2.518 Data 0.001 Err 0.4545 top1 12.500 top5 4.688 | Epoch: [46][173/553] Time 2.436 Data 0.001 Err 0.3875 top1 10.156 top5 3.906 | Epoch: [46][174/553] Time 2.447 Data 0.001 Err 0.5143 top1 13.281 top5 3.125 | Epoch: [46][175/553] Time 2.474 Data 0.001 Err 0.3432 top1 12.500 top5 2.344 | Epoch: [46][176/553] Time 2.449 Data 0.000 Err 0.2494 top1 7.812 top5 1.562 | Epoch: [46][177/553] Time 2.446 Data 0.001 Err 0.3179 top1 7.031 top5 2.344 | Epoch: [46][178/553] Time 2.442 Data 0.001 Err 0.2252 top1 5.469 top5 0.000 | Epoch: [46][179/553] Time 2.533 Data 0.001 Err 0.3302 top1 7.812 top5 2.344 | Epoch: [46][180/553] Time 2.489 Data 0.001 Err 0.3256 top1 8.594 top5 3.125 | Epoch: [46][181/553] Time 2.481 Data 0.004 Err 0.3441 top1 7.031 top5 3.906 | Epoch: [46][182/553] Time 2.485 Data 0.001 Err 0.1908 top1 5.469 top5 2.344 | Epoch: [46][183/553] Time 2.482 Data 0.001 Err 0.4808 top1 12.500 top5 3.125 | Epoch: [46][184/553] Time 2.447 Data 0.001 Err 0.4092 top1 9.375 top5 3.906 | Epoch: [46][185/553] Time 2.437 Data 0.001 Err 0.3305 top1 7.812 top5 3.125 | Epoch: [46][186/553] Time 2.481 Data 0.001 Err 0.3142 top1 7.031 top5 3.906 | Epoch: [46][187/553] Time 2.471 Data 0.001 Err 0.2421 top1 5.469 top5 0.781 | Epoch: [46][188/553] Time 2.450 Data 0.001 Err 0.2212 top1 6.250 top5 0.000 | Epoch: [46][189/553] Time 2.442 Data 0.001 Err 0.3288 top1 7.812 top5 3.125 | Epoch: [46][190/553] Time 2.482 Data 0.001 Err 0.2746 top1 6.250 top5 2.344 | Epoch: [46][191/553] Time 2.441 Data 0.001 Err 0.4087 top1 8.594 top5 3.125 | Epoch: [46][192/553] Time 2.449 Data 0.001 Err 0.2889 top1 8.594 top5 1.562 | Epoch: [46][193/553] Time 2.490 Data 0.001 Err 0.3151 top1 7.031 top5 1.562 | Epoch: [46][194/553] Time 2.440 Data 0.001 Err 0.3019 top1 10.156 top5 3.125 | Epoch: [46][195/553] Time 2.473 Data 0.001 Err 0.3501 top1 7.812 top5 3.125 | Epoch: [46][196/553] Time 2.432 Data 0.001 Err 0.3661 top1 10.156 top5 3.125 | Epoch: [46][197/553] Time 2.491 Data 0.001 Err 0.3477 top1 8.594 top5 3.125 | Epoch: [46][198/553] Time 2.486 Data 0.001 Err 0.3399 top1 8.594 top5 2.344 | Epoch: [46][199/553] Time 2.442 Data 0.001 Err 0.3027 top1 7.031 top5 1.562 | Epoch: [46][200/553] Time 2.443 Data 0.005 Err 0.4120 top1 9.375 top5 4.688 | Epoch: [46][201/553] Time 2.454 Data 0.001 Err 0.2925 top1 7.812 top5 2.344 | Epoch: [46][202/553] Time 2.444 Data 0.001 Err 0.3411 top1 8.594 top5 3.906 | Epoch: [46][203/553] Time 2.451 Data 0.001 Err 0.3689 top1 8.594 top5 2.344 | Epoch: [46][204/553] Time 2.444 Data 0.001 Err 0.2882 top1 5.469 top5 2.344 | Epoch: [46][205/553] Time 2.484 Data 0.001 Err 0.2751 top1 8.594 top5 1.562 | Epoch: [46][206/553] Time 2.478 Data 0.001 Err 0.2853 top1 7.812 top5 2.344 | Epoch: [46][207/553] Time 2.453 Data 0.001 Err 0.3766 top1 9.375 top5 3.125 | Epoch: [46][208/553] Time 2.487 Data 0.001 Err 0.3946 top1 7.812 top5 4.688 | Epoch: [46][209/553] Time 2.471 Data 0.001 Err 0.2667 top1 7.031 top5 0.781 | Epoch: [46][210/553] Time 2.448 Data 0.001 Err 0.2584 top1 10.156 top5 0.781 | Epoch: [46][211/553] Time 2.446 Data 0.001 Err 0.4289 top1 8.594 top5 3.125 | Epoch: [46][212/553] Time 2.450 Data 0.001 Err 0.4327 top1 11.719 top5 4.688 | Epoch: [46][213/553] Time 2.449 Data 0.001 Err 0.2604 top1 6.250 top5 2.344 | Epoch: [46][214/553] Time 2.483 Data 0.001 Err 0.2202 top1 3.906 top5 1.562 | Epoch: [46][215/553] Time 2.478 Data 0.001 Err 0.2426 top1 7.031 top5 2.344 | Epoch: [46][216/553] Time 2.457 Data 0.001 Err 0.1992 top1 3.906 top5 0.781 | Epoch: [46][217/553] Time 2.508 Data 0.001 Err 0.3067 top1 9.375 top5 3.125 | Epoch: [46][218/553] Time 2.467 Data 0.001 Err 0.3611 top1 8.594 top5 3.906 | Epoch: [46][219/553] Time 2.515 Data 0.005 Err 0.2462 top1 6.250 top5 2.344 | Epoch: [46][220/553] Time 2.465 Data 0.001 Err 0.2521 top1 8.594 top5 1.562 | Epoch: [46][221/553] Time 2.447 Data 0.001 Err 0.3811 top1 11.719 top5 2.344 | Epoch: [46][222/553] Time 2.484 Data 0.001 Err 0.3099 top1 5.469 top5 2.344 | Epoch: [46][223/553] Time 2.482 Data 0.000 Err 0.3330 top1 9.375 top5 2.344 | Epoch: [46][224/553] Time 2.452 Data 0.001 Err 0.2379 top1 6.250 top5 2.344 | Epoch: [46][225/553] Time 2.441 Data 0.001 Err 0.3030 top1 9.375 top5 2.344 | Epoch: [46][226/553] Time 2.463 Data 0.001 Err 0.3518 top1 9.375 top5 3.906 | Epoch: [46][227/553] Time 2.502 Data 0.001 Err 0.2599 top1 8.594 top5 1.562 | Epoch: [46][228/553] Time 2.463 Data 0.001 Err 0.2980 top1 6.250 top5 1.562 | Epoch: [46][229/553] Time 2.478 Data 0.001 Err 0.3274 top1 7.031 top5 0.781 | Epoch: [46][230/553] Time 2.485 Data 0.001 Err 0.2823 top1 6.250 top5 1.562 | Epoch: [46][231/553] Time 2.436 Data 0.001 Err 0.3295 top1 7.812 top5 3.125 | Epoch: [46][232/553] Time 2.456 Data 0.001 Err 0.4457 top1 12.500 top5 3.906 | Epoch: [46][233/553] Time 2.454 Data 0.000 Err 0.1984 top1 4.688 top5 1.562 | Epoch: [46][234/553] Time 2.451 Data 0.001 Err 0.1521 top1 3.125 top5 0.781 | Epoch: [46][235/553] Time 2.477 Data 0.001 Err 0.2644 top1 7.031 top5 2.344 | Epoch: [46][236/553] Time 2.445 Data 0.001 Err 0.2009 top1 5.469 top5 1.562 | Epoch: [46][237/553] Time 2.465 Data 0.001 Err 0.3008 top1 7.812 top5 0.781 | Epoch: [46][238/553] Time 2.452 Data 0.005 Err 0.2553 top1 5.469 top5 2.344 | Epoch: [46][239/553] Time 2.486 Data 0.001 Err 0.2857 top1 7.812 top5 1.562 | Epoch: [46][240/553] Time 2.459 Data 0.001 Err 0.5330 top1 11.719 top5 3.906 | Epoch: [46][241/553] Time 2.451 Data 0.001 Err 0.2848 top1 7.031 top5 3.125 | Epoch: [46][242/553] Time 2.466 Data 0.000 Err 0.2809 top1 7.812 top5 0.781 | Epoch: [46][243/553] Time 2.505 Data 0.000 Err 0.2696 top1 6.250 top5 1.562 | Epoch: [46][244/553] Time 2.453 Data 0.001 Err 0.2912 top1 7.812 top5 2.344 | Epoch: [46][245/553] Time 2.461 Data 0.001 Err 0.3522 top1 7.812 top5 4.688 | Epoch: [46][246/553] Time 2.455 Data 0.001 Err 0.2398 top1 4.688 top5 1.562 | Epoch: [46][247/553] Time 2.469 Data 0.001 Err 0.4882 top1 13.281 top5 6.250 | Epoch: [46][248/553] Time 2.490 Data 0.001 Err 0.2830 top1 8.594 top5 0.781 | Epoch: [46][249/553] Time 2.486 Data 0.001 Err 0.2581 top1 7.031 top5 0.781 | Epoch: [46][250/553] Time 2.475 Data 0.001 Err 0.2236 top1 7.031 top5 1.562 | Epoch: [46][251/553] Time 2.520 Data 0.001 Err 0.1750 top1 4.688 top5 0.781 | Epoch: [46][252/553] Time 2.464 Data 0.001 Err 0.2906 top1 7.031 top5 2.344 | Epoch: [46][253/553] Time 2.443 Data 0.001 Err 0.1967 top1 6.250 top5 0.781 | Epoch: [46][254/553] Time 2.468 Data 0.001 Err 0.2554 top1 7.031 top5 0.781 | Epoch: [46][255/553] Time 2.489 Data 0.001 Err 0.2593 top1 6.250 top5 1.562 | Epoch: [46][256/553] Time 2.467 Data 0.001 Err 0.3285 top1 10.938 top5 0.781 | Epoch: [46][257/553] Time 2.475 Data 0.003 Err 0.3664 top1 10.938 top5 3.125 | Epoch: [46][258/553] Time 2.447 Data 0.001 Err 0.2786 top1 6.250 top5 3.125 | Epoch: [46][259/553] Time 2.508 Data 0.001 Err 0.2172 top1 5.469 top5 0.781 | Epoch: [46][260/553] Time 2.493 Data 0.001 Err 0.3052 top1 8.594 top5 2.344 | Epoch: [46][261/553] Time 2.512 Data 0.001 Err 0.3671 top1 8.594 top5 3.906 | Epoch: [46][262/553] Time 2.484 Data 0.001 Err 0.2738 top1 7.812 top5 1.562 | Epoch: [46][263/553] Time 2.444 Data 0.001 Err 0.2067 top1 3.125 top5 1.562 | Epoch: [46][264/553] Time 2.481 Data 0.001 Err 0.3256 top1 7.031 top5 3.125 | Epoch: [46][265/553] Time 2.444 Data 0.001 Err 0.2346 top1 7.031 top5 0.781 | Epoch: [46][266/553] Time 2.482 Data 0.001 Err 0.3796 top1 11.719 top5 2.344 | Epoch: [46][267/553] Time 2.454 Data 0.001 Err 0.3399 top1 8.594 top5 3.125 | Epoch: [46][268/553] Time 2.443 Data 0.001 Err 0.2207 top1 3.906 top5 1.562 | Epoch: [46][269/553] Time 2.473 Data 0.001 Err 0.3183 top1 7.031 top5 2.344 | Epoch: [46][270/553] Time 2.478 Data 0.001 Err 0.2876 top1 5.469 top5 3.906 | Epoch: [46][271/553] Time 2.439 Data 0.000 Err 0.2437 top1 7.031 top5 0.000 | Epoch: [46][272/553] Time 2.501 Data 0.001 Err 0.3459 top1 10.156 top5 1.562 | Epoch: [46][273/553] Time 2.441 Data 0.001 Err 0.5025 top1 11.719 top5 4.688 | Epoch: [46][274/553] Time 2.455 Data 0.001 Err 0.3290 top1 9.375 top5 3.906 | Epoch: [46][275/553] Time 2.472 Data 0.001 Err 0.2959 top1 7.812 top5 2.344 | Epoch: [46][276/553] Time 2.450 Data 0.003 Err 0.3575 top1 7.031 top5 3.125 | Epoch: [46][277/553] Time 2.457 Data 0.001 Err 0.3129 top1 7.031 top5 1.562 | Epoch: [46][278/553] Time 2.499 Data 0.001 Err 0.4071 top1 10.938 top5 4.688 | Epoch: [46][279/553] Time 2.520 Data 0.001 Err 0.3056 top1 7.812 top5 2.344 | Epoch: [46][280/553] Time 2.445 Data 0.001 Err 0.1405 top1 3.125 top5 0.781 | Epoch: [46][281/553] Time 2.437 Data 0.001 Err 0.3377 top1 8.594 top5 2.344 | Epoch: [46][282/553] Time 2.451 Data 0.001 Err 0.2243 top1 6.250 top5 1.562 | Epoch: [46][283/553] Time 2.441 Data 0.001 Err 0.3088 top1 7.031 top5 2.344 | Epoch: [46][284/553] Time 2.444 Data 0.001 Err 0.3830 top1 11.719 top5 3.125 | Epoch: [46][285/553] Time 2.446 Data 0.001 Err 0.2772 top1 7.031 top5 2.344 | Epoch: [46][286/553] Time 2.435 Data 0.001 Err 0.2184 top1 5.469 top5 0.000 | Epoch: [46][287/553] Time 2.471 Data 0.001 Err 0.3195 top1 9.375 top5 3.125 | Epoch: [46][288/553] Time 2.462 Data 0.001 Err 0.3147 top1 7.812 top5 1.562 | Epoch: [46][289/553] Time 2.481 Data 0.001 Err 0.3449 top1 8.594 top5 3.906 | Epoch: [46][290/553] Time 2.489 Data 0.001 Err 0.4403 top1 12.500 top5 2.344 | Epoch: [46][291/553] Time 2.494 Data 0.001 Err 0.3277 top1 9.375 top5 1.562 | Epoch: [46][292/553] Time 2.436 Data 0.001 Err 0.2700 top1 7.812 top5 0.781 | Epoch: [46][293/553] Time 2.446 Data 0.001 Err 0.2202 top1 6.250 top5 0.000 | Epoch: [46][294/553] Time 2.444 Data 0.001 Err 0.3200 top1 7.812 top5 3.906 | Epoch: [46][295/553] Time 2.486 Data 0.001 Err 0.3410 top1 11.719 top5 3.906 | Epoch: [46][296/553] Time 2.440 Data 0.001 Err 0.1652 top1 3.906 top5 2.344 | Epoch: [46][297/553] Time 2.469 Data 0.001 Err 0.2008 top1 3.906 top5 1.562 | Epoch: [46][298/553] Time 2.481 Data 0.001 Err 0.3258 top1 7.812 top5 4.688 | Epoch: [46][299/553] Time 2.456 Data 0.000 Err 0.2946 top1 7.031 top5 3.125 | Epoch: [46][300/553] Time 2.434 Data 0.001 Err 0.3036 top1 4.688 top5 3.906 | Epoch: [46][301/553] Time 2.441 Data 0.001 Err 0.2105 top1 5.469 top5 2.344 | Epoch: [46][302/553] Time 2.440 Data 0.001 Err 0.3036 top1 10.938 top5 0.781 | Epoch: [46][303/553] Time 2.466 Data 0.001 Err 0.2474 top1 5.469 top5 1.562 | Epoch: [46][304/553] Time 2.446 Data 0.001 Err 0.3067 top1 7.812 top5 2.344 | Epoch: [46][305/553] Time 2.472 Data 0.001 Err 0.3648 top1 10.938 top5 4.688 | Epoch: [46][306/553] Time 2.452 Data 0.001 Err 0.3189 top1 7.031 top5 3.906 | Epoch: [46][307/553] Time 2.465 Data 0.001 Err 0.2712 top1 7.031 top5 1.562 | Epoch: [46][308/553] Time 2.493 Data 0.001 Err 0.2783 top1 7.031 top5 2.344 | Epoch: [46][309/553] Time 2.444 Data 0.001 Err 0.3750 top1 9.375 top5 3.906 | Epoch: [46][310/553] Time 2.444 Data 0.001 Err 0.2802 top1 7.031 top5 3.906 | Epoch: [46][311/553] Time 2.471 Data 0.001 Err 0.2248 top1 7.031 top5 2.344 | Epoch: [46][312/553] Time 2.431 Data 0.001 Err 0.3727 top1 10.156 top5 1.562 | Epoch: [46][313/553] Time 2.476 Data 0.001 Err 0.3263 top1 7.812 top5 2.344 | Epoch: [46][314/553] Time 2.459 Data 0.003 Err 0.2276 top1 7.031 top5 1.562 | Epoch: [46][315/553] Time 2.455 Data 0.001 Err 0.3387 top1 9.375 top5 3.125 | Epoch: [46][316/553] Time 2.436 Data 0.001 Err 0.1967 top1 4.688 top5 2.344 | Epoch: [46][317/553] Time 2.456 Data 0.001 Err 0.2889 top1 7.031 top5 1.562 | Epoch: [46][318/553] Time 2.446 Data 0.001 Err 0.1853 top1 3.125 top5 1.562 | Epoch: [46][319/553] Time 2.461 Data 0.001 Err 0.3342 top1 9.375 top5 2.344 | Epoch: [46][320/553] Time 2.450 Data 0.001 Err 0.3454 top1 9.375 top5 2.344 | Epoch: [46][321/553] Time 2.464 Data 0.001 Err 0.3419 top1 10.156 top5 0.781 | Epoch: [46][322/553] Time 2.518 Data 0.001 Err 0.4431 top1 10.156 top5 2.344 | Epoch: [46][323/553] Time 2.470 Data 0.001 Err 0.1983 top1 7.031 top5 0.000 | Epoch: [46][324/553] Time 2.448 Data 0.001 Err 0.2551 top1 7.031 top5 1.562 | Epoch: [46][325/553] Time 2.463 Data 0.001 Err 0.3024 top1 9.375 top5 2.344 | Epoch: [46][326/553] Time 2.447 Data 0.001 Err 0.3127 top1 7.031 top5 1.562 | Epoch: [46][327/553] Time 2.465 Data 0.000 Err 0.4742 top1 13.281 top5 3.125 | Epoch: [46][328/553] Time 2.446 Data 0.001 Err 0.1954 top1 4.688 top5 0.000 | Epoch: [46][329/553] Time 2.482 Data 0.001 Err 0.2690 top1 4.688 top5 0.781 | Epoch: [46][330/553] Time 2.477 Data 0.001 Err 0.2426 top1 7.031 top5 0.781 | Epoch: [46][331/553] Time 2.466 Data 0.001 Err 0.5229 top1 12.500 top5 6.250 | Epoch: [46][332/553] Time 2.450 Data 0.001 Err 0.2627 top1 6.250 top5 1.562 | Epoch: [46][333/553] Time 2.463 Data 0.001 Err 0.3091 top1 8.594 top5 2.344 | Epoch: [46][334/553] Time 2.443 Data 0.001 Err 0.3131 top1 7.812 top5 3.125 | Epoch: [46][335/553] Time 2.466 Data 0.001 Err 0.2610 top1 5.469 top5 0.781 | Epoch: [46][336/553] Time 2.445 Data 0.001 Err 0.3181 top1 10.156 top5 1.562 | Epoch: [46][337/553] Time 2.511 Data 0.001 Err 0.2485 top1 7.031 top5 2.344 | Epoch: [46][338/553] Time 2.467 Data 0.001 Err 0.3225 top1 7.031 top5 3.125 | Epoch: [46][339/553] Time 2.452 Data 0.001 Err 0.3166 top1 7.812 top5 2.344 | Epoch: [46][340/553] Time 2.438 Data 0.001 Err 0.5116 top1 12.500 top5 2.344 | Epoch: [46][341/553] Time 2.511 Data 0.001 Err 0.2950 top1 4.688 top5 2.344 | Epoch: [46][342/553] Time 2.489 Data 0.001 Err 0.3837 top1 11.719 top5 0.000 | Epoch: [46][343/553] Time 2.512 Data 0.001 Err 0.4155 top1 10.938 top5 3.125 | Epoch: [46][344/553] Time 2.437 Data 0.001 Err 0.4337 top1 12.500 top5 2.344 | Epoch: [46][345/553] Time 2.532 Data 0.001 Err 0.2860 top1 8.594 top5 1.562 | Epoch: [46][346/553] Time 2.445 Data 0.001 Err 0.2698 top1 8.594 top5 1.562 | Epoch: [46][347/553] Time 2.469 Data 0.001 Err 0.2615 top1 7.812 top5 1.562 | Epoch: [46][348/553] Time 2.440 Data 0.001 Err 0.2037 top1 3.906 top5 1.562 | Epoch: [46][349/553] Time 2.458 Data 0.001 Err 0.3352 top1 8.594 top5 2.344 | Epoch: [46][350/553] Time 2.448 Data 0.001 Err 0.3157 top1 8.594 top5 2.344 | Epoch: [46][351/553] Time 2.473 Data 0.001 Err 0.2807 top1 9.375 top5 2.344 | Epoch: [46][352/553] Time 2.459 Data 0.002 Err 0.2585 top1 6.250 top5 2.344 | Epoch: [46][353/553] Time 2.440 Data 0.001 Err 0.2979 top1 8.594 top5 3.906 | Epoch: [46][354/553] Time 2.440 Data 0.001 Err 0.2426 top1 6.250 top5 1.562 | Epoch: [46][355/553] Time 2.461 Data 0.001 Err 0.5130 top1 12.500 top5 4.688 | Epoch: [46][356/553] Time 2.488 Data 0.001 Err 0.2091 top1 7.031 top5 0.000 | Epoch: [46][357/553] Time 2.459 Data 0.001 Err 0.5408 top1 13.281 top5 5.469 | Epoch: [46][358/553] Time 2.452 Data 0.001 Err 0.3610 top1 10.156 top5 4.688 | Epoch: [46][359/553] Time 2.517 Data 0.001 Err 0.2937 top1 7.812 top5 0.781 | Epoch: [46][360/553] Time 2.443 Data 0.001 Err 0.1935 top1 4.688 top5 0.000 | Epoch: [46][361/553] Time 2.440 Data 0.001 Err 0.3466 top1 10.156 top5 1.562 | Epoch: [46][362/553] Time 2.433 Data 0.001 Err 0.2803 top1 8.594 top5 1.562 | Epoch: [46][363/553] Time 2.442 Data 0.000 Err 0.3432 top1 8.594 top5 2.344 | Epoch: [46][364/553] Time 2.482 Data 0.001 Err 0.2952 top1 9.375 top5 1.562 | Epoch: [46][365/553] Time 2.464 Data 0.001 Err 0.3336 top1 10.156 top5 2.344 | Epoch: [46][366/553] Time 2.441 Data 0.001 Err 0.3149 top1 7.031 top5 3.906 | Epoch: [46][367/553] Time 2.509 Data 0.001 Err 0.2602 top1 7.031 top5 1.562 | Epoch: [46][368/553] Time 2.436 Data 0.001 Err 0.1882 top1 5.469 top5 0.000 | Epoch: [46][369/553] Time 2.449 Data 0.002 Err 0.2866 top1 7.812 top5 1.562 | Epoch: [46][370/553] Time 2.457 Data 0.001 Err 0.3574 top1 11.719 top5 1.562 | Epoch: [46][371/553] Time 2.505 Data 0.001 Err 0.3849 top1 7.031 top5 4.688 | Epoch: [46][372/553] Time 2.446 Data 0.000 Err 0.3848 top1 9.375 top5 3.125 | Epoch: [46][373/553] Time 2.471 Data 0.001 Err 0.3677 top1 10.156 top5 2.344 | Epoch: [46][374/553] Time 2.483 Data 0.001 Err 0.2829 top1 9.375 top5 1.562 | Epoch: [46][375/553] Time 2.434 Data 0.001 Err 0.2419 top1 7.812 top5 1.562 | Epoch: [46][376/553] Time 2.439 Data 0.001 Err 0.5127 top1 13.281 top5 4.688 | Epoch: [46][377/553] Time 2.441 Data 0.001 Err 0.2076 top1 6.250 top5 0.781 | Epoch: [46][378/553] Time 2.505 Data 0.001 Err 0.3516 top1 9.375 top5 2.344 | Epoch: [46][379/553] Time 2.494 Data 0.001 Err 0.3017 top1 9.375 top5 0.781 | Epoch: [46][380/553] Time 2.446 Data 0.001 Err 0.3141 top1 9.375 top5 0.781 | Epoch: [46][381/553] Time 2.446 Data 0.001 Err 0.2362 top1 6.250 top5 0.781 | Epoch: [46][382/553] Time 2.438 Data 0.001 Err 0.2578 top1 7.031 top5 1.562 | Epoch: [46][383/553] Time 2.458 Data 0.001 Err 0.3723 top1 6.250 top5 3.906 | Epoch: [46][384/553] Time 2.446 Data 0.000 Err 0.3568 top1 8.594 top5 3.125 | Epoch: [46][385/553] Time 2.450 Data 0.001 Err 0.3177 top1 7.031 top5 4.688 | Epoch: [46][386/553] Time 2.447 Data 0.001 Err 0.3315 top1 10.156 top5 3.125 | Epoch: [46][387/553] Time 2.509 Data 0.001 Err 0.2391 top1 7.031 top5 1.562 | Epoch: [46][388/553] Time 2.457 Data 0.001 Err 0.3177 top1 8.594 top5 2.344 | Epoch: [46][389/553] Time 2.456 Data 0.001 Err 0.2076 top1 7.812 top5 0.000 | Epoch: [46][390/553] Time 2.473 Data 0.001 Err 0.2554 top1 4.688 top5 2.344 | Epoch: [46][391/553] Time 2.484 Data 0.001 Err 0.4758 top1 10.156 top5 4.688 | Epoch: [46][392/553] Time 2.454 Data 0.001 Err 0.4436 top1 10.156 top5 4.688 | Epoch: [46][393/553] Time 2.441 Data 0.001 Err 0.3029 top1 5.469 top5 3.125 | Epoch: [46][394/553] Time 2.449 Data 0.000 Err 0.2432 top1 7.812 top5 2.344 | Epoch: [46][395/553] Time 2.484 Data 0.001 Err 0.3054 top1 7.031 top5 2.344 | Epoch: [46][396/553] Time 2.455 Data 0.001 Err 0.2923 top1 6.250 top5 2.344 | Epoch: [46][397/553] Time 2.438 Data 0.001 Err 0.2025 top1 5.469 top5 1.562 | Epoch: [46][398/553] Time 2.501 Data 0.001 Err 0.2353 top1 7.031 top5 2.344 | Epoch: [46][399/553] Time 2.512 Data 0.001 Err 0.2357 top1 7.031 top5 0.781 | Epoch: [46][400/553] Time 2.500 Data 0.001 Err 0.2346 top1 7.031 top5 0.000 | Epoch: [46][401/553] Time 2.440 Data 0.001 Err 0.4276 top1 10.156 top5 3.906 | Epoch: [46][402/553] Time 2.444 Data 0.001 Err 0.3023 top1 7.031 top5 1.562 | Epoch: [46][403/553] Time 2.460 Data 0.001 Err 0.2423 top1 7.812 top5 1.562 | Epoch: [46][404/553] Time 2.450 Data 0.001 Err 0.2463 top1 7.812 top5 0.781 | Epoch: [46][405/553] Time 2.467 Data 0.001 Err 0.3331 top1 7.812 top5 3.125 | Epoch: [46][406/553] Time 2.442 Data 0.001 Err 0.3827 top1 8.594 top5 1.562 | Epoch: [46][407/553] Time 2.445 Data 0.001 Err 0.2084 top1 7.812 top5 0.781 | Epoch: [46][408/553] Time 2.465 Data 0.001 Err 0.2501 top1 7.031 top5 1.562 | Epoch: [46][409/553] Time 2.448 Data 0.001 Err 0.3056 top1 8.594 top5 1.562 | Epoch: [46][410/553] Time 2.475 Data 0.001 Err 0.2742 top1 7.812 top5 3.125 | Epoch: [46][411/553] Time 2.481 Data 0.001 Err 0.2942 top1 6.250 top5 1.562 | Epoch: [46][412/553] Time 2.449 Data 0.001 Err 0.3404 top1 9.375 top5 1.562 | Epoch: [46][413/553] Time 2.511 Data 0.001 Err 0.3452 top1 8.594 top5 2.344 | Epoch: [46][414/553] Time 2.461 Data 0.001 Err 0.3357 top1 8.594 top5 0.000 | Epoch: [46][415/553] Time 2.495 Data 0.001 Err 0.2538 top1 6.250 top5 3.125 | Epoch: [46][416/553] Time 2.439 Data 0.001 Err 0.3688 top1 10.156 top5 2.344 | Epoch: [46][417/553] Time 2.438 Data 0.001 Err 0.2402 top1 7.031 top5 2.344 | Epoch: [46][418/553] Time 2.446 Data 0.001 Err 0.3893 top1 9.375 top5 3.906 | Epoch: [46][419/553] Time 2.440 Data 0.001 Err 0.5391 top1 12.500 top5 6.250 | Epoch: [46][420/553] Time 2.493 Data 0.001 Err 0.1742 top1 4.688 top5 0.781 | Epoch: [46][421/553] Time 2.504 Data 0.001 Err 0.4545 top1 14.844 top5 3.906 | Epoch: [46][422/553] Time 2.443 Data 0.000 Err 0.3693 top1 9.375 top5 4.688 | Epoch: [46][423/553] Time 2.449 Data 0.001 Err 0.2406 top1 5.469 top5 2.344 | Epoch: [46][424/553] Time 2.467 Data 0.001 Err 0.2663 top1 8.594 top5 1.562 | Epoch: [46][425/553] Time 2.476 Data 0.001 Err 0.4839 top1 13.281 top5 3.125 | Epoch: [46][426/553] Time 2.438 Data 0.001 Err 0.2277 top1 5.469 top5 1.562 | Epoch: [46][427/553] Time 2.477 Data 0.001 Err 0.3369 top1 8.594 top5 2.344 | Epoch: [46][428/553] Time 2.490 Data 0.001 Err 0.4399 top1 11.719 top5 3.125 | Epoch: [46][429/553] Time 2.500 Data 0.001 Err 0.2388 top1 5.469 top5 1.562 | Epoch: [46][430/553] Time 2.441 Data 0.001 Err 0.2805 top1 6.250 top5 1.562 | Epoch: [46][431/553] Time 2.431 Data 0.001 Err 0.2361 top1 7.031 top5 1.562 | Epoch: [46][432/553] Time 2.454 Data 0.001 Err 0.3727 top1 10.156 top5 2.344 | Epoch: [46][433/553] Time 2.442 Data 0.001 Err 0.3677 top1 10.938 top5 2.344 | Epoch: [46][434/553] Time 2.437 Data 0.001 Err 0.2353 top1 4.688 top5 2.344 | Epoch: [46][435/553] Time 2.437 Data 0.001 Err 0.3642 top1 8.594 top5 3.906 | Epoch: [46][436/553] Time 2.434 Data 0.001 Err 0.1807 top1 5.469 top5 0.781 | Epoch: [46][437/553] Time 2.461 Data 0.001 Err 0.3417 top1 9.375 top5 1.562 | Epoch: [46][438/553] Time 2.441 Data 0.001 Err 0.3633 top1 9.375 top5 3.906 | Epoch: [46][439/553] Time 2.433 Data 0.001 Err 0.3711 top1 10.156 top5 3.125 | Epoch: [46][440/553] Time 2.444 Data 0.001 Err 0.3141 top1 7.031 top5 2.344 | Epoch: [46][441/553] Time 2.437 Data 0.001 Err 0.2150 top1 5.469 top5 1.562 | Epoch: [46][442/553] Time 2.460 Data 0.001 Err 0.3793 top1 9.375 top5 2.344 | Epoch: [46][443/553] Time 2.437 Data 0.001 Err 0.3638 top1 10.938 top5 2.344 | Epoch: [46][444/553] Time 2.444 Data 0.001 Err 0.4610 top1 13.281 top5 4.688 | Epoch: [46][445/553] Time 2.451 Data 0.001 Err 0.4577 top1 10.938 top5 3.906 | Epoch: [46][446/553] Time 2.481 Data 0.001 Err 0.4303 top1 10.938 top5 5.469 | Epoch: [46][447/553] Time 2.442 Data 0.001 Err 0.3305 top1 8.594 top5 3.125 | Epoch: [46][448/553] Time 2.445 Data 0.001 Err 0.3139 top1 8.594 top5 1.562 | Epoch: [46][449/553] Time 2.502 Data 0.001 Err 0.2246 top1 7.031 top5 0.781 | Epoch: [46][450/553] Time 2.443 Data 0.001 Err 0.2696 top1 6.250 top5 3.125 | Epoch: [46][451/553] Time 2.491 Data 0.001 Err 0.3488 top1 7.812 top5 3.125 | Epoch: [46][452/553] Time 2.447 Data 0.001 Err 0.3453 top1 10.156 top5 2.344 | Epoch: [46][453/553] Time 2.435 Data 0.001 Err 0.4814 top1 14.844 top5 4.688 | Epoch: [46][454/553] Time 2.445 Data 0.001 Err 0.2503 top1 7.031 top5 1.562 | Epoch: [46][455/553] Time 2.457 Data 0.001 Err 0.3817 top1 7.812 top5 3.906 | Epoch: [46][456/553] Time 2.491 Data 0.001 Err 0.2514 top1 7.812 top5 0.781 | Epoch: [46][457/553] Time 2.465 Data 0.001 Err 0.3423 top1 7.812 top5 1.562 | Epoch: [46][458/553] Time 2.465 Data 0.001 Err 0.2470 top1 6.250 top5 1.562 | Epoch: [46][459/553] Time 2.458 Data 0.001 Err 0.3247 top1 7.812 top5 3.906 | Epoch: [46][460/553] Time 2.438 Data 0.001 Err 0.3138 top1 7.812 top5 3.906 | Epoch: [46][461/553] Time 2.497 Data 0.001 Err 0.3408 top1 7.812 top5 3.125 | Epoch: [46][462/553] Time 2.449 Data 0.001 Err 0.2373 top1 7.031 top5 1.562 | Epoch: [46][463/553] Time 2.440 Data 0.001 Err 0.2518 top1 8.594 top5 1.562 | Epoch: [46][464/553] Time 2.442 Data 0.001 Err 0.3593 top1 7.812 top5 2.344 | Epoch: [46][465/553] Time 2.442 Data 0.001 Err 0.2431 top1 5.469 top5 1.562 | Epoch: [46][466/553] Time 2.456 Data 0.004 Err 0.2723 top1 7.031 top5 0.781 | Epoch: [46][467/553] Time 2.458 Data 0.001 Err 0.3009 top1 8.594 top5 3.125 | Epoch: [46][468/553] Time 2.439 Data 0.001 Err 0.4047 top1 11.719 top5 3.906 | Epoch: [46][469/553] Time 2.450 Data 0.001 Err 0.2674 top1 6.250 top5 2.344 | Epoch: [46][470/553] Time 2.457 Data 0.001 Err 0.3177 top1 9.375 top5 2.344 | Epoch: [46][471/553] Time 2.440 Data 0.001 Err 0.3374 top1 7.031 top5 3.125 | Epoch: [46][472/553] Time 2.444 Data 0.001 Err 0.2923 top1 10.156 top5 1.562 | Epoch: [46][473/553] Time 2.468 Data 0.001 Err 0.3206 top1 8.594 top5 2.344 | Epoch: [46][474/553] Time 2.438 Data 0.001 Err 0.3435 top1 9.375 top5 3.125 | Epoch: [46][475/553] Time 2.439 Data 0.001 Err 0.4831 top1 12.500 top5 4.688 | Epoch: [46][476/553] Time 2.445 Data 0.001 Err 0.3693 top1 10.938 top5 3.906 | Epoch: [46][477/553] Time 2.513 Data 0.001 Err 0.4166 top1 12.500 top5 4.688 | Epoch: [46][478/553] Time 2.450 Data 0.001 Err 0.3871 top1 8.594 top5 4.688 | Epoch: [46][479/553] Time 2.440 Data 0.001 Err 0.3136 top1 9.375 top5 2.344 | Epoch: [46][480/553] Time 2.438 Data 0.001 Err 0.2705 top1 7.031 top5 4.688 | Epoch: [46][481/553] Time 2.473 Data 0.001 Err 0.2936 top1 7.031 top5 3.906 | Epoch: [46][482/553] Time 2.445 Data 0.001 Err 0.2580 top1 7.031 top5 2.344 | Epoch: [46][483/553] Time 2.447 Data 0.001 Err 0.3633 top1 10.156 top5 1.562 | Epoch: [46][484/553] Time 2.442 Data 0.001 Err 0.2587 top1 7.812 top5 2.344 | Epoch: [46][485/553] Time 2.437 Data 0.001 Err 0.3028 top1 7.812 top5 1.562 | Epoch: [46][486/553] Time 2.457 Data 0.001 Err 0.2570 top1 5.469 top5 1.562 | Epoch: [46][487/553] Time 2.446 Data 0.001 Err 0.3804 top1 11.719 top5 3.906 | Epoch: [46][488/553] Time 2.477 Data 0.001 Err 0.3494 top1 9.375 top5 2.344 | Epoch: [46][489/553] Time 2.454 Data 0.001 Err 0.2299 top1 6.250 top5 0.781 | Epoch: [46][490/553] Time 2.478 Data 0.000 Err 0.4457 top1 8.594 top5 3.906 | Epoch: [46][491/553] Time 2.464 Data 0.001 Err 0.2765 top1 8.594 top5 1.562 | Epoch: [46][492/553] Time 2.439 Data 0.001 Err 0.3260 top1 7.031 top5 2.344 | Epoch: [46][493/553] Time 2.481 Data 0.001 Err 0.3530 top1 10.156 top5 3.125 | Epoch: [46][494/553] Time 2.436 Data 0.001 Err 0.2250 top1 7.031 top5 0.000 | Epoch: [46][495/553] Time 2.510 Data 0.001 Err 0.4917 top1 13.281 top5 3.125 | Epoch: [46][496/553] Time 2.439 Data 0.001 Err 0.4497 top1 12.500 top5 4.688 | Epoch: [46][497/553] Time 2.445 Data 0.001 Err 0.2100 top1 4.688 top5 1.562 | Epoch: [46][498/553] Time 2.532 Data 0.001 Err 0.4626 top1 10.938 top5 4.688 | Epoch: [46][499/553] Time 2.507 Data 0.000 Err 0.2685 top1 8.594 top5 1.562 | Epoch: [46][500/553] Time 2.437 Data 0.001 Err 0.4737 top1 8.594 top5 6.250 | Epoch: [46][501/553] Time 2.469 Data 0.001 Err 0.1575 top1 4.688 top5 0.781 | Epoch: [46][502/553] Time 2.441 Data 0.001 Err 0.4220 top1 10.938 top5 3.906 | Epoch: [46][503/553] Time 2.441 Data 0.001 Err 0.2739 top1 7.031 top5 1.562 | Epoch: [46][504/553] Time 2.455 Data 0.001 Err 0.4888 top1 8.594 top5 1.562 | Epoch: [46][505/553] Time 2.440 Data 0.001 Err 0.2851 top1 7.812 top5 4.688 | Epoch: [46][506/553] Time 2.436 Data 0.001 Err 0.1846 top1 3.125 top5 0.000 | Epoch: [46][507/553] Time 2.490 Data 0.000 Err 0.3724 top1 7.812 top5 4.688 | Epoch: [46][508/553] Time 2.435 Data 0.001 Err 0.2040 top1 7.812 top5 0.000 | Epoch: [46][509/553] Time 2.437 Data 0.001 Err 0.2325 top1 6.250 top5 1.562 | Epoch: [46][510/553] Time 2.444 Data 0.001 Err 0.3785 top1 10.156 top5 2.344 | Epoch: [46][511/553] Time 2.436 Data 0.001 Err 0.2645 top1 8.594 top5 1.562 | Epoch: [46][512/553] Time 2.442 Data 0.001 Err 0.3041 top1 9.375 top5 3.125 | Epoch: [46][513/553] Time 2.482 Data 0.001 Err 0.3905 top1 12.500 top5 0.781 | Epoch: [46][514/553] Time 2.500 Data 0.001 Err 0.2885 top1 8.594 top5 1.562 | Epoch: [46][515/553] Time 2.432 Data 0.001 Err 0.2058 top1 6.250 top5 0.781 | Epoch: [46][516/553] Time 2.443 Data 0.001 Err 0.3804 top1 9.375 top5 3.125 | Epoch: [46][517/553] Time 2.451 Data 0.001 Err 0.3700 top1 9.375 top5 3.125 | Epoch: [46][518/553] Time 2.465 Data 0.001 Err 0.3258 top1 9.375 top5 2.344 | Epoch: [46][519/553] Time 2.446 Data 0.001 Err 0.4649 top1 13.281 top5 3.906 | Epoch: [46][520/553] Time 2.449 Data 0.001 Err 0.2437 top1 6.250 top5 3.906 | Epoch: [46][521/553] Time 2.441 Data 0.001 Err 0.2132 top1 5.469 top5 0.000 | Epoch: [46][522/553] Time 2.469 Data 0.001 Err 0.4854 top1 10.156 top5 4.688 | Epoch: [46][523/553] Time 2.440 Data 0.001 Err 0.3177 top1 6.250 top5 1.562 | Epoch: [46][524/553] Time 2.472 Data 0.001 Err 0.3135 top1 10.938 top5 2.344 | Epoch: [46][525/553] Time 2.455 Data 0.001 Err 0.2322 top1 3.906 top5 2.344 | Epoch: [46][526/553] Time 2.435 Data 0.001 Err 0.3821 top1 8.594 top5 2.344 | Epoch: [46][527/553] Time 2.441 Data 0.001 Err 0.3627 top1 11.719 top5 0.781 | Epoch: [46][528/553] Time 2.437 Data 0.001 Err 0.2954 top1 7.812 top5 2.344 | Epoch: [46][529/553] Time 2.441 Data 0.001 Err 0.2176 top1 8.594 top5 0.781 | Epoch: [46][530/553] Time 2.440 Data 0.001 Err 0.2761 top1 7.031 top5 2.344 | Epoch: [46][531/553] Time 2.445 Data 0.001 Err 0.3835 top1 10.156 top5 3.125 | Epoch: [46][532/553] Time 2.454 Data 0.001 Err 0.3852 top1 10.156 top5 3.906 | Epoch: [46][533/553] Time 2.477 Data 0.001 Err 0.2731 top1 7.031 top5 3.125 | Epoch: [46][534/553] Time 2.445 Data 0.001 Err 0.2151 top1 6.250 top5 0.781 | Epoch: [46][535/553] Time 2.437 Data 0.001 Err 0.2248 top1 6.250 top5 1.562 | Epoch: [46][536/553] Time 2.437 Data 0.001 Err 0.3080 top1 9.375 top5 1.562 | Epoch: [46][537/553] Time 2.445 Data 0.001 Err 0.1896 top1 3.906 top5 2.344 | Epoch: [46][538/553] Time 2.436 Data 0.001 Err 0.1660 top1 3.906 top5 0.781 | Epoch: [46][539/553] Time 2.482 Data 0.001 Err 0.3522 top1 11.719 top5 2.344 | Epoch: [46][540/553] Time 2.440 Data 0.001 Err 0.3145 top1 7.812 top5 3.906 | Epoch: [46][541/553] Time 2.459 Data 0.001 Err 0.3005 top1 10.938 top5 2.344 | Epoch: [46][542/553] Time 2.463 Data 0.001 Err 0.2047 top1 5.469 top5 0.781 | Epoch: [46][543/553] Time 2.441 Data 0.000 Err 0.3629 top1 10.156 top5 3.906 | Epoch: [46][544/553] Time 2.442 Data 0.000 Err 0.2021 top1 5.469 top5 0.781 | Epoch: [46][545/553] Time 2.441 Data 0.000 Err 0.3613 top1 10.938 top5 2.344 | Epoch: [46][546/553] Time 2.444 Data 0.000 Err 0.3402 top1 9.375 top5 3.125 | Epoch: [46][547/553] Time 2.436 Data 0.000 Err 0.4157 top1 10.938 top5 4.688 | Epoch: [46][548/553] Time 2.447 Data 0.000 Err 0.3363 top1 7.812 top5 3.125 | Epoch: [46][549/553] Time 2.437 Data 0.000 Err 0.2288 top1 6.250 top5 2.344 | Epoch: [46][550/553] Time 2.442 Data 0.000 Err 0.3197 top1 9.375 top5 1.562 | Epoch: [46][551/553] Time 2.438 Data 0.000 Err 0.2701 top1 6.250 top5 2.344 | Epoch: [46][552/553] Time 2.437 Data 0.000 Err 0.2610 top1 6.250 top5 1.562 | Epoch: [46][553/553] Time 1.030 Data 0.000 Err 0.2491 top1 4.545 top5 2.273 | Test: [46][1/198] Time 2.291 Data 1.571 top1 16.406 ( 16.406) top5 1.562 ( 1.562) | Test: [46][2/198] Time 0.714 Data 0.001 top1 11.719 ( 14.062) top5 2.344 ( 1.953) | Test: [46][3/198] Time 0.719 Data 0.000 top1 14.062 ( 14.062) top5 0.781 ( 1.562) | Test: [46][4/198] Time 0.717 Data 0.001 top1 14.844 ( 14.258) top5 2.344 ( 1.758) | Test: [46][5/198] Time 0.726 Data 0.001 top1 10.156 ( 13.438) top5 0.781 ( 1.562) | Test: [46][6/198] Time 0.727 Data 0.007 top1 17.188 ( 14.062) top5 4.688 ( 2.083) | Test: [46][7/198] Time 0.727 Data 0.001 top1 17.969 ( 14.621) top5 4.688 ( 2.455) | Test: [46][8/198] Time 0.728 Data 0.001 top1 10.156 ( 14.062) top5 0.781 ( 2.246) | Test: [46][9/198] Time 0.721 Data 0.001 top1 12.500 ( 13.889) top5 0.000 ( 1.997) | Test: [46][10/198] Time 0.732 Data 0.001 top1 11.719 ( 13.672) top5 3.125 ( 2.109) | Test: [46][11/198] Time 0.720 Data 0.001 top1 16.406 ( 13.920) top5 2.344 ( 2.131) | Test: [46][12/198] Time 0.721 Data 0.001 top1 9.375 ( 13.542) top5 3.906 ( 2.279) | Test: [46][13/198] Time 0.714 Data 0.001 top1 14.062 ( 13.582) top5 1.562 ( 2.224) | Test: [46][14/198] Time 0.712 Data 0.001 top1 7.031 ( 13.114) top5 1.562 ( 2.176) | Test: [46][15/198] Time 0.722 Data 0.001 top1 9.375 ( 12.865) top5 1.562 ( 2.135) | Test: [46][16/198] Time 0.718 Data 0.001 top1 14.844 ( 12.988) top5 2.344 ( 2.148) | Test: [46][17/198] Time 0.720 Data 0.001 top1 10.156 ( 12.822) top5 2.344 ( 2.160) | Test: [46][18/198] Time 0.719 Data 0.001 top1 17.188 ( 13.064) top5 4.688 ( 2.300) | Test: [46][19/198] Time 0.722 Data 0.001 top1 10.156 ( 12.911) top5 2.344 ( 2.303) | Test: [46][20/198] Time 0.720 Data 0.001 top1 14.062 ( 12.969) top5 3.125 ( 2.344) | Test: [46][21/198] Time 0.725 Data 0.001 top1 14.844 ( 13.058) top5 3.906 ( 2.418) | Test: [46][22/198] Time 0.731 Data 0.001 top1 17.969 ( 13.281) top5 3.906 ( 2.486) | Test: [46][23/198] Time 0.724 Data 0.001 top1 19.531 ( 13.553) top5 3.906 ( 2.548) | Test: [46][24/198] Time 0.729 Data 0.001 top1 10.156 ( 13.411) top5 1.562 ( 2.507) | Test: [46][25/198] Time 0.721 Data 0.001 top1 10.938 ( 13.312) top5 2.344 ( 2.500) | Test: [46][26/198] Time 0.722 Data 0.001 top1 10.156 ( 13.191) top5 2.344 ( 2.494) | Test: [46][27/198] Time 0.738 Data 0.001 top1 9.375 ( 13.050) top5 0.781 ( 2.431) | Test: [46][28/198] Time 0.725 Data 0.001 top1 11.719 ( 13.002) top5 1.562 ( 2.400) | Test: [46][29/198] Time 0.733 Data 0.004 top1 15.625 ( 13.093) top5 1.562 ( 2.371) | Test: [46][30/198] Time 0.768 Data 0.001 top1 16.406 ( 13.203) top5 2.344 ( 2.370) | Test: [46][31/198] Time 0.762 Data 0.001 top1 11.719 ( 13.155) top5 1.562 ( 2.344) | Test: [46][32/198] Time 0.717 Data 0.001 top1 10.938 ( 13.086) top5 0.781 ( 2.295) | Test: [46][33/198] Time 0.717 Data 0.001 top1 12.500 ( 13.068) top5 1.562 ( 2.273) | Test: [46][34/198] Time 0.731 Data 0.001 top1 16.406 ( 13.166) top5 3.125 ( 2.298) | Test: [46][35/198] Time 0.725 Data 0.001 top1 17.969 ( 13.304) top5 3.906 ( 2.344) | Test: [46][36/198] Time 0.727 Data 0.001 top1 13.281 ( 13.303) top5 3.125 ( 2.365) | Test: [46][37/198] Time 0.715 Data 0.001 top1 11.719 ( 13.260) top5 4.688 ( 2.428) | Test: [46][38/198] Time 0.728 Data 0.001 top1 11.719 ( 13.220) top5 3.125 ( 2.447) | Test: [46][39/198] Time 0.729 Data 0.000 top1 10.938 ( 13.161) top5 3.125 ( 2.464) | Test: [46][40/198] Time 0.716 Data 0.000 top1 16.406 ( 13.242) top5 3.125 ( 2.480) | Test: [46][41/198] Time 0.717 Data 0.000 top1 9.375 ( 13.148) top5 1.562 ( 2.458) | Test: [46][42/198] Time 0.720 Data 0.001 top1 12.500 ( 13.132) top5 2.344 ( 2.455) | Test: [46][43/198] Time 0.721 Data 0.001 top1 9.375 ( 13.045) top5 1.562 ( 2.435) | Test: [46][44/198] Time 0.714 Data 0.001 top1 13.281 ( 13.050) top5 1.562 ( 2.415) | Test: [46][45/198] Time 0.725 Data 0.001 top1 17.188 ( 13.142) top5 5.469 ( 2.483) | Test: [46][46/198] Time 0.719 Data 0.000 top1 12.500 ( 13.128) top5 6.250 ( 2.565) | Test: [46][47/198] Time 0.722 Data 0.001 top1 12.500 ( 13.115) top5 0.781 ( 2.527) | Test: [46][48/198] Time 0.723 Data 0.001 top1 11.719 ( 13.086) top5 3.125 ( 2.539) | Test: [46][49/198] Time 0.726 Data 0.000 top1 9.375 ( 13.010) top5 3.125 ( 2.551) | Test: [46][50/198] Time 0.730 Data 0.001 top1 12.500 ( 13.000) top5 3.125 ( 2.562) | Test: [46][51/198] Time 0.724 Data 0.001 top1 11.719 ( 12.975) top5 3.125 ( 2.574) | Test: [46][52/198] Time 0.724 Data 0.001 top1 14.062 ( 12.996) top5 1.562 ( 2.554) | Test: [46][53/198] Time 0.726 Data 0.001 top1 11.719 ( 12.972) top5 3.125 ( 2.565) | Test: [46][54/198] Time 0.725 Data 0.002 top1 9.375 ( 12.905) top5 1.562 ( 2.546) | Test: [46][55/198] Time 0.727 Data 0.001 top1 9.375 ( 12.841) top5 3.906 ( 2.571) | Test: [46][56/198] Time 0.721 Data 0.002 top1 15.625 ( 12.891) top5 0.781 ( 2.539) | Test: [46][57/198] Time 0.803 Data 0.001 top1 16.406 ( 12.952) top5 3.906 ( 2.563) | Test: [46][58/198] Time 0.803 Data 0.002 top1 18.750 ( 13.052) top5 5.469 ( 2.613) | Test: [46][59/198] Time 0.816 Data 0.001 top1 14.062 ( 13.069) top5 0.000 ( 2.569) | Test: [46][60/198] Time 0.797 Data 0.001 top1 8.594 ( 12.995) top5 0.781 ( 2.539) | Test: [46][61/198] Time 0.757 Data 0.001 top1 10.938 ( 12.961) top5 1.562 ( 2.523) | Test: [46][62/198] Time 0.724 Data 0.001 top1 17.969 ( 13.042) top5 4.688 ( 2.558) | Test: [46][63/198] Time 0.720 Data 0.001 top1 13.281 ( 13.046) top5 2.344 ( 2.555) | Test: [46][64/198] Time 0.718 Data 0.001 top1 14.844 ( 13.074) top5 3.906 ( 2.576) | Test: [46][65/198] Time 0.736 Data 0.001 top1 14.062 ( 13.089) top5 3.125 ( 2.584) | Test: [46][66/198] Time 0.724 Data 0.001 top1 12.500 ( 13.080) top5 2.344 ( 2.580) | Test: [46][67/198] Time 0.726 Data 0.000 top1 17.969 ( 13.153) top5 1.562 ( 2.565) | Test: [46][68/198] Time 0.717 Data 0.000 top1 10.156 ( 13.109) top5 3.906 ( 2.585) | Test: [46][69/198] Time 0.726 Data 0.000 top1 13.281 ( 13.111) top5 3.125 ( 2.593) | Test: [46][70/198] Time 0.718 Data 0.001 top1 14.844 ( 13.136) top5 3.906 ( 2.612) | Test: [46][71/198] Time 0.716 Data 0.001 top1 13.281 ( 13.138) top5 1.562 ( 2.597) | Test: [46][72/198] Time 0.717 Data 0.001 top1 7.812 ( 13.064) top5 0.781 ( 2.572) | Test: [46][73/198] Time 0.720 Data 0.001 top1 12.500 ( 13.057) top5 3.125 ( 2.579) | Test: [46][74/198] Time 0.720 Data 0.000 top1 10.938 ( 13.028) top5 3.906 ( 2.597) | Test: [46][75/198] Time 0.722 Data 0.001 top1 7.812 ( 12.958) top5 1.562 ( 2.583) | Test: [46][76/198] Time 0.718 Data 0.001 top1 7.812 ( 12.891) top5 4.688 ( 2.611) | Test: [46][77/198] Time 0.723 Data 0.001 top1 14.844 ( 12.916) top5 1.562 ( 2.597) | Test: [46][78/198] Time 0.722 Data 0.001 top1 14.844 ( 12.941) top5 2.344 ( 2.594) | Test: [46][79/198] Time 0.735 Data 0.001 top1 13.281 ( 12.945) top5 2.344 ( 2.591) | Test: [46][80/198] Time 0.720 Data 0.001 top1 15.625 ( 12.979) top5 2.344 ( 2.588) | Test: [46][81/198] Time 0.726 Data 0.001 top1 12.500 ( 12.973) top5 1.562 ( 2.575) | Test: [46][82/198] Time 0.718 Data 0.001 top1 10.156 ( 12.938) top5 0.781 ( 2.553) | Test: [46][83/198] Time 0.720 Data 0.001 top1 14.062 ( 12.952) top5 5.469 ( 2.588) | Test: [46][84/198] Time 0.734 Data 0.001 top1 5.469 ( 12.863) top5 0.000 ( 2.558) | Test: [46][85/198] Time 0.751 Data 0.001 top1 14.844 ( 12.886) top5 1.562 ( 2.546) | Test: [46][86/198] Time 0.800 Data 0.001 top1 10.938 ( 12.863) top5 1.562 ( 2.535) | Test: [46][87/198] Time 0.793 Data 0.001 top1 10.938 ( 12.841) top5 2.344 ( 2.532) | Test: [46][88/198] Time 0.791 Data 0.001 top1 11.719 ( 12.828) top5 0.781 ( 2.512) | Test: [46][89/198] Time 0.771 Data 0.001 top1 18.750 ( 12.895) top5 6.250 ( 2.554) | Test: [46][90/198] Time 0.735 Data 0.001 top1 14.062 ( 12.908) top5 2.344 ( 2.552) | Test: [46][91/198] Time 0.724 Data 0.000 top1 13.281 ( 12.912) top5 2.344 ( 2.550) | Test: [46][92/198] Time 0.724 Data 0.001 top1 17.188 ( 12.959) top5 4.688 ( 2.573) | Test: [46][93/198] Time 0.717 Data 0.001 top1 14.062 ( 12.970) top5 3.125 ( 2.579) | Test: [46][94/198] Time 0.716 Data 0.001 top1 11.719 ( 12.957) top5 4.688 ( 2.601) | Test: [46][95/198] Time 0.716 Data 0.001 top1 7.812 ( 12.903) top5 0.781 ( 2.582) | Test: [46][96/198] Time 0.723 Data 0.001 top1 10.156 ( 12.874) top5 1.562 ( 2.572) | Test: [46][97/198] Time 0.722 Data 0.000 top1 10.938 ( 12.854) top5 2.344 ( 2.569) | Test: [46][98/198] Time 0.729 Data 0.000 top1 13.281 ( 12.859) top5 4.688 ( 2.591) | Test: [46][99/198] Time 0.726 Data 0.000 top1 20.312 ( 12.934) top5 3.125 ( 2.596) | Test: [46][100/198] Time 0.721 Data 0.000 top1 12.500 ( 12.930) top5 3.906 ( 2.609) | Test: [46][101/198] Time 0.713 Data 0.000 top1 14.062 ( 12.941) top5 3.125 ( 2.614) | Test: [46][102/198] Time 0.719 Data 0.001 top1 7.812 ( 12.891) top5 0.781 ( 2.597) | Test: [46][103/198] Time 0.718 Data 0.000 top1 10.938 ( 12.872) top5 0.781 ( 2.579) | Test: [46][104/198] Time 0.722 Data 0.001 top1 12.500 ( 12.868) top5 2.344 ( 2.577) | Test: [46][105/198] Time 0.722 Data 0.000 top1 13.281 ( 12.872) top5 0.781 ( 2.560) | Test: [46][106/198] Time 0.733 Data 0.000 top1 15.625 ( 12.898) top5 4.688 ( 2.580) | Test: [46][107/198] Time 0.723 Data 0.000 top1 15.625 ( 12.923) top5 3.906 ( 2.592) | Test: [46][108/198] Time 0.723 Data 0.001 top1 13.281 ( 12.927) top5 3.906 ( 2.604) | Test: [46][109/198] Time 0.721 Data 0.001 top1 10.156 ( 12.901) top5 3.125 ( 2.609) | Test: [46][110/198] Time 0.720 Data 0.001 top1 10.938 ( 12.884) top5 2.344 ( 2.607) | Test: [46][111/198] Time 0.721 Data 0.001 top1 9.375 ( 12.852) top5 2.344 ( 2.604) | Test: [46][112/198] Time 0.730 Data 0.001 top1 10.938 ( 12.835) top5 2.344 ( 2.602) | Test: [46][113/198] Time 0.801 Data 0.001 top1 8.594 ( 12.797) top5 0.781 ( 2.586) | Test: [46][114/198] Time 0.723 Data 0.001 top1 14.062 ( 12.808) top5 3.125 ( 2.590) | Test: [46][115/198] Time 0.726 Data 0.001 top1 14.062 ( 12.819) top5 3.906 ( 2.602) | Test: [46][116/198] Time 0.729 Data 0.001 top1 11.719 ( 12.810) top5 0.000 ( 2.579) | Test: [46][117/198] Time 0.732 Data 0.001 top1 11.719 ( 12.800) top5 3.906 ( 2.591) | Test: [46][118/198] Time 0.753 Data 0.004 top1 17.188 ( 12.838) top5 4.688 ( 2.609) | Test: [46][119/198] Time 0.743 Data 0.001 top1 12.500 ( 12.835) top5 1.562 ( 2.600) | Test: [46][120/198] Time 0.714 Data 0.001 top1 17.188 ( 12.871) top5 4.688 ( 2.617) | Test: [46][121/198] Time 0.724 Data 0.000 top1 11.719 ( 12.862) top5 3.125 ( 2.621) | Test: [46][122/198] Time 0.718 Data 0.000 top1 7.031 ( 12.814) top5 0.781 ( 2.606) | Test: [46][123/198] Time 0.720 Data 0.001 top1 14.062 ( 12.824) top5 3.906 ( 2.617) | Test: [46][124/198] Time 0.716 Data 0.001 top1 14.062 ( 12.834) top5 1.562 ( 2.608) | Test: [46][125/198] Time 0.717 Data 0.001 top1 15.625 ( 12.856) top5 3.906 ( 2.619) | Test: [46][126/198] Time 0.718 Data 0.001 top1 15.625 ( 12.878) top5 3.125 ( 2.623) | Test: [46][127/198] Time 0.716 Data 0.000 top1 15.625 ( 12.900) top5 2.344 ( 2.621) | Test: [46][128/198] Time 0.718 Data 0.001 top1 12.500 ( 12.897) top5 2.344 ( 2.618) | Test: [46][129/198] Time 0.721 Data 0.001 top1 9.375 ( 12.869) top5 2.344 ( 2.616) | Test: [46][130/198] Time 0.720 Data 0.001 top1 12.500 ( 12.867) top5 3.906 ( 2.626) | Test: [46][131/198] Time 0.722 Data 0.000 top1 15.625 ( 12.888) top5 1.562 ( 2.618) | Test: [46][132/198] Time 0.718 Data 0.000 top1 14.844 ( 12.902) top5 7.031 ( 2.652) | Test: [46][133/198] Time 0.717 Data 0.000 top1 10.938 ( 12.888) top5 1.562 ( 2.643) | Test: [46][134/198] Time 0.720 Data 0.000 top1 9.375 ( 12.861) top5 2.344 ( 2.641) | Test: [46][135/198] Time 0.717 Data 0.001 top1 15.625 ( 12.882) top5 3.125 ( 2.645) | Test: [46][136/198] Time 0.733 Data 0.001 top1 14.062 ( 12.891) top5 3.125 ( 2.648) | Test: [46][137/198] Time 0.717 Data 0.001 top1 12.500 ( 12.888) top5 4.688 ( 2.663) | Test: [46][138/198] Time 0.730 Data 0.001 top1 8.594 ( 12.857) top5 2.344 ( 2.661) | Test: [46][139/198] Time 0.724 Data 0.002 top1 14.062 ( 12.865) top5 1.562 ( 2.653) | Test: [46][140/198] Time 0.742 Data 0.002 top1 13.281 ( 12.868) top5 2.344 ( 2.651) | Test: [46][141/198] Time 0.771 Data 0.001 top1 13.281 ( 12.871) top5 2.344 ( 2.648) | Test: [46][142/198] Time 0.760 Data 0.001 top1 8.594 ( 12.841) top5 0.781 ( 2.635) | Test: [46][143/198] Time 0.736 Data 0.000 top1 21.875 ( 12.904) top5 1.562 ( 2.628) | Test: [46][144/198] Time 0.717 Data 0.001 top1 12.500 ( 12.901) top5 3.125 ( 2.631) | Test: [46][145/198] Time 0.738 Data 0.001 top1 14.844 ( 12.915) top5 3.125 ( 2.635) | Test: [46][146/198] Time 0.756 Data 0.000 top1 12.500 ( 12.912) top5 2.344 ( 2.633) | Test: [46][147/198] Time 0.735 Data 0.008 top1 9.375 ( 12.888) top5 0.781 ( 2.620) | Test: [46][148/198] Time 0.723 Data 0.001 top1 14.062 ( 12.896) top5 0.781 ( 2.608) | Test: [46][149/198] Time 0.725 Data 0.000 top1 14.844 ( 12.909) top5 1.562 ( 2.601) | Test: [46][150/198] Time 0.719 Data 0.001 top1 12.500 ( 12.906) top5 1.562 ( 2.594) | Test: [46][151/198] Time 0.714 Data 0.001 top1 17.188 ( 12.935) top5 3.906 ( 2.602) | Test: [46][152/198] Time 0.717 Data 0.000 top1 11.719 ( 12.927) top5 2.344 ( 2.601) | Test: [46][153/198] Time 0.715 Data 0.000 top1 12.500 ( 12.924) top5 2.344 ( 2.599) | Test: [46][154/198] Time 0.720 Data 0.000 top1 7.812 ( 12.891) top5 2.344 ( 2.597) | Test: [46][155/198] Time 0.714 Data 0.000 top1 17.188 ( 12.918) top5 2.344 ( 2.596) | Test: [46][156/198] Time 0.713 Data 0.001 top1 14.844 ( 12.931) top5 3.906 ( 2.604) | Test: [46][157/198] Time 0.719 Data 0.001 top1 10.938 ( 12.918) top5 3.125 ( 2.607) | Test: [46][158/198] Time 0.719 Data 0.001 top1 17.188 ( 12.945) top5 2.344 ( 2.606) | Test: [46][159/198] Time 0.714 Data 0.001 top1 7.812 ( 12.913) top5 0.000 ( 2.589) | Test: [46][160/198] Time 0.720 Data 0.001 top1 14.062 ( 12.920) top5 3.906 ( 2.598) | Test: [46][161/198] Time 0.722 Data 0.001 top1 14.844 ( 12.932) top5 1.562 ( 2.591) | Test: [46][162/198] Time 0.717 Data 0.000 top1 7.812 ( 12.900) top5 1.562 ( 2.585) | Test: [46][163/198] Time 0.724 Data 0.000 top1 4.688 ( 12.850) top5 0.781 ( 2.574) | Test: [46][164/198] Time 0.726 Data 0.000 top1 11.719 ( 12.843) top5 3.906 ( 2.582) | Test: [46][165/198] Time 0.715 Data 0.001 top1 15.625 ( 12.860) top5 2.344 ( 2.580) | Test: [46][166/198] Time 0.720 Data 0.001 top1 17.188 ( 12.886) top5 5.469 ( 2.598) | Test: [46][167/198] Time 0.716 Data 0.001 top1 13.281 ( 12.888) top5 2.344 ( 2.596) | Test: [46][168/198] Time 0.735 Data 0.001 top1 14.062 ( 12.895) top5 0.781 ( 2.586) | Test: [46][169/198] Time 0.721 Data 0.001 top1 11.719 ( 12.888) top5 0.781 ( 2.575) | Test: [46][170/198] Time 0.769 Data 0.001 top1 8.594 ( 12.863) top5 0.781 ( 2.564) | Test: [46][171/198] Time 0.789 Data 0.001 top1 17.969 ( 12.893) top5 3.906 ( 2.572) | Test: [46][172/198] Time 0.783 Data 0.001 top1 11.719 ( 12.886) top5 2.344 ( 2.571) | Test: [46][173/198] Time 0.787 Data 0.000 top1 10.156 ( 12.870) top5 0.781 ( 2.561) | Test: [46][174/198] Time 0.757 Data 0.000 top1 11.719 ( 12.864) top5 2.344 ( 2.559) | Test: [46][175/198] Time 0.738 Data 0.001 top1 5.469 ( 12.821) top5 0.000 ( 2.545) | Test: [46][176/198] Time 0.718 Data 0.001 top1 15.625 ( 12.837) top5 3.906 ( 2.552) | Test: [46][177/198] Time 0.741 Data 0.003 top1 14.062 ( 12.844) top5 3.125 ( 2.556) | Test: [46][178/198] Time 0.717 Data 0.001 top1 8.594 ( 12.820) top5 1.562 ( 2.550) | Test: [46][179/198] Time 0.722 Data 0.001 top1 9.375 ( 12.801) top5 1.562 ( 2.545) | Test: [46][180/198] Time 0.718 Data 0.001 top1 8.594 ( 12.778) top5 2.344 ( 2.543) | Test: [46][181/198] Time 0.723 Data 0.001 top1 7.812 ( 12.750) top5 2.344 ( 2.542) | Test: [46][182/198] Time 0.722 Data 0.001 top1 12.500 ( 12.749) top5 2.344 ( 2.541) | Test: [46][183/198] Time 0.722 Data 0.000 top1 10.938 ( 12.739) top5 2.344 ( 2.540) | Test: [46][184/198] Time 0.719 Data 0.001 top1 11.719 ( 12.734) top5 1.562 ( 2.535) | Test: [46][185/198] Time 0.718 Data 0.001 top1 20.312 ( 12.774) top5 3.125 ( 2.538) | Test: [46][186/198] Time 0.721 Data 0.000 top1 13.281 ( 12.777) top5 4.688 ( 2.550) | Test: [46][187/198] Time 0.713 Data 0.000 top1 8.594 ( 12.755) top5 0.781 ( 2.540) | Test: [46][188/198] Time 0.729 Data 0.000 top1 17.969 ( 12.783) top5 3.125 ( 2.543) | Test: [46][189/198] Time 0.723 Data 0.000 top1 14.062 ( 12.789) top5 3.906 ( 2.550) | Test: [46][190/198] Time 0.720 Data 0.000 top1 9.375 ( 12.771) top5 3.125 ( 2.553) | Test: [46][191/198] Time 0.726 Data 0.000 top1 11.719 ( 12.766) top5 0.781 ( 2.544) | Test: [46][192/198] Time 0.718 Data 0.000 top1 10.156 ( 12.752) top5 1.562 ( 2.539) | Test: [46][193/198] Time 0.718 Data 0.000 top1 8.594 ( 12.731) top5 2.344 ( 2.538) | Test: [46][194/198] Time 0.715 Data 0.000 top1 10.938 ( 12.721) top5 1.562 ( 2.533) | Test: [46][195/198] Time 0.718 Data 0.000 top1 10.156 ( 12.708) top5 0.781 ( 2.524) | Test: [46][196/198] Time 0.723 Data 0.000 top1 16.406 ( 12.727) top5 3.906 ( 2.531) | Test: [46][197/198] Time 0.260 Data 0.000 top1 14.706 ( 12.737) top5 2.941 ( 2.533) | Test: [46][198/198] Time 0.711 Data 0.000 top1 10.938 ( 12.728) top5 2.344 ( 2.532) * Finished epoch # 46 top1: 12.728 top5: 2.532 Epoch 47 => Training epoch # 47 | Epoch: [47][1/553] Time 5.143 Data 2.642 Err 0.1214 top1 3.906 top5 0.781 | Epoch: [47][2/553] Time 2.458 Data 0.001 Err 0.3442 top1 8.594 top5 1.562 | Epoch: [47][3/553] Time 2.513 Data 0.001 Err 0.3721 top1 10.938 top5 3.906 | Epoch: [47][4/553] Time 2.507 Data 0.001 Err 0.3025 top1 7.812 top5 1.562 | Epoch: [47][5/553] Time 2.511 Data 0.001 Err 0.2413 top1 7.812 top5 2.344 | Epoch: [47][6/553] Time 2.474 Data 0.001 Err 0.3455 top1 8.594 top5 2.344 | Epoch: [47][7/553] Time 2.430 Data 0.001 Err 0.2671 top1 7.031 top5 2.344 | Epoch: [47][8/553] Time 2.439 Data 0.001 Err 0.2302 top1 4.688 top5 0.781 | Epoch: [47][9/553] Time 2.444 Data 0.001 Err 0.2843 top1 7.031 top5 2.344 | Epoch: [47][10/553] Time 2.476 Data 0.001 Err 0.3427 top1 10.156 top5 2.344 | Epoch: [47][11/553] Time 2.442 Data 0.001 Err 0.2596 top1 7.031 top5 1.562 | Epoch: [47][12/553] Time 2.478 Data 0.001 Err 0.2540 top1 6.250 top5 3.125 | Epoch: [47][13/553] Time 2.484 Data 0.001 Err 0.3633 top1 7.812 top5 3.125 | Epoch: [47][14/553] Time 2.456 Data 0.001 Err 0.2528 top1 7.031 top5 2.344 | Epoch: [47][15/553] Time 2.446 Data 0.001 Err 0.3371 top1 6.250 top5 3.125 | Epoch: [47][16/553] Time 2.460 Data 0.001 Err 0.2387 top1 5.469 top5 0.781 | Epoch: [47][17/553] Time 2.441 Data 0.001 Err 0.3016 top1 8.594 top5 3.125 | Epoch: [47][18/553] Time 2.507 Data 0.001 Err 0.2506 top1 6.250 top5 2.344 | Epoch: [47][19/553] Time 2.440 Data 0.001 Err 0.3220 top1 9.375 top5 1.562 | Epoch: [47][20/553] Time 2.520 Data 0.001 Err 0.2462 top1 5.469 top5 3.125 | Epoch: [47][21/553] Time 2.445 Data 0.001 Err 0.2116 top1 3.906 top5 0.781 | Epoch: [47][22/553] Time 2.438 Data 0.001 Err 0.2408 top1 5.469 top5 0.000 | Epoch: [47][23/553] Time 2.439 Data 0.001 Err 0.3152 top1 9.375 top5 3.125 | Epoch: [47][24/553] Time 2.478 Data 0.001 Err 0.3235 top1 8.594 top5 1.562 | Epoch: [47][25/553] Time 2.491 Data 0.001 Err 0.3652 top1 10.938 top5 3.125 | Epoch: [47][26/553] Time 2.441 Data 0.001 Err 0.4236 top1 13.281 top5 3.125 | Epoch: [47][27/553] Time 2.479 Data 0.001 Err 0.2872 top1 7.812 top5 2.344 | Epoch: [47][28/553] Time 2.482 Data 0.001 Err 0.3191 top1 10.156 top5 2.344 | Epoch: [47][29/553] Time 2.443 Data 0.001 Err 0.3039 top1 6.250 top5 3.125 | Epoch: [47][30/553] Time 2.466 Data 0.001 Err 0.1693 top1 4.688 top5 0.781 | Epoch: [47][31/553] Time 2.530 Data 0.001 Err 0.2371 top1 6.250 top5 1.562 | Epoch: [47][32/553] Time 2.447 Data 0.001 Err 0.2642 top1 8.594 top5 0.781 | Epoch: [47][33/553] Time 2.443 Data 0.000 Err 0.3352 top1 9.375 top5 2.344 | Epoch: [47][34/553] Time 2.482 Data 0.001 Err 0.3586 top1 10.938 top5 2.344 | Epoch: [47][35/553] Time 2.468 Data 0.001 Err 0.3211 top1 7.031 top5 3.125 | Epoch: [47][36/553] Time 2.438 Data 0.001 Err 0.2468 top1 5.469 top5 2.344 | Epoch: [47][37/553] Time 2.439 Data 0.001 Err 0.3770 top1 9.375 top5 3.125 | Epoch: [47][38/553] Time 2.476 Data 0.004 Err 0.1812 top1 5.469 top5 0.781 | Epoch: [47][39/553] Time 2.464 Data 0.001 Err 0.4665 top1 11.719 top5 4.688 | Epoch: [47][40/553] Time 2.438 Data 0.001 Err 0.2769 top1 9.375 top5 0.781 | Epoch: [47][41/553] Time 2.452 Data 0.001 Err 0.2144 top1 5.469 top5 1.562 | Epoch: [47][42/553] Time 2.443 Data 0.000 Err 0.3013 top1 8.594 top5 1.562 | Epoch: [47][43/553] Time 2.471 Data 0.001 Err 0.2154 top1 5.469 top5 2.344 | Epoch: [47][44/553] Time 2.504 Data 0.001 Err 0.2758 top1 6.250 top5 2.344 | Epoch: [47][45/553] Time 2.486 Data 0.001 Err 0.2534 top1 8.594 top5 0.000 | Epoch: [47][46/553] Time 2.436 Data 0.001 Err 0.4428 top1 11.719 top5 3.125 | Epoch: [47][47/553] Time 2.447 Data 0.001 Err 0.2619 top1 8.594 top5 2.344 | Epoch: [47][48/553] Time 2.444 Data 0.001 Err 0.2128 top1 3.906 top5 1.562 | Epoch: [47][49/553] Time 2.443 Data 0.001 Err 0.4248 top1 10.938 top5 4.688 | Epoch: [47][50/553] Time 2.489 Data 0.001 Err 0.2753 top1 8.594 top5 1.562 | Epoch: [47][51/553] Time 2.481 Data 0.001 Err 0.2028 top1 5.469 top5 0.781 | Epoch: [47][52/553] Time 2.443 Data 0.001 Err 0.2928 top1 7.812 top5 3.125 | Epoch: [47][53/553] Time 2.457 Data 0.001 Err 0.4476 top1 10.156 top5 4.688 | Epoch: [47][54/553] Time 2.523 Data 0.001 Err 0.3463 top1 8.594 top5 3.906 | Epoch: [47][55/553] Time 2.446 Data 0.001 Err 0.2051 top1 5.469 top5 0.000 | Epoch: [47][56/553] Time 2.507 Data 0.001 Err 0.2839 top1 7.031 top5 1.562 | Epoch: [47][57/553] Time 2.447 Data 0.000 Err 0.3138 top1 6.250 top5 3.125 | Epoch: [47][58/553] Time 2.436 Data 0.001 Err 0.2156 top1 6.250 top5 0.781 | Epoch: [47][59/553] Time 2.460 Data 0.009 Err 0.2629 top1 8.594 top5 0.781 | Epoch: [47][60/553] Time 2.498 Data 0.001 Err 0.2866 top1 7.812 top5 1.562 | Epoch: [47][61/553] Time 2.457 Data 0.001 Err 0.3257 top1 10.156 top5 3.125 | Epoch: [47][62/553] Time 2.451 Data 0.001 Err 0.3814 top1 11.719 top5 3.125 | Epoch: [47][63/553] Time 2.507 Data 0.001 Err 0.2020 top1 3.906 top5 1.562 | Epoch: [47][64/553] Time 2.475 Data 0.000 Err 0.2184 top1 4.688 top5 1.562 | Epoch: [47][65/553] Time 2.467 Data 0.001 Err 0.4075 top1 10.156 top5 2.344 | Epoch: [47][66/553] Time 2.447 Data 0.001 Err 0.2663 top1 7.812 top5 0.781 | Epoch: [47][67/553] Time 2.442 Data 0.001 Err 0.3857 top1 10.938 top5 3.125 | Epoch: [47][68/553] Time 2.496 Data 0.001 Err 0.2134 top1 7.031 top5 0.781 | Epoch: [47][69/553] Time 2.452 Data 0.001 Err 0.2757 top1 7.812 top5 1.562 | Epoch: [47][70/553] Time 2.476 Data 0.001 Err 0.1934 top1 6.250 top5 0.781 | Epoch: [47][71/553] Time 2.478 Data 0.000 Err 0.2697 top1 7.812 top5 1.562 | Epoch: [47][72/553] Time 2.510 Data 0.000 Err 0.2959 top1 8.594 top5 0.781 | Epoch: [47][73/553] Time 2.449 Data 0.001 Err 0.4230 top1 10.938 top5 4.688 | Epoch: [47][74/553] Time 2.473 Data 0.001 Err 0.3130 top1 7.031 top5 2.344 | Epoch: [47][75/553] Time 2.484 Data 0.001 Err 0.4938 top1 9.375 top5 4.688 | Epoch: [47][76/553] Time 2.520 Data 0.001 Err 0.2751 top1 4.688 top5 3.125 | Epoch: [47][77/553] Time 2.450 Data 0.001 Err 0.2178 top1 4.688 top5 2.344 | Epoch: [47][78/553] Time 2.446 Data 0.004 Err 0.2044 top1 5.469 top5 2.344 | Epoch: [47][79/553] Time 2.485 Data 0.001 Err 0.4550 top1 14.062 top5 3.125 | Epoch: [47][80/553] Time 2.442 Data 0.001 Err 0.4039 top1 9.375 top5 3.125 | Epoch: [47][81/553] Time 2.492 Data 0.001 Err 0.1835 top1 4.688 top5 0.000 | Epoch: [47][82/553] Time 2.473 Data 0.001 Err 0.3281 top1 7.031 top5 2.344 | Epoch: [47][83/553] Time 2.446 Data 0.001 Err 0.2351 top1 7.031 top5 1.562 | Epoch: [47][84/553] Time 2.478 Data 0.001 Err 0.2722 top1 7.812 top5 1.562 | Epoch: [47][85/553] Time 2.438 Data 0.001 Err 0.2797 top1 7.031 top5 1.562 | Epoch: [47][86/553] Time 2.462 Data 0.001 Err 0.4582 top1 14.844 top5 3.906 | Epoch: [47][87/553] Time 2.484 Data 0.001 Err 0.3559 top1 10.938 top5 2.344 | Epoch: [47][88/553] Time 2.491 Data 0.001 Err 0.2778 top1 5.469 top5 2.344 | Epoch: [47][89/553] Time 2.450 Data 0.001 Err 0.2240 top1 7.812 top5 0.781 | Epoch: [47][90/553] Time 2.445 Data 0.001 Err 0.3104 top1 7.812 top5 1.562 | Epoch: [47][91/553] Time 2.451 Data 0.000 Err 0.3365 top1 8.594 top5 1.562 | Epoch: [47][92/553] Time 2.437 Data 0.000 Err 0.3190 top1 10.156 top5 0.781 | Epoch: [47][93/553] Time 2.486 Data 0.001 Err 0.2767 top1 7.812 top5 1.562 | Epoch: [47][94/553] Time 2.472 Data 0.001 Err 0.3194 top1 9.375 top5 2.344 | Epoch: [47][95/553] Time 2.442 Data 0.001 Err 0.3581 top1 8.594 top5 2.344 | Epoch: [47][96/553] Time 2.471 Data 0.001 Err 0.3342 top1 10.156 top5 2.344 | Epoch: [47][97/553] Time 2.443 Data 0.003 Err 0.3479 top1 7.031 top5 2.344 | Epoch: [47][98/553] Time 2.436 Data 0.000 Err 0.2263 top1 7.031 top5 1.562 | Epoch: [47][99/553] Time 2.479 Data 0.001 Err 0.3225 top1 8.594 top5 3.906 | Epoch: [47][100/553] Time 2.440 Data 0.001 Err 0.3063 top1 10.938 top5 2.344 | Epoch: [47][101/553] Time 2.478 Data 0.001 Err 0.2514 top1 7.031 top5 2.344 | Epoch: [47][102/553] Time 2.452 Data 0.000 Err 0.2896 top1 7.812 top5 2.344 | Epoch: [47][103/553] Time 2.485 Data 0.001 Err 0.3030 top1 7.031 top5 2.344 | Epoch: [47][104/553] Time 2.443 Data 0.001 Err 0.3262 top1 9.375 top5 3.125 | Epoch: [47][105/553] Time 2.439 Data 0.001 Err 0.3852 top1 10.938 top5 3.125 | Epoch: [47][106/553] Time 2.473 Data 0.001 Err 0.2597 top1 6.250 top5 1.562 | Epoch: [47][107/553] Time 2.485 Data 0.001 Err 0.3551 top1 10.156 top5 3.125 | Epoch: [47][108/553] Time 2.455 Data 0.001 Err 0.3079 top1 9.375 top5 3.125 | Epoch: [47][109/553] Time 2.435 Data 0.000 Err 0.3913 top1 11.719 top5 3.906 | Epoch: [47][110/553] Time 2.493 Data 0.001 Err 0.2294 top1 8.594 top5 0.781 | Epoch: [47][111/553] Time 2.451 Data 0.001 Err 0.3985 top1 10.156 top5 3.906 | Epoch: [47][112/553] Time 2.537 Data 0.001 Err 0.2645 top1 6.250 top5 1.562 | Epoch: [47][113/553] Time 2.450 Data 0.001 Err 0.3517 top1 10.156 top5 2.344 | Epoch: [47][114/553] Time 2.447 Data 0.001 Err 0.2619 top1 6.250 top5 2.344 | Epoch: [47][115/553] Time 2.485 Data 0.001 Err 0.3569 top1 10.938 top5 2.344 | Epoch: [47][116/553] Time 2.473 Data 0.002 Err 0.2334 top1 6.250 top5 2.344 | Epoch: [47][117/553] Time 2.492 Data 0.001 Err 0.2299 top1 5.469 top5 2.344 | Epoch: [47][118/553] Time 2.467 Data 0.001 Err 0.2636 top1 5.469 top5 2.344 | Epoch: [47][119/553] Time 2.477 Data 0.001 Err 0.2360 top1 8.594 top5 0.781 | Epoch: [47][120/553] Time 2.458 Data 0.000 Err 0.3322 top1 9.375 top5 1.562 | Epoch: [47][121/553] Time 2.452 Data 0.001 Err 0.2589 top1 5.469 top5 1.562 | Epoch: [47][122/553] Time 2.447 Data 0.001 Err 0.2613 top1 6.250 top5 2.344 | Epoch: [47][123/553] Time 2.476 Data 0.001 Err 0.3438 top1 7.031 top5 3.125 | Epoch: [47][124/553] Time 2.520 Data 0.001 Err 0.2727 top1 9.375 top5 1.562 | Epoch: [47][125/553] Time 2.445 Data 0.001 Err 0.2886 top1 8.594 top5 2.344 | Epoch: [47][126/553] Time 2.449 Data 0.001 Err 0.2428 top1 5.469 top5 1.562 | Epoch: [47][127/553] Time 2.476 Data 0.001 Err 0.2762 top1 5.469 top5 2.344 | Epoch: [47][128/553] Time 2.472 Data 0.000 Err 0.3052 top1 7.031 top5 3.125 | Epoch: [47][129/553] Time 2.442 Data 0.001 Err 0.4673 top1 10.938 top5 5.469 | Epoch: [47][130/553] Time 2.458 Data 0.001 Err 0.2728 top1 7.031 top5 0.781 | Epoch: [47][131/553] Time 2.482 Data 0.001 Err 0.3689 top1 9.375 top5 1.562 | Epoch: [47][132/553] Time 2.495 Data 0.001 Err 0.3002 top1 7.812 top5 3.906 | Epoch: [47][133/553] Time 2.450 Data 0.001 Err 0.3971 top1 10.938 top5 3.125 | Epoch: [47][134/553] Time 2.438 Data 0.001 Err 0.3002 top1 9.375 top5 1.562 | Epoch: [47][135/553] Time 2.480 Data 0.005 Err 0.3856 top1 9.375 top5 3.125 | Epoch: [47][136/553] Time 2.522 Data 0.000 Err 0.2239 top1 6.250 top5 2.344 | Epoch: [47][137/553] Time 2.455 Data 0.001 Err 0.1998 top1 5.469 top5 1.562 | Epoch: [47][138/553] Time 2.448 Data 0.001 Err 0.3381 top1 7.812 top5 3.125 | Epoch: [47][139/553] Time 2.485 Data 0.001 Err 0.1591 top1 2.344 top5 0.000 | Epoch: [47][140/553] Time 2.441 Data 0.001 Err 0.3311 top1 10.938 top5 1.562 | Epoch: [47][141/553] Time 2.447 Data 0.001 Err 0.3136 top1 7.812 top5 2.344 | Epoch: [47][142/553] Time 2.468 Data 0.001 Err 0.3124 top1 8.594 top5 2.344 | Epoch: [47][143/553] Time 2.493 Data 0.001 Err 0.1810 top1 4.688 top5 0.781 | Epoch: [47][144/553] Time 2.531 Data 0.001 Err 0.2537 top1 7.031 top5 0.781 | Epoch: [47][145/553] Time 2.496 Data 0.001 Err 0.2396 top1 7.812 top5 0.781 | Epoch: [47][146/553] Time 2.442 Data 0.001 Err 0.3424 top1 7.812 top5 1.562 | Epoch: [47][147/553] Time 2.471 Data 0.001 Err 0.2709 top1 8.594 top5 2.344 | Epoch: [47][148/553] Time 2.471 Data 0.001 Err 0.4084 top1 8.594 top5 4.688 | Epoch: [47][149/553] Time 2.524 Data 0.001 Err 0.2992 top1 7.812 top5 2.344 | Epoch: [47][150/553] Time 2.474 Data 0.001 Err 0.2428 top1 5.469 top5 2.344 | Epoch: [47][151/553] Time 2.487 Data 0.001 Err 0.2307 top1 3.125 top5 2.344 | Epoch: [47][152/553] Time 2.481 Data 0.001 Err 0.3307 top1 8.594 top5 1.562 | Epoch: [47][153/553] Time 2.445 Data 0.001 Err 0.3319 top1 9.375 top5 2.344 | Epoch: [47][154/553] Time 2.448 Data 0.001 Err 0.2916 top1 7.031 top5 2.344 | Epoch: [47][155/553] Time 2.520 Data 0.001 Err 0.2633 top1 7.812 top5 0.781 | Epoch: [47][156/553] Time 2.509 Data 0.001 Err 0.4130 top1 10.938 top5 3.906 | Epoch: [47][157/553] Time 2.460 Data 0.001 Err 0.3394 top1 10.938 top5 0.781 | Epoch: [47][158/553] Time 2.452 Data 0.001 Err 0.3540 top1 10.156 top5 4.688 | Epoch: [47][159/553] Time 2.468 Data 0.001 Err 0.3241 top1 9.375 top5 3.125 | Epoch: [47][160/553] Time 2.471 Data 0.001 Err 0.4344 top1 12.500 top5 3.125 | Epoch: [47][161/553] Time 2.428 Data 0.001 Err 0.1901 top1 6.250 top5 1.562 | Epoch: [47][162/553] Time 2.446 Data 0.001 Err 0.3584 top1 9.375 top5 0.781 | Epoch: [47][163/553] Time 2.443 Data 0.001 Err 0.2547 top1 7.031 top5 0.781 | Epoch: [47][164/553] Time 2.440 Data 0.001 Err 0.3176 top1 8.594 top5 1.562 | Epoch: [47][165/553] Time 2.464 Data 0.001 Err 0.2162 top1 7.031 top5 0.781 | Epoch: [47][166/553] Time 2.464 Data 0.001 Err 0.3721 top1 11.719 top5 3.125 | Epoch: [47][167/553] Time 2.481 Data 0.001 Err 0.3717 top1 8.594 top5 3.125 | Epoch: [47][168/553] Time 2.446 Data 0.000 Err 0.2146 top1 7.031 top5 0.781 | Epoch: [47][169/553] Time 2.451 Data 0.001 Err 0.3458 top1 8.594 top5 1.562 | Epoch: [47][170/553] Time 2.435 Data 0.001 Err 0.3137 top1 9.375 top5 1.562 | Epoch: [47][171/553] Time 2.456 Data 0.001 Err 0.3120 top1 8.594 top5 1.562 | Epoch: [47][172/553] Time 2.478 Data 0.001 Err 0.2970 top1 8.594 top5 2.344 | Epoch: [47][173/553] Time 2.454 Data 0.002 Err 0.2392 top1 5.469 top5 3.125 | Epoch: [47][174/553] Time 2.451 Data 0.001 Err 0.2003 top1 6.250 top5 0.000 | Epoch: [47][175/553] Time 2.478 Data 0.001 Err 0.3333 top1 7.812 top5 0.000 | Epoch: [47][176/553] Time 2.469 Data 0.001 Err 0.1947 top1 7.031 top5 0.781 | Epoch: [47][177/553] Time 2.440 Data 0.001 Err 0.3027 top1 7.031 top5 0.781 | Epoch: [47][178/553] Time 2.450 Data 0.001 Err 0.3042 top1 7.031 top5 3.906 | Epoch: [47][179/553] Time 2.477 Data 0.001 Err 0.3231 top1 7.031 top5 2.344 | Epoch: [47][180/553] Time 2.457 Data 0.001 Err 0.2326 top1 6.250 top5 1.562 | Epoch: [47][181/553] Time 2.468 Data 0.001 Err 0.2571 top1 6.250 top5 1.562 | Epoch: [47][182/553] Time 2.477 Data 0.001 Err 0.2285 top1 6.250 top5 2.344 | Epoch: [47][183/553] Time 2.518 Data 0.001 Err 0.3113 top1 8.594 top5 3.125 | Epoch: [47][184/553] Time 2.504 Data 0.001 Err 0.3577 top1 10.156 top5 2.344 | Epoch: [47][185/553] Time 2.448 Data 0.001 Err 0.4691 top1 10.938 top5 3.125 | Epoch: [47][186/553] Time 2.442 Data 0.001 Err 0.3140 top1 10.156 top5 3.125 | Epoch: [47][187/553] Time 2.450 Data 0.000 Err 0.3741 top1 12.500 top5 0.781 | Epoch: [47][188/553] Time 2.481 Data 0.001 Err 0.2492 top1 6.250 top5 3.125 | Epoch: [47][189/553] Time 2.447 Data 0.001 Err 0.2388 top1 5.469 top5 1.562 | Epoch: [47][190/553] Time 2.454 Data 0.001 Err 0.4671 top1 13.281 top5 3.906 | Epoch: [47][191/553] Time 2.468 Data 0.001 Err 0.3329 top1 7.812 top5 3.125 | Epoch: [47][192/553] Time 2.520 Data 0.003 Err 0.4402 top1 10.156 top5 4.688 | Epoch: [47][193/553] Time 2.445 Data 0.001 Err 0.2833 top1 7.031 top5 1.562 | Epoch: [47][194/553] Time 2.467 Data 0.001 Err 0.1941 top1 5.469 top5 1.562 | Epoch: [47][195/553] Time 2.465 Data 0.001 Err 0.5390 top1 12.500 top5 6.250 | Epoch: [47][196/553] Time 2.478 Data 0.001 Err 0.2792 top1 6.250 top5 2.344 | Epoch: [47][197/553] Time 2.449 Data 0.001 Err 0.2167 top1 7.812 top5 0.781 | Epoch: [47][198/553] Time 2.482 Data 0.001 Err 0.2577 top1 8.594 top5 0.781 | Epoch: [47][199/553] Time 2.475 Data 0.001 Err 0.4043 top1 10.156 top5 4.688 | Epoch: [47][200/553] Time 2.475 Data 0.001 Err 0.2461 top1 5.469 top5 2.344 | Epoch: [47][201/553] Time 2.504 Data 0.001 Err 0.3202 top1 6.250 top5 5.469 | Epoch: [47][202/553] Time 2.455 Data 0.001 Err 0.3395 top1 7.031 top5 3.906 | Epoch: [47][203/553] Time 2.489 Data 0.001 Err 0.2753 top1 6.250 top5 2.344 | Epoch: [47][204/553] Time 2.473 Data 0.001 Err 0.2393 top1 7.812 top5 0.781 | Epoch: [47][205/553] Time 2.458 Data 0.001 Err 0.3101 top1 10.938 top5 1.562 | Epoch: [47][206/553] Time 2.448 Data 0.001 Err 0.2881 top1 6.250 top5 3.125 | Epoch: [47][207/553] Time 2.451 Data 0.001 Err 0.2580 top1 5.469 top5 3.125 | Epoch: [47][208/553] Time 2.493 Data 0.001 Err 0.3792 top1 10.156 top5 1.562 | Epoch: [47][209/553] Time 2.449 Data 0.002 Err 0.3222 top1 10.156 top5 3.125 | Epoch: [47][210/553] Time 2.484 Data 0.001 Err 0.3161 top1 10.156 top5 1.562 | Epoch: [47][211/553] Time 2.488 Data 0.006 Err 0.3275 top1 8.594 top5 2.344 | Epoch: [47][212/553] Time 2.441 Data 0.001 Err 0.4985 top1 12.500 top5 3.906 | Epoch: [47][213/553] Time 2.464 Data 0.001 Err 0.4352 top1 10.938 top5 4.688 | Epoch: [47][214/553] Time 2.473 Data 0.000 Err 0.3588 top1 10.938 top5 3.906 | Epoch: [47][215/553] Time 2.487 Data 0.001 Err 0.3400 top1 10.156 top5 3.125 | Epoch: [47][216/553] Time 2.452 Data 0.001 Err 0.4368 top1 14.062 top5 3.125 | Epoch: [47][217/553] Time 2.447 Data 0.001 Err 0.2612 top1 7.031 top5 1.562 | Epoch: [47][218/553] Time 2.474 Data 0.001 Err 0.3752 top1 7.812 top5 3.906 | Epoch: [47][219/553] Time 2.451 Data 0.001 Err 0.3040 top1 7.812 top5 3.125 | Epoch: [47][220/553] Time 2.434 Data 0.001 Err 0.4681 top1 11.719 top5 3.906 | Epoch: [47][221/553] Time 2.462 Data 0.001 Err 0.3059 top1 7.812 top5 0.781 | Epoch: [47][222/553] Time 2.440 Data 0.001 Err 0.3008 top1 7.031 top5 2.344 | Epoch: [47][223/553] Time 2.443 Data 0.001 Err 0.2655 top1 6.250 top5 2.344 | Epoch: [47][224/553] Time 2.493 Data 0.001 Err 0.3402 top1 9.375 top5 2.344 | Epoch: [47][225/553] Time 2.453 Data 0.001 Err 0.2865 top1 4.688 top5 3.906 | Epoch: [47][226/553] Time 2.454 Data 0.001 Err 0.3277 top1 8.594 top5 2.344 | Epoch: [47][227/553] Time 2.446 Data 0.001 Err 0.2553 top1 6.250 top5 1.562 | Epoch: [47][228/553] Time 2.448 Data 0.001 Err 0.2791 top1 7.812 top5 1.562 | Epoch: [47][229/553] Time 2.437 Data 0.001 Err 0.2655 top1 6.250 top5 3.125 | Epoch: [47][230/553] Time 2.454 Data 0.002 Err 0.1502 top1 4.688 top5 0.781 | Epoch: [47][231/553] Time 2.446 Data 0.001 Err 0.3288 top1 9.375 top5 1.562 | Epoch: [47][232/553] Time 2.459 Data 0.001 Err 0.4100 top1 13.281 top5 2.344 | Epoch: [47][233/553] Time 2.442 Data 0.000 Err 0.2349 top1 4.688 top5 1.562 | Epoch: [47][234/553] Time 2.477 Data 0.001 Err 0.2453 top1 4.688 top5 3.125 | Epoch: [47][235/553] Time 2.450 Data 0.001 Err 0.2837 top1 7.031 top5 2.344 | Epoch: [47][236/553] Time 2.444 Data 0.001 Err 0.2188 top1 7.031 top5 0.000 | Epoch: [47][237/553] Time 2.440 Data 0.001 Err 0.4230 top1 14.062 top5 3.125 | Epoch: [47][238/553] Time 2.475 Data 0.001 Err 0.3053 top1 9.375 top5 0.781 | Epoch: [47][239/553] Time 2.436 Data 0.001 Err 0.2331 top1 7.812 top5 1.562 | Epoch: [47][240/553] Time 2.442 Data 0.001 Err 0.2467 top1 7.031 top5 0.781 | Epoch: [47][241/553] Time 2.448 Data 0.001 Err 0.2681 top1 7.031 top5 1.562 | Epoch: [47][242/553] Time 2.441 Data 0.001 Err 0.3248 top1 10.156 top5 2.344 | Epoch: [47][243/553] Time 2.447 Data 0.000 Err 0.3305 top1 8.594 top5 2.344 | Epoch: [47][244/553] Time 2.457 Data 0.001 Err 0.2446 top1 7.812 top5 0.781 | Epoch: [47][245/553] Time 2.491 Data 0.001 Err 0.3274 top1 8.594 top5 4.688 | Epoch: [47][246/553] Time 2.440 Data 0.000 Err 0.2574 top1 6.250 top5 1.562 | Epoch: [47][247/553] Time 2.461 Data 0.001 Err 0.3145 top1 8.594 top5 2.344 | Epoch: [47][248/553] Time 2.482 Data 0.001 Err 0.3385 top1 9.375 top5 2.344 | Epoch: [47][249/553] Time 2.442 Data 0.004 Err 0.2416 top1 9.375 top5 0.781 | Epoch: [47][250/553] Time 2.473 Data 0.001 Err 0.3126 top1 7.031 top5 1.562 | Epoch: [47][251/553] Time 2.442 Data 0.001 Err 0.2891 top1 8.594 top5 1.562 | Epoch: [47][252/553] Time 2.447 Data 0.001 Err 0.2875 top1 7.812 top5 3.125 | Epoch: [47][253/553] Time 2.447 Data 0.001 Err 0.3627 top1 12.500 top5 3.125 | Epoch: [47][254/553] Time 2.534 Data 0.001 Err 0.3745 top1 8.594 top5 4.688 | Epoch: [47][255/553] Time 2.441 Data 0.001 Err 0.3126 top1 7.812 top5 3.906 | Epoch: [47][256/553] Time 2.443 Data 0.001 Err 0.3443 top1 7.031 top5 4.688 | Epoch: [47][257/553] Time 2.482 Data 0.001 Err 0.2592 top1 6.250 top5 2.344 | Epoch: [47][258/553] Time 2.475 Data 0.001 Err 0.3980 top1 8.594 top5 3.125 | Epoch: [47][259/553] Time 2.455 Data 0.001 Err 0.3713 top1 10.156 top5 5.469 | Epoch: [47][260/553] Time 2.485 Data 0.001 Err 0.5161 top1 14.062 top5 5.469 | Epoch: [47][261/553] Time 2.454 Data 0.001 Err 0.2322 top1 7.812 top5 0.781 | Epoch: [47][262/553] Time 2.475 Data 0.001 Err 0.3626 top1 9.375 top5 3.906 | Epoch: [47][263/553] Time 2.457 Data 0.000 Err 0.5656 top1 14.844 top5 5.469 | Epoch: [47][264/553] Time 2.485 Data 0.001 Err 0.2321 top1 6.250 top5 0.781 | Epoch: [47][265/553] Time 2.483 Data 0.001 Err 0.2628 top1 7.031 top5 2.344 | Epoch: [47][266/553] Time 2.455 Data 0.001 Err 0.4737 top1 11.719 top5 4.688 | Epoch: [47][267/553] Time 2.444 Data 0.001 Err 0.3024 top1 4.688 top5 1.562 | Epoch: [47][268/553] Time 2.487 Data 0.004 Err 0.2913 top1 7.031 top5 3.125 | Epoch: [47][269/553] Time 2.480 Data 0.001 Err 0.3032 top1 8.594 top5 3.125 | Epoch: [47][270/553] Time 2.457 Data 0.001 Err 0.4828 top1 11.719 top5 4.688 | Epoch: [47][271/553] Time 2.440 Data 0.000 Err 0.2637 top1 7.812 top5 1.562 | Epoch: [47][272/553] Time 2.486 Data 0.001 Err 0.3134 top1 9.375 top5 3.125 | Epoch: [47][273/553] Time 2.469 Data 0.001 Err 0.3010 top1 7.031 top5 2.344 | Epoch: [47][274/553] Time 2.516 Data 0.001 Err 0.3236 top1 8.594 top5 4.688 | Epoch: [47][275/553] Time 2.435 Data 0.001 Err 0.2488 top1 6.250 top5 0.000 | Epoch: [47][276/553] Time 2.519 Data 0.001 Err 0.2658 top1 7.031 top5 1.562 | Epoch: [47][277/553] Time 2.443 Data 0.001 Err 0.5139 top1 11.719 top5 6.250 | Epoch: [47][278/553] Time 2.453 Data 0.001 Err 0.2175 top1 5.469 top5 1.562 | Epoch: [47][279/553] Time 2.444 Data 0.001 Err 0.3628 top1 12.500 top5 0.781 | Epoch: [47][280/553] Time 2.477 Data 0.001 Err 0.1997 top1 4.688 top5 1.562 | Epoch: [47][281/553] Time 2.452 Data 0.001 Err 0.2200 top1 5.469 top5 0.781 | Epoch: [47][282/553] Time 2.436 Data 0.001 Err 0.2277 top1 7.031 top5 0.781 | Epoch: [47][283/553] Time 2.488 Data 0.001 Err 0.2870 top1 6.250 top5 1.562 | Epoch: [47][284/553] Time 2.441 Data 0.001 Err 0.2373 top1 4.688 top5 1.562 | Epoch: [47][285/553] Time 2.486 Data 0.001 Err 0.4684 top1 11.719 top5 4.688 | Epoch: [47][286/553] Time 2.469 Data 0.001 Err 0.3519 top1 6.250 top5 3.906 | Epoch: [47][287/553] Time 2.444 Data 0.006 Err 0.3120 top1 7.031 top5 3.125 | Epoch: [47][288/553] Time 2.454 Data 0.001 Err 0.2631 top1 6.250 top5 2.344 | Epoch: [47][289/553] Time 2.447 Data 0.001 Err 0.2563 top1 7.812 top5 1.562 | Epoch: [47][290/553] Time 2.438 Data 0.001 Err 0.3344 top1 10.156 top5 1.562 | Epoch: [47][291/553] Time 2.446 Data 0.001 Err 0.1971 top1 6.250 top5 1.562 | Epoch: [47][292/553] Time 2.484 Data 0.001 Err 0.3144 top1 6.250 top5 3.125 | Epoch: [47][293/553] Time 2.485 Data 0.001 Err 0.2207 top1 6.250 top5 1.562 | Epoch: [47][294/553] Time 2.480 Data 0.001 Err 0.4399 top1 13.281 top5 2.344 | Epoch: [47][295/553] Time 2.449 Data 0.001 Err 0.2978 top1 6.250 top5 1.562 | Epoch: [47][296/553] Time 2.468 Data 0.001 Err 0.3973 top1 8.594 top5 2.344 | Epoch: [47][297/553] Time 2.521 Data 0.001 Err 0.1451 top1 3.906 top5 0.781 | Epoch: [47][298/553] Time 2.491 Data 0.001 Err 0.4247 top1 11.719 top5 2.344 | Epoch: [47][299/553] Time 2.449 Data 0.001 Err 0.2582 top1 6.250 top5 1.562 | Epoch: [47][300/553] Time 2.476 Data 0.001 Err 0.1994 top1 5.469 top5 2.344 | Epoch: [47][301/553] Time 2.484 Data 0.000 Err 0.3100 top1 7.031 top5 1.562 | Epoch: [47][302/553] Time 2.448 Data 0.001 Err 0.3309 top1 8.594 top5 2.344 | Epoch: [47][303/553] Time 2.439 Data 0.001 Err 0.2085 top1 4.688 top5 2.344 | Epoch: [47][304/553] Time 2.511 Data 0.001 Err 0.1619 top1 4.688 top5 0.781 | Epoch: [47][305/553] Time 2.518 Data 0.001 Err 0.2811 top1 7.031 top5 0.781 | Epoch: [47][306/553] Time 2.457 Data 0.004 Err 0.2027 top1 3.906 top5 2.344 | Epoch: [47][307/553] Time 2.439 Data 0.001 Err 0.2780 top1 7.812 top5 0.781 | Epoch: [47][308/553] Time 2.484 Data 0.001 Err 0.3447 top1 11.719 top5 2.344 | Epoch: [47][309/553] Time 2.468 Data 0.001 Err 0.1631 top1 3.125 top5 0.000 | Epoch: [47][310/553] Time 2.446 Data 0.001 Err 0.3142 top1 9.375 top5 2.344 | Epoch: [47][311/553] Time 2.491 Data 0.001 Err 0.2512 top1 7.812 top5 1.562 | Epoch: [47][312/553] Time 2.468 Data 0.001 Err 0.3368 top1 10.156 top5 1.562 | Epoch: [47][313/553] Time 2.442 Data 0.001 Err 0.3956 top1 8.594 top5 3.906 | Epoch: [47][314/553] Time 2.461 Data 0.001 Err 0.1986 top1 7.031 top5 0.781 | Epoch: [47][315/553] Time 2.505 Data 0.001 Err 0.3307 top1 10.156 top5 3.125 | Epoch: [47][316/553] Time 2.457 Data 0.001 Err 0.3278 top1 10.938 top5 2.344 | Epoch: [47][317/553] Time 2.455 Data 0.001 Err 0.2779 top1 10.938 top5 0.781 | Epoch: [47][318/553] Time 2.448 Data 0.001 Err 0.4060 top1 10.938 top5 3.906 | Epoch: [47][319/553] Time 2.446 Data 0.001 Err 0.2248 top1 6.250 top5 1.562 | Epoch: [47][320/553] Time 2.475 Data 0.000 Err 0.3845 top1 7.812 top5 3.906 | Epoch: [47][321/553] Time 2.449 Data 0.001 Err 0.2423 top1 5.469 top5 0.781 | Epoch: [47][322/553] Time 2.461 Data 0.001 Err 0.2239 top1 6.250 top5 0.000 | Epoch: [47][323/553] Time 2.453 Data 0.001 Err 0.1628 top1 2.344 top5 0.781 | Epoch: [47][324/553] Time 2.445 Data 0.001 Err 0.3212 top1 8.594 top5 1.562 | Epoch: [47][325/553] Time 2.451 Data 0.003 Err 0.2633 top1 6.250 top5 2.344 | Epoch: [47][326/553] Time 2.481 Data 0.000 Err 0.3542 top1 10.938 top5 1.562 | Epoch: [47][327/553] Time 2.443 Data 0.001 Err 0.4448 top1 11.719 top5 4.688 | Epoch: [47][328/553] Time 2.516 Data 0.001 Err 0.2265 top1 7.031 top5 1.562 | Epoch: [47][329/553] Time 2.515 Data 0.000 Err 0.2154 top1 7.031 top5 0.781 | Epoch: [47][330/553] Time 2.486 Data 0.000 Err 0.1858 top1 7.031 top5 0.000 | Epoch: [47][331/553] Time 2.450 Data 0.001 Err 0.3217 top1 7.812 top5 2.344 | Epoch: [47][332/553] Time 2.444 Data 0.001 Err 0.2360 top1 5.469 top5 0.781 | Epoch: [47][333/553] Time 2.435 Data 0.001 Err 0.2727 top1 6.250 top5 2.344 | Epoch: [47][334/553] Time 2.442 Data 0.001 Err 0.1645 top1 3.906 top5 0.000 | Epoch: [47][335/553] Time 2.458 Data 0.001 Err 0.3027 top1 7.812 top5 2.344 | Epoch: [47][336/553] Time 2.445 Data 0.001 Err 0.2780 top1 7.031 top5 3.906 | Epoch: [47][337/553] Time 2.473 Data 0.000 Err 0.1810 top1 4.688 top5 0.781 | Epoch: [47][338/553] Time 2.514 Data 0.001 Err 0.3108 top1 7.031 top5 2.344 | Epoch: [47][339/553] Time 2.452 Data 0.001 Err 0.3631 top1 7.031 top5 4.688 | Epoch: [47][340/553] Time 2.455 Data 0.001 Err 0.3868 top1 9.375 top5 4.688 | Epoch: [47][341/553] Time 2.474 Data 0.001 Err 0.3128 top1 8.594 top5 1.562 | Epoch: [47][342/553] Time 2.452 Data 0.001 Err 0.4134 top1 11.719 top5 3.906 | Epoch: [47][343/553] Time 2.480 Data 0.001 Err 0.4682 top1 12.500 top5 4.688 | Epoch: [47][344/553] Time 2.466 Data 0.004 Err 0.3094 top1 10.156 top5 0.781 | Epoch: [47][345/553] Time 2.480 Data 0.001 Err 0.4304 top1 9.375 top5 4.688 | Epoch: [47][346/553] Time 2.525 Data 0.001 Err 0.2211 top1 4.688 top5 1.562 | Epoch: [47][347/553] Time 2.481 Data 0.001 Err 0.1475 top1 2.344 top5 0.000 | Epoch: [47][348/553] Time 2.441 Data 0.001 Err 0.3468 top1 7.812 top5 3.125 | Epoch: [47][349/553] Time 2.481 Data 0.001 Err 0.4050 top1 11.719 top5 2.344 | Epoch: [47][350/553] Time 2.450 Data 0.001 Err 0.3420 top1 8.594 top5 1.562 | Epoch: [47][351/553] Time 2.477 Data 0.001 Err 0.2407 top1 7.812 top5 0.781 | Epoch: [47][352/553] Time 2.479 Data 0.001 Err 0.3854 top1 11.719 top5 3.906 | Epoch: [47][353/553] Time 2.488 Data 0.001 Err 0.2613 top1 5.469 top5 1.562 | Epoch: [47][354/553] Time 2.465 Data 0.001 Err 0.3754 top1 10.156 top5 2.344 | Epoch: [47][355/553] Time 2.455 Data 0.001 Err 0.1601 top1 4.688 top5 0.781 | Epoch: [47][356/553] Time 2.508 Data 0.001 Err 0.2747 top1 7.031 top5 1.562 | Epoch: [47][357/553] Time 2.446 Data 0.001 Err 0.3358 top1 7.031 top5 2.344 | Epoch: [47][358/553] Time 2.462 Data 0.001 Err 0.2177 top1 7.812 top5 2.344 | Epoch: [47][359/553] Time 2.461 Data 0.001 Err 0.1623 top1 3.906 top5 0.000 | Epoch: [47][360/553] Time 2.447 Data 0.001 Err 0.3228 top1 10.938 top5 2.344 | Epoch: [47][361/553] Time 2.487 Data 0.001 Err 0.3429 top1 9.375 top5 1.562 | Epoch: [47][362/553] Time 2.466 Data 0.001 Err 0.2470 top1 8.594 top5 0.000 | Epoch: [47][363/553] Time 2.466 Data 0.004 Err 0.3341 top1 10.156 top5 3.906 | Epoch: [47][364/553] Time 2.441 Data 0.000 Err 0.3564 top1 9.375 top5 3.125 | Epoch: [47][365/553] Time 2.474 Data 0.001 Err 0.2370 top1 7.031 top5 0.781 | Epoch: [47][366/553] Time 2.452 Data 0.001 Err 0.3721 top1 10.156 top5 3.125 | Epoch: [47][367/553] Time 2.433 Data 0.001 Err 0.2618 top1 6.250 top5 0.781 | Epoch: [47][368/553] Time 2.460 Data 0.001 Err 0.2152 top1 6.250 top5 0.000 | Epoch: [47][369/553] Time 2.484 Data 0.001 Err 0.4260 top1 13.281 top5 3.125 | Epoch: [47][370/553] Time 2.501 Data 0.000 Err 0.2688 top1 6.250 top5 0.781 | Epoch: [47][371/553] Time 2.491 Data 0.001 Err 0.3062 top1 8.594 top5 1.562 | Epoch: [47][372/553] Time 2.438 Data 0.001 Err 0.3441 top1 11.719 top5 0.781 | Epoch: [47][373/553] Time 2.450 Data 0.001 Err 0.2997 top1 6.250 top5 3.125 | Epoch: [47][374/553] Time 2.477 Data 0.001 Err 0.3757 top1 9.375 top5 3.125 | Epoch: [47][375/553] Time 2.496 Data 0.001 Err 0.2496 top1 6.250 top5 1.562 | Epoch: [47][376/553] Time 2.448 Data 0.001 Err 0.2518 top1 6.250 top5 0.000 | Epoch: [47][377/553] Time 2.437 Data 0.000 Err 0.3974 top1 11.719 top5 1.562 | Epoch: [47][378/553] Time 2.528 Data 0.001 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [47][379/553] Time 2.482 Data 0.001 Err 0.1721 top1 4.688 top5 0.781 | Epoch: [47][380/553] Time 2.456 Data 0.001 Err 0.2719 top1 7.812 top5 0.781 | Epoch: [47][381/553] Time 2.435 Data 0.001 Err 0.3358 top1 8.594 top5 3.125 | Epoch: [47][382/553] Time 2.467 Data 0.004 Err 0.4234 top1 11.719 top5 3.125 | Epoch: [47][383/553] Time 2.437 Data 0.001 Err 0.3334 top1 9.375 top5 2.344 | Epoch: [47][384/553] Time 2.453 Data 0.001 Err 0.2945 top1 7.812 top5 2.344 | Epoch: [47][385/553] Time 2.449 Data 0.001 Err 0.2036 top1 5.469 top5 0.000 | Epoch: [47][386/553] Time 2.519 Data 0.001 Err 0.4269 top1 11.719 top5 4.688 | Epoch: [47][387/553] Time 2.449 Data 0.001 Err 0.1330 top1 3.906 top5 0.000 | Epoch: [47][388/553] Time 2.453 Data 0.001 Err 0.4116 top1 12.500 top5 3.125 | Epoch: [47][389/553] Time 2.516 Data 0.001 Err 0.4491 top1 11.719 top5 3.125 | Epoch: [47][390/553] Time 2.450 Data 0.001 Err 0.3415 top1 7.812 top5 2.344 | Epoch: [47][391/553] Time 2.446 Data 0.001 Err 0.5196 top1 10.938 top5 5.469 | Epoch: [47][392/553] Time 2.451 Data 0.001 Err 0.3162 top1 7.812 top5 2.344 | Epoch: [47][393/553] Time 2.495 Data 0.001 Err 0.3204 top1 10.156 top5 1.562 | Epoch: [47][394/553] Time 2.445 Data 0.001 Err 0.4790 top1 13.281 top5 5.469 | Epoch: [47][395/553] Time 2.445 Data 0.000 Err 0.4514 top1 12.500 top5 4.688 | Epoch: [47][396/553] Time 2.451 Data 0.001 Err 0.3196 top1 8.594 top5 2.344 | Epoch: [47][397/553] Time 2.447 Data 0.001 Err 0.2465 top1 6.250 top5 1.562 | Epoch: [47][398/553] Time 2.449 Data 0.001 Err 0.3104 top1 9.375 top5 2.344 | Epoch: [47][399/553] Time 2.450 Data 0.000 Err 0.3196 top1 9.375 top5 2.344 | Epoch: [47][400/553] Time 2.445 Data 0.001 Err 0.4005 top1 10.938 top5 3.125 | Epoch: [47][401/553] Time 2.443 Data 0.002 Err 0.2534 top1 7.031 top5 2.344 | Epoch: [47][402/553] Time 2.440 Data 0.001 Err 0.3637 top1 10.156 top5 4.688 | Epoch: [47][403/553] Time 2.490 Data 0.001 Err 0.2092 top1 5.469 top5 0.781 | Epoch: [47][404/553] Time 2.449 Data 0.001 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [47][405/553] Time 2.459 Data 0.001 Err 0.3411 top1 10.156 top5 2.344 | Epoch: [47][406/553] Time 2.431 Data 0.001 Err 0.3481 top1 10.156 top5 3.906 | Epoch: [47][407/553] Time 2.450 Data 0.001 Err 0.3310 top1 10.156 top5 1.562 | Epoch: [47][408/553] Time 2.440 Data 0.001 Err 0.3031 top1 5.469 top5 3.125 | Epoch: [47][409/553] Time 2.445 Data 0.001 Err 0.2402 top1 7.031 top5 2.344 | Epoch: [47][410/553] Time 2.441 Data 0.001 Err 0.4292 top1 10.938 top5 3.906 | Epoch: [47][411/553] Time 2.441 Data 0.001 Err 0.1313 top1 3.906 top5 1.562 | Epoch: [47][412/553] Time 2.448 Data 0.001 Err 0.2429 top1 6.250 top5 1.562 | Epoch: [47][413/553] Time 2.447 Data 0.002 Err 0.3377 top1 9.375 top5 3.125 | Epoch: [47][414/553] Time 2.528 Data 0.001 Err 0.2353 top1 4.688 top5 1.562 | Epoch: [47][415/553] Time 2.457 Data 0.001 Err 0.2188 top1 6.250 top5 2.344 | Epoch: [47][416/553] Time 2.492 Data 0.001 Err 0.2826 top1 8.594 top5 1.562 | Epoch: [47][417/553] Time 2.473 Data 0.001 Err 0.1759 top1 3.125 top5 0.781 | Epoch: [47][418/553] Time 2.444 Data 0.001 Err 0.2588 top1 7.812 top5 2.344 | Epoch: [47][419/553] Time 2.442 Data 0.001 Err 0.2942 top1 6.250 top5 1.562 | Epoch: [47][420/553] Time 2.444 Data 0.004 Err 0.2271 top1 6.250 top5 0.781 | Epoch: [47][421/553] Time 2.483 Data 0.001 Err 0.2834 top1 8.594 top5 2.344 | Epoch: [47][422/553] Time 2.510 Data 0.001 Err 0.3894 top1 14.062 top5 2.344 | Epoch: [47][423/553] Time 2.447 Data 0.001 Err 0.3175 top1 8.594 top5 3.125 | Epoch: [47][424/553] Time 2.506 Data 0.000 Err 0.3546 top1 8.594 top5 3.906 | Epoch: [47][425/553] Time 2.486 Data 0.000 Err 0.3206 top1 6.250 top5 5.469 | Epoch: [47][426/553] Time 2.456 Data 0.001 Err 0.4513 top1 13.281 top5 3.125 | Epoch: [47][427/553] Time 2.432 Data 0.001 Err 0.2980 top1 7.031 top5 2.344 | Epoch: [47][428/553] Time 2.455 Data 0.001 Err 0.3809 top1 10.156 top5 3.906 | Epoch: [47][429/553] Time 2.490 Data 0.001 Err 0.2696 top1 7.031 top5 2.344 | Epoch: [47][430/553] Time 2.520 Data 0.001 Err 0.4279 top1 10.938 top5 4.688 | Epoch: [47][431/553] Time 2.509 Data 0.001 Err 0.3630 top1 8.594 top5 2.344 | Epoch: [47][432/553] Time 2.438 Data 0.001 Err 0.3629 top1 9.375 top5 3.906 | Epoch: [47][433/553] Time 2.472 Data 0.001 Err 0.2801 top1 7.031 top5 3.906 | Epoch: [47][434/553] Time 2.442 Data 0.000 Err 0.2860 top1 5.469 top5 1.562 | Epoch: [47][435/553] Time 2.441 Data 0.001 Err 0.2607 top1 6.250 top5 3.125 | Epoch: [47][436/553] Time 2.479 Data 0.001 Err 0.2899 top1 7.031 top5 2.344 | Epoch: [47][437/553] Time 2.481 Data 0.000 Err 0.2043 top1 4.688 top5 2.344 | Epoch: [47][438/553] Time 2.477 Data 0.001 Err 0.4017 top1 7.031 top5 3.906 | Epoch: [47][439/553] Time 2.444 Data 0.004 Err 0.4196 top1 12.500 top5 3.125 | Epoch: [47][440/553] Time 2.489 Data 0.001 Err 0.2213 top1 7.031 top5 0.000 | Epoch: [47][441/553] Time 2.449 Data 0.001 Err 0.3090 top1 7.812 top5 3.125 | Epoch: [47][442/553] Time 2.444 Data 0.001 Err 0.1964 top1 4.688 top5 0.781 | Epoch: [47][443/553] Time 2.471 Data 0.001 Err 0.2700 top1 8.594 top5 0.781 | Epoch: [47][444/553] Time 2.464 Data 0.001 Err 0.2160 top1 4.688 top5 0.781 | Epoch: [47][445/553] Time 2.488 Data 0.001 Err 0.3100 top1 8.594 top5 2.344 | Epoch: [47][446/553] Time 2.462 Data 0.001 Err 0.4058 top1 12.500 top5 1.562 | Epoch: [47][447/553] Time 2.463 Data 0.000 Err 0.1919 top1 6.250 top5 1.562 | Epoch: [47][448/553] Time 2.442 Data 0.001 Err 0.2886 top1 5.469 top5 3.125 | Epoch: [47][449/553] Time 2.475 Data 0.001 Err 0.3375 top1 10.156 top5 3.125 | Epoch: [47][450/553] Time 2.441 Data 0.001 Err 0.2968 top1 7.031 top5 3.906 | Epoch: [47][451/553] Time 2.453 Data 0.001 Err 0.3394 top1 8.594 top5 4.688 | Epoch: [47][452/553] Time 2.447 Data 0.001 Err 0.4380 top1 7.812 top5 3.906 | Epoch: [47][453/553] Time 2.443 Data 0.001 Err 0.2891 top1 7.812 top5 1.562 | Epoch: [47][454/553] Time 2.489 Data 0.001 Err 0.1724 top1 4.688 top5 0.781 | Epoch: [47][455/553] Time 2.439 Data 0.001 Err 0.3423 top1 8.594 top5 4.688 | Epoch: [47][456/553] Time 2.439 Data 0.001 Err 0.5795 top1 14.844 top5 7.031 | Epoch: [47][457/553] Time 2.451 Data 0.001 Err 0.3534 top1 7.812 top5 2.344 | Epoch: [47][458/553] Time 2.515 Data 0.001 Err 0.2300 top1 7.031 top5 0.781 | Epoch: [47][459/553] Time 2.443 Data 0.001 Err 0.3946 top1 10.156 top5 4.688 | Epoch: [47][460/553] Time 2.442 Data 0.000 Err 0.2933 top1 10.156 top5 2.344 | Epoch: [47][461/553] Time 2.500 Data 0.001 Err 0.3086 top1 7.812 top5 0.781 | Epoch: [47][462/553] Time 2.482 Data 0.001 Err 0.3811 top1 10.156 top5 2.344 | Epoch: [47][463/553] Time 2.453 Data 0.001 Err 0.2820 top1 11.719 top5 1.562 | Epoch: [47][464/553] Time 2.474 Data 0.001 Err 0.2786 top1 8.594 top5 2.344 | Epoch: [47][465/553] Time 2.448 Data 0.001 Err 0.2289 top1 4.688 top5 0.781 | Epoch: [47][466/553] Time 2.434 Data 0.001 Err 0.5075 top1 12.500 top5 3.906 | Epoch: [47][467/553] Time 2.442 Data 0.001 Err 0.3873 top1 11.719 top5 1.562 | Epoch: [47][468/553] Time 2.448 Data 0.001 Err 0.3095 top1 9.375 top5 1.562 | Epoch: [47][469/553] Time 2.451 Data 0.001 Err 0.3519 top1 7.812 top5 3.125 | Epoch: [47][470/553] Time 2.521 Data 0.001 Err 0.2978 top1 7.812 top5 2.344 | Epoch: [47][471/553] Time 2.445 Data 0.001 Err 0.2635 top1 6.250 top5 0.781 | Epoch: [47][472/553] Time 2.469 Data 0.001 Err 0.2719 top1 6.250 top5 1.562 | Epoch: [47][473/553] Time 2.446 Data 0.001 Err 0.2978 top1 7.031 top5 2.344 | Epoch: [47][474/553] Time 2.485 Data 0.001 Err 0.4725 top1 11.719 top5 6.250 | Epoch: [47][475/553] Time 2.451 Data 0.001 Err 0.2345 top1 4.688 top5 0.000 | Epoch: [47][476/553] Time 2.476 Data 0.001 Err 0.3066 top1 7.812 top5 0.781 | Epoch: [47][477/553] Time 2.437 Data 0.005 Err 0.3399 top1 9.375 top5 2.344 | Epoch: [47][478/553] Time 2.443 Data 0.001 Err 0.4121 top1 11.719 top5 3.906 | Epoch: [47][479/553] Time 2.436 Data 0.001 Err 0.2721 top1 7.812 top5 3.125 | Epoch: [47][480/553] Time 2.441 Data 0.001 Err 0.1770 top1 2.344 top5 0.000 | Epoch: [47][481/553] Time 2.447 Data 0.001 Err 0.2687 top1 8.594 top5 1.562 | Epoch: [47][482/553] Time 2.469 Data 0.001 Err 0.2315 top1 5.469 top5 2.344 | Epoch: [47][483/553] Time 2.442 Data 0.001 Err 0.3139 top1 9.375 top5 0.781 | Epoch: [47][484/553] Time 2.475 Data 0.001 Err 0.2676 top1 7.812 top5 3.125 | Epoch: [47][485/553] Time 2.454 Data 0.001 Err 0.2827 top1 7.812 top5 1.562 | Epoch: [47][486/553] Time 2.475 Data 0.001 Err 0.2406 top1 5.469 top5 1.562 | Epoch: [47][487/553] Time 2.439 Data 0.001 Err 0.2162 top1 4.688 top5 2.344 | Epoch: [47][488/553] Time 2.440 Data 0.001 Err 0.1285 top1 4.688 top5 0.781 | Epoch: [47][489/553] Time 2.487 Data 0.001 Err 0.1938 top1 4.688 top5 0.781 | Epoch: [47][490/553] Time 2.459 Data 0.001 Err 0.1928 top1 6.250 top5 0.781 | Epoch: [47][491/553] Time 2.446 Data 0.001 Err 0.2526 top1 6.250 top5 2.344 | Epoch: [47][492/553] Time 2.483 Data 0.001 Err 0.0974 top1 1.562 top5 0.781 | Epoch: [47][493/553] Time 2.455 Data 0.001 Err 0.1251 top1 1.562 top5 0.000 | Epoch: [47][494/553] Time 2.446 Data 0.001 Err 0.2896 top1 10.156 top5 2.344 | Epoch: [47][495/553] Time 2.438 Data 0.001 Err 0.2110 top1 5.469 top5 0.000 | Epoch: [47][496/553] Time 2.460 Data 0.004 Err 0.3077 top1 7.812 top5 1.562 | Epoch: [47][497/553] Time 2.495 Data 0.001 Err 0.2376 top1 7.812 top5 1.562 | Epoch: [47][498/553] Time 2.450 Data 0.001 Err 0.3632 top1 9.375 top5 3.125 | Epoch: [47][499/553] Time 2.444 Data 0.001 Err 0.3053 top1 7.812 top5 3.906 | Epoch: [47][500/553] Time 2.467 Data 0.001 Err 0.4468 top1 11.719 top5 3.906 | Epoch: [47][501/553] Time 2.474 Data 0.001 Err 0.3132 top1 8.594 top5 1.562 | Epoch: [47][502/553] Time 2.443 Data 0.001 Err 0.4221 top1 10.156 top5 3.906 | Epoch: [47][503/553] Time 2.457 Data 0.001 Err 0.3953 top1 10.156 top5 4.688 | Epoch: [47][504/553] Time 2.447 Data 0.001 Err 0.3010 top1 8.594 top5 2.344 | Epoch: [47][505/553] Time 2.437 Data 0.001 Err 0.2320 top1 4.688 top5 1.562 | Epoch: [47][506/553] Time 2.447 Data 0.001 Err 0.3214 top1 9.375 top5 3.125 | Epoch: [47][507/553] Time 2.440 Data 0.001 Err 0.3974 top1 8.594 top5 3.125 | Epoch: [47][508/553] Time 2.472 Data 0.001 Err 0.3916 top1 10.156 top5 3.906 | Epoch: [47][509/553] Time 2.471 Data 0.001 Err 0.2746 top1 5.469 top5 1.562 | Epoch: [47][510/553] Time 2.441 Data 0.001 Err 0.2832 top1 8.594 top5 1.562 | Epoch: [47][511/553] Time 2.446 Data 0.001 Err 0.3351 top1 8.594 top5 2.344 | Epoch: [47][512/553] Time 2.486 Data 0.001 Err 0.2301 top1 5.469 top5 0.781 | Epoch: [47][513/553] Time 2.487 Data 0.000 Err 0.2596 top1 7.031 top5 2.344 | Epoch: [47][514/553] Time 2.448 Data 0.001 Err 0.2704 top1 7.812 top5 0.781 | Epoch: [47][515/553] Time 2.475 Data 0.004 Err 0.1715 top1 4.688 top5 0.781 | Epoch: [47][516/553] Time 2.459 Data 0.001 Err 0.3433 top1 8.594 top5 2.344 | Epoch: [47][517/553] Time 2.476 Data 0.001 Err 0.2475 top1 7.812 top5 1.562 | Epoch: [47][518/553] Time 2.454 Data 0.000 Err 0.2287 top1 6.250 top5 1.562 | Epoch: [47][519/553] Time 2.442 Data 0.001 Err 0.2110 top1 6.250 top5 0.781 | Epoch: [47][520/553] Time 2.440 Data 0.001 Err 0.3067 top1 8.594 top5 2.344 | Epoch: [47][521/553] Time 2.461 Data 0.001 Err 0.2954 top1 7.812 top5 1.562 | Epoch: [47][522/553] Time 2.448 Data 0.001 Err 0.2401 top1 4.688 top5 1.562 | Epoch: [47][523/553] Time 2.489 Data 0.001 Err 0.2239 top1 6.250 top5 1.562 | Epoch: [47][524/553] Time 2.477 Data 0.001 Err 0.2473 top1 6.250 top5 1.562 | Epoch: [47][525/553] Time 2.473 Data 0.001 Err 0.3860 top1 10.938 top5 3.125 | Epoch: [47][526/553] Time 2.456 Data 0.001 Err 0.2259 top1 7.812 top5 0.781 | Epoch: [47][527/553] Time 2.440 Data 0.001 Err 0.2487 top1 7.812 top5 0.781 | Epoch: [47][528/553] Time 2.450 Data 0.001 Err 0.3863 top1 10.156 top5 3.125 | Epoch: [47][529/553] Time 2.443 Data 0.001 Err 0.1920 top1 6.250 top5 0.000 | Epoch: [47][530/553] Time 2.469 Data 0.001 Err 0.5052 top1 10.938 top5 6.250 | Epoch: [47][531/553] Time 2.446 Data 0.001 Err 0.2871 top1 7.812 top5 1.562 | Epoch: [47][532/553] Time 2.492 Data 0.001 Err 0.3364 top1 9.375 top5 3.125 | Epoch: [47][533/553] Time 2.453 Data 0.001 Err 0.3180 top1 9.375 top5 2.344 | Epoch: [47][534/553] Time 2.452 Data 0.001 Err 0.3616 top1 7.031 top5 2.344 | Epoch: [47][535/553] Time 2.489 Data 0.001 Err 0.2535 top1 7.812 top5 1.562 | Epoch: [47][536/553] Time 2.435 Data 0.001 Err 0.5345 top1 17.969 top5 3.906 | Epoch: [47][537/553] Time 2.444 Data 0.001 Err 0.3547 top1 8.594 top5 3.125 | Epoch: [47][538/553] Time 2.481 Data 0.001 Err 0.2491 top1 9.375 top5 0.781 | Epoch: [47][539/553] Time 2.495 Data 0.001 Err 0.2505 top1 7.031 top5 1.562 | Epoch: [47][540/553] Time 2.448 Data 0.001 Err 0.3248 top1 8.594 top5 3.125 | Epoch: [47][541/553] Time 2.468 Data 0.001 Err 0.3507 top1 7.812 top5 3.125 | Epoch: [47][542/553] Time 2.474 Data 0.001 Err 0.1767 top1 3.906 top5 0.781 | Epoch: [47][543/553] Time 2.455 Data 0.000 Err 0.2467 top1 7.031 top5 0.781 | Epoch: [47][544/553] Time 2.458 Data 0.000 Err 0.2534 top1 8.594 top5 0.781 | Epoch: [47][545/553] Time 2.494 Data 0.000 Err 0.2604 top1 7.812 top5 3.125 | Epoch: [47][546/553] Time 2.445 Data 0.000 Err 0.1532 top1 3.906 top5 0.000 | Epoch: [47][547/553] Time 2.448 Data 0.000 Err 0.3961 top1 10.156 top5 5.469 | Epoch: [47][548/553] Time 2.447 Data 0.000 Err 0.2391 top1 7.031 top5 1.562 | Epoch: [47][549/553] Time 2.454 Data 0.000 Err 0.2718 top1 7.031 top5 1.562 | Epoch: [47][550/553] Time 2.451 Data 0.000 Err 0.1888 top1 5.469 top5 0.781 | Epoch: [47][551/553] Time 2.485 Data 0.000 Err 0.2076 top1 7.031 top5 2.344 | Epoch: [47][552/553] Time 2.439 Data 0.000 Err 0.2524 top1 7.812 top5 0.781 | Epoch: [47][553/553] Time 1.033 Data 0.000 Err 0.5761 top1 13.636 top5 9.091 | Test: [47][1/198] Time 2.523 Data 1.799 top1 14.062 ( 14.062) top5 4.688 ( 4.688) | Test: [47][2/198] Time 0.719 Data 0.001 top1 10.938 ( 12.500) top5 0.781 ( 2.734) | Test: [47][3/198] Time 0.725 Data 0.001 top1 10.938 ( 11.979) top5 2.344 ( 2.604) | Test: [47][4/198] Time 0.718 Data 0.001 top1 10.156 ( 11.523) top5 2.344 ( 2.539) | Test: [47][5/198] Time 0.725 Data 0.002 top1 17.969 ( 12.812) top5 1.562 ( 2.344) | Test: [47][6/198] Time 0.743 Data 0.003 top1 15.625 ( 13.281) top5 4.688 ( 2.734) | Test: [47][7/198] Time 0.723 Data 0.001 top1 15.625 ( 13.616) top5 6.250 ( 3.237) | Test: [47][8/198] Time 0.732 Data 0.001 top1 11.719 ( 13.379) top5 3.125 ( 3.223) | Test: [47][9/198] Time 0.724 Data 0.001 top1 11.719 ( 13.194) top5 3.125 ( 3.212) | Test: [47][10/198] Time 0.721 Data 0.001 top1 12.500 ( 13.125) top5 3.125 ( 3.203) | Test: [47][11/198] Time 0.719 Data 0.001 top1 7.812 ( 12.642) top5 0.000 ( 2.912) | Test: [47][12/198] Time 0.713 Data 0.001 top1 11.719 ( 12.565) top5 2.344 ( 2.865) | Test: [47][13/198] Time 0.732 Data 0.001 top1 10.938 ( 12.440) top5 0.781 ( 2.704) | Test: [47][14/198] Time 0.744 Data 0.001 top1 11.719 ( 12.388) top5 3.906 ( 2.790) | Test: [47][15/198] Time 0.729 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 2.812) | Test: [47][16/198] Time 0.808 Data 0.001 top1 10.938 ( 12.402) top5 3.125 ( 2.832) | Test: [47][17/198] Time 0.776 Data 0.001 top1 11.719 ( 12.362) top5 2.344 ( 2.803) | Test: [47][18/198] Time 0.728 Data 0.001 top1 14.062 ( 12.457) top5 0.781 ( 2.691) | Test: [47][19/198] Time 0.729 Data 0.001 top1 14.844 ( 12.582) top5 1.562 ( 2.632) | Test: [47][20/198] Time 0.721 Data 0.001 top1 13.281 ( 12.617) top5 0.781 ( 2.539) | Test: [47][21/198] Time 0.715 Data 0.001 top1 14.062 ( 12.686) top5 3.125 ( 2.567) | Test: [47][22/198] Time 0.721 Data 0.001 top1 8.594 ( 12.500) top5 2.344 ( 2.557) | Test: [47][23/198] Time 0.718 Data 0.001 top1 8.594 ( 12.330) top5 1.562 ( 2.514) | Test: [47][24/198] Time 0.736 Data 0.001 top1 11.719 ( 12.305) top5 3.125 ( 2.539) | Test: [47][25/198] Time 0.758 Data 0.001 top1 7.812 ( 12.125) top5 2.344 ( 2.531) | Test: [47][26/198] Time 0.775 Data 0.001 top1 8.594 ( 11.989) top5 0.781 ( 2.464) | Test: [47][27/198] Time 0.738 Data 0.001 top1 12.500 ( 12.008) top5 3.125 ( 2.488) | Test: [47][28/198] Time 0.745 Data 0.001 top1 16.406 ( 12.165) top5 1.562 ( 2.455) | Test: [47][29/198] Time 0.726 Data 0.001 top1 11.719 ( 12.150) top5 0.781 ( 2.398) | Test: [47][30/198] Time 0.719 Data 0.001 top1 13.281 ( 12.188) top5 2.344 ( 2.396) | Test: [47][31/198] Time 0.721 Data 0.001 top1 12.500 ( 12.198) top5 2.344 ( 2.394) | Test: [47][32/198] Time 0.783 Data 0.001 top1 10.156 ( 12.134) top5 3.125 ( 2.417) | Test: [47][33/198] Time 0.765 Data 0.001 top1 13.281 ( 12.169) top5 1.562 ( 2.391) | Test: [47][34/198] Time 0.746 Data 0.001 top1 13.281 ( 12.201) top5 2.344 ( 2.390) | Test: [47][35/198] Time 0.744 Data 0.001 top1 10.938 ( 12.165) top5 1.562 ( 2.366) | Test: [47][36/198] Time 0.720 Data 0.001 top1 8.594 ( 12.066) top5 2.344 ( 2.365) | Test: [47][37/198] Time 0.729 Data 0.001 top1 9.375 ( 11.993) top5 0.781 ( 2.323) | Test: [47][38/198] Time 0.731 Data 0.001 top1 8.594 ( 11.904) top5 1.562 ( 2.303) | Test: [47][39/198] Time 0.776 Data 0.001 top1 15.625 ( 11.999) top5 2.344 ( 2.304) | Test: [47][40/198] Time 0.724 Data 0.001 top1 11.719 ( 11.992) top5 2.344 ( 2.305) | Test: [47][41/198] Time 0.732 Data 0.001 top1 15.625 ( 12.081) top5 2.344 ( 2.306) | Test: [47][42/198] Time 0.828 Data 0.001 top1 13.281 ( 12.109) top5 3.906 ( 2.344) | Test: [47][43/198] Time 0.782 Data 0.001 top1 6.250 ( 11.973) top5 0.000 ( 2.289) | Test: [47][44/198] Time 0.722 Data 0.001 top1 14.062 ( 12.021) top5 2.344 ( 2.290) | Test: [47][45/198] Time 0.731 Data 0.001 top1 14.062 ( 12.066) top5 0.781 ( 2.257) | Test: [47][46/198] Time 0.725 Data 0.001 top1 14.062 ( 12.109) top5 2.344 ( 2.259) | Test: [47][47/198] Time 0.736 Data 0.001 top1 14.844 ( 12.168) top5 3.906 ( 2.294) | Test: [47][48/198] Time 0.740 Data 0.001 top1 12.500 ( 12.174) top5 2.344 ( 2.295) | Test: [47][49/198] Time 0.755 Data 0.000 top1 7.812 ( 12.085) top5 0.781 ( 2.264) | Test: [47][50/198] Time 0.721 Data 0.001 top1 14.062 ( 12.125) top5 2.344 ( 2.266) | Test: [47][51/198] Time 0.722 Data 0.002 top1 15.625 ( 12.194) top5 3.125 ( 2.282) | Test: [47][52/198] Time 0.721 Data 0.001 top1 9.375 ( 12.139) top5 2.344 ( 2.284) | Test: [47][53/198] Time 0.722 Data 0.001 top1 14.062 ( 12.176) top5 2.344 ( 2.285) | Test: [47][54/198] Time 0.756 Data 0.001 top1 13.281 ( 12.196) top5 3.906 ( 2.315) | Test: [47][55/198] Time 0.820 Data 0.001 top1 10.938 ( 12.173) top5 1.562 ( 2.301) | Test: [47][56/198] Time 0.815 Data 0.001 top1 10.156 ( 12.137) top5 3.125 ( 2.316) | Test: [47][57/198] Time 0.727 Data 0.001 top1 14.844 ( 12.185) top5 3.906 ( 2.344) | Test: [47][58/198] Time 0.760 Data 0.001 top1 11.719 ( 12.177) top5 3.125 ( 2.357) | Test: [47][59/198] Time 0.728 Data 0.001 top1 10.938 ( 12.156) top5 2.344 ( 2.357) | Test: [47][60/198] Time 0.725 Data 0.001 top1 13.281 ( 12.174) top5 4.688 ( 2.396) | Test: [47][61/198] Time 0.723 Data 0.003 top1 10.938 ( 12.154) top5 1.562 ( 2.382) | Test: [47][62/198] Time 0.767 Data 0.003 top1 14.062 ( 12.185) top5 1.562 ( 2.369) | Test: [47][63/198] Time 0.765 Data 0.001 top1 14.844 ( 12.227) top5 1.562 ( 2.356) | Test: [47][64/198] Time 0.751 Data 0.001 top1 12.500 ( 12.231) top5 2.344 ( 2.356) | Test: [47][65/198] Time 0.742 Data 0.001 top1 8.594 ( 12.175) top5 1.562 ( 2.344) | Test: [47][66/198] Time 0.747 Data 0.001 top1 14.062 ( 12.204) top5 3.906 ( 2.367) | Test: [47][67/198] Time 0.730 Data 0.001 top1 14.844 ( 12.243) top5 3.125 ( 2.379) | Test: [47][68/198] Time 0.743 Data 0.000 top1 15.625 ( 12.293) top5 1.562 ( 2.367) | Test: [47][69/198] Time 0.719 Data 0.001 top1 16.406 ( 12.353) top5 0.781 ( 2.344) | Test: [47][70/198] Time 0.797 Data 0.001 top1 11.719 ( 12.344) top5 2.344 ( 2.344) | Test: [47][71/198] Time 0.777 Data 0.001 top1 11.719 ( 12.335) top5 3.125 ( 2.355) | Test: [47][72/198] Time 0.730 Data 0.001 top1 13.281 ( 12.348) top5 1.562 ( 2.344) | Test: [47][73/198] Time 0.737 Data 0.001 top1 10.156 ( 12.318) top5 2.344 ( 2.344) | Test: [47][74/198] Time 0.735 Data 0.001 top1 11.719 ( 12.310) top5 2.344 ( 2.344) | Test: [47][75/198] Time 0.749 Data 0.000 top1 10.938 ( 12.292) top5 1.562 ( 2.333) | Test: [47][76/198] Time 0.775 Data 0.001 top1 11.719 ( 12.284) top5 3.125 ( 2.344) | Test: [47][77/198] Time 0.754 Data 0.001 top1 9.375 ( 12.246) top5 2.344 ( 2.344) | Test: [47][78/198] Time 0.720 Data 0.001 top1 11.719 ( 12.240) top5 3.125 ( 2.354) | Test: [47][79/198] Time 0.721 Data 0.001 top1 8.594 ( 12.193) top5 3.906 ( 2.373) | Test: [47][80/198] Time 0.719 Data 0.001 top1 10.938 ( 12.178) top5 1.562 ( 2.363) | Test: [47][81/198] Time 0.729 Data 0.001 top1 18.750 ( 12.259) top5 3.125 ( 2.373) | Test: [47][82/198] Time 0.728 Data 0.001 top1 3.125 ( 12.147) top5 1.562 ( 2.363) | Test: [47][83/198] Time 0.794 Data 0.001 top1 9.375 ( 12.114) top5 1.562 ( 2.353) | Test: [47][84/198] Time 0.795 Data 0.001 top1 14.062 ( 12.137) top5 1.562 ( 2.344) | Test: [47][85/198] Time 0.771 Data 0.001 top1 16.406 ( 12.188) top5 6.250 ( 2.390) | Test: [47][86/198] Time 0.764 Data 0.001 top1 13.281 ( 12.200) top5 1.562 ( 2.380) | Test: [47][87/198] Time 0.763 Data 0.001 top1 9.375 ( 12.168) top5 3.906 ( 2.398) | Test: [47][88/198] Time 0.724 Data 0.001 top1 14.062 ( 12.189) top5 3.906 ( 2.415) | Test: [47][89/198] Time 0.744 Data 0.001 top1 11.719 ( 12.184) top5 2.344 ( 2.414) | Test: [47][90/198] Time 0.727 Data 0.001 top1 9.375 ( 12.153) top5 2.344 ( 2.413) | Test: [47][91/198] Time 0.721 Data 0.004 top1 12.500 ( 12.157) top5 2.344 ( 2.412) | Test: [47][92/198] Time 0.718 Data 0.000 top1 14.062 ( 12.177) top5 0.781 ( 2.395) | Test: [47][93/198] Time 0.711 Data 0.001 top1 14.062 ( 12.198) top5 1.562 ( 2.386) | Test: [47][94/198] Time 0.722 Data 0.001 top1 11.719 ( 12.192) top5 0.781 ( 2.369) | Test: [47][95/198] Time 0.712 Data 0.001 top1 16.406 ( 12.237) top5 3.125 ( 2.377) | Test: [47][96/198] Time 0.727 Data 0.001 top1 17.188 ( 12.288) top5 3.125 ( 2.384) | Test: [47][97/198] Time 0.721 Data 0.001 top1 18.750 ( 12.355) top5 6.250 ( 2.424) | Test: [47][98/198] Time 0.736 Data 0.000 top1 14.844 ( 12.380) top5 2.344 ( 2.423) | Test: [47][99/198] Time 0.722 Data 0.001 top1 10.156 ( 12.358) top5 2.344 ( 2.423) | Test: [47][100/198] Time 0.720 Data 0.001 top1 11.719 ( 12.352) top5 3.125 ( 2.430) | Test: [47][101/198] Time 0.734 Data 0.001 top1 7.031 ( 12.299) top5 0.781 ( 2.413) | Test: [47][102/198] Time 0.792 Data 0.001 top1 13.281 ( 12.309) top5 0.781 ( 2.397) | Test: [47][103/198] Time 0.788 Data 0.001 top1 16.406 ( 12.348) top5 3.906 ( 2.412) | Test: [47][104/198] Time 0.774 Data 0.001 top1 14.844 ( 12.372) top5 4.688 ( 2.434) | Test: [47][105/198] Time 0.751 Data 0.001 top1 7.812 ( 12.329) top5 0.000 ( 2.411) | Test: [47][106/198] Time 0.721 Data 0.001 top1 12.500 ( 12.330) top5 3.125 ( 2.417) | Test: [47][107/198] Time 0.790 Data 0.001 top1 15.625 ( 12.361) top5 4.688 ( 2.439) | Test: [47][108/198] Time 0.719 Data 0.001 top1 14.844 ( 12.384) top5 2.344 ( 2.438) | Test: [47][109/198] Time 0.743 Data 0.001 top1 9.375 ( 12.357) top5 3.125 ( 2.444) | Test: [47][110/198] Time 0.820 Data 0.001 top1 10.938 ( 12.344) top5 1.562 ( 2.436) | Test: [47][111/198] Time 0.803 Data 0.001 top1 13.281 ( 12.352) top5 2.344 ( 2.435) | Test: [47][112/198] Time 0.806 Data 0.002 top1 14.062 ( 12.367) top5 3.125 ( 2.441) | Test: [47][113/198] Time 0.719 Data 0.001 top1 14.062 ( 12.382) top5 4.688 ( 2.461) | Test: [47][114/198] Time 0.711 Data 0.001 top1 14.844 ( 12.404) top5 4.688 ( 2.481) | Test: [47][115/198] Time 0.724 Data 0.001 top1 9.375 ( 12.378) top5 3.906 ( 2.493) | Test: [47][116/198] Time 0.731 Data 0.001 top1 14.062 ( 12.392) top5 2.344 ( 2.492) | Test: [47][117/198] Time 0.757 Data 0.027 top1 18.750 ( 12.447) top5 3.125 ( 2.497) | Test: [47][118/198] Time 0.799 Data 0.000 top1 11.719 ( 12.440) top5 3.125 ( 2.503) | Test: [47][119/198] Time 0.737 Data 0.001 top1 16.406 ( 12.474) top5 3.125 ( 2.508) | Test: [47][120/198] Time 0.716 Data 0.001 top1 10.938 ( 12.461) top5 0.781 ( 2.493) | Test: [47][121/198] Time 0.721 Data 0.001 top1 14.844 ( 12.481) top5 1.562 ( 2.486) | Test: [47][122/198] Time 0.725 Data 0.001 top1 12.500 ( 12.481) top5 3.125 ( 2.491) | Test: [47][123/198] Time 0.724 Data 0.000 top1 5.469 ( 12.424) top5 0.000 ( 2.471) | Test: [47][124/198] Time 0.724 Data 0.001 top1 8.594 ( 12.393) top5 2.344 ( 2.470) | Test: [47][125/198] Time 0.723 Data 0.000 top1 10.938 ( 12.381) top5 1.562 ( 2.462) | Test: [47][126/198] Time 0.721 Data 0.000 top1 10.156 ( 12.364) top5 0.781 ( 2.449) | Test: [47][127/198] Time 0.726 Data 0.000 top1 14.062 ( 12.377) top5 3.906 ( 2.461) | Test: [47][128/198] Time 0.729 Data 0.000 top1 9.375 ( 12.354) top5 3.125 ( 2.466) | Test: [47][129/198] Time 0.750 Data 0.001 top1 14.844 ( 12.373) top5 0.781 ( 2.453) | Test: [47][130/198] Time 0.724 Data 0.001 top1 10.938 ( 12.362) top5 2.344 ( 2.452) | Test: [47][131/198] Time 0.743 Data 0.001 top1 13.281 ( 12.369) top5 2.344 ( 2.451) | Test: [47][132/198] Time 0.732 Data 0.001 top1 6.250 ( 12.322) top5 0.000 ( 2.433) | Test: [47][133/198] Time 0.724 Data 0.001 top1 14.062 ( 12.336) top5 1.562 ( 2.426) | Test: [47][134/198] Time 0.724 Data 0.001 top1 17.188 ( 12.372) top5 3.906 ( 2.437) | Test: [47][135/198] Time 0.826 Data 0.001 top1 15.625 ( 12.396) top5 4.688 ( 2.454) | Test: [47][136/198] Time 0.804 Data 0.001 top1 8.594 ( 12.368) top5 1.562 ( 2.447) | Test: [47][137/198] Time 0.792 Data 0.001 top1 14.844 ( 12.386) top5 2.344 ( 2.446) | Test: [47][138/198] Time 0.840 Data 0.001 top1 14.062 ( 12.398) top5 2.344 ( 2.446) | Test: [47][139/198] Time 0.812 Data 0.001 top1 11.719 ( 12.393) top5 0.781 ( 2.434) | Test: [47][140/198] Time 0.819 Data 0.001 top1 10.938 ( 12.383) top5 0.781 ( 2.422) | Test: [47][141/198] Time 0.760 Data 0.001 top1 8.594 ( 12.356) top5 4.688 ( 2.438) | Test: [47][142/198] Time 0.722 Data 0.001 top1 16.406 ( 12.384) top5 5.469 ( 2.459) | Test: [47][143/198] Time 0.722 Data 0.001 top1 17.188 ( 12.418) top5 3.906 ( 2.469) | Test: [47][144/198] Time 0.797 Data 0.001 top1 13.281 ( 12.424) top5 3.906 ( 2.479) | Test: [47][145/198] Time 0.812 Data 0.017 top1 14.062 ( 12.435) top5 3.125 ( 2.484) | Test: [47][146/198] Time 0.775 Data 0.001 top1 12.500 ( 12.436) top5 3.125 ( 2.488) | Test: [47][147/198] Time 0.740 Data 0.001 top1 14.062 ( 12.447) top5 0.781 ( 2.477) | Test: [47][148/198] Time 0.728 Data 0.001 top1 10.156 ( 12.431) top5 3.125 ( 2.481) | Test: [47][149/198] Time 0.719 Data 0.000 top1 14.844 ( 12.448) top5 3.125 ( 2.485) | Test: [47][150/198] Time 0.723 Data 0.000 top1 16.406 ( 12.474) top5 3.125 ( 2.490) | Test: [47][151/198] Time 0.718 Data 0.001 top1 13.281 ( 12.479) top5 3.906 ( 2.499) | Test: [47][152/198] Time 0.719 Data 0.001 top1 10.156 ( 12.464) top5 3.125 ( 2.503) | Test: [47][153/198] Time 0.723 Data 0.000 top1 21.094 ( 12.520) top5 3.906 ( 2.512) | Test: [47][154/198] Time 0.726 Data 0.001 top1 13.281 ( 12.525) top5 3.125 ( 2.516) | Test: [47][155/198] Time 0.730 Data 0.001 top1 17.188 ( 12.555) top5 3.125 ( 2.520) | Test: [47][156/198] Time 0.724 Data 0.000 top1 13.281 ( 12.560) top5 2.344 ( 2.519) | Test: [47][157/198] Time 0.747 Data 0.001 top1 12.500 ( 12.560) top5 0.781 ( 2.508) | Test: [47][158/198] Time 0.741 Data 0.001 top1 10.938 ( 12.549) top5 0.781 ( 2.497) | Test: [47][159/198] Time 0.764 Data 0.001 top1 16.406 ( 12.574) top5 4.688 ( 2.511) | Test: [47][160/198] Time 0.738 Data 0.001 top1 16.406 ( 12.598) top5 5.469 ( 2.529) | Test: [47][161/198] Time 0.716 Data 0.001 top1 10.156 ( 12.582) top5 0.781 ( 2.518) | Test: [47][162/198] Time 0.717 Data 0.001 top1 14.844 ( 12.596) top5 3.125 ( 2.522) | Test: [47][163/198] Time 0.715 Data 0.001 top1 14.844 ( 12.610) top5 2.344 ( 2.521) | Test: [47][164/198] Time 0.735 Data 0.001 top1 13.281 ( 12.614) top5 3.125 ( 2.525) | Test: [47][165/198] Time 0.733 Data 0.001 top1 18.750 ( 12.652) top5 2.344 ( 2.524) | Test: [47][166/198] Time 0.741 Data 0.002 top1 7.812 ( 12.622) top5 0.781 ( 2.513) | Test: [47][167/198] Time 0.826 Data 0.001 top1 10.938 ( 12.612) top5 1.562 ( 2.507) | Test: [47][168/198] Time 0.816 Data 0.001 top1 15.625 ( 12.630) top5 2.344 ( 2.507) | Test: [47][169/198] Time 0.786 Data 0.001 top1 10.938 ( 12.620) top5 3.125 ( 2.510) | Test: [47][170/198] Time 0.724 Data 0.001 top1 17.188 ( 12.647) top5 1.562 ( 2.505) | Test: [47][171/198] Time 0.720 Data 0.001 top1 20.312 ( 12.692) top5 5.469 ( 2.522) | Test: [47][172/198] Time 0.730 Data 0.001 top1 10.938 ( 12.682) top5 3.906 ( 2.530) | Test: [47][173/198] Time 0.774 Data 0.001 top1 12.500 ( 12.681) top5 2.344 ( 2.529) | Test: [47][174/198] Time 0.795 Data 0.001 top1 9.375 ( 12.662) top5 0.000 ( 2.514) | Test: [47][175/198] Time 0.732 Data 0.001 top1 17.188 ( 12.688) top5 4.688 ( 2.527) | Test: [47][176/198] Time 0.743 Data 0.007 top1 16.406 ( 12.709) top5 2.344 ( 2.526) | Test: [47][177/198] Time 0.729 Data 0.001 top1 17.188 ( 12.734) top5 6.250 ( 2.547) | Test: [47][178/198] Time 0.719 Data 0.001 top1 14.062 ( 12.741) top5 4.688 ( 2.559) | Test: [47][179/198] Time 0.717 Data 0.001 top1 14.062 ( 12.749) top5 4.688 ( 2.571) | Test: [47][180/198] Time 0.724 Data 0.001 top1 17.188 ( 12.773) top5 3.906 ( 2.578) | Test: [47][181/198] Time 0.725 Data 0.001 top1 15.625 ( 12.789) top5 3.906 ( 2.585) | Test: [47][182/198] Time 0.714 Data 0.001 top1 11.719 ( 12.783) top5 2.344 ( 2.584) | Test: [47][183/198] Time 0.725 Data 0.001 top1 12.500 ( 12.782) top5 0.781 ( 2.574) | Test: [47][184/198] Time 0.730 Data 0.000 top1 15.625 ( 12.797) top5 3.906 ( 2.582) | Test: [47][185/198] Time 0.734 Data 0.001 top1 17.969 ( 12.825) top5 3.906 ( 2.589) | Test: [47][186/198] Time 0.754 Data 0.000 top1 12.500 ( 12.823) top5 3.125 ( 2.592) | Test: [47][187/198] Time 0.765 Data 0.000 top1 15.625 ( 12.838) top5 2.344 ( 2.590) | Test: [47][188/198] Time 0.728 Data 0.000 top1 7.031 ( 12.808) top5 3.125 ( 2.593) | Test: [47][189/198] Time 0.779 Data 0.003 top1 17.188 ( 12.831) top5 1.562 ( 2.588) | Test: [47][190/198] Time 0.740 Data 0.000 top1 10.156 ( 12.817) top5 3.125 ( 2.590) | Test: [47][191/198] Time 0.719 Data 0.000 top1 8.594 ( 12.795) top5 3.125 ( 2.593) | Test: [47][192/198] Time 0.724 Data 0.000 top1 16.406 ( 12.813) top5 5.469 ( 2.608) | Test: [47][193/198] Time 0.730 Data 0.000 top1 14.062 ( 12.820) top5 5.469 ( 2.623) | Test: [47][194/198] Time 0.727 Data 0.000 top1 12.500 ( 12.818) top5 3.906 ( 2.630) | Test: [47][195/198] Time 0.732 Data 0.000 top1 13.281 ( 12.821) top5 0.781 ( 2.620) | Test: [47][196/198] Time 0.256 Data 0.000 top1 11.765 ( 12.815) top5 5.882 ( 2.637) | Test: [47][197/198] Time 0.725 Data 0.000 top1 6.250 ( 12.782) top5 0.781 ( 2.627) | Test: [47][198/198] Time 0.728 Data 0.000 top1 13.281 ( 12.784) top5 1.562 ( 2.622) * Finished epoch # 47 top1: 12.784 top5: 2.622 Epoch 48 => Training epoch # 48 | Epoch: [48][1/553] Time 11.482 Data 8.988 Err 0.2171 top1 7.812 top5 0.781 | Epoch: [48][2/553] Time 4.170 Data 1.738 Err 0.2778 top1 7.812 top5 2.344 | Epoch: [48][3/553] Time 7.244 Data 4.822 Err 0.4030 top1 7.812 top5 2.344 | Epoch: [48][4/553] Time 4.033 Data 1.608 Err 0.3012 top1 10.156 top5 1.562 | Epoch: [48][5/553] Time 2.428 Data 0.000 Err 0.2139 top1 6.250 top5 0.781 | Epoch: [48][6/553] Time 2.492 Data 0.025 Err 0.1761 top1 3.125 top5 0.781 | Epoch: [48][7/553] Time 2.485 Data 0.001 Err 0.2826 top1 10.156 top5 0.000 | Epoch: [48][8/553] Time 2.434 Data 0.001 Err 0.2012 top1 3.906 top5 1.562 | Epoch: [48][9/553] Time 2.432 Data 0.001 Err 0.3205 top1 10.156 top5 2.344 | Epoch: [48][10/553] Time 2.458 Data 0.001 Err 0.2465 top1 6.250 top5 1.562 | Epoch: [48][11/553] Time 2.430 Data 0.001 Err 0.1741 top1 4.688 top5 0.000 | Epoch: [48][12/553] Time 2.438 Data 0.001 Err 0.3678 top1 13.281 top5 2.344 | Epoch: [48][13/553] Time 2.441 Data 0.000 Err 0.3989 top1 10.156 top5 4.688 | Epoch: [48][14/553] Time 2.432 Data 0.000 Err 0.4212 top1 11.719 top5 4.688 | Epoch: [48][15/553] Time 2.430 Data 0.000 Err 0.3257 top1 6.250 top5 3.125 | Epoch: [48][16/553] Time 2.430 Data 0.001 Err 0.2670 top1 8.594 top5 0.781 | Epoch: [48][17/553] Time 7.156 Data 4.650 Err 0.2566 top1 5.469 top5 2.344 | Epoch: [48][18/553] Time 3.508 Data 1.050 Err 0.4328 top1 11.719 top5 3.125 | Epoch: [48][19/553] Time 2.433 Data 0.001 Err 0.2443 top1 7.031 top5 0.781 | Epoch: [48][20/553] Time 2.448 Data 0.001 Err 0.3857 top1 10.938 top5 1.562 | Epoch: [48][21/553] Time 2.449 Data 0.001 Err 0.2234 top1 5.469 top5 2.344 | Epoch: [48][22/553] Time 2.481 Data 0.001 Err 0.3860 top1 9.375 top5 3.125 | Epoch: [48][23/553] Time 2.458 Data 0.001 Err 0.3302 top1 9.375 top5 1.562 | Epoch: [48][24/553] Time 2.442 Data 0.001 Err 0.2388 top1 6.250 top5 1.562 | Epoch: [48][25/553] Time 2.433 Data 0.001 Err 0.2375 top1 7.812 top5 2.344 | Epoch: [48][26/553] Time 2.464 Data 0.001 Err 0.1542 top1 4.688 top5 0.000 | Epoch: [48][27/553] Time 2.433 Data 0.001 Err 0.2535 top1 7.031 top5 2.344 | Epoch: [48][28/553] Time 2.436 Data 0.001 Err 0.2725 top1 9.375 top5 1.562 | Epoch: [48][29/553] Time 2.472 Data 0.001 Err 0.2289 top1 5.469 top5 1.562 | Epoch: [48][30/553] Time 2.475 Data 0.001 Err 0.3350 top1 10.938 top5 1.562 | Epoch: [48][31/553] Time 2.475 Data 0.001 Err 0.2659 top1 7.031 top5 2.344 | Epoch: [48][32/553] Time 2.439 Data 0.000 Err 0.1982 top1 3.906 top5 1.562 | Epoch: [48][33/553] Time 2.437 Data 0.000 Err 0.3464 top1 10.156 top5 2.344 | Epoch: [48][34/553] Time 2.432 Data 0.001 Err 0.3011 top1 7.812 top5 2.344 | Epoch: [48][35/553] Time 2.438 Data 0.001 Err 0.3025 top1 6.250 top5 1.562 | Epoch: [48][36/553] Time 2.438 Data 0.001 Err 0.2877 top1 7.812 top5 3.906 | Epoch: [48][37/553] Time 2.434 Data 0.001 Err 0.3147 top1 8.594 top5 3.125 | Epoch: [48][38/553] Time 2.441 Data 0.001 Err 0.2085 top1 7.812 top5 0.781 | Epoch: [48][39/553] Time 2.436 Data 0.001 Err 0.2491 top1 5.469 top5 1.562 | Epoch: [48][40/553] Time 2.432 Data 0.001 Err 0.3130 top1 7.812 top5 2.344 | Epoch: [48][41/553] Time 2.435 Data 0.001 Err 0.3310 top1 7.812 top5 3.125 | Epoch: [48][42/553] Time 2.445 Data 0.001 Err 0.3333 top1 11.719 top5 3.125 | Epoch: [48][43/553] Time 2.438 Data 0.001 Err 0.2767 top1 7.031 top5 0.781 | Epoch: [48][44/553] Time 2.434 Data 0.001 Err 0.3529 top1 9.375 top5 2.344 | Epoch: [48][45/553] Time 2.446 Data 0.001 Err 0.4693 top1 14.062 top5 3.125 | Epoch: [48][46/553] Time 2.435 Data 0.001 Err 0.4162 top1 9.375 top5 4.688 | Epoch: [48][47/553] Time 2.435 Data 0.001 Err 0.3533 top1 8.594 top5 2.344 | Epoch: [48][48/553] Time 2.443 Data 0.001 Err 0.3284 top1 8.594 top5 2.344 | Epoch: [48][49/553] Time 2.442 Data 0.001 Err 0.1966 top1 4.688 top5 1.562 | Epoch: [48][50/553] Time 2.448 Data 0.001 Err 0.2606 top1 9.375 top5 0.781 | Epoch: [48][51/553] Time 2.440 Data 0.001 Err 0.2734 top1 6.250 top5 2.344 | Epoch: [48][52/553] Time 2.441 Data 0.001 Err 0.2747 top1 7.031 top5 3.125 | Epoch: [48][53/553] Time 2.495 Data 0.001 Err 0.2302 top1 3.906 top5 2.344 | Epoch: [48][54/553] Time 2.504 Data 0.001 Err 0.2159 top1 3.906 top5 0.781 | Epoch: [48][55/553] Time 2.447 Data 0.001 Err 0.4403 top1 10.156 top5 4.688 | Epoch: [48][56/553] Time 2.446 Data 0.001 Err 0.2428 top1 7.812 top5 0.781 | Epoch: [48][57/553] Time 2.435 Data 0.001 Err 0.3196 top1 8.594 top5 2.344 | Epoch: [48][58/553] Time 2.468 Data 0.001 Err 0.3178 top1 9.375 top5 2.344 | Epoch: [48][59/553] Time 2.473 Data 0.001 Err 0.3175 top1 8.594 top5 1.562 | Epoch: [48][60/553] Time 2.474 Data 0.001 Err 0.3808 top1 10.938 top5 3.125 | Epoch: [48][61/553] Time 2.441 Data 0.001 Err 0.3409 top1 10.156 top5 3.125 | Epoch: [48][62/553] Time 2.446 Data 0.001 Err 0.1826 top1 6.250 top5 0.000 | Epoch: [48][63/553] Time 2.435 Data 0.001 Err 0.3094 top1 6.250 top5 3.906 | Epoch: [48][64/553] Time 2.439 Data 0.001 Err 0.1938 top1 5.469 top5 1.562 | Epoch: [48][65/553] Time 2.477 Data 0.001 Err 0.1710 top1 4.688 top5 0.781 | Epoch: [48][66/553] Time 2.443 Data 0.001 Err 0.2472 top1 6.250 top5 1.562 | Epoch: [48][67/553] Time 2.441 Data 0.001 Err 0.4833 top1 13.281 top5 3.125 | Epoch: [48][68/553] Time 2.440 Data 0.001 Err 0.3872 top1 10.156 top5 4.688 | Epoch: [48][69/553] Time 2.439 Data 0.001 Err 0.3749 top1 7.812 top5 2.344 | Epoch: [48][70/553] Time 2.448 Data 0.001 Err 0.3359 top1 7.031 top5 3.906 | Epoch: [48][71/553] Time 2.438 Data 0.001 Err 0.3115 top1 8.594 top5 1.562 | Epoch: [48][72/553] Time 2.443 Data 0.001 Err 0.3174 top1 9.375 top5 3.125 | Epoch: [48][73/553] Time 2.437 Data 0.001 Err 0.2126 top1 5.469 top5 1.562 | Epoch: [48][74/553] Time 2.481 Data 0.001 Err 0.2480 top1 6.250 top5 2.344 | Epoch: [48][75/553] Time 2.442 Data 0.001 Err 0.3227 top1 9.375 top5 1.562 | Epoch: [48][76/553] Time 2.454 Data 0.001 Err 0.3007 top1 7.812 top5 3.125 | Epoch: [48][77/553] Time 2.444 Data 0.002 Err 0.2336 top1 6.250 top5 1.562 | Epoch: [48][78/553] Time 2.470 Data 0.001 Err 0.3646 top1 10.938 top5 1.562 | Epoch: [48][79/553] Time 2.436 Data 0.001 Err 0.1669 top1 6.250 top5 1.562 | Epoch: [48][80/553] Time 2.469 Data 0.001 Err 0.3459 top1 10.938 top5 1.562 | Epoch: [48][81/553] Time 2.435 Data 0.001 Err 0.2673 top1 7.031 top5 2.344 | Epoch: [48][82/553] Time 2.474 Data 0.001 Err 0.3041 top1 7.031 top5 3.125 | Epoch: [48][83/553] Time 2.438 Data 0.001 Err 0.3602 top1 9.375 top5 3.125 | Epoch: [48][84/553] Time 2.446 Data 0.001 Err 0.3601 top1 10.156 top5 3.125 | Epoch: [48][85/553] Time 2.463 Data 0.001 Err 0.3681 top1 9.375 top5 3.906 | Epoch: [48][86/553] Time 2.514 Data 0.001 Err 0.1550 top1 3.125 top5 0.781 | Epoch: [48][87/553] Time 2.449 Data 0.001 Err 0.2912 top1 10.156 top5 1.562 | Epoch: [48][88/553] Time 2.438 Data 0.001 Err 0.4126 top1 10.938 top5 3.906 | Epoch: [48][89/553] Time 2.441 Data 0.001 Err 0.3394 top1 9.375 top5 3.125 | Epoch: [48][90/553] Time 2.470 Data 0.001 Err 0.2948 top1 7.812 top5 3.125 | Epoch: [48][91/553] Time 2.437 Data 0.001 Err 0.3562 top1 10.156 top5 4.688 | Epoch: [48][92/553] Time 2.445 Data 0.001 Err 0.2941 top1 9.375 top5 3.125 | Epoch: [48][93/553] Time 2.443 Data 0.001 Err 0.3110 top1 8.594 top5 1.562 | Epoch: [48][94/553] Time 2.438 Data 0.001 Err 0.2133 top1 5.469 top5 0.781 | Epoch: [48][95/553] Time 2.439 Data 0.001 Err 0.3571 top1 12.500 top5 3.125 | Epoch: [48][96/553] Time 2.478 Data 0.001 Err 0.3862 top1 8.594 top5 3.125 | Epoch: [48][97/553] Time 2.435 Data 0.001 Err 0.4682 top1 12.500 top5 4.688 | Epoch: [48][98/553] Time 2.466 Data 0.001 Err 0.2650 top1 7.031 top5 3.125 | Epoch: [48][99/553] Time 2.434 Data 0.001 Err 0.3429 top1 10.156 top5 3.125 | Epoch: [48][100/553] Time 2.491 Data 0.001 Err 0.3728 top1 10.156 top5 3.906 | Epoch: [48][101/553] Time 2.436 Data 0.001 Err 0.1664 top1 4.688 top5 0.000 | Epoch: [48][102/553] Time 2.470 Data 0.001 Err 0.4115 top1 9.375 top5 3.906 | Epoch: [48][103/553] Time 2.437 Data 0.001 Err 0.2125 top1 6.250 top5 0.781 | Epoch: [48][104/553] Time 2.479 Data 0.001 Err 0.1900 top1 5.469 top5 0.000 | Epoch: [48][105/553] Time 2.465 Data 0.001 Err 0.2331 top1 6.250 top5 1.562 | Epoch: [48][106/553] Time 2.438 Data 0.001 Err 0.2657 top1 7.812 top5 3.125 | Epoch: [48][107/553] Time 2.444 Data 0.001 Err 0.3539 top1 10.156 top5 1.562 | Epoch: [48][108/553] Time 2.478 Data 0.001 Err 0.2278 top1 7.812 top5 0.781 | Epoch: [48][109/553] Time 2.454 Data 0.001 Err 0.4645 top1 14.062 top5 3.125 | Epoch: [48][110/553] Time 2.438 Data 0.001 Err 0.3641 top1 10.938 top5 2.344 | Epoch: [48][111/553] Time 2.441 Data 0.001 Err 0.3296 top1 7.812 top5 2.344 | Epoch: [48][112/553] Time 2.460 Data 0.001 Err 0.2998 top1 8.594 top5 3.125 | Epoch: [48][113/553] Time 2.473 Data 0.001 Err 0.2912 top1 9.375 top5 2.344 | Epoch: [48][114/553] Time 2.438 Data 0.001 Err 0.1913 top1 5.469 top5 0.000 | Epoch: [48][115/553] Time 2.437 Data 0.001 Err 0.2921 top1 10.156 top5 2.344 | Epoch: [48][116/553] Time 2.439 Data 0.001 Err 0.3320 top1 11.719 top5 2.344 | Epoch: [48][117/553] Time 2.452 Data 0.001 Err 0.3121 top1 8.594 top5 3.125 | Epoch: [48][118/553] Time 2.472 Data 0.000 Err 0.2741 top1 7.812 top5 1.562 | Epoch: [48][119/553] Time 2.441 Data 0.001 Err 0.2470 top1 6.250 top5 2.344 | Epoch: [48][120/553] Time 2.438 Data 0.001 Err 0.3018 top1 9.375 top5 2.344 | Epoch: [48][121/553] Time 2.440 Data 0.001 Err 0.4933 top1 13.281 top5 7.031 | Epoch: [48][122/553] Time 2.441 Data 0.001 Err 0.2512 top1 4.688 top5 3.125 | Epoch: [48][123/553] Time 2.444 Data 0.001 Err 0.2953 top1 8.594 top5 1.562 | Epoch: [48][124/553] Time 2.440 Data 0.001 Err 0.3168 top1 7.812 top5 3.125 | Epoch: [48][125/553] Time 2.450 Data 0.001 Err 0.2647 top1 5.469 top5 0.781 | Epoch: [48][126/553] Time 2.477 Data 0.001 Err 0.2720 top1 7.031 top5 2.344 | Epoch: [48][127/553] Time 2.455 Data 0.001 Err 0.4048 top1 10.156 top5 3.125 | Epoch: [48][128/553] Time 2.459 Data 0.001 Err 0.3502 top1 9.375 top5 2.344 | Epoch: [48][129/553] Time 2.434 Data 0.001 Err 0.4103 top1 7.812 top5 3.125 | Epoch: [48][130/553] Time 2.520 Data 0.001 Err 0.2100 top1 6.250 top5 0.781 | Epoch: [48][131/553] Time 2.467 Data 0.001 Err 0.3437 top1 8.594 top5 3.125 | Epoch: [48][132/553] Time 2.464 Data 0.001 Err 0.1490 top1 5.469 top5 0.000 | Epoch: [48][133/553] Time 2.449 Data 0.001 Err 0.2533 top1 7.812 top5 0.781 | Epoch: [48][134/553] Time 2.518 Data 0.001 Err 0.2541 top1 6.250 top5 2.344 | Epoch: [48][135/553] Time 2.433 Data 0.001 Err 0.2777 top1 4.688 top5 2.344 | Epoch: [48][136/553] Time 2.472 Data 0.001 Err 0.3593 top1 9.375 top5 3.125 | Epoch: [48][137/553] Time 2.439 Data 0.001 Err 0.2185 top1 4.688 top5 3.125 | Epoch: [48][138/553] Time 2.462 Data 0.001 Err 0.2260 top1 6.250 top5 0.000 | Epoch: [48][139/553] Time 2.451 Data 0.001 Err 0.2178 top1 4.688 top5 1.562 | Epoch: [48][140/553] Time 2.442 Data 0.001 Err 0.2999 top1 8.594 top5 0.781 | Epoch: [48][141/553] Time 2.441 Data 0.001 Err 0.3659 top1 10.156 top5 3.906 | Epoch: [48][142/553] Time 2.464 Data 0.001 Err 0.3391 top1 7.031 top5 3.906 | Epoch: [48][143/553] Time 2.482 Data 0.001 Err 0.2738 top1 7.031 top5 0.781 | Epoch: [48][144/553] Time 2.441 Data 0.001 Err 0.2351 top1 6.250 top5 1.562 | Epoch: [48][145/553] Time 2.435 Data 0.001 Err 0.3171 top1 9.375 top5 3.125 | Epoch: [48][146/553] Time 2.470 Data 0.001 Err 0.3701 top1 10.156 top5 3.906 | Epoch: [48][147/553] Time 2.455 Data 0.001 Err 0.2195 top1 4.688 top5 1.562 | Epoch: [48][148/553] Time 2.508 Data 0.000 Err 0.3765 top1 10.938 top5 3.906 | Epoch: [48][149/553] Time 2.438 Data 0.001 Err 0.3096 top1 7.031 top5 2.344 | Epoch: [48][150/553] Time 2.465 Data 0.001 Err 0.4273 top1 10.938 top5 3.125 | Epoch: [48][151/553] Time 2.445 Data 0.001 Err 0.3861 top1 8.594 top5 3.906 | Epoch: [48][152/553] Time 2.464 Data 0.001 Err 0.3208 top1 9.375 top5 1.562 | Epoch: [48][153/553] Time 2.439 Data 0.001 Err 0.3383 top1 9.375 top5 3.125 | Epoch: [48][154/553] Time 2.505 Data 0.001 Err 0.4167 top1 10.938 top5 3.125 | Epoch: [48][155/553] Time 2.447 Data 0.001 Err 0.3256 top1 9.375 top5 2.344 | Epoch: [48][156/553] Time 2.515 Data 0.001 Err 0.3567 top1 9.375 top5 2.344 | Epoch: [48][157/553] Time 2.479 Data 0.001 Err 0.4379 top1 12.500 top5 3.125 | Epoch: [48][158/553] Time 2.432 Data 0.001 Err 0.2703 top1 7.031 top5 1.562 | Epoch: [48][159/553] Time 2.468 Data 0.001 Err 0.2006 top1 4.688 top5 1.562 | Epoch: [48][160/553] Time 2.453 Data 0.001 Err 0.2874 top1 7.031 top5 1.562 | Epoch: [48][161/553] Time 2.440 Data 0.001 Err 0.3011 top1 7.812 top5 3.906 | Epoch: [48][162/553] Time 2.455 Data 0.001 Err 0.3505 top1 7.812 top5 4.688 | Epoch: [48][163/553] Time 2.511 Data 0.001 Err 0.2049 top1 5.469 top5 1.562 | Epoch: [48][164/553] Time 2.477 Data 0.001 Err 0.2090 top1 6.250 top5 0.781 | Epoch: [48][165/553] Time 2.463 Data 0.001 Err 0.4034 top1 9.375 top5 3.906 | Epoch: [48][166/553] Time 2.434 Data 0.001 Err 0.2508 top1 5.469 top5 1.562 | Epoch: [48][167/553] Time 2.468 Data 0.001 Err 0.2410 top1 7.812 top5 0.781 | Epoch: [48][168/553] Time 2.476 Data 0.001 Err 0.3379 top1 8.594 top5 0.781 | Epoch: [48][169/553] Time 2.464 Data 0.001 Err 0.1242 top1 3.906 top5 0.000 | Epoch: [48][170/553] Time 2.441 Data 0.001 Err 0.2847 top1 4.688 top5 2.344 | Epoch: [48][171/553] Time 2.441 Data 0.001 Err 0.2997 top1 7.031 top5 2.344 | Epoch: [48][172/553] Time 2.436 Data 0.001 Err 0.2811 top1 7.031 top5 1.562 | Epoch: [48][173/553] Time 2.455 Data 0.001 Err 0.3803 top1 9.375 top5 3.906 | Epoch: [48][174/553] Time 2.442 Data 0.001 Err 0.3778 top1 13.281 top5 1.562 | Epoch: [48][175/553] Time 2.506 Data 0.000 Err 0.3485 top1 9.375 top5 2.344 | Epoch: [48][176/553] Time 2.500 Data 0.001 Err 0.3383 top1 11.719 top5 3.125 | Epoch: [48][177/553] Time 2.503 Data 0.001 Err 0.3487 top1 10.156 top5 2.344 | Epoch: [48][178/553] Time 2.440 Data 0.001 Err 0.2587 top1 6.250 top5 1.562 | Epoch: [48][179/553] Time 2.440 Data 0.001 Err 0.3027 top1 6.250 top5 3.125 | Epoch: [48][180/553] Time 2.438 Data 0.001 Err 0.3228 top1 7.031 top5 3.906 | Epoch: [48][181/553] Time 2.450 Data 0.001 Err 0.2528 top1 6.250 top5 2.344 | Epoch: [48][182/553] Time 2.438 Data 0.001 Err 0.3078 top1 7.812 top5 2.344 | Epoch: [48][183/553] Time 2.463 Data 0.001 Err 0.2123 top1 3.906 top5 2.344 | Epoch: [48][184/553] Time 2.474 Data 0.000 Err 0.2946 top1 5.469 top5 0.781 | Epoch: [48][185/553] Time 2.442 Data 0.001 Err 0.2462 top1 6.250 top5 1.562 | Epoch: [48][186/553] Time 2.436 Data 0.001 Err 0.3700 top1 10.938 top5 3.125 | Epoch: [48][187/553] Time 2.440 Data 0.001 Err 0.2414 top1 6.250 top5 1.562 | Epoch: [48][188/553] Time 2.449 Data 0.001 Err 0.2652 top1 7.812 top5 0.781 | Epoch: [48][189/553] Time 2.439 Data 0.001 Err 0.2943 top1 8.594 top5 1.562 | Epoch: [48][190/553] Time 2.438 Data 0.001 Err 0.3186 top1 7.812 top5 2.344 | Epoch: [48][191/553] Time 2.479 Data 0.001 Err 0.3488 top1 9.375 top5 4.688 | Epoch: [48][192/553] Time 2.458 Data 0.001 Err 0.3866 top1 8.594 top5 3.906 | Epoch: [48][193/553] Time 2.435 Data 0.001 Err 0.3765 top1 8.594 top5 3.125 | Epoch: [48][194/553] Time 2.444 Data 0.001 Err 0.3281 top1 10.156 top5 2.344 | Epoch: [48][195/553] Time 2.459 Data 0.001 Err 0.1658 top1 3.906 top5 0.781 | Epoch: [48][196/553] Time 2.466 Data 0.001 Err 0.1501 top1 3.125 top5 0.781 | Epoch: [48][197/553] Time 2.442 Data 0.001 Err 0.2729 top1 7.031 top5 1.562 | Epoch: [48][198/553] Time 2.442 Data 0.001 Err 0.1855 top1 3.125 top5 1.562 | Epoch: [48][199/553] Time 2.508 Data 0.001 Err 0.2994 top1 7.812 top5 2.344 | Epoch: [48][200/553] Time 2.438 Data 0.001 Err 0.3089 top1 7.812 top5 1.562 | Epoch: [48][201/553] Time 2.439 Data 0.001 Err 0.2469 top1 7.812 top5 0.000 | Epoch: [48][202/553] Time 2.436 Data 0.001 Err 0.2928 top1 10.156 top5 3.125 | Epoch: [48][203/553] Time 2.434 Data 0.001 Err 0.2654 top1 6.250 top5 3.125 | Epoch: [48][204/553] Time 2.432 Data 0.001 Err 0.2424 top1 7.812 top5 0.781 | Epoch: [48][205/553] Time 2.434 Data 0.001 Err 0.2780 top1 5.469 top5 1.562 | Epoch: [48][206/553] Time 2.439 Data 0.001 Err 0.3866 top1 11.719 top5 3.906 | Epoch: [48][207/553] Time 2.461 Data 0.001 Err 0.4705 top1 12.500 top5 5.469 | Epoch: [48][208/553] Time 2.480 Data 0.001 Err 0.2435 top1 6.250 top5 1.562 | Epoch: [48][209/553] Time 2.479 Data 0.001 Err 0.2967 top1 8.594 top5 0.781 | Epoch: [48][210/553] Time 2.442 Data 0.001 Err 0.5006 top1 13.281 top5 5.469 | Epoch: [48][211/553] Time 2.437 Data 0.001 Err 0.3365 top1 9.375 top5 3.125 | Epoch: [48][212/553] Time 2.449 Data 0.001 Err 0.2498 top1 5.469 top5 2.344 | Epoch: [48][213/553] Time 2.462 Data 0.001 Err 0.4946 top1 15.625 top5 3.906 | Epoch: [48][214/553] Time 2.441 Data 0.001 Err 0.2638 top1 8.594 top5 2.344 | Epoch: [48][215/553] Time 2.489 Data 0.001 Err 0.3704 top1 10.938 top5 3.125 | Epoch: [48][216/553] Time 2.462 Data 0.001 Err 0.3307 top1 9.375 top5 2.344 | Epoch: [48][217/553] Time 2.438 Data 0.001 Err 0.3979 top1 9.375 top5 3.906 | Epoch: [48][218/553] Time 2.445 Data 0.001 Err 0.3693 top1 9.375 top5 3.906 | Epoch: [48][219/553] Time 2.434 Data 0.001 Err 0.2952 top1 7.031 top5 2.344 | Epoch: [48][220/553] Time 2.450 Data 0.001 Err 0.4833 top1 14.062 top5 5.469 | Epoch: [48][221/553] Time 2.431 Data 0.001 Err 0.3367 top1 9.375 top5 3.906 | Epoch: [48][222/553] Time 2.442 Data 0.001 Err 0.4069 top1 10.938 top5 4.688 | Epoch: [48][223/553] Time 2.472 Data 0.001 Err 0.3594 top1 9.375 top5 3.125 | Epoch: [48][224/553] Time 2.435 Data 0.001 Err 0.3878 top1 10.938 top5 2.344 | Epoch: [48][225/553] Time 2.438 Data 0.000 Err 0.3453 top1 9.375 top5 3.125 | Epoch: [48][226/553] Time 2.443 Data 0.001 Err 0.3187 top1 6.250 top5 3.125 | Epoch: [48][227/553] Time 2.474 Data 0.001 Err 0.4003 top1 11.719 top5 3.906 | Epoch: [48][228/553] Time 2.474 Data 0.001 Err 0.1606 top1 4.688 top5 0.000 | Epoch: [48][229/553] Time 2.435 Data 0.001 Err 0.2761 top1 7.031 top5 2.344 | Epoch: [48][230/553] Time 2.462 Data 0.001 Err 0.2310 top1 7.031 top5 1.562 | Epoch: [48][231/553] Time 2.474 Data 0.001 Err 0.2960 top1 7.812 top5 3.125 | Epoch: [48][232/553] Time 2.465 Data 0.001 Err 0.3528 top1 10.156 top5 1.562 | Epoch: [48][233/553] Time 2.447 Data 0.001 Err 0.3334 top1 9.375 top5 0.781 | Epoch: [48][234/553] Time 2.477 Data 0.001 Err 0.1728 top1 6.250 top5 0.781 | Epoch: [48][235/553] Time 2.439 Data 0.001 Err 0.2761 top1 5.469 top5 1.562 | Epoch: [48][236/553] Time 2.477 Data 0.001 Err 0.4460 top1 11.719 top5 2.344 | Epoch: [48][237/553] Time 2.437 Data 0.001 Err 0.1324 top1 4.688 top5 0.000 | Epoch: [48][238/553] Time 2.442 Data 0.001 Err 0.3606 top1 9.375 top5 3.125 | Epoch: [48][239/553] Time 2.467 Data 0.001 Err 0.2142 top1 4.688 top5 1.562 | Epoch: [48][240/553] Time 2.479 Data 0.001 Err 0.3701 top1 7.812 top5 3.906 | Epoch: [48][241/553] Time 2.440 Data 0.001 Err 0.1988 top1 6.250 top5 2.344 | Epoch: [48][242/553] Time 2.446 Data 0.001 Err 0.2064 top1 5.469 top5 2.344 | Epoch: [48][243/553] Time 2.440 Data 0.001 Err 0.1942 top1 3.906 top5 1.562 | Epoch: [48][244/553] Time 2.436 Data 0.001 Err 0.3795 top1 8.594 top5 4.688 | Epoch: [48][245/553] Time 2.452 Data 0.001 Err 0.2987 top1 7.812 top5 3.906 | Epoch: [48][246/553] Time 2.446 Data 0.001 Err 0.1812 top1 4.688 top5 0.000 | Epoch: [48][247/553] Time 2.447 Data 0.001 Err 0.3289 top1 6.250 top5 1.562 | Epoch: [48][248/553] Time 2.469 Data 0.001 Err 0.3720 top1 9.375 top5 3.125 | Epoch: [48][249/553] Time 2.442 Data 0.001 Err 0.2184 top1 7.031 top5 0.781 | Epoch: [48][250/553] Time 2.442 Data 0.001 Err 0.2623 top1 5.469 top5 1.562 | Epoch: [48][251/553] Time 2.462 Data 0.001 Err 0.2041 top1 5.469 top5 0.000 | Epoch: [48][252/553] Time 2.473 Data 0.001 Err 0.3909 top1 11.719 top5 1.562 | Epoch: [48][253/553] Time 2.438 Data 0.000 Err 0.2677 top1 7.812 top5 0.781 | Epoch: [48][254/553] Time 2.438 Data 0.001 Err 0.2587 top1 7.812 top5 1.562 | Epoch: [48][255/553] Time 2.446 Data 0.001 Err 0.2706 top1 8.594 top5 2.344 | Epoch: [48][256/553] Time 2.471 Data 0.001 Err 0.4053 top1 11.719 top5 3.125 | Epoch: [48][257/553] Time 2.440 Data 0.001 Err 0.3146 top1 11.719 top5 0.781 | Epoch: [48][258/553] Time 2.438 Data 0.001 Err 0.2480 top1 5.469 top5 3.125 | Epoch: [48][259/553] Time 2.469 Data 0.001 Err 0.1508 top1 3.125 top5 0.781 | Epoch: [48][260/553] Time 2.464 Data 0.000 Err 0.4183 top1 12.500 top5 3.906 | Epoch: [48][261/553] Time 2.440 Data 0.001 Err 0.3203 top1 8.594 top5 3.125 | Epoch: [48][262/553] Time 2.435 Data 0.001 Err 0.3360 top1 8.594 top5 2.344 | Epoch: [48][263/553] Time 2.486 Data 0.001 Err 0.4170 top1 11.719 top5 4.688 | Epoch: [48][264/553] Time 2.508 Data 0.001 Err 0.4249 top1 10.156 top5 4.688 | Epoch: [48][265/553] Time 2.439 Data 0.001 Err 0.3333 top1 6.250 top5 4.688 | Epoch: [48][266/553] Time 2.435 Data 0.001 Err 0.2200 top1 4.688 top5 2.344 | Epoch: [48][267/553] Time 2.441 Data 0.001 Err 0.3723 top1 10.156 top5 4.688 | Epoch: [48][268/553] Time 2.448 Data 0.001 Err 0.3162 top1 8.594 top5 1.562 | Epoch: [48][269/553] Time 2.444 Data 0.000 Err 0.2467 top1 7.031 top5 0.781 | Epoch: [48][270/553] Time 2.432 Data 0.001 Err 0.3505 top1 9.375 top5 2.344 | Epoch: [48][271/553] Time 2.464 Data 0.001 Err 0.2791 top1 9.375 top5 1.562 | Epoch: [48][272/553] Time 2.443 Data 0.001 Err 0.2911 top1 8.594 top5 1.562 | Epoch: [48][273/553] Time 2.450 Data 0.001 Err 0.3390 top1 10.156 top5 3.125 | Epoch: [48][274/553] Time 2.449 Data 0.001 Err 0.1781 top1 3.906 top5 0.781 | Epoch: [48][275/553] Time 2.444 Data 0.001 Err 0.2416 top1 6.250 top5 1.562 | Epoch: [48][276/553] Time 2.464 Data 0.001 Err 0.3451 top1 5.469 top5 3.906 | Epoch: [48][277/553] Time 2.480 Data 0.001 Err 0.3282 top1 8.594 top5 3.125 | Epoch: [48][278/553] Time 2.483 Data 0.001 Err 0.2376 top1 7.031 top5 0.781 | Epoch: [48][279/553] Time 2.451 Data 0.001 Err 0.3394 top1 10.156 top5 3.125 | Epoch: [48][280/553] Time 2.467 Data 0.001 Err 0.2800 top1 6.250 top5 2.344 | Epoch: [48][281/553] Time 2.445 Data 0.001 Err 0.1479 top1 2.344 top5 0.781 | Epoch: [48][282/553] Time 2.445 Data 0.000 Err 0.4363 top1 11.719 top5 3.125 | Epoch: [48][283/553] Time 2.458 Data 0.001 Err 0.3810 top1 7.812 top5 3.125 | Epoch: [48][284/553] Time 2.442 Data 0.001 Err 0.3073 top1 7.031 top5 3.125 | Epoch: [48][285/553] Time 2.438 Data 0.000 Err 0.3347 top1 10.156 top5 2.344 | Epoch: [48][286/553] Time 2.440 Data 0.001 Err 0.3807 top1 11.719 top5 2.344 | Epoch: [48][287/553] Time 2.467 Data 0.001 Err 0.2318 top1 5.469 top5 0.781 | Epoch: [48][288/553] Time 2.437 Data 0.001 Err 0.2794 top1 7.031 top5 3.125 | Epoch: [48][289/553] Time 2.459 Data 0.001 Err 0.3573 top1 6.250 top5 3.125 | Epoch: [48][290/553] Time 2.437 Data 0.001 Err 0.3246 top1 8.594 top5 3.906 | Epoch: [48][291/553] Time 2.432 Data 0.001 Err 0.5008 top1 14.062 top5 3.906 | Epoch: [48][292/553] Time 2.505 Data 0.001 Err 0.2873 top1 7.031 top5 2.344 | Epoch: [48][293/553] Time 2.435 Data 0.001 Err 0.3545 top1 9.375 top5 2.344 | Epoch: [48][294/553] Time 2.475 Data 0.001 Err 0.2663 top1 7.031 top5 1.562 | Epoch: [48][295/553] Time 2.438 Data 0.001 Err 0.4085 top1 12.500 top5 3.125 | Epoch: [48][296/553] Time 2.467 Data 0.001 Err 0.2831 top1 6.250 top5 2.344 | Epoch: [48][297/553] Time 2.440 Data 0.001 Err 0.1784 top1 4.688 top5 0.781 | Epoch: [48][298/553] Time 2.439 Data 0.001 Err 0.4321 top1 11.719 top5 3.125 | Epoch: [48][299/553] Time 2.450 Data 0.001 Err 0.1844 top1 3.906 top5 0.000 | Epoch: [48][300/553] Time 2.435 Data 0.001 Err 0.1745 top1 5.469 top5 0.000 | Epoch: [48][301/553] Time 2.437 Data 0.001 Err 0.3394 top1 11.719 top5 2.344 | Epoch: [48][302/553] Time 2.442 Data 0.001 Err 0.2491 top1 4.688 top5 2.344 | Epoch: [48][303/553] Time 2.445 Data 0.001 Err 0.2041 top1 5.469 top5 1.562 | Epoch: [48][304/553] Time 2.471 Data 0.001 Err 0.3993 top1 9.375 top5 3.906 | Epoch: [48][305/553] Time 2.458 Data 0.001 Err 0.3754 top1 10.156 top5 3.125 | Epoch: [48][306/553] Time 2.434 Data 0.001 Err 0.4385 top1 14.844 top5 3.125 | Epoch: [48][307/553] Time 2.432 Data 0.001 Err 0.2766 top1 7.812 top5 0.781 | Epoch: [48][308/553] Time 2.497 Data 0.001 Err 0.3959 top1 10.938 top5 4.688 | Epoch: [48][309/553] Time 2.501 Data 0.001 Err 0.3023 top1 7.031 top5 2.344 | Epoch: [48][310/553] Time 2.449 Data 0.001 Err 0.3479 top1 7.031 top5 3.906 | Epoch: [48][311/553] Time 2.545 Data 0.001 Err 0.2462 top1 7.812 top5 1.562 | Epoch: [48][312/553] Time 2.435 Data 0.001 Err 0.3229 top1 8.594 top5 0.781 | Epoch: [48][313/553] Time 2.438 Data 0.001 Err 0.2496 top1 7.031 top5 3.125 | Epoch: [48][314/553] Time 2.477 Data 0.001 Err 0.4182 top1 8.594 top5 5.469 | Epoch: [48][315/553] Time 2.444 Data 0.001 Err 0.2365 top1 7.812 top5 0.000 | Epoch: [48][316/553] Time 2.461 Data 0.001 Err 0.1474 top1 2.344 top5 0.781 | Epoch: [48][317/553] Time 2.441 Data 0.001 Err 0.2883 top1 7.812 top5 3.125 | Epoch: [48][318/553] Time 2.445 Data 0.001 Err 0.4201 top1 11.719 top5 5.469 | Epoch: [48][319/553] Time 2.437 Data 0.001 Err 0.2931 top1 9.375 top5 2.344 | Epoch: [48][320/553] Time 2.501 Data 0.001 Err 0.3161 top1 6.250 top5 2.344 | Epoch: [48][321/553] Time 2.436 Data 0.000 Err 0.3120 top1 10.156 top5 0.781 | Epoch: [48][322/553] Time 2.478 Data 0.001 Err 0.3100 top1 7.031 top5 2.344 | Epoch: [48][323/553] Time 2.499 Data 0.001 Err 0.2151 top1 4.688 top5 0.000 | Epoch: [48][324/553] Time 2.467 Data 0.001 Err 0.2015 top1 6.250 top5 1.562 | Epoch: [48][325/553] Time 2.436 Data 0.000 Err 0.4915 top1 12.500 top5 4.688 | Epoch: [48][326/553] Time 2.444 Data 0.001 Err 0.3698 top1 8.594 top5 3.125 | Epoch: [48][327/553] Time 2.435 Data 0.001 Err 0.2943 top1 9.375 top5 3.906 | Epoch: [48][328/553] Time 2.480 Data 0.000 Err 0.2752 top1 4.688 top5 1.562 | Epoch: [48][329/553] Time 2.444 Data 0.001 Err 0.3851 top1 11.719 top5 3.125 | Epoch: [48][330/553] Time 2.437 Data 0.000 Err 0.2867 top1 9.375 top5 2.344 | Epoch: [48][331/553] Time 2.511 Data 0.001 Err 0.3744 top1 7.031 top5 2.344 | Epoch: [48][332/553] Time 2.483 Data 0.001 Err 0.4247 top1 10.938 top5 3.125 | Epoch: [48][333/553] Time 2.439 Data 0.001 Err 0.4178 top1 11.719 top5 3.125 | Epoch: [48][334/553] Time 2.444 Data 0.001 Err 0.3174 top1 9.375 top5 2.344 | Epoch: [48][335/553] Time 2.478 Data 0.001 Err 0.3133 top1 8.594 top5 1.562 | Epoch: [48][336/553] Time 2.481 Data 0.001 Err 0.2528 top1 5.469 top5 1.562 | Epoch: [48][337/553] Time 2.438 Data 0.001 Err 0.4740 top1 10.938 top5 4.688 | Epoch: [48][338/553] Time 2.444 Data 0.001 Err 0.3313 top1 7.812 top5 4.688 | Epoch: [48][339/553] Time 2.469 Data 0.000 Err 0.1924 top1 6.250 top5 1.562 | Epoch: [48][340/553] Time 2.465 Data 0.001 Err 0.5721 top1 14.844 top5 7.812 | Epoch: [48][341/553] Time 2.461 Data 0.001 Err 0.2783 top1 8.594 top5 1.562 | Epoch: [48][342/553] Time 2.441 Data 0.001 Err 0.3440 top1 7.812 top5 3.125 | Epoch: [48][343/553] Time 2.505 Data 0.001 Err 0.3718 top1 10.156 top5 1.562 | Epoch: [48][344/553] Time 2.504 Data 0.001 Err 0.2344 top1 6.250 top5 3.125 | Epoch: [48][345/553] Time 2.466 Data 0.000 Err 0.2781 top1 6.250 top5 2.344 | Epoch: [48][346/553] Time 2.440 Data 0.001 Err 0.3405 top1 9.375 top5 3.906 | Epoch: [48][347/553] Time 2.432 Data 0.000 Err 0.2953 top1 8.594 top5 3.906 | Epoch: [48][348/553] Time 2.462 Data 0.001 Err 0.2505 top1 7.031 top5 0.781 | Epoch: [48][349/553] Time 2.442 Data 0.000 Err 0.3718 top1 10.156 top5 3.125 | Epoch: [48][350/553] Time 2.438 Data 0.001 Err 0.2873 top1 8.594 top5 1.562 | Epoch: [48][351/553] Time 2.457 Data 0.001 Err 0.3460 top1 7.031 top5 3.906 | Epoch: [48][352/553] Time 2.478 Data 0.001 Err 0.4425 top1 9.375 top5 4.688 | Epoch: [48][353/553] Time 2.436 Data 0.001 Err 0.2952 top1 10.156 top5 2.344 | Epoch: [48][354/553] Time 2.435 Data 0.001 Err 0.3113 top1 8.594 top5 2.344 | Epoch: [48][355/553] Time 2.486 Data 0.001 Err 0.4533 top1 11.719 top5 3.125 | Epoch: [48][356/553] Time 2.442 Data 0.001 Err 0.2799 top1 8.594 top5 3.125 | Epoch: [48][357/553] Time 2.442 Data 0.000 Err 0.2539 top1 7.812 top5 1.562 | Epoch: [48][358/553] Time 2.454 Data 0.001 Err 0.2261 top1 3.906 top5 2.344 | Epoch: [48][359/553] Time 2.482 Data 0.001 Err 0.3242 top1 7.812 top5 3.125 | Epoch: [48][360/553] Time 2.512 Data 0.001 Err 0.3180 top1 10.156 top5 3.125 | Epoch: [48][361/553] Time 2.494 Data 0.001 Err 0.2381 top1 6.250 top5 3.125 | Epoch: [48][362/553] Time 2.438 Data 0.001 Err 0.2262 top1 6.250 top5 0.781 | Epoch: [48][363/553] Time 2.477 Data 0.001 Err 0.2454 top1 5.469 top5 1.562 | Epoch: [48][364/553] Time 2.442 Data 0.001 Err 0.2755 top1 6.250 top5 1.562 | Epoch: [48][365/553] Time 2.436 Data 0.001 Err 0.1947 top1 4.688 top5 0.781 | Epoch: [48][366/553] Time 2.440 Data 0.001 Err 0.4479 top1 11.719 top5 4.688 | Epoch: [48][367/553] Time 2.441 Data 0.001 Err 0.3846 top1 7.812 top5 3.125 | Epoch: [48][368/553] Time 2.462 Data 0.001 Err 0.2815 top1 8.594 top5 2.344 | Epoch: [48][369/553] Time 2.448 Data 0.001 Err 0.3723 top1 12.500 top5 1.562 | Epoch: [48][370/553] Time 2.443 Data 0.001 Err 0.2288 top1 7.031 top5 1.562 | Epoch: [48][371/553] Time 2.457 Data 0.001 Err 0.2339 top1 3.906 top5 2.344 | Epoch: [48][372/553] Time 2.443 Data 0.001 Err 0.3555 top1 9.375 top5 3.125 | Epoch: [48][373/553] Time 2.442 Data 0.001 Err 0.3525 top1 10.156 top5 2.344 | Epoch: [48][374/553] Time 2.458 Data 0.001 Err 0.2030 top1 6.250 top5 0.781 | Epoch: [48][375/553] Time 2.455 Data 0.001 Err 0.2744 top1 7.812 top5 2.344 | Epoch: [48][376/553] Time 2.445 Data 0.000 Err 0.2590 top1 5.469 top5 1.562 | Epoch: [48][377/553] Time 2.449 Data 0.001 Err 0.1564 top1 3.125 top5 0.000 | Epoch: [48][378/553] Time 2.439 Data 0.001 Err 0.4789 top1 11.719 top5 3.906 | Epoch: [48][379/553] Time 2.471 Data 0.001 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [48][380/553] Time 2.454 Data 0.001 Err 0.1990 top1 5.469 top5 0.000 | Epoch: [48][381/553] Time 2.440 Data 0.001 Err 0.2974 top1 8.594 top5 1.562 | Epoch: [48][382/553] Time 2.439 Data 0.001 Err 0.2799 top1 7.812 top5 2.344 | Epoch: [48][383/553] Time 2.485 Data 0.001 Err 0.2465 top1 6.250 top5 2.344 | Epoch: [48][384/553] Time 2.435 Data 0.001 Err 0.3195 top1 8.594 top5 3.125 | Epoch: [48][385/553] Time 2.440 Data 0.001 Err 0.3302 top1 10.156 top5 2.344 | Epoch: [48][386/553] Time 2.440 Data 0.001 Err 0.3403 top1 8.594 top5 3.125 | Epoch: [48][387/553] Time 2.474 Data 0.001 Err 0.2605 top1 6.250 top5 0.000 | Epoch: [48][388/553] Time 2.452 Data 0.001 Err 0.3008 top1 8.594 top5 2.344 | Epoch: [48][389/553] Time 2.433 Data 0.001 Err 0.4133 top1 10.156 top5 5.469 | Epoch: [48][390/553] Time 2.436 Data 0.001 Err 0.3065 top1 8.594 top5 2.344 | Epoch: [48][391/553] Time 2.457 Data 0.001 Err 0.3463 top1 7.812 top5 2.344 | Epoch: [48][392/553] Time 2.469 Data 0.001 Err 0.1995 top1 5.469 top5 0.000 | Epoch: [48][393/553] Time 2.477 Data 0.001 Err 0.2376 top1 5.469 top5 2.344 | Epoch: [48][394/553] Time 2.443 Data 0.001 Err 0.3351 top1 8.594 top5 3.125 | Epoch: [48][395/553] Time 2.476 Data 0.001 Err 0.3344 top1 7.812 top5 2.344 | Epoch: [48][396/553] Time 2.462 Data 0.001 Err 0.2422 top1 7.031 top5 2.344 | Epoch: [48][397/553] Time 2.445 Data 0.001 Err 0.2688 top1 7.031 top5 1.562 | Epoch: [48][398/553] Time 2.440 Data 0.001 Err 0.2524 top1 8.594 top5 0.781 | Epoch: [48][399/553] Time 2.440 Data 0.001 Err 0.3380 top1 7.812 top5 1.562 | Epoch: [48][400/553] Time 2.480 Data 0.001 Err 0.2771 top1 8.594 top5 1.562 | Epoch: [48][401/553] Time 2.438 Data 0.001 Err 0.3268 top1 9.375 top5 3.125 | Epoch: [48][402/553] Time 2.453 Data 0.001 Err 0.3019 top1 6.250 top5 3.125 | Epoch: [48][403/553] Time 2.447 Data 0.001 Err 0.3183 top1 7.812 top5 1.562 | Epoch: [48][404/553] Time 2.449 Data 0.001 Err 0.2020 top1 3.906 top5 1.562 | Epoch: [48][405/553] Time 2.474 Data 0.001 Err 0.1910 top1 4.688 top5 1.562 | Epoch: [48][406/553] Time 2.503 Data 0.001 Err 0.3535 top1 11.719 top5 3.125 | Epoch: [48][407/553] Time 2.454 Data 0.001 Err 0.3024 top1 7.031 top5 2.344 | Epoch: [48][408/553] Time 2.442 Data 0.001 Err 0.3496 top1 10.156 top5 3.906 | Epoch: [48][409/553] Time 2.434 Data 0.001 Err 0.3049 top1 8.594 top5 0.781 | Epoch: [48][410/553] Time 2.464 Data 0.001 Err 0.2465 top1 7.031 top5 2.344 | Epoch: [48][411/553] Time 2.439 Data 0.001 Err 0.2829 top1 9.375 top5 1.562 | Epoch: [48][412/553] Time 2.450 Data 0.001 Err 0.1365 top1 3.906 top5 0.000 | Epoch: [48][413/553] Time 2.474 Data 0.001 Err 0.1919 top1 4.688 top5 0.781 | Epoch: [48][414/553] Time 2.439 Data 0.001 Err 0.2361 top1 5.469 top5 0.781 | Epoch: [48][415/553] Time 2.509 Data 0.000 Err 0.2864 top1 4.688 top5 2.344 | Epoch: [48][416/553] Time 2.469 Data 0.001 Err 0.2157 top1 4.688 top5 0.000 | Epoch: [48][417/553] Time 2.458 Data 0.001 Err 0.2334 top1 7.031 top5 1.562 | Epoch: [48][418/553] Time 2.459 Data 0.001 Err 0.2471 top1 7.812 top5 0.781 | Epoch: [48][419/553] Time 2.481 Data 0.001 Err 0.3270 top1 10.156 top5 3.906 | Epoch: [48][420/553] Time 2.504 Data 0.001 Err 0.3722 top1 7.812 top5 5.469 | Epoch: [48][421/553] Time 2.460 Data 0.001 Err 0.2373 top1 7.812 top5 0.781 | Epoch: [48][422/553] Time 2.437 Data 0.000 Err 0.3457 top1 9.375 top5 3.125 | Epoch: [48][423/553] Time 2.448 Data 0.001 Err 0.2793 top1 7.812 top5 2.344 | Epoch: [48][424/553] Time 2.435 Data 0.001 Err 0.2800 top1 5.469 top5 3.125 | Epoch: [48][425/553] Time 2.474 Data 0.001 Err 0.5888 top1 14.062 top5 6.250 | Epoch: [48][426/553] Time 2.489 Data 0.001 Err 0.1768 top1 2.344 top5 1.562 | Epoch: [48][427/553] Time 2.504 Data 0.001 Err 0.2310 top1 6.250 top5 0.781 | Epoch: [48][428/553] Time 2.444 Data 0.001 Err 0.2895 top1 7.031 top5 3.906 | Epoch: [48][429/553] Time 2.442 Data 0.001 Err 0.2148 top1 4.688 top5 2.344 | Epoch: [48][430/553] Time 2.435 Data 0.001 Err 0.2150 top1 6.250 top5 2.344 | Epoch: [48][431/553] Time 2.470 Data 0.000 Err 0.2412 top1 7.812 top5 1.562 | Epoch: [48][432/553] Time 2.477 Data 0.001 Err 0.3458 top1 9.375 top5 0.781 | Epoch: [48][433/553] Time 2.465 Data 0.001 Err 0.2672 top1 4.688 top5 1.562 | Epoch: [48][434/553] Time 2.510 Data 0.000 Err 0.3625 top1 11.719 top5 3.125 | Epoch: [48][435/553] Time 2.494 Data 0.001 Err 0.1986 top1 7.031 top5 1.562 | Epoch: [48][436/553] Time 2.439 Data 0.001 Err 0.2952 top1 7.812 top5 1.562 | Epoch: [48][437/553] Time 2.466 Data 0.001 Err 0.2821 top1 7.812 top5 2.344 | Epoch: [48][438/553] Time 2.434 Data 0.001 Err 0.2386 top1 4.688 top5 1.562 | Epoch: [48][439/553] Time 2.508 Data 0.001 Err 0.2654 top1 7.031 top5 3.125 | Epoch: [48][440/553] Time 2.433 Data 0.001 Err 0.2176 top1 7.031 top5 0.000 | Epoch: [48][441/553] Time 2.455 Data 0.001 Err 0.3401 top1 10.938 top5 3.125 | Epoch: [48][442/553] Time 2.437 Data 0.000 Err 0.2477 top1 7.812 top5 1.562 | Epoch: [48][443/553] Time 2.467 Data 0.001 Err 0.3550 top1 12.500 top5 2.344 | Epoch: [48][444/553] Time 2.434 Data 0.001 Err 0.1873 top1 3.906 top5 1.562 | Epoch: [48][445/553] Time 2.455 Data 0.001 Err 0.3753 top1 10.156 top5 2.344 | Epoch: [48][446/553] Time 2.443 Data 0.001 Err 0.2301 top1 6.250 top5 1.562 | Epoch: [48][447/553] Time 2.515 Data 0.001 Err 0.1387 top1 4.688 top5 0.000 | Epoch: [48][448/553] Time 2.463 Data 0.001 Err 0.1962 top1 5.469 top5 1.562 | Epoch: [48][449/553] Time 2.446 Data 0.001 Err 0.4628 top1 10.938 top5 4.688 | Epoch: [48][450/553] Time 2.469 Data 0.001 Err 0.3008 top1 5.469 top5 3.125 | Epoch: [48][451/553] Time 2.439 Data 0.001 Err 0.1997 top1 5.469 top5 0.781 | Epoch: [48][452/553] Time 2.431 Data 0.001 Err 0.2461 top1 8.594 top5 1.562 | Epoch: [48][453/553] Time 2.482 Data 0.001 Err 0.2250 top1 4.688 top5 1.562 | Epoch: [48][454/553] Time 2.465 Data 0.001 Err 0.2499 top1 7.031 top5 2.344 | Epoch: [48][455/553] Time 2.442 Data 0.001 Err 0.2684 top1 7.031 top5 3.906 | Epoch: [48][456/553] Time 2.441 Data 0.001 Err 0.3420 top1 7.031 top5 4.688 | Epoch: [48][457/553] Time 2.447 Data 0.001 Err 0.3183 top1 7.812 top5 3.906 | Epoch: [48][458/553] Time 2.479 Data 0.001 Err 0.3588 top1 10.938 top5 3.906 | Epoch: [48][459/553] Time 2.479 Data 0.001 Err 0.4047 top1 10.156 top5 3.125 | Epoch: [48][460/553] Time 2.440 Data 0.000 Err 0.2669 top1 7.031 top5 2.344 | Epoch: [48][461/553] Time 2.436 Data 0.001 Err 0.2219 top1 4.688 top5 2.344 | Epoch: [48][462/553] Time 2.479 Data 0.001 Err 0.3608 top1 10.938 top5 1.562 | Epoch: [48][463/553] Time 2.457 Data 0.001 Err 0.3146 top1 10.156 top5 2.344 | Epoch: [48][464/553] Time 2.447 Data 0.001 Err 0.2833 top1 7.031 top5 3.125 | Epoch: [48][465/553] Time 2.444 Data 0.001 Err 0.2525 top1 7.031 top5 1.562 | Epoch: [48][466/553] Time 2.466 Data 0.001 Err 0.1844 top1 5.469 top5 0.000 | Epoch: [48][467/553] Time 2.480 Data 0.001 Err 0.2653 top1 9.375 top5 2.344 | Epoch: [48][468/553] Time 2.464 Data 0.001 Err 0.4627 top1 10.938 top5 4.688 | Epoch: [48][469/553] Time 2.439 Data 0.001 Err 0.1484 top1 3.125 top5 0.000 | Epoch: [48][470/553] Time 2.515 Data 0.001 Err 0.3402 top1 9.375 top5 3.125 | Epoch: [48][471/553] Time 2.442 Data 0.001 Err 0.2793 top1 8.594 top5 2.344 | Epoch: [48][472/553] Time 2.465 Data 0.000 Err 0.3623 top1 8.594 top5 3.125 | Epoch: [48][473/553] Time 2.438 Data 0.001 Err 0.3262 top1 7.812 top5 3.906 | Epoch: [48][474/553] Time 2.483 Data 0.001 Err 0.3797 top1 10.938 top5 2.344 | Epoch: [48][475/553] Time 2.507 Data 0.001 Err 0.2959 top1 8.594 top5 1.562 | Epoch: [48][476/553] Time 2.438 Data 0.001 Err 0.3758 top1 11.719 top5 3.906 | Epoch: [48][477/553] Time 2.442 Data 0.001 Err 0.3398 top1 9.375 top5 3.906 | Epoch: [48][478/553] Time 2.440 Data 0.000 Err 0.2858 top1 7.812 top5 2.344 | Epoch: [48][479/553] Time 2.440 Data 0.001 Err 0.3152 top1 7.812 top5 3.906 | Epoch: [48][480/553] Time 2.473 Data 0.001 Err 0.3006 top1 7.812 top5 1.562 | Epoch: [48][481/553] Time 2.478 Data 0.001 Err 0.3137 top1 8.594 top5 1.562 | Epoch: [48][482/553] Time 2.437 Data 0.001 Err 0.3467 top1 8.594 top5 3.906 | Epoch: [48][483/553] Time 2.442 Data 0.001 Err 0.1818 top1 4.688 top5 1.562 | Epoch: [48][484/553] Time 2.443 Data 0.001 Err 0.2732 top1 7.812 top5 2.344 | Epoch: [48][485/553] Time 2.439 Data 0.001 Err 0.3472 top1 8.594 top5 3.125 | Epoch: [48][486/553] Time 2.445 Data 0.002 Err 0.3282 top1 7.031 top5 3.125 | Epoch: [48][487/553] Time 2.462 Data 0.001 Err 0.5520 top1 12.500 top5 5.469 | Epoch: [48][488/553] Time 2.476 Data 0.001 Err 0.2541 top1 7.812 top5 0.781 | Epoch: [48][489/553] Time 2.456 Data 0.001 Err 0.2247 top1 7.031 top5 0.781 | Epoch: [48][490/553] Time 2.447 Data 0.001 Err 0.2809 top1 5.469 top5 3.125 | Epoch: [48][491/553] Time 2.434 Data 0.001 Err 0.2395 top1 7.031 top5 1.562 | Epoch: [48][492/553] Time 2.439 Data 0.001 Err 0.3176 top1 7.812 top5 2.344 | Epoch: [48][493/553] Time 2.455 Data 0.001 Err 0.2245 top1 7.031 top5 0.781 | Epoch: [48][494/553] Time 2.462 Data 0.001 Err 0.4441 top1 8.594 top5 6.250 | Epoch: [48][495/553] Time 2.453 Data 0.001 Err 0.3719 top1 9.375 top5 3.125 | Epoch: [48][496/553] Time 2.447 Data 0.001 Err 0.4075 top1 10.156 top5 3.906 | Epoch: [48][497/553] Time 2.466 Data 0.001 Err 0.3549 top1 10.156 top5 3.125 | Epoch: [48][498/553] Time 2.436 Data 0.001 Err 0.1303 top1 1.562 top5 1.562 | Epoch: [48][499/553] Time 2.443 Data 0.001 Err 0.2609 top1 7.812 top5 1.562 | Epoch: [48][500/553] Time 2.441 Data 0.001 Err 0.2878 top1 7.812 top5 2.344 | Epoch: [48][501/553] Time 2.451 Data 0.001 Err 0.4091 top1 10.156 top5 4.688 | Epoch: [48][502/553] Time 2.434 Data 0.001 Err 0.2909 top1 8.594 top5 1.562 | Epoch: [48][503/553] Time 2.452 Data 0.001 Err 0.4121 top1 10.156 top5 3.125 | Epoch: [48][504/553] Time 2.437 Data 0.001 Err 0.3169 top1 7.031 top5 2.344 | Epoch: [48][505/553] Time 2.494 Data 0.001 Err 0.3739 top1 10.156 top5 3.906 | Epoch: [48][506/553] Time 2.442 Data 0.001 Err 0.3069 top1 9.375 top5 1.562 | Epoch: [48][507/553] Time 2.444 Data 0.001 Err 0.2447 top1 7.812 top5 1.562 | Epoch: [48][508/553] Time 2.433 Data 0.001 Err 0.1989 top1 3.125 top5 0.781 | Epoch: [48][509/553] Time 2.444 Data 0.001 Err 0.1548 top1 4.688 top5 0.000 | Epoch: [48][510/553] Time 2.471 Data 0.001 Err 0.2134 top1 6.250 top5 2.344 | Epoch: [48][511/553] Time 2.444 Data 0.001 Err 0.2403 top1 6.250 top5 3.125 | Epoch: [48][512/553] Time 2.437 Data 0.001 Err 0.4316 top1 11.719 top5 4.688 | Epoch: [48][513/553] Time 2.441 Data 0.001 Err 0.4239 top1 9.375 top5 3.906 | Epoch: [48][514/553] Time 2.478 Data 0.001 Err 0.2372 top1 7.031 top5 1.562 | Epoch: [48][515/553] Time 2.459 Data 0.001 Err 0.2396 top1 4.688 top5 1.562 | Epoch: [48][516/553] Time 2.461 Data 0.001 Err 0.3761 top1 7.812 top5 3.906 | Epoch: [48][517/553] Time 2.443 Data 0.001 Err 0.2312 top1 5.469 top5 1.562 | Epoch: [48][518/553] Time 2.441 Data 0.001 Err 0.2983 top1 7.812 top5 2.344 | Epoch: [48][519/553] Time 2.521 Data 0.001 Err 0.3512 top1 7.031 top5 4.688 | Epoch: [48][520/553] Time 2.444 Data 0.001 Err 0.2573 top1 5.469 top5 0.781 | Epoch: [48][521/553] Time 2.460 Data 0.001 Err 0.2504 top1 7.031 top5 1.562 | Epoch: [48][522/553] Time 2.442 Data 0.001 Err 0.2306 top1 3.906 top5 0.781 | Epoch: [48][523/553] Time 2.473 Data 0.001 Err 0.3703 top1 10.938 top5 3.125 | Epoch: [48][524/553] Time 2.458 Data 0.001 Err 0.3277 top1 7.812 top5 3.125 | Epoch: [48][525/553] Time 2.446 Data 0.001 Err 0.3559 top1 11.719 top5 3.125 | Epoch: [48][526/553] Time 2.480 Data 0.001 Err 0.1698 top1 5.469 top5 0.781 | Epoch: [48][527/553] Time 2.435 Data 0.001 Err 0.2977 top1 5.469 top5 2.344 | Epoch: [48][528/553] Time 2.481 Data 0.001 Err 0.4233 top1 9.375 top5 3.125 | Epoch: [48][529/553] Time 2.437 Data 0.001 Err 0.3666 top1 9.375 top5 4.688 | Epoch: [48][530/553] Time 2.476 Data 0.001 Err 0.3230 top1 9.375 top5 3.906 | Epoch: [48][531/553] Time 2.510 Data 0.001 Err 0.3731 top1 7.812 top5 4.688 | Epoch: [48][532/553] Time 2.465 Data 0.001 Err 0.2601 top1 7.031 top5 1.562 | Epoch: [48][533/553] Time 2.508 Data 0.001 Err 0.3722 top1 10.156 top5 3.906 | Epoch: [48][534/553] Time 2.511 Data 0.001 Err 0.4223 top1 10.156 top5 3.906 | Epoch: [48][535/553] Time 2.461 Data 0.001 Err 0.3432 top1 8.594 top5 3.906 | Epoch: [48][536/553] Time 2.510 Data 0.001 Err 0.3118 top1 8.594 top5 3.125 | Epoch: [48][537/553] Time 2.434 Data 0.001 Err 0.2423 top1 8.594 top5 1.562 | Epoch: [48][538/553] Time 2.463 Data 0.001 Err 0.1792 top1 4.688 top5 1.562 | Epoch: [48][539/553] Time 2.440 Data 0.001 Err 0.2352 top1 5.469 top5 0.781 | Epoch: [48][540/553] Time 2.442 Data 0.001 Err 0.2314 top1 3.125 top5 0.781 | Epoch: [48][541/553] Time 2.427 Data 0.000 Err 0.2863 top1 4.688 top5 2.344 | Epoch: [48][542/553] Time 2.480 Data 0.001 Err 0.2321 top1 4.688 top5 1.562 | Epoch: [48][543/553] Time 2.448 Data 0.000 Err 0.4286 top1 12.500 top5 2.344 | Epoch: [48][544/553] Time 2.441 Data 0.000 Err 0.3681 top1 9.375 top5 2.344 | Epoch: [48][545/553] Time 2.439 Data 0.000 Err 0.3972 top1 10.938 top5 3.125 | Epoch: [48][546/553] Time 2.439 Data 0.000 Err 0.2737 top1 7.812 top5 2.344 | Epoch: [48][547/553] Time 2.438 Data 0.000 Err 0.3466 top1 7.812 top5 3.906 | Epoch: [48][548/553] Time 2.446 Data 0.000 Err 0.2459 top1 5.469 top5 2.344 | Epoch: [48][549/553] Time 2.432 Data 0.000 Err 0.3182 top1 10.156 top5 3.125 | Epoch: [48][550/553] Time 2.437 Data 0.000 Err 0.2797 top1 7.812 top5 1.562 | Epoch: [48][551/553] Time 2.452 Data 0.001 Err 0.4657 top1 10.938 top5 4.688 | Epoch: [48][552/553] Time 2.449 Data 0.001 Err 0.2939 top1 9.375 top5 1.562 | Epoch: [48][553/553] Time 1.028 Data 0.000 Err 0.4128 top1 9.091 top5 4.545 | Test: [48][1/198] Time 2.222 Data 1.501 top1 10.938 ( 10.938) top5 2.344 ( 2.344) | Test: [48][2/198] Time 0.721 Data 0.001 top1 10.156 ( 10.547) top5 1.562 ( 1.953) | Test: [48][3/198] Time 0.717 Data 0.000 top1 10.156 ( 10.417) top5 1.562 ( 1.823) | Test: [48][4/198] Time 0.723 Data 0.001 top1 9.375 ( 10.156) top5 2.344 ( 1.953) | Test: [48][5/198] Time 0.727 Data 0.001 top1 11.719 ( 10.469) top5 2.344 ( 2.031) | Test: [48][6/198] Time 0.726 Data 0.001 top1 14.844 ( 11.198) top5 4.688 ( 2.474) | Test: [48][7/198] Time 0.725 Data 0.000 top1 10.156 ( 11.049) top5 1.562 ( 2.344) | Test: [48][8/198] Time 0.733 Data 0.000 top1 16.406 ( 11.719) top5 3.125 ( 2.441) | Test: [48][9/198] Time 0.730 Data 0.001 top1 14.062 ( 11.979) top5 1.562 ( 2.344) | Test: [48][10/198] Time 0.733 Data 0.001 top1 13.281 ( 12.109) top5 4.688 ( 2.578) | Test: [48][11/198] Time 0.724 Data 0.001 top1 9.375 ( 11.861) top5 3.125 ( 2.628) | Test: [48][12/198] Time 0.739 Data 0.001 top1 10.938 ( 11.784) top5 3.125 ( 2.669) | Test: [48][13/198] Time 0.737 Data 0.001 top1 10.938 ( 11.719) top5 2.344 ( 2.644) | Test: [48][14/198] Time 0.740 Data 0.001 top1 8.594 ( 11.496) top5 0.000 ( 2.455) | Test: [48][15/198] Time 0.731 Data 0.001 top1 11.719 ( 11.510) top5 3.906 ( 2.552) | Test: [48][16/198] Time 0.726 Data 0.001 top1 14.062 ( 11.670) top5 3.125 ( 2.588) | Test: [48][17/198] Time 0.723 Data 0.000 top1 8.594 ( 11.489) top5 1.562 ( 2.528) | Test: [48][18/198] Time 0.730 Data 0.001 top1 8.594 ( 11.328) top5 1.562 ( 2.474) | Test: [48][19/198] Time 0.742 Data 0.001 top1 11.719 ( 11.349) top5 2.344 ( 2.467) | Test: [48][20/198] Time 0.730 Data 0.000 top1 13.281 ( 11.445) top5 1.562 ( 2.422) | Test: [48][21/198] Time 0.724 Data 0.001 top1 18.750 ( 11.793) top5 0.781 ( 2.344) | Test: [48][22/198] Time 0.719 Data 0.001 top1 11.719 ( 11.790) top5 0.781 ( 2.273) | Test: [48][23/198] Time 0.740 Data 0.001 top1 14.062 ( 11.889) top5 2.344 ( 2.276) | Test: [48][24/198] Time 0.735 Data 0.001 top1 11.719 ( 11.882) top5 3.906 ( 2.344) | Test: [48][25/198] Time 0.743 Data 0.000 top1 10.156 ( 11.812) top5 0.000 ( 2.250) | Test: [48][26/198] Time 0.725 Data 0.000 top1 12.500 ( 11.839) top5 1.562 ( 2.224) | Test: [48][27/198] Time 0.722 Data 0.001 top1 13.281 ( 11.892) top5 3.906 ( 2.286) | Test: [48][28/198] Time 0.727 Data 0.001 top1 11.719 ( 11.886) top5 3.125 ( 2.316) | Test: [48][29/198] Time 0.730 Data 0.001 top1 14.062 ( 11.961) top5 2.344 ( 2.317) | Test: [48][30/198] Time 0.723 Data 0.001 top1 11.719 ( 11.953) top5 1.562 ( 2.292) | Test: [48][31/198] Time 0.716 Data 0.001 top1 15.625 ( 12.072) top5 2.344 ( 2.293) | Test: [48][32/198] Time 0.735 Data 0.001 top1 15.625 ( 12.183) top5 4.688 ( 2.368) | Test: [48][33/198] Time 0.743 Data 0.000 top1 10.156 ( 12.121) top5 0.781 ( 2.320) | Test: [48][34/198] Time 0.723 Data 0.000 top1 11.719 ( 12.109) top5 2.344 ( 2.321) | Test: [48][35/198] Time 0.723 Data 0.001 top1 11.719 ( 12.098) top5 3.125 ( 2.344) | Test: [48][36/198] Time 0.719 Data 0.001 top1 14.062 ( 12.153) top5 1.562 ( 2.322) | Test: [48][37/198] Time 0.718 Data 0.001 top1 10.156 ( 12.099) top5 2.344 ( 2.323) | Test: [48][38/198] Time 0.722 Data 0.001 top1 13.281 ( 12.130) top5 1.562 ( 2.303) | Test: [48][39/198] Time 0.718 Data 0.001 top1 16.406 ( 12.240) top5 4.688 ( 2.364) | Test: [48][40/198] Time 0.742 Data 0.001 top1 10.938 ( 12.207) top5 2.344 ( 2.363) | Test: [48][41/198] Time 0.730 Data 0.001 top1 17.969 ( 12.348) top5 4.688 ( 2.420) | Test: [48][42/198] Time 0.745 Data 0.001 top1 16.406 ( 12.444) top5 2.344 ( 2.418) | Test: [48][43/198] Time 0.729 Data 0.000 top1 12.500 ( 12.445) top5 3.125 ( 2.435) | Test: [48][44/198] Time 0.737 Data 0.001 top1 9.375 ( 12.376) top5 1.562 ( 2.415) | Test: [48][45/198] Time 0.730 Data 0.000 top1 11.719 ( 12.361) top5 0.781 ( 2.378) | Test: [48][46/198] Time 0.725 Data 0.000 top1 9.375 ( 12.296) top5 2.344 ( 2.378) | Test: [48][47/198] Time 0.717 Data 0.000 top1 8.594 ( 12.217) top5 1.562 ( 2.360) | Test: [48][48/198] Time 0.718 Data 0.001 top1 13.281 ( 12.240) top5 2.344 ( 2.360) | Test: [48][49/198] Time 0.720 Data 0.000 top1 12.500 ( 12.245) top5 1.562 ( 2.344) | Test: [48][50/198] Time 0.718 Data 0.001 top1 7.812 ( 12.156) top5 0.781 ( 2.312) | Test: [48][51/198] Time 0.722 Data 0.001 top1 16.406 ( 12.240) top5 4.688 ( 2.359) | Test: [48][52/198] Time 0.735 Data 0.001 top1 14.844 ( 12.290) top5 2.344 ( 2.359) | Test: [48][53/198] Time 0.734 Data 0.000 top1 9.375 ( 12.235) top5 2.344 ( 2.358) | Test: [48][54/198] Time 0.743 Data 0.000 top1 11.719 ( 12.225) top5 1.562 ( 2.344) | Test: [48][55/198] Time 0.731 Data 0.001 top1 11.719 ( 12.216) top5 2.344 ( 2.344) | Test: [48][56/198] Time 0.726 Data 0.001 top1 10.938 ( 12.193) top5 3.125 ( 2.358) | Test: [48][57/198] Time 0.719 Data 0.000 top1 8.594 ( 12.130) top5 0.781 ( 2.330) | Test: [48][58/198] Time 0.720 Data 0.001 top1 10.156 ( 12.096) top5 1.562 ( 2.317) | Test: [48][59/198] Time 0.740 Data 0.000 top1 14.844 ( 12.142) top5 3.906 ( 2.344) | Test: [48][60/198] Time 0.732 Data 0.001 top1 11.719 ( 12.135) top5 4.688 ( 2.383) | Test: [48][61/198] Time 0.717 Data 0.001 top1 10.156 ( 12.103) top5 1.562 ( 2.369) | Test: [48][62/198] Time 0.727 Data 0.001 top1 12.500 ( 12.109) top5 3.125 ( 2.382) | Test: [48][63/198] Time 0.728 Data 0.001 top1 11.719 ( 12.103) top5 2.344 ( 2.381) | Test: [48][64/198] Time 0.732 Data 0.001 top1 8.594 ( 12.048) top5 0.000 ( 2.344) | Test: [48][65/198] Time 0.746 Data 0.000 top1 10.938 ( 12.031) top5 0.781 ( 2.320) | Test: [48][66/198] Time 0.735 Data 0.000 top1 15.625 ( 12.086) top5 1.562 ( 2.308) | Test: [48][67/198] Time 0.734 Data 0.000 top1 17.188 ( 12.162) top5 3.125 ( 2.320) | Test: [48][68/198] Time 0.720 Data 0.001 top1 6.250 ( 12.075) top5 0.781 ( 2.298) | Test: [48][69/198] Time 0.734 Data 0.000 top1 12.500 ( 12.081) top5 0.000 ( 2.264) | Test: [48][70/198] Time 0.733 Data 0.000 top1 10.938 ( 12.065) top5 2.344 ( 2.266) | Test: [48][71/198] Time 0.733 Data 0.001 top1 7.812 ( 12.005) top5 0.781 ( 2.245) | Test: [48][72/198] Time 0.737 Data 0.000 top1 10.938 ( 11.990) top5 2.344 ( 2.246) | Test: [48][73/198] Time 0.731 Data 0.001 top1 13.281 ( 12.008) top5 2.344 ( 2.247) | Test: [48][74/198] Time 0.730 Data 0.000 top1 10.938 ( 11.993) top5 3.906 ( 2.270) | Test: [48][75/198] Time 0.732 Data 0.000 top1 14.062 ( 12.021) top5 0.781 ( 2.250) | Test: [48][76/198] Time 0.732 Data 0.000 top1 11.719 ( 12.017) top5 3.906 ( 2.272) | Test: [48][77/198] Time 0.722 Data 0.000 top1 10.156 ( 11.993) top5 3.125 ( 2.283) | Test: [48][78/198] Time 0.716 Data 0.000 top1 10.938 ( 11.979) top5 1.562 ( 2.274) | Test: [48][79/198] Time 0.727 Data 0.001 top1 17.188 ( 12.045) top5 3.906 ( 2.294) | Test: [48][80/198] Time 0.720 Data 0.001 top1 11.719 ( 12.041) top5 3.125 ( 2.305) | Test: [48][81/198] Time 0.719 Data 0.001 top1 11.719 ( 12.037) top5 0.000 ( 2.276) | Test: [48][82/198] Time 0.719 Data 0.001 top1 13.281 ( 12.052) top5 6.250 ( 2.325) | Test: [48][83/198] Time 0.721 Data 0.001 top1 14.844 ( 12.086) top5 4.688 ( 2.353) | Test: [48][84/198] Time 0.739 Data 0.001 top1 14.844 ( 12.119) top5 2.344 ( 2.353) | Test: [48][85/198] Time 0.735 Data 0.000 top1 10.156 ( 12.096) top5 2.344 ( 2.353) | Test: [48][86/198] Time 0.739 Data 0.001 top1 10.938 ( 12.082) top5 1.562 ( 2.344) | Test: [48][87/198] Time 0.729 Data 0.002 top1 19.531 ( 12.168) top5 0.781 ( 2.326) | Test: [48][88/198] Time 0.721 Data 0.001 top1 8.594 ( 12.127) top5 2.344 ( 2.326) | Test: [48][89/198] Time 0.729 Data 0.001 top1 12.500 ( 12.131) top5 1.562 ( 2.317) | Test: [48][90/198] Time 0.738 Data 0.000 top1 14.062 ( 12.153) top5 4.688 ( 2.344) | Test: [48][91/198] Time 0.735 Data 0.000 top1 11.719 ( 12.148) top5 3.906 ( 2.361) | Test: [48][92/198] Time 0.720 Data 0.001 top1 15.625 ( 12.186) top5 2.344 ( 2.361) | Test: [48][93/198] Time 0.717 Data 0.001 top1 16.406 ( 12.231) top5 4.688 ( 2.386) | Test: [48][94/198] Time 0.734 Data 0.001 top1 10.156 ( 12.209) top5 1.562 ( 2.377) | Test: [48][95/198] Time 0.720 Data 0.001 top1 18.750 ( 12.278) top5 5.469 ( 2.410) | Test: [48][96/198] Time 0.730 Data 0.001 top1 13.281 ( 12.288) top5 4.688 ( 2.433) | Test: [48][97/198] Time 0.736 Data 0.000 top1 15.625 ( 12.323) top5 5.469 ( 2.465) | Test: [48][98/198] Time 0.735 Data 0.000 top1 14.062 ( 12.341) top5 3.906 ( 2.479) | Test: [48][99/198] Time 0.726 Data 0.001 top1 8.594 ( 12.303) top5 0.781 ( 2.462) | Test: [48][100/198] Time 0.721 Data 0.001 top1 11.719 ( 12.297) top5 3.125 ( 2.469) | Test: [48][101/198] Time 0.716 Data 0.001 top1 9.375 ( 12.268) top5 2.344 ( 2.468) | Test: [48][102/198] Time 0.738 Data 0.001 top1 12.500 ( 12.270) top5 0.000 ( 2.443) | Test: [48][103/198] Time 0.729 Data 0.000 top1 14.844 ( 12.295) top5 7.031 ( 2.488) | Test: [48][104/198] Time 0.733 Data 0.000 top1 10.938 ( 12.282) top5 0.781 ( 2.471) | Test: [48][105/198] Time 0.730 Data 0.001 top1 10.156 ( 12.262) top5 2.344 ( 2.470) | Test: [48][106/198] Time 0.725 Data 0.000 top1 12.500 ( 12.264) top5 0.781 ( 2.454) | Test: [48][107/198] Time 0.737 Data 0.001 top1 15.625 ( 12.296) top5 2.344 ( 2.453) | Test: [48][108/198] Time 0.720 Data 0.001 top1 11.719 ( 12.290) top5 3.125 ( 2.459) | Test: [48][109/198] Time 0.725 Data 0.001 top1 16.406 ( 12.328) top5 3.906 ( 2.473) | Test: [48][110/198] Time 0.719 Data 0.001 top1 15.625 ( 12.358) top5 2.344 ( 2.472) | Test: [48][111/198] Time 0.727 Data 0.002 top1 7.812 ( 12.317) top5 0.781 ( 2.456) | Test: [48][112/198] Time 0.721 Data 0.000 top1 11.719 ( 12.312) top5 1.562 ( 2.448) | Test: [48][113/198] Time 0.736 Data 0.001 top1 9.375 ( 12.286) top5 3.125 ( 2.454) | Test: [48][114/198] Time 0.742 Data 0.002 top1 6.250 ( 12.233) top5 1.562 ( 2.447) | Test: [48][115/198] Time 0.752 Data 0.009 top1 9.375 ( 12.208) top5 2.344 ( 2.446) | Test: [48][116/198] Time 0.736 Data 0.001 top1 14.844 ( 12.231) top5 3.125 ( 2.452) | Test: [48][117/198] Time 0.767 Data 0.001 top1 14.844 ( 12.253) top5 2.344 ( 2.451) | Test: [48][118/198] Time 0.740 Data 0.000 top1 15.625 ( 12.282) top5 3.125 ( 2.456) | Test: [48][119/198] Time 0.729 Data 0.001 top1 11.719 ( 12.277) top5 3.906 ( 2.468) | Test: [48][120/198] Time 0.719 Data 0.000 top1 10.938 ( 12.266) top5 0.781 ( 2.454) | Test: [48][121/198] Time 0.714 Data 0.001 top1 13.281 ( 12.274) top5 2.344 ( 2.454) | Test: [48][122/198] Time 0.715 Data 0.001 top1 15.625 ( 12.301) top5 1.562 ( 2.446) | Test: [48][123/198] Time 0.717 Data 0.000 top1 15.625 ( 12.329) top5 2.344 ( 2.445) | Test: [48][124/198] Time 0.718 Data 0.000 top1 10.156 ( 12.311) top5 2.344 ( 2.445) | Test: [48][125/198] Time 0.720 Data 0.000 top1 14.062 ( 12.325) top5 3.125 ( 2.450) | Test: [48][126/198] Time 0.735 Data 0.000 top1 10.938 ( 12.314) top5 1.562 ( 2.443) | Test: [48][127/198] Time 0.734 Data 0.001 top1 11.719 ( 12.309) top5 2.344 ( 2.442) | Test: [48][128/198] Time 0.734 Data 0.000 top1 8.594 ( 12.280) top5 3.125 ( 2.448) | Test: [48][129/198] Time 0.732 Data 0.000 top1 12.500 ( 12.282) top5 2.344 ( 2.447) | Test: [48][130/198] Time 0.720 Data 0.000 top1 10.938 ( 12.272) top5 2.344 ( 2.446) | Test: [48][131/198] Time 0.719 Data 0.000 top1 11.719 ( 12.267) top5 2.344 ( 2.445) | Test: [48][132/198] Time 0.717 Data 0.000 top1 17.188 ( 12.305) top5 6.250 ( 2.474) | Test: [48][133/198] Time 0.713 Data 0.001 top1 17.969 ( 12.347) top5 4.688 ( 2.491) | Test: [48][134/198] Time 0.727 Data 0.000 top1 16.406 ( 12.378) top5 3.125 ( 2.495) | Test: [48][135/198] Time 0.735 Data 0.001 top1 10.156 ( 12.361) top5 5.469 ( 2.517) | Test: [48][136/198] Time 0.738 Data 0.001 top1 17.969 ( 12.402) top5 2.344 ( 2.516) | Test: [48][137/198] Time 0.737 Data 0.001 top1 14.844 ( 12.420) top5 1.562 ( 2.509) | Test: [48][138/198] Time 0.738 Data 0.000 top1 13.281 ( 12.426) top5 3.125 ( 2.514) | Test: [48][139/198] Time 0.736 Data 0.001 top1 10.938 ( 12.416) top5 1.562 ( 2.507) | Test: [48][140/198] Time 0.730 Data 0.000 top1 11.719 ( 12.411) top5 3.906 ( 2.517) | Test: [48][141/198] Time 0.724 Data 0.001 top1 10.938 ( 12.400) top5 2.344 ( 2.516) | Test: [48][142/198] Time 0.720 Data 0.000 top1 9.375 ( 12.379) top5 2.344 ( 2.514) | Test: [48][143/198] Time 0.721 Data 0.001 top1 13.281 ( 12.385) top5 3.906 ( 2.524) | Test: [48][144/198] Time 0.723 Data 0.000 top1 12.500 ( 12.386) top5 3.906 ( 2.534) | Test: [48][145/198] Time 0.738 Data 0.001 top1 9.375 ( 12.365) top5 1.562 ( 2.527) | Test: [48][146/198] Time 0.735 Data 0.001 top1 10.938 ( 12.356) top5 1.562 ( 2.520) | Test: [48][147/198] Time 0.719 Data 0.001 top1 8.594 ( 12.330) top5 1.562 ( 2.514) | Test: [48][148/198] Time 0.739 Data 0.000 top1 14.062 ( 12.342) top5 1.562 ( 2.507) | Test: [48][149/198] Time 0.734 Data 0.000 top1 11.719 ( 12.337) top5 1.562 ( 2.501) | Test: [48][150/198] Time 0.741 Data 0.001 top1 12.500 ( 12.339) top5 3.125 ( 2.505) | Test: [48][151/198] Time 0.734 Data 0.000 top1 17.188 ( 12.371) top5 4.688 ( 2.520) | Test: [48][152/198] Time 0.730 Data 0.000 top1 10.156 ( 12.356) top5 1.562 ( 2.513) | Test: [48][153/198] Time 0.731 Data 0.000 top1 11.719 ( 12.352) top5 2.344 ( 2.512) | Test: [48][154/198] Time 0.722 Data 0.000 top1 10.938 ( 12.343) top5 1.562 ( 2.506) | Test: [48][155/198] Time 0.715 Data 0.000 top1 9.375 ( 12.324) top5 1.562 ( 2.500) | Test: [48][156/198] Time 0.718 Data 0.000 top1 11.719 ( 12.320) top5 0.781 ( 2.489) | Test: [48][157/198] Time 0.723 Data 0.000 top1 12.500 ( 12.321) top5 1.562 ( 2.483) | Test: [48][158/198] Time 0.715 Data 0.001 top1 10.938 ( 12.312) top5 3.906 ( 2.492) | Test: [48][159/198] Time 0.725 Data 0.000 top1 7.031 ( 12.279) top5 2.344 ( 2.491) | Test: [48][160/198] Time 0.719 Data 0.000 top1 16.406 ( 12.305) top5 3.906 ( 2.500) | Test: [48][161/198] Time 0.717 Data 0.000 top1 11.719 ( 12.301) top5 3.125 ( 2.504) | Test: [48][162/198] Time 0.714 Data 0.001 top1 12.500 ( 12.302) top5 2.344 ( 2.503) | Test: [48][163/198] Time 0.719 Data 0.001 top1 7.031 ( 12.270) top5 1.562 ( 2.497) | Test: [48][164/198] Time 0.723 Data 0.001 top1 12.500 ( 12.271) top5 2.344 ( 2.496) | Test: [48][165/198] Time 0.720 Data 0.001 top1 14.844 ( 12.287) top5 6.250 ( 2.519) | Test: [48][166/198] Time 0.723 Data 0.001 top1 21.094 ( 12.340) top5 4.688 ( 2.532) | Test: [48][167/198] Time 0.724 Data 0.000 top1 7.812 ( 12.313) top5 0.781 ( 2.522) | Test: [48][168/198] Time 0.718 Data 0.000 top1 16.406 ( 12.337) top5 3.125 ( 2.525) | Test: [48][169/198] Time 0.719 Data 0.000 top1 13.281 ( 12.343) top5 1.562 ( 2.519) | Test: [48][170/198] Time 0.720 Data 0.000 top1 12.500 ( 12.344) top5 4.688 ( 2.532) | Test: [48][171/198] Time 0.721 Data 0.001 top1 13.281 ( 12.349) top5 3.906 ( 2.540) | Test: [48][172/198] Time 0.722 Data 0.001 top1 10.938 ( 12.341) top5 1.562 ( 2.535) | Test: [48][173/198] Time 0.736 Data 0.001 top1 10.938 ( 12.333) top5 1.562 ( 2.529) | Test: [48][174/198] Time 0.750 Data 0.000 top1 10.156 ( 12.320) top5 0.781 ( 2.519) | Test: [48][175/198] Time 0.732 Data 0.001 top1 14.844 ( 12.335) top5 3.906 ( 2.527) | Test: [48][176/198] Time 0.736 Data 0.000 top1 6.250 ( 12.300) top5 1.562 ( 2.521) | Test: [48][177/198] Time 0.728 Data 0.000 top1 14.844 ( 12.315) top5 2.344 ( 2.520) | Test: [48][178/198] Time 0.742 Data 0.000 top1 9.375 ( 12.298) top5 2.344 ( 2.519) | Test: [48][179/198] Time 0.728 Data 0.001 top1 17.969 ( 12.330) top5 3.906 ( 2.527) | Test: [48][180/198] Time 0.739 Data 0.000 top1 14.844 ( 12.344) top5 1.562 ( 2.522) | Test: [48][181/198] Time 0.734 Data 0.000 top1 12.500 ( 12.345) top5 2.344 ( 2.521) | Test: [48][182/198] Time 0.728 Data 0.000 top1 13.281 ( 12.350) top5 2.344 ( 2.520) | Test: [48][183/198] Time 0.721 Data 0.000 top1 10.156 ( 12.338) top5 0.781 ( 2.510) | Test: [48][184/198] Time 0.720 Data 0.001 top1 12.500 ( 12.339) top5 2.344 ( 2.509) | Test: [48][185/198] Time 0.737 Data 0.001 top1 8.594 ( 12.318) top5 2.344 ( 2.508) | Test: [48][186/198] Time 0.730 Data 0.000 top1 17.188 ( 12.345) top5 3.906 ( 2.516) | Test: [48][187/198] Time 0.720 Data 0.001 top1 9.375 ( 12.329) top5 1.562 ( 2.511) | Test: [48][188/198] Time 0.713 Data 0.000 top1 12.500 ( 12.330) top5 3.125 ( 2.514) | Test: [48][189/198] Time 0.742 Data 0.001 top1 10.156 ( 12.318) top5 1.562 ( 2.509) | Test: [48][190/198] Time 0.723 Data 0.000 top1 9.375 ( 12.303) top5 3.125 ( 2.512) | Test: [48][191/198] Time 0.725 Data 0.000 top1 18.750 ( 12.336) top5 6.250 ( 2.532) | Test: [48][192/198] Time 0.724 Data 0.004 top1 8.594 ( 12.317) top5 3.125 ( 2.535) | Test: [48][193/198] Time 0.714 Data 0.000 top1 14.062 ( 12.326) top5 2.344 ( 2.534) | Test: [48][194/198] Time 0.717 Data 0.000 top1 12.500 ( 12.327) top5 3.125 ( 2.537) | Test: [48][195/198] Time 0.719 Data 0.000 top1 13.281 ( 12.332) top5 2.344 ( 2.536) | Test: [48][196/198] Time 0.712 Data 0.000 top1 18.750 ( 12.364) top5 3.125 ( 2.539) | Test: [48][197/198] Time 0.259 Data 0.000 top1 14.706 ( 12.376) top5 0.000 ( 2.526) | Test: [48][198/198] Time 0.714 Data 0.000 top1 15.625 ( 12.393) top5 3.906 ( 2.533) * Finished epoch # 48 top1: 12.393 top5: 2.533 * Best model 12.392769607843 2.5331439393939 Epoch 49 => Training epoch # 49 | Epoch: [49][1/553] Time 31.598 Data 29.090 Err 0.3924 top1 10.156 top5 2.344 | Epoch: [49][2/553] Time 2.427 Data 0.001 Err 0.3455 top1 7.031 top5 1.562 | Epoch: [49][3/553] Time 2.460 Data 0.001 Err 0.3298 top1 8.594 top5 3.125 | Epoch: [49][4/553] Time 2.429 Data 0.001 Err 0.2946 top1 8.594 top5 2.344 | Epoch: [49][5/553] Time 2.468 Data 0.001 Err 0.2342 top1 7.812 top5 0.781 | Epoch: [49][6/553] Time 2.454 Data 0.001 Err 0.3598 top1 7.812 top5 3.906 | Epoch: [49][7/553] Time 2.437 Data 0.001 Err 0.3947 top1 8.594 top5 3.906 | Epoch: [49][8/553] Time 2.464 Data 0.001 Err 0.3393 top1 8.594 top5 3.125 | Epoch: [49][9/553] Time 2.447 Data 0.001 Err 0.1861 top1 4.688 top5 1.562 | Epoch: [49][10/553] Time 2.457 Data 0.004 Err 0.2399 top1 7.031 top5 0.781 | Epoch: [49][11/553] Time 2.441 Data 0.001 Err 0.4729 top1 12.500 top5 5.469 | Epoch: [49][12/553] Time 2.434 Data 0.001 Err 0.2608 top1 7.031 top5 1.562 | Epoch: [49][13/553] Time 2.425 Data 0.001 Err 0.1874 top1 4.688 top5 0.781 | Epoch: [49][14/553] Time 2.449 Data 0.001 Err 0.2658 top1 6.250 top5 1.562 | Epoch: [49][15/553] Time 2.438 Data 0.001 Err 0.3928 top1 10.938 top5 1.562 | Epoch: [49][16/553] Time 2.450 Data 0.001 Err 0.2780 top1 8.594 top5 1.562 | Epoch: [49][17/553] Time 2.450 Data 0.001 Err 0.2801 top1 10.156 top5 0.781 | Epoch: [49][18/553] Time 2.430 Data 0.001 Err 0.4039 top1 7.031 top5 5.469 | Epoch: [49][19/553] Time 2.437 Data 0.001 Err 0.3395 top1 11.719 top5 2.344 | Epoch: [49][20/553] Time 2.448 Data 0.001 Err 0.3466 top1 7.031 top5 3.125 | Epoch: [49][21/553] Time 2.444 Data 0.001 Err 0.2395 top1 6.250 top5 0.781 | Epoch: [49][22/553] Time 2.443 Data 0.001 Err 0.3817 top1 10.156 top5 2.344 | Epoch: [49][23/553] Time 2.476 Data 0.001 Err 0.2400 top1 5.469 top5 1.562 | Epoch: [49][24/553] Time 2.434 Data 0.001 Err 0.2549 top1 6.250 top5 2.344 | Epoch: [49][25/553] Time 2.433 Data 0.001 Err 0.2651 top1 7.812 top5 1.562 | Epoch: [49][26/553] Time 2.479 Data 0.001 Err 0.3724 top1 9.375 top5 2.344 | Epoch: [49][27/553] Time 2.487 Data 0.002 Err 0.3036 top1 5.469 top5 2.344 | Epoch: [49][28/553] Time 2.518 Data 0.001 Err 0.1579 top1 4.688 top5 0.781 | Epoch: [49][29/553] Time 2.456 Data 0.001 Err 0.2793 top1 9.375 top5 3.125 | Epoch: [49][30/553] Time 2.455 Data 0.001 Err 0.2433 top1 6.250 top5 3.125 | Epoch: [49][31/553] Time 2.509 Data 0.001 Err 0.3030 top1 9.375 top5 3.125 | Epoch: [49][32/553] Time 2.485 Data 0.001 Err 0.2436 top1 7.812 top5 1.562 | Epoch: [49][33/553] Time 2.457 Data 0.001 Err 0.3387 top1 10.156 top5 2.344 | Epoch: [49][34/553] Time 2.465 Data 0.001 Err 0.2758 top1 8.594 top5 0.781 | Epoch: [49][35/553] Time 2.480 Data 0.001 Err 0.2752 top1 7.031 top5 0.000 | Epoch: [49][36/553] Time 2.492 Data 0.003 Err 0.3999 top1 10.156 top5 3.906 | Epoch: [49][37/553] Time 2.450 Data 0.001 Err 0.3579 top1 8.594 top5 2.344 | Epoch: [49][38/553] Time 2.436 Data 0.001 Err 0.3300 top1 6.250 top5 2.344 | Epoch: [49][39/553] Time 2.429 Data 0.001 Err 0.2236 top1 6.250 top5 1.562 | Epoch: [49][40/553] Time 2.477 Data 0.001 Err 0.1789 top1 5.469 top5 0.000 | Epoch: [49][41/553] Time 2.486 Data 0.000 Err 0.3730 top1 9.375 top5 3.125 | Epoch: [49][42/553] Time 2.433 Data 0.001 Err 0.3609 top1 10.938 top5 2.344 | Epoch: [49][43/553] Time 2.441 Data 0.001 Err 0.3091 top1 10.156 top5 3.906 | Epoch: [49][44/553] Time 2.470 Data 0.001 Err 0.3147 top1 7.812 top5 1.562 | Epoch: [49][45/553] Time 2.480 Data 0.001 Err 0.3706 top1 10.938 top5 2.344 | Epoch: [49][46/553] Time 2.465 Data 0.001 Err 0.3229 top1 9.375 top5 3.125 | Epoch: [49][47/553] Time 2.446 Data 0.001 Err 0.3035 top1 6.250 top5 3.125 | Epoch: [49][48/553] Time 2.475 Data 0.001 Err 0.2336 top1 7.031 top5 1.562 | Epoch: [49][49/553] Time 2.454 Data 0.001 Err 0.2854 top1 6.250 top5 0.000 | Epoch: [49][50/553] Time 2.482 Data 0.000 Err 0.1701 top1 3.906 top5 0.000 | Epoch: [49][51/553] Time 2.479 Data 0.001 Err 0.4137 top1 9.375 top5 6.250 | Epoch: [49][52/553] Time 2.481 Data 0.001 Err 0.2058 top1 6.250 top5 1.562 | Epoch: [49][53/553] Time 2.497 Data 0.001 Err 0.2928 top1 8.594 top5 0.781 | Epoch: [49][54/553] Time 2.446 Data 0.001 Err 0.2539 top1 6.250 top5 2.344 | Epoch: [49][55/553] Time 2.454 Data 0.001 Err 0.3227 top1 7.812 top5 0.781 | Epoch: [49][56/553] Time 2.477 Data 0.001 Err 0.4210 top1 8.594 top5 3.906 | Epoch: [49][57/553] Time 2.480 Data 0.003 Err 0.2740 top1 7.812 top5 0.781 | Epoch: [49][58/553] Time 2.454 Data 0.001 Err 0.3611 top1 8.594 top5 1.562 | Epoch: [49][59/553] Time 2.447 Data 0.001 Err 0.1776 top1 4.688 top5 0.000 | Epoch: [49][60/553] Time 2.466 Data 0.001 Err 0.2638 top1 7.031 top5 1.562 | Epoch: [49][61/553] Time 2.508 Data 0.001 Err 0.2662 top1 7.031 top5 3.125 | Epoch: [49][62/553] Time 2.448 Data 0.001 Err 0.4364 top1 11.719 top5 3.125 | Epoch: [49][63/553] Time 2.465 Data 0.001 Err 0.2843 top1 7.812 top5 2.344 | Epoch: [49][64/553] Time 2.438 Data 0.001 Err 0.2769 top1 7.812 top5 1.562 | Epoch: [49][65/553] Time 2.494 Data 0.001 Err 0.2947 top1 7.031 top5 1.562 | Epoch: [49][66/553] Time 2.440 Data 0.001 Err 0.2970 top1 7.031 top5 1.562 | Epoch: [49][67/553] Time 2.488 Data 0.001 Err 0.3872 top1 10.938 top5 2.344 | Epoch: [49][68/553] Time 2.438 Data 0.000 Err 0.2921 top1 7.031 top5 1.562 | Epoch: [49][69/553] Time 2.523 Data 0.001 Err 0.2730 top1 5.469 top5 2.344 | Epoch: [49][70/553] Time 2.443 Data 0.001 Err 0.3848 top1 11.719 top5 3.906 | Epoch: [49][71/553] Time 2.454 Data 0.001 Err 0.4143 top1 10.156 top5 3.906 | Epoch: [49][72/553] Time 2.455 Data 0.001 Err 0.3746 top1 10.156 top5 3.125 | Epoch: [49][73/553] Time 2.448 Data 0.001 Err 0.3365 top1 9.375 top5 2.344 | Epoch: [49][74/553] Time 2.459 Data 0.001 Err 0.3498 top1 7.812 top5 3.125 | Epoch: [49][75/553] Time 2.514 Data 0.001 Err 0.3888 top1 11.719 top5 1.562 | Epoch: [49][76/553] Time 2.439 Data 0.004 Err 0.3588 top1 10.156 top5 2.344 | Epoch: [49][77/553] Time 2.437 Data 0.001 Err 0.2880 top1 8.594 top5 0.781 | Epoch: [49][78/553] Time 2.455 Data 0.001 Err 0.3561 top1 8.594 top5 3.906 | Epoch: [49][79/553] Time 2.448 Data 0.001 Err 0.3656 top1 11.719 top5 2.344 | Epoch: [49][80/553] Time 2.492 Data 0.001 Err 0.3045 top1 8.594 top5 2.344 | Epoch: [49][81/553] Time 2.445 Data 0.001 Err 0.2715 top1 10.156 top5 1.562 | Epoch: [49][82/553] Time 2.446 Data 0.001 Err 0.3674 top1 9.375 top5 5.469 | Epoch: [49][83/553] Time 2.446 Data 0.001 Err 0.2157 top1 5.469 top5 1.562 | Epoch: [49][84/553] Time 2.517 Data 0.001 Err 0.3922 top1 10.156 top5 3.125 | Epoch: [49][85/553] Time 2.491 Data 0.001 Err 0.2240 top1 7.031 top5 0.781 | Epoch: [49][86/553] Time 2.471 Data 0.001 Err 0.2644 top1 7.031 top5 0.781 | Epoch: [49][87/553] Time 2.459 Data 0.001 Err 0.3830 top1 6.250 top5 2.344 | Epoch: [49][88/553] Time 2.469 Data 0.001 Err 0.4542 top1 13.281 top5 3.125 | Epoch: [49][89/553] Time 2.447 Data 0.001 Err 0.1253 top1 3.906 top5 0.000 | Epoch: [49][90/553] Time 2.462 Data 0.001 Err 0.2755 top1 7.031 top5 0.781 | Epoch: [49][91/553] Time 2.495 Data 0.001 Err 0.2615 top1 8.594 top5 1.562 | Epoch: [49][92/553] Time 2.512 Data 0.001 Err 0.2913 top1 7.031 top5 3.125 | Epoch: [49][93/553] Time 2.454 Data 0.001 Err 0.3150 top1 7.812 top5 2.344 | Epoch: [49][94/553] Time 2.447 Data 0.001 Err 0.3234 top1 9.375 top5 2.344 | Epoch: [49][95/553] Time 2.542 Data 0.005 Err 0.2033 top1 4.688 top5 0.781 | Epoch: [49][96/553] Time 2.480 Data 0.000 Err 0.2188 top1 5.469 top5 0.000 | Epoch: [49][97/553] Time 2.473 Data 0.001 Err 0.3309 top1 8.594 top5 3.125 | Epoch: [49][98/553] Time 2.451 Data 0.001 Err 0.4492 top1 10.156 top5 4.688 | Epoch: [49][99/553] Time 2.437 Data 0.001 Err 0.3024 top1 9.375 top5 1.562 | Epoch: [49][100/553] Time 2.485 Data 0.000 Err 0.2442 top1 7.031 top5 1.562 | Epoch: [49][101/553] Time 2.522 Data 0.001 Err 0.4261 top1 10.938 top5 4.688 | Epoch: [49][102/553] Time 2.445 Data 0.001 Err 0.2346 top1 5.469 top5 1.562 | Epoch: [49][103/553] Time 2.458 Data 0.001 Err 0.3695 top1 7.812 top5 0.781 | Epoch: [49][104/553] Time 2.467 Data 0.001 Err 0.1991 top1 4.688 top5 0.781 | Epoch: [49][105/553] Time 2.471 Data 0.001 Err 0.2895 top1 9.375 top5 1.562 | Epoch: [49][106/553] Time 2.449 Data 0.000 Err 0.4591 top1 10.156 top5 4.688 | Epoch: [49][107/553] Time 2.475 Data 0.001 Err 0.3245 top1 10.938 top5 1.562 | Epoch: [49][108/553] Time 2.481 Data 0.001 Err 0.3478 top1 8.594 top5 3.125 | Epoch: [49][109/553] Time 2.480 Data 0.001 Err 0.1757 top1 5.469 top5 0.000 | Epoch: [49][110/553] Time 2.493 Data 0.001 Err 0.2464 top1 6.250 top5 2.344 | Epoch: [49][111/553] Time 2.449 Data 0.001 Err 0.5472 top1 12.500 top5 4.688 | Epoch: [49][112/553] Time 2.505 Data 0.001 Err 0.2825 top1 6.250 top5 2.344 | Epoch: [49][113/553] Time 2.471 Data 0.001 Err 0.3420 top1 9.375 top5 0.781 | Epoch: [49][114/553] Time 2.443 Data 0.004 Err 0.2871 top1 5.469 top5 1.562 | Epoch: [49][115/553] Time 2.471 Data 0.001 Err 0.3643 top1 9.375 top5 2.344 | Epoch: [49][116/553] Time 2.481 Data 0.001 Err 0.3211 top1 8.594 top5 2.344 | Epoch: [49][117/553] Time 2.459 Data 0.001 Err 0.2701 top1 7.031 top5 1.562 | Epoch: [49][118/553] Time 2.514 Data 0.001 Err 0.2683 top1 7.812 top5 1.562 | Epoch: [49][119/553] Time 2.481 Data 0.001 Err 0.2379 top1 7.812 top5 2.344 | Epoch: [49][120/553] Time 2.482 Data 0.001 Err 0.2934 top1 7.031 top5 0.781 | Epoch: [49][121/553] Time 2.477 Data 0.001 Err 0.2865 top1 7.031 top5 2.344 | Epoch: [49][122/553] Time 2.475 Data 0.001 Err 0.3615 top1 7.812 top5 3.125 | Epoch: [49][123/553] Time 2.451 Data 0.001 Err 0.2327 top1 6.250 top5 2.344 | Epoch: [49][124/553] Time 2.514 Data 0.001 Err 0.3894 top1 10.938 top5 2.344 | Epoch: [49][125/553] Time 2.459 Data 0.001 Err 0.3032 top1 7.031 top5 3.125 | Epoch: [49][126/553] Time 2.453 Data 0.000 Err 0.4201 top1 13.281 top5 3.906 | Epoch: [49][127/553] Time 2.463 Data 0.001 Err 0.2829 top1 8.594 top5 0.781 | Epoch: [49][128/553] Time 2.491 Data 0.000 Err 0.2881 top1 8.594 top5 2.344 | Epoch: [49][129/553] Time 2.475 Data 0.001 Err 0.2713 top1 7.031 top5 2.344 | Epoch: [49][130/553] Time 2.493 Data 0.001 Err 0.3050 top1 7.812 top5 3.125 | Epoch: [49][131/553] Time 2.450 Data 0.001 Err 0.3147 top1 9.375 top5 2.344 | Epoch: [49][132/553] Time 2.505 Data 0.001 Err 0.2364 top1 6.250 top5 2.344 | Epoch: [49][133/553] Time 2.450 Data 0.007 Err 0.4468 top1 12.500 top5 3.906 | Epoch: [49][134/553] Time 2.454 Data 0.001 Err 0.2322 top1 7.031 top5 0.000 | Epoch: [49][135/553] Time 2.464 Data 0.001 Err 0.2039 top1 7.031 top5 1.562 | Epoch: [49][136/553] Time 2.470 Data 0.001 Err 0.3344 top1 7.031 top5 3.125 | Epoch: [49][137/553] Time 2.448 Data 0.001 Err 0.3424 top1 10.156 top5 3.125 | Epoch: [49][138/553] Time 2.450 Data 0.001 Err 0.4989 top1 11.719 top5 3.125 | Epoch: [49][139/553] Time 2.465 Data 0.001 Err 0.4057 top1 10.156 top5 4.688 | Epoch: [49][140/553] Time 2.516 Data 0.001 Err 0.3196 top1 8.594 top5 2.344 | Epoch: [49][141/553] Time 2.443 Data 0.001 Err 0.2297 top1 7.031 top5 1.562 | Epoch: [49][142/553] Time 2.446 Data 0.001 Err 0.3248 top1 10.938 top5 1.562 | Epoch: [49][143/553] Time 2.449 Data 0.001 Err 0.2827 top1 7.812 top5 0.781 | Epoch: [49][144/553] Time 2.454 Data 0.001 Err 0.3080 top1 7.031 top5 3.125 | Epoch: [49][145/553] Time 2.454 Data 0.001 Err 0.3887 top1 10.156 top5 3.125 | Epoch: [49][146/553] Time 2.444 Data 0.001 Err 0.1889 top1 5.469 top5 0.781 | Epoch: [49][147/553] Time 2.481 Data 0.001 Err 0.3166 top1 10.156 top5 2.344 | Epoch: [49][148/553] Time 2.494 Data 0.001 Err 0.3732 top1 10.938 top5 3.125 | Epoch: [49][149/553] Time 2.472 Data 0.000 Err 0.2501 top1 8.594 top5 0.781 | Epoch: [49][150/553] Time 2.444 Data 0.001 Err 0.2127 top1 6.250 top5 1.562 | Epoch: [49][151/553] Time 2.467 Data 0.001 Err 0.3241 top1 8.594 top5 2.344 | Epoch: [49][152/553] Time 2.461 Data 0.005 Err 0.4049 top1 10.938 top5 4.688 | Epoch: [49][153/553] Time 2.448 Data 0.001 Err 0.2128 top1 4.688 top5 1.562 | Epoch: [49][154/553] Time 2.448 Data 0.001 Err 0.3026 top1 7.812 top5 3.125 | Epoch: [49][155/553] Time 2.458 Data 0.001 Err 0.1561 top1 4.688 top5 0.000 | Epoch: [49][156/553] Time 2.435 Data 0.001 Err 0.1830 top1 5.469 top5 0.000 | Epoch: [49][157/553] Time 2.454 Data 0.001 Err 0.3178 top1 7.031 top5 3.125 | Epoch: [49][158/553] Time 2.484 Data 0.001 Err 0.2722 top1 8.594 top5 0.781 | Epoch: [49][159/553] Time 2.475 Data 0.001 Err 0.1004 top1 2.344 top5 0.000 | Epoch: [49][160/553] Time 2.460 Data 0.001 Err 0.4106 top1 10.156 top5 3.125 | Epoch: [49][161/553] Time 2.443 Data 0.001 Err 0.3740 top1 8.594 top5 3.906 | Epoch: [49][162/553] Time 2.456 Data 0.001 Err 0.3175 top1 7.031 top5 3.125 | Epoch: [49][163/553] Time 2.452 Data 0.001 Err 0.2587 top1 7.031 top5 0.781 | Epoch: [49][164/553] Time 2.482 Data 0.001 Err 0.4663 top1 11.719 top5 2.344 | Epoch: [49][165/553] Time 2.461 Data 0.001 Err 0.2118 top1 3.125 top5 1.562 | Epoch: [49][166/553] Time 2.448 Data 0.001 Err 0.4011 top1 10.938 top5 3.125 | Epoch: [49][167/553] Time 2.446 Data 0.001 Err 0.2246 top1 6.250 top5 1.562 | Epoch: [49][168/553] Time 2.524 Data 0.001 Err 0.2754 top1 7.031 top5 2.344 | Epoch: [49][169/553] Time 2.457 Data 0.001 Err 0.3178 top1 7.812 top5 3.125 | Epoch: [49][170/553] Time 2.447 Data 0.001 Err 0.2755 top1 6.250 top5 2.344 | Epoch: [49][171/553] Time 2.446 Data 0.004 Err 0.2779 top1 6.250 top5 0.000 | Epoch: [49][172/553] Time 2.457 Data 0.001 Err 0.3959 top1 8.594 top5 3.906 | Epoch: [49][173/553] Time 2.482 Data 0.001 Err 0.3259 top1 8.594 top5 1.562 | Epoch: [49][174/553] Time 2.466 Data 0.001 Err 0.2733 top1 8.594 top5 1.562 | Epoch: [49][175/553] Time 2.463 Data 0.000 Err 0.3171 top1 8.594 top5 2.344 | Epoch: [49][176/553] Time 2.499 Data 0.001 Err 0.2564 top1 7.031 top5 2.344 | Epoch: [49][177/553] Time 2.454 Data 0.001 Err 0.2459 top1 7.812 top5 1.562 | Epoch: [49][178/553] Time 2.440 Data 0.001 Err 0.4460 top1 10.156 top5 3.906 | Epoch: [49][179/553] Time 2.492 Data 0.001 Err 0.2935 top1 8.594 top5 0.781 | Epoch: [49][180/553] Time 2.446 Data 0.001 Err 0.3428 top1 8.594 top5 3.125 | Epoch: [49][181/553] Time 2.499 Data 0.001 Err 0.2645 top1 10.938 top5 0.781 | Epoch: [49][182/553] Time 2.503 Data 0.000 Err 0.3332 top1 9.375 top5 3.906 | Epoch: [49][183/553] Time 2.451 Data 0.001 Err 0.2731 top1 10.156 top5 1.562 | Epoch: [49][184/553] Time 2.498 Data 0.001 Err 0.2404 top1 5.469 top5 2.344 | Epoch: [49][185/553] Time 2.443 Data 0.001 Err 0.3549 top1 8.594 top5 2.344 | Epoch: [49][186/553] Time 2.453 Data 0.001 Err 0.3887 top1 10.938 top5 3.906 | Epoch: [49][187/553] Time 2.475 Data 0.001 Err 0.3247 top1 7.031 top5 3.125 | Epoch: [49][188/553] Time 2.450 Data 0.001 Err 0.2302 top1 5.469 top5 0.781 | Epoch: [49][189/553] Time 2.473 Data 0.001 Err 0.1936 top1 5.469 top5 0.000 | Epoch: [49][190/553] Time 2.452 Data 0.001 Err 0.4011 top1 12.500 top5 3.125 | Epoch: [49][191/553] Time 2.463 Data 0.001 Err 0.3509 top1 10.156 top5 2.344 | Epoch: [49][192/553] Time 2.449 Data 0.001 Err 0.2580 top1 6.250 top5 1.562 | Epoch: [49][193/553] Time 2.440 Data 0.001 Err 0.2877 top1 7.031 top5 0.781 | Epoch: [49][194/553] Time 2.462 Data 0.001 Err 0.3203 top1 10.938 top5 2.344 | Epoch: [49][195/553] Time 2.471 Data 0.001 Err 0.2924 top1 7.812 top5 2.344 | Epoch: [49][196/553] Time 2.483 Data 0.001 Err 0.2691 top1 7.031 top5 3.125 | Epoch: [49][197/553] Time 2.463 Data 0.001 Err 0.2169 top1 8.594 top5 0.781 | Epoch: [49][198/553] Time 2.441 Data 0.001 Err 0.2602 top1 7.031 top5 3.125 | Epoch: [49][199/553] Time 2.440 Data 0.001 Err 0.3642 top1 8.594 top5 1.562 | Epoch: [49][200/553] Time 2.497 Data 0.001 Err 0.3506 top1 9.375 top5 1.562 | Epoch: [49][201/553] Time 2.459 Data 0.000 Err 0.2865 top1 6.250 top5 3.125 | Epoch: [49][202/553] Time 2.437 Data 0.000 Err 0.3855 top1 8.594 top5 3.125 | Epoch: [49][203/553] Time 2.479 Data 0.001 Err 0.2473 top1 5.469 top5 0.781 | Epoch: [49][204/553] Time 2.526 Data 0.001 Err 0.4506 top1 13.281 top5 3.906 | Epoch: [49][205/553] Time 2.514 Data 0.001 Err 0.3824 top1 9.375 top5 3.906 | Epoch: [49][206/553] Time 2.443 Data 0.001 Err 0.2481 top1 4.688 top5 0.781 | Epoch: [49][207/553] Time 2.494 Data 0.001 Err 0.1963 top1 7.812 top5 0.000 | Epoch: [49][208/553] Time 2.472 Data 0.001 Err 0.4045 top1 10.938 top5 3.125 | Epoch: [49][209/553] Time 2.437 Data 0.005 Err 0.2560 top1 8.594 top5 0.781 | Epoch: [49][210/553] Time 2.455 Data 0.001 Err 0.3143 top1 10.938 top5 1.562 | Epoch: [49][211/553] Time 2.472 Data 0.001 Err 0.2910 top1 7.031 top5 3.125 | Epoch: [49][212/553] Time 2.451 Data 0.001 Err 0.2967 top1 5.469 top5 1.562 | Epoch: [49][213/553] Time 2.445 Data 0.001 Err 0.3287 top1 7.031 top5 3.125 | Epoch: [49][214/553] Time 2.451 Data 0.001 Err 0.3326 top1 7.031 top5 3.125 | Epoch: [49][215/553] Time 2.526 Data 0.001 Err 0.2050 top1 7.812 top5 0.000 | Epoch: [49][216/553] Time 2.495 Data 0.001 Err 0.4634 top1 10.938 top5 4.688 | Epoch: [49][217/553] Time 2.468 Data 0.001 Err 0.2546 top1 7.812 top5 0.781 | Epoch: [49][218/553] Time 2.451 Data 0.001 Err 0.2605 top1 5.469 top5 1.562 | Epoch: [49][219/553] Time 2.464 Data 0.001 Err 0.3056 top1 8.594 top5 0.781 | Epoch: [49][220/553] Time 2.480 Data 0.001 Err 0.3996 top1 12.500 top5 1.562 | Epoch: [49][221/553] Time 2.455 Data 0.001 Err 0.1809 top1 5.469 top5 0.781 | Epoch: [49][222/553] Time 2.450 Data 0.001 Err 0.2707 top1 7.031 top5 1.562 | Epoch: [49][223/553] Time 2.506 Data 0.001 Err 0.2268 top1 7.812 top5 1.562 | Epoch: [49][224/553] Time 2.440 Data 0.001 Err 0.3075 top1 8.594 top5 2.344 | Epoch: [49][225/553] Time 2.443 Data 0.001 Err 0.4158 top1 11.719 top5 3.906 | Epoch: [49][226/553] Time 2.447 Data 0.001 Err 0.2842 top1 6.250 top5 2.344 | Epoch: [49][227/553] Time 2.448 Data 0.001 Err 0.3307 top1 7.812 top5 1.562 | Epoch: [49][228/553] Time 2.469 Data 0.003 Err 0.2391 top1 7.812 top5 0.781 | Epoch: [49][229/553] Time 2.481 Data 0.001 Err 0.3602 top1 8.594 top5 4.688 | Epoch: [49][230/553] Time 2.448 Data 0.001 Err 0.5171 top1 14.844 top5 3.906 | Epoch: [49][231/553] Time 2.460 Data 0.001 Err 0.2651 top1 7.812 top5 2.344 | Epoch: [49][232/553] Time 2.483 Data 0.001 Err 0.2653 top1 9.375 top5 1.562 | Epoch: [49][233/553] Time 2.483 Data 0.001 Err 0.1728 top1 6.250 top5 0.781 | Epoch: [49][234/553] Time 2.452 Data 0.001 Err 0.2045 top1 3.125 top5 1.562 | Epoch: [49][235/553] Time 2.440 Data 0.001 Err 0.3068 top1 7.812 top5 3.125 | Epoch: [49][236/553] Time 2.447 Data 0.001 Err 0.3045 top1 7.812 top5 0.781 | Epoch: [49][237/553] Time 2.452 Data 0.001 Err 0.2590 top1 6.250 top5 1.562 | Epoch: [49][238/553] Time 2.449 Data 0.001 Err 0.3706 top1 10.156 top5 3.125 | Epoch: [49][239/553] Time 2.443 Data 0.001 Err 0.2775 top1 4.688 top5 1.562 | Epoch: [49][240/553] Time 2.460 Data 0.001 Err 0.2391 top1 6.250 top5 0.781 | Epoch: [49][241/553] Time 2.501 Data 0.001 Err 0.3723 top1 10.156 top5 3.125 | Epoch: [49][242/553] Time 2.480 Data 0.001 Err 0.2991 top1 7.812 top5 2.344 | Epoch: [49][243/553] Time 2.491 Data 0.001 Err 0.3431 top1 11.719 top5 2.344 | Epoch: [49][244/553] Time 2.472 Data 0.001 Err 0.2670 top1 6.250 top5 0.781 | Epoch: [49][245/553] Time 2.482 Data 0.001 Err 0.3728 top1 10.156 top5 4.688 | Epoch: [49][246/553] Time 2.441 Data 0.001 Err 0.2917 top1 7.812 top5 1.562 | Epoch: [49][247/553] Time 2.480 Data 0.005 Err 0.3204 top1 7.031 top5 1.562 | Epoch: [49][248/553] Time 2.493 Data 0.001 Err 0.2585 top1 5.469 top5 0.781 | Epoch: [49][249/553] Time 2.448 Data 0.001 Err 0.4123 top1 9.375 top5 3.125 | Epoch: [49][250/553] Time 2.455 Data 0.001 Err 0.2781 top1 7.031 top5 1.562 | Epoch: [49][251/553] Time 2.490 Data 0.000 Err 0.2330 top1 4.688 top5 0.000 | Epoch: [49][252/553] Time 2.438 Data 0.001 Err 0.2949 top1 7.812 top5 3.125 | Epoch: [49][253/553] Time 2.448 Data 0.001 Err 0.2242 top1 8.594 top5 0.781 | Epoch: [49][254/553] Time 2.440 Data 0.001 Err 0.2118 top1 5.469 top5 1.562 | Epoch: [49][255/553] Time 2.451 Data 0.001 Err 0.3347 top1 9.375 top5 3.125 | Epoch: [49][256/553] Time 2.448 Data 0.001 Err 0.2891 top1 5.469 top5 3.125 | Epoch: [49][257/553] Time 2.485 Data 0.001 Err 0.3601 top1 6.250 top5 3.125 | Epoch: [49][258/553] Time 2.438 Data 0.001 Err 0.4022 top1 11.719 top5 3.125 | Epoch: [49][259/553] Time 2.444 Data 0.001 Err 0.3548 top1 8.594 top5 1.562 | Epoch: [49][260/553] Time 2.478 Data 0.000 Err 0.2674 top1 6.250 top5 1.562 | Epoch: [49][261/553] Time 2.447 Data 0.001 Err 0.1866 top1 5.469 top5 0.781 | Epoch: [49][262/553] Time 2.459 Data 0.001 Err 0.2994 top1 8.594 top5 4.688 | Epoch: [49][263/553] Time 2.456 Data 0.001 Err 0.2644 top1 6.250 top5 3.906 | Epoch: [49][264/553] Time 2.486 Data 0.001 Err 0.2211 top1 7.031 top5 2.344 | Epoch: [49][265/553] Time 2.448 Data 0.001 Err 0.4012 top1 9.375 top5 4.688 | Epoch: [49][266/553] Time 2.483 Data 0.004 Err 0.3931 top1 12.500 top5 3.125 | Epoch: [49][267/553] Time 2.478 Data 0.001 Err 0.2151 top1 8.594 top5 1.562 | Epoch: [49][268/553] Time 2.472 Data 0.001 Err 0.3296 top1 10.156 top5 1.562 | Epoch: [49][269/553] Time 2.494 Data 0.001 Err 0.3001 top1 9.375 top5 2.344 | Epoch: [49][270/553] Time 2.443 Data 0.001 Err 0.2646 top1 7.031 top5 3.125 | Epoch: [49][271/553] Time 2.445 Data 0.001 Err 0.3330 top1 9.375 top5 1.562 | Epoch: [49][272/553] Time 2.452 Data 0.001 Err 0.3683 top1 8.594 top5 2.344 | Epoch: [49][273/553] Time 2.439 Data 0.001 Err 0.4398 top1 13.281 top5 3.906 | Epoch: [49][274/553] Time 2.458 Data 0.001 Err 0.2280 top1 3.906 top5 1.562 | Epoch: [49][275/553] Time 2.488 Data 0.001 Err 0.3322 top1 9.375 top5 2.344 | Epoch: [49][276/553] Time 2.489 Data 0.001 Err 0.2755 top1 5.469 top5 1.562 | Epoch: [49][277/553] Time 2.492 Data 0.001 Err 0.1647 top1 4.688 top5 0.000 | Epoch: [49][278/553] Time 2.445 Data 0.001 Err 0.3918 top1 10.156 top5 3.125 | Epoch: [49][279/553] Time 2.506 Data 0.001 Err 0.2159 top1 6.250 top5 1.562 | Epoch: [49][280/553] Time 2.478 Data 0.000 Err 0.3786 top1 9.375 top5 3.125 | Epoch: [49][281/553] Time 2.477 Data 0.001 Err 0.3981 top1 10.938 top5 1.562 | Epoch: [49][282/553] Time 2.440 Data 0.001 Err 0.3876 top1 10.156 top5 4.688 | Epoch: [49][283/553] Time 2.474 Data 0.001 Err 0.3913 top1 9.375 top5 2.344 | Epoch: [49][284/553] Time 2.455 Data 0.001 Err 0.2310 top1 6.250 top5 0.781 | Epoch: [49][285/553] Time 2.475 Data 0.001 Err 0.2226 top1 5.469 top5 0.000 | Epoch: [49][286/553] Time 2.444 Data 0.001 Err 0.3927 top1 9.375 top5 3.906 | Epoch: [49][287/553] Time 2.467 Data 0.001 Err 0.2185 top1 6.250 top5 1.562 | Epoch: [49][288/553] Time 2.462 Data 0.001 Err 0.2462 top1 7.031 top5 1.562 | Epoch: [49][289/553] Time 2.517 Data 0.001 Err 0.2475 top1 8.594 top5 1.562 | Epoch: [49][290/553] Time 2.452 Data 0.001 Err 0.2792 top1 7.812 top5 1.562 | Epoch: [49][291/553] Time 2.492 Data 0.001 Err 0.2633 top1 7.031 top5 2.344 | Epoch: [49][292/553] Time 2.449 Data 0.001 Err 0.3020 top1 10.156 top5 2.344 | Epoch: [49][293/553] Time 2.479 Data 0.001 Err 0.3628 top1 9.375 top5 3.906 | Epoch: [49][294/553] Time 2.446 Data 0.001 Err 0.3125 top1 10.156 top5 1.562 | Epoch: [49][295/553] Time 2.502 Data 0.001 Err 0.1991 top1 3.906 top5 0.000 | Epoch: [49][296/553] Time 2.451 Data 0.001 Err 0.3023 top1 7.031 top5 1.562 | Epoch: [49][297/553] Time 2.440 Data 0.001 Err 0.2875 top1 4.688 top5 2.344 | Epoch: [49][298/553] Time 2.444 Data 0.001 Err 0.4221 top1 10.938 top5 4.688 | Epoch: [49][299/553] Time 2.463 Data 0.001 Err 0.3470 top1 7.031 top5 3.125 | Epoch: [49][300/553] Time 2.444 Data 0.001 Err 0.3173 top1 7.031 top5 3.906 | Epoch: [49][301/553] Time 2.437 Data 0.001 Err 0.4332 top1 9.375 top5 3.125 | Epoch: [49][302/553] Time 2.463 Data 0.001 Err 0.3618 top1 10.156 top5 3.906 | Epoch: [49][303/553] Time 2.443 Data 0.001 Err 0.2262 top1 6.250 top5 2.344 | Epoch: [49][304/553] Time 2.472 Data 0.003 Err 0.2100 top1 7.031 top5 0.000 | Epoch: [49][305/553] Time 2.446 Data 0.000 Err 0.4111 top1 9.375 top5 4.688 | Epoch: [49][306/553] Time 2.481 Data 0.001 Err 0.3472 top1 9.375 top5 3.125 | Epoch: [49][307/553] Time 2.444 Data 0.001 Err 0.3124 top1 7.812 top5 2.344 | Epoch: [49][308/553] Time 2.499 Data 0.001 Err 0.1998 top1 5.469 top5 0.781 | Epoch: [49][309/553] Time 2.519 Data 0.001 Err 0.3054 top1 7.812 top5 1.562 | Epoch: [49][310/553] Time 2.439 Data 0.001 Err 0.2286 top1 7.031 top5 0.781 | Epoch: [49][311/553] Time 2.442 Data 0.001 Err 0.4620 top1 11.719 top5 3.125 | Epoch: [49][312/553] Time 2.480 Data 0.001 Err 0.3050 top1 7.031 top5 1.562 | Epoch: [49][313/553] Time 2.440 Data 0.001 Err 0.2548 top1 6.250 top5 1.562 | Epoch: [49][314/553] Time 2.451 Data 0.001 Err 0.3848 top1 9.375 top5 3.125 | Epoch: [49][315/553] Time 2.470 Data 0.001 Err 0.2715 top1 7.812 top5 2.344 | Epoch: [49][316/553] Time 2.476 Data 0.001 Err 0.2493 top1 6.250 top5 0.781 | Epoch: [49][317/553] Time 2.459 Data 0.001 Err 0.3044 top1 12.500 top5 0.781 | Epoch: [49][318/553] Time 2.439 Data 0.000 Err 0.2462 top1 7.031 top5 2.344 | Epoch: [49][319/553] Time 2.488 Data 0.001 Err 0.4032 top1 8.594 top5 5.469 | Epoch: [49][320/553] Time 2.435 Data 0.001 Err 0.2282 top1 4.688 top5 1.562 | Epoch: [49][321/553] Time 2.445 Data 0.001 Err 0.4184 top1 8.594 top5 2.344 | Epoch: [49][322/553] Time 2.447 Data 0.001 Err 0.3248 top1 9.375 top5 3.125 | Epoch: [49][323/553] Time 2.484 Data 0.003 Err 0.3249 top1 8.594 top5 0.781 | Epoch: [49][324/553] Time 2.462 Data 0.001 Err 0.4886 top1 11.719 top5 3.125 | Epoch: [49][325/553] Time 2.461 Data 0.001 Err 0.3432 top1 7.812 top5 3.125 | Epoch: [49][326/553] Time 2.481 Data 0.000 Err 0.2941 top1 7.812 top5 1.562 | Epoch: [49][327/553] Time 2.449 Data 0.001 Err 0.3117 top1 7.031 top5 3.125 | Epoch: [49][328/553] Time 2.440 Data 0.001 Err 0.3154 top1 8.594 top5 3.125 | Epoch: [49][329/553] Time 2.479 Data 0.001 Err 0.3359 top1 8.594 top5 3.125 | Epoch: [49][330/553] Time 2.474 Data 0.001 Err 0.4276 top1 10.156 top5 5.469 | Epoch: [49][331/553] Time 2.438 Data 0.001 Err 0.3799 top1 9.375 top5 1.562 | Epoch: [49][332/553] Time 2.448 Data 0.001 Err 0.1954 top1 6.250 top5 0.781 | Epoch: [49][333/553] Time 2.441 Data 0.001 Err 0.1729 top1 6.250 top5 0.000 | Epoch: [49][334/553] Time 2.481 Data 0.001 Err 0.2739 top1 8.594 top5 1.562 | Epoch: [49][335/553] Time 2.460 Data 0.001 Err 0.2470 top1 7.812 top5 0.000 | Epoch: [49][336/553] Time 2.452 Data 0.001 Err 0.2940 top1 8.594 top5 1.562 | Epoch: [49][337/553] Time 2.475 Data 0.001 Err 0.4540 top1 10.938 top5 5.469 | Epoch: [49][338/553] Time 2.450 Data 0.001 Err 0.2887 top1 6.250 top5 2.344 | Epoch: [49][339/553] Time 2.449 Data 0.001 Err 0.3456 top1 9.375 top5 3.906 | Epoch: [49][340/553] Time 2.455 Data 0.001 Err 0.3012 top1 7.812 top5 1.562 | Epoch: [49][341/553] Time 2.436 Data 0.001 Err 0.3330 top1 8.594 top5 2.344 | Epoch: [49][342/553] Time 2.443 Data 0.002 Err 0.2121 top1 6.250 top5 1.562 | Epoch: [49][343/553] Time 2.456 Data 0.001 Err 0.2813 top1 10.156 top5 2.344 | Epoch: [49][344/553] Time 2.471 Data 0.001 Err 0.3045 top1 8.594 top5 0.781 | Epoch: [49][345/553] Time 2.439 Data 0.001 Err 0.4112 top1 12.500 top5 3.906 | Epoch: [49][346/553] Time 2.484 Data 0.001 Err 0.2987 top1 8.594 top5 1.562 | Epoch: [49][347/553] Time 2.472 Data 0.001 Err 0.3063 top1 9.375 top5 3.125 | Epoch: [49][348/553] Time 2.476 Data 0.001 Err 0.3180 top1 8.594 top5 1.562 | Epoch: [49][349/553] Time 2.470 Data 0.001 Err 0.2788 top1 7.812 top5 2.344 | Epoch: [49][350/553] Time 2.466 Data 0.001 Err 0.2436 top1 6.250 top5 1.562 | Epoch: [49][351/553] Time 2.494 Data 0.001 Err 0.4528 top1 12.500 top5 3.906 | Epoch: [49][352/553] Time 2.490 Data 0.001 Err 0.2124 top1 7.812 top5 0.781 | Epoch: [49][353/553] Time 2.456 Data 0.001 Err 0.2789 top1 7.031 top5 3.125 | Epoch: [49][354/553] Time 2.465 Data 0.001 Err 0.2224 top1 7.031 top5 1.562 | Epoch: [49][355/553] Time 2.448 Data 0.001 Err 0.2397 top1 5.469 top5 3.125 | Epoch: [49][356/553] Time 2.444 Data 0.001 Err 0.2042 top1 7.031 top5 0.000 | Epoch: [49][357/553] Time 2.465 Data 0.001 Err 0.3098 top1 7.031 top5 2.344 | Epoch: [49][358/553] Time 2.473 Data 0.001 Err 0.3614 top1 10.938 top5 2.344 | Epoch: [49][359/553] Time 2.474 Data 0.001 Err 0.2939 top1 10.156 top5 0.781 | Epoch: [49][360/553] Time 2.443 Data 0.001 Err 0.1947 top1 5.469 top5 0.000 | Epoch: [49][361/553] Time 2.445 Data 0.007 Err 0.3270 top1 7.031 top5 3.125 | Epoch: [49][362/553] Time 2.455 Data 0.000 Err 0.2705 top1 7.812 top5 1.562 | Epoch: [49][363/553] Time 2.458 Data 0.001 Err 0.2360 top1 7.812 top5 1.562 | Epoch: [49][364/553] Time 2.462 Data 0.001 Err 0.2377 top1 6.250 top5 1.562 | Epoch: [49][365/553] Time 2.477 Data 0.001 Err 0.1986 top1 4.688 top5 0.000 | Epoch: [49][366/553] Time 2.452 Data 0.001 Err 0.2720 top1 7.031 top5 0.781 | Epoch: [49][367/553] Time 2.497 Data 0.001 Err 0.3100 top1 7.812 top5 3.125 | Epoch: [49][368/553] Time 2.442 Data 0.001 Err 0.1450 top1 2.344 top5 0.000 | Epoch: [49][369/553] Time 2.482 Data 0.001 Err 0.4093 top1 9.375 top5 4.688 | Epoch: [49][370/553] Time 2.474 Data 0.001 Err 0.4740 top1 13.281 top5 3.125 | Epoch: [49][371/553] Time 2.521 Data 0.001 Err 0.2004 top1 7.031 top5 0.000 | Epoch: [49][372/553] Time 2.488 Data 0.001 Err 0.4146 top1 10.938 top5 2.344 | Epoch: [49][373/553] Time 2.478 Data 0.001 Err 0.4394 top1 10.938 top5 3.125 | Epoch: [49][374/553] Time 2.470 Data 0.001 Err 0.2620 top1 6.250 top5 2.344 | Epoch: [49][375/553] Time 2.453 Data 0.001 Err 0.2224 top1 7.812 top5 1.562 | Epoch: [49][376/553] Time 2.451 Data 0.001 Err 0.3864 top1 8.594 top5 4.688 | Epoch: [49][377/553] Time 2.451 Data 0.001 Err 0.4227 top1 11.719 top5 3.125 | Epoch: [49][378/553] Time 2.475 Data 0.001 Err 0.2363 top1 6.250 top5 0.781 | Epoch: [49][379/553] Time 2.442 Data 0.001 Err 0.3636 top1 6.250 top5 4.688 | Epoch: [49][380/553] Time 2.450 Data 0.002 Err 0.4106 top1 12.500 top5 3.125 | Epoch: [49][381/553] Time 2.446 Data 0.001 Err 0.2565 top1 4.688 top5 2.344 | Epoch: [49][382/553] Time 2.461 Data 0.000 Err 0.3941 top1 10.938 top5 3.125 | Epoch: [49][383/553] Time 2.467 Data 0.001 Err 0.4261 top1 10.938 top5 3.125 | Epoch: [49][384/553] Time 2.444 Data 0.000 Err 0.1945 top1 6.250 top5 0.781 | Epoch: [49][385/553] Time 2.490 Data 0.001 Err 0.3322 top1 9.375 top5 3.125 | Epoch: [49][386/553] Time 2.467 Data 0.004 Err 0.2319 top1 4.688 top5 1.562 | Epoch: [49][387/553] Time 2.444 Data 0.001 Err 0.3317 top1 8.594 top5 2.344 | Epoch: [49][388/553] Time 2.453 Data 0.001 Err 0.3637 top1 7.812 top5 3.125 | Epoch: [49][389/553] Time 2.461 Data 0.001 Err 0.2576 top1 7.031 top5 0.781 | Epoch: [49][390/553] Time 2.447 Data 0.001 Err 0.2442 top1 5.469 top5 2.344 | Epoch: [49][391/553] Time 2.445 Data 0.000 Err 0.2826 top1 10.156 top5 1.562 | Epoch: [49][392/553] Time 2.481 Data 0.000 Err 0.1340 top1 5.469 top5 0.000 | Epoch: [49][393/553] Time 2.517 Data 0.000 Err 0.3831 top1 10.156 top5 4.688 | Epoch: [49][394/553] Time 2.512 Data 0.000 Err 0.2191 top1 4.688 top5 0.781 | Epoch: [49][395/553] Time 2.464 Data 0.001 Err 0.2800 top1 8.594 top5 1.562 | Epoch: [49][396/553] Time 2.443 Data 0.001 Err 0.3319 top1 7.812 top5 3.125 | Epoch: [49][397/553] Time 2.485 Data 0.001 Err 0.2070 top1 5.469 top5 0.781 | Epoch: [49][398/553] Time 2.444 Data 0.001 Err 0.2262 top1 7.812 top5 1.562 | Epoch: [49][399/553] Time 2.465 Data 0.002 Err 0.2988 top1 5.469 top5 2.344 | Epoch: [49][400/553] Time 2.469 Data 0.001 Err 0.4582 top1 10.938 top5 3.906 | Epoch: [49][401/553] Time 2.435 Data 0.001 Err 0.2595 top1 7.812 top5 0.000 | Epoch: [49][402/553] Time 2.445 Data 0.001 Err 0.2648 top1 6.250 top5 1.562 | Epoch: [49][403/553] Time 2.463 Data 0.001 Err 0.2788 top1 6.250 top5 2.344 | Epoch: [49][404/553] Time 2.435 Data 0.001 Err 0.2729 top1 7.031 top5 1.562 | Epoch: [49][405/553] Time 2.447 Data 0.001 Err 0.3008 top1 9.375 top5 1.562 | Epoch: [49][406/553] Time 2.479 Data 0.001 Err 0.4257 top1 9.375 top5 3.906 | Epoch: [49][407/553] Time 2.450 Data 0.001 Err 0.1999 top1 6.250 top5 0.000 | Epoch: [49][408/553] Time 2.443 Data 0.001 Err 0.2856 top1 4.688 top5 1.562 | Epoch: [49][409/553] Time 2.457 Data 0.001 Err 0.4545 top1 14.844 top5 3.906 | Epoch: [49][410/553] Time 2.441 Data 0.001 Err 0.2278 top1 7.031 top5 1.562 | Epoch: [49][411/553] Time 2.462 Data 0.001 Err 0.4061 top1 8.594 top5 2.344 | Epoch: [49][412/553] Time 2.452 Data 0.001 Err 0.2059 top1 6.250 top5 0.000 | Epoch: [49][413/553] Time 2.455 Data 0.001 Err 0.1935 top1 4.688 top5 0.781 | Epoch: [49][414/553] Time 2.466 Data 0.001 Err 0.2670 top1 8.594 top5 0.000 | Epoch: [49][415/553] Time 2.463 Data 0.001 Err 0.3870 top1 12.500 top5 2.344 | Epoch: [49][416/553] Time 2.495 Data 0.001 Err 0.4349 top1 13.281 top5 3.906 | Epoch: [49][417/553] Time 2.441 Data 0.001 Err 0.2873 top1 10.156 top5 0.781 | Epoch: [49][418/553] Time 2.462 Data 0.002 Err 0.2615 top1 5.469 top5 1.562 | Epoch: [49][419/553] Time 2.468 Data 0.001 Err 0.2880 top1 7.812 top5 1.562 | Epoch: [49][420/553] Time 2.464 Data 0.001 Err 0.3825 top1 10.938 top5 2.344 | Epoch: [49][421/553] Time 2.437 Data 0.001 Err 0.2615 top1 7.031 top5 3.906 | Epoch: [49][422/553] Time 2.467 Data 0.001 Err 0.2243 top1 5.469 top5 2.344 | Epoch: [49][423/553] Time 2.491 Data 0.000 Err 0.5322 top1 14.062 top5 6.250 | Epoch: [49][424/553] Time 2.440 Data 0.001 Err 0.4725 top1 10.938 top5 6.250 | Epoch: [49][425/553] Time 2.441 Data 0.001 Err 0.3029 top1 8.594 top5 1.562 | Epoch: [49][426/553] Time 2.516 Data 0.001 Err 0.3638 top1 6.250 top5 3.125 | Epoch: [49][427/553] Time 2.438 Data 0.001 Err 0.2541 top1 3.906 top5 1.562 | Epoch: [49][428/553] Time 2.445 Data 0.001 Err 0.2737 top1 7.031 top5 0.781 | Epoch: [49][429/553] Time 2.505 Data 0.001 Err 0.2457 top1 4.688 top5 0.781 | Epoch: [49][430/553] Time 2.479 Data 0.001 Err 0.1645 top1 3.906 top5 0.000 | Epoch: [49][431/553] Time 2.456 Data 0.000 Err 0.2918 top1 7.812 top5 1.562 | Epoch: [49][432/553] Time 2.448 Data 0.001 Err 0.2922 top1 7.812 top5 2.344 | Epoch: [49][433/553] Time 2.468 Data 0.001 Err 0.2681 top1 8.594 top5 1.562 | Epoch: [49][434/553] Time 2.519 Data 0.001 Err 0.2361 top1 4.688 top5 1.562 | Epoch: [49][435/553] Time 2.481 Data 0.001 Err 0.2262 top1 6.250 top5 0.781 | Epoch: [49][436/553] Time 2.475 Data 0.001 Err 0.2325 top1 5.469 top5 1.562 | Epoch: [49][437/553] Time 2.451 Data 0.001 Err 0.3002 top1 9.375 top5 3.125 | Epoch: [49][438/553] Time 2.470 Data 0.001 Err 0.3484 top1 8.594 top5 3.906 | Epoch: [49][439/553] Time 2.446 Data 0.001 Err 0.3251 top1 9.375 top5 3.125 | Epoch: [49][440/553] Time 2.452 Data 0.001 Err 0.2414 top1 7.031 top5 1.562 | Epoch: [49][441/553] Time 2.465 Data 0.000 Err 0.3691 top1 7.812 top5 3.125 | Epoch: [49][442/553] Time 2.468 Data 0.001 Err 0.2996 top1 7.812 top5 1.562 | Epoch: [49][443/553] Time 2.449 Data 0.001 Err 0.2682 top1 6.250 top5 2.344 | Epoch: [49][444/553] Time 2.442 Data 0.001 Err 0.4184 top1 9.375 top5 4.688 | Epoch: [49][445/553] Time 2.498 Data 0.001 Err 0.2423 top1 5.469 top5 1.562 | Epoch: [49][446/553] Time 2.483 Data 0.001 Err 0.4026 top1 9.375 top5 3.125 | Epoch: [49][447/553] Time 2.454 Data 0.001 Err 0.2830 top1 4.688 top5 2.344 | Epoch: [49][448/553] Time 2.496 Data 0.001 Err 0.3647 top1 9.375 top5 3.125 | Epoch: [49][449/553] Time 2.480 Data 0.001 Err 0.3878 top1 9.375 top5 4.688 | Epoch: [49][450/553] Time 2.492 Data 0.001 Err 0.3665 top1 9.375 top5 2.344 | Epoch: [49][451/553] Time 2.470 Data 0.001 Err 0.2623 top1 5.469 top5 3.906 | Epoch: [49][452/553] Time 2.488 Data 0.001 Err 0.4259 top1 9.375 top5 2.344 | Epoch: [49][453/553] Time 2.488 Data 0.001 Err 0.2282 top1 5.469 top5 2.344 | Epoch: [49][454/553] Time 2.449 Data 0.001 Err 0.3565 top1 7.812 top5 3.125 | Epoch: [49][455/553] Time 2.487 Data 0.001 Err 0.2977 top1 6.250 top5 3.125 | Epoch: [49][456/553] Time 2.453 Data 0.001 Err 0.2865 top1 5.469 top5 2.344 | Epoch: [49][457/553] Time 2.535 Data 0.001 Err 0.2619 top1 7.031 top5 2.344 | Epoch: [49][458/553] Time 2.445 Data 0.001 Err 0.2794 top1 7.031 top5 2.344 | Epoch: [49][459/553] Time 2.442 Data 0.001 Err 0.3709 top1 13.281 top5 2.344 | Epoch: [49][460/553] Time 2.447 Data 0.001 Err 0.3194 top1 7.031 top5 3.906 | Epoch: [49][461/553] Time 2.487 Data 0.001 Err 0.3670 top1 13.281 top5 3.125 | Epoch: [49][462/553] Time 2.462 Data 0.001 Err 0.4048 top1 10.156 top5 2.344 | Epoch: [49][463/553] Time 2.474 Data 0.001 Err 0.3229 top1 8.594 top5 2.344 | Epoch: [49][464/553] Time 2.456 Data 0.001 Err 0.5194 top1 10.938 top5 5.469 | Epoch: [49][465/553] Time 2.514 Data 0.001 Err 0.2454 top1 8.594 top5 0.000 | Epoch: [49][466/553] Time 2.490 Data 0.001 Err 0.2435 top1 4.688 top5 1.562 | Epoch: [49][467/553] Time 2.433 Data 0.001 Err 0.2030 top1 5.469 top5 0.781 | Epoch: [49][468/553] Time 2.485 Data 0.001 Err 0.3288 top1 11.719 top5 2.344 | Epoch: [49][469/553] Time 2.466 Data 0.001 Err 0.3345 top1 7.031 top5 4.688 | Epoch: [49][470/553] Time 2.440 Data 0.001 Err 0.3395 top1 7.812 top5 3.125 | Epoch: [49][471/553] Time 2.449 Data 0.001 Err 0.2914 top1 7.031 top5 3.125 | Epoch: [49][472/553] Time 2.442 Data 0.001 Err 0.3221 top1 8.594 top5 1.562 | Epoch: [49][473/553] Time 2.478 Data 0.001 Err 0.2510 top1 6.250 top5 2.344 | Epoch: [49][474/553] Time 2.464 Data 0.001 Err 0.4101 top1 12.500 top5 3.906 | Epoch: [49][475/553] Time 2.478 Data 0.002 Err 0.3063 top1 9.375 top5 2.344 | Epoch: [49][476/553] Time 2.460 Data 0.001 Err 0.2842 top1 7.031 top5 2.344 | Epoch: [49][477/553] Time 2.451 Data 0.001 Err 0.2231 top1 4.688 top5 0.781 | Epoch: [49][478/553] Time 2.467 Data 0.001 Err 0.2351 top1 4.688 top5 2.344 | Epoch: [49][479/553] Time 2.513 Data 0.001 Err 0.2175 top1 4.688 top5 2.344 | Epoch: [49][480/553] Time 2.454 Data 0.001 Err 0.1563 top1 3.906 top5 0.781 | Epoch: [49][481/553] Time 2.485 Data 0.001 Err 0.2237 top1 5.469 top5 0.781 | Epoch: [49][482/553] Time 2.467 Data 0.001 Err 0.2655 top1 5.469 top5 1.562 | Epoch: [49][483/553] Time 2.480 Data 0.001 Err 0.3504 top1 7.031 top5 3.906 | Epoch: [49][484/553] Time 2.504 Data 0.001 Err 0.2568 top1 7.031 top5 1.562 | Epoch: [49][485/553] Time 2.473 Data 0.001 Err 0.2380 top1 3.906 top5 1.562 | Epoch: [49][486/553] Time 2.436 Data 0.001 Err 0.2533 top1 5.469 top5 2.344 | Epoch: [49][487/553] Time 2.482 Data 0.000 Err 0.1848 top1 5.469 top5 0.000 | Epoch: [49][488/553] Time 2.451 Data 0.001 Err 0.3573 top1 9.375 top5 3.906 | Epoch: [49][489/553] Time 2.441 Data 0.000 Err 0.1365 top1 2.344 top5 0.781 | Epoch: [49][490/553] Time 2.449 Data 0.001 Err 0.4558 top1 11.719 top5 2.344 | Epoch: [49][491/553] Time 2.447 Data 0.001 Err 0.2993 top1 8.594 top5 0.781 | Epoch: [49][492/553] Time 2.450 Data 0.002 Err 0.2044 top1 3.906 top5 2.344 | Epoch: [49][493/553] Time 2.451 Data 0.001 Err 0.2463 top1 8.594 top5 1.562 | Epoch: [49][494/553] Time 2.478 Data 0.004 Err 0.2747 top1 7.031 top5 0.781 | Epoch: [49][495/553] Time 2.467 Data 0.001 Err 0.2593 top1 7.031 top5 1.562 | Epoch: [49][496/553] Time 2.433 Data 0.001 Err 0.2950 top1 7.031 top5 3.125 | Epoch: [49][497/553] Time 2.446 Data 0.001 Err 0.3057 top1 8.594 top5 3.125 | Epoch: [49][498/553] Time 2.466 Data 0.001 Err 0.3334 top1 9.375 top5 2.344 | Epoch: [49][499/553] Time 2.501 Data 0.001 Err 0.3701 top1 8.594 top5 4.688 | Epoch: [49][500/553] Time 2.472 Data 0.001 Err 0.1923 top1 3.125 top5 0.000 | Epoch: [49][501/553] Time 2.435 Data 0.001 Err 0.2825 top1 8.594 top5 1.562 | Epoch: [49][502/553] Time 2.466 Data 0.001 Err 0.3370 top1 10.156 top5 0.781 | Epoch: [49][503/553] Time 2.439 Data 0.001 Err 0.4006 top1 11.719 top5 3.125 | Epoch: [49][504/553] Time 2.510 Data 0.001 Err 0.2281 top1 5.469 top5 1.562 | Epoch: [49][505/553] Time 2.492 Data 0.001 Err 0.3030 top1 8.594 top5 2.344 | Epoch: [49][506/553] Time 2.461 Data 0.001 Err 0.3319 top1 7.812 top5 3.125 | Epoch: [49][507/553] Time 2.443 Data 0.000 Err 0.5194 top1 11.719 top5 5.469 | Epoch: [49][508/553] Time 2.476 Data 0.001 Err 0.2683 top1 7.031 top5 3.125 | Epoch: [49][509/553] Time 2.489 Data 0.001 Err 0.3271 top1 8.594 top5 1.562 | Epoch: [49][510/553] Time 2.442 Data 0.003 Err 0.3727 top1 8.594 top5 3.906 | Epoch: [49][511/553] Time 2.451 Data 0.001 Err 0.2828 top1 5.469 top5 2.344 | Epoch: [49][512/553] Time 2.514 Data 0.001 Err 0.2136 top1 6.250 top5 1.562 | Epoch: [49][513/553] Time 2.451 Data 0.004 Err 0.3230 top1 10.156 top5 3.125 | Epoch: [49][514/553] Time 2.434 Data 0.000 Err 0.2795 top1 7.031 top5 2.344 | Epoch: [49][515/553] Time 2.442 Data 0.001 Err 0.3980 top1 10.156 top5 3.906 | Epoch: [49][516/553] Time 2.496 Data 0.001 Err 0.2255 top1 6.250 top5 0.781 | Epoch: [49][517/553] Time 2.450 Data 0.001 Err 0.1451 top1 3.125 top5 0.781 | Epoch: [49][518/553] Time 2.440 Data 0.000 Err 0.2662 top1 5.469 top5 1.562 | Epoch: [49][519/553] Time 2.444 Data 0.001 Err 0.3226 top1 9.375 top5 1.562 | Epoch: [49][520/553] Time 2.477 Data 0.000 Err 0.1824 top1 4.688 top5 0.000 | Epoch: [49][521/553] Time 2.436 Data 0.001 Err 0.3493 top1 9.375 top5 3.906 | Epoch: [49][522/553] Time 2.476 Data 0.001 Err 0.3705 top1 11.719 top5 1.562 | Epoch: [49][523/553] Time 2.519 Data 0.001 Err 0.3288 top1 7.812 top5 3.125 | Epoch: [49][524/553] Time 2.442 Data 0.001 Err 0.3490 top1 8.594 top5 2.344 | Epoch: [49][525/553] Time 2.453 Data 0.001 Err 0.2192 top1 5.469 top5 1.562 | Epoch: [49][526/553] Time 2.451 Data 0.001 Err 0.3223 top1 9.375 top5 4.688 | Epoch: [49][527/553] Time 2.445 Data 0.001 Err 0.3737 top1 10.938 top5 2.344 | Epoch: [49][528/553] Time 2.498 Data 0.001 Err 0.3524 top1 10.156 top5 3.125 | Epoch: [49][529/553] Time 2.471 Data 0.001 Err 0.4387 top1 10.938 top5 3.906 | Epoch: [49][530/553] Time 2.467 Data 0.001 Err 0.2139 top1 4.688 top5 0.781 | Epoch: [49][531/553] Time 2.478 Data 0.001 Err 0.3267 top1 10.156 top5 0.781 | Epoch: [49][532/553] Time 2.488 Data 0.004 Err 0.3528 top1 9.375 top5 3.906 | Epoch: [49][533/553] Time 2.473 Data 0.000 Err 0.2562 top1 7.031 top5 0.781 | Epoch: [49][534/553] Time 2.475 Data 0.001 Err 0.1967 top1 5.469 top5 0.781 | Epoch: [49][535/553] Time 2.439 Data 0.001 Err 0.2716 top1 7.031 top5 0.781 | Epoch: [49][536/553] Time 2.448 Data 0.001 Err 0.3064 top1 9.375 top5 1.562 | Epoch: [49][537/553] Time 2.494 Data 0.001 Err 0.3193 top1 8.594 top5 2.344 | Epoch: [49][538/553] Time 2.448 Data 0.001 Err 0.3618 top1 8.594 top5 3.125 | Epoch: [49][539/553] Time 2.509 Data 0.001 Err 0.3183 top1 10.938 top5 2.344 | Epoch: [49][540/553] Time 2.472 Data 0.001 Err 0.3341 top1 10.156 top5 1.562 | Epoch: [49][541/553] Time 2.465 Data 0.002 Err 0.4049 top1 9.375 top5 3.125 | Epoch: [49][542/553] Time 2.484 Data 0.001 Err 0.3226 top1 6.250 top5 3.125 | Epoch: [49][543/553] Time 2.479 Data 0.000 Err 0.3203 top1 8.594 top5 2.344 | Epoch: [49][544/553] Time 2.504 Data 0.000 Err 0.3540 top1 9.375 top5 2.344 | Epoch: [49][545/553] Time 2.440 Data 0.000 Err 0.3918 top1 10.156 top5 3.125 | Epoch: [49][546/553] Time 2.451 Data 0.001 Err 0.2512 top1 8.594 top5 2.344 | Epoch: [49][547/553] Time 2.441 Data 0.000 Err 0.1769 top1 5.469 top5 0.781 | Epoch: [49][548/553] Time 2.488 Data 0.000 Err 0.4266 top1 10.156 top5 4.688 | Epoch: [49][549/553] Time 2.449 Data 0.001 Err 0.2170 top1 4.688 top5 0.781 | Epoch: [49][550/553] Time 2.447 Data 0.001 Err 0.3950 top1 9.375 top5 4.688 | Epoch: [49][551/553] Time 2.439 Data 0.000 Err 0.4296 top1 10.156 top5 3.906 | Epoch: [49][552/553] Time 2.489 Data 0.000 Err 0.2861 top1 7.812 top5 2.344 | Epoch: [49][553/553] Time 1.026 Data 0.000 Err 0.2588 top1 6.818 top5 2.273 | Test: [49][1/198] Time 2.638 Data 1.897 top1 7.812 ( 7.812) top5 0.781 ( 0.781) | Test: [49][2/198] Time 0.726 Data 0.001 top1 14.062 ( 10.938) top5 1.562 ( 1.172) | Test: [49][3/198] Time 0.721 Data 0.003 top1 10.156 ( 10.677) top5 2.344 ( 1.562) | Test: [49][4/198] Time 0.723 Data 0.001 top1 14.844 ( 11.719) top5 5.469 ( 2.539) | Test: [49][5/198] Time 0.716 Data 0.001 top1 12.500 ( 11.875) top5 1.562 ( 2.344) | Test: [49][6/198] Time 0.718 Data 0.000 top1 10.938 ( 11.719) top5 2.344 ( 2.344) | Test: [49][7/198] Time 0.714 Data 0.001 top1 10.938 ( 11.607) top5 2.344 ( 2.344) | Test: [49][8/198] Time 0.716 Data 0.001 top1 7.812 ( 11.133) top5 1.562 ( 2.246) | Test: [49][9/198] Time 0.720 Data 0.001 top1 14.844 ( 11.545) top5 2.344 ( 2.257) | Test: [49][10/198] Time 0.717 Data 0.001 top1 14.844 ( 11.875) top5 0.000 ( 2.031) | Test: [49][11/198] Time 0.731 Data 0.001 top1 9.375 ( 11.648) top5 1.562 ( 1.989) | Test: [49][12/198] Time 0.720 Data 0.001 top1 13.281 ( 11.784) top5 3.125 ( 2.083) | Test: [49][13/198] Time 0.726 Data 0.007 top1 10.938 ( 11.719) top5 3.906 ( 2.224) | Test: [49][14/198] Time 0.723 Data 0.001 top1 6.250 ( 11.328) top5 2.344 ( 2.232) | Test: [49][15/198] Time 0.719 Data 0.001 top1 13.281 ( 11.458) top5 0.000 ( 2.083) | Test: [49][16/198] Time 0.724 Data 0.000 top1 14.844 ( 11.670) top5 3.125 ( 2.148) | Test: [49][17/198] Time 0.723 Data 0.000 top1 10.156 ( 11.581) top5 3.125 ( 2.206) | Test: [49][18/198] Time 0.719 Data 0.001 top1 10.156 ( 11.502) top5 3.125 ( 2.257) | Test: [49][19/198] Time 0.719 Data 0.001 top1 14.062 ( 11.637) top5 0.781 ( 2.179) | Test: [49][20/198] Time 0.782 Data 0.001 top1 14.844 ( 11.797) top5 3.906 ( 2.266) | Test: [49][21/198] Time 0.715 Data 0.001 top1 13.281 ( 11.868) top5 1.562 ( 2.232) | Test: [49][22/198] Time 0.729 Data 0.001 top1 20.312 ( 12.251) top5 1.562 ( 2.202) | Test: [49][23/198] Time 0.810 Data 0.001 top1 12.500 ( 12.262) top5 2.344 ( 2.208) | Test: [49][24/198] Time 0.807 Data 0.001 top1 20.312 ( 12.598) top5 3.125 ( 2.246) | Test: [49][25/198] Time 0.795 Data 0.001 top1 11.719 ( 12.562) top5 2.344 ( 2.250) | Test: [49][26/198] Time 0.775 Data 0.001 top1 14.844 ( 12.650) top5 1.562 ( 2.224) | Test: [49][27/198] Time 0.740 Data 0.001 top1 14.062 ( 12.703) top5 4.688 ( 2.315) | Test: [49][28/198] Time 0.720 Data 0.001 top1 14.062 ( 12.751) top5 1.562 ( 2.288) | Test: [49][29/198] Time 0.788 Data 0.001 top1 14.062 ( 12.796) top5 2.344 ( 2.290) | Test: [49][30/198] Time 0.726 Data 0.001 top1 17.188 ( 12.943) top5 3.125 ( 2.318) | Test: [49][31/198] Time 0.741 Data 0.001 top1 16.406 ( 13.054) top5 3.906 ( 2.369) | Test: [49][32/198] Time 0.724 Data 0.001 top1 8.594 ( 12.915) top5 1.562 ( 2.344) | Test: [49][33/198] Time 0.722 Data 0.001 top1 11.719 ( 12.879) top5 1.562 ( 2.320) | Test: [49][34/198] Time 0.720 Data 0.001 top1 20.312 ( 13.097) top5 3.906 ( 2.367) | Test: [49][35/198] Time 0.729 Data 0.001 top1 9.375 ( 12.991) top5 3.125 ( 2.388) | Test: [49][36/198] Time 0.723 Data 0.003 top1 14.844 ( 13.043) top5 3.125 ( 2.409) | Test: [49][37/198] Time 0.735 Data 0.001 top1 10.156 ( 12.965) top5 1.562 ( 2.386) | Test: [49][38/198] Time 0.727 Data 0.005 top1 15.625 ( 13.035) top5 0.781 ( 2.344) | Test: [49][39/198] Time 0.718 Data 0.002 top1 10.938 ( 12.981) top5 1.562 ( 2.324) | Test: [49][40/198] Time 0.735 Data 0.001 top1 10.938 ( 12.930) top5 3.906 ( 2.363) | Test: [49][41/198] Time 0.774 Data 0.001 top1 7.812 ( 12.805) top5 1.562 ( 2.344) | Test: [49][42/198] Time 0.791 Data 0.000 top1 14.844 ( 12.853) top5 3.125 ( 2.362) | Test: [49][43/198] Time 0.776 Data 0.000 top1 11.719 ( 12.827) top5 3.906 ( 2.398) | Test: [49][44/198] Time 0.725 Data 0.001 top1 13.281 ( 12.837) top5 1.562 ( 2.379) | Test: [49][45/198] Time 0.806 Data 0.001 top1 15.625 ( 12.899) top5 1.562 ( 2.361) | Test: [49][46/198] Time 0.798 Data 0.001 top1 7.812 ( 12.789) top5 1.562 ( 2.344) | Test: [49][47/198] Time 0.783 Data 0.000 top1 14.062 ( 12.816) top5 3.906 ( 2.377) | Test: [49][48/198] Time 0.722 Data 0.001 top1 14.062 ( 12.842) top5 3.125 ( 2.393) | Test: [49][49/198] Time 0.729 Data 0.001 top1 15.625 ( 12.899) top5 3.125 ( 2.408) | Test: [49][50/198] Time 0.719 Data 0.001 top1 16.406 ( 12.969) top5 1.562 ( 2.391) | Test: [49][51/198] Time 0.798 Data 0.001 top1 14.844 ( 13.006) top5 0.781 ( 2.359) | Test: [49][52/198] Time 0.736 Data 0.001 top1 15.625 ( 13.056) top5 4.688 ( 2.404) | Test: [49][53/198] Time 0.775 Data 0.001 top1 9.375 ( 12.986) top5 0.781 ( 2.373) | Test: [49][54/198] Time 0.755 Data 0.001 top1 14.844 ( 13.021) top5 6.250 ( 2.445) | Test: [49][55/198] Time 0.806 Data 0.001 top1 16.406 ( 13.082) top5 3.125 ( 2.457) | Test: [49][56/198] Time 0.735 Data 0.002 top1 10.938 ( 13.044) top5 1.562 ( 2.441) | Test: [49][57/198] Time 0.717 Data 0.001 top1 10.938 ( 13.007) top5 0.000 ( 2.399) | Test: [49][58/198] Time 0.721 Data 0.001 top1 15.625 ( 13.052) top5 4.688 ( 2.438) | Test: [49][59/198] Time 0.722 Data 0.001 top1 8.594 ( 12.977) top5 1.562 ( 2.423) | Test: [49][60/198] Time 0.734 Data 0.001 top1 14.844 ( 13.008) top5 3.125 ( 2.435) | Test: [49][61/198] Time 0.737 Data 0.001 top1 10.156 ( 12.961) top5 1.562 ( 2.421) | Test: [49][62/198] Time 0.742 Data 0.001 top1 9.375 ( 12.903) top5 1.562 ( 2.407) | Test: [49][63/198] Time 0.728 Data 0.001 top1 11.719 ( 12.884) top5 3.906 ( 2.431) | Test: [49][64/198] Time 0.721 Data 0.001 top1 15.625 ( 12.927) top5 0.781 ( 2.405) | Test: [49][65/198] Time 0.718 Data 0.001 top1 17.188 ( 12.993) top5 3.906 ( 2.428) | Test: [49][66/198] Time 0.711 Data 0.001 top1 17.969 ( 13.068) top5 2.344 ( 2.427) | Test: [49][67/198] Time 0.716 Data 0.001 top1 10.938 ( 13.036) top5 0.781 ( 2.402) | Test: [49][68/198] Time 0.715 Data 0.001 top1 17.188 ( 13.097) top5 3.125 ( 2.413) | Test: [49][69/198] Time 0.727 Data 0.001 top1 9.375 ( 13.043) top5 1.562 ( 2.400) | Test: [49][70/198] Time 0.721 Data 0.001 top1 11.719 ( 13.025) top5 0.781 ( 2.377) | Test: [49][71/198] Time 0.726 Data 0.001 top1 14.844 ( 13.050) top5 3.906 ( 2.399) | Test: [49][72/198] Time 0.748 Data 0.000 top1 8.594 ( 12.988) top5 3.906 ( 2.420) | Test: [49][73/198] Time 0.717 Data 0.001 top1 10.156 ( 12.949) top5 3.125 ( 2.429) | Test: [49][74/198] Time 0.724 Data 0.001 top1 10.156 ( 12.912) top5 2.344 ( 2.428) | Test: [49][75/198] Time 0.748 Data 0.000 top1 16.406 ( 12.958) top5 1.562 ( 2.417) | Test: [49][76/198] Time 0.723 Data 0.001 top1 10.156 ( 12.921) top5 1.562 ( 2.405) | Test: [49][77/198] Time 0.718 Data 0.001 top1 8.594 ( 12.865) top5 1.562 ( 2.394) | Test: [49][78/198] Time 0.715 Data 0.001 top1 19.531 ( 12.951) top5 3.125 ( 2.404) | Test: [49][79/198] Time 0.737 Data 0.001 top1 15.625 ( 12.985) top5 3.906 ( 2.423) | Test: [49][80/198] Time 0.729 Data 0.001 top1 10.156 ( 12.949) top5 2.344 ( 2.422) | Test: [49][81/198] Time 0.731 Data 0.001 top1 14.062 ( 12.963) top5 2.344 ( 2.421) | Test: [49][82/198] Time 0.796 Data 0.001 top1 14.844 ( 12.986) top5 5.469 ( 2.458) | Test: [49][83/198] Time 0.786 Data 0.001 top1 14.844 ( 13.008) top5 3.125 ( 2.466) | Test: [49][84/198] Time 0.797 Data 0.001 top1 11.719 ( 12.993) top5 0.781 ( 2.446) | Test: [49][85/198] Time 0.723 Data 0.001 top1 10.938 ( 12.969) top5 3.125 ( 2.454) | Test: [49][86/198] Time 0.715 Data 0.001 top1 11.719 ( 12.954) top5 3.906 ( 2.471) | Test: [49][87/198] Time 0.724 Data 0.001 top1 12.500 ( 12.949) top5 3.125 ( 2.478) | Test: [49][88/198] Time 0.771 Data 0.008 top1 14.844 ( 12.971) top5 3.125 ( 2.486) | Test: [49][89/198] Time 0.770 Data 0.001 top1 14.062 ( 12.983) top5 1.562 ( 2.475) | Test: [49][90/198] Time 0.722 Data 0.001 top1 10.938 ( 12.960) top5 2.344 ( 2.474) | Test: [49][91/198] Time 0.717 Data 0.001 top1 8.594 ( 12.912) top5 0.781 ( 2.455) | Test: [49][92/198] Time 0.719 Data 0.001 top1 8.594 ( 12.865) top5 1.562 ( 2.446) | Test: [49][93/198] Time 0.723 Data 0.000 top1 10.938 ( 12.844) top5 2.344 ( 2.445) | Test: [49][94/198] Time 0.724 Data 0.000 top1 10.156 ( 12.816) top5 4.688 ( 2.468) | Test: [49][95/198] Time 0.719 Data 0.001 top1 15.625 ( 12.845) top5 4.688 ( 2.492) | Test: [49][96/198] Time 0.726 Data 0.001 top1 7.031 ( 12.785) top5 0.781 ( 2.474) | Test: [49][97/198] Time 0.718 Data 0.001 top1 14.062 ( 12.798) top5 0.000 ( 2.448) | Test: [49][98/198] Time 0.727 Data 0.001 top1 14.062 ( 12.811) top5 3.125 ( 2.455) | Test: [49][99/198] Time 0.730 Data 0.000 top1 13.281 ( 12.816) top5 0.781 ( 2.438) | Test: [49][100/198] Time 0.724 Data 0.001 top1 14.844 ( 12.836) top5 5.469 ( 2.469) | Test: [49][101/198] Time 0.753 Data 0.001 top1 11.719 ( 12.825) top5 3.906 ( 2.483) | Test: [49][102/198] Time 0.725 Data 0.001 top1 7.031 ( 12.768) top5 2.344 ( 2.482) | Test: [49][103/198] Time 0.734 Data 0.001 top1 9.375 ( 12.735) top5 1.562 ( 2.473) | Test: [49][104/198] Time 0.724 Data 0.003 top1 13.281 ( 12.740) top5 2.344 ( 2.471) | Test: [49][105/198] Time 0.737 Data 0.001 top1 15.625 ( 12.768) top5 2.344 ( 2.470) | Test: [49][106/198] Time 0.768 Data 0.001 top1 14.062 ( 12.780) top5 3.906 ( 2.484) | Test: [49][107/198] Time 0.727 Data 0.001 top1 17.188 ( 12.821) top5 1.562 ( 2.475) | Test: [49][108/198] Time 0.734 Data 0.001 top1 14.844 ( 12.840) top5 4.688 ( 2.496) | Test: [49][109/198] Time 0.733 Data 0.001 top1 12.500 ( 12.837) top5 1.562 ( 2.487) | Test: [49][110/198] Time 0.734 Data 0.001 top1 14.844 ( 12.855) top5 1.562 ( 2.479) | Test: [49][111/198] Time 0.726 Data 0.001 top1 10.156 ( 12.831) top5 2.344 ( 2.477) | Test: [49][112/198] Time 0.767 Data 0.001 top1 15.625 ( 12.856) top5 0.781 ( 2.462) | Test: [49][113/198] Time 0.758 Data 0.001 top1 7.031 ( 12.804) top5 1.562 ( 2.454) | Test: [49][114/198] Time 0.718 Data 0.001 top1 11.719 ( 12.795) top5 1.562 ( 2.447) | Test: [49][115/198] Time 0.715 Data 0.001 top1 16.406 ( 12.826) top5 0.781 ( 2.432) | Test: [49][116/198] Time 0.731 Data 0.003 top1 17.969 ( 12.870) top5 6.250 ( 2.465) | Test: [49][117/198] Time 0.729 Data 0.001 top1 11.719 ( 12.861) top5 2.344 ( 2.464) | Test: [49][118/198] Time 0.737 Data 0.004 top1 14.062 ( 12.871) top5 1.562 ( 2.456) | Test: [49][119/198] Time 0.723 Data 0.001 top1 14.062 ( 12.881) top5 2.344 ( 2.455) | Test: [49][120/198] Time 0.722 Data 0.001 top1 11.719 ( 12.871) top5 1.562 ( 2.448) | Test: [49][121/198] Time 0.719 Data 0.001 top1 15.625 ( 12.894) top5 3.125 ( 2.454) | Test: [49][122/198] Time 0.713 Data 0.001 top1 13.281 ( 12.897) top5 1.562 ( 2.446) | Test: [49][123/198] Time 0.718 Data 0.001 top1 16.406 ( 12.926) top5 4.688 ( 2.464) | Test: [49][124/198] Time 0.720 Data 0.001 top1 14.062 ( 12.935) top5 2.344 ( 2.463) | Test: [49][125/198] Time 0.711 Data 0.001 top1 10.938 ( 12.919) top5 2.344 ( 2.462) | Test: [49][126/198] Time 0.720 Data 0.003 top1 10.156 ( 12.897) top5 3.125 ( 2.468) | Test: [49][127/198] Time 0.717 Data 0.001 top1 17.188 ( 12.931) top5 1.562 ( 2.461) | Test: [49][128/198] Time 0.724 Data 0.001 top1 11.719 ( 12.921) top5 1.562 ( 2.454) | Test: [49][129/198] Time 0.714 Data 0.000 top1 9.375 ( 12.894) top5 0.781 ( 2.441) | Test: [49][130/198] Time 0.717 Data 0.001 top1 17.969 ( 12.933) top5 3.906 ( 2.452) | Test: [49][131/198] Time 0.722 Data 0.001 top1 17.969 ( 12.971) top5 5.469 ( 2.475) | Test: [49][132/198] Time 0.717 Data 0.001 top1 13.281 ( 12.973) top5 3.906 ( 2.486) | Test: [49][133/198] Time 0.749 Data 0.001 top1 16.406 ( 12.999) top5 3.125 ( 2.491) | Test: [49][134/198] Time 0.725 Data 0.001 top1 18.750 ( 13.042) top5 3.125 ( 2.495) | Test: [49][135/198] Time 0.729 Data 0.001 top1 8.594 ( 13.009) top5 2.344 ( 2.494) | Test: [49][136/198] Time 0.716 Data 0.001 top1 7.812 ( 12.971) top5 1.562 ( 2.487) | Test: [49][137/198] Time 0.723 Data 0.001 top1 14.844 ( 12.985) top5 3.906 ( 2.498) | Test: [49][138/198] Time 0.720 Data 0.001 top1 14.062 ( 12.993) top5 0.781 ( 2.485) | Test: [49][139/198] Time 0.726 Data 0.001 top1 12.500 ( 12.989) top5 2.344 ( 2.484) | Test: [49][140/198] Time 0.724 Data 0.004 top1 10.938 ( 12.974) top5 3.125 ( 2.489) | Test: [49][141/198] Time 0.737 Data 0.001 top1 14.062 ( 12.982) top5 3.125 ( 2.493) | Test: [49][142/198] Time 0.815 Data 0.001 top1 13.281 ( 12.984) top5 1.562 ( 2.487) | Test: [49][143/198] Time 0.726 Data 0.001 top1 12.500 ( 12.981) top5 4.688 ( 2.502) | Test: [49][144/198] Time 0.781 Data 0.003 top1 17.969 ( 13.015) top5 3.906 ( 2.512) | Test: [49][145/198] Time 0.718 Data 0.001 top1 10.156 ( 12.996) top5 1.562 ( 2.505) | Test: [49][146/198] Time 0.716 Data 0.001 top1 9.375 ( 12.971) top5 0.781 ( 2.494) | Test: [49][147/198] Time 0.719 Data 0.001 top1 7.031 ( 12.930) top5 0.781 ( 2.482) | Test: [49][148/198] Time 0.714 Data 0.001 top1 16.406 ( 12.954) top5 4.688 ( 2.497) | Test: [49][149/198] Time 0.720 Data 0.001 top1 10.156 ( 12.935) top5 1.562 ( 2.491) | Test: [49][150/198] Time 0.719 Data 0.001 top1 10.156 ( 12.917) top5 3.125 ( 2.495) | Test: [49][151/198] Time 0.723 Data 0.001 top1 15.625 ( 12.935) top5 3.125 ( 2.499) | Test: [49][152/198] Time 0.716 Data 0.001 top1 9.375 ( 12.911) top5 1.562 ( 2.493) | Test: [49][153/198] Time 0.720 Data 0.001 top1 16.406 ( 12.934) top5 3.125 ( 2.497) | Test: [49][154/198] Time 0.720 Data 0.001 top1 10.938 ( 12.921) top5 5.469 ( 2.516) | Test: [49][155/198] Time 0.717 Data 0.001 top1 17.969 ( 12.954) top5 5.469 ( 2.535) | Test: [49][156/198] Time 0.724 Data 0.001 top1 10.938 ( 12.941) top5 3.906 ( 2.544) | Test: [49][157/198] Time 0.721 Data 0.001 top1 7.812 ( 12.908) top5 3.125 ( 2.548) | Test: [49][158/198] Time 0.716 Data 0.001 top1 12.500 ( 12.905) top5 3.125 ( 2.551) | Test: [49][159/198] Time 0.710 Data 0.001 top1 11.719 ( 12.898) top5 3.125 ( 2.555) | Test: [49][160/198] Time 0.724 Data 0.001 top1 16.406 ( 12.920) top5 3.125 ( 2.559) | Test: [49][161/198] Time 0.722 Data 0.002 top1 14.062 ( 12.927) top5 3.906 ( 2.567) | Test: [49][162/198] Time 0.797 Data 0.001 top1 13.281 ( 12.929) top5 2.344 ( 2.566) | Test: [49][163/198] Time 0.807 Data 0.001 top1 10.938 ( 12.917) top5 1.562 ( 2.559) | Test: [49][164/198] Time 0.723 Data 0.001 top1 13.281 ( 12.919) top5 2.344 ( 2.558) | Test: [49][165/198] Time 0.747 Data 0.001 top1 10.938 ( 12.907) top5 3.125 ( 2.562) | Test: [49][166/198] Time 0.732 Data 0.003 top1 12.500 ( 12.905) top5 3.906 ( 2.570) | Test: [49][167/198] Time 0.727 Data 0.001 top1 9.375 ( 12.884) top5 0.000 ( 2.554) | Test: [49][168/198] Time 0.721 Data 0.001 top1 11.719 ( 12.877) top5 2.344 ( 2.553) | Test: [49][169/198] Time 0.717 Data 0.001 top1 7.812 ( 12.847) top5 3.125 ( 2.556) | Test: [49][170/198] Time 0.717 Data 0.001 top1 8.594 ( 12.822) top5 1.562 ( 2.551) | Test: [49][171/198] Time 0.811 Data 0.001 top1 14.062 ( 12.829) top5 2.344 ( 2.549) | Test: [49][172/198] Time 0.737 Data 0.010 top1 17.969 ( 12.859) top5 5.469 ( 2.566) | Test: [49][173/198] Time 0.725 Data 0.004 top1 11.719 ( 12.852) top5 3.906 ( 2.574) | Test: [49][174/198] Time 0.756 Data 0.001 top1 14.062 ( 12.859) top5 3.906 ( 2.582) | Test: [49][175/198] Time 0.737 Data 0.003 top1 10.938 ( 12.848) top5 3.125 ( 2.585) | Test: [49][176/198] Time 0.726 Data 0.000 top1 12.500 ( 12.846) top5 3.906 ( 2.592) | Test: [49][177/198] Time 0.713 Data 0.001 top1 15.625 ( 12.862) top5 3.125 ( 2.595) | Test: [49][178/198] Time 0.716 Data 0.001 top1 11.719 ( 12.856) top5 3.906 ( 2.603) | Test: [49][179/198] Time 0.715 Data 0.001 top1 6.250 ( 12.819) top5 1.562 ( 2.597) | Test: [49][180/198] Time 0.725 Data 0.000 top1 14.844 ( 12.830) top5 4.688 ( 2.609) | Test: [49][181/198] Time 0.716 Data 0.001 top1 10.938 ( 12.819) top5 3.125 ( 2.611) | Test: [49][182/198] Time 0.713 Data 0.001 top1 12.500 ( 12.818) top5 3.125 ( 2.614) | Test: [49][183/198] Time 0.765 Data 0.001 top1 18.750 ( 12.850) top5 3.906 ( 2.621) | Test: [49][184/198] Time 0.727 Data 0.001 top1 7.812 ( 12.823) top5 0.781 ( 2.611) | Test: [49][185/198] Time 0.727 Data 0.001 top1 10.156 ( 12.808) top5 2.344 ( 2.610) | Test: [49][186/198] Time 0.730 Data 0.001 top1 11.719 ( 12.802) top5 2.344 ( 2.608) | Test: [49][187/198] Time 0.832 Data 0.001 top1 13.281 ( 12.805) top5 1.562 ( 2.603) | Test: [49][188/198] Time 0.722 Data 0.000 top1 10.938 ( 12.795) top5 0.781 ( 2.593) | Test: [49][189/198] Time 0.782 Data 0.000 top1 7.812 ( 12.769) top5 2.344 ( 2.592) | Test: [49][190/198] Time 0.723 Data 0.000 top1 12.500 ( 12.767) top5 4.688 ( 2.603) | Test: [49][191/198] Time 0.722 Data 0.000 top1 14.844 ( 12.778) top5 3.125 ( 2.606) | Test: [49][192/198] Time 0.726 Data 0.000 top1 14.062 ( 12.785) top5 3.125 ( 2.608) | Test: [49][193/198] Time 0.726 Data 0.000 top1 6.250 ( 12.751) top5 2.344 ( 2.607) | Test: [49][194/198] Time 0.734 Data 0.000 top1 12.500 ( 12.750) top5 1.562 ( 2.601) | Test: [49][195/198] Time 0.725 Data 0.000 top1 7.031 ( 12.720) top5 1.562 ( 2.596) | Test: [49][196/198] Time 0.264 Data 0.000 top1 20.588 ( 12.760) top5 2.941 ( 2.598) | Test: [49][197/198] Time 0.717 Data 0.000 top1 11.719 ( 12.755) top5 0.781 ( 2.589) | Test: [49][198/198] Time 0.725 Data 0.000 top1 11.719 ( 12.750) top5 3.906 ( 2.595) * Finished epoch # 49 top1: 12.750 top5: 2.595 Epoch 50 => Training epoch # 50 | Epoch: [50][1/553] Time 4.953 Data 2.431 Err 0.2970 top1 7.812 top5 2.344 | Epoch: [50][2/553] Time 2.458 Data 0.001 Err 0.2812 top1 5.469 top5 3.125 | Epoch: [50][3/553] Time 2.472 Data 0.001 Err 0.2022 top1 4.688 top5 1.562 | Epoch: [50][4/553] Time 2.457 Data 0.001 Err 0.2835 top1 7.812 top5 2.344 | Epoch: [50][5/553] Time 2.460 Data 0.001 Err 0.2761 top1 7.031 top5 2.344 | Epoch: [50][6/553] Time 2.458 Data 0.001 Err 0.1808 top1 6.250 top5 0.781 | Epoch: [50][7/553] Time 2.441 Data 0.001 Err 0.3185 top1 8.594 top5 1.562 | Epoch: [50][8/553] Time 2.502 Data 0.001 Err 0.3085 top1 7.812 top5 3.906 | Epoch: [50][9/553] Time 2.463 Data 0.001 Err 0.3596 top1 9.375 top5 3.125 | Epoch: [50][10/553] Time 2.443 Data 0.001 Err 0.2345 top1 5.469 top5 1.562 | Epoch: [50][11/553] Time 2.438 Data 0.001 Err 0.4239 top1 12.500 top5 4.688 | Epoch: [50][12/553] Time 2.477 Data 0.001 Err 0.2491 top1 4.688 top5 1.562 | Epoch: [50][13/553] Time 2.484 Data 0.002 Err 0.2656 top1 6.250 top5 2.344 | Epoch: [50][14/553] Time 2.430 Data 0.001 Err 0.3786 top1 6.250 top5 3.906 | Epoch: [50][15/553] Time 2.452 Data 0.001 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [50][16/553] Time 2.480 Data 0.001 Err 0.1524 top1 4.688 top5 0.000 | Epoch: [50][17/553] Time 2.448 Data 0.001 Err 0.2372 top1 7.031 top5 0.781 | Epoch: [50][18/553] Time 2.467 Data 0.001 Err 0.3438 top1 7.031 top5 2.344 | Epoch: [50][19/553] Time 2.448 Data 0.001 Err 0.2824 top1 7.031 top5 3.906 | Epoch: [50][20/553] Time 2.439 Data 0.001 Err 0.1744 top1 4.688 top5 1.562 | Epoch: [50][21/553] Time 2.474 Data 0.001 Err 0.2272 top1 4.688 top5 2.344 | Epoch: [50][22/553] Time 2.459 Data 0.001 Err 0.2660 top1 6.250 top5 3.125 | Epoch: [50][23/553] Time 2.508 Data 0.001 Err 0.3049 top1 7.031 top5 3.125 | Epoch: [50][24/553] Time 2.451 Data 0.001 Err 0.2868 top1 8.594 top5 3.125 | Epoch: [50][25/553] Time 2.479 Data 0.001 Err 0.3635 top1 9.375 top5 1.562 | Epoch: [50][26/553] Time 2.440 Data 0.001 Err 0.4239 top1 11.719 top5 2.344 | Epoch: [50][27/553] Time 2.438 Data 0.001 Err 0.3549 top1 9.375 top5 3.906 | Epoch: [50][28/553] Time 2.438 Data 0.001 Err 0.3570 top1 7.031 top5 3.125 | Epoch: [50][29/553] Time 2.467 Data 0.001 Err 0.2147 top1 6.250 top5 0.781 | Epoch: [50][30/553] Time 2.480 Data 0.001 Err 0.4282 top1 12.500 top5 2.344 | Epoch: [50][31/553] Time 2.447 Data 0.001 Err 0.2120 top1 6.250 top5 0.000 | Epoch: [50][32/553] Time 2.521 Data 0.001 Err 0.1996 top1 5.469 top5 1.562 | Epoch: [50][33/553] Time 2.494 Data 0.001 Err 0.2223 top1 5.469 top5 2.344 | Epoch: [50][34/553] Time 2.480 Data 0.000 Err 0.2286 top1 6.250 top5 0.781 | Epoch: [50][35/553] Time 2.446 Data 0.001 Err 0.2454 top1 6.250 top5 2.344 | Epoch: [50][36/553] Time 2.459 Data 0.001 Err 0.2827 top1 7.812 top5 2.344 | Epoch: [50][37/553] Time 2.440 Data 0.001 Err 0.3115 top1 7.812 top5 3.125 | Epoch: [50][38/553] Time 2.474 Data 0.002 Err 0.1536 top1 3.906 top5 0.781 | Epoch: [50][39/553] Time 2.509 Data 0.001 Err 0.3367 top1 6.250 top5 4.688 | Epoch: [50][40/553] Time 2.479 Data 0.001 Err 0.3767 top1 9.375 top5 3.906 | Epoch: [50][41/553] Time 2.457 Data 0.000 Err 0.4059 top1 9.375 top5 3.906 | Epoch: [50][42/553] Time 2.436 Data 0.001 Err 0.2592 top1 7.031 top5 1.562 | Epoch: [50][43/553] Time 2.451 Data 0.000 Err 0.3932 top1 10.156 top5 4.688 | Epoch: [50][44/553] Time 2.471 Data 0.001 Err 0.2698 top1 6.250 top5 3.125 | Epoch: [50][45/553] Time 2.466 Data 0.000 Err 0.2475 top1 6.250 top5 1.562 | Epoch: [50][46/553] Time 2.461 Data 0.001 Err 0.2894 top1 10.156 top5 1.562 | Epoch: [50][47/553] Time 2.442 Data 0.001 Err 0.3146 top1 7.031 top5 1.562 | Epoch: [50][48/553] Time 2.460 Data 0.001 Err 0.3332 top1 10.156 top5 3.125 | Epoch: [50][49/553] Time 2.433 Data 0.001 Err 0.2784 top1 8.594 top5 2.344 | Epoch: [50][50/553] Time 2.465 Data 0.001 Err 0.3369 top1 9.375 top5 1.562 | Epoch: [50][51/553] Time 2.482 Data 0.001 Err 0.3253 top1 9.375 top5 3.125 | Epoch: [50][52/553] Time 2.480 Data 0.001 Err 0.1738 top1 4.688 top5 0.781 | Epoch: [50][53/553] Time 2.488 Data 0.001 Err 0.4751 top1 11.719 top5 4.688 | Epoch: [50][54/553] Time 2.461 Data 0.000 Err 0.1984 top1 4.688 top5 0.781 | Epoch: [50][55/553] Time 2.464 Data 0.001 Err 0.1503 top1 3.125 top5 0.781 | Epoch: [50][56/553] Time 2.487 Data 0.000 Err 0.3494 top1 8.594 top5 4.688 | Epoch: [50][57/553] Time 2.488 Data 0.001 Err 0.3109 top1 6.250 top5 0.781 | Epoch: [50][58/553] Time 2.460 Data 0.001 Err 0.3215 top1 5.469 top5 2.344 | Epoch: [50][59/553] Time 2.480 Data 0.003 Err 0.2404 top1 5.469 top5 2.344 | Epoch: [50][60/553] Time 2.474 Data 0.000 Err 0.4284 top1 9.375 top5 5.469 | Epoch: [50][61/553] Time 2.485 Data 0.001 Err 0.1748 top1 7.031 top5 0.000 | Epoch: [50][62/553] Time 2.445 Data 0.001 Err 0.3472 top1 7.812 top5 2.344 | Epoch: [50][63/553] Time 2.430 Data 0.001 Err 0.2595 top1 7.031 top5 0.781 | Epoch: [50][64/553] Time 2.499 Data 0.001 Err 0.2889 top1 8.594 top5 0.781 | Epoch: [50][65/553] Time 2.481 Data 0.001 Err 0.2548 top1 6.250 top5 1.562 | Epoch: [50][66/553] Time 2.433 Data 0.001 Err 0.3205 top1 10.938 top5 2.344 | Epoch: [50][67/553] Time 2.471 Data 0.001 Err 0.3044 top1 9.375 top5 1.562 | Epoch: [50][68/553] Time 2.476 Data 0.001 Err 0.2290 top1 6.250 top5 0.781 | Epoch: [50][69/553] Time 2.446 Data 0.001 Err 0.3262 top1 7.812 top5 3.125 | Epoch: [50][70/553] Time 2.459 Data 0.001 Err 0.2184 top1 6.250 top5 1.562 | Epoch: [50][71/553] Time 2.439 Data 0.000 Err 0.3051 top1 10.938 top5 2.344 | Epoch: [50][72/553] Time 2.513 Data 0.001 Err 0.2166 top1 5.469 top5 0.781 | Epoch: [50][73/553] Time 2.461 Data 0.001 Err 0.2295 top1 5.469 top5 0.781 | Epoch: [50][74/553] Time 2.504 Data 0.001 Err 0.3106 top1 8.594 top5 1.562 | Epoch: [50][75/553] Time 2.449 Data 0.001 Err 0.1994 top1 3.125 top5 1.562 | Epoch: [50][76/553] Time 2.480 Data 0.001 Err 0.2077 top1 5.469 top5 1.562 | Epoch: [50][77/553] Time 2.517 Data 0.001 Err 0.3554 top1 9.375 top5 3.906 | Epoch: [50][78/553] Time 2.464 Data 0.002 Err 0.2012 top1 6.250 top5 0.781 | Epoch: [50][79/553] Time 2.440 Data 0.001 Err 0.2072 top1 7.031 top5 0.000 | Epoch: [50][80/553] Time 2.443 Data 0.001 Err 0.2958 top1 8.594 top5 3.906 | Epoch: [50][81/553] Time 2.448 Data 0.001 Err 0.3864 top1 9.375 top5 5.469 | Epoch: [50][82/553] Time 2.451 Data 0.001 Err 0.4545 top1 10.156 top5 5.469 | Epoch: [50][83/553] Time 2.447 Data 0.001 Err 0.1489 top1 3.125 top5 0.781 | Epoch: [50][84/553] Time 2.435 Data 0.001 Err 0.2767 top1 7.031 top5 2.344 | Epoch: [50][85/553] Time 2.459 Data 0.001 Err 0.3169 top1 9.375 top5 1.562 | Epoch: [50][86/553] Time 2.447 Data 0.001 Err 0.2604 top1 7.031 top5 2.344 | Epoch: [50][87/553] Time 2.449 Data 0.001 Err 0.2586 top1 9.375 top5 0.781 | Epoch: [50][88/553] Time 2.489 Data 0.001 Err 0.3203 top1 7.812 top5 2.344 | Epoch: [50][89/553] Time 2.449 Data 0.001 Err 0.3001 top1 9.375 top5 3.125 | Epoch: [50][90/553] Time 2.525 Data 0.001 Err 0.3602 top1 11.719 top5 2.344 | Epoch: [50][91/553] Time 2.454 Data 0.001 Err 0.2926 top1 6.250 top5 2.344 | Epoch: [50][92/553] Time 2.479 Data 0.001 Err 0.2379 top1 7.031 top5 0.781 | Epoch: [50][93/553] Time 2.462 Data 0.001 Err 0.3293 top1 9.375 top5 1.562 | Epoch: [50][94/553] Time 2.479 Data 0.001 Err 0.2937 top1 8.594 top5 0.781 | Epoch: [50][95/553] Time 2.444 Data 0.001 Err 0.3342 top1 11.719 top5 3.125 | Epoch: [50][96/553] Time 2.513 Data 0.001 Err 0.3522 top1 10.938 top5 2.344 | Epoch: [50][97/553] Time 2.468 Data 0.002 Err 0.4109 top1 11.719 top5 4.688 | Epoch: [50][98/553] Time 2.525 Data 0.001 Err 0.3367 top1 9.375 top5 3.125 | Epoch: [50][99/553] Time 2.497 Data 0.001 Err 0.5032 top1 14.844 top5 3.906 | Epoch: [50][100/553] Time 2.517 Data 0.001 Err 0.3216 top1 6.250 top5 3.125 | Epoch: [50][101/553] Time 2.445 Data 0.001 Err 0.1740 top1 3.906 top5 0.000 | Epoch: [50][102/553] Time 2.454 Data 0.001 Err 0.2564 top1 6.250 top5 3.125 | Epoch: [50][103/553] Time 2.449 Data 0.001 Err 0.3272 top1 8.594 top5 3.125 | Epoch: [50][104/553] Time 2.441 Data 0.001 Err 0.2283 top1 4.688 top5 2.344 | Epoch: [50][105/553] Time 2.442 Data 0.001 Err 0.1477 top1 3.125 top5 0.781 | Epoch: [50][106/553] Time 2.437 Data 0.001 Err 0.1824 top1 3.906 top5 1.562 | Epoch: [50][107/553] Time 2.469 Data 0.001 Err 0.1955 top1 5.469 top5 0.781 | Epoch: [50][108/553] Time 2.513 Data 0.001 Err 0.2650 top1 4.688 top5 2.344 | Epoch: [50][109/553] Time 2.452 Data 0.001 Err 0.3313 top1 11.719 top5 2.344 | Epoch: [50][110/553] Time 2.447 Data 0.001 Err 0.2688 top1 5.469 top5 3.125 | Epoch: [50][111/553] Time 2.490 Data 0.001 Err 0.3404 top1 8.594 top5 1.562 | Epoch: [50][112/553] Time 2.489 Data 0.001 Err 0.3168 top1 9.375 top5 1.562 | Epoch: [50][113/553] Time 2.474 Data 0.001 Err 0.4032 top1 9.375 top5 2.344 | Epoch: [50][114/553] Time 2.448 Data 0.001 Err 0.1861 top1 6.250 top5 0.000 | Epoch: [50][115/553] Time 2.514 Data 0.001 Err 0.3351 top1 7.812 top5 2.344 | Epoch: [50][116/553] Time 2.491 Data 0.006 Err 0.3128 top1 7.031 top5 3.125 | Epoch: [50][117/553] Time 2.455 Data 0.001 Err 0.2298 top1 5.469 top5 2.344 | Epoch: [50][118/553] Time 2.452 Data 0.001 Err 0.4151 top1 9.375 top5 3.906 | Epoch: [50][119/553] Time 2.451 Data 0.001 Err 0.3110 top1 8.594 top5 3.125 | Epoch: [50][120/553] Time 2.460 Data 0.001 Err 0.2975 top1 7.812 top5 3.906 | Epoch: [50][121/553] Time 2.452 Data 0.001 Err 0.2185 top1 4.688 top5 0.000 | Epoch: [50][122/553] Time 2.442 Data 0.001 Err 0.4298 top1 12.500 top5 3.125 | Epoch: [50][123/553] Time 2.443 Data 0.001 Err 0.2318 top1 4.688 top5 3.125 | Epoch: [50][124/553] Time 2.523 Data 0.001 Err 0.2868 top1 7.031 top5 2.344 | Epoch: [50][125/553] Time 2.482 Data 0.001 Err 0.2188 top1 5.469 top5 0.781 | Epoch: [50][126/553] Time 2.454 Data 0.001 Err 0.3155 top1 8.594 top5 0.781 | Epoch: [50][127/553] Time 2.452 Data 0.001 Err 0.2965 top1 7.031 top5 1.562 | Epoch: [50][128/553] Time 2.464 Data 0.001 Err 0.2089 top1 5.469 top5 0.781 | Epoch: [50][129/553] Time 2.447 Data 0.000 Err 0.3098 top1 7.031 top5 1.562 | Epoch: [50][130/553] Time 2.458 Data 0.001 Err 0.2487 top1 5.469 top5 2.344 | Epoch: [50][131/553] Time 2.447 Data 0.001 Err 0.4219 top1 9.375 top5 4.688 | Epoch: [50][132/553] Time 2.470 Data 0.001 Err 0.1864 top1 5.469 top5 0.781 | Epoch: [50][133/553] Time 2.460 Data 0.001 Err 0.3880 top1 10.156 top5 3.906 | Epoch: [50][134/553] Time 2.493 Data 0.001 Err 0.2926 top1 7.812 top5 3.125 | Epoch: [50][135/553] Time 2.434 Data 0.001 Err 0.2017 top1 4.688 top5 0.000 | Epoch: [50][136/553] Time 2.465 Data 0.001 Err 0.3145 top1 8.594 top5 2.344 | Epoch: [50][137/553] Time 2.437 Data 0.001 Err 0.3747 top1 10.156 top5 1.562 | Epoch: [50][138/553] Time 2.439 Data 0.001 Err 0.4152 top1 10.938 top5 4.688 | Epoch: [50][139/553] Time 2.453 Data 0.001 Err 0.3409 top1 7.812 top5 3.906 | Epoch: [50][140/553] Time 2.441 Data 0.000 Err 0.4943 top1 10.938 top5 3.906 | Epoch: [50][141/553] Time 2.456 Data 0.001 Err 0.4353 top1 11.719 top5 3.906 | Epoch: [50][142/553] Time 2.448 Data 0.001 Err 0.2736 top1 7.031 top5 3.125 | Epoch: [50][143/553] Time 2.483 Data 0.001 Err 0.2981 top1 7.031 top5 2.344 | Epoch: [50][144/553] Time 2.529 Data 0.001 Err 0.3123 top1 8.594 top5 2.344 | Epoch: [50][145/553] Time 2.475 Data 0.001 Err 0.3707 top1 12.500 top5 1.562 | Epoch: [50][146/553] Time 2.441 Data 0.000 Err 0.2366 top1 7.031 top5 0.781 | Epoch: [50][147/553] Time 2.489 Data 0.001 Err 0.3196 top1 6.250 top5 3.125 | Epoch: [50][148/553] Time 2.445 Data 0.000 Err 0.3288 top1 7.812 top5 2.344 | Epoch: [50][149/553] Time 2.450 Data 0.001 Err 0.3849 top1 10.938 top5 3.125 | Epoch: [50][150/553] Time 2.492 Data 0.001 Err 0.3479 top1 9.375 top5 3.125 | Epoch: [50][151/553] Time 2.436 Data 0.001 Err 0.3644 top1 8.594 top5 3.125 | Epoch: [50][152/553] Time 2.465 Data 0.001 Err 0.2418 top1 7.031 top5 2.344 | Epoch: [50][153/553] Time 2.481 Data 0.001 Err 0.2790 top1 7.031 top5 1.562 | Epoch: [50][154/553] Time 2.440 Data 0.001 Err 0.2976 top1 7.031 top5 3.125 | Epoch: [50][155/553] Time 2.440 Data 0.001 Err 0.2938 top1 6.250 top5 2.344 | Epoch: [50][156/553] Time 2.489 Data 0.001 Err 0.2385 top1 8.594 top5 1.562 | Epoch: [50][157/553] Time 2.510 Data 0.000 Err 0.3573 top1 10.156 top5 4.688 | Epoch: [50][158/553] Time 2.449 Data 0.001 Err 0.3944 top1 8.594 top5 4.688 | Epoch: [50][159/553] Time 2.444 Data 0.001 Err 0.3248 top1 8.594 top5 3.125 | Epoch: [50][160/553] Time 2.467 Data 0.001 Err 0.2862 top1 8.594 top5 1.562 | Epoch: [50][161/553] Time 2.474 Data 0.001 Err 0.2205 top1 5.469 top5 1.562 | Epoch: [50][162/553] Time 2.488 Data 0.001 Err 0.3581 top1 9.375 top5 3.906 | Epoch: [50][163/553] Time 2.452 Data 0.002 Err 0.4386 top1 10.938 top5 3.906 | Epoch: [50][164/553] Time 2.477 Data 0.001 Err 0.2025 top1 5.469 top5 0.000 | Epoch: [50][165/553] Time 2.480 Data 0.001 Err 0.5066 top1 14.062 top5 4.688 | Epoch: [50][166/553] Time 2.491 Data 0.001 Err 0.4558 top1 10.938 top5 4.688 | Epoch: [50][167/553] Time 2.442 Data 0.001 Err 0.2427 top1 7.031 top5 3.125 | Epoch: [50][168/553] Time 2.437 Data 0.001 Err 0.3114 top1 7.812 top5 3.125 | Epoch: [50][169/553] Time 2.479 Data 0.001 Err 0.2322 top1 4.688 top5 1.562 | Epoch: [50][170/553] Time 2.438 Data 0.001 Err 0.2575 top1 6.250 top5 1.562 | Epoch: [50][171/553] Time 2.468 Data 0.000 Err 0.3912 top1 10.156 top5 2.344 | Epoch: [50][172/553] Time 2.477 Data 0.001 Err 0.3081 top1 9.375 top5 0.781 | Epoch: [50][173/553] Time 2.441 Data 0.001 Err 0.4787 top1 10.938 top5 6.250 | Epoch: [50][174/553] Time 2.446 Data 0.001 Err 0.3186 top1 7.812 top5 2.344 | Epoch: [50][175/553] Time 2.455 Data 0.001 Err 0.2000 top1 4.688 top5 0.781 | Epoch: [50][176/553] Time 2.483 Data 0.001 Err 0.3284 top1 7.812 top5 2.344 | Epoch: [50][177/553] Time 2.465 Data 0.001 Err 0.2362 top1 7.031 top5 3.125 | Epoch: [50][178/553] Time 2.454 Data 0.001 Err 0.1530 top1 3.906 top5 0.781 | Epoch: [50][179/553] Time 2.482 Data 0.001 Err 0.3353 top1 8.594 top5 3.125 | Epoch: [50][180/553] Time 2.476 Data 0.001 Err 0.1978 top1 4.688 top5 0.781 | Epoch: [50][181/553] Time 2.479 Data 0.001 Err 0.3382 top1 9.375 top5 2.344 | Epoch: [50][182/553] Time 2.448 Data 0.001 Err 0.3102 top1 6.250 top5 2.344 | Epoch: [50][183/553] Time 2.490 Data 0.001 Err 0.2121 top1 6.250 top5 0.781 | Epoch: [50][184/553] Time 2.463 Data 0.001 Err 0.1872 top1 3.906 top5 0.781 | Epoch: [50][185/553] Time 2.484 Data 0.001 Err 0.2802 top1 7.031 top5 1.562 | Epoch: [50][186/553] Time 2.447 Data 0.000 Err 0.3274 top1 8.594 top5 2.344 | Epoch: [50][187/553] Time 2.481 Data 0.001 Err 0.3242 top1 7.812 top5 1.562 | Epoch: [50][188/553] Time 2.474 Data 0.001 Err 0.4010 top1 10.938 top5 3.125 | Epoch: [50][189/553] Time 2.453 Data 0.001 Err 0.2816 top1 5.469 top5 3.125 | Epoch: [50][190/553] Time 2.445 Data 0.001 Err 0.1753 top1 4.688 top5 1.562 | Epoch: [50][191/553] Time 2.490 Data 0.001 Err 0.3166 top1 7.031 top5 0.781 | Epoch: [50][192/553] Time 2.485 Data 0.001 Err 0.3074 top1 8.594 top5 1.562 | Epoch: [50][193/553] Time 2.469 Data 0.001 Err 0.3944 top1 9.375 top5 4.688 | Epoch: [50][194/553] Time 2.439 Data 0.001 Err 0.3189 top1 7.812 top5 4.688 | Epoch: [50][195/553] Time 2.440 Data 0.000 Err 0.2758 top1 6.250 top5 2.344 | Epoch: [50][196/553] Time 2.477 Data 0.001 Err 0.3400 top1 10.938 top5 1.562 | Epoch: [50][197/553] Time 2.457 Data 0.001 Err 0.3287 top1 7.031 top5 2.344 | Epoch: [50][198/553] Time 2.440 Data 0.001 Err 0.3198 top1 5.469 top5 2.344 | Epoch: [50][199/553] Time 2.463 Data 0.001 Err 0.2195 top1 5.469 top5 1.562 | Epoch: [50][200/553] Time 2.444 Data 0.001 Err 0.2579 top1 7.031 top5 1.562 | Epoch: [50][201/553] Time 2.471 Data 0.001 Err 0.2375 top1 7.812 top5 2.344 | Epoch: [50][202/553] Time 2.437 Data 0.001 Err 0.1424 top1 2.344 top5 0.000 | Epoch: [50][203/553] Time 2.439 Data 0.001 Err 0.2832 top1 7.031 top5 2.344 | Epoch: [50][204/553] Time 2.444 Data 0.001 Err 0.4977 top1 10.156 top5 3.906 | Epoch: [50][205/553] Time 2.456 Data 0.001 Err 0.2675 top1 6.250 top5 0.000 | Epoch: [50][206/553] Time 2.438 Data 0.001 Err 0.1419 top1 4.688 top5 0.000 | Epoch: [50][207/553] Time 2.476 Data 0.001 Err 0.3686 top1 11.719 top5 3.125 | Epoch: [50][208/553] Time 2.475 Data 0.001 Err 0.2947 top1 8.594 top5 2.344 | Epoch: [50][209/553] Time 2.433 Data 0.001 Err 0.2278 top1 5.469 top5 0.781 | Epoch: [50][210/553] Time 2.448 Data 0.004 Err 0.2765 top1 6.250 top5 2.344 | Epoch: [50][211/553] Time 2.443 Data 0.007 Err 0.3356 top1 10.938 top5 3.125 | Epoch: [50][212/553] Time 2.489 Data 0.001 Err 0.4692 top1 14.062 top5 1.562 | Epoch: [50][213/553] Time 2.447 Data 0.001 Err 0.3632 top1 12.500 top5 2.344 | Epoch: [50][214/553] Time 2.460 Data 0.001 Err 0.3164 top1 9.375 top5 3.125 | Epoch: [50][215/553] Time 2.450 Data 0.001 Err 0.3736 top1 7.812 top5 2.344 | Epoch: [50][216/553] Time 2.456 Data 0.001 Err 0.4559 top1 10.156 top5 3.906 | Epoch: [50][217/553] Time 2.449 Data 0.001 Err 0.3219 top1 9.375 top5 3.125 | Epoch: [50][218/553] Time 2.482 Data 0.001 Err 0.3541 top1 9.375 top5 1.562 | Epoch: [50][219/553] Time 2.518 Data 0.001 Err 0.3645 top1 10.156 top5 3.125 | Epoch: [50][220/553] Time 2.453 Data 0.001 Err 0.2901 top1 8.594 top5 1.562 | Epoch: [50][221/553] Time 2.524 Data 0.001 Err 0.2998 top1 9.375 top5 0.781 | Epoch: [50][222/553] Time 2.454 Data 0.001 Err 0.1845 top1 4.688 top5 0.000 | Epoch: [50][223/553] Time 2.438 Data 0.001 Err 0.3718 top1 9.375 top5 3.906 | Epoch: [50][224/553] Time 2.476 Data 0.001 Err 0.2706 top1 6.250 top5 2.344 | Epoch: [50][225/553] Time 2.482 Data 0.001 Err 0.2201 top1 6.250 top5 1.562 | Epoch: [50][226/553] Time 2.450 Data 0.001 Err 0.3792 top1 10.938 top5 2.344 | Epoch: [50][227/553] Time 2.489 Data 0.001 Err 0.1505 top1 3.906 top5 0.781 | Epoch: [50][228/553] Time 2.454 Data 0.001 Err 0.3690 top1 10.938 top5 2.344 | Epoch: [50][229/553] Time 2.444 Data 0.001 Err 0.3549 top1 10.156 top5 3.906 | Epoch: [50][230/553] Time 2.447 Data 0.003 Err 0.2583 top1 7.031 top5 3.125 | Epoch: [50][231/553] Time 2.467 Data 0.001 Err 0.2902 top1 7.031 top5 1.562 | Epoch: [50][232/553] Time 2.439 Data 0.001 Err 0.3126 top1 10.938 top5 1.562 | Epoch: [50][233/553] Time 2.498 Data 0.001 Err 0.3130 top1 9.375 top5 3.125 | Epoch: [50][234/553] Time 2.448 Data 0.001 Err 0.4622 top1 10.156 top5 3.125 | Epoch: [50][235/553] Time 2.498 Data 0.001 Err 0.3029 top1 5.469 top5 3.125 | Epoch: [50][236/553] Time 2.504 Data 0.001 Err 0.1736 top1 4.688 top5 0.781 | Epoch: [50][237/553] Time 2.446 Data 0.001 Err 0.3451 top1 10.156 top5 3.906 | Epoch: [50][238/553] Time 2.451 Data 0.001 Err 0.3858 top1 10.938 top5 3.906 | Epoch: [50][239/553] Time 2.476 Data 0.001 Err 0.3548 top1 7.812 top5 3.125 | Epoch: [50][240/553] Time 2.472 Data 0.001 Err 0.2524 top1 5.469 top5 2.344 | Epoch: [50][241/553] Time 2.511 Data 0.001 Err 0.2821 top1 7.812 top5 3.125 | Epoch: [50][242/553] Time 2.450 Data 0.001 Err 0.4178 top1 13.281 top5 3.125 | Epoch: [50][243/553] Time 2.472 Data 0.001 Err 0.3943 top1 8.594 top5 3.906 | Epoch: [50][244/553] Time 2.443 Data 0.001 Err 0.2005 top1 6.250 top5 0.000 | Epoch: [50][245/553] Time 2.526 Data 0.001 Err 0.4038 top1 9.375 top5 3.125 | Epoch: [50][246/553] Time 2.477 Data 0.001 Err 0.2933 top1 8.594 top5 2.344 | Epoch: [50][247/553] Time 2.444 Data 0.001 Err 0.3842 top1 8.594 top5 3.906 | Epoch: [50][248/553] Time 2.442 Data 0.001 Err 0.2045 top1 4.688 top5 2.344 | Epoch: [50][249/553] Time 2.461 Data 0.004 Err 0.1794 top1 5.469 top5 0.000 | Epoch: [50][250/553] Time 2.438 Data 0.000 Err 0.1095 top1 2.344 top5 0.781 | Epoch: [50][251/553] Time 2.457 Data 0.001 Err 0.2908 top1 6.250 top5 3.125 | Epoch: [50][252/553] Time 2.520 Data 0.001 Err 0.2966 top1 7.031 top5 3.125 | Epoch: [50][253/553] Time 2.479 Data 0.001 Err 0.2848 top1 7.031 top5 2.344 | Epoch: [50][254/553] Time 2.442 Data 0.001 Err 0.2699 top1 6.250 top5 1.562 | Epoch: [50][255/553] Time 2.474 Data 0.001 Err 0.2850 top1 8.594 top5 3.906 | Epoch: [50][256/553] Time 2.476 Data 0.001 Err 0.2376 top1 6.250 top5 1.562 | Epoch: [50][257/553] Time 2.452 Data 0.001 Err 0.2824 top1 9.375 top5 1.562 | Epoch: [50][258/553] Time 2.438 Data 0.001 Err 0.3193 top1 9.375 top5 3.906 | Epoch: [50][259/553] Time 2.472 Data 0.001 Err 0.4627 top1 14.062 top5 3.906 | Epoch: [50][260/553] Time 2.507 Data 0.001 Err 0.2698 top1 7.812 top5 2.344 | Epoch: [50][261/553] Time 2.449 Data 0.001 Err 0.4050 top1 10.156 top5 1.562 | Epoch: [50][262/553] Time 2.493 Data 0.001 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [50][263/553] Time 2.490 Data 0.001 Err 0.2584 top1 7.031 top5 1.562 | Epoch: [50][264/553] Time 2.530 Data 0.001 Err 0.2985 top1 10.156 top5 1.562 | Epoch: [50][265/553] Time 2.459 Data 0.000 Err 0.1593 top1 3.906 top5 0.781 | Epoch: [50][266/553] Time 2.443 Data 0.001 Err 0.2274 top1 4.688 top5 2.344 | Epoch: [50][267/553] Time 2.437 Data 0.001 Err 0.2774 top1 5.469 top5 0.781 | Epoch: [50][268/553] Time 2.471 Data 0.002 Err 0.3198 top1 8.594 top5 2.344 | Epoch: [50][269/553] Time 2.454 Data 0.001 Err 0.2395 top1 7.031 top5 0.000 | Epoch: [50][270/553] Time 2.446 Data 0.001 Err 0.2272 top1 9.375 top5 1.562 | Epoch: [50][271/553] Time 2.491 Data 0.001 Err 0.3180 top1 5.469 top5 2.344 | Epoch: [50][272/553] Time 2.443 Data 0.001 Err 0.2266 top1 7.031 top5 0.781 | Epoch: [50][273/553] Time 2.478 Data 0.001 Err 0.3461 top1 7.031 top5 4.688 | Epoch: [50][274/553] Time 2.440 Data 0.001 Err 0.2647 top1 7.031 top5 1.562 | Epoch: [50][275/553] Time 2.457 Data 0.001 Err 0.2196 top1 7.031 top5 2.344 | Epoch: [50][276/553] Time 2.482 Data 0.001 Err 0.2175 top1 6.250 top5 1.562 | Epoch: [50][277/553] Time 2.475 Data 0.001 Err 0.2497 top1 7.812 top5 0.781 | Epoch: [50][278/553] Time 2.570 Data 0.001 Err 0.2905 top1 8.594 top5 2.344 | Epoch: [50][279/553] Time 2.472 Data 0.001 Err 0.2827 top1 7.812 top5 0.781 | Epoch: [50][280/553] Time 2.504 Data 0.001 Err 0.4342 top1 8.594 top5 5.469 | Epoch: [50][281/553] Time 2.452 Data 0.001 Err 0.2812 top1 8.594 top5 1.562 | Epoch: [50][282/553] Time 2.440 Data 0.000 Err 0.2767 top1 5.469 top5 3.125 | Epoch: [50][283/553] Time 2.460 Data 0.001 Err 0.3774 top1 10.938 top5 3.906 | Epoch: [50][284/553] Time 2.432 Data 0.001 Err 0.1969 top1 7.031 top5 0.000 | Epoch: [50][285/553] Time 2.486 Data 0.001 Err 0.2464 top1 6.250 top5 0.781 | Epoch: [50][286/553] Time 2.480 Data 0.001 Err 0.2947 top1 6.250 top5 1.562 | Epoch: [50][287/553] Time 2.516 Data 0.001 Err 0.2517 top1 7.031 top5 0.781 | Epoch: [50][288/553] Time 2.501 Data 0.001 Err 0.2598 top1 7.031 top5 0.781 | Epoch: [50][289/553] Time 2.506 Data 0.001 Err 0.3226 top1 7.031 top5 3.125 | Epoch: [50][290/553] Time 2.443 Data 0.001 Err 0.3181 top1 7.812 top5 3.125 | Epoch: [50][291/553] Time 2.471 Data 0.001 Err 0.3778 top1 10.938 top5 3.125 | Epoch: [50][292/553] Time 2.447 Data 0.000 Err 0.3429 top1 7.812 top5 3.906 | Epoch: [50][293/553] Time 2.435 Data 0.001 Err 0.1956 top1 3.906 top5 0.781 | Epoch: [50][294/553] Time 2.445 Data 0.000 Err 0.2588 top1 7.812 top5 0.781 | Epoch: [50][295/553] Time 2.438 Data 0.001 Err 0.2512 top1 6.250 top5 3.125 | Epoch: [50][296/553] Time 2.480 Data 0.001 Err 0.2471 top1 7.812 top5 2.344 | Epoch: [50][297/553] Time 2.462 Data 0.001 Err 0.3514 top1 10.938 top5 3.125 | Epoch: [50][298/553] Time 2.441 Data 0.000 Err 0.2502 top1 5.469 top5 2.344 | Epoch: [50][299/553] Time 2.434 Data 0.000 Err 0.2960 top1 7.812 top5 2.344 | Epoch: [50][300/553] Time 2.450 Data 0.001 Err 0.2829 top1 7.031 top5 1.562 | Epoch: [50][301/553] Time 2.482 Data 0.001 Err 0.3605 top1 9.375 top5 3.906 | Epoch: [50][302/553] Time 2.503 Data 0.001 Err 0.3751 top1 9.375 top5 3.906 | Epoch: [50][303/553] Time 2.449 Data 0.001 Err 0.2943 top1 7.812 top5 2.344 | Epoch: [50][304/553] Time 2.444 Data 0.001 Err 0.3521 top1 7.812 top5 1.562 | Epoch: [50][305/553] Time 2.436 Data 0.001 Err 0.1562 top1 3.125 top5 0.781 | Epoch: [50][306/553] Time 2.446 Data 0.001 Err 0.1476 top1 3.125 top5 0.781 | Epoch: [50][307/553] Time 2.436 Data 0.001 Err 0.2711 top1 7.031 top5 2.344 | Epoch: [50][308/553] Time 2.438 Data 0.001 Err 0.3166 top1 10.938 top5 2.344 | Epoch: [50][309/553] Time 2.446 Data 0.001 Err 0.2644 top1 6.250 top5 2.344 | Epoch: [50][310/553] Time 2.436 Data 0.001 Err 0.2792 top1 10.156 top5 3.125 | Epoch: [50][311/553] Time 2.443 Data 0.001 Err 0.3418 top1 8.594 top5 2.344 | Epoch: [50][312/553] Time 2.440 Data 0.001 Err 0.3137 top1 7.812 top5 0.781 | Epoch: [50][313/553] Time 2.442 Data 0.001 Err 0.3351 top1 8.594 top5 2.344 | Epoch: [50][314/553] Time 2.436 Data 0.001 Err 0.2905 top1 9.375 top5 1.562 | Epoch: [50][315/553] Time 2.466 Data 0.001 Err 0.2705 top1 5.469 top5 3.125 | Epoch: [50][316/553] Time 2.441 Data 0.001 Err 0.2588 top1 7.031 top5 2.344 | Epoch: [50][317/553] Time 2.447 Data 0.001 Err 0.2513 top1 7.031 top5 2.344 | Epoch: [50][318/553] Time 2.439 Data 0.000 Err 0.2472 top1 8.594 top5 1.562 | Epoch: [50][319/553] Time 2.434 Data 0.001 Err 0.2735 top1 8.594 top5 1.562 | Epoch: [50][320/553] Time 2.438 Data 0.001 Err 0.2724 top1 6.250 top5 2.344 | Epoch: [50][321/553] Time 2.461 Data 0.001 Err 0.3426 top1 9.375 top5 3.125 | Epoch: [50][322/553] Time 2.439 Data 0.001 Err 0.2238 top1 5.469 top5 0.781 | Epoch: [50][323/553] Time 2.446 Data 0.001 Err 0.2142 top1 6.250 top5 0.000 | Epoch: [50][324/553] Time 2.441 Data 0.001 Err 0.2511 top1 7.031 top5 1.562 | Epoch: [50][325/553] Time 2.464 Data 0.001 Err 0.1091 top1 3.125 top5 0.000 | Epoch: [50][326/553] Time 2.441 Data 0.000 Err 0.1705 top1 4.688 top5 0.781 | Epoch: [50][327/553] Time 2.470 Data 0.001 Err 0.2736 top1 8.594 top5 1.562 | Epoch: [50][328/553] Time 2.439 Data 0.001 Err 0.2439 top1 7.812 top5 0.781 | Epoch: [50][329/553] Time 2.469 Data 0.001 Err 0.3025 top1 7.812 top5 3.125 | Epoch: [50][330/553] Time 2.445 Data 0.001 Err 0.3637 top1 10.156 top5 3.906 | Epoch: [50][331/553] Time 2.443 Data 0.001 Err 0.1660 top1 4.688 top5 0.781 | Epoch: [50][332/553] Time 2.485 Data 0.000 Err 0.5531 top1 15.625 top5 6.250 | Epoch: [50][333/553] Time 2.438 Data 0.001 Err 0.2972 top1 7.031 top5 2.344 | Epoch: [50][334/553] Time 2.433 Data 0.001 Err 0.2340 top1 5.469 top5 1.562 | Epoch: [50][335/553] Time 2.442 Data 0.001 Err 0.4143 top1 10.938 top5 3.906 | Epoch: [50][336/553] Time 2.435 Data 0.001 Err 0.4332 top1 11.719 top5 6.250 | Epoch: [50][337/553] Time 2.498 Data 0.001 Err 0.2933 top1 7.031 top5 1.562 | Epoch: [50][338/553] Time 2.441 Data 0.001 Err 0.3471 top1 7.812 top5 2.344 | Epoch: [50][339/553] Time 2.468 Data 0.000 Err 0.5086 top1 12.500 top5 5.469 | Epoch: [50][340/553] Time 2.437 Data 0.001 Err 0.4082 top1 11.719 top5 4.688 | Epoch: [50][341/553] Time 2.511 Data 0.001 Err 0.4580 top1 10.938 top5 5.469 | Epoch: [50][342/553] Time 2.442 Data 0.001 Err 0.4879 top1 10.156 top5 6.250 | Epoch: [50][343/553] Time 2.444 Data 0.001 Err 0.3202 top1 9.375 top5 1.562 | Epoch: [50][344/553] Time 2.439 Data 0.001 Err 0.2048 top1 7.031 top5 0.000 | Epoch: [50][345/553] Time 2.435 Data 0.001 Err 0.2746 top1 7.812 top5 2.344 | Epoch: [50][346/553] Time 2.448 Data 0.001 Err 0.4552 top1 11.719 top5 3.906 | Epoch: [50][347/553] Time 2.441 Data 0.001 Err 0.2090 top1 4.688 top5 0.781 | Epoch: [50][348/553] Time 2.432 Data 0.001 Err 0.3607 top1 7.812 top5 2.344 | Epoch: [50][349/553] Time 2.451 Data 0.000 Err 0.2718 top1 6.250 top5 3.906 | Epoch: [50][350/553] Time 2.462 Data 0.001 Err 0.2421 top1 7.031 top5 0.781 | Epoch: [50][351/553] Time 2.468 Data 0.001 Err 0.2043 top1 5.469 top5 2.344 | Epoch: [50][352/553] Time 2.441 Data 0.001 Err 0.2681 top1 7.812 top5 2.344 | Epoch: [50][353/553] Time 2.444 Data 0.001 Err 0.2838 top1 6.250 top5 0.781 | Epoch: [50][354/553] Time 2.438 Data 0.001 Err 0.1309 top1 5.469 top5 0.000 | Epoch: [50][355/553] Time 2.466 Data 0.001 Err 0.2216 top1 8.594 top5 0.000 | Epoch: [50][356/553] Time 2.435 Data 0.001 Err 0.1686 top1 3.125 top5 2.344 | Epoch: [50][357/553] Time 2.444 Data 0.001 Err 0.2866 top1 7.812 top5 2.344 | Epoch: [50][358/553] Time 2.440 Data 0.001 Err 0.2816 top1 6.250 top5 1.562 | Epoch: [50][359/553] Time 2.435 Data 0.001 Err 0.2553 top1 6.250 top5 2.344 | Epoch: [50][360/553] Time 2.442 Data 0.001 Err 0.3138 top1 8.594 top5 3.125 | Epoch: [50][361/553] Time 2.457 Data 0.001 Err 0.2983 top1 7.031 top5 1.562 | Epoch: [50][362/553] Time 2.482 Data 0.001 Err 0.2565 top1 7.812 top5 1.562 | Epoch: [50][363/553] Time 2.433 Data 0.001 Err 0.3424 top1 7.812 top5 3.125 | Epoch: [50][364/553] Time 2.429 Data 0.001 Err 0.3474 top1 10.156 top5 1.562 | Epoch: [50][365/553] Time 2.489 Data 0.001 Err 0.4396 top1 12.500 top5 3.906 | Epoch: [50][366/553] Time 2.444 Data 0.001 Err 0.3801 top1 8.594 top5 3.906 | Epoch: [50][367/553] Time 2.454 Data 0.001 Err 0.4476 top1 12.500 top5 3.906 | Epoch: [50][368/553] Time 2.436 Data 0.001 Err 0.4205 top1 9.375 top5 3.906 | Epoch: [50][369/553] Time 2.478 Data 0.001 Err 0.2165 top1 8.594 top5 0.781 | Epoch: [50][370/553] Time 2.444 Data 0.001 Err 0.2843 top1 7.812 top5 1.562 | Epoch: [50][371/553] Time 2.465 Data 0.001 Err 0.4075 top1 9.375 top5 4.688 | Epoch: [50][372/553] Time 2.483 Data 0.001 Err 0.3830 top1 10.156 top5 2.344 | Epoch: [50][373/553] Time 2.461 Data 0.001 Err 0.3229 top1 8.594 top5 3.906 | Epoch: [50][374/553] Time 2.449 Data 0.000 Err 0.2296 top1 6.250 top5 2.344 | Epoch: [50][375/553] Time 2.506 Data 0.001 Err 0.1658 top1 3.906 top5 0.781 | Epoch: [50][376/553] Time 2.445 Data 0.000 Err 0.2916 top1 9.375 top5 1.562 | Epoch: [50][377/553] Time 2.441 Data 0.001 Err 0.3156 top1 9.375 top5 1.562 | Epoch: [50][378/553] Time 2.451 Data 0.001 Err 0.2692 top1 7.812 top5 2.344 | Epoch: [50][379/553] Time 2.484 Data 0.001 Err 0.3132 top1 8.594 top5 2.344 | Epoch: [50][380/553] Time 2.469 Data 0.000 Err 0.1656 top1 2.344 top5 0.781 | Epoch: [50][381/553] Time 2.446 Data 0.001 Err 0.3284 top1 8.594 top5 2.344 | Epoch: [50][382/553] Time 2.474 Data 0.001 Err 0.2016 top1 7.031 top5 0.781 | Epoch: [50][383/553] Time 2.434 Data 0.001 Err 0.2369 top1 7.031 top5 0.000 | Epoch: [50][384/553] Time 2.455 Data 0.001 Err 0.3971 top1 10.156 top5 4.688 | Epoch: [50][385/553] Time 2.459 Data 0.001 Err 0.2316 top1 5.469 top5 1.562 | Epoch: [50][386/553] Time 2.476 Data 0.001 Err 0.2495 top1 7.031 top5 2.344 | Epoch: [50][387/553] Time 2.444 Data 0.001 Err 0.3415 top1 8.594 top5 1.562 | Epoch: [50][388/553] Time 2.469 Data 0.001 Err 0.1943 top1 3.125 top5 1.562 | Epoch: [50][389/553] Time 2.509 Data 0.001 Err 0.2821 top1 8.594 top5 3.125 | Epoch: [50][390/553] Time 2.440 Data 0.001 Err 0.2533 top1 7.812 top5 1.562 | Epoch: [50][391/553] Time 2.439 Data 0.001 Err 0.2646 top1 5.469 top5 0.781 | Epoch: [50][392/553] Time 2.440 Data 0.001 Err 0.3372 top1 10.938 top5 2.344 | Epoch: [50][393/553] Time 2.446 Data 0.001 Err 0.2639 top1 7.812 top5 1.562 | Epoch: [50][394/553] Time 2.437 Data 0.001 Err 0.2598 top1 7.812 top5 1.562 | Epoch: [50][395/553] Time 2.439 Data 0.001 Err 0.1994 top1 3.906 top5 2.344 | Epoch: [50][396/553] Time 2.439 Data 0.000 Err 0.3204 top1 10.156 top5 3.125 | Epoch: [50][397/553] Time 2.439 Data 0.001 Err 0.4477 top1 14.062 top5 3.906 | Epoch: [50][398/553] Time 2.480 Data 0.001 Err 0.3669 top1 8.594 top5 3.125 | Epoch: [50][399/553] Time 2.441 Data 0.001 Err 0.3459 top1 8.594 top5 3.125 | Epoch: [50][400/553] Time 2.453 Data 0.001 Err 0.2299 top1 5.469 top5 1.562 | Epoch: [50][401/553] Time 2.440 Data 0.001 Err 0.2071 top1 5.469 top5 0.781 | Epoch: [50][402/553] Time 2.483 Data 0.001 Err 0.4606 top1 10.156 top5 4.688 | Epoch: [50][403/553] Time 2.438 Data 0.001 Err 0.2014 top1 3.906 top5 2.344 | Epoch: [50][404/553] Time 2.462 Data 0.001 Err 0.3804 top1 10.938 top5 3.906 | Epoch: [50][405/553] Time 2.442 Data 0.001 Err 0.2336 top1 8.594 top5 0.781 | Epoch: [50][406/553] Time 2.437 Data 0.001 Err 0.1875 top1 4.688 top5 0.781 | Epoch: [50][407/553] Time 2.442 Data 0.001 Err 0.3519 top1 8.594 top5 2.344 | Epoch: [50][408/553] Time 2.437 Data 0.001 Err 0.4008 top1 9.375 top5 3.906 | Epoch: [50][409/553] Time 2.513 Data 0.001 Err 0.2387 top1 7.031 top5 0.781 | Epoch: [50][410/553] Time 2.435 Data 0.001 Err 0.1918 top1 6.250 top5 0.781 | Epoch: [50][411/553] Time 2.465 Data 0.001 Err 0.2334 top1 5.469 top5 2.344 | Epoch: [50][412/553] Time 2.445 Data 0.001 Err 0.2830 top1 7.031 top5 1.562 | Epoch: [50][413/553] Time 2.453 Data 0.001 Err 0.2229 top1 7.031 top5 0.781 | Epoch: [50][414/553] Time 2.431 Data 0.001 Err 0.3133 top1 7.031 top5 2.344 | Epoch: [50][415/553] Time 2.466 Data 0.000 Err 0.2493 top1 6.250 top5 1.562 | Epoch: [50][416/553] Time 2.484 Data 0.001 Err 0.2620 top1 7.812 top5 1.562 | Epoch: [50][417/553] Time 2.477 Data 0.001 Err 0.4100 top1 12.500 top5 3.125 | Epoch: [50][418/553] Time 2.445 Data 0.001 Err 0.3671 top1 10.938 top5 3.906 | Epoch: [50][419/553] Time 2.441 Data 0.001 Err 0.2981 top1 6.250 top5 1.562 | Epoch: [50][420/553] Time 2.434 Data 0.001 Err 0.3540 top1 9.375 top5 3.125 | Epoch: [50][421/553] Time 2.432 Data 0.001 Err 0.2093 top1 6.250 top5 0.000 | Epoch: [50][422/553] Time 2.446 Data 0.000 Err 0.2464 top1 6.250 top5 2.344 | Epoch: [50][423/553] Time 2.461 Data 0.001 Err 0.3495 top1 10.938 top5 4.688 | Epoch: [50][424/553] Time 2.443 Data 0.001 Err 0.2045 top1 3.906 top5 1.562 | Epoch: [50][425/553] Time 2.441 Data 0.001 Err 0.4554 top1 10.938 top5 3.125 | Epoch: [50][426/553] Time 2.442 Data 0.001 Err 0.3413 top1 7.031 top5 3.125 | Epoch: [50][427/553] Time 2.441 Data 0.001 Err 0.1504 top1 4.688 top5 1.562 | Epoch: [50][428/553] Time 2.477 Data 0.001 Err 0.2380 top1 6.250 top5 1.562 | Epoch: [50][429/553] Time 2.479 Data 0.002 Err 0.3775 top1 9.375 top5 3.906 | Epoch: [50][430/553] Time 2.436 Data 0.001 Err 0.3953 top1 10.156 top5 3.125 | Epoch: [50][431/553] Time 2.478 Data 0.001 Err 0.2620 top1 5.469 top5 1.562 | Epoch: [50][432/553] Time 2.436 Data 0.001 Err 0.4129 top1 11.719 top5 2.344 | Epoch: [50][433/553] Time 2.467 Data 0.001 Err 0.5284 top1 10.156 top5 3.906 | Epoch: [50][434/553] Time 2.438 Data 0.001 Err 0.3328 top1 7.812 top5 3.125 | Epoch: [50][435/553] Time 2.483 Data 0.001 Err 0.3719 top1 9.375 top5 2.344 | Epoch: [50][436/553] Time 2.447 Data 0.001 Err 0.3544 top1 9.375 top5 2.344 | Epoch: [50][437/553] Time 2.437 Data 0.001 Err 0.2774 top1 7.031 top5 3.125 | Epoch: [50][438/553] Time 2.439 Data 0.001 Err 0.1431 top1 3.125 top5 0.000 | Epoch: [50][439/553] Time 2.467 Data 0.001 Err 0.2612 top1 6.250 top5 3.125 | Epoch: [50][440/553] Time 2.478 Data 0.001 Err 0.4159 top1 12.500 top5 3.125 | Epoch: [50][441/553] Time 2.434 Data 0.001 Err 0.3165 top1 8.594 top5 1.562 | Epoch: [50][442/553] Time 2.439 Data 0.001 Err 0.2618 top1 5.469 top5 1.562 | Epoch: [50][443/553] Time 2.508 Data 0.000 Err 0.3354 top1 10.156 top5 1.562 | Epoch: [50][444/553] Time 2.444 Data 0.001 Err 0.4218 top1 12.500 top5 4.688 | Epoch: [50][445/553] Time 2.442 Data 0.001 Err 0.3218 top1 11.719 top5 2.344 | Epoch: [50][446/553] Time 2.441 Data 0.001 Err 0.3435 top1 10.156 top5 0.781 | Epoch: [50][447/553] Time 2.474 Data 0.001 Err 0.2376 top1 6.250 top5 0.781 | Epoch: [50][448/553] Time 2.440 Data 0.001 Err 0.4173 top1 11.719 top5 2.344 | Epoch: [50][449/553] Time 2.462 Data 0.001 Err 0.2538 top1 5.469 top5 3.125 | Epoch: [50][450/553] Time 2.436 Data 0.000 Err 0.3119 top1 8.594 top5 3.125 | Epoch: [50][451/553] Time 2.438 Data 0.001 Err 0.3832 top1 9.375 top5 3.125 | Epoch: [50][452/553] Time 2.474 Data 0.001 Err 0.1559 top1 4.688 top5 0.781 | Epoch: [50][453/553] Time 2.503 Data 0.001 Err 0.3969 top1 9.375 top5 3.125 | Epoch: [50][454/553] Time 2.446 Data 0.001 Err 0.2087 top1 4.688 top5 1.562 | Epoch: [50][455/553] Time 2.468 Data 0.001 Err 0.3058 top1 8.594 top5 2.344 | Epoch: [50][456/553] Time 2.441 Data 0.001 Err 0.4023 top1 11.719 top5 2.344 | Epoch: [50][457/553] Time 2.448 Data 0.001 Err 0.2436 top1 5.469 top5 3.125 | Epoch: [50][458/553] Time 2.483 Data 0.001 Err 0.3805 top1 9.375 top5 3.125 | Epoch: [50][459/553] Time 2.462 Data 0.001 Err 0.2731 top1 7.031 top5 2.344 | Epoch: [50][460/553] Time 2.432 Data 0.001 Err 0.3896 top1 7.031 top5 3.906 | Epoch: [50][461/553] Time 2.482 Data 0.000 Err 0.4835 top1 12.500 top5 4.688 | Epoch: [50][462/553] Time 2.444 Data 0.001 Err 0.3754 top1 8.594 top5 3.125 | Epoch: [50][463/553] Time 2.455 Data 0.001 Err 0.4891 top1 13.281 top5 5.469 | Epoch: [50][464/553] Time 2.441 Data 0.001 Err 0.3109 top1 9.375 top5 3.125 | Epoch: [50][465/553] Time 2.478 Data 0.001 Err 0.3771 top1 12.500 top5 3.906 | Epoch: [50][466/553] Time 2.436 Data 0.001 Err 0.3001 top1 9.375 top5 1.562 | Epoch: [50][467/553] Time 2.473 Data 0.001 Err 0.2319 top1 7.031 top5 1.562 | Epoch: [50][468/553] Time 2.461 Data 0.001 Err 0.2788 top1 6.250 top5 0.781 | Epoch: [50][469/553] Time 2.469 Data 0.001 Err 0.4214 top1 10.938 top5 2.344 | Epoch: [50][470/553] Time 2.439 Data 0.001 Err 0.2536 top1 7.031 top5 2.344 | Epoch: [50][471/553] Time 2.507 Data 0.000 Err 0.3684 top1 10.938 top5 2.344 | Epoch: [50][472/553] Time 2.436 Data 0.001 Err 0.2862 top1 9.375 top5 0.781 | Epoch: [50][473/553] Time 2.433 Data 0.001 Err 0.2529 top1 6.250 top5 3.125 | Epoch: [50][474/553] Time 2.450 Data 0.001 Err 0.3795 top1 10.156 top5 3.125 | Epoch: [50][475/553] Time 2.433 Data 0.001 Err 0.2441 top1 7.031 top5 1.562 | Epoch: [50][476/553] Time 2.447 Data 0.001 Err 0.3483 top1 10.156 top5 2.344 | Epoch: [50][477/553] Time 2.480 Data 0.001 Err 0.1907 top1 5.469 top5 0.781 | Epoch: [50][478/553] Time 2.442 Data 0.001 Err 0.3617 top1 12.500 top5 2.344 | Epoch: [50][479/553] Time 2.475 Data 0.001 Err 0.3129 top1 6.250 top5 2.344 | Epoch: [50][480/553] Time 2.460 Data 0.001 Err 0.3018 top1 8.594 top5 1.562 | Epoch: [50][481/553] Time 2.434 Data 0.001 Err 0.3659 top1 10.938 top5 1.562 | Epoch: [50][482/553] Time 2.487 Data 0.001 Err 0.3478 top1 7.812 top5 2.344 | Epoch: [50][483/553] Time 2.475 Data 0.001 Err 0.2065 top1 5.469 top5 1.562 | Epoch: [50][484/553] Time 2.475 Data 0.001 Err 0.2264 top1 7.031 top5 2.344 | Epoch: [50][485/553] Time 2.457 Data 0.001 Err 0.3931 top1 13.281 top5 1.562 | Epoch: [50][486/553] Time 2.437 Data 0.001 Err 0.3362 top1 10.938 top5 1.562 | Epoch: [50][487/553] Time 2.463 Data 0.001 Err 0.2749 top1 8.594 top5 0.000 | Epoch: [50][488/553] Time 2.438 Data 0.001 Err 0.2898 top1 5.469 top5 3.906 | Epoch: [50][489/553] Time 2.465 Data 0.001 Err 0.2423 top1 6.250 top5 0.781 | Epoch: [50][490/553] Time 2.443 Data 0.001 Err 0.3429 top1 10.938 top5 3.125 | Epoch: [50][491/553] Time 2.508 Data 0.001 Err 0.3373 top1 11.719 top5 3.125 | Epoch: [50][492/553] Time 2.506 Data 0.001 Err 0.2826 top1 9.375 top5 2.344 | Epoch: [50][493/553] Time 2.507 Data 0.001 Err 0.3013 top1 7.031 top5 1.562 | Epoch: [50][494/553] Time 2.440 Data 0.001 Err 0.2948 top1 7.812 top5 0.000 | Epoch: [50][495/553] Time 2.483 Data 0.001 Err 0.2848 top1 6.250 top5 3.125 | Epoch: [50][496/553] Time 2.458 Data 0.001 Err 0.3949 top1 10.156 top5 2.344 | Epoch: [50][497/553] Time 2.471 Data 0.001 Err 0.2840 top1 7.812 top5 2.344 | Epoch: [50][498/553] Time 2.447 Data 0.001 Err 0.3453 top1 7.812 top5 3.906 | Epoch: [50][499/553] Time 2.514 Data 0.001 Err 0.3074 top1 7.812 top5 2.344 | Epoch: [50][500/553] Time 2.501 Data 0.001 Err 0.2429 top1 7.812 top5 0.781 | Epoch: [50][501/553] Time 2.484 Data 0.001 Err 0.2813 top1 5.469 top5 3.125 | Epoch: [50][502/553] Time 2.446 Data 0.001 Err 0.2748 top1 7.812 top5 1.562 | Epoch: [50][503/553] Time 2.450 Data 0.001 Err 0.4096 top1 12.500 top5 4.688 | Epoch: [50][504/553] Time 2.447 Data 0.001 Err 0.2694 top1 7.031 top5 1.562 | Epoch: [50][505/553] Time 2.454 Data 0.001 Err 0.3254 top1 8.594 top5 2.344 | Epoch: [50][506/553] Time 2.442 Data 0.001 Err 0.3130 top1 7.812 top5 3.125 | Epoch: [50][507/553] Time 2.470 Data 0.001 Err 0.2687 top1 5.469 top5 1.562 | Epoch: [50][508/553] Time 2.512 Data 0.001 Err 0.2415 top1 7.031 top5 0.781 | Epoch: [50][509/553] Time 2.465 Data 0.000 Err 0.2577 top1 6.250 top5 3.125 | Epoch: [50][510/553] Time 2.434 Data 0.001 Err 0.3604 top1 10.156 top5 1.562 | Epoch: [50][511/553] Time 2.470 Data 0.001 Err 0.2729 top1 7.031 top5 3.906 | Epoch: [50][512/553] Time 2.462 Data 0.001 Err 0.2848 top1 9.375 top5 0.781 | Epoch: [50][513/553] Time 2.471 Data 0.004 Err 0.2732 top1 7.031 top5 2.344 | Epoch: [50][514/553] Time 2.460 Data 0.001 Err 0.2178 top1 5.469 top5 1.562 | Epoch: [50][515/553] Time 2.479 Data 0.001 Err 0.2252 top1 7.031 top5 0.781 | Epoch: [50][516/553] Time 2.503 Data 0.001 Err 0.4239 top1 10.938 top5 4.688 | Epoch: [50][517/553] Time 2.437 Data 0.000 Err 0.2611 top1 7.031 top5 1.562 | Epoch: [50][518/553] Time 2.479 Data 0.001 Err 0.1767 top1 3.906 top5 2.344 | Epoch: [50][519/553] Time 2.465 Data 0.000 Err 0.3264 top1 7.812 top5 3.125 | Epoch: [50][520/553] Time 2.524 Data 0.001 Err 0.4571 top1 14.062 top5 4.688 | Epoch: [50][521/553] Time 2.467 Data 0.001 Err 0.2944 top1 9.375 top5 0.000 | Epoch: [50][522/553] Time 2.444 Data 0.001 Err 0.3967 top1 9.375 top5 4.688 | Epoch: [50][523/553] Time 2.436 Data 0.001 Err 0.1610 top1 5.469 top5 0.000 | Epoch: [50][524/553] Time 2.479 Data 0.001 Err 0.2846 top1 8.594 top5 2.344 | Epoch: [50][525/553] Time 2.461 Data 0.001 Err 0.2507 top1 8.594 top5 1.562 | Epoch: [50][526/553] Time 2.445 Data 0.001 Err 0.4369 top1 10.938 top5 3.125 | Epoch: [50][527/553] Time 2.468 Data 0.001 Err 0.3016 top1 9.375 top5 3.906 | Epoch: [50][528/553] Time 2.435 Data 0.001 Err 0.3442 top1 9.375 top5 3.125 | Epoch: [50][529/553] Time 2.446 Data 0.001 Err 0.3651 top1 7.812 top5 3.125 | Epoch: [50][530/553] Time 2.445 Data 0.001 Err 0.3838 top1 10.156 top5 3.906 | Epoch: [50][531/553] Time 2.514 Data 0.001 Err 0.1950 top1 6.250 top5 0.000 | Epoch: [50][532/553] Time 2.508 Data 0.001 Err 0.2210 top1 6.250 top5 0.781 | Epoch: [50][533/553] Time 2.445 Data 0.001 Err 0.4102 top1 10.938 top5 3.906 | Epoch: [50][534/553] Time 2.508 Data 0.001 Err 0.1197 top1 3.906 top5 0.000 | Epoch: [50][535/553] Time 2.434 Data 0.001 Err 0.3359 top1 7.812 top5 3.906 | Epoch: [50][536/553] Time 2.435 Data 0.001 Err 0.2288 top1 7.031 top5 2.344 | Epoch: [50][537/553] Time 2.454 Data 0.000 Err 0.3161 top1 8.594 top5 3.125 | Epoch: [50][538/553] Time 2.446 Data 0.001 Err 0.3024 top1 7.031 top5 3.125 | Epoch: [50][539/553] Time 2.474 Data 0.001 Err 0.2239 top1 6.250 top5 0.781 | Epoch: [50][540/553] Time 2.449 Data 0.001 Err 0.3178 top1 9.375 top5 3.125 | Epoch: [50][541/553] Time 2.506 Data 0.001 Err 0.3069 top1 9.375 top5 2.344 | Epoch: [50][542/553] Time 2.432 Data 0.001 Err 0.2594 top1 7.031 top5 2.344 | Epoch: [50][543/553] Time 2.457 Data 0.000 Err 0.2577 top1 6.250 top5 3.906 | Epoch: [50][544/553] Time 2.448 Data 0.000 Err 0.2285 top1 7.031 top5 1.562 | Epoch: [50][545/553] Time 2.437 Data 0.000 Err 0.2669 top1 7.031 top5 0.781 | Epoch: [50][546/553] Time 2.443 Data 0.000 Err 0.1997 top1 3.906 top5 2.344 | Epoch: [50][547/553] Time 2.441 Data 0.000 Err 0.3330 top1 8.594 top5 2.344 | Epoch: [50][548/553] Time 2.436 Data 0.000 Err 0.3030 top1 7.031 top5 2.344 | Epoch: [50][549/553] Time 2.447 Data 0.000 Err 0.2223 top1 4.688 top5 1.562 | Epoch: [50][550/553] Time 2.443 Data 0.000 Err 0.4019 top1 10.156 top5 2.344 | Epoch: [50][551/553] Time 2.439 Data 0.000 Err 0.2737 top1 6.250 top5 2.344 | Epoch: [50][552/553] Time 2.439 Data 0.001 Err 0.2968 top1 6.250 top5 2.344 | Epoch: [50][553/553] Time 1.027 Data 0.000 Err 0.2052 top1 2.273 top5 2.273 | Test: [50][1/198] Time 2.419 Data 1.674 top1 13.281 ( 13.281) top5 1.562 ( 1.562) | Test: [50][2/198] Time 0.733 Data 0.001 top1 13.281 ( 13.281) top5 3.906 ( 2.734) | Test: [50][3/198] Time 0.729 Data 0.000 top1 14.844 ( 13.802) top5 2.344 ( 2.604) | Test: [50][4/198] Time 0.718 Data 0.001 top1 17.188 ( 14.648) top5 3.906 ( 2.930) | Test: [50][5/198] Time 0.725 Data 0.001 top1 10.938 ( 13.906) top5 3.906 ( 3.125) | Test: [50][6/198] Time 0.721 Data 0.001 top1 10.156 ( 13.281) top5 0.000 ( 2.604) | Test: [50][7/198] Time 0.719 Data 0.001 top1 7.031 ( 12.388) top5 2.344 ( 2.567) | Test: [50][8/198] Time 0.737 Data 0.001 top1 10.156 ( 12.109) top5 2.344 ( 2.539) | Test: [50][9/198] Time 0.714 Data 0.001 top1 13.281 ( 12.240) top5 2.344 ( 2.517) | Test: [50][10/198] Time 0.727 Data 0.001 top1 12.500 ( 12.266) top5 2.344 ( 2.500) | Test: [50][11/198] Time 0.732 Data 0.001 top1 11.719 ( 12.216) top5 3.125 ( 2.557) | Test: [50][12/198] Time 0.723 Data 0.001 top1 10.938 ( 12.109) top5 2.344 ( 2.539) | Test: [50][13/198] Time 0.716 Data 0.001 top1 8.594 ( 11.839) top5 0.781 ( 2.404) | Test: [50][14/198] Time 0.721 Data 0.001 top1 10.938 ( 11.775) top5 2.344 ( 2.400) | Test: [50][15/198] Time 0.716 Data 0.001 top1 8.594 ( 11.562) top5 4.688 ( 2.552) | Test: [50][16/198] Time 0.726 Data 0.001 top1 10.938 ( 11.523) top5 1.562 ( 2.490) | Test: [50][17/198] Time 0.719 Data 0.000 top1 12.500 ( 11.581) top5 3.125 ( 2.528) | Test: [50][18/198] Time 0.712 Data 0.001 top1 14.062 ( 11.719) top5 3.125 ( 2.561) | Test: [50][19/198] Time 0.717 Data 0.001 top1 10.156 ( 11.637) top5 0.781 ( 2.467) | Test: [50][20/198] Time 0.713 Data 0.001 top1 10.938 ( 11.602) top5 0.000 ( 2.344) | Test: [50][21/198] Time 0.723 Data 0.001 top1 12.500 ( 11.644) top5 0.781 ( 2.269) | Test: [50][22/198] Time 0.739 Data 0.001 top1 18.750 ( 11.967) top5 1.562 ( 2.237) | Test: [50][23/198] Time 0.726 Data 0.001 top1 15.625 ( 12.126) top5 5.469 ( 2.378) | Test: [50][24/198] Time 0.716 Data 0.001 top1 13.281 ( 12.174) top5 1.562 ( 2.344) | Test: [50][25/198] Time 0.721 Data 0.001 top1 21.094 ( 12.531) top5 3.906 ( 2.406) | Test: [50][26/198] Time 0.719 Data 0.001 top1 17.188 ( 12.710) top5 4.688 ( 2.494) | Test: [50][27/198] Time 0.713 Data 0.001 top1 16.406 ( 12.847) top5 5.469 ( 2.604) | Test: [50][28/198] Time 0.725 Data 0.001 top1 12.500 ( 12.835) top5 2.344 ( 2.595) | Test: [50][29/198] Time 0.718 Data 0.001 top1 10.156 ( 12.742) top5 0.781 ( 2.532) | Test: [50][30/198] Time 0.716 Data 0.001 top1 12.500 ( 12.734) top5 3.125 ( 2.552) | Test: [50][31/198] Time 0.721 Data 0.001 top1 9.375 ( 12.626) top5 2.344 ( 2.545) | Test: [50][32/198] Time 0.717 Data 0.001 top1 8.594 ( 12.500) top5 1.562 ( 2.515) | Test: [50][33/198] Time 0.717 Data 0.001 top1 14.062 ( 12.547) top5 4.688 ( 2.580) | Test: [50][34/198] Time 0.721 Data 0.001 top1 7.031 ( 12.385) top5 1.562 ( 2.551) | Test: [50][35/198] Time 0.724 Data 0.003 top1 14.844 ( 12.455) top5 2.344 ( 2.545) | Test: [50][36/198] Time 0.733 Data 0.001 top1 16.406 ( 12.565) top5 4.688 ( 2.604) | Test: [50][37/198] Time 0.716 Data 0.001 top1 13.281 ( 12.584) top5 3.906 ( 2.639) | Test: [50][38/198] Time 0.744 Data 0.001 top1 15.625 ( 12.664) top5 0.781 ( 2.590) | Test: [50][39/198] Time 0.734 Data 0.001 top1 12.500 ( 12.660) top5 2.344 ( 2.584) | Test: [50][40/198] Time 0.742 Data 0.000 top1 13.281 ( 12.676) top5 2.344 ( 2.578) | Test: [50][41/198] Time 0.724 Data 0.001 top1 10.156 ( 12.614) top5 1.562 ( 2.553) | Test: [50][42/198] Time 0.727 Data 0.001 top1 10.938 ( 12.574) top5 2.344 ( 2.548) | Test: [50][43/198] Time 0.725 Data 0.000 top1 10.156 ( 12.518) top5 3.906 ( 2.580) | Test: [50][44/198] Time 0.722 Data 0.001 top1 14.062 ( 12.553) top5 2.344 ( 2.575) | Test: [50][45/198] Time 0.722 Data 0.001 top1 17.969 ( 12.674) top5 3.125 ( 2.587) | Test: [50][46/198] Time 0.739 Data 0.001 top1 15.625 ( 12.738) top5 2.344 ( 2.582) | Test: [50][47/198] Time 0.721 Data 0.001 top1 15.625 ( 12.799) top5 3.906 ( 2.610) | Test: [50][48/198] Time 0.710 Data 0.001 top1 15.625 ( 12.858) top5 0.781 ( 2.572) | Test: [50][49/198] Time 0.724 Data 0.001 top1 11.719 ( 12.835) top5 1.562 ( 2.551) | Test: [50][50/198] Time 0.735 Data 0.001 top1 9.375 ( 12.766) top5 0.781 ( 2.516) | Test: [50][51/198] Time 0.722 Data 0.001 top1 9.375 ( 12.699) top5 2.344 ( 2.512) | Test: [50][52/198] Time 0.726 Data 0.001 top1 10.938 ( 12.665) top5 1.562 ( 2.494) | Test: [50][53/198] Time 0.718 Data 0.001 top1 18.750 ( 12.780) top5 4.688 ( 2.535) | Test: [50][54/198] Time 0.721 Data 0.001 top1 12.500 ( 12.775) top5 2.344 ( 2.532) | Test: [50][55/198] Time 0.721 Data 0.001 top1 14.844 ( 12.812) top5 0.781 ( 2.500) | Test: [50][56/198] Time 0.720 Data 0.001 top1 17.188 ( 12.891) top5 5.469 ( 2.553) | Test: [50][57/198] Time 0.734 Data 0.005 top1 11.719 ( 12.870) top5 3.125 ( 2.563) | Test: [50][58/198] Time 0.729 Data 0.001 top1 15.625 ( 12.918) top5 3.906 ( 2.586) | Test: [50][59/198] Time 0.723 Data 0.001 top1 12.500 ( 12.910) top5 2.344 ( 2.582) | Test: [50][60/198] Time 0.730 Data 0.001 top1 17.969 ( 12.995) top5 3.906 ( 2.604) | Test: [50][61/198] Time 0.722 Data 0.001 top1 14.062 ( 13.012) top5 3.125 ( 2.613) | Test: [50][62/198] Time 0.717 Data 0.001 top1 12.500 ( 13.004) top5 2.344 ( 2.608) | Test: [50][63/198] Time 0.716 Data 0.001 top1 16.406 ( 13.058) top5 4.688 ( 2.641) | Test: [50][64/198] Time 0.719 Data 0.001 top1 14.844 ( 13.086) top5 3.906 ( 2.661) | Test: [50][65/198] Time 0.720 Data 0.001 top1 12.500 ( 13.077) top5 3.906 ( 2.680) | Test: [50][66/198] Time 0.725 Data 0.001 top1 13.281 ( 13.080) top5 1.562 ( 2.663) | Test: [50][67/198] Time 0.716 Data 0.001 top1 10.156 ( 13.036) top5 1.562 ( 2.647) | Test: [50][68/198] Time 0.733 Data 0.001 top1 13.281 ( 13.040) top5 2.344 ( 2.642) | Test: [50][69/198] Time 0.719 Data 0.002 top1 17.969 ( 13.111) top5 2.344 ( 2.638) | Test: [50][70/198] Time 0.716 Data 0.001 top1 15.625 ( 13.147) top5 3.906 ( 2.656) | Test: [50][71/198] Time 0.726 Data 0.001 top1 14.844 ( 13.171) top5 3.906 ( 2.674) | Test: [50][72/198] Time 0.733 Data 0.000 top1 13.281 ( 13.173) top5 3.125 ( 2.680) | Test: [50][73/198] Time 0.735 Data 0.001 top1 11.719 ( 13.153) top5 2.344 ( 2.676) | Test: [50][74/198] Time 0.730 Data 0.001 top1 8.594 ( 13.091) top5 3.906 ( 2.692) | Test: [50][75/198] Time 0.725 Data 0.001 top1 9.375 ( 13.042) top5 0.781 ( 2.667) | Test: [50][76/198] Time 0.725 Data 0.001 top1 13.281 ( 13.045) top5 4.688 ( 2.693) | Test: [50][77/198] Time 0.723 Data 0.000 top1 13.281 ( 13.048) top5 3.906 ( 2.709) | Test: [50][78/198] Time 0.725 Data 0.001 top1 9.375 ( 13.001) top5 2.344 ( 2.704) | Test: [50][79/198] Time 0.716 Data 0.001 top1 11.719 ( 12.985) top5 2.344 ( 2.700) | Test: [50][80/198] Time 0.718 Data 0.001 top1 7.812 ( 12.920) top5 0.781 ( 2.676) | Test: [50][81/198] Time 0.729 Data 0.001 top1 14.844 ( 12.944) top5 1.562 ( 2.662) | Test: [50][82/198] Time 0.714 Data 0.001 top1 10.938 ( 12.919) top5 2.344 ( 2.658) | Test: [50][83/198] Time 0.715 Data 0.001 top1 13.281 ( 12.924) top5 1.562 ( 2.645) | Test: [50][84/198] Time 0.717 Data 0.001 top1 12.500 ( 12.919) top5 4.688 ( 2.669) | Test: [50][85/198] Time 0.720 Data 0.001 top1 9.375 ( 12.877) top5 1.562 ( 2.656) | Test: [50][86/198] Time 0.729 Data 0.001 top1 7.812 ( 12.818) top5 2.344 ( 2.653) | Test: [50][87/198] Time 0.736 Data 0.001 top1 11.719 ( 12.805) top5 1.562 ( 2.640) | Test: [50][88/198] Time 0.717 Data 0.001 top1 13.281 ( 12.811) top5 6.250 ( 2.681) | Test: [50][89/198] Time 0.729 Data 0.001 top1 13.281 ( 12.816) top5 2.344 ( 2.677) | Test: [50][90/198] Time 0.747 Data 0.002 top1 16.406 ( 12.856) top5 6.250 ( 2.717) | Test: [50][91/198] Time 0.717 Data 0.001 top1 14.062 ( 12.869) top5 1.562 ( 2.704) | Test: [50][92/198] Time 0.719 Data 0.001 top1 7.812 ( 12.814) top5 1.562 ( 2.692) | Test: [50][93/198] Time 0.715 Data 0.001 top1 12.500 ( 12.811) top5 3.125 ( 2.697) | Test: [50][94/198] Time 0.722 Data 0.001 top1 9.375 ( 12.774) top5 1.562 ( 2.685) | Test: [50][95/198] Time 0.714 Data 0.001 top1 11.719 ( 12.763) top5 3.906 ( 2.697) | Test: [50][96/198] Time 0.723 Data 0.000 top1 13.281 ( 12.769) top5 3.125 ( 2.702) | Test: [50][97/198] Time 0.719 Data 0.001 top1 10.156 ( 12.742) top5 3.125 ( 2.706) | Test: [50][98/198] Time 0.719 Data 0.001 top1 7.812 ( 12.691) top5 1.562 ( 2.695) | Test: [50][99/198] Time 0.731 Data 0.001 top1 14.844 ( 12.713) top5 6.250 ( 2.730) | Test: [50][100/198] Time 0.717 Data 0.001 top1 13.281 ( 12.719) top5 1.562 ( 2.719) | Test: [50][101/198] Time 0.715 Data 0.001 top1 10.156 ( 12.693) top5 2.344 ( 2.715) | Test: [50][102/198] Time 0.718 Data 0.001 top1 9.375 ( 12.661) top5 1.562 ( 2.704) | Test: [50][103/198] Time 0.720 Data 0.001 top1 14.062 ( 12.674) top5 5.469 ( 2.731) | Test: [50][104/198] Time 0.729 Data 0.001 top1 11.719 ( 12.665) top5 3.906 ( 2.742) | Test: [50][105/198] Time 0.722 Data 0.000 top1 13.281 ( 12.671) top5 7.031 ( 2.783) | Test: [50][106/198] Time 0.723 Data 0.002 top1 14.062 ( 12.684) top5 0.781 ( 2.764) | Test: [50][107/198] Time 0.717 Data 0.001 top1 12.500 ( 12.683) top5 3.906 ( 2.775) | Test: [50][108/198] Time 0.720 Data 0.001 top1 14.062 ( 12.695) top5 2.344 ( 2.771) | Test: [50][109/198] Time 0.721 Data 0.001 top1 10.156 ( 12.672) top5 0.781 ( 2.752) | Test: [50][110/198] Time 0.714 Data 0.001 top1 7.812 ( 12.628) top5 0.781 ( 2.734) | Test: [50][111/198] Time 0.736 Data 0.001 top1 10.938 ( 12.613) top5 3.906 ( 2.745) | Test: [50][112/198] Time 0.732 Data 0.001 top1 11.719 ( 12.605) top5 1.562 ( 2.734) | Test: [50][113/198] Time 0.725 Data 0.001 top1 8.594 ( 12.569) top5 0.781 ( 2.717) | Test: [50][114/198] Time 0.718 Data 0.001 top1 10.938 ( 12.555) top5 0.781 ( 2.700) | Test: [50][115/198] Time 0.723 Data 0.000 top1 13.281 ( 12.561) top5 3.125 ( 2.704) | Test: [50][116/198] Time 0.731 Data 0.001 top1 14.844 ( 12.581) top5 4.688 ( 2.721) | Test: [50][117/198] Time 0.718 Data 0.001 top1 10.156 ( 12.560) top5 3.125 ( 2.724) | Test: [50][118/198] Time 0.715 Data 0.001 top1 14.062 ( 12.573) top5 2.344 ( 2.721) | Test: [50][119/198] Time 0.722 Data 0.001 top1 11.719 ( 12.566) top5 2.344 ( 2.718) | Test: [50][120/198] Time 0.715 Data 0.001 top1 14.844 ( 12.585) top5 0.781 ( 2.702) | Test: [50][121/198] Time 0.711 Data 0.001 top1 8.594 ( 12.552) top5 2.344 ( 2.699) | Test: [50][122/198] Time 0.728 Data 0.001 top1 14.062 ( 12.564) top5 3.125 ( 2.702) | Test: [50][123/198] Time 0.723 Data 0.001 top1 18.750 ( 12.614) top5 3.125 ( 2.706) | Test: [50][124/198] Time 0.717 Data 0.001 top1 9.375 ( 12.588) top5 1.562 ( 2.697) | Test: [50][125/198] Time 0.719 Data 0.001 top1 9.375 ( 12.562) top5 0.781 ( 2.681) | Test: [50][126/198] Time 0.719 Data 0.001 top1 7.031 ( 12.519) top5 2.344 ( 2.679) | Test: [50][127/198] Time 0.718 Data 0.001 top1 14.844 ( 12.537) top5 3.125 ( 2.682) | Test: [50][128/198] Time 0.736 Data 0.001 top1 14.844 ( 12.555) top5 3.125 ( 2.686) | Test: [50][129/198] Time 0.711 Data 0.001 top1 15.625 ( 12.579) top5 2.344 ( 2.683) | Test: [50][130/198] Time 0.719 Data 0.001 top1 12.500 ( 12.578) top5 3.906 ( 2.692) | Test: [50][131/198] Time 0.714 Data 0.001 top1 11.719 ( 12.572) top5 1.562 ( 2.684) | Test: [50][132/198] Time 0.740 Data 0.001 top1 13.281 ( 12.577) top5 3.906 ( 2.693) | Test: [50][133/198] Time 0.733 Data 0.001 top1 11.719 ( 12.570) top5 0.781 ( 2.679) | Test: [50][134/198] Time 0.724 Data 0.000 top1 16.406 ( 12.599) top5 4.688 ( 2.694) | Test: [50][135/198] Time 0.718 Data 0.001 top1 10.938 ( 12.587) top5 1.562 ( 2.685) | Test: [50][136/198] Time 0.729 Data 0.002 top1 13.281 ( 12.592) top5 3.125 ( 2.688) | Test: [50][137/198] Time 0.724 Data 0.001 top1 12.500 ( 12.591) top5 0.781 ( 2.674) | Test: [50][138/198] Time 0.716 Data 0.001 top1 10.938 ( 12.579) top5 2.344 ( 2.672) | Test: [50][139/198] Time 0.725 Data 0.001 top1 17.969 ( 12.618) top5 4.688 ( 2.687) | Test: [50][140/198] Time 0.740 Data 0.002 top1 15.625 ( 12.640) top5 4.688 ( 2.701) | Test: [50][141/198] Time 0.733 Data 0.001 top1 17.969 ( 12.677) top5 3.906 ( 2.709) | Test: [50][142/198] Time 0.770 Data 0.001 top1 15.625 ( 12.698) top5 2.344 ( 2.707) | Test: [50][143/198] Time 0.725 Data 0.000 top1 10.156 ( 12.680) top5 0.781 ( 2.693) | Test: [50][144/198] Time 0.738 Data 0.001 top1 13.281 ( 12.684) top5 3.906 ( 2.702) | Test: [50][145/198] Time 0.720 Data 0.001 top1 7.031 ( 12.645) top5 2.344 ( 2.699) | Test: [50][146/198] Time 0.732 Data 0.008 top1 9.375 ( 12.623) top5 1.562 ( 2.692) | Test: [50][147/198] Time 0.743 Data 0.001 top1 16.406 ( 12.649) top5 3.125 ( 2.695) | Test: [50][148/198] Time 0.715 Data 0.001 top1 11.719 ( 12.643) top5 2.344 ( 2.692) | Test: [50][149/198] Time 0.718 Data 0.001 top1 9.375 ( 12.621) top5 1.562 ( 2.685) | Test: [50][150/198] Time 0.715 Data 0.001 top1 7.031 ( 12.583) top5 0.781 ( 2.672) | Test: [50][151/198] Time 0.731 Data 0.000 top1 13.281 ( 12.588) top5 0.781 ( 2.659) | Test: [50][152/198] Time 0.714 Data 0.001 top1 18.750 ( 12.628) top5 3.125 ( 2.662) | Test: [50][153/198] Time 0.718 Data 0.001 top1 16.406 ( 12.653) top5 3.906 ( 2.671) | Test: [50][154/198] Time 0.715 Data 0.001 top1 14.844 ( 12.667) top5 2.344 ( 2.668) | Test: [50][155/198] Time 0.718 Data 0.001 top1 10.938 ( 12.656) top5 0.781 ( 2.656) | Test: [50][156/198] Time 0.716 Data 0.001 top1 14.062 ( 12.665) top5 3.125 ( 2.659) | Test: [50][157/198] Time 0.716 Data 0.001 top1 17.188 ( 12.694) top5 2.344 ( 2.657) | Test: [50][158/198] Time 0.731 Data 0.001 top1 11.719 ( 12.688) top5 0.781 ( 2.645) | Test: [50][159/198] Time 0.717 Data 0.000 top1 16.406 ( 12.711) top5 6.250 ( 2.668) | Test: [50][160/198] Time 0.719 Data 0.001 top1 18.750 ( 12.749) top5 3.125 ( 2.671) | Test: [50][161/198] Time 0.724 Data 0.001 top1 12.500 ( 12.747) top5 4.688 ( 2.683) | Test: [50][162/198] Time 0.722 Data 0.001 top1 10.156 ( 12.731) top5 2.344 ( 2.681) | Test: [50][163/198] Time 0.718 Data 0.001 top1 14.062 ( 12.740) top5 3.125 ( 2.684) | Test: [50][164/198] Time 0.720 Data 0.001 top1 19.531 ( 12.781) top5 5.469 ( 2.701) | Test: [50][165/198] Time 0.734 Data 0.001 top1 15.625 ( 12.798) top5 4.688 ( 2.713) | Test: [50][166/198] Time 0.727 Data 0.001 top1 13.281 ( 12.801) top5 0.781 ( 2.701) | Test: [50][167/198] Time 0.722 Data 0.001 top1 7.031 ( 12.767) top5 1.562 ( 2.695) | Test: [50][168/198] Time 0.730 Data 0.001 top1 15.625 ( 12.784) top5 0.781 ( 2.683) | Test: [50][169/198] Time 0.731 Data 0.001 top1 11.719 ( 12.777) top5 1.562 ( 2.677) | Test: [50][170/198] Time 0.732 Data 0.001 top1 14.062 ( 12.785) top5 3.125 ( 2.679) | Test: [50][171/198] Time 0.740 Data 0.001 top1 8.594 ( 12.760) top5 1.562 ( 2.673) | Test: [50][172/198] Time 0.722 Data 0.001 top1 16.406 ( 12.782) top5 2.344 ( 2.671) | Test: [50][173/198] Time 0.724 Data 0.001 top1 10.938 ( 12.771) top5 3.125 ( 2.673) | Test: [50][174/198] Time 0.720 Data 0.001 top1 12.500 ( 12.769) top5 7.031 ( 2.698) | Test: [50][175/198] Time 0.720 Data 0.001 top1 17.188 ( 12.795) top5 0.781 ( 2.688) | Test: [50][176/198] Time 0.716 Data 0.001 top1 7.031 ( 12.762) top5 0.000 ( 2.672) | Test: [50][177/198] Time 0.737 Data 0.001 top1 12.500 ( 12.760) top5 3.125 ( 2.675) | Test: [50][178/198] Time 0.731 Data 0.001 top1 12.500 ( 12.759) top5 3.906 ( 2.682) | Test: [50][179/198] Time 0.725 Data 0.001 top1 12.500 ( 12.758) top5 3.125 ( 2.684) | Test: [50][180/198] Time 0.714 Data 0.001 top1 8.594 ( 12.734) top5 0.000 ( 2.669) | Test: [50][181/198] Time 0.721 Data 0.001 top1 10.156 ( 12.720) top5 0.781 ( 2.659) | Test: [50][182/198] Time 0.712 Data 0.001 top1 12.500 ( 12.719) top5 2.344 ( 2.657) | Test: [50][183/198] Time 0.715 Data 0.001 top1 14.062 ( 12.726) top5 5.469 ( 2.672) | Test: [50][184/198] Time 0.713 Data 0.001 top1 15.625 ( 12.742) top5 2.344 ( 2.671) | Test: [50][185/198] Time 0.719 Data 0.001 top1 11.719 ( 12.736) top5 4.688 ( 2.682) | Test: [50][186/198] Time 0.722 Data 0.001 top1 9.375 ( 12.718) top5 0.000 ( 2.667) | Test: [50][187/198] Time 0.733 Data 0.001 top1 9.375 ( 12.701) top5 0.000 ( 2.653) | Test: [50][188/198] Time 0.722 Data 0.000 top1 12.500 ( 12.699) top5 2.344 ( 2.651) | Test: [50][189/198] Time 0.713 Data 0.000 top1 9.375 ( 12.682) top5 2.344 ( 2.650) | Test: [50][190/198] Time 0.719 Data 0.000 top1 11.719 ( 12.677) top5 3.125 ( 2.652) | Test: [50][191/198] Time 0.719 Data 0.000 top1 17.969 ( 12.705) top5 1.562 ( 2.646) | Test: [50][192/198] Time 0.722 Data 0.000 top1 14.062 ( 12.712) top5 2.344 ( 2.645) | Test: [50][193/198] Time 0.717 Data 0.000 top1 12.500 ( 12.710) top5 2.344 ( 2.643) | Test: [50][194/198] Time 0.718 Data 0.000 top1 14.844 ( 12.721) top5 4.688 ( 2.654) | Test: [50][195/198] Time 0.718 Data 0.000 top1 16.406 ( 12.740) top5 3.125 ( 2.656) | Test: [50][196/198] Time 0.718 Data 0.001 top1 12.500 ( 12.739) top5 3.125 ( 2.659) | Test: [50][197/198] Time 0.264 Data 0.000 top1 5.882 ( 12.704) top5 2.941 ( 2.660) | Test: [50][198/198] Time 0.711 Data 0.000 top1 16.406 ( 12.723) top5 3.125 ( 2.662) * Finished epoch # 50 top1: 12.723 top5: 2.662 Epoch 51 => Training epoch # 51 | Epoch: [51][1/553] Time 4.844 Data 2.350 Err 0.2581 top1 8.594 top5 2.344 | Epoch: [51][2/553] Time 2.435 Data 0.001 Err 0.4124 top1 10.156 top5 5.469 | Epoch: [51][3/553] Time 2.426 Data 0.001 Err 0.1694 top1 4.688 top5 0.000 | Epoch: [51][4/553] Time 2.463 Data 0.001 Err 0.1927 top1 5.469 top5 0.781 | Epoch: [51][5/553] Time 2.441 Data 0.001 Err 0.2888 top1 7.812 top5 3.125 | Epoch: [51][6/553] Time 2.445 Data 0.001 Err 0.3766 top1 8.594 top5 3.906 | Epoch: [51][7/553] Time 2.464 Data 0.001 Err 0.3521 top1 8.594 top5 3.125 | Epoch: [51][8/553] Time 2.443 Data 0.001 Err 0.4886 top1 9.375 top5 5.469 | Epoch: [51][9/553] Time 2.481 Data 0.001 Err 0.1529 top1 3.906 top5 0.781 | Epoch: [51][10/553] Time 2.457 Data 0.001 Err 0.2979 top1 7.812 top5 3.125 | Epoch: [51][11/553] Time 2.442 Data 0.001 Err 0.3392 top1 10.938 top5 1.562 | Epoch: [51][12/553] Time 2.462 Data 0.001 Err 0.3901 top1 9.375 top5 3.125 | Epoch: [51][13/553] Time 2.434 Data 0.001 Err 0.3117 top1 10.156 top5 1.562 | Epoch: [51][14/553] Time 2.431 Data 0.001 Err 0.4124 top1 7.812 top5 3.125 | Epoch: [51][15/553] Time 2.515 Data 0.000 Err 0.2311 top1 7.031 top5 0.781 | Epoch: [51][16/553] Time 2.452 Data 0.001 Err 0.3589 top1 7.812 top5 1.562 | Epoch: [51][17/553] Time 2.435 Data 0.001 Err 0.3129 top1 7.812 top5 2.344 | Epoch: [51][18/553] Time 2.480 Data 0.001 Err 0.2598 top1 5.469 top5 1.562 | Epoch: [51][19/553] Time 2.437 Data 0.001 Err 0.2169 top1 7.031 top5 0.781 | Epoch: [51][20/553] Time 2.443 Data 0.001 Err 0.2243 top1 5.469 top5 0.781 | Epoch: [51][21/553] Time 2.442 Data 0.001 Err 0.2349 top1 4.688 top5 1.562 | Epoch: [51][22/553] Time 2.473 Data 0.001 Err 0.2999 top1 8.594 top5 1.562 | Epoch: [51][23/553] Time 2.440 Data 0.001 Err 0.3797 top1 10.156 top5 3.125 | Epoch: [51][24/553] Time 2.446 Data 0.001 Err 0.1841 top1 4.688 top5 1.562 | Epoch: [51][25/553] Time 2.503 Data 0.001 Err 0.2441 top1 4.688 top5 2.344 | Epoch: [51][26/553] Time 2.439 Data 0.001 Err 0.2861 top1 7.031 top5 1.562 | Epoch: [51][27/553] Time 2.442 Data 0.001 Err 0.4304 top1 13.281 top5 4.688 | Epoch: [51][28/553] Time 2.477 Data 0.001 Err 0.3311 top1 10.938 top5 1.562 | Epoch: [51][29/553] Time 2.440 Data 0.001 Err 0.2495 top1 5.469 top5 1.562 | Epoch: [51][30/553] Time 2.441 Data 0.001 Err 0.2497 top1 7.031 top5 1.562 | Epoch: [51][31/553] Time 2.447 Data 0.001 Err 0.3745 top1 11.719 top5 2.344 | Epoch: [51][32/553] Time 2.451 Data 0.001 Err 0.3072 top1 10.938 top5 1.562 | Epoch: [51][33/553] Time 2.451 Data 0.001 Err 0.2610 top1 7.031 top5 1.562 | Epoch: [51][34/553] Time 2.457 Data 0.001 Err 0.2832 top1 8.594 top5 2.344 | Epoch: [51][35/553] Time 2.462 Data 0.001 Err 0.3504 top1 10.938 top5 2.344 | Epoch: [51][36/553] Time 2.476 Data 0.001 Err 0.3432 top1 10.156 top5 3.906 | Epoch: [51][37/553] Time 2.471 Data 0.001 Err 0.2809 top1 7.812 top5 3.125 | Epoch: [51][38/553] Time 2.454 Data 0.001 Err 0.2449 top1 6.250 top5 2.344 | Epoch: [51][39/553] Time 2.434 Data 0.001 Err 0.4836 top1 10.938 top5 7.031 | Epoch: [51][40/553] Time 2.459 Data 0.001 Err 0.2448 top1 7.031 top5 1.562 | Epoch: [51][41/553] Time 2.479 Data 0.001 Err 0.3699 top1 9.375 top5 2.344 | Epoch: [51][42/553] Time 2.478 Data 0.000 Err 0.3128 top1 7.031 top5 3.125 | Epoch: [51][43/553] Time 2.470 Data 0.001 Err 0.2406 top1 5.469 top5 0.781 | Epoch: [51][44/553] Time 2.454 Data 0.001 Err 0.4133 top1 11.719 top5 3.906 | Epoch: [51][45/553] Time 2.499 Data 0.001 Err 0.2928 top1 7.812 top5 3.125 | Epoch: [51][46/553] Time 2.432 Data 0.001 Err 0.2223 top1 6.250 top5 0.000 | Epoch: [51][47/553] Time 2.488 Data 0.001 Err 0.2807 top1 8.594 top5 0.000 | Epoch: [51][48/553] Time 2.475 Data 0.001 Err 0.2537 top1 8.594 top5 1.562 | Epoch: [51][49/553] Time 2.475 Data 0.001 Err 0.3470 top1 10.156 top5 3.125 | Epoch: [51][50/553] Time 2.468 Data 0.001 Err 0.2413 top1 5.469 top5 2.344 | Epoch: [51][51/553] Time 2.485 Data 0.000 Err 0.1981 top1 4.688 top5 0.781 | Epoch: [51][52/553] Time 2.447 Data 0.001 Err 0.2479 top1 4.688 top5 2.344 | Epoch: [51][53/553] Time 2.457 Data 0.001 Err 0.2555 top1 6.250 top5 1.562 | Epoch: [51][54/553] Time 2.432 Data 0.001 Err 0.2120 top1 4.688 top5 2.344 | Epoch: [51][55/553] Time 2.447 Data 0.001 Err 0.3488 top1 8.594 top5 3.906 | Epoch: [51][56/553] Time 2.460 Data 0.004 Err 0.2369 top1 7.812 top5 2.344 | Epoch: [51][57/553] Time 2.477 Data 0.001 Err 0.1582 top1 3.906 top5 0.000 | Epoch: [51][58/553] Time 2.471 Data 0.000 Err 0.1972 top1 5.469 top5 1.562 | Epoch: [51][59/553] Time 2.459 Data 0.000 Err 0.2880 top1 5.469 top5 2.344 | Epoch: [51][60/553] Time 2.446 Data 0.001 Err 0.3375 top1 8.594 top5 3.125 | Epoch: [51][61/553] Time 2.455 Data 0.001 Err 0.3372 top1 7.031 top5 3.125 | Epoch: [51][62/553] Time 2.444 Data 0.000 Err 0.3181 top1 9.375 top5 3.125 | Epoch: [51][63/553] Time 2.448 Data 0.001 Err 0.3599 top1 10.156 top5 2.344 | Epoch: [51][64/553] Time 2.436 Data 0.001 Err 0.2052 top1 5.469 top5 1.562 | Epoch: [51][65/553] Time 2.467 Data 0.000 Err 0.4294 top1 10.938 top5 2.344 | Epoch: [51][66/553] Time 2.446 Data 0.001 Err 0.4052 top1 9.375 top5 3.125 | Epoch: [51][67/553] Time 2.441 Data 0.001 Err 0.2791 top1 3.906 top5 1.562 | Epoch: [51][68/553] Time 2.458 Data 0.001 Err 0.3047 top1 8.594 top5 2.344 | Epoch: [51][69/553] Time 2.470 Data 0.001 Err 0.3733 top1 10.938 top5 3.125 | Epoch: [51][70/553] Time 2.435 Data 0.001 Err 0.3330 top1 7.812 top5 2.344 | Epoch: [51][71/553] Time 2.448 Data 0.001 Err 0.2685 top1 5.469 top5 1.562 | Epoch: [51][72/553] Time 2.448 Data 0.001 Err 0.2192 top1 7.031 top5 0.000 | Epoch: [51][73/553] Time 2.449 Data 0.001 Err 0.3211 top1 10.938 top5 3.125 | Epoch: [51][74/553] Time 2.502 Data 0.001 Err 0.2426 top1 7.812 top5 0.781 | Epoch: [51][75/553] Time 2.451 Data 0.001 Err 0.2871 top1 7.031 top5 1.562 | Epoch: [51][76/553] Time 2.439 Data 0.001 Err 0.3863 top1 10.938 top5 2.344 | Epoch: [51][77/553] Time 2.477 Data 0.005 Err 0.2470 top1 7.031 top5 0.781 | Epoch: [51][78/553] Time 2.477 Data 0.001 Err 0.3884 top1 13.281 top5 2.344 | Epoch: [51][79/553] Time 2.530 Data 0.001 Err 0.2656 top1 5.469 top5 1.562 | Epoch: [51][80/553] Time 2.447 Data 0.001 Err 0.3476 top1 12.500 top5 2.344 | Epoch: [51][81/553] Time 2.444 Data 0.001 Err 0.3446 top1 6.250 top5 3.125 | Epoch: [51][82/553] Time 2.456 Data 0.001 Err 0.2729 top1 7.031 top5 0.781 | Epoch: [51][83/553] Time 2.452 Data 0.001 Err 0.2630 top1 5.469 top5 3.125 | Epoch: [51][84/553] Time 2.435 Data 0.001 Err 0.3614 top1 10.938 top5 2.344 | Epoch: [51][85/553] Time 2.471 Data 0.001 Err 0.3429 top1 8.594 top5 3.125 | Epoch: [51][86/553] Time 2.452 Data 0.001 Err 0.2331 top1 6.250 top5 1.562 | Epoch: [51][87/553] Time 2.461 Data 0.001 Err 0.3345 top1 9.375 top5 3.125 | Epoch: [51][88/553] Time 2.499 Data 0.001 Err 0.3024 top1 7.031 top5 3.906 | Epoch: [51][89/553] Time 2.482 Data 0.001 Err 0.2369 top1 5.469 top5 0.781 | Epoch: [51][90/553] Time 2.478 Data 0.001 Err 0.2999 top1 8.594 top5 3.125 | Epoch: [51][91/553] Time 2.465 Data 0.000 Err 0.1920 top1 3.906 top5 0.781 | Epoch: [51][92/553] Time 2.456 Data 0.001 Err 0.2542 top1 5.469 top5 2.344 | Epoch: [51][93/553] Time 2.479 Data 0.001 Err 0.3021 top1 7.812 top5 2.344 | Epoch: [51][94/553] Time 2.476 Data 0.001 Err 0.3623 top1 8.594 top5 3.906 | Epoch: [51][95/553] Time 2.476 Data 0.001 Err 0.2471 top1 6.250 top5 2.344 | Epoch: [51][96/553] Time 2.446 Data 0.003 Err 0.2726 top1 5.469 top5 2.344 | Epoch: [51][97/553] Time 2.478 Data 0.000 Err 0.2937 top1 7.812 top5 3.125 | Epoch: [51][98/553] Time 2.474 Data 0.001 Err 0.2792 top1 7.031 top5 3.125 | Epoch: [51][99/553] Time 2.476 Data 0.001 Err 0.3225 top1 8.594 top5 2.344 | Epoch: [51][100/553] Time 2.484 Data 0.001 Err 0.2816 top1 7.812 top5 2.344 | Epoch: [51][101/553] Time 2.466 Data 0.001 Err 0.1221 top1 2.344 top5 0.000 | Epoch: [51][102/553] Time 2.432 Data 0.001 Err 0.3083 top1 10.156 top5 3.125 | Epoch: [51][103/553] Time 2.474 Data 0.001 Err 0.2459 top1 6.250 top5 0.781 | Epoch: [51][104/553] Time 2.446 Data 0.001 Err 0.1645 top1 4.688 top5 0.781 | Epoch: [51][105/553] Time 2.459 Data 0.001 Err 0.6029 top1 15.625 top5 5.469 | Epoch: [51][106/553] Time 2.474 Data 0.001 Err 0.3540 top1 10.156 top5 3.125 | Epoch: [51][107/553] Time 2.489 Data 0.001 Err 0.1748 top1 6.250 top5 2.344 | Epoch: [51][108/553] Time 2.458 Data 0.000 Err 0.3188 top1 8.594 top5 3.906 | Epoch: [51][109/553] Time 2.437 Data 0.001 Err 0.2803 top1 7.812 top5 1.562 | Epoch: [51][110/553] Time 2.437 Data 0.001 Err 0.2681 top1 7.812 top5 0.781 | Epoch: [51][111/553] Time 2.447 Data 0.001 Err 0.3072 top1 8.594 top5 2.344 | Epoch: [51][112/553] Time 2.500 Data 0.001 Err 0.2274 top1 5.469 top5 1.562 | Epoch: [51][113/553] Time 2.451 Data 0.001 Err 0.3700 top1 10.156 top5 3.906 | Epoch: [51][114/553] Time 2.440 Data 0.001 Err 0.3016 top1 8.594 top5 3.125 | Epoch: [51][115/553] Time 2.463 Data 0.003 Err 0.4009 top1 11.719 top5 2.344 | Epoch: [51][116/553] Time 2.463 Data 0.001 Err 0.3040 top1 6.250 top5 3.125 | Epoch: [51][117/553] Time 2.473 Data 0.001 Err 0.5721 top1 15.625 top5 5.469 | Epoch: [51][118/553] Time 2.488 Data 0.000 Err 0.4470 top1 10.156 top5 4.688 | Epoch: [51][119/553] Time 2.437 Data 0.000 Err 0.4223 top1 13.281 top5 2.344 | Epoch: [51][120/553] Time 2.481 Data 0.001 Err 0.2452 top1 7.031 top5 1.562 | Epoch: [51][121/553] Time 2.512 Data 0.001 Err 0.3565 top1 9.375 top5 4.688 | Epoch: [51][122/553] Time 2.445 Data 0.001 Err 0.1482 top1 3.906 top5 0.781 | Epoch: [51][123/553] Time 2.442 Data 0.001 Err 0.4174 top1 7.812 top5 3.906 | Epoch: [51][124/553] Time 2.472 Data 0.001 Err 0.3588 top1 7.812 top5 2.344 | Epoch: [51][125/553] Time 2.464 Data 0.001 Err 0.2862 top1 8.594 top5 2.344 | Epoch: [51][126/553] Time 2.448 Data 0.001 Err 0.3776 top1 9.375 top5 3.906 | Epoch: [51][127/553] Time 2.453 Data 0.000 Err 0.2639 top1 7.031 top5 1.562 | Epoch: [51][128/553] Time 2.517 Data 0.001 Err 0.2715 top1 7.031 top5 2.344 | Epoch: [51][129/553] Time 2.497 Data 0.001 Err 0.2838 top1 4.688 top5 0.781 | Epoch: [51][130/553] Time 2.465 Data 0.001 Err 0.3625 top1 8.594 top5 3.906 | Epoch: [51][131/553] Time 2.434 Data 0.001 Err 0.3669 top1 7.812 top5 3.125 | Epoch: [51][132/553] Time 2.466 Data 0.001 Err 0.3666 top1 8.594 top5 4.688 | Epoch: [51][133/553] Time 2.458 Data 0.001 Err 0.2213 top1 5.469 top5 0.781 | Epoch: [51][134/553] Time 2.442 Data 0.003 Err 0.2895 top1 4.688 top5 2.344 | Epoch: [51][135/553] Time 2.454 Data 0.001 Err 0.4184 top1 11.719 top5 2.344 | Epoch: [51][136/553] Time 2.455 Data 0.001 Err 0.1930 top1 5.469 top5 0.000 | Epoch: [51][137/553] Time 2.470 Data 0.001 Err 0.2529 top1 7.812 top5 0.781 | Epoch: [51][138/553] Time 2.457 Data 0.001 Err 0.3843 top1 7.812 top5 3.906 | Epoch: [51][139/553] Time 2.476 Data 0.001 Err 0.3850 top1 9.375 top5 3.906 | Epoch: [51][140/553] Time 2.538 Data 0.001 Err 0.1460 top1 2.344 top5 0.000 | Epoch: [51][141/553] Time 2.472 Data 0.001 Err 0.5013 top1 14.062 top5 5.469 | Epoch: [51][142/553] Time 2.447 Data 0.000 Err 0.3977 top1 9.375 top5 2.344 | Epoch: [51][143/553] Time 2.480 Data 0.002 Err 0.3468 top1 9.375 top5 2.344 | Epoch: [51][144/553] Time 2.482 Data 0.001 Err 0.2963 top1 8.594 top5 1.562 | Epoch: [51][145/553] Time 2.469 Data 0.000 Err 0.2135 top1 7.812 top5 0.000 | Epoch: [51][146/553] Time 2.510 Data 0.001 Err 0.2609 top1 6.250 top5 2.344 | Epoch: [51][147/553] Time 2.447 Data 0.001 Err 0.2699 top1 6.250 top5 2.344 | Epoch: [51][148/553] Time 2.458 Data 0.000 Err 0.2354 top1 5.469 top5 0.781 | Epoch: [51][149/553] Time 2.489 Data 0.001 Err 0.3207 top1 11.719 top5 0.781 | Epoch: [51][150/553] Time 2.458 Data 0.001 Err 0.2133 top1 5.469 top5 1.562 | Epoch: [51][151/553] Time 2.461 Data 0.001 Err 0.3995 top1 10.156 top5 4.688 | Epoch: [51][152/553] Time 2.473 Data 0.001 Err 0.4062 top1 10.156 top5 2.344 | Epoch: [51][153/553] Time 2.528 Data 0.003 Err 0.1878 top1 6.250 top5 0.000 | Epoch: [51][154/553] Time 2.489 Data 0.001 Err 0.2238 top1 6.250 top5 3.125 | Epoch: [51][155/553] Time 2.442 Data 0.001 Err 0.2281 top1 6.250 top5 0.781 | Epoch: [51][156/553] Time 2.439 Data 0.001 Err 0.2760 top1 7.031 top5 1.562 | Epoch: [51][157/553] Time 2.475 Data 0.001 Err 0.3112 top1 10.938 top5 0.781 | Epoch: [51][158/553] Time 2.475 Data 0.001 Err 0.3220 top1 8.594 top5 3.125 | Epoch: [51][159/553] Time 2.442 Data 0.001 Err 0.1380 top1 3.906 top5 0.781 | Epoch: [51][160/553] Time 2.440 Data 0.001 Err 0.3225 top1 8.594 top5 3.125 | Epoch: [51][161/553] Time 2.486 Data 0.001 Err 0.3286 top1 10.938 top5 2.344 | Epoch: [51][162/553] Time 2.474 Data 0.001 Err 0.3236 top1 9.375 top5 2.344 | Epoch: [51][163/553] Time 2.504 Data 0.001 Err 0.4307 top1 10.938 top5 4.688 | Epoch: [51][164/553] Time 2.450 Data 0.001 Err 0.3885 top1 9.375 top5 2.344 | Epoch: [51][165/553] Time 2.513 Data 0.001 Err 0.2980 top1 7.031 top5 2.344 | Epoch: [51][166/553] Time 2.456 Data 0.001 Err 0.2185 top1 5.469 top5 1.562 | Epoch: [51][167/553] Time 2.438 Data 0.001 Err 0.2612 top1 7.812 top5 2.344 | Epoch: [51][168/553] Time 2.457 Data 0.001 Err 0.2087 top1 7.031 top5 0.000 | Epoch: [51][169/553] Time 2.478 Data 0.001 Err 0.2694 top1 5.469 top5 1.562 | Epoch: [51][170/553] Time 2.479 Data 0.001 Err 0.3768 top1 10.938 top5 1.562 | Epoch: [51][171/553] Time 2.497 Data 0.001 Err 0.3763 top1 9.375 top5 2.344 | Epoch: [51][172/553] Time 2.505 Data 0.008 Err 0.3091 top1 7.812 top5 3.125 | Epoch: [51][173/553] Time 2.475 Data 0.001 Err 0.2841 top1 4.688 top5 3.125 | Epoch: [51][174/553] Time 2.492 Data 0.001 Err 0.3871 top1 8.594 top5 3.125 | Epoch: [51][175/553] Time 2.481 Data 0.001 Err 0.3487 top1 8.594 top5 3.125 | Epoch: [51][176/553] Time 2.474 Data 0.001 Err 0.3278 top1 5.469 top5 3.125 | Epoch: [51][177/553] Time 2.470 Data 0.000 Err 0.1657 top1 3.125 top5 0.781 | Epoch: [51][178/553] Time 2.445 Data 0.001 Err 0.2053 top1 7.031 top5 0.781 | Epoch: [51][179/553] Time 2.483 Data 0.001 Err 0.2930 top1 7.812 top5 2.344 | Epoch: [51][180/553] Time 2.487 Data 0.000 Err 0.3496 top1 7.812 top5 3.906 | Epoch: [51][181/553] Time 2.478 Data 0.001 Err 0.3133 top1 7.812 top5 2.344 | Epoch: [51][182/553] Time 2.472 Data 0.001 Err 0.4477 top1 11.719 top5 4.688 | Epoch: [51][183/553] Time 2.470 Data 0.001 Err 0.2599 top1 7.812 top5 1.562 | Epoch: [51][184/553] Time 2.481 Data 0.001 Err 0.1503 top1 4.688 top5 0.000 | Epoch: [51][185/553] Time 2.503 Data 0.001 Err 0.2685 top1 7.812 top5 3.125 | Epoch: [51][186/553] Time 2.478 Data 0.001 Err 0.3263 top1 7.812 top5 3.125 | Epoch: [51][187/553] Time 2.480 Data 0.001 Err 0.3803 top1 9.375 top5 2.344 | Epoch: [51][188/553] Time 2.501 Data 0.001 Err 0.2293 top1 7.812 top5 1.562 | Epoch: [51][189/553] Time 2.481 Data 0.001 Err 0.2761 top1 10.156 top5 1.562 | Epoch: [51][190/553] Time 2.465 Data 0.001 Err 0.3185 top1 10.156 top5 2.344 | Epoch: [51][191/553] Time 2.489 Data 0.000 Err 0.3876 top1 8.594 top5 4.688 | Epoch: [51][192/553] Time 2.447 Data 0.001 Err 0.3116 top1 8.594 top5 1.562 | Epoch: [51][193/553] Time 2.471 Data 0.000 Err 0.2399 top1 4.688 top5 2.344 | Epoch: [51][194/553] Time 2.468 Data 0.001 Err 0.2189 top1 8.594 top5 0.781 | Epoch: [51][195/553] Time 2.468 Data 0.001 Err 0.3975 top1 12.500 top5 3.125 | Epoch: [51][196/553] Time 2.446 Data 0.001 Err 0.4149 top1 10.938 top5 5.469 | Epoch: [51][197/553] Time 2.512 Data 0.001 Err 0.3734 top1 10.938 top5 3.125 | Epoch: [51][198/553] Time 2.506 Data 0.001 Err 0.2908 top1 7.812 top5 3.125 | Epoch: [51][199/553] Time 2.446 Data 0.001 Err 0.3006 top1 7.031 top5 1.562 | Epoch: [51][200/553] Time 2.513 Data 0.001 Err 0.3042 top1 7.812 top5 3.125 | Epoch: [51][201/553] Time 2.500 Data 0.001 Err 0.3028 top1 7.812 top5 3.906 | Epoch: [51][202/553] Time 2.479 Data 0.001 Err 0.1951 top1 3.125 top5 1.562 | Epoch: [51][203/553] Time 2.447 Data 0.001 Err 0.2455 top1 6.250 top5 1.562 | Epoch: [51][204/553] Time 2.448 Data 0.001 Err 0.2028 top1 6.250 top5 0.000 | Epoch: [51][205/553] Time 2.475 Data 0.001 Err 0.2728 top1 8.594 top5 2.344 | Epoch: [51][206/553] Time 2.486 Data 0.001 Err 0.2561 top1 7.031 top5 1.562 | Epoch: [51][207/553] Time 2.439 Data 0.001 Err 0.2682 top1 7.812 top5 2.344 | Epoch: [51][208/553] Time 2.487 Data 0.001 Err 0.3471 top1 7.812 top5 3.906 | Epoch: [51][209/553] Time 2.465 Data 0.001 Err 0.2555 top1 7.812 top5 0.781 | Epoch: [51][210/553] Time 2.505 Data 0.001 Err 0.3815 top1 10.156 top5 3.125 | Epoch: [51][211/553] Time 2.483 Data 0.001 Err 0.2326 top1 4.688 top5 2.344 | Epoch: [51][212/553] Time 2.448 Data 0.001 Err 0.2825 top1 8.594 top5 1.562 | Epoch: [51][213/553] Time 2.481 Data 0.000 Err 0.4997 top1 11.719 top5 7.031 | Epoch: [51][214/553] Time 2.453 Data 0.001 Err 0.2650 top1 5.469 top5 2.344 | Epoch: [51][215/553] Time 2.452 Data 0.001 Err 0.2144 top1 5.469 top5 2.344 | Epoch: [51][216/553] Time 2.466 Data 0.001 Err 0.3843 top1 7.031 top5 3.906 | Epoch: [51][217/553] Time 2.473 Data 0.001 Err 0.3689 top1 7.812 top5 3.125 | Epoch: [51][218/553] Time 2.455 Data 0.001 Err 0.2321 top1 7.812 top5 0.781 | Epoch: [51][219/553] Time 2.486 Data 0.001 Err 0.2740 top1 8.594 top5 1.562 | Epoch: [51][220/553] Time 2.449 Data 0.001 Err 0.4485 top1 11.719 top5 3.906 | Epoch: [51][221/553] Time 2.505 Data 0.001 Err 0.1856 top1 6.250 top5 0.781 | Epoch: [51][222/553] Time 2.448 Data 0.001 Err 0.3222 top1 8.594 top5 3.125 | Epoch: [51][223/553] Time 2.481 Data 0.001 Err 0.4196 top1 9.375 top5 2.344 | Epoch: [51][224/553] Time 2.444 Data 0.001 Err 0.2080 top1 4.688 top5 1.562 | Epoch: [51][225/553] Time 2.437 Data 0.001 Err 0.2563 top1 9.375 top5 1.562 | Epoch: [51][226/553] Time 2.451 Data 0.001 Err 0.2995 top1 6.250 top5 3.906 | Epoch: [51][227/553] Time 2.468 Data 0.001 Err 0.3783 top1 7.812 top5 4.688 | Epoch: [51][228/553] Time 2.467 Data 0.001 Err 0.1351 top1 3.125 top5 0.000 | Epoch: [51][229/553] Time 2.449 Data 0.001 Err 0.3356 top1 8.594 top5 0.781 | Epoch: [51][230/553] Time 2.484 Data 0.001 Err 0.2101 top1 5.469 top5 0.781 | Epoch: [51][231/553] Time 2.480 Data 0.001 Err 0.2583 top1 6.250 top5 1.562 | Epoch: [51][232/553] Time 2.454 Data 0.000 Err 0.2981 top1 7.812 top5 2.344 | Epoch: [51][233/553] Time 2.456 Data 0.001 Err 0.1854 top1 3.906 top5 0.781 | Epoch: [51][234/553] Time 2.452 Data 0.001 Err 0.4428 top1 10.156 top5 2.344 | Epoch: [51][235/553] Time 2.483 Data 0.001 Err 0.2755 top1 9.375 top5 3.125 | Epoch: [51][236/553] Time 2.439 Data 0.001 Err 0.2363 top1 4.688 top5 1.562 | Epoch: [51][237/553] Time 2.489 Data 0.001 Err 0.2845 top1 9.375 top5 2.344 | Epoch: [51][238/553] Time 2.438 Data 0.001 Err 0.2954 top1 7.031 top5 0.781 | Epoch: [51][239/553] Time 2.492 Data 0.001 Err 0.2602 top1 6.250 top5 2.344 | Epoch: [51][240/553] Time 2.464 Data 0.001 Err 0.3007 top1 6.250 top5 3.125 | Epoch: [51][241/553] Time 2.494 Data 0.001 Err 0.1895 top1 8.594 top5 0.000 | Epoch: [51][242/553] Time 2.448 Data 0.001 Err 0.3213 top1 8.594 top5 3.125 | Epoch: [51][243/553] Time 2.448 Data 0.001 Err 0.1539 top1 3.906 top5 0.781 | Epoch: [51][244/553] Time 2.465 Data 0.001 Err 0.3089 top1 8.594 top5 0.781 | Epoch: [51][245/553] Time 2.463 Data 0.001 Err 0.5349 top1 13.281 top5 6.250 | Epoch: [51][246/553] Time 2.490 Data 0.001 Err 0.4264 top1 10.938 top5 3.125 | Epoch: [51][247/553] Time 2.487 Data 0.001 Err 0.2920 top1 9.375 top5 1.562 | Epoch: [51][248/553] Time 2.438 Data 0.002 Err 0.2773 top1 7.031 top5 1.562 | Epoch: [51][249/553] Time 2.443 Data 0.001 Err 0.3418 top1 7.812 top5 3.125 | Epoch: [51][250/553] Time 2.460 Data 0.001 Err 0.4132 top1 9.375 top5 3.906 | Epoch: [51][251/553] Time 2.449 Data 0.001 Err 0.3359 top1 7.812 top5 2.344 | Epoch: [51][252/553] Time 2.455 Data 0.001 Err 0.3086 top1 7.812 top5 3.125 | Epoch: [51][253/553] Time 2.442 Data 0.000 Err 0.2790 top1 8.594 top5 1.562 | Epoch: [51][254/553] Time 2.435 Data 0.001 Err 0.4001 top1 9.375 top5 4.688 | Epoch: [51][255/553] Time 2.479 Data 0.001 Err 0.2512 top1 7.812 top5 0.781 | Epoch: [51][256/553] Time 2.447 Data 0.001 Err 0.1954 top1 3.125 top5 1.562 | Epoch: [51][257/553] Time 2.465 Data 0.001 Err 0.3356 top1 7.812 top5 3.125 | Epoch: [51][258/553] Time 2.444 Data 0.001 Err 0.3033 top1 7.031 top5 3.125 | Epoch: [51][259/553] Time 2.480 Data 0.001 Err 0.3417 top1 7.812 top5 3.125 | Epoch: [51][260/553] Time 2.452 Data 0.001 Err 0.3770 top1 7.812 top5 3.125 | Epoch: [51][261/553] Time 2.442 Data 0.001 Err 0.2726 top1 7.812 top5 1.562 | Epoch: [51][262/553] Time 2.473 Data 0.001 Err 0.1149 top1 0.781 top5 0.781 | Epoch: [51][263/553] Time 2.446 Data 0.001 Err 0.2611 top1 8.594 top5 1.562 | Epoch: [51][264/553] Time 2.484 Data 0.001 Err 0.3232 top1 7.812 top5 1.562 | Epoch: [51][265/553] Time 2.445 Data 0.001 Err 0.3453 top1 9.375 top5 2.344 | Epoch: [51][266/553] Time 2.500 Data 0.001 Err 0.2453 top1 7.031 top5 1.562 | Epoch: [51][267/553] Time 2.488 Data 0.001 Err 0.3104 top1 9.375 top5 3.125 | Epoch: [51][268/553] Time 2.479 Data 0.001 Err 0.3355 top1 8.594 top5 4.688 | Epoch: [51][269/553] Time 2.450 Data 0.001 Err 0.3126 top1 7.812 top5 3.125 | Epoch: [51][270/553] Time 2.482 Data 0.001 Err 0.2045 top1 4.688 top5 1.562 | Epoch: [51][271/553] Time 2.446 Data 0.001 Err 0.3724 top1 11.719 top5 3.125 | Epoch: [51][272/553] Time 2.483 Data 0.001 Err 0.2669 top1 7.031 top5 0.781 | Epoch: [51][273/553] Time 2.489 Data 0.001 Err 0.2375 top1 7.031 top5 0.781 | Epoch: [51][274/553] Time 2.473 Data 0.001 Err 0.2306 top1 6.250 top5 1.562 | Epoch: [51][275/553] Time 2.437 Data 0.001 Err 0.2040 top1 7.812 top5 0.000 | Epoch: [51][276/553] Time 2.470 Data 0.001 Err 0.3370 top1 10.938 top5 1.562 | Epoch: [51][277/553] Time 2.497 Data 0.001 Err 0.2657 top1 7.031 top5 0.781 | Epoch: [51][278/553] Time 2.442 Data 0.000 Err 0.3853 top1 10.156 top5 3.125 | Epoch: [51][279/553] Time 2.444 Data 0.000 Err 0.2874 top1 9.375 top5 1.562 | Epoch: [51][280/553] Time 2.448 Data 0.001 Err 0.3403 top1 9.375 top5 2.344 | Epoch: [51][281/553] Time 2.478 Data 0.001 Err 0.3835 top1 10.938 top5 3.125 | Epoch: [51][282/553] Time 2.447 Data 0.001 Err 0.4686 top1 11.719 top5 6.250 | Epoch: [51][283/553] Time 2.435 Data 0.001 Err 0.2097 top1 6.250 top5 0.781 | Epoch: [51][284/553] Time 2.481 Data 0.001 Err 0.2728 top1 7.812 top5 1.562 | Epoch: [51][285/553] Time 2.461 Data 0.001 Err 0.3019 top1 7.812 top5 2.344 | Epoch: [51][286/553] Time 2.439 Data 0.003 Err 0.2975 top1 7.812 top5 3.125 | Epoch: [51][287/553] Time 2.441 Data 0.001 Err 0.3346 top1 7.031 top5 1.562 | Epoch: [51][288/553] Time 2.514 Data 0.000 Err 0.3062 top1 7.812 top5 4.688 | Epoch: [51][289/553] Time 2.496 Data 0.001 Err 0.3027 top1 6.250 top5 2.344 | Epoch: [51][290/553] Time 2.437 Data 0.001 Err 0.6275 top1 17.969 top5 6.250 | Epoch: [51][291/553] Time 2.457 Data 0.001 Err 0.2472 top1 4.688 top5 1.562 | Epoch: [51][292/553] Time 2.441 Data 0.001 Err 0.2197 top1 6.250 top5 1.562 | Epoch: [51][293/553] Time 2.465 Data 0.001 Err 0.2030 top1 3.125 top5 1.562 | Epoch: [51][294/553] Time 2.440 Data 0.001 Err 0.2461 top1 8.594 top5 0.781 | Epoch: [51][295/553] Time 2.437 Data 0.001 Err 0.2896 top1 7.031 top5 3.125 | Epoch: [51][296/553] Time 2.459 Data 0.001 Err 0.3337 top1 6.250 top5 2.344 | Epoch: [51][297/553] Time 2.530 Data 0.001 Err 0.2126 top1 5.469 top5 1.562 | Epoch: [51][298/553] Time 2.541 Data 0.000 Err 0.2719 top1 6.250 top5 3.125 | Epoch: [51][299/553] Time 2.455 Data 0.001 Err 0.3246 top1 9.375 top5 3.125 | Epoch: [51][300/553] Time 2.454 Data 0.001 Err 0.2980 top1 7.812 top5 2.344 | Epoch: [51][301/553] Time 2.487 Data 0.001 Err 0.3418 top1 7.031 top5 4.688 | Epoch: [51][302/553] Time 2.441 Data 0.001 Err 0.2439 top1 6.250 top5 0.781 | Epoch: [51][303/553] Time 2.475 Data 0.001 Err 0.2755 top1 10.156 top5 0.000 | Epoch: [51][304/553] Time 2.466 Data 0.001 Err 0.2327 top1 4.688 top5 0.781 | Epoch: [51][305/553] Time 2.498 Data 0.001 Err 0.4181 top1 9.375 top5 4.688 | Epoch: [51][306/553] Time 2.454 Data 0.001 Err 0.2819 top1 6.250 top5 2.344 | Epoch: [51][307/553] Time 2.455 Data 0.001 Err 0.2444 top1 7.812 top5 1.562 | Epoch: [51][308/553] Time 2.457 Data 0.001 Err 0.1860 top1 4.688 top5 0.781 | Epoch: [51][309/553] Time 2.452 Data 0.001 Err 0.2786 top1 8.594 top5 1.562 | Epoch: [51][310/553] Time 2.440 Data 0.001 Err 0.3311 top1 8.594 top5 2.344 | Epoch: [51][311/553] Time 2.478 Data 0.001 Err 0.2441 top1 6.250 top5 0.781 | Epoch: [51][312/553] Time 2.440 Data 0.001 Err 0.2756 top1 7.812 top5 1.562 | Epoch: [51][313/553] Time 2.451 Data 0.001 Err 0.2192 top1 6.250 top5 0.781 | Epoch: [51][314/553] Time 2.444 Data 0.001 Err 0.3766 top1 10.156 top5 2.344 | Epoch: [51][315/553] Time 2.440 Data 0.001 Err 0.4211 top1 10.938 top5 2.344 | Epoch: [51][316/553] Time 2.454 Data 0.001 Err 0.1715 top1 3.125 top5 0.781 | Epoch: [51][317/553] Time 2.499 Data 0.001 Err 0.3724 top1 8.594 top5 3.906 | Epoch: [51][318/553] Time 2.444 Data 0.001 Err 0.2616 top1 6.250 top5 3.125 | Epoch: [51][319/553] Time 2.451 Data 0.001 Err 0.2356 top1 5.469 top5 1.562 | Epoch: [51][320/553] Time 2.450 Data 0.001 Err 0.4164 top1 12.500 top5 3.125 | Epoch: [51][321/553] Time 2.441 Data 0.001 Err 0.4006 top1 11.719 top5 3.906 | Epoch: [51][322/553] Time 2.440 Data 0.001 Err 0.3325 top1 7.812 top5 3.125 | Epoch: [51][323/553] Time 2.449 Data 0.001 Err 0.2927 top1 7.031 top5 3.125 | Epoch: [51][324/553] Time 2.441 Data 0.002 Err 0.4721 top1 8.594 top5 4.688 | Epoch: [51][325/553] Time 2.472 Data 0.001 Err 0.2994 top1 7.031 top5 2.344 | Epoch: [51][326/553] Time 2.453 Data 0.001 Err 0.3549 top1 10.938 top5 1.562 | Epoch: [51][327/553] Time 2.487 Data 0.001 Err 0.2175 top1 7.031 top5 0.781 | Epoch: [51][328/553] Time 2.443 Data 0.001 Err 0.3790 top1 7.812 top5 3.906 | Epoch: [51][329/553] Time 2.519 Data 0.000 Err 0.2438 top1 6.250 top5 2.344 | Epoch: [51][330/553] Time 2.447 Data 0.001 Err 0.3768 top1 8.594 top5 4.688 | Epoch: [51][331/553] Time 2.440 Data 0.001 Err 0.2709 top1 6.250 top5 2.344 | Epoch: [51][332/553] Time 2.468 Data 0.001 Err 0.2734 top1 6.250 top5 0.781 | Epoch: [51][333/553] Time 2.479 Data 0.001 Err 0.2047 top1 5.469 top5 1.562 | Epoch: [51][334/553] Time 2.460 Data 0.001 Err 0.3172 top1 7.812 top5 0.781 | Epoch: [51][335/553] Time 2.461 Data 0.001 Err 0.2682 top1 7.031 top5 1.562 | Epoch: [51][336/553] Time 2.474 Data 0.001 Err 0.3236 top1 10.156 top5 1.562 | Epoch: [51][337/553] Time 2.519 Data 0.000 Err 0.2593 top1 6.250 top5 2.344 | Epoch: [51][338/553] Time 2.483 Data 0.001 Err 0.2801 top1 8.594 top5 3.125 | Epoch: [51][339/553] Time 2.496 Data 0.001 Err 0.2971 top1 10.156 top5 0.781 | Epoch: [51][340/553] Time 2.463 Data 0.001 Err 0.4450 top1 9.375 top5 4.688 | Epoch: [51][341/553] Time 2.454 Data 0.001 Err 0.2211 top1 5.469 top5 2.344 | Epoch: [51][342/553] Time 2.444 Data 0.001 Err 0.3268 top1 10.156 top5 0.000 | Epoch: [51][343/553] Time 2.469 Data 0.004 Err 0.2007 top1 4.688 top5 1.562 | Epoch: [51][344/553] Time 2.469 Data 0.001 Err 0.3648 top1 11.719 top5 1.562 | Epoch: [51][345/553] Time 2.460 Data 0.001 Err 0.3672 top1 10.156 top5 5.469 | Epoch: [51][346/553] Time 2.442 Data 0.001 Err 0.2184 top1 7.031 top5 0.000 | Epoch: [51][347/553] Time 2.441 Data 0.001 Err 0.2286 top1 6.250 top5 2.344 | Epoch: [51][348/553] Time 2.513 Data 0.001 Err 0.2444 top1 8.594 top5 1.562 | Epoch: [51][349/553] Time 2.478 Data 0.001 Err 0.2787 top1 7.812 top5 2.344 | Epoch: [51][350/553] Time 2.439 Data 0.001 Err 0.3075 top1 9.375 top5 3.125 | Epoch: [51][351/553] Time 2.452 Data 0.001 Err 0.2886 top1 9.375 top5 1.562 | Epoch: [51][352/553] Time 2.479 Data 0.001 Err 0.3224 top1 7.031 top5 3.906 | Epoch: [51][353/553] Time 2.447 Data 0.001 Err 0.2004 top1 4.688 top5 0.781 | Epoch: [51][354/553] Time 2.478 Data 0.001 Err 0.2673 top1 8.594 top5 2.344 | Epoch: [51][355/553] Time 2.455 Data 0.001 Err 0.2663 top1 7.031 top5 3.125 | Epoch: [51][356/553] Time 2.482 Data 0.001 Err 0.3081 top1 9.375 top5 3.125 | Epoch: [51][357/553] Time 2.472 Data 0.001 Err 0.3434 top1 10.156 top5 1.562 | Epoch: [51][358/553] Time 2.463 Data 0.001 Err 0.2816 top1 7.031 top5 2.344 | Epoch: [51][359/553] Time 2.443 Data 0.001 Err 0.2579 top1 7.031 top5 2.344 | Epoch: [51][360/553] Time 2.445 Data 0.001 Err 0.2072 top1 6.250 top5 1.562 | Epoch: [51][361/553] Time 2.450 Data 0.001 Err 0.4035 top1 10.156 top5 2.344 | Epoch: [51][362/553] Time 2.447 Data 0.004 Err 0.3098 top1 7.812 top5 3.125 | Epoch: [51][363/553] Time 2.446 Data 0.001 Err 0.3986 top1 8.594 top5 3.906 | Epoch: [51][364/553] Time 2.482 Data 0.001 Err 0.3550 top1 11.719 top5 2.344 | Epoch: [51][365/553] Time 2.466 Data 0.001 Err 0.3084 top1 7.031 top5 3.906 | Epoch: [51][366/553] Time 2.483 Data 0.001 Err 0.2678 top1 7.812 top5 2.344 | Epoch: [51][367/553] Time 2.490 Data 0.001 Err 0.2570 top1 7.812 top5 0.781 | Epoch: [51][368/553] Time 2.468 Data 0.001 Err 0.2378 top1 6.250 top5 2.344 | Epoch: [51][369/553] Time 2.440 Data 0.001 Err 0.3270 top1 5.469 top5 3.906 | Epoch: [51][370/553] Time 2.463 Data 0.001 Err 0.2528 top1 7.812 top5 1.562 | Epoch: [51][371/553] Time 2.498 Data 0.001 Err 0.2452 top1 5.469 top5 1.562 | Epoch: [51][372/553] Time 2.447 Data 0.001 Err 0.4086 top1 10.156 top5 3.906 | Epoch: [51][373/553] Time 2.474 Data 0.001 Err 0.2434 top1 4.688 top5 1.562 | Epoch: [51][374/553] Time 2.447 Data 0.001 Err 0.2256 top1 6.250 top5 1.562 | Epoch: [51][375/553] Time 2.441 Data 0.001 Err 0.3525 top1 11.719 top5 0.781 | Epoch: [51][376/553] Time 2.496 Data 0.001 Err 0.2549 top1 5.469 top5 2.344 | Epoch: [51][377/553] Time 2.453 Data 0.001 Err 0.4541 top1 13.281 top5 3.125 | Epoch: [51][378/553] Time 2.543 Data 0.001 Err 0.4570 top1 11.719 top5 7.031 | Epoch: [51][379/553] Time 2.449 Data 0.001 Err 0.3654 top1 10.938 top5 1.562 | Epoch: [51][380/553] Time 2.479 Data 0.001 Err 0.3279 top1 7.031 top5 2.344 | Epoch: [51][381/553] Time 2.440 Data 0.001 Err 0.3131 top1 10.938 top5 2.344 | Epoch: [51][382/553] Time 2.461 Data 0.001 Err 0.3044 top1 7.812 top5 2.344 | Epoch: [51][383/553] Time 2.441 Data 0.001 Err 0.3600 top1 10.938 top5 2.344 | Epoch: [51][384/553] Time 2.454 Data 0.001 Err 0.3194 top1 9.375 top5 3.125 | Epoch: [51][385/553] Time 2.450 Data 0.001 Err 0.3289 top1 10.938 top5 3.125 | Epoch: [51][386/553] Time 2.467 Data 0.001 Err 0.2309 top1 3.906 top5 1.562 | Epoch: [51][387/553] Time 2.456 Data 0.001 Err 0.2819 top1 7.031 top5 2.344 | Epoch: [51][388/553] Time 2.446 Data 0.001 Err 0.2448 top1 3.906 top5 2.344 | Epoch: [51][389/553] Time 2.451 Data 0.001 Err 0.3627 top1 10.156 top5 1.562 | Epoch: [51][390/553] Time 2.511 Data 0.001 Err 0.4942 top1 10.938 top5 7.031 | Epoch: [51][391/553] Time 2.507 Data 0.001 Err 0.2927 top1 7.031 top5 3.125 | Epoch: [51][392/553] Time 2.447 Data 0.001 Err 0.1689 top1 5.469 top5 0.781 | Epoch: [51][393/553] Time 2.485 Data 0.001 Err 0.3210 top1 9.375 top5 2.344 | Epoch: [51][394/553] Time 2.523 Data 0.001 Err 0.3230 top1 10.156 top5 1.562 | Epoch: [51][395/553] Time 2.464 Data 0.001 Err 0.2281 top1 7.812 top5 2.344 | Epoch: [51][396/553] Time 2.451 Data 0.001 Err 0.2285 top1 6.250 top5 2.344 | Epoch: [51][397/553] Time 2.481 Data 0.001 Err 0.3249 top1 9.375 top5 2.344 | Epoch: [51][398/553] Time 2.482 Data 0.001 Err 0.2651 top1 7.812 top5 2.344 | Epoch: [51][399/553] Time 2.447 Data 0.001 Err 0.4741 top1 10.938 top5 3.906 | Epoch: [51][400/553] Time 2.450 Data 0.001 Err 0.2678 top1 7.812 top5 2.344 | Epoch: [51][401/553] Time 2.471 Data 0.000 Err 0.1779 top1 3.906 top5 0.781 | Epoch: [51][402/553] Time 2.445 Data 0.001 Err 0.2747 top1 8.594 top5 2.344 | Epoch: [51][403/553] Time 2.445 Data 0.001 Err 0.1696 top1 2.344 top5 2.344 | Epoch: [51][404/553] Time 2.487 Data 0.001 Err 0.3406 top1 7.812 top5 3.125 | Epoch: [51][405/553] Time 2.463 Data 0.001 Err 0.3683 top1 9.375 top5 3.125 | Epoch: [51][406/553] Time 2.447 Data 0.001 Err 0.1898 top1 5.469 top5 1.562 | Epoch: [51][407/553] Time 2.500 Data 0.001 Err 0.3295 top1 10.938 top5 3.125 | Epoch: [51][408/553] Time 2.448 Data 0.001 Err 0.2727 top1 5.469 top5 3.125 | Epoch: [51][409/553] Time 2.474 Data 0.001 Err 0.3275 top1 5.469 top5 3.125 | Epoch: [51][410/553] Time 2.442 Data 0.001 Err 0.2988 top1 8.594 top5 3.125 | Epoch: [51][411/553] Time 2.434 Data 0.001 Err 0.4468 top1 12.500 top5 4.688 | Epoch: [51][412/553] Time 2.440 Data 0.001 Err 0.3504 top1 10.156 top5 3.906 | Epoch: [51][413/553] Time 2.511 Data 0.001 Err 0.1644 top1 4.688 top5 0.000 | Epoch: [51][414/553] Time 2.462 Data 0.001 Err 0.2599 top1 5.469 top5 2.344 | Epoch: [51][415/553] Time 2.539 Data 0.001 Err 0.3087 top1 10.156 top5 0.781 | Epoch: [51][416/553] Time 2.477 Data 0.001 Err 0.1976 top1 5.469 top5 1.562 | Epoch: [51][417/553] Time 2.489 Data 0.004 Err 0.2373 top1 6.250 top5 0.000 | Epoch: [51][418/553] Time 2.481 Data 0.001 Err 0.3700 top1 10.156 top5 2.344 | Epoch: [51][419/553] Time 2.491 Data 0.006 Err 0.3512 top1 10.156 top5 3.125 | Epoch: [51][420/553] Time 2.450 Data 0.001 Err 0.3330 top1 10.938 top5 1.562 | Epoch: [51][421/553] Time 2.476 Data 0.001 Err 0.2740 top1 4.688 top5 3.125 | Epoch: [51][422/553] Time 2.485 Data 0.000 Err 0.1943 top1 6.250 top5 0.781 | Epoch: [51][423/553] Time 2.448 Data 0.001 Err 0.2379 top1 7.812 top5 0.781 | Epoch: [51][424/553] Time 2.439 Data 0.000 Err 0.3258 top1 7.812 top5 3.125 | Epoch: [51][425/553] Time 2.484 Data 0.001 Err 0.3389 top1 8.594 top5 3.125 | Epoch: [51][426/553] Time 2.473 Data 0.001 Err 0.2496 top1 8.594 top5 1.562 | Epoch: [51][427/553] Time 2.450 Data 0.001 Err 0.2821 top1 8.594 top5 1.562 | Epoch: [51][428/553] Time 2.448 Data 0.001 Err 0.2736 top1 9.375 top5 0.781 | Epoch: [51][429/553] Time 2.486 Data 0.001 Err 0.3327 top1 8.594 top5 2.344 | Epoch: [51][430/553] Time 2.442 Data 0.001 Err 0.3324 top1 9.375 top5 3.906 | Epoch: [51][431/553] Time 2.472 Data 0.001 Err 0.3186 top1 7.031 top5 3.125 | Epoch: [51][432/553] Time 2.488 Data 0.001 Err 0.2471 top1 6.250 top5 2.344 | Epoch: [51][433/553] Time 2.480 Data 0.001 Err 0.3897 top1 12.500 top5 4.688 | Epoch: [51][434/553] Time 2.523 Data 0.001 Err 0.2386 top1 7.031 top5 3.125 | Epoch: [51][435/553] Time 2.438 Data 0.001 Err 0.2359 top1 6.250 top5 1.562 | Epoch: [51][436/553] Time 2.450 Data 0.001 Err 0.2407 top1 6.250 top5 1.562 | Epoch: [51][437/553] Time 2.482 Data 0.001 Err 0.3395 top1 10.156 top5 3.906 | Epoch: [51][438/553] Time 2.473 Data 0.001 Err 0.1868 top1 3.125 top5 1.562 | Epoch: [51][439/553] Time 2.480 Data 0.000 Err 0.2974 top1 7.812 top5 0.781 | Epoch: [51][440/553] Time 2.454 Data 0.001 Err 0.2118 top1 6.250 top5 0.781 | Epoch: [51][441/553] Time 2.481 Data 0.001 Err 0.4225 top1 9.375 top5 3.906 | Epoch: [51][442/553] Time 2.473 Data 0.001 Err 0.2649 top1 6.250 top5 0.781 | Epoch: [51][443/553] Time 2.520 Data 0.001 Err 0.3866 top1 12.500 top5 2.344 | Epoch: [51][444/553] Time 2.464 Data 0.001 Err 0.2940 top1 7.812 top5 2.344 | Epoch: [51][445/553] Time 2.477 Data 0.000 Err 0.3391 top1 9.375 top5 4.688 | Epoch: [51][446/553] Time 2.473 Data 0.001 Err 0.3537 top1 7.812 top5 3.906 | Epoch: [51][447/553] Time 2.484 Data 0.001 Err 0.2068 top1 4.688 top5 2.344 | Epoch: [51][448/553] Time 2.457 Data 0.001 Err 0.3371 top1 7.031 top5 3.906 | Epoch: [51][449/553] Time 2.534 Data 0.001 Err 0.3250 top1 7.812 top5 1.562 | Epoch: [51][450/553] Time 2.489 Data 0.000 Err 0.3717 top1 8.594 top5 3.906 | Epoch: [51][451/553] Time 2.445 Data 0.000 Err 0.2401 top1 6.250 top5 2.344 | Epoch: [51][452/553] Time 2.491 Data 0.000 Err 0.2919 top1 9.375 top5 2.344 | Epoch: [51][453/553] Time 2.477 Data 0.001 Err 0.1947 top1 6.250 top5 0.000 | Epoch: [51][454/553] Time 2.489 Data 0.001 Err 0.3206 top1 7.812 top5 2.344 | Epoch: [51][455/553] Time 2.480 Data 0.001 Err 0.3285 top1 8.594 top5 3.906 | Epoch: [51][456/553] Time 2.458 Data 0.001 Err 0.3109 top1 6.250 top5 3.125 | Epoch: [51][457/553] Time 2.505 Data 0.002 Err 0.3398 top1 10.156 top5 3.125 | Epoch: [51][458/553] Time 2.439 Data 0.001 Err 0.3649 top1 10.156 top5 1.562 | Epoch: [51][459/553] Time 2.470 Data 0.001 Err 0.2511 top1 7.031 top5 0.781 | Epoch: [51][460/553] Time 2.494 Data 0.001 Err 0.4001 top1 9.375 top5 4.688 | Epoch: [51][461/553] Time 2.479 Data 0.001 Err 0.2442 top1 7.812 top5 1.562 | Epoch: [51][462/553] Time 2.462 Data 0.001 Err 0.3939 top1 11.719 top5 3.125 | Epoch: [51][463/553] Time 2.473 Data 0.001 Err 0.3535 top1 8.594 top5 2.344 | Epoch: [51][464/553] Time 2.440 Data 0.001 Err 0.3557 top1 10.156 top5 1.562 | Epoch: [51][465/553] Time 2.496 Data 0.001 Err 0.3287 top1 8.594 top5 3.125 | Epoch: [51][466/553] Time 2.501 Data 0.001 Err 0.4725 top1 12.500 top5 3.125 | Epoch: [51][467/553] Time 2.483 Data 0.001 Err 0.2591 top1 7.812 top5 1.562 | Epoch: [51][468/553] Time 2.489 Data 0.001 Err 0.1352 top1 2.344 top5 0.781 | Epoch: [51][469/553] Time 2.474 Data 0.001 Err 0.2981 top1 8.594 top5 2.344 | Epoch: [51][470/553] Time 2.486 Data 0.000 Err 0.4006 top1 12.500 top5 2.344 | Epoch: [51][471/553] Time 2.470 Data 0.000 Err 0.2369 top1 6.250 top5 1.562 | Epoch: [51][472/553] Time 2.485 Data 0.001 Err 0.2064 top1 5.469 top5 0.781 | Epoch: [51][473/553] Time 2.479 Data 0.001 Err 0.4056 top1 10.938 top5 3.125 | Epoch: [51][474/553] Time 2.474 Data 0.001 Err 0.3574 top1 9.375 top5 3.906 | Epoch: [51][475/553] Time 2.450 Data 0.001 Err 0.2795 top1 5.469 top5 2.344 | Epoch: [51][476/553] Time 2.486 Data 0.001 Err 0.3481 top1 9.375 top5 3.125 | Epoch: [51][477/553] Time 2.487 Data 0.001 Err 0.3843 top1 9.375 top5 5.469 | Epoch: [51][478/553] Time 2.442 Data 0.001 Err 0.2869 top1 7.812 top5 3.125 | Epoch: [51][479/553] Time 2.439 Data 0.001 Err 0.2007 top1 6.250 top5 1.562 | Epoch: [51][480/553] Time 2.468 Data 0.000 Err 0.2681 top1 8.594 top5 2.344 | Epoch: [51][481/553] Time 2.478 Data 0.001 Err 0.4213 top1 14.062 top5 3.125 | Epoch: [51][482/553] Time 2.441 Data 0.001 Err 0.3051 top1 8.594 top5 2.344 | Epoch: [51][483/553] Time 2.438 Data 0.001 Err 0.3555 top1 7.812 top5 4.688 | Epoch: [51][484/553] Time 2.483 Data 0.001 Err 0.1835 top1 5.469 top5 0.781 | Epoch: [51][485/553] Time 2.481 Data 0.001 Err 0.2764 top1 7.031 top5 1.562 | Epoch: [51][486/553] Time 2.488 Data 0.001 Err 0.2175 top1 5.469 top5 0.000 | Epoch: [51][487/553] Time 2.467 Data 0.000 Err 0.2795 top1 7.031 top5 1.562 | Epoch: [51][488/553] Time 2.523 Data 0.001 Err 0.3054 top1 8.594 top5 3.125 | Epoch: [51][489/553] Time 2.474 Data 0.001 Err 0.2148 top1 5.469 top5 1.562 | Epoch: [51][490/553] Time 2.519 Data 0.001 Err 0.3357 top1 7.812 top5 2.344 | Epoch: [51][491/553] Time 2.488 Data 0.001 Err 0.2780 top1 7.031 top5 2.344 | Epoch: [51][492/553] Time 2.485 Data 0.001 Err 0.1284 top1 2.344 top5 0.000 | Epoch: [51][493/553] Time 2.440 Data 0.001 Err 0.2832 top1 5.469 top5 0.781 | Epoch: [51][494/553] Time 2.497 Data 0.001 Err 0.2226 top1 6.250 top5 1.562 | Epoch: [51][495/553] Time 2.452 Data 0.004 Err 0.2613 top1 6.250 top5 2.344 | Epoch: [51][496/553] Time 2.448 Data 0.001 Err 0.3062 top1 8.594 top5 1.562 | Epoch: [51][497/553] Time 2.450 Data 0.001 Err 0.3229 top1 8.594 top5 3.906 | Epoch: [51][498/553] Time 2.442 Data 0.001 Err 0.2981 top1 5.469 top5 1.562 | Epoch: [51][499/553] Time 2.439 Data 0.001 Err 0.2782 top1 5.469 top5 2.344 | Epoch: [51][500/553] Time 2.479 Data 0.001 Err 0.4342 top1 7.812 top5 6.250 | Epoch: [51][501/553] Time 2.444 Data 0.001 Err 0.2970 top1 7.812 top5 2.344 | Epoch: [51][502/553] Time 2.439 Data 0.001 Err 0.1492 top1 2.344 top5 0.781 | Epoch: [51][503/553] Time 2.443 Data 0.001 Err 0.2559 top1 6.250 top5 0.781 | Epoch: [51][504/553] Time 2.471 Data 0.001 Err 0.2279 top1 4.688 top5 2.344 | Epoch: [51][505/553] Time 2.494 Data 0.001 Err 0.2762 top1 4.688 top5 3.125 | Epoch: [51][506/553] Time 2.469 Data 0.001 Err 0.2056 top1 5.469 top5 1.562 | Epoch: [51][507/553] Time 2.446 Data 0.001 Err 0.2572 top1 6.250 top5 1.562 | Epoch: [51][508/553] Time 2.470 Data 0.001 Err 0.2123 top1 4.688 top5 1.562 | Epoch: [51][509/553] Time 2.514 Data 0.001 Err 0.3195 top1 10.938 top5 1.562 | Epoch: [51][510/553] Time 2.499 Data 0.001 Err 0.2929 top1 8.594 top5 0.781 | Epoch: [51][511/553] Time 2.442 Data 0.001 Err 0.2085 top1 5.469 top5 1.562 | Epoch: [51][512/553] Time 2.488 Data 0.001 Err 0.4702 top1 12.500 top5 3.125 | Epoch: [51][513/553] Time 2.480 Data 0.001 Err 0.3806 top1 9.375 top5 3.906 | Epoch: [51][514/553] Time 2.456 Data 0.004 Err 0.2599 top1 5.469 top5 2.344 | Epoch: [51][515/553] Time 2.442 Data 0.000 Err 0.4126 top1 8.594 top5 3.906 | Epoch: [51][516/553] Time 2.472 Data 0.001 Err 0.3833 top1 10.938 top5 0.781 | Epoch: [51][517/553] Time 2.442 Data 0.001 Err 0.3714 top1 7.812 top5 3.125 | Epoch: [51][518/553] Time 2.442 Data 0.001 Err 0.2210 top1 5.469 top5 0.781 | Epoch: [51][519/553] Time 2.445 Data 0.001 Err 0.4124 top1 10.938 top5 3.906 | Epoch: [51][520/553] Time 2.462 Data 0.001 Err 0.3447 top1 9.375 top5 2.344 | Epoch: [51][521/553] Time 2.513 Data 0.000 Err 0.3568 top1 10.156 top5 1.562 | Epoch: [51][522/553] Time 2.442 Data 0.001 Err 0.2584 top1 7.812 top5 1.562 | Epoch: [51][523/553] Time 2.469 Data 0.001 Err 0.2856 top1 7.031 top5 2.344 | Epoch: [51][524/553] Time 2.484 Data 0.001 Err 0.3270 top1 8.594 top5 3.906 | Epoch: [51][525/553] Time 2.486 Data 0.001 Err 0.2343 top1 7.031 top5 0.781 | Epoch: [51][526/553] Time 2.507 Data 0.001 Err 0.1764 top1 4.688 top5 2.344 | Epoch: [51][527/553] Time 2.518 Data 0.001 Err 0.2420 top1 7.031 top5 0.781 | Epoch: [51][528/553] Time 2.441 Data 0.001 Err 0.3174 top1 9.375 top5 3.906 | Epoch: [51][529/553] Time 2.450 Data 0.001 Err 0.4710 top1 13.281 top5 3.125 | Epoch: [51][530/553] Time 2.475 Data 0.001 Err 0.2554 top1 6.250 top5 3.125 | Epoch: [51][531/553] Time 2.482 Data 0.001 Err 0.3540 top1 11.719 top5 3.125 | Epoch: [51][532/553] Time 2.455 Data 0.001 Err 0.3194 top1 7.031 top5 3.125 | Epoch: [51][533/553] Time 2.454 Data 0.005 Err 0.1778 top1 5.469 top5 0.781 | Epoch: [51][534/553] Time 2.452 Data 0.001 Err 0.4010 top1 10.156 top5 4.688 | Epoch: [51][535/553] Time 2.437 Data 0.001 Err 0.3088 top1 8.594 top5 3.125 | Epoch: [51][536/553] Time 2.481 Data 0.001 Err 0.3710 top1 9.375 top5 3.125 | Epoch: [51][537/553] Time 2.495 Data 0.001 Err 0.3637 top1 8.594 top5 5.469 | Epoch: [51][538/553] Time 2.470 Data 0.000 Err 0.3182 top1 8.594 top5 3.125 | Epoch: [51][539/553] Time 2.482 Data 0.001 Err 0.1573 top1 3.906 top5 0.000 | Epoch: [51][540/553] Time 2.482 Data 0.001 Err 0.4162 top1 8.594 top5 3.906 | Epoch: [51][541/553] Time 2.439 Data 0.001 Err 0.3196 top1 7.031 top5 1.562 | Epoch: [51][542/553] Time 2.532 Data 0.001 Err 0.2214 top1 3.906 top5 1.562 | Epoch: [51][543/553] Time 2.487 Data 0.000 Err 0.2160 top1 7.031 top5 1.562 | Epoch: [51][544/553] Time 2.454 Data 0.000 Err 0.2287 top1 5.469 top5 2.344 | Epoch: [51][545/553] Time 2.473 Data 0.000 Err 0.2361 top1 7.031 top5 0.781 | Epoch: [51][546/553] Time 2.447 Data 0.000 Err 0.3045 top1 7.812 top5 2.344 | Epoch: [51][547/553] Time 2.441 Data 0.000 Err 0.4625 top1 11.719 top5 3.906 | Epoch: [51][548/553] Time 2.440 Data 0.000 Err 0.1329 top1 2.344 top5 0.781 | Epoch: [51][549/553] Time 2.444 Data 0.000 Err 0.2352 top1 4.688 top5 3.125 | Epoch: [51][550/553] Time 2.444 Data 0.001 Err 0.2323 top1 7.031 top5 1.562 | Epoch: [51][551/553] Time 2.490 Data 0.005 Err 0.2750 top1 7.031 top5 3.906 | Epoch: [51][552/553] Time 2.445 Data 0.000 Err 0.2513 top1 5.469 top5 1.562 | Epoch: [51][553/553] Time 1.031 Data 0.000 Err 0.6042 top1 15.909 top5 9.091 | Test: [51][1/198] Time 2.253 Data 1.531 top1 10.156 ( 10.156) top5 3.125 ( 3.125) | Test: [51][2/198] Time 0.734 Data 0.001 top1 12.500 ( 11.328) top5 1.562 ( 2.344) | Test: [51][3/198] Time 0.725 Data 0.000 top1 12.500 ( 11.719) top5 3.906 ( 2.865) | Test: [51][4/198] Time 0.718 Data 0.001 top1 10.938 ( 11.523) top5 1.562 ( 2.539) | Test: [51][5/198] Time 0.728 Data 0.001 top1 17.188 ( 12.656) top5 3.906 ( 2.812) | Test: [51][6/198] Time 0.722 Data 0.000 top1 12.500 ( 12.630) top5 3.125 ( 2.865) | Test: [51][7/198] Time 0.718 Data 0.001 top1 7.031 ( 11.830) top5 1.562 ( 2.679) | Test: [51][8/198] Time 0.730 Data 0.001 top1 12.500 ( 11.914) top5 2.344 ( 2.637) | Test: [51][9/198] Time 0.791 Data 0.001 top1 9.375 ( 11.632) top5 1.562 ( 2.517) | Test: [51][10/198] Time 0.742 Data 0.001 top1 14.844 ( 11.953) top5 2.344 ( 2.500) | Test: [51][11/198] Time 0.725 Data 0.001 top1 12.500 ( 12.003) top5 4.688 ( 2.699) | Test: [51][12/198] Time 0.720 Data 0.001 top1 17.188 ( 12.435) top5 2.344 ( 2.669) | Test: [51][13/198] Time 0.713 Data 0.001 top1 13.281 ( 12.500) top5 3.125 ( 2.704) | Test: [51][14/198] Time 0.717 Data 0.001 top1 11.719 ( 12.444) top5 2.344 ( 2.679) | Test: [51][15/198] Time 0.714 Data 0.001 top1 12.500 ( 12.448) top5 2.344 ( 2.656) | Test: [51][16/198] Time 0.712 Data 0.001 top1 11.719 ( 12.402) top5 2.344 ( 2.637) | Test: [51][17/198] Time 0.723 Data 0.001 top1 17.188 ( 12.684) top5 3.125 ( 2.665) | Test: [51][18/198] Time 0.716 Data 0.001 top1 14.844 ( 12.804) top5 1.562 ( 2.604) | Test: [51][19/198] Time 0.725 Data 0.001 top1 13.281 ( 12.829) top5 3.906 ( 2.673) | Test: [51][20/198] Time 0.721 Data 0.001 top1 10.156 ( 12.695) top5 1.562 ( 2.617) | Test: [51][21/198] Time 0.722 Data 0.001 top1 10.156 ( 12.574) top5 2.344 ( 2.604) | Test: [51][22/198] Time 0.735 Data 0.001 top1 19.531 ( 12.891) top5 6.250 ( 2.770) | Test: [51][23/198] Time 0.725 Data 0.001 top1 9.375 ( 12.738) top5 3.906 ( 2.819) | Test: [51][24/198] Time 0.730 Data 0.001 top1 11.719 ( 12.695) top5 2.344 ( 2.799) | Test: [51][25/198] Time 0.726 Data 0.001 top1 16.406 ( 12.844) top5 2.344 ( 2.781) | Test: [51][26/198] Time 0.742 Data 0.001 top1 12.500 ( 12.831) top5 3.906 ( 2.825) | Test: [51][27/198] Time 0.718 Data 0.001 top1 17.969 ( 13.021) top5 5.469 ( 2.922) | Test: [51][28/198] Time 0.717 Data 0.001 top1 11.719 ( 12.974) top5 3.906 ( 2.958) | Test: [51][29/198] Time 0.777 Data 0.001 top1 14.062 ( 13.012) top5 3.906 ( 2.990) | Test: [51][30/198] Time 0.721 Data 0.001 top1 17.188 ( 13.151) top5 2.344 ( 2.969) | Test: [51][31/198] Time 0.716 Data 0.001 top1 14.062 ( 13.180) top5 3.125 ( 2.974) | Test: [51][32/198] Time 0.720 Data 0.001 top1 11.719 ( 13.135) top5 1.562 ( 2.930) | Test: [51][33/198] Time 0.731 Data 0.001 top1 13.281 ( 13.139) top5 3.125 ( 2.936) | Test: [51][34/198] Time 0.723 Data 0.001 top1 10.938 ( 13.074) top5 3.125 ( 2.941) | Test: [51][35/198] Time 0.726 Data 0.001 top1 7.031 ( 12.902) top5 3.906 ( 2.969) | Test: [51][36/198] Time 0.720 Data 0.001 top1 14.844 ( 12.956) top5 3.906 ( 2.995) | Test: [51][37/198] Time 0.720 Data 0.001 top1 19.531 ( 13.133) top5 1.562 ( 2.956) | Test: [51][38/198] Time 0.722 Data 0.001 top1 13.281 ( 13.137) top5 1.562 ( 2.919) | Test: [51][39/198] Time 0.718 Data 0.001 top1 12.500 ( 13.121) top5 2.344 ( 2.905) | Test: [51][40/198] Time 0.724 Data 0.001 top1 12.500 ( 13.105) top5 0.781 ( 2.852) | Test: [51][41/198] Time 0.724 Data 0.001 top1 13.281 ( 13.110) top5 1.562 ( 2.820) | Test: [51][42/198] Time 0.744 Data 0.001 top1 9.375 ( 13.021) top5 1.562 ( 2.790) | Test: [51][43/198] Time 0.718 Data 0.001 top1 14.062 ( 13.045) top5 3.906 ( 2.816) | Test: [51][44/198] Time 0.718 Data 0.001 top1 14.844 ( 13.086) top5 2.344 ( 2.805) | Test: [51][45/198] Time 0.727 Data 0.001 top1 13.281 ( 13.090) top5 2.344 ( 2.795) | Test: [51][46/198] Time 0.716 Data 0.000 top1 10.156 ( 13.026) top5 2.344 ( 2.785) | Test: [51][47/198] Time 0.731 Data 0.001 top1 11.719 ( 12.999) top5 3.125 ( 2.793) | Test: [51][48/198] Time 0.723 Data 0.001 top1 14.844 ( 13.037) top5 2.344 ( 2.783) | Test: [51][49/198] Time 0.721 Data 0.001 top1 11.719 ( 13.010) top5 3.906 ( 2.806) | Test: [51][50/198] Time 0.717 Data 0.001 top1 11.719 ( 12.984) top5 3.125 ( 2.812) | Test: [51][51/198] Time 0.727 Data 0.001 top1 11.719 ( 12.960) top5 2.344 ( 2.803) | Test: [51][52/198] Time 0.727 Data 0.001 top1 14.844 ( 12.996) top5 3.125 ( 2.809) | Test: [51][53/198] Time 0.723 Data 0.001 top1 10.938 ( 12.957) top5 3.906 ( 2.830) | Test: [51][54/198] Time 0.722 Data 0.001 top1 14.844 ( 12.992) top5 1.562 ( 2.807) | Test: [51][55/198] Time 0.797 Data 0.001 top1 13.281 ( 12.997) top5 4.688 ( 2.841) | Test: [51][56/198] Time 0.745 Data 0.001 top1 9.375 ( 12.932) top5 1.562 ( 2.818) | Test: [51][57/198] Time 0.725 Data 0.001 top1 10.938 ( 12.897) top5 2.344 ( 2.810) | Test: [51][58/198] Time 0.720 Data 0.001 top1 9.375 ( 12.837) top5 0.781 ( 2.775) | Test: [51][59/198] Time 0.724 Data 0.001 top1 13.281 ( 12.844) top5 2.344 ( 2.767) | Test: [51][60/198] Time 0.717 Data 0.001 top1 13.281 ( 12.852) top5 2.344 ( 2.760) | Test: [51][61/198] Time 0.728 Data 0.001 top1 10.156 ( 12.807) top5 3.125 ( 2.766) | Test: [51][62/198] Time 0.735 Data 0.001 top1 15.625 ( 12.853) top5 5.469 ( 2.810) | Test: [51][63/198] Time 0.722 Data 0.001 top1 14.062 ( 12.872) top5 4.688 ( 2.840) | Test: [51][64/198] Time 0.723 Data 0.004 top1 9.375 ( 12.817) top5 1.562 ( 2.820) | Test: [51][65/198] Time 0.798 Data 0.001 top1 12.500 ( 12.812) top5 2.344 ( 2.812) | Test: [51][66/198] Time 0.770 Data 0.001 top1 13.281 ( 12.820) top5 2.344 ( 2.805) | Test: [51][67/198] Time 0.721 Data 0.001 top1 9.375 ( 12.768) top5 0.781 ( 2.775) | Test: [51][68/198] Time 0.717 Data 0.001 top1 14.062 ( 12.787) top5 2.344 ( 2.769) | Test: [51][69/198] Time 0.716 Data 0.001 top1 14.062 ( 12.806) top5 1.562 ( 2.751) | Test: [51][70/198] Time 0.727 Data 0.001 top1 12.500 ( 12.801) top5 2.344 ( 2.746) | Test: [51][71/198] Time 0.743 Data 0.001 top1 13.281 ( 12.808) top5 0.781 ( 2.718) | Test: [51][72/198] Time 0.765 Data 0.001 top1 7.812 ( 12.739) top5 0.781 ( 2.691) | Test: [51][73/198] Time 0.744 Data 0.001 top1 7.031 ( 12.661) top5 0.000 ( 2.654) | Test: [51][74/198] Time 0.745 Data 0.001 top1 10.938 ( 12.637) top5 3.125 ( 2.660) | Test: [51][75/198] Time 0.763 Data 0.001 top1 12.500 ( 12.635) top5 1.562 ( 2.646) | Test: [51][76/198] Time 0.753 Data 0.001 top1 10.938 ( 12.613) top5 3.125 ( 2.652) | Test: [51][77/198] Time 0.790 Data 0.001 top1 10.156 ( 12.581) top5 2.344 ( 2.648) | Test: [51][78/198] Time 0.752 Data 0.001 top1 12.500 ( 12.580) top5 1.562 ( 2.634) | Test: [51][79/198] Time 0.722 Data 0.001 top1 12.500 ( 12.579) top5 1.562 ( 2.621) | Test: [51][80/198] Time 0.719 Data 0.002 top1 13.281 ( 12.588) top5 3.906 ( 2.637) | Test: [51][81/198] Time 0.722 Data 0.001 top1 17.188 ( 12.645) top5 4.688 ( 2.662) | Test: [51][82/198] Time 0.719 Data 0.002 top1 10.938 ( 12.624) top5 2.344 ( 2.658) | Test: [51][83/198] Time 0.725 Data 0.001 top1 8.594 ( 12.575) top5 1.562 ( 2.645) | Test: [51][84/198] Time 0.733 Data 0.001 top1 10.938 ( 12.556) top5 3.125 ( 2.651) | Test: [51][85/198] Time 0.745 Data 0.001 top1 16.406 ( 12.601) top5 5.469 ( 2.684) | Test: [51][86/198] Time 0.769 Data 0.001 top1 11.719 ( 12.591) top5 0.781 ( 2.662) | Test: [51][87/198] Time 0.756 Data 0.001 top1 10.938 ( 12.572) top5 1.562 ( 2.649) | Test: [51][88/198] Time 0.722 Data 0.001 top1 10.938 ( 12.553) top5 0.781 ( 2.628) | Test: [51][89/198] Time 0.727 Data 0.001 top1 10.156 ( 12.526) top5 0.000 ( 2.598) | Test: [51][90/198] Time 0.720 Data 0.001 top1 13.281 ( 12.535) top5 3.906 ( 2.613) | Test: [51][91/198] Time 0.720 Data 0.001 top1 7.031 ( 12.474) top5 2.344 ( 2.610) | Test: [51][92/198] Time 0.734 Data 0.001 top1 11.719 ( 12.466) top5 2.344 ( 2.607) | Test: [51][93/198] Time 0.726 Data 0.001 top1 12.500 ( 12.466) top5 3.906 ( 2.621) | Test: [51][94/198] Time 0.716 Data 0.001 top1 14.844 ( 12.492) top5 0.000 ( 2.593) | Test: [51][95/198] Time 0.729 Data 0.001 top1 11.719 ( 12.484) top5 3.125 ( 2.599) | Test: [51][96/198] Time 0.735 Data 0.000 top1 12.500 ( 12.484) top5 0.000 ( 2.572) | Test: [51][97/198] Time 0.736 Data 0.000 top1 10.938 ( 12.468) top5 0.000 ( 2.545) | Test: [51][98/198] Time 0.720 Data 0.001 top1 14.062 ( 12.484) top5 1.562 ( 2.535) | Test: [51][99/198] Time 0.718 Data 0.001 top1 10.938 ( 12.468) top5 0.000 ( 2.509) | Test: [51][100/198] Time 0.725 Data 0.001 top1 17.969 ( 12.523) top5 2.344 ( 2.508) | Test: [51][101/198] Time 0.721 Data 0.001 top1 16.406 ( 12.562) top5 3.125 ( 2.514) | Test: [51][102/198] Time 0.720 Data 0.001 top1 13.281 ( 12.569) top5 5.469 ( 2.543) | Test: [51][103/198] Time 0.717 Data 0.001 top1 10.938 ( 12.553) top5 2.344 ( 2.541) | Test: [51][104/198] Time 0.742 Data 0.001 top1 12.500 ( 12.553) top5 4.688 ( 2.562) | Test: [51][105/198] Time 0.716 Data 0.001 top1 9.375 ( 12.522) top5 3.906 ( 2.574) | Test: [51][106/198] Time 0.767 Data 0.001 top1 10.938 ( 12.507) top5 0.781 ( 2.557) | Test: [51][107/198] Time 0.758 Data 0.001 top1 10.938 ( 12.493) top5 2.344 ( 2.555) | Test: [51][108/198] Time 0.801 Data 0.001 top1 11.719 ( 12.486) top5 3.906 ( 2.568) | Test: [51][109/198] Time 0.795 Data 0.001 top1 12.500 ( 12.486) top5 2.344 ( 2.566) | Test: [51][110/198] Time 0.807 Data 0.001 top1 10.938 ( 12.472) top5 4.688 ( 2.585) | Test: [51][111/198] Time 0.729 Data 0.001 top1 14.844 ( 12.493) top5 1.562 ( 2.576) | Test: [51][112/198] Time 0.724 Data 0.001 top1 7.812 ( 12.451) top5 2.344 ( 2.574) | Test: [51][113/198] Time 0.789 Data 0.001 top1 10.156 ( 12.431) top5 3.906 ( 2.586) | Test: [51][114/198] Time 0.756 Data 0.001 top1 18.750 ( 12.486) top5 3.125 ( 2.590) | Test: [51][115/198] Time 0.789 Data 0.001 top1 14.062 ( 12.500) top5 4.688 ( 2.609) | Test: [51][116/198] Time 0.733 Data 0.000 top1 10.156 ( 12.480) top5 2.344 ( 2.606) | Test: [51][117/198] Time 0.740 Data 0.001 top1 10.156 ( 12.460) top5 2.344 ( 2.604) | Test: [51][118/198] Time 0.722 Data 0.000 top1 14.062 ( 12.474) top5 3.125 ( 2.609) | Test: [51][119/198] Time 0.724 Data 0.001 top1 8.594 ( 12.441) top5 2.344 ( 2.606) | Test: [51][120/198] Time 0.720 Data 0.001 top1 10.938 ( 12.428) top5 1.562 ( 2.598) | Test: [51][121/198] Time 0.716 Data 0.001 top1 10.156 ( 12.410) top5 0.781 ( 2.583) | Test: [51][122/198] Time 0.729 Data 0.001 top1 11.719 ( 12.404) top5 2.344 ( 2.581) | Test: [51][123/198] Time 0.730 Data 0.001 top1 13.281 ( 12.411) top5 3.125 ( 2.585) | Test: [51][124/198] Time 0.712 Data 0.001 top1 12.500 ( 12.412) top5 4.688 ( 2.602) | Test: [51][125/198] Time 0.731 Data 0.001 top1 14.062 ( 12.425) top5 3.125 ( 2.606) | Test: [51][126/198] Time 0.734 Data 0.001 top1 10.156 ( 12.407) top5 1.562 ( 2.598) | Test: [51][127/198] Time 0.729 Data 0.001 top1 10.938 ( 12.395) top5 3.906 ( 2.608) | Test: [51][128/198] Time 0.775 Data 0.001 top1 10.156 ( 12.378) top5 0.000 ( 2.588) | Test: [51][129/198] Time 0.740 Data 0.002 top1 13.281 ( 12.385) top5 6.250 ( 2.616) | Test: [51][130/198] Time 0.724 Data 0.001 top1 19.531 ( 12.440) top5 6.250 ( 2.644) | Test: [51][131/198] Time 0.724 Data 0.001 top1 8.594 ( 12.411) top5 1.562 ( 2.636) | Test: [51][132/198] Time 0.720 Data 0.001 top1 14.844 ( 12.429) top5 3.125 ( 2.640) | Test: [51][133/198] Time 0.723 Data 0.001 top1 16.406 ( 12.459) top5 3.125 ( 2.643) | Test: [51][134/198] Time 0.725 Data 0.001 top1 6.250 ( 12.413) top5 0.781 ( 2.629) | Test: [51][135/198] Time 0.718 Data 0.001 top1 11.719 ( 12.407) top5 1.562 ( 2.622) | Test: [51][136/198] Time 0.738 Data 0.001 top1 18.750 ( 12.454) top5 6.250 ( 2.648) | Test: [51][137/198] Time 0.726 Data 0.001 top1 12.500 ( 12.454) top5 3.125 ( 2.652) | Test: [51][138/198] Time 0.771 Data 0.001 top1 10.938 ( 12.443) top5 2.344 ( 2.649) | Test: [51][139/198] Time 0.721 Data 0.001 top1 17.188 ( 12.478) top5 3.125 ( 2.653) | Test: [51][140/198] Time 0.817 Data 0.001 top1 11.719 ( 12.472) top5 3.125 ( 2.656) | Test: [51][141/198] Time 0.755 Data 0.001 top1 13.281 ( 12.478) top5 2.344 ( 2.654) | Test: [51][142/198] Time 0.732 Data 0.001 top1 12.500 ( 12.478) top5 2.344 ( 2.652) | Test: [51][143/198] Time 0.724 Data 0.001 top1 13.281 ( 12.484) top5 2.344 ( 2.650) | Test: [51][144/198] Time 0.720 Data 0.001 top1 12.500 ( 12.484) top5 5.469 ( 2.669) | Test: [51][145/198] Time 0.723 Data 0.001 top1 14.062 ( 12.495) top5 5.469 ( 2.689) | Test: [51][146/198] Time 0.718 Data 0.001 top1 14.844 ( 12.511) top5 1.562 ( 2.681) | Test: [51][147/198] Time 0.735 Data 0.001 top1 8.594 ( 12.484) top5 0.781 ( 2.668) | Test: [51][148/198] Time 0.736 Data 0.001 top1 14.844 ( 12.500) top5 3.906 ( 2.676) | Test: [51][149/198] Time 0.720 Data 0.001 top1 17.188 ( 12.531) top5 3.125 ( 2.679) | Test: [51][150/198] Time 0.721 Data 0.001 top1 12.500 ( 12.531) top5 2.344 ( 2.677) | Test: [51][151/198] Time 0.717 Data 0.001 top1 10.156 ( 12.516) top5 2.344 ( 2.675) | Test: [51][152/198] Time 0.725 Data 0.001 top1 10.156 ( 12.500) top5 0.781 ( 2.662) | Test: [51][153/198] Time 0.718 Data 0.001 top1 13.281 ( 12.505) top5 3.125 ( 2.665) | Test: [51][154/198] Time 0.721 Data 0.001 top1 10.156 ( 12.490) top5 1.562 ( 2.658) | Test: [51][155/198] Time 0.730 Data 0.001 top1 15.625 ( 12.510) top5 3.125 ( 2.661) | Test: [51][156/198] Time 0.724 Data 0.001 top1 8.594 ( 12.485) top5 2.344 ( 2.659) | Test: [51][157/198] Time 0.727 Data 0.001 top1 12.500 ( 12.485) top5 3.125 ( 2.662) | Test: [51][158/198] Time 0.729 Data 0.001 top1 14.844 ( 12.500) top5 5.469 ( 2.680) | Test: [51][159/198] Time 0.727 Data 0.001 top1 15.625 ( 12.520) top5 2.344 ( 2.678) | Test: [51][160/198] Time 0.725 Data 0.001 top1 17.969 ( 12.554) top5 3.906 ( 2.686) | Test: [51][161/198] Time 0.729 Data 0.000 top1 9.375 ( 12.534) top5 3.125 ( 2.688) | Test: [51][162/198] Time 0.720 Data 0.001 top1 20.312 ( 12.582) top5 4.688 ( 2.701) | Test: [51][163/198] Time 0.719 Data 0.001 top1 13.281 ( 12.586) top5 3.125 ( 2.703) | Test: [51][164/198] Time 0.717 Data 0.001 top1 12.500 ( 12.586) top5 0.781 ( 2.692) | Test: [51][165/198] Time 0.740 Data 0.001 top1 10.938 ( 12.576) top5 3.906 ( 2.699) | Test: [51][166/198] Time 0.724 Data 0.001 top1 8.594 ( 12.552) top5 0.781 ( 2.687) | Test: [51][167/198] Time 0.735 Data 0.001 top1 14.844 ( 12.565) top5 3.125 ( 2.690) | Test: [51][168/198] Time 0.747 Data 0.001 top1 12.500 ( 12.565) top5 2.344 ( 2.688) | Test: [51][169/198] Time 0.752 Data 0.000 top1 12.500 ( 12.565) top5 3.906 ( 2.695) | Test: [51][170/198] Time 0.748 Data 0.001 top1 10.938 ( 12.555) top5 1.562 ( 2.688) | Test: [51][171/198] Time 0.763 Data 0.001 top1 13.281 ( 12.559) top5 3.125 ( 2.691) | Test: [51][172/198] Time 0.724 Data 0.001 top1 12.500 ( 12.559) top5 1.562 ( 2.684) | Test: [51][173/198] Time 0.716 Data 0.001 top1 14.062 ( 12.568) top5 1.562 ( 2.678) | Test: [51][174/198] Time 0.716 Data 0.001 top1 8.594 ( 12.545) top5 1.562 ( 2.672) | Test: [51][175/198] Time 0.721 Data 0.001 top1 14.062 ( 12.554) top5 1.562 ( 2.665) | Test: [51][176/198] Time 0.721 Data 0.001 top1 10.938 ( 12.544) top5 3.125 ( 2.668) | Test: [51][177/198] Time 0.719 Data 0.001 top1 15.625 ( 12.562) top5 1.562 ( 2.662) | Test: [51][178/198] Time 0.716 Data 0.001 top1 14.062 ( 12.570) top5 1.562 ( 2.655) | Test: [51][179/198] Time 0.743 Data 0.001 top1 10.938 ( 12.561) top5 2.344 ( 2.654) | Test: [51][180/198] Time 0.720 Data 0.001 top1 14.062 ( 12.569) top5 1.562 ( 2.648) | Test: [51][181/198] Time 0.733 Data 0.001 top1 14.062 ( 12.578) top5 2.344 ( 2.646) | Test: [51][182/198] Time 0.713 Data 0.001 top1 10.156 ( 12.564) top5 2.344 ( 2.644) | Test: [51][183/198] Time 0.728 Data 0.001 top1 13.281 ( 12.568) top5 3.125 ( 2.647) | Test: [51][184/198] Time 0.724 Data 0.000 top1 19.531 ( 12.606) top5 4.688 ( 2.658) | Test: [51][185/198] Time 0.716 Data 0.001 top1 17.969 ( 12.635) top5 3.125 ( 2.660) | Test: [51][186/198] Time 0.718 Data 0.001 top1 15.625 ( 12.651) top5 2.344 ( 2.659) | Test: [51][187/198] Time 0.718 Data 0.000 top1 11.719 ( 12.646) top5 0.781 ( 2.649) | Test: [51][188/198] Time 0.726 Data 0.001 top1 11.719 ( 12.641) top5 3.125 ( 2.651) | Test: [51][189/198] Time 0.723 Data 0.000 top1 15.625 ( 12.657) top5 2.344 ( 2.650) | Test: [51][190/198] Time 0.725 Data 0.000 top1 13.281 ( 12.660) top5 3.906 ( 2.656) | Test: [51][191/198] Time 0.719 Data 0.000 top1 8.594 ( 12.639) top5 2.344 ( 2.655) | Test: [51][192/198] Time 0.722 Data 0.000 top1 13.281 ( 12.642) top5 2.344 ( 2.653) | Test: [51][193/198] Time 0.726 Data 0.000 top1 14.844 ( 12.654) top5 4.688 ( 2.664) | Test: [51][194/198] Time 0.722 Data 0.000 top1 14.062 ( 12.661) top5 1.562 ( 2.658) | Test: [51][195/198] Time 0.716 Data 0.000 top1 7.812 ( 12.636) top5 3.125 ( 2.660) | Test: [51][196/198] Time 0.722 Data 0.000 top1 9.375 ( 12.620) top5 2.344 ( 2.659) | Test: [51][197/198] Time 0.258 Data 0.000 top1 11.765 ( 12.615) top5 2.941 ( 2.660) | Test: [51][198/198] Time 0.715 Data 0.000 top1 12.500 ( 12.615) top5 0.000 ( 2.647) * Finished epoch # 51 top1: 12.615 top5: 2.647 Epoch 52 => Training epoch # 52 | Epoch: [52][1/553] Time 4.862 Data 2.379 Err 0.2772 top1 6.250 top5 0.781 | Epoch: [52][2/553] Time 2.444 Data 0.001 Err 0.3641 top1 9.375 top5 2.344 | Epoch: [52][3/553] Time 2.429 Data 0.001 Err 0.5452 top1 12.500 top5 5.469 | Epoch: [52][4/553] Time 2.441 Data 0.000 Err 0.3102 top1 7.812 top5 2.344 | Epoch: [52][5/553] Time 2.463 Data 0.001 Err 0.4312 top1 12.500 top5 3.906 | Epoch: [52][6/553] Time 2.445 Data 0.001 Err 0.2398 top1 7.031 top5 1.562 | Epoch: [52][7/553] Time 2.428 Data 0.001 Err 0.3767 top1 8.594 top5 3.906 | Epoch: [52][8/553] Time 2.431 Data 0.001 Err 0.3331 top1 9.375 top5 3.125 | Epoch: [52][9/553] Time 2.466 Data 0.001 Err 0.3409 top1 7.812 top5 1.562 | Epoch: [52][10/553] Time 2.467 Data 0.001 Err 0.2898 top1 9.375 top5 3.125 | Epoch: [52][11/553] Time 2.464 Data 0.001 Err 0.4317 top1 11.719 top5 3.906 | Epoch: [52][12/553] Time 2.441 Data 0.001 Err 0.2250 top1 7.031 top5 1.562 | Epoch: [52][13/553] Time 2.438 Data 0.004 Err 0.3432 top1 5.469 top5 3.906 | Epoch: [52][14/553] Time 2.495 Data 0.000 Err 0.5278 top1 14.062 top5 5.469 | Epoch: [52][15/553] Time 2.463 Data 0.001 Err 0.2143 top1 7.031 top5 0.781 | Epoch: [52][16/553] Time 2.436 Data 0.001 Err 0.2805 top1 4.688 top5 3.125 | Epoch: [52][17/553] Time 2.441 Data 0.001 Err 0.2673 top1 7.031 top5 2.344 | Epoch: [52][18/553] Time 2.445 Data 0.001 Err 0.1907 top1 5.469 top5 0.781 | Epoch: [52][19/553] Time 2.519 Data 0.001 Err 0.4408 top1 10.938 top5 4.688 | Epoch: [52][20/553] Time 2.480 Data 0.001 Err 0.1758 top1 4.688 top5 0.781 | Epoch: [52][21/553] Time 2.439 Data 0.001 Err 0.2320 top1 5.469 top5 1.562 | Epoch: [52][22/553] Time 2.471 Data 0.001 Err 0.4136 top1 10.156 top5 3.906 | Epoch: [52][23/553] Time 2.461 Data 0.001 Err 0.4048 top1 11.719 top5 5.469 | Epoch: [52][24/553] Time 2.456 Data 0.001 Err 0.1865 top1 6.250 top5 1.562 | Epoch: [52][25/553] Time 2.449 Data 0.000 Err 0.2477 top1 6.250 top5 0.781 | Epoch: [52][26/553] Time 2.492 Data 0.001 Err 0.2878 top1 8.594 top5 1.562 | Epoch: [52][27/553] Time 2.465 Data 0.001 Err 0.3794 top1 8.594 top5 1.562 | Epoch: [52][28/553] Time 2.447 Data 0.001 Err 0.3907 top1 11.719 top5 4.688 | Epoch: [52][29/553] Time 2.451 Data 0.001 Err 0.1804 top1 2.344 top5 1.562 | Epoch: [52][30/553] Time 2.450 Data 0.003 Err 0.2359 top1 5.469 top5 0.781 | Epoch: [52][31/553] Time 2.474 Data 0.001 Err 0.2389 top1 7.812 top5 1.562 | Epoch: [52][32/553] Time 2.517 Data 0.001 Err 0.2649 top1 7.812 top5 1.562 | Epoch: [52][33/553] Time 2.488 Data 0.001 Err 0.3346 top1 10.156 top5 2.344 | Epoch: [52][34/553] Time 2.455 Data 0.001 Err 0.2433 top1 7.031 top5 1.562 | Epoch: [52][35/553] Time 2.463 Data 0.001 Err 0.1757 top1 3.906 top5 0.781 | Epoch: [52][36/553] Time 2.466 Data 0.001 Err 0.2601 top1 9.375 top5 0.781 | Epoch: [52][37/553] Time 2.466 Data 0.001 Err 0.2241 top1 5.469 top5 3.125 | Epoch: [52][38/553] Time 2.438 Data 0.001 Err 0.2189 top1 4.688 top5 1.562 | Epoch: [52][39/553] Time 2.454 Data 0.001 Err 0.1804 top1 5.469 top5 1.562 | Epoch: [52][40/553] Time 2.440 Data 0.001 Err 0.2880 top1 8.594 top5 1.562 | Epoch: [52][41/553] Time 2.458 Data 0.003 Err 0.2003 top1 5.469 top5 0.000 | Epoch: [52][42/553] Time 2.432 Data 0.001 Err 0.3564 top1 7.031 top5 4.688 | Epoch: [52][43/553] Time 2.476 Data 0.001 Err 0.2192 top1 7.031 top5 0.000 | Epoch: [52][44/553] Time 2.480 Data 0.001 Err 0.1538 top1 3.906 top5 0.000 | Epoch: [52][45/553] Time 2.487 Data 0.001 Err 0.2473 top1 6.250 top5 1.562 | Epoch: [52][46/553] Time 2.439 Data 0.000 Err 0.2950 top1 7.812 top5 1.562 | Epoch: [52][47/553] Time 2.441 Data 0.001 Err 0.4223 top1 10.938 top5 4.688 | Epoch: [52][48/553] Time 2.440 Data 0.001 Err 0.4496 top1 10.938 top5 6.250 | Epoch: [52][49/553] Time 2.449 Data 0.003 Err 0.3196 top1 7.812 top5 3.906 | Epoch: [52][50/553] Time 2.435 Data 0.001 Err 0.1171 top1 3.125 top5 0.000 | Epoch: [52][51/553] Time 2.430 Data 0.001 Err 0.3066 top1 7.812 top5 3.125 | Epoch: [52][52/553] Time 2.482 Data 0.001 Err 0.3542 top1 7.812 top5 4.688 | Epoch: [52][53/553] Time 2.466 Data 0.001 Err 0.3090 top1 6.250 top5 3.125 | Epoch: [52][54/553] Time 2.441 Data 0.001 Err 0.4153 top1 11.719 top5 3.125 | Epoch: [52][55/553] Time 2.444 Data 0.000 Err 0.2404 top1 6.250 top5 2.344 | Epoch: [52][56/553] Time 2.465 Data 0.001 Err 0.2984 top1 8.594 top5 0.781 | Epoch: [52][57/553] Time 2.506 Data 0.001 Err 0.5344 top1 14.062 top5 4.688 | Epoch: [52][58/553] Time 2.483 Data 0.001 Err 0.2603 top1 7.031 top5 3.125 | Epoch: [52][59/553] Time 2.464 Data 0.001 Err 0.2657 top1 6.250 top5 3.125 | Epoch: [52][60/553] Time 2.470 Data 0.001 Err 0.2695 top1 6.250 top5 1.562 | Epoch: [52][61/553] Time 2.479 Data 0.001 Err 0.3891 top1 10.156 top5 3.125 | Epoch: [52][62/553] Time 2.483 Data 0.001 Err 0.5674 top1 14.844 top5 7.031 | Epoch: [52][63/553] Time 2.472 Data 0.001 Err 0.3698 top1 9.375 top5 2.344 | Epoch: [52][64/553] Time 2.466 Data 0.001 Err 0.3631 top1 10.938 top5 1.562 | Epoch: [52][65/553] Time 2.448 Data 0.000 Err 0.2092 top1 6.250 top5 2.344 | Epoch: [52][66/553] Time 2.450 Data 0.001 Err 0.2050 top1 4.688 top5 0.781 | Epoch: [52][67/553] Time 2.524 Data 0.001 Err 0.2742 top1 7.812 top5 0.781 | Epoch: [52][68/553] Time 2.444 Data 0.001 Err 0.3149 top1 9.375 top5 0.781 | Epoch: [52][69/553] Time 2.449 Data 0.001 Err 0.3536 top1 11.719 top5 1.562 | Epoch: [52][70/553] Time 2.443 Data 0.002 Err 0.3212 top1 8.594 top5 3.906 | Epoch: [52][71/553] Time 2.464 Data 0.001 Err 0.1603 top1 3.906 top5 0.781 | Epoch: [52][72/553] Time 2.443 Data 0.001 Err 0.4149 top1 12.500 top5 3.906 | Epoch: [52][73/553] Time 2.487 Data 0.001 Err 0.2340 top1 6.250 top5 1.562 | Epoch: [52][74/553] Time 2.451 Data 0.001 Err 0.2911 top1 7.812 top5 3.906 | Epoch: [52][75/553] Time 2.437 Data 0.001 Err 0.3493 top1 10.156 top5 2.344 | Epoch: [52][76/553] Time 2.432 Data 0.001 Err 0.3370 top1 10.938 top5 2.344 | Epoch: [52][77/553] Time 2.442 Data 0.001 Err 0.1950 top1 4.688 top5 1.562 | Epoch: [52][78/553] Time 2.448 Data 0.001 Err 0.3049 top1 7.031 top5 3.125 | Epoch: [52][79/553] Time 2.446 Data 0.001 Err 0.2117 top1 6.250 top5 0.781 | Epoch: [52][80/553] Time 2.474 Data 0.001 Err 0.1878 top1 4.688 top5 0.781 | Epoch: [52][81/553] Time 2.478 Data 0.001 Err 0.1910 top1 4.688 top5 0.781 | Epoch: [52][82/553] Time 2.438 Data 0.001 Err 0.4796 top1 12.500 top5 5.469 | Epoch: [52][83/553] Time 2.461 Data 0.001 Err 0.2868 top1 7.812 top5 3.125 | Epoch: [52][84/553] Time 2.482 Data 0.000 Err 0.4066 top1 11.719 top5 0.781 | Epoch: [52][85/553] Time 2.516 Data 0.001 Err 0.3172 top1 7.812 top5 4.688 | Epoch: [52][86/553] Time 2.439 Data 0.001 Err 0.2175 top1 6.250 top5 0.781 | Epoch: [52][87/553] Time 2.448 Data 0.000 Err 0.3337 top1 9.375 top5 1.562 | Epoch: [52][88/553] Time 2.474 Data 0.001 Err 0.4359 top1 12.500 top5 3.906 | Epoch: [52][89/553] Time 2.433 Data 0.001 Err 0.3123 top1 9.375 top5 0.781 | Epoch: [52][90/553] Time 2.444 Data 0.001 Err 0.4123 top1 10.156 top5 3.125 | Epoch: [52][91/553] Time 2.471 Data 0.001 Err 0.3366 top1 7.812 top5 1.562 | Epoch: [52][92/553] Time 2.515 Data 0.001 Err 0.2379 top1 5.469 top5 0.781 | Epoch: [52][93/553] Time 2.448 Data 0.001 Err 0.2659 top1 7.812 top5 1.562 | Epoch: [52][94/553] Time 2.441 Data 0.001 Err 0.2862 top1 7.031 top5 3.906 | Epoch: [52][95/553] Time 2.477 Data 0.001 Err 0.2080 top1 3.906 top5 0.000 | Epoch: [52][96/553] Time 2.438 Data 0.001 Err 0.2997 top1 8.594 top5 3.125 | Epoch: [52][97/553] Time 2.481 Data 0.001 Err 0.2373 top1 5.469 top5 1.562 | Epoch: [52][98/553] Time 2.438 Data 0.001 Err 0.4115 top1 11.719 top5 2.344 | Epoch: [52][99/553] Time 2.489 Data 0.001 Err 0.4195 top1 12.500 top5 2.344 | Epoch: [52][100/553] Time 2.486 Data 0.001 Err 0.3999 top1 10.938 top5 3.906 | Epoch: [52][101/553] Time 2.453 Data 0.001 Err 0.2865 top1 10.938 top5 2.344 | Epoch: [52][102/553] Time 2.452 Data 0.001 Err 0.3518 top1 7.812 top5 3.906 | Epoch: [52][103/553] Time 2.441 Data 0.001 Err 0.1647 top1 2.344 top5 0.781 | Epoch: [52][104/553] Time 2.449 Data 0.001 Err 0.2035 top1 4.688 top5 0.000 | Epoch: [52][105/553] Time 2.470 Data 0.001 Err 0.3370 top1 9.375 top5 2.344 | Epoch: [52][106/553] Time 2.439 Data 0.001 Err 0.1942 top1 3.125 top5 0.781 | Epoch: [52][107/553] Time 2.455 Data 0.001 Err 0.3173 top1 5.469 top5 3.125 | Epoch: [52][108/553] Time 2.445 Data 0.002 Err 0.3442 top1 10.938 top5 2.344 | Epoch: [52][109/553] Time 2.461 Data 0.001 Err 0.2484 top1 8.594 top5 2.344 | Epoch: [52][110/553] Time 2.448 Data 0.001 Err 0.2910 top1 10.156 top5 0.781 | Epoch: [52][111/553] Time 2.457 Data 0.001 Err 0.2656 top1 7.031 top5 0.781 | Epoch: [52][112/553] Time 2.442 Data 0.000 Err 0.2431 top1 5.469 top5 2.344 | Epoch: [52][113/553] Time 2.473 Data 0.001 Err 0.2333 top1 7.031 top5 0.781 | Epoch: [52][114/553] Time 2.456 Data 0.001 Err 0.2230 top1 5.469 top5 0.781 | Epoch: [52][115/553] Time 2.440 Data 0.000 Err 0.2698 top1 6.250 top5 2.344 | Epoch: [52][116/553] Time 2.447 Data 0.001 Err 0.3692 top1 8.594 top5 1.562 | Epoch: [52][117/553] Time 2.444 Data 0.001 Err 0.1981 top1 7.031 top5 1.562 | Epoch: [52][118/553] Time 2.499 Data 0.001 Err 0.2672 top1 5.469 top5 2.344 | Epoch: [52][119/553] Time 2.445 Data 0.001 Err 0.2695 top1 5.469 top5 2.344 | Epoch: [52][120/553] Time 2.478 Data 0.001 Err 0.1783 top1 3.906 top5 2.344 | Epoch: [52][121/553] Time 2.447 Data 0.001 Err 0.2446 top1 6.250 top5 1.562 | Epoch: [52][122/553] Time 2.513 Data 0.001 Err 0.3110 top1 9.375 top5 1.562 | Epoch: [52][123/553] Time 2.495 Data 0.001 Err 0.2761 top1 6.250 top5 3.125 | Epoch: [52][124/553] Time 2.483 Data 0.001 Err 0.3308 top1 7.031 top5 3.125 | Epoch: [52][125/553] Time 2.467 Data 0.001 Err 0.3571 top1 11.719 top5 3.125 | Epoch: [52][126/553] Time 2.444 Data 0.001 Err 0.3572 top1 6.250 top5 4.688 | Epoch: [52][127/553] Time 2.443 Data 0.005 Err 0.2623 top1 7.812 top5 0.000 | Epoch: [52][128/553] Time 2.464 Data 0.001 Err 0.2505 top1 6.250 top5 0.781 | Epoch: [52][129/553] Time 2.439 Data 0.001 Err 0.3277 top1 10.156 top5 2.344 | Epoch: [52][130/553] Time 2.475 Data 0.001 Err 0.3762 top1 8.594 top5 3.125 | Epoch: [52][131/553] Time 2.446 Data 0.001 Err 0.3194 top1 7.031 top5 3.906 | Epoch: [52][132/553] Time 2.482 Data 0.001 Err 0.1598 top1 3.906 top5 0.781 | Epoch: [52][133/553] Time 2.520 Data 0.001 Err 0.1930 top1 5.469 top5 0.000 | Epoch: [52][134/553] Time 2.463 Data 0.001 Err 0.1998 top1 5.469 top5 1.562 | Epoch: [52][135/553] Time 2.447 Data 0.001 Err 0.3771 top1 8.594 top5 3.125 | Epoch: [52][136/553] Time 2.445 Data 0.001 Err 0.3482 top1 10.156 top5 3.125 | Epoch: [52][137/553] Time 2.456 Data 0.001 Err 0.3429 top1 8.594 top5 2.344 | Epoch: [52][138/553] Time 2.451 Data 0.001 Err 0.3597 top1 10.938 top5 3.125 | Epoch: [52][139/553] Time 2.453 Data 0.001 Err 0.2431 top1 7.812 top5 0.000 | Epoch: [52][140/553] Time 2.451 Data 0.001 Err 0.3895 top1 10.938 top5 3.906 | Epoch: [52][141/553] Time 2.454 Data 0.001 Err 0.3945 top1 10.156 top5 3.906 | Epoch: [52][142/553] Time 2.440 Data 0.001 Err 0.4603 top1 9.375 top5 3.125 | Epoch: [52][143/553] Time 2.481 Data 0.001 Err 0.2691 top1 5.469 top5 3.125 | Epoch: [52][144/553] Time 2.483 Data 0.001 Err 0.2631 top1 6.250 top5 2.344 | Epoch: [52][145/553] Time 2.465 Data 0.001 Err 0.2282 top1 6.250 top5 0.781 | Epoch: [52][146/553] Time 2.478 Data 0.003 Err 0.2948 top1 8.594 top5 0.781 | Epoch: [52][147/553] Time 2.444 Data 0.000 Err 0.3185 top1 10.938 top5 2.344 | Epoch: [52][148/553] Time 2.454 Data 0.001 Err 0.3208 top1 7.031 top5 2.344 | Epoch: [52][149/553] Time 2.449 Data 0.000 Err 0.2792 top1 8.594 top5 1.562 | Epoch: [52][150/553] Time 2.453 Data 0.000 Err 0.2836 top1 6.250 top5 0.781 | Epoch: [52][151/553] Time 2.526 Data 0.001 Err 0.2681 top1 5.469 top5 2.344 | Epoch: [52][152/553] Time 2.442 Data 0.001 Err 0.2282 top1 5.469 top5 0.000 | Epoch: [52][153/553] Time 2.446 Data 0.001 Err 0.2749 top1 9.375 top5 1.562 | Epoch: [52][154/553] Time 2.471 Data 0.001 Err 0.2345 top1 5.469 top5 1.562 | Epoch: [52][155/553] Time 2.449 Data 0.001 Err 0.1693 top1 4.688 top5 0.000 | Epoch: [52][156/553] Time 2.454 Data 0.001 Err 0.3273 top1 9.375 top5 2.344 | Epoch: [52][157/553] Time 2.445 Data 0.001 Err 0.3358 top1 10.156 top5 3.125 | Epoch: [52][158/553] Time 2.438 Data 0.001 Err 0.3269 top1 11.719 top5 0.781 | Epoch: [52][159/553] Time 2.445 Data 0.001 Err 0.3537 top1 10.156 top5 2.344 | Epoch: [52][160/553] Time 2.483 Data 0.001 Err 0.2350 top1 5.469 top5 2.344 | Epoch: [52][161/553] Time 2.461 Data 0.001 Err 0.3900 top1 7.812 top5 2.344 | Epoch: [52][162/553] Time 2.437 Data 0.001 Err 0.2898 top1 7.812 top5 3.125 | Epoch: [52][163/553] Time 2.496 Data 0.001 Err 0.3133 top1 6.250 top5 1.562 | Epoch: [52][164/553] Time 2.470 Data 0.001 Err 0.1851 top1 4.688 top5 1.562 | Epoch: [52][165/553] Time 2.442 Data 0.004 Err 0.4577 top1 13.281 top5 6.250 | Epoch: [52][166/553] Time 2.438 Data 0.001 Err 0.2174 top1 6.250 top5 0.781 | Epoch: [52][167/553] Time 2.444 Data 0.001 Err 0.1801 top1 4.688 top5 1.562 | Epoch: [52][168/553] Time 2.487 Data 0.001 Err 0.3247 top1 10.938 top5 2.344 | Epoch: [52][169/553] Time 2.442 Data 0.001 Err 0.3568 top1 7.812 top5 5.469 | Epoch: [52][170/553] Time 2.492 Data 0.001 Err 0.2668 top1 7.812 top5 1.562 | Epoch: [52][171/553] Time 2.441 Data 0.001 Err 0.2027 top1 3.906 top5 3.125 | Epoch: [52][172/553] Time 2.441 Data 0.001 Err 0.2345 top1 6.250 top5 0.781 | Epoch: [52][173/553] Time 2.455 Data 0.001 Err 0.3755 top1 11.719 top5 2.344 | Epoch: [52][174/553] Time 2.443 Data 0.001 Err 0.2246 top1 6.250 top5 1.562 | Epoch: [52][175/553] Time 2.457 Data 0.001 Err 0.2625 top1 7.031 top5 1.562 | Epoch: [52][176/553] Time 2.443 Data 0.001 Err 0.3226 top1 7.812 top5 3.906 | Epoch: [52][177/553] Time 2.464 Data 0.001 Err 0.4054 top1 11.719 top5 5.469 | Epoch: [52][178/553] Time 2.437 Data 0.001 Err 0.2930 top1 7.031 top5 1.562 | Epoch: [52][179/553] Time 2.441 Data 0.001 Err 0.2149 top1 7.031 top5 0.781 | Epoch: [52][180/553] Time 2.451 Data 0.001 Err 0.2660 top1 7.031 top5 2.344 | Epoch: [52][181/553] Time 2.478 Data 0.001 Err 0.3343 top1 10.938 top5 3.125 | Epoch: [52][182/553] Time 2.442 Data 0.001 Err 0.4079 top1 10.156 top5 4.688 | Epoch: [52][183/553] Time 2.438 Data 0.001 Err 0.4635 top1 10.156 top5 4.688 | Epoch: [52][184/553] Time 2.469 Data 0.003 Err 0.4284 top1 9.375 top5 6.250 | Epoch: [52][185/553] Time 2.440 Data 0.001 Err 0.2700 top1 6.250 top5 1.562 | Epoch: [52][186/553] Time 2.437 Data 0.001 Err 0.2403 top1 7.031 top5 2.344 | Epoch: [52][187/553] Time 2.445 Data 0.000 Err 0.3044 top1 7.031 top5 2.344 | Epoch: [52][188/553] Time 2.508 Data 0.001 Err 0.3454 top1 9.375 top5 2.344 | Epoch: [52][189/553] Time 2.436 Data 0.001 Err 0.3944 top1 12.500 top5 2.344 | Epoch: [52][190/553] Time 2.471 Data 0.001 Err 0.2851 top1 6.250 top5 3.125 | Epoch: [52][191/553] Time 2.464 Data 0.001 Err 0.4082 top1 7.812 top5 5.469 | Epoch: [52][192/553] Time 2.488 Data 0.001 Err 0.2639 top1 7.812 top5 1.562 | Epoch: [52][193/553] Time 2.441 Data 0.001 Err 0.1608 top1 3.906 top5 0.000 | Epoch: [52][194/553] Time 2.437 Data 0.001 Err 0.2575 top1 4.688 top5 3.125 | Epoch: [52][195/553] Time 2.437 Data 0.001 Err 0.2411 top1 7.031 top5 0.781 | Epoch: [52][196/553] Time 2.471 Data 0.001 Err 0.3034 top1 9.375 top5 2.344 | Epoch: [52][197/553] Time 2.447 Data 0.001 Err 0.2734 top1 9.375 top5 3.125 | Epoch: [52][198/553] Time 2.437 Data 0.001 Err 0.3645 top1 10.156 top5 3.906 | Epoch: [52][199/553] Time 2.445 Data 0.001 Err 0.3012 top1 7.812 top5 2.344 | Epoch: [52][200/553] Time 2.462 Data 0.001 Err 0.2519 top1 5.469 top5 1.562 | Epoch: [52][201/553] Time 2.450 Data 0.000 Err 0.1846 top1 5.469 top5 0.781 | Epoch: [52][202/553] Time 2.438 Data 0.001 Err 0.2582 top1 7.031 top5 1.562 | Epoch: [52][203/553] Time 2.439 Data 0.001 Err 0.1892 top1 4.688 top5 2.344 | Epoch: [52][204/553] Time 2.482 Data 0.001 Err 0.2310 top1 6.250 top5 1.562 | Epoch: [52][205/553] Time 2.461 Data 0.001 Err 0.2489 top1 7.812 top5 1.562 | Epoch: [52][206/553] Time 2.445 Data 0.001 Err 0.3546 top1 9.375 top5 2.344 | Epoch: [52][207/553] Time 2.438 Data 0.001 Err 0.2317 top1 6.250 top5 0.781 | Epoch: [52][208/553] Time 2.431 Data 0.001 Err 0.2662 top1 6.250 top5 2.344 | Epoch: [52][209/553] Time 2.509 Data 0.001 Err 0.3388 top1 10.156 top5 3.906 | Epoch: [52][210/553] Time 2.437 Data 0.001 Err 0.1556 top1 3.906 top5 0.781 | Epoch: [52][211/553] Time 2.441 Data 0.001 Err 0.3009 top1 6.250 top5 2.344 | Epoch: [52][212/553] Time 2.438 Data 0.001 Err 0.3256 top1 8.594 top5 2.344 | Epoch: [52][213/553] Time 2.439 Data 0.001 Err 0.4873 top1 11.719 top5 5.469 | Epoch: [52][214/553] Time 2.445 Data 0.001 Err 0.2965 top1 7.812 top5 1.562 | Epoch: [52][215/553] Time 2.451 Data 0.001 Err 0.4948 top1 10.156 top5 6.250 | Epoch: [52][216/553] Time 2.565 Data 0.001 Err 0.3155 top1 10.156 top5 2.344 | Epoch: [52][217/553] Time 2.476 Data 0.001 Err 0.3070 top1 7.031 top5 2.344 | Epoch: [52][218/553] Time 2.456 Data 0.001 Err 0.1935 top1 5.469 top5 0.781 | Epoch: [52][219/553] Time 2.441 Data 0.001 Err 0.3226 top1 9.375 top5 3.125 | Epoch: [52][220/553] Time 2.493 Data 0.001 Err 0.3827 top1 9.375 top5 3.125 | Epoch: [52][221/553] Time 2.459 Data 0.001 Err 0.2417 top1 6.250 top5 1.562 | Epoch: [52][222/553] Time 2.439 Data 0.001 Err 0.3617 top1 10.938 top5 2.344 | Epoch: [52][223/553] Time 2.441 Data 0.001 Err 0.3367 top1 7.812 top5 3.125 | Epoch: [52][224/553] Time 2.469 Data 0.001 Err 0.4023 top1 10.938 top5 4.688 | Epoch: [52][225/553] Time 2.472 Data 0.001 Err 0.2082 top1 3.906 top5 1.562 | Epoch: [52][226/553] Time 2.447 Data 0.001 Err 0.2319 top1 6.250 top5 1.562 | Epoch: [52][227/553] Time 2.532 Data 0.001 Err 0.2762 top1 7.812 top5 0.781 | Epoch: [52][228/553] Time 2.439 Data 0.001 Err 0.2803 top1 8.594 top5 2.344 | Epoch: [52][229/553] Time 2.478 Data 0.001 Err 0.3696 top1 8.594 top5 2.344 | Epoch: [52][230/553] Time 2.434 Data 0.001 Err 0.1787 top1 3.906 top5 0.781 | Epoch: [52][231/553] Time 2.441 Data 0.001 Err 0.2465 top1 5.469 top5 2.344 | Epoch: [52][232/553] Time 2.450 Data 0.001 Err 0.3395 top1 7.812 top5 2.344 | Epoch: [52][233/553] Time 2.462 Data 0.001 Err 0.3740 top1 12.500 top5 2.344 | Epoch: [52][234/553] Time 2.455 Data 0.001 Err 0.2658 top1 6.250 top5 1.562 | Epoch: [52][235/553] Time 2.442 Data 0.001 Err 0.2053 top1 6.250 top5 1.562 | Epoch: [52][236/553] Time 2.441 Data 0.001 Err 0.2077 top1 6.250 top5 0.781 | Epoch: [52][237/553] Time 2.489 Data 0.001 Err 0.2573 top1 6.250 top5 1.562 | Epoch: [52][238/553] Time 2.447 Data 0.001 Err 0.2779 top1 7.031 top5 1.562 | Epoch: [52][239/553] Time 2.439 Data 0.001 Err 0.2306 top1 4.688 top5 2.344 | Epoch: [52][240/553] Time 2.469 Data 0.001 Err 0.3658 top1 13.281 top5 2.344 | Epoch: [52][241/553] Time 2.444 Data 0.005 Err 0.3792 top1 11.719 top5 2.344 | Epoch: [52][242/553] Time 2.441 Data 0.001 Err 0.3717 top1 8.594 top5 1.562 | Epoch: [52][243/553] Time 2.445 Data 0.001 Err 0.4186 top1 14.844 top5 3.125 | Epoch: [52][244/553] Time 2.440 Data 0.000 Err 0.2996 top1 9.375 top5 1.562 | Epoch: [52][245/553] Time 2.464 Data 0.001 Err 0.3112 top1 8.594 top5 1.562 | Epoch: [52][246/553] Time 2.445 Data 0.001 Err 0.3025 top1 8.594 top5 3.125 | Epoch: [52][247/553] Time 2.434 Data 0.001 Err 0.3329 top1 5.469 top5 2.344 | Epoch: [52][248/553] Time 2.448 Data 0.001 Err 0.1860 top1 3.906 top5 0.781 | Epoch: [52][249/553] Time 2.440 Data 0.001 Err 0.3200 top1 7.812 top5 2.344 | Epoch: [52][250/553] Time 2.434 Data 0.001 Err 0.1027 top1 1.562 top5 0.000 | Epoch: [52][251/553] Time 2.437 Data 0.001 Err 0.3512 top1 7.812 top5 3.906 | Epoch: [52][252/553] Time 2.439 Data 0.000 Err 0.3959 top1 9.375 top5 3.906 | Epoch: [52][253/553] Time 2.485 Data 0.001 Err 0.1928 top1 6.250 top5 0.000 | Epoch: [52][254/553] Time 2.527 Data 0.001 Err 0.1279 top1 2.344 top5 0.781 | Epoch: [52][255/553] Time 2.448 Data 0.000 Err 0.2474 top1 5.469 top5 1.562 | Epoch: [52][256/553] Time 2.482 Data 0.001 Err 0.2524 top1 7.031 top5 1.562 | Epoch: [52][257/553] Time 2.508 Data 0.001 Err 0.1149 top1 2.344 top5 0.000 | Epoch: [52][258/553] Time 2.442 Data 0.001 Err 0.4173 top1 11.719 top5 3.906 | Epoch: [52][259/553] Time 2.487 Data 0.001 Err 0.1712 top1 4.688 top5 0.000 | Epoch: [52][260/553] Time 2.477 Data 0.003 Err 0.3866 top1 10.156 top5 3.906 | Epoch: [52][261/553] Time 2.436 Data 0.001 Err 0.3284 top1 7.031 top5 2.344 | Epoch: [52][262/553] Time 2.440 Data 0.001 Err 0.4157 top1 12.500 top5 3.906 | Epoch: [52][263/553] Time 2.460 Data 0.001 Err 0.1815 top1 3.906 top5 0.781 | Epoch: [52][264/553] Time 2.467 Data 0.001 Err 0.2782 top1 7.812 top5 1.562 | Epoch: [52][265/553] Time 2.446 Data 0.000 Err 0.2626 top1 7.812 top5 2.344 | Epoch: [52][266/553] Time 2.441 Data 0.001 Err 0.2399 top1 4.688 top5 1.562 | Epoch: [52][267/553] Time 2.440 Data 0.001 Err 0.3042 top1 7.812 top5 2.344 | Epoch: [52][268/553] Time 2.485 Data 0.001 Err 0.3199 top1 7.812 top5 2.344 | Epoch: [52][269/553] Time 2.476 Data 0.001 Err 0.3169 top1 7.031 top5 3.906 | Epoch: [52][270/553] Time 2.447 Data 0.001 Err 0.3135 top1 9.375 top5 3.125 | Epoch: [52][271/553] Time 2.486 Data 0.001 Err 0.2296 top1 6.250 top5 2.344 | Epoch: [52][272/553] Time 2.457 Data 0.001 Err 0.2225 top1 5.469 top5 0.781 | Epoch: [52][273/553] Time 2.505 Data 0.001 Err 0.2518 top1 5.469 top5 2.344 | Epoch: [52][274/553] Time 2.440 Data 0.001 Err 0.4293 top1 10.938 top5 4.688 | Epoch: [52][275/553] Time 2.450 Data 0.001 Err 0.1427 top1 3.906 top5 0.781 | Epoch: [52][276/553] Time 2.444 Data 0.001 Err 0.2370 top1 7.031 top5 1.562 | Epoch: [52][277/553] Time 2.448 Data 0.001 Err 0.3652 top1 11.719 top5 3.125 | Epoch: [52][278/553] Time 2.444 Data 0.001 Err 0.3107 top1 9.375 top5 3.125 | Epoch: [52][279/553] Time 2.439 Data 0.001 Err 0.2945 top1 5.469 top5 3.906 | Epoch: [52][280/553] Time 2.434 Data 0.001 Err 0.2706 top1 7.031 top5 0.000 | Epoch: [52][281/553] Time 2.444 Data 0.001 Err 0.2375 top1 6.250 top5 2.344 | Epoch: [52][282/553] Time 2.452 Data 0.001 Err 0.1547 top1 6.250 top5 0.781 | Epoch: [52][283/553] Time 2.496 Data 0.001 Err 0.2511 top1 5.469 top5 2.344 | Epoch: [52][284/553] Time 2.483 Data 0.001 Err 0.3068 top1 8.594 top5 2.344 | Epoch: [52][285/553] Time 2.433 Data 0.001 Err 0.2488 top1 7.031 top5 0.781 | Epoch: [52][286/553] Time 2.442 Data 0.001 Err 0.3818 top1 8.594 top5 4.688 | Epoch: [52][287/553] Time 2.444 Data 0.001 Err 0.2446 top1 6.250 top5 1.562 | Epoch: [52][288/553] Time 2.481 Data 0.001 Err 0.2480 top1 5.469 top5 3.906 | Epoch: [52][289/553] Time 2.441 Data 0.001 Err 0.2532 top1 7.812 top5 2.344 | Epoch: [52][290/553] Time 2.440 Data 0.001 Err 0.3127 top1 9.375 top5 2.344 | Epoch: [52][291/553] Time 2.435 Data 0.001 Err 0.3389 top1 9.375 top5 3.125 | Epoch: [52][292/553] Time 2.455 Data 0.001 Err 0.3976 top1 10.938 top5 3.125 | Epoch: [52][293/553] Time 2.448 Data 0.000 Err 0.1890 top1 7.031 top5 1.562 | Epoch: [52][294/553] Time 2.453 Data 0.001 Err 0.3625 top1 8.594 top5 3.125 | Epoch: [52][295/553] Time 2.440 Data 0.001 Err 0.2410 top1 7.812 top5 0.781 | Epoch: [52][296/553] Time 2.517 Data 0.001 Err 0.3626 top1 8.594 top5 4.688 | Epoch: [52][297/553] Time 2.438 Data 0.001 Err 0.2884 top1 9.375 top5 0.781 | Epoch: [52][298/553] Time 2.442 Data 0.004 Err 0.2638 top1 7.031 top5 2.344 | Epoch: [52][299/553] Time 2.475 Data 0.001 Err 0.3852 top1 8.594 top5 2.344 | Epoch: [52][300/553] Time 2.472 Data 0.001 Err 0.3480 top1 7.812 top5 3.125 | Epoch: [52][301/553] Time 2.463 Data 0.001 Err 0.3043 top1 8.594 top5 1.562 | Epoch: [52][302/553] Time 2.439 Data 0.001 Err 0.3947 top1 8.594 top5 4.688 | Epoch: [52][303/553] Time 2.478 Data 0.001 Err 0.4040 top1 9.375 top5 3.906 | Epoch: [52][304/553] Time 2.439 Data 0.001 Err 0.2999 top1 7.031 top5 1.562 | Epoch: [52][305/553] Time 2.466 Data 0.001 Err 0.2043 top1 6.250 top5 1.562 | Epoch: [52][306/553] Time 2.443 Data 0.001 Err 0.3917 top1 8.594 top5 3.906 | Epoch: [52][307/553] Time 2.512 Data 0.001 Err 0.2265 top1 7.031 top5 1.562 | Epoch: [52][308/553] Time 2.490 Data 0.001 Err 0.3002 top1 6.250 top5 3.906 | Epoch: [52][309/553] Time 2.451 Data 0.001 Err 0.3574 top1 9.375 top5 0.781 | Epoch: [52][310/553] Time 2.487 Data 0.001 Err 0.3005 top1 8.594 top5 0.781 | Epoch: [52][311/553] Time 2.472 Data 0.000 Err 0.3209 top1 7.812 top5 1.562 | Epoch: [52][312/553] Time 2.444 Data 0.000 Err 0.3052 top1 6.250 top5 2.344 | Epoch: [52][313/553] Time 2.444 Data 0.001 Err 0.3683 top1 11.719 top5 3.125 | Epoch: [52][314/553] Time 2.436 Data 0.001 Err 0.2586 top1 7.812 top5 3.125 | Epoch: [52][315/553] Time 2.470 Data 0.002 Err 0.1959 top1 4.688 top5 2.344 | Epoch: [52][316/553] Time 2.483 Data 0.001 Err 0.3506 top1 9.375 top5 1.562 | Epoch: [52][317/553] Time 2.446 Data 0.001 Err 0.3882 top1 9.375 top5 4.688 | Epoch: [52][318/553] Time 2.439 Data 0.001 Err 0.2086 top1 5.469 top5 1.562 | Epoch: [52][319/553] Time 2.442 Data 0.001 Err 0.2497 top1 8.594 top5 3.125 | Epoch: [52][320/553] Time 2.453 Data 0.001 Err 0.2314 top1 6.250 top5 1.562 | Epoch: [52][321/553] Time 2.513 Data 0.001 Err 0.2622 top1 7.812 top5 1.562 | Epoch: [52][322/553] Time 2.509 Data 0.001 Err 0.3849 top1 11.719 top5 3.125 | Epoch: [52][323/553] Time 2.455 Data 0.001 Err 0.2537 top1 7.812 top5 2.344 | Epoch: [52][324/553] Time 2.466 Data 0.001 Err 0.2907 top1 7.031 top5 2.344 | Epoch: [52][325/553] Time 2.439 Data 0.001 Err 0.2564 top1 7.812 top5 1.562 | Epoch: [52][326/553] Time 2.450 Data 0.001 Err 0.5456 top1 13.281 top5 4.688 | Epoch: [52][327/553] Time 2.479 Data 0.001 Err 0.3571 top1 9.375 top5 4.688 | Epoch: [52][328/553] Time 2.468 Data 0.001 Err 0.2829 top1 7.812 top5 1.562 | Epoch: [52][329/553] Time 2.452 Data 0.001 Err 0.4134 top1 11.719 top5 3.906 | Epoch: [52][330/553] Time 2.522 Data 0.000 Err 0.2686 top1 6.250 top5 1.562 | Epoch: [52][331/553] Time 2.442 Data 0.001 Err 0.3989 top1 8.594 top5 4.688 | Epoch: [52][332/553] Time 2.514 Data 0.001 Err 0.2441 top1 7.812 top5 0.781 | Epoch: [52][333/553] Time 2.449 Data 0.001 Err 0.2100 top1 5.469 top5 3.125 | Epoch: [52][334/553] Time 2.437 Data 0.001 Err 0.2805 top1 7.812 top5 2.344 | Epoch: [52][335/553] Time 2.481 Data 0.001 Err 0.3358 top1 7.812 top5 3.125 | Epoch: [52][336/553] Time 2.470 Data 0.001 Err 0.2400 top1 6.250 top5 1.562 | Epoch: [52][337/553] Time 2.445 Data 0.000 Err 0.2369 top1 6.250 top5 2.344 | Epoch: [52][338/553] Time 2.437 Data 0.001 Err 0.2692 top1 7.031 top5 0.781 | Epoch: [52][339/553] Time 2.440 Data 0.001 Err 0.2523 top1 7.812 top5 2.344 | Epoch: [52][340/553] Time 2.465 Data 0.000 Err 0.3613 top1 8.594 top5 3.906 | Epoch: [52][341/553] Time 2.444 Data 0.001 Err 0.2911 top1 9.375 top5 1.562 | Epoch: [52][342/553] Time 2.444 Data 0.001 Err 0.3324 top1 9.375 top5 3.125 | Epoch: [52][343/553] Time 2.441 Data 0.001 Err 0.4463 top1 11.719 top5 2.344 | Epoch: [52][344/553] Time 2.533 Data 0.001 Err 0.3229 top1 9.375 top5 3.125 | Epoch: [52][345/553] Time 2.457 Data 0.001 Err 0.2763 top1 7.812 top5 1.562 | Epoch: [52][346/553] Time 2.447 Data 0.001 Err 0.3858 top1 9.375 top5 3.125 | Epoch: [52][347/553] Time 2.443 Data 0.001 Err 0.2283 top1 5.469 top5 0.781 | Epoch: [52][348/553] Time 2.437 Data 0.001 Err 0.2844 top1 7.031 top5 1.562 | Epoch: [52][349/553] Time 2.506 Data 0.001 Err 0.2708 top1 7.812 top5 1.562 | Epoch: [52][350/553] Time 2.441 Data 0.000 Err 0.3301 top1 9.375 top5 1.562 | Epoch: [52][351/553] Time 2.450 Data 0.001 Err 0.2524 top1 6.250 top5 1.562 | Epoch: [52][352/553] Time 2.438 Data 0.001 Err 0.2839 top1 8.594 top5 3.125 | Epoch: [52][353/553] Time 2.467 Data 0.001 Err 0.3576 top1 9.375 top5 4.688 | Epoch: [52][354/553] Time 2.438 Data 0.001 Err 0.2656 top1 6.250 top5 0.781 | Epoch: [52][355/553] Time 2.450 Data 0.001 Err 0.2928 top1 9.375 top5 2.344 | Epoch: [52][356/553] Time 2.442 Data 0.000 Err 0.2567 top1 6.250 top5 3.125 | Epoch: [52][357/553] Time 2.455 Data 0.002 Err 0.3340 top1 9.375 top5 3.125 | Epoch: [52][358/553] Time 2.438 Data 0.000 Err 0.2808 top1 6.250 top5 2.344 | Epoch: [52][359/553] Time 2.478 Data 0.001 Err 0.2681 top1 6.250 top5 1.562 | Epoch: [52][360/553] Time 2.441 Data 0.001 Err 0.1852 top1 3.125 top5 0.781 | Epoch: [52][361/553] Time 2.450 Data 0.001 Err 0.3047 top1 9.375 top5 1.562 | Epoch: [52][362/553] Time 2.444 Data 0.001 Err 0.3411 top1 10.156 top5 3.125 | Epoch: [52][363/553] Time 2.440 Data 0.001 Err 0.3696 top1 8.594 top5 3.906 | Epoch: [52][364/553] Time 2.464 Data 0.001 Err 0.3611 top1 10.938 top5 4.688 | Epoch: [52][365/553] Time 2.477 Data 0.001 Err 0.3914 top1 10.938 top5 4.688 | Epoch: [52][366/553] Time 2.436 Data 0.000 Err 0.2327 top1 6.250 top5 1.562 | Epoch: [52][367/553] Time 2.457 Data 0.001 Err 0.2521 top1 6.250 top5 1.562 | Epoch: [52][368/553] Time 2.436 Data 0.001 Err 0.2439 top1 5.469 top5 1.562 | Epoch: [52][369/553] Time 2.439 Data 0.001 Err 0.2100 top1 7.031 top5 0.781 | Epoch: [52][370/553] Time 2.477 Data 0.001 Err 0.2250 top1 4.688 top5 0.781 | Epoch: [52][371/553] Time 2.438 Data 0.001 Err 0.2170 top1 5.469 top5 1.562 | Epoch: [52][372/553] Time 2.439 Data 0.001 Err 0.2149 top1 3.906 top5 1.562 | Epoch: [52][373/553] Time 2.447 Data 0.001 Err 0.2987 top1 11.719 top5 1.562 | Epoch: [52][374/553] Time 2.446 Data 0.001 Err 0.4042 top1 11.719 top5 1.562 | Epoch: [52][375/553] Time 2.436 Data 0.001 Err 0.2274 top1 4.688 top5 2.344 | Epoch: [52][376/553] Time 2.434 Data 0.001 Err 0.3837 top1 11.719 top5 3.125 | Epoch: [52][377/553] Time 2.455 Data 0.001 Err 0.2062 top1 5.469 top5 1.562 | Epoch: [52][378/553] Time 2.457 Data 0.001 Err 0.1919 top1 6.250 top5 0.000 | Epoch: [52][379/553] Time 2.496 Data 0.001 Err 0.3519 top1 8.594 top5 4.688 | Epoch: [52][380/553] Time 2.501 Data 0.001 Err 0.1445 top1 3.125 top5 0.000 | Epoch: [52][381/553] Time 2.444 Data 0.001 Err 0.2246 top1 7.031 top5 1.562 | Epoch: [52][382/553] Time 2.475 Data 0.001 Err 0.2885 top1 7.031 top5 3.906 | Epoch: [52][383/553] Time 2.507 Data 0.001 Err 0.2652 top1 7.031 top5 0.781 | Epoch: [52][384/553] Time 2.494 Data 0.001 Err 0.3778 top1 8.594 top5 4.688 | Epoch: [52][385/553] Time 2.470 Data 0.001 Err 0.4107 top1 9.375 top5 3.906 | Epoch: [52][386/553] Time 2.443 Data 0.000 Err 0.3199 top1 6.250 top5 3.125 | Epoch: [52][387/553] Time 2.471 Data 0.001 Err 0.3144 top1 9.375 top5 3.125 | Epoch: [52][388/553] Time 2.449 Data 0.000 Err 0.2663 top1 7.812 top5 0.000 | Epoch: [52][389/553] Time 2.445 Data 0.001 Err 0.1461 top1 3.906 top5 0.000 | Epoch: [52][390/553] Time 2.435 Data 0.001 Err 0.2533 top1 8.594 top5 0.781 | Epoch: [52][391/553] Time 2.437 Data 0.001 Err 0.2294 top1 7.031 top5 1.562 | Epoch: [52][392/553] Time 2.456 Data 0.001 Err 0.4839 top1 12.500 top5 6.250 | Epoch: [52][393/553] Time 2.436 Data 0.001 Err 0.3733 top1 9.375 top5 3.906 | Epoch: [52][394/553] Time 2.434 Data 0.001 Err 0.3468 top1 8.594 top5 3.125 | Epoch: [52][395/553] Time 2.512 Data 0.000 Err 0.2362 top1 4.688 top5 2.344 | Epoch: [52][396/553] Time 2.435 Data 0.001 Err 0.3487 top1 10.156 top5 2.344 | Epoch: [52][397/553] Time 2.437 Data 0.001 Err 0.3318 top1 7.031 top5 3.125 | Epoch: [52][398/553] Time 2.443 Data 0.000 Err 0.3264 top1 10.156 top5 2.344 | Epoch: [52][399/553] Time 2.469 Data 0.001 Err 0.3238 top1 7.812 top5 3.125 | Epoch: [52][400/553] Time 2.511 Data 0.001 Err 0.2984 top1 7.031 top5 3.125 | Epoch: [52][401/553] Time 2.456 Data 0.001 Err 0.4525 top1 14.062 top5 2.344 | Epoch: [52][402/553] Time 2.437 Data 0.001 Err 0.3716 top1 8.594 top5 4.688 | Epoch: [52][403/553] Time 2.466 Data 0.001 Err 0.2759 top1 7.812 top5 3.125 | Epoch: [52][404/553] Time 2.436 Data 0.001 Err 0.1481 top1 3.125 top5 0.000 | Epoch: [52][405/553] Time 2.443 Data 0.001 Err 0.4184 top1 10.938 top5 4.688 | Epoch: [52][406/553] Time 2.448 Data 0.001 Err 0.3657 top1 7.031 top5 2.344 | Epoch: [52][407/553] Time 2.468 Data 0.001 Err 0.2911 top1 10.156 top5 2.344 | Epoch: [52][408/553] Time 2.445 Data 0.001 Err 0.3581 top1 11.719 top5 3.125 | Epoch: [52][409/553] Time 2.439 Data 0.001 Err 0.3005 top1 7.812 top5 1.562 | Epoch: [52][410/553] Time 2.456 Data 0.001 Err 0.3782 top1 9.375 top5 3.125 | Epoch: [52][411/553] Time 2.468 Data 0.001 Err 0.2442 top1 4.688 top5 3.125 | Epoch: [52][412/553] Time 2.477 Data 0.001 Err 0.2043 top1 6.250 top5 0.781 | Epoch: [52][413/553] Time 2.510 Data 0.001 Err 0.2257 top1 6.250 top5 0.781 | Epoch: [52][414/553] Time 2.491 Data 0.000 Err 0.2843 top1 7.812 top5 1.562 | Epoch: [52][415/553] Time 2.479 Data 0.001 Err 0.1921 top1 4.688 top5 0.781 | Epoch: [52][416/553] Time 2.490 Data 0.001 Err 0.3965 top1 10.938 top5 4.688 | Epoch: [52][417/553] Time 2.440 Data 0.001 Err 0.3335 top1 8.594 top5 2.344 | Epoch: [52][418/553] Time 2.440 Data 0.001 Err 0.3616 top1 9.375 top5 3.125 | Epoch: [52][419/553] Time 2.481 Data 0.001 Err 0.2389 top1 7.031 top5 0.781 | Epoch: [52][420/553] Time 2.439 Data 0.001 Err 0.2750 top1 7.812 top5 2.344 | Epoch: [52][421/553] Time 2.462 Data 0.001 Err 0.2189 top1 5.469 top5 0.781 | Epoch: [52][422/553] Time 2.448 Data 0.001 Err 0.3674 top1 8.594 top5 2.344 | Epoch: [52][423/553] Time 2.458 Data 0.001 Err 0.2501 top1 7.031 top5 0.781 | Epoch: [52][424/553] Time 2.436 Data 0.001 Err 0.3115 top1 7.812 top5 3.125 | Epoch: [52][425/553] Time 2.463 Data 0.001 Err 0.3069 top1 7.812 top5 0.781 | Epoch: [52][426/553] Time 2.471 Data 0.001 Err 0.2203 top1 7.031 top5 2.344 | Epoch: [52][427/553] Time 2.510 Data 0.001 Err 0.1691 top1 5.469 top5 1.562 | Epoch: [52][428/553] Time 2.494 Data 0.001 Err 0.2524 top1 6.250 top5 2.344 | Epoch: [52][429/553] Time 2.477 Data 0.003 Err 0.2471 top1 5.469 top5 1.562 | Epoch: [52][430/553] Time 2.448 Data 0.001 Err 0.4625 top1 11.719 top5 5.469 | Epoch: [52][431/553] Time 2.440 Data 0.001 Err 0.3061 top1 8.594 top5 3.906 | Epoch: [52][432/553] Time 2.444 Data 0.000 Err 0.3226 top1 10.156 top5 1.562 | Epoch: [52][433/553] Time 2.437 Data 0.001 Err 0.3466 top1 8.594 top5 0.781 | Epoch: [52][434/553] Time 2.442 Data 0.001 Err 0.2538 top1 7.812 top5 1.562 | Epoch: [52][435/553] Time 2.519 Data 0.001 Err 0.2860 top1 8.594 top5 2.344 | Epoch: [52][436/553] Time 2.456 Data 0.001 Err 0.3687 top1 10.156 top5 3.125 | Epoch: [52][437/553] Time 2.441 Data 0.001 Err 0.3915 top1 7.812 top5 3.125 | Epoch: [52][438/553] Time 2.454 Data 0.001 Err 0.3239 top1 7.812 top5 3.906 | Epoch: [52][439/553] Time 2.479 Data 0.001 Err 0.4109 top1 11.719 top5 3.906 | Epoch: [52][440/553] Time 2.438 Data 0.001 Err 0.1246 top1 2.344 top5 0.000 | Epoch: [52][441/553] Time 2.446 Data 0.001 Err 0.3235 top1 8.594 top5 2.344 | Epoch: [52][442/553] Time 2.485 Data 0.001 Err 0.2891 top1 7.031 top5 1.562 | Epoch: [52][443/553] Time 2.444 Data 0.000 Err 0.2480 top1 6.250 top5 2.344 | Epoch: [52][444/553] Time 2.443 Data 0.001 Err 0.2029 top1 5.469 top5 0.000 | Epoch: [52][445/553] Time 2.440 Data 0.001 Err 0.1986 top1 5.469 top5 1.562 | Epoch: [52][446/553] Time 2.441 Data 0.001 Err 0.2795 top1 8.594 top5 2.344 | Epoch: [52][447/553] Time 2.459 Data 0.001 Err 0.2251 top1 6.250 top5 0.000 | Epoch: [52][448/553] Time 2.443 Data 0.001 Err 0.3107 top1 9.375 top5 3.125 | Epoch: [52][449/553] Time 2.475 Data 0.001 Err 0.2809 top1 6.250 top5 3.125 | Epoch: [52][450/553] Time 2.477 Data 0.001 Err 0.4223 top1 10.938 top5 3.125 | Epoch: [52][451/553] Time 2.463 Data 0.001 Err 0.2915 top1 8.594 top5 3.125 | Epoch: [52][452/553] Time 2.459 Data 0.001 Err 0.1892 top1 3.906 top5 0.781 | Epoch: [52][453/553] Time 2.470 Data 0.001 Err 0.1638 top1 3.906 top5 0.000 | Epoch: [52][454/553] Time 2.453 Data 0.001 Err 0.3551 top1 10.938 top5 3.906 | Epoch: [52][455/553] Time 2.467 Data 0.001 Err 0.2164 top1 5.469 top5 1.562 | Epoch: [52][456/553] Time 2.449 Data 0.001 Err 0.2994 top1 9.375 top5 2.344 | Epoch: [52][457/553] Time 2.473 Data 0.001 Err 0.4490 top1 9.375 top5 3.906 | Epoch: [52][458/553] Time 2.436 Data 0.001 Err 0.2799 top1 7.812 top5 0.781 | Epoch: [52][459/553] Time 2.465 Data 0.001 Err 0.3676 top1 12.500 top5 2.344 | Epoch: [52][460/553] Time 2.509 Data 0.001 Err 0.3500 top1 9.375 top5 0.781 | Epoch: [52][461/553] Time 2.450 Data 0.001 Err 0.3473 top1 10.156 top5 3.125 | Epoch: [52][462/553] Time 2.447 Data 0.001 Err 0.3316 top1 8.594 top5 2.344 | Epoch: [52][463/553] Time 2.476 Data 0.001 Err 0.2960 top1 9.375 top5 2.344 | Epoch: [52][464/553] Time 2.444 Data 0.001 Err 0.4801 top1 12.500 top5 6.250 | Epoch: [52][465/553] Time 2.461 Data 0.001 Err 0.4022 top1 10.156 top5 3.125 | Epoch: [52][466/553] Time 2.437 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [52][467/553] Time 2.436 Data 0.001 Err 0.2314 top1 6.250 top5 0.781 | Epoch: [52][468/553] Time 2.436 Data 0.001 Err 0.2380 top1 7.031 top5 2.344 | Epoch: [52][469/553] Time 2.446 Data 0.001 Err 0.3282 top1 9.375 top5 3.906 | Epoch: [52][470/553] Time 2.437 Data 0.001 Err 0.3047 top1 8.594 top5 3.125 | Epoch: [52][471/553] Time 2.461 Data 0.001 Err 0.2960 top1 8.594 top5 3.125 | Epoch: [52][472/553] Time 2.435 Data 0.001 Err 0.2904 top1 8.594 top5 3.125 | Epoch: [52][473/553] Time 2.466 Data 0.001 Err 0.2837 top1 6.250 top5 3.125 | Epoch: [52][474/553] Time 2.478 Data 0.001 Err 0.4801 top1 12.500 top5 7.031 | Epoch: [52][475/553] Time 2.467 Data 0.001 Err 0.3500 top1 10.156 top5 2.344 | Epoch: [52][476/553] Time 2.496 Data 0.001 Err 0.1762 top1 5.469 top5 0.781 | Epoch: [52][477/553] Time 2.437 Data 0.001 Err 0.2929 top1 7.812 top5 2.344 | Epoch: [52][478/553] Time 2.433 Data 0.001 Err 0.3452 top1 7.812 top5 3.125 | Epoch: [52][479/553] Time 2.468 Data 0.001 Err 0.2834 top1 6.250 top5 2.344 | Epoch: [52][480/553] Time 2.439 Data 0.001 Err 0.1548 top1 4.688 top5 1.562 | Epoch: [52][481/553] Time 2.455 Data 0.001 Err 0.3060 top1 8.594 top5 3.125 | Epoch: [52][482/553] Time 2.442 Data 0.001 Err 0.3737 top1 8.594 top5 5.469 | Epoch: [52][483/553] Time 2.510 Data 0.001 Err 0.3102 top1 7.812 top5 3.125 | Epoch: [52][484/553] Time 2.444 Data 0.001 Err 0.2614 top1 8.594 top5 1.562 | Epoch: [52][485/553] Time 2.461 Data 0.001 Err 0.3380 top1 9.375 top5 2.344 | Epoch: [52][486/553] Time 2.448 Data 0.001 Err 0.2723 top1 6.250 top5 2.344 | Epoch: [52][487/553] Time 2.500 Data 0.001 Err 0.2348 top1 6.250 top5 0.781 | Epoch: [52][488/553] Time 2.450 Data 0.001 Err 0.2252 top1 8.594 top5 1.562 | Epoch: [52][489/553] Time 2.474 Data 0.000 Err 0.2785 top1 8.594 top5 0.000 | Epoch: [52][490/553] Time 2.472 Data 0.001 Err 0.3553 top1 10.156 top5 2.344 | Epoch: [52][491/553] Time 2.462 Data 0.001 Err 0.2135 top1 4.688 top5 0.781 | Epoch: [52][492/553] Time 2.453 Data 0.001 Err 0.3710 top1 10.156 top5 3.906 | Epoch: [52][493/553] Time 2.509 Data 0.001 Err 0.3056 top1 9.375 top5 2.344 | Epoch: [52][494/553] Time 2.444 Data 0.001 Err 0.3206 top1 7.812 top5 3.906 | Epoch: [52][495/553] Time 2.439 Data 0.001 Err 0.3574 top1 7.031 top5 2.344 | Epoch: [52][496/553] Time 2.458 Data 0.001 Err 0.2453 top1 7.031 top5 0.781 | Epoch: [52][497/553] Time 2.508 Data 0.001 Err 0.2385 top1 7.031 top5 1.562 | Epoch: [52][498/553] Time 2.446 Data 0.001 Err 0.2526 top1 6.250 top5 1.562 | Epoch: [52][499/553] Time 2.463 Data 0.001 Err 0.3986 top1 12.500 top5 2.344 | Epoch: [52][500/553] Time 2.444 Data 0.001 Err 0.2528 top1 7.031 top5 3.125 | Epoch: [52][501/553] Time 2.459 Data 0.001 Err 0.2392 top1 7.031 top5 1.562 | Epoch: [52][502/553] Time 2.440 Data 0.000 Err 0.3801 top1 10.156 top5 2.344 | Epoch: [52][503/553] Time 2.482 Data 0.001 Err 0.2494 top1 5.469 top5 0.000 | Epoch: [52][504/553] Time 2.434 Data 0.001 Err 0.4396 top1 12.500 top5 3.125 | Epoch: [52][505/553] Time 2.510 Data 0.001 Err 0.4620 top1 12.500 top5 3.906 | Epoch: [52][506/553] Time 2.476 Data 0.001 Err 0.2499 top1 4.688 top5 0.781 | Epoch: [52][507/553] Time 2.475 Data 0.002 Err 0.3585 top1 7.812 top5 2.344 | Epoch: [52][508/553] Time 2.453 Data 0.001 Err 0.3287 top1 9.375 top5 3.125 | Epoch: [52][509/553] Time 2.436 Data 0.001 Err 0.2872 top1 6.250 top5 1.562 | Epoch: [52][510/553] Time 2.483 Data 0.001 Err 0.3970 top1 8.594 top5 4.688 | Epoch: [52][511/553] Time 2.466 Data 0.001 Err 0.4031 top1 9.375 top5 5.469 | Epoch: [52][512/553] Time 2.436 Data 0.001 Err 0.1611 top1 3.125 top5 1.562 | Epoch: [52][513/553] Time 2.463 Data 0.001 Err 0.2347 top1 8.594 top5 2.344 | Epoch: [52][514/553] Time 2.446 Data 0.001 Err 0.2396 top1 7.812 top5 0.781 | Epoch: [52][515/553] Time 2.467 Data 0.001 Err 0.2436 top1 5.469 top5 1.562 | Epoch: [52][516/553] Time 2.451 Data 0.001 Err 0.2245 top1 4.688 top5 1.562 | Epoch: [52][517/553] Time 2.460 Data 0.001 Err 0.1547 top1 4.688 top5 0.781 | Epoch: [52][518/553] Time 2.438 Data 0.001 Err 0.2950 top1 7.031 top5 1.562 | Epoch: [52][519/553] Time 2.438 Data 0.001 Err 0.2369 top1 4.688 top5 2.344 | Epoch: [52][520/553] Time 2.465 Data 0.001 Err 0.2125 top1 6.250 top5 0.781 | Epoch: [52][521/553] Time 2.464 Data 0.001 Err 0.2555 top1 7.031 top5 1.562 | Epoch: [52][522/553] Time 2.435 Data 0.001 Err 0.2633 top1 7.031 top5 2.344 | Epoch: [52][523/553] Time 2.453 Data 0.001 Err 0.4126 top1 11.719 top5 2.344 | Epoch: [52][524/553] Time 2.443 Data 0.001 Err 0.2262 top1 4.688 top5 0.781 | Epoch: [52][525/553] Time 2.473 Data 0.001 Err 0.2531 top1 7.812 top5 0.000 | Epoch: [52][526/553] Time 2.445 Data 0.001 Err 0.2055 top1 3.906 top5 3.125 | Epoch: [52][527/553] Time 2.431 Data 0.001 Err 0.4154 top1 8.594 top5 3.906 | Epoch: [52][528/553] Time 2.473 Data 0.001 Err 0.3962 top1 11.719 top5 2.344 | Epoch: [52][529/553] Time 2.444 Data 0.001 Err 0.3558 top1 10.156 top5 4.688 | Epoch: [52][530/553] Time 2.444 Data 0.001 Err 0.3866 top1 8.594 top5 3.125 | Epoch: [52][531/553] Time 2.440 Data 0.000 Err 0.1236 top1 4.688 top5 0.000 | Epoch: [52][532/553] Time 2.469 Data 0.001 Err 0.3976 top1 8.594 top5 3.906 | Epoch: [52][533/553] Time 2.490 Data 0.001 Err 0.3379 top1 7.812 top5 0.781 | Epoch: [52][534/553] Time 2.448 Data 0.001 Err 0.4442 top1 9.375 top5 3.125 | Epoch: [52][535/553] Time 2.458 Data 0.001 Err 0.3080 top1 5.469 top5 3.906 | Epoch: [52][536/553] Time 2.437 Data 0.001 Err 0.5090 top1 14.844 top5 3.906 | Epoch: [52][537/553] Time 2.471 Data 0.001 Err 0.2622 top1 5.469 top5 3.125 | Epoch: [52][538/553] Time 2.441 Data 0.001 Err 0.3187 top1 10.156 top5 3.125 | Epoch: [52][539/553] Time 2.490 Data 0.001 Err 0.4064 top1 8.594 top5 4.688 | Epoch: [52][540/553] Time 2.441 Data 0.001 Err 0.3169 top1 8.594 top5 0.781 | Epoch: [52][541/553] Time 2.512 Data 0.001 Err 0.2853 top1 7.031 top5 0.781 | Epoch: [52][542/553] Time 2.438 Data 0.001 Err 0.4049 top1 12.500 top5 3.906 | Epoch: [52][543/553] Time 2.446 Data 0.000 Err 0.2287 top1 7.031 top5 0.781 | Epoch: [52][544/553] Time 2.435 Data 0.000 Err 0.2954 top1 7.031 top5 3.125 | Epoch: [52][545/553] Time 2.472 Data 0.000 Err 0.3166 top1 10.938 top5 2.344 | Epoch: [52][546/553] Time 2.431 Data 0.000 Err 0.3800 top1 8.594 top5 3.906 | Epoch: [52][547/553] Time 2.443 Data 0.000 Err 0.3724 top1 9.375 top5 3.906 | Epoch: [52][548/553] Time 2.432 Data 0.000 Err 0.3879 top1 7.812 top5 4.688 | Epoch: [52][549/553] Time 2.443 Data 0.000 Err 0.3576 top1 10.156 top5 2.344 | Epoch: [52][550/553] Time 2.447 Data 0.000 Err 0.2925 top1 7.031 top5 1.562 | Epoch: [52][551/553] Time 2.439 Data 0.000 Err 0.3937 top1 10.938 top5 1.562 | Epoch: [52][552/553] Time 2.438 Data 0.000 Err 0.1586 top1 3.906 top5 1.562 | Epoch: [52][553/553] Time 1.028 Data 0.000 Err 0.1025 top1 0.000 top5 0.000 | Test: [52][1/198] Time 2.200 Data 1.474 top1 8.594 ( 8.594) top5 0.000 ( 0.000) | Test: [52][2/198] Time 0.714 Data 0.001 top1 14.062 ( 11.328) top5 3.125 ( 1.562) | Test: [52][3/198] Time 0.719 Data 0.000 top1 11.719 ( 11.458) top5 2.344 ( 1.823) | Test: [52][4/198] Time 0.717 Data 0.001 top1 10.938 ( 11.328) top5 1.562 ( 1.758) | Test: [52][5/198] Time 0.724 Data 0.001 top1 14.844 ( 12.031) top5 3.906 ( 2.188) | Test: [52][6/198] Time 0.718 Data 0.001 top1 12.500 ( 12.109) top5 2.344 ( 2.214) | Test: [52][7/198] Time 0.725 Data 0.001 top1 12.500 ( 12.165) top5 2.344 ( 2.232) | Test: [52][8/198] Time 0.720 Data 0.001 top1 12.500 ( 12.207) top5 3.125 ( 2.344) | Test: [52][9/198] Time 0.718 Data 0.001 top1 9.375 ( 11.892) top5 2.344 ( 2.344) | Test: [52][10/198] Time 0.715 Data 0.001 top1 7.812 ( 11.484) top5 0.781 ( 2.188) | Test: [52][11/198] Time 0.718 Data 0.003 top1 12.500 ( 11.577) top5 0.781 ( 2.060) | Test: [52][12/198] Time 0.717 Data 0.001 top1 14.062 ( 11.784) top5 3.906 ( 2.214) | Test: [52][13/198] Time 0.719 Data 0.001 top1 14.062 ( 11.959) top5 0.781 ( 2.103) | Test: [52][14/198] Time 0.719 Data 0.001 top1 13.281 ( 12.054) top5 1.562 ( 2.065) | Test: [52][15/198] Time 0.719 Data 0.001 top1 11.719 ( 12.031) top5 3.906 ( 2.188) | Test: [52][16/198] Time 0.720 Data 0.001 top1 15.625 ( 12.256) top5 2.344 ( 2.197) | Test: [52][17/198] Time 0.728 Data 0.002 top1 11.719 ( 12.224) top5 1.562 ( 2.160) | Test: [52][18/198] Time 0.713 Data 0.001 top1 16.406 ( 12.457) top5 3.906 ( 2.257) | Test: [52][19/198] Time 0.712 Data 0.001 top1 14.062 ( 12.541) top5 3.125 ( 2.303) | Test: [52][20/198] Time 0.722 Data 0.001 top1 10.156 ( 12.422) top5 2.344 ( 2.305) | Test: [52][21/198] Time 0.718 Data 0.001 top1 14.844 ( 12.537) top5 3.125 ( 2.344) | Test: [52][22/198] Time 0.720 Data 0.001 top1 14.844 ( 12.642) top5 5.469 ( 2.486) | Test: [52][23/198] Time 0.723 Data 0.001 top1 10.156 ( 12.534) top5 2.344 ( 2.480) | Test: [52][24/198] Time 0.718 Data 0.001 top1 12.500 ( 12.533) top5 3.125 ( 2.507) | Test: [52][25/198] Time 0.717 Data 0.001 top1 12.500 ( 12.531) top5 2.344 ( 2.500) | Test: [52][26/198] Time 0.734 Data 0.001 top1 14.062 ( 12.590) top5 2.344 ( 2.494) | Test: [52][27/198] Time 0.733 Data 0.001 top1 9.375 ( 12.471) top5 0.781 ( 2.431) | Test: [52][28/198] Time 0.726 Data 0.001 top1 14.062 ( 12.528) top5 3.125 ( 2.455) | Test: [52][29/198] Time 0.728 Data 0.000 top1 10.938 ( 12.473) top5 3.906 ( 2.505) | Test: [52][30/198] Time 0.724 Data 0.001 top1 8.594 ( 12.344) top5 0.000 ( 2.422) | Test: [52][31/198] Time 0.712 Data 0.001 top1 14.844 ( 12.424) top5 3.906 ( 2.470) | Test: [52][32/198] Time 0.725 Data 0.001 top1 15.625 ( 12.524) top5 1.562 ( 2.441) | Test: [52][33/198] Time 0.711 Data 0.001 top1 18.750 ( 12.713) top5 6.250 ( 2.557) | Test: [52][34/198] Time 0.713 Data 0.001 top1 10.938 ( 12.661) top5 2.344 ( 2.551) | Test: [52][35/198] Time 0.718 Data 0.001 top1 10.156 ( 12.589) top5 0.781 ( 2.500) | Test: [52][36/198] Time 0.718 Data 0.001 top1 12.500 ( 12.587) top5 4.688 ( 2.561) | Test: [52][37/198] Time 0.739 Data 0.001 top1 13.281 ( 12.606) top5 2.344 ( 2.555) | Test: [52][38/198] Time 0.733 Data 0.001 top1 17.969 ( 12.747) top5 5.469 ( 2.632) | Test: [52][39/198] Time 0.728 Data 0.001 top1 16.406 ( 12.841) top5 3.125 ( 2.644) | Test: [52][40/198] Time 0.728 Data 0.001 top1 11.719 ( 12.812) top5 2.344 ( 2.637) | Test: [52][41/198] Time 0.721 Data 0.001 top1 14.062 ( 12.843) top5 3.906 ( 2.668) | Test: [52][42/198] Time 0.714 Data 0.001 top1 13.281 ( 12.853) top5 3.125 ( 2.679) | Test: [52][43/198] Time 0.716 Data 0.001 top1 9.375 ( 12.773) top5 0.000 ( 2.616) | Test: [52][44/198] Time 0.719 Data 0.001 top1 11.719 ( 12.749) top5 1.562 ( 2.592) | Test: [52][45/198] Time 0.717 Data 0.001 top1 16.406 ( 12.830) top5 3.906 ( 2.622) | Test: [52][46/198] Time 0.723 Data 0.001 top1 10.938 ( 12.789) top5 0.781 ( 2.582) | Test: [52][47/198] Time 0.717 Data 0.001 top1 18.750 ( 12.916) top5 2.344 ( 2.576) | Test: [52][48/198] Time 0.726 Data 0.001 top1 17.188 ( 13.005) top5 6.250 ( 2.653) | Test: [52][49/198] Time 0.720 Data 0.001 top1 10.156 ( 12.946) top5 1.562 ( 2.631) | Test: [52][50/198] Time 0.719 Data 0.001 top1 11.719 ( 12.922) top5 1.562 ( 2.609) | Test: [52][51/198] Time 0.726 Data 0.001 top1 14.844 ( 12.960) top5 2.344 ( 2.604) | Test: [52][52/198] Time 0.724 Data 0.001 top1 14.844 ( 12.996) top5 1.562 ( 2.584) | Test: [52][53/198] Time 0.726 Data 0.001 top1 11.719 ( 12.972) top5 0.781 ( 2.550) | Test: [52][54/198] Time 0.725 Data 0.001 top1 11.719 ( 12.948) top5 1.562 ( 2.532) | Test: [52][55/198] Time 0.725 Data 0.001 top1 10.938 ( 12.912) top5 1.562 ( 2.514) | Test: [52][56/198] Time 0.719 Data 0.001 top1 10.938 ( 12.877) top5 2.344 ( 2.511) | Test: [52][57/198] Time 0.709 Data 0.001 top1 11.719 ( 12.856) top5 3.906 ( 2.536) | Test: [52][58/198] Time 0.720 Data 0.001 top1 14.062 ( 12.877) top5 3.125 ( 2.546) | Test: [52][59/198] Time 0.715 Data 0.001 top1 10.938 ( 12.844) top5 2.344 ( 2.542) | Test: [52][60/198] Time 0.726 Data 0.001 top1 9.375 ( 12.786) top5 1.562 ( 2.526) | Test: [52][61/198] Time 0.732 Data 0.001 top1 10.938 ( 12.756) top5 0.781 ( 2.497) | Test: [52][62/198] Time 0.734 Data 0.001 top1 12.500 ( 12.752) top5 1.562 ( 2.482) | Test: [52][63/198] Time 0.723 Data 0.001 top1 16.406 ( 12.810) top5 4.688 ( 2.517) | Test: [52][64/198] Time 0.733 Data 0.001 top1 12.500 ( 12.805) top5 1.562 ( 2.502) | Test: [52][65/198] Time 0.737 Data 0.000 top1 9.375 ( 12.752) top5 0.781 ( 2.476) | Test: [52][66/198] Time 0.717 Data 0.001 top1 10.156 ( 12.713) top5 0.781 ( 2.450) | Test: [52][67/198] Time 0.723 Data 0.001 top1 13.281 ( 12.722) top5 1.562 ( 2.437) | Test: [52][68/198] Time 0.723 Data 0.001 top1 14.844 ( 12.753) top5 3.906 ( 2.459) | Test: [52][69/198] Time 0.719 Data 0.001 top1 11.719 ( 12.738) top5 3.906 ( 2.480) | Test: [52][70/198] Time 0.718 Data 0.000 top1 17.188 ( 12.801) top5 3.125 ( 2.489) | Test: [52][71/198] Time 0.717 Data 0.001 top1 14.062 ( 12.819) top5 1.562 ( 2.476) | Test: [52][72/198] Time 0.719 Data 0.001 top1 13.281 ( 12.826) top5 1.562 ( 2.463) | Test: [52][73/198] Time 0.735 Data 0.001 top1 8.594 ( 12.768) top5 2.344 ( 2.461) | Test: [52][74/198] Time 0.724 Data 0.001 top1 10.938 ( 12.743) top5 3.906 ( 2.481) | Test: [52][75/198] Time 0.719 Data 0.001 top1 12.500 ( 12.740) top5 3.906 ( 2.500) | Test: [52][76/198] Time 0.731 Data 0.001 top1 8.594 ( 12.685) top5 2.344 ( 2.498) | Test: [52][77/198] Time 0.767 Data 0.001 top1 13.281 ( 12.693) top5 2.344 ( 2.496) | Test: [52][78/198] Time 0.732 Data 0.001 top1 17.969 ( 12.760) top5 3.125 ( 2.504) | Test: [52][79/198] Time 0.736 Data 0.001 top1 19.531 ( 12.846) top5 5.469 ( 2.542) | Test: [52][80/198] Time 0.724 Data 0.001 top1 14.844 ( 12.871) top5 3.906 ( 2.559) | Test: [52][81/198] Time 0.724 Data 0.001 top1 7.812 ( 12.809) top5 0.781 ( 2.537) | Test: [52][82/198] Time 0.720 Data 0.001 top1 12.500 ( 12.805) top5 3.125 ( 2.544) | Test: [52][83/198] Time 0.714 Data 0.001 top1 14.844 ( 12.829) top5 3.125 ( 2.551) | Test: [52][84/198] Time 0.719 Data 0.001 top1 16.406 ( 12.872) top5 2.344 ( 2.548) | Test: [52][85/198] Time 0.724 Data 0.000 top1 14.844 ( 12.895) top5 4.688 ( 2.574) | Test: [52][86/198] Time 0.735 Data 0.000 top1 10.156 ( 12.863) top5 1.562 ( 2.562) | Test: [52][87/198] Time 0.726 Data 0.001 top1 7.031 ( 12.796) top5 1.562 ( 2.550) | Test: [52][88/198] Time 0.738 Data 0.001 top1 14.062 ( 12.811) top5 3.125 ( 2.557) | Test: [52][89/198] Time 0.716 Data 0.001 top1 14.844 ( 12.834) top5 1.562 ( 2.546) | Test: [52][90/198] Time 0.718 Data 0.001 top1 10.938 ( 12.812) top5 1.562 ( 2.535) | Test: [52][91/198] Time 0.717 Data 0.001 top1 8.594 ( 12.766) top5 3.125 ( 2.541) | Test: [52][92/198] Time 0.718 Data 0.001 top1 10.938 ( 12.746) top5 2.344 ( 2.539) | Test: [52][93/198] Time 0.734 Data 0.001 top1 10.938 ( 12.727) top5 2.344 ( 2.537) | Test: [52][94/198] Time 0.739 Data 0.001 top1 14.062 ( 12.741) top5 5.469 ( 2.568) | Test: [52][95/198] Time 0.734 Data 0.001 top1 14.844 ( 12.763) top5 1.562 ( 2.558) | Test: [52][96/198] Time 0.717 Data 0.001 top1 14.062 ( 12.777) top5 1.562 ( 2.547) | Test: [52][97/198] Time 0.726 Data 0.001 top1 9.375 ( 12.742) top5 3.906 ( 2.561) | Test: [52][98/198] Time 0.718 Data 0.001 top1 10.156 ( 12.715) top5 0.781 ( 2.543) | Test: [52][99/198] Time 0.719 Data 0.001 top1 10.938 ( 12.697) top5 1.562 ( 2.533) | Test: [52][100/198] Time 0.720 Data 0.001 top1 8.594 ( 12.656) top5 3.125 ( 2.539) | Test: [52][101/198] Time 0.718 Data 0.001 top1 14.844 ( 12.678) top5 3.125 ( 2.545) | Test: [52][102/198] Time 0.717 Data 0.001 top1 7.812 ( 12.630) top5 1.562 ( 2.535) | Test: [52][103/198] Time 0.736 Data 0.001 top1 10.156 ( 12.606) top5 3.125 ( 2.541) | Test: [52][104/198] Time 0.728 Data 0.001 top1 14.844 ( 12.628) top5 3.125 ( 2.547) | Test: [52][105/198] Time 0.736 Data 0.002 top1 10.938 ( 12.612) top5 2.344 ( 2.545) | Test: [52][106/198] Time 0.723 Data 0.005 top1 10.938 ( 12.596) top5 2.344 ( 2.543) | Test: [52][107/198] Time 0.721 Data 0.001 top1 8.594 ( 12.558) top5 1.562 ( 2.534) | Test: [52][108/198] Time 0.714 Data 0.001 top1 11.719 ( 12.551) top5 3.125 ( 2.539) | Test: [52][109/198] Time 0.720 Data 0.001 top1 14.062 ( 12.565) top5 5.469 ( 2.566) | Test: [52][110/198] Time 0.717 Data 0.001 top1 10.938 ( 12.550) top5 3.125 ( 2.571) | Test: [52][111/198] Time 0.718 Data 0.001 top1 10.938 ( 12.535) top5 2.344 ( 2.569) | Test: [52][112/198] Time 0.732 Data 0.001 top1 7.031 ( 12.486) top5 1.562 ( 2.560) | Test: [52][113/198] Time 0.718 Data 0.001 top1 8.594 ( 12.452) top5 3.906 ( 2.572) | Test: [52][114/198] Time 0.723 Data 0.001 top1 10.156 ( 12.431) top5 3.906 ( 2.584) | Test: [52][115/198] Time 0.730 Data 0.001 top1 11.719 ( 12.425) top5 2.344 ( 2.582) | Test: [52][116/198] Time 0.733 Data 0.001 top1 15.625 ( 12.453) top5 3.906 ( 2.593) | Test: [52][117/198] Time 0.736 Data 0.001 top1 14.844 ( 12.473) top5 3.906 ( 2.604) | Test: [52][118/198] Time 0.731 Data 0.001 top1 11.719 ( 12.467) top5 2.344 ( 2.602) | Test: [52][119/198] Time 0.731 Data 0.001 top1 14.844 ( 12.487) top5 3.125 ( 2.606) | Test: [52][120/198] Time 0.717 Data 0.001 top1 7.031 ( 12.441) top5 1.562 ( 2.598) | Test: [52][121/198] Time 0.719 Data 0.001 top1 10.938 ( 12.429) top5 1.562 ( 2.589) | Test: [52][122/198] Time 0.716 Data 0.001 top1 10.156 ( 12.410) top5 1.562 ( 2.581) | Test: [52][123/198] Time 0.737 Data 0.001 top1 14.844 ( 12.430) top5 3.906 ( 2.591) | Test: [52][124/198] Time 0.731 Data 0.001 top1 10.938 ( 12.418) top5 2.344 ( 2.589) | Test: [52][125/198] Time 0.731 Data 0.001 top1 10.156 ( 12.400) top5 2.344 ( 2.587) | Test: [52][126/198] Time 0.738 Data 0.001 top1 14.062 ( 12.413) top5 5.469 ( 2.610) | Test: [52][127/198] Time 0.733 Data 0.001 top1 8.594 ( 12.383) top5 1.562 ( 2.602) | Test: [52][128/198] Time 0.723 Data 0.001 top1 17.188 ( 12.421) top5 3.906 ( 2.612) | Test: [52][129/198] Time 0.718 Data 0.001 top1 10.156 ( 12.403) top5 2.344 ( 2.610) | Test: [52][130/198] Time 0.722 Data 0.001 top1 11.719 ( 12.398) top5 2.344 ( 2.608) | Test: [52][131/198] Time 0.719 Data 0.001 top1 11.719 ( 12.393) top5 2.344 ( 2.606) | Test: [52][132/198] Time 0.720 Data 0.001 top1 12.500 ( 12.393) top5 2.344 ( 2.604) | Test: [52][133/198] Time 0.744 Data 0.001 top1 10.156 ( 12.377) top5 0.781 ( 2.590) | Test: [52][134/198] Time 0.738 Data 0.001 top1 16.406 ( 12.407) top5 3.125 ( 2.594) | Test: [52][135/198] Time 0.730 Data 0.001 top1 9.375 ( 12.384) top5 1.562 ( 2.587) | Test: [52][136/198] Time 0.727 Data 0.001 top1 10.156 ( 12.368) top5 3.906 ( 2.597) | Test: [52][137/198] Time 0.735 Data 0.001 top1 12.500 ( 12.369) top5 3.125 ( 2.600) | Test: [52][138/198] Time 0.726 Data 0.000 top1 10.156 ( 12.353) top5 2.344 ( 2.599) | Test: [52][139/198] Time 0.736 Data 0.001 top1 15.625 ( 12.376) top5 2.344 ( 2.597) | Test: [52][140/198] Time 0.717 Data 0.001 top1 12.500 ( 12.377) top5 0.781 ( 2.584) | Test: [52][141/198] Time 0.718 Data 0.001 top1 14.844 ( 12.395) top5 1.562 ( 2.576) | Test: [52][142/198] Time 0.717 Data 0.001 top1 14.844 ( 12.412) top5 3.906 ( 2.586) | Test: [52][143/198] Time 0.716 Data 0.000 top1 15.625 ( 12.434) top5 0.781 ( 2.573) | Test: [52][144/198] Time 0.732 Data 0.000 top1 9.375 ( 12.413) top5 1.562 ( 2.566) | Test: [52][145/198] Time 0.733 Data 0.001 top1 14.062 ( 12.425) top5 2.344 ( 2.565) | Test: [52][146/198] Time 0.718 Data 0.001 top1 14.844 ( 12.441) top5 3.906 ( 2.574) | Test: [52][147/198] Time 0.718 Data 0.001 top1 15.625 ( 12.463) top5 3.906 ( 2.583) | Test: [52][148/198] Time 0.724 Data 0.001 top1 13.281 ( 12.468) top5 2.344 ( 2.581) | Test: [52][149/198] Time 0.718 Data 0.001 top1 18.750 ( 12.510) top5 2.344 ( 2.580) | Test: [52][150/198] Time 0.718 Data 0.001 top1 14.844 ( 12.526) top5 6.250 ( 2.604) | Test: [52][151/198] Time 0.718 Data 0.001 top1 7.812 ( 12.495) top5 1.562 ( 2.597) | Test: [52][152/198] Time 0.720 Data 0.001 top1 15.625 ( 12.515) top5 2.344 ( 2.596) | Test: [52][153/198] Time 0.724 Data 0.001 top1 12.500 ( 12.515) top5 5.469 ( 2.614) | Test: [52][154/198] Time 0.716 Data 0.001 top1 14.844 ( 12.530) top5 2.344 ( 2.613) | Test: [52][155/198] Time 0.713 Data 0.001 top1 12.500 ( 12.530) top5 0.781 ( 2.601) | Test: [52][156/198] Time 0.722 Data 0.001 top1 10.156 ( 12.515) top5 3.125 ( 2.604) | Test: [52][157/198] Time 0.723 Data 0.001 top1 14.062 ( 12.525) top5 2.344 ( 2.603) | Test: [52][158/198] Time 0.735 Data 0.001 top1 10.938 ( 12.515) top5 1.562 ( 2.596) | Test: [52][159/198] Time 0.720 Data 0.001 top1 14.844 ( 12.529) top5 1.562 ( 2.589) | Test: [52][160/198] Time 0.721 Data 0.001 top1 14.844 ( 12.544) top5 2.344 ( 2.588) | Test: [52][161/198] Time 0.717 Data 0.001 top1 11.719 ( 12.539) top5 0.781 ( 2.577) | Test: [52][162/198] Time 0.716 Data 0.001 top1 8.594 ( 12.514) top5 2.344 ( 2.575) | Test: [52][163/198] Time 0.736 Data 0.001 top1 12.500 ( 12.514) top5 2.344 ( 2.574) | Test: [52][164/198] Time 0.738 Data 0.003 top1 16.406 ( 12.538) top5 2.344 ( 2.572) | Test: [52][165/198] Time 0.737 Data 0.001 top1 10.938 ( 12.528) top5 2.344 ( 2.571) | Test: [52][166/198] Time 0.725 Data 0.001 top1 15.625 ( 12.547) top5 2.344 ( 2.570) | Test: [52][167/198] Time 0.740 Data 0.000 top1 13.281 ( 12.551) top5 2.344 ( 2.568) | Test: [52][168/198] Time 0.718 Data 0.001 top1 15.625 ( 12.570) top5 4.688 ( 2.581) | Test: [52][169/198] Time 0.714 Data 0.001 top1 13.281 ( 12.574) top5 1.562 ( 2.575) | Test: [52][170/198] Time 0.720 Data 0.001 top1 13.281 ( 12.578) top5 3.125 ( 2.578) | Test: [52][171/198] Time 0.718 Data 0.001 top1 11.719 ( 12.573) top5 4.688 ( 2.590) | Test: [52][172/198] Time 0.718 Data 0.001 top1 11.719 ( 12.568) top5 1.562 ( 2.584) | Test: [52][173/198] Time 0.714 Data 0.001 top1 12.500 ( 12.568) top5 1.562 ( 2.579) | Test: [52][174/198] Time 0.725 Data 0.001 top1 10.938 ( 12.558) top5 3.906 ( 2.586) | Test: [52][175/198] Time 0.721 Data 0.001 top1 14.844 ( 12.571) top5 2.344 ( 2.585) | Test: [52][176/198] Time 0.712 Data 0.001 top1 15.625 ( 12.589) top5 4.688 ( 2.597) | Test: [52][177/198] Time 0.724 Data 0.001 top1 13.281 ( 12.593) top5 3.125 ( 2.600) | Test: [52][178/198] Time 0.731 Data 0.001 top1 15.625 ( 12.610) top5 3.125 ( 2.603) | Test: [52][179/198] Time 0.718 Data 0.001 top1 12.500 ( 12.609) top5 2.344 ( 2.601) | Test: [52][180/198] Time 0.718 Data 0.001 top1 12.500 ( 12.609) top5 3.125 ( 2.604) | Test: [52][181/198] Time 0.717 Data 0.001 top1 8.594 ( 12.586) top5 1.562 ( 2.598) | Test: [52][182/198] Time 0.730 Data 0.001 top1 10.938 ( 12.577) top5 2.344 ( 2.597) | Test: [52][183/198] Time 0.734 Data 0.001 top1 14.062 ( 12.585) top5 4.688 ( 2.608) | Test: [52][184/198] Time 0.745 Data 0.001 top1 15.625 ( 12.602) top5 3.125 ( 2.611) | Test: [52][185/198] Time 0.723 Data 0.001 top1 14.844 ( 12.614) top5 3.125 ( 2.614) | Test: [52][186/198] Time 0.739 Data 0.001 top1 14.844 ( 12.626) top5 3.906 ( 2.621) | Test: [52][187/198] Time 0.733 Data 0.001 top1 14.844 ( 12.638) top5 1.562 ( 2.615) | Test: [52][188/198] Time 0.735 Data 0.000 top1 10.156 ( 12.625) top5 0.781 ( 2.606) | Test: [52][189/198] Time 0.725 Data 0.000 top1 10.938 ( 12.616) top5 3.906 ( 2.612) | Test: [52][190/198] Time 0.722 Data 0.000 top1 16.406 ( 12.636) top5 1.562 ( 2.607) | Test: [52][191/198] Time 0.719 Data 0.000 top1 13.281 ( 12.639) top5 2.344 ( 2.606) | Test: [52][192/198] Time 0.716 Data 0.000 top1 7.031 ( 12.610) top5 0.000 ( 2.592) | Test: [52][193/198] Time 0.715 Data 0.000 top1 11.719 ( 12.605) top5 0.781 ( 2.583) | Test: [52][194/198] Time 0.714 Data 0.000 top1 10.156 ( 12.593) top5 2.344 ( 2.581) | Test: [52][195/198] Time 0.726 Data 0.000 top1 10.156 ( 12.580) top5 2.344 ( 2.580) | Test: [52][196/198] Time 0.719 Data 0.000 top1 6.250 ( 12.548) top5 1.562 ( 2.575) | Test: [52][197/198] Time 0.259 Data 0.000 top1 14.706 ( 12.559) top5 2.941 ( 2.577) | Test: [52][198/198] Time 0.710 Data 0.000 top1 12.500 ( 12.558) top5 2.344 ( 2.576) * Finished epoch # 52 top1: 12.558 top5: 2.576 Epoch 53 => Training epoch # 53 | Epoch: [53][1/553] Time 5.196 Data 2.629 Err 0.3588 top1 7.031 top5 2.344 | Epoch: [53][2/553] Time 2.430 Data 0.001 Err 0.3616 top1 8.594 top5 3.906 | Epoch: [53][3/553] Time 2.465 Data 0.001 Err 0.2739 top1 8.594 top5 0.781 | Epoch: [53][4/553] Time 2.433 Data 0.001 Err 0.2962 top1 8.594 top5 2.344 | Epoch: [53][5/553] Time 2.443 Data 0.001 Err 0.0745 top1 0.781 top5 0.000 | Epoch: [53][6/553] Time 2.457 Data 0.001 Err 0.2500 top1 6.250 top5 3.906 | Epoch: [53][7/553] Time 2.468 Data 0.001 Err 0.2318 top1 5.469 top5 0.000 | Epoch: [53][8/553] Time 2.444 Data 0.001 Err 0.1940 top1 5.469 top5 0.781 | Epoch: [53][9/553] Time 2.436 Data 0.001 Err 0.3349 top1 7.812 top5 3.906 | Epoch: [53][10/553] Time 2.442 Data 0.000 Err 0.4071 top1 10.156 top5 3.906 | Epoch: [53][11/553] Time 2.485 Data 0.000 Err 0.3398 top1 9.375 top5 2.344 | Epoch: [53][12/553] Time 2.442 Data 0.001 Err 0.3201 top1 7.812 top5 1.562 | Epoch: [53][13/553] Time 2.432 Data 0.000 Err 0.2969 top1 6.250 top5 1.562 | Epoch: [53][14/553] Time 3.983 Data 1.552 Err 0.2401 top1 7.031 top5 2.344 | Epoch: [53][15/553] Time 2.437 Data 0.001 Err 0.2010 top1 5.469 top5 0.000 | Epoch: [53][16/553] Time 2.467 Data 0.001 Err 0.1857 top1 4.688 top5 1.562 | Epoch: [53][17/553] Time 2.478 Data 0.001 Err 0.2580 top1 8.594 top5 0.781 | Epoch: [53][18/553] Time 2.464 Data 0.001 Err 0.2298 top1 5.469 top5 0.781 | Epoch: [53][19/553] Time 2.437 Data 0.001 Err 0.3831 top1 9.375 top5 3.906 | Epoch: [53][20/553] Time 2.440 Data 0.001 Err 0.2562 top1 7.812 top5 0.781 | Epoch: [53][21/553] Time 2.434 Data 0.000 Err 0.3511 top1 8.594 top5 1.562 | Epoch: [53][22/553] Time 2.431 Data 0.000 Err 0.3358 top1 8.594 top5 1.562 | Epoch: [53][23/553] Time 2.440 Data 0.000 Err 0.2864 top1 7.031 top5 3.125 | Epoch: [53][24/553] Time 2.438 Data 0.000 Err 0.3292 top1 8.594 top5 3.125 | Epoch: [53][25/553] Time 2.434 Data 0.001 Err 0.5703 top1 18.750 top5 3.906 | Epoch: [53][26/553] Time 3.732 Data 1.296 Err 0.2574 top1 4.688 top5 0.781 | Epoch: [53][27/553] Time 4.065 Data 1.625 Err 0.4034 top1 9.375 top5 3.906 | Epoch: [53][28/553] Time 2.432 Data 0.001 Err 0.2850 top1 11.719 top5 0.781 | Epoch: [53][29/553] Time 2.429 Data 0.001 Err 0.2229 top1 3.906 top5 1.562 | Epoch: [53][30/553] Time 2.452 Data 0.001 Err 0.2399 top1 8.594 top5 0.781 | Epoch: [53][31/553] Time 2.473 Data 0.000 Err 0.2409 top1 7.031 top5 2.344 | Epoch: [53][32/553] Time 2.439 Data 0.001 Err 0.1889 top1 4.688 top5 0.781 | Epoch: [53][33/553] Time 2.436 Data 0.000 Err 0.4885 top1 12.500 top5 4.688 | Epoch: [53][34/553] Time 2.440 Data 0.001 Err 0.2217 top1 7.031 top5 0.781 | Epoch: [53][35/553] Time 2.440 Data 0.001 Err 0.2908 top1 7.812 top5 3.125 | Epoch: [53][36/553] Time 2.476 Data 0.001 Err 0.3214 top1 7.812 top5 3.125 | Epoch: [53][37/553] Time 2.444 Data 0.001 Err 0.3243 top1 7.812 top5 2.344 | Epoch: [53][38/553] Time 2.435 Data 0.001 Err 0.3290 top1 5.469 top5 4.688 | Epoch: [53][39/553] Time 2.448 Data 0.001 Err 0.5365 top1 14.062 top5 7.031 | Epoch: [53][40/553] Time 2.456 Data 0.001 Err 0.2292 top1 4.688 top5 2.344 | Epoch: [53][41/553] Time 2.467 Data 0.001 Err 0.3217 top1 7.812 top5 3.125 | Epoch: [53][42/553] Time 2.451 Data 0.001 Err 0.2405 top1 7.812 top5 0.781 | Epoch: [53][43/553] Time 2.480 Data 0.001 Err 0.2316 top1 5.469 top5 2.344 | Epoch: [53][44/553] Time 2.511 Data 0.001 Err 0.2981 top1 9.375 top5 0.781 | Epoch: [53][45/553] Time 2.449 Data 0.001 Err 0.2717 top1 7.031 top5 2.344 | Epoch: [53][46/553] Time 2.458 Data 0.001 Err 0.2607 top1 6.250 top5 3.906 | Epoch: [53][47/553] Time 2.513 Data 0.001 Err 0.2443 top1 7.031 top5 1.562 | Epoch: [53][48/553] Time 2.507 Data 0.001 Err 0.1944 top1 4.688 top5 1.562 | Epoch: [53][49/553] Time 2.502 Data 0.001 Err 0.2205 top1 7.812 top5 0.781 | Epoch: [53][50/553] Time 2.474 Data 0.001 Err 0.2482 top1 3.906 top5 3.125 | Epoch: [53][51/553] Time 2.475 Data 0.001 Err 0.1716 top1 3.906 top5 0.781 | Epoch: [53][52/553] Time 2.465 Data 0.001 Err 0.1906 top1 3.906 top5 0.781 | Epoch: [53][53/553] Time 2.449 Data 0.001 Err 0.2840 top1 8.594 top5 3.125 | Epoch: [53][54/553] Time 2.434 Data 0.001 Err 0.3154 top1 8.594 top5 3.125 | Epoch: [53][55/553] Time 2.444 Data 0.001 Err 0.3061 top1 7.031 top5 3.125 | Epoch: [53][56/553] Time 2.440 Data 0.001 Err 0.3140 top1 7.812 top5 3.125 | Epoch: [53][57/553] Time 2.471 Data 0.001 Err 0.3264 top1 9.375 top5 3.125 | Epoch: [53][58/553] Time 2.469 Data 0.001 Err 0.3274 top1 9.375 top5 1.562 | Epoch: [53][59/553] Time 2.469 Data 0.000 Err 0.2968 top1 9.375 top5 1.562 | Epoch: [53][60/553] Time 2.441 Data 0.001 Err 0.1360 top1 2.344 top5 0.781 | Epoch: [53][61/553] Time 2.449 Data 0.001 Err 0.2743 top1 7.031 top5 1.562 | Epoch: [53][62/553] Time 2.474 Data 0.001 Err 0.3647 top1 8.594 top5 3.125 | Epoch: [53][63/553] Time 2.484 Data 0.001 Err 0.2902 top1 6.250 top5 3.906 | Epoch: [53][64/553] Time 2.455 Data 0.001 Err 0.1537 top1 3.125 top5 0.000 | Epoch: [53][65/553] Time 2.454 Data 0.001 Err 0.2661 top1 7.812 top5 2.344 | Epoch: [53][66/553] Time 2.479 Data 0.002 Err 0.2965 top1 7.812 top5 1.562 | Epoch: [53][67/553] Time 2.467 Data 0.001 Err 0.3514 top1 6.250 top5 4.688 | Epoch: [53][68/553] Time 2.480 Data 0.001 Err 0.3271 top1 9.375 top5 3.125 | Epoch: [53][69/553] Time 2.430 Data 0.001 Err 0.2396 top1 7.031 top5 0.781 | Epoch: [53][70/553] Time 2.461 Data 0.001 Err 0.2498 top1 7.031 top5 1.562 | Epoch: [53][71/553] Time 2.465 Data 0.001 Err 0.4295 top1 13.281 top5 2.344 | Epoch: [53][72/553] Time 2.438 Data 0.001 Err 0.2362 top1 6.250 top5 1.562 | Epoch: [53][73/553] Time 2.439 Data 0.001 Err 0.4971 top1 14.844 top5 6.250 | Epoch: [53][74/553] Time 2.492 Data 0.001 Err 0.2417 top1 5.469 top5 2.344 | Epoch: [53][75/553] Time 2.451 Data 0.001 Err 0.3271 top1 7.812 top5 3.125 | Epoch: [53][76/553] Time 2.440 Data 0.001 Err 0.0994 top1 1.562 top5 0.781 | Epoch: [53][77/553] Time 2.452 Data 0.001 Err 0.2203 top1 5.469 top5 1.562 | Epoch: [53][78/553] Time 2.437 Data 0.001 Err 0.2931 top1 8.594 top5 2.344 | Epoch: [53][79/553] Time 2.446 Data 0.001 Err 0.3549 top1 9.375 top5 3.906 | Epoch: [53][80/553] Time 2.493 Data 0.001 Err 0.5274 top1 11.719 top5 5.469 | Epoch: [53][81/553] Time 2.455 Data 0.001 Err 0.2590 top1 7.031 top5 1.562 | Epoch: [53][82/553] Time 2.477 Data 0.001 Err 0.3216 top1 7.031 top5 3.906 | Epoch: [53][83/553] Time 2.443 Data 0.001 Err 0.2240 top1 7.031 top5 0.781 | Epoch: [53][84/553] Time 2.443 Data 0.001 Err 0.2883 top1 8.594 top5 3.125 | Epoch: [53][85/553] Time 2.445 Data 0.003 Err 0.3232 top1 8.594 top5 3.906 | Epoch: [53][86/553] Time 2.473 Data 0.001 Err 0.2472 top1 3.906 top5 2.344 | Epoch: [53][87/553] Time 2.495 Data 0.001 Err 0.3651 top1 8.594 top5 3.125 | Epoch: [53][88/553] Time 2.450 Data 0.001 Err 0.3230 top1 10.938 top5 2.344 | Epoch: [53][89/553] Time 2.437 Data 0.001 Err 0.1380 top1 2.344 top5 0.781 | Epoch: [53][90/553] Time 2.473 Data 0.001 Err 0.2897 top1 8.594 top5 2.344 | Epoch: [53][91/553] Time 2.442 Data 0.001 Err 0.1889 top1 5.469 top5 0.781 | Epoch: [53][92/553] Time 2.438 Data 0.001 Err 0.3396 top1 9.375 top5 3.906 | Epoch: [53][93/553] Time 2.456 Data 0.001 Err 0.2819 top1 6.250 top5 2.344 | Epoch: [53][94/553] Time 2.442 Data 0.001 Err 0.3318 top1 9.375 top5 3.125 | Epoch: [53][95/553] Time 2.488 Data 0.001 Err 0.3074 top1 7.812 top5 2.344 | Epoch: [53][96/553] Time 2.447 Data 0.001 Err 0.2819 top1 6.250 top5 2.344 | Epoch: [53][97/553] Time 2.459 Data 0.000 Err 0.2550 top1 7.031 top5 0.781 | Epoch: [53][98/553] Time 2.444 Data 0.001 Err 0.4180 top1 9.375 top5 4.688 | Epoch: [53][99/553] Time 2.497 Data 0.001 Err 0.3474 top1 10.156 top5 1.562 | Epoch: [53][100/553] Time 2.444 Data 0.001 Err 0.3595 top1 9.375 top5 2.344 | Epoch: [53][101/553] Time 2.438 Data 0.001 Err 0.3075 top1 8.594 top5 3.125 | Epoch: [53][102/553] Time 2.446 Data 0.001 Err 0.2719 top1 7.812 top5 1.562 | Epoch: [53][103/553] Time 2.447 Data 0.002 Err 0.3123 top1 9.375 top5 3.125 | Epoch: [53][104/553] Time 2.450 Data 0.002 Err 0.3996 top1 13.281 top5 2.344 | Epoch: [53][105/553] Time 2.444 Data 0.001 Err 0.2579 top1 6.250 top5 1.562 | Epoch: [53][106/553] Time 2.446 Data 0.001 Err 0.1469 top1 2.344 top5 0.781 | Epoch: [53][107/553] Time 2.460 Data 0.001 Err 0.2758 top1 7.812 top5 3.125 | Epoch: [53][108/553] Time 2.509 Data 0.000 Err 0.2022 top1 3.906 top5 1.562 | Epoch: [53][109/553] Time 2.478 Data 0.001 Err 0.2402 top1 7.031 top5 2.344 | Epoch: [53][110/553] Time 2.481 Data 0.001 Err 0.2222 top1 7.812 top5 0.781 | Epoch: [53][111/553] Time 2.483 Data 0.000 Err 0.2858 top1 6.250 top5 2.344 | Epoch: [53][112/553] Time 2.446 Data 0.001 Err 0.3118 top1 10.156 top5 0.000 | Epoch: [53][113/553] Time 2.460 Data 0.001 Err 0.2266 top1 5.469 top5 0.781 | Epoch: [53][114/553] Time 2.475 Data 0.001 Err 0.2295 top1 5.469 top5 1.562 | Epoch: [53][115/553] Time 2.442 Data 0.000 Err 0.5455 top1 14.062 top5 4.688 | Epoch: [53][116/553] Time 2.501 Data 0.001 Err 0.1627 top1 3.125 top5 0.781 | Epoch: [53][117/553] Time 2.450 Data 0.001 Err 0.3532 top1 7.812 top5 3.125 | Epoch: [53][118/553] Time 2.443 Data 0.001 Err 0.2498 top1 6.250 top5 2.344 | Epoch: [53][119/553] Time 2.449 Data 0.001 Err 0.1989 top1 3.906 top5 0.781 | Epoch: [53][120/553] Time 2.453 Data 0.001 Err 0.2232 top1 7.031 top5 0.781 | Epoch: [53][121/553] Time 2.484 Data 0.001 Err 0.2127 top1 4.688 top5 0.781 | Epoch: [53][122/553] Time 2.446 Data 0.001 Err 0.3134 top1 8.594 top5 3.125 | Epoch: [53][123/553] Time 2.460 Data 0.002 Err 0.2567 top1 6.250 top5 1.562 | Epoch: [53][124/553] Time 2.440 Data 0.001 Err 0.4374 top1 10.156 top5 4.688 | Epoch: [53][125/553] Time 2.451 Data 0.001 Err 0.1262 top1 2.344 top5 0.781 | Epoch: [53][126/553] Time 2.450 Data 0.001 Err 0.2837 top1 5.469 top5 2.344 | Epoch: [53][127/553] Time 2.489 Data 0.001 Err 0.2304 top1 5.469 top5 0.781 | Epoch: [53][128/553] Time 2.487 Data 0.001 Err 0.4258 top1 9.375 top5 4.688 | Epoch: [53][129/553] Time 2.450 Data 0.001 Err 0.2723 top1 8.594 top5 2.344 | Epoch: [53][130/553] Time 2.435 Data 0.001 Err 0.3395 top1 9.375 top5 2.344 | Epoch: [53][131/553] Time 2.441 Data 0.001 Err 0.3406 top1 9.375 top5 3.125 | Epoch: [53][132/553] Time 2.459 Data 0.001 Err 0.2414 top1 7.812 top5 0.000 | Epoch: [53][133/553] Time 2.473 Data 0.001 Err 0.1639 top1 3.906 top5 0.781 | Epoch: [53][134/553] Time 2.483 Data 0.001 Err 0.3296 top1 8.594 top5 3.125 | Epoch: [53][135/553] Time 2.450 Data 0.001 Err 0.2792 top1 7.031 top5 2.344 | Epoch: [53][136/553] Time 2.435 Data 0.001 Err 0.2624 top1 5.469 top5 1.562 | Epoch: [53][137/553] Time 2.447 Data 0.001 Err 0.3304 top1 6.250 top5 3.125 | Epoch: [53][138/553] Time 2.480 Data 0.001 Err 0.2530 top1 6.250 top5 2.344 | Epoch: [53][139/553] Time 2.465 Data 0.001 Err 0.3326 top1 7.031 top5 4.688 | Epoch: [53][140/553] Time 2.439 Data 0.001 Err 0.2517 top1 7.812 top5 0.781 | Epoch: [53][141/553] Time 2.435 Data 0.001 Err 0.2808 top1 8.594 top5 2.344 | Epoch: [53][142/553] Time 2.496 Data 0.005 Err 0.1863 top1 6.250 top5 0.781 | Epoch: [53][143/553] Time 2.443 Data 0.001 Err 0.3321 top1 9.375 top5 3.906 | Epoch: [53][144/553] Time 2.449 Data 0.001 Err 0.3510 top1 8.594 top5 3.906 | Epoch: [53][145/553] Time 2.451 Data 0.001 Err 0.3295 top1 9.375 top5 1.562 | Epoch: [53][146/553] Time 2.476 Data 0.001 Err 0.2363 top1 6.250 top5 2.344 | Epoch: [53][147/553] Time 2.478 Data 0.001 Err 0.2138 top1 6.250 top5 0.781 | Epoch: [53][148/553] Time 2.444 Data 0.001 Err 0.2205 top1 5.469 top5 1.562 | Epoch: [53][149/553] Time 2.440 Data 0.001 Err 0.2554 top1 7.031 top5 1.562 | Epoch: [53][150/553] Time 2.473 Data 0.001 Err 0.3253 top1 6.250 top5 2.344 | Epoch: [53][151/553] Time 2.442 Data 0.001 Err 0.5057 top1 11.719 top5 5.469 | Epoch: [53][152/553] Time 2.442 Data 0.001 Err 0.3066 top1 7.812 top5 2.344 | Epoch: [53][153/553] Time 2.438 Data 0.001 Err 0.2968 top1 6.250 top5 0.000 | Epoch: [53][154/553] Time 2.507 Data 0.001 Err 0.3444 top1 11.719 top5 2.344 | Epoch: [53][155/553] Time 2.487 Data 0.000 Err 0.1784 top1 4.688 top5 0.781 | Epoch: [53][156/553] Time 2.451 Data 0.001 Err 0.2727 top1 7.031 top5 3.125 | Epoch: [53][157/553] Time 2.447 Data 0.001 Err 0.3325 top1 7.812 top5 1.562 | Epoch: [53][158/553] Time 2.465 Data 0.001 Err 0.3562 top1 10.156 top5 3.906 | Epoch: [53][159/553] Time 2.467 Data 0.001 Err 0.1706 top1 5.469 top5 0.781 | Epoch: [53][160/553] Time 2.485 Data 0.001 Err 0.3720 top1 9.375 top5 2.344 | Epoch: [53][161/553] Time 2.440 Data 0.003 Err 0.3846 top1 10.938 top5 3.906 | Epoch: [53][162/553] Time 2.468 Data 0.000 Err 0.4445 top1 9.375 top5 4.688 | Epoch: [53][163/553] Time 2.488 Data 0.001 Err 0.2035 top1 4.688 top5 1.562 | Epoch: [53][164/553] Time 2.447 Data 0.001 Err 0.3013 top1 9.375 top5 1.562 | Epoch: [53][165/553] Time 2.451 Data 0.001 Err 0.4132 top1 10.156 top5 2.344 | Epoch: [53][166/553] Time 2.443 Data 0.001 Err 0.2819 top1 6.250 top5 0.781 | Epoch: [53][167/553] Time 2.455 Data 0.001 Err 0.3161 top1 9.375 top5 2.344 | Epoch: [53][168/553] Time 2.448 Data 0.001 Err 0.2314 top1 7.031 top5 1.562 | Epoch: [53][169/553] Time 2.512 Data 0.001 Err 0.2581 top1 6.250 top5 0.781 | Epoch: [53][170/553] Time 2.440 Data 0.001 Err 0.2981 top1 5.469 top5 3.125 | Epoch: [53][171/553] Time 2.493 Data 0.001 Err 0.3863 top1 10.938 top5 3.906 | Epoch: [53][172/553] Time 2.444 Data 0.001 Err 0.2648 top1 6.250 top5 2.344 | Epoch: [53][173/553] Time 2.466 Data 0.001 Err 0.2056 top1 3.906 top5 0.781 | Epoch: [53][174/553] Time 2.443 Data 0.000 Err 0.4338 top1 12.500 top5 3.906 | Epoch: [53][175/553] Time 2.450 Data 0.001 Err 0.2282 top1 2.344 top5 1.562 | Epoch: [53][176/553] Time 2.450 Data 0.001 Err 0.2634 top1 7.812 top5 1.562 | Epoch: [53][177/553] Time 2.437 Data 0.001 Err 0.2107 top1 6.250 top5 0.781 | Epoch: [53][178/553] Time 2.458 Data 0.000 Err 0.2953 top1 8.594 top5 2.344 | Epoch: [53][179/553] Time 2.454 Data 0.001 Err 0.3672 top1 10.938 top5 2.344 | Epoch: [53][180/553] Time 2.440 Data 0.003 Err 0.3753 top1 7.812 top5 3.125 | Epoch: [53][181/553] Time 2.443 Data 0.001 Err 0.2470 top1 10.156 top5 0.781 | Epoch: [53][182/553] Time 2.468 Data 0.001 Err 0.3294 top1 7.031 top5 4.688 | Epoch: [53][183/553] Time 2.448 Data 0.001 Err 0.2896 top1 7.031 top5 3.125 | Epoch: [53][184/553] Time 2.443 Data 0.001 Err 0.2875 top1 7.031 top5 3.125 | Epoch: [53][185/553] Time 2.461 Data 0.001 Err 0.2982 top1 8.594 top5 0.781 | Epoch: [53][186/553] Time 2.441 Data 0.001 Err 0.3089 top1 7.812 top5 3.125 | Epoch: [53][187/553] Time 2.433 Data 0.001 Err 0.2722 top1 10.156 top5 1.562 | Epoch: [53][188/553] Time 2.445 Data 0.001 Err 0.2565 top1 7.812 top5 0.781 | Epoch: [53][189/553] Time 2.442 Data 0.001 Err 0.3882 top1 11.719 top5 3.125 | Epoch: [53][190/553] Time 2.450 Data 0.001 Err 0.3309 top1 7.031 top5 3.125 | Epoch: [53][191/553] Time 2.503 Data 0.001 Err 0.3747 top1 9.375 top5 1.562 | Epoch: [53][192/553] Time 2.446 Data 0.000 Err 0.2276 top1 6.250 top5 0.000 | Epoch: [53][193/553] Time 2.438 Data 0.001 Err 0.3588 top1 9.375 top5 4.688 | Epoch: [53][194/553] Time 2.443 Data 0.001 Err 0.2684 top1 7.812 top5 1.562 | Epoch: [53][195/553] Time 2.466 Data 0.001 Err 0.2093 top1 7.031 top5 0.000 | Epoch: [53][196/553] Time 2.442 Data 0.001 Err 0.4168 top1 10.156 top5 6.250 | Epoch: [53][197/553] Time 2.451 Data 0.001 Err 0.4337 top1 9.375 top5 2.344 | Epoch: [53][198/553] Time 2.511 Data 0.001 Err 0.2963 top1 8.594 top5 0.781 | Epoch: [53][199/553] Time 2.435 Data 0.002 Err 0.2900 top1 9.375 top5 2.344 | Epoch: [53][200/553] Time 2.436 Data 0.001 Err 0.2238 top1 5.469 top5 2.344 | Epoch: [53][201/553] Time 2.437 Data 0.000 Err 0.1960 top1 5.469 top5 0.781 | Epoch: [53][202/553] Time 2.490 Data 0.000 Err 0.3956 top1 9.375 top5 2.344 | Epoch: [53][203/553] Time 2.463 Data 0.001 Err 0.2136 top1 3.906 top5 1.562 | Epoch: [53][204/553] Time 2.459 Data 0.001 Err 0.2534 top1 7.031 top5 1.562 | Epoch: [53][205/553] Time 2.440 Data 0.003 Err 0.2107 top1 5.469 top5 1.562 | Epoch: [53][206/553] Time 2.463 Data 0.000 Err 0.1930 top1 5.469 top5 0.000 | Epoch: [53][207/553] Time 2.475 Data 0.001 Err 0.4155 top1 11.719 top5 5.469 | Epoch: [53][208/553] Time 2.447 Data 0.003 Err 0.2877 top1 10.156 top5 0.781 | Epoch: [53][209/553] Time 2.455 Data 0.001 Err 0.3739 top1 9.375 top5 2.344 | Epoch: [53][210/553] Time 2.461 Data 0.001 Err 0.3728 top1 8.594 top5 2.344 | Epoch: [53][211/553] Time 2.461 Data 0.001 Err 0.2270 top1 6.250 top5 2.344 | Epoch: [53][212/553] Time 2.440 Data 0.001 Err 0.2792 top1 5.469 top5 3.125 | Epoch: [53][213/553] Time 2.476 Data 0.001 Err 0.3329 top1 8.594 top5 0.781 | Epoch: [53][214/553] Time 2.442 Data 0.001 Err 0.3342 top1 10.156 top5 2.344 | Epoch: [53][215/553] Time 2.444 Data 0.001 Err 0.3823 top1 10.938 top5 3.906 | Epoch: [53][216/553] Time 2.447 Data 0.001 Err 0.3499 top1 10.938 top5 1.562 | Epoch: [53][217/553] Time 2.437 Data 0.001 Err 0.3060 top1 10.156 top5 3.125 | Epoch: [53][218/553] Time 2.449 Data 0.003 Err 0.2878 top1 7.812 top5 1.562 | Epoch: [53][219/553] Time 2.472 Data 0.001 Err 0.2471 top1 7.031 top5 2.344 | Epoch: [53][220/553] Time 2.451 Data 0.001 Err 0.4243 top1 10.938 top5 3.125 | Epoch: [53][221/553] Time 2.452 Data 0.000 Err 0.3263 top1 10.938 top5 2.344 | Epoch: [53][222/553] Time 2.448 Data 0.001 Err 0.3548 top1 7.031 top5 3.125 | Epoch: [53][223/553] Time 2.469 Data 0.001 Err 0.3012 top1 7.031 top5 2.344 | Epoch: [53][224/553] Time 2.435 Data 0.001 Err 0.1694 top1 3.906 top5 0.000 | Epoch: [53][225/553] Time 2.449 Data 0.001 Err 0.3522 top1 10.938 top5 1.562 | Epoch: [53][226/553] Time 2.511 Data 0.001 Err 0.3749 top1 10.938 top5 3.125 | Epoch: [53][227/553] Time 2.433 Data 0.001 Err 0.2716 top1 8.594 top5 1.562 | Epoch: [53][228/553] Time 2.465 Data 0.001 Err 0.2780 top1 7.031 top5 1.562 | Epoch: [53][229/553] Time 2.439 Data 0.001 Err 0.2376 top1 5.469 top5 1.562 | Epoch: [53][230/553] Time 2.487 Data 0.001 Err 0.2295 top1 7.031 top5 0.000 | Epoch: [53][231/553] Time 2.449 Data 0.001 Err 0.2330 top1 5.469 top5 1.562 | Epoch: [53][232/553] Time 2.488 Data 0.000 Err 0.3295 top1 8.594 top5 3.906 | Epoch: [53][233/553] Time 2.454 Data 0.001 Err 0.1491 top1 4.688 top5 0.000 | Epoch: [53][234/553] Time 2.455 Data 0.001 Err 0.2063 top1 6.250 top5 0.781 | Epoch: [53][235/553] Time 2.445 Data 0.001 Err 0.3434 top1 10.938 top5 3.125 | Epoch: [53][236/553] Time 2.447 Data 0.001 Err 0.2815 top1 7.812 top5 2.344 | Epoch: [53][237/553] Time 2.444 Data 0.002 Err 0.3008 top1 9.375 top5 2.344 | Epoch: [53][238/553] Time 2.440 Data 0.001 Err 0.3046 top1 10.938 top5 0.781 | Epoch: [53][239/553] Time 2.461 Data 0.001 Err 0.4506 top1 12.500 top5 3.906 | Epoch: [53][240/553] Time 2.452 Data 0.001 Err 0.2754 top1 8.594 top5 3.125 | Epoch: [53][241/553] Time 2.436 Data 0.001 Err 0.2218 top1 7.812 top5 1.562 | Epoch: [53][242/553] Time 2.474 Data 0.000 Err 0.2692 top1 8.594 top5 1.562 | Epoch: [53][243/553] Time 2.437 Data 0.001 Err 0.1989 top1 7.031 top5 0.781 | Epoch: [53][244/553] Time 2.475 Data 0.001 Err 0.3311 top1 10.156 top5 2.344 | Epoch: [53][245/553] Time 2.446 Data 0.001 Err 0.1726 top1 3.906 top5 0.000 | Epoch: [53][246/553] Time 2.436 Data 0.001 Err 0.2963 top1 7.031 top5 3.125 | Epoch: [53][247/553] Time 2.446 Data 0.001 Err 0.3436 top1 7.031 top5 2.344 | Epoch: [53][248/553] Time 2.472 Data 0.001 Err 0.2516 top1 7.031 top5 1.562 | Epoch: [53][249/553] Time 2.475 Data 0.001 Err 0.2319 top1 4.688 top5 3.906 | Epoch: [53][250/553] Time 2.437 Data 0.000 Err 0.1696 top1 4.688 top5 0.000 | Epoch: [53][251/553] Time 2.440 Data 0.001 Err 0.3017 top1 7.812 top5 3.906 | Epoch: [53][252/553] Time 2.436 Data 0.001 Err 0.2754 top1 9.375 top5 0.781 | Epoch: [53][253/553] Time 2.472 Data 0.001 Err 0.3181 top1 8.594 top5 2.344 | Epoch: [53][254/553] Time 2.519 Data 0.001 Err 0.2486 top1 7.031 top5 0.781 | Epoch: [53][255/553] Time 2.442 Data 0.001 Err 0.3045 top1 8.594 top5 1.562 | Epoch: [53][256/553] Time 2.442 Data 0.001 Err 0.3072 top1 10.156 top5 3.125 | Epoch: [53][257/553] Time 2.432 Data 0.001 Err 0.3013 top1 6.250 top5 3.125 | Epoch: [53][258/553] Time 2.444 Data 0.001 Err 0.2701 top1 8.594 top5 1.562 | Epoch: [53][259/553] Time 2.499 Data 0.001 Err 0.3160 top1 7.812 top5 3.125 | Epoch: [53][260/553] Time 2.444 Data 0.000 Err 0.3026 top1 6.250 top5 2.344 | Epoch: [53][261/553] Time 2.439 Data 0.001 Err 0.3472 top1 7.031 top5 3.906 | Epoch: [53][262/553] Time 2.461 Data 0.001 Err 0.2773 top1 8.594 top5 2.344 | Epoch: [53][263/553] Time 2.481 Data 0.001 Err 0.2481 top1 7.031 top5 1.562 | Epoch: [53][264/553] Time 2.466 Data 0.001 Err 0.2626 top1 6.250 top5 0.000 | Epoch: [53][265/553] Time 2.442 Data 0.001 Err 0.2899 top1 8.594 top5 1.562 | Epoch: [53][266/553] Time 2.442 Data 0.001 Err 0.3103 top1 9.375 top5 3.906 | Epoch: [53][267/553] Time 2.455 Data 0.001 Err 0.2599 top1 8.594 top5 1.562 | Epoch: [53][268/553] Time 2.524 Data 0.001 Err 0.2018 top1 3.906 top5 1.562 | Epoch: [53][269/553] Time 2.517 Data 0.001 Err 0.3364 top1 6.250 top5 3.125 | Epoch: [53][270/553] Time 2.454 Data 0.001 Err 0.3855 top1 12.500 top5 2.344 | Epoch: [53][271/553] Time 2.444 Data 0.001 Err 0.2705 top1 7.812 top5 2.344 | Epoch: [53][272/553] Time 2.466 Data 0.001 Err 0.3989 top1 11.719 top5 4.688 | Epoch: [53][273/553] Time 2.448 Data 0.001 Err 0.3046 top1 8.594 top5 1.562 | Epoch: [53][274/553] Time 2.449 Data 0.001 Err 0.1622 top1 4.688 top5 0.781 | Epoch: [53][275/553] Time 2.438 Data 0.001 Err 0.3841 top1 10.156 top5 3.125 | Epoch: [53][276/553] Time 2.471 Data 0.001 Err 0.3427 top1 8.594 top5 2.344 | Epoch: [53][277/553] Time 2.446 Data 0.001 Err 0.2476 top1 2.344 top5 2.344 | Epoch: [53][278/553] Time 2.502 Data 0.001 Err 0.3415 top1 8.594 top5 3.906 | Epoch: [53][279/553] Time 2.438 Data 0.001 Err 0.3628 top1 7.812 top5 2.344 | Epoch: [53][280/553] Time 2.511 Data 0.001 Err 0.3455 top1 9.375 top5 3.125 | Epoch: [53][281/553] Time 2.476 Data 0.001 Err 0.2800 top1 9.375 top5 2.344 | Epoch: [53][282/553] Time 2.470 Data 0.001 Err 0.2924 top1 7.812 top5 2.344 | Epoch: [53][283/553] Time 2.453 Data 0.001 Err 0.1526 top1 4.688 top5 0.781 | Epoch: [53][284/553] Time 2.476 Data 0.001 Err 0.3012 top1 7.812 top5 0.781 | Epoch: [53][285/553] Time 2.470 Data 0.001 Err 0.2624 top1 7.031 top5 1.562 | Epoch: [53][286/553] Time 2.534 Data 0.001 Err 0.2657 top1 7.812 top5 2.344 | Epoch: [53][287/553] Time 2.468 Data 0.001 Err 0.2692 top1 8.594 top5 1.562 | Epoch: [53][288/553] Time 2.472 Data 0.001 Err 0.1974 top1 7.031 top5 0.781 | Epoch: [53][289/553] Time 2.518 Data 0.001 Err 0.2601 top1 8.594 top5 0.781 | Epoch: [53][290/553] Time 2.481 Data 0.001 Err 0.2783 top1 5.469 top5 2.344 | Epoch: [53][291/553] Time 2.434 Data 0.001 Err 0.5597 top1 14.844 top5 5.469 | Epoch: [53][292/553] Time 2.498 Data 0.001 Err 0.1927 top1 6.250 top5 1.562 | Epoch: [53][293/553] Time 2.479 Data 0.001 Err 0.4142 top1 11.719 top5 2.344 | Epoch: [53][294/553] Time 2.470 Data 0.004 Err 0.2879 top1 6.250 top5 3.125 | Epoch: [53][295/553] Time 2.455 Data 0.001 Err 0.2107 top1 5.469 top5 0.781 | Epoch: [53][296/553] Time 2.469 Data 0.001 Err 0.3980 top1 11.719 top5 2.344 | Epoch: [53][297/553] Time 2.460 Data 0.001 Err 0.3384 top1 10.156 top5 1.562 | Epoch: [53][298/553] Time 2.472 Data 0.001 Err 0.2089 top1 4.688 top5 1.562 | Epoch: [53][299/553] Time 2.476 Data 0.001 Err 0.3771 top1 8.594 top5 3.125 | Epoch: [53][300/553] Time 2.456 Data 0.001 Err 0.1342 top1 2.344 top5 0.781 | Epoch: [53][301/553] Time 2.441 Data 0.001 Err 0.3359 top1 8.594 top5 3.125 | Epoch: [53][302/553] Time 2.483 Data 0.001 Err 0.2951 top1 8.594 top5 2.344 | Epoch: [53][303/553] Time 2.505 Data 0.001 Err 0.3506 top1 9.375 top5 3.906 | Epoch: [53][304/553] Time 2.449 Data 0.001 Err 0.3939 top1 11.719 top5 3.125 | Epoch: [53][305/553] Time 2.443 Data 0.001 Err 0.2873 top1 7.031 top5 1.562 | Epoch: [53][306/553] Time 2.442 Data 0.000 Err 0.3017 top1 7.812 top5 2.344 | Epoch: [53][307/553] Time 2.487 Data 0.000 Err 0.2367 top1 7.812 top5 1.562 | Epoch: [53][308/553] Time 2.476 Data 0.001 Err 0.2564 top1 7.812 top5 1.562 | Epoch: [53][309/553] Time 2.439 Data 0.001 Err 0.3097 top1 6.250 top5 2.344 | Epoch: [53][310/553] Time 2.468 Data 0.001 Err 0.2099 top1 4.688 top5 1.562 | Epoch: [53][311/553] Time 2.441 Data 0.001 Err 0.2572 top1 8.594 top5 0.781 | Epoch: [53][312/553] Time 2.445 Data 0.001 Err 0.1794 top1 4.688 top5 0.000 | Epoch: [53][313/553] Time 2.448 Data 0.005 Err 0.1288 top1 3.906 top5 0.781 | Epoch: [53][314/553] Time 2.478 Data 0.000 Err 0.3441 top1 8.594 top5 3.125 | Epoch: [53][315/553] Time 2.448 Data 0.001 Err 0.4489 top1 11.719 top5 2.344 | Epoch: [53][316/553] Time 2.441 Data 0.001 Err 0.3474 top1 8.594 top5 3.906 | Epoch: [53][317/553] Time 2.441 Data 0.001 Err 0.2662 top1 4.688 top5 1.562 | Epoch: [53][318/553] Time 2.438 Data 0.001 Err 0.3619 top1 7.812 top5 3.125 | Epoch: [53][319/553] Time 2.468 Data 0.001 Err 0.2276 top1 7.031 top5 1.562 | Epoch: [53][320/553] Time 2.443 Data 0.001 Err 0.2142 top1 3.906 top5 1.562 | Epoch: [53][321/553] Time 2.465 Data 0.001 Err 0.2529 top1 7.812 top5 1.562 | Epoch: [53][322/553] Time 2.463 Data 0.001 Err 0.3644 top1 7.031 top5 5.469 | Epoch: [53][323/553] Time 2.449 Data 0.001 Err 0.2893 top1 10.156 top5 3.125 | Epoch: [53][324/553] Time 2.486 Data 0.001 Err 0.1903 top1 6.250 top5 1.562 | Epoch: [53][325/553] Time 2.439 Data 0.001 Err 0.3155 top1 8.594 top5 1.562 | Epoch: [53][326/553] Time 2.459 Data 0.001 Err 0.2112 top1 3.906 top5 0.781 | Epoch: [53][327/553] Time 2.439 Data 0.001 Err 0.2578 top1 7.031 top5 0.781 | Epoch: [53][328/553] Time 2.449 Data 0.001 Err 0.2438 top1 5.469 top5 2.344 | Epoch: [53][329/553] Time 2.478 Data 0.001 Err 0.3186 top1 8.594 top5 3.125 | Epoch: [53][330/553] Time 2.481 Data 0.001 Err 0.2282 top1 6.250 top5 1.562 | Epoch: [53][331/553] Time 2.462 Data 0.001 Err 0.2077 top1 7.812 top5 0.000 | Epoch: [53][332/553] Time 2.445 Data 0.002 Err 0.2478 top1 7.031 top5 2.344 | Epoch: [53][333/553] Time 2.437 Data 0.001 Err 0.2376 top1 5.469 top5 3.125 | Epoch: [53][334/553] Time 2.481 Data 0.001 Err 0.2350 top1 5.469 top5 2.344 | Epoch: [53][335/553] Time 2.475 Data 0.001 Err 0.2659 top1 7.812 top5 2.344 | Epoch: [53][336/553] Time 2.436 Data 0.001 Err 0.4106 top1 9.375 top5 3.906 | Epoch: [53][337/553] Time 2.455 Data 0.001 Err 0.1434 top1 6.250 top5 0.781 | Epoch: [53][338/553] Time 2.474 Data 0.001 Err 0.3577 top1 8.594 top5 2.344 | Epoch: [53][339/553] Time 2.453 Data 0.001 Err 0.1983 top1 5.469 top5 0.000 | Epoch: [53][340/553] Time 2.482 Data 0.001 Err 0.2431 top1 6.250 top5 3.125 | Epoch: [53][341/553] Time 2.440 Data 0.001 Err 0.3695 top1 11.719 top5 3.125 | Epoch: [53][342/553] Time 2.442 Data 0.001 Err 0.4166 top1 10.938 top5 3.125 | Epoch: [53][343/553] Time 2.502 Data 0.001 Err 0.4033 top1 8.594 top5 3.906 | Epoch: [53][344/553] Time 2.447 Data 0.001 Err 0.2206 top1 5.469 top5 1.562 | Epoch: [53][345/553] Time 2.489 Data 0.001 Err 0.3230 top1 8.594 top5 3.125 | Epoch: [53][346/553] Time 2.438 Data 0.001 Err 0.3791 top1 8.594 top5 3.906 | Epoch: [53][347/553] Time 2.476 Data 0.001 Err 0.2450 top1 7.031 top5 2.344 | Epoch: [53][348/553] Time 2.492 Data 0.001 Err 0.4127 top1 8.594 top5 3.125 | Epoch: [53][349/553] Time 2.480 Data 0.001 Err 0.3028 top1 7.812 top5 0.781 | Epoch: [53][350/553] Time 2.431 Data 0.001 Err 0.2006 top1 3.906 top5 0.781 | Epoch: [53][351/553] Time 2.461 Data 0.005 Err 0.2861 top1 7.031 top5 2.344 | Epoch: [53][352/553] Time 2.453 Data 0.001 Err 0.2226 top1 5.469 top5 0.781 | Epoch: [53][353/553] Time 2.473 Data 0.001 Err 0.2494 top1 5.469 top5 2.344 | Epoch: [53][354/553] Time 2.493 Data 0.001 Err 0.3645 top1 9.375 top5 3.906 | Epoch: [53][355/553] Time 2.474 Data 0.001 Err 0.2483 top1 7.812 top5 1.562 | Epoch: [53][356/553] Time 2.482 Data 0.001 Err 0.2431 top1 4.688 top5 1.562 | Epoch: [53][357/553] Time 2.507 Data 0.001 Err 0.3248 top1 9.375 top5 2.344 | Epoch: [53][358/553] Time 2.442 Data 0.001 Err 0.4981 top1 14.062 top5 3.906 | Epoch: [53][359/553] Time 2.511 Data 0.001 Err 0.3049 top1 7.812 top5 3.125 | Epoch: [53][360/553] Time 2.436 Data 0.001 Err 0.3219 top1 8.594 top5 2.344 | Epoch: [53][361/553] Time 2.472 Data 0.001 Err 0.3321 top1 9.375 top5 2.344 | Epoch: [53][362/553] Time 2.456 Data 0.001 Err 0.2816 top1 7.812 top5 1.562 | Epoch: [53][363/553] Time 2.482 Data 0.001 Err 0.2327 top1 4.688 top5 1.562 | Epoch: [53][364/553] Time 2.455 Data 0.001 Err 0.2912 top1 8.594 top5 2.344 | Epoch: [53][365/553] Time 2.479 Data 0.001 Err 0.1720 top1 3.906 top5 1.562 | Epoch: [53][366/553] Time 2.489 Data 0.001 Err 0.3091 top1 10.938 top5 0.781 | Epoch: [53][367/553] Time 2.477 Data 0.001 Err 0.3627 top1 6.250 top5 2.344 | Epoch: [53][368/553] Time 2.446 Data 0.001 Err 0.6167 top1 14.062 top5 7.812 | Epoch: [53][369/553] Time 2.459 Data 0.001 Err 0.3606 top1 8.594 top5 3.125 | Epoch: [53][370/553] Time 2.444 Data 0.004 Err 0.2059 top1 5.469 top5 0.781 | Epoch: [53][371/553] Time 2.439 Data 0.001 Err 0.2926 top1 11.719 top5 1.562 | Epoch: [53][372/553] Time 2.483 Data 0.001 Err 0.3010 top1 6.250 top5 3.125 | Epoch: [53][373/553] Time 2.478 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [53][374/553] Time 2.454 Data 0.001 Err 0.1978 top1 7.031 top5 0.000 | Epoch: [53][375/553] Time 2.452 Data 0.001 Err 0.3073 top1 7.031 top5 2.344 | Epoch: [53][376/553] Time 2.433 Data 0.001 Err 0.2528 top1 8.594 top5 2.344 | Epoch: [53][377/553] Time 2.468 Data 0.001 Err 0.2217 top1 4.688 top5 0.781 | Epoch: [53][378/553] Time 2.489 Data 0.001 Err 0.3771 top1 10.156 top5 0.781 | Epoch: [53][379/553] Time 2.503 Data 0.001 Err 0.2868 top1 7.812 top5 0.781 | Epoch: [53][380/553] Time 2.450 Data 0.001 Err 0.4158 top1 11.719 top5 5.469 | Epoch: [53][381/553] Time 2.479 Data 0.001 Err 0.2851 top1 7.812 top5 2.344 | Epoch: [53][382/553] Time 2.443 Data 0.001 Err 0.2330 top1 6.250 top5 1.562 | Epoch: [53][383/553] Time 2.506 Data 0.001 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [53][384/553] Time 2.433 Data 0.001 Err 0.2741 top1 6.250 top5 3.906 | Epoch: [53][385/553] Time 2.441 Data 0.001 Err 0.2986 top1 8.594 top5 2.344 | Epoch: [53][386/553] Time 2.435 Data 0.001 Err 0.2206 top1 5.469 top5 2.344 | Epoch: [53][387/553] Time 2.472 Data 0.001 Err 0.1979 top1 6.250 top5 1.562 | Epoch: [53][388/553] Time 2.446 Data 0.001 Err 0.1855 top1 4.688 top5 0.781 | Epoch: [53][389/553] Time 2.511 Data 0.003 Err 0.1798 top1 5.469 top5 0.781 | Epoch: [53][390/553] Time 2.468 Data 0.001 Err 0.3853 top1 11.719 top5 3.125 | Epoch: [53][391/553] Time 2.531 Data 0.001 Err 0.2133 top1 6.250 top5 0.781 | Epoch: [53][392/553] Time 2.442 Data 0.001 Err 0.4131 top1 11.719 top5 3.906 | Epoch: [53][393/553] Time 2.506 Data 0.001 Err 0.1560 top1 3.906 top5 0.000 | Epoch: [53][394/553] Time 2.485 Data 0.001 Err 0.3360 top1 7.812 top5 3.906 | Epoch: [53][395/553] Time 2.470 Data 0.001 Err 0.3253 top1 7.812 top5 3.125 | Epoch: [53][396/553] Time 2.437 Data 0.001 Err 0.1311 top1 2.344 top5 0.781 | Epoch: [53][397/553] Time 2.479 Data 0.001 Err 0.2255 top1 3.906 top5 3.125 | Epoch: [53][398/553] Time 2.450 Data 0.001 Err 0.2993 top1 8.594 top5 3.125 | Epoch: [53][399/553] Time 2.479 Data 0.001 Err 0.1839 top1 5.469 top5 1.562 | Epoch: [53][400/553] Time 2.442 Data 0.000 Err 0.2154 top1 4.688 top5 0.781 | Epoch: [53][401/553] Time 2.447 Data 0.001 Err 0.2918 top1 7.812 top5 2.344 | Epoch: [53][402/553] Time 2.432 Data 0.001 Err 0.3674 top1 8.594 top5 5.469 | Epoch: [53][403/553] Time 2.475 Data 0.001 Err 0.1545 top1 3.906 top5 0.781 | Epoch: [53][404/553] Time 2.465 Data 0.001 Err 0.2286 top1 5.469 top5 1.562 | Epoch: [53][405/553] Time 2.482 Data 0.001 Err 0.3556 top1 8.594 top5 3.125 | Epoch: [53][406/553] Time 2.523 Data 0.001 Err 0.4100 top1 10.938 top5 4.688 | Epoch: [53][407/553] Time 2.517 Data 0.001 Err 0.4174 top1 13.281 top5 3.906 | Epoch: [53][408/553] Time 2.448 Data 0.002 Err 0.2336 top1 4.688 top5 3.125 | Epoch: [53][409/553] Time 2.450 Data 0.001 Err 0.2243 top1 5.469 top5 2.344 | Epoch: [53][410/553] Time 2.476 Data 0.001 Err 0.2949 top1 8.594 top5 1.562 | Epoch: [53][411/553] Time 2.523 Data 0.001 Err 0.3817 top1 11.719 top5 4.688 | Epoch: [53][412/553] Time 2.497 Data 0.001 Err 0.3446 top1 11.719 top5 2.344 | Epoch: [53][413/553] Time 2.442 Data 0.001 Err 0.3827 top1 11.719 top5 2.344 | Epoch: [53][414/553] Time 2.471 Data 0.001 Err 0.3066 top1 7.031 top5 3.125 | Epoch: [53][415/553] Time 2.472 Data 0.001 Err 0.3331 top1 12.500 top5 3.125 | Epoch: [53][416/553] Time 2.452 Data 0.001 Err 0.2373 top1 6.250 top5 2.344 | Epoch: [53][417/553] Time 2.440 Data 0.001 Err 0.3982 top1 10.156 top5 3.125 | Epoch: [53][418/553] Time 2.478 Data 0.001 Err 0.3470 top1 11.719 top5 1.562 | Epoch: [53][419/553] Time 2.487 Data 0.001 Err 0.3448 top1 10.156 top5 3.125 | Epoch: [53][420/553] Time 2.459 Data 0.001 Err 0.1763 top1 4.688 top5 1.562 | Epoch: [53][421/553] Time 2.484 Data 0.001 Err 0.4696 top1 9.375 top5 6.250 | Epoch: [53][422/553] Time 2.469 Data 0.001 Err 0.2258 top1 4.688 top5 1.562 | Epoch: [53][423/553] Time 2.452 Data 0.001 Err 0.2235 top1 6.250 top5 1.562 | Epoch: [53][424/553] Time 2.482 Data 0.001 Err 0.2543 top1 5.469 top5 1.562 | Epoch: [53][425/553] Time 2.480 Data 0.001 Err 0.3765 top1 8.594 top5 4.688 | Epoch: [53][426/553] Time 2.460 Data 0.001 Err 0.3079 top1 7.812 top5 2.344 | Epoch: [53][427/553] Time 2.482 Data 0.003 Err 0.1986 top1 6.250 top5 1.562 | Epoch: [53][428/553] Time 2.468 Data 0.001 Err 0.5244 top1 14.062 top5 4.688 | Epoch: [53][429/553] Time 2.515 Data 0.001 Err 0.3730 top1 9.375 top5 2.344 | Epoch: [53][430/553] Time 2.508 Data 0.001 Err 0.2477 top1 6.250 top5 0.781 | Epoch: [53][431/553] Time 2.529 Data 0.001 Err 0.3046 top1 3.906 top5 3.125 | Epoch: [53][432/553] Time 2.486 Data 0.001 Err 0.2093 top1 3.906 top5 2.344 | Epoch: [53][433/553] Time 2.445 Data 0.001 Err 0.3117 top1 9.375 top5 2.344 | Epoch: [53][434/553] Time 2.482 Data 0.001 Err 0.3833 top1 9.375 top5 3.125 | Epoch: [53][435/553] Time 2.467 Data 0.001 Err 0.3735 top1 10.938 top5 1.562 | Epoch: [53][436/553] Time 2.443 Data 0.001 Err 0.3444 top1 7.812 top5 4.688 | Epoch: [53][437/553] Time 2.464 Data 0.001 Err 0.3096 top1 10.156 top5 2.344 | Epoch: [53][438/553] Time 2.446 Data 0.001 Err 0.2523 top1 7.031 top5 2.344 | Epoch: [53][439/553] Time 2.463 Data 0.001 Err 0.2489 top1 7.031 top5 0.781 | Epoch: [53][440/553] Time 2.438 Data 0.001 Err 0.3514 top1 9.375 top5 1.562 | Epoch: [53][441/553] Time 2.529 Data 0.000 Err 0.3977 top1 10.156 top5 3.125 | Epoch: [53][442/553] Time 2.448 Data 0.001 Err 0.2097 top1 4.688 top5 2.344 | Epoch: [53][443/553] Time 2.434 Data 0.001 Err 0.2103 top1 7.031 top5 0.781 | Epoch: [53][444/553] Time 2.494 Data 0.001 Err 0.2932 top1 9.375 top5 1.562 | Epoch: [53][445/553] Time 2.474 Data 0.001 Err 0.4017 top1 11.719 top5 3.125 | Epoch: [53][446/553] Time 2.472 Data 0.003 Err 0.3028 top1 7.812 top5 2.344 | Epoch: [53][447/553] Time 2.479 Data 0.001 Err 0.2054 top1 7.031 top5 0.000 | Epoch: [53][448/553] Time 2.536 Data 0.001 Err 0.3164 top1 7.812 top5 3.125 | Epoch: [53][449/553] Time 2.453 Data 0.000 Err 0.2775 top1 7.031 top5 3.125 | Epoch: [53][450/553] Time 2.445 Data 0.001 Err 0.1994 top1 7.812 top5 0.000 | Epoch: [53][451/553] Time 2.521 Data 0.001 Err 0.2963 top1 6.250 top5 3.125 | Epoch: [53][452/553] Time 2.456 Data 0.001 Err 0.2169 top1 6.250 top5 1.562 | Epoch: [53][453/553] Time 2.448 Data 0.001 Err 0.2013 top1 5.469 top5 0.781 | Epoch: [53][454/553] Time 2.452 Data 0.001 Err 0.2070 top1 6.250 top5 1.562 | Epoch: [53][455/553] Time 2.523 Data 0.001 Err 0.2666 top1 6.250 top5 2.344 | Epoch: [53][456/553] Time 2.454 Data 0.001 Err 0.2643 top1 8.594 top5 0.781 | Epoch: [53][457/553] Time 2.453 Data 0.001 Err 0.3435 top1 11.719 top5 2.344 | Epoch: [53][458/553] Time 2.464 Data 0.001 Err 0.1536 top1 4.688 top5 0.781 | Epoch: [53][459/553] Time 2.455 Data 0.001 Err 0.4216 top1 10.156 top5 4.688 | Epoch: [53][460/553] Time 2.438 Data 0.001 Err 0.3356 top1 9.375 top5 3.906 | Epoch: [53][461/553] Time 2.487 Data 0.001 Err 0.2161 top1 5.469 top5 0.781 | Epoch: [53][462/553] Time 2.476 Data 0.000 Err 0.2183 top1 5.469 top5 0.781 | Epoch: [53][463/553] Time 2.446 Data 0.001 Err 0.2235 top1 6.250 top5 0.781 | Epoch: [53][464/553] Time 2.468 Data 0.001 Err 0.3736 top1 12.500 top5 1.562 | Epoch: [53][465/553] Time 2.481 Data 0.005 Err 0.4005 top1 12.500 top5 2.344 | Epoch: [53][466/553] Time 2.475 Data 0.001 Err 0.2646 top1 6.250 top5 3.125 | Epoch: [53][467/553] Time 2.478 Data 0.001 Err 0.2341 top1 6.250 top5 0.781 | Epoch: [53][468/553] Time 2.500 Data 0.001 Err 0.2060 top1 4.688 top5 0.781 | Epoch: [53][469/553] Time 2.491 Data 0.001 Err 0.2850 top1 7.812 top5 1.562 | Epoch: [53][470/553] Time 2.444 Data 0.001 Err 0.3029 top1 7.031 top5 1.562 | Epoch: [53][471/553] Time 2.479 Data 0.001 Err 0.1444 top1 2.344 top5 0.781 | Epoch: [53][472/553] Time 2.445 Data 0.001 Err 0.2547 top1 6.250 top5 2.344 | Epoch: [53][473/553] Time 2.445 Data 0.001 Err 0.3204 top1 10.156 top5 2.344 | Epoch: [53][474/553] Time 2.449 Data 0.001 Err 0.3297 top1 9.375 top5 2.344 | Epoch: [53][475/553] Time 2.515 Data 0.001 Err 0.4200 top1 10.938 top5 2.344 | Epoch: [53][476/553] Time 2.452 Data 0.001 Err 0.1963 top1 7.812 top5 0.781 | Epoch: [53][477/553] Time 2.448 Data 0.001 Err 0.2338 top1 4.688 top5 1.562 | Epoch: [53][478/553] Time 2.437 Data 0.001 Err 0.3475 top1 7.812 top5 2.344 | Epoch: [53][479/553] Time 2.497 Data 0.000 Err 0.4118 top1 12.500 top5 4.688 | Epoch: [53][480/553] Time 2.466 Data 0.001 Err 0.2266 top1 8.594 top5 0.000 | Epoch: [53][481/553] Time 2.482 Data 0.001 Err 0.1874 top1 5.469 top5 3.125 | Epoch: [53][482/553] Time 2.519 Data 0.000 Err 0.1840 top1 4.688 top5 0.781 | Epoch: [53][483/553] Time 2.439 Data 0.001 Err 0.3712 top1 9.375 top5 3.906 | Epoch: [53][484/553] Time 2.472 Data 0.002 Err 0.3333 top1 8.594 top5 3.125 | Epoch: [53][485/553] Time 2.475 Data 0.001 Err 0.4351 top1 12.500 top5 4.688 | Epoch: [53][486/553] Time 2.444 Data 0.001 Err 0.4125 top1 9.375 top5 5.469 | Epoch: [53][487/553] Time 2.466 Data 0.001 Err 0.2029 top1 4.688 top5 1.562 | Epoch: [53][488/553] Time 2.475 Data 0.001 Err 0.2640 top1 6.250 top5 3.125 | Epoch: [53][489/553] Time 2.523 Data 0.001 Err 0.2309 top1 7.812 top5 0.781 | Epoch: [53][490/553] Time 2.484 Data 0.001 Err 0.3347 top1 10.156 top5 3.125 | Epoch: [53][491/553] Time 2.443 Data 0.001 Err 0.3242 top1 6.250 top5 3.906 | Epoch: [53][492/553] Time 2.445 Data 0.001 Err 0.1376 top1 2.344 top5 0.000 | Epoch: [53][493/553] Time 2.506 Data 0.001 Err 0.2441 top1 7.031 top5 3.125 | Epoch: [53][494/553] Time 2.500 Data 0.001 Err 0.2719 top1 8.594 top5 1.562 | Epoch: [53][495/553] Time 2.456 Data 0.001 Err 0.2658 top1 6.250 top5 3.125 | Epoch: [53][496/553] Time 2.483 Data 0.001 Err 0.3318 top1 7.812 top5 3.125 | Epoch: [53][497/553] Time 2.481 Data 0.001 Err 0.1442 top1 3.906 top5 0.000 | Epoch: [53][498/553] Time 2.461 Data 0.001 Err 0.2783 top1 7.031 top5 3.906 | Epoch: [53][499/553] Time 2.441 Data 0.001 Err 0.2886 top1 7.031 top5 3.125 | Epoch: [53][500/553] Time 2.436 Data 0.001 Err 0.4225 top1 12.500 top5 3.906 | Epoch: [53][501/553] Time 2.506 Data 0.001 Err 0.2805 top1 7.031 top5 0.781 | Epoch: [53][502/553] Time 2.444 Data 0.001 Err 0.2680 top1 8.594 top5 3.125 | Epoch: [53][503/553] Time 2.443 Data 0.004 Err 0.4598 top1 10.938 top5 3.125 | Epoch: [53][504/553] Time 2.469 Data 0.001 Err 0.2857 top1 9.375 top5 2.344 | Epoch: [53][505/553] Time 2.515 Data 0.001 Err 0.3158 top1 8.594 top5 2.344 | Epoch: [53][506/553] Time 2.433 Data 0.001 Err 0.5125 top1 10.156 top5 7.031 | Epoch: [53][507/553] Time 2.479 Data 0.001 Err 0.2370 top1 8.594 top5 0.781 | Epoch: [53][508/553] Time 2.449 Data 0.001 Err 0.2246 top1 5.469 top5 1.562 | Epoch: [53][509/553] Time 2.449 Data 0.001 Err 0.2469 top1 5.469 top5 1.562 | Epoch: [53][510/553] Time 2.455 Data 0.001 Err 0.2583 top1 7.812 top5 1.562 | Epoch: [53][511/553] Time 2.455 Data 0.001 Err 0.4521 top1 14.844 top5 3.125 | Epoch: [53][512/553] Time 2.453 Data 0.001 Err 0.3787 top1 9.375 top5 4.688 | Epoch: [53][513/553] Time 2.444 Data 0.001 Err 0.2866 top1 7.031 top5 1.562 | Epoch: [53][514/553] Time 2.486 Data 0.001 Err 0.1439 top1 2.344 top5 0.781 | Epoch: [53][515/553] Time 2.485 Data 0.000 Err 0.2769 top1 8.594 top5 1.562 | Epoch: [53][516/553] Time 2.523 Data 0.000 Err 0.3380 top1 8.594 top5 2.344 | Epoch: [53][517/553] Time 2.467 Data 0.001 Err 0.2606 top1 5.469 top5 1.562 | Epoch: [53][518/553] Time 2.435 Data 0.001 Err 0.2259 top1 7.031 top5 2.344 | Epoch: [53][519/553] Time 2.451 Data 0.001 Err 0.1463 top1 3.125 top5 0.000 | Epoch: [53][520/553] Time 2.441 Data 0.001 Err 0.2999 top1 9.375 top5 1.562 | Epoch: [53][521/553] Time 2.482 Data 0.001 Err 0.2336 top1 4.688 top5 2.344 | Epoch: [53][522/553] Time 2.460 Data 0.006 Err 0.2153 top1 4.688 top5 1.562 | Epoch: [53][523/553] Time 2.448 Data 0.001 Err 0.3054 top1 5.469 top5 3.125 | Epoch: [53][524/553] Time 2.450 Data 0.001 Err 0.1653 top1 6.250 top5 0.000 | Epoch: [53][525/553] Time 2.437 Data 0.001 Err 0.4141 top1 9.375 top5 4.688 | Epoch: [53][526/553] Time 2.497 Data 0.001 Err 0.3859 top1 10.938 top5 2.344 | Epoch: [53][527/553] Time 2.452 Data 0.000 Err 0.1595 top1 3.906 top5 0.000 | Epoch: [53][528/553] Time 2.454 Data 0.001 Err 0.2016 top1 4.688 top5 0.781 | Epoch: [53][529/553] Time 2.446 Data 0.001 Err 0.2092 top1 5.469 top5 1.562 | Epoch: [53][530/553] Time 2.474 Data 0.001 Err 0.3728 top1 10.156 top5 3.125 | Epoch: [53][531/553] Time 2.452 Data 0.001 Err 0.2413 top1 7.031 top5 0.781 | Epoch: [53][532/553] Time 2.517 Data 0.001 Err 0.2983 top1 8.594 top5 0.781 | Epoch: [53][533/553] Time 2.441 Data 0.001 Err 0.1663 top1 3.906 top5 0.781 | Epoch: [53][534/553] Time 2.473 Data 0.001 Err 0.2676 top1 7.031 top5 1.562 | Epoch: [53][535/553] Time 2.444 Data 0.001 Err 0.3388 top1 7.031 top5 2.344 | Epoch: [53][536/553] Time 2.470 Data 0.000 Err 0.3223 top1 8.594 top5 3.125 | Epoch: [53][537/553] Time 2.468 Data 0.001 Err 0.1348 top1 3.125 top5 1.562 | Epoch: [53][538/553] Time 2.480 Data 0.001 Err 0.1983 top1 3.125 top5 1.562 | Epoch: [53][539/553] Time 2.452 Data 0.001 Err 0.2416 top1 7.031 top5 1.562 | Epoch: [53][540/553] Time 2.457 Data 0.001 Err 0.3211 top1 8.594 top5 3.125 | Epoch: [53][541/553] Time 2.444 Data 0.001 Err 0.1941 top1 3.906 top5 1.562 | Epoch: [53][542/553] Time 2.470 Data 0.001 Err 0.1941 top1 4.688 top5 0.781 | Epoch: [53][543/553] Time 2.443 Data 0.000 Err 0.2364 top1 4.688 top5 1.562 | Epoch: [53][544/553] Time 2.473 Data 0.000 Err 0.5243 top1 14.844 top5 5.469 | Epoch: [53][545/553] Time 2.486 Data 0.000 Err 0.4627 top1 14.062 top5 3.906 | Epoch: [53][546/553] Time 2.485 Data 0.000 Err 0.2450 top1 6.250 top5 1.562 | Epoch: [53][547/553] Time 2.441 Data 0.000 Err 0.3177 top1 9.375 top5 2.344 | Epoch: [53][548/553] Time 2.438 Data 0.000 Err 0.3576 top1 10.156 top5 2.344 | Epoch: [53][549/553] Time 2.440 Data 0.000 Err 0.1905 top1 3.906 top5 0.781 | Epoch: [53][550/553] Time 2.441 Data 0.000 Err 0.3807 top1 9.375 top5 3.906 | Epoch: [53][551/553] Time 2.490 Data 0.000 Err 0.2675 top1 8.594 top5 3.125 | Epoch: [53][552/553] Time 2.437 Data 0.000 Err 0.3682 top1 8.594 top5 2.344 | Epoch: [53][553/553] Time 1.025 Data 0.000 Err 0.3760 top1 9.091 top5 4.545 | Test: [53][1/198] Time 2.382 Data 1.659 top1 13.281 ( 13.281) top5 3.125 ( 3.125) | Test: [53][2/198] Time 0.714 Data 0.001 top1 15.625 ( 14.453) top5 2.344 ( 2.734) | Test: [53][3/198] Time 0.714 Data 0.000 top1 15.625 ( 14.844) top5 3.906 ( 3.125) | Test: [53][4/198] Time 0.715 Data 0.001 top1 17.188 ( 15.430) top5 3.125 ( 3.125) | Test: [53][5/198] Time 0.716 Data 0.001 top1 16.406 ( 15.625) top5 4.688 ( 3.438) | Test: [53][6/198] Time 0.719 Data 0.001 top1 11.719 ( 14.974) top5 2.344 ( 3.255) | Test: [53][7/198] Time 0.716 Data 0.001 top1 13.281 ( 14.732) top5 4.688 ( 3.460) | Test: [53][8/198] Time 0.730 Data 0.001 top1 14.844 ( 14.746) top5 0.781 ( 3.125) | Test: [53][9/198] Time 0.751 Data 0.001 top1 13.281 ( 14.583) top5 2.344 ( 3.038) | Test: [53][10/198] Time 0.722 Data 0.001 top1 14.062 ( 14.531) top5 5.469 ( 3.281) | Test: [53][11/198] Time 0.728 Data 0.001 top1 9.375 ( 14.062) top5 1.562 ( 3.125) | Test: [53][12/198] Time 0.719 Data 0.001 top1 14.062 ( 14.062) top5 4.688 ( 3.255) | Test: [53][13/198] Time 0.716 Data 0.001 top1 12.500 ( 13.942) top5 0.781 ( 3.065) | Test: [53][14/198] Time 0.716 Data 0.001 top1 17.969 ( 14.230) top5 2.344 ( 3.013) | Test: [53][15/198] Time 0.731 Data 0.001 top1 12.500 ( 14.115) top5 3.125 ( 3.021) | Test: [53][16/198] Time 0.715 Data 0.001 top1 10.938 ( 13.916) top5 2.344 ( 2.979) | Test: [53][17/198] Time 0.721 Data 0.001 top1 17.188 ( 14.108) top5 2.344 ( 2.941) | Test: [53][18/198] Time 0.717 Data 0.001 top1 14.062 ( 14.106) top5 4.688 ( 3.038) | Test: [53][19/198] Time 0.721 Data 0.001 top1 11.719 ( 13.980) top5 0.781 ( 2.919) | Test: [53][20/198] Time 0.726 Data 0.001 top1 11.719 ( 13.867) top5 1.562 ( 2.852) | Test: [53][21/198] Time 0.732 Data 0.001 top1 10.156 ( 13.690) top5 1.562 ( 2.790) | Test: [53][22/198] Time 0.719 Data 0.001 top1 10.938 ( 13.565) top5 2.344 ( 2.770) | Test: [53][23/198] Time 0.714 Data 0.001 top1 12.500 ( 13.519) top5 4.688 ( 2.853) | Test: [53][24/198] Time 0.722 Data 0.001 top1 15.625 ( 13.607) top5 5.469 ( 2.962) | Test: [53][25/198] Time 0.721 Data 0.002 top1 13.281 ( 13.594) top5 3.125 ( 2.969) | Test: [53][26/198] Time 0.782 Data 0.001 top1 16.406 ( 13.702) top5 3.125 ( 2.975) | Test: [53][27/198] Time 0.783 Data 0.003 top1 20.312 ( 13.947) top5 3.906 ( 3.009) | Test: [53][28/198] Time 0.726 Data 0.001 top1 8.594 ( 13.756) top5 0.781 ( 2.930) | Test: [53][29/198] Time 0.812 Data 0.001 top1 14.062 ( 13.766) top5 3.906 ( 2.963) | Test: [53][30/198] Time 0.761 Data 0.001 top1 14.062 ( 13.776) top5 3.906 ( 2.995) | Test: [53][31/198] Time 0.720 Data 0.001 top1 8.594 ( 13.609) top5 1.562 ( 2.949) | Test: [53][32/198] Time 0.721 Data 0.004 top1 10.156 ( 13.501) top5 2.344 ( 2.930) | Test: [53][33/198] Time 0.748 Data 0.001 top1 12.500 ( 13.471) top5 3.125 ( 2.936) | Test: [53][34/198] Time 0.722 Data 0.002 top1 8.594 ( 13.327) top5 2.344 ( 2.918) | Test: [53][35/198] Time 0.722 Data 0.001 top1 17.188 ( 13.438) top5 1.562 ( 2.879) | Test: [53][36/198] Time 0.718 Data 0.001 top1 10.938 ( 13.368) top5 3.125 ( 2.886) | Test: [53][37/198] Time 0.725 Data 0.001 top1 13.281 ( 13.366) top5 2.344 ( 2.872) | Test: [53][38/198] Time 0.717 Data 0.001 top1 14.844 ( 13.405) top5 3.125 ( 2.878) | Test: [53][39/198] Time 0.736 Data 0.001 top1 16.406 ( 13.482) top5 2.344 ( 2.865) | Test: [53][40/198] Time 0.719 Data 0.001 top1 10.156 ( 13.398) top5 1.562 ( 2.832) | Test: [53][41/198] Time 0.735 Data 0.001 top1 10.938 ( 13.338) top5 2.344 ( 2.820) | Test: [53][42/198] Time 0.722 Data 0.001 top1 13.281 ( 13.337) top5 2.344 ( 2.809) | Test: [53][43/198] Time 0.710 Data 0.001 top1 11.719 ( 13.299) top5 2.344 ( 2.798) | Test: [53][44/198] Time 0.721 Data 0.001 top1 9.375 ( 13.210) top5 0.781 ( 2.752) | Test: [53][45/198] Time 0.714 Data 0.001 top1 17.969 ( 13.316) top5 3.906 ( 2.778) | Test: [53][46/198] Time 0.722 Data 0.001 top1 9.375 ( 13.230) top5 1.562 ( 2.751) | Test: [53][47/198] Time 0.729 Data 0.002 top1 11.719 ( 13.198) top5 0.781 ( 2.709) | Test: [53][48/198] Time 0.772 Data 0.000 top1 10.156 ( 13.135) top5 2.344 ( 2.702) | Test: [53][49/198] Time 0.770 Data 0.000 top1 13.281 ( 13.138) top5 1.562 ( 2.679) | Test: [53][50/198] Time 0.732 Data 0.001 top1 10.156 ( 13.078) top5 2.344 ( 2.672) | Test: [53][51/198] Time 0.729 Data 0.001 top1 19.531 ( 13.205) top5 2.344 ( 2.665) | Test: [53][52/198] Time 0.722 Data 0.001 top1 11.719 ( 13.176) top5 1.562 ( 2.644) | Test: [53][53/198] Time 0.826 Data 0.001 top1 10.938 ( 13.134) top5 3.125 ( 2.653) | Test: [53][54/198] Time 0.796 Data 0.001 top1 12.500 ( 13.122) top5 3.906 ( 2.677) | Test: [53][55/198] Time 0.732 Data 0.001 top1 13.281 ( 13.125) top5 1.562 ( 2.656) | Test: [53][56/198] Time 0.719 Data 0.001 top1 10.938 ( 13.086) top5 1.562 ( 2.637) | Test: [53][57/198] Time 0.730 Data 0.001 top1 15.625 ( 13.130) top5 3.906 ( 2.659) | Test: [53][58/198] Time 0.715 Data 0.001 top1 12.500 ( 13.120) top5 3.125 ( 2.667) | Test: [53][59/198] Time 0.729 Data 0.001 top1 11.719 ( 13.096) top5 1.562 ( 2.648) | Test: [53][60/198] Time 0.766 Data 0.001 top1 12.500 ( 13.086) top5 2.344 ( 2.643) | Test: [53][61/198] Time 0.728 Data 0.001 top1 13.281 ( 13.089) top5 0.781 ( 2.613) | Test: [53][62/198] Time 0.717 Data 0.001 top1 15.625 ( 13.130) top5 0.781 ( 2.583) | Test: [53][63/198] Time 0.713 Data 0.001 top1 14.844 ( 13.157) top5 4.688 ( 2.617) | Test: [53][64/198] Time 0.739 Data 0.001 top1 10.938 ( 13.123) top5 1.562 ( 2.600) | Test: [53][65/198] Time 0.729 Data 0.001 top1 8.594 ( 13.053) top5 3.906 ( 2.620) | Test: [53][66/198] Time 0.727 Data 0.000 top1 14.062 ( 13.068) top5 3.125 ( 2.628) | Test: [53][67/198] Time 0.717 Data 0.001 top1 14.844 ( 13.095) top5 4.688 ( 2.659) | Test: [53][68/198] Time 0.729 Data 0.001 top1 15.625 ( 13.132) top5 2.344 ( 2.654) | Test: [53][69/198] Time 0.722 Data 0.001 top1 14.844 ( 13.157) top5 4.688 ( 2.683) | Test: [53][70/198] Time 0.730 Data 0.001 top1 13.281 ( 13.158) top5 2.344 ( 2.679) | Test: [53][71/198] Time 0.727 Data 0.001 top1 13.281 ( 13.160) top5 2.344 ( 2.674) | Test: [53][72/198] Time 0.736 Data 0.000 top1 10.156 ( 13.118) top5 3.125 ( 2.680) | Test: [53][73/198] Time 0.732 Data 0.000 top1 11.719 ( 13.099) top5 1.562 ( 2.665) | Test: [53][74/198] Time 0.732 Data 0.000 top1 9.375 ( 13.049) top5 1.562 ( 2.650) | Test: [53][75/198] Time 0.734 Data 0.000 top1 13.281 ( 13.052) top5 1.562 ( 2.635) | Test: [53][76/198] Time 0.730 Data 0.000 top1 14.062 ( 13.065) top5 5.469 ( 2.673) | Test: [53][77/198] Time 0.721 Data 0.001 top1 8.594 ( 13.007) top5 3.125 ( 2.679) | Test: [53][78/198] Time 0.729 Data 0.001 top1 12.500 ( 13.001) top5 3.125 ( 2.684) | Test: [53][79/198] Time 0.722 Data 0.001 top1 12.500 ( 12.994) top5 2.344 ( 2.680) | Test: [53][80/198] Time 0.728 Data 0.001 top1 8.594 ( 12.939) top5 2.344 ( 2.676) | Test: [53][81/198] Time 0.722 Data 0.001 top1 12.500 ( 12.934) top5 1.562 ( 2.662) | Test: [53][82/198] Time 0.723 Data 0.000 top1 10.156 ( 12.900) top5 0.781 ( 2.639) | Test: [53][83/198] Time 0.731 Data 0.001 top1 14.062 ( 12.914) top5 1.562 ( 2.626) | Test: [53][84/198] Time 0.724 Data 0.000 top1 17.188 ( 12.965) top5 3.125 ( 2.632) | Test: [53][85/198] Time 0.723 Data 0.001 top1 10.938 ( 12.941) top5 0.781 ( 2.610) | Test: [53][86/198] Time 0.720 Data 0.000 top1 14.062 ( 12.954) top5 2.344 ( 2.607) | Test: [53][87/198] Time 0.728 Data 0.001 top1 11.719 ( 12.940) top5 1.562 ( 2.595) | Test: [53][88/198] Time 0.719 Data 0.004 top1 11.719 ( 12.926) top5 3.125 ( 2.601) | Test: [53][89/198] Time 0.730 Data 0.001 top1 14.844 ( 12.948) top5 3.906 ( 2.616) | Test: [53][90/198] Time 0.727 Data 0.001 top1 12.500 ( 12.943) top5 3.906 ( 2.630) | Test: [53][91/198] Time 0.724 Data 0.001 top1 13.281 ( 12.946) top5 2.344 ( 2.627) | Test: [53][92/198] Time 0.722 Data 0.001 top1 11.719 ( 12.933) top5 3.906 ( 2.641) | Test: [53][93/198] Time 0.719 Data 0.001 top1 16.406 ( 12.970) top5 3.906 ( 2.655) | Test: [53][94/198] Time 0.718 Data 0.001 top1 10.938 ( 12.949) top5 5.469 ( 2.685) | Test: [53][95/198] Time 0.736 Data 0.000 top1 16.406 ( 12.985) top5 3.125 ( 2.689) | Test: [53][96/198] Time 0.730 Data 0.001 top1 14.844 ( 13.005) top5 3.125 ( 2.694) | Test: [53][97/198] Time 0.714 Data 0.001 top1 13.281 ( 13.007) top5 1.562 ( 2.682) | Test: [53][98/198] Time 0.711 Data 0.001 top1 10.156 ( 12.978) top5 3.906 ( 2.695) | Test: [53][99/198] Time 0.721 Data 0.001 top1 11.719 ( 12.966) top5 3.125 ( 2.699) | Test: [53][100/198] Time 0.720 Data 0.001 top1 13.281 ( 12.969) top5 4.688 ( 2.719) | Test: [53][101/198] Time 0.715 Data 0.001 top1 14.062 ( 12.980) top5 1.562 ( 2.707) | Test: [53][102/198] Time 0.735 Data 0.001 top1 13.281 ( 12.983) top5 3.125 ( 2.711) | Test: [53][103/198] Time 0.735 Data 0.001 top1 9.375 ( 12.948) top5 3.125 ( 2.715) | Test: [53][104/198] Time 0.721 Data 0.000 top1 10.156 ( 12.921) top5 3.125 ( 2.719) | Test: [53][105/198] Time 0.741 Data 0.001 top1 10.156 ( 12.894) top5 3.125 ( 2.723) | Test: [53][106/198] Time 0.749 Data 0.001 top1 14.844 ( 12.913) top5 1.562 ( 2.712) | Test: [53][107/198] Time 0.736 Data 0.001 top1 15.625 ( 12.938) top5 4.688 ( 2.731) | Test: [53][108/198] Time 0.724 Data 0.001 top1 11.719 ( 12.927) top5 2.344 ( 2.727) | Test: [53][109/198] Time 0.716 Data 0.001 top1 7.812 ( 12.880) top5 2.344 ( 2.724) | Test: [53][110/198] Time 0.782 Data 0.001 top1 11.719 ( 12.869) top5 1.562 ( 2.713) | Test: [53][111/198] Time 0.724 Data 0.001 top1 16.406 ( 12.901) top5 3.906 ( 2.724) | Test: [53][112/198] Time 0.778 Data 0.002 top1 11.719 ( 12.891) top5 3.906 ( 2.734) | Test: [53][113/198] Time 0.773 Data 0.000 top1 13.281 ( 12.894) top5 3.906 ( 2.745) | Test: [53][114/198] Time 0.729 Data 0.001 top1 12.500 ( 12.891) top5 1.562 ( 2.734) | Test: [53][115/198] Time 0.723 Data 0.001 top1 15.625 ( 12.914) top5 2.344 ( 2.731) | Test: [53][116/198] Time 0.750 Data 0.001 top1 14.062 ( 12.924) top5 1.562 ( 2.721) | Test: [53][117/198] Time 0.738 Data 0.005 top1 17.188 ( 12.961) top5 3.906 ( 2.731) | Test: [53][118/198] Time 0.729 Data 0.002 top1 14.062 ( 12.970) top5 2.344 ( 2.728) | Test: [53][119/198] Time 0.724 Data 0.002 top1 7.031 ( 12.920) top5 1.562 ( 2.718) | Test: [53][120/198] Time 0.728 Data 0.000 top1 13.281 ( 12.923) top5 3.125 ( 2.721) | Test: [53][121/198] Time 0.729 Data 0.001 top1 12.500 ( 12.920) top5 5.469 ( 2.744) | Test: [53][122/198] Time 0.720 Data 0.001 top1 8.594 ( 12.884) top5 2.344 ( 2.741) | Test: [53][123/198] Time 0.717 Data 0.001 top1 18.750 ( 12.932) top5 1.562 ( 2.731) | Test: [53][124/198] Time 0.717 Data 0.001 top1 14.844 ( 12.947) top5 5.469 ( 2.753) | Test: [53][125/198] Time 0.724 Data 0.001 top1 7.812 ( 12.906) top5 2.344 ( 2.750) | Test: [53][126/198] Time 0.729 Data 0.001 top1 13.281 ( 12.909) top5 1.562 ( 2.741) | Test: [53][127/198] Time 0.712 Data 0.001 top1 7.812 ( 12.869) top5 1.562 ( 2.731) | Test: [53][128/198] Time 0.720 Data 0.001 top1 11.719 ( 12.860) top5 2.344 ( 2.728) | Test: [53][129/198] Time 0.748 Data 0.001 top1 14.062 ( 12.869) top5 2.344 ( 2.725) | Test: [53][130/198] Time 0.719 Data 0.001 top1 13.281 ( 12.873) top5 2.344 ( 2.722) | Test: [53][131/198] Time 0.722 Data 0.001 top1 15.625 ( 12.894) top5 5.469 ( 2.743) | Test: [53][132/198] Time 0.784 Data 0.001 top1 11.719 ( 12.885) top5 0.781 ( 2.728) | Test: [53][133/198] Time 0.786 Data 0.001 top1 13.281 ( 12.888) top5 0.781 ( 2.714) | Test: [53][134/198] Time 0.779 Data 0.000 top1 14.844 ( 12.902) top5 0.781 ( 2.699) | Test: [53][135/198] Time 0.730 Data 0.001 top1 13.281 ( 12.905) top5 3.125 ( 2.703) | Test: [53][136/198] Time 0.744 Data 0.001 top1 14.062 ( 12.914) top5 1.562 ( 2.694) | Test: [53][137/198] Time 0.725 Data 0.001 top1 12.500 ( 12.911) top5 5.469 ( 2.714) | Test: [53][138/198] Time 0.724 Data 0.001 top1 11.719 ( 12.902) top5 4.688 ( 2.729) | Test: [53][139/198] Time 0.717 Data 0.001 top1 17.188 ( 12.933) top5 3.906 ( 2.737) | Test: [53][140/198] Time 0.724 Data 0.001 top1 7.031 ( 12.891) top5 0.781 ( 2.723) | Test: [53][141/198] Time 0.804 Data 0.001 top1 11.719 ( 12.882) top5 3.125 ( 2.726) | Test: [53][142/198] Time 0.794 Data 0.001 top1 13.281 ( 12.885) top5 2.344 ( 2.723) | Test: [53][143/198] Time 0.816 Data 0.001 top1 17.969 ( 12.921) top5 3.906 ( 2.732) | Test: [53][144/198] Time 0.770 Data 0.001 top1 14.062 ( 12.929) top5 2.344 ( 2.729) | Test: [53][145/198] Time 0.736 Data 0.004 top1 8.594 ( 12.899) top5 1.562 ( 2.721) | Test: [53][146/198] Time 0.716 Data 0.001 top1 17.188 ( 12.928) top5 5.469 ( 2.740) | Test: [53][147/198] Time 0.727 Data 0.003 top1 11.719 ( 12.920) top5 2.344 ( 2.737) | Test: [53][148/198] Time 0.721 Data 0.002 top1 13.281 ( 12.922) top5 1.562 ( 2.729) | Test: [53][149/198] Time 0.722 Data 0.001 top1 7.031 ( 12.883) top5 0.000 ( 2.711) | Test: [53][150/198] Time 0.716 Data 0.001 top1 14.844 ( 12.896) top5 0.781 ( 2.698) | Test: [53][151/198] Time 0.729 Data 0.000 top1 7.812 ( 12.862) top5 0.000 ( 2.680) | Test: [53][152/198] Time 0.719 Data 0.000 top1 16.406 ( 12.885) top5 3.906 ( 2.688) | Test: [53][153/198] Time 0.722 Data 0.001 top1 10.156 ( 12.868) top5 0.781 ( 2.676) | Test: [53][154/198] Time 0.734 Data 0.001 top1 13.281 ( 12.870) top5 3.125 ( 2.679) | Test: [53][155/198] Time 0.728 Data 0.001 top1 11.719 ( 12.863) top5 2.344 ( 2.676) | Test: [53][156/198] Time 0.752 Data 0.001 top1 11.719 ( 12.856) top5 1.562 ( 2.669) | Test: [53][157/198] Time 0.746 Data 0.001 top1 13.281 ( 12.858) top5 1.562 ( 2.662) | Test: [53][158/198] Time 0.748 Data 0.002 top1 12.500 ( 12.856) top5 3.125 ( 2.665) | Test: [53][159/198] Time 0.719 Data 0.001 top1 7.812 ( 12.824) top5 2.344 ( 2.663) | Test: [53][160/198] Time 0.726 Data 0.001 top1 9.375 ( 12.803) top5 1.562 ( 2.656) | Test: [53][161/198] Time 0.768 Data 0.001 top1 15.625 ( 12.820) top5 3.906 ( 2.664) | Test: [53][162/198] Time 0.729 Data 0.000 top1 12.500 ( 12.818) top5 3.125 ( 2.667) | Test: [53][163/198] Time 0.720 Data 0.001 top1 7.812 ( 12.788) top5 0.781 ( 2.655) | Test: [53][164/198] Time 0.717 Data 0.001 top1 12.500 ( 12.786) top5 1.562 ( 2.649) | Test: [53][165/198] Time 0.723 Data 0.001 top1 9.375 ( 12.765) top5 1.562 ( 2.642) | Test: [53][166/198] Time 0.726 Data 0.001 top1 10.938 ( 12.754) top5 1.562 ( 2.636) | Test: [53][167/198] Time 0.730 Data 0.001 top1 16.406 ( 12.776) top5 5.469 ( 2.653) | Test: [53][168/198] Time 0.744 Data 0.001 top1 12.500 ( 12.774) top5 0.000 ( 2.637) | Test: [53][169/198] Time 0.808 Data 0.001 top1 16.406 ( 12.796) top5 1.562 ( 2.630) | Test: [53][170/198] Time 0.803 Data 0.001 top1 18.750 ( 12.831) top5 4.688 ( 2.642) | Test: [53][171/198] Time 0.815 Data 0.001 top1 13.281 ( 12.834) top5 4.688 ( 2.654) | Test: [53][172/198] Time 0.721 Data 0.001 top1 13.281 ( 12.836) top5 3.906 ( 2.662) | Test: [53][173/198] Time 0.741 Data 0.001 top1 8.594 ( 12.812) top5 2.344 ( 2.660) | Test: [53][174/198] Time 0.762 Data 0.001 top1 10.938 ( 12.801) top5 2.344 ( 2.658) | Test: [53][175/198] Time 0.718 Data 0.001 top1 16.406 ( 12.821) top5 2.344 ( 2.656) | Test: [53][176/198] Time 0.722 Data 0.000 top1 14.844 ( 12.833) top5 3.125 ( 2.659) | Test: [53][177/198] Time 0.720 Data 0.001 top1 14.062 ( 12.840) top5 2.344 ( 2.657) | Test: [53][178/198] Time 0.714 Data 0.001 top1 14.062 ( 12.847) top5 3.906 ( 2.664) | Test: [53][179/198] Time 0.713 Data 0.001 top1 14.062 ( 12.854) top5 0.781 ( 2.654) | Test: [53][180/198] Time 0.738 Data 0.001 top1 12.500 ( 12.852) top5 3.125 ( 2.656) | Test: [53][181/198] Time 0.722 Data 0.000 top1 17.188 ( 12.876) top5 2.344 ( 2.655) | Test: [53][182/198] Time 0.720 Data 0.001 top1 7.812 ( 12.848) top5 0.781 ( 2.644) | Test: [53][183/198] Time 0.727 Data 0.001 top1 13.281 ( 12.850) top5 3.125 ( 2.647) | Test: [53][184/198] Time 0.718 Data 0.001 top1 14.062 ( 12.857) top5 3.906 ( 2.654) | Test: [53][185/198] Time 0.731 Data 0.001 top1 9.375 ( 12.838) top5 0.000 ( 2.639) | Test: [53][186/198] Time 0.719 Data 0.001 top1 14.062 ( 12.844) top5 3.125 ( 2.642) | Test: [53][187/198] Time 0.720 Data 0.001 top1 15.625 ( 12.859) top5 4.688 ( 2.653) | Test: [53][188/198] Time 0.750 Data 0.000 top1 10.156 ( 12.845) top5 1.562 ( 2.647) | Test: [53][189/198] Time 0.719 Data 0.000 top1 10.156 ( 12.831) top5 0.781 ( 2.637) | Test: [53][190/198] Time 0.728 Data 0.000 top1 14.844 ( 12.841) top5 1.562 ( 2.632) | Test: [53][191/198] Time 0.711 Data 0.000 top1 13.281 ( 12.844) top5 1.562 ( 2.626) | Test: [53][192/198] Time 0.721 Data 0.000 top1 10.156 ( 12.830) top5 2.344 ( 2.625) | Test: [53][193/198] Time 0.722 Data 0.001 top1 14.844 ( 12.840) top5 3.906 ( 2.631) | Test: [53][194/198] Time 0.720 Data 0.000 top1 10.156 ( 12.826) top5 1.562 ( 2.626) | Test: [53][195/198] Time 0.722 Data 0.000 top1 11.719 ( 12.821) top5 3.125 ( 2.628) | Test: [53][196/198] Time 0.719 Data 0.000 top1 11.719 ( 12.815) top5 3.906 ( 2.635) | Test: [53][197/198] Time 0.259 Data 0.000 top1 8.824 ( 12.795) top5 2.941 ( 2.636) | Test: [53][198/198] Time 0.717 Data 0.000 top1 14.844 ( 12.805) top5 3.125 ( 2.639) * Finished epoch # 53 top1: 12.805 top5: 2.639 Epoch 54 => Training epoch # 54 | Epoch: [54][1/553] Time 23.811 Data 21.304 Err 0.3065 top1 5.469 top5 1.562 | Epoch: [54][2/553] Time 3.482 Data 1.033 Err 0.4070 top1 10.938 top5 3.125 | Epoch: [54][3/553] Time 2.433 Data 0.001 Err 0.2221 top1 3.906 top5 1.562 | Epoch: [54][4/553] Time 2.460 Data 0.001 Err 0.2416 top1 3.906 top5 3.125 | Epoch: [54][5/553] Time 2.423 Data 0.000 Err 0.2457 top1 6.250 top5 2.344 | Epoch: [54][6/553] Time 2.433 Data 0.000 Err 0.2624 top1 5.469 top5 2.344 | Epoch: [54][7/553] Time 2.429 Data 0.001 Err 0.2839 top1 8.594 top5 1.562 | Epoch: [54][8/553] Time 2.431 Data 0.000 Err 0.2888 top1 7.812 top5 1.562 | Epoch: [54][9/553] Time 2.440 Data 0.000 Err 0.2669 top1 5.469 top5 2.344 | Epoch: [54][10/553] Time 2.433 Data 0.000 Err 0.2119 top1 5.469 top5 0.781 | Epoch: [54][11/553] Time 7.705 Data 5.174 Err 0.3006 top1 4.688 top5 3.125 | Epoch: [54][12/553] Time 4.658 Data 2.201 Err 0.1533 top1 3.125 top5 0.781 | Epoch: [54][13/553] Time 15.405 Data 12.952 Err 0.3107 top1 8.594 top5 2.344 | Epoch: [54][14/553] Time 2.441 Data 0.002 Err 0.3779 top1 9.375 top5 3.125 | Epoch: [54][15/553] Time 2.466 Data 0.001 Err 0.2648 top1 5.469 top5 2.344 | Epoch: [54][16/553] Time 2.445 Data 0.001 Err 0.3470 top1 7.812 top5 3.906 | Epoch: [54][17/553] Time 2.433 Data 0.000 Err 0.3581 top1 9.375 top5 0.781 | Epoch: [54][18/553] Time 2.433 Data 0.001 Err 0.3478 top1 7.812 top5 3.906 | Epoch: [54][19/553] Time 2.431 Data 0.001 Err 0.1814 top1 4.688 top5 0.781 | Epoch: [54][20/553] Time 2.430 Data 0.001 Err 0.2565 top1 7.031 top5 1.562 | Epoch: [54][21/553] Time 2.456 Data 0.001 Err 0.3293 top1 8.594 top5 3.125 | Epoch: [54][22/553] Time 2.431 Data 0.001 Err 0.2457 top1 5.469 top5 1.562 | Epoch: [54][23/553] Time 2.452 Data 0.001 Err 0.1256 top1 3.125 top5 0.781 | Epoch: [54][24/553] Time 2.435 Data 0.001 Err 0.2730 top1 7.812 top5 2.344 | Epoch: [54][25/553] Time 2.433 Data 0.001 Err 0.2059 top1 6.250 top5 0.781 | Epoch: [54][26/553] Time 2.454 Data 0.001 Err 0.3832 top1 9.375 top5 3.906 | Epoch: [54][27/553] Time 2.434 Data 0.001 Err 0.1618 top1 3.125 top5 0.781 | Epoch: [54][28/553] Time 2.433 Data 0.001 Err 0.3105 top1 7.812 top5 0.781 | Epoch: [54][29/553] Time 2.435 Data 0.001 Err 0.2993 top1 8.594 top5 2.344 | Epoch: [54][30/553] Time 2.441 Data 0.001 Err 0.3819 top1 11.719 top5 3.906 | Epoch: [54][31/553] Time 2.454 Data 0.001 Err 0.2813 top1 8.594 top5 3.125 | Epoch: [54][32/553] Time 2.436 Data 0.001 Err 0.3123 top1 9.375 top5 1.562 | Epoch: [54][33/553] Time 2.432 Data 0.001 Err 0.2024 top1 3.906 top5 1.562 | Epoch: [54][34/553] Time 2.466 Data 0.001 Err 0.2781 top1 7.812 top5 3.125 | Epoch: [54][35/553] Time 2.471 Data 0.001 Err 0.2420 top1 7.031 top5 1.562 | Epoch: [54][36/553] Time 2.441 Data 0.001 Err 0.2323 top1 8.594 top5 0.781 | Epoch: [54][37/553] Time 2.448 Data 0.001 Err 0.3455 top1 8.594 top5 0.781 | Epoch: [54][38/553] Time 2.435 Data 0.001 Err 0.1622 top1 3.906 top5 2.344 | Epoch: [54][39/553] Time 2.513 Data 0.001 Err 0.2070 top1 6.250 top5 1.562 | Epoch: [54][40/553] Time 2.433 Data 0.001 Err 0.4063 top1 11.719 top5 3.906 | Epoch: [54][41/553] Time 2.480 Data 0.001 Err 0.2324 top1 7.812 top5 0.781 | Epoch: [54][42/553] Time 2.476 Data 0.001 Err 0.2913 top1 8.594 top5 2.344 | Epoch: [54][43/553] Time 2.461 Data 0.000 Err 0.5181 top1 10.938 top5 5.469 | Epoch: [54][44/553] Time 2.439 Data 0.001 Err 0.2509 top1 6.250 top5 2.344 | Epoch: [54][45/553] Time 2.464 Data 0.001 Err 0.2420 top1 6.250 top5 3.125 | Epoch: [54][46/553] Time 2.436 Data 0.001 Err 0.3603 top1 9.375 top5 4.688 | Epoch: [54][47/553] Time 2.468 Data 0.003 Err 0.1585 top1 5.469 top5 0.781 | Epoch: [54][48/553] Time 2.478 Data 0.001 Err 0.2798 top1 8.594 top5 3.125 | Epoch: [54][49/553] Time 2.437 Data 0.001 Err 0.2645 top1 6.250 top5 1.562 | Epoch: [54][50/553] Time 2.480 Data 0.001 Err 0.3278 top1 8.594 top5 4.688 | Epoch: [54][51/553] Time 2.477 Data 0.001 Err 0.2815 top1 7.031 top5 3.125 | Epoch: [54][52/553] Time 2.483 Data 0.001 Err 0.2454 top1 7.031 top5 2.344 | Epoch: [54][53/553] Time 2.432 Data 0.001 Err 0.3409 top1 8.594 top5 2.344 | Epoch: [54][54/553] Time 2.463 Data 0.001 Err 0.1527 top1 1.562 top5 0.000 | Epoch: [54][55/553] Time 2.510 Data 0.001 Err 0.2394 top1 5.469 top5 1.562 | Epoch: [54][56/553] Time 2.440 Data 0.001 Err 0.2222 top1 3.906 top5 2.344 | Epoch: [54][57/553] Time 2.442 Data 0.001 Err 0.2875 top1 7.812 top5 2.344 | Epoch: [54][58/553] Time 2.470 Data 0.001 Err 0.2587 top1 7.031 top5 3.125 | Epoch: [54][59/553] Time 2.472 Data 0.001 Err 0.3040 top1 8.594 top5 1.562 | Epoch: [54][60/553] Time 2.433 Data 0.001 Err 0.2209 top1 6.250 top5 1.562 | Epoch: [54][61/553] Time 2.436 Data 0.001 Err 0.2594 top1 7.812 top5 2.344 | Epoch: [54][62/553] Time 2.437 Data 0.000 Err 0.2806 top1 8.594 top5 0.781 | Epoch: [54][63/553] Time 2.436 Data 0.001 Err 0.1982 top1 6.250 top5 0.781 | Epoch: [54][64/553] Time 2.455 Data 0.001 Err 0.3059 top1 8.594 top5 3.125 | Epoch: [54][65/553] Time 2.440 Data 0.001 Err 0.3652 top1 10.156 top5 2.344 | Epoch: [54][66/553] Time 2.457 Data 0.001 Err 0.2123 top1 5.469 top5 0.781 | Epoch: [54][67/553] Time 2.488 Data 0.001 Err 0.1960 top1 5.469 top5 2.344 | Epoch: [54][68/553] Time 2.436 Data 0.001 Err 0.2318 top1 5.469 top5 1.562 | Epoch: [54][69/553] Time 2.450 Data 0.001 Err 0.4331 top1 7.812 top5 4.688 | Epoch: [54][70/553] Time 2.508 Data 0.001 Err 0.1381 top1 3.906 top5 0.000 | Epoch: [54][71/553] Time 2.440 Data 0.001 Err 0.2607 top1 5.469 top5 2.344 | Epoch: [54][72/553] Time 2.440 Data 0.001 Err 0.2691 top1 7.031 top5 2.344 | Epoch: [54][73/553] Time 2.476 Data 0.001 Err 0.2370 top1 7.031 top5 1.562 | Epoch: [54][74/553] Time 2.459 Data 0.001 Err 0.2331 top1 5.469 top5 1.562 | Epoch: [54][75/553] Time 2.448 Data 0.001 Err 0.2460 top1 5.469 top5 2.344 | Epoch: [54][76/553] Time 2.445 Data 0.001 Err 0.4344 top1 12.500 top5 4.688 | Epoch: [54][77/553] Time 2.467 Data 0.001 Err 0.1878 top1 2.344 top5 1.562 | Epoch: [54][78/553] Time 2.444 Data 0.001 Err 0.3918 top1 10.156 top5 5.469 | Epoch: [54][79/553] Time 2.476 Data 0.001 Err 0.2860 top1 7.812 top5 1.562 | Epoch: [54][80/553] Time 2.479 Data 0.001 Err 0.3572 top1 9.375 top5 3.906 | Epoch: [54][81/553] Time 2.464 Data 0.001 Err 0.2540 top1 6.250 top5 3.906 | Epoch: [54][82/553] Time 2.484 Data 0.001 Err 0.3654 top1 9.375 top5 4.688 | Epoch: [54][83/553] Time 2.515 Data 0.001 Err 0.3981 top1 7.812 top5 3.906 | Epoch: [54][84/553] Time 2.437 Data 0.001 Err 0.2777 top1 7.812 top5 0.000 | Epoch: [54][85/553] Time 2.441 Data 0.001 Err 0.3186 top1 7.812 top5 3.906 | Epoch: [54][86/553] Time 2.455 Data 0.001 Err 0.2050 top1 4.688 top5 0.781 | Epoch: [54][87/553] Time 2.484 Data 0.001 Err 0.2382 top1 7.031 top5 1.562 | Epoch: [54][88/553] Time 2.445 Data 0.001 Err 0.4489 top1 12.500 top5 5.469 | Epoch: [54][89/553] Time 2.472 Data 0.001 Err 0.2514 top1 5.469 top5 1.562 | Epoch: [54][90/553] Time 2.503 Data 0.000 Err 0.2152 top1 5.469 top5 0.781 | Epoch: [54][91/553] Time 2.519 Data 0.001 Err 0.2118 top1 5.469 top5 0.781 | Epoch: [54][92/553] Time 2.485 Data 0.001 Err 0.2913 top1 7.812 top5 2.344 | Epoch: [54][93/553] Time 2.454 Data 0.001 Err 0.3624 top1 10.938 top5 1.562 | Epoch: [54][94/553] Time 2.482 Data 0.001 Err 0.2836 top1 9.375 top5 1.562 | Epoch: [54][95/553] Time 2.462 Data 0.001 Err 0.4056 top1 11.719 top5 4.688 | Epoch: [54][96/553] Time 2.436 Data 0.001 Err 0.2566 top1 5.469 top5 1.562 | Epoch: [54][97/553] Time 2.468 Data 0.001 Err 0.3640 top1 7.031 top5 3.125 | Epoch: [54][98/553] Time 2.464 Data 0.001 Err 0.2762 top1 8.594 top5 0.781 | Epoch: [54][99/553] Time 2.441 Data 0.001 Err 0.2710 top1 8.594 top5 2.344 | Epoch: [54][100/553] Time 2.437 Data 0.001 Err 0.2411 top1 8.594 top5 0.781 | Epoch: [54][101/553] Time 2.436 Data 0.001 Err 0.3915 top1 14.844 top5 2.344 | Epoch: [54][102/553] Time 2.467 Data 0.001 Err 0.3184 top1 6.250 top5 2.344 | Epoch: [54][103/553] Time 2.441 Data 0.001 Err 0.3231 top1 9.375 top5 2.344 | Epoch: [54][104/553] Time 2.455 Data 0.001 Err 0.2843 top1 7.031 top5 3.125 | Epoch: [54][105/553] Time 2.475 Data 0.001 Err 0.3371 top1 10.938 top5 2.344 | Epoch: [54][106/553] Time 2.520 Data 0.001 Err 0.3027 top1 10.156 top5 1.562 | Epoch: [54][107/553] Time 2.437 Data 0.001 Err 0.2004 top1 6.250 top5 1.562 | Epoch: [54][108/553] Time 2.436 Data 0.000 Err 0.3156 top1 9.375 top5 2.344 | Epoch: [54][109/553] Time 2.472 Data 0.001 Err 0.3743 top1 10.156 top5 3.125 | Epoch: [54][110/553] Time 2.477 Data 0.001 Err 0.3436 top1 9.375 top5 2.344 | Epoch: [54][111/553] Time 2.436 Data 0.001 Err 0.2903 top1 6.250 top5 2.344 | Epoch: [54][112/553] Time 2.440 Data 0.001 Err 0.2979 top1 7.031 top5 2.344 | Epoch: [54][113/553] Time 2.493 Data 0.001 Err 0.2761 top1 7.812 top5 0.781 | Epoch: [54][114/553] Time 2.452 Data 0.001 Err 0.2781 top1 9.375 top5 0.781 | Epoch: [54][115/553] Time 2.436 Data 0.001 Err 0.2008 top1 4.688 top5 1.562 | Epoch: [54][116/553] Time 2.442 Data 0.001 Err 0.2223 top1 5.469 top5 0.781 | Epoch: [54][117/553] Time 2.439 Data 0.001 Err 0.2614 top1 3.906 top5 2.344 | Epoch: [54][118/553] Time 2.438 Data 0.001 Err 0.1398 top1 3.906 top5 1.562 | Epoch: [54][119/553] Time 2.445 Data 0.000 Err 0.4146 top1 10.938 top5 3.125 | Epoch: [54][120/553] Time 2.475 Data 0.000 Err 0.2417 top1 6.250 top5 1.562 | Epoch: [54][121/553] Time 2.476 Data 0.001 Err 0.2141 top1 6.250 top5 1.562 | Epoch: [54][122/553] Time 2.437 Data 0.001 Err 0.2838 top1 9.375 top5 2.344 | Epoch: [54][123/553] Time 2.461 Data 0.001 Err 0.2220 top1 5.469 top5 0.781 | Epoch: [54][124/553] Time 2.445 Data 0.001 Err 0.2582 top1 9.375 top5 0.000 | Epoch: [54][125/553] Time 2.442 Data 0.001 Err 0.2454 top1 6.250 top5 0.000 | Epoch: [54][126/553] Time 2.490 Data 0.001 Err 0.2039 top1 5.469 top5 0.781 | Epoch: [54][127/553] Time 2.435 Data 0.001 Err 0.3317 top1 7.031 top5 3.125 | Epoch: [54][128/553] Time 2.439 Data 0.000 Err 0.2140 top1 4.688 top5 0.000 | Epoch: [54][129/553] Time 2.436 Data 0.001 Err 0.1709 top1 4.688 top5 0.000 | Epoch: [54][130/553] Time 2.503 Data 0.000 Err 0.3139 top1 10.156 top5 3.906 | Epoch: [54][131/553] Time 2.441 Data 0.001 Err 0.1710 top1 4.688 top5 0.781 | Epoch: [54][132/553] Time 2.479 Data 0.001 Err 0.3968 top1 12.500 top5 3.125 | Epoch: [54][133/553] Time 2.438 Data 0.001 Err 0.2424 top1 7.031 top5 0.781 | Epoch: [54][134/553] Time 2.444 Data 0.001 Err 0.2127 top1 7.031 top5 0.781 | Epoch: [54][135/553] Time 2.448 Data 0.001 Err 0.2052 top1 3.125 top5 2.344 | Epoch: [54][136/553] Time 2.444 Data 0.001 Err 0.2888 top1 9.375 top5 1.562 | Epoch: [54][137/553] Time 2.468 Data 0.001 Err 0.3223 top1 7.031 top5 3.125 | Epoch: [54][138/553] Time 2.457 Data 0.001 Err 0.4796 top1 14.062 top5 3.906 | Epoch: [54][139/553] Time 2.480 Data 0.001 Err 0.4781 top1 11.719 top5 4.688 | Epoch: [54][140/553] Time 2.434 Data 0.001 Err 0.2345 top1 6.250 top5 0.781 | Epoch: [54][141/553] Time 2.437 Data 0.001 Err 0.3516 top1 10.156 top5 2.344 | Epoch: [54][142/553] Time 2.438 Data 0.001 Err 0.2582 top1 8.594 top5 0.781 | Epoch: [54][143/553] Time 2.471 Data 0.002 Err 0.2362 top1 7.031 top5 0.781 | Epoch: [54][144/553] Time 2.494 Data 0.001 Err 0.2482 top1 6.250 top5 3.125 | Epoch: [54][145/553] Time 2.482 Data 0.001 Err 0.2166 top1 6.250 top5 0.781 | Epoch: [54][146/553] Time 2.438 Data 0.001 Err 0.3289 top1 8.594 top5 2.344 | Epoch: [54][147/553] Time 2.435 Data 0.001 Err 0.3951 top1 10.156 top5 1.562 | Epoch: [54][148/553] Time 2.481 Data 0.001 Err 0.3089 top1 5.469 top5 3.125 | Epoch: [54][149/553] Time 2.465 Data 0.001 Err 0.2467 top1 7.812 top5 1.562 | Epoch: [54][150/553] Time 2.433 Data 0.001 Err 0.3018 top1 10.156 top5 1.562 | Epoch: [54][151/553] Time 2.436 Data 0.001 Err 0.1357 top1 2.344 top5 0.781 | Epoch: [54][152/553] Time 2.443 Data 0.001 Err 0.2652 top1 7.812 top5 0.781 | Epoch: [54][153/553] Time 2.508 Data 0.001 Err 0.2241 top1 6.250 top5 1.562 | Epoch: [54][154/553] Time 2.475 Data 0.001 Err 0.1725 top1 4.688 top5 0.000 | Epoch: [54][155/553] Time 2.467 Data 0.001 Err 0.2129 top1 3.125 top5 2.344 | Epoch: [54][156/553] Time 2.443 Data 0.001 Err 0.2331 top1 4.688 top5 2.344 | Epoch: [54][157/553] Time 2.437 Data 0.001 Err 0.4433 top1 11.719 top5 4.688 | Epoch: [54][158/553] Time 2.437 Data 0.001 Err 0.3678 top1 7.812 top5 3.125 | Epoch: [54][159/553] Time 2.456 Data 0.000 Err 0.2470 top1 11.719 top5 0.781 | Epoch: [54][160/553] Time 2.483 Data 0.001 Err 0.2905 top1 7.812 top5 3.125 | Epoch: [54][161/553] Time 2.493 Data 0.001 Err 0.2051 top1 3.906 top5 0.781 | Epoch: [54][162/553] Time 2.454 Data 0.001 Err 0.2581 top1 7.031 top5 1.562 | Epoch: [54][163/553] Time 2.446 Data 0.001 Err 0.2928 top1 6.250 top5 3.125 | Epoch: [54][164/553] Time 2.446 Data 0.001 Err 0.3423 top1 9.375 top5 2.344 | Epoch: [54][165/553] Time 2.435 Data 0.001 Err 0.2641 top1 9.375 top5 0.000 | Epoch: [54][166/553] Time 2.442 Data 0.001 Err 0.3781 top1 8.594 top5 3.125 | Epoch: [54][167/553] Time 2.448 Data 0.001 Err 0.1508 top1 3.906 top5 1.562 | Epoch: [54][168/553] Time 2.436 Data 0.000 Err 0.1920 top1 3.906 top5 1.562 | Epoch: [54][169/553] Time 2.474 Data 0.001 Err 0.2877 top1 9.375 top5 2.344 | Epoch: [54][170/553] Time 2.478 Data 0.001 Err 0.2549 top1 8.594 top5 0.781 | Epoch: [54][171/553] Time 2.438 Data 0.001 Err 0.2213 top1 3.906 top5 2.344 | Epoch: [54][172/553] Time 2.480 Data 0.001 Err 0.2256 top1 5.469 top5 1.562 | Epoch: [54][173/553] Time 2.480 Data 0.001 Err 0.2805 top1 10.156 top5 1.562 | Epoch: [54][174/553] Time 2.436 Data 0.001 Err 0.2229 top1 5.469 top5 2.344 | Epoch: [54][175/553] Time 2.448 Data 0.001 Err 0.2778 top1 6.250 top5 2.344 | Epoch: [54][176/553] Time 2.488 Data 0.001 Err 0.3282 top1 7.812 top5 3.125 | Epoch: [54][177/553] Time 2.436 Data 0.001 Err 0.2309 top1 7.812 top5 1.562 | Epoch: [54][178/553] Time 2.440 Data 0.001 Err 0.1607 top1 3.125 top5 1.562 | Epoch: [54][179/553] Time 2.461 Data 0.001 Err 0.2839 top1 10.156 top5 2.344 | Epoch: [54][180/553] Time 2.438 Data 0.001 Err 0.1816 top1 3.906 top5 1.562 | Epoch: [54][181/553] Time 2.447 Data 0.001 Err 0.2081 top1 6.250 top5 0.000 | Epoch: [54][182/553] Time 2.526 Data 0.001 Err 0.2676 top1 5.469 top5 1.562 | Epoch: [54][183/553] Time 2.489 Data 0.001 Err 0.2696 top1 8.594 top5 3.906 | Epoch: [54][184/553] Time 2.453 Data 0.001 Err 0.3933 top1 9.375 top5 5.469 | Epoch: [54][185/553] Time 2.460 Data 0.001 Err 0.3199 top1 5.469 top5 2.344 | Epoch: [54][186/553] Time 2.445 Data 0.001 Err 0.3095 top1 10.156 top5 2.344 | Epoch: [54][187/553] Time 2.435 Data 0.001 Err 0.2161 top1 4.688 top5 1.562 | Epoch: [54][188/553] Time 2.455 Data 0.001 Err 0.2419 top1 6.250 top5 1.562 | Epoch: [54][189/553] Time 2.476 Data 0.001 Err 0.3577 top1 9.375 top5 3.125 | Epoch: [54][190/553] Time 2.465 Data 0.000 Err 0.2635 top1 5.469 top5 2.344 | Epoch: [54][191/553] Time 2.444 Data 0.001 Err 0.2221 top1 5.469 top5 2.344 | Epoch: [54][192/553] Time 2.442 Data 0.001 Err 0.3462 top1 10.156 top5 3.906 | Epoch: [54][193/553] Time 2.478 Data 0.001 Err 0.2528 top1 6.250 top5 3.125 | Epoch: [54][194/553] Time 2.503 Data 0.001 Err 0.3108 top1 7.812 top5 1.562 | Epoch: [54][195/553] Time 2.443 Data 0.001 Err 0.3189 top1 7.812 top5 1.562 | Epoch: [54][196/553] Time 2.443 Data 0.001 Err 0.2968 top1 6.250 top5 2.344 | Epoch: [54][197/553] Time 2.444 Data 0.001 Err 0.4058 top1 11.719 top5 2.344 | Epoch: [54][198/553] Time 2.464 Data 0.001 Err 0.2045 top1 4.688 top5 3.125 | Epoch: [54][199/553] Time 2.437 Data 0.001 Err 0.2385 top1 7.031 top5 1.562 | Epoch: [54][200/553] Time 2.476 Data 0.001 Err 0.3837 top1 10.156 top5 3.125 | Epoch: [54][201/553] Time 2.465 Data 0.001 Err 0.1703 top1 4.688 top5 3.125 | Epoch: [54][202/553] Time 2.435 Data 0.001 Err 0.2557 top1 5.469 top5 2.344 | Epoch: [54][203/553] Time 2.454 Data 0.001 Err 0.2695 top1 6.250 top5 3.125 | Epoch: [54][204/553] Time 2.479 Data 0.001 Err 0.2238 top1 7.812 top5 0.000 | Epoch: [54][205/553] Time 2.476 Data 0.001 Err 0.2492 top1 7.031 top5 1.562 | Epoch: [54][206/553] Time 2.431 Data 0.001 Err 0.2316 top1 6.250 top5 0.000 | Epoch: [54][207/553] Time 2.434 Data 0.001 Err 0.3995 top1 11.719 top5 1.562 | Epoch: [54][208/553] Time 2.442 Data 0.001 Err 0.2688 top1 8.594 top5 0.781 | Epoch: [54][209/553] Time 2.449 Data 0.001 Err 0.2563 top1 6.250 top5 2.344 | Epoch: [54][210/553] Time 2.508 Data 0.001 Err 0.3378 top1 11.719 top5 2.344 | Epoch: [54][211/553] Time 2.483 Data 0.001 Err 0.2290 top1 6.250 top5 2.344 | Epoch: [54][212/553] Time 2.443 Data 0.001 Err 0.1656 top1 4.688 top5 0.781 | Epoch: [54][213/553] Time 2.441 Data 0.001 Err 0.4957 top1 12.500 top5 4.688 | Epoch: [54][214/553] Time 2.485 Data 0.001 Err 0.3405 top1 11.719 top5 1.562 | Epoch: [54][215/553] Time 2.450 Data 0.001 Err 0.2813 top1 8.594 top5 1.562 | Epoch: [54][216/553] Time 2.445 Data 0.000 Err 0.3703 top1 8.594 top5 1.562 | Epoch: [54][217/553] Time 2.491 Data 0.001 Err 0.1862 top1 3.906 top5 1.562 | Epoch: [54][218/553] Time 2.458 Data 0.001 Err 0.2570 top1 4.688 top5 0.781 | Epoch: [54][219/553] Time 2.458 Data 0.001 Err 0.3624 top1 9.375 top5 2.344 | Epoch: [54][220/553] Time 2.492 Data 0.001 Err 0.3850 top1 11.719 top5 3.125 | Epoch: [54][221/553] Time 2.438 Data 0.001 Err 0.3038 top1 6.250 top5 2.344 | Epoch: [54][222/553] Time 2.442 Data 0.001 Err 0.3866 top1 11.719 top5 3.125 | Epoch: [54][223/553] Time 2.441 Data 0.001 Err 0.2289 top1 6.250 top5 2.344 | Epoch: [54][224/553] Time 2.484 Data 0.001 Err 0.1095 top1 2.344 top5 0.000 | Epoch: [54][225/553] Time 2.463 Data 0.001 Err 0.2943 top1 5.469 top5 2.344 | Epoch: [54][226/553] Time 2.443 Data 0.001 Err 0.3149 top1 8.594 top5 3.125 | Epoch: [54][227/553] Time 2.469 Data 0.001 Err 0.3581 top1 10.156 top5 3.906 | Epoch: [54][228/553] Time 2.448 Data 0.001 Err 0.2919 top1 7.031 top5 2.344 | Epoch: [54][229/553] Time 2.435 Data 0.001 Err 0.2698 top1 8.594 top5 2.344 | Epoch: [54][230/553] Time 2.432 Data 0.001 Err 0.2061 top1 5.469 top5 1.562 | Epoch: [54][231/553] Time 2.439 Data 0.001 Err 0.1436 top1 3.906 top5 0.000 | Epoch: [54][232/553] Time 2.446 Data 0.001 Err 0.3582 top1 9.375 top5 3.125 | Epoch: [54][233/553] Time 2.452 Data 0.001 Err 0.3344 top1 8.594 top5 2.344 | Epoch: [54][234/553] Time 2.475 Data 0.000 Err 0.3406 top1 9.375 top5 1.562 | Epoch: [54][235/553] Time 2.440 Data 0.001 Err 0.1919 top1 7.031 top5 0.781 | Epoch: [54][236/553] Time 2.437 Data 0.001 Err 0.4859 top1 10.156 top5 4.688 | Epoch: [54][237/553] Time 2.431 Data 0.001 Err 0.2107 top1 5.469 top5 2.344 | Epoch: [54][238/553] Time 2.482 Data 0.001 Err 0.2410 top1 6.250 top5 2.344 | Epoch: [54][239/553] Time 2.451 Data 0.001 Err 0.4501 top1 14.062 top5 5.469 | Epoch: [54][240/553] Time 2.438 Data 0.001 Err 0.2157 top1 5.469 top5 1.562 | Epoch: [54][241/553] Time 2.439 Data 0.001 Err 0.1618 top1 3.906 top5 0.000 | Epoch: [54][242/553] Time 2.437 Data 0.001 Err 0.3489 top1 7.031 top5 3.125 | Epoch: [54][243/553] Time 2.472 Data 0.001 Err 0.2936 top1 7.031 top5 4.688 | Epoch: [54][244/553] Time 2.444 Data 0.001 Err 0.3726 top1 10.156 top5 3.906 | Epoch: [54][245/553] Time 2.443 Data 0.001 Err 0.3153 top1 10.938 top5 2.344 | Epoch: [54][246/553] Time 2.440 Data 0.001 Err 0.1878 top1 6.250 top5 0.781 | Epoch: [54][247/553] Time 2.462 Data 0.001 Err 0.3685 top1 8.594 top5 3.125 | Epoch: [54][248/553] Time 2.441 Data 0.001 Err 0.3173 top1 7.031 top5 3.125 | Epoch: [54][249/553] Time 2.478 Data 0.001 Err 0.3317 top1 4.688 top5 1.562 | Epoch: [54][250/553] Time 2.466 Data 0.001 Err 0.2084 top1 4.688 top5 1.562 | Epoch: [54][251/553] Time 2.479 Data 0.000 Err 0.2110 top1 6.250 top5 2.344 | Epoch: [54][252/553] Time 2.437 Data 0.000 Err 0.3702 top1 12.500 top5 2.344 | Epoch: [54][253/553] Time 2.501 Data 0.001 Err 0.3249 top1 7.031 top5 3.125 | Epoch: [54][254/553] Time 2.473 Data 0.000 Err 0.3149 top1 7.812 top5 1.562 | Epoch: [54][255/553] Time 2.441 Data 0.001 Err 0.4208 top1 10.156 top5 6.250 | Epoch: [54][256/553] Time 2.443 Data 0.001 Err 0.6933 top1 16.406 top5 9.375 | Epoch: [54][257/553] Time 2.474 Data 0.001 Err 0.2734 top1 6.250 top5 2.344 | Epoch: [54][258/553] Time 2.448 Data 0.001 Err 0.3364 top1 8.594 top5 2.344 | Epoch: [54][259/553] Time 2.452 Data 0.001 Err 0.2129 top1 6.250 top5 0.781 | Epoch: [54][260/553] Time 2.446 Data 0.001 Err 0.1328 top1 2.344 top5 0.781 | Epoch: [54][261/553] Time 2.434 Data 0.001 Err 0.2547 top1 5.469 top5 2.344 | Epoch: [54][262/553] Time 2.464 Data 0.001 Err 0.2791 top1 4.688 top5 3.125 | Epoch: [54][263/553] Time 2.475 Data 0.001 Err 0.3179 top1 5.469 top5 3.906 | Epoch: [54][264/553] Time 2.446 Data 0.001 Err 0.2785 top1 9.375 top5 0.781 | Epoch: [54][265/553] Time 2.473 Data 0.001 Err 0.2164 top1 4.688 top5 0.781 | Epoch: [54][266/553] Time 2.452 Data 0.001 Err 0.4051 top1 10.156 top5 3.906 | Epoch: [54][267/553] Time 2.475 Data 0.001 Err 0.2719 top1 7.031 top5 3.125 | Epoch: [54][268/553] Time 2.475 Data 0.001 Err 0.2814 top1 4.688 top5 3.125 | Epoch: [54][269/553] Time 2.469 Data 0.001 Err 0.3573 top1 8.594 top5 3.125 | Epoch: [54][270/553] Time 2.461 Data 0.001 Err 0.3501 top1 7.031 top5 2.344 | Epoch: [54][271/553] Time 2.442 Data 0.001 Err 0.2874 top1 6.250 top5 2.344 | Epoch: [54][272/553] Time 2.443 Data 0.001 Err 0.2002 top1 7.031 top5 1.562 | Epoch: [54][273/553] Time 2.440 Data 0.001 Err 0.3503 top1 9.375 top5 2.344 | Epoch: [54][274/553] Time 2.451 Data 0.001 Err 0.3540 top1 7.812 top5 3.906 | Epoch: [54][275/553] Time 2.454 Data 0.001 Err 0.3934 top1 10.156 top5 3.125 | Epoch: [54][276/553] Time 2.479 Data 0.001 Err 0.3263 top1 9.375 top5 3.125 | Epoch: [54][277/553] Time 2.437 Data 0.001 Err 0.3048 top1 8.594 top5 1.562 | Epoch: [54][278/553] Time 2.470 Data 0.001 Err 0.3884 top1 8.594 top5 3.125 | Epoch: [54][279/553] Time 2.474 Data 0.001 Err 0.2055 top1 7.031 top5 1.562 | Epoch: [54][280/553] Time 2.432 Data 0.001 Err 0.2898 top1 7.031 top5 1.562 | Epoch: [54][281/553] Time 2.466 Data 0.000 Err 0.1138 top1 1.562 top5 0.781 | Epoch: [54][282/553] Time 2.508 Data 0.000 Err 0.2391 top1 6.250 top5 0.781 | Epoch: [54][283/553] Time 2.441 Data 0.001 Err 0.2585 top1 7.031 top5 2.344 | Epoch: [54][284/553] Time 2.441 Data 0.001 Err 0.1816 top1 4.688 top5 0.000 | Epoch: [54][285/553] Time 2.447 Data 0.001 Err 0.2091 top1 4.688 top5 3.125 | Epoch: [54][286/553] Time 2.438 Data 0.001 Err 0.3626 top1 7.812 top5 4.688 | Epoch: [54][287/553] Time 2.468 Data 0.001 Err 0.3990 top1 10.938 top5 3.906 | Epoch: [54][288/553] Time 2.433 Data 0.001 Err 0.3419 top1 7.812 top5 3.906 | Epoch: [54][289/553] Time 2.432 Data 0.001 Err 0.3054 top1 7.031 top5 4.688 | Epoch: [54][290/553] Time 2.439 Data 0.001 Err 0.3778 top1 11.719 top5 3.125 | Epoch: [54][291/553] Time 2.449 Data 0.001 Err 0.2614 top1 10.156 top5 2.344 | Epoch: [54][292/553] Time 2.463 Data 0.001 Err 0.2058 top1 4.688 top5 1.562 | Epoch: [54][293/553] Time 2.441 Data 0.001 Err 0.2746 top1 8.594 top5 0.781 | Epoch: [54][294/553] Time 2.465 Data 0.001 Err 0.2829 top1 4.688 top5 1.562 | Epoch: [54][295/553] Time 2.443 Data 0.001 Err 0.2304 top1 5.469 top5 0.781 | Epoch: [54][296/553] Time 2.432 Data 0.001 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [54][297/553] Time 2.440 Data 0.001 Err 0.2740 top1 9.375 top5 0.781 | Epoch: [54][298/553] Time 2.450 Data 0.004 Err 0.2723 top1 7.812 top5 1.562 | Epoch: [54][299/553] Time 2.446 Data 0.001 Err 0.1229 top1 3.906 top5 0.781 | Epoch: [54][300/553] Time 2.464 Data 0.001 Err 0.2752 top1 7.812 top5 1.562 | Epoch: [54][301/553] Time 2.464 Data 0.001 Err 0.3054 top1 8.594 top5 2.344 | Epoch: [54][302/553] Time 2.444 Data 0.001 Err 0.3452 top1 8.594 top5 3.125 | Epoch: [54][303/553] Time 2.431 Data 0.001 Err 0.1872 top1 3.906 top5 1.562 | Epoch: [54][304/553] Time 2.433 Data 0.001 Err 0.2903 top1 7.031 top5 1.562 | Epoch: [54][305/553] Time 2.462 Data 0.001 Err 0.2719 top1 6.250 top5 2.344 | Epoch: [54][306/553] Time 2.444 Data 0.001 Err 0.3558 top1 11.719 top5 2.344 | Epoch: [54][307/553] Time 2.505 Data 0.001 Err 0.1616 top1 3.125 top5 1.562 | Epoch: [54][308/553] Time 2.447 Data 0.001 Err 0.2317 top1 5.469 top5 1.562 | Epoch: [54][309/553] Time 2.470 Data 0.001 Err 0.1978 top1 5.469 top5 0.781 | Epoch: [54][310/553] Time 2.437 Data 0.001 Err 0.3293 top1 7.031 top5 3.125 | Epoch: [54][311/553] Time 2.436 Data 0.001 Err 0.2891 top1 9.375 top5 1.562 | Epoch: [54][312/553] Time 2.446 Data 0.001 Err 0.2746 top1 8.594 top5 2.344 | Epoch: [54][313/553] Time 2.469 Data 0.001 Err 0.2948 top1 7.031 top5 2.344 | Epoch: [54][314/553] Time 2.444 Data 0.001 Err 0.2754 top1 6.250 top5 2.344 | Epoch: [54][315/553] Time 2.448 Data 0.001 Err 0.3599 top1 10.156 top5 3.125 | Epoch: [54][316/553] Time 2.533 Data 0.001 Err 0.4412 top1 13.281 top5 4.688 | Epoch: [54][317/553] Time 2.463 Data 0.001 Err 0.2968 top1 6.250 top5 1.562 | Epoch: [54][318/553] Time 2.456 Data 0.001 Err 0.2387 top1 7.031 top5 2.344 | Epoch: [54][319/553] Time 2.442 Data 0.001 Err 0.3360 top1 10.938 top5 2.344 | Epoch: [54][320/553] Time 2.444 Data 0.001 Err 0.4161 top1 10.938 top5 4.688 | Epoch: [54][321/553] Time 2.465 Data 0.001 Err 0.2662 top1 10.156 top5 1.562 | Epoch: [54][322/553] Time 2.479 Data 0.001 Err 0.3855 top1 8.594 top5 4.688 | Epoch: [54][323/553] Time 2.436 Data 0.000 Err 0.3315 top1 8.594 top5 2.344 | Epoch: [54][324/553] Time 2.445 Data 0.001 Err 0.3864 top1 10.938 top5 3.125 | Epoch: [54][325/553] Time 2.483 Data 0.001 Err 0.3333 top1 8.594 top5 1.562 | Epoch: [54][326/553] Time 2.433 Data 0.001 Err 0.2445 top1 7.031 top5 1.562 | Epoch: [54][327/553] Time 2.443 Data 0.001 Err 0.3878 top1 9.375 top5 4.688 | Epoch: [54][328/553] Time 2.446 Data 0.001 Err 0.2438 top1 7.031 top5 1.562 | Epoch: [54][329/553] Time 2.471 Data 0.001 Err 0.2981 top1 7.812 top5 2.344 | Epoch: [54][330/553] Time 2.444 Data 0.001 Err 0.2075 top1 4.688 top5 0.781 | Epoch: [54][331/553] Time 2.437 Data 0.001 Err 0.3032 top1 10.156 top5 0.781 | Epoch: [54][332/553] Time 2.466 Data 0.001 Err 0.3011 top1 10.938 top5 0.781 | Epoch: [54][333/553] Time 2.474 Data 0.001 Err 0.3737 top1 9.375 top5 5.469 | Epoch: [54][334/553] Time 2.511 Data 0.001 Err 0.3017 top1 8.594 top5 1.562 | Epoch: [54][335/553] Time 2.445 Data 0.001 Err 0.2648 top1 6.250 top5 1.562 | Epoch: [54][336/553] Time 2.435 Data 0.001 Err 0.2331 top1 4.688 top5 3.125 | Epoch: [54][337/553] Time 2.465 Data 0.001 Err 0.1911 top1 4.688 top5 1.562 | Epoch: [54][338/553] Time 2.475 Data 0.001 Err 0.2384 top1 5.469 top5 0.781 | Epoch: [54][339/553] Time 2.437 Data 0.001 Err 0.2417 top1 8.594 top5 0.000 | Epoch: [54][340/553] Time 2.460 Data 0.001 Err 0.1644 top1 3.125 top5 0.781 | Epoch: [54][341/553] Time 2.459 Data 0.001 Err 0.4792 top1 10.938 top5 6.250 | Epoch: [54][342/553] Time 2.463 Data 0.001 Err 0.2299 top1 5.469 top5 2.344 | Epoch: [54][343/553] Time 2.475 Data 0.001 Err 0.2034 top1 5.469 top5 0.781 | Epoch: [54][344/553] Time 2.485 Data 0.001 Err 0.3371 top1 10.156 top5 3.125 | Epoch: [54][345/553] Time 2.462 Data 0.001 Err 0.2706 top1 6.250 top5 1.562 | Epoch: [54][346/553] Time 2.442 Data 0.001 Err 0.3572 top1 10.156 top5 3.125 | Epoch: [54][347/553] Time 2.445 Data 0.001 Err 0.2970 top1 7.812 top5 2.344 | Epoch: [54][348/553] Time 2.449 Data 0.001 Err 0.4810 top1 13.281 top5 4.688 | Epoch: [54][349/553] Time 2.480 Data 0.001 Err 0.3489 top1 9.375 top5 2.344 | Epoch: [54][350/553] Time 2.467 Data 0.001 Err 0.1824 top1 5.469 top5 0.781 | Epoch: [54][351/553] Time 2.504 Data 0.001 Err 0.2739 top1 7.031 top5 0.781 | Epoch: [54][352/553] Time 2.447 Data 0.001 Err 0.2498 top1 7.812 top5 1.562 | Epoch: [54][353/553] Time 2.472 Data 0.001 Err 0.3116 top1 7.812 top5 3.125 | Epoch: [54][354/553] Time 2.447 Data 0.001 Err 0.3065 top1 8.594 top5 0.781 | Epoch: [54][355/553] Time 2.452 Data 0.001 Err 0.2147 top1 7.812 top5 0.781 | Epoch: [54][356/553] Time 2.455 Data 0.001 Err 0.3623 top1 9.375 top5 4.688 | Epoch: [54][357/553] Time 2.455 Data 0.001 Err 0.1579 top1 2.344 top5 1.562 | Epoch: [54][358/553] Time 2.433 Data 0.000 Err 0.2534 top1 7.812 top5 0.000 | Epoch: [54][359/553] Time 2.472 Data 0.001 Err 0.2589 top1 5.469 top5 2.344 | Epoch: [54][360/553] Time 2.441 Data 0.001 Err 0.2808 top1 7.031 top5 3.125 | Epoch: [54][361/553] Time 2.440 Data 0.001 Err 0.2437 top1 7.031 top5 0.781 | Epoch: [54][362/553] Time 2.496 Data 0.001 Err 0.4368 top1 8.594 top5 3.906 | Epoch: [54][363/553] Time 2.443 Data 0.001 Err 0.1136 top1 1.562 top5 0.000 | Epoch: [54][364/553] Time 2.437 Data 0.001 Err 0.2464 top1 5.469 top5 2.344 | Epoch: [54][365/553] Time 2.470 Data 0.001 Err 0.1655 top1 5.469 top5 2.344 | Epoch: [54][366/553] Time 2.442 Data 0.001 Err 0.2669 top1 5.469 top5 2.344 | Epoch: [54][367/553] Time 2.441 Data 0.001 Err 0.3812 top1 8.594 top5 2.344 | Epoch: [54][368/553] Time 2.447 Data 0.001 Err 0.3061 top1 8.594 top5 3.125 | Epoch: [54][369/553] Time 2.506 Data 0.001 Err 0.1923 top1 4.688 top5 1.562 | Epoch: [54][370/553] Time 2.437 Data 0.001 Err 0.2783 top1 8.594 top5 1.562 | Epoch: [54][371/553] Time 2.497 Data 0.001 Err 0.2776 top1 7.812 top5 2.344 | Epoch: [54][372/553] Time 2.497 Data 0.001 Err 0.3288 top1 10.156 top5 0.781 | Epoch: [54][373/553] Time 2.459 Data 0.001 Err 0.2689 top1 7.812 top5 1.562 | Epoch: [54][374/553] Time 2.459 Data 0.001 Err 0.3037 top1 7.812 top5 2.344 | Epoch: [54][375/553] Time 2.437 Data 0.001 Err 0.1615 top1 3.906 top5 1.562 | Epoch: [54][376/553] Time 2.440 Data 0.001 Err 0.3592 top1 10.938 top5 3.125 | Epoch: [54][377/553] Time 2.466 Data 0.001 Err 0.1691 top1 4.688 top5 0.781 | Epoch: [54][378/553] Time 2.447 Data 0.001 Err 0.2604 top1 10.156 top5 0.781 | Epoch: [54][379/553] Time 2.482 Data 0.001 Err 0.3958 top1 11.719 top5 2.344 | Epoch: [54][380/553] Time 2.493 Data 0.001 Err 0.2509 top1 6.250 top5 3.125 | Epoch: [54][381/553] Time 2.465 Data 0.001 Err 0.2396 top1 5.469 top5 3.125 | Epoch: [54][382/553] Time 2.450 Data 0.001 Err 0.4599 top1 10.156 top5 6.250 | Epoch: [54][383/553] Time 2.461 Data 0.001 Err 0.1412 top1 4.688 top5 0.000 | Epoch: [54][384/553] Time 2.452 Data 0.001 Err 0.1813 top1 3.125 top5 0.781 | Epoch: [54][385/553] Time 2.438 Data 0.001 Err 0.3040 top1 7.031 top5 2.344 | Epoch: [54][386/553] Time 2.468 Data 0.001 Err 0.3870 top1 10.938 top5 3.906 | Epoch: [54][387/553] Time 2.448 Data 0.001 Err 0.2805 top1 8.594 top5 2.344 | Epoch: [54][388/553] Time 2.450 Data 0.001 Err 0.2830 top1 9.375 top5 1.562 | Epoch: [54][389/553] Time 2.442 Data 0.001 Err 0.2295 top1 7.031 top5 1.562 | Epoch: [54][390/553] Time 2.467 Data 0.001 Err 0.2135 top1 7.812 top5 0.781 | Epoch: [54][391/553] Time 2.518 Data 0.001 Err 0.1662 top1 4.688 top5 0.000 | Epoch: [54][392/553] Time 2.473 Data 0.001 Err 0.2627 top1 7.031 top5 0.781 | Epoch: [54][393/553] Time 2.434 Data 0.001 Err 0.2235 top1 5.469 top5 2.344 | Epoch: [54][394/553] Time 2.475 Data 0.001 Err 0.3049 top1 7.812 top5 2.344 | Epoch: [54][395/553] Time 2.481 Data 0.001 Err 0.1775 top1 3.125 top5 1.562 | Epoch: [54][396/553] Time 2.435 Data 0.000 Err 0.2166 top1 5.469 top5 0.000 | Epoch: [54][397/553] Time 2.477 Data 0.001 Err 0.3942 top1 9.375 top5 6.250 | Epoch: [54][398/553] Time 2.510 Data 0.001 Err 0.3179 top1 11.719 top5 1.562 | Epoch: [54][399/553] Time 2.477 Data 0.002 Err 0.4444 top1 14.062 top5 3.125 | Epoch: [54][400/553] Time 2.504 Data 0.001 Err 0.1765 top1 3.125 top5 1.562 | Epoch: [54][401/553] Time 2.444 Data 0.001 Err 0.3793 top1 12.500 top5 1.562 | Epoch: [54][402/553] Time 2.440 Data 0.001 Err 0.2818 top1 7.031 top5 1.562 | Epoch: [54][403/553] Time 2.443 Data 0.001 Err 0.4148 top1 10.938 top5 3.125 | Epoch: [54][404/553] Time 2.456 Data 0.001 Err 0.2814 top1 3.906 top5 2.344 | Epoch: [54][405/553] Time 2.494 Data 0.001 Err 0.2129 top1 5.469 top5 0.781 | Epoch: [54][406/553] Time 2.437 Data 0.000 Err 0.4401 top1 10.938 top5 4.688 | Epoch: [54][407/553] Time 2.441 Data 0.001 Err 0.2843 top1 6.250 top5 3.906 | Epoch: [54][408/553] Time 2.444 Data 0.001 Err 0.2104 top1 6.250 top5 0.000 | Epoch: [54][409/553] Time 2.461 Data 0.001 Err 0.1994 top1 4.688 top5 2.344 | Epoch: [54][410/553] Time 2.469 Data 0.001 Err 0.2950 top1 7.031 top5 0.781 | Epoch: [54][411/553] Time 2.463 Data 0.001 Err 0.2754 top1 9.375 top5 2.344 | Epoch: [54][412/553] Time 2.477 Data 0.001 Err 0.2753 top1 6.250 top5 3.125 | Epoch: [54][413/553] Time 2.439 Data 0.001 Err 0.3091 top1 6.250 top5 2.344 | Epoch: [54][414/553] Time 2.514 Data 0.001 Err 0.5052 top1 9.375 top5 4.688 | Epoch: [54][415/553] Time 2.471 Data 0.001 Err 0.3190 top1 8.594 top5 1.562 | Epoch: [54][416/553] Time 2.509 Data 0.001 Err 0.2211 top1 6.250 top5 2.344 | Epoch: [54][417/553] Time 2.442 Data 0.001 Err 0.2809 top1 7.812 top5 2.344 | Epoch: [54][418/553] Time 2.437 Data 0.000 Err 0.3097 top1 7.812 top5 1.562 | Epoch: [54][419/553] Time 2.472 Data 0.001 Err 0.3527 top1 12.500 top5 2.344 | Epoch: [54][420/553] Time 2.446 Data 0.001 Err 0.2598 top1 5.469 top5 1.562 | Epoch: [54][421/553] Time 2.431 Data 0.001 Err 0.1767 top1 5.469 top5 0.000 | Epoch: [54][422/553] Time 2.442 Data 0.001 Err 0.2310 top1 4.688 top5 2.344 | Epoch: [54][423/553] Time 2.437 Data 0.001 Err 0.3838 top1 9.375 top5 3.125 | Epoch: [54][424/553] Time 2.471 Data 0.001 Err 0.2657 top1 3.906 top5 1.562 | Epoch: [54][425/553] Time 2.440 Data 0.001 Err 0.3767 top1 11.719 top5 2.344 | Epoch: [54][426/553] Time 2.436 Data 0.001 Err 0.1694 top1 4.688 top5 1.562 | Epoch: [54][427/553] Time 2.492 Data 0.001 Err 0.3331 top1 6.250 top5 3.125 | Epoch: [54][428/553] Time 2.435 Data 0.001 Err 0.4492 top1 9.375 top5 7.031 | Epoch: [54][429/553] Time 2.472 Data 0.001 Err 0.3506 top1 9.375 top5 2.344 | Epoch: [54][430/553] Time 2.478 Data 0.001 Err 0.2492 top1 6.250 top5 2.344 | Epoch: [54][431/553] Time 2.437 Data 0.001 Err 0.2754 top1 8.594 top5 2.344 | Epoch: [54][432/553] Time 2.435 Data 0.001 Err 0.1937 top1 4.688 top5 1.562 | Epoch: [54][433/553] Time 2.475 Data 0.001 Err 0.2589 top1 6.250 top5 2.344 | Epoch: [54][434/553] Time 2.438 Data 0.001 Err 0.2161 top1 7.031 top5 3.125 | Epoch: [54][435/553] Time 2.460 Data 0.001 Err 0.3248 top1 7.812 top5 2.344 | Epoch: [54][436/553] Time 2.442 Data 0.001 Err 0.1714 top1 4.688 top5 2.344 | Epoch: [54][437/553] Time 2.437 Data 0.001 Err 0.3879 top1 13.281 top5 3.906 | Epoch: [54][438/553] Time 2.442 Data 0.001 Err 0.3372 top1 9.375 top5 4.688 | Epoch: [54][439/553] Time 2.463 Data 0.001 Err 0.2278 top1 6.250 top5 1.562 | Epoch: [54][440/553] Time 2.439 Data 0.000 Err 0.3398 top1 8.594 top5 3.906 | Epoch: [54][441/553] Time 2.478 Data 0.001 Err 0.3700 top1 10.156 top5 3.125 | Epoch: [54][442/553] Time 2.433 Data 0.001 Err 0.2239 top1 4.688 top5 3.125 | Epoch: [54][443/553] Time 2.438 Data 0.001 Err 0.2800 top1 7.812 top5 1.562 | Epoch: [54][444/553] Time 2.438 Data 0.001 Err 0.2697 top1 5.469 top5 2.344 | Epoch: [54][445/553] Time 2.451 Data 0.001 Err 0.3514 top1 10.156 top5 1.562 | Epoch: [54][446/553] Time 2.510 Data 0.001 Err 0.2934 top1 7.031 top5 2.344 | Epoch: [54][447/553] Time 2.436 Data 0.001 Err 0.3115 top1 7.031 top5 3.125 | Epoch: [54][448/553] Time 2.443 Data 0.001 Err 0.4326 top1 13.281 top5 6.250 | Epoch: [54][449/553] Time 2.434 Data 0.001 Err 0.2525 top1 4.688 top5 3.125 | Epoch: [54][450/553] Time 2.438 Data 0.000 Err 0.3681 top1 9.375 top5 4.688 | Epoch: [54][451/553] Time 2.504 Data 0.001 Err 0.3294 top1 6.250 top5 2.344 | Epoch: [54][452/553] Time 2.442 Data 0.001 Err 0.2799 top1 6.250 top5 2.344 | Epoch: [54][453/553] Time 2.440 Data 0.001 Err 0.2970 top1 7.031 top5 2.344 | Epoch: [54][454/553] Time 2.448 Data 0.001 Err 0.2178 top1 4.688 top5 0.781 | Epoch: [54][455/553] Time 2.478 Data 0.001 Err 0.5039 top1 10.938 top5 3.906 | Epoch: [54][456/553] Time 2.437 Data 0.001 Err 0.2803 top1 8.594 top5 0.781 | Epoch: [54][457/553] Time 2.441 Data 0.001 Err 0.2861 top1 9.375 top5 1.562 | Epoch: [54][458/553] Time 2.438 Data 0.001 Err 0.1604 top1 3.125 top5 0.781 | Epoch: [54][459/553] Time 2.446 Data 0.001 Err 0.2672 top1 10.156 top5 1.562 | Epoch: [54][460/553] Time 2.442 Data 0.001 Err 0.3101 top1 7.812 top5 3.906 | Epoch: [54][461/553] Time 2.479 Data 0.001 Err 0.1684 top1 4.688 top5 0.781 | Epoch: [54][462/553] Time 2.445 Data 0.001 Err 0.3361 top1 11.719 top5 0.781 | Epoch: [54][463/553] Time 2.518 Data 0.001 Err 0.2821 top1 7.812 top5 2.344 | Epoch: [54][464/553] Time 2.436 Data 0.001 Err 0.2106 top1 6.250 top5 1.562 | Epoch: [54][465/553] Time 2.448 Data 0.001 Err 0.2058 top1 7.031 top5 0.781 | Epoch: [54][466/553] Time 2.469 Data 0.001 Err 0.2282 top1 6.250 top5 2.344 | Epoch: [54][467/553] Time 2.482 Data 0.001 Err 0.2851 top1 8.594 top5 1.562 | Epoch: [54][468/553] Time 2.438 Data 0.001 Err 0.2801 top1 7.031 top5 2.344 | Epoch: [54][469/553] Time 2.476 Data 0.001 Err 0.3358 top1 7.812 top5 3.906 | Epoch: [54][470/553] Time 2.475 Data 0.000 Err 0.3647 top1 10.156 top5 3.906 | Epoch: [54][471/553] Time 2.441 Data 0.001 Err 0.2256 top1 6.250 top5 2.344 | Epoch: [54][472/553] Time 2.443 Data 0.000 Err 0.3083 top1 8.594 top5 1.562 | Epoch: [54][473/553] Time 2.438 Data 0.001 Err 0.2536 top1 7.031 top5 1.562 | Epoch: [54][474/553] Time 2.464 Data 0.001 Err 0.3095 top1 9.375 top5 2.344 | Epoch: [54][475/553] Time 2.444 Data 0.001 Err 0.2677 top1 7.812 top5 1.562 | Epoch: [54][476/553] Time 2.438 Data 0.001 Err 0.2274 top1 6.250 top5 1.562 | Epoch: [54][477/553] Time 2.443 Data 0.001 Err 0.2939 top1 8.594 top5 3.125 | Epoch: [54][478/553] Time 2.456 Data 0.001 Err 0.4392 top1 12.500 top5 3.125 | Epoch: [54][479/553] Time 2.440 Data 0.001 Err 0.3259 top1 10.156 top5 2.344 | Epoch: [54][480/553] Time 2.433 Data 0.001 Err 0.2065 top1 5.469 top5 1.562 | Epoch: [54][481/553] Time 2.435 Data 0.001 Err 0.2825 top1 10.156 top5 0.781 | Epoch: [54][482/553] Time 2.440 Data 0.001 Err 0.3434 top1 10.156 top5 3.906 | Epoch: [54][483/553] Time 2.470 Data 0.001 Err 0.2312 top1 6.250 top5 1.562 | Epoch: [54][484/553] Time 2.434 Data 0.001 Err 0.2521 top1 7.812 top5 1.562 | Epoch: [54][485/553] Time 2.437 Data 0.001 Err 0.3065 top1 8.594 top5 1.562 | Epoch: [54][486/553] Time 2.435 Data 0.001 Err 0.3631 top1 11.719 top5 2.344 | Epoch: [54][487/553] Time 2.443 Data 0.001 Err 0.2268 top1 4.688 top5 2.344 | Epoch: [54][488/553] Time 2.438 Data 0.001 Err 0.3734 top1 7.031 top5 3.906 | Epoch: [54][489/553] Time 2.464 Data 0.001 Err 0.2534 top1 6.250 top5 2.344 | Epoch: [54][490/553] Time 2.444 Data 0.001 Err 0.2323 top1 6.250 top5 1.562 | Epoch: [54][491/553] Time 2.470 Data 0.001 Err 0.2336 top1 4.688 top5 3.125 | Epoch: [54][492/553] Time 2.478 Data 0.001 Err 0.1760 top1 4.688 top5 0.000 | Epoch: [54][493/553] Time 2.442 Data 0.001 Err 0.2713 top1 6.250 top5 3.125 | Epoch: [54][494/553] Time 2.473 Data 0.001 Err 0.3241 top1 6.250 top5 1.562 | Epoch: [54][495/553] Time 2.520 Data 0.001 Err 0.3068 top1 8.594 top5 1.562 | Epoch: [54][496/553] Time 2.449 Data 0.001 Err 0.2883 top1 7.031 top5 2.344 | Epoch: [54][497/553] Time 2.484 Data 0.001 Err 0.2368 top1 6.250 top5 2.344 | Epoch: [54][498/553] Time 2.468 Data 0.001 Err 0.2869 top1 6.250 top5 3.125 | Epoch: [54][499/553] Time 2.495 Data 0.001 Err 0.2298 top1 5.469 top5 1.562 | Epoch: [54][500/553] Time 2.433 Data 0.001 Err 0.2267 top1 6.250 top5 2.344 | Epoch: [54][501/553] Time 2.455 Data 0.001 Err 0.2903 top1 6.250 top5 2.344 | Epoch: [54][502/553] Time 2.485 Data 0.001 Err 0.2050 top1 4.688 top5 0.781 | Epoch: [54][503/553] Time 2.463 Data 0.001 Err 0.1920 top1 5.469 top5 0.781 | Epoch: [54][504/553] Time 2.435 Data 0.001 Err 0.2889 top1 9.375 top5 2.344 | Epoch: [54][505/553] Time 2.434 Data 0.001 Err 0.2321 top1 6.250 top5 2.344 | Epoch: [54][506/553] Time 2.434 Data 0.001 Err 0.3602 top1 7.812 top5 2.344 | Epoch: [54][507/553] Time 2.471 Data 0.001 Err 0.2314 top1 5.469 top5 0.781 | Epoch: [54][508/553] Time 2.439 Data 0.001 Err 0.2064 top1 5.469 top5 1.562 | Epoch: [54][509/553] Time 2.499 Data 0.001 Err 0.4281 top1 11.719 top5 4.688 | Epoch: [54][510/553] Time 2.462 Data 0.000 Err 0.4120 top1 10.156 top5 3.125 | Epoch: [54][511/553] Time 2.444 Data 0.001 Err 0.2773 top1 7.812 top5 1.562 | Epoch: [54][512/553] Time 2.439 Data 0.001 Err 0.3728 top1 10.156 top5 2.344 | Epoch: [54][513/553] Time 2.435 Data 0.001 Err 0.4475 top1 10.156 top5 3.906 | Epoch: [54][514/553] Time 2.475 Data 0.001 Err 0.4193 top1 12.500 top5 3.906 | Epoch: [54][515/553] Time 2.451 Data 0.001 Err 0.3498 top1 8.594 top5 3.125 | Epoch: [54][516/553] Time 2.442 Data 0.001 Err 0.3436 top1 7.812 top5 3.906 | Epoch: [54][517/553] Time 2.433 Data 0.001 Err 0.3275 top1 7.812 top5 1.562 | Epoch: [54][518/553] Time 2.456 Data 0.000 Err 0.3649 top1 11.719 top5 2.344 | Epoch: [54][519/553] Time 2.435 Data 0.000 Err 0.3471 top1 10.938 top5 3.906 | Epoch: [54][520/553] Time 2.432 Data 0.001 Err 0.3592 top1 9.375 top5 3.125 | Epoch: [54][521/553] Time 2.499 Data 0.001 Err 0.2075 top1 4.688 top5 0.781 | Epoch: [54][522/553] Time 2.511 Data 0.001 Err 0.3105 top1 9.375 top5 1.562 | Epoch: [54][523/553] Time 2.453 Data 0.001 Err 0.2948 top1 7.812 top5 3.906 | Epoch: [54][524/553] Time 2.440 Data 0.001 Err 0.3108 top1 7.812 top5 3.125 | Epoch: [54][525/553] Time 2.473 Data 0.001 Err 0.3260 top1 8.594 top5 2.344 | Epoch: [54][526/553] Time 2.435 Data 0.001 Err 0.1303 top1 2.344 top5 1.562 | Epoch: [54][527/553] Time 2.433 Data 0.001 Err 0.2237 top1 4.688 top5 2.344 | Epoch: [54][528/553] Time 2.437 Data 0.001 Err 0.3778 top1 10.938 top5 3.125 | Epoch: [54][529/553] Time 2.440 Data 0.001 Err 0.3102 top1 8.594 top5 3.906 | Epoch: [54][530/553] Time 2.482 Data 0.001 Err 0.3688 top1 10.938 top5 1.562 | Epoch: [54][531/553] Time 2.477 Data 0.001 Err 0.2997 top1 7.812 top5 2.344 | Epoch: [54][532/553] Time 2.442 Data 0.001 Err 0.2876 top1 7.031 top5 3.125 | Epoch: [54][533/553] Time 2.470 Data 0.001 Err 0.3306 top1 8.594 top5 4.688 | Epoch: [54][534/553] Time 2.443 Data 0.001 Err 0.3643 top1 9.375 top5 3.125 | Epoch: [54][535/553] Time 2.435 Data 0.001 Err 0.3537 top1 14.844 top5 1.562 | Epoch: [54][536/553] Time 2.438 Data 0.001 Err 0.2108 top1 5.469 top5 0.781 | Epoch: [54][537/553] Time 2.459 Data 0.001 Err 0.3863 top1 6.250 top5 2.344 | Epoch: [54][538/553] Time 2.448 Data 0.001 Err 0.3848 top1 8.594 top5 3.125 | Epoch: [54][539/553] Time 2.452 Data 0.000 Err 0.4521 top1 10.938 top5 3.125 | Epoch: [54][540/553] Time 2.441 Data 0.001 Err 0.2819 top1 6.250 top5 1.562 | Epoch: [54][541/553] Time 2.462 Data 0.001 Err 0.2241 top1 7.031 top5 0.781 | Epoch: [54][542/553] Time 2.441 Data 0.001 Err 0.1741 top1 3.906 top5 0.000 | Epoch: [54][543/553] Time 2.434 Data 0.000 Err 0.2575 top1 8.594 top5 1.562 | Epoch: [54][544/553] Time 2.445 Data 0.000 Err 0.2903 top1 6.250 top5 3.125 | Epoch: [54][545/553] Time 2.439 Data 0.000 Err 0.1801 top1 7.031 top5 0.781 | Epoch: [54][546/553] Time 2.446 Data 0.000 Err 0.2044 top1 5.469 top5 2.344 | Epoch: [54][547/553] Time 2.436 Data 0.000 Err 0.1686 top1 4.688 top5 0.000 | Epoch: [54][548/553] Time 2.434 Data 0.000 Err 0.2234 top1 7.031 top5 0.781 | Epoch: [54][549/553] Time 2.484 Data 0.000 Err 0.3536 top1 10.156 top5 1.562 | Epoch: [54][550/553] Time 2.444 Data 0.000 Err 0.3132 top1 9.375 top5 2.344 | Epoch: [54][551/553] Time 2.433 Data 0.000 Err 0.3558 top1 10.938 top5 3.906 | Epoch: [54][552/553] Time 2.445 Data 0.001 Err 0.3116 top1 9.375 top5 2.344 | Epoch: [54][553/553] Time 1.030 Data 0.000 Err 0.3630 top1 11.364 top5 0.000 | Test: [54][1/198] Time 2.210 Data 1.490 top1 11.719 ( 11.719) top5 3.906 ( 3.906) | Test: [54][2/198] Time 0.716 Data 0.001 top1 10.938 ( 11.328) top5 2.344 ( 3.125) | Test: [54][3/198] Time 0.719 Data 0.000 top1 11.719 ( 11.458) top5 3.906 ( 3.385) | Test: [54][4/198] Time 0.715 Data 0.001 top1 18.750 ( 13.281) top5 3.906 ( 3.516) | Test: [54][5/198] Time 0.709 Data 0.001 top1 11.719 ( 12.969) top5 3.906 ( 3.594) | Test: [54][6/198] Time 0.720 Data 0.001 top1 10.938 ( 12.630) top5 0.781 ( 3.125) | Test: [54][7/198] Time 0.716 Data 0.001 top1 14.062 ( 12.835) top5 3.906 ( 3.237) | Test: [54][8/198] Time 0.722 Data 0.001 top1 9.375 ( 12.402) top5 2.344 ( 3.125) | Test: [54][9/198] Time 0.721 Data 0.001 top1 12.500 ( 12.413) top5 0.781 ( 2.865) | Test: [54][10/198] Time 0.718 Data 0.001 top1 14.062 ( 12.578) top5 3.125 ( 2.891) | Test: [54][11/198] Time 0.719 Data 0.001 top1 16.406 ( 12.926) top5 3.125 ( 2.912) | Test: [54][12/198] Time 0.714 Data 0.001 top1 11.719 ( 12.826) top5 0.781 ( 2.734) | Test: [54][13/198] Time 0.719 Data 0.001 top1 12.500 ( 12.800) top5 2.344 ( 2.704) | Test: [54][14/198] Time 0.718 Data 0.001 top1 14.062 ( 12.891) top5 3.906 ( 2.790) | Test: [54][15/198] Time 0.720 Data 0.001 top1 14.062 ( 12.969) top5 3.906 ( 2.865) | Test: [54][16/198] Time 0.719 Data 0.001 top1 12.500 ( 12.939) top5 2.344 ( 2.832) | Test: [54][17/198] Time 0.715 Data 0.001 top1 13.281 ( 12.960) top5 3.125 ( 2.849) | Test: [54][18/198] Time 0.715 Data 0.001 top1 10.938 ( 12.847) top5 1.562 ( 2.778) | Test: [54][19/198] Time 0.717 Data 0.001 top1 10.938 ( 12.747) top5 2.344 ( 2.755) | Test: [54][20/198] Time 0.721 Data 0.001 top1 11.719 ( 12.695) top5 2.344 ( 2.734) | Test: [54][21/198] Time 0.715 Data 0.001 top1 14.062 ( 12.760) top5 3.906 ( 2.790) | Test: [54][22/198] Time 0.721 Data 0.001 top1 12.500 ( 12.749) top5 1.562 ( 2.734) | Test: [54][23/198] Time 0.718 Data 0.001 top1 17.188 ( 12.942) top5 3.906 ( 2.785) | Test: [54][24/198] Time 0.714 Data 0.001 top1 14.062 ( 12.988) top5 1.562 ( 2.734) | Test: [54][25/198] Time 0.720 Data 0.001 top1 15.625 ( 13.094) top5 4.688 ( 2.812) | Test: [54][26/198] Time 0.717 Data 0.001 top1 11.719 ( 13.041) top5 2.344 ( 2.794) | Test: [54][27/198] Time 0.715 Data 0.001 top1 10.938 ( 12.963) top5 0.781 ( 2.720) | Test: [54][28/198] Time 0.720 Data 0.001 top1 12.500 ( 12.946) top5 3.125 ( 2.734) | Test: [54][29/198] Time 0.716 Data 0.001 top1 16.406 ( 13.066) top5 3.906 ( 2.775) | Test: [54][30/198] Time 0.729 Data 0.001 top1 10.938 ( 12.995) top5 1.562 ( 2.734) | Test: [54][31/198] Time 0.726 Data 0.001 top1 7.812 ( 12.828) top5 0.781 ( 2.671) | Test: [54][32/198] Time 0.722 Data 0.001 top1 10.938 ( 12.769) top5 4.688 ( 2.734) | Test: [54][33/198] Time 0.717 Data 0.001 top1 7.812 ( 12.618) top5 1.562 ( 2.699) | Test: [54][34/198] Time 0.717 Data 0.001 top1 10.938 ( 12.569) top5 3.125 ( 2.711) | Test: [54][35/198] Time 0.727 Data 0.001 top1 10.938 ( 12.522) top5 1.562 ( 2.679) | Test: [54][36/198] Time 0.717 Data 0.001 top1 10.938 ( 12.478) top5 1.562 ( 2.648) | Test: [54][37/198] Time 0.718 Data 0.001 top1 16.406 ( 12.584) top5 5.469 ( 2.724) | Test: [54][38/198] Time 0.713 Data 0.001 top1 11.719 ( 12.562) top5 2.344 ( 2.714) | Test: [54][39/198] Time 0.728 Data 0.001 top1 14.062 ( 12.600) top5 7.812 ( 2.845) | Test: [54][40/198] Time 0.719 Data 0.001 top1 9.375 ( 12.520) top5 3.125 ( 2.852) | Test: [54][41/198] Time 0.719 Data 0.001 top1 14.844 ( 12.576) top5 3.125 ( 2.858) | Test: [54][42/198] Time 0.718 Data 0.001 top1 14.062 ( 12.612) top5 3.906 ( 2.883) | Test: [54][43/198] Time 0.719 Data 0.001 top1 12.500 ( 12.609) top5 2.344 ( 2.871) | Test: [54][44/198] Time 0.716 Data 0.001 top1 12.500 ( 12.607) top5 7.031 ( 2.965) | Test: [54][45/198] Time 0.718 Data 0.002 top1 15.625 ( 12.674) top5 1.562 ( 2.934) | Test: [54][46/198] Time 0.719 Data 0.001 top1 15.625 ( 12.738) top5 3.125 ( 2.938) | Test: [54][47/198] Time 0.720 Data 0.001 top1 14.844 ( 12.783) top5 7.031 ( 3.025) | Test: [54][48/198] Time 0.722 Data 0.001 top1 10.938 ( 12.744) top5 0.781 ( 2.979) | Test: [54][49/198] Time 0.718 Data 0.001 top1 8.594 ( 12.659) top5 0.781 ( 2.934) | Test: [54][50/198] Time 0.719 Data 0.001 top1 10.156 ( 12.609) top5 3.125 ( 2.938) | Test: [54][51/198] Time 0.715 Data 0.001 top1 10.938 ( 12.577) top5 2.344 ( 2.926) | Test: [54][52/198] Time 0.715 Data 0.001 top1 9.375 ( 12.515) top5 0.781 ( 2.885) | Test: [54][53/198] Time 0.717 Data 0.001 top1 15.625 ( 12.574) top5 4.688 ( 2.919) | Test: [54][54/198] Time 0.732 Data 0.001 top1 12.500 ( 12.572) top5 2.344 ( 2.908) | Test: [54][55/198] Time 0.718 Data 0.001 top1 8.594 ( 12.500) top5 2.344 ( 2.898) | Test: [54][56/198] Time 0.724 Data 0.001 top1 17.188 ( 12.584) top5 3.906 ( 2.916) | Test: [54][57/198] Time 0.716 Data 0.001 top1 13.281 ( 12.596) top5 3.125 ( 2.919) | Test: [54][58/198] Time 0.720 Data 0.001 top1 13.281 ( 12.608) top5 6.250 ( 2.977) | Test: [54][59/198] Time 0.720 Data 0.001 top1 14.844 ( 12.646) top5 4.688 ( 3.006) | Test: [54][60/198] Time 0.711 Data 0.001 top1 16.406 ( 12.708) top5 2.344 ( 2.995) | Test: [54][61/198] Time 0.719 Data 0.001 top1 9.375 ( 12.654) top5 3.125 ( 2.997) | Test: [54][62/198] Time 0.714 Data 0.001 top1 10.938 ( 12.626) top5 1.562 ( 2.974) | Test: [54][63/198] Time 0.722 Data 0.001 top1 13.281 ( 12.636) top5 0.781 ( 2.939) | Test: [54][64/198] Time 0.716 Data 0.001 top1 10.938 ( 12.610) top5 3.125 ( 2.942) | Test: [54][65/198] Time 0.712 Data 0.001 top1 15.625 ( 12.656) top5 1.562 ( 2.921) | Test: [54][66/198] Time 0.726 Data 0.001 top1 10.156 ( 12.618) top5 2.344 ( 2.912) | Test: [54][67/198] Time 0.723 Data 0.001 top1 16.406 ( 12.675) top5 3.906 ( 2.927) | Test: [54][68/198] Time 0.721 Data 0.001 top1 15.625 ( 12.718) top5 1.562 ( 2.907) | Test: [54][69/198] Time 0.722 Data 0.001 top1 11.719 ( 12.704) top5 3.125 ( 2.910) | Test: [54][70/198] Time 0.724 Data 0.001 top1 5.469 ( 12.600) top5 0.000 ( 2.868) | Test: [54][71/198] Time 0.730 Data 0.001 top1 12.500 ( 12.599) top5 4.688 ( 2.894) | Test: [54][72/198] Time 0.720 Data 0.000 top1 14.844 ( 12.630) top5 3.906 ( 2.908) | Test: [54][73/198] Time 0.721 Data 0.001 top1 11.719 ( 12.618) top5 2.344 ( 2.900) | Test: [54][74/198] Time 0.718 Data 0.001 top1 15.625 ( 12.658) top5 3.125 ( 2.903) | Test: [54][75/198] Time 0.714 Data 0.001 top1 9.375 ( 12.615) top5 2.344 ( 2.896) | Test: [54][76/198] Time 0.727 Data 0.001 top1 11.719 ( 12.603) top5 3.125 ( 2.899) | Test: [54][77/198] Time 0.715 Data 0.001 top1 11.719 ( 12.591) top5 1.562 ( 2.881) | Test: [54][78/198] Time 0.726 Data 0.001 top1 13.281 ( 12.600) top5 0.000 ( 2.845) | Test: [54][79/198] Time 0.713 Data 0.001 top1 14.062 ( 12.619) top5 3.125 ( 2.848) | Test: [54][80/198] Time 0.721 Data 0.001 top1 10.156 ( 12.588) top5 1.562 ( 2.832) | Test: [54][81/198] Time 0.716 Data 0.001 top1 15.625 ( 12.625) top5 2.344 ( 2.826) | Test: [54][82/198] Time 0.715 Data 0.001 top1 12.500 ( 12.624) top5 0.000 ( 2.792) | Test: [54][83/198] Time 0.719 Data 0.001 top1 8.594 ( 12.575) top5 2.344 ( 2.786) | Test: [54][84/198] Time 0.716 Data 0.001 top1 11.719 ( 12.565) top5 2.344 ( 2.781) | Test: [54][85/198] Time 0.735 Data 0.001 top1 10.938 ( 12.546) top5 3.906 ( 2.794) | Test: [54][86/198] Time 0.717 Data 0.002 top1 9.375 ( 12.509) top5 1.562 ( 2.780) | Test: [54][87/198] Time 0.731 Data 0.001 top1 16.406 ( 12.554) top5 3.125 ( 2.784) | Test: [54][88/198] Time 0.714 Data 0.001 top1 11.719 ( 12.544) top5 3.125 ( 2.788) | Test: [54][89/198] Time 0.718 Data 0.001 top1 10.156 ( 12.518) top5 2.344 ( 2.783) | Test: [54][90/198] Time 0.716 Data 0.001 top1 14.844 ( 12.543) top5 2.344 ( 2.778) | Test: [54][91/198] Time 0.715 Data 0.001 top1 18.750 ( 12.612) top5 3.906 ( 2.790) | Test: [54][92/198] Time 0.718 Data 0.001 top1 10.156 ( 12.585) top5 2.344 ( 2.785) | Test: [54][93/198] Time 0.715 Data 0.001 top1 11.719 ( 12.576) top5 0.781 ( 2.764) | Test: [54][94/198] Time 0.720 Data 0.001 top1 4.688 ( 12.492) top5 0.000 ( 2.734) | Test: [54][95/198] Time 0.717 Data 0.001 top1 11.719 ( 12.484) top5 1.562 ( 2.722) | Test: [54][96/198] Time 0.713 Data 0.000 top1 14.062 ( 12.500) top5 3.125 ( 2.726) | Test: [54][97/198] Time 0.724 Data 0.001 top1 8.594 ( 12.460) top5 1.562 ( 2.714) | Test: [54][98/198] Time 0.734 Data 0.001 top1 10.938 ( 12.444) top5 1.562 ( 2.702) | Test: [54][99/198] Time 0.710 Data 0.001 top1 14.844 ( 12.468) top5 3.906 ( 2.715) | Test: [54][100/198] Time 0.717 Data 0.001 top1 10.938 ( 12.453) top5 4.688 ( 2.734) | Test: [54][101/198] Time 0.712 Data 0.001 top1 15.625 ( 12.485) top5 1.562 ( 2.723) | Test: [54][102/198] Time 0.717 Data 0.001 top1 12.500 ( 12.485) top5 3.906 ( 2.734) | Test: [54][103/198] Time 0.719 Data 0.001 top1 10.938 ( 12.470) top5 2.344 ( 2.731) | Test: [54][104/198] Time 0.723 Data 0.001 top1 11.719 ( 12.462) top5 2.344 ( 2.727) | Test: [54][105/198] Time 0.715 Data 0.001 top1 17.188 ( 12.507) top5 4.688 ( 2.746) | Test: [54][106/198] Time 0.721 Data 0.001 top1 14.062 ( 12.522) top5 6.250 ( 2.779) | Test: [54][107/198] Time 0.719 Data 0.001 top1 10.938 ( 12.507) top5 2.344 ( 2.775) | Test: [54][108/198] Time 0.717 Data 0.001 top1 14.844 ( 12.529) top5 2.344 ( 2.771) | Test: [54][109/198] Time 0.718 Data 0.001 top1 8.594 ( 12.493) top5 0.781 ( 2.752) | Test: [54][110/198] Time 0.723 Data 0.001 top1 13.281 ( 12.500) top5 2.344 ( 2.749) | Test: [54][111/198] Time 0.724 Data 0.001 top1 10.156 ( 12.479) top5 0.781 ( 2.731) | Test: [54][112/198] Time 0.720 Data 0.001 top1 13.281 ( 12.486) top5 3.125 ( 2.734) | Test: [54][113/198] Time 0.717 Data 0.001 top1 16.406 ( 12.521) top5 6.250 ( 2.765) | Test: [54][114/198] Time 0.740 Data 0.001 top1 10.938 ( 12.507) top5 0.781 ( 2.748) | Test: [54][115/198] Time 0.732 Data 0.001 top1 16.406 ( 12.541) top5 3.906 ( 2.758) | Test: [54][116/198] Time 0.720 Data 0.001 top1 14.844 ( 12.561) top5 1.562 ( 2.748) | Test: [54][117/198] Time 0.725 Data 0.001 top1 14.062 ( 12.573) top5 3.906 ( 2.758) | Test: [54][118/198] Time 0.723 Data 0.001 top1 17.188 ( 12.613) top5 3.125 ( 2.761) | Test: [54][119/198] Time 0.736 Data 0.004 top1 10.938 ( 12.598) top5 3.125 ( 2.764) | Test: [54][120/198] Time 0.713 Data 0.001 top1 19.531 ( 12.656) top5 1.562 ( 2.754) | Test: [54][121/198] Time 0.714 Data 0.001 top1 13.281 ( 12.661) top5 2.344 ( 2.751) | Test: [54][122/198] Time 0.713 Data 0.001 top1 10.938 ( 12.647) top5 0.781 ( 2.734) | Test: [54][123/198] Time 0.716 Data 0.001 top1 11.719 ( 12.640) top5 1.562 ( 2.725) | Test: [54][124/198] Time 0.720 Data 0.001 top1 11.719 ( 12.632) top5 2.344 ( 2.722) | Test: [54][125/198] Time 0.717 Data 0.001 top1 11.719 ( 12.625) top5 0.781 ( 2.706) | Test: [54][126/198] Time 0.720 Data 0.001 top1 17.188 ( 12.661) top5 2.344 ( 2.703) | Test: [54][127/198] Time 0.713 Data 0.001 top1 15.625 ( 12.685) top5 3.906 ( 2.713) | Test: [54][128/198] Time 0.720 Data 0.001 top1 13.281 ( 12.689) top5 1.562 ( 2.704) | Test: [54][129/198] Time 0.718 Data 0.001 top1 17.969 ( 12.730) top5 5.469 ( 2.725) | Test: [54][130/198] Time 0.717 Data 0.001 top1 14.844 ( 12.746) top5 3.125 ( 2.728) | Test: [54][131/198] Time 0.718 Data 0.001 top1 10.156 ( 12.727) top5 2.344 ( 2.725) | Test: [54][132/198] Time 0.721 Data 0.001 top1 10.938 ( 12.713) top5 2.344 ( 2.723) | Test: [54][133/198] Time 0.718 Data 0.001 top1 8.594 ( 12.682) top5 3.125 ( 2.726) | Test: [54][134/198] Time 0.719 Data 0.001 top1 10.156 ( 12.663) top5 3.125 ( 2.729) | Test: [54][135/198] Time 0.723 Data 0.001 top1 15.625 ( 12.685) top5 3.125 ( 2.731) | Test: [54][136/198] Time 0.714 Data 0.001 top1 10.156 ( 12.667) top5 2.344 ( 2.729) | Test: [54][137/198] Time 0.721 Data 0.001 top1 10.938 ( 12.654) top5 3.125 ( 2.732) | Test: [54][138/198] Time 0.720 Data 0.001 top1 14.844 ( 12.670) top5 0.781 ( 2.717) | Test: [54][139/198] Time 0.719 Data 0.001 top1 14.844 ( 12.685) top5 3.906 ( 2.726) | Test: [54][140/198] Time 0.722 Data 0.001 top1 14.844 ( 12.701) top5 3.906 ( 2.734) | Test: [54][141/198] Time 0.718 Data 0.001 top1 7.812 ( 12.666) top5 0.781 ( 2.721) | Test: [54][142/198] Time 0.718 Data 0.001 top1 10.938 ( 12.654) top5 2.344 ( 2.718) | Test: [54][143/198] Time 0.714 Data 0.001 top1 13.281 ( 12.658) top5 0.781 ( 2.704) | Test: [54][144/198] Time 0.719 Data 0.001 top1 10.938 ( 12.646) top5 0.781 ( 2.691) | Test: [54][145/198] Time 0.719 Data 0.001 top1 11.719 ( 12.640) top5 2.344 ( 2.689) | Test: [54][146/198] Time 0.715 Data 0.001 top1 9.375 ( 12.618) top5 1.562 ( 2.681) | Test: [54][147/198] Time 0.714 Data 0.001 top1 12.500 ( 12.617) top5 3.125 ( 2.684) | Test: [54][148/198] Time 0.716 Data 0.001 top1 8.594 ( 12.590) top5 0.000 ( 2.666) | Test: [54][149/198] Time 0.724 Data 0.001 top1 12.500 ( 12.589) top5 3.906 ( 2.674) | Test: [54][150/198] Time 0.716 Data 0.001 top1 14.844 ( 12.604) top5 3.906 ( 2.682) | Test: [54][151/198] Time 0.712 Data 0.001 top1 12.500 ( 12.603) top5 1.562 ( 2.675) | Test: [54][152/198] Time 0.724 Data 0.001 top1 13.281 ( 12.608) top5 3.906 ( 2.683) | Test: [54][153/198] Time 0.714 Data 0.001 top1 10.938 ( 12.597) top5 2.344 ( 2.681) | Test: [54][154/198] Time 0.717 Data 0.001 top1 10.938 ( 12.586) top5 0.781 ( 2.668) | Test: [54][155/198] Time 0.720 Data 0.001 top1 14.062 ( 12.596) top5 0.781 ( 2.656) | Test: [54][156/198] Time 0.718 Data 0.001 top1 11.719 ( 12.590) top5 2.344 ( 2.654) | Test: [54][157/198] Time 0.718 Data 0.001 top1 12.500 ( 12.590) top5 2.344 ( 2.652) | Test: [54][158/198] Time 0.712 Data 0.001 top1 9.375 ( 12.569) top5 0.781 ( 2.640) | Test: [54][159/198] Time 0.718 Data 0.001 top1 10.156 ( 12.554) top5 3.125 ( 2.643) | Test: [54][160/198] Time 0.714 Data 0.001 top1 14.062 ( 12.563) top5 1.562 ( 2.637) | Test: [54][161/198] Time 0.731 Data 0.001 top1 10.938 ( 12.553) top5 2.344 ( 2.635) | Test: [54][162/198] Time 0.725 Data 0.001 top1 10.156 ( 12.539) top5 1.562 ( 2.628) | Test: [54][163/198] Time 0.716 Data 0.001 top1 13.281 ( 12.543) top5 2.344 ( 2.627) | Test: [54][164/198] Time 0.715 Data 0.001 top1 13.281 ( 12.548) top5 3.125 ( 2.630) | Test: [54][165/198] Time 0.720 Data 0.001 top1 10.156 ( 12.533) top5 1.562 ( 2.623) | Test: [54][166/198] Time 0.718 Data 0.001 top1 14.062 ( 12.542) top5 0.781 ( 2.612) | Test: [54][167/198] Time 0.718 Data 0.001 top1 14.062 ( 12.551) top5 3.906 ( 2.620) | Test: [54][168/198] Time 0.716 Data 0.001 top1 12.500 ( 12.551) top5 1.562 ( 2.613) | Test: [54][169/198] Time 0.722 Data 0.001 top1 7.812 ( 12.523) top5 2.344 ( 2.612) | Test: [54][170/198] Time 0.720 Data 0.001 top1 14.062 ( 12.532) top5 3.906 ( 2.619) | Test: [54][171/198] Time 0.719 Data 0.001 top1 10.938 ( 12.523) top5 2.344 ( 2.618) | Test: [54][172/198] Time 0.720 Data 0.001 top1 18.750 ( 12.559) top5 2.344 ( 2.616) | Test: [54][173/198] Time 0.717 Data 0.001 top1 13.281 ( 12.563) top5 2.344 ( 2.615) | Test: [54][174/198] Time 0.723 Data 0.001 top1 15.625 ( 12.581) top5 3.125 ( 2.618) | Test: [54][175/198] Time 0.717 Data 0.001 top1 8.594 ( 12.558) top5 0.000 ( 2.603) | Test: [54][176/198] Time 0.724 Data 0.001 top1 15.625 ( 12.575) top5 4.688 ( 2.615) | Test: [54][177/198] Time 0.718 Data 0.001 top1 17.188 ( 12.602) top5 5.469 ( 2.631) | Test: [54][178/198] Time 0.718 Data 0.001 top1 14.844 ( 12.614) top5 3.906 ( 2.638) | Test: [54][179/198] Time 0.720 Data 0.001 top1 14.844 ( 12.627) top5 7.812 ( 2.667) | Test: [54][180/198] Time 0.715 Data 0.001 top1 20.312 ( 12.669) top5 5.469 ( 2.682) | Test: [54][181/198] Time 0.719 Data 0.001 top1 14.844 ( 12.681) top5 2.344 ( 2.680) | Test: [54][182/198] Time 0.716 Data 0.001 top1 14.062 ( 12.689) top5 4.688 ( 2.691) | Test: [54][183/198] Time 0.718 Data 0.001 top1 14.844 ( 12.701) top5 3.125 ( 2.694) | Test: [54][184/198] Time 0.715 Data 0.001 top1 11.719 ( 12.695) top5 0.781 ( 2.683) | Test: [54][185/198] Time 0.720 Data 0.001 top1 12.500 ( 12.694) top5 2.344 ( 2.682) | Test: [54][186/198] Time 0.718 Data 0.001 top1 16.406 ( 12.714) top5 4.688 ( 2.692) | Test: [54][187/198] Time 0.715 Data 0.001 top1 14.062 ( 12.721) top5 4.688 ( 2.703) | Test: [54][188/198] Time 0.716 Data 0.000 top1 7.031 ( 12.691) top5 1.562 ( 2.697) | Test: [54][189/198] Time 0.718 Data 0.000 top1 12.500 ( 12.690) top5 3.125 ( 2.699) | Test: [54][190/198] Time 0.720 Data 0.000 top1 14.844 ( 12.701) top5 3.125 ( 2.701) | Test: [54][191/198] Time 0.716 Data 0.000 top1 9.375 ( 12.684) top5 2.344 ( 2.700) | Test: [54][192/198] Time 0.713 Data 0.000 top1 12.500 ( 12.683) top5 0.781 ( 2.690) | Test: [54][193/198] Time 0.719 Data 0.000 top1 9.375 ( 12.666) top5 2.344 ( 2.688) | Test: [54][194/198] Time 0.715 Data 0.000 top1 12.500 ( 12.665) top5 3.125 ( 2.690) | Test: [54][195/198] Time 0.717 Data 0.000 top1 15.625 ( 12.680) top5 3.125 ( 2.692) | Test: [54][196/198] Time 0.715 Data 0.000 top1 12.500 ( 12.679) top5 0.781 ( 2.683) | Test: [54][197/198] Time 0.254 Data 0.000 top1 11.765 ( 12.675) top5 5.882 ( 2.699) | Test: [54][198/198] Time 0.708 Data 0.000 top1 14.844 ( 12.686) top5 2.344 ( 2.697) * Finished epoch # 54 top1: 12.686 top5: 2.697 Epoch 55 => Training epoch # 55 | Epoch: [55][1/553] Time 4.816 Data 2.318 Err 0.2805 top1 8.594 top5 1.562 | Epoch: [55][2/553] Time 2.439 Data 0.001 Err 0.3079 top1 8.594 top5 2.344 | Epoch: [55][3/553] Time 2.433 Data 0.001 Err 0.2869 top1 5.469 top5 2.344 | Epoch: [55][4/553] Time 2.427 Data 0.001 Err 0.3488 top1 9.375 top5 1.562 | Epoch: [55][5/553] Time 2.438 Data 0.001 Err 0.2699 top1 6.250 top5 1.562 | Epoch: [55][6/553] Time 2.449 Data 0.001 Err 0.2994 top1 8.594 top5 3.125 | Epoch: [55][7/553] Time 2.474 Data 0.001 Err 0.2097 top1 6.250 top5 0.000 | Epoch: [55][8/553] Time 2.432 Data 0.001 Err 0.1218 top1 2.344 top5 0.781 | Epoch: [55][9/553] Time 2.436 Data 0.001 Err 0.2396 top1 4.688 top5 0.000 | Epoch: [55][10/553] Time 2.473 Data 0.001 Err 0.3021 top1 5.469 top5 3.125 | Epoch: [55][11/553] Time 2.435 Data 0.001 Err 0.3032 top1 9.375 top5 0.781 | Epoch: [55][12/553] Time 2.435 Data 0.001 Err 0.4214 top1 10.156 top5 3.906 | Epoch: [55][13/553] Time 2.441 Data 0.001 Err 0.2523 top1 7.031 top5 2.344 | Epoch: [55][14/553] Time 2.453 Data 0.001 Err 0.1881 top1 4.688 top5 0.781 | Epoch: [55][15/553] Time 2.441 Data 0.001 Err 0.3013 top1 7.812 top5 2.344 | Epoch: [55][16/553] Time 2.433 Data 0.001 Err 0.2189 top1 4.688 top5 0.781 | Epoch: [55][17/553] Time 2.436 Data 0.001 Err 0.3147 top1 8.594 top5 2.344 | Epoch: [55][18/553] Time 2.509 Data 0.001 Err 0.2573 top1 7.031 top5 1.562 | Epoch: [55][19/553] Time 2.454 Data 0.001 Err 0.2940 top1 9.375 top5 1.562 | Epoch: [55][20/553] Time 2.436 Data 0.001 Err 0.2093 top1 3.906 top5 3.125 | Epoch: [55][21/553] Time 2.438 Data 0.001 Err 0.4125 top1 10.938 top5 3.125 | Epoch: [55][22/553] Time 2.472 Data 0.001 Err 0.3503 top1 9.375 top5 1.562 | Epoch: [55][23/553] Time 2.433 Data 0.001 Err 0.2734 top1 8.594 top5 1.562 | Epoch: [55][24/553] Time 2.493 Data 0.000 Err 0.1593 top1 3.125 top5 1.562 | Epoch: [55][25/553] Time 2.447 Data 0.001 Err 0.2212 top1 5.469 top5 1.562 | Epoch: [55][26/553] Time 2.434 Data 0.001 Err 0.4515 top1 11.719 top5 3.906 | Epoch: [55][27/553] Time 2.443 Data 0.001 Err 0.3500 top1 10.156 top5 3.906 | Epoch: [55][28/553] Time 2.437 Data 0.001 Err 0.2246 top1 3.906 top5 1.562 | Epoch: [55][29/553] Time 2.448 Data 0.001 Err 0.2892 top1 7.812 top5 3.125 | Epoch: [55][30/553] Time 2.459 Data 0.001 Err 0.1316 top1 2.344 top5 0.781 | Epoch: [55][31/553] Time 2.446 Data 0.001 Err 0.2643 top1 7.031 top5 2.344 | Epoch: [55][32/553] Time 2.443 Data 0.001 Err 0.2632 top1 7.031 top5 1.562 | Epoch: [55][33/553] Time 2.446 Data 0.001 Err 0.3527 top1 9.375 top5 3.906 | Epoch: [55][34/553] Time 2.442 Data 0.001 Err 0.2079 top1 4.688 top5 0.781 | Epoch: [55][35/553] Time 2.504 Data 0.001 Err 0.2084 top1 3.906 top5 0.781 | Epoch: [55][36/553] Time 2.434 Data 0.001 Err 0.3977 top1 10.156 top5 6.250 | Epoch: [55][37/553] Time 2.475 Data 0.001 Err 0.2479 top1 6.250 top5 2.344 | Epoch: [55][38/553] Time 2.437 Data 0.001 Err 0.1665 top1 5.469 top5 0.781 | Epoch: [55][39/553] Time 2.473 Data 0.002 Err 0.4445 top1 10.938 top5 3.906 | Epoch: [55][40/553] Time 2.439 Data 0.001 Err 0.1643 top1 3.906 top5 1.562 | Epoch: [55][41/553] Time 2.453 Data 0.001 Err 0.3146 top1 7.812 top5 2.344 | Epoch: [55][42/553] Time 2.436 Data 0.001 Err 0.2656 top1 5.469 top5 3.125 | Epoch: [55][43/553] Time 2.460 Data 0.001 Err 0.3726 top1 11.719 top5 2.344 | Epoch: [55][44/553] Time 2.448 Data 0.001 Err 0.2706 top1 8.594 top5 0.000 | Epoch: [55][45/553] Time 2.447 Data 0.001 Err 0.3067 top1 7.031 top5 2.344 | Epoch: [55][46/553] Time 2.442 Data 0.001 Err 0.1699 top1 5.469 top5 0.000 | Epoch: [55][47/553] Time 2.508 Data 0.001 Err 0.2745 top1 9.375 top5 3.125 | Epoch: [55][48/553] Time 2.444 Data 0.001 Err 0.2896 top1 10.156 top5 2.344 | Epoch: [55][49/553] Time 2.450 Data 0.001 Err 0.2049 top1 7.031 top5 0.781 | Epoch: [55][50/553] Time 2.434 Data 0.001 Err 0.3661 top1 11.719 top5 3.906 | Epoch: [55][51/553] Time 2.435 Data 0.001 Err 0.2999 top1 7.812 top5 2.344 | Epoch: [55][52/553] Time 2.457 Data 0.001 Err 0.3699 top1 9.375 top5 3.125 | Epoch: [55][53/553] Time 2.513 Data 0.001 Err 0.3158 top1 10.156 top5 1.562 | Epoch: [55][54/553] Time 2.437 Data 0.001 Err 0.3707 top1 8.594 top5 3.906 | Epoch: [55][55/553] Time 2.443 Data 0.001 Err 0.1697 top1 6.250 top5 0.781 | Epoch: [55][56/553] Time 2.438 Data 0.001 Err 0.2012 top1 7.031 top5 0.781 | Epoch: [55][57/553] Time 2.508 Data 0.001 Err 0.4383 top1 10.938 top5 6.250 | Epoch: [55][58/553] Time 2.444 Data 0.001 Err 0.2435 top1 7.031 top5 1.562 | Epoch: [55][59/553] Time 2.468 Data 0.001 Err 0.3670 top1 9.375 top5 3.125 | Epoch: [55][60/553] Time 2.451 Data 0.001 Err 0.2605 top1 5.469 top5 2.344 | Epoch: [55][61/553] Time 2.451 Data 0.001 Err 0.0967 top1 2.344 top5 0.781 | Epoch: [55][62/553] Time 2.462 Data 0.001 Err 0.1742 top1 5.469 top5 1.562 | Epoch: [55][63/553] Time 2.467 Data 0.000 Err 0.3099 top1 7.812 top5 0.781 | Epoch: [55][64/553] Time 2.472 Data 0.000 Err 0.2299 top1 3.125 top5 1.562 | Epoch: [55][65/553] Time 2.479 Data 0.001 Err 0.2466 top1 7.031 top5 0.781 | Epoch: [55][66/553] Time 2.509 Data 0.001 Err 0.3511 top1 8.594 top5 3.906 | Epoch: [55][67/553] Time 2.465 Data 0.001 Err 0.2270 top1 6.250 top5 0.781 | Epoch: [55][68/553] Time 2.468 Data 0.001 Err 0.4455 top1 10.938 top5 4.688 | Epoch: [55][69/553] Time 2.471 Data 0.001 Err 0.1926 top1 5.469 top5 0.781 | Epoch: [55][70/553] Time 2.441 Data 0.001 Err 0.2439 top1 8.594 top5 1.562 | Epoch: [55][71/553] Time 2.465 Data 0.001 Err 0.3268 top1 8.594 top5 3.125 | Epoch: [55][72/553] Time 2.501 Data 0.001 Err 0.2573 top1 6.250 top5 2.344 | Epoch: [55][73/553] Time 2.448 Data 0.000 Err 0.2828 top1 5.469 top5 2.344 | Epoch: [55][74/553] Time 2.445 Data 0.001 Err 0.3913 top1 11.719 top5 2.344 | Epoch: [55][75/553] Time 2.473 Data 0.001 Err 0.3689 top1 9.375 top5 3.906 | Epoch: [55][76/553] Time 2.481 Data 0.003 Err 0.2417 top1 6.250 top5 0.781 | Epoch: [55][77/553] Time 2.466 Data 0.001 Err 0.3169 top1 9.375 top5 1.562 | Epoch: [55][78/553] Time 2.444 Data 0.001 Err 0.3462 top1 7.812 top5 4.688 | Epoch: [55][79/553] Time 2.470 Data 0.001 Err 0.2185 top1 4.688 top5 0.000 | Epoch: [55][80/553] Time 2.435 Data 0.001 Err 0.2051 top1 6.250 top5 1.562 | Epoch: [55][81/553] Time 2.446 Data 0.001 Err 0.3551 top1 10.156 top5 2.344 | Epoch: [55][82/553] Time 2.437 Data 0.001 Err 0.2873 top1 7.031 top5 3.125 | Epoch: [55][83/553] Time 2.443 Data 0.001 Err 0.3470 top1 9.375 top5 2.344 | Epoch: [55][84/553] Time 2.450 Data 0.001 Err 0.1544 top1 4.688 top5 0.781 | Epoch: [55][85/553] Time 2.437 Data 0.001 Err 0.2355 top1 5.469 top5 1.562 | Epoch: [55][86/553] Time 2.467 Data 0.001 Err 0.2690 top1 6.250 top5 3.125 | Epoch: [55][87/553] Time 2.436 Data 0.001 Err 0.3216 top1 10.938 top5 2.344 | Epoch: [55][88/553] Time 2.440 Data 0.001 Err 0.2282 top1 7.031 top5 1.562 | Epoch: [55][89/553] Time 2.442 Data 0.001 Err 0.1723 top1 5.469 top5 0.000 | Epoch: [55][90/553] Time 2.467 Data 0.001 Err 0.4027 top1 11.719 top5 4.688 | Epoch: [55][91/553] Time 2.449 Data 0.001 Err 0.2201 top1 6.250 top5 3.125 | Epoch: [55][92/553] Time 2.445 Data 0.001 Err 0.4361 top1 13.281 top5 3.906 | Epoch: [55][93/553] Time 2.489 Data 0.001 Err 0.2409 top1 4.688 top5 2.344 | Epoch: [55][94/553] Time 2.441 Data 0.001 Err 0.3252 top1 7.812 top5 2.344 | Epoch: [55][95/553] Time 2.441 Data 0.000 Err 0.3113 top1 6.250 top5 2.344 | Epoch: [55][96/553] Time 2.440 Data 0.001 Err 0.4117 top1 10.938 top5 2.344 | Epoch: [55][97/553] Time 2.440 Data 0.001 Err 0.2566 top1 9.375 top5 0.781 | Epoch: [55][98/553] Time 2.443 Data 0.001 Err 0.2210 top1 6.250 top5 0.781 | Epoch: [55][99/553] Time 2.437 Data 0.001 Err 0.2489 top1 8.594 top5 1.562 | Epoch: [55][100/553] Time 2.510 Data 0.001 Err 0.3887 top1 12.500 top5 3.125 | Epoch: [55][101/553] Time 2.483 Data 0.001 Err 0.2577 top1 7.812 top5 1.562 | Epoch: [55][102/553] Time 2.441 Data 0.000 Err 0.3948 top1 9.375 top5 3.906 | Epoch: [55][103/553] Time 2.481 Data 0.001 Err 0.3646 top1 9.375 top5 3.125 | Epoch: [55][104/553] Time 2.505 Data 0.001 Err 0.3030 top1 9.375 top5 2.344 | Epoch: [55][105/553] Time 2.504 Data 0.001 Err 0.1673 top1 3.906 top5 1.562 | Epoch: [55][106/553] Time 2.451 Data 0.001 Err 0.2012 top1 4.688 top5 1.562 | Epoch: [55][107/553] Time 2.449 Data 0.001 Err 0.3623 top1 9.375 top5 3.906 | Epoch: [55][108/553] Time 2.466 Data 0.001 Err 0.3415 top1 9.375 top5 2.344 | Epoch: [55][109/553] Time 2.444 Data 0.001 Err 0.2628 top1 7.812 top5 3.125 | Epoch: [55][110/553] Time 2.466 Data 0.001 Err 0.3859 top1 7.812 top5 3.125 | Epoch: [55][111/553] Time 2.443 Data 0.001 Err 0.2656 top1 6.250 top5 3.125 | Epoch: [55][112/553] Time 2.462 Data 0.001 Err 0.3229 top1 9.375 top5 3.125 | Epoch: [55][113/553] Time 2.454 Data 0.001 Err 0.2820 top1 9.375 top5 3.125 | Epoch: [55][114/553] Time 2.480 Data 0.000 Err 0.1521 top1 3.125 top5 0.000 | Epoch: [55][115/553] Time 2.476 Data 0.001 Err 0.1450 top1 3.906 top5 0.781 | Epoch: [55][116/553] Time 2.504 Data 0.001 Err 0.2003 top1 6.250 top5 1.562 | Epoch: [55][117/553] Time 2.465 Data 0.001 Err 0.2527 top1 7.031 top5 3.125 | Epoch: [55][118/553] Time 2.448 Data 0.000 Err 0.3648 top1 8.594 top5 3.906 | Epoch: [55][119/553] Time 2.515 Data 0.001 Err 0.2621 top1 7.031 top5 1.562 | Epoch: [55][120/553] Time 2.485 Data 0.001 Err 0.2598 top1 8.594 top5 1.562 | Epoch: [55][121/553] Time 2.461 Data 0.001 Err 0.3641 top1 10.156 top5 3.906 | Epoch: [55][122/553] Time 2.471 Data 0.001 Err 0.3760 top1 12.500 top5 3.125 | Epoch: [55][123/553] Time 2.443 Data 0.000 Err 0.2752 top1 6.250 top5 1.562 | Epoch: [55][124/553] Time 2.437 Data 0.001 Err 0.2056 top1 3.906 top5 2.344 | Epoch: [55][125/553] Time 2.505 Data 0.002 Err 0.2822 top1 6.250 top5 1.562 | Epoch: [55][126/553] Time 2.504 Data 0.001 Err 0.1621 top1 3.906 top5 0.781 | Epoch: [55][127/553] Time 2.443 Data 0.001 Err 0.3307 top1 9.375 top5 3.125 | Epoch: [55][128/553] Time 2.444 Data 0.001 Err 0.3175 top1 9.375 top5 3.906 | Epoch: [55][129/553] Time 2.471 Data 0.001 Err 0.2469 top1 7.031 top5 1.562 | Epoch: [55][130/553] Time 2.464 Data 0.000 Err 0.1387 top1 2.344 top5 0.000 | Epoch: [55][131/553] Time 2.442 Data 0.001 Err 0.2518 top1 6.250 top5 2.344 | Epoch: [55][132/553] Time 2.439 Data 0.001 Err 0.3106 top1 7.031 top5 3.125 | Epoch: [55][133/553] Time 2.448 Data 0.005 Err 0.4059 top1 10.156 top5 4.688 | Epoch: [55][134/553] Time 2.505 Data 0.001 Err 0.2350 top1 6.250 top5 0.781 | Epoch: [55][135/553] Time 2.439 Data 0.001 Err 0.2069 top1 5.469 top5 1.562 | Epoch: [55][136/553] Time 2.439 Data 0.001 Err 0.2979 top1 7.031 top5 2.344 | Epoch: [55][137/553] Time 2.435 Data 0.001 Err 0.1524 top1 3.906 top5 1.562 | Epoch: [55][138/553] Time 2.504 Data 0.001 Err 0.3240 top1 5.469 top5 3.125 | Epoch: [55][139/553] Time 2.437 Data 0.000 Err 0.2962 top1 9.375 top5 1.562 | Epoch: [55][140/553] Time 2.457 Data 0.001 Err 0.3658 top1 10.156 top5 2.344 | Epoch: [55][141/553] Time 2.435 Data 0.001 Err 0.2771 top1 7.812 top5 1.562 | Epoch: [55][142/553] Time 2.435 Data 0.001 Err 0.2103 top1 7.812 top5 1.562 | Epoch: [55][143/553] Time 2.489 Data 0.001 Err 0.3683 top1 9.375 top5 3.906 | Epoch: [55][144/553] Time 2.441 Data 0.001 Err 0.2555 top1 6.250 top5 2.344 | Epoch: [55][145/553] Time 2.446 Data 0.001 Err 0.3209 top1 6.250 top5 3.906 | Epoch: [55][146/553] Time 2.438 Data 0.001 Err 0.2877 top1 9.375 top5 1.562 | Epoch: [55][147/553] Time 2.439 Data 0.001 Err 0.4990 top1 10.938 top5 4.688 | Epoch: [55][148/553] Time 2.476 Data 0.001 Err 0.3718 top1 8.594 top5 4.688 | Epoch: [55][149/553] Time 2.436 Data 0.001 Err 0.3153 top1 8.594 top5 2.344 | Epoch: [55][150/553] Time 2.435 Data 0.001 Err 0.1945 top1 5.469 top5 0.781 | Epoch: [55][151/553] Time 2.443 Data 0.001 Err 0.2354 top1 7.812 top5 1.562 | Epoch: [55][152/553] Time 2.451 Data 0.001 Err 0.3114 top1 7.812 top5 2.344 | Epoch: [55][153/553] Time 2.442 Data 0.001 Err 0.1772 top1 4.688 top5 1.562 | Epoch: [55][154/553] Time 2.441 Data 0.001 Err 0.2875 top1 8.594 top5 0.781 | Epoch: [55][155/553] Time 2.453 Data 0.001 Err 0.3422 top1 8.594 top5 3.906 | Epoch: [55][156/553] Time 2.440 Data 0.001 Err 0.3732 top1 8.594 top5 3.125 | Epoch: [55][157/553] Time 2.446 Data 0.001 Err 0.2518 top1 7.812 top5 1.562 | Epoch: [55][158/553] Time 2.473 Data 0.001 Err 0.1296 top1 3.906 top5 0.000 | Epoch: [55][159/553] Time 2.464 Data 0.001 Err 0.1865 top1 5.469 top5 0.000 | Epoch: [55][160/553] Time 2.467 Data 0.001 Err 0.3719 top1 9.375 top5 3.125 | Epoch: [55][161/553] Time 2.442 Data 0.001 Err 0.2197 top1 4.688 top5 0.000 | Epoch: [55][162/553] Time 2.500 Data 0.001 Err 0.4038 top1 8.594 top5 2.344 | Epoch: [55][163/553] Time 2.447 Data 0.001 Err 0.3177 top1 11.719 top5 0.781 | Epoch: [55][164/553] Time 2.448 Data 0.001 Err 0.2699 top1 8.594 top5 2.344 | Epoch: [55][165/553] Time 2.445 Data 0.001 Err 0.2415 top1 6.250 top5 1.562 | Epoch: [55][166/553] Time 2.472 Data 0.001 Err 0.3364 top1 9.375 top5 3.125 | Epoch: [55][167/553] Time 2.432 Data 0.001 Err 0.2274 top1 7.031 top5 2.344 | Epoch: [55][168/553] Time 2.439 Data 0.001 Err 0.3348 top1 10.156 top5 0.781 | Epoch: [55][169/553] Time 2.444 Data 0.001 Err 0.2840 top1 7.031 top5 3.125 | Epoch: [55][170/553] Time 2.442 Data 0.001 Err 0.3116 top1 7.031 top5 3.125 | Epoch: [55][171/553] Time 2.441 Data 0.000 Err 0.2781 top1 8.594 top5 1.562 | Epoch: [55][172/553] Time 2.464 Data 0.001 Err 0.4291 top1 10.156 top5 5.469 | Epoch: [55][173/553] Time 2.446 Data 0.001 Err 0.3405 top1 7.812 top5 3.906 | Epoch: [55][174/553] Time 2.468 Data 0.001 Err 0.2000 top1 6.250 top5 0.781 | Epoch: [55][175/553] Time 2.441 Data 0.001 Err 0.3911 top1 10.156 top5 4.688 | Epoch: [55][176/553] Time 2.509 Data 0.001 Err 0.3428 top1 8.594 top5 2.344 | Epoch: [55][177/553] Time 2.440 Data 0.001 Err 0.2408 top1 7.812 top5 2.344 | Epoch: [55][178/553] Time 2.464 Data 0.001 Err 0.2350 top1 7.812 top5 1.562 | Epoch: [55][179/553] Time 2.478 Data 0.001 Err 0.3212 top1 8.594 top5 3.125 | Epoch: [55][180/553] Time 2.440 Data 0.001 Err 0.2359 top1 3.125 top5 3.125 | Epoch: [55][181/553] Time 2.484 Data 0.001 Err 0.2087 top1 4.688 top5 2.344 | Epoch: [55][182/553] Time 2.476 Data 0.001 Err 0.2653 top1 6.250 top5 1.562 | Epoch: [55][183/553] Time 2.448 Data 0.001 Err 0.2857 top1 8.594 top5 2.344 | Epoch: [55][184/553] Time 2.456 Data 0.001 Err 0.2751 top1 10.156 top5 0.781 | Epoch: [55][185/553] Time 2.472 Data 0.001 Err 0.2857 top1 6.250 top5 2.344 | Epoch: [55][186/553] Time 2.474 Data 0.001 Err 0.2704 top1 7.031 top5 2.344 | Epoch: [55][187/553] Time 2.460 Data 0.000 Err 0.3004 top1 8.594 top5 3.125 | Epoch: [55][188/553] Time 2.438 Data 0.001 Err 0.2322 top1 7.031 top5 2.344 | Epoch: [55][189/553] Time 2.513 Data 0.001 Err 0.2631 top1 6.250 top5 2.344 | Epoch: [55][190/553] Time 2.481 Data 0.001 Err 0.1442 top1 3.906 top5 0.000 | Epoch: [55][191/553] Time 2.448 Data 0.001 Err 0.4189 top1 10.938 top5 2.344 | Epoch: [55][192/553] Time 2.456 Data 0.001 Err 0.2984 top1 5.469 top5 2.344 | Epoch: [55][193/553] Time 2.462 Data 0.001 Err 0.1657 top1 4.688 top5 0.781 | Epoch: [55][194/553] Time 2.489 Data 0.001 Err 0.2423 top1 6.250 top5 1.562 | Epoch: [55][195/553] Time 2.482 Data 0.001 Err 0.2700 top1 7.812 top5 2.344 | Epoch: [55][196/553] Time 2.443 Data 0.001 Err 0.2779 top1 7.812 top5 1.562 | Epoch: [55][197/553] Time 2.467 Data 0.001 Err 0.2837 top1 7.031 top5 0.781 | Epoch: [55][198/553] Time 2.462 Data 0.001 Err 0.2583 top1 5.469 top5 2.344 | Epoch: [55][199/553] Time 2.444 Data 0.001 Err 0.3085 top1 8.594 top5 3.906 | Epoch: [55][200/553] Time 2.438 Data 0.001 Err 0.2899 top1 8.594 top5 1.562 | Epoch: [55][201/553] Time 2.484 Data 0.001 Err 0.2401 top1 6.250 top5 1.562 | Epoch: [55][202/553] Time 2.510 Data 0.001 Err 0.3244 top1 7.812 top5 3.125 | Epoch: [55][203/553] Time 2.438 Data 0.001 Err 0.3236 top1 9.375 top5 2.344 | Epoch: [55][204/553] Time 2.443 Data 0.001 Err 0.2234 top1 4.688 top5 1.562 | Epoch: [55][205/553] Time 2.438 Data 0.001 Err 0.3235 top1 8.594 top5 2.344 | Epoch: [55][206/553] Time 2.437 Data 0.000 Err 0.3694 top1 9.375 top5 3.125 | Epoch: [55][207/553] Time 2.439 Data 0.001 Err 0.3087 top1 7.812 top5 3.906 | Epoch: [55][208/553] Time 2.478 Data 0.001 Err 0.3116 top1 8.594 top5 3.125 | Epoch: [55][209/553] Time 2.452 Data 0.001 Err 0.2446 top1 6.250 top5 0.000 | Epoch: [55][210/553] Time 2.468 Data 0.001 Err 0.2338 top1 8.594 top5 1.562 | Epoch: [55][211/553] Time 2.442 Data 0.001 Err 0.1651 top1 3.906 top5 0.000 | Epoch: [55][212/553] Time 2.441 Data 0.001 Err 0.3508 top1 10.156 top5 6.250 | Epoch: [55][213/553] Time 2.489 Data 0.001 Err 0.2584 top1 6.250 top5 3.125 | Epoch: [55][214/553] Time 2.451 Data 0.001 Err 0.1652 top1 2.344 top5 1.562 | Epoch: [55][215/553] Time 2.438 Data 0.001 Err 0.3478 top1 8.594 top5 3.125 | Epoch: [55][216/553] Time 2.440 Data 0.001 Err 0.3232 top1 7.812 top5 1.562 | Epoch: [55][217/553] Time 2.451 Data 0.001 Err 0.2472 top1 7.812 top5 1.562 | Epoch: [55][218/553] Time 2.441 Data 0.001 Err 0.2809 top1 9.375 top5 1.562 | Epoch: [55][219/553] Time 2.438 Data 0.001 Err 0.2977 top1 8.594 top5 2.344 | Epoch: [55][220/553] Time 2.438 Data 0.001 Err 0.4237 top1 10.938 top5 5.469 | Epoch: [55][221/553] Time 2.486 Data 0.001 Err 0.2316 top1 3.906 top5 1.562 | Epoch: [55][222/553] Time 2.443 Data 0.001 Err 0.3033 top1 5.469 top5 3.125 | Epoch: [55][223/553] Time 2.434 Data 0.001 Err 0.2024 top1 3.125 top5 1.562 | Epoch: [55][224/553] Time 2.442 Data 0.001 Err 0.2061 top1 7.031 top5 1.562 | Epoch: [55][225/553] Time 2.438 Data 0.001 Err 0.2553 top1 7.812 top5 0.781 | Epoch: [55][226/553] Time 2.452 Data 0.001 Err 0.3790 top1 10.156 top5 3.125 | Epoch: [55][227/553] Time 2.481 Data 0.001 Err 0.2356 top1 5.469 top5 2.344 | Epoch: [55][228/553] Time 2.438 Data 0.001 Err 0.4174 top1 11.719 top5 3.906 | Epoch: [55][229/553] Time 2.439 Data 0.001 Err 0.2005 top1 6.250 top5 0.781 | Epoch: [55][230/553] Time 2.469 Data 0.001 Err 0.2564 top1 7.031 top5 1.562 | Epoch: [55][231/553] Time 2.450 Data 0.000 Err 0.1844 top1 4.688 top5 0.781 | Epoch: [55][232/553] Time 2.440 Data 0.001 Err 0.2946 top1 7.812 top5 1.562 | Epoch: [55][233/553] Time 2.499 Data 0.001 Err 0.5129 top1 10.938 top5 5.469 | Epoch: [55][234/553] Time 2.434 Data 0.001 Err 0.3050 top1 9.375 top5 1.562 | Epoch: [55][235/553] Time 2.480 Data 0.001 Err 0.2619 top1 7.031 top5 1.562 | Epoch: [55][236/553] Time 2.451 Data 0.001 Err 0.2662 top1 7.031 top5 1.562 | Epoch: [55][237/553] Time 2.435 Data 0.001 Err 0.1652 top1 4.688 top5 0.781 | Epoch: [55][238/553] Time 2.478 Data 0.001 Err 0.2844 top1 7.812 top5 1.562 | Epoch: [55][239/553] Time 2.483 Data 0.001 Err 0.2065 top1 5.469 top5 1.562 | Epoch: [55][240/553] Time 2.487 Data 0.001 Err 0.2896 top1 9.375 top5 0.000 | Epoch: [55][241/553] Time 2.477 Data 0.001 Err 0.2613 top1 9.375 top5 2.344 | Epoch: [55][242/553] Time 2.481 Data 0.001 Err 0.3365 top1 7.812 top5 2.344 | Epoch: [55][243/553] Time 2.449 Data 0.001 Err 0.1470 top1 3.906 top5 0.000 | Epoch: [55][244/553] Time 2.437 Data 0.001 Err 0.4050 top1 11.719 top5 3.125 | Epoch: [55][245/553] Time 2.448 Data 0.001 Err 0.1702 top1 5.469 top5 0.000 | Epoch: [55][246/553] Time 2.480 Data 0.001 Err 0.2000 top1 3.906 top5 0.781 | Epoch: [55][247/553] Time 2.457 Data 0.001 Err 0.3852 top1 9.375 top5 3.125 | Epoch: [55][248/553] Time 2.439 Data 0.001 Err 0.2323 top1 5.469 top5 0.000 | Epoch: [55][249/553] Time 2.463 Data 0.001 Err 0.2974 top1 5.469 top5 3.906 | Epoch: [55][250/553] Time 2.441 Data 0.001 Err 0.3564 top1 11.719 top5 2.344 | Epoch: [55][251/553] Time 2.434 Data 0.001 Err 0.1759 top1 2.344 top5 1.562 | Epoch: [55][252/553] Time 2.445 Data 0.001 Err 0.2204 top1 7.812 top5 1.562 | Epoch: [55][253/553] Time 2.461 Data 0.001 Err 0.1319 top1 4.688 top5 0.781 | Epoch: [55][254/553] Time 2.469 Data 0.000 Err 0.2180 top1 5.469 top5 0.781 | Epoch: [55][255/553] Time 2.439 Data 0.001 Err 0.2980 top1 7.812 top5 3.125 | Epoch: [55][256/553] Time 2.456 Data 0.001 Err 0.3799 top1 11.719 top5 0.781 | Epoch: [55][257/553] Time 2.474 Data 0.001 Err 0.3442 top1 10.156 top5 2.344 | Epoch: [55][258/553] Time 2.467 Data 0.001 Err 0.1585 top1 5.469 top5 0.000 | Epoch: [55][259/553] Time 2.464 Data 0.001 Err 0.2182 top1 3.906 top5 3.125 | Epoch: [55][260/553] Time 2.490 Data 0.001 Err 0.3033 top1 8.594 top5 0.000 | Epoch: [55][261/553] Time 2.477 Data 0.001 Err 0.3224 top1 8.594 top5 3.906 | Epoch: [55][262/553] Time 2.507 Data 0.001 Err 0.3250 top1 10.938 top5 3.125 | Epoch: [55][263/553] Time 2.498 Data 0.001 Err 0.4248 top1 10.156 top5 4.688 | Epoch: [55][264/553] Time 2.474 Data 0.001 Err 0.2115 top1 7.031 top5 0.781 | Epoch: [55][265/553] Time 2.467 Data 0.001 Err 0.2500 top1 4.688 top5 2.344 | Epoch: [55][266/553] Time 2.504 Data 0.001 Err 0.2478 top1 7.031 top5 1.562 | Epoch: [55][267/553] Time 2.504 Data 0.001 Err 0.1761 top1 5.469 top5 1.562 | Epoch: [55][268/553] Time 2.438 Data 0.001 Err 0.2807 top1 10.156 top5 3.125 | Epoch: [55][269/553] Time 2.434 Data 0.001 Err 0.2110 top1 6.250 top5 0.781 | Epoch: [55][270/553] Time 2.459 Data 0.001 Err 0.2769 top1 7.812 top5 3.125 | Epoch: [55][271/553] Time 2.472 Data 0.001 Err 0.1622 top1 3.906 top5 0.781 | Epoch: [55][272/553] Time 2.480 Data 0.001 Err 0.3921 top1 14.062 top5 4.688 | Epoch: [55][273/553] Time 2.458 Data 0.001 Err 0.2589 top1 6.250 top5 2.344 | Epoch: [55][274/553] Time 2.499 Data 0.001 Err 0.2229 top1 4.688 top5 1.562 | Epoch: [55][275/553] Time 2.480 Data 0.001 Err 0.2406 top1 6.250 top5 1.562 | Epoch: [55][276/553] Time 2.503 Data 0.001 Err 0.1834 top1 3.906 top5 0.000 | Epoch: [55][277/553] Time 2.510 Data 0.001 Err 0.3449 top1 7.812 top5 3.906 | Epoch: [55][278/553] Time 2.495 Data 0.001 Err 0.1815 top1 4.688 top5 1.562 | Epoch: [55][279/553] Time 2.438 Data 0.001 Err 0.1878 top1 6.250 top5 1.562 | Epoch: [55][280/553] Time 2.448 Data 0.001 Err 0.2951 top1 9.375 top5 3.125 | Epoch: [55][281/553] Time 2.467 Data 0.001 Err 0.2308 top1 7.031 top5 1.562 | Epoch: [55][282/553] Time 2.500 Data 0.001 Err 0.2361 top1 6.250 top5 3.125 | Epoch: [55][283/553] Time 2.452 Data 0.001 Err 0.5216 top1 12.500 top5 4.688 | Epoch: [55][284/553] Time 2.441 Data 0.001 Err 0.3087 top1 8.594 top5 3.125 | Epoch: [55][285/553] Time 2.439 Data 0.001 Err 0.2600 top1 7.031 top5 2.344 | Epoch: [55][286/553] Time 2.504 Data 0.001 Err 0.3264 top1 9.375 top5 3.125 | Epoch: [55][287/553] Time 2.443 Data 0.001 Err 0.3541 top1 10.156 top5 3.125 | Epoch: [55][288/553] Time 2.436 Data 0.001 Err 0.3958 top1 7.812 top5 3.125 | Epoch: [55][289/553] Time 2.439 Data 0.001 Err 0.3133 top1 10.156 top5 1.562 | Epoch: [55][290/553] Time 2.498 Data 0.001 Err 0.3322 top1 10.938 top5 2.344 | Epoch: [55][291/553] Time 2.441 Data 0.001 Err 0.2092 top1 8.594 top5 1.562 | Epoch: [55][292/553] Time 2.434 Data 0.001 Err 0.4468 top1 11.719 top5 4.688 | Epoch: [55][293/553] Time 2.445 Data 0.001 Err 0.2616 top1 9.375 top5 0.781 | Epoch: [55][294/553] Time 2.453 Data 0.001 Err 0.2092 top1 3.906 top5 1.562 | Epoch: [55][295/553] Time 2.436 Data 0.001 Err 0.2738 top1 9.375 top5 0.781 | Epoch: [55][296/553] Time 2.439 Data 0.001 Err 0.2499 top1 9.375 top5 1.562 | Epoch: [55][297/553] Time 2.480 Data 0.001 Err 0.2503 top1 5.469 top5 3.906 | Epoch: [55][298/553] Time 2.480 Data 0.001 Err 0.3909 top1 9.375 top5 5.469 | Epoch: [55][299/553] Time 2.442 Data 0.001 Err 0.2683 top1 7.031 top5 2.344 | Epoch: [55][300/553] Time 2.441 Data 0.001 Err 0.2893 top1 8.594 top5 2.344 | Epoch: [55][301/553] Time 2.446 Data 0.001 Err 0.3673 top1 10.938 top5 3.125 | Epoch: [55][302/553] Time 2.484 Data 0.001 Err 0.1284 top1 3.906 top5 0.000 | Epoch: [55][303/553] Time 2.467 Data 0.001 Err 0.3844 top1 12.500 top5 3.906 | Epoch: [55][304/553] Time 2.445 Data 0.001 Err 0.2051 top1 6.250 top5 1.562 | Epoch: [55][305/553] Time 2.441 Data 0.001 Err 0.3338 top1 8.594 top5 2.344 | Epoch: [55][306/553] Time 2.472 Data 0.002 Err 0.2719 top1 8.594 top5 1.562 | Epoch: [55][307/553] Time 2.434 Data 0.001 Err 0.2729 top1 7.812 top5 2.344 | Epoch: [55][308/553] Time 2.446 Data 0.001 Err 0.2102 top1 7.031 top5 1.562 | Epoch: [55][309/553] Time 2.450 Data 0.001 Err 0.2282 top1 5.469 top5 1.562 | Epoch: [55][310/553] Time 2.483 Data 0.001 Err 0.2853 top1 8.594 top5 2.344 | Epoch: [55][311/553] Time 2.437 Data 0.001 Err 0.2896 top1 6.250 top5 3.125 | Epoch: [55][312/553] Time 2.446 Data 0.001 Err 0.2335 top1 6.250 top5 2.344 | Epoch: [55][313/553] Time 2.450 Data 0.001 Err 0.2695 top1 7.812 top5 1.562 | Epoch: [55][314/553] Time 2.462 Data 0.001 Err 0.3511 top1 8.594 top5 2.344 | Epoch: [55][315/553] Time 2.474 Data 0.001 Err 0.2115 top1 3.906 top5 0.781 | Epoch: [55][316/553] Time 2.436 Data 0.001 Err 0.2874 top1 9.375 top5 1.562 | Epoch: [55][317/553] Time 2.470 Data 0.001 Err 0.3171 top1 7.812 top5 2.344 | Epoch: [55][318/553] Time 2.513 Data 0.001 Err 0.1745 top1 7.031 top5 1.562 | Epoch: [55][319/553] Time 2.431 Data 0.001 Err 0.4030 top1 10.938 top5 3.906 | Epoch: [55][320/553] Time 2.437 Data 0.001 Err 0.3321 top1 7.812 top5 3.125 | Epoch: [55][321/553] Time 2.504 Data 0.001 Err 0.3378 top1 6.250 top5 4.688 | Epoch: [55][322/553] Time 2.472 Data 0.001 Err 0.2820 top1 7.812 top5 3.125 | Epoch: [55][323/553] Time 2.474 Data 0.001 Err 0.1816 top1 4.688 top5 0.781 | Epoch: [55][324/553] Time 2.468 Data 0.001 Err 0.3311 top1 11.719 top5 1.562 | Epoch: [55][325/553] Time 2.475 Data 0.001 Err 0.2663 top1 7.812 top5 0.781 | Epoch: [55][326/553] Time 2.469 Data 0.001 Err 0.3203 top1 9.375 top5 1.562 | Epoch: [55][327/553] Time 2.448 Data 0.000 Err 0.2472 top1 6.250 top5 0.781 | Epoch: [55][328/553] Time 2.438 Data 0.001 Err 0.3813 top1 8.594 top5 3.125 | Epoch: [55][329/553] Time 2.466 Data 0.001 Err 0.2321 top1 7.812 top5 0.781 | Epoch: [55][330/553] Time 2.445 Data 0.001 Err 0.3471 top1 9.375 top5 3.125 | Epoch: [55][331/553] Time 2.444 Data 0.001 Err 0.2690 top1 7.031 top5 3.125 | Epoch: [55][332/553] Time 2.435 Data 0.001 Err 0.2149 top1 4.688 top5 1.562 | Epoch: [55][333/553] Time 2.444 Data 0.001 Err 0.2979 top1 6.250 top5 3.125 | Epoch: [55][334/553] Time 2.444 Data 0.001 Err 0.4363 top1 11.719 top5 3.906 | Epoch: [55][335/553] Time 2.450 Data 0.001 Err 0.3233 top1 8.594 top5 2.344 | Epoch: [55][336/553] Time 2.434 Data 0.001 Err 0.3617 top1 9.375 top5 3.125 | Epoch: [55][337/553] Time 2.437 Data 0.000 Err 0.3494 top1 10.156 top5 3.125 | Epoch: [55][338/553] Time 2.527 Data 0.001 Err 0.2433 top1 6.250 top5 0.781 | Epoch: [55][339/553] Time 2.443 Data 0.000 Err 0.3860 top1 10.938 top5 3.125 | Epoch: [55][340/553] Time 2.437 Data 0.001 Err 0.2189 top1 6.250 top5 1.562 | Epoch: [55][341/553] Time 2.439 Data 0.001 Err 0.3743 top1 12.500 top5 1.562 | Epoch: [55][342/553] Time 2.445 Data 0.001 Err 0.3559 top1 7.031 top5 3.125 | Epoch: [55][343/553] Time 2.440 Data 0.001 Err 0.2600 top1 7.812 top5 1.562 | Epoch: [55][344/553] Time 2.490 Data 0.001 Err 0.1499 top1 2.344 top5 0.781 | Epoch: [55][345/553] Time 2.436 Data 0.001 Err 0.3258 top1 8.594 top5 3.125 | Epoch: [55][346/553] Time 2.437 Data 0.001 Err 0.3120 top1 6.250 top5 3.125 | Epoch: [55][347/553] Time 2.481 Data 0.001 Err 0.3079 top1 7.812 top5 3.125 | Epoch: [55][348/553] Time 2.438 Data 0.001 Err 0.3236 top1 9.375 top5 1.562 | Epoch: [55][349/553] Time 2.480 Data 0.001 Err 0.1683 top1 3.906 top5 0.000 | Epoch: [55][350/553] Time 2.441 Data 0.001 Err 0.3188 top1 5.469 top5 2.344 | Epoch: [55][351/553] Time 2.450 Data 0.001 Err 0.2112 top1 7.031 top5 0.781 | Epoch: [55][352/553] Time 2.442 Data 0.001 Err 0.2947 top1 7.031 top5 0.000 | Epoch: [55][353/553] Time 2.483 Data 0.001 Err 0.4508 top1 10.156 top5 3.906 | Epoch: [55][354/553] Time 2.462 Data 0.001 Err 0.2264 top1 7.031 top5 1.562 | Epoch: [55][355/553] Time 2.436 Data 0.001 Err 0.1840 top1 7.031 top5 0.781 | Epoch: [55][356/553] Time 2.439 Data 0.001 Err 0.3206 top1 8.594 top5 1.562 | Epoch: [55][357/553] Time 2.439 Data 0.001 Err 0.3569 top1 9.375 top5 3.125 | Epoch: [55][358/553] Time 2.498 Data 0.000 Err 0.2744 top1 7.812 top5 2.344 | Epoch: [55][359/553] Time 2.438 Data 0.001 Err 0.1661 top1 3.906 top5 0.000 | Epoch: [55][360/553] Time 2.439 Data 0.001 Err 0.2893 top1 5.469 top5 2.344 | Epoch: [55][361/553] Time 2.444 Data 0.001 Err 0.2300 top1 5.469 top5 0.781 | Epoch: [55][362/553] Time 2.491 Data 0.001 Err 0.1576 top1 2.344 top5 0.000 | Epoch: [55][363/553] Time 2.439 Data 0.001 Err 0.2392 top1 8.594 top5 1.562 | Epoch: [55][364/553] Time 2.456 Data 0.001 Err 0.3447 top1 8.594 top5 3.906 | Epoch: [55][365/553] Time 2.489 Data 0.001 Err 0.4564 top1 11.719 top5 3.906 | Epoch: [55][366/553] Time 2.437 Data 0.001 Err 0.3468 top1 7.031 top5 1.562 | Epoch: [55][367/553] Time 2.475 Data 0.001 Err 0.3554 top1 10.938 top5 3.906 | Epoch: [55][368/553] Time 2.441 Data 0.000 Err 0.2348 top1 5.469 top5 0.781 | Epoch: [55][369/553] Time 2.440 Data 0.001 Err 0.1797 top1 3.906 top5 0.000 | Epoch: [55][370/553] Time 2.479 Data 0.001 Err 0.3232 top1 8.594 top5 3.906 | Epoch: [55][371/553] Time 2.501 Data 0.001 Err 0.2352 top1 6.250 top5 0.781 | Epoch: [55][372/553] Time 2.452 Data 0.001 Err 0.2034 top1 6.250 top5 0.781 | Epoch: [55][373/553] Time 2.496 Data 0.001 Err 0.3005 top1 7.812 top5 1.562 | Epoch: [55][374/553] Time 2.435 Data 0.001 Err 0.2432 top1 5.469 top5 2.344 | Epoch: [55][375/553] Time 2.480 Data 0.001 Err 0.3090 top1 9.375 top5 2.344 | Epoch: [55][376/553] Time 2.438 Data 0.001 Err 0.2399 top1 7.031 top5 0.781 | Epoch: [55][377/553] Time 2.459 Data 0.000 Err 0.2802 top1 7.031 top5 1.562 | Epoch: [55][378/553] Time 2.475 Data 0.001 Err 0.3929 top1 8.594 top5 5.469 | Epoch: [55][379/553] Time 2.476 Data 0.001 Err 0.2754 top1 7.031 top5 2.344 | Epoch: [55][380/553] Time 2.436 Data 0.001 Err 0.3562 top1 8.594 top5 0.781 | Epoch: [55][381/553] Time 2.440 Data 0.001 Err 0.3464 top1 10.938 top5 4.688 | Epoch: [55][382/553] Time 2.439 Data 0.001 Err 0.2249 top1 4.688 top5 1.562 | Epoch: [55][383/553] Time 2.440 Data 0.000 Err 0.2719 top1 6.250 top5 1.562 | Epoch: [55][384/553] Time 2.432 Data 0.001 Err 0.2099 top1 3.125 top5 1.562 | Epoch: [55][385/553] Time 2.458 Data 0.001 Err 0.3388 top1 10.156 top5 1.562 | Epoch: [55][386/553] Time 2.450 Data 0.001 Err 0.3026 top1 6.250 top5 2.344 | Epoch: [55][387/553] Time 2.479 Data 0.001 Err 0.4147 top1 12.500 top5 3.125 | Epoch: [55][388/553] Time 2.442 Data 0.001 Err 0.2990 top1 7.812 top5 2.344 | Epoch: [55][389/553] Time 2.477 Data 0.001 Err 0.3635 top1 10.938 top5 2.344 | Epoch: [55][390/553] Time 2.444 Data 0.001 Err 0.2429 top1 6.250 top5 2.344 | Epoch: [55][391/553] Time 2.448 Data 0.001 Err 0.2396 top1 5.469 top5 2.344 | Epoch: [55][392/553] Time 2.444 Data 0.001 Err 0.2294 top1 4.688 top5 2.344 | Epoch: [55][393/553] Time 2.476 Data 0.000 Err 0.1861 top1 3.906 top5 0.781 | Epoch: [55][394/553] Time 2.440 Data 0.001 Err 0.3345 top1 10.156 top5 2.344 | Epoch: [55][395/553] Time 2.511 Data 0.001 Err 0.3148 top1 6.250 top5 1.562 | Epoch: [55][396/553] Time 2.447 Data 0.001 Err 0.2007 top1 4.688 top5 1.562 | Epoch: [55][397/553] Time 2.508 Data 0.001 Err 0.3125 top1 7.031 top5 2.344 | Epoch: [55][398/553] Time 2.438 Data 0.001 Err 0.2994 top1 6.250 top5 3.125 | Epoch: [55][399/553] Time 2.445 Data 0.001 Err 0.2878 top1 8.594 top5 2.344 | Epoch: [55][400/553] Time 2.447 Data 0.001 Err 0.3175 top1 7.812 top5 2.344 | Epoch: [55][401/553] Time 2.437 Data 0.001 Err 0.2516 top1 4.688 top5 3.906 | Epoch: [55][402/553] Time 2.436 Data 0.001 Err 0.2435 top1 7.812 top5 0.781 | Epoch: [55][403/553] Time 2.440 Data 0.001 Err 0.3171 top1 10.938 top5 1.562 | Epoch: [55][404/553] Time 2.473 Data 0.001 Err 0.2964 top1 8.594 top5 2.344 | Epoch: [55][405/553] Time 2.465 Data 0.001 Err 0.4738 top1 10.938 top5 3.906 | Epoch: [55][406/553] Time 2.439 Data 0.001 Err 0.1929 top1 4.688 top5 2.344 | Epoch: [55][407/553] Time 2.494 Data 0.001 Err 0.2794 top1 7.812 top5 2.344 | Epoch: [55][408/553] Time 2.445 Data 0.001 Err 0.2592 top1 7.031 top5 1.562 | Epoch: [55][409/553] Time 2.469 Data 0.001 Err 0.1975 top1 6.250 top5 0.000 | Epoch: [55][410/553] Time 2.439 Data 0.001 Err 0.3023 top1 9.375 top5 2.344 | Epoch: [55][411/553] Time 2.465 Data 0.001 Err 0.3256 top1 7.031 top5 2.344 | Epoch: [55][412/553] Time 2.472 Data 0.001 Err 0.1227 top1 3.906 top5 0.781 | Epoch: [55][413/553] Time 2.441 Data 0.001 Err 0.1396 top1 4.688 top5 0.000 | Epoch: [55][414/553] Time 2.435 Data 0.001 Err 0.3412 top1 7.031 top5 3.906 | Epoch: [55][415/553] Time 2.473 Data 0.001 Err 0.3909 top1 11.719 top5 3.125 | Epoch: [55][416/553] Time 2.474 Data 0.001 Err 0.1409 top1 1.562 top5 0.781 | Epoch: [55][417/553] Time 2.468 Data 0.001 Err 0.2305 top1 6.250 top5 1.562 | Epoch: [55][418/553] Time 2.449 Data 0.001 Err 0.2837 top1 6.250 top5 3.906 | Epoch: [55][419/553] Time 2.467 Data 0.001 Err 0.3093 top1 9.375 top5 2.344 | Epoch: [55][420/553] Time 2.443 Data 0.001 Err 0.2800 top1 6.250 top5 2.344 | Epoch: [55][421/553] Time 2.440 Data 0.000 Err 0.2454 top1 5.469 top5 2.344 | Epoch: [55][422/553] Time 2.523 Data 0.001 Err 0.1795 top1 4.688 top5 0.000 | Epoch: [55][423/553] Time 2.464 Data 0.001 Err 0.2440 top1 9.375 top5 0.781 | Epoch: [55][424/553] Time 2.442 Data 0.001 Err 0.2607 top1 7.812 top5 2.344 | Epoch: [55][425/553] Time 2.502 Data 0.000 Err 0.3242 top1 9.375 top5 3.125 | Epoch: [55][426/553] Time 2.448 Data 0.001 Err 0.3779 top1 10.938 top5 1.562 | Epoch: [55][427/553] Time 2.470 Data 0.001 Err 0.3059 top1 7.812 top5 2.344 | Epoch: [55][428/553] Time 2.460 Data 0.001 Err 0.3894 top1 10.156 top5 3.125 | Epoch: [55][429/553] Time 2.472 Data 0.001 Err 0.3402 top1 11.719 top5 1.562 | Epoch: [55][430/553] Time 2.482 Data 0.001 Err 0.2015 top1 7.031 top5 0.000 | Epoch: [55][431/553] Time 2.433 Data 0.001 Err 0.3440 top1 7.031 top5 3.125 | Epoch: [55][432/553] Time 2.444 Data 0.001 Err 0.2632 top1 8.594 top5 1.562 | Epoch: [55][433/553] Time 2.465 Data 0.001 Err 0.2322 top1 6.250 top5 2.344 | Epoch: [55][434/553] Time 2.454 Data 0.001 Err 0.2554 top1 6.250 top5 1.562 | Epoch: [55][435/553] Time 2.441 Data 0.001 Err 0.2421 top1 6.250 top5 3.125 | Epoch: [55][436/553] Time 2.443 Data 0.001 Err 0.2124 top1 4.688 top5 1.562 | Epoch: [55][437/553] Time 2.443 Data 0.001 Err 0.2369 top1 7.031 top5 0.781 | Epoch: [55][438/553] Time 2.476 Data 0.001 Err 0.2857 top1 6.250 top5 3.906 | Epoch: [55][439/553] Time 2.438 Data 0.001 Err 0.2540 top1 6.250 top5 2.344 | Epoch: [55][440/553] Time 2.455 Data 0.001 Err 0.3229 top1 7.812 top5 2.344 | Epoch: [55][441/553] Time 2.476 Data 0.001 Err 0.2966 top1 9.375 top5 1.562 | Epoch: [55][442/553] Time 2.476 Data 0.001 Err 0.1705 top1 3.125 top5 0.781 | Epoch: [55][443/553] Time 2.438 Data 0.001 Err 0.2533 top1 9.375 top5 2.344 | Epoch: [55][444/553] Time 2.435 Data 0.001 Err 0.3194 top1 7.812 top5 1.562 | Epoch: [55][445/553] Time 2.445 Data 0.001 Err 0.1736 top1 4.688 top5 1.562 | Epoch: [55][446/553] Time 2.436 Data 0.001 Err 0.2123 top1 5.469 top5 2.344 | Epoch: [55][447/553] Time 2.434 Data 0.001 Err 0.3199 top1 5.469 top5 3.906 | Epoch: [55][448/553] Time 2.447 Data 0.001 Err 0.2686 top1 9.375 top5 1.562 | Epoch: [55][449/553] Time 2.460 Data 0.001 Err 0.3143 top1 9.375 top5 1.562 | Epoch: [55][450/553] Time 2.457 Data 0.001 Err 0.2505 top1 4.688 top5 2.344 | Epoch: [55][451/553] Time 2.448 Data 0.001 Err 0.1364 top1 3.906 top5 1.562 | Epoch: [55][452/553] Time 2.448 Data 0.000 Err 0.1921 top1 5.469 top5 1.562 | Epoch: [55][453/553] Time 2.436 Data 0.001 Err 0.2395 top1 7.812 top5 1.562 | Epoch: [55][454/553] Time 2.469 Data 0.001 Err 0.2242 top1 5.469 top5 1.562 | Epoch: [55][455/553] Time 2.476 Data 0.001 Err 0.2553 top1 7.812 top5 3.906 | Epoch: [55][456/553] Time 2.438 Data 0.001 Err 0.2315 top1 7.031 top5 2.344 | Epoch: [55][457/553] Time 2.472 Data 0.001 Err 0.2293 top1 7.031 top5 2.344 | Epoch: [55][458/553] Time 2.444 Data 0.001 Err 0.3675 top1 10.938 top5 3.906 | Epoch: [55][459/553] Time 2.438 Data 0.001 Err 0.2547 top1 6.250 top5 2.344 | Epoch: [55][460/553] Time 2.437 Data 0.001 Err 0.2867 top1 7.812 top5 2.344 | Epoch: [55][461/553] Time 2.508 Data 0.001 Err 0.1760 top1 3.906 top5 0.781 | Epoch: [55][462/553] Time 2.458 Data 0.000 Err 0.2258 top1 7.812 top5 0.000 | Epoch: [55][463/553] Time 2.461 Data 0.001 Err 0.3189 top1 7.812 top5 3.125 | Epoch: [55][464/553] Time 2.453 Data 0.001 Err 0.3919 top1 10.156 top5 5.469 | Epoch: [55][465/553] Time 2.449 Data 0.001 Err 0.2195 top1 5.469 top5 2.344 | Epoch: [55][466/553] Time 2.442 Data 0.001 Err 0.4131 top1 14.062 top5 3.125 | Epoch: [55][467/553] Time 2.474 Data 0.001 Err 0.2571 top1 6.250 top5 1.562 | Epoch: [55][468/553] Time 2.439 Data 0.001 Err 0.2977 top1 9.375 top5 2.344 | Epoch: [55][469/553] Time 2.443 Data 0.001 Err 0.3917 top1 9.375 top5 3.906 | Epoch: [55][470/553] Time 2.444 Data 0.000 Err 0.4222 top1 11.719 top5 3.906 | Epoch: [55][471/553] Time 2.479 Data 0.001 Err 0.2550 top1 8.594 top5 2.344 | Epoch: [55][472/553] Time 2.438 Data 0.001 Err 0.3602 top1 12.500 top5 0.781 | Epoch: [55][473/553] Time 2.447 Data 0.001 Err 0.2434 top1 6.250 top5 1.562 | Epoch: [55][474/553] Time 2.434 Data 0.000 Err 0.2946 top1 6.250 top5 2.344 | Epoch: [55][475/553] Time 2.503 Data 0.001 Err 0.3578 top1 9.375 top5 3.125 | Epoch: [55][476/553] Time 2.435 Data 0.001 Err 0.1313 top1 2.344 top5 0.781 | Epoch: [55][477/553] Time 2.479 Data 0.001 Err 0.2954 top1 5.469 top5 1.562 | Epoch: [55][478/553] Time 2.454 Data 0.000 Err 0.3869 top1 8.594 top5 3.125 | Epoch: [55][479/553] Time 2.443 Data 0.001 Err 0.1844 top1 4.688 top5 1.562 | Epoch: [55][480/553] Time 2.446 Data 0.001 Err 0.2782 top1 8.594 top5 1.562 | Epoch: [55][481/553] Time 2.441 Data 0.001 Err 0.2972 top1 7.031 top5 3.906 | Epoch: [55][482/553] Time 2.469 Data 0.001 Err 0.2066 top1 3.906 top5 0.781 | Epoch: [55][483/553] Time 2.442 Data 0.001 Err 0.2583 top1 8.594 top5 2.344 | Epoch: [55][484/553] Time 2.438 Data 0.001 Err 0.4023 top1 9.375 top5 3.125 | Epoch: [55][485/553] Time 2.458 Data 0.001 Err 0.3141 top1 13.281 top5 1.562 | Epoch: [55][486/553] Time 2.439 Data 0.001 Err 0.3609 top1 10.156 top5 3.125 | Epoch: [55][487/553] Time 2.482 Data 0.001 Err 0.3955 top1 8.594 top5 3.906 | Epoch: [55][488/553] Time 2.436 Data 0.001 Err 0.4082 top1 8.594 top5 3.906 | Epoch: [55][489/553] Time 2.477 Data 0.001 Err 0.4070 top1 8.594 top5 5.469 | Epoch: [55][490/553] Time 2.438 Data 0.001 Err 0.2801 top1 7.812 top5 3.125 | Epoch: [55][491/553] Time 2.453 Data 0.001 Err 0.2868 top1 5.469 top5 1.562 | Epoch: [55][492/553] Time 2.444 Data 0.001 Err 0.4492 top1 12.500 top5 3.906 | Epoch: [55][493/553] Time 2.514 Data 0.001 Err 0.2664 top1 7.031 top5 1.562 | Epoch: [55][494/553] Time 2.458 Data 0.001 Err 0.4667 top1 12.500 top5 4.688 | Epoch: [55][495/553] Time 2.437 Data 0.001 Err 0.3962 top1 7.812 top5 3.906 | Epoch: [55][496/553] Time 2.441 Data 0.004 Err 0.2287 top1 5.469 top5 0.781 | Epoch: [55][497/553] Time 2.436 Data 0.001 Err 0.2458 top1 4.688 top5 1.562 | Epoch: [55][498/553] Time 2.466 Data 0.001 Err 0.2686 top1 6.250 top5 1.562 | Epoch: [55][499/553] Time 2.456 Data 0.001 Err 0.5228 top1 15.625 top5 3.125 | Epoch: [55][500/553] Time 2.435 Data 0.001 Err 0.3673 top1 10.156 top5 3.906 | Epoch: [55][501/553] Time 2.485 Data 0.001 Err 0.2871 top1 7.031 top5 1.562 | Epoch: [55][502/553] Time 2.436 Data 0.001 Err 0.3892 top1 7.031 top5 5.469 | Epoch: [55][503/553] Time 2.432 Data 0.001 Err 0.3024 top1 8.594 top5 2.344 | Epoch: [55][504/553] Time 2.434 Data 0.001 Err 0.2200 top1 6.250 top5 0.781 | Epoch: [55][505/553] Time 2.475 Data 0.001 Err 0.3806 top1 9.375 top5 3.125 | Epoch: [55][506/553] Time 2.435 Data 0.001 Err 0.3579 top1 7.812 top5 3.125 | Epoch: [55][507/553] Time 2.451 Data 0.001 Err 0.1056 top1 1.562 top5 0.000 | Epoch: [55][508/553] Time 2.499 Data 0.001 Err 0.3691 top1 9.375 top5 3.906 | Epoch: [55][509/553] Time 2.439 Data 0.001 Err 0.3508 top1 10.156 top5 3.125 | Epoch: [55][510/553] Time 2.437 Data 0.001 Err 0.2752 top1 6.250 top5 2.344 | Epoch: [55][511/553] Time 2.456 Data 0.001 Err 0.3331 top1 7.812 top5 2.344 | Epoch: [55][512/553] Time 2.438 Data 0.001 Err 0.3808 top1 8.594 top5 5.469 | Epoch: [55][513/553] Time 2.464 Data 0.001 Err 0.2119 top1 5.469 top5 0.781 | Epoch: [55][514/553] Time 2.449 Data 0.001 Err 0.2467 top1 6.250 top5 1.562 | Epoch: [55][515/553] Time 2.470 Data 0.001 Err 0.4445 top1 10.156 top5 5.469 | Epoch: [55][516/553] Time 2.450 Data 0.001 Err 0.2770 top1 6.250 top5 3.125 | Epoch: [55][517/553] Time 2.437 Data 0.001 Err 0.2691 top1 7.812 top5 1.562 | Epoch: [55][518/553] Time 2.467 Data 0.001 Err 0.2575 top1 7.812 top5 1.562 | Epoch: [55][519/553] Time 2.444 Data 0.001 Err 0.2681 top1 8.594 top5 0.781 | Epoch: [55][520/553] Time 2.475 Data 0.001 Err 0.3578 top1 8.594 top5 4.688 | Epoch: [55][521/553] Time 2.485 Data 0.001 Err 0.2233 top1 5.469 top5 1.562 | Epoch: [55][522/553] Time 2.461 Data 0.001 Err 0.3248 top1 10.938 top5 3.125 | Epoch: [55][523/553] Time 2.434 Data 0.001 Err 0.2778 top1 7.812 top5 3.125 | Epoch: [55][524/553] Time 2.511 Data 0.001 Err 0.3787 top1 12.500 top5 1.562 | Epoch: [55][525/553] Time 2.438 Data 0.001 Err 0.3470 top1 7.812 top5 3.125 | Epoch: [55][526/553] Time 2.449 Data 0.001 Err 0.2076 top1 3.906 top5 1.562 | Epoch: [55][527/553] Time 2.461 Data 0.001 Err 0.2582 top1 7.812 top5 2.344 | Epoch: [55][528/553] Time 2.462 Data 0.000 Err 0.5206 top1 14.062 top5 6.250 | Epoch: [55][529/553] Time 2.460 Data 0.000 Err 0.3242 top1 7.812 top5 3.125 | Epoch: [55][530/553] Time 2.436 Data 0.001 Err 0.3251 top1 7.812 top5 2.344 | Epoch: [55][531/553] Time 2.470 Data 0.001 Err 0.2231 top1 7.031 top5 1.562 | Epoch: [55][532/553] Time 2.467 Data 0.001 Err 0.2191 top1 7.031 top5 1.562 | Epoch: [55][533/553] Time 2.442 Data 0.001 Err 0.2779 top1 7.031 top5 2.344 | Epoch: [55][534/553] Time 2.466 Data 0.001 Err 0.3342 top1 7.812 top5 1.562 | Epoch: [55][535/553] Time 2.444 Data 0.001 Err 0.2625 top1 7.031 top5 2.344 | Epoch: [55][536/553] Time 2.507 Data 0.001 Err 0.3259 top1 8.594 top5 1.562 | Epoch: [55][537/553] Time 2.457 Data 0.000 Err 0.3741 top1 10.156 top5 3.125 | Epoch: [55][538/553] Time 2.463 Data 0.001 Err 0.2503 top1 7.812 top5 0.000 | Epoch: [55][539/553] Time 2.444 Data 0.001 Err 0.3422 top1 9.375 top5 3.125 | Epoch: [55][540/553] Time 2.465 Data 0.001 Err 0.4353 top1 12.500 top5 3.125 | Epoch: [55][541/553] Time 2.437 Data 0.000 Err 0.3528 top1 7.031 top5 3.125 | Epoch: [55][542/553] Time 2.450 Data 0.001 Err 0.2263 top1 6.250 top5 1.562 | Epoch: [55][543/553] Time 2.503 Data 0.000 Err 0.2503 top1 9.375 top5 0.781 | Epoch: [55][544/553] Time 2.453 Data 0.000 Err 0.2948 top1 7.812 top5 3.125 | Epoch: [55][545/553] Time 2.440 Data 0.000 Err 0.2045 top1 6.250 top5 0.781 | Epoch: [55][546/553] Time 2.438 Data 0.000 Err 0.3422 top1 6.250 top5 2.344 | Epoch: [55][547/553] Time 2.477 Data 0.000 Err 0.4682 top1 12.500 top5 3.906 | Epoch: [55][548/553] Time 2.445 Data 0.000 Err 0.1894 top1 6.250 top5 0.000 | Epoch: [55][549/553] Time 2.445 Data 0.000 Err 0.2784 top1 8.594 top5 1.562 | Epoch: [55][550/553] Time 2.436 Data 0.000 Err 0.3734 top1 10.938 top5 3.125 | Epoch: [55][551/553] Time 2.441 Data 0.000 Err 0.3504 top1 10.156 top5 2.344 | Epoch: [55][552/553] Time 2.433 Data 0.001 Err 0.3936 top1 10.938 top5 3.125 | Epoch: [55][553/553] Time 1.027 Data 0.000 Err 0.3283 top1 18.182 top5 0.000 | Test: [55][1/198] Time 2.330 Data 1.612 top1 12.500 ( 12.500) top5 1.562 ( 1.562) | Test: [55][2/198] Time 0.721 Data 0.001 top1 11.719 ( 12.109) top5 3.906 ( 2.734) | Test: [55][3/198] Time 0.713 Data 0.000 top1 12.500 ( 12.240) top5 2.344 ( 2.604) | Test: [55][4/198] Time 0.720 Data 0.001 top1 16.406 ( 13.281) top5 4.688 ( 3.125) | Test: [55][5/198] Time 0.718 Data 0.001 top1 9.375 ( 12.500) top5 2.344 ( 2.969) | Test: [55][6/198] Time 0.719 Data 0.001 top1 7.812 ( 11.719) top5 0.781 ( 2.604) | Test: [55][7/198] Time 0.717 Data 0.001 top1 10.938 ( 11.607) top5 1.562 ( 2.455) | Test: [55][8/198] Time 0.716 Data 0.001 top1 10.938 ( 11.523) top5 1.562 ( 2.344) | Test: [55][9/198] Time 0.719 Data 0.001 top1 15.625 ( 11.979) top5 2.344 ( 2.344) | Test: [55][10/198] Time 0.719 Data 0.001 top1 10.156 ( 11.797) top5 2.344 ( 2.344) | Test: [55][11/198] Time 0.720 Data 0.001 top1 10.156 ( 11.648) top5 3.125 ( 2.415) | Test: [55][12/198] Time 0.726 Data 0.001 top1 13.281 ( 11.784) top5 1.562 ( 2.344) | Test: [55][13/198] Time 0.728 Data 0.001 top1 10.156 ( 11.659) top5 3.125 ( 2.404) | Test: [55][14/198] Time 0.723 Data 0.001 top1 11.719 ( 11.663) top5 3.906 ( 2.511) | Test: [55][15/198] Time 0.721 Data 0.001 top1 12.500 ( 11.719) top5 0.781 ( 2.396) | Test: [55][16/198] Time 0.724 Data 0.001 top1 12.500 ( 11.768) top5 3.125 ( 2.441) | Test: [55][17/198] Time 0.717 Data 0.001 top1 12.500 ( 11.811) top5 2.344 ( 2.436) | Test: [55][18/198] Time 0.718 Data 0.001 top1 11.719 ( 11.806) top5 1.562 ( 2.387) | Test: [55][19/198] Time 0.719 Data 0.001 top1 10.156 ( 11.719) top5 1.562 ( 2.344) | Test: [55][20/198] Time 0.713 Data 0.000 top1 10.938 ( 11.680) top5 2.344 ( 2.344) | Test: [55][21/198] Time 0.722 Data 0.001 top1 11.719 ( 11.682) top5 3.125 ( 2.381) | Test: [55][22/198] Time 0.713 Data 0.001 top1 16.406 ( 11.896) top5 2.344 ( 2.379) | Test: [55][23/198] Time 0.716 Data 0.001 top1 7.031 ( 11.685) top5 3.906 ( 2.446) | Test: [55][24/198] Time 0.717 Data 0.001 top1 10.156 ( 11.621) top5 2.344 ( 2.441) | Test: [55][25/198] Time 0.722 Data 0.001 top1 13.281 ( 11.688) top5 1.562 ( 2.406) | Test: [55][26/198] Time 0.727 Data 0.001 top1 13.281 ( 11.749) top5 3.125 ( 2.434) | Test: [55][27/198] Time 0.716 Data 0.001 top1 10.938 ( 11.719) top5 2.344 ( 2.431) | Test: [55][28/198] Time 0.723 Data 0.001 top1 14.844 ( 11.830) top5 3.125 ( 2.455) | Test: [55][29/198] Time 0.721 Data 0.001 top1 14.062 ( 11.907) top5 1.562 ( 2.425) | Test: [55][30/198] Time 0.724 Data 0.001 top1 15.625 ( 12.031) top5 2.344 ( 2.422) | Test: [55][31/198] Time 0.725 Data 0.001 top1 14.062 ( 12.097) top5 3.125 ( 2.445) | Test: [55][32/198] Time 0.720 Data 0.001 top1 16.406 ( 12.231) top5 4.688 ( 2.515) | Test: [55][33/198] Time 0.717 Data 0.001 top1 13.281 ( 12.263) top5 6.250 ( 2.628) | Test: [55][34/198] Time 0.719 Data 0.001 top1 16.406 ( 12.385) top5 5.469 ( 2.711) | Test: [55][35/198] Time 0.719 Data 0.001 top1 14.062 ( 12.433) top5 3.125 ( 2.723) | Test: [55][36/198] Time 0.721 Data 0.001 top1 12.500 ( 12.435) top5 3.125 ( 2.734) | Test: [55][37/198] Time 0.723 Data 0.001 top1 14.844 ( 12.500) top5 0.781 ( 2.682) | Test: [55][38/198] Time 0.730 Data 0.001 top1 14.844 ( 12.562) top5 5.469 ( 2.755) | Test: [55][39/198] Time 0.726 Data 0.001 top1 14.844 ( 12.620) top5 6.250 ( 2.845) | Test: [55][40/198] Time 0.721 Data 0.001 top1 13.281 ( 12.637) top5 3.906 ( 2.871) | Test: [55][41/198] Time 0.735 Data 0.001 top1 14.062 ( 12.671) top5 1.562 ( 2.839) | Test: [55][42/198] Time 0.718 Data 0.001 top1 11.719 ( 12.649) top5 3.125 ( 2.846) | Test: [55][43/198] Time 0.721 Data 0.001 top1 10.156 ( 12.591) top5 3.125 ( 2.852) | Test: [55][44/198] Time 0.719 Data 0.001 top1 11.719 ( 12.571) top5 2.344 ( 2.841) | Test: [55][45/198] Time 0.715 Data 0.001 top1 6.250 ( 12.431) top5 0.781 ( 2.795) | Test: [55][46/198] Time 0.720 Data 0.001 top1 17.969 ( 12.551) top5 4.688 ( 2.836) | Test: [55][47/198] Time 0.727 Data 0.001 top1 13.281 ( 12.566) top5 2.344 ( 2.826) | Test: [55][48/198] Time 0.715 Data 0.001 top1 10.156 ( 12.516) top5 1.562 ( 2.799) | Test: [55][49/198] Time 0.717 Data 0.001 top1 17.188 ( 12.612) top5 5.469 ( 2.854) | Test: [55][50/198] Time 0.721 Data 0.001 top1 12.500 ( 12.609) top5 0.781 ( 2.812) | Test: [55][51/198] Time 0.722 Data 0.001 top1 8.594 ( 12.531) top5 4.688 ( 2.849) | Test: [55][52/198] Time 0.720 Data 0.001 top1 11.719 ( 12.515) top5 0.781 ( 2.809) | Test: [55][53/198] Time 0.716 Data 0.001 top1 17.188 ( 12.603) top5 4.688 ( 2.845) | Test: [55][54/198] Time 0.718 Data 0.001 top1 10.156 ( 12.558) top5 0.781 ( 2.807) | Test: [55][55/198] Time 0.716 Data 0.001 top1 17.188 ( 12.642) top5 3.906 ( 2.827) | Test: [55][56/198] Time 0.722 Data 0.001 top1 10.938 ( 12.612) top5 1.562 ( 2.804) | Test: [55][57/198] Time 0.718 Data 0.001 top1 14.062 ( 12.637) top5 4.688 ( 2.837) | Test: [55][58/198] Time 0.722 Data 0.004 top1 10.938 ( 12.608) top5 2.344 ( 2.829) | Test: [55][59/198] Time 0.719 Data 0.001 top1 11.719 ( 12.593) top5 1.562 ( 2.807) | Test: [55][60/198] Time 0.724 Data 0.001 top1 5.469 ( 12.474) top5 0.000 ( 2.760) | Test: [55][61/198] Time 0.719 Data 0.001 top1 14.844 ( 12.513) top5 2.344 ( 2.754) | Test: [55][62/198] Time 0.718 Data 0.001 top1 14.844 ( 12.550) top5 2.344 ( 2.747) | Test: [55][63/198] Time 0.716 Data 0.001 top1 8.594 ( 12.488) top5 1.562 ( 2.728) | Test: [55][64/198] Time 0.722 Data 0.001 top1 11.719 ( 12.476) top5 0.781 ( 2.698) | Test: [55][65/198] Time 0.718 Data 0.001 top1 18.750 ( 12.572) top5 3.125 ( 2.704) | Test: [55][66/198] Time 0.715 Data 0.001 top1 8.594 ( 12.512) top5 1.562 ( 2.687) | Test: [55][67/198] Time 0.718 Data 0.001 top1 11.719 ( 12.500) top5 1.562 ( 2.670) | Test: [55][68/198] Time 0.731 Data 0.001 top1 11.719 ( 12.489) top5 2.344 ( 2.665) | Test: [55][69/198] Time 0.728 Data 0.001 top1 7.812 ( 12.421) top5 2.344 ( 2.661) | Test: [55][70/198] Time 0.723 Data 0.000 top1 8.594 ( 12.366) top5 1.562 ( 2.645) | Test: [55][71/198] Time 0.721 Data 0.001 top1 6.250 ( 12.280) top5 0.781 ( 2.619) | Test: [55][72/198] Time 0.719 Data 0.001 top1 10.938 ( 12.261) top5 0.781 ( 2.593) | Test: [55][73/198] Time 0.719 Data 0.001 top1 14.062 ( 12.286) top5 4.688 ( 2.622) | Test: [55][74/198] Time 0.717 Data 0.001 top1 12.500 ( 12.289) top5 3.906 ( 2.639) | Test: [55][75/198] Time 0.714 Data 0.001 top1 16.406 ( 12.344) top5 7.031 ( 2.698) | Test: [55][76/198] Time 0.714 Data 0.001 top1 9.375 ( 12.305) top5 1.562 ( 2.683) | Test: [55][77/198] Time 0.715 Data 0.001 top1 12.500 ( 12.307) top5 3.125 ( 2.689) | Test: [55][78/198] Time 0.723 Data 0.001 top1 12.500 ( 12.310) top5 2.344 ( 2.684) | Test: [55][79/198] Time 0.715 Data 0.001 top1 12.500 ( 12.312) top5 2.344 ( 2.680) | Test: [55][80/198] Time 0.724 Data 0.001 top1 13.281 ( 12.324) top5 2.344 ( 2.676) | Test: [55][81/198] Time 0.725 Data 0.001 top1 13.281 ( 12.336) top5 0.000 ( 2.643) | Test: [55][82/198] Time 0.717 Data 0.001 top1 14.062 ( 12.357) top5 3.125 ( 2.649) | Test: [55][83/198] Time 0.720 Data 0.001 top1 14.062 ( 12.378) top5 3.906 ( 2.664) | Test: [55][84/198] Time 0.722 Data 0.001 top1 14.062 ( 12.398) top5 3.906 ( 2.679) | Test: [55][85/198] Time 0.720 Data 0.001 top1 8.594 ( 12.353) top5 1.562 ( 2.665) | Test: [55][86/198] Time 0.740 Data 0.001 top1 15.625 ( 12.391) top5 3.125 ( 2.671) | Test: [55][87/198] Time 0.726 Data 0.001 top1 12.500 ( 12.392) top5 0.000 ( 2.640) | Test: [55][88/198] Time 0.733 Data 0.001 top1 14.844 ( 12.420) top5 4.688 ( 2.663) | Test: [55][89/198] Time 0.718 Data 0.001 top1 8.594 ( 12.377) top5 3.125 ( 2.669) | Test: [55][90/198] Time 0.728 Data 0.001 top1 8.594 ( 12.335) top5 1.562 ( 2.656) | Test: [55][91/198] Time 0.715 Data 0.001 top1 4.688 ( 12.251) top5 0.000 ( 2.627) | Test: [55][92/198] Time 0.717 Data 0.001 top1 14.844 ( 12.279) top5 1.562 ( 2.615) | Test: [55][93/198] Time 0.713 Data 0.001 top1 8.594 ( 12.240) top5 1.562 ( 2.604) | Test: [55][94/198] Time 0.716 Data 0.001 top1 17.969 ( 12.301) top5 3.906 ( 2.618) | Test: [55][95/198] Time 0.721 Data 0.001 top1 11.719 ( 12.294) top5 0.781 ( 2.599) | Test: [55][96/198] Time 0.720 Data 0.002 top1 10.938 ( 12.280) top5 2.344 ( 2.596) | Test: [55][97/198] Time 0.723 Data 0.001 top1 15.625 ( 12.315) top5 1.562 ( 2.585) | Test: [55][98/198] Time 0.718 Data 0.001 top1 10.938 ( 12.301) top5 4.688 ( 2.607) | Test: [55][99/198] Time 0.717 Data 0.001 top1 10.938 ( 12.287) top5 3.125 ( 2.612) | Test: [55][100/198] Time 0.717 Data 0.001 top1 18.750 ( 12.352) top5 3.125 ( 2.617) | Test: [55][101/198] Time 0.714 Data 0.001 top1 14.844 ( 12.376) top5 3.125 ( 2.622) | Test: [55][102/198] Time 0.718 Data 0.001 top1 10.156 ( 12.354) top5 2.344 ( 2.619) | Test: [55][103/198] Time 0.716 Data 0.001 top1 17.969 ( 12.409) top5 3.906 ( 2.632) | Test: [55][104/198] Time 0.723 Data 0.001 top1 9.375 ( 12.380) top5 0.000 ( 2.607) | Test: [55][105/198] Time 0.716 Data 0.001 top1 12.500 ( 12.381) top5 0.000 ( 2.582) | Test: [55][106/198] Time 0.733 Data 0.001 top1 10.938 ( 12.367) top5 0.781 ( 2.565) | Test: [55][107/198] Time 0.722 Data 0.002 top1 10.156 ( 12.347) top5 3.906 ( 2.577) | Test: [55][108/198] Time 0.718 Data 0.001 top1 10.156 ( 12.326) top5 2.344 ( 2.575) | Test: [55][109/198] Time 0.717 Data 0.001 top1 14.062 ( 12.342) top5 3.125 ( 2.580) | Test: [55][110/198] Time 0.715 Data 0.001 top1 17.188 ( 12.386) top5 3.125 ( 2.585) | Test: [55][111/198] Time 0.719 Data 0.001 top1 10.156 ( 12.366) top5 3.125 ( 2.590) | Test: [55][112/198] Time 0.715 Data 0.001 top1 10.938 ( 12.354) top5 4.688 ( 2.609) | Test: [55][113/198] Time 0.719 Data 0.001 top1 11.719 ( 12.348) top5 3.125 ( 2.613) | Test: [55][114/198] Time 0.729 Data 0.001 top1 7.812 ( 12.308) top5 1.562 ( 2.604) | Test: [55][115/198] Time 0.718 Data 0.001 top1 17.188 ( 12.351) top5 2.344 ( 2.602) | Test: [55][116/198] Time 0.717 Data 0.000 top1 12.500 ( 12.352) top5 2.344 ( 2.600) | Test: [55][117/198] Time 0.736 Data 0.007 top1 10.938 ( 12.340) top5 3.125 ( 2.604) | Test: [55][118/198] Time 0.723 Data 0.001 top1 8.594 ( 12.308) top5 3.125 ( 2.609) | Test: [55][119/198] Time 0.725 Data 0.001 top1 18.750 ( 12.362) top5 3.125 ( 2.613) | Test: [55][120/198] Time 0.718 Data 0.001 top1 13.281 ( 12.370) top5 2.344 ( 2.611) | Test: [55][121/198] Time 0.719 Data 0.001 top1 11.719 ( 12.364) top5 1.562 ( 2.602) | Test: [55][122/198] Time 0.715 Data 0.001 top1 13.281 ( 12.372) top5 0.000 ( 2.581) | Test: [55][123/198] Time 0.720 Data 0.001 top1 13.281 ( 12.379) top5 3.125 ( 2.585) | Test: [55][124/198] Time 0.719 Data 0.001 top1 12.500 ( 12.380) top5 0.000 ( 2.564) | Test: [55][125/198] Time 0.717 Data 0.001 top1 11.719 ( 12.375) top5 0.781 ( 2.550) | Test: [55][126/198] Time 0.715 Data 0.001 top1 12.500 ( 12.376) top5 4.688 ( 2.567) | Test: [55][127/198] Time 0.717 Data 0.001 top1 12.500 ( 12.377) top5 2.344 ( 2.565) | Test: [55][128/198] Time 0.718 Data 0.001 top1 9.375 ( 12.354) top5 3.125 ( 2.570) | Test: [55][129/198] Time 0.717 Data 0.001 top1 10.938 ( 12.343) top5 3.125 ( 2.574) | Test: [55][130/198] Time 0.725 Data 0.001 top1 13.281 ( 12.350) top5 3.125 ( 2.578) | Test: [55][131/198] Time 0.720 Data 0.001 top1 13.281 ( 12.357) top5 2.344 ( 2.576) | Test: [55][132/198] Time 0.717 Data 0.001 top1 10.938 ( 12.346) top5 2.344 ( 2.575) | Test: [55][133/198] Time 0.721 Data 0.001 top1 9.375 ( 12.324) top5 3.125 ( 2.579) | Test: [55][134/198] Time 0.730 Data 0.001 top1 13.281 ( 12.331) top5 4.688 ( 2.594) | Test: [55][135/198] Time 0.729 Data 0.001 top1 14.062 ( 12.344) top5 2.344 ( 2.593) | Test: [55][136/198] Time 0.720 Data 0.001 top1 9.375 ( 12.322) top5 2.344 ( 2.591) | Test: [55][137/198] Time 0.720 Data 0.001 top1 13.281 ( 12.329) top5 0.000 ( 2.572) | Test: [55][138/198] Time 0.721 Data 0.001 top1 18.750 ( 12.375) top5 3.906 ( 2.582) | Test: [55][139/198] Time 0.717 Data 0.001 top1 10.156 ( 12.359) top5 1.562 ( 2.574) | Test: [55][140/198] Time 0.726 Data 0.001 top1 12.500 ( 12.360) top5 3.125 ( 2.578) | Test: [55][141/198] Time 0.720 Data 0.001 top1 13.281 ( 12.367) top5 4.688 ( 2.593) | Test: [55][142/198] Time 0.718 Data 0.001 top1 13.281 ( 12.373) top5 3.906 ( 2.602) | Test: [55][143/198] Time 0.720 Data 0.001 top1 15.625 ( 12.396) top5 5.469 ( 2.622) | Test: [55][144/198] Time 0.729 Data 0.001 top1 8.594 ( 12.370) top5 3.906 ( 2.631) | Test: [55][145/198] Time 0.721 Data 0.001 top1 18.750 ( 12.414) top5 3.906 ( 2.640) | Test: [55][146/198] Time 0.716 Data 0.001 top1 14.844 ( 12.430) top5 3.906 ( 2.649) | Test: [55][147/198] Time 0.724 Data 0.002 top1 8.594 ( 12.404) top5 2.344 ( 2.647) | Test: [55][148/198] Time 0.711 Data 0.001 top1 13.281 ( 12.410) top5 3.125 ( 2.650) | Test: [55][149/198] Time 0.718 Data 0.001 top1 19.531 ( 12.458) top5 4.688 ( 2.664) | Test: [55][150/198] Time 0.713 Data 0.001 top1 11.719 ( 12.453) top5 2.344 ( 2.661) | Test: [55][151/198] Time 0.714 Data 0.001 top1 14.844 ( 12.469) top5 7.812 ( 2.696) | Test: [55][152/198] Time 0.716 Data 0.001 top1 12.500 ( 12.469) top5 0.781 ( 2.683) | Test: [55][153/198] Time 0.720 Data 0.001 top1 18.750 ( 12.510) top5 3.125 ( 2.686) | Test: [55][154/198] Time 0.719 Data 0.001 top1 17.969 ( 12.546) top5 3.906 ( 2.694) | Test: [55][155/198] Time 0.714 Data 0.001 top1 7.812 ( 12.515) top5 1.562 ( 2.686) | Test: [55][156/198] Time 0.716 Data 0.001 top1 8.594 ( 12.490) top5 2.344 ( 2.684) | Test: [55][157/198] Time 0.721 Data 0.001 top1 10.156 ( 12.475) top5 2.344 ( 2.682) | Test: [55][158/198] Time 0.736 Data 0.001 top1 10.938 ( 12.465) top5 2.344 ( 2.680) | Test: [55][159/198] Time 0.722 Data 0.001 top1 11.719 ( 12.461) top5 2.344 ( 2.678) | Test: [55][160/198] Time 0.731 Data 0.001 top1 13.281 ( 12.466) top5 2.344 ( 2.676) | Test: [55][161/198] Time 0.718 Data 0.001 top1 10.156 ( 12.451) top5 0.781 ( 2.664) | Test: [55][162/198] Time 0.729 Data 0.000 top1 12.500 ( 12.452) top5 2.344 ( 2.662) | Test: [55][163/198] Time 0.719 Data 0.001 top1 10.938 ( 12.442) top5 0.000 ( 2.646) | Test: [55][164/198] Time 0.722 Data 0.001 top1 9.375 ( 12.424) top5 1.562 ( 2.639) | Test: [55][165/198] Time 0.718 Data 0.001 top1 10.938 ( 12.415) top5 5.469 ( 2.656) | Test: [55][166/198] Time 0.723 Data 0.001 top1 7.812 ( 12.387) top5 1.562 ( 2.650) | Test: [55][167/198] Time 0.716 Data 0.001 top1 12.500 ( 12.388) top5 2.344 ( 2.648) | Test: [55][168/198] Time 0.728 Data 0.001 top1 7.812 ( 12.360) top5 1.562 ( 2.641) | Test: [55][169/198] Time 0.719 Data 0.001 top1 15.625 ( 12.380) top5 1.562 ( 2.635) | Test: [55][170/198] Time 0.718 Data 0.001 top1 14.844 ( 12.394) top5 3.906 ( 2.642) | Test: [55][171/198] Time 0.718 Data 0.001 top1 13.281 ( 12.399) top5 1.562 ( 2.636) | Test: [55][172/198] Time 0.736 Data 0.003 top1 16.406 ( 12.423) top5 4.688 ( 2.648) | Test: [55][173/198] Time 0.730 Data 0.001 top1 14.844 ( 12.437) top5 3.125 ( 2.651) | Test: [55][174/198] Time 0.725 Data 0.001 top1 14.844 ( 12.451) top5 3.906 ( 2.658) | Test: [55][175/198] Time 0.721 Data 0.001 top1 8.594 ( 12.429) top5 0.000 ( 2.643) | Test: [55][176/198] Time 0.726 Data 0.001 top1 10.156 ( 12.416) top5 3.125 ( 2.646) | Test: [55][177/198] Time 0.719 Data 0.001 top1 12.500 ( 12.416) top5 2.344 ( 2.644) | Test: [55][178/198] Time 0.720 Data 0.001 top1 12.500 ( 12.417) top5 1.562 ( 2.638) | Test: [55][179/198] Time 0.715 Data 0.001 top1 15.625 ( 12.435) top5 3.125 ( 2.641) | Test: [55][180/198] Time 0.718 Data 0.001 top1 15.625 ( 12.452) top5 3.906 ( 2.648) | Test: [55][181/198] Time 0.717 Data 0.001 top1 21.875 ( 12.504) top5 5.469 ( 2.663) | Test: [55][182/198] Time 0.712 Data 0.001 top1 14.062 ( 12.513) top5 0.781 ( 2.653) | Test: [55][183/198] Time 0.722 Data 0.001 top1 14.844 ( 12.526) top5 3.125 ( 2.655) | Test: [55][184/198] Time 0.715 Data 0.001 top1 9.375 ( 12.508) top5 1.562 ( 2.649) | Test: [55][185/198] Time 0.718 Data 0.001 top1 14.062 ( 12.517) top5 3.125 ( 2.652) | Test: [55][186/198] Time 0.716 Data 0.001 top1 18.750 ( 12.550) top5 3.906 ( 2.659) | Test: [55][187/198] Time 0.720 Data 0.001 top1 8.594 ( 12.529) top5 3.125 ( 2.661) | Test: [55][188/198] Time 0.735 Data 0.000 top1 18.750 ( 12.562) top5 3.906 ( 2.668) | Test: [55][189/198] Time 0.725 Data 0.000 top1 10.156 ( 12.550) top5 2.344 ( 2.666) | Test: [55][190/198] Time 0.720 Data 0.000 top1 17.188 ( 12.574) top5 3.125 ( 2.669) | Test: [55][191/198] Time 0.735 Data 0.000 top1 12.500 ( 12.574) top5 2.344 ( 2.667) | Test: [55][192/198] Time 0.724 Data 0.000 top1 13.281 ( 12.577) top5 0.781 ( 2.657) | Test: [55][193/198] Time 0.717 Data 0.000 top1 15.625 ( 12.593) top5 1.562 ( 2.651) | Test: [55][194/198] Time 0.715 Data 0.000 top1 14.844 ( 12.605) top5 1.562 ( 2.646) | Test: [55][195/198] Time 0.720 Data 0.000 top1 10.156 ( 12.592) top5 0.000 ( 2.632) | Test: [55][196/198] Time 0.711 Data 0.001 top1 17.188 ( 12.616) top5 1.562 ( 2.627) | Test: [55][197/198] Time 0.259 Data 0.000 top1 14.706 ( 12.626) top5 5.882 ( 2.643) | Test: [55][198/198] Time 0.711 Data 0.000 top1 14.844 ( 12.637) top5 2.344 ( 2.642) * Finished epoch # 55 top1: 12.637 top5: 2.642 Epoch 56 => Training epoch # 56 | Epoch: [56][1/553] Time 41.431 Data 38.903 Err 0.2124 top1 7.031 top5 0.781 | Epoch: [56][2/553] Time 2.425 Data 0.001 Err 0.2109 top1 5.469 top5 1.562 | Epoch: [56][3/553] Time 2.423 Data 0.000 Err 0.2454 top1 6.250 top5 0.000 | Epoch: [56][4/553] Time 2.423 Data 0.000 Err 0.3096 top1 6.250 top5 1.562 | Epoch: [56][5/553] Time 26.077 Data 23.570 Err 0.3615 top1 8.594 top5 4.688 | Epoch: [56][6/553] Time 2.428 Data 0.001 Err 0.3229 top1 10.156 top5 3.906 | Epoch: [56][7/553] Time 2.426 Data 0.001 Err 0.3537 top1 8.594 top5 3.125 | Epoch: [56][8/553] Time 2.430 Data 0.001 Err 0.2051 top1 5.469 top5 0.781 | Epoch: [56][9/553] Time 2.440 Data 0.004 Err 0.1997 top1 4.688 top5 2.344 | Epoch: [56][10/553] Time 2.419 Data 0.001 Err 0.2940 top1 8.594 top5 2.344 | Epoch: [56][11/553] Time 2.427 Data 0.001 Err 0.2206 top1 4.688 top5 1.562 | Epoch: [56][12/553] Time 2.440 Data 0.001 Err 0.3173 top1 7.031 top5 4.688 | Epoch: [56][13/553] Time 2.477 Data 0.001 Err 0.3758 top1 7.812 top5 4.688 | Epoch: [56][14/553] Time 2.422 Data 0.001 Err 0.2834 top1 8.594 top5 3.125 | Epoch: [56][15/553] Time 2.493 Data 0.001 Err 0.3584 top1 8.594 top5 3.906 | Epoch: [56][16/553] Time 2.441 Data 0.001 Err 0.2837 top1 7.031 top5 2.344 | Epoch: [56][17/553] Time 2.475 Data 0.001 Err 0.3289 top1 9.375 top5 3.906 | Epoch: [56][18/553] Time 2.444 Data 0.001 Err 0.1594 top1 3.906 top5 1.562 | Epoch: [56][19/553] Time 2.475 Data 0.001 Err 0.3825 top1 7.812 top5 4.688 | Epoch: [56][20/553] Time 2.450 Data 0.001 Err 0.1662 top1 3.906 top5 1.562 | Epoch: [56][21/553] Time 2.431 Data 0.001 Err 0.3603 top1 9.375 top5 4.688 | Epoch: [56][22/553] Time 2.446 Data 0.001 Err 0.2355 top1 8.594 top5 0.781 | Epoch: [56][23/553] Time 2.432 Data 0.000 Err 0.4101 top1 10.156 top5 4.688 | Epoch: [56][24/553] Time 2.427 Data 0.001 Err 0.3616 top1 7.031 top5 3.906 | Epoch: [56][25/553] Time 2.431 Data 0.001 Err 0.2182 top1 5.469 top5 1.562 | Epoch: [56][26/553] Time 2.473 Data 0.000 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [56][27/553] Time 2.427 Data 0.001 Err 0.3511 top1 7.031 top5 3.906 | Epoch: [56][28/553] Time 2.439 Data 0.001 Err 0.2429 top1 6.250 top5 0.781 | Epoch: [56][29/553] Time 2.446 Data 0.001 Err 0.4402 top1 10.156 top5 3.906 | Epoch: [56][30/553] Time 2.447 Data 0.001 Err 0.3808 top1 8.594 top5 2.344 | Epoch: [56][31/553] Time 2.442 Data 0.001 Err 0.2391 top1 4.688 top5 2.344 | Epoch: [56][32/553] Time 2.451 Data 0.001 Err 0.3256 top1 8.594 top5 3.906 | Epoch: [56][33/553] Time 2.447 Data 0.001 Err 0.1725 top1 3.906 top5 1.562 | Epoch: [56][34/553] Time 2.482 Data 0.001 Err 0.3921 top1 10.156 top5 3.125 | Epoch: [56][35/553] Time 2.435 Data 0.000 Err 0.1953 top1 4.688 top5 0.781 | Epoch: [56][36/553] Time 2.444 Data 0.001 Err 0.2123 top1 4.688 top5 1.562 | Epoch: [56][37/553] Time 2.462 Data 0.001 Err 0.2147 top1 6.250 top5 1.562 | Epoch: [56][38/553] Time 2.487 Data 0.003 Err 0.2147 top1 7.031 top5 0.000 | Epoch: [56][39/553] Time 2.514 Data 0.001 Err 0.1475 top1 3.906 top5 0.000 | Epoch: [56][40/553] Time 2.437 Data 0.001 Err 0.2222 top1 3.906 top5 1.562 | Epoch: [56][41/553] Time 2.443 Data 0.001 Err 0.3261 top1 7.812 top5 3.906 | Epoch: [56][42/553] Time 2.470 Data 0.001 Err 0.2288 top1 7.031 top5 0.781 | Epoch: [56][43/553] Time 2.478 Data 0.001 Err 0.3165 top1 7.031 top5 3.906 | Epoch: [56][44/553] Time 2.449 Data 0.001 Err 0.3600 top1 9.375 top5 2.344 | Epoch: [56][45/553] Time 2.471 Data 0.001 Err 0.3239 top1 7.812 top5 2.344 | Epoch: [56][46/553] Time 2.441 Data 0.001 Err 0.3422 top1 11.719 top5 3.125 | Epoch: [56][47/553] Time 2.495 Data 0.001 Err 0.2638 top1 8.594 top5 1.562 | Epoch: [56][48/553] Time 2.474 Data 0.001 Err 0.3180 top1 7.031 top5 3.906 | Epoch: [56][49/553] Time 2.452 Data 0.001 Err 0.2732 top1 7.812 top5 1.562 | Epoch: [56][50/553] Time 2.482 Data 0.001 Err 0.2982 top1 8.594 top5 1.562 | Epoch: [56][51/553] Time 2.434 Data 0.001 Err 0.2782 top1 7.031 top5 0.781 | Epoch: [56][52/553] Time 2.483 Data 0.001 Err 0.3204 top1 8.594 top5 3.125 | Epoch: [56][53/553] Time 2.447 Data 0.001 Err 0.3436 top1 9.375 top5 3.125 | Epoch: [56][54/553] Time 2.444 Data 0.001 Err 0.3180 top1 11.719 top5 1.562 | Epoch: [56][55/553] Time 2.451 Data 0.001 Err 0.1363 top1 2.344 top5 0.781 | Epoch: [56][56/553] Time 2.443 Data 0.001 Err 0.2459 top1 7.031 top5 0.781 | Epoch: [56][57/553] Time 2.472 Data 0.001 Err 0.2791 top1 7.031 top5 3.125 | Epoch: [56][58/553] Time 2.448 Data 0.001 Err 0.4334 top1 13.281 top5 3.906 | Epoch: [56][59/553] Time 2.451 Data 0.001 Err 0.2223 top1 7.812 top5 1.562 | Epoch: [56][60/553] Time 2.485 Data 0.001 Err 0.2866 top1 7.031 top5 3.125 | Epoch: [56][61/553] Time 2.499 Data 0.001 Err 0.2415 top1 7.812 top5 3.125 | Epoch: [56][62/553] Time 2.480 Data 0.001 Err 0.2928 top1 10.156 top5 1.562 | Epoch: [56][63/553] Time 2.489 Data 0.000 Err 0.3027 top1 7.031 top5 2.344 | Epoch: [56][64/553] Time 2.465 Data 0.001 Err 0.2112 top1 5.469 top5 0.781 | Epoch: [56][65/553] Time 2.484 Data 0.001 Err 0.3350 top1 7.031 top5 3.906 | Epoch: [56][66/553] Time 2.473 Data 0.001 Err 0.2204 top1 5.469 top5 0.781 | Epoch: [56][67/553] Time 2.449 Data 0.002 Err 0.3030 top1 8.594 top5 2.344 | Epoch: [56][68/553] Time 2.475 Data 0.001 Err 0.2674 top1 6.250 top5 2.344 | Epoch: [56][69/553] Time 2.476 Data 0.001 Err 0.3157 top1 10.156 top5 2.344 | Epoch: [56][70/553] Time 2.465 Data 0.001 Err 0.3042 top1 8.594 top5 3.125 | Epoch: [56][71/553] Time 2.475 Data 0.000 Err 0.2663 top1 8.594 top5 3.125 | Epoch: [56][72/553] Time 2.503 Data 0.001 Err 0.2960 top1 6.250 top5 3.125 | Epoch: [56][73/553] Time 2.439 Data 0.001 Err 0.3093 top1 7.812 top5 3.125 | Epoch: [56][74/553] Time 2.479 Data 0.001 Err 0.1514 top1 3.125 top5 0.781 | Epoch: [56][75/553] Time 2.441 Data 0.001 Err 0.3757 top1 10.938 top5 4.688 | Epoch: [56][76/553] Time 2.434 Data 0.001 Err 0.1606 top1 3.906 top5 0.781 | Epoch: [56][77/553] Time 2.470 Data 0.001 Err 0.3088 top1 10.156 top5 3.125 | Epoch: [56][78/553] Time 2.467 Data 0.001 Err 0.1654 top1 4.688 top5 0.781 | Epoch: [56][79/553] Time 2.447 Data 0.001 Err 0.2405 top1 7.031 top5 1.562 | Epoch: [56][80/553] Time 2.441 Data 0.001 Err 0.2706 top1 6.250 top5 3.125 | Epoch: [56][81/553] Time 2.486 Data 0.000 Err 0.3730 top1 10.156 top5 2.344 | Epoch: [56][82/553] Time 2.464 Data 0.001 Err 0.3220 top1 7.812 top5 4.688 | Epoch: [56][83/553] Time 2.451 Data 0.001 Err 0.2678 top1 7.031 top5 2.344 | Epoch: [56][84/553] Time 2.472 Data 0.001 Err 0.2954 top1 10.938 top5 2.344 | Epoch: [56][85/553] Time 2.506 Data 0.001 Err 0.2749 top1 7.812 top5 0.781 | Epoch: [56][86/553] Time 2.483 Data 0.001 Err 0.2754 top1 6.250 top5 0.781 | Epoch: [56][87/553] Time 2.446 Data 0.001 Err 0.1911 top1 4.688 top5 2.344 | Epoch: [56][88/553] Time 2.458 Data 0.001 Err 0.3339 top1 10.156 top5 3.125 | Epoch: [56][89/553] Time 2.474 Data 0.001 Err 0.4239 top1 12.500 top5 3.125 | Epoch: [56][90/553] Time 2.442 Data 0.001 Err 0.2643 top1 8.594 top5 0.781 | Epoch: [56][91/553] Time 2.433 Data 0.001 Err 0.2705 top1 6.250 top5 2.344 | Epoch: [56][92/553] Time 2.481 Data 0.001 Err 0.2881 top1 6.250 top5 1.562 | Epoch: [56][93/553] Time 2.484 Data 0.001 Err 0.3769 top1 9.375 top5 3.125 | Epoch: [56][94/553] Time 2.434 Data 0.001 Err 0.2106 top1 7.812 top5 0.781 | Epoch: [56][95/553] Time 2.448 Data 0.001 Err 0.4455 top1 9.375 top5 4.688 | Epoch: [56][96/553] Time 2.477 Data 0.001 Err 0.4145 top1 11.719 top5 4.688 | Epoch: [56][97/553] Time 2.515 Data 0.001 Err 0.3117 top1 8.594 top5 2.344 | Epoch: [56][98/553] Time 2.436 Data 0.001 Err 0.2682 top1 5.469 top5 1.562 | Epoch: [56][99/553] Time 2.445 Data 0.001 Err 0.1778 top1 7.031 top5 0.781 | Epoch: [56][100/553] Time 2.451 Data 0.001 Err 0.1988 top1 6.250 top5 0.781 | Epoch: [56][101/553] Time 2.469 Data 0.001 Err 0.2437 top1 6.250 top5 1.562 | Epoch: [56][102/553] Time 2.475 Data 0.001 Err 0.2728 top1 7.812 top5 1.562 | Epoch: [56][103/553] Time 2.441 Data 0.001 Err 0.2903 top1 9.375 top5 1.562 | Epoch: [56][104/553] Time 2.437 Data 0.001 Err 0.2724 top1 5.469 top5 2.344 | Epoch: [56][105/553] Time 2.457 Data 0.001 Err 0.3176 top1 9.375 top5 2.344 | Epoch: [56][106/553] Time 2.514 Data 0.001 Err 0.2028 top1 7.031 top5 1.562 | Epoch: [56][107/553] Time 2.495 Data 0.001 Err 0.3146 top1 8.594 top5 3.906 | Epoch: [56][108/553] Time 2.477 Data 0.001 Err 0.2330 top1 5.469 top5 1.562 | Epoch: [56][109/553] Time 2.458 Data 0.001 Err 0.4059 top1 10.938 top5 3.906 | Epoch: [56][110/553] Time 2.460 Data 0.001 Err 0.1855 top1 6.250 top5 0.781 | Epoch: [56][111/553] Time 2.438 Data 0.001 Err 0.1911 top1 3.906 top5 0.781 | Epoch: [56][112/553] Time 2.491 Data 0.001 Err 0.2677 top1 6.250 top5 2.344 | Epoch: [56][113/553] Time 2.477 Data 0.001 Err 0.3258 top1 9.375 top5 3.906 | Epoch: [56][114/553] Time 2.451 Data 0.001 Err 0.2863 top1 5.469 top5 3.125 | Epoch: [56][115/553] Time 2.449 Data 0.001 Err 0.3573 top1 9.375 top5 3.906 | Epoch: [56][116/553] Time 2.440 Data 0.004 Err 0.2983 top1 6.250 top5 3.906 | Epoch: [56][117/553] Time 2.455 Data 0.001 Err 0.1437 top1 3.906 top5 0.000 | Epoch: [56][118/553] Time 2.463 Data 0.001 Err 0.2384 top1 7.812 top5 1.562 | Epoch: [56][119/553] Time 2.450 Data 0.001 Err 0.1903 top1 5.469 top5 1.562 | Epoch: [56][120/553] Time 2.432 Data 0.001 Err 0.1909 top1 5.469 top5 0.781 | Epoch: [56][121/553] Time 2.450 Data 0.001 Err 0.1105 top1 2.344 top5 0.000 | Epoch: [56][122/553] Time 2.467 Data 0.001 Err 0.2322 top1 7.031 top5 1.562 | Epoch: [56][123/553] Time 2.442 Data 0.000 Err 0.3400 top1 7.812 top5 3.906 | Epoch: [56][124/553] Time 2.448 Data 0.001 Err 0.1741 top1 5.469 top5 0.781 | Epoch: [56][125/553] Time 2.474 Data 0.001 Err 0.3048 top1 8.594 top5 3.125 | Epoch: [56][126/553] Time 2.484 Data 0.003 Err 0.3211 top1 7.812 top5 2.344 | Epoch: [56][127/553] Time 2.439 Data 0.001 Err 0.2818 top1 7.812 top5 2.344 | Epoch: [56][128/553] Time 2.442 Data 0.001 Err 0.3543 top1 10.156 top5 3.125 | Epoch: [56][129/553] Time 2.478 Data 0.001 Err 0.3026 top1 10.156 top5 2.344 | Epoch: [56][130/553] Time 2.464 Data 0.001 Err 0.2287 top1 4.688 top5 1.562 | Epoch: [56][131/553] Time 2.451 Data 0.001 Err 0.3243 top1 6.250 top5 3.125 | Epoch: [56][132/553] Time 2.445 Data 0.001 Err 0.3014 top1 6.250 top5 2.344 | Epoch: [56][133/553] Time 2.477 Data 0.001 Err 0.3535 top1 10.156 top5 2.344 | Epoch: [56][134/553] Time 2.429 Data 0.001 Err 0.4715 top1 11.719 top5 6.250 | Epoch: [56][135/553] Time 2.441 Data 0.002 Err 0.1804 top1 4.688 top5 0.781 | Epoch: [56][136/553] Time 2.440 Data 0.001 Err 0.3112 top1 7.812 top5 1.562 | Epoch: [56][137/553] Time 2.505 Data 0.001 Err 0.3601 top1 7.031 top5 3.906 | Epoch: [56][138/553] Time 2.454 Data 0.001 Err 0.3170 top1 7.031 top5 4.688 | Epoch: [56][139/553] Time 2.442 Data 0.001 Err 0.3638 top1 10.156 top5 1.562 | Epoch: [56][140/553] Time 2.452 Data 0.001 Err 0.3636 top1 8.594 top5 3.125 | Epoch: [56][141/553] Time 2.507 Data 0.001 Err 0.2606 top1 7.812 top5 0.781 | Epoch: [56][142/553] Time 2.462 Data 0.001 Err 0.3955 top1 9.375 top5 4.688 | Epoch: [56][143/553] Time 2.461 Data 0.001 Err 0.2767 top1 7.031 top5 1.562 | Epoch: [56][144/553] Time 2.453 Data 0.001 Err 0.1847 top1 3.906 top5 0.781 | Epoch: [56][145/553] Time 2.448 Data 0.001 Err 0.2378 top1 3.906 top5 1.562 | Epoch: [56][146/553] Time 2.457 Data 0.001 Err 0.3355 top1 10.156 top5 2.344 | Epoch: [56][147/553] Time 2.449 Data 0.001 Err 0.2344 top1 4.688 top5 2.344 | Epoch: [56][148/553] Time 2.481 Data 0.000 Err 0.3110 top1 10.938 top5 2.344 | Epoch: [56][149/553] Time 2.493 Data 0.001 Err 0.1823 top1 4.688 top5 0.781 | Epoch: [56][150/553] Time 2.438 Data 0.001 Err 0.2974 top1 10.156 top5 0.781 | Epoch: [56][151/553] Time 2.438 Data 0.001 Err 0.2404 top1 4.688 top5 1.562 | Epoch: [56][152/553] Time 2.474 Data 0.001 Err 0.2815 top1 8.594 top5 2.344 | Epoch: [56][153/553] Time 2.479 Data 0.001 Err 0.2797 top1 8.594 top5 0.781 | Epoch: [56][154/553] Time 2.441 Data 0.003 Err 0.2376 top1 7.031 top5 2.344 | Epoch: [56][155/553] Time 2.442 Data 0.001 Err 0.3474 top1 7.812 top5 3.125 | Epoch: [56][156/553] Time 2.483 Data 0.001 Err 0.3579 top1 11.719 top5 2.344 | Epoch: [56][157/553] Time 2.484 Data 0.001 Err 0.3479 top1 7.812 top5 2.344 | Epoch: [56][158/553] Time 2.520 Data 0.001 Err 0.2610 top1 7.812 top5 1.562 | Epoch: [56][159/553] Time 2.446 Data 0.000 Err 0.2710 top1 9.375 top5 1.562 | Epoch: [56][160/553] Time 2.477 Data 0.001 Err 0.4868 top1 15.625 top5 4.688 | Epoch: [56][161/553] Time 2.439 Data 0.001 Err 0.2439 top1 5.469 top5 2.344 | Epoch: [56][162/553] Time 2.442 Data 0.001 Err 0.2292 top1 7.031 top5 1.562 | Epoch: [56][163/553] Time 2.442 Data 0.001 Err 0.3579 top1 9.375 top5 3.906 | Epoch: [56][164/553] Time 2.481 Data 0.001 Err 0.3276 top1 10.938 top5 2.344 | Epoch: [56][165/553] Time 2.512 Data 0.001 Err 0.3282 top1 9.375 top5 2.344 | Epoch: [56][166/553] Time 2.449 Data 0.001 Err 0.2913 top1 7.031 top5 2.344 | Epoch: [56][167/553] Time 2.444 Data 0.000 Err 0.3584 top1 10.156 top5 3.125 | Epoch: [56][168/553] Time 2.437 Data 0.001 Err 0.3400 top1 9.375 top5 2.344 | Epoch: [56][169/553] Time 2.460 Data 0.001 Err 0.3419 top1 7.812 top5 2.344 | Epoch: [56][170/553] Time 2.481 Data 0.001 Err 0.3378 top1 10.938 top5 2.344 | Epoch: [56][171/553] Time 2.449 Data 0.001 Err 0.2477 top1 6.250 top5 0.781 | Epoch: [56][172/553] Time 2.475 Data 0.001 Err 0.4460 top1 10.938 top5 4.688 | Epoch: [56][173/553] Time 2.435 Data 0.004 Err 0.3283 top1 7.031 top5 3.125 | Epoch: [56][174/553] Time 2.438 Data 0.000 Err 0.2146 top1 4.688 top5 0.781 | Epoch: [56][175/553] Time 2.484 Data 0.001 Err 0.2325 top1 4.688 top5 0.781 | Epoch: [56][176/553] Time 2.477 Data 0.001 Err 0.4453 top1 12.500 top5 3.125 | Epoch: [56][177/553] Time 2.481 Data 0.001 Err 0.1378 top1 4.688 top5 0.000 | Epoch: [56][178/553] Time 2.479 Data 0.001 Err 0.3029 top1 7.031 top5 3.906 | Epoch: [56][179/553] Time 2.441 Data 0.001 Err 0.2983 top1 9.375 top5 3.125 | Epoch: [56][180/553] Time 2.478 Data 0.001 Err 0.3720 top1 11.719 top5 4.688 | Epoch: [56][181/553] Time 2.474 Data 0.001 Err 0.2303 top1 6.250 top5 2.344 | Epoch: [56][182/553] Time 2.445 Data 0.001 Err 0.3198 top1 7.031 top5 2.344 | Epoch: [56][183/553] Time 2.458 Data 0.001 Err 0.2063 top1 4.688 top5 0.781 | Epoch: [56][184/553] Time 2.441 Data 0.001 Err 0.3155 top1 7.031 top5 3.125 | Epoch: [56][185/553] Time 2.455 Data 0.001 Err 0.3958 top1 9.375 top5 3.906 | Epoch: [56][186/553] Time 2.448 Data 0.001 Err 0.2444 top1 6.250 top5 0.781 | Epoch: [56][187/553] Time 2.462 Data 0.000 Err 0.2585 top1 7.812 top5 1.562 | Epoch: [56][188/553] Time 2.448 Data 0.001 Err 0.2374 top1 6.250 top5 1.562 | Epoch: [56][189/553] Time 2.485 Data 0.001 Err 0.3165 top1 8.594 top5 3.125 | Epoch: [56][190/553] Time 2.472 Data 0.001 Err 0.3774 top1 10.938 top5 3.125 | Epoch: [56][191/553] Time 2.440 Data 0.001 Err 0.2446 top1 7.812 top5 1.562 | Epoch: [56][192/553] Time 2.472 Data 0.003 Err 0.4136 top1 11.719 top5 3.125 | Epoch: [56][193/553] Time 2.476 Data 0.001 Err 0.2943 top1 8.594 top5 3.125 | Epoch: [56][194/553] Time 2.451 Data 0.001 Err 0.3256 top1 7.812 top5 2.344 | Epoch: [56][195/553] Time 2.434 Data 0.001 Err 0.2124 top1 5.469 top5 1.562 | Epoch: [56][196/553] Time 2.450 Data 0.001 Err 0.2665 top1 9.375 top5 1.562 | Epoch: [56][197/553] Time 2.474 Data 0.001 Err 0.2729 top1 8.594 top5 1.562 | Epoch: [56][198/553] Time 2.471 Data 0.001 Err 0.2330 top1 4.688 top5 1.562 | Epoch: [56][199/553] Time 2.446 Data 0.000 Err 0.3603 top1 8.594 top5 3.125 | Epoch: [56][200/553] Time 2.500 Data 0.001 Err 0.4396 top1 9.375 top5 4.688 | Epoch: [56][201/553] Time 2.481 Data 0.001 Err 0.2811 top1 7.031 top5 1.562 | Epoch: [56][202/553] Time 2.453 Data 0.001 Err 0.2407 top1 7.812 top5 1.562 | Epoch: [56][203/553] Time 2.442 Data 0.000 Err 0.2418 top1 5.469 top5 1.562 | Epoch: [56][204/553] Time 2.442 Data 0.001 Err 0.2899 top1 7.031 top5 2.344 | Epoch: [56][205/553] Time 2.480 Data 0.001 Err 0.2028 top1 6.250 top5 0.781 | Epoch: [56][206/553] Time 2.481 Data 0.001 Err 0.2908 top1 5.469 top5 2.344 | Epoch: [56][207/553] Time 2.445 Data 0.001 Err 0.2692 top1 8.594 top5 0.781 | Epoch: [56][208/553] Time 2.456 Data 0.001 Err 0.2892 top1 10.156 top5 1.562 | Epoch: [56][209/553] Time 2.453 Data 0.001 Err 0.4301 top1 10.938 top5 3.906 | Epoch: [56][210/553] Time 2.452 Data 0.001 Err 0.2785 top1 7.812 top5 2.344 | Epoch: [56][211/553] Time 2.435 Data 0.002 Err 0.3351 top1 10.156 top5 0.781 | Epoch: [56][212/553] Time 2.455 Data 0.001 Err 0.2178 top1 4.688 top5 1.562 | Epoch: [56][213/553] Time 2.464 Data 0.001 Err 0.4270 top1 10.938 top5 3.906 | Epoch: [56][214/553] Time 2.439 Data 0.000 Err 0.2183 top1 7.031 top5 1.562 | Epoch: [56][215/553] Time 2.483 Data 0.001 Err 0.1514 top1 3.906 top5 0.000 | Epoch: [56][216/553] Time 2.478 Data 0.000 Err 0.3040 top1 9.375 top5 1.562 | Epoch: [56][217/553] Time 2.433 Data 0.001 Err 0.2401 top1 7.031 top5 1.562 | Epoch: [56][218/553] Time 2.445 Data 0.001 Err 0.1844 top1 7.031 top5 0.781 | Epoch: [56][219/553] Time 2.445 Data 0.001 Err 0.1621 top1 2.344 top5 1.562 | Epoch: [56][220/553] Time 2.433 Data 0.001 Err 0.2204 top1 7.031 top5 1.562 | Epoch: [56][221/553] Time 2.481 Data 0.001 Err 0.3882 top1 8.594 top5 2.344 | Epoch: [56][222/553] Time 2.446 Data 0.001 Err 0.3279 top1 10.156 top5 2.344 | Epoch: [56][223/553] Time 2.446 Data 0.001 Err 0.2532 top1 5.469 top5 2.344 | Epoch: [56][224/553] Time 2.469 Data 0.001 Err 0.2736 top1 6.250 top5 2.344 | Epoch: [56][225/553] Time 2.450 Data 0.001 Err 0.2630 top1 7.812 top5 1.562 | Epoch: [56][226/553] Time 2.483 Data 0.001 Err 0.2888 top1 7.812 top5 3.125 | Epoch: [56][227/553] Time 2.443 Data 0.001 Err 0.2352 top1 7.031 top5 2.344 | Epoch: [56][228/553] Time 2.459 Data 0.001 Err 0.2449 top1 5.469 top5 2.344 | Epoch: [56][229/553] Time 2.501 Data 0.001 Err 0.3548 top1 11.719 top5 2.344 | Epoch: [56][230/553] Time 2.439 Data 0.004 Err 0.3877 top1 10.938 top5 5.469 | Epoch: [56][231/553] Time 2.442 Data 0.001 Err 0.2069 top1 6.250 top5 0.781 | Epoch: [56][232/553] Time 2.483 Data 0.001 Err 0.2362 top1 5.469 top5 2.344 | Epoch: [56][233/553] Time 2.487 Data 0.000 Err 0.3038 top1 10.156 top5 1.562 | Epoch: [56][234/553] Time 2.442 Data 0.001 Err 0.2871 top1 8.594 top5 1.562 | Epoch: [56][235/553] Time 2.471 Data 0.001 Err 0.1474 top1 5.469 top5 0.000 | Epoch: [56][236/553] Time 2.438 Data 0.001 Err 0.2514 top1 5.469 top5 1.562 | Epoch: [56][237/553] Time 2.436 Data 0.001 Err 0.3170 top1 7.031 top5 3.125 | Epoch: [56][238/553] Time 2.447 Data 0.001 Err 0.2599 top1 7.812 top5 0.781 | Epoch: [56][239/553] Time 2.463 Data 0.001 Err 0.2638 top1 6.250 top5 2.344 | Epoch: [56][240/553] Time 2.462 Data 0.001 Err 0.2317 top1 7.031 top5 0.781 | Epoch: [56][241/553] Time 2.479 Data 0.001 Err 0.2405 top1 5.469 top5 2.344 | Epoch: [56][242/553] Time 2.509 Data 0.001 Err 0.2411 top1 4.688 top5 2.344 | Epoch: [56][243/553] Time 2.455 Data 0.001 Err 0.2209 top1 5.469 top5 2.344 | Epoch: [56][244/553] Time 2.434 Data 0.001 Err 0.2962 top1 10.156 top5 0.000 | Epoch: [56][245/553] Time 2.445 Data 0.001 Err 0.2927 top1 7.031 top5 3.125 | Epoch: [56][246/553] Time 2.437 Data 0.001 Err 0.2756 top1 6.250 top5 3.125 | Epoch: [56][247/553] Time 2.445 Data 0.001 Err 0.2171 top1 3.906 top5 1.562 | Epoch: [56][248/553] Time 2.443 Data 0.001 Err 0.3172 top1 6.250 top5 2.344 | Epoch: [56][249/553] Time 2.448 Data 0.004 Err 0.2474 top1 4.688 top5 2.344 | Epoch: [56][250/553] Time 2.450 Data 0.000 Err 0.2058 top1 6.250 top5 0.781 | Epoch: [56][251/553] Time 2.446 Data 0.001 Err 0.4309 top1 9.375 top5 3.906 | Epoch: [56][252/553] Time 2.452 Data 0.001 Err 0.2362 top1 7.031 top5 0.781 | Epoch: [56][253/553] Time 2.480 Data 0.001 Err 0.3136 top1 10.156 top5 0.781 | Epoch: [56][254/553] Time 2.449 Data 0.001 Err 0.1669 top1 4.688 top5 0.781 | Epoch: [56][255/553] Time 2.436 Data 0.001 Err 0.2392 top1 5.469 top5 1.562 | Epoch: [56][256/553] Time 2.451 Data 0.000 Err 0.2320 top1 5.469 top5 1.562 | Epoch: [56][257/553] Time 2.456 Data 0.001 Err 0.2657 top1 7.031 top5 3.125 | Epoch: [56][258/553] Time 2.498 Data 0.001 Err 0.2032 top1 6.250 top5 1.562 | Epoch: [56][259/553] Time 2.437 Data 0.001 Err 0.1859 top1 3.906 top5 1.562 | Epoch: [56][260/553] Time 2.439 Data 0.000 Err 0.2745 top1 7.031 top5 2.344 | Epoch: [56][261/553] Time 2.452 Data 0.001 Err 0.3283 top1 7.812 top5 2.344 | Epoch: [56][262/553] Time 2.473 Data 0.001 Err 0.2761 top1 7.031 top5 1.562 | Epoch: [56][263/553] Time 2.470 Data 0.001 Err 0.4523 top1 10.156 top5 3.906 | Epoch: [56][264/553] Time 2.526 Data 0.001 Err 0.2445 top1 5.469 top5 3.125 | Epoch: [56][265/553] Time 2.473 Data 0.001 Err 0.3638 top1 11.719 top5 3.125 | Epoch: [56][266/553] Time 2.441 Data 0.001 Err 0.4037 top1 10.938 top5 3.906 | Epoch: [56][267/553] Time 2.434 Data 0.001 Err 0.3634 top1 11.719 top5 1.562 | Epoch: [56][268/553] Time 2.443 Data 0.004 Err 0.3400 top1 8.594 top5 3.906 | Epoch: [56][269/553] Time 2.443 Data 0.001 Err 0.3509 top1 8.594 top5 2.344 | Epoch: [56][270/553] Time 2.438 Data 0.001 Err 0.2777 top1 7.812 top5 1.562 | Epoch: [56][271/553] Time 2.440 Data 0.001 Err 0.4108 top1 10.156 top5 3.906 | Epoch: [56][272/553] Time 2.466 Data 0.001 Err 0.2065 top1 4.688 top5 1.562 | Epoch: [56][273/553] Time 2.466 Data 0.001 Err 0.2468 top1 6.250 top5 0.781 | Epoch: [56][274/553] Time 2.459 Data 0.001 Err 0.3233 top1 8.594 top5 1.562 | Epoch: [56][275/553] Time 2.443 Data 0.001 Err 0.2068 top1 4.688 top5 1.562 | Epoch: [56][276/553] Time 2.445 Data 0.001 Err 0.1901 top1 3.125 top5 0.781 | Epoch: [56][277/553] Time 2.454 Data 0.001 Err 0.3675 top1 7.812 top5 3.125 | Epoch: [56][278/553] Time 2.457 Data 0.001 Err 0.2701 top1 7.812 top5 0.781 | Epoch: [56][279/553] Time 2.445 Data 0.001 Err 0.2424 top1 5.469 top5 3.125 | Epoch: [56][280/553] Time 2.468 Data 0.001 Err 0.3719 top1 9.375 top5 2.344 | Epoch: [56][281/553] Time 2.479 Data 0.001 Err 0.2575 top1 7.812 top5 0.781 | Epoch: [56][282/553] Time 2.451 Data 0.000 Err 0.2985 top1 8.594 top5 1.562 | Epoch: [56][283/553] Time 2.454 Data 0.001 Err 0.3983 top1 10.156 top5 1.562 | Epoch: [56][284/553] Time 2.440 Data 0.001 Err 0.2454 top1 7.031 top5 1.562 | Epoch: [56][285/553] Time 2.521 Data 0.001 Err 0.2487 top1 5.469 top5 2.344 | Epoch: [56][286/553] Time 2.465 Data 0.001 Err 0.3698 top1 10.156 top5 3.125 | Epoch: [56][287/553] Time 2.434 Data 0.003 Err 0.4066 top1 9.375 top5 5.469 | Epoch: [56][288/553] Time 2.472 Data 0.001 Err 0.2217 top1 6.250 top5 2.344 | Epoch: [56][289/553] Time 2.478 Data 0.001 Err 0.4890 top1 10.938 top5 5.469 | Epoch: [56][290/553] Time 2.450 Data 0.001 Err 0.3168 top1 7.031 top5 2.344 | Epoch: [56][291/553] Time 2.438 Data 0.000 Err 0.3117 top1 7.031 top5 2.344 | Epoch: [56][292/553] Time 2.435 Data 0.001 Err 0.2271 top1 5.469 top5 1.562 | Epoch: [56][293/553] Time 2.460 Data 0.001 Err 0.2172 top1 7.031 top5 1.562 | Epoch: [56][294/553] Time 2.469 Data 0.001 Err 0.2423 top1 7.031 top5 0.781 | Epoch: [56][295/553] Time 2.450 Data 0.001 Err 0.2381 top1 6.250 top5 0.781 | Epoch: [56][296/553] Time 2.472 Data 0.001 Err 0.3393 top1 9.375 top5 4.688 | Epoch: [56][297/553] Time 2.460 Data 0.001 Err 0.3088 top1 7.031 top5 3.906 | Epoch: [56][298/553] Time 2.530 Data 0.001 Err 0.2915 top1 7.031 top5 3.906 | Epoch: [56][299/553] Time 2.496 Data 0.001 Err 0.4361 top1 11.719 top5 4.688 | Epoch: [56][300/553] Time 2.515 Data 0.000 Err 0.3398 top1 8.594 top5 2.344 | Epoch: [56][301/553] Time 2.481 Data 0.001 Err 0.3187 top1 10.156 top5 3.125 | Epoch: [56][302/553] Time 2.446 Data 0.001 Err 0.2411 top1 8.594 top5 0.781 | Epoch: [56][303/553] Time 2.437 Data 0.001 Err 0.1823 top1 4.688 top5 1.562 | Epoch: [56][304/553] Time 2.468 Data 0.001 Err 0.2815 top1 8.594 top5 2.344 | Epoch: [56][305/553] Time 2.480 Data 0.001 Err 0.1882 top1 7.031 top5 0.000 | Epoch: [56][306/553] Time 2.435 Data 0.001 Err 0.3218 top1 7.812 top5 3.125 | Epoch: [56][307/553] Time 2.464 Data 0.000 Err 0.2912 top1 7.031 top5 1.562 | Epoch: [56][308/553] Time 2.453 Data 0.001 Err 0.1904 top1 5.469 top5 0.781 | Epoch: [56][309/553] Time 2.451 Data 0.001 Err 0.3295 top1 7.031 top5 2.344 | Epoch: [56][310/553] Time 2.459 Data 0.001 Err 0.2395 top1 5.469 top5 2.344 | Epoch: [56][311/553] Time 2.480 Data 0.001 Err 0.1949 top1 3.906 top5 1.562 | Epoch: [56][312/553] Time 2.481 Data 0.001 Err 0.4620 top1 11.719 top5 3.906 | Epoch: [56][313/553] Time 2.434 Data 0.001 Err 0.2391 top1 7.031 top5 0.781 | Epoch: [56][314/553] Time 2.530 Data 0.001 Err 0.3227 top1 7.031 top5 3.906 | Epoch: [56][315/553] Time 2.431 Data 0.001 Err 0.3262 top1 9.375 top5 3.125 | Epoch: [56][316/553] Time 2.445 Data 0.001 Err 0.4196 top1 12.500 top5 1.562 | Epoch: [56][317/553] Time 2.438 Data 0.001 Err 0.2348 top1 3.906 top5 1.562 | Epoch: [56][318/553] Time 2.478 Data 0.000 Err 0.3152 top1 8.594 top5 3.906 | Epoch: [56][319/553] Time 2.467 Data 0.001 Err 0.3087 top1 7.031 top5 1.562 | Epoch: [56][320/553] Time 2.479 Data 0.001 Err 0.3240 top1 11.719 top5 1.562 | Epoch: [56][321/553] Time 2.488 Data 0.001 Err 0.2648 top1 6.250 top5 2.344 | Epoch: [56][322/553] Time 2.467 Data 0.001 Err 0.2203 top1 7.812 top5 0.781 | Epoch: [56][323/553] Time 2.444 Data 0.001 Err 0.2176 top1 3.125 top5 1.562 | Epoch: [56][324/553] Time 2.495 Data 0.001 Err 0.2363 top1 4.688 top5 1.562 | Epoch: [56][325/553] Time 2.529 Data 0.005 Err 0.2971 top1 7.031 top5 1.562 | Epoch: [56][326/553] Time 2.451 Data 0.001 Err 0.4732 top1 10.938 top5 6.250 | Epoch: [56][327/553] Time 2.438 Data 0.001 Err 0.3758 top1 10.156 top5 2.344 | Epoch: [56][328/553] Time 2.474 Data 0.001 Err 0.3587 top1 8.594 top5 3.125 | Epoch: [56][329/553] Time 2.446 Data 0.001 Err 0.3102 top1 9.375 top5 1.562 | Epoch: [56][330/553] Time 2.483 Data 0.001 Err 0.2818 top1 6.250 top5 3.125 | Epoch: [56][331/553] Time 2.444 Data 0.001 Err 0.2852 top1 7.812 top5 3.125 | Epoch: [56][332/553] Time 2.439 Data 0.001 Err 0.2853 top1 7.812 top5 1.562 | Epoch: [56][333/553] Time 2.506 Data 0.001 Err 0.1961 top1 5.469 top5 0.781 | Epoch: [56][334/553] Time 2.507 Data 0.001 Err 0.1855 top1 6.250 top5 0.000 | Epoch: [56][335/553] Time 2.478 Data 0.001 Err 0.3484 top1 10.156 top5 3.125 | Epoch: [56][336/553] Time 2.466 Data 0.001 Err 0.3487 top1 9.375 top5 3.125 | Epoch: [56][337/553] Time 2.439 Data 0.001 Err 0.2598 top1 6.250 top5 2.344 | Epoch: [56][338/553] Time 2.479 Data 0.001 Err 0.2737 top1 7.031 top5 2.344 | Epoch: [56][339/553] Time 2.491 Data 0.001 Err 0.2782 top1 7.031 top5 0.781 | Epoch: [56][340/553] Time 2.452 Data 0.001 Err 0.4338 top1 11.719 top5 3.906 | Epoch: [56][341/553] Time 2.439 Data 0.001 Err 0.3375 top1 8.594 top5 3.125 | Epoch: [56][342/553] Time 2.437 Data 0.001 Err 0.3086 top1 7.031 top5 3.125 | Epoch: [56][343/553] Time 2.435 Data 0.001 Err 0.1687 top1 5.469 top5 1.562 | Epoch: [56][344/553] Time 2.436 Data 0.003 Err 0.1635 top1 3.906 top5 0.781 | Epoch: [56][345/553] Time 2.518 Data 0.001 Err 0.2209 top1 7.031 top5 2.344 | Epoch: [56][346/553] Time 2.462 Data 0.001 Err 0.1437 top1 2.344 top5 0.781 | Epoch: [56][347/553] Time 2.508 Data 0.001 Err 0.3019 top1 9.375 top5 2.344 | Epoch: [56][348/553] Time 2.446 Data 0.001 Err 0.2834 top1 9.375 top5 1.562 | Epoch: [56][349/553] Time 2.489 Data 0.001 Err 0.2898 top1 7.812 top5 3.125 | Epoch: [56][350/553] Time 2.453 Data 0.001 Err 0.2579 top1 5.469 top5 2.344 | Epoch: [56][351/553] Time 2.464 Data 0.001 Err 0.2767 top1 7.812 top5 1.562 | Epoch: [56][352/553] Time 2.446 Data 0.001 Err 0.2484 top1 6.250 top5 0.781 | Epoch: [56][353/553] Time 2.474 Data 0.001 Err 0.3331 top1 6.250 top5 3.125 | Epoch: [56][354/553] Time 2.451 Data 0.001 Err 0.2901 top1 10.156 top5 3.125 | Epoch: [56][355/553] Time 2.437 Data 0.001 Err 0.3228 top1 7.812 top5 0.781 | Epoch: [56][356/553] Time 2.486 Data 0.001 Err 0.2469 top1 9.375 top5 0.781 | Epoch: [56][357/553] Time 2.454 Data 0.001 Err 0.2182 top1 7.031 top5 0.781 | Epoch: [56][358/553] Time 2.483 Data 0.001 Err 0.1234 top1 3.125 top5 0.000 | Epoch: [56][359/553] Time 2.451 Data 0.001 Err 0.3379 top1 9.375 top5 1.562 | Epoch: [56][360/553] Time 2.457 Data 0.001 Err 0.3284 top1 9.375 top5 3.125 | Epoch: [56][361/553] Time 2.491 Data 0.001 Err 0.2849 top1 9.375 top5 3.125 | Epoch: [56][362/553] Time 2.446 Data 0.001 Err 0.3132 top1 11.719 top5 0.781 | Epoch: [56][363/553] Time 2.510 Data 0.004 Err 0.3241 top1 7.031 top5 3.125 | Epoch: [56][364/553] Time 2.440 Data 0.001 Err 0.2573 top1 7.031 top5 2.344 | Epoch: [56][365/553] Time 2.463 Data 0.001 Err 0.2464 top1 8.594 top5 1.562 | Epoch: [56][366/553] Time 2.481 Data 0.000 Err 0.2623 top1 5.469 top5 1.562 | Epoch: [56][367/553] Time 2.473 Data 0.001 Err 0.3180 top1 8.594 top5 2.344 | Epoch: [56][368/553] Time 2.493 Data 0.001 Err 0.3771 top1 10.156 top5 2.344 | Epoch: [56][369/553] Time 2.476 Data 0.001 Err 0.2487 top1 6.250 top5 2.344 | Epoch: [56][370/553] Time 2.436 Data 0.001 Err 0.3180 top1 10.938 top5 3.125 | Epoch: [56][371/553] Time 2.454 Data 0.001 Err 0.5279 top1 13.281 top5 5.469 | Epoch: [56][372/553] Time 2.481 Data 0.001 Err 0.2947 top1 5.469 top5 2.344 | Epoch: [56][373/553] Time 2.442 Data 0.001 Err 0.3504 top1 10.156 top5 3.125 | Epoch: [56][374/553] Time 2.442 Data 0.001 Err 0.1769 top1 3.906 top5 0.781 | Epoch: [56][375/553] Time 2.453 Data 0.001 Err 0.2368 top1 5.469 top5 1.562 | Epoch: [56][376/553] Time 2.520 Data 0.001 Err 0.1877 top1 5.469 top5 0.781 | Epoch: [56][377/553] Time 2.437 Data 0.001 Err 0.2731 top1 8.594 top5 1.562 | Epoch: [56][378/553] Time 2.490 Data 0.001 Err 0.2606 top1 7.812 top5 1.562 | Epoch: [56][379/553] Time 2.525 Data 0.001 Err 0.3131 top1 7.812 top5 2.344 | Epoch: [56][380/553] Time 2.478 Data 0.001 Err 0.3351 top1 9.375 top5 3.125 | Epoch: [56][381/553] Time 2.444 Data 0.001 Err 0.2897 top1 10.156 top5 1.562 | Epoch: [56][382/553] Time 2.440 Data 0.001 Err 0.3120 top1 10.156 top5 3.125 | Epoch: [56][383/553] Time 2.467 Data 0.001 Err 0.3182 top1 7.812 top5 3.125 | Epoch: [56][384/553] Time 2.449 Data 0.001 Err 0.2186 top1 5.469 top5 0.781 | Epoch: [56][385/553] Time 2.479 Data 0.001 Err 0.2961 top1 7.812 top5 2.344 | Epoch: [56][386/553] Time 2.447 Data 0.001 Err 0.2922 top1 6.250 top5 1.562 | Epoch: [56][387/553] Time 2.444 Data 0.001 Err 0.2320 top1 4.688 top5 2.344 | Epoch: [56][388/553] Time 2.479 Data 0.001 Err 0.2612 top1 3.125 top5 3.125 | Epoch: [56][389/553] Time 2.461 Data 0.001 Err 0.3328 top1 8.594 top5 2.344 | Epoch: [56][390/553] Time 2.437 Data 0.001 Err 0.3157 top1 7.812 top5 3.125 | Epoch: [56][391/553] Time 2.442 Data 0.001 Err 0.2467 top1 6.250 top5 1.562 | Epoch: [56][392/553] Time 2.455 Data 0.001 Err 0.1863 top1 3.906 top5 1.562 | Epoch: [56][393/553] Time 2.436 Data 0.001 Err 0.2698 top1 7.031 top5 2.344 | Epoch: [56][394/553] Time 2.488 Data 0.001 Err 0.2474 top1 7.812 top5 1.562 | Epoch: [56][395/553] Time 2.499 Data 0.001 Err 0.3830 top1 10.938 top5 0.781 | Epoch: [56][396/553] Time 2.447 Data 0.001 Err 0.2729 top1 7.031 top5 2.344 | Epoch: [56][397/553] Time 2.470 Data 0.001 Err 0.3353 top1 7.031 top5 1.562 | Epoch: [56][398/553] Time 2.441 Data 0.001 Err 0.2953 top1 7.031 top5 3.125 | Epoch: [56][399/553] Time 2.452 Data 0.001 Err 0.2523 top1 8.594 top5 1.562 | Epoch: [56][400/553] Time 2.434 Data 0.001 Err 0.1839 top1 5.469 top5 0.781 | Epoch: [56][401/553] Time 2.437 Data 0.003 Err 0.2119 top1 7.812 top5 0.781 | Epoch: [56][402/553] Time 2.483 Data 0.001 Err 0.2949 top1 7.812 top5 3.125 | Epoch: [56][403/553] Time 2.436 Data 0.001 Err 0.2982 top1 7.031 top5 3.125 | Epoch: [56][404/553] Time 2.463 Data 0.001 Err 0.3676 top1 9.375 top5 3.125 | Epoch: [56][405/553] Time 2.489 Data 0.001 Err 0.3264 top1 10.156 top5 2.344 | Epoch: [56][406/553] Time 2.439 Data 0.001 Err 0.2978 top1 6.250 top5 2.344 | Epoch: [56][407/553] Time 2.486 Data 0.001 Err 0.2595 top1 7.031 top5 1.562 | Epoch: [56][408/553] Time 2.441 Data 0.001 Err 0.2428 top1 7.031 top5 2.344 | Epoch: [56][409/553] Time 2.478 Data 0.001 Err 0.2190 top1 5.469 top5 2.344 | Epoch: [56][410/553] Time 2.444 Data 0.001 Err 0.2358 top1 8.594 top5 0.781 | Epoch: [56][411/553] Time 2.453 Data 0.001 Err 0.3666 top1 8.594 top5 3.125 | Epoch: [56][412/553] Time 2.483 Data 0.001 Err 0.2899 top1 6.250 top5 1.562 | Epoch: [56][413/553] Time 2.449 Data 0.001 Err 0.2200 top1 6.250 top5 0.781 | Epoch: [56][414/553] Time 2.455 Data 0.000 Err 0.4186 top1 10.156 top5 2.344 | Epoch: [56][415/553] Time 2.459 Data 0.001 Err 0.3035 top1 9.375 top5 2.344 | Epoch: [56][416/553] Time 2.490 Data 0.001 Err 0.2078 top1 6.250 top5 2.344 | Epoch: [56][417/553] Time 2.447 Data 0.001 Err 0.3036 top1 8.594 top5 0.781 | Epoch: [56][418/553] Time 2.450 Data 0.001 Err 0.1760 top1 5.469 top5 0.781 | Epoch: [56][419/553] Time 2.453 Data 0.001 Err 0.3892 top1 11.719 top5 3.125 | Epoch: [56][420/553] Time 2.438 Data 0.005 Err 0.1545 top1 3.906 top5 0.781 | Epoch: [56][421/553] Time 2.473 Data 0.000 Err 0.2141 top1 7.031 top5 0.000 | Epoch: [56][422/553] Time 2.443 Data 0.001 Err 0.3183 top1 8.594 top5 2.344 | Epoch: [56][423/553] Time 2.448 Data 0.001 Err 0.2273 top1 6.250 top5 2.344 | Epoch: [56][424/553] Time 2.444 Data 0.001 Err 0.4419 top1 11.719 top5 5.469 | Epoch: [56][425/553] Time 2.444 Data 0.001 Err 0.1309 top1 3.906 top5 0.781 | Epoch: [56][426/553] Time 2.446 Data 0.001 Err 0.2987 top1 10.156 top5 1.562 | Epoch: [56][427/553] Time 2.445 Data 0.001 Err 0.1730 top1 5.469 top5 0.000 | Epoch: [56][428/553] Time 2.476 Data 0.001 Err 0.3763 top1 9.375 top5 3.906 | Epoch: [56][429/553] Time 2.451 Data 0.001 Err 0.2025 top1 5.469 top5 0.000 | Epoch: [56][430/553] Time 2.460 Data 0.001 Err 0.2708 top1 6.250 top5 2.344 | Epoch: [56][431/553] Time 2.456 Data 0.010 Err 0.3888 top1 10.156 top5 3.125 | Epoch: [56][432/553] Time 2.444 Data 0.001 Err 0.4093 top1 9.375 top5 4.688 | Epoch: [56][433/553] Time 2.478 Data 0.001 Err 0.3611 top1 8.594 top5 2.344 | Epoch: [56][434/553] Time 2.443 Data 0.001 Err 0.2266 top1 5.469 top5 1.562 | Epoch: [56][435/553] Time 2.454 Data 0.001 Err 0.2647 top1 7.812 top5 2.344 | Epoch: [56][436/553] Time 2.488 Data 0.001 Err 0.3325 top1 10.156 top5 1.562 | Epoch: [56][437/553] Time 2.439 Data 0.001 Err 0.2923 top1 7.812 top5 2.344 | Epoch: [56][438/553] Time 2.447 Data 0.001 Err 0.2249 top1 3.906 top5 0.781 | Epoch: [56][439/553] Time 2.477 Data 0.002 Err 0.3167 top1 7.031 top5 2.344 | Epoch: [56][440/553] Time 2.461 Data 0.001 Err 0.2186 top1 5.469 top5 1.562 | Epoch: [56][441/553] Time 2.436 Data 0.001 Err 0.2004 top1 3.906 top5 0.781 | Epoch: [56][442/553] Time 2.478 Data 0.000 Err 0.3331 top1 10.156 top5 3.125 | Epoch: [56][443/553] Time 2.457 Data 0.001 Err 0.1751 top1 6.250 top5 0.000 | Epoch: [56][444/553] Time 2.471 Data 0.001 Err 0.2666 top1 6.250 top5 2.344 | Epoch: [56][445/553] Time 2.461 Data 0.001 Err 0.2543 top1 7.812 top5 0.781 | Epoch: [56][446/553] Time 2.436 Data 0.000 Err 0.2510 top1 5.469 top5 3.125 | Epoch: [56][447/553] Time 2.455 Data 0.001 Err 0.2510 top1 6.250 top5 2.344 | Epoch: [56][448/553] Time 2.475 Data 0.001 Err 0.2891 top1 7.812 top5 2.344 | Epoch: [56][449/553] Time 2.485 Data 0.001 Err 0.2828 top1 7.031 top5 2.344 | Epoch: [56][450/553] Time 2.496 Data 0.001 Err 0.1890 top1 4.688 top5 2.344 | Epoch: [56][451/553] Time 2.467 Data 0.001 Err 0.2858 top1 8.594 top5 0.000 | Epoch: [56][452/553] Time 2.478 Data 0.001 Err 0.4415 top1 10.156 top5 3.906 | Epoch: [56][453/553] Time 2.473 Data 0.001 Err 0.3310 top1 7.812 top5 3.906 | Epoch: [56][454/553] Time 2.454 Data 0.001 Err 0.1180 top1 1.562 top5 0.781 | Epoch: [56][455/553] Time 2.442 Data 0.001 Err 0.2208 top1 6.250 top5 2.344 | Epoch: [56][456/553] Time 2.523 Data 0.001 Err 0.2484 top1 6.250 top5 2.344 | Epoch: [56][457/553] Time 2.508 Data 0.001 Err 0.1156 top1 2.344 top5 0.781 | Epoch: [56][458/553] Time 2.460 Data 0.001 Err 0.1501 top1 3.125 top5 0.781 | Epoch: [56][459/553] Time 2.471 Data 0.001 Err 0.2473 top1 4.688 top5 2.344 | Epoch: [56][460/553] Time 2.437 Data 0.001 Err 0.2614 top1 5.469 top5 1.562 | Epoch: [56][461/553] Time 2.453 Data 0.001 Err 0.2024 top1 7.031 top5 1.562 | Epoch: [56][462/553] Time 2.436 Data 0.001 Err 0.3193 top1 9.375 top5 3.125 | Epoch: [56][463/553] Time 2.440 Data 0.000 Err 0.2204 top1 6.250 top5 0.781 | Epoch: [56][464/553] Time 2.445 Data 0.001 Err 0.1949 top1 4.688 top5 0.000 | Epoch: [56][465/553] Time 2.445 Data 0.001 Err 0.4038 top1 10.938 top5 3.125 | Epoch: [56][466/553] Time 2.472 Data 0.001 Err 0.2505 top1 5.469 top5 1.562 | Epoch: [56][467/553] Time 2.442 Data 0.001 Err 0.4180 top1 9.375 top5 2.344 | Epoch: [56][468/553] Time 2.490 Data 0.001 Err 0.3316 top1 6.250 top5 3.125 | Epoch: [56][469/553] Time 2.454 Data 0.001 Err 0.2462 top1 4.688 top5 2.344 | Epoch: [56][470/553] Time 2.451 Data 0.000 Err 0.2386 top1 7.812 top5 0.781 | Epoch: [56][471/553] Time 2.452 Data 0.001 Err 0.2943 top1 8.594 top5 1.562 | Epoch: [56][472/553] Time 2.470 Data 0.000 Err 0.2150 top1 5.469 top5 0.781 | Epoch: [56][473/553] Time 2.483 Data 0.001 Err 0.2464 top1 7.812 top5 0.781 | Epoch: [56][474/553] Time 2.442 Data 0.001 Err 0.2988 top1 10.156 top5 2.344 | Epoch: [56][475/553] Time 2.440 Data 0.001 Err 0.2641 top1 6.250 top5 3.125 | Epoch: [56][476/553] Time 2.477 Data 0.001 Err 0.2021 top1 7.031 top5 0.781 | Epoch: [56][477/553] Time 2.477 Data 0.002 Err 0.3308 top1 9.375 top5 2.344 | Epoch: [56][478/553] Time 2.483 Data 0.000 Err 0.2247 top1 4.688 top5 1.562 | Epoch: [56][479/553] Time 2.455 Data 0.000 Err 0.2586 top1 4.688 top5 1.562 | Epoch: [56][480/553] Time 2.449 Data 0.000 Err 0.1827 top1 6.250 top5 0.781 | Epoch: [56][481/553] Time 2.433 Data 0.001 Err 0.2938 top1 6.250 top5 2.344 | Epoch: [56][482/553] Time 2.469 Data 0.001 Err 0.3102 top1 8.594 top5 3.125 | Epoch: [56][483/553] Time 2.441 Data 0.000 Err 0.3786 top1 8.594 top5 3.125 | Epoch: [56][484/553] Time 2.439 Data 0.001 Err 0.3964 top1 7.812 top5 3.906 | Epoch: [56][485/553] Time 2.485 Data 0.001 Err 0.3060 top1 6.250 top5 3.125 | Epoch: [56][486/553] Time 2.478 Data 0.001 Err 0.1822 top1 5.469 top5 0.781 | Epoch: [56][487/553] Time 2.449 Data 0.001 Err 0.2445 top1 5.469 top5 2.344 | Epoch: [56][488/553] Time 2.506 Data 0.001 Err 0.3816 top1 8.594 top5 3.906 | Epoch: [56][489/553] Time 2.437 Data 0.000 Err 0.3438 top1 11.719 top5 2.344 | Epoch: [56][490/553] Time 2.458 Data 0.001 Err 0.4280 top1 9.375 top5 4.688 | Epoch: [56][491/553] Time 2.485 Data 0.001 Err 0.2242 top1 7.031 top5 1.562 | Epoch: [56][492/553] Time 2.500 Data 0.001 Err 0.4318 top1 10.938 top5 5.469 | Epoch: [56][493/553] Time 2.456 Data 0.001 Err 0.3512 top1 9.375 top5 3.125 | Epoch: [56][494/553] Time 2.476 Data 0.001 Err 0.2897 top1 4.688 top5 3.906 | Epoch: [56][495/553] Time 2.456 Data 0.001 Err 0.2280 top1 4.688 top5 1.562 | Epoch: [56][496/553] Time 2.475 Data 0.001 Err 0.3056 top1 9.375 top5 3.125 | Epoch: [56][497/553] Time 2.442 Data 0.001 Err 0.1291 top1 2.344 top5 0.000 | Epoch: [56][498/553] Time 2.438 Data 0.001 Err 0.2080 top1 6.250 top5 1.562 | Epoch: [56][499/553] Time 2.461 Data 0.001 Err 0.2200 top1 7.812 top5 1.562 | Epoch: [56][500/553] Time 2.443 Data 0.001 Err 0.2438 top1 7.812 top5 1.562 | Epoch: [56][501/553] Time 2.433 Data 0.001 Err 0.3767 top1 7.812 top5 5.469 | Epoch: [56][502/553] Time 2.451 Data 0.001 Err 0.3314 top1 7.812 top5 1.562 | Epoch: [56][503/553] Time 2.482 Data 0.001 Err 0.2998 top1 6.250 top5 3.125 | Epoch: [56][504/553] Time 2.448 Data 0.001 Err 0.3829 top1 10.938 top5 3.125 | Epoch: [56][505/553] Time 2.433 Data 0.001 Err 0.3437 top1 8.594 top5 3.125 | Epoch: [56][506/553] Time 2.490 Data 0.001 Err 0.2576 top1 6.250 top5 1.562 | Epoch: [56][507/553] Time 2.498 Data 0.001 Err 0.2624 top1 7.812 top5 2.344 | Epoch: [56][508/553] Time 2.451 Data 0.001 Err 0.3988 top1 9.375 top5 4.688 | Epoch: [56][509/553] Time 2.448 Data 0.001 Err 0.2637 top1 7.031 top5 1.562 | Epoch: [56][510/553] Time 2.463 Data 0.001 Err 0.2530 top1 6.250 top5 0.781 | Epoch: [56][511/553] Time 2.479 Data 0.001 Err 0.3476 top1 10.938 top5 3.125 | Epoch: [56][512/553] Time 2.471 Data 0.001 Err 0.2451 top1 7.031 top5 0.781 | Epoch: [56][513/553] Time 2.446 Data 0.001 Err 0.2410 top1 6.250 top5 1.562 | Epoch: [56][514/553] Time 2.468 Data 0.001 Err 0.1802 top1 5.469 top5 0.000 | Epoch: [56][515/553] Time 2.456 Data 0.001 Err 0.3245 top1 8.594 top5 0.781 | Epoch: [56][516/553] Time 2.458 Data 0.000 Err 0.2982 top1 6.250 top5 3.125 | Epoch: [56][517/553] Time 2.442 Data 0.001 Err 0.1826 top1 4.688 top5 0.000 | Epoch: [56][518/553] Time 2.456 Data 0.001 Err 0.4031 top1 10.156 top5 4.688 | Epoch: [56][519/553] Time 2.442 Data 0.001 Err 0.2616 top1 6.250 top5 3.125 | Epoch: [56][520/553] Time 2.443 Data 0.001 Err 0.4149 top1 8.594 top5 3.125 | Epoch: [56][521/553] Time 2.449 Data 0.001 Err 0.3108 top1 7.812 top5 2.344 | Epoch: [56][522/553] Time 2.438 Data 0.001 Err 0.2841 top1 7.031 top5 3.125 | Epoch: [56][523/553] Time 2.448 Data 0.001 Err 0.2716 top1 7.031 top5 0.781 | Epoch: [56][524/553] Time 2.440 Data 0.001 Err 0.2197 top1 7.031 top5 0.781 | Epoch: [56][525/553] Time 2.436 Data 0.001 Err 0.2194 top1 4.688 top5 0.781 | Epoch: [56][526/553] Time 2.445 Data 0.000 Err 0.2481 top1 7.812 top5 1.562 | Epoch: [56][527/553] Time 2.482 Data 0.001 Err 0.3102 top1 10.938 top5 0.781 | Epoch: [56][528/553] Time 2.450 Data 0.001 Err 0.2762 top1 8.594 top5 0.781 | Epoch: [56][529/553] Time 2.435 Data 0.001 Err 0.2372 top1 5.469 top5 1.562 | Epoch: [56][530/553] Time 2.503 Data 0.001 Err 0.2700 top1 7.812 top5 3.125 | Epoch: [56][531/553] Time 2.441 Data 0.001 Err 0.3972 top1 9.375 top5 2.344 | Epoch: [56][532/553] Time 2.450 Data 0.001 Err 0.4811 top1 10.938 top5 4.688 | Epoch: [56][533/553] Time 2.473 Data 0.001 Err 0.2148 top1 4.688 top5 3.125 | Epoch: [56][534/553] Time 2.440 Data 0.001 Err 0.3453 top1 7.812 top5 3.906 | Epoch: [56][535/553] Time 2.448 Data 0.001 Err 0.3728 top1 7.812 top5 3.906 | Epoch: [56][536/553] Time 2.441 Data 0.001 Err 0.1148 top1 2.344 top5 0.000 | Epoch: [56][537/553] Time 2.445 Data 0.001 Err 0.1726 top1 6.250 top5 0.000 | Epoch: [56][538/553] Time 2.440 Data 0.001 Err 0.2360 top1 8.594 top5 1.562 | Epoch: [56][539/553] Time 2.453 Data 0.000 Err 0.2543 top1 6.250 top5 0.781 | Epoch: [56][540/553] Time 2.438 Data 0.001 Err 0.3337 top1 7.812 top5 3.125 | Epoch: [56][541/553] Time 2.509 Data 0.001 Err 0.1751 top1 7.031 top5 0.000 | Epoch: [56][542/553] Time 2.444 Data 0.001 Err 0.1946 top1 3.125 top5 1.562 | Epoch: [56][543/553] Time 2.454 Data 0.000 Err 0.4186 top1 8.594 top5 5.469 | Epoch: [56][544/553] Time 2.435 Data 0.000 Err 0.2425 top1 4.688 top5 3.125 | Epoch: [56][545/553] Time 2.446 Data 0.000 Err 0.2537 top1 7.031 top5 2.344 | Epoch: [56][546/553] Time 2.437 Data 0.000 Err 0.1729 top1 4.688 top5 0.781 | Epoch: [56][547/553] Time 2.441 Data 0.000 Err 0.2259 top1 5.469 top5 1.562 | Epoch: [56][548/553] Time 2.456 Data 0.000 Err 0.2422 top1 7.031 top5 2.344 | Epoch: [56][549/553] Time 2.447 Data 0.000 Err 0.2891 top1 5.469 top5 2.344 | Epoch: [56][550/553] Time 2.436 Data 0.000 Err 0.3422 top1 10.156 top5 2.344 | Epoch: [56][551/553] Time 2.444 Data 0.000 Err 0.2893 top1 10.938 top5 0.781 | Epoch: [56][552/553] Time 2.484 Data 0.001 Err 0.3446 top1 9.375 top5 3.125 | Epoch: [56][553/553] Time 1.033 Data 0.000 Err 0.7347 top1 15.909 top5 11.364 | Test: [56][1/198] Time 2.603 Data 1.862 top1 13.281 ( 13.281) top5 2.344 ( 2.344) | Test: [56][2/198] Time 0.719 Data 0.001 top1 14.844 ( 14.062) top5 3.906 ( 3.125) | Test: [56][3/198] Time 0.727 Data 0.000 top1 10.938 ( 13.021) top5 2.344 ( 2.865) | Test: [56][4/198] Time 0.756 Data 0.001 top1 14.062 ( 13.281) top5 3.125 ( 2.930) | Test: [56][5/198] Time 0.717 Data 0.002 top1 11.719 ( 12.969) top5 3.906 ( 3.125) | Test: [56][6/198] Time 0.724 Data 0.000 top1 7.812 ( 12.109) top5 2.344 ( 2.995) | Test: [56][7/198] Time 0.718 Data 0.001 top1 10.938 ( 11.942) top5 2.344 ( 2.902) | Test: [56][8/198] Time 0.722 Data 0.001 top1 10.938 ( 11.816) top5 2.344 ( 2.832) | Test: [56][9/198] Time 0.718 Data 0.001 top1 15.625 ( 12.240) top5 4.688 ( 3.038) | Test: [56][10/198] Time 0.757 Data 0.001 top1 11.719 ( 12.188) top5 2.344 ( 2.969) | Test: [56][11/198] Time 0.719 Data 0.001 top1 12.500 ( 12.216) top5 3.125 ( 2.983) | Test: [56][12/198] Time 0.725 Data 0.001 top1 17.188 ( 12.630) top5 1.562 ( 2.865) | Test: [56][13/198] Time 0.717 Data 0.001 top1 14.062 ( 12.740) top5 3.125 ( 2.885) | Test: [56][14/198] Time 0.718 Data 0.001 top1 14.844 ( 12.891) top5 3.906 ( 2.958) | Test: [56][15/198] Time 0.717 Data 0.001 top1 13.281 ( 12.917) top5 2.344 ( 2.917) | Test: [56][16/198] Time 0.731 Data 0.001 top1 18.750 ( 13.281) top5 3.125 ( 2.930) | Test: [56][17/198] Time 0.722 Data 0.000 top1 17.969 ( 13.557) top5 3.906 ( 2.987) | Test: [56][18/198] Time 0.719 Data 0.000 top1 8.594 ( 13.281) top5 1.562 ( 2.908) | Test: [56][19/198] Time 0.719 Data 0.001 top1 8.594 ( 13.035) top5 1.562 ( 2.837) | Test: [56][20/198] Time 0.715 Data 0.001 top1 14.062 ( 13.086) top5 3.125 ( 2.852) | Test: [56][21/198] Time 0.716 Data 0.001 top1 10.938 ( 12.984) top5 0.781 ( 2.753) | Test: [56][22/198] Time 0.715 Data 0.001 top1 15.625 ( 13.104) top5 3.125 ( 2.770) | Test: [56][23/198] Time 0.725 Data 0.001 top1 11.719 ( 13.043) top5 4.688 ( 2.853) | Test: [56][24/198] Time 0.715 Data 0.001 top1 13.281 ( 13.053) top5 2.344 ( 2.832) | Test: [56][25/198] Time 0.724 Data 0.001 top1 10.156 ( 12.938) top5 3.125 ( 2.844) | Test: [56][26/198] Time 0.734 Data 0.001 top1 11.719 ( 12.891) top5 1.562 ( 2.794) | Test: [56][27/198] Time 0.824 Data 0.001 top1 15.625 ( 12.992) top5 0.781 ( 2.720) | Test: [56][28/198] Time 0.731 Data 0.001 top1 11.719 ( 12.946) top5 3.125 ( 2.734) | Test: [56][29/198] Time 0.735 Data 0.002 top1 15.625 ( 13.039) top5 3.906 ( 2.775) | Test: [56][30/198] Time 0.800 Data 0.001 top1 14.062 ( 13.073) top5 2.344 ( 2.760) | Test: [56][31/198] Time 0.722 Data 0.001 top1 14.062 ( 13.105) top5 2.344 ( 2.747) | Test: [56][32/198] Time 0.715 Data 0.001 top1 19.531 ( 13.306) top5 5.469 ( 2.832) | Test: [56][33/198] Time 0.718 Data 0.001 top1 11.719 ( 13.258) top5 1.562 ( 2.794) | Test: [56][34/198] Time 0.719 Data 0.001 top1 12.500 ( 13.235) top5 3.125 ( 2.803) | Test: [56][35/198] Time 0.717 Data 0.001 top1 6.250 ( 13.036) top5 2.344 ( 2.790) | Test: [56][36/198] Time 0.724 Data 0.001 top1 13.281 ( 13.043) top5 3.906 ( 2.821) | Test: [56][37/198] Time 0.720 Data 0.001 top1 14.062 ( 13.070) top5 3.906 ( 2.851) | Test: [56][38/198] Time 0.735 Data 0.001 top1 10.156 ( 12.993) top5 0.781 ( 2.796) | Test: [56][39/198] Time 0.734 Data 0.009 top1 14.062 ( 13.021) top5 2.344 ( 2.784) | Test: [56][40/198] Time 0.722 Data 0.001 top1 15.625 ( 13.086) top5 0.781 ( 2.734) | Test: [56][41/198] Time 0.730 Data 0.002 top1 11.719 ( 13.053) top5 3.125 ( 2.744) | Test: [56][42/198] Time 0.735 Data 0.001 top1 10.156 ( 12.984) top5 1.562 ( 2.716) | Test: [56][43/198] Time 0.715 Data 0.001 top1 14.062 ( 13.009) top5 4.688 ( 2.762) | Test: [56][44/198] Time 0.718 Data 0.001 top1 13.281 ( 13.015) top5 2.344 ( 2.752) | Test: [56][45/198] Time 0.717 Data 0.001 top1 7.031 ( 12.882) top5 0.781 ( 2.708) | Test: [56][46/198] Time 0.715 Data 0.001 top1 14.844 ( 12.925) top5 3.125 ( 2.717) | Test: [56][47/198] Time 0.724 Data 0.001 top1 24.219 ( 13.165) top5 3.125 ( 2.726) | Test: [56][48/198] Time 0.747 Data 0.001 top1 7.812 ( 13.053) top5 0.781 ( 2.686) | Test: [56][49/198] Time 0.714 Data 0.001 top1 17.188 ( 13.138) top5 2.344 ( 2.679) | Test: [56][50/198] Time 0.731 Data 0.001 top1 17.969 ( 13.234) top5 3.125 ( 2.688) | Test: [56][51/198] Time 0.749 Data 0.001 top1 10.156 ( 13.174) top5 3.906 ( 2.711) | Test: [56][52/198] Time 0.757 Data 0.001 top1 17.188 ( 13.251) top5 3.906 ( 2.734) | Test: [56][53/198] Time 0.796 Data 0.001 top1 14.844 ( 13.281) top5 2.344 ( 2.727) | Test: [56][54/198] Time 0.767 Data 0.000 top1 14.062 ( 13.296) top5 2.344 ( 2.720) | Test: [56][55/198] Time 0.724 Data 0.001 top1 14.062 ( 13.310) top5 5.469 ( 2.770) | Test: [56][56/198] Time 0.742 Data 0.001 top1 10.156 ( 13.253) top5 2.344 ( 2.762) | Test: [56][57/198] Time 0.727 Data 0.001 top1 12.500 ( 13.240) top5 2.344 ( 2.755) | Test: [56][58/198] Time 0.726 Data 0.001 top1 11.719 ( 13.214) top5 3.125 ( 2.761) | Test: [56][59/198] Time 0.725 Data 0.001 top1 11.719 ( 13.189) top5 3.906 ( 2.781) | Test: [56][60/198] Time 0.728 Data 0.004 top1 15.625 ( 13.229) top5 4.688 ( 2.812) | Test: [56][61/198] Time 0.720 Data 0.001 top1 11.719 ( 13.204) top5 2.344 ( 2.805) | Test: [56][62/198] Time 0.743 Data 0.001 top1 10.156 ( 13.155) top5 1.562 ( 2.785) | Test: [56][63/198] Time 0.732 Data 0.000 top1 14.844 ( 13.182) top5 2.344 ( 2.778) | Test: [56][64/198] Time 0.730 Data 0.001 top1 12.500 ( 13.171) top5 2.344 ( 2.771) | Test: [56][65/198] Time 0.719 Data 0.001 top1 14.062 ( 13.185) top5 1.562 ( 2.752) | Test: [56][66/198] Time 0.722 Data 0.003 top1 14.844 ( 13.210) top5 5.469 ( 2.794) | Test: [56][67/198] Time 0.716 Data 0.001 top1 11.719 ( 13.188) top5 3.125 ( 2.799) | Test: [56][68/198] Time 0.734 Data 0.001 top1 14.062 ( 13.201) top5 4.688 ( 2.826) | Test: [56][69/198] Time 0.727 Data 0.001 top1 14.844 ( 13.225) top5 3.125 ( 2.831) | Test: [56][70/198] Time 0.739 Data 0.001 top1 6.250 ( 13.125) top5 1.562 ( 2.812) | Test: [56][71/198] Time 0.717 Data 0.000 top1 13.281 ( 13.127) top5 2.344 ( 2.806) | Test: [56][72/198] Time 0.725 Data 0.001 top1 10.938 ( 13.097) top5 1.562 ( 2.789) | Test: [56][73/198] Time 0.733 Data 0.001 top1 15.625 ( 13.131) top5 1.562 ( 2.772) | Test: [56][74/198] Time 0.717 Data 0.001 top1 12.500 ( 13.123) top5 2.344 ( 2.766) | Test: [56][75/198] Time 0.725 Data 0.001 top1 9.375 ( 13.073) top5 0.781 ( 2.740) | Test: [56][76/198] Time 0.733 Data 0.001 top1 18.750 ( 13.148) top5 1.562 ( 2.724) | Test: [56][77/198] Time 0.725 Data 0.000 top1 16.406 ( 13.190) top5 2.344 ( 2.719) | Test: [56][78/198] Time 0.785 Data 0.001 top1 11.719 ( 13.171) top5 3.125 ( 2.724) | Test: [56][79/198] Time 0.731 Data 0.001 top1 12.500 ( 13.163) top5 3.125 ( 2.729) | Test: [56][80/198] Time 0.776 Data 0.001 top1 14.844 ( 13.184) top5 2.344 ( 2.725) | Test: [56][81/198] Time 0.723 Data 0.001 top1 14.062 ( 13.194) top5 3.906 ( 2.739) | Test: [56][82/198] Time 0.738 Data 0.001 top1 12.500 ( 13.186) top5 2.344 ( 2.734) | Test: [56][83/198] Time 0.734 Data 0.001 top1 12.500 ( 13.178) top5 2.344 ( 2.730) | Test: [56][84/198] Time 0.725 Data 0.001 top1 14.844 ( 13.198) top5 3.125 ( 2.734) | Test: [56][85/198] Time 0.794 Data 0.001 top1 16.406 ( 13.235) top5 2.344 ( 2.730) | Test: [56][86/198] Time 0.798 Data 0.002 top1 13.281 ( 13.236) top5 2.344 ( 2.725) | Test: [56][87/198] Time 0.783 Data 0.001 top1 16.406 ( 13.272) top5 3.906 ( 2.739) | Test: [56][88/198] Time 0.737 Data 0.001 top1 13.281 ( 13.272) top5 3.125 ( 2.743) | Test: [56][89/198] Time 0.740 Data 0.001 top1 15.625 ( 13.299) top5 3.906 ( 2.756) | Test: [56][90/198] Time 0.740 Data 0.001 top1 9.375 ( 13.255) top5 0.781 ( 2.734) | Test: [56][91/198] Time 0.730 Data 0.001 top1 10.938 ( 13.230) top5 3.125 ( 2.739) | Test: [56][92/198] Time 0.724 Data 0.000 top1 13.281 ( 13.230) top5 3.906 ( 2.751) | Test: [56][93/198] Time 0.715 Data 0.001 top1 8.594 ( 13.180) top5 1.562 ( 2.739) | Test: [56][94/198] Time 0.724 Data 0.001 top1 12.500 ( 13.173) top5 0.781 ( 2.718) | Test: [56][95/198] Time 0.722 Data 0.001 top1 9.375 ( 13.133) top5 1.562 ( 2.706) | Test: [56][96/198] Time 0.714 Data 0.001 top1 14.844 ( 13.151) top5 3.906 ( 2.718) | Test: [56][97/198] Time 0.714 Data 0.001 top1 11.719 ( 13.136) top5 1.562 ( 2.706) | Test: [56][98/198] Time 0.722 Data 0.001 top1 12.500 ( 13.130) top5 2.344 ( 2.702) | Test: [56][99/198] Time 0.727 Data 0.000 top1 12.500 ( 13.123) top5 1.562 ( 2.691) | Test: [56][100/198] Time 0.728 Data 0.001 top1 13.281 ( 13.125) top5 5.469 ( 2.719) | Test: [56][101/198] Time 0.719 Data 0.001 top1 13.281 ( 13.127) top5 2.344 ( 2.715) | Test: [56][102/198] Time 0.719 Data 0.001 top1 14.062 ( 13.136) top5 2.344 ( 2.711) | Test: [56][103/198] Time 0.715 Data 0.001 top1 17.969 ( 13.183) top5 2.344 ( 2.708) | Test: [56][104/198] Time 0.739 Data 0.003 top1 15.625 ( 13.206) top5 3.125 ( 2.712) | Test: [56][105/198] Time 0.764 Data 0.001 top1 14.062 ( 13.214) top5 2.344 ( 2.708) | Test: [56][106/198] Time 0.788 Data 0.001 top1 11.719 ( 13.200) top5 2.344 ( 2.705) | Test: [56][107/198] Time 0.795 Data 0.001 top1 14.062 ( 13.208) top5 3.125 ( 2.709) | Test: [56][108/198] Time 0.730 Data 0.001 top1 16.406 ( 13.238) top5 3.125 ( 2.713) | Test: [56][109/198] Time 0.728 Data 0.001 top1 15.625 ( 13.260) top5 3.125 ( 2.716) | Test: [56][110/198] Time 0.730 Data 0.001 top1 15.625 ( 13.281) top5 1.562 ( 2.706) | Test: [56][111/198] Time 0.750 Data 0.001 top1 6.250 ( 13.218) top5 0.781 ( 2.689) | Test: [56][112/198] Time 0.730 Data 0.002 top1 14.062 ( 13.225) top5 3.906 ( 2.699) | Test: [56][113/198] Time 0.716 Data 0.001 top1 17.188 ( 13.261) top5 4.688 ( 2.717) | Test: [56][114/198] Time 0.732 Data 0.001 top1 14.062 ( 13.268) top5 0.781 ( 2.700) | Test: [56][115/198] Time 0.729 Data 0.001 top1 9.375 ( 13.234) top5 2.344 ( 2.697) | Test: [56][116/198] Time 0.726 Data 0.001 top1 10.156 ( 13.207) top5 2.344 ( 2.694) | Test: [56][117/198] Time 0.791 Data 0.001 top1 10.938 ( 13.188) top5 1.562 ( 2.684) | Test: [56][118/198] Time 0.737 Data 0.001 top1 15.625 ( 13.208) top5 1.562 ( 2.675) | Test: [56][119/198] Time 0.729 Data 0.000 top1 10.156 ( 13.183) top5 1.562 ( 2.665) | Test: [56][120/198] Time 0.729 Data 0.001 top1 11.719 ( 13.171) top5 2.344 ( 2.663) | Test: [56][121/198] Time 0.720 Data 0.001 top1 10.156 ( 13.146) top5 3.906 ( 2.673) | Test: [56][122/198] Time 0.719 Data 0.001 top1 21.094 ( 13.211) top5 7.031 ( 2.709) | Test: [56][123/198] Time 0.720 Data 0.001 top1 11.719 ( 13.199) top5 3.125 ( 2.712) | Test: [56][124/198] Time 0.740 Data 0.000 top1 9.375 ( 13.168) top5 3.906 ( 2.722) | Test: [56][125/198] Time 0.723 Data 0.001 top1 15.625 ( 13.188) top5 3.906 ( 2.731) | Test: [56][126/198] Time 0.725 Data 0.001 top1 11.719 ( 13.176) top5 2.344 ( 2.728) | Test: [56][127/198] Time 0.720 Data 0.001 top1 12.500 ( 13.171) top5 2.344 ( 2.725) | Test: [56][128/198] Time 0.720 Data 0.001 top1 10.938 ( 13.153) top5 2.344 ( 2.722) | Test: [56][129/198] Time 0.717 Data 0.001 top1 10.156 ( 13.130) top5 0.781 ( 2.707) | Test: [56][130/198] Time 0.715 Data 0.003 top1 16.406 ( 13.155) top5 2.344 ( 2.704) | Test: [56][131/198] Time 0.720 Data 0.001 top1 10.156 ( 13.132) top5 2.344 ( 2.702) | Test: [56][132/198] Time 0.716 Data 0.001 top1 13.281 ( 13.133) top5 3.906 ( 2.711) | Test: [56][133/198] Time 0.721 Data 0.001 top1 14.062 ( 13.140) top5 1.562 ( 2.702) | Test: [56][134/198] Time 0.732 Data 0.001 top1 17.188 ( 13.170) top5 2.344 ( 2.699) | Test: [56][135/198] Time 0.736 Data 0.001 top1 11.719 ( 13.160) top5 1.562 ( 2.691) | Test: [56][136/198] Time 0.724 Data 0.001 top1 14.844 ( 13.172) top5 1.562 ( 2.683) | Test: [56][137/198] Time 0.762 Data 0.001 top1 13.281 ( 13.173) top5 2.344 ( 2.680) | Test: [56][138/198] Time 0.729 Data 0.002 top1 17.969 ( 13.208) top5 1.562 ( 2.672) | Test: [56][139/198] Time 0.724 Data 0.001 top1 16.406 ( 13.231) top5 3.906 ( 2.681) | Test: [56][140/198] Time 0.724 Data 0.001 top1 14.062 ( 13.237) top5 2.344 ( 2.679) | Test: [56][141/198] Time 0.721 Data 0.001 top1 11.719 ( 13.226) top5 2.344 ( 2.676) | Test: [56][142/198] Time 0.715 Data 0.001 top1 10.156 ( 13.204) top5 2.344 ( 2.674) | Test: [56][143/198] Time 0.799 Data 0.001 top1 10.938 ( 13.188) top5 0.781 ( 2.661) | Test: [56][144/198] Time 0.732 Data 0.001 top1 5.469 ( 13.135) top5 0.000 ( 2.642) | Test: [56][145/198] Time 0.756 Data 0.001 top1 12.500 ( 13.130) top5 3.906 ( 2.651) | Test: [56][146/198] Time 0.721 Data 0.001 top1 6.250 ( 13.083) top5 1.562 ( 2.643) | Test: [56][147/198] Time 0.740 Data 0.001 top1 14.062 ( 13.090) top5 4.688 ( 2.657) | Test: [56][148/198] Time 0.734 Data 0.001 top1 12.500 ( 13.086) top5 2.344 ( 2.655) | Test: [56][149/198] Time 0.733 Data 0.000 top1 15.625 ( 13.103) top5 1.562 ( 2.648) | Test: [56][150/198] Time 0.727 Data 0.000 top1 15.625 ( 13.120) top5 4.688 ( 2.661) | Test: [56][151/198] Time 0.730 Data 0.000 top1 8.594 ( 13.090) top5 2.344 ( 2.659) | Test: [56][152/198] Time 0.720 Data 0.002 top1 13.281 ( 13.091) top5 2.344 ( 2.657) | Test: [56][153/198] Time 0.716 Data 0.001 top1 10.938 ( 13.077) top5 3.125 ( 2.660) | Test: [56][154/198] Time 0.721 Data 0.001 top1 7.812 ( 13.043) top5 2.344 ( 2.658) | Test: [56][155/198] Time 0.715 Data 0.001 top1 16.406 ( 13.065) top5 5.469 ( 2.676) | Test: [56][156/198] Time 0.723 Data 0.003 top1 14.844 ( 13.076) top5 4.688 ( 2.689) | Test: [56][157/198] Time 0.731 Data 0.001 top1 9.375 ( 13.052) top5 1.562 ( 2.682) | Test: [56][158/198] Time 0.727 Data 0.002 top1 15.625 ( 13.069) top5 4.688 ( 2.695) | Test: [56][159/198] Time 0.720 Data 0.000 top1 11.719 ( 13.060) top5 2.344 ( 2.693) | Test: [56][160/198] Time 0.731 Data 0.000 top1 15.625 ( 13.076) top5 3.906 ( 2.700) | Test: [56][161/198] Time 0.718 Data 0.001 top1 13.281 ( 13.077) top5 0.781 ( 2.688) | Test: [56][162/198] Time 0.816 Data 0.001 top1 12.500 ( 13.074) top5 0.781 ( 2.677) | Test: [56][163/198] Time 0.728 Data 0.001 top1 14.844 ( 13.085) top5 2.344 ( 2.674) | Test: [56][164/198] Time 0.734 Data 0.001 top1 13.281 ( 13.086) top5 3.125 ( 2.677) | Test: [56][165/198] Time 0.805 Data 0.001 top1 15.625 ( 13.101) top5 3.125 ( 2.680) | Test: [56][166/198] Time 0.803 Data 0.001 top1 10.938 ( 13.088) top5 3.906 ( 2.687) | Test: [56][167/198] Time 0.830 Data 0.000 top1 10.156 ( 13.071) top5 0.781 ( 2.676) | Test: [56][168/198] Time 0.804 Data 0.001 top1 10.938 ( 13.058) top5 1.562 ( 2.669) | Test: [56][169/198] Time 0.737 Data 0.001 top1 7.812 ( 13.027) top5 2.344 ( 2.667) | Test: [56][170/198] Time 0.728 Data 0.001 top1 11.719 ( 13.019) top5 3.125 ( 2.670) | Test: [56][171/198] Time 0.730 Data 0.001 top1 11.719 ( 13.012) top5 1.562 ( 2.664) | Test: [56][172/198] Time 0.725 Data 0.002 top1 10.938 ( 13.000) top5 2.344 ( 2.662) | Test: [56][173/198] Time 0.718 Data 0.001 top1 7.812 ( 12.970) top5 0.000 ( 2.646) | Test: [56][174/198] Time 0.811 Data 0.001 top1 15.625 ( 12.985) top5 6.250 ( 2.667) | Test: [56][175/198] Time 0.771 Data 0.001 top1 10.938 ( 12.973) top5 0.781 ( 2.656) | Test: [56][176/198] Time 0.769 Data 0.003 top1 8.594 ( 12.948) top5 0.000 ( 2.641) | Test: [56][177/198] Time 0.715 Data 0.001 top1 10.156 ( 12.933) top5 0.781 ( 2.631) | Test: [56][178/198] Time 0.718 Data 0.001 top1 10.938 ( 12.921) top5 1.562 ( 2.625) | Test: [56][179/198] Time 0.728 Data 0.001 top1 14.062 ( 12.928) top5 3.906 ( 2.632) | Test: [56][180/198] Time 0.736 Data 0.000 top1 15.625 ( 12.943) top5 2.344 ( 2.630) | Test: [56][181/198] Time 0.726 Data 0.001 top1 12.500 ( 12.940) top5 3.906 ( 2.637) | Test: [56][182/198] Time 0.713 Data 0.001 top1 13.281 ( 12.942) top5 2.344 ( 2.636) | Test: [56][183/198] Time 0.719 Data 0.001 top1 9.375 ( 12.923) top5 0.781 ( 2.626) | Test: [56][184/198] Time 0.719 Data 0.001 top1 14.062 ( 12.929) top5 1.562 ( 2.620) | Test: [56][185/198] Time 0.740 Data 0.001 top1 14.062 ( 12.935) top5 3.125 ( 2.622) | Test: [56][186/198] Time 0.735 Data 0.001 top1 11.719 ( 12.928) top5 3.906 ( 2.629) | Test: [56][187/198] Time 0.726 Data 0.002 top1 12.500 ( 12.926) top5 3.125 ( 2.632) | Test: [56][188/198] Time 0.717 Data 0.000 top1 12.500 ( 12.924) top5 2.344 ( 2.630) | Test: [56][189/198] Time 0.724 Data 0.000 top1 17.969 ( 12.951) top5 3.906 ( 2.637) | Test: [56][190/198] Time 0.720 Data 0.000 top1 11.719 ( 12.944) top5 4.688 ( 2.648) | Test: [56][191/198] Time 0.718 Data 0.000 top1 11.719 ( 12.938) top5 1.562 ( 2.642) | Test: [56][192/198] Time 0.721 Data 0.000 top1 10.938 ( 12.927) top5 2.344 ( 2.641) | Test: [56][193/198] Time 0.718 Data 0.000 top1 10.156 ( 12.913) top5 2.344 ( 2.639) | Test: [56][194/198] Time 0.729 Data 0.001 top1 7.812 ( 12.887) top5 0.000 ( 2.626) | Test: [56][195/198] Time 0.727 Data 0.000 top1 14.844 ( 12.897) top5 1.562 ( 2.620) | Test: [56][196/198] Time 0.258 Data 0.000 top1 14.706 ( 12.906) top5 5.882 ( 2.637) | Test: [56][197/198] Time 0.720 Data 0.000 top1 12.500 ( 12.904) top5 2.344 ( 2.635) | Test: [56][198/198] Time 0.724 Data 0.000 top1 11.719 ( 12.898) top5 2.344 ( 2.634) * Finished epoch # 56 top1: 12.898 top5: 2.634 Epoch 57 => Training epoch # 57 | Epoch: [57][1/553] Time 24.678 Data 22.141 Err 0.3399 top1 10.156 top5 3.125 | Epoch: [57][2/553] Time 3.488 Data 1.055 Err 0.3496 top1 7.812 top5 2.344 | Epoch: [57][3/553] Time 4.161 Data 1.735 Err 0.2633 top1 7.031 top5 1.562 | Epoch: [57][4/553] Time 4.182 Data 1.753 Err 0.2821 top1 7.031 top5 1.562 | Epoch: [57][5/553] Time 3.207 Data 0.755 Err 0.2551 top1 6.250 top5 1.562 | Epoch: [57][6/553] Time 2.424 Data 0.001 Err 0.1651 top1 4.688 top5 0.781 | Epoch: [57][7/553] Time 2.443 Data 0.001 Err 0.3031 top1 8.594 top5 2.344 | Epoch: [57][8/553] Time 2.433 Data 0.001 Err 0.3071 top1 7.031 top5 1.562 | Epoch: [57][9/553] Time 2.456 Data 0.001 Err 0.1788 top1 4.688 top5 1.562 | Epoch: [57][10/553] Time 2.471 Data 0.001 Err 0.3005 top1 7.812 top5 1.562 | Epoch: [57][11/553] Time 2.427 Data 0.001 Err 0.3248 top1 9.375 top5 3.125 | Epoch: [57][12/553] Time 2.432 Data 0.000 Err 0.3334 top1 9.375 top5 3.125 | Epoch: [57][13/553] Time 2.443 Data 0.000 Err 0.2250 top1 6.250 top5 0.781 | Epoch: [57][14/553] Time 2.432 Data 0.000 Err 0.2446 top1 6.250 top5 2.344 | Epoch: [57][15/553] Time 4.219 Data 1.757 Err 0.1914 top1 6.250 top5 1.562 | Epoch: [57][16/553] Time 5.817 Data 3.310 Err 0.3149 top1 9.375 top5 3.906 | Epoch: [57][17/553] Time 5.866 Data 3.408 Err 0.3490 top1 9.375 top5 3.125 | Epoch: [57][18/553] Time 2.441 Data 0.001 Err 0.2860 top1 4.688 top5 2.344 | Epoch: [57][19/553] Time 2.504 Data 0.001 Err 0.2171 top1 3.906 top5 0.781 | Epoch: [57][20/553] Time 2.441 Data 0.001 Err 0.2448 top1 6.250 top5 2.344 | Epoch: [57][21/553] Time 2.465 Data 0.001 Err 0.3395 top1 8.594 top5 3.906 | Epoch: [57][22/553] Time 2.431 Data 0.001 Err 0.2645 top1 4.688 top5 3.125 | Epoch: [57][23/553] Time 2.446 Data 0.001 Err 0.2736 top1 8.594 top5 3.125 | Epoch: [57][24/553] Time 2.430 Data 0.000 Err 0.3884 top1 10.156 top5 2.344 | Epoch: [57][25/553] Time 2.459 Data 0.001 Err 0.4396 top1 10.156 top5 4.688 | Epoch: [57][26/553] Time 2.434 Data 0.001 Err 0.2226 top1 5.469 top5 0.781 | Epoch: [57][27/553] Time 2.467 Data 0.001 Err 0.3378 top1 7.812 top5 4.688 | Epoch: [57][28/553] Time 2.435 Data 0.001 Err 0.3039 top1 10.938 top5 0.781 | Epoch: [57][29/553] Time 2.441 Data 0.001 Err 0.2010 top1 3.906 top5 0.781 | Epoch: [57][30/553] Time 2.451 Data 0.001 Err 0.2089 top1 7.031 top5 3.125 | Epoch: [57][31/553] Time 2.452 Data 0.001 Err 0.3984 top1 8.594 top5 4.688 | Epoch: [57][32/553] Time 2.452 Data 0.001 Err 0.3854 top1 10.156 top5 2.344 | Epoch: [57][33/553] Time 2.434 Data 0.001 Err 0.2410 top1 6.250 top5 2.344 | Epoch: [57][34/553] Time 2.448 Data 0.001 Err 0.3967 top1 10.938 top5 4.688 | Epoch: [57][35/553] Time 2.467 Data 0.001 Err 0.2150 top1 4.688 top5 0.781 | Epoch: [57][36/553] Time 2.442 Data 0.001 Err 0.1558 top1 3.906 top5 0.781 | Epoch: [57][37/553] Time 2.446 Data 0.001 Err 0.3611 top1 7.812 top5 2.344 | Epoch: [57][38/553] Time 2.436 Data 0.001 Err 0.2219 top1 5.469 top5 1.562 | Epoch: [57][39/553] Time 2.435 Data 0.001 Err 0.3524 top1 10.156 top5 3.125 | Epoch: [57][40/553] Time 2.442 Data 0.001 Err 0.3069 top1 7.812 top5 2.344 | Epoch: [57][41/553] Time 2.457 Data 0.001 Err 0.2750 top1 5.469 top5 2.344 | Epoch: [57][42/553] Time 2.460 Data 0.001 Err 0.2859 top1 7.031 top5 3.906 | Epoch: [57][43/553] Time 2.434 Data 0.001 Err 0.3222 top1 7.812 top5 3.125 | Epoch: [57][44/553] Time 2.499 Data 0.001 Err 0.2685 top1 8.594 top5 0.781 | Epoch: [57][45/553] Time 2.504 Data 0.000 Err 0.2647 top1 7.031 top5 3.125 | Epoch: [57][46/553] Time 2.474 Data 0.001 Err 0.1878 top1 5.469 top5 1.562 | Epoch: [57][47/553] Time 2.508 Data 0.001 Err 0.2362 top1 6.250 top5 0.781 | Epoch: [57][48/553] Time 2.443 Data 0.001 Err 0.2157 top1 6.250 top5 0.781 | Epoch: [57][49/553] Time 2.440 Data 0.001 Err 0.2811 top1 10.156 top5 1.562 | Epoch: [57][50/553] Time 2.435 Data 0.001 Err 0.1971 top1 5.469 top5 0.781 | Epoch: [57][51/553] Time 2.471 Data 0.001 Err 0.2925 top1 7.812 top5 2.344 | Epoch: [57][52/553] Time 2.427 Data 0.001 Err 0.2616 top1 7.031 top5 2.344 | Epoch: [57][53/553] Time 2.430 Data 0.001 Err 0.3305 top1 6.250 top5 1.562 | Epoch: [57][54/553] Time 2.505 Data 0.001 Err 0.1889 top1 3.906 top5 0.781 | Epoch: [57][55/553] Time 2.439 Data 0.001 Err 0.3597 top1 9.375 top5 3.906 | Epoch: [57][56/553] Time 2.440 Data 0.001 Err 0.2437 top1 7.031 top5 2.344 | Epoch: [57][57/553] Time 2.465 Data 0.001 Err 0.2667 top1 5.469 top5 2.344 | Epoch: [57][58/553] Time 2.438 Data 0.001 Err 0.2064 top1 7.031 top5 2.344 | Epoch: [57][59/553] Time 2.449 Data 0.001 Err 0.2612 top1 7.031 top5 2.344 | Epoch: [57][60/553] Time 2.462 Data 0.001 Err 0.4444 top1 10.938 top5 5.469 | Epoch: [57][61/553] Time 2.473 Data 0.000 Err 0.2012 top1 5.469 top5 0.781 | Epoch: [57][62/553] Time 2.442 Data 0.001 Err 0.3341 top1 8.594 top5 3.125 | Epoch: [57][63/553] Time 2.441 Data 0.000 Err 0.2910 top1 11.719 top5 2.344 | Epoch: [57][64/553] Time 2.460 Data 0.001 Err 0.2686 top1 7.031 top5 2.344 | Epoch: [57][65/553] Time 2.467 Data 0.001 Err 0.2972 top1 10.938 top5 0.781 | Epoch: [57][66/553] Time 2.468 Data 0.001 Err 0.3581 top1 8.594 top5 2.344 | Epoch: [57][67/553] Time 2.509 Data 0.001 Err 0.3731 top1 10.156 top5 1.562 | Epoch: [57][68/553] Time 2.462 Data 0.001 Err 0.2697 top1 7.031 top5 1.562 | Epoch: [57][69/553] Time 2.464 Data 0.001 Err 0.1786 top1 4.688 top5 0.781 | Epoch: [57][70/553] Time 2.438 Data 0.001 Err 0.3363 top1 7.812 top5 3.125 | Epoch: [57][71/553] Time 2.436 Data 0.001 Err 0.2106 top1 3.906 top5 2.344 | Epoch: [57][72/553] Time 2.434 Data 0.000 Err 0.1891 top1 4.688 top5 0.781 | Epoch: [57][73/553] Time 2.456 Data 0.001 Err 0.1880 top1 3.906 top5 2.344 | Epoch: [57][74/553] Time 2.467 Data 0.001 Err 0.2070 top1 5.469 top5 1.562 | Epoch: [57][75/553] Time 2.435 Data 0.001 Err 0.2295 top1 5.469 top5 1.562 | Epoch: [57][76/553] Time 2.442 Data 0.001 Err 0.2740 top1 6.250 top5 2.344 | Epoch: [57][77/553] Time 2.467 Data 0.001 Err 0.1652 top1 3.906 top5 0.000 | Epoch: [57][78/553] Time 2.442 Data 0.001 Err 0.2488 top1 5.469 top5 2.344 | Epoch: [57][79/553] Time 2.450 Data 0.001 Err 0.1986 top1 3.125 top5 0.781 | Epoch: [57][80/553] Time 2.446 Data 0.000 Err 0.2558 top1 7.812 top5 2.344 | Epoch: [57][81/553] Time 2.473 Data 0.001 Err 0.1534 top1 5.469 top5 0.000 | Epoch: [57][82/553] Time 2.442 Data 0.001 Err 0.2537 top1 5.469 top5 0.000 | Epoch: [57][83/553] Time 2.461 Data 0.001 Err 0.2218 top1 7.812 top5 0.781 | Epoch: [57][84/553] Time 2.435 Data 0.001 Err 0.3794 top1 10.156 top5 4.688 | Epoch: [57][85/553] Time 2.474 Data 0.001 Err 0.3055 top1 7.812 top5 2.344 | Epoch: [57][86/553] Time 2.499 Data 0.001 Err 0.2656 top1 7.812 top5 2.344 | Epoch: [57][87/553] Time 2.443 Data 0.001 Err 0.3239 top1 7.031 top5 2.344 | Epoch: [57][88/553] Time 2.450 Data 0.001 Err 0.2346 top1 5.469 top5 2.344 | Epoch: [57][89/553] Time 2.481 Data 0.001 Err 0.3120 top1 6.250 top5 2.344 | Epoch: [57][90/553] Time 2.439 Data 0.001 Err 0.2123 top1 6.250 top5 2.344 | Epoch: [57][91/553] Time 2.501 Data 0.001 Err 0.3692 top1 12.500 top5 3.125 | Epoch: [57][92/553] Time 2.486 Data 0.000 Err 0.2214 top1 5.469 top5 0.781 | Epoch: [57][93/553] Time 2.443 Data 0.001 Err 0.3364 top1 6.250 top5 3.906 | Epoch: [57][94/553] Time 2.516 Data 0.001 Err 0.3631 top1 8.594 top5 1.562 | Epoch: [57][95/553] Time 2.504 Data 0.001 Err 0.2197 top1 7.031 top5 0.781 | Epoch: [57][96/553] Time 2.513 Data 0.001 Err 0.4546 top1 13.281 top5 3.125 | Epoch: [57][97/553] Time 2.451 Data 0.001 Err 0.2568 top1 6.250 top5 2.344 | Epoch: [57][98/553] Time 2.474 Data 0.001 Err 0.2659 top1 7.031 top5 2.344 | Epoch: [57][99/553] Time 2.479 Data 0.001 Err 0.2391 top1 7.031 top5 1.562 | Epoch: [57][100/553] Time 2.437 Data 0.001 Err 0.2972 top1 9.375 top5 0.781 | Epoch: [57][101/553] Time 2.464 Data 0.001 Err 0.2639 top1 7.031 top5 3.906 | Epoch: [57][102/553] Time 2.472 Data 0.001 Err 0.2836 top1 9.375 top5 1.562 | Epoch: [57][103/553] Time 2.443 Data 0.001 Err 0.2389 top1 7.031 top5 1.562 | Epoch: [57][104/553] Time 2.497 Data 0.001 Err 0.2846 top1 7.031 top5 2.344 | Epoch: [57][105/553] Time 2.479 Data 0.001 Err 0.2322 top1 7.031 top5 1.562 | Epoch: [57][106/553] Time 2.507 Data 0.001 Err 0.2728 top1 6.250 top5 3.125 | Epoch: [57][107/553] Time 2.437 Data 0.001 Err 0.4915 top1 12.500 top5 6.250 | Epoch: [57][108/553] Time 2.514 Data 0.001 Err 0.1683 top1 3.906 top5 0.000 | Epoch: [57][109/553] Time 2.461 Data 0.001 Err 0.1808 top1 3.906 top5 0.781 | Epoch: [57][110/553] Time 2.456 Data 0.001 Err 0.3310 top1 7.031 top5 3.906 | Epoch: [57][111/553] Time 2.465 Data 0.001 Err 0.2570 top1 6.250 top5 2.344 | Epoch: [57][112/553] Time 2.513 Data 0.002 Err 0.4148 top1 10.156 top5 3.906 | Epoch: [57][113/553] Time 2.437 Data 0.001 Err 0.2471 top1 7.812 top5 1.562 | Epoch: [57][114/553] Time 2.452 Data 0.001 Err 0.2392 top1 7.031 top5 1.562 | Epoch: [57][115/553] Time 2.441 Data 0.001 Err 0.2168 top1 6.250 top5 0.000 | Epoch: [57][116/553] Time 2.465 Data 0.001 Err 0.3149 top1 6.250 top5 2.344 | Epoch: [57][117/553] Time 2.444 Data 0.001 Err 0.2709 top1 6.250 top5 1.562 | Epoch: [57][118/553] Time 2.466 Data 0.000 Err 0.2590 top1 6.250 top5 3.125 | Epoch: [57][119/553] Time 2.481 Data 0.000 Err 0.2234 top1 5.469 top5 0.781 | Epoch: [57][120/553] Time 2.451 Data 0.001 Err 0.3454 top1 9.375 top5 3.125 | Epoch: [57][121/553] Time 2.479 Data 0.001 Err 0.2948 top1 6.250 top5 1.562 | Epoch: [57][122/553] Time 2.507 Data 0.001 Err 0.2393 top1 5.469 top5 0.781 | Epoch: [57][123/553] Time 2.470 Data 0.001 Err 0.4176 top1 10.938 top5 3.906 | Epoch: [57][124/553] Time 2.439 Data 0.001 Err 0.1756 top1 3.906 top5 1.562 | Epoch: [57][125/553] Time 2.456 Data 0.001 Err 0.3585 top1 10.156 top5 2.344 | Epoch: [57][126/553] Time 2.454 Data 0.001 Err 0.5474 top1 12.500 top5 7.031 | Epoch: [57][127/553] Time 2.442 Data 0.001 Err 0.2769 top1 7.031 top5 3.125 | Epoch: [57][128/553] Time 2.502 Data 0.001 Err 0.1900 top1 3.125 top5 1.562 | Epoch: [57][129/553] Time 2.507 Data 0.001 Err 0.2748 top1 5.469 top5 2.344 | Epoch: [57][130/553] Time 2.506 Data 0.001 Err 0.2914 top1 7.812 top5 3.125 | Epoch: [57][131/553] Time 2.502 Data 0.001 Err 0.2689 top1 7.031 top5 1.562 | Epoch: [57][132/553] Time 2.477 Data 0.001 Err 0.2632 top1 6.250 top5 0.781 | Epoch: [57][133/553] Time 2.440 Data 0.001 Err 0.2204 top1 6.250 top5 0.781 | Epoch: [57][134/553] Time 2.475 Data 0.001 Err 0.2891 top1 7.812 top5 2.344 | Epoch: [57][135/553] Time 2.441 Data 0.001 Err 0.2009 top1 6.250 top5 0.781 | Epoch: [57][136/553] Time 2.452 Data 0.001 Err 0.1702 top1 3.125 top5 0.781 | Epoch: [57][137/553] Time 2.452 Data 0.001 Err 0.3059 top1 10.156 top5 2.344 | Epoch: [57][138/553] Time 2.503 Data 0.000 Err 0.2135 top1 5.469 top5 0.781 | Epoch: [57][139/553] Time 2.479 Data 0.001 Err 0.2412 top1 6.250 top5 0.781 | Epoch: [57][140/553] Time 2.446 Data 0.001 Err 0.3450 top1 9.375 top5 1.562 | Epoch: [57][141/553] Time 2.442 Data 0.001 Err 0.3002 top1 7.031 top5 2.344 | Epoch: [57][142/553] Time 2.500 Data 0.001 Err 0.2740 top1 7.031 top5 2.344 | Epoch: [57][143/553] Time 2.446 Data 0.001 Err 0.2613 top1 7.031 top5 2.344 | Epoch: [57][144/553] Time 2.445 Data 0.001 Err 0.4060 top1 10.156 top5 4.688 | Epoch: [57][145/553] Time 2.512 Data 0.001 Err 0.4391 top1 11.719 top5 4.688 | Epoch: [57][146/553] Time 2.443 Data 0.001 Err 0.3942 top1 10.156 top5 3.906 | Epoch: [57][147/553] Time 2.469 Data 0.000 Err 0.2464 top1 7.031 top5 1.562 | Epoch: [57][148/553] Time 2.515 Data 0.000 Err 0.2771 top1 6.250 top5 2.344 | Epoch: [57][149/553] Time 2.514 Data 0.000 Err 0.2091 top1 6.250 top5 0.781 | Epoch: [57][150/553] Time 2.510 Data 0.001 Err 0.2564 top1 7.812 top5 0.781 | Epoch: [57][151/553] Time 2.446 Data 0.001 Err 0.3228 top1 9.375 top5 1.562 | Epoch: [57][152/553] Time 2.440 Data 0.001 Err 0.3564 top1 11.719 top5 2.344 | Epoch: [57][153/553] Time 2.462 Data 0.001 Err 0.1914 top1 6.250 top5 0.781 | Epoch: [57][154/553] Time 2.475 Data 0.001 Err 0.2153 top1 5.469 top5 1.562 | Epoch: [57][155/553] Time 2.460 Data 0.001 Err 0.3200 top1 10.156 top5 1.562 | Epoch: [57][156/553] Time 2.456 Data 0.000 Err 0.3071 top1 7.812 top5 2.344 | Epoch: [57][157/553] Time 2.450 Data 0.001 Err 0.2303 top1 7.031 top5 1.562 | Epoch: [57][158/553] Time 2.440 Data 0.000 Err 0.3496 top1 10.156 top5 1.562 | Epoch: [57][159/553] Time 2.440 Data 0.001 Err 0.2310 top1 7.031 top5 0.781 | Epoch: [57][160/553] Time 2.449 Data 0.001 Err 0.2981 top1 10.938 top5 2.344 | Epoch: [57][161/553] Time 2.435 Data 0.001 Err 0.3145 top1 8.594 top5 1.562 | Epoch: [57][162/553] Time 2.445 Data 0.001 Err 0.1810 top1 4.688 top5 1.562 | Epoch: [57][163/553] Time 2.451 Data 0.001 Err 0.3138 top1 7.031 top5 3.906 | Epoch: [57][164/553] Time 2.448 Data 0.001 Err 0.2466 top1 6.250 top5 2.344 | Epoch: [57][165/553] Time 2.448 Data 0.001 Err 0.2018 top1 5.469 top5 0.781 | Epoch: [57][166/553] Time 2.518 Data 0.001 Err 0.3159 top1 7.812 top5 2.344 | Epoch: [57][167/553] Time 2.437 Data 0.001 Err 0.2633 top1 8.594 top5 1.562 | Epoch: [57][168/553] Time 2.469 Data 0.001 Err 0.3246 top1 9.375 top5 3.906 | Epoch: [57][169/553] Time 2.460 Data 0.001 Err 0.3589 top1 10.156 top5 2.344 | Epoch: [57][170/553] Time 2.438 Data 0.001 Err 0.3150 top1 8.594 top5 1.562 | Epoch: [57][171/553] Time 2.446 Data 0.001 Err 0.2209 top1 6.250 top5 0.000 | Epoch: [57][172/553] Time 2.438 Data 0.001 Err 0.3077 top1 8.594 top5 2.344 | Epoch: [57][173/553] Time 2.465 Data 0.001 Err 0.2471 top1 7.031 top5 0.781 | Epoch: [57][174/553] Time 2.494 Data 0.001 Err 0.2526 top1 7.031 top5 1.562 | Epoch: [57][175/553] Time 2.484 Data 0.001 Err 0.2358 top1 6.250 top5 1.562 | Epoch: [57][176/553] Time 2.508 Data 0.001 Err 0.2809 top1 7.812 top5 2.344 | Epoch: [57][177/553] Time 2.484 Data 0.001 Err 0.2871 top1 7.812 top5 2.344 | Epoch: [57][178/553] Time 2.506 Data 0.001 Err 0.2794 top1 7.031 top5 0.781 | Epoch: [57][179/553] Time 2.443 Data 0.001 Err 0.3143 top1 10.156 top5 3.125 | Epoch: [57][180/553] Time 2.439 Data 0.001 Err 0.1928 top1 6.250 top5 0.781 | Epoch: [57][181/553] Time 2.436 Data 0.001 Err 0.2884 top1 7.031 top5 1.562 | Epoch: [57][182/553] Time 2.466 Data 0.001 Err 0.4150 top1 11.719 top5 4.688 | Epoch: [57][183/553] Time 2.487 Data 0.001 Err 0.2868 top1 6.250 top5 2.344 | Epoch: [57][184/553] Time 2.481 Data 0.001 Err 0.4868 top1 11.719 top5 6.250 | Epoch: [57][185/553] Time 2.474 Data 0.001 Err 0.3901 top1 7.812 top5 5.469 | Epoch: [57][186/553] Time 2.469 Data 0.001 Err 0.1870 top1 5.469 top5 0.781 | Epoch: [57][187/553] Time 2.475 Data 0.001 Err 0.2954 top1 7.031 top5 3.125 | Epoch: [57][188/553] Time 2.438 Data 0.001 Err 0.3097 top1 6.250 top5 3.125 | Epoch: [57][189/553] Time 2.462 Data 0.001 Err 0.3498 top1 11.719 top5 2.344 | Epoch: [57][190/553] Time 2.441 Data 0.001 Err 0.3868 top1 7.812 top5 3.906 | Epoch: [57][191/553] Time 2.483 Data 0.001 Err 0.1109 top1 2.344 top5 0.000 | Epoch: [57][192/553] Time 2.434 Data 0.001 Err 0.2090 top1 6.250 top5 0.781 | Epoch: [57][193/553] Time 2.475 Data 0.001 Err 0.4956 top1 14.062 top5 3.125 | Epoch: [57][194/553] Time 2.475 Data 0.001 Err 0.1902 top1 7.031 top5 0.781 | Epoch: [57][195/553] Time 2.440 Data 0.000 Err 0.1682 top1 4.688 top5 0.000 | Epoch: [57][196/553] Time 2.436 Data 0.001 Err 0.2553 top1 8.594 top5 1.562 | Epoch: [57][197/553] Time 2.433 Data 0.000 Err 0.2101 top1 4.688 top5 1.562 | Epoch: [57][198/553] Time 2.444 Data 0.001 Err 0.2586 top1 7.031 top5 0.781 | Epoch: [57][199/553] Time 2.443 Data 0.001 Err 0.2227 top1 5.469 top5 1.562 | Epoch: [57][200/553] Time 2.465 Data 0.001 Err 0.2466 top1 6.250 top5 1.562 | Epoch: [57][201/553] Time 2.483 Data 0.001 Err 0.1739 top1 4.688 top5 0.781 | Epoch: [57][202/553] Time 2.499 Data 0.001 Err 0.2883 top1 6.250 top5 3.125 | Epoch: [57][203/553] Time 2.487 Data 0.001 Err 0.2401 top1 6.250 top5 2.344 | Epoch: [57][204/553] Time 2.512 Data 0.001 Err 0.4905 top1 14.062 top5 3.125 | Epoch: [57][205/553] Time 2.446 Data 0.000 Err 0.1679 top1 3.125 top5 0.781 | Epoch: [57][206/553] Time 2.444 Data 0.000 Err 0.2860 top1 6.250 top5 3.906 | Epoch: [57][207/553] Time 2.436 Data 0.001 Err 0.4583 top1 11.719 top5 4.688 | Epoch: [57][208/553] Time 2.468 Data 0.001 Err 0.2470 top1 7.812 top5 2.344 | Epoch: [57][209/553] Time 2.485 Data 0.001 Err 0.2720 top1 5.469 top5 2.344 | Epoch: [57][210/553] Time 2.440 Data 0.001 Err 0.3059 top1 8.594 top5 1.562 | Epoch: [57][211/553] Time 2.432 Data 0.001 Err 0.1629 top1 3.125 top5 0.781 | Epoch: [57][212/553] Time 2.447 Data 0.000 Err 0.1605 top1 1.562 top5 1.562 | Epoch: [57][213/553] Time 2.479 Data 0.001 Err 0.3683 top1 9.375 top5 3.906 | Epoch: [57][214/553] Time 2.435 Data 0.001 Err 0.2637 top1 7.031 top5 2.344 | Epoch: [57][215/553] Time 2.479 Data 0.001 Err 0.2447 top1 5.469 top5 2.344 | Epoch: [57][216/553] Time 2.467 Data 0.001 Err 0.3381 top1 8.594 top5 4.688 | Epoch: [57][217/553] Time 2.474 Data 0.001 Err 0.3066 top1 9.375 top5 1.562 | Epoch: [57][218/553] Time 2.453 Data 0.001 Err 0.2712 top1 9.375 top5 2.344 | Epoch: [57][219/553] Time 2.502 Data 0.001 Err 0.2209 top1 6.250 top5 3.125 | Epoch: [57][220/553] Time 2.437 Data 0.001 Err 0.2045 top1 6.250 top5 0.781 | Epoch: [57][221/553] Time 2.449 Data 0.001 Err 0.1147 top1 3.125 top5 0.000 | Epoch: [57][222/553] Time 2.505 Data 0.001 Err 0.3008 top1 9.375 top5 3.125 | Epoch: [57][223/553] Time 2.470 Data 0.000 Err 0.2864 top1 7.031 top5 3.906 | Epoch: [57][224/553] Time 2.453 Data 0.000 Err 0.2793 top1 4.688 top5 2.344 | Epoch: [57][225/553] Time 2.495 Data 0.000 Err 0.3055 top1 7.031 top5 1.562 | Epoch: [57][226/553] Time 2.469 Data 0.001 Err 0.2004 top1 3.906 top5 1.562 | Epoch: [57][227/553] Time 2.507 Data 0.001 Err 0.2314 top1 7.031 top5 2.344 | Epoch: [57][228/553] Time 2.448 Data 0.001 Err 0.2695 top1 6.250 top5 3.906 | Epoch: [57][229/553] Time 2.439 Data 0.001 Err 0.2670 top1 8.594 top5 0.781 | Epoch: [57][230/553] Time 2.443 Data 0.001 Err 0.1608 top1 5.469 top5 0.781 | Epoch: [57][231/553] Time 2.503 Data 0.001 Err 0.3578 top1 8.594 top5 3.906 | Epoch: [57][232/553] Time 2.449 Data 0.001 Err 0.3524 top1 8.594 top5 1.562 | Epoch: [57][233/553] Time 2.512 Data 0.001 Err 0.2280 top1 6.250 top5 2.344 | Epoch: [57][234/553] Time 2.437 Data 0.001 Err 0.2801 top1 7.812 top5 3.125 | Epoch: [57][235/553] Time 2.444 Data 0.001 Err 0.3437 top1 9.375 top5 2.344 | Epoch: [57][236/553] Time 2.443 Data 0.001 Err 0.3183 top1 7.812 top5 1.562 | Epoch: [57][237/553] Time 2.477 Data 0.001 Err 0.3491 top1 9.375 top5 3.125 | Epoch: [57][238/553] Time 2.440 Data 0.001 Err 0.1902 top1 5.469 top5 0.781 | Epoch: [57][239/553] Time 2.456 Data 0.001 Err 0.3144 top1 7.812 top5 2.344 | Epoch: [57][240/553] Time 2.461 Data 0.001 Err 0.2014 top1 5.469 top5 0.781 | Epoch: [57][241/553] Time 2.440 Data 0.001 Err 0.2811 top1 7.031 top5 1.562 | Epoch: [57][242/553] Time 2.450 Data 0.000 Err 0.2489 top1 6.250 top5 1.562 | Epoch: [57][243/553] Time 2.447 Data 0.001 Err 0.2159 top1 4.688 top5 0.781 | Epoch: [57][244/553] Time 2.477 Data 0.001 Err 0.2310 top1 5.469 top5 1.562 | Epoch: [57][245/553] Time 2.444 Data 0.001 Err 0.3087 top1 5.469 top5 3.906 | Epoch: [57][246/553] Time 2.463 Data 0.001 Err 0.1925 top1 7.031 top5 0.000 | Epoch: [57][247/553] Time 2.437 Data 0.001 Err 0.2344 top1 4.688 top5 1.562 | Epoch: [57][248/553] Time 2.476 Data 0.001 Err 0.2934 top1 7.031 top5 2.344 | Epoch: [57][249/553] Time 2.441 Data 0.001 Err 0.3540 top1 8.594 top5 3.906 | Epoch: [57][250/553] Time 2.470 Data 0.001 Err 0.1794 top1 2.344 top5 1.562 | Epoch: [57][251/553] Time 2.442 Data 0.001 Err 0.2020 top1 5.469 top5 1.562 | Epoch: [57][252/553] Time 2.461 Data 0.001 Err 0.3451 top1 9.375 top5 3.906 | Epoch: [57][253/553] Time 2.446 Data 0.001 Err 0.3256 top1 9.375 top5 2.344 | Epoch: [57][254/553] Time 2.440 Data 0.001 Err 0.3134 top1 7.031 top5 2.344 | Epoch: [57][255/553] Time 2.499 Data 0.001 Err 0.3341 top1 10.938 top5 3.125 | Epoch: [57][256/553] Time 2.486 Data 0.001 Err 0.3484 top1 8.594 top5 2.344 | Epoch: [57][257/553] Time 2.439 Data 0.001 Err 0.3389 top1 10.938 top5 1.562 | Epoch: [57][258/553] Time 2.445 Data 0.003 Err 0.2467 top1 5.469 top5 2.344 | Epoch: [57][259/553] Time 2.435 Data 0.001 Err 0.2839 top1 4.688 top5 3.906 | Epoch: [57][260/553] Time 2.445 Data 0.000 Err 0.2668 top1 7.812 top5 1.562 | Epoch: [57][261/553] Time 2.441 Data 0.001 Err 0.2159 top1 6.250 top5 2.344 | Epoch: [57][262/553] Time 2.441 Data 0.001 Err 0.2339 top1 4.688 top5 2.344 | Epoch: [57][263/553] Time 2.513 Data 0.000 Err 0.3679 top1 8.594 top5 3.125 | Epoch: [57][264/553] Time 2.440 Data 0.001 Err 0.4796 top1 12.500 top5 4.688 | Epoch: [57][265/553] Time 2.511 Data 0.001 Err 0.2972 top1 9.375 top5 2.344 | Epoch: [57][266/553] Time 2.435 Data 0.001 Err 0.1686 top1 6.250 top5 0.000 | Epoch: [57][267/553] Time 2.441 Data 0.001 Err 0.2507 top1 5.469 top5 3.125 | Epoch: [57][268/553] Time 2.477 Data 0.001 Err 0.2141 top1 4.688 top5 0.781 | Epoch: [57][269/553] Time 2.504 Data 0.001 Err 0.3305 top1 10.156 top5 3.906 | Epoch: [57][270/553] Time 2.441 Data 0.001 Err 0.2634 top1 8.594 top5 0.000 | Epoch: [57][271/553] Time 2.436 Data 0.001 Err 0.2397 top1 5.469 top5 3.125 | Epoch: [57][272/553] Time 2.439 Data 0.001 Err 0.2935 top1 10.938 top5 0.000 | Epoch: [57][273/553] Time 2.464 Data 0.000 Err 0.3346 top1 8.594 top5 3.125 | Epoch: [57][274/553] Time 2.446 Data 0.001 Err 0.3496 top1 10.156 top5 1.562 | Epoch: [57][275/553] Time 2.441 Data 0.001 Err 0.2712 top1 5.469 top5 2.344 | Epoch: [57][276/553] Time 2.458 Data 0.001 Err 0.2600 top1 7.812 top5 1.562 | Epoch: [57][277/553] Time 2.438 Data 0.001 Err 0.3251 top1 6.250 top5 2.344 | Epoch: [57][278/553] Time 2.455 Data 0.001 Err 0.1736 top1 3.906 top5 0.781 | Epoch: [57][279/553] Time 2.449 Data 0.001 Err 0.3432 top1 10.938 top5 3.125 | Epoch: [57][280/553] Time 2.456 Data 0.001 Err 0.1990 top1 5.469 top5 2.344 | Epoch: [57][281/553] Time 2.445 Data 0.001 Err 0.3659 top1 8.594 top5 3.125 | Epoch: [57][282/553] Time 2.448 Data 0.001 Err 0.3569 top1 8.594 top5 1.562 | Epoch: [57][283/553] Time 2.465 Data 0.001 Err 0.3035 top1 7.812 top5 2.344 | Epoch: [57][284/553] Time 2.477 Data 0.001 Err 0.2315 top1 7.031 top5 2.344 | Epoch: [57][285/553] Time 2.440 Data 0.001 Err 0.2757 top1 7.812 top5 1.562 | Epoch: [57][286/553] Time 2.440 Data 0.001 Err 0.3337 top1 10.156 top5 2.344 | Epoch: [57][287/553] Time 2.440 Data 0.001 Err 0.1820 top1 4.688 top5 2.344 | Epoch: [57][288/553] Time 2.436 Data 0.001 Err 0.3584 top1 10.156 top5 2.344 | Epoch: [57][289/553] Time 2.457 Data 0.001 Err 0.3424 top1 9.375 top5 2.344 | Epoch: [57][290/553] Time 2.437 Data 0.001 Err 0.2218 top1 5.469 top5 0.781 | Epoch: [57][291/553] Time 2.464 Data 0.001 Err 0.2727 top1 5.469 top5 0.781 | Epoch: [57][292/553] Time 2.470 Data 0.000 Err 0.3571 top1 10.156 top5 2.344 | Epoch: [57][293/553] Time 2.460 Data 0.001 Err 0.4656 top1 12.500 top5 3.125 | Epoch: [57][294/553] Time 2.446 Data 0.001 Err 0.2065 top1 6.250 top5 1.562 | Epoch: [57][295/553] Time 2.507 Data 0.001 Err 0.2227 top1 5.469 top5 0.781 | Epoch: [57][296/553] Time 2.508 Data 0.001 Err 0.3027 top1 7.031 top5 1.562 | Epoch: [57][297/553] Time 2.469 Data 0.001 Err 0.1390 top1 3.906 top5 0.000 | Epoch: [57][298/553] Time 2.447 Data 0.001 Err 0.4007 top1 10.156 top5 2.344 | Epoch: [57][299/553] Time 2.458 Data 0.001 Err 0.3380 top1 8.594 top5 2.344 | Epoch: [57][300/553] Time 2.436 Data 0.001 Err 0.2845 top1 9.375 top5 2.344 | Epoch: [57][301/553] Time 2.438 Data 0.001 Err 0.2681 top1 5.469 top5 2.344 | Epoch: [57][302/553] Time 2.445 Data 0.001 Err 0.2088 top1 5.469 top5 0.781 | Epoch: [57][303/553] Time 2.494 Data 0.001 Err 0.3139 top1 7.031 top5 2.344 | Epoch: [57][304/553] Time 2.444 Data 0.000 Err 0.2486 top1 8.594 top5 1.562 | Epoch: [57][305/553] Time 2.449 Data 0.001 Err 0.2565 top1 6.250 top5 1.562 | Epoch: [57][306/553] Time 2.443 Data 0.001 Err 0.2855 top1 8.594 top5 0.781 | Epoch: [57][307/553] Time 2.441 Data 0.001 Err 0.2305 top1 6.250 top5 1.562 | Epoch: [57][308/553] Time 2.442 Data 0.001 Err 0.1956 top1 5.469 top5 1.562 | Epoch: [57][309/553] Time 2.448 Data 0.000 Err 0.1973 top1 7.031 top5 0.000 | Epoch: [57][310/553] Time 2.436 Data 0.001 Err 0.1872 top1 5.469 top5 1.562 | Epoch: [57][311/553] Time 2.457 Data 0.001 Err 0.4484 top1 12.500 top5 3.125 | Epoch: [57][312/553] Time 2.455 Data 0.001 Err 0.1805 top1 4.688 top5 0.781 | Epoch: [57][313/553] Time 2.457 Data 0.001 Err 0.3669 top1 10.156 top5 3.906 | Epoch: [57][314/553] Time 2.444 Data 0.001 Err 0.3602 top1 10.156 top5 3.906 | Epoch: [57][315/553] Time 2.460 Data 0.001 Err 0.2390 top1 5.469 top5 1.562 | Epoch: [57][316/553] Time 2.521 Data 0.001 Err 0.3687 top1 11.719 top5 1.562 | Epoch: [57][317/553] Time 2.468 Data 0.001 Err 0.3027 top1 7.031 top5 3.906 | Epoch: [57][318/553] Time 2.441 Data 0.001 Err 0.3379 top1 9.375 top5 3.125 | Epoch: [57][319/553] Time 2.446 Data 0.001 Err 0.4430 top1 10.156 top5 5.469 | Epoch: [57][320/553] Time 2.445 Data 0.001 Err 0.2155 top1 7.031 top5 0.781 | Epoch: [57][321/553] Time 2.437 Data 0.001 Err 0.3998 top1 10.156 top5 2.344 | Epoch: [57][322/553] Time 2.441 Data 0.001 Err 0.3365 top1 8.594 top5 2.344 | Epoch: [57][323/553] Time 2.448 Data 0.001 Err 0.2033 top1 6.250 top5 1.562 | Epoch: [57][324/553] Time 2.455 Data 0.001 Err 0.1553 top1 3.906 top5 0.000 | Epoch: [57][325/553] Time 2.487 Data 0.006 Err 0.1971 top1 4.688 top5 1.562 | Epoch: [57][326/553] Time 2.441 Data 0.001 Err 0.2248 top1 8.594 top5 0.781 | Epoch: [57][327/553] Time 2.443 Data 0.001 Err 0.2017 top1 5.469 top5 0.781 | Epoch: [57][328/553] Time 2.446 Data 0.001 Err 0.2834 top1 5.469 top5 3.125 | Epoch: [57][329/553] Time 2.458 Data 0.001 Err 0.3250 top1 8.594 top5 2.344 | Epoch: [57][330/553] Time 2.467 Data 0.001 Err 0.2369 top1 6.250 top5 1.562 | Epoch: [57][331/553] Time 2.455 Data 0.001 Err 0.3937 top1 7.812 top5 3.906 | Epoch: [57][332/553] Time 2.431 Data 0.001 Err 0.2020 top1 5.469 top5 0.781 | Epoch: [57][333/553] Time 2.441 Data 0.001 Err 0.2544 top1 8.594 top5 0.781 | Epoch: [57][334/553] Time 2.445 Data 0.001 Err 0.2931 top1 9.375 top5 3.125 | Epoch: [57][335/553] Time 2.446 Data 0.001 Err 0.1895 top1 3.906 top5 0.781 | Epoch: [57][336/553] Time 2.438 Data 0.001 Err 0.2370 top1 6.250 top5 3.125 | Epoch: [57][337/553] Time 2.447 Data 0.000 Err 0.2359 top1 7.812 top5 0.781 | Epoch: [57][338/553] Time 2.442 Data 0.001 Err 0.2493 top1 7.812 top5 1.562 | Epoch: [57][339/553] Time 2.436 Data 0.001 Err 0.4659 top1 10.156 top5 4.688 | Epoch: [57][340/553] Time 2.450 Data 0.001 Err 0.3239 top1 7.812 top5 2.344 | Epoch: [57][341/553] Time 2.468 Data 0.001 Err 0.1998 top1 5.469 top5 1.562 | Epoch: [57][342/553] Time 2.437 Data 0.001 Err 0.3154 top1 5.469 top5 3.906 | Epoch: [57][343/553] Time 2.437 Data 0.001 Err 0.1999 top1 5.469 top5 1.562 | Epoch: [57][344/553] Time 2.469 Data 0.001 Err 0.2770 top1 7.812 top5 2.344 | Epoch: [57][345/553] Time 2.440 Data 0.000 Err 0.2845 top1 8.594 top5 1.562 | Epoch: [57][346/553] Time 2.442 Data 0.001 Err 0.3178 top1 10.156 top5 2.344 | Epoch: [57][347/553] Time 2.438 Data 0.001 Err 0.3811 top1 8.594 top5 3.906 | Epoch: [57][348/553] Time 2.474 Data 0.001 Err 0.3127 top1 7.031 top5 3.125 | Epoch: [57][349/553] Time 2.442 Data 0.001 Err 0.2519 top1 7.031 top5 1.562 | Epoch: [57][350/553] Time 2.436 Data 0.001 Err 0.2617 top1 6.250 top5 2.344 | Epoch: [57][351/553] Time 2.446 Data 0.001 Err 0.4290 top1 12.500 top5 2.344 | Epoch: [57][352/553] Time 2.469 Data 0.001 Err 0.2963 top1 7.031 top5 3.906 | Epoch: [57][353/553] Time 2.438 Data 0.001 Err 0.2069 top1 7.812 top5 0.781 | Epoch: [57][354/553] Time 2.439 Data 0.001 Err 0.2721 top1 7.031 top5 3.125 | Epoch: [57][355/553] Time 2.442 Data 0.000 Err 0.3271 top1 9.375 top5 1.562 | Epoch: [57][356/553] Time 2.462 Data 0.001 Err 0.4821 top1 10.938 top5 5.469 | Epoch: [57][357/553] Time 2.439 Data 0.000 Err 0.2851 top1 7.812 top5 0.781 | Epoch: [57][358/553] Time 2.461 Data 0.001 Err 0.2337 top1 8.594 top5 0.000 | Epoch: [57][359/553] Time 2.436 Data 0.001 Err 0.2556 top1 6.250 top5 1.562 | Epoch: [57][360/553] Time 2.435 Data 0.001 Err 0.2701 top1 8.594 top5 1.562 | Epoch: [57][361/553] Time 2.450 Data 0.001 Err 0.2380 top1 6.250 top5 1.562 | Epoch: [57][362/553] Time 2.444 Data 0.001 Err 0.3626 top1 10.156 top5 3.125 | Epoch: [57][363/553] Time 2.437 Data 0.001 Err 0.2632 top1 8.594 top5 1.562 | Epoch: [57][364/553] Time 2.435 Data 0.001 Err 0.1640 top1 3.906 top5 0.781 | Epoch: [57][365/553] Time 2.470 Data 0.001 Err 0.4678 top1 12.500 top5 6.250 | Epoch: [57][366/553] Time 2.448 Data 0.001 Err 0.2504 top1 7.031 top5 2.344 | Epoch: [57][367/553] Time 2.461 Data 0.001 Err 0.3340 top1 9.375 top5 3.906 | Epoch: [57][368/553] Time 2.452 Data 0.001 Err 0.3773 top1 10.938 top5 3.125 | Epoch: [57][369/553] Time 2.462 Data 0.001 Err 0.2818 top1 7.031 top5 2.344 | Epoch: [57][370/553] Time 2.498 Data 0.001 Err 0.3626 top1 9.375 top5 3.125 | Epoch: [57][371/553] Time 2.439 Data 0.001 Err 0.4641 top1 12.500 top5 6.250 | Epoch: [57][372/553] Time 2.433 Data 0.001 Err 0.3677 top1 10.938 top5 2.344 | Epoch: [57][373/553] Time 2.476 Data 0.001 Err 0.2785 top1 7.031 top5 1.562 | Epoch: [57][374/553] Time 2.439 Data 0.001 Err 0.2819 top1 7.812 top5 2.344 | Epoch: [57][375/553] Time 2.466 Data 0.001 Err 0.3729 top1 7.031 top5 3.906 | Epoch: [57][376/553] Time 2.441 Data 0.000 Err 0.3111 top1 9.375 top5 1.562 | Epoch: [57][377/553] Time 2.466 Data 0.001 Err 0.1157 top1 2.344 top5 0.781 | Epoch: [57][378/553] Time 2.480 Data 0.001 Err 0.3206 top1 10.156 top5 3.125 | Epoch: [57][379/553] Time 2.456 Data 0.001 Err 0.3130 top1 8.594 top5 3.906 | Epoch: [57][380/553] Time 2.450 Data 0.000 Err 0.3871 top1 7.812 top5 3.125 | Epoch: [57][381/553] Time 2.495 Data 0.001 Err 0.3635 top1 6.250 top5 3.125 | Epoch: [57][382/553] Time 2.474 Data 0.001 Err 0.3194 top1 7.812 top5 3.125 | Epoch: [57][383/553] Time 2.472 Data 0.001 Err 0.1757 top1 3.906 top5 1.562 | Epoch: [57][384/553] Time 2.449 Data 0.001 Err 0.2483 top1 6.250 top5 0.781 | Epoch: [57][385/553] Time 2.505 Data 0.001 Err 0.1880 top1 4.688 top5 1.562 | Epoch: [57][386/553] Time 2.467 Data 0.001 Err 0.2418 top1 7.031 top5 1.562 | Epoch: [57][387/553] Time 2.442 Data 0.001 Err 0.2272 top1 6.250 top5 1.562 | Epoch: [57][388/553] Time 2.443 Data 0.001 Err 0.1819 top1 4.688 top5 0.000 | Epoch: [57][389/553] Time 2.475 Data 0.001 Err 0.2115 top1 4.688 top5 1.562 | Epoch: [57][390/553] Time 2.481 Data 0.000 Err 0.2311 top1 6.250 top5 0.781 | Epoch: [57][391/553] Time 2.474 Data 0.001 Err 0.2075 top1 4.688 top5 1.562 | Epoch: [57][392/553] Time 2.439 Data 0.001 Err 0.4438 top1 12.500 top5 4.688 | Epoch: [57][393/553] Time 2.435 Data 0.001 Err 0.3194 top1 7.031 top5 2.344 | Epoch: [57][394/553] Time 2.480 Data 0.001 Err 0.2212 top1 3.906 top5 1.562 | Epoch: [57][395/553] Time 2.495 Data 0.001 Err 0.2816 top1 7.031 top5 1.562 | Epoch: [57][396/553] Time 2.441 Data 0.000 Err 0.2730 top1 7.031 top5 0.781 | Epoch: [57][397/553] Time 2.454 Data 0.001 Err 0.1965 top1 3.125 top5 0.781 | Epoch: [57][398/553] Time 2.434 Data 0.001 Err 0.2978 top1 8.594 top5 2.344 | Epoch: [57][399/553] Time 2.468 Data 0.001 Err 0.2969 top1 8.594 top5 0.781 | Epoch: [57][400/553] Time 2.448 Data 0.001 Err 0.2976 top1 8.594 top5 1.562 | Epoch: [57][401/553] Time 2.444 Data 0.001 Err 0.2372 top1 6.250 top5 2.344 | Epoch: [57][402/553] Time 2.479 Data 0.001 Err 0.2706 top1 7.031 top5 2.344 | Epoch: [57][403/553] Time 2.506 Data 0.001 Err 0.1949 top1 5.469 top5 0.781 | Epoch: [57][404/553] Time 2.458 Data 0.000 Err 0.2764 top1 8.594 top5 2.344 | Epoch: [57][405/553] Time 2.477 Data 0.001 Err 0.4360 top1 7.812 top5 3.906 | Epoch: [57][406/553] Time 2.437 Data 0.001 Err 0.4611 top1 13.281 top5 4.688 | Epoch: [57][407/553] Time 2.437 Data 0.001 Err 0.2518 top1 7.031 top5 1.562 | Epoch: [57][408/553] Time 2.483 Data 0.001 Err 0.3652 top1 9.375 top5 2.344 | Epoch: [57][409/553] Time 2.451 Data 0.001 Err 0.3785 top1 10.156 top5 2.344 | Epoch: [57][410/553] Time 2.504 Data 0.001 Err 0.4392 top1 8.594 top5 3.125 | Epoch: [57][411/553] Time 2.454 Data 0.001 Err 0.3197 top1 10.156 top5 1.562 | Epoch: [57][412/553] Time 2.438 Data 0.001 Err 0.2436 top1 6.250 top5 0.781 | Epoch: [57][413/553] Time 2.457 Data 0.001 Err 0.4042 top1 10.156 top5 3.906 | Epoch: [57][414/553] Time 2.459 Data 0.001 Err 0.1776 top1 3.906 top5 0.781 | Epoch: [57][415/553] Time 2.466 Data 0.001 Err 0.2939 top1 5.469 top5 3.125 | Epoch: [57][416/553] Time 2.455 Data 0.001 Err 0.3155 top1 7.031 top5 2.344 | Epoch: [57][417/553] Time 2.448 Data 0.001 Err 0.2934 top1 7.031 top5 2.344 | Epoch: [57][418/553] Time 2.442 Data 0.001 Err 0.2749 top1 6.250 top5 3.906 | Epoch: [57][419/553] Time 2.449 Data 0.001 Err 0.2169 top1 6.250 top5 2.344 | Epoch: [57][420/553] Time 2.446 Data 0.001 Err 0.1723 top1 5.469 top5 0.781 | Epoch: [57][421/553] Time 2.440 Data 0.001 Err 0.3311 top1 10.938 top5 3.125 | Epoch: [57][422/553] Time 2.438 Data 0.001 Err 0.2654 top1 6.250 top5 1.562 | Epoch: [57][423/553] Time 2.472 Data 0.001 Err 0.2490 top1 7.812 top5 1.562 | Epoch: [57][424/553] Time 2.438 Data 0.001 Err 0.3571 top1 10.156 top5 3.125 | Epoch: [57][425/553] Time 2.482 Data 0.001 Err 0.1150 top1 2.344 top5 0.000 | Epoch: [57][426/553] Time 2.434 Data 0.001 Err 0.1826 top1 3.125 top5 0.781 | Epoch: [57][427/553] Time 2.471 Data 0.001 Err 0.3432 top1 9.375 top5 3.125 | Epoch: [57][428/553] Time 2.439 Data 0.001 Err 0.3129 top1 7.812 top5 3.906 | Epoch: [57][429/553] Time 2.445 Data 0.001 Err 0.2898 top1 7.031 top5 1.562 | Epoch: [57][430/553] Time 2.441 Data 0.001 Err 0.2632 top1 7.812 top5 1.562 | Epoch: [57][431/553] Time 2.455 Data 0.000 Err 0.2727 top1 8.594 top5 2.344 | Epoch: [57][432/553] Time 2.472 Data 0.001 Err 0.2285 top1 7.031 top5 1.562 | Epoch: [57][433/553] Time 2.440 Data 0.001 Err 0.3273 top1 9.375 top5 1.562 | Epoch: [57][434/553] Time 2.460 Data 0.001 Err 0.2246 top1 4.688 top5 1.562 | Epoch: [57][435/553] Time 2.479 Data 0.001 Err 0.2860 top1 7.031 top5 1.562 | Epoch: [57][436/553] Time 2.524 Data 0.001 Err 0.1514 top1 4.688 top5 0.781 | Epoch: [57][437/553] Time 2.457 Data 0.001 Err 0.3682 top1 9.375 top5 3.906 | Epoch: [57][438/553] Time 2.465 Data 0.001 Err 0.2479 top1 7.031 top5 2.344 | Epoch: [57][439/553] Time 2.476 Data 0.001 Err 0.2274 top1 5.469 top5 2.344 | Epoch: [57][440/553] Time 2.438 Data 0.001 Err 0.2144 top1 5.469 top5 0.781 | Epoch: [57][441/553] Time 2.510 Data 0.001 Err 0.3492 top1 10.156 top5 2.344 | Epoch: [57][442/553] Time 2.452 Data 0.001 Err 0.2892 top1 7.031 top5 3.125 | Epoch: [57][443/553] Time 2.447 Data 0.000 Err 0.3023 top1 8.594 top5 2.344 | Epoch: [57][444/553] Time 2.439 Data 0.001 Err 0.3408 top1 6.250 top5 2.344 | Epoch: [57][445/553] Time 2.457 Data 0.001 Err 0.3404 top1 7.031 top5 2.344 | Epoch: [57][446/553] Time 2.460 Data 0.001 Err 0.1959 top1 7.031 top5 0.781 | Epoch: [57][447/553] Time 2.443 Data 0.001 Err 0.2041 top1 5.469 top5 1.562 | Epoch: [57][448/553] Time 2.457 Data 0.001 Err 0.3187 top1 7.812 top5 1.562 | Epoch: [57][449/553] Time 2.500 Data 0.001 Err 0.3341 top1 6.250 top5 2.344 | Epoch: [57][450/553] Time 2.506 Data 0.001 Err 0.3292 top1 8.594 top5 2.344 | Epoch: [57][451/553] Time 2.439 Data 0.001 Err 0.2571 top1 3.906 top5 1.562 | Epoch: [57][452/553] Time 2.434 Data 0.001 Err 0.2123 top1 3.906 top5 1.562 | Epoch: [57][453/553] Time 2.504 Data 0.001 Err 0.2194 top1 5.469 top5 0.781 | Epoch: [57][454/553] Time 2.442 Data 0.001 Err 0.4217 top1 13.281 top5 3.125 | Epoch: [57][455/553] Time 2.485 Data 0.001 Err 0.4064 top1 10.156 top5 2.344 | Epoch: [57][456/553] Time 2.436 Data 0.001 Err 0.4259 top1 10.156 top5 4.688 | Epoch: [57][457/553] Time 2.506 Data 0.001 Err 0.3148 top1 9.375 top5 0.781 | Epoch: [57][458/553] Time 2.469 Data 0.001 Err 0.2426 top1 7.031 top5 2.344 | Epoch: [57][459/553] Time 2.438 Data 0.001 Err 0.2708 top1 7.812 top5 2.344 | Epoch: [57][460/553] Time 2.440 Data 0.001 Err 0.3220 top1 8.594 top5 2.344 | Epoch: [57][461/553] Time 2.475 Data 0.001 Err 0.3322 top1 7.812 top5 0.781 | Epoch: [57][462/553] Time 2.480 Data 0.001 Err 0.3038 top1 8.594 top5 3.125 | Epoch: [57][463/553] Time 2.438 Data 0.001 Err 0.2429 top1 3.906 top5 1.562 | Epoch: [57][464/553] Time 2.448 Data 0.001 Err 0.3761 top1 10.938 top5 3.906 | Epoch: [57][465/553] Time 2.514 Data 0.001 Err 0.3843 top1 11.719 top5 3.906 | Epoch: [57][466/553] Time 2.464 Data 0.001 Err 0.2725 top1 7.812 top5 2.344 | Epoch: [57][467/553] Time 2.458 Data 0.001 Err 0.2203 top1 6.250 top5 1.562 | Epoch: [57][468/553] Time 2.494 Data 0.001 Err 0.2307 top1 5.469 top5 2.344 | Epoch: [57][469/553] Time 2.453 Data 0.001 Err 0.3574 top1 7.812 top5 3.125 | Epoch: [57][470/553] Time 2.487 Data 0.001 Err 0.2229 top1 7.812 top5 0.781 | Epoch: [57][471/553] Time 2.442 Data 0.001 Err 0.2081 top1 7.031 top5 0.781 | Epoch: [57][472/553] Time 2.438 Data 0.001 Err 0.2823 top1 4.688 top5 1.562 | Epoch: [57][473/553] Time 2.436 Data 0.001 Err 0.2074 top1 6.250 top5 1.562 | Epoch: [57][474/553] Time 2.470 Data 0.001 Err 0.3225 top1 7.812 top5 3.906 | Epoch: [57][475/553] Time 2.459 Data 0.001 Err 0.1926 top1 3.906 top5 0.781 | Epoch: [57][476/553] Time 2.504 Data 0.001 Err 0.3414 top1 9.375 top5 1.562 | Epoch: [57][477/553] Time 2.461 Data 0.001 Err 0.1234 top1 3.906 top5 0.000 | Epoch: [57][478/553] Time 2.453 Data 0.001 Err 0.3394 top1 10.938 top5 0.781 | Epoch: [57][479/553] Time 2.469 Data 0.001 Err 0.2675 top1 10.156 top5 1.562 | Epoch: [57][480/553] Time 2.442 Data 0.001 Err 0.4241 top1 10.156 top5 3.906 | Epoch: [57][481/553] Time 2.437 Data 0.000 Err 0.4101 top1 12.500 top5 3.125 | Epoch: [57][482/553] Time 2.469 Data 0.001 Err 0.2547 top1 5.469 top5 1.562 | Epoch: [57][483/553] Time 2.442 Data 0.001 Err 0.2635 top1 5.469 top5 2.344 | Epoch: [57][484/553] Time 2.478 Data 0.001 Err 0.3858 top1 10.156 top5 3.125 | Epoch: [57][485/553] Time 2.493 Data 0.001 Err 0.2193 top1 5.469 top5 0.781 | Epoch: [57][486/553] Time 2.445 Data 0.001 Err 0.2955 top1 7.812 top5 2.344 | Epoch: [57][487/553] Time 2.443 Data 0.001 Err 0.4077 top1 10.938 top5 3.906 | Epoch: [57][488/553] Time 2.481 Data 0.001 Err 0.2970 top1 9.375 top5 1.562 | Epoch: [57][489/553] Time 2.462 Data 0.001 Err 0.2519 top1 9.375 top5 0.781 | Epoch: [57][490/553] Time 2.442 Data 0.000 Err 0.1889 top1 4.688 top5 0.781 | Epoch: [57][491/553] Time 2.467 Data 0.000 Err 0.2701 top1 9.375 top5 2.344 | Epoch: [57][492/553] Time 2.445 Data 0.001 Err 0.1302 top1 4.688 top5 0.781 | Epoch: [57][493/553] Time 2.439 Data 0.001 Err 0.3285 top1 7.031 top5 3.906 | Epoch: [57][494/553] Time 2.478 Data 0.001 Err 0.2753 top1 6.250 top5 2.344 | Epoch: [57][495/553] Time 2.435 Data 0.001 Err 0.2766 top1 7.812 top5 2.344 | Epoch: [57][496/553] Time 2.436 Data 0.001 Err 0.3300 top1 10.156 top5 2.344 | Epoch: [57][497/553] Time 2.446 Data 0.001 Err 0.2283 top1 4.688 top5 2.344 | Epoch: [57][498/553] Time 2.436 Data 0.000 Err 0.2722 top1 7.812 top5 2.344 | Epoch: [57][499/553] Time 2.454 Data 0.001 Err 0.3909 top1 10.156 top5 3.906 | Epoch: [57][500/553] Time 2.487 Data 0.001 Err 0.2813 top1 8.594 top5 0.781 | Epoch: [57][501/553] Time 2.452 Data 0.001 Err 0.2405 top1 6.250 top5 0.781 | Epoch: [57][502/553] Time 2.490 Data 0.001 Err 0.3115 top1 7.812 top5 3.906 | Epoch: [57][503/553] Time 2.481 Data 0.001 Err 0.3611 top1 10.938 top5 3.125 | Epoch: [57][504/553] Time 2.506 Data 0.001 Err 0.2653 top1 6.250 top5 3.125 | Epoch: [57][505/553] Time 2.450 Data 0.001 Err 0.2918 top1 8.594 top5 3.125 | Epoch: [57][506/553] Time 2.508 Data 0.001 Err 0.3142 top1 7.812 top5 2.344 | Epoch: [57][507/553] Time 2.440 Data 0.001 Err 0.2913 top1 7.031 top5 1.562 | Epoch: [57][508/553] Time 2.436 Data 0.001 Err 0.3879 top1 10.156 top5 5.469 | Epoch: [57][509/553] Time 2.436 Data 0.001 Err 0.2510 top1 7.031 top5 1.562 | Epoch: [57][510/553] Time 2.463 Data 0.001 Err 0.1930 top1 6.250 top5 1.562 | Epoch: [57][511/553] Time 2.452 Data 0.001 Err 0.1996 top1 5.469 top5 0.781 | Epoch: [57][512/553] Time 2.440 Data 0.001 Err 0.2364 top1 3.906 top5 1.562 | Epoch: [57][513/553] Time 2.469 Data 0.001 Err 0.2036 top1 6.250 top5 1.562 | Epoch: [57][514/553] Time 2.435 Data 0.001 Err 0.3270 top1 9.375 top5 1.562 | Epoch: [57][515/553] Time 2.456 Data 0.001 Err 0.1968 top1 3.906 top5 1.562 | Epoch: [57][516/553] Time 2.435 Data 0.001 Err 0.1496 top1 2.344 top5 0.000 | Epoch: [57][517/553] Time 2.433 Data 0.001 Err 0.2235 top1 6.250 top5 1.562 | Epoch: [57][518/553] Time 2.438 Data 0.001 Err 0.3210 top1 8.594 top5 2.344 | Epoch: [57][519/553] Time 2.491 Data 0.001 Err 0.2501 top1 6.250 top5 3.125 | Epoch: [57][520/553] Time 2.440 Data 0.001 Err 0.2854 top1 7.031 top5 2.344 | Epoch: [57][521/553] Time 2.466 Data 0.001 Err 0.2226 top1 3.906 top5 2.344 | Epoch: [57][522/553] Time 2.460 Data 0.001 Err 0.1530 top1 4.688 top5 0.000 | Epoch: [57][523/553] Time 2.434 Data 0.001 Err 0.2352 top1 6.250 top5 0.781 | Epoch: [57][524/553] Time 2.432 Data 0.001 Err 0.4105 top1 11.719 top5 2.344 | Epoch: [57][525/553] Time 2.437 Data 0.001 Err 0.2066 top1 5.469 top5 0.000 | Epoch: [57][526/553] Time 2.440 Data 0.001 Err 0.3491 top1 9.375 top5 1.562 | Epoch: [57][527/553] Time 2.444 Data 0.001 Err 0.2834 top1 7.812 top5 0.781 | Epoch: [57][528/553] Time 2.485 Data 0.001 Err 0.3984 top1 10.156 top5 3.906 | Epoch: [57][529/553] Time 2.452 Data 0.001 Err 0.2966 top1 8.594 top5 1.562 | Epoch: [57][530/553] Time 2.478 Data 0.001 Err 0.2678 top1 10.156 top5 0.781 | Epoch: [57][531/553] Time 2.437 Data 0.001 Err 0.4288 top1 10.938 top5 6.250 | Epoch: [57][532/553] Time 2.438 Data 0.001 Err 0.3462 top1 9.375 top5 3.125 | Epoch: [57][533/553] Time 2.458 Data 0.001 Err 0.3546 top1 8.594 top5 3.125 | Epoch: [57][534/553] Time 2.444 Data 0.001 Err 0.2750 top1 7.812 top5 3.125 | Epoch: [57][535/553] Time 2.433 Data 0.001 Err 0.2340 top1 6.250 top5 1.562 | Epoch: [57][536/553] Time 2.438 Data 0.001 Err 0.1548 top1 3.125 top5 0.781 | Epoch: [57][537/553] Time 2.473 Data 0.000 Err 0.2043 top1 4.688 top5 0.781 | Epoch: [57][538/553] Time 2.437 Data 0.001 Err 0.1788 top1 6.250 top5 0.781 | Epoch: [57][539/553] Time 2.439 Data 0.000 Err 0.3246 top1 11.719 top5 0.781 | Epoch: [57][540/553] Time 2.435 Data 0.001 Err 0.3374 top1 10.938 top5 2.344 | Epoch: [57][541/553] Time 2.438 Data 0.001 Err 0.2895 top1 8.594 top5 1.562 | Epoch: [57][542/553] Time 2.437 Data 0.001 Err 0.3096 top1 8.594 top5 2.344 | Epoch: [57][543/553] Time 2.435 Data 0.000 Err 0.3420 top1 10.938 top5 0.781 | Epoch: [57][544/553] Time 2.480 Data 0.000 Err 0.3212 top1 8.594 top5 1.562 | Epoch: [57][545/553] Time 2.447 Data 0.000 Err 0.1814 top1 3.125 top5 0.781 | Epoch: [57][546/553] Time 2.437 Data 0.000 Err 0.2593 top1 5.469 top5 3.125 | Epoch: [57][547/553] Time 2.436 Data 0.000 Err 0.3873 top1 9.375 top5 3.125 | Epoch: [57][548/553] Time 2.435 Data 0.000 Err 0.2075 top1 4.688 top5 2.344 | Epoch: [57][549/553] Time 2.444 Data 0.000 Err 0.3403 top1 7.812 top5 3.906 | Epoch: [57][550/553] Time 2.449 Data 0.000 Err 0.3201 top1 8.594 top5 1.562 | Epoch: [57][551/553] Time 2.435 Data 0.000 Err 0.3181 top1 9.375 top5 3.125 | Epoch: [57][552/553] Time 2.442 Data 0.002 Err 0.2413 top1 5.469 top5 1.562 | Epoch: [57][553/553] Time 1.030 Data 0.000 Err 0.1597 top1 0.000 top5 0.000 | Test: [57][1/198] Time 2.186 Data 1.463 top1 17.969 ( 17.969) top5 3.906 ( 3.906) | Test: [57][2/198] Time 0.717 Data 0.001 top1 14.844 ( 16.406) top5 2.344 ( 3.125) | Test: [57][3/198] Time 0.716 Data 0.000 top1 17.188 ( 16.667) top5 2.344 ( 2.865) | Test: [57][4/198] Time 0.716 Data 0.001 top1 10.938 ( 15.234) top5 4.688 ( 3.320) | Test: [57][5/198] Time 0.712 Data 0.001 top1 13.281 ( 14.844) top5 0.781 ( 2.812) | Test: [57][6/198] Time 0.720 Data 0.001 top1 13.281 ( 14.583) top5 4.688 ( 3.125) | Test: [57][7/198] Time 0.711 Data 0.001 top1 16.406 ( 14.844) top5 4.688 ( 3.348) | Test: [57][8/198] Time 0.739 Data 0.001 top1 8.594 ( 14.062) top5 2.344 ( 3.223) | Test: [57][9/198] Time 0.717 Data 0.001 top1 13.281 ( 13.976) top5 3.125 ( 3.212) | Test: [57][10/198] Time 0.719 Data 0.001 top1 10.938 ( 13.672) top5 2.344 ( 3.125) | Test: [57][11/198] Time 0.723 Data 0.001 top1 17.188 ( 13.991) top5 3.125 ( 3.125) | Test: [57][12/198] Time 0.733 Data 0.001 top1 14.062 ( 13.997) top5 3.125 ( 3.125) | Test: [57][13/198] Time 0.724 Data 0.001 top1 17.188 ( 14.243) top5 3.906 ( 3.185) | Test: [57][14/198] Time 0.718 Data 0.001 top1 12.500 ( 14.118) top5 1.562 ( 3.069) | Test: [57][15/198] Time 0.715 Data 0.001 top1 10.938 ( 13.906) top5 1.562 ( 2.969) | Test: [57][16/198] Time 0.718 Data 0.001 top1 12.500 ( 13.818) top5 3.125 ( 2.979) | Test: [57][17/198] Time 0.717 Data 0.001 top1 14.062 ( 13.833) top5 3.125 ( 2.987) | Test: [57][18/198] Time 0.717 Data 0.001 top1 11.719 ( 13.715) top5 2.344 ( 2.951) | Test: [57][19/198] Time 0.720 Data 0.001 top1 15.625 ( 13.816) top5 3.906 ( 3.002) | Test: [57][20/198] Time 0.713 Data 0.001 top1 17.188 ( 13.984) top5 3.125 ( 3.008) | Test: [57][21/198] Time 0.721 Data 0.001 top1 10.156 ( 13.802) top5 2.344 ( 2.976) | Test: [57][22/198] Time 0.718 Data 0.001 top1 14.062 ( 13.814) top5 2.344 ( 2.947) | Test: [57][23/198] Time 0.723 Data 0.001 top1 13.281 ( 13.791) top5 4.688 ( 3.023) | Test: [57][24/198] Time 0.719 Data 0.001 top1 14.062 ( 13.802) top5 3.125 ( 3.027) | Test: [57][25/198] Time 0.724 Data 0.001 top1 14.844 ( 13.844) top5 5.469 ( 3.125) | Test: [57][26/198] Time 0.714 Data 0.001 top1 7.812 ( 13.612) top5 1.562 ( 3.065) | Test: [57][27/198] Time 0.720 Data 0.001 top1 11.719 ( 13.542) top5 2.344 ( 3.038) | Test: [57][28/198] Time 0.716 Data 0.001 top1 14.844 ( 13.588) top5 3.125 ( 3.041) | Test: [57][29/198] Time 0.726 Data 0.001 top1 10.938 ( 13.497) top5 0.781 ( 2.963) | Test: [57][30/198] Time 0.721 Data 0.001 top1 11.719 ( 13.438) top5 3.125 ( 2.969) | Test: [57][31/198] Time 0.718 Data 0.001 top1 10.938 ( 13.357) top5 3.125 ( 2.974) | Test: [57][32/198] Time 0.737 Data 0.001 top1 12.500 ( 13.330) top5 3.125 ( 2.979) | Test: [57][33/198] Time 0.717 Data 0.001 top1 16.406 ( 13.423) top5 3.125 ( 2.983) | Test: [57][34/198] Time 0.721 Data 0.001 top1 14.844 ( 13.465) top5 5.469 ( 3.056) | Test: [57][35/198] Time 0.724 Data 0.001 top1 10.156 ( 13.371) top5 0.000 ( 2.969) | Test: [57][36/198] Time 0.714 Data 0.001 top1 14.062 ( 13.390) top5 3.906 ( 2.995) | Test: [57][37/198] Time 0.719 Data 0.001 top1 10.938 ( 13.323) top5 3.906 ( 3.019) | Test: [57][38/198] Time 0.717 Data 0.001 top1 14.844 ( 13.363) top5 2.344 ( 3.002) | Test: [57][39/198] Time 0.722 Data 0.002 top1 12.500 ( 13.341) top5 2.344 ( 2.985) | Test: [57][40/198] Time 0.723 Data 0.001 top1 14.844 ( 13.379) top5 1.562 ( 2.949) | Test: [57][41/198] Time 0.720 Data 0.001 top1 14.062 ( 13.396) top5 3.125 ( 2.954) | Test: [57][42/198] Time 0.718 Data 0.001 top1 16.406 ( 13.467) top5 2.344 ( 2.939) | Test: [57][43/198] Time 0.723 Data 0.001 top1 14.062 ( 13.481) top5 4.688 ( 2.980) | Test: [57][44/198] Time 0.724 Data 0.001 top1 8.594 ( 13.370) top5 0.781 ( 2.930) | Test: [57][45/198] Time 0.714 Data 0.001 top1 13.281 ( 13.368) top5 3.906 ( 2.951) | Test: [57][46/198] Time 0.717 Data 0.001 top1 11.719 ( 13.332) top5 4.688 ( 2.989) | Test: [57][47/198] Time 0.720 Data 0.001 top1 15.625 ( 13.381) top5 1.562 ( 2.959) | Test: [57][48/198] Time 0.717 Data 0.001 top1 10.156 ( 13.314) top5 3.125 ( 2.962) | Test: [57][49/198] Time 0.724 Data 0.001 top1 10.938 ( 13.265) top5 0.781 ( 2.918) | Test: [57][50/198] Time 0.713 Data 0.001 top1 14.062 ( 13.281) top5 3.906 ( 2.938) | Test: [57][51/198] Time 0.726 Data 0.001 top1 7.812 ( 13.174) top5 2.344 ( 2.926) | Test: [57][52/198] Time 0.718 Data 0.001 top1 12.500 ( 13.161) top5 1.562 ( 2.900) | Test: [57][53/198] Time 0.718 Data 0.001 top1 13.281 ( 13.163) top5 1.562 ( 2.874) | Test: [57][54/198] Time 0.719 Data 0.001 top1 12.500 ( 13.151) top5 0.781 ( 2.836) | Test: [57][55/198] Time 0.717 Data 0.001 top1 20.312 ( 13.281) top5 2.344 ( 2.827) | Test: [57][56/198] Time 0.726 Data 0.001 top1 14.062 ( 13.295) top5 2.344 ( 2.818) | Test: [57][57/198] Time 0.718 Data 0.001 top1 14.062 ( 13.309) top5 1.562 ( 2.796) | Test: [57][58/198] Time 0.724 Data 0.001 top1 9.375 ( 13.241) top5 0.000 ( 2.748) | Test: [57][59/198] Time 0.723 Data 0.001 top1 10.156 ( 13.189) top5 3.125 ( 2.754) | Test: [57][60/198] Time 0.722 Data 0.001 top1 15.625 ( 13.229) top5 3.906 ( 2.773) | Test: [57][61/198] Time 0.727 Data 0.001 top1 15.625 ( 13.268) top5 7.031 ( 2.843) | Test: [57][62/198] Time 0.715 Data 0.001 top1 7.031 ( 13.168) top5 0.781 ( 2.810) | Test: [57][63/198] Time 0.716 Data 0.001 top1 14.062 ( 13.182) top5 2.344 ( 2.803) | Test: [57][64/198] Time 0.716 Data 0.001 top1 15.625 ( 13.220) top5 3.125 ( 2.808) | Test: [57][65/198] Time 0.716 Data 0.001 top1 10.156 ( 13.173) top5 2.344 ( 2.800) | Test: [57][66/198] Time 0.719 Data 0.001 top1 9.375 ( 13.116) top5 3.125 ( 2.805) | Test: [57][67/198] Time 0.714 Data 0.001 top1 11.719 ( 13.095) top5 2.344 ( 2.799) | Test: [57][68/198] Time 0.719 Data 0.001 top1 11.719 ( 13.074) top5 4.688 ( 2.826) | Test: [57][69/198] Time 0.716 Data 0.001 top1 12.500 ( 13.066) top5 3.906 ( 2.842) | Test: [57][70/198] Time 0.718 Data 0.001 top1 14.844 ( 13.092) top5 1.562 ( 2.824) | Test: [57][71/198] Time 0.716 Data 0.001 top1 15.625 ( 13.127) top5 2.344 ( 2.817) | Test: [57][72/198] Time 0.717 Data 0.001 top1 14.844 ( 13.151) top5 3.906 ( 2.832) | Test: [57][73/198] Time 0.720 Data 0.001 top1 13.281 ( 13.153) top5 2.344 ( 2.825) | Test: [57][74/198] Time 0.712 Data 0.001 top1 17.188 ( 13.207) top5 3.125 ( 2.829) | Test: [57][75/198] Time 0.718 Data 0.001 top1 13.281 ( 13.208) top5 3.906 ( 2.844) | Test: [57][76/198] Time 0.717 Data 0.001 top1 9.375 ( 13.158) top5 1.562 ( 2.827) | Test: [57][77/198] Time 0.713 Data 0.001 top1 11.719 ( 13.139) top5 2.344 ( 2.821) | Test: [57][78/198] Time 0.715 Data 0.001 top1 8.594 ( 13.081) top5 0.781 ( 2.794) | Test: [57][79/198] Time 0.722 Data 0.001 top1 10.938 ( 13.054) top5 2.344 ( 2.789) | Test: [57][80/198] Time 0.722 Data 0.001 top1 13.281 ( 13.057) top5 1.562 ( 2.773) | Test: [57][81/198] Time 0.718 Data 0.001 top1 9.375 ( 13.011) top5 0.781 ( 2.749) | Test: [57][82/198] Time 0.723 Data 0.001 top1 12.500 ( 13.005) top5 1.562 ( 2.734) | Test: [57][83/198] Time 0.721 Data 0.001 top1 13.281 ( 13.008) top5 3.125 ( 2.739) | Test: [57][84/198] Time 0.719 Data 0.001 top1 10.156 ( 12.974) top5 3.125 ( 2.744) | Test: [57][85/198] Time 0.723 Data 0.001 top1 14.062 ( 12.987) top5 1.562 ( 2.730) | Test: [57][86/198] Time 0.726 Data 0.001 top1 17.188 ( 13.036) top5 3.906 ( 2.743) | Test: [57][87/198] Time 0.727 Data 0.001 top1 10.938 ( 13.012) top5 3.906 ( 2.757) | Test: [57][88/198] Time 0.731 Data 0.001 top1 14.062 ( 13.024) top5 3.906 ( 2.770) | Test: [57][89/198] Time 0.718 Data 0.001 top1 13.281 ( 13.027) top5 3.125 ( 2.774) | Test: [57][90/198] Time 0.717 Data 0.001 top1 10.156 ( 12.995) top5 2.344 ( 2.769) | Test: [57][91/198] Time 0.717 Data 0.001 top1 11.719 ( 12.981) top5 3.906 ( 2.782) | Test: [57][92/198] Time 0.726 Data 0.001 top1 17.188 ( 13.026) top5 2.344 ( 2.777) | Test: [57][93/198] Time 0.716 Data 0.001 top1 15.625 ( 13.054) top5 5.469 ( 2.806) | Test: [57][94/198] Time 0.717 Data 0.001 top1 8.594 ( 13.007) top5 3.906 ( 2.817) | Test: [57][95/198] Time 0.718 Data 0.001 top1 9.375 ( 12.969) top5 0.781 ( 2.796) | Test: [57][96/198] Time 0.716 Data 0.001 top1 11.719 ( 12.956) top5 2.344 ( 2.791) | Test: [57][97/198] Time 0.717 Data 0.001 top1 17.969 ( 13.007) top5 2.344 ( 2.787) | Test: [57][98/198] Time 0.722 Data 0.001 top1 9.375 ( 12.970) top5 2.344 ( 2.782) | Test: [57][99/198] Time 0.728 Data 0.002 top1 11.719 ( 12.958) top5 3.906 ( 2.794) | Test: [57][100/198] Time 0.715 Data 0.001 top1 9.375 ( 12.922) top5 1.562 ( 2.781) | Test: [57][101/198] Time 0.720 Data 0.001 top1 13.281 ( 12.925) top5 3.125 ( 2.785) | Test: [57][102/198] Time 0.715 Data 0.001 top1 7.812 ( 12.875) top5 1.562 ( 2.773) | Test: [57][103/198] Time 0.717 Data 0.001 top1 11.719 ( 12.864) top5 3.125 ( 2.776) | Test: [57][104/198] Time 0.717 Data 0.001 top1 13.281 ( 12.868) top5 2.344 ( 2.772) | Test: [57][105/198] Time 0.717 Data 0.001 top1 14.062 ( 12.879) top5 1.562 ( 2.760) | Test: [57][106/198] Time 0.733 Data 0.001 top1 12.500 ( 12.876) top5 1.562 ( 2.749) | Test: [57][107/198] Time 0.717 Data 0.001 top1 20.312 ( 12.945) top5 3.125 ( 2.753) | Test: [57][108/198] Time 0.725 Data 0.001 top1 14.062 ( 12.956) top5 3.125 ( 2.756) | Test: [57][109/198] Time 0.724 Data 0.001 top1 11.719 ( 12.944) top5 0.781 ( 2.738) | Test: [57][110/198] Time 0.718 Data 0.001 top1 11.719 ( 12.933) top5 7.031 ( 2.777) | Test: [57][111/198] Time 0.720 Data 0.001 top1 11.719 ( 12.922) top5 3.125 ( 2.780) | Test: [57][112/198] Time 0.739 Data 0.001 top1 10.938 ( 12.905) top5 1.562 ( 2.769) | Test: [57][113/198] Time 0.717 Data 0.001 top1 17.188 ( 12.942) top5 7.031 ( 2.807) | Test: [57][114/198] Time 0.718 Data 0.001 top1 10.156 ( 12.918) top5 2.344 ( 2.803) | Test: [57][115/198] Time 0.714 Data 0.001 top1 13.281 ( 12.921) top5 4.688 ( 2.819) | Test: [57][116/198] Time 0.721 Data 0.001 top1 10.156 ( 12.897) top5 1.562 ( 2.808) | Test: [57][117/198] Time 0.725 Data 0.001 top1 11.719 ( 12.887) top5 2.344 ( 2.804) | Test: [57][118/198] Time 0.719 Data 0.001 top1 13.281 ( 12.891) top5 2.344 ( 2.801) | Test: [57][119/198] Time 0.719 Data 0.001 top1 9.375 ( 12.861) top5 0.000 ( 2.777) | Test: [57][120/198] Time 0.716 Data 0.001 top1 16.406 ( 12.891) top5 3.125 ( 2.780) | Test: [57][121/198] Time 0.723 Data 0.001 top1 17.188 ( 12.926) top5 4.688 ( 2.796) | Test: [57][122/198] Time 0.714 Data 0.002 top1 11.719 ( 12.916) top5 0.000 ( 2.773) | Test: [57][123/198] Time 0.716 Data 0.001 top1 12.500 ( 12.913) top5 2.344 ( 2.769) | Test: [57][124/198] Time 0.710 Data 0.001 top1 16.406 ( 12.941) top5 3.125 ( 2.772) | Test: [57][125/198] Time 0.722 Data 0.001 top1 14.844 ( 12.956) top5 1.562 ( 2.763) | Test: [57][126/198] Time 0.723 Data 0.001 top1 17.188 ( 12.990) top5 3.906 ( 2.772) | Test: [57][127/198] Time 0.722 Data 0.001 top1 11.719 ( 12.980) top5 2.344 ( 2.768) | Test: [57][128/198] Time 0.720 Data 0.001 top1 7.812 ( 12.939) top5 1.562 ( 2.759) | Test: [57][129/198] Time 0.727 Data 0.001 top1 15.625 ( 12.960) top5 3.906 ( 2.768) | Test: [57][130/198] Time 0.718 Data 0.001 top1 11.719 ( 12.951) top5 0.781 ( 2.752) | Test: [57][131/198] Time 0.720 Data 0.000 top1 12.500 ( 12.947) top5 0.000 ( 2.731) | Test: [57][132/198] Time 0.720 Data 0.001 top1 12.500 ( 12.944) top5 2.344 ( 2.728) | Test: [57][133/198] Time 0.719 Data 0.001 top1 9.375 ( 12.917) top5 2.344 ( 2.726) | Test: [57][134/198] Time 0.723 Data 0.001 top1 10.156 ( 12.896) top5 0.000 ( 2.705) | Test: [57][135/198] Time 0.724 Data 0.001 top1 10.938 ( 12.882) top5 1.562 ( 2.697) | Test: [57][136/198] Time 0.722 Data 0.001 top1 8.594 ( 12.850) top5 3.125 ( 2.700) | Test: [57][137/198] Time 0.718 Data 0.001 top1 15.625 ( 12.871) top5 3.125 ( 2.703) | Test: [57][138/198] Time 0.715 Data 0.001 top1 11.719 ( 12.862) top5 1.562 ( 2.695) | Test: [57][139/198] Time 0.735 Data 0.001 top1 8.594 ( 12.832) top5 2.344 ( 2.692) | Test: [57][140/198] Time 0.734 Data 0.001 top1 15.625 ( 12.852) top5 1.562 ( 2.684) | Test: [57][141/198] Time 0.719 Data 0.001 top1 9.375 ( 12.827) top5 3.125 ( 2.687) | Test: [57][142/198] Time 0.725 Data 0.001 top1 10.938 ( 12.814) top5 2.344 ( 2.685) | Test: [57][143/198] Time 0.716 Data 0.001 top1 9.375 ( 12.790) top5 3.125 ( 2.688) | Test: [57][144/198] Time 0.735 Data 0.001 top1 14.844 ( 12.804) top5 1.562 ( 2.680) | Test: [57][145/198] Time 0.718 Data 0.001 top1 11.719 ( 12.796) top5 3.125 ( 2.683) | Test: [57][146/198] Time 0.729 Data 0.001 top1 10.156 ( 12.778) top5 3.906 ( 2.692) | Test: [57][147/198] Time 0.742 Data 0.001 top1 15.625 ( 12.798) top5 1.562 ( 2.684) | Test: [57][148/198] Time 0.716 Data 0.001 top1 18.750 ( 12.838) top5 4.688 ( 2.697) | Test: [57][149/198] Time 0.736 Data 0.001 top1 10.156 ( 12.820) top5 2.344 ( 2.695) | Test: [57][150/198] Time 0.725 Data 0.001 top1 9.375 ( 12.797) top5 3.906 ( 2.703) | Test: [57][151/198] Time 0.737 Data 0.000 top1 10.156 ( 12.779) top5 1.562 ( 2.696) | Test: [57][152/198] Time 0.717 Data 0.000 top1 14.062 ( 12.788) top5 4.688 ( 2.709) | Test: [57][153/198] Time 0.729 Data 0.000 top1 12.500 ( 12.786) top5 1.562 ( 2.701) | Test: [57][154/198] Time 0.717 Data 0.000 top1 12.500 ( 12.784) top5 1.562 ( 2.694) | Test: [57][155/198] Time 0.718 Data 0.001 top1 14.844 ( 12.797) top5 3.125 ( 2.697) | Test: [57][156/198] Time 0.719 Data 0.000 top1 13.281 ( 12.800) top5 3.125 ( 2.699) | Test: [57][157/198] Time 0.724 Data 0.001 top1 14.062 ( 12.809) top5 3.125 ( 2.702) | Test: [57][158/198] Time 0.713 Data 0.001 top1 12.500 ( 12.807) top5 2.344 ( 2.700) | Test: [57][159/198] Time 0.714 Data 0.001 top1 11.719 ( 12.800) top5 3.906 ( 2.707) | Test: [57][160/198] Time 0.712 Data 0.001 top1 14.844 ( 12.812) top5 2.344 ( 2.705) | Test: [57][161/198] Time 0.722 Data 0.001 top1 11.719 ( 12.806) top5 1.562 ( 2.698) | Test: [57][162/198] Time 0.723 Data 0.001 top1 13.281 ( 12.809) top5 3.125 ( 2.701) | Test: [57][163/198] Time 0.737 Data 0.004 top1 11.719 ( 12.802) top5 1.562 ( 2.694) | Test: [57][164/198] Time 0.725 Data 0.001 top1 10.938 ( 12.791) top5 3.906 ( 2.701) | Test: [57][165/198] Time 0.725 Data 0.001 top1 10.938 ( 12.779) top5 1.562 ( 2.694) | Test: [57][166/198] Time 0.724 Data 0.004 top1 14.844 ( 12.792) top5 1.562 ( 2.687) | Test: [57][167/198] Time 0.736 Data 0.001 top1 14.844 ( 12.804) top5 2.344 ( 2.685) | Test: [57][168/198] Time 0.720 Data 0.001 top1 11.719 ( 12.798) top5 3.125 ( 2.688) | Test: [57][169/198] Time 0.718 Data 0.001 top1 13.281 ( 12.800) top5 1.562 ( 2.681) | Test: [57][170/198] Time 0.730 Data 0.003 top1 11.719 ( 12.794) top5 1.562 ( 2.675) | Test: [57][171/198] Time 0.721 Data 0.001 top1 16.406 ( 12.815) top5 1.562 ( 2.668) | Test: [57][172/198] Time 0.720 Data 0.001 top1 11.719 ( 12.809) top5 0.781 ( 2.657) | Test: [57][173/198] Time 0.724 Data 0.001 top1 8.594 ( 12.785) top5 1.562 ( 2.651) | Test: [57][174/198] Time 0.716 Data 0.001 top1 10.156 ( 12.769) top5 3.906 ( 2.658) | Test: [57][175/198] Time 0.718 Data 0.001 top1 11.719 ( 12.763) top5 3.906 ( 2.665) | Test: [57][176/198] Time 0.722 Data 0.001 top1 9.375 ( 12.744) top5 0.781 ( 2.654) | Test: [57][177/198] Time 0.733 Data 0.001 top1 12.500 ( 12.743) top5 3.125 ( 2.657) | Test: [57][178/198] Time 0.719 Data 0.001 top1 10.156 ( 12.728) top5 1.562 ( 2.651) | Test: [57][179/198] Time 0.717 Data 0.001 top1 9.375 ( 12.709) top5 1.562 ( 2.645) | Test: [57][180/198] Time 0.717 Data 0.001 top1 15.625 ( 12.726) top5 5.469 ( 2.661) | Test: [57][181/198] Time 0.717 Data 0.001 top1 14.844 ( 12.737) top5 3.906 ( 2.667) | Test: [57][182/198] Time 0.719 Data 0.001 top1 9.375 ( 12.719) top5 2.344 ( 2.666) | Test: [57][183/198] Time 0.727 Data 0.001 top1 10.938 ( 12.709) top5 0.781 ( 2.655) | Test: [57][184/198] Time 0.715 Data 0.001 top1 13.281 ( 12.712) top5 5.469 ( 2.671) | Test: [57][185/198] Time 0.722 Data 0.001 top1 20.312 ( 12.753) top5 3.906 ( 2.677) | Test: [57][186/198] Time 0.716 Data 0.001 top1 8.594 ( 12.731) top5 0.781 ( 2.667) | Test: [57][187/198] Time 0.721 Data 0.000 top1 12.500 ( 12.730) top5 0.781 ( 2.657) | Test: [57][188/198] Time 0.712 Data 0.000 top1 14.062 ( 12.737) top5 2.344 ( 2.655) | Test: [57][189/198] Time 0.732 Data 0.000 top1 10.156 ( 12.723) top5 3.125 ( 2.658) | Test: [57][190/198] Time 0.720 Data 0.000 top1 14.844 ( 12.734) top5 3.906 ( 2.664) | Test: [57][191/198] Time 0.732 Data 0.000 top1 10.938 ( 12.725) top5 1.562 ( 2.659) | Test: [57][192/198] Time 0.716 Data 0.000 top1 14.844 ( 12.736) top5 3.125 ( 2.661) | Test: [57][193/198] Time 0.715 Data 0.000 top1 10.938 ( 12.727) top5 1.562 ( 2.655) | Test: [57][194/198] Time 0.716 Data 0.000 top1 11.719 ( 12.721) top5 3.125 ( 2.658) | Test: [57][195/198] Time 0.713 Data 0.000 top1 12.500 ( 12.720) top5 4.688 ( 2.668) | Test: [57][196/198] Time 0.721 Data 0.000 top1 17.188 ( 12.743) top5 3.125 ( 2.671) | Test: [57][197/198] Time 0.262 Data 0.001 top1 14.706 ( 12.753) top5 2.941 ( 2.672) | Test: [57][198/198] Time 0.710 Data 0.000 top1 9.375 ( 12.736) top5 0.781 ( 2.662) * Finished epoch # 57 top1: 12.736 top5: 2.662 Epoch 58 => Training epoch # 58 | Epoch: [58][1/553] Time 34.301 Data 31.792 Err 0.4384 top1 12.500 top5 3.906 | Epoch: [58][2/553] Time 2.422 Data 0.001 Err 0.1696 top1 3.906 top5 0.000 | Epoch: [58][3/553] Time 2.428 Data 0.001 Err 0.1250 top1 4.688 top5 0.000 | Epoch: [58][4/553] Time 2.429 Data 0.000 Err 0.2522 top1 7.031 top5 2.344 | Epoch: [58][5/553] Time 2.431 Data 0.001 Err 0.2367 top1 6.250 top5 1.562 | Epoch: [58][6/553] Time 2.429 Data 0.000 Err 0.1820 top1 4.688 top5 1.562 | Epoch: [58][7/553] Time 2.434 Data 0.000 Err 0.4216 top1 10.938 top5 2.344 | Epoch: [58][8/553] Time 2.439 Data 0.000 Err 0.1854 top1 3.906 top5 2.344 | Epoch: [58][9/553] Time 30.760 Data 28.275 Err 0.3359 top1 10.938 top5 3.125 | Epoch: [58][10/553] Time 2.460 Data 0.001 Err 0.2380 top1 5.469 top5 0.781 | Epoch: [58][11/553] Time 2.471 Data 0.001 Err 0.2866 top1 5.469 top5 3.125 | Epoch: [58][12/553] Time 2.468 Data 0.001 Err 0.1554 top1 4.688 top5 0.000 | Epoch: [58][13/553] Time 2.447 Data 0.002 Err 0.2195 top1 10.156 top5 0.000 | Epoch: [58][14/553] Time 2.429 Data 0.000 Err 0.2337 top1 6.250 top5 0.781 | Epoch: [58][15/553] Time 2.475 Data 0.001 Err 0.2583 top1 7.812 top5 2.344 | Epoch: [58][16/553] Time 2.427 Data 0.001 Err 0.1956 top1 6.250 top5 0.000 | Epoch: [58][17/553] Time 2.430 Data 0.001 Err 0.3293 top1 7.812 top5 3.125 | Epoch: [58][18/553] Time 2.434 Data 0.001 Err 0.2355 top1 7.812 top5 0.781 | Epoch: [58][19/553] Time 2.482 Data 0.001 Err 0.2702 top1 5.469 top5 3.125 | Epoch: [58][20/553] Time 2.427 Data 0.001 Err 0.2270 top1 6.250 top5 0.781 | Epoch: [58][21/553] Time 2.436 Data 0.001 Err 0.2899 top1 7.031 top5 2.344 | Epoch: [58][22/553] Time 2.439 Data 0.001 Err 0.3260 top1 9.375 top5 1.562 | Epoch: [58][23/553] Time 2.473 Data 0.001 Err 0.2680 top1 8.594 top5 3.125 | Epoch: [58][24/553] Time 2.437 Data 0.001 Err 0.3030 top1 7.031 top5 0.781 | Epoch: [58][25/553] Time 2.472 Data 0.001 Err 0.4142 top1 9.375 top5 3.906 | Epoch: [58][26/553] Time 2.457 Data 0.001 Err 0.3019 top1 8.594 top5 2.344 | Epoch: [58][27/553] Time 2.445 Data 0.001 Err 0.2156 top1 6.250 top5 0.000 | Epoch: [58][28/553] Time 2.447 Data 0.001 Err 0.3256 top1 9.375 top5 3.125 | Epoch: [58][29/553] Time 2.440 Data 0.001 Err 0.1630 top1 4.688 top5 1.562 | Epoch: [58][30/553] Time 2.444 Data 0.001 Err 0.2777 top1 5.469 top5 2.344 | Epoch: [58][31/553] Time 2.471 Data 0.001 Err 0.3308 top1 7.812 top5 3.906 | Epoch: [58][32/553] Time 2.448 Data 0.001 Err 0.3034 top1 7.812 top5 2.344 | Epoch: [58][33/553] Time 2.435 Data 0.001 Err 0.3644 top1 8.594 top5 1.562 | Epoch: [58][34/553] Time 2.435 Data 0.001 Err 0.2090 top1 5.469 top5 1.562 | Epoch: [58][35/553] Time 2.476 Data 0.001 Err 0.2398 top1 6.250 top5 1.562 | Epoch: [58][36/553] Time 2.464 Data 0.001 Err 0.2646 top1 7.031 top5 3.125 | Epoch: [58][37/553] Time 2.434 Data 0.001 Err 0.2150 top1 6.250 top5 0.781 | Epoch: [58][38/553] Time 2.456 Data 0.001 Err 0.4073 top1 12.500 top5 4.688 | Epoch: [58][39/553] Time 2.444 Data 0.006 Err 0.4038 top1 11.719 top5 3.906 | Epoch: [58][40/553] Time 2.464 Data 0.001 Err 0.3517 top1 7.031 top5 3.906 | Epoch: [58][41/553] Time 2.492 Data 0.001 Err 0.1797 top1 3.125 top5 1.562 | Epoch: [58][42/553] Time 2.459 Data 0.001 Err 0.2695 top1 7.031 top5 3.125 | Epoch: [58][43/553] Time 2.436 Data 0.001 Err 0.1760 top1 5.469 top5 0.781 | Epoch: [58][44/553] Time 2.471 Data 0.001 Err 0.2409 top1 7.031 top5 2.344 | Epoch: [58][45/553] Time 2.448 Data 0.001 Err 0.2170 top1 4.688 top5 2.344 | Epoch: [58][46/553] Time 2.452 Data 0.001 Err 0.3664 top1 7.812 top5 4.688 | Epoch: [58][47/553] Time 2.428 Data 0.001 Err 0.2195 top1 5.469 top5 1.562 | Epoch: [58][48/553] Time 2.446 Data 0.001 Err 0.1901 top1 5.469 top5 0.781 | Epoch: [58][49/553] Time 2.439 Data 0.001 Err 0.1995 top1 6.250 top5 0.000 | Epoch: [58][50/553] Time 2.446 Data 0.001 Err 0.2378 top1 5.469 top5 2.344 | Epoch: [58][51/553] Time 2.442 Data 0.001 Err 0.1605 top1 4.688 top5 0.000 | Epoch: [58][52/553] Time 2.490 Data 0.000 Err 0.2474 top1 6.250 top5 1.562 | Epoch: [58][53/553] Time 2.452 Data 0.001 Err 0.3481 top1 10.156 top5 2.344 | Epoch: [58][54/553] Time 2.454 Data 0.001 Err 0.1904 top1 4.688 top5 1.562 | Epoch: [58][55/553] Time 2.466 Data 0.001 Err 0.2961 top1 5.469 top5 2.344 | Epoch: [58][56/553] Time 2.451 Data 0.001 Err 0.2580 top1 8.594 top5 2.344 | Epoch: [58][57/553] Time 2.456 Data 0.001 Err 0.1667 top1 2.344 top5 0.781 | Epoch: [58][58/553] Time 2.449 Data 0.001 Err 0.2366 top1 7.031 top5 1.562 | Epoch: [58][59/553] Time 2.437 Data 0.004 Err 0.1763 top1 7.031 top5 0.781 | Epoch: [58][60/553] Time 2.437 Data 0.001 Err 0.2344 top1 5.469 top5 0.781 | Epoch: [58][61/553] Time 2.444 Data 0.001 Err 0.3437 top1 9.375 top5 3.125 | Epoch: [58][62/553] Time 2.441 Data 0.001 Err 0.2787 top1 6.250 top5 1.562 | Epoch: [58][63/553] Time 2.482 Data 0.001 Err 0.2937 top1 9.375 top5 2.344 | Epoch: [58][64/553] Time 2.446 Data 0.001 Err 0.3799 top1 11.719 top5 3.125 | Epoch: [58][65/553] Time 2.453 Data 0.001 Err 0.2099 top1 6.250 top5 0.781 | Epoch: [58][66/553] Time 2.449 Data 0.001 Err 0.1669 top1 4.688 top5 0.000 | Epoch: [58][67/553] Time 2.464 Data 0.001 Err 0.4790 top1 10.938 top5 5.469 | Epoch: [58][68/553] Time 2.482 Data 0.001 Err 0.3189 top1 9.375 top5 3.125 | Epoch: [58][69/553] Time 2.464 Data 0.001 Err 0.1462 top1 3.906 top5 0.000 | Epoch: [58][70/553] Time 2.446 Data 0.001 Err 0.3182 top1 8.594 top5 3.125 | Epoch: [58][71/553] Time 2.490 Data 0.001 Err 0.2938 top1 8.594 top5 0.000 | Epoch: [58][72/553] Time 2.447 Data 0.001 Err 0.2671 top1 8.594 top5 3.125 | Epoch: [58][73/553] Time 2.457 Data 0.001 Err 0.2342 top1 7.031 top5 1.562 | Epoch: [58][74/553] Time 2.453 Data 0.001 Err 0.1424 top1 3.906 top5 0.000 | Epoch: [58][75/553] Time 2.482 Data 0.001 Err 0.2781 top1 8.594 top5 0.781 | Epoch: [58][76/553] Time 2.506 Data 0.001 Err 0.3259 top1 7.812 top5 3.125 | Epoch: [58][77/553] Time 2.460 Data 0.001 Err 0.1895 top1 4.688 top5 2.344 | Epoch: [58][78/553] Time 2.439 Data 0.007 Err 0.1718 top1 4.688 top5 0.781 | Epoch: [58][79/553] Time 2.441 Data 0.001 Err 0.2393 top1 5.469 top5 0.000 | Epoch: [58][80/553] Time 2.449 Data 0.001 Err 0.2695 top1 4.688 top5 0.781 | Epoch: [58][81/553] Time 2.449 Data 0.001 Err 0.1844 top1 4.688 top5 2.344 | Epoch: [58][82/553] Time 2.455 Data 0.001 Err 0.2686 top1 6.250 top5 2.344 | Epoch: [58][83/553] Time 2.546 Data 0.001 Err 0.3570 top1 11.719 top5 3.125 | Epoch: [58][84/553] Time 2.451 Data 0.001 Err 0.2671 top1 7.812 top5 0.781 | Epoch: [58][85/553] Time 2.436 Data 0.001 Err 0.3977 top1 12.500 top5 2.344 | Epoch: [58][86/553] Time 2.446 Data 0.001 Err 0.1893 top1 4.688 top5 0.000 | Epoch: [58][87/553] Time 2.477 Data 0.001 Err 0.3739 top1 10.156 top5 1.562 | Epoch: [58][88/553] Time 2.447 Data 0.001 Err 0.2016 top1 6.250 top5 0.000 | Epoch: [58][89/553] Time 2.449 Data 0.001 Err 0.3953 top1 9.375 top5 3.906 | Epoch: [58][90/553] Time 2.462 Data 0.001 Err 0.2581 top1 8.594 top5 2.344 | Epoch: [58][91/553] Time 2.499 Data 0.001 Err 0.2683 top1 9.375 top5 2.344 | Epoch: [58][92/553] Time 2.449 Data 0.001 Err 0.2904 top1 7.031 top5 1.562 | Epoch: [58][93/553] Time 2.444 Data 0.001 Err 0.2783 top1 8.594 top5 0.781 | Epoch: [58][94/553] Time 2.455 Data 0.001 Err 0.3624 top1 10.156 top5 3.906 | Epoch: [58][95/553] Time 2.447 Data 0.001 Err 0.2247 top1 7.031 top5 1.562 | Epoch: [58][96/553] Time 2.436 Data 0.001 Err 0.1429 top1 3.125 top5 0.000 | Epoch: [58][97/553] Time 2.447 Data 0.005 Err 0.2225 top1 3.906 top5 1.562 | Epoch: [58][98/553] Time 2.432 Data 0.001 Err 0.2528 top1 5.469 top5 1.562 | Epoch: [58][99/553] Time 2.447 Data 0.001 Err 0.1898 top1 6.250 top5 0.781 | Epoch: [58][100/553] Time 2.451 Data 0.001 Err 0.2664 top1 5.469 top5 3.125 | Epoch: [58][101/553] Time 2.462 Data 0.000 Err 0.3637 top1 9.375 top5 3.906 | Epoch: [58][102/553] Time 2.497 Data 0.001 Err 0.1779 top1 6.250 top5 0.781 | Epoch: [58][103/553] Time 2.445 Data 0.001 Err 0.2751 top1 6.250 top5 2.344 | Epoch: [58][104/553] Time 2.436 Data 0.001 Err 0.2034 top1 5.469 top5 1.562 | Epoch: [58][105/553] Time 2.444 Data 0.001 Err 0.2818 top1 7.812 top5 3.125 | Epoch: [58][106/553] Time 2.439 Data 0.001 Err 0.1301 top1 2.344 top5 0.781 | Epoch: [58][107/553] Time 2.442 Data 0.001 Err 0.2993 top1 7.812 top5 3.125 | Epoch: [58][108/553] Time 2.523 Data 0.001 Err 0.3801 top1 10.156 top5 3.125 | Epoch: [58][109/553] Time 2.449 Data 0.001 Err 0.2055 top1 6.250 top5 1.562 | Epoch: [58][110/553] Time 2.444 Data 0.001 Err 0.2179 top1 6.250 top5 0.781 | Epoch: [58][111/553] Time 2.486 Data 0.001 Err 0.1890 top1 3.125 top5 1.562 | Epoch: [58][112/553] Time 2.454 Data 0.001 Err 0.2330 top1 7.812 top5 1.562 | Epoch: [58][113/553] Time 2.447 Data 0.001 Err 0.3140 top1 8.594 top5 1.562 | Epoch: [58][114/553] Time 2.458 Data 0.001 Err 0.2405 top1 6.250 top5 1.562 | Epoch: [58][115/553] Time 2.445 Data 0.001 Err 0.3591 top1 10.938 top5 1.562 | Epoch: [58][116/553] Time 2.438 Data 0.005 Err 0.1779 top1 3.125 top5 0.781 | Epoch: [58][117/553] Time 2.441 Data 0.001 Err 0.2928 top1 8.594 top5 3.125 | Epoch: [58][118/553] Time 2.491 Data 0.001 Err 0.3209 top1 6.250 top5 3.125 | Epoch: [58][119/553] Time 2.455 Data 0.001 Err 0.1843 top1 6.250 top5 0.781 | Epoch: [58][120/553] Time 2.448 Data 0.001 Err 0.2572 top1 6.250 top5 1.562 | Epoch: [58][121/553] Time 2.466 Data 0.001 Err 0.3465 top1 7.031 top5 2.344 | Epoch: [58][122/553] Time 2.438 Data 0.001 Err 0.4260 top1 10.938 top5 3.125 | Epoch: [58][123/553] Time 2.444 Data 0.001 Err 0.3727 top1 8.594 top5 5.469 | Epoch: [58][124/553] Time 2.441 Data 0.001 Err 0.2907 top1 8.594 top5 2.344 | Epoch: [58][125/553] Time 2.431 Data 0.001 Err 0.2870 top1 7.812 top5 0.781 | Epoch: [58][126/553] Time 2.490 Data 0.001 Err 0.1912 top1 3.125 top5 0.781 | Epoch: [58][127/553] Time 2.441 Data 0.001 Err 0.2678 top1 7.812 top5 2.344 | Epoch: [58][128/553] Time 2.451 Data 0.001 Err 0.2875 top1 6.250 top5 2.344 | Epoch: [58][129/553] Time 2.511 Data 0.001 Err 0.5604 top1 11.719 top5 6.250 | Epoch: [58][130/553] Time 2.455 Data 0.001 Err 0.1740 top1 4.688 top5 1.562 | Epoch: [58][131/553] Time 2.440 Data 0.001 Err 0.1796 top1 7.031 top5 0.781 | Epoch: [58][132/553] Time 2.449 Data 0.001 Err 0.1747 top1 4.688 top5 0.781 | Epoch: [58][133/553] Time 2.456 Data 0.001 Err 0.3877 top1 11.719 top5 3.125 | Epoch: [58][134/553] Time 2.436 Data 0.001 Err 0.2840 top1 8.594 top5 1.562 | Epoch: [58][135/553] Time 2.497 Data 0.006 Err 0.2901 top1 7.031 top5 0.781 | Epoch: [58][136/553] Time 2.451 Data 0.001 Err 0.2880 top1 6.250 top5 2.344 | Epoch: [58][137/553] Time 2.446 Data 0.001 Err 0.2214 top1 5.469 top5 2.344 | Epoch: [58][138/553] Time 2.447 Data 0.001 Err 0.3141 top1 9.375 top5 2.344 | Epoch: [58][139/553] Time 2.485 Data 0.000 Err 0.2537 top1 5.469 top5 3.906 | Epoch: [58][140/553] Time 2.450 Data 0.001 Err 0.2533 top1 6.250 top5 2.344 | Epoch: [58][141/553] Time 2.446 Data 0.001 Err 0.3226 top1 10.156 top5 1.562 | Epoch: [58][142/553] Time 2.450 Data 0.001 Err 0.2090 top1 5.469 top5 2.344 | Epoch: [58][143/553] Time 2.447 Data 0.001 Err 0.2190 top1 5.469 top5 1.562 | Epoch: [58][144/553] Time 2.510 Data 0.001 Err 0.2253 top1 5.469 top5 1.562 | Epoch: [58][145/553] Time 2.451 Data 0.001 Err 0.1551 top1 3.906 top5 0.781 | Epoch: [58][146/553] Time 2.482 Data 0.001 Err 0.2351 top1 6.250 top5 0.781 | Epoch: [58][147/553] Time 2.449 Data 0.001 Err 0.3501 top1 8.594 top5 3.125 | Epoch: [58][148/553] Time 2.457 Data 0.001 Err 0.3071 top1 7.031 top5 3.906 | Epoch: [58][149/553] Time 2.506 Data 0.001 Err 0.2839 top1 6.250 top5 3.125 | Epoch: [58][150/553] Time 2.450 Data 0.001 Err 0.2547 top1 6.250 top5 3.125 | Epoch: [58][151/553] Time 2.443 Data 0.001 Err 0.1787 top1 3.906 top5 0.781 | Epoch: [58][152/553] Time 2.449 Data 0.001 Err 0.1095 top1 2.344 top5 0.000 | Epoch: [58][153/553] Time 2.438 Data 0.001 Err 0.3705 top1 10.156 top5 4.688 | Epoch: [58][154/553] Time 2.445 Data 0.003 Err 0.3137 top1 9.375 top5 1.562 | Epoch: [58][155/553] Time 2.482 Data 0.001 Err 0.3180 top1 10.156 top5 2.344 | Epoch: [58][156/553] Time 2.483 Data 0.001 Err 0.2746 top1 7.812 top5 3.125 | Epoch: [58][157/553] Time 2.456 Data 0.001 Err 0.2325 top1 5.469 top5 0.781 | Epoch: [58][158/553] Time 2.464 Data 0.001 Err 0.3548 top1 11.719 top5 0.781 | Epoch: [58][159/553] Time 2.483 Data 0.001 Err 0.3933 top1 10.156 top5 3.125 | Epoch: [58][160/553] Time 2.503 Data 0.001 Err 0.1670 top1 3.906 top5 0.000 | Epoch: [58][161/553] Time 2.441 Data 0.001 Err 0.3952 top1 8.594 top5 3.125 | Epoch: [58][162/553] Time 2.444 Data 0.001 Err 0.3451 top1 8.594 top5 3.125 | Epoch: [58][163/553] Time 2.445 Data 0.001 Err 0.4394 top1 8.594 top5 3.906 | Epoch: [58][164/553] Time 2.446 Data 0.001 Err 0.2186 top1 7.031 top5 2.344 | Epoch: [58][165/553] Time 2.440 Data 0.001 Err 0.1881 top1 4.688 top5 0.781 | Epoch: [58][166/553] Time 2.491 Data 0.001 Err 0.3083 top1 10.156 top5 0.781 | Epoch: [58][167/553] Time 2.502 Data 0.001 Err 0.2340 top1 6.250 top5 1.562 | Epoch: [58][168/553] Time 2.446 Data 0.001 Err 0.3926 top1 12.500 top5 3.125 | Epoch: [58][169/553] Time 2.444 Data 0.001 Err 0.1703 top1 3.125 top5 0.781 | Epoch: [58][170/553] Time 2.440 Data 0.001 Err 0.2418 top1 7.812 top5 0.781 | Epoch: [58][171/553] Time 2.449 Data 0.001 Err 0.2485 top1 5.469 top5 2.344 | Epoch: [58][172/553] Time 2.443 Data 0.001 Err 0.2989 top1 7.031 top5 4.688 | Epoch: [58][173/553] Time 2.448 Data 0.009 Err 0.1993 top1 6.250 top5 0.781 | Epoch: [58][174/553] Time 2.503 Data 0.000 Err 0.3890 top1 12.500 top5 3.906 | Epoch: [58][175/553] Time 2.476 Data 0.001 Err 0.3170 top1 8.594 top5 2.344 | Epoch: [58][176/553] Time 2.494 Data 0.001 Err 0.3717 top1 10.156 top5 3.125 | Epoch: [58][177/553] Time 2.444 Data 0.001 Err 0.2424 top1 6.250 top5 1.562 | Epoch: [58][178/553] Time 2.472 Data 0.001 Err 0.3107 top1 10.156 top5 2.344 | Epoch: [58][179/553] Time 2.435 Data 0.001 Err 0.2407 top1 6.250 top5 1.562 | Epoch: [58][180/553] Time 2.482 Data 0.001 Err 0.3453 top1 9.375 top5 3.906 | Epoch: [58][181/553] Time 2.448 Data 0.001 Err 0.4084 top1 11.719 top5 4.688 | Epoch: [58][182/553] Time 2.457 Data 0.001 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [58][183/553] Time 2.455 Data 0.001 Err 0.3223 top1 10.156 top5 0.781 | Epoch: [58][184/553] Time 2.540 Data 0.001 Err 0.2389 top1 7.031 top5 0.781 | Epoch: [58][185/553] Time 2.453 Data 0.001 Err 0.2570 top1 7.031 top5 0.781 | Epoch: [58][186/553] Time 2.456 Data 0.001 Err 0.2407 top1 6.250 top5 0.781 | Epoch: [58][187/553] Time 2.501 Data 0.001 Err 0.4873 top1 12.500 top5 4.688 | Epoch: [58][188/553] Time 2.453 Data 0.001 Err 0.3302 top1 7.812 top5 3.125 | Epoch: [58][189/553] Time 2.449 Data 0.001 Err 0.3017 top1 8.594 top5 3.125 | Epoch: [58][190/553] Time 2.454 Data 0.001 Err 0.1922 top1 5.469 top5 0.781 | Epoch: [58][191/553] Time 2.482 Data 0.001 Err 0.2175 top1 7.031 top5 0.781 | Epoch: [58][192/553] Time 2.451 Data 0.005 Err 0.3377 top1 10.938 top5 2.344 | Epoch: [58][193/553] Time 2.444 Data 0.001 Err 0.2604 top1 7.031 top5 1.562 | Epoch: [58][194/553] Time 2.445 Data 0.001 Err 0.2540 top1 7.812 top5 1.562 | Epoch: [58][195/553] Time 2.479 Data 0.001 Err 0.4125 top1 10.156 top5 4.688 | Epoch: [58][196/553] Time 2.469 Data 0.001 Err 0.2067 top1 6.250 top5 1.562 | Epoch: [58][197/553] Time 2.473 Data 0.001 Err 0.3658 top1 7.031 top5 3.125 | Epoch: [58][198/553] Time 2.450 Data 0.001 Err 0.2935 top1 7.812 top5 3.125 | Epoch: [58][199/553] Time 2.457 Data 0.001 Err 0.2026 top1 7.812 top5 0.781 | Epoch: [58][200/553] Time 2.442 Data 0.001 Err 0.3268 top1 7.812 top5 3.125 | Epoch: [58][201/553] Time 2.455 Data 0.001 Err 0.1903 top1 4.688 top5 1.562 | Epoch: [58][202/553] Time 2.452 Data 0.001 Err 0.1555 top1 2.344 top5 0.000 | Epoch: [58][203/553] Time 2.476 Data 0.001 Err 0.2679 top1 7.812 top5 2.344 | Epoch: [58][204/553] Time 2.449 Data 0.001 Err 0.2527 top1 8.594 top5 0.781 | Epoch: [58][205/553] Time 2.467 Data 0.001 Err 0.3590 top1 9.375 top5 2.344 | Epoch: [58][206/553] Time 2.445 Data 0.001 Err 0.2576 top1 7.031 top5 3.125 | Epoch: [58][207/553] Time 2.460 Data 0.001 Err 0.2583 top1 9.375 top5 1.562 | Epoch: [58][208/553] Time 2.486 Data 0.001 Err 0.1853 top1 3.906 top5 1.562 | Epoch: [58][209/553] Time 2.456 Data 0.001 Err 0.3005 top1 8.594 top5 3.125 | Epoch: [58][210/553] Time 2.444 Data 0.001 Err 0.2658 top1 5.469 top5 0.781 | Epoch: [58][211/553] Time 2.471 Data 0.003 Err 0.2013 top1 5.469 top5 2.344 | Epoch: [58][212/553] Time 2.441 Data 0.001 Err 0.3265 top1 9.375 top5 2.344 | Epoch: [58][213/553] Time 2.451 Data 0.001 Err 0.2267 top1 6.250 top5 1.562 | Epoch: [58][214/553] Time 2.459 Data 0.001 Err 0.2849 top1 7.812 top5 2.344 | Epoch: [58][215/553] Time 2.494 Data 0.001 Err 0.2643 top1 5.469 top5 2.344 | Epoch: [58][216/553] Time 2.520 Data 0.000 Err 0.3589 top1 9.375 top5 3.125 | Epoch: [58][217/553] Time 2.437 Data 0.001 Err 0.2758 top1 6.250 top5 1.562 | Epoch: [58][218/553] Time 2.452 Data 0.001 Err 0.1433 top1 3.906 top5 0.000 | Epoch: [58][219/553] Time 2.497 Data 0.001 Err 0.2529 top1 6.250 top5 0.781 | Epoch: [58][220/553] Time 2.438 Data 0.001 Err 0.4715 top1 12.500 top5 4.688 | Epoch: [58][221/553] Time 2.449 Data 0.001 Err 0.2434 top1 7.812 top5 0.781 | Epoch: [58][222/553] Time 2.454 Data 0.001 Err 0.1963 top1 6.250 top5 1.562 | Epoch: [58][223/553] Time 2.447 Data 0.001 Err 0.2609 top1 7.812 top5 2.344 | Epoch: [58][224/553] Time 2.440 Data 0.001 Err 0.1911 top1 5.469 top5 2.344 | Epoch: [58][225/553] Time 2.453 Data 0.001 Err 0.2306 top1 5.469 top5 2.344 | Epoch: [58][226/553] Time 2.496 Data 0.001 Err 0.2501 top1 5.469 top5 1.562 | Epoch: [58][227/553] Time 2.443 Data 0.001 Err 0.3603 top1 6.250 top5 3.906 | Epoch: [58][228/553] Time 2.459 Data 0.001 Err 0.2974 top1 7.031 top5 2.344 | Epoch: [58][229/553] Time 2.444 Data 0.001 Err 0.2189 top1 6.250 top5 0.781 | Epoch: [58][230/553] Time 2.446 Data 0.004 Err 0.2970 top1 10.156 top5 1.562 | Epoch: [58][231/553] Time 2.488 Data 0.001 Err 0.2511 top1 5.469 top5 2.344 | Epoch: [58][232/553] Time 2.433 Data 0.001 Err 0.3010 top1 9.375 top5 0.781 | Epoch: [58][233/553] Time 2.443 Data 0.001 Err 0.3043 top1 7.031 top5 3.906 | Epoch: [58][234/553] Time 2.489 Data 0.001 Err 0.2794 top1 8.594 top5 3.906 | Epoch: [58][235/553] Time 2.469 Data 0.001 Err 0.3183 top1 7.812 top5 3.906 | Epoch: [58][236/553] Time 2.448 Data 0.001 Err 0.2390 top1 5.469 top5 0.781 | Epoch: [58][237/553] Time 2.436 Data 0.001 Err 0.2044 top1 5.469 top5 1.562 | Epoch: [58][238/553] Time 2.463 Data 0.001 Err 0.4085 top1 9.375 top5 3.125 | Epoch: [58][239/553] Time 2.444 Data 0.001 Err 0.2190 top1 4.688 top5 1.562 | Epoch: [58][240/553] Time 2.455 Data 0.001 Err 0.2258 top1 7.031 top5 2.344 | Epoch: [58][241/553] Time 2.444 Data 0.001 Err 0.2577 top1 6.250 top5 2.344 | Epoch: [58][242/553] Time 2.480 Data 0.001 Err 0.2510 top1 6.250 top5 1.562 | Epoch: [58][243/553] Time 2.490 Data 0.001 Err 0.2872 top1 8.594 top5 3.125 | Epoch: [58][244/553] Time 2.495 Data 0.001 Err 0.4459 top1 10.938 top5 3.125 | Epoch: [58][245/553] Time 2.458 Data 0.001 Err 0.2218 top1 7.031 top5 1.562 | Epoch: [58][246/553] Time 2.491 Data 0.001 Err 0.2217 top1 7.812 top5 0.000 | Epoch: [58][247/553] Time 2.454 Data 0.001 Err 0.3430 top1 8.594 top5 3.125 | Epoch: [58][248/553] Time 2.441 Data 0.001 Err 0.2097 top1 4.688 top5 2.344 | Epoch: [58][249/553] Time 2.483 Data 0.001 Err 0.3745 top1 7.812 top5 5.469 | Epoch: [58][250/553] Time 2.452 Data 0.001 Err 0.1493 top1 3.125 top5 0.000 | Epoch: [58][251/553] Time 2.439 Data 0.001 Err 0.2159 top1 7.031 top5 0.781 | Epoch: [58][252/553] Time 2.474 Data 0.001 Err 0.2588 top1 7.031 top5 1.562 | Epoch: [58][253/553] Time 2.453 Data 0.001 Err 0.2751 top1 6.250 top5 3.125 | Epoch: [58][254/553] Time 2.450 Data 0.001 Err 0.2061 top1 5.469 top5 2.344 | Epoch: [58][255/553] Time 2.472 Data 0.001 Err 0.3559 top1 8.594 top5 5.469 | Epoch: [58][256/553] Time 2.444 Data 0.001 Err 0.1331 top1 3.125 top5 0.781 | Epoch: [58][257/553] Time 2.450 Data 0.001 Err 0.1495 top1 3.906 top5 0.781 | Epoch: [58][258/553] Time 2.435 Data 0.001 Err 0.2973 top1 6.250 top5 1.562 | Epoch: [58][259/553] Time 2.470 Data 0.001 Err 0.1878 top1 3.906 top5 2.344 | Epoch: [58][260/553] Time 2.445 Data 0.001 Err 0.3500 top1 9.375 top5 3.125 | Epoch: [58][261/553] Time 2.499 Data 0.001 Err 0.2473 top1 6.250 top5 3.125 | Epoch: [58][262/553] Time 2.478 Data 0.001 Err 0.3024 top1 4.688 top5 3.125 | Epoch: [58][263/553] Time 2.508 Data 0.001 Err 0.4076 top1 10.156 top5 4.688 | Epoch: [58][264/553] Time 2.455 Data 0.001 Err 0.4150 top1 10.938 top5 3.125 | Epoch: [58][265/553] Time 2.445 Data 0.001 Err 0.2976 top1 7.812 top5 2.344 | Epoch: [58][266/553] Time 2.447 Data 0.001 Err 0.3179 top1 7.812 top5 3.125 | Epoch: [58][267/553] Time 2.481 Data 0.001 Err 0.2169 top1 7.812 top5 0.000 | Epoch: [58][268/553] Time 2.432 Data 0.003 Err 0.3122 top1 8.594 top5 2.344 | Epoch: [58][269/553] Time 2.480 Data 0.001 Err 0.2697 top1 7.031 top5 2.344 | Epoch: [58][270/553] Time 2.446 Data 0.001 Err 0.2301 top1 6.250 top5 1.562 | Epoch: [58][271/553] Time 2.458 Data 0.001 Err 0.2982 top1 7.031 top5 2.344 | Epoch: [58][272/553] Time 2.447 Data 0.001 Err 0.2216 top1 7.031 top5 0.000 | Epoch: [58][273/553] Time 2.445 Data 0.001 Err 0.1163 top1 1.562 top5 0.000 | Epoch: [58][274/553] Time 2.460 Data 0.001 Err 0.2518 top1 8.594 top5 0.781 | Epoch: [58][275/553] Time 2.484 Data 0.001 Err 0.3671 top1 7.031 top5 3.906 | Epoch: [58][276/553] Time 2.449 Data 0.001 Err 0.3377 top1 9.375 top5 3.906 | Epoch: [58][277/553] Time 2.443 Data 0.001 Err 0.2243 top1 6.250 top5 0.781 | Epoch: [58][278/553] Time 2.458 Data 0.001 Err 0.3154 top1 8.594 top5 2.344 | Epoch: [58][279/553] Time 2.453 Data 0.001 Err 0.3661 top1 10.938 top5 0.781 | Epoch: [58][280/553] Time 2.442 Data 0.001 Err 0.3118 top1 7.812 top5 2.344 | Epoch: [58][281/553] Time 2.526 Data 0.001 Err 0.2651 top1 6.250 top5 3.906 | Epoch: [58][282/553] Time 2.530 Data 0.000 Err 0.4146 top1 10.156 top5 3.125 | Epoch: [58][283/553] Time 2.449 Data 0.001 Err 0.4062 top1 10.938 top5 4.688 | Epoch: [58][284/553] Time 2.440 Data 0.001 Err 0.3240 top1 10.938 top5 0.781 | Epoch: [58][285/553] Time 2.513 Data 0.001 Err 0.2998 top1 8.594 top5 3.125 | Epoch: [58][286/553] Time 2.473 Data 0.001 Err 0.3224 top1 7.812 top5 3.125 | Epoch: [58][287/553] Time 2.474 Data 0.007 Err 0.2187 top1 5.469 top5 2.344 | Epoch: [58][288/553] Time 2.446 Data 0.001 Err 0.2586 top1 7.031 top5 1.562 | Epoch: [58][289/553] Time 2.443 Data 0.001 Err 0.3452 top1 9.375 top5 2.344 | Epoch: [58][290/553] Time 2.492 Data 0.001 Err 0.5299 top1 14.062 top5 7.031 | Epoch: [58][291/553] Time 2.497 Data 0.001 Err 0.2410 top1 7.031 top5 0.000 | Epoch: [58][292/553] Time 2.451 Data 0.001 Err 0.3699 top1 9.375 top5 4.688 | Epoch: [58][293/553] Time 2.440 Data 0.001 Err 0.2468 top1 6.250 top5 3.125 | Epoch: [58][294/553] Time 2.451 Data 0.001 Err 0.3863 top1 8.594 top5 3.906 | Epoch: [58][295/553] Time 2.475 Data 0.001 Err 0.2602 top1 6.250 top5 1.562 | Epoch: [58][296/553] Time 2.438 Data 0.001 Err 0.2846 top1 8.594 top5 2.344 | Epoch: [58][297/553] Time 2.453 Data 0.001 Err 0.2522 top1 7.031 top5 0.781 | Epoch: [58][298/553] Time 2.454 Data 0.001 Err 0.3408 top1 9.375 top5 1.562 | Epoch: [58][299/553] Time 2.484 Data 0.001 Err 0.2200 top1 4.688 top5 1.562 | Epoch: [58][300/553] Time 2.475 Data 0.001 Err 0.3553 top1 9.375 top5 3.125 | Epoch: [58][301/553] Time 2.493 Data 0.001 Err 0.2484 top1 7.031 top5 1.562 | Epoch: [58][302/553] Time 2.461 Data 0.001 Err 0.3014 top1 7.031 top5 1.562 | Epoch: [58][303/553] Time 2.488 Data 0.001 Err 0.2381 top1 4.688 top5 1.562 | Epoch: [58][304/553] Time 2.441 Data 0.001 Err 0.2553 top1 7.031 top5 2.344 | Epoch: [58][305/553] Time 2.449 Data 0.001 Err 0.3740 top1 9.375 top5 3.906 | Epoch: [58][306/553] Time 2.481 Data 0.004 Err 0.4388 top1 10.938 top5 3.906 | Epoch: [58][307/553] Time 2.440 Data 0.001 Err 0.3880 top1 10.156 top5 3.125 | Epoch: [58][308/553] Time 2.448 Data 0.001 Err 0.2169 top1 4.688 top5 1.562 | Epoch: [58][309/553] Time 2.480 Data 0.001 Err 0.2465 top1 7.031 top5 0.781 | Epoch: [58][310/553] Time 2.438 Data 0.001 Err 0.2478 top1 5.469 top5 2.344 | Epoch: [58][311/553] Time 2.434 Data 0.001 Err 0.3647 top1 10.938 top5 4.688 | Epoch: [58][312/553] Time 2.488 Data 0.001 Err 0.2676 top1 7.812 top5 2.344 | Epoch: [58][313/553] Time 2.434 Data 0.001 Err 0.2904 top1 7.031 top5 2.344 | Epoch: [58][314/553] Time 2.440 Data 0.001 Err 0.1352 top1 4.688 top5 0.781 | Epoch: [58][315/553] Time 2.518 Data 0.001 Err 0.2757 top1 9.375 top5 2.344 | Epoch: [58][316/553] Time 2.448 Data 0.001 Err 0.2156 top1 8.594 top5 0.781 | Epoch: [58][317/553] Time 2.479 Data 0.001 Err 0.3465 top1 10.156 top5 0.781 | Epoch: [58][318/553] Time 2.465 Data 0.000 Err 0.3222 top1 7.812 top5 2.344 | Epoch: [58][319/553] Time 2.447 Data 0.001 Err 0.2426 top1 7.812 top5 0.781 | Epoch: [58][320/553] Time 2.449 Data 0.001 Err 0.2839 top1 8.594 top5 2.344 | Epoch: [58][321/553] Time 2.525 Data 0.001 Err 0.3614 top1 8.594 top5 1.562 | Epoch: [58][322/553] Time 2.456 Data 0.001 Err 0.2981 top1 9.375 top5 1.562 | Epoch: [58][323/553] Time 2.459 Data 0.001 Err 0.2459 top1 3.906 top5 0.000 | Epoch: [58][324/553] Time 2.496 Data 0.001 Err 0.2566 top1 7.031 top5 1.562 | Epoch: [58][325/553] Time 2.449 Data 0.006 Err 0.2647 top1 9.375 top5 1.562 | Epoch: [58][326/553] Time 2.440 Data 0.001 Err 0.2781 top1 7.812 top5 0.781 | Epoch: [58][327/553] Time 2.446 Data 0.001 Err 0.2772 top1 6.250 top5 2.344 | Epoch: [58][328/553] Time 2.463 Data 0.001 Err 0.2245 top1 4.688 top5 2.344 | Epoch: [58][329/553] Time 2.448 Data 0.001 Err 0.1326 top1 2.344 top5 0.000 | Epoch: [58][330/553] Time 2.471 Data 0.001 Err 0.3027 top1 8.594 top5 2.344 | Epoch: [58][331/553] Time 2.451 Data 0.001 Err 0.2252 top1 6.250 top5 1.562 | Epoch: [58][332/553] Time 2.487 Data 0.001 Err 0.1430 top1 3.906 top5 0.000 | Epoch: [58][333/553] Time 2.472 Data 0.001 Err 0.3755 top1 10.156 top5 3.125 | Epoch: [58][334/553] Time 2.480 Data 0.001 Err 0.4291 top1 11.719 top5 3.125 | Epoch: [58][335/553] Time 2.471 Data 0.001 Err 0.3739 top1 8.594 top5 3.906 | Epoch: [58][336/553] Time 2.445 Data 0.001 Err 0.3187 top1 7.812 top5 1.562 | Epoch: [58][337/553] Time 2.454 Data 0.001 Err 0.3187 top1 7.031 top5 2.344 | Epoch: [58][338/553] Time 2.510 Data 0.001 Err 0.2398 top1 5.469 top5 0.781 | Epoch: [58][339/553] Time 2.454 Data 0.001 Err 0.3009 top1 9.375 top5 3.125 | Epoch: [58][340/553] Time 2.496 Data 0.001 Err 0.1270 top1 3.906 top5 0.000 | Epoch: [58][341/553] Time 2.460 Data 0.001 Err 0.2957 top1 9.375 top5 1.562 | Epoch: [58][342/553] Time 2.450 Data 0.001 Err 0.1828 top1 4.688 top5 0.781 | Epoch: [58][343/553] Time 2.443 Data 0.001 Err 0.2284 top1 6.250 top5 1.562 | Epoch: [58][344/553] Time 2.476 Data 0.002 Err 0.1458 top1 3.906 top5 0.000 | Epoch: [58][345/553] Time 2.489 Data 0.000 Err 0.3133 top1 8.594 top5 3.125 | Epoch: [58][346/553] Time 2.490 Data 0.001 Err 0.2025 top1 7.812 top5 1.562 | Epoch: [58][347/553] Time 2.481 Data 0.001 Err 0.3720 top1 9.375 top5 2.344 | Epoch: [58][348/553] Time 2.517 Data 0.001 Err 0.1771 top1 5.469 top5 0.781 | Epoch: [58][349/553] Time 2.481 Data 0.001 Err 0.2200 top1 5.469 top5 1.562 | Epoch: [58][350/553] Time 2.461 Data 0.001 Err 0.2903 top1 10.156 top5 1.562 | Epoch: [58][351/553] Time 2.445 Data 0.001 Err 0.2945 top1 7.812 top5 2.344 | Epoch: [58][352/553] Time 2.468 Data 0.001 Err 0.3082 top1 9.375 top5 1.562 | Epoch: [58][353/553] Time 2.456 Data 0.002 Err 0.3645 top1 10.938 top5 1.562 | Epoch: [58][354/553] Time 2.440 Data 0.001 Err 0.2703 top1 5.469 top5 2.344 | Epoch: [58][355/553] Time 2.499 Data 0.001 Err 0.2991 top1 9.375 top5 3.125 | Epoch: [58][356/553] Time 2.505 Data 0.001 Err 0.3205 top1 9.375 top5 1.562 | Epoch: [58][357/553] Time 2.496 Data 0.001 Err 0.2803 top1 7.812 top5 2.344 | Epoch: [58][358/553] Time 2.482 Data 0.000 Err 0.2565 top1 6.250 top5 3.906 | Epoch: [58][359/553] Time 2.473 Data 0.001 Err 0.1993 top1 6.250 top5 0.781 | Epoch: [58][360/553] Time 2.443 Data 0.001 Err 0.2120 top1 4.688 top5 1.562 | Epoch: [58][361/553] Time 2.507 Data 0.001 Err 0.3395 top1 10.938 top5 3.125 | Epoch: [58][362/553] Time 2.478 Data 0.001 Err 0.3960 top1 9.375 top5 3.125 | Epoch: [58][363/553] Time 2.453 Data 0.005 Err 0.2631 top1 6.250 top5 2.344 | Epoch: [58][364/553] Time 2.445 Data 0.001 Err 0.4467 top1 10.156 top5 4.688 | Epoch: [58][365/553] Time 2.463 Data 0.001 Err 0.1557 top1 4.688 top5 1.562 | Epoch: [58][366/553] Time 2.476 Data 0.001 Err 0.3650 top1 8.594 top5 2.344 | Epoch: [58][367/553] Time 2.475 Data 0.001 Err 0.3527 top1 9.375 top5 3.125 | Epoch: [58][368/553] Time 2.455 Data 0.001 Err 0.3254 top1 10.156 top5 2.344 | Epoch: [58][369/553] Time 2.454 Data 0.001 Err 0.2864 top1 6.250 top5 2.344 | Epoch: [58][370/553] Time 2.468 Data 0.000 Err 0.2299 top1 6.250 top5 2.344 | Epoch: [58][371/553] Time 2.439 Data 0.001 Err 0.4677 top1 9.375 top5 4.688 | Epoch: [58][372/553] Time 2.487 Data 0.001 Err 0.2393 top1 6.250 top5 0.781 | Epoch: [58][373/553] Time 2.478 Data 0.001 Err 0.3296 top1 7.031 top5 4.688 | Epoch: [58][374/553] Time 2.477 Data 0.001 Err 0.2560 top1 8.594 top5 1.562 | Epoch: [58][375/553] Time 2.496 Data 0.001 Err 0.3432 top1 10.938 top5 3.125 | Epoch: [58][376/553] Time 2.489 Data 0.001 Err 0.2463 top1 7.812 top5 0.781 | Epoch: [58][377/553] Time 2.454 Data 0.001 Err 0.2794 top1 5.469 top5 1.562 | Epoch: [58][378/553] Time 2.440 Data 0.001 Err 0.1944 top1 6.250 top5 0.781 | Epoch: [58][379/553] Time 2.447 Data 0.001 Err 0.4177 top1 13.281 top5 3.906 | Epoch: [58][380/553] Time 2.463 Data 0.001 Err 0.2895 top1 8.594 top5 3.125 | Epoch: [58][381/553] Time 2.496 Data 0.005 Err 0.3044 top1 8.594 top5 2.344 | Epoch: [58][382/553] Time 2.474 Data 0.001 Err 0.3071 top1 8.594 top5 0.781 | Epoch: [58][383/553] Time 2.462 Data 0.001 Err 0.3092 top1 7.031 top5 3.906 | Epoch: [58][384/553] Time 2.450 Data 0.001 Err 0.3816 top1 10.156 top5 3.906 | Epoch: [58][385/553] Time 2.458 Data 0.001 Err 0.2856 top1 5.469 top5 1.562 | Epoch: [58][386/553] Time 2.482 Data 0.001 Err 0.2474 top1 6.250 top5 2.344 | Epoch: [58][387/553] Time 2.505 Data 0.001 Err 0.2829 top1 8.594 top5 2.344 | Epoch: [58][388/553] Time 2.436 Data 0.001 Err 0.4425 top1 10.156 top5 4.688 | Epoch: [58][389/553] Time 2.437 Data 0.001 Err 0.2656 top1 7.031 top5 0.781 | Epoch: [58][390/553] Time 2.522 Data 0.001 Err 0.3166 top1 9.375 top5 3.906 | Epoch: [58][391/553] Time 2.439 Data 0.001 Err 0.2173 top1 6.250 top5 0.781 | Epoch: [58][392/553] Time 2.478 Data 0.001 Err 0.3752 top1 8.594 top5 5.469 | Epoch: [58][393/553] Time 2.491 Data 0.001 Err 0.2168 top1 7.031 top5 1.562 | Epoch: [58][394/553] Time 2.507 Data 0.001 Err 0.3092 top1 7.812 top5 1.562 | Epoch: [58][395/553] Time 2.452 Data 0.001 Err 0.1610 top1 3.125 top5 0.781 | Epoch: [58][396/553] Time 2.454 Data 0.001 Err 0.2526 top1 7.812 top5 0.781 | Epoch: [58][397/553] Time 2.452 Data 0.001 Err 0.3608 top1 7.031 top5 3.125 | Epoch: [58][398/553] Time 2.489 Data 0.001 Err 0.2822 top1 7.812 top5 1.562 | Epoch: [58][399/553] Time 2.478 Data 0.001 Err 0.2455 top1 6.250 top5 2.344 | Epoch: [58][400/553] Time 2.437 Data 0.001 Err 0.2830 top1 6.250 top5 3.125 | Epoch: [58][401/553] Time 2.479 Data 0.003 Err 0.3936 top1 9.375 top5 3.906 | Epoch: [58][402/553] Time 2.444 Data 0.001 Err 0.3770 top1 8.594 top5 2.344 | Epoch: [58][403/553] Time 2.532 Data 0.001 Err 0.3838 top1 10.156 top5 1.562 | Epoch: [58][404/553] Time 2.467 Data 0.001 Err 0.3029 top1 9.375 top5 1.562 | Epoch: [58][405/553] Time 2.489 Data 0.001 Err 0.2663 top1 7.031 top5 3.125 | Epoch: [58][406/553] Time 2.459 Data 0.000 Err 0.2330 top1 7.031 top5 1.562 | Epoch: [58][407/553] Time 2.537 Data 0.001 Err 0.2499 top1 8.594 top5 0.000 | Epoch: [58][408/553] Time 2.443 Data 0.001 Err 0.2591 top1 7.812 top5 2.344 | Epoch: [58][409/553] Time 2.443 Data 0.001 Err 0.2323 top1 6.250 top5 1.562 | Epoch: [58][410/553] Time 2.445 Data 0.001 Err 0.3190 top1 8.594 top5 0.000 | Epoch: [58][411/553] Time 2.507 Data 0.001 Err 0.2045 top1 5.469 top5 1.562 | Epoch: [58][412/553] Time 2.455 Data 0.001 Err 0.2825 top1 7.031 top5 1.562 | Epoch: [58][413/553] Time 2.536 Data 0.001 Err 0.2591 top1 7.031 top5 0.781 | Epoch: [58][414/553] Time 2.465 Data 0.001 Err 0.3467 top1 8.594 top5 4.688 | Epoch: [58][415/553] Time 2.504 Data 0.001 Err 0.2022 top1 3.906 top5 2.344 | Epoch: [58][416/553] Time 2.504 Data 0.001 Err 0.2202 top1 7.812 top5 0.781 | Epoch: [58][417/553] Time 2.459 Data 0.001 Err 0.4437 top1 10.938 top5 6.250 | Epoch: [58][418/553] Time 2.463 Data 0.001 Err 0.2795 top1 8.594 top5 1.562 | Epoch: [58][419/553] Time 2.508 Data 0.001 Err 0.2812 top1 8.594 top5 3.125 | Epoch: [58][420/553] Time 2.437 Data 0.003 Err 0.2207 top1 6.250 top5 1.562 | Epoch: [58][421/553] Time 2.476 Data 0.001 Err 0.2659 top1 6.250 top5 3.125 | Epoch: [58][422/553] Time 2.461 Data 0.001 Err 0.2255 top1 4.688 top5 2.344 | Epoch: [58][423/553] Time 2.488 Data 0.001 Err 0.1705 top1 4.688 top5 1.562 | Epoch: [58][424/553] Time 2.439 Data 0.001 Err 0.3067 top1 7.031 top5 1.562 | Epoch: [58][425/553] Time 2.459 Data 0.001 Err 0.4306 top1 9.375 top5 6.250 | Epoch: [58][426/553] Time 2.505 Data 0.001 Err 0.2349 top1 7.031 top5 1.562 | Epoch: [58][427/553] Time 2.478 Data 0.001 Err 0.2932 top1 9.375 top5 3.125 | Epoch: [58][428/553] Time 2.454 Data 0.001 Err 0.3594 top1 10.156 top5 2.344 | Epoch: [58][429/553] Time 2.453 Data 0.001 Err 0.2275 top1 5.469 top5 0.781 | Epoch: [58][430/553] Time 2.456 Data 0.001 Err 0.2600 top1 7.031 top5 2.344 | Epoch: [58][431/553] Time 2.449 Data 0.001 Err 0.3188 top1 8.594 top5 1.562 | Epoch: [58][432/553] Time 2.457 Data 0.001 Err 0.5031 top1 17.969 top5 4.688 | Epoch: [58][433/553] Time 2.439 Data 0.001 Err 0.2536 top1 7.031 top5 0.781 | Epoch: [58][434/553] Time 2.489 Data 0.001 Err 0.2042 top1 4.688 top5 2.344 | Epoch: [58][435/553] Time 2.482 Data 0.001 Err 0.3104 top1 6.250 top5 3.125 | Epoch: [58][436/553] Time 2.449 Data 0.001 Err 0.3867 top1 9.375 top5 3.125 | Epoch: [58][437/553] Time 2.449 Data 0.001 Err 0.2127 top1 5.469 top5 0.000 | Epoch: [58][438/553] Time 2.438 Data 0.001 Err 0.3021 top1 7.812 top5 2.344 | Epoch: [58][439/553] Time 2.477 Data 0.005 Err 0.2358 top1 6.250 top5 1.562 | Epoch: [58][440/553] Time 2.452 Data 0.000 Err 0.5160 top1 11.719 top5 5.469 | Epoch: [58][441/553] Time 2.515 Data 0.001 Err 0.2768 top1 6.250 top5 1.562 | Epoch: [58][442/553] Time 2.447 Data 0.001 Err 0.3197 top1 7.812 top5 4.688 | Epoch: [58][443/553] Time 2.442 Data 0.001 Err 0.2940 top1 5.469 top5 3.125 | Epoch: [58][444/553] Time 2.458 Data 0.001 Err 0.2984 top1 6.250 top5 2.344 | Epoch: [58][445/553] Time 2.469 Data 0.001 Err 0.2599 top1 7.812 top5 1.562 | Epoch: [58][446/553] Time 2.483 Data 0.001 Err 0.3378 top1 10.156 top5 2.344 | Epoch: [58][447/553] Time 2.454 Data 0.001 Err 0.2296 top1 5.469 top5 1.562 | Epoch: [58][448/553] Time 2.449 Data 0.001 Err 0.2906 top1 6.250 top5 2.344 | Epoch: [58][449/553] Time 2.437 Data 0.001 Err 0.2119 top1 5.469 top5 2.344 | Epoch: [58][450/553] Time 2.477 Data 0.001 Err 0.2232 top1 6.250 top5 1.562 | Epoch: [58][451/553] Time 2.477 Data 0.001 Err 0.2374 top1 6.250 top5 2.344 | Epoch: [58][452/553] Time 2.456 Data 0.001 Err 0.4495 top1 9.375 top5 4.688 | Epoch: [58][453/553] Time 2.494 Data 0.001 Err 0.3897 top1 10.156 top5 3.125 | Epoch: [58][454/553] Time 2.468 Data 0.001 Err 0.2614 top1 7.031 top5 1.562 | Epoch: [58][455/553] Time 2.450 Data 0.001 Err 0.2913 top1 8.594 top5 3.125 | Epoch: [58][456/553] Time 2.452 Data 0.001 Err 0.1591 top1 3.906 top5 0.781 | Epoch: [58][457/553] Time 2.442 Data 0.001 Err 0.4125 top1 13.281 top5 2.344 | Epoch: [58][458/553] Time 2.465 Data 0.004 Err 0.2024 top1 3.906 top5 0.781 | Epoch: [58][459/553] Time 2.468 Data 0.001 Err 0.2120 top1 3.906 top5 0.781 | Epoch: [58][460/553] Time 2.442 Data 0.001 Err 0.2367 top1 6.250 top5 0.000 | Epoch: [58][461/553] Time 2.492 Data 0.001 Err 0.2775 top1 7.031 top5 2.344 | Epoch: [58][462/553] Time 2.508 Data 0.001 Err 0.2426 top1 10.156 top5 0.000 | Epoch: [58][463/553] Time 2.535 Data 0.001 Err 0.1205 top1 3.125 top5 0.781 | Epoch: [58][464/553] Time 2.486 Data 0.001 Err 0.1651 top1 5.469 top5 0.781 | Epoch: [58][465/553] Time 2.450 Data 0.001 Err 0.1834 top1 6.250 top5 0.781 | Epoch: [58][466/553] Time 2.443 Data 0.001 Err 0.2339 top1 5.469 top5 1.562 | Epoch: [58][467/553] Time 2.475 Data 0.001 Err 0.2741 top1 7.812 top5 1.562 | Epoch: [58][468/553] Time 2.470 Data 0.001 Err 0.3321 top1 10.938 top5 3.125 | Epoch: [58][469/553] Time 2.478 Data 0.001 Err 0.1895 top1 4.688 top5 0.000 | Epoch: [58][470/553] Time 2.462 Data 0.000 Err 0.3021 top1 8.594 top5 1.562 | Epoch: [58][471/553] Time 2.480 Data 0.001 Err 0.2933 top1 6.250 top5 3.125 | Epoch: [58][472/553] Time 2.496 Data 0.001 Err 0.3002 top1 7.812 top5 2.344 | Epoch: [58][473/553] Time 2.483 Data 0.001 Err 0.3090 top1 8.594 top5 2.344 | Epoch: [58][474/553] Time 2.468 Data 0.001 Err 0.2385 top1 7.031 top5 1.562 | Epoch: [58][475/553] Time 2.444 Data 0.001 Err 0.3264 top1 9.375 top5 2.344 | Epoch: [58][476/553] Time 2.445 Data 0.001 Err 0.3727 top1 8.594 top5 3.906 | Epoch: [58][477/553] Time 2.444 Data 0.001 Err 0.2533 top1 6.250 top5 1.562 | Epoch: [58][478/553] Time 2.480 Data 0.001 Err 0.3059 top1 8.594 top5 1.562 | Epoch: [58][479/553] Time 2.497 Data 0.001 Err 0.1949 top1 3.125 top5 1.562 | Epoch: [58][480/553] Time 2.487 Data 0.001 Err 0.3869 top1 9.375 top5 5.469 | Epoch: [58][481/553] Time 2.474 Data 0.001 Err 0.1882 top1 5.469 top5 1.562 | Epoch: [58][482/553] Time 2.510 Data 0.001 Err 0.1808 top1 4.688 top5 0.781 | Epoch: [58][483/553] Time 2.522 Data 0.001 Err 0.3833 top1 10.156 top5 3.906 | Epoch: [58][484/553] Time 2.446 Data 0.001 Err 0.1478 top1 6.250 top5 0.781 | Epoch: [58][485/553] Time 2.492 Data 0.001 Err 0.4562 top1 12.500 top5 3.906 | Epoch: [58][486/553] Time 2.484 Data 0.001 Err 0.2348 top1 7.031 top5 2.344 | Epoch: [58][487/553] Time 2.482 Data 0.001 Err 0.2604 top1 7.031 top5 1.562 | Epoch: [58][488/553] Time 2.452 Data 0.001 Err 0.2582 top1 8.594 top5 0.000 | Epoch: [58][489/553] Time 2.452 Data 0.001 Err 0.1712 top1 3.906 top5 0.781 | Epoch: [58][490/553] Time 2.452 Data 0.001 Err 0.3972 top1 10.156 top5 4.688 | Epoch: [58][491/553] Time 2.472 Data 0.001 Err 0.2468 top1 7.031 top5 1.562 | Epoch: [58][492/553] Time 2.499 Data 0.001 Err 0.3263 top1 7.812 top5 2.344 | Epoch: [58][493/553] Time 2.450 Data 0.001 Err 0.1866 top1 3.906 top5 0.781 | Epoch: [58][494/553] Time 2.489 Data 0.001 Err 0.1590 top1 5.469 top5 1.562 | Epoch: [58][495/553] Time 2.430 Data 0.001 Err 0.3021 top1 8.594 top5 1.562 | Epoch: [58][496/553] Time 2.444 Data 0.003 Err 0.1949 top1 5.469 top5 1.562 | Epoch: [58][497/553] Time 2.467 Data 0.001 Err 0.2200 top1 6.250 top5 1.562 | Epoch: [58][498/553] Time 2.499 Data 0.001 Err 0.2338 top1 7.031 top5 0.781 | Epoch: [58][499/553] Time 2.521 Data 0.000 Err 0.2545 top1 7.812 top5 0.000 | Epoch: [58][500/553] Time 2.446 Data 0.000 Err 0.2673 top1 4.688 top5 2.344 | Epoch: [58][501/553] Time 2.486 Data 0.001 Err 0.2463 top1 5.469 top5 1.562 | Epoch: [58][502/553] Time 2.439 Data 0.001 Err 0.2448 top1 7.031 top5 0.781 | Epoch: [58][503/553] Time 2.466 Data 0.001 Err 0.1968 top1 5.469 top5 0.781 | Epoch: [58][504/553] Time 2.468 Data 0.001 Err 0.2152 top1 5.469 top5 0.781 | Epoch: [58][505/553] Time 2.439 Data 0.001 Err 0.2490 top1 6.250 top5 2.344 | Epoch: [58][506/553] Time 2.499 Data 0.001 Err 0.2433 top1 7.031 top5 0.781 | Epoch: [58][507/553] Time 2.488 Data 0.001 Err 0.4024 top1 9.375 top5 2.344 | Epoch: [58][508/553] Time 2.511 Data 0.001 Err 0.3408 top1 10.156 top5 3.125 | Epoch: [58][509/553] Time 2.448 Data 0.001 Err 0.2096 top1 7.031 top5 0.781 | Epoch: [58][510/553] Time 2.442 Data 0.000 Err 0.2729 top1 9.375 top5 2.344 | Epoch: [58][511/553] Time 2.478 Data 0.001 Err 0.2233 top1 5.469 top5 1.562 | Epoch: [58][512/553] Time 2.447 Data 0.001 Err 0.2783 top1 9.375 top5 0.781 | Epoch: [58][513/553] Time 2.443 Data 0.001 Err 0.2670 top1 6.250 top5 1.562 | Epoch: [58][514/553] Time 2.487 Data 0.001 Err 0.1789 top1 4.688 top5 1.562 | Epoch: [58][515/553] Time 2.480 Data 0.005 Err 0.2685 top1 6.250 top5 2.344 | Epoch: [58][516/553] Time 2.437 Data 0.001 Err 0.3231 top1 7.812 top5 1.562 | Epoch: [58][517/553] Time 2.441 Data 0.001 Err 0.2705 top1 7.031 top5 1.562 | Epoch: [58][518/553] Time 2.447 Data 0.001 Err 0.5131 top1 14.062 top5 3.906 | Epoch: [58][519/553] Time 2.441 Data 0.001 Err 0.2933 top1 5.469 top5 2.344 | Epoch: [58][520/553] Time 2.462 Data 0.001 Err 0.1910 top1 5.469 top5 0.781 | Epoch: [58][521/553] Time 2.441 Data 0.001 Err 0.2706 top1 7.031 top5 0.781 | Epoch: [58][522/553] Time 2.444 Data 0.001 Err 0.2978 top1 7.031 top5 3.125 | Epoch: [58][523/553] Time 2.441 Data 0.001 Err 0.3182 top1 7.031 top5 2.344 | Epoch: [58][524/553] Time 2.436 Data 0.001 Err 0.2041 top1 6.250 top5 0.781 | Epoch: [58][525/553] Time 2.468 Data 0.001 Err 0.3042 top1 7.812 top5 0.781 | Epoch: [58][526/553] Time 2.470 Data 0.001 Err 0.3137 top1 9.375 top5 2.344 | Epoch: [58][527/553] Time 2.473 Data 0.001 Err 0.3069 top1 5.469 top5 2.344 | Epoch: [58][528/553] Time 2.447 Data 0.001 Err 0.2064 top1 6.250 top5 0.781 | Epoch: [58][529/553] Time 2.492 Data 0.001 Err 0.2287 top1 9.375 top5 0.781 | Epoch: [58][530/553] Time 2.533 Data 0.001 Err 0.2941 top1 8.594 top5 2.344 | Epoch: [58][531/553] Time 2.471 Data 0.001 Err 0.2171 top1 4.688 top5 1.562 | Epoch: [58][532/553] Time 2.448 Data 0.001 Err 0.3557 top1 10.938 top5 3.906 | Epoch: [58][533/553] Time 2.443 Data 0.001 Err 0.4327 top1 10.938 top5 4.688 | Epoch: [58][534/553] Time 2.482 Data 0.006 Err 0.2831 top1 9.375 top5 3.125 | Epoch: [58][535/553] Time 2.438 Data 0.001 Err 0.2011 top1 6.250 top5 0.781 | Epoch: [58][536/553] Time 2.443 Data 0.001 Err 0.1953 top1 5.469 top5 1.562 | Epoch: [58][537/553] Time 2.445 Data 0.001 Err 0.2613 top1 7.031 top5 1.562 | Epoch: [58][538/553] Time 2.514 Data 0.001 Err 0.2457 top1 7.812 top5 2.344 | Epoch: [58][539/553] Time 2.446 Data 0.001 Err 0.3322 top1 10.156 top5 0.781 | Epoch: [58][540/553] Time 2.447 Data 0.001 Err 0.1839 top1 5.469 top5 1.562 | Epoch: [58][541/553] Time 2.496 Data 0.001 Err 0.3241 top1 9.375 top5 5.469 | Epoch: [58][542/553] Time 2.496 Data 0.001 Err 0.2659 top1 8.594 top5 1.562 | Epoch: [58][543/553] Time 2.465 Data 0.000 Err 0.2719 top1 7.812 top5 1.562 | Epoch: [58][544/553] Time 2.461 Data 0.000 Err 0.2472 top1 6.250 top5 3.125 | Epoch: [58][545/553] Time 2.467 Data 0.000 Err 0.2693 top1 4.688 top5 2.344 | Epoch: [58][546/553] Time 2.474 Data 0.000 Err 0.2918 top1 7.031 top5 3.125 | Epoch: [58][547/553] Time 2.433 Data 0.000 Err 0.1882 top1 4.688 top5 0.000 | Epoch: [58][548/553] Time 2.450 Data 0.000 Err 0.2113 top1 5.469 top5 0.781 | Epoch: [58][549/553] Time 2.452 Data 0.000 Err 0.1967 top1 5.469 top5 0.000 | Epoch: [58][550/553] Time 2.437 Data 0.000 Err 0.3455 top1 9.375 top5 2.344 | Epoch: [58][551/553] Time 2.436 Data 0.000 Err 0.3470 top1 10.156 top5 2.344 | Epoch: [58][552/553] Time 2.438 Data 0.004 Err 0.3040 top1 8.594 top5 2.344 | Epoch: [58][553/553] Time 1.030 Data 0.000 Err 0.3454 top1 13.636 top5 4.545 | Test: [58][1/198] Time 2.343 Data 1.618 top1 7.812 ( 7.812) top5 1.562 ( 1.562) | Test: [58][2/198] Time 0.713 Data 0.001 top1 10.938 ( 9.375) top5 0.781 ( 1.172) | Test: [58][3/198] Time 0.722 Data 0.000 top1 13.281 ( 10.677) top5 1.562 ( 1.302) | Test: [58][4/198] Time 0.726 Data 0.001 top1 6.250 ( 9.570) top5 1.562 ( 1.367) | Test: [58][5/198] Time 0.717 Data 0.001 top1 13.281 ( 10.312) top5 1.562 ( 1.406) | Test: [58][6/198] Time 0.721 Data 0.000 top1 17.969 ( 11.589) top5 4.688 ( 1.953) | Test: [58][7/198] Time 0.715 Data 0.001 top1 15.625 ( 12.165) top5 2.344 ( 2.009) | Test: [58][8/198] Time 0.719 Data 0.001 top1 14.844 ( 12.500) top5 2.344 ( 2.051) | Test: [58][9/198] Time 0.735 Data 0.001 top1 15.625 ( 12.847) top5 4.688 ( 2.344) | Test: [58][10/198] Time 0.752 Data 0.003 top1 13.281 ( 12.891) top5 1.562 ( 2.266) | Test: [58][11/198] Time 0.734 Data 0.001 top1 11.719 ( 12.784) top5 1.562 ( 2.202) | Test: [58][12/198] Time 0.733 Data 0.001 top1 16.406 ( 13.086) top5 3.906 ( 2.344) | Test: [58][13/198] Time 0.715 Data 0.001 top1 10.156 ( 12.861) top5 2.344 ( 2.344) | Test: [58][14/198] Time 0.714 Data 0.001 top1 25.000 ( 13.728) top5 4.688 ( 2.511) | Test: [58][15/198] Time 0.719 Data 0.001 top1 11.719 ( 13.594) top5 0.781 ( 2.396) | Test: [58][16/198] Time 0.728 Data 0.001 top1 12.500 ( 13.525) top5 2.344 ( 2.393) | Test: [58][17/198] Time 0.717 Data 0.000 top1 10.938 ( 13.373) top5 3.125 ( 2.436) | Test: [58][18/198] Time 0.712 Data 0.001 top1 10.938 ( 13.238) top5 3.125 ( 2.474) | Test: [58][19/198] Time 0.718 Data 0.001 top1 15.625 ( 13.363) top5 0.781 ( 2.385) | Test: [58][20/198] Time 0.719 Data 0.001 top1 14.844 ( 13.438) top5 3.125 ( 2.422) | Test: [58][21/198] Time 0.726 Data 0.000 top1 13.281 ( 13.430) top5 2.344 ( 2.418) | Test: [58][22/198] Time 0.730 Data 0.001 top1 12.500 ( 13.388) top5 5.469 ( 2.557) | Test: [58][23/198] Time 0.727 Data 0.001 top1 15.625 ( 13.485) top5 3.125 ( 2.582) | Test: [58][24/198] Time 0.736 Data 0.001 top1 10.156 ( 13.346) top5 0.781 ( 2.507) | Test: [58][25/198] Time 0.730 Data 0.001 top1 10.156 ( 13.219) top5 2.344 ( 2.500) | Test: [58][26/198] Time 0.723 Data 0.001 top1 14.062 ( 13.251) top5 4.688 ( 2.584) | Test: [58][27/198] Time 0.723 Data 0.001 top1 14.844 ( 13.310) top5 3.906 ( 2.633) | Test: [58][28/198] Time 0.720 Data 0.001 top1 7.812 ( 13.114) top5 2.344 ( 2.623) | Test: [58][29/198] Time 0.810 Data 0.001 top1 11.719 ( 13.066) top5 3.906 ( 2.667) | Test: [58][30/198] Time 0.782 Data 0.001 top1 8.594 ( 12.917) top5 0.781 ( 2.604) | Test: [58][31/198] Time 0.725 Data 0.001 top1 6.250 ( 12.702) top5 3.125 ( 2.621) | Test: [58][32/198] Time 0.728 Data 0.001 top1 8.594 ( 12.573) top5 1.562 ( 2.588) | Test: [58][33/198] Time 0.741 Data 0.001 top1 10.156 ( 12.500) top5 1.562 ( 2.557) | Test: [58][34/198] Time 0.758 Data 0.001 top1 11.719 ( 12.477) top5 3.125 ( 2.574) | Test: [58][35/198] Time 0.728 Data 0.001 top1 12.500 ( 12.478) top5 1.562 ( 2.545) | Test: [58][36/198] Time 0.720 Data 0.001 top1 14.844 ( 12.543) top5 2.344 ( 2.539) | Test: [58][37/198] Time 0.715 Data 0.001 top1 15.625 ( 12.627) top5 2.344 ( 2.534) | Test: [58][38/198] Time 0.725 Data 0.001 top1 14.844 ( 12.685) top5 3.125 ( 2.549) | Test: [58][39/198] Time 0.797 Data 0.001 top1 10.156 ( 12.620) top5 1.562 ( 2.524) | Test: [58][40/198] Time 0.734 Data 0.001 top1 17.188 ( 12.734) top5 3.906 ( 2.559) | Test: [58][41/198] Time 0.736 Data 0.001 top1 15.625 ( 12.805) top5 3.906 ( 2.591) | Test: [58][42/198] Time 0.783 Data 0.001 top1 10.938 ( 12.760) top5 3.906 ( 2.623) | Test: [58][43/198] Time 0.774 Data 0.001 top1 15.625 ( 12.827) top5 3.906 ( 2.653) | Test: [58][44/198] Time 0.767 Data 0.000 top1 10.938 ( 12.784) top5 0.781 ( 2.610) | Test: [58][45/198] Time 0.729 Data 0.000 top1 7.031 ( 12.656) top5 3.125 ( 2.622) | Test: [58][46/198] Time 0.717 Data 0.001 top1 4.688 ( 12.483) top5 1.562 ( 2.599) | Test: [58][47/198] Time 0.724 Data 0.001 top1 8.594 ( 12.400) top5 1.562 ( 2.576) | Test: [58][48/198] Time 0.724 Data 0.001 top1 13.281 ( 12.419) top5 4.688 ( 2.620) | Test: [58][49/198] Time 0.768 Data 0.001 top1 5.469 ( 12.277) top5 1.562 ( 2.599) | Test: [58][50/198] Time 0.789 Data 0.001 top1 17.188 ( 12.375) top5 0.781 ( 2.562) | Test: [58][51/198] Time 0.790 Data 0.001 top1 9.375 ( 12.316) top5 2.344 ( 2.558) | Test: [58][52/198] Time 0.770 Data 0.001 top1 21.875 ( 12.500) top5 3.125 ( 2.569) | Test: [58][53/198] Time 0.773 Data 0.001 top1 7.812 ( 12.412) top5 2.344 ( 2.565) | Test: [58][54/198] Time 0.731 Data 0.001 top1 11.719 ( 12.399) top5 1.562 ( 2.546) | Test: [58][55/198] Time 0.725 Data 0.001 top1 17.188 ( 12.486) top5 3.906 ( 2.571) | Test: [58][56/198] Time 0.727 Data 0.001 top1 10.156 ( 12.444) top5 0.781 ( 2.539) | Test: [58][57/198] Time 0.738 Data 0.001 top1 10.156 ( 12.404) top5 3.125 ( 2.549) | Test: [58][58/198] Time 0.805 Data 0.001 top1 14.844 ( 12.446) top5 4.688 ( 2.586) | Test: [58][59/198] Time 0.789 Data 0.001 top1 14.062 ( 12.474) top5 3.906 ( 2.609) | Test: [58][60/198] Time 0.729 Data 0.001 top1 10.938 ( 12.448) top5 0.781 ( 2.578) | Test: [58][61/198] Time 0.756 Data 0.001 top1 14.844 ( 12.487) top5 2.344 ( 2.574) | Test: [58][62/198] Time 0.725 Data 0.001 top1 15.625 ( 12.538) top5 3.125 ( 2.583) | Test: [58][63/198] Time 0.764 Data 0.001 top1 12.500 ( 12.537) top5 0.781 ( 2.555) | Test: [58][64/198] Time 0.745 Data 0.001 top1 14.062 ( 12.561) top5 1.562 ( 2.539) | Test: [58][65/198] Time 0.733 Data 0.001 top1 10.938 ( 12.536) top5 2.344 ( 2.536) | Test: [58][66/198] Time 0.721 Data 0.001 top1 14.062 ( 12.559) top5 2.344 ( 2.533) | Test: [58][67/198] Time 0.723 Data 0.001 top1 10.156 ( 12.523) top5 1.562 ( 2.519) | Test: [58][68/198] Time 0.719 Data 0.001 top1 4.688 ( 12.408) top5 1.562 ( 2.505) | Test: [58][69/198] Time 0.794 Data 0.001 top1 13.281 ( 12.421) top5 2.344 ( 2.502) | Test: [58][70/198] Time 0.726 Data 0.001 top1 19.531 ( 12.522) top5 2.344 ( 2.500) | Test: [58][71/198] Time 0.799 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 2.498) | Test: [58][72/198] Time 0.766 Data 0.001 top1 12.500 ( 12.500) top5 3.906 ( 2.517) | Test: [58][73/198] Time 0.732 Data 0.001 top1 10.156 ( 12.468) top5 1.562 ( 2.504) | Test: [58][74/198] Time 0.732 Data 0.002 top1 10.156 ( 12.437) top5 0.781 ( 2.481) | Test: [58][75/198] Time 0.779 Data 0.001 top1 18.750 ( 12.521) top5 8.594 ( 2.562) | Test: [58][76/198] Time 0.765 Data 0.007 top1 14.844 ( 12.551) top5 3.125 ( 2.570) | Test: [58][77/198] Time 0.723 Data 0.000 top1 10.938 ( 12.530) top5 3.906 ( 2.587) | Test: [58][78/198] Time 0.802 Data 0.001 top1 10.938 ( 12.510) top5 0.781 ( 2.564) | Test: [58][79/198] Time 0.831 Data 0.001 top1 13.281 ( 12.520) top5 3.125 ( 2.571) | Test: [58][80/198] Time 0.812 Data 0.001 top1 14.844 ( 12.549) top5 1.562 ( 2.559) | Test: [58][81/198] Time 0.847 Data 0.000 top1 15.625 ( 12.587) top5 5.469 ( 2.595) | Test: [58][82/198] Time 0.831 Data 0.001 top1 17.188 ( 12.643) top5 2.344 ( 2.591) | Test: [58][83/198] Time 0.795 Data 0.001 top1 12.500 ( 12.641) top5 6.250 ( 2.636) | Test: [58][84/198] Time 0.821 Data 0.001 top1 14.844 ( 12.667) top5 3.906 ( 2.651) | Test: [58][85/198] Time 0.797 Data 0.001 top1 17.969 ( 12.730) top5 3.906 ( 2.665) | Test: [58][86/198] Time 0.724 Data 0.001 top1 11.719 ( 12.718) top5 3.906 ( 2.680) | Test: [58][87/198] Time 0.734 Data 0.001 top1 10.156 ( 12.689) top5 2.344 ( 2.676) | Test: [58][88/198] Time 0.729 Data 0.001 top1 18.750 ( 12.757) top5 3.906 ( 2.690) | Test: [58][89/198] Time 0.734 Data 0.001 top1 13.281 ( 12.763) top5 3.906 ( 2.704) | Test: [58][90/198] Time 0.729 Data 0.001 top1 12.500 ( 12.760) top5 4.688 ( 2.726) | Test: [58][91/198] Time 0.721 Data 0.001 top1 17.969 ( 12.818) top5 3.125 ( 2.730) | Test: [58][92/198] Time 0.743 Data 0.001 top1 14.062 ( 12.831) top5 4.688 ( 2.751) | Test: [58][93/198] Time 0.715 Data 0.000 top1 14.844 ( 12.853) top5 7.031 ( 2.797) | Test: [58][94/198] Time 0.728 Data 0.001 top1 10.938 ( 12.832) top5 3.906 ( 2.809) | Test: [58][95/198] Time 0.744 Data 0.000 top1 19.531 ( 12.903) top5 3.906 ( 2.821) | Test: [58][96/198] Time 0.735 Data 0.000 top1 10.938 ( 12.882) top5 1.562 ( 2.808) | Test: [58][97/198] Time 0.738 Data 0.001 top1 14.844 ( 12.903) top5 0.781 ( 2.787) | Test: [58][98/198] Time 0.718 Data 0.000 top1 12.500 ( 12.899) top5 2.344 ( 2.782) | Test: [58][99/198] Time 0.723 Data 0.001 top1 14.844 ( 12.918) top5 3.125 ( 2.786) | Test: [58][100/198] Time 0.722 Data 0.001 top1 14.844 ( 12.938) top5 5.469 ( 2.812) | Test: [58][101/198] Time 0.783 Data 0.001 top1 17.969 ( 12.987) top5 4.688 ( 2.831) | Test: [58][102/198] Time 0.749 Data 0.001 top1 11.719 ( 12.975) top5 1.562 ( 2.819) | Test: [58][103/198] Time 0.736 Data 0.003 top1 10.938 ( 12.955) top5 2.344 ( 2.814) | Test: [58][104/198] Time 0.813 Data 0.001 top1 17.188 ( 12.996) top5 7.031 ( 2.855) | Test: [58][105/198] Time 0.730 Data 0.001 top1 17.969 ( 13.043) top5 2.344 ( 2.850) | Test: [58][106/198] Time 0.734 Data 0.004 top1 10.156 ( 13.016) top5 0.781 ( 2.830) | Test: [58][107/198] Time 0.739 Data 0.001 top1 18.750 ( 13.070) top5 3.125 ( 2.833) | Test: [58][108/198] Time 0.722 Data 0.001 top1 16.406 ( 13.100) top5 3.906 ( 2.843) | Test: [58][109/198] Time 0.720 Data 0.001 top1 13.281 ( 13.102) top5 0.781 ( 2.824) | Test: [58][110/198] Time 0.731 Data 0.001 top1 8.594 ( 13.061) top5 0.781 ( 2.805) | Test: [58][111/198] Time 0.724 Data 0.001 top1 10.938 ( 13.042) top5 0.781 ( 2.787) | Test: [58][112/198] Time 0.726 Data 0.001 top1 10.938 ( 13.023) top5 3.125 ( 2.790) | Test: [58][113/198] Time 0.815 Data 0.002 top1 20.312 ( 13.088) top5 3.125 ( 2.793) | Test: [58][114/198] Time 0.822 Data 0.000 top1 14.844 ( 13.103) top5 1.562 ( 2.782) | Test: [58][115/198] Time 0.843 Data 0.001 top1 13.281 ( 13.105) top5 3.125 ( 2.785) | Test: [58][116/198] Time 0.884 Data 0.001 top1 10.938 ( 13.086) top5 1.562 ( 2.775) | Test: [58][117/198] Time 0.826 Data 0.001 top1 8.594 ( 13.048) top5 1.562 ( 2.764) | Test: [58][118/198] Time 0.731 Data 0.003 top1 10.938 ( 13.030) top5 3.125 ( 2.767) | Test: [58][119/198] Time 0.762 Data 0.000 top1 14.844 ( 13.045) top5 3.125 ( 2.770) | Test: [58][120/198] Time 0.741 Data 0.000 top1 14.844 ( 13.060) top5 4.688 ( 2.786) | Test: [58][121/198] Time 0.722 Data 0.000 top1 13.281 ( 13.062) top5 3.906 ( 2.796) | Test: [58][122/198] Time 0.714 Data 0.001 top1 14.062 ( 13.070) top5 4.688 ( 2.811) | Test: [58][123/198] Time 0.714 Data 0.001 top1 15.625 ( 13.091) top5 1.562 ( 2.801) | Test: [58][124/198] Time 0.716 Data 0.001 top1 7.812 ( 13.048) top5 3.125 ( 2.804) | Test: [58][125/198] Time 0.726 Data 0.000 top1 9.375 ( 13.019) top5 2.344 ( 2.800) | Test: [58][126/198] Time 0.748 Data 0.001 top1 10.938 ( 13.002) top5 2.344 ( 2.796) | Test: [58][127/198] Time 0.737 Data 0.001 top1 10.156 ( 12.980) top5 5.469 ( 2.817) | Test: [58][128/198] Time 0.771 Data 0.001 top1 13.281 ( 12.982) top5 1.562 ( 2.808) | Test: [58][129/198] Time 0.724 Data 0.001 top1 16.406 ( 13.009) top5 1.562 ( 2.798) | Test: [58][130/198] Time 0.731 Data 0.001 top1 8.594 ( 12.975) top5 3.125 ( 2.800) | Test: [58][131/198] Time 0.720 Data 0.001 top1 14.062 ( 12.983) top5 1.562 ( 2.791) | Test: [58][132/198] Time 0.714 Data 0.001 top1 13.281 ( 12.985) top5 2.344 ( 2.788) | Test: [58][133/198] Time 0.723 Data 0.000 top1 16.406 ( 13.011) top5 3.125 ( 2.790) | Test: [58][134/198] Time 0.729 Data 0.001 top1 13.281 ( 13.013) top5 2.344 ( 2.787) | Test: [58][135/198] Time 0.727 Data 0.001 top1 9.375 ( 12.986) top5 0.781 ( 2.772) | Test: [58][136/198] Time 0.759 Data 0.001 top1 16.406 ( 13.011) top5 1.562 ( 2.763) | Test: [58][137/198] Time 0.765 Data 0.001 top1 10.156 ( 12.990) top5 3.125 ( 2.766) | Test: [58][138/198] Time 0.731 Data 0.001 top1 12.500 ( 12.987) top5 2.344 ( 2.763) | Test: [58][139/198] Time 0.757 Data 0.001 top1 11.719 ( 12.978) top5 2.344 ( 2.760) | Test: [58][140/198] Time 0.789 Data 0.001 top1 14.844 ( 12.991) top5 4.688 ( 2.773) | Test: [58][141/198] Time 0.794 Data 0.001 top1 10.938 ( 12.977) top5 3.906 ( 2.781) | Test: [58][142/198] Time 0.742 Data 0.001 top1 17.188 ( 13.006) top5 3.125 ( 2.784) | Test: [58][143/198] Time 0.720 Data 0.001 top1 13.281 ( 13.008) top5 3.125 ( 2.786) | Test: [58][144/198] Time 0.742 Data 0.001 top1 10.156 ( 12.988) top5 3.125 ( 2.789) | Test: [58][145/198] Time 0.748 Data 0.001 top1 14.844 ( 13.001) top5 3.125 ( 2.791) | Test: [58][146/198] Time 0.783 Data 0.001 top1 11.719 ( 12.992) top5 2.344 ( 2.788) | Test: [58][147/198] Time 0.779 Data 0.001 top1 13.281 ( 12.994) top5 3.125 ( 2.790) | Test: [58][148/198] Time 0.760 Data 0.000 top1 10.938 ( 12.980) top5 0.781 ( 2.777) | Test: [58][149/198] Time 0.722 Data 0.001 top1 14.844 ( 12.993) top5 2.344 ( 2.774) | Test: [58][150/198] Time 0.723 Data 0.000 top1 12.500 ( 12.990) top5 1.562 ( 2.766) | Test: [58][151/198] Time 0.721 Data 0.000 top1 10.156 ( 12.971) top5 3.125 ( 2.768) | Test: [58][152/198] Time 0.719 Data 0.000 top1 14.844 ( 12.983) top5 3.906 ( 2.775) | Test: [58][153/198] Time 0.718 Data 0.000 top1 16.406 ( 13.006) top5 3.125 ( 2.778) | Test: [58][154/198] Time 0.723 Data 0.000 top1 10.938 ( 12.992) top5 3.906 ( 2.785) | Test: [58][155/198] Time 0.719 Data 0.004 top1 14.062 ( 12.999) top5 3.906 ( 2.792) | Test: [58][156/198] Time 0.797 Data 0.004 top1 7.812 ( 12.966) top5 1.562 ( 2.784) | Test: [58][157/198] Time 0.802 Data 0.001 top1 17.969 ( 12.998) top5 4.688 ( 2.797) | Test: [58][158/198] Time 0.816 Data 0.000 top1 15.625 ( 13.014) top5 2.344 ( 2.794) | Test: [58][159/198] Time 0.845 Data 0.001 top1 11.719 ( 13.006) top5 0.000 ( 2.776) | Test: [58][160/198] Time 0.825 Data 0.000 top1 14.062 ( 13.013) top5 3.125 ( 2.778) | Test: [58][161/198] Time 0.735 Data 0.001 top1 13.281 ( 13.014) top5 0.781 ( 2.766) | Test: [58][162/198] Time 0.721 Data 0.001 top1 9.375 ( 12.992) top5 1.562 ( 2.758) | Test: [58][163/198] Time 0.751 Data 0.000 top1 10.156 ( 12.975) top5 3.125 ( 2.761) | Test: [58][164/198] Time 0.721 Data 0.001 top1 13.281 ( 12.976) top5 2.344 ( 2.758) | Test: [58][165/198] Time 0.726 Data 0.002 top1 9.375 ( 12.955) top5 2.344 ( 2.756) | Test: [58][166/198] Time 0.721 Data 0.001 top1 9.375 ( 12.933) top5 0.781 ( 2.744) | Test: [58][167/198] Time 0.801 Data 0.001 top1 15.625 ( 12.949) top5 3.125 ( 2.746) | Test: [58][168/198] Time 0.779 Data 0.001 top1 14.062 ( 12.956) top5 1.562 ( 2.739) | Test: [58][169/198] Time 0.839 Data 0.001 top1 7.812 ( 12.925) top5 0.781 ( 2.727) | Test: [58][170/198] Time 0.822 Data 0.001 top1 7.812 ( 12.895) top5 3.125 ( 2.730) | Test: [58][171/198] Time 0.822 Data 0.000 top1 14.062 ( 12.902) top5 1.562 ( 2.723) | Test: [58][172/198] Time 0.788 Data 0.001 top1 11.719 ( 12.895) top5 4.688 ( 2.734) | Test: [58][173/198] Time 0.770 Data 0.001 top1 17.969 ( 12.924) top5 0.781 ( 2.723) | Test: [58][174/198] Time 0.773 Data 0.001 top1 17.969 ( 12.953) top5 1.562 ( 2.716) | Test: [58][175/198] Time 0.802 Data 0.001 top1 9.375 ( 12.933) top5 2.344 ( 2.714) | Test: [58][176/198] Time 0.765 Data 0.000 top1 16.406 ( 12.953) top5 4.688 ( 2.725) | Test: [58][177/198] Time 0.730 Data 0.001 top1 14.844 ( 12.963) top5 2.344 ( 2.723) | Test: [58][178/198] Time 0.727 Data 0.001 top1 14.062 ( 12.970) top5 1.562 ( 2.717) | Test: [58][179/198] Time 0.721 Data 0.001 top1 11.719 ( 12.963) top5 3.125 ( 2.719) | Test: [58][180/198] Time 0.716 Data 0.000 top1 14.844 ( 12.973) top5 0.781 ( 2.708) | Test: [58][181/198] Time 0.727 Data 0.000 top1 10.938 ( 12.962) top5 0.781 ( 2.698) | Test: [58][182/198] Time 0.732 Data 0.000 top1 10.938 ( 12.951) top5 3.906 ( 2.704) | Test: [58][183/198] Time 0.733 Data 0.001 top1 14.844 ( 12.961) top5 1.562 ( 2.698) | Test: [58][184/198] Time 0.713 Data 0.001 top1 10.938 ( 12.950) top5 2.344 ( 2.696) | Test: [58][185/198] Time 0.725 Data 0.001 top1 10.938 ( 12.939) top5 3.906 ( 2.703) | Test: [58][186/198] Time 0.734 Data 0.001 top1 17.969 ( 12.966) top5 3.906 ( 2.709) | Test: [58][187/198] Time 0.850 Data 0.000 top1 10.156 ( 12.951) top5 0.781 ( 2.699) | Test: [58][188/198] Time 0.798 Data 0.000 top1 8.594 ( 12.928) top5 3.125 ( 2.701) | Test: [58][189/198] Time 0.810 Data 0.000 top1 10.938 ( 12.917) top5 2.344 ( 2.699) | Test: [58][190/198] Time 0.786 Data 0.000 top1 12.500 ( 12.915) top5 0.000 ( 2.685) | Test: [58][191/198] Time 0.759 Data 0.000 top1 18.750 ( 12.946) top5 3.125 ( 2.687) | Test: [58][192/198] Time 0.724 Data 0.000 top1 13.281 ( 12.948) top5 2.344 ( 2.686) | Test: [58][193/198] Time 0.715 Data 0.000 top1 12.500 ( 12.945) top5 1.562 ( 2.680) | Test: [58][194/198] Time 0.721 Data 0.001 top1 10.938 ( 12.935) top5 1.562 ( 2.674) | Test: [58][195/198] Time 0.722 Data 0.000 top1 10.156 ( 12.921) top5 3.125 ( 2.676) | Test: [58][196/198] Time 0.732 Data 0.000 top1 14.844 ( 12.930) top5 2.344 ( 2.675) | Test: [58][197/198] Time 0.258 Data 0.000 top1 23.529 ( 12.984) top5 5.882 ( 2.691) | Test: [58][198/198] Time 0.722 Data 0.000 top1 11.719 ( 12.978) top5 1.562 ( 2.685) * Finished epoch # 58 top1: 12.978 top5: 2.685 Epoch 59 => Training epoch # 59 | Epoch: [59][1/553] Time 16.185 Data 13.674 Err 0.2364 top1 7.031 top5 0.781 | Epoch: [59][2/553] Time 2.428 Data 0.001 Err 0.3980 top1 10.156 top5 3.906 | Epoch: [59][3/553] Time 4.671 Data 2.216 Err 0.2367 top1 7.812 top5 3.125 | Epoch: [59][4/553] Time 5.270 Data 2.809 Err 0.2999 top1 7.812 top5 2.344 | Epoch: [59][5/553] Time 2.425 Data 0.000 Err 0.1934 top1 6.250 top5 0.781 | Epoch: [59][6/553] Time 6.103 Data 3.605 Err 0.2509 top1 6.250 top5 2.344 | Epoch: [59][7/553] Time 3.158 Data 0.726 Err 0.2955 top1 8.594 top5 3.125 | Epoch: [59][8/553] Time 2.437 Data 0.003 Err 0.2679 top1 5.469 top5 1.562 | Epoch: [59][9/553] Time 2.440 Data 0.001 Err 0.1981 top1 6.250 top5 0.000 | Epoch: [59][10/553] Time 2.458 Data 0.001 Err 0.3036 top1 10.156 top5 0.781 | Epoch: [59][11/553] Time 2.425 Data 0.001 Err 0.1530 top1 4.688 top5 0.781 | Epoch: [59][12/553] Time 2.431 Data 0.001 Err 0.2808 top1 7.031 top5 3.125 | Epoch: [59][13/553] Time 2.432 Data 0.001 Err 0.2805 top1 8.594 top5 1.562 | Epoch: [59][14/553] Time 2.467 Data 0.000 Err 0.1549 top1 3.906 top5 1.562 | Epoch: [59][15/553] Time 2.447 Data 0.001 Err 0.4773 top1 10.938 top5 5.469 | Epoch: [59][16/553] Time 2.429 Data 0.000 Err 0.2363 top1 5.469 top5 2.344 | Epoch: [59][17/553] Time 5.520 Data 3.076 Err 0.2427 top1 5.469 top5 2.344 | Epoch: [59][18/553] Time 8.031 Data 5.583 Err 0.2871 top1 7.031 top5 2.344 | Epoch: [59][19/553] Time 2.432 Data 0.001 Err 0.3466 top1 7.031 top5 1.562 | Epoch: [59][20/553] Time 2.435 Data 0.001 Err 0.2917 top1 7.031 top5 2.344 | Epoch: [59][21/553] Time 2.433 Data 0.001 Err 0.3633 top1 10.156 top5 3.125 | Epoch: [59][22/553] Time 2.432 Data 0.001 Err 0.4241 top1 11.719 top5 3.125 | Epoch: [59][23/553] Time 2.432 Data 0.001 Err 0.2230 top1 5.469 top5 0.781 | Epoch: [59][24/553] Time 2.453 Data 0.001 Err 0.2901 top1 7.812 top5 4.688 | Epoch: [59][25/553] Time 2.438 Data 0.001 Err 0.3732 top1 8.594 top5 3.906 | Epoch: [59][26/553] Time 2.444 Data 0.000 Err 0.2670 top1 7.031 top5 2.344 | Epoch: [59][27/553] Time 2.435 Data 0.001 Err 0.2921 top1 6.250 top5 3.125 | Epoch: [59][28/553] Time 2.434 Data 0.001 Err 0.3896 top1 10.156 top5 3.906 | Epoch: [59][29/553] Time 2.434 Data 0.001 Err 0.2111 top1 5.469 top5 1.562 | Epoch: [59][30/553] Time 2.442 Data 0.001 Err 0.3418 top1 9.375 top5 3.125 | Epoch: [59][31/553] Time 2.431 Data 0.001 Err 0.2438 top1 7.812 top5 0.781 | Epoch: [59][32/553] Time 2.444 Data 0.001 Err 0.3426 top1 10.938 top5 2.344 | Epoch: [59][33/553] Time 2.432 Data 0.001 Err 0.2764 top1 8.594 top5 1.562 | Epoch: [59][34/553] Time 2.468 Data 0.001 Err 0.2399 top1 6.250 top5 1.562 | Epoch: [59][35/553] Time 2.452 Data 0.000 Err 0.4797 top1 13.281 top5 5.469 | Epoch: [59][36/553] Time 2.438 Data 0.001 Err 0.3865 top1 10.938 top5 5.469 | Epoch: [59][37/553] Time 2.435 Data 0.001 Err 0.2025 top1 3.906 top5 1.562 | Epoch: [59][38/553] Time 2.465 Data 0.001 Err 0.3428 top1 10.938 top5 3.906 | Epoch: [59][39/553] Time 2.433 Data 0.001 Err 0.3560 top1 9.375 top5 2.344 | Epoch: [59][40/553] Time 2.437 Data 0.001 Err 0.2607 top1 6.250 top5 0.781 | Epoch: [59][41/553] Time 2.456 Data 0.001 Err 0.3371 top1 7.812 top5 3.125 | Epoch: [59][42/553] Time 2.438 Data 0.001 Err 0.5655 top1 14.062 top5 5.469 | Epoch: [59][43/553] Time 2.438 Data 0.001 Err 0.4430 top1 10.938 top5 4.688 | Epoch: [59][44/553] Time 2.455 Data 0.001 Err 0.2029 top1 7.812 top5 0.781 | Epoch: [59][45/553] Time 2.438 Data 0.000 Err 0.2131 top1 4.688 top5 1.562 | Epoch: [59][46/553] Time 2.462 Data 0.001 Err 0.4170 top1 10.938 top5 4.688 | Epoch: [59][47/553] Time 2.468 Data 0.001 Err 0.2202 top1 5.469 top5 0.781 | Epoch: [59][48/553] Time 2.474 Data 0.001 Err 0.3427 top1 9.375 top5 3.906 | Epoch: [59][49/553] Time 2.448 Data 0.001 Err 0.3106 top1 8.594 top5 2.344 | Epoch: [59][50/553] Time 2.466 Data 0.001 Err 0.2870 top1 8.594 top5 2.344 | Epoch: [59][51/553] Time 2.456 Data 0.001 Err 0.2947 top1 7.812 top5 1.562 | Epoch: [59][52/553] Time 2.449 Data 0.001 Err 0.1655 top1 2.344 top5 0.781 | Epoch: [59][53/553] Time 2.435 Data 0.001 Err 0.2659 top1 5.469 top5 2.344 | Epoch: [59][54/553] Time 2.438 Data 0.001 Err 0.2456 top1 6.250 top5 2.344 | Epoch: [59][55/553] Time 2.452 Data 0.001 Err 0.3239 top1 7.812 top5 3.125 | Epoch: [59][56/553] Time 2.468 Data 0.001 Err 0.3347 top1 7.031 top5 3.906 | Epoch: [59][57/553] Time 2.444 Data 0.001 Err 0.2738 top1 7.812 top5 3.125 | Epoch: [59][58/553] Time 2.439 Data 0.001 Err 0.3522 top1 7.812 top5 3.125 | Epoch: [59][59/553] Time 2.434 Data 0.001 Err 0.1410 top1 3.125 top5 0.781 | Epoch: [59][60/553] Time 2.438 Data 0.001 Err 0.3450 top1 7.812 top5 2.344 | Epoch: [59][61/553] Time 2.449 Data 0.001 Err 0.1968 top1 3.906 top5 2.344 | Epoch: [59][62/553] Time 2.459 Data 0.001 Err 0.3050 top1 8.594 top5 3.125 | Epoch: [59][63/553] Time 2.454 Data 0.001 Err 0.4707 top1 13.281 top5 3.906 | Epoch: [59][64/553] Time 2.494 Data 0.001 Err 0.3579 top1 11.719 top5 3.906 | Epoch: [59][65/553] Time 2.475 Data 0.000 Err 0.3176 top1 7.031 top5 3.906 | Epoch: [59][66/553] Time 2.448 Data 0.001 Err 0.2294 top1 7.812 top5 1.562 | Epoch: [59][67/553] Time 2.433 Data 0.001 Err 0.2718 top1 7.812 top5 2.344 | Epoch: [59][68/553] Time 2.444 Data 0.001 Err 0.3936 top1 10.938 top5 3.125 | Epoch: [59][69/553] Time 2.477 Data 0.001 Err 0.2565 top1 7.812 top5 3.125 | Epoch: [59][70/553] Time 2.481 Data 0.001 Err 0.3462 top1 8.594 top5 2.344 | Epoch: [59][71/553] Time 2.449 Data 0.001 Err 0.4053 top1 10.938 top5 3.125 | Epoch: [59][72/553] Time 2.437 Data 0.001 Err 0.3290 top1 9.375 top5 2.344 | Epoch: [59][73/553] Time 2.439 Data 0.001 Err 0.2514 top1 5.469 top5 1.562 | Epoch: [59][74/553] Time 2.453 Data 0.001 Err 0.3123 top1 7.031 top5 3.125 | Epoch: [59][75/553] Time 2.439 Data 0.001 Err 0.3645 top1 6.250 top5 3.125 | Epoch: [59][76/553] Time 2.465 Data 0.001 Err 0.3251 top1 10.156 top5 2.344 | Epoch: [59][77/553] Time 2.440 Data 0.001 Err 0.1894 top1 5.469 top5 0.781 | Epoch: [59][78/553] Time 2.478 Data 0.001 Err 0.2303 top1 7.031 top5 1.562 | Epoch: [59][79/553] Time 2.447 Data 0.001 Err 0.3653 top1 8.594 top5 3.125 | Epoch: [59][80/553] Time 2.432 Data 0.001 Err 0.3049 top1 8.594 top5 2.344 | Epoch: [59][81/553] Time 2.434 Data 0.001 Err 0.2040 top1 5.469 top5 0.781 | Epoch: [59][82/553] Time 2.461 Data 0.001 Err 0.2075 top1 5.469 top5 0.781 | Epoch: [59][83/553] Time 2.445 Data 0.001 Err 0.2715 top1 7.031 top5 1.562 | Epoch: [59][84/553] Time 2.462 Data 0.001 Err 0.2733 top1 6.250 top5 3.125 | Epoch: [59][85/553] Time 2.493 Data 0.000 Err 0.2238 top1 6.250 top5 1.562 | Epoch: [59][86/553] Time 2.512 Data 0.001 Err 0.4101 top1 9.375 top5 4.688 | Epoch: [59][87/553] Time 2.434 Data 0.001 Err 0.2861 top1 6.250 top5 2.344 | Epoch: [59][88/553] Time 2.443 Data 0.001 Err 0.2127 top1 5.469 top5 1.562 | Epoch: [59][89/553] Time 2.451 Data 0.001 Err 0.2054 top1 5.469 top5 0.781 | Epoch: [59][90/553] Time 2.473 Data 0.001 Err 0.4408 top1 9.375 top5 4.688 | Epoch: [59][91/553] Time 2.439 Data 0.001 Err 0.2944 top1 7.812 top5 3.125 | Epoch: [59][92/553] Time 2.451 Data 0.001 Err 0.3144 top1 7.812 top5 3.906 | Epoch: [59][93/553] Time 2.439 Data 0.001 Err 0.2023 top1 7.812 top5 0.000 | Epoch: [59][94/553] Time 2.477 Data 0.001 Err 0.3539 top1 7.812 top5 2.344 | Epoch: [59][95/553] Time 2.456 Data 0.001 Err 0.3663 top1 9.375 top5 2.344 | Epoch: [59][96/553] Time 2.448 Data 0.001 Err 0.3170 top1 7.031 top5 2.344 | Epoch: [59][97/553] Time 2.444 Data 0.001 Err 0.3286 top1 9.375 top5 2.344 | Epoch: [59][98/553] Time 2.470 Data 0.001 Err 0.2400 top1 5.469 top5 2.344 | Epoch: [59][99/553] Time 2.442 Data 0.001 Err 0.2505 top1 7.031 top5 1.562 | Epoch: [59][100/553] Time 2.439 Data 0.001 Err 0.2712 top1 7.812 top5 1.562 | Epoch: [59][101/553] Time 2.438 Data 0.001 Err 0.2312 top1 7.812 top5 1.562 | Epoch: [59][102/553] Time 2.466 Data 0.001 Err 0.2245 top1 5.469 top5 2.344 | Epoch: [59][103/553] Time 2.482 Data 0.001 Err 0.1893 top1 7.031 top5 0.000 | Epoch: [59][104/553] Time 2.441 Data 0.001 Err 0.2645 top1 7.031 top5 1.562 | Epoch: [59][105/553] Time 2.453 Data 0.001 Err 0.2205 top1 7.031 top5 0.781 | Epoch: [59][106/553] Time 2.443 Data 0.001 Err 0.2314 top1 5.469 top5 2.344 | Epoch: [59][107/553] Time 2.442 Data 0.001 Err 0.2990 top1 7.812 top5 3.125 | Epoch: [59][108/553] Time 2.436 Data 0.001 Err 0.1093 top1 3.125 top5 0.000 | Epoch: [59][109/553] Time 2.435 Data 0.001 Err 0.1679 top1 3.906 top5 0.000 | Epoch: [59][110/553] Time 2.448 Data 0.001 Err 0.2969 top1 9.375 top5 2.344 | Epoch: [59][111/553] Time 2.456 Data 0.001 Err 0.5047 top1 10.156 top5 5.469 | Epoch: [59][112/553] Time 2.441 Data 0.001 Err 0.1951 top1 7.031 top5 0.781 | Epoch: [59][113/553] Time 2.441 Data 0.001 Err 0.4067 top1 10.938 top5 3.906 | Epoch: [59][114/553] Time 2.503 Data 0.001 Err 0.1799 top1 4.688 top5 0.781 | Epoch: [59][115/553] Time 2.439 Data 0.001 Err 0.3342 top1 8.594 top5 3.125 | Epoch: [59][116/553] Time 2.447 Data 0.001 Err 0.3180 top1 8.594 top5 0.781 | Epoch: [59][117/553] Time 2.443 Data 0.001 Err 0.3677 top1 8.594 top5 3.125 | Epoch: [59][118/553] Time 2.460 Data 0.001 Err 0.1876 top1 6.250 top5 0.781 | Epoch: [59][119/553] Time 2.441 Data 0.001 Err 0.2028 top1 4.688 top5 1.562 | Epoch: [59][120/553] Time 2.440 Data 0.001 Err 0.2201 top1 6.250 top5 1.562 | Epoch: [59][121/553] Time 2.437 Data 0.001 Err 0.2860 top1 8.594 top5 1.562 | Epoch: [59][122/553] Time 2.485 Data 0.001 Err 0.2644 top1 6.250 top5 0.781 | Epoch: [59][123/553] Time 2.437 Data 0.001 Err 0.2514 top1 7.812 top5 1.562 | Epoch: [59][124/553] Time 2.463 Data 0.001 Err 0.3068 top1 9.375 top5 3.125 | Epoch: [59][125/553] Time 2.441 Data 0.001 Err 0.3020 top1 10.938 top5 3.125 | Epoch: [59][126/553] Time 2.439 Data 0.001 Err 0.2160 top1 5.469 top5 2.344 | Epoch: [59][127/553] Time 2.447 Data 0.001 Err 0.2625 top1 8.594 top5 1.562 | Epoch: [59][128/553] Time 2.472 Data 0.001 Err 0.2006 top1 6.250 top5 0.781 | Epoch: [59][129/553] Time 2.437 Data 0.001 Err 0.2764 top1 7.031 top5 3.125 | Epoch: [59][130/553] Time 2.466 Data 0.000 Err 0.2291 top1 7.812 top5 1.562 | Epoch: [59][131/553] Time 2.451 Data 0.000 Err 0.2372 top1 9.375 top5 1.562 | Epoch: [59][132/553] Time 2.513 Data 0.000 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [59][133/553] Time 2.442 Data 0.001 Err 0.1569 top1 5.469 top5 0.781 | Epoch: [59][134/553] Time 2.446 Data 0.001 Err 0.3718 top1 9.375 top5 3.125 | Epoch: [59][135/553] Time 2.434 Data 0.001 Err 0.3325 top1 9.375 top5 3.906 | Epoch: [59][136/553] Time 2.440 Data 0.001 Err 0.2379 top1 7.812 top5 0.781 | Epoch: [59][137/553] Time 2.442 Data 0.001 Err 0.2780 top1 6.250 top5 1.562 | Epoch: [59][138/553] Time 2.454 Data 0.001 Err 0.3610 top1 11.719 top5 2.344 | Epoch: [59][139/553] Time 2.434 Data 0.001 Err 0.2188 top1 5.469 top5 1.562 | Epoch: [59][140/553] Time 2.495 Data 0.001 Err 0.3676 top1 9.375 top5 3.906 | Epoch: [59][141/553] Time 2.442 Data 0.001 Err 0.3275 top1 10.156 top5 1.562 | Epoch: [59][142/553] Time 2.477 Data 0.001 Err 0.2478 top1 6.250 top5 0.781 | Epoch: [59][143/553] Time 2.465 Data 0.001 Err 0.2835 top1 5.469 top5 2.344 | Epoch: [59][144/553] Time 2.440 Data 0.001 Err 0.1716 top1 3.125 top5 0.781 | Epoch: [59][145/553] Time 2.440 Data 0.001 Err 0.1099 top1 3.906 top5 0.000 | Epoch: [59][146/553] Time 2.471 Data 0.001 Err 0.2542 top1 5.469 top5 1.562 | Epoch: [59][147/553] Time 2.439 Data 0.001 Err 0.1713 top1 2.344 top5 1.562 | Epoch: [59][148/553] Time 2.481 Data 0.001 Err 0.3920 top1 10.156 top5 3.906 | Epoch: [59][149/553] Time 2.441 Data 0.001 Err 0.4042 top1 9.375 top5 3.906 | Epoch: [59][150/553] Time 2.439 Data 0.001 Err 0.1187 top1 3.125 top5 0.000 | Epoch: [59][151/553] Time 2.490 Data 0.000 Err 0.2150 top1 4.688 top5 2.344 | Epoch: [59][152/553] Time 2.448 Data 0.001 Err 0.2186 top1 6.250 top5 0.781 | Epoch: [59][153/553] Time 2.439 Data 0.001 Err 0.2040 top1 4.688 top5 1.562 | Epoch: [59][154/553] Time 2.455 Data 0.001 Err 0.2251 top1 5.469 top5 2.344 | Epoch: [59][155/553] Time 2.448 Data 0.001 Err 0.2961 top1 7.812 top5 0.781 | Epoch: [59][156/553] Time 2.438 Data 0.001 Err 0.2591 top1 6.250 top5 1.562 | Epoch: [59][157/553] Time 2.433 Data 0.001 Err 0.2500 top1 7.031 top5 1.562 | Epoch: [59][158/553] Time 2.450 Data 0.001 Err 0.2403 top1 7.031 top5 1.562 | Epoch: [59][159/553] Time 2.435 Data 0.001 Err 0.4613 top1 12.500 top5 4.688 | Epoch: [59][160/553] Time 2.441 Data 0.001 Err 0.2382 top1 3.906 top5 1.562 | Epoch: [59][161/553] Time 2.449 Data 0.001 Err 0.3922 top1 7.031 top5 3.906 | Epoch: [59][162/553] Time 2.476 Data 0.001 Err 0.2079 top1 4.688 top5 1.562 | Epoch: [59][163/553] Time 2.437 Data 0.001 Err 0.2773 top1 5.469 top5 2.344 | Epoch: [59][164/553] Time 2.443 Data 0.001 Err 0.2754 top1 8.594 top5 2.344 | Epoch: [59][165/553] Time 2.434 Data 0.001 Err 0.2229 top1 5.469 top5 0.781 | Epoch: [59][166/553] Time 2.444 Data 0.001 Err 0.2122 top1 6.250 top5 1.562 | Epoch: [59][167/553] Time 2.435 Data 0.001 Err 0.3162 top1 7.031 top5 2.344 | Epoch: [59][168/553] Time 2.437 Data 0.000 Err 0.3149 top1 9.375 top5 2.344 | Epoch: [59][169/553] Time 2.455 Data 0.001 Err 0.3261 top1 7.031 top5 4.688 | Epoch: [59][170/553] Time 2.438 Data 0.001 Err 0.1312 top1 3.125 top5 0.000 | Epoch: [59][171/553] Time 2.443 Data 0.001 Err 0.2974 top1 7.812 top5 3.125 | Epoch: [59][172/553] Time 2.492 Data 0.001 Err 0.2709 top1 5.469 top5 2.344 | Epoch: [59][173/553] Time 2.446 Data 0.001 Err 0.3264 top1 10.156 top5 1.562 | Epoch: [59][174/553] Time 2.463 Data 0.001 Err 0.2542 top1 7.812 top5 0.781 | Epoch: [59][175/553] Time 2.448 Data 0.001 Err 0.2590 top1 7.812 top5 0.000 | Epoch: [59][176/553] Time 2.467 Data 0.001 Err 0.1943 top1 4.688 top5 1.562 | Epoch: [59][177/553] Time 2.441 Data 0.001 Err 0.3713 top1 10.938 top5 1.562 | Epoch: [59][178/553] Time 2.439 Data 0.001 Err 0.5361 top1 14.062 top5 1.562 | Epoch: [59][179/553] Time 2.438 Data 0.001 Err 0.2975 top1 7.812 top5 1.562 | Epoch: [59][180/553] Time 2.468 Data 0.001 Err 0.2764 top1 4.688 top5 3.906 | Epoch: [59][181/553] Time 2.486 Data 0.001 Err 0.3291 top1 10.156 top5 2.344 | Epoch: [59][182/553] Time 2.482 Data 0.001 Err 0.3680 top1 9.375 top5 3.906 | Epoch: [59][183/553] Time 2.482 Data 0.001 Err 0.3221 top1 9.375 top5 2.344 | Epoch: [59][184/553] Time 2.475 Data 0.001 Err 0.2311 top1 6.250 top5 2.344 | Epoch: [59][185/553] Time 2.440 Data 0.001 Err 0.3340 top1 10.938 top5 3.906 | Epoch: [59][186/553] Time 2.476 Data 0.001 Err 0.2599 top1 7.031 top5 1.562 | Epoch: [59][187/553] Time 2.432 Data 0.001 Err 0.2428 top1 7.031 top5 1.562 | Epoch: [59][188/553] Time 2.477 Data 0.001 Err 0.2011 top1 7.031 top5 0.781 | Epoch: [59][189/553] Time 2.438 Data 0.000 Err 0.2239 top1 5.469 top5 0.781 | Epoch: [59][190/553] Time 2.465 Data 0.001 Err 0.2120 top1 5.469 top5 1.562 | Epoch: [59][191/553] Time 2.433 Data 0.001 Err 0.2213 top1 5.469 top5 2.344 | Epoch: [59][192/553] Time 2.445 Data 0.001 Err 0.3026 top1 9.375 top5 1.562 | Epoch: [59][193/553] Time 2.437 Data 0.001 Err 0.2790 top1 8.594 top5 2.344 | Epoch: [59][194/553] Time 2.458 Data 0.001 Err 0.3122 top1 9.375 top5 2.344 | Epoch: [59][195/553] Time 2.434 Data 0.001 Err 0.4863 top1 14.844 top5 6.250 | Epoch: [59][196/553] Time 2.443 Data 0.001 Err 0.2937 top1 7.812 top5 3.125 | Epoch: [59][197/553] Time 2.442 Data 0.001 Err 0.2517 top1 7.812 top5 1.562 | Epoch: [59][198/553] Time 2.472 Data 0.001 Err 0.2678 top1 7.031 top5 2.344 | Epoch: [59][199/553] Time 2.436 Data 0.001 Err 0.3059 top1 7.812 top5 1.562 | Epoch: [59][200/553] Time 2.495 Data 0.001 Err 0.2934 top1 7.812 top5 3.125 | Epoch: [59][201/553] Time 2.438 Data 0.000 Err 0.2622 top1 7.812 top5 2.344 | Epoch: [59][202/553] Time 2.529 Data 0.001 Err 0.3427 top1 8.594 top5 3.125 | Epoch: [59][203/553] Time 2.435 Data 0.001 Err 0.3108 top1 7.812 top5 3.906 | Epoch: [59][204/553] Time 2.445 Data 0.001 Err 0.3561 top1 10.938 top5 3.906 | Epoch: [59][205/553] Time 2.439 Data 0.001 Err 0.2298 top1 7.031 top5 1.562 | Epoch: [59][206/553] Time 2.458 Data 0.000 Err 0.3669 top1 9.375 top5 3.906 | Epoch: [59][207/553] Time 2.434 Data 0.001 Err 0.2944 top1 7.812 top5 3.125 | Epoch: [59][208/553] Time 2.514 Data 0.001 Err 0.2494 top1 6.250 top5 0.781 | Epoch: [59][209/553] Time 2.441 Data 0.001 Err 0.3040 top1 8.594 top5 1.562 | Epoch: [59][210/553] Time 2.441 Data 0.001 Err 0.1668 top1 3.125 top5 0.781 | Epoch: [59][211/553] Time 2.438 Data 0.001 Err 0.1578 top1 3.125 top5 0.781 | Epoch: [59][212/553] Time 2.454 Data 0.001 Err 0.1891 top1 5.469 top5 0.781 | Epoch: [59][213/553] Time 2.443 Data 0.001 Err 0.4534 top1 13.281 top5 3.906 | Epoch: [59][214/553] Time 2.479 Data 0.000 Err 0.3180 top1 8.594 top5 2.344 | Epoch: [59][215/553] Time 2.450 Data 0.001 Err 0.2765 top1 7.812 top5 2.344 | Epoch: [59][216/553] Time 2.467 Data 0.001 Err 0.1706 top1 7.031 top5 0.781 | Epoch: [59][217/553] Time 2.483 Data 0.001 Err 0.2114 top1 4.688 top5 2.344 | Epoch: [59][218/553] Time 2.471 Data 0.001 Err 0.2572 top1 7.812 top5 1.562 | Epoch: [59][219/553] Time 2.437 Data 0.001 Err 0.1831 top1 3.125 top5 1.562 | Epoch: [59][220/553] Time 2.467 Data 0.001 Err 0.2096 top1 6.250 top5 1.562 | Epoch: [59][221/553] Time 2.434 Data 0.001 Err 0.3678 top1 14.062 top5 2.344 | Epoch: [59][222/553] Time 2.439 Data 0.001 Err 0.2258 top1 7.031 top5 0.000 | Epoch: [59][223/553] Time 2.446 Data 0.001 Err 0.2109 top1 8.594 top5 0.000 | Epoch: [59][224/553] Time 2.443 Data 0.001 Err 0.3210 top1 10.156 top5 2.344 | Epoch: [59][225/553] Time 2.440 Data 0.001 Err 0.2549 top1 7.812 top5 2.344 | Epoch: [59][226/553] Time 2.443 Data 0.001 Err 0.3747 top1 8.594 top5 2.344 | Epoch: [59][227/553] Time 2.436 Data 0.001 Err 0.1836 top1 7.031 top5 0.781 | Epoch: [59][228/553] Time 2.514 Data 0.001 Err 0.3330 top1 9.375 top5 3.125 | Epoch: [59][229/553] Time 2.431 Data 0.001 Err 0.2927 top1 7.812 top5 2.344 | Epoch: [59][230/553] Time 2.475 Data 0.001 Err 0.2446 top1 6.250 top5 2.344 | Epoch: [59][231/553] Time 2.441 Data 0.001 Err 0.3490 top1 8.594 top5 4.688 | Epoch: [59][232/553] Time 2.475 Data 0.001 Err 0.3512 top1 9.375 top5 2.344 | Epoch: [59][233/553] Time 2.448 Data 0.001 Err 0.2102 top1 7.812 top5 0.781 | Epoch: [59][234/553] Time 2.462 Data 0.001 Err 0.3068 top1 8.594 top5 2.344 | Epoch: [59][235/553] Time 2.441 Data 0.001 Err 0.2471 top1 7.031 top5 0.781 | Epoch: [59][236/553] Time 2.468 Data 0.001 Err 0.2351 top1 6.250 top5 0.781 | Epoch: [59][237/553] Time 2.446 Data 0.000 Err 0.4558 top1 10.938 top5 6.250 | Epoch: [59][238/553] Time 2.443 Data 0.001 Err 0.2782 top1 7.031 top5 3.125 | Epoch: [59][239/553] Time 2.442 Data 0.001 Err 0.2049 top1 5.469 top5 1.562 | Epoch: [59][240/553] Time 2.495 Data 0.001 Err 0.4737 top1 15.625 top5 3.906 | Epoch: [59][241/553] Time 2.432 Data 0.001 Err 0.3093 top1 7.812 top5 2.344 | Epoch: [59][242/553] Time 2.443 Data 0.001 Err 0.2537 top1 3.906 top5 2.344 | Epoch: [59][243/553] Time 2.435 Data 0.001 Err 0.2894 top1 7.812 top5 1.562 | Epoch: [59][244/553] Time 2.438 Data 0.001 Err 0.2771 top1 7.031 top5 3.906 | Epoch: [59][245/553] Time 2.482 Data 0.001 Err 0.2795 top1 3.906 top5 3.125 | Epoch: [59][246/553] Time 2.495 Data 0.001 Err 0.1716 top1 3.125 top5 1.562 | Epoch: [59][247/553] Time 2.440 Data 0.001 Err 0.2353 top1 4.688 top5 1.562 | Epoch: [59][248/553] Time 2.449 Data 0.000 Err 0.2041 top1 3.906 top5 0.781 | Epoch: [59][249/553] Time 2.438 Data 0.001 Err 0.2132 top1 4.688 top5 0.781 | Epoch: [59][250/553] Time 2.476 Data 0.001 Err 0.2387 top1 6.250 top5 1.562 | Epoch: [59][251/553] Time 2.483 Data 0.001 Err 0.2628 top1 8.594 top5 2.344 | Epoch: [59][252/553] Time 2.480 Data 0.001 Err 0.2637 top1 7.031 top5 0.000 | Epoch: [59][253/553] Time 2.483 Data 0.001 Err 0.2143 top1 3.906 top5 1.562 | Epoch: [59][254/553] Time 2.497 Data 0.001 Err 0.3630 top1 8.594 top5 2.344 | Epoch: [59][255/553] Time 2.473 Data 0.001 Err 0.2654 top1 7.031 top5 2.344 | Epoch: [59][256/553] Time 2.448 Data 0.001 Err 0.1943 top1 5.469 top5 0.781 | Epoch: [59][257/553] Time 2.456 Data 0.001 Err 0.3165 top1 9.375 top5 3.125 | Epoch: [59][258/553] Time 2.480 Data 0.001 Err 0.3713 top1 7.031 top5 3.906 | Epoch: [59][259/553] Time 2.449 Data 0.001 Err 0.3522 top1 10.938 top5 0.781 | Epoch: [59][260/553] Time 2.461 Data 0.001 Err 0.2600 top1 9.375 top5 0.781 | Epoch: [59][261/553] Time 2.434 Data 0.001 Err 0.2684 top1 5.469 top5 2.344 | Epoch: [59][262/553] Time 2.438 Data 0.001 Err 0.2022 top1 5.469 top5 1.562 | Epoch: [59][263/553] Time 2.441 Data 0.001 Err 0.2930 top1 7.812 top5 1.562 | Epoch: [59][264/553] Time 2.437 Data 0.001 Err 0.2734 top1 7.031 top5 2.344 | Epoch: [59][265/553] Time 2.438 Data 0.001 Err 0.1801 top1 3.125 top5 0.781 | Epoch: [59][266/553] Time 2.510 Data 0.001 Err 0.1725 top1 4.688 top5 0.781 | Epoch: [59][267/553] Time 2.440 Data 0.001 Err 0.3803 top1 9.375 top5 3.906 | Epoch: [59][268/553] Time 2.452 Data 0.001 Err 0.3280 top1 8.594 top5 3.906 | Epoch: [59][269/553] Time 2.441 Data 0.001 Err 0.3511 top1 7.031 top5 4.688 | Epoch: [59][270/553] Time 2.467 Data 0.001 Err 0.2254 top1 6.250 top5 0.781 | Epoch: [59][271/553] Time 2.432 Data 0.001 Err 0.4589 top1 10.156 top5 4.688 | Epoch: [59][272/553] Time 2.434 Data 0.001 Err 0.4034 top1 8.594 top5 3.906 | Epoch: [59][273/553] Time 2.442 Data 0.001 Err 0.3289 top1 9.375 top5 3.125 | Epoch: [59][274/553] Time 2.439 Data 0.001 Err 0.2569 top1 6.250 top5 1.562 | Epoch: [59][275/553] Time 2.442 Data 0.001 Err 0.3679 top1 11.719 top5 2.344 | Epoch: [59][276/553] Time 2.448 Data 0.001 Err 0.2812 top1 8.594 top5 1.562 | Epoch: [59][277/553] Time 2.456 Data 0.001 Err 0.3821 top1 13.281 top5 2.344 | Epoch: [59][278/553] Time 2.468 Data 0.002 Err 0.2721 top1 7.812 top5 2.344 | Epoch: [59][279/553] Time 2.445 Data 0.001 Err 0.1959 top1 3.906 top5 1.562 | Epoch: [59][280/553] Time 2.469 Data 0.000 Err 0.3826 top1 8.594 top5 3.906 | Epoch: [59][281/553] Time 2.479 Data 0.001 Err 0.2253 top1 5.469 top5 1.562 | Epoch: [59][282/553] Time 2.436 Data 0.001 Err 0.2715 top1 7.031 top5 1.562 | Epoch: [59][283/553] Time 2.431 Data 0.001 Err 0.1694 top1 4.688 top5 0.000 | Epoch: [59][284/553] Time 2.436 Data 0.001 Err 0.2101 top1 6.250 top5 2.344 | Epoch: [59][285/553] Time 2.478 Data 0.001 Err 0.3226 top1 9.375 top5 1.562 | Epoch: [59][286/553] Time 2.517 Data 0.001 Err 0.2644 top1 7.031 top5 1.562 | Epoch: [59][287/553] Time 2.457 Data 0.001 Err 0.1849 top1 4.688 top5 0.000 | Epoch: [59][288/553] Time 2.451 Data 0.001 Err 0.2323 top1 4.688 top5 2.344 | Epoch: [59][289/553] Time 2.438 Data 0.001 Err 0.4201 top1 10.938 top5 4.688 | Epoch: [59][290/553] Time 2.450 Data 0.001 Err 0.2383 top1 6.250 top5 1.562 | Epoch: [59][291/553] Time 2.439 Data 0.001 Err 0.3221 top1 10.156 top5 3.125 | Epoch: [59][292/553] Time 2.487 Data 0.001 Err 0.2318 top1 5.469 top5 1.562 | Epoch: [59][293/553] Time 2.467 Data 0.001 Err 0.2731 top1 7.031 top5 1.562 | Epoch: [59][294/553] Time 2.528 Data 0.001 Err 0.2161 top1 5.469 top5 1.562 | Epoch: [59][295/553] Time 2.437 Data 0.001 Err 0.3397 top1 6.250 top5 5.469 | Epoch: [59][296/553] Time 2.442 Data 0.001 Err 0.1666 top1 3.906 top5 1.562 | Epoch: [59][297/553] Time 2.441 Data 0.001 Err 0.2633 top1 8.594 top5 0.781 | Epoch: [59][298/553] Time 2.470 Data 0.001 Err 0.2319 top1 4.688 top5 0.781 | Epoch: [59][299/553] Time 2.441 Data 0.001 Err 0.3281 top1 8.594 top5 2.344 | Epoch: [59][300/553] Time 2.448 Data 0.001 Err 0.3523 top1 8.594 top5 3.125 | Epoch: [59][301/553] Time 2.474 Data 0.001 Err 0.2493 top1 5.469 top5 2.344 | Epoch: [59][302/553] Time 2.440 Data 0.001 Err 0.3345 top1 8.594 top5 3.125 | Epoch: [59][303/553] Time 2.473 Data 0.001 Err 0.2213 top1 4.688 top5 1.562 | Epoch: [59][304/553] Time 2.475 Data 0.001 Err 0.3259 top1 10.156 top5 1.562 | Epoch: [59][305/553] Time 2.452 Data 0.001 Err 0.2217 top1 6.250 top5 0.781 | Epoch: [59][306/553] Time 2.448 Data 0.001 Err 0.2190 top1 5.469 top5 1.562 | Epoch: [59][307/553] Time 2.469 Data 0.001 Err 0.2453 top1 8.594 top5 0.781 | Epoch: [59][308/553] Time 2.453 Data 0.001 Err 0.4485 top1 11.719 top5 3.125 | Epoch: [59][309/553] Time 2.436 Data 0.001 Err 0.1578 top1 4.688 top5 0.000 | Epoch: [59][310/553] Time 2.443 Data 0.001 Err 0.1579 top1 3.125 top5 0.000 | Epoch: [59][311/553] Time 2.448 Data 0.001 Err 0.3584 top1 9.375 top5 3.125 | Epoch: [59][312/553] Time 2.456 Data 0.000 Err 0.2782 top1 7.812 top5 1.562 | Epoch: [59][313/553] Time 2.448 Data 0.001 Err 0.3076 top1 8.594 top5 1.562 | Epoch: [59][314/553] Time 2.432 Data 0.001 Err 0.3363 top1 13.281 top5 2.344 | Epoch: [59][315/553] Time 2.487 Data 0.001 Err 0.2635 top1 7.031 top5 2.344 | Epoch: [59][316/553] Time 2.478 Data 0.001 Err 0.1585 top1 3.906 top5 0.000 | Epoch: [59][317/553] Time 2.442 Data 0.001 Err 0.1959 top1 5.469 top5 1.562 | Epoch: [59][318/553] Time 2.438 Data 0.001 Err 0.2148 top1 7.031 top5 1.562 | Epoch: [59][319/553] Time 2.444 Data 0.001 Err 0.2568 top1 7.031 top5 2.344 | Epoch: [59][320/553] Time 2.465 Data 0.001 Err 0.2239 top1 4.688 top5 1.562 | Epoch: [59][321/553] Time 2.440 Data 0.000 Err 0.2642 top1 6.250 top5 2.344 | Epoch: [59][322/553] Time 2.479 Data 0.001 Err 0.5488 top1 11.719 top5 7.031 | Epoch: [59][323/553] Time 2.442 Data 0.001 Err 0.2945 top1 6.250 top5 3.125 | Epoch: [59][324/553] Time 2.454 Data 0.001 Err 0.2773 top1 7.812 top5 2.344 | Epoch: [59][325/553] Time 2.444 Data 0.001 Err 0.3381 top1 10.156 top5 3.906 | Epoch: [59][326/553] Time 2.452 Data 0.002 Err 0.2072 top1 4.688 top5 1.562 | Epoch: [59][327/553] Time 2.438 Data 0.001 Err 0.2676 top1 6.250 top5 3.125 | Epoch: [59][328/553] Time 2.453 Data 0.001 Err 0.2354 top1 7.031 top5 2.344 | Epoch: [59][329/553] Time 2.454 Data 0.001 Err 0.2188 top1 4.688 top5 1.562 | Epoch: [59][330/553] Time 2.446 Data 0.001 Err 0.4063 top1 13.281 top5 3.906 | Epoch: [59][331/553] Time 2.436 Data 0.001 Err 0.2139 top1 6.250 top5 1.562 | Epoch: [59][332/553] Time 2.442 Data 0.001 Err 0.1912 top1 5.469 top5 1.562 | Epoch: [59][333/553] Time 2.441 Data 0.000 Err 0.2682 top1 8.594 top5 2.344 | Epoch: [59][334/553] Time 2.446 Data 0.001 Err 0.2411 top1 7.812 top5 1.562 | Epoch: [59][335/553] Time 2.451 Data 0.001 Err 0.3071 top1 7.812 top5 2.344 | Epoch: [59][336/553] Time 2.452 Data 0.001 Err 0.3673 top1 8.594 top5 4.688 | Epoch: [59][337/553] Time 2.434 Data 0.000 Err 0.3306 top1 7.812 top5 3.125 | Epoch: [59][338/553] Time 2.448 Data 0.001 Err 0.2482 top1 8.594 top5 2.344 | Epoch: [59][339/553] Time 2.444 Data 0.001 Err 0.3174 top1 10.938 top5 1.562 | Epoch: [59][340/553] Time 2.436 Data 0.001 Err 0.2005 top1 6.250 top5 0.781 | Epoch: [59][341/553] Time 2.479 Data 0.000 Err 0.3002 top1 8.594 top5 0.781 | Epoch: [59][342/553] Time 2.453 Data 0.001 Err 0.2149 top1 3.906 top5 2.344 | Epoch: [59][343/553] Time 2.484 Data 0.001 Err 0.2512 top1 7.031 top5 3.125 | Epoch: [59][344/553] Time 2.451 Data 0.001 Err 0.3366 top1 7.812 top5 3.125 | Epoch: [59][345/553] Time 2.431 Data 0.001 Err 0.1886 top1 5.469 top5 0.781 | Epoch: [59][346/553] Time 2.438 Data 0.001 Err 0.3564 top1 7.812 top5 3.906 | Epoch: [59][347/553] Time 2.441 Data 0.001 Err 0.2761 top1 7.031 top5 2.344 | Epoch: [59][348/553] Time 2.432 Data 0.001 Err 0.2552 top1 5.469 top5 2.344 | Epoch: [59][349/553] Time 2.473 Data 0.001 Err 0.1767 top1 4.688 top5 1.562 | Epoch: [59][350/553] Time 2.443 Data 0.001 Err 0.2262 top1 5.469 top5 2.344 | Epoch: [59][351/553] Time 2.439 Data 0.001 Err 0.2556 top1 7.812 top5 1.562 | Epoch: [59][352/553] Time 2.447 Data 0.001 Err 0.4119 top1 10.156 top5 3.125 | Epoch: [59][353/553] Time 2.442 Data 0.000 Err 0.2897 top1 6.250 top5 1.562 | Epoch: [59][354/553] Time 2.442 Data 0.001 Err 0.2947 top1 7.812 top5 3.125 | Epoch: [59][355/553] Time 2.439 Data 0.001 Err 0.1732 top1 4.688 top5 1.562 | Epoch: [59][356/553] Time 2.481 Data 0.001 Err 0.1813 top1 4.688 top5 1.562 | Epoch: [59][357/553] Time 2.478 Data 0.001 Err 0.2177 top1 7.031 top5 1.562 | Epoch: [59][358/553] Time 2.492 Data 0.001 Err 0.2660 top1 5.469 top5 2.344 | Epoch: [59][359/553] Time 2.441 Data 0.001 Err 0.2758 top1 6.250 top5 1.562 | Epoch: [59][360/553] Time 2.450 Data 0.001 Err 0.3110 top1 7.812 top5 0.781 | Epoch: [59][361/553] Time 2.439 Data 0.001 Err 0.2699 top1 7.031 top5 1.562 | Epoch: [59][362/553] Time 2.473 Data 0.001 Err 0.1752 top1 3.125 top5 1.562 | Epoch: [59][363/553] Time 2.440 Data 0.001 Err 0.4404 top1 10.156 top5 3.906 | Epoch: [59][364/553] Time 2.439 Data 0.001 Err 0.2284 top1 7.031 top5 0.000 | Epoch: [59][365/553] Time 2.447 Data 0.001 Err 0.2904 top1 7.031 top5 1.562 | Epoch: [59][366/553] Time 2.499 Data 0.001 Err 0.2517 top1 6.250 top5 1.562 | Epoch: [59][367/553] Time 2.436 Data 0.001 Err 0.3772 top1 9.375 top5 2.344 | Epoch: [59][368/553] Time 2.489 Data 0.001 Err 0.1793 top1 6.250 top5 0.000 | Epoch: [59][369/553] Time 2.433 Data 0.001 Err 0.3184 top1 7.812 top5 2.344 | Epoch: [59][370/553] Time 2.470 Data 0.001 Err 0.2090 top1 7.031 top5 0.000 | Epoch: [59][371/553] Time 2.441 Data 0.001 Err 0.3163 top1 9.375 top5 2.344 | Epoch: [59][372/553] Time 2.447 Data 0.001 Err 0.2470 top1 5.469 top5 1.562 | Epoch: [59][373/553] Time 2.455 Data 0.001 Err 0.2709 top1 7.031 top5 1.562 | Epoch: [59][374/553] Time 2.468 Data 0.001 Err 0.3800 top1 12.500 top5 2.344 | Epoch: [59][375/553] Time 2.441 Data 0.001 Err 0.2962 top1 5.469 top5 2.344 | Epoch: [59][376/553] Time 2.493 Data 0.001 Err 0.1537 top1 5.469 top5 0.781 | Epoch: [59][377/553] Time 2.435 Data 0.001 Err 0.2543 top1 8.594 top5 1.562 | Epoch: [59][378/553] Time 2.479 Data 0.001 Err 0.3369 top1 7.812 top5 3.906 | Epoch: [59][379/553] Time 2.442 Data 0.001 Err 0.4144 top1 12.500 top5 1.562 | Epoch: [59][380/553] Time 2.472 Data 0.001 Err 0.2485 top1 8.594 top5 0.781 | Epoch: [59][381/553] Time 2.451 Data 0.001 Err 0.2754 top1 5.469 top5 2.344 | Epoch: [59][382/553] Time 2.471 Data 0.001 Err 0.1957 top1 5.469 top5 0.781 | Epoch: [59][383/553] Time 2.439 Data 0.001 Err 0.2580 top1 3.906 top5 2.344 | Epoch: [59][384/553] Time 2.439 Data 0.001 Err 0.2355 top1 7.031 top5 1.562 | Epoch: [59][385/553] Time 2.446 Data 0.001 Err 0.2368 top1 3.125 top5 1.562 | Epoch: [59][386/553] Time 2.475 Data 0.001 Err 0.3912 top1 10.156 top5 3.125 | Epoch: [59][387/553] Time 2.438 Data 0.001 Err 0.1801 top1 3.125 top5 0.781 | Epoch: [59][388/553] Time 2.487 Data 0.001 Err 0.1269 top1 3.125 top5 0.781 | Epoch: [59][389/553] Time 2.433 Data 0.001 Err 0.3999 top1 8.594 top5 3.906 | Epoch: [59][390/553] Time 2.465 Data 0.001 Err 0.1473 top1 3.906 top5 0.781 | Epoch: [59][391/553] Time 2.438 Data 0.001 Err 0.1883 top1 3.906 top5 0.781 | Epoch: [59][392/553] Time 2.441 Data 0.001 Err 0.3192 top1 6.250 top5 3.906 | Epoch: [59][393/553] Time 2.433 Data 0.002 Err 0.2145 top1 5.469 top5 3.125 | Epoch: [59][394/553] Time 2.464 Data 0.001 Err 0.2514 top1 7.031 top5 1.562 | Epoch: [59][395/553] Time 2.439 Data 0.001 Err 0.2304 top1 7.031 top5 1.562 | Epoch: [59][396/553] Time 2.442 Data 0.000 Err 0.3196 top1 8.594 top5 1.562 | Epoch: [59][397/553] Time 2.444 Data 0.001 Err 0.3505 top1 8.594 top5 3.125 | Epoch: [59][398/553] Time 2.458 Data 0.001 Err 0.2981 top1 7.812 top5 3.906 | Epoch: [59][399/553] Time 2.472 Data 0.001 Err 0.3206 top1 8.594 top5 3.906 | Epoch: [59][400/553] Time 2.463 Data 0.001 Err 0.2274 top1 6.250 top5 1.562 | Epoch: [59][401/553] Time 2.449 Data 0.001 Err 0.2474 top1 4.688 top5 0.781 | Epoch: [59][402/553] Time 2.466 Data 0.001 Err 0.3167 top1 7.812 top5 3.125 | Epoch: [59][403/553] Time 2.443 Data 0.001 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [59][404/553] Time 2.439 Data 0.001 Err 0.2040 top1 6.250 top5 1.562 | Epoch: [59][405/553] Time 2.510 Data 0.000 Err 0.3316 top1 6.250 top5 3.125 | Epoch: [59][406/553] Time 2.443 Data 0.001 Err 0.4786 top1 11.719 top5 4.688 | Epoch: [59][407/553] Time 2.444 Data 0.001 Err 0.3860 top1 10.938 top5 4.688 | Epoch: [59][408/553] Time 2.451 Data 0.001 Err 0.2216 top1 3.906 top5 3.125 | Epoch: [59][409/553] Time 2.464 Data 0.001 Err 0.2206 top1 6.250 top5 0.781 | Epoch: [59][410/553] Time 2.508 Data 0.001 Err 0.2249 top1 6.250 top5 1.562 | Epoch: [59][411/553] Time 2.440 Data 0.001 Err 0.4039 top1 9.375 top5 4.688 | Epoch: [59][412/553] Time 2.459 Data 0.001 Err 0.3712 top1 7.031 top5 3.906 | Epoch: [59][413/553] Time 2.470 Data 0.000 Err 0.2439 top1 8.594 top5 3.125 | Epoch: [59][414/553] Time 2.473 Data 0.001 Err 0.3387 top1 9.375 top5 2.344 | Epoch: [59][415/553] Time 2.445 Data 0.001 Err 0.2556 top1 7.031 top5 0.781 | Epoch: [59][416/553] Time 2.449 Data 0.000 Err 0.2439 top1 5.469 top5 1.562 | Epoch: [59][417/553] Time 2.511 Data 0.001 Err 0.1931 top1 3.906 top5 1.562 | Epoch: [59][418/553] Time 2.513 Data 0.001 Err 0.2853 top1 7.812 top5 1.562 | Epoch: [59][419/553] Time 2.444 Data 0.001 Err 0.2087 top1 4.688 top5 2.344 | Epoch: [59][420/553] Time 2.476 Data 0.001 Err 0.2932 top1 7.031 top5 1.562 | Epoch: [59][421/553] Time 2.434 Data 0.001 Err 0.3557 top1 9.375 top5 3.906 | Epoch: [59][422/553] Time 2.487 Data 0.001 Err 0.3413 top1 8.594 top5 3.125 | Epoch: [59][423/553] Time 2.480 Data 0.001 Err 0.2483 top1 7.031 top5 2.344 | Epoch: [59][424/553] Time 2.512 Data 0.001 Err 0.3378 top1 7.812 top5 2.344 | Epoch: [59][425/553] Time 2.438 Data 0.000 Err 0.2570 top1 7.031 top5 2.344 | Epoch: [59][426/553] Time 2.470 Data 0.001 Err 0.2539 top1 8.594 top5 0.781 | Epoch: [59][427/553] Time 2.459 Data 0.001 Err 0.3551 top1 8.594 top5 2.344 | Epoch: [59][428/553] Time 2.480 Data 0.001 Err 0.1964 top1 4.688 top5 0.781 | Epoch: [59][429/553] Time 2.510 Data 0.001 Err 0.1643 top1 3.906 top5 1.562 | Epoch: [59][430/553] Time 2.505 Data 0.001 Err 0.1534 top1 4.688 top5 0.000 | Epoch: [59][431/553] Time 2.453 Data 0.001 Err 0.3159 top1 7.031 top5 1.562 | Epoch: [59][432/553] Time 2.440 Data 0.000 Err 0.3003 top1 6.250 top5 3.125 | Epoch: [59][433/553] Time 2.468 Data 0.001 Err 0.3572 top1 9.375 top5 2.344 | Epoch: [59][434/553] Time 2.479 Data 0.001 Err 0.3843 top1 10.938 top5 1.562 | Epoch: [59][435/553] Time 2.440 Data 0.001 Err 0.4122 top1 11.719 top5 3.906 | Epoch: [59][436/553] Time 2.499 Data 0.000 Err 0.2580 top1 7.031 top5 0.781 | Epoch: [59][437/553] Time 2.469 Data 0.001 Err 0.4029 top1 12.500 top5 3.906 | Epoch: [59][438/553] Time 2.437 Data 0.001 Err 0.2457 top1 7.031 top5 2.344 | Epoch: [59][439/553] Time 2.450 Data 0.001 Err 0.1473 top1 3.906 top5 0.781 | Epoch: [59][440/553] Time 2.500 Data 0.001 Err 0.4590 top1 11.719 top5 5.469 | Epoch: [59][441/553] Time 2.443 Data 0.001 Err 0.2512 top1 8.594 top5 0.000 | Epoch: [59][442/553] Time 2.470 Data 0.001 Err 0.3505 top1 7.031 top5 3.906 | Epoch: [59][443/553] Time 2.487 Data 0.001 Err 0.2542 top1 6.250 top5 2.344 | Epoch: [59][444/553] Time 2.443 Data 0.001 Err 0.2428 top1 7.812 top5 1.562 | Epoch: [59][445/553] Time 2.468 Data 0.001 Err 0.2484 top1 5.469 top5 0.781 | Epoch: [59][446/553] Time 2.442 Data 0.001 Err 0.4241 top1 10.938 top5 3.906 | Epoch: [59][447/553] Time 2.482 Data 0.001 Err 0.2409 top1 4.688 top5 0.781 | Epoch: [59][448/553] Time 2.442 Data 0.001 Err 0.2559 top1 7.031 top5 3.125 | Epoch: [59][449/553] Time 2.455 Data 0.001 Err 0.2222 top1 6.250 top5 1.562 | Epoch: [59][450/553] Time 2.450 Data 0.001 Err 0.2363 top1 7.812 top5 1.562 | Epoch: [59][451/553] Time 2.506 Data 0.000 Err 0.1976 top1 4.688 top5 1.562 | Epoch: [59][452/553] Time 2.456 Data 0.001 Err 0.2542 top1 9.375 top5 0.781 | Epoch: [59][453/553] Time 2.439 Data 0.001 Err 0.2142 top1 4.688 top5 0.781 | Epoch: [59][454/553] Time 2.477 Data 0.001 Err 0.1820 top1 4.688 top5 1.562 | Epoch: [59][455/553] Time 2.438 Data 0.001 Err 0.1827 top1 6.250 top5 0.000 | Epoch: [59][456/553] Time 2.456 Data 0.001 Err 0.1802 top1 3.906 top5 0.781 | Epoch: [59][457/553] Time 2.438 Data 0.001 Err 0.2749 top1 8.594 top5 2.344 | Epoch: [59][458/553] Time 2.436 Data 0.001 Err 0.2076 top1 5.469 top5 0.781 | Epoch: [59][459/553] Time 2.487 Data 0.001 Err 0.4349 top1 10.156 top5 4.688 | Epoch: [59][460/553] Time 2.467 Data 0.001 Err 0.2283 top1 7.031 top5 1.562 | Epoch: [59][461/553] Time 2.449 Data 0.000 Err 0.3490 top1 7.812 top5 3.125 | Epoch: [59][462/553] Time 2.460 Data 0.001 Err 0.4752 top1 10.938 top5 5.469 | Epoch: [59][463/553] Time 2.442 Data 0.000 Err 0.2504 top1 6.250 top5 2.344 | Epoch: [59][464/553] Time 2.461 Data 0.000 Err 0.2813 top1 8.594 top5 2.344 | Epoch: [59][465/553] Time 2.482 Data 0.001 Err 0.1734 top1 6.250 top5 1.562 | Epoch: [59][466/553] Time 2.447 Data 0.001 Err 0.1546 top1 3.125 top5 1.562 | Epoch: [59][467/553] Time 2.472 Data 0.001 Err 0.2889 top1 9.375 top5 2.344 | Epoch: [59][468/553] Time 2.444 Data 0.001 Err 0.3200 top1 7.031 top5 4.688 | Epoch: [59][469/553] Time 2.453 Data 0.001 Err 0.2018 top1 6.250 top5 0.781 | Epoch: [59][470/553] Time 2.452 Data 0.001 Err 0.1295 top1 2.344 top5 0.000 | Epoch: [59][471/553] Time 2.439 Data 0.001 Err 0.3123 top1 8.594 top5 1.562 | Epoch: [59][472/553] Time 2.451 Data 0.001 Err 0.5163 top1 10.938 top5 4.688 | Epoch: [59][473/553] Time 2.438 Data 0.000 Err 0.2773 top1 7.031 top5 3.906 | Epoch: [59][474/553] Time 2.450 Data 0.001 Err 0.3234 top1 7.812 top5 3.125 | Epoch: [59][475/553] Time 2.447 Data 0.001 Err 0.2156 top1 6.250 top5 1.562 | Epoch: [59][476/553] Time 2.439 Data 0.001 Err 0.2621 top1 6.250 top5 1.562 | Epoch: [59][477/553] Time 2.442 Data 0.001 Err 0.3499 top1 7.812 top5 2.344 | Epoch: [59][478/553] Time 2.445 Data 0.001 Err 0.2448 top1 5.469 top5 0.781 | Epoch: [59][479/553] Time 2.456 Data 0.001 Err 0.3461 top1 10.938 top5 1.562 | Epoch: [59][480/553] Time 2.458 Data 0.001 Err 0.1980 top1 7.031 top5 1.562 | Epoch: [59][481/553] Time 2.475 Data 0.001 Err 0.2595 top1 7.031 top5 3.906 | Epoch: [59][482/553] Time 2.449 Data 0.000 Err 0.4778 top1 12.500 top5 5.469 | Epoch: [59][483/553] Time 2.445 Data 0.001 Err 0.3414 top1 9.375 top5 3.125 | Epoch: [59][484/553] Time 2.438 Data 0.001 Err 0.2034 top1 6.250 top5 1.562 | Epoch: [59][485/553] Time 2.451 Data 0.001 Err 0.2035 top1 5.469 top5 1.562 | Epoch: [59][486/553] Time 2.439 Data 0.001 Err 0.1467 top1 5.469 top5 0.000 | Epoch: [59][487/553] Time 2.446 Data 0.001 Err 0.2380 top1 6.250 top5 1.562 | Epoch: [59][488/553] Time 2.438 Data 0.001 Err 0.3110 top1 8.594 top5 3.125 | Epoch: [59][489/553] Time 2.445 Data 0.000 Err 0.2229 top1 6.250 top5 0.781 | Epoch: [59][490/553] Time 2.438 Data 0.001 Err 0.2567 top1 6.250 top5 1.562 | Epoch: [59][491/553] Time 2.435 Data 0.001 Err 0.2686 top1 7.812 top5 2.344 | Epoch: [59][492/553] Time 2.491 Data 0.001 Err 0.4318 top1 10.156 top5 4.688 | Epoch: [59][493/553] Time 2.444 Data 0.000 Err 0.2001 top1 5.469 top5 0.781 | Epoch: [59][494/553] Time 2.495 Data 0.001 Err 0.2781 top1 7.812 top5 3.906 | Epoch: [59][495/553] Time 2.438 Data 0.001 Err 0.2636 top1 7.812 top5 2.344 | Epoch: [59][496/553] Time 2.440 Data 0.001 Err 0.2539 top1 6.250 top5 3.125 | Epoch: [59][497/553] Time 2.442 Data 0.001 Err 0.3088 top1 8.594 top5 3.906 | Epoch: [59][498/553] Time 2.473 Data 0.001 Err 0.3387 top1 8.594 top5 2.344 | Epoch: [59][499/553] Time 2.441 Data 0.001 Err 0.2803 top1 9.375 top5 1.562 | Epoch: [59][500/553] Time 2.451 Data 0.000 Err 0.2693 top1 5.469 top5 3.125 | Epoch: [59][501/553] Time 2.438 Data 0.000 Err 0.3262 top1 9.375 top5 1.562 | Epoch: [59][502/553] Time 2.474 Data 0.001 Err 0.2433 top1 5.469 top5 2.344 | Epoch: [59][503/553] Time 2.436 Data 0.001 Err 0.3290 top1 7.031 top5 3.125 | Epoch: [59][504/553] Time 2.459 Data 0.001 Err 0.2858 top1 8.594 top5 3.906 | Epoch: [59][505/553] Time 2.448 Data 0.001 Err 0.4159 top1 11.719 top5 5.469 | Epoch: [59][506/553] Time 2.496 Data 0.001 Err 0.2444 top1 7.031 top5 2.344 | Epoch: [59][507/553] Time 2.444 Data 0.001 Err 0.2695 top1 6.250 top5 3.125 | Epoch: [59][508/553] Time 2.483 Data 0.001 Err 0.2648 top1 7.031 top5 1.562 | Epoch: [59][509/553] Time 2.440 Data 0.001 Err 0.2281 top1 5.469 top5 3.125 | Epoch: [59][510/553] Time 2.490 Data 0.000 Err 0.2257 top1 5.469 top5 1.562 | Epoch: [59][511/553] Time 2.443 Data 0.001 Err 0.2282 top1 6.250 top5 0.781 | Epoch: [59][512/553] Time 2.460 Data 0.001 Err 0.3187 top1 7.031 top5 3.125 | Epoch: [59][513/553] Time 2.436 Data 0.001 Err 0.4559 top1 8.594 top5 2.344 | Epoch: [59][514/553] Time 2.442 Data 0.001 Err 0.1879 top1 3.906 top5 1.562 | Epoch: [59][515/553] Time 2.461 Data 0.001 Err 0.2367 top1 4.688 top5 2.344 | Epoch: [59][516/553] Time 2.442 Data 0.001 Err 0.2159 top1 4.688 top5 0.781 | Epoch: [59][517/553] Time 2.441 Data 0.001 Err 0.1234 top1 2.344 top5 0.000 | Epoch: [59][518/553] Time 2.471 Data 0.001 Err 0.2166 top1 4.688 top5 0.781 | Epoch: [59][519/553] Time 2.447 Data 0.001 Err 0.2592 top1 8.594 top5 0.000 | Epoch: [59][520/553] Time 2.441 Data 0.001 Err 0.2444 top1 6.250 top5 1.562 | Epoch: [59][521/553] Time 2.446 Data 0.000 Err 0.2852 top1 5.469 top5 3.125 | Epoch: [59][522/553] Time 2.448 Data 0.001 Err 0.2872 top1 9.375 top5 2.344 | Epoch: [59][523/553] Time 2.444 Data 0.001 Err 0.2491 top1 5.469 top5 2.344 | Epoch: [59][524/553] Time 2.436 Data 0.001 Err 0.3636 top1 10.938 top5 3.125 | Epoch: [59][525/553] Time 2.494 Data 0.001 Err 0.2465 top1 7.031 top5 3.125 | Epoch: [59][526/553] Time 2.500 Data 0.001 Err 0.2947 top1 9.375 top5 3.125 | Epoch: [59][527/553] Time 2.449 Data 0.001 Err 0.4286 top1 14.844 top5 3.125 | Epoch: [59][528/553] Time 2.498 Data 0.001 Err 0.2925 top1 9.375 top5 1.562 | Epoch: [59][529/553] Time 2.450 Data 0.001 Err 0.1745 top1 5.469 top5 0.781 | Epoch: [59][530/553] Time 2.440 Data 0.001 Err 0.2980 top1 7.812 top5 2.344 | Epoch: [59][531/553] Time 2.439 Data 0.000 Err 0.2926 top1 7.812 top5 2.344 | Epoch: [59][532/553] Time 2.450 Data 0.001 Err 0.2534 top1 6.250 top5 1.562 | Epoch: [59][533/553] Time 2.436 Data 0.001 Err 0.4219 top1 10.156 top5 3.906 | Epoch: [59][534/553] Time 2.442 Data 0.001 Err 0.3155 top1 8.594 top5 3.906 | Epoch: [59][535/553] Time 2.454 Data 0.001 Err 0.2524 top1 7.031 top5 1.562 | Epoch: [59][536/553] Time 2.456 Data 0.001 Err 0.1130 top1 2.344 top5 0.000 | Epoch: [59][537/553] Time 2.439 Data 0.000 Err 0.2896 top1 6.250 top5 3.906 | Epoch: [59][538/553] Time 2.441 Data 0.001 Err 0.2412 top1 9.375 top5 2.344 | Epoch: [59][539/553] Time 2.493 Data 0.000 Err 0.2742 top1 7.812 top5 3.125 | Epoch: [59][540/553] Time 2.451 Data 0.000 Err 0.3052 top1 7.812 top5 3.125 | Epoch: [59][541/553] Time 2.449 Data 0.001 Err 0.3407 top1 7.031 top5 3.906 | Epoch: [59][542/553] Time 2.436 Data 0.001 Err 0.3332 top1 9.375 top5 3.125 | Epoch: [59][543/553] Time 2.488 Data 0.000 Err 0.2603 top1 8.594 top5 2.344 | Epoch: [59][544/553] Time 2.449 Data 0.000 Err 0.2749 top1 5.469 top5 2.344 | Epoch: [59][545/553] Time 2.482 Data 0.000 Err 0.1803 top1 5.469 top5 0.781 | Epoch: [59][546/553] Time 2.447 Data 0.000 Err 0.2777 top1 7.031 top5 3.125 | Epoch: [59][547/553] Time 2.439 Data 0.000 Err 0.2541 top1 7.031 top5 2.344 | Epoch: [59][548/553] Time 2.435 Data 0.000 Err 0.2997 top1 7.812 top5 3.906 | Epoch: [59][549/553] Time 2.483 Data 0.000 Err 0.2436 top1 6.250 top5 2.344 | Epoch: [59][550/553] Time 2.437 Data 0.000 Err 0.3339 top1 6.250 top5 3.906 | Epoch: [59][551/553] Time 2.442 Data 0.000 Err 0.2846 top1 7.812 top5 0.781 | Epoch: [59][552/553] Time 2.439 Data 0.000 Err 0.2941 top1 10.156 top5 0.781 | Epoch: [59][553/553] Time 1.024 Data 0.000 Err 0.0751 top1 0.000 top5 0.000 | Test: [59][1/198] Time 2.361 Data 1.633 top1 14.062 ( 14.062) top5 1.562 ( 1.562) | Test: [59][2/198] Time 0.723 Data 0.001 top1 15.625 ( 14.844) top5 3.125 ( 2.344) | Test: [59][3/198] Time 0.710 Data 0.000 top1 10.156 ( 13.281) top5 1.562 ( 2.083) | Test: [59][4/198] Time 0.725 Data 0.001 top1 9.375 ( 12.305) top5 3.906 ( 2.539) | Test: [59][5/198] Time 0.715 Data 0.001 top1 13.281 ( 12.500) top5 3.125 ( 2.656) | Test: [59][6/198] Time 0.734 Data 0.001 top1 13.281 ( 12.630) top5 4.688 ( 2.995) | Test: [59][7/198] Time 0.729 Data 0.001 top1 16.406 ( 13.170) top5 1.562 ( 2.790) | Test: [59][8/198] Time 0.721 Data 0.001 top1 12.500 ( 13.086) top5 1.562 ( 2.637) | Test: [59][9/198] Time 0.719 Data 0.001 top1 10.938 ( 12.847) top5 0.781 ( 2.431) | Test: [59][10/198] Time 0.720 Data 0.001 top1 11.719 ( 12.734) top5 2.344 ( 2.422) | Test: [59][11/198] Time 0.729 Data 0.004 top1 10.156 ( 12.500) top5 1.562 ( 2.344) | Test: [59][12/198] Time 0.717 Data 0.001 top1 10.156 ( 12.305) top5 1.562 ( 2.279) | Test: [59][13/198] Time 0.724 Data 0.001 top1 15.625 ( 12.560) top5 4.688 ( 2.464) | Test: [59][14/198] Time 0.723 Data 0.001 top1 6.250 ( 12.109) top5 0.000 ( 2.288) | Test: [59][15/198] Time 0.735 Data 0.001 top1 10.156 ( 11.979) top5 3.906 ( 2.396) | Test: [59][16/198] Time 0.718 Data 0.001 top1 11.719 ( 11.963) top5 1.562 ( 2.344) | Test: [59][17/198] Time 0.717 Data 0.001 top1 10.156 ( 11.857) top5 4.688 ( 2.482) | Test: [59][18/198] Time 0.720 Data 0.001 top1 7.812 ( 11.632) top5 1.562 ( 2.431) | Test: [59][19/198] Time 0.718 Data 0.001 top1 15.625 ( 11.842) top5 0.000 ( 2.303) | Test: [59][20/198] Time 0.721 Data 0.001 top1 12.500 ( 11.875) top5 2.344 ( 2.305) | Test: [59][21/198] Time 0.719 Data 0.001 top1 7.812 ( 11.682) top5 0.781 ( 2.232) | Test: [59][22/198] Time 0.717 Data 0.001 top1 14.062 ( 11.790) top5 3.906 ( 2.308) | Test: [59][23/198] Time 0.720 Data 0.001 top1 14.062 ( 11.889) top5 4.688 ( 2.412) | Test: [59][24/198] Time 0.722 Data 0.001 top1 15.625 ( 12.044) top5 2.344 ( 2.409) | Test: [59][25/198] Time 0.717 Data 0.001 top1 14.844 ( 12.156) top5 3.125 ( 2.438) | Test: [59][26/198] Time 0.726 Data 0.001 top1 14.844 ( 12.260) top5 4.688 ( 2.524) | Test: [59][27/198] Time 0.719 Data 0.001 top1 14.062 ( 12.326) top5 2.344 ( 2.517) | Test: [59][28/198] Time 0.724 Data 0.001 top1 14.844 ( 12.416) top5 3.125 ( 2.539) | Test: [59][29/198] Time 0.713 Data 0.001 top1 11.719 ( 12.392) top5 2.344 ( 2.532) | Test: [59][30/198] Time 0.739 Data 0.001 top1 17.969 ( 12.578) top5 4.688 ( 2.604) | Test: [59][31/198] Time 0.725 Data 0.001 top1 13.281 ( 12.601) top5 1.562 ( 2.571) | Test: [59][32/198] Time 0.719 Data 0.001 top1 13.281 ( 12.622) top5 4.688 ( 2.637) | Test: [59][33/198] Time 0.716 Data 0.001 top1 14.844 ( 12.689) top5 5.469 ( 2.723) | Test: [59][34/198] Time 0.715 Data 0.001 top1 14.062 ( 12.730) top5 5.469 ( 2.803) | Test: [59][35/198] Time 0.719 Data 0.001 top1 11.719 ( 12.701) top5 3.906 ( 2.835) | Test: [59][36/198] Time 0.718 Data 0.001 top1 9.375 ( 12.609) top5 3.125 ( 2.843) | Test: [59][37/198] Time 0.720 Data 0.001 top1 11.719 ( 12.584) top5 0.781 ( 2.787) | Test: [59][38/198] Time 0.720 Data 0.001 top1 15.625 ( 12.664) top5 0.000 ( 2.714) | Test: [59][39/198] Time 0.736 Data 0.001 top1 12.500 ( 12.660) top5 3.125 ( 2.724) | Test: [59][40/198] Time 0.728 Data 0.001 top1 10.156 ( 12.598) top5 1.562 ( 2.695) | Test: [59][41/198] Time 0.728 Data 0.001 top1 11.719 ( 12.576) top5 1.562 ( 2.668) | Test: [59][42/198] Time 0.721 Data 0.000 top1 17.969 ( 12.705) top5 3.906 ( 2.697) | Test: [59][43/198] Time 0.726 Data 0.001 top1 12.500 ( 12.700) top5 1.562 ( 2.671) | Test: [59][44/198] Time 0.721 Data 0.001 top1 7.812 ( 12.589) top5 3.125 ( 2.681) | Test: [59][45/198] Time 0.714 Data 0.001 top1 7.031 ( 12.465) top5 3.125 ( 2.691) | Test: [59][46/198] Time 0.749 Data 0.001 top1 10.938 ( 12.432) top5 3.906 ( 2.717) | Test: [59][47/198] Time 0.726 Data 0.001 top1 14.062 ( 12.467) top5 3.125 ( 2.726) | Test: [59][48/198] Time 0.736 Data 0.001 top1 13.281 ( 12.484) top5 0.781 ( 2.686) | Test: [59][49/198] Time 0.744 Data 0.001 top1 14.844 ( 12.532) top5 3.125 ( 2.695) | Test: [59][50/198] Time 0.716 Data 0.001 top1 15.625 ( 12.594) top5 1.562 ( 2.672) | Test: [59][51/198] Time 0.724 Data 0.001 top1 10.156 ( 12.546) top5 1.562 ( 2.650) | Test: [59][52/198] Time 0.724 Data 0.002 top1 11.719 ( 12.530) top5 2.344 ( 2.644) | Test: [59][53/198] Time 0.717 Data 0.001 top1 8.594 ( 12.456) top5 2.344 ( 2.639) | Test: [59][54/198] Time 0.722 Data 0.001 top1 6.250 ( 12.341) top5 1.562 ( 2.619) | Test: [59][55/198] Time 0.720 Data 0.001 top1 15.625 ( 12.401) top5 3.125 ( 2.628) | Test: [59][56/198] Time 0.736 Data 0.001 top1 14.844 ( 12.444) top5 1.562 ( 2.609) | Test: [59][57/198] Time 0.729 Data 0.001 top1 11.719 ( 12.431) top5 2.344 ( 2.604) | Test: [59][58/198] Time 0.734 Data 0.001 top1 12.500 ( 12.433) top5 3.125 ( 2.613) | Test: [59][59/198] Time 0.729 Data 0.001 top1 14.062 ( 12.460) top5 3.906 ( 2.635) | Test: [59][60/198] Time 0.732 Data 0.001 top1 15.625 ( 12.513) top5 3.125 ( 2.643) | Test: [59][61/198] Time 0.717 Data 0.000 top1 14.844 ( 12.551) top5 3.906 ( 2.664) | Test: [59][62/198] Time 0.721 Data 0.001 top1 10.938 ( 12.525) top5 2.344 ( 2.659) | Test: [59][63/198] Time 0.721 Data 0.001 top1 9.375 ( 12.475) top5 2.344 ( 2.654) | Test: [59][64/198] Time 0.714 Data 0.001 top1 7.812 ( 12.402) top5 0.781 ( 2.625) | Test: [59][65/198] Time 0.719 Data 0.001 top1 15.625 ( 12.452) top5 3.906 ( 2.644) | Test: [59][66/198] Time 0.726 Data 0.000 top1 10.938 ( 12.429) top5 3.906 ( 2.663) | Test: [59][67/198] Time 0.718 Data 0.001 top1 10.938 ( 12.407) top5 2.344 ( 2.659) | Test: [59][68/198] Time 0.722 Data 0.001 top1 12.500 ( 12.408) top5 3.125 ( 2.665) | Test: [59][69/198] Time 0.729 Data 0.001 top1 17.188 ( 12.477) top5 2.344 ( 2.661) | Test: [59][70/198] Time 0.727 Data 0.000 top1 15.625 ( 12.522) top5 0.781 ( 2.634) | Test: [59][71/198] Time 0.719 Data 0.003 top1 12.500 ( 12.522) top5 2.344 ( 2.630) | Test: [59][72/198] Time 0.721 Data 0.001 top1 10.156 ( 12.489) top5 1.562 ( 2.615) | Test: [59][73/198] Time 0.735 Data 0.002 top1 10.156 ( 12.457) top5 0.781 ( 2.590) | Test: [59][74/198] Time 0.730 Data 0.001 top1 9.375 ( 12.416) top5 0.781 ( 2.565) | Test: [59][75/198] Time 0.723 Data 0.001 top1 14.844 ( 12.448) top5 1.562 ( 2.552) | Test: [59][76/198] Time 0.741 Data 0.001 top1 12.500 ( 12.449) top5 2.344 ( 2.549) | Test: [59][77/198] Time 0.719 Data 0.001 top1 13.281 ( 12.459) top5 3.125 ( 2.557) | Test: [59][78/198] Time 0.715 Data 0.001 top1 13.281 ( 12.470) top5 1.562 ( 2.544) | Test: [59][79/198] Time 0.724 Data 0.001 top1 11.719 ( 12.460) top5 0.781 ( 2.522) | Test: [59][80/198] Time 0.718 Data 0.001 top1 15.625 ( 12.500) top5 3.125 ( 2.529) | Test: [59][81/198] Time 0.730 Data 0.001 top1 13.281 ( 12.510) top5 5.469 ( 2.566) | Test: [59][82/198] Time 0.716 Data 0.001 top1 16.406 ( 12.557) top5 3.125 ( 2.572) | Test: [59][83/198] Time 0.718 Data 0.001 top1 14.062 ( 12.575) top5 2.344 ( 2.570) | Test: [59][84/198] Time 0.723 Data 0.001 top1 14.062 ( 12.593) top5 3.906 ( 2.586) | Test: [59][85/198] Time 0.715 Data 0.001 top1 8.594 ( 12.546) top5 0.781 ( 2.564) | Test: [59][86/198] Time 0.720 Data 0.001 top1 15.625 ( 12.582) top5 0.781 ( 2.544) | Test: [59][87/198] Time 0.720 Data 0.001 top1 8.594 ( 12.536) top5 0.000 ( 2.514) | Test: [59][88/198] Time 0.719 Data 0.001 top1 14.844 ( 12.562) top5 2.344 ( 2.512) | Test: [59][89/198] Time 0.728 Data 0.001 top1 10.938 ( 12.544) top5 0.000 ( 2.484) | Test: [59][90/198] Time 0.718 Data 0.001 top1 17.969 ( 12.604) top5 3.125 ( 2.491) | Test: [59][91/198] Time 0.725 Data 0.001 top1 11.719 ( 12.594) top5 3.125 ( 2.498) | Test: [59][92/198] Time 0.716 Data 0.001 top1 11.719 ( 12.585) top5 3.125 ( 2.505) | Test: [59][93/198] Time 0.717 Data 0.001 top1 9.375 ( 12.550) top5 3.906 ( 2.520) | Test: [59][94/198] Time 0.719 Data 0.001 top1 14.844 ( 12.575) top5 4.688 ( 2.543) | Test: [59][95/198] Time 0.723 Data 0.001 top1 9.375 ( 12.541) top5 1.562 ( 2.533) | Test: [59][96/198] Time 0.733 Data 0.001 top1 14.844 ( 12.565) top5 3.906 ( 2.547) | Test: [59][97/198] Time 0.723 Data 0.001 top1 12.500 ( 12.564) top5 3.906 ( 2.561) | Test: [59][98/198] Time 0.722 Data 0.001 top1 11.719 ( 12.556) top5 0.781 ( 2.543) | Test: [59][99/198] Time 0.726 Data 0.001 top1 16.406 ( 12.595) top5 3.125 ( 2.549) | Test: [59][100/198] Time 0.721 Data 0.002 top1 10.938 ( 12.578) top5 1.562 ( 2.539) | Test: [59][101/198] Time 0.719 Data 0.001 top1 13.281 ( 12.585) top5 0.781 ( 2.522) | Test: [59][102/198] Time 0.725 Data 0.001 top1 14.844 ( 12.607) top5 2.344 ( 2.520) | Test: [59][103/198] Time 0.722 Data 0.001 top1 14.844 ( 12.629) top5 3.125 ( 2.526) | Test: [59][104/198] Time 0.733 Data 0.001 top1 12.500 ( 12.628) top5 3.906 ( 2.539) | Test: [59][105/198] Time 0.730 Data 0.002 top1 13.281 ( 12.634) top5 3.125 ( 2.545) | Test: [59][106/198] Time 0.723 Data 0.005 top1 18.750 ( 12.692) top5 4.688 ( 2.565) | Test: [59][107/198] Time 0.718 Data 0.001 top1 14.844 ( 12.712) top5 3.906 ( 2.577) | Test: [59][108/198] Time 0.721 Data 0.001 top1 7.812 ( 12.666) top5 2.344 ( 2.575) | Test: [59][109/198] Time 0.713 Data 0.001 top1 11.719 ( 12.658) top5 1.562 ( 2.566) | Test: [59][110/198] Time 0.716 Data 0.001 top1 17.969 ( 12.706) top5 2.344 ( 2.564) | Test: [59][111/198] Time 0.713 Data 0.001 top1 14.062 ( 12.718) top5 3.125 ( 2.569) | Test: [59][112/198] Time 0.721 Data 0.001 top1 14.062 ( 12.730) top5 3.125 ( 2.574) | Test: [59][113/198] Time 0.718 Data 0.001 top1 14.844 ( 12.749) top5 2.344 ( 2.572) | Test: [59][114/198] Time 0.714 Data 0.001 top1 10.156 ( 12.726) top5 1.562 ( 2.563) | Test: [59][115/198] Time 0.723 Data 0.001 top1 10.938 ( 12.711) top5 0.781 ( 2.548) | Test: [59][116/198] Time 0.735 Data 0.001 top1 10.938 ( 12.695) top5 3.125 ( 2.553) | Test: [59][117/198] Time 0.719 Data 0.001 top1 14.844 ( 12.714) top5 3.125 ( 2.557) | Test: [59][118/198] Time 0.721 Data 0.000 top1 11.719 ( 12.705) top5 1.562 ( 2.549) | Test: [59][119/198] Time 0.716 Data 0.001 top1 13.281 ( 12.710) top5 2.344 ( 2.547) | Test: [59][120/198] Time 0.714 Data 0.001 top1 9.375 ( 12.682) top5 0.781 ( 2.533) | Test: [59][121/198] Time 0.715 Data 0.001 top1 10.156 ( 12.661) top5 1.562 ( 2.525) | Test: [59][122/198] Time 0.727 Data 0.001 top1 10.156 ( 12.641) top5 0.781 ( 2.510) | Test: [59][123/198] Time 0.738 Data 0.001 top1 10.938 ( 12.627) top5 0.781 ( 2.496) | Test: [59][124/198] Time 0.738 Data 0.001 top1 16.406 ( 12.658) top5 4.688 ( 2.514) | Test: [59][125/198] Time 0.722 Data 0.001 top1 10.938 ( 12.644) top5 3.125 ( 2.519) | Test: [59][126/198] Time 0.721 Data 0.001 top1 17.969 ( 12.686) top5 3.125 ( 2.524) | Test: [59][127/198] Time 0.717 Data 0.001 top1 10.938 ( 12.672) top5 1.562 ( 2.516) | Test: [59][128/198] Time 0.714 Data 0.001 top1 15.625 ( 12.695) top5 3.906 ( 2.527) | Test: [59][129/198] Time 0.726 Data 0.001 top1 13.281 ( 12.700) top5 1.562 ( 2.519) | Test: [59][130/198] Time 0.716 Data 0.001 top1 7.031 ( 12.656) top5 2.344 ( 2.518) | Test: [59][131/198] Time 0.724 Data 0.001 top1 11.719 ( 12.649) top5 2.344 ( 2.517) | Test: [59][132/198] Time 0.717 Data 0.001 top1 11.719 ( 12.642) top5 1.562 ( 2.509) | Test: [59][133/198] Time 0.722 Data 0.001 top1 16.406 ( 12.670) top5 3.906 ( 2.520) | Test: [59][134/198] Time 0.721 Data 0.001 top1 11.719 ( 12.663) top5 3.125 ( 2.524) | Test: [59][135/198] Time 0.717 Data 0.001 top1 13.281 ( 12.668) top5 3.125 ( 2.529) | Test: [59][136/198] Time 0.716 Data 0.001 top1 9.375 ( 12.644) top5 3.125 ( 2.533) | Test: [59][137/198] Time 0.714 Data 0.001 top1 14.062 ( 12.654) top5 0.781 ( 2.521) | Test: [59][138/198] Time 0.725 Data 0.001 top1 11.719 ( 12.647) top5 3.125 ( 2.525) | Test: [59][139/198] Time 0.721 Data 0.001 top1 11.719 ( 12.641) top5 3.906 ( 2.535) | Test: [59][140/198] Time 0.717 Data 0.001 top1 16.406 ( 12.667) top5 4.688 ( 2.550) | Test: [59][141/198] Time 0.728 Data 0.001 top1 7.812 ( 12.633) top5 1.562 ( 2.543) | Test: [59][142/198] Time 0.726 Data 0.002 top1 16.406 ( 12.660) top5 2.344 ( 2.542) | Test: [59][143/198] Time 0.732 Data 0.000 top1 12.500 ( 12.658) top5 3.125 ( 2.546) | Test: [59][144/198] Time 0.718 Data 0.001 top1 16.406 ( 12.684) top5 3.125 ( 2.550) | Test: [59][145/198] Time 0.714 Data 0.001 top1 14.062 ( 12.694) top5 2.344 ( 2.548) | Test: [59][146/198] Time 0.723 Data 0.001 top1 12.500 ( 12.693) top5 0.000 ( 2.531) | Test: [59][147/198] Time 0.727 Data 0.001 top1 17.188 ( 12.723) top5 6.250 ( 2.556) | Test: [59][148/198] Time 0.719 Data 0.001 top1 13.281 ( 12.727) top5 1.562 ( 2.550) | Test: [59][149/198] Time 0.713 Data 0.001 top1 17.188 ( 12.757) top5 3.906 ( 2.559) | Test: [59][150/198] Time 0.724 Data 0.001 top1 10.938 ( 12.745) top5 7.031 ( 2.589) | Test: [59][151/198] Time 0.722 Data 0.001 top1 18.750 ( 12.785) top5 6.250 ( 2.613) | Test: [59][152/198] Time 0.712 Data 0.001 top1 10.938 ( 12.772) top5 0.000 ( 2.596) | Test: [59][153/198] Time 0.714 Data 0.001 top1 10.938 ( 12.760) top5 1.562 ( 2.589) | Test: [59][154/198] Time 0.718 Data 0.001 top1 14.844 ( 12.774) top5 3.125 ( 2.592) | Test: [59][155/198] Time 0.727 Data 0.001 top1 11.719 ( 12.767) top5 3.125 ( 2.596) | Test: [59][156/198] Time 0.714 Data 0.001 top1 11.719 ( 12.760) top5 2.344 ( 2.594) | Test: [59][157/198] Time 0.722 Data 0.001 top1 13.281 ( 12.764) top5 3.906 ( 2.603) | Test: [59][158/198] Time 0.723 Data 0.001 top1 10.938 ( 12.752) top5 4.688 ( 2.616) | Test: [59][159/198] Time 0.719 Data 0.001 top1 11.719 ( 12.746) top5 3.906 ( 2.624) | Test: [59][160/198] Time 0.722 Data 0.001 top1 14.062 ( 12.754) top5 3.125 ( 2.627) | Test: [59][161/198] Time 0.721 Data 0.001 top1 13.281 ( 12.757) top5 2.344 ( 2.625) | Test: [59][162/198] Time 0.716 Data 0.001 top1 12.500 ( 12.756) top5 3.906 ( 2.633) | Test: [59][163/198] Time 0.726 Data 0.001 top1 18.750 ( 12.792) top5 4.688 ( 2.646) | Test: [59][164/198] Time 0.726 Data 0.002 top1 11.719 ( 12.786) top5 2.344 ( 2.644) | Test: [59][165/198] Time 0.736 Data 0.001 top1 9.375 ( 12.765) top5 0.781 ( 2.633) | Test: [59][166/198] Time 0.719 Data 0.001 top1 14.844 ( 12.778) top5 0.781 ( 2.621) | Test: [59][167/198] Time 0.725 Data 0.001 top1 13.281 ( 12.781) top5 0.781 ( 2.610) | Test: [59][168/198] Time 0.716 Data 0.001 top1 13.281 ( 12.784) top5 3.125 ( 2.613) | Test: [59][169/198] Time 0.723 Data 0.001 top1 9.375 ( 12.763) top5 2.344 ( 2.612) | Test: [59][170/198] Time 0.717 Data 0.001 top1 15.625 ( 12.780) top5 6.250 ( 2.633) | Test: [59][171/198] Time 0.722 Data 0.001 top1 11.719 ( 12.774) top5 1.562 ( 2.627) | Test: [59][172/198] Time 0.719 Data 0.001 top1 10.938 ( 12.763) top5 2.344 ( 2.625) | Test: [59][173/198] Time 0.723 Data 0.001 top1 15.625 ( 12.780) top5 3.125 ( 2.628) | Test: [59][174/198] Time 0.735 Data 0.001 top1 15.625 ( 12.796) top5 6.250 ( 2.649) | Test: [59][175/198] Time 0.730 Data 0.001 top1 8.594 ( 12.772) top5 2.344 ( 2.647) | Test: [59][176/198] Time 0.735 Data 0.002 top1 7.812 ( 12.744) top5 2.344 ( 2.646) | Test: [59][177/198] Time 0.722 Data 0.001 top1 10.938 ( 12.734) top5 0.781 ( 2.635) | Test: [59][178/198] Time 0.725 Data 0.001 top1 10.938 ( 12.724) top5 2.344 ( 2.633) | Test: [59][179/198] Time 0.716 Data 0.001 top1 14.844 ( 12.736) top5 1.562 ( 2.627) | Test: [59][180/198] Time 0.717 Data 0.000 top1 10.156 ( 12.721) top5 1.562 ( 2.622) | Test: [59][181/198] Time 0.725 Data 0.001 top1 17.188 ( 12.746) top5 3.125 ( 2.624) | Test: [59][182/198] Time 0.721 Data 0.001 top1 11.719 ( 12.740) top5 0.781 ( 2.614) | Test: [59][183/198] Time 0.729 Data 0.001 top1 10.156 ( 12.726) top5 3.125 ( 2.617) | Test: [59][184/198] Time 0.723 Data 0.001 top1 14.062 ( 12.734) top5 1.562 ( 2.611) | Test: [59][185/198] Time 0.732 Data 0.001 top1 12.500 ( 12.732) top5 1.562 ( 2.606) | Test: [59][186/198] Time 0.723 Data 0.001 top1 13.281 ( 12.735) top5 0.781 ( 2.596) | Test: [59][187/198] Time 0.721 Data 0.001 top1 14.062 ( 12.742) top5 3.906 ( 2.603) | Test: [59][188/198] Time 0.718 Data 0.000 top1 13.281 ( 12.745) top5 3.906 ( 2.610) | Test: [59][189/198] Time 0.722 Data 0.000 top1 14.844 ( 12.756) top5 0.781 ( 2.600) | Test: [59][190/198] Time 0.722 Data 0.003 top1 10.938 ( 12.747) top5 2.344 ( 2.599) | Test: [59][191/198] Time 0.752 Data 0.001 top1 8.594 ( 12.725) top5 2.344 ( 2.597) | Test: [59][192/198] Time 0.717 Data 0.000 top1 16.406 ( 12.744) top5 5.469 ( 2.612) | Test: [59][193/198] Time 0.723 Data 0.000 top1 15.625 ( 12.759) top5 1.562 ( 2.607) | Test: [59][194/198] Time 0.715 Data 0.000 top1 8.594 ( 12.738) top5 3.125 ( 2.610) | Test: [59][195/198] Time 0.721 Data 0.001 top1 14.062 ( 12.744) top5 3.125 ( 2.612) | Test: [59][196/198] Time 0.712 Data 0.000 top1 16.406 ( 12.763) top5 3.906 ( 2.619) | Test: [59][197/198] Time 0.256 Data 0.000 top1 11.765 ( 12.758) top5 0.000 ( 2.605) | Test: [59][198/198] Time 0.711 Data 0.000 top1 14.844 ( 12.769) top5 2.344 ( 2.604) * Finished epoch # 59 top1: 12.769 top5: 2.604 Epoch 60 => Training epoch # 60 | Epoch: [60][1/553] Time 33.400 Data 30.915 Err 0.2881 top1 7.812 top5 1.562 | Epoch: [60][2/553] Time 2.432 Data 0.001 Err 0.1261 top1 2.344 top5 0.781 | Epoch: [60][3/553] Time 2.439 Data 0.001 Err 0.2688 top1 5.469 top5 3.125 | Epoch: [60][4/553] Time 2.429 Data 0.001 Err 0.3558 top1 7.812 top5 3.125 | Epoch: [60][5/553] Time 2.428 Data 0.001 Err 0.2570 top1 6.250 top5 2.344 | Epoch: [60][6/553] Time 2.436 Data 0.000 Err 0.2569 top1 6.250 top5 1.562 | Epoch: [60][7/553] Time 2.432 Data 0.000 Err 0.2415 top1 7.812 top5 1.562 | Epoch: [60][8/553] Time 2.426 Data 0.000 Err 0.1945 top1 6.250 top5 0.781 | Epoch: [60][9/553] Time 29.897 Data 27.369 Err 0.2967 top1 7.031 top5 2.344 | Epoch: [60][10/553] Time 2.434 Data 0.001 Err 0.3634 top1 10.156 top5 3.906 | Epoch: [60][11/553] Time 2.426 Data 0.001 Err 0.2293 top1 6.250 top5 1.562 | Epoch: [60][12/553] Time 2.426 Data 0.001 Err 0.3418 top1 8.594 top5 3.125 | Epoch: [60][13/553] Time 2.435 Data 0.001 Err 0.3170 top1 7.812 top5 2.344 | Epoch: [60][14/553] Time 2.433 Data 0.001 Err 0.3634 top1 10.938 top5 3.125 | Epoch: [60][15/553] Time 2.439 Data 0.001 Err 0.2743 top1 7.031 top5 3.125 | Epoch: [60][16/553] Time 2.441 Data 0.001 Err 0.2540 top1 5.469 top5 1.562 | Epoch: [60][17/553] Time 2.459 Data 0.001 Err 0.1995 top1 5.469 top5 1.562 | Epoch: [60][18/553] Time 2.448 Data 0.000 Err 0.2734 top1 7.812 top5 2.344 | Epoch: [60][19/553] Time 2.430 Data 0.000 Err 0.3598 top1 7.031 top5 2.344 | Epoch: [60][20/553] Time 2.477 Data 0.000 Err 0.3050 top1 7.031 top5 1.562 | Epoch: [60][21/553] Time 2.437 Data 0.000 Err 0.3042 top1 8.594 top5 1.562 | Epoch: [60][22/553] Time 2.437 Data 0.001 Err 0.3094 top1 8.594 top5 1.562 | Epoch: [60][23/553] Time 2.449 Data 0.001 Err 0.2685 top1 6.250 top5 2.344 | Epoch: [60][24/553] Time 2.440 Data 0.001 Err 0.0769 top1 0.781 top5 0.000 | Epoch: [60][25/553] Time 2.455 Data 0.001 Err 0.2113 top1 6.250 top5 0.781 | Epoch: [60][26/553] Time 2.430 Data 0.001 Err 0.1862 top1 7.031 top5 1.562 | Epoch: [60][27/553] Time 2.443 Data 0.001 Err 0.4106 top1 10.938 top5 3.906 | Epoch: [60][28/553] Time 2.439 Data 0.001 Err 0.4415 top1 10.938 top5 3.906 | Epoch: [60][29/553] Time 2.446 Data 0.001 Err 0.3587 top1 8.594 top5 3.125 | Epoch: [60][30/553] Time 2.491 Data 0.001 Err 0.2536 top1 7.031 top5 1.562 | Epoch: [60][31/553] Time 2.444 Data 0.001 Err 0.2449 top1 7.031 top5 0.781 | Epoch: [60][32/553] Time 2.439 Data 0.000 Err 0.2813 top1 8.594 top5 2.344 | Epoch: [60][33/553] Time 2.436 Data 0.001 Err 0.2895 top1 8.594 top5 1.562 | Epoch: [60][34/553] Time 2.436 Data 0.001 Err 0.3629 top1 10.156 top5 3.125 | Epoch: [60][35/553] Time 2.446 Data 0.001 Err 0.1865 top1 6.250 top5 0.781 | Epoch: [60][36/553] Time 2.437 Data 0.001 Err 0.2205 top1 7.031 top5 0.781 | Epoch: [60][37/553] Time 2.444 Data 0.004 Err 0.1994 top1 4.688 top5 0.781 | Epoch: [60][38/553] Time 2.450 Data 0.001 Err 0.3054 top1 7.812 top5 2.344 | Epoch: [60][39/553] Time 2.494 Data 0.001 Err 0.3406 top1 10.156 top5 3.125 | Epoch: [60][40/553] Time 2.501 Data 0.001 Err 0.1955 top1 3.125 top5 1.562 | Epoch: [60][41/553] Time 2.483 Data 0.001 Err 0.3768 top1 10.938 top5 0.781 | Epoch: [60][42/553] Time 2.435 Data 0.001 Err 0.2891 top1 7.812 top5 2.344 | Epoch: [60][43/553] Time 2.456 Data 0.001 Err 0.1563 top1 3.906 top5 0.000 | Epoch: [60][44/553] Time 2.441 Data 0.001 Err 0.4170 top1 9.375 top5 2.344 | Epoch: [60][45/553] Time 2.443 Data 0.003 Err 0.2731 top1 9.375 top5 0.781 | Epoch: [60][46/553] Time 2.480 Data 0.001 Err 0.4380 top1 9.375 top5 2.344 | Epoch: [60][47/553] Time 2.442 Data 0.001 Err 0.2442 top1 7.031 top5 0.781 | Epoch: [60][48/553] Time 2.534 Data 0.001 Err 0.2812 top1 6.250 top5 2.344 | Epoch: [60][49/553] Time 2.454 Data 0.001 Err 0.3011 top1 7.812 top5 3.125 | Epoch: [60][50/553] Time 2.457 Data 0.001 Err 0.2410 top1 7.812 top5 1.562 | Epoch: [60][51/553] Time 2.434 Data 0.000 Err 0.3121 top1 9.375 top5 3.125 | Epoch: [60][52/553] Time 2.489 Data 0.001 Err 0.3465 top1 8.594 top5 3.125 | Epoch: [60][53/553] Time 2.493 Data 0.001 Err 0.3069 top1 6.250 top5 3.906 | Epoch: [60][54/553] Time 2.432 Data 0.001 Err 0.3281 top1 9.375 top5 2.344 | Epoch: [60][55/553] Time 2.459 Data 0.001 Err 0.2843 top1 8.594 top5 2.344 | Epoch: [60][56/553] Time 2.444 Data 0.001 Err 0.3562 top1 10.156 top5 3.125 | Epoch: [60][57/553] Time 2.485 Data 0.001 Err 0.4052 top1 7.031 top5 4.688 | Epoch: [60][58/553] Time 2.436 Data 0.000 Err 0.2766 top1 8.594 top5 1.562 | Epoch: [60][59/553] Time 2.447 Data 0.001 Err 0.2585 top1 7.031 top5 1.562 | Epoch: [60][60/553] Time 2.440 Data 0.001 Err 0.3171 top1 9.375 top5 2.344 | Epoch: [60][61/553] Time 2.450 Data 0.001 Err 0.2093 top1 6.250 top5 1.562 | Epoch: [60][62/553] Time 2.443 Data 0.001 Err 0.3252 top1 8.594 top5 1.562 | Epoch: [60][63/553] Time 2.434 Data 0.001 Err 0.3214 top1 8.594 top5 3.125 | Epoch: [60][64/553] Time 2.489 Data 0.001 Err 0.3439 top1 10.938 top5 1.562 | Epoch: [60][65/553] Time 2.503 Data 0.001 Err 0.1986 top1 4.688 top5 1.562 | Epoch: [60][66/553] Time 2.508 Data 0.004 Err 0.3015 top1 8.594 top5 1.562 | Epoch: [60][67/553] Time 2.446 Data 0.001 Err 0.1511 top1 3.906 top5 0.781 | Epoch: [60][68/553] Time 2.473 Data 0.001 Err 0.3550 top1 9.375 top5 2.344 | Epoch: [60][69/553] Time 2.446 Data 0.001 Err 0.2994 top1 7.031 top5 3.125 | Epoch: [60][70/553] Time 2.502 Data 0.001 Err 0.4995 top1 10.938 top5 7.031 | Epoch: [60][71/553] Time 2.468 Data 0.000 Err 0.3236 top1 10.156 top5 2.344 | Epoch: [60][72/553] Time 2.479 Data 0.001 Err 0.2713 top1 8.594 top5 1.562 | Epoch: [60][73/553] Time 2.445 Data 0.001 Err 0.3905 top1 10.156 top5 3.906 | Epoch: [60][74/553] Time 2.486 Data 0.001 Err 0.2366 top1 5.469 top5 1.562 | Epoch: [60][75/553] Time 2.449 Data 0.001 Err 0.2345 top1 7.031 top5 1.562 | Epoch: [60][76/553] Time 2.476 Data 0.001 Err 0.2327 top1 6.250 top5 1.562 | Epoch: [60][77/553] Time 2.516 Data 0.001 Err 0.2812 top1 9.375 top5 1.562 | Epoch: [60][78/553] Time 2.471 Data 0.001 Err 0.1996 top1 7.031 top5 1.562 | Epoch: [60][79/553] Time 2.440 Data 0.001 Err 0.2431 top1 5.469 top5 2.344 | Epoch: [60][80/553] Time 2.471 Data 0.000 Err 0.2897 top1 7.812 top5 1.562 | Epoch: [60][81/553] Time 2.434 Data 0.001 Err 0.2433 top1 5.469 top5 3.125 | Epoch: [60][82/553] Time 2.439 Data 0.001 Err 0.2756 top1 6.250 top5 1.562 | Epoch: [60][83/553] Time 2.496 Data 0.001 Err 0.3021 top1 6.250 top5 2.344 | Epoch: [60][84/553] Time 2.471 Data 0.001 Err 0.3072 top1 8.594 top5 3.125 | Epoch: [60][85/553] Time 2.508 Data 0.002 Err 0.2471 top1 7.031 top5 2.344 | Epoch: [60][86/553] Time 2.441 Data 0.000 Err 0.2489 top1 8.594 top5 1.562 | Epoch: [60][87/553] Time 2.441 Data 0.001 Err 0.2849 top1 8.594 top5 2.344 | Epoch: [60][88/553] Time 2.475 Data 0.001 Err 0.2344 top1 6.250 top5 3.125 | Epoch: [60][89/553] Time 2.450 Data 0.001 Err 0.3161 top1 10.156 top5 2.344 | Epoch: [60][90/553] Time 2.429 Data 0.001 Err 0.3219 top1 7.031 top5 3.125 | Epoch: [60][91/553] Time 2.443 Data 0.001 Err 0.2992 top1 6.250 top5 2.344 | Epoch: [60][92/553] Time 2.470 Data 0.001 Err 0.2823 top1 8.594 top5 1.562 | Epoch: [60][93/553] Time 2.435 Data 0.001 Err 0.2157 top1 4.688 top5 1.562 | Epoch: [60][94/553] Time 2.443 Data 0.001 Err 0.2585 top1 8.594 top5 0.781 | Epoch: [60][95/553] Time 2.512 Data 0.001 Err 0.2875 top1 7.031 top5 3.906 | Epoch: [60][96/553] Time 2.515 Data 0.001 Err 0.2116 top1 5.469 top5 0.781 | Epoch: [60][97/553] Time 2.477 Data 0.001 Err 0.2219 top1 5.469 top5 1.562 | Epoch: [60][98/553] Time 2.445 Data 0.000 Err 0.4880 top1 10.938 top5 4.688 | Epoch: [60][99/553] Time 2.449 Data 0.001 Err 0.2902 top1 7.812 top5 1.562 | Epoch: [60][100/553] Time 2.489 Data 0.001 Err 0.2270 top1 3.906 top5 3.125 | Epoch: [60][101/553] Time 2.463 Data 0.001 Err 0.1711 top1 3.906 top5 1.562 | Epoch: [60][102/553] Time 2.464 Data 0.001 Err 0.2964 top1 7.031 top5 2.344 | Epoch: [60][103/553] Time 2.442 Data 0.001 Err 0.3421 top1 7.031 top5 2.344 | Epoch: [60][104/553] Time 2.448 Data 0.001 Err 0.2740 top1 5.469 top5 1.562 | Epoch: [60][105/553] Time 2.446 Data 0.001 Err 0.2267 top1 7.031 top5 1.562 | Epoch: [60][106/553] Time 2.517 Data 0.001 Err 0.2196 top1 7.812 top5 1.562 | Epoch: [60][107/553] Time 2.492 Data 0.001 Err 0.1621 top1 3.906 top5 1.562 | Epoch: [60][108/553] Time 2.442 Data 0.001 Err 0.1780 top1 3.906 top5 0.781 | Epoch: [60][109/553] Time 2.443 Data 0.000 Err 0.3089 top1 7.031 top5 1.562 | Epoch: [60][110/553] Time 2.484 Data 0.001 Err 0.2929 top1 7.031 top5 2.344 | Epoch: [60][111/553] Time 2.434 Data 0.001 Err 0.2065 top1 3.906 top5 2.344 | Epoch: [60][112/553] Time 2.451 Data 0.001 Err 0.2795 top1 9.375 top5 1.562 | Epoch: [60][113/553] Time 2.447 Data 0.001 Err 0.3415 top1 7.812 top5 4.688 | Epoch: [60][114/553] Time 2.448 Data 0.001 Err 0.2716 top1 5.469 top5 2.344 | Epoch: [60][115/553] Time 2.449 Data 0.001 Err 0.1265 top1 2.344 top5 0.781 | Epoch: [60][116/553] Time 2.476 Data 0.001 Err 0.3034 top1 8.594 top5 3.125 | Epoch: [60][117/553] Time 2.453 Data 0.001 Err 0.2203 top1 6.250 top5 1.562 | Epoch: [60][118/553] Time 2.464 Data 0.001 Err 0.2953 top1 7.812 top5 1.562 | Epoch: [60][119/553] Time 2.491 Data 0.001 Err 0.1386 top1 1.562 top5 0.000 | Epoch: [60][120/553] Time 2.441 Data 0.001 Err 0.2371 top1 5.469 top5 0.781 | Epoch: [60][121/553] Time 2.459 Data 0.001 Err 0.2628 top1 7.031 top5 2.344 | Epoch: [60][122/553] Time 2.477 Data 0.001 Err 0.2141 top1 3.906 top5 1.562 | Epoch: [60][123/553] Time 2.446 Data 0.002 Err 0.4714 top1 10.156 top5 4.688 | Epoch: [60][124/553] Time 2.434 Data 0.001 Err 0.2652 top1 7.812 top5 2.344 | Epoch: [60][125/553] Time 2.480 Data 0.001 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [60][126/553] Time 2.444 Data 0.001 Err 0.4964 top1 9.375 top5 3.906 | Epoch: [60][127/553] Time 2.459 Data 0.001 Err 0.1716 top1 3.906 top5 0.781 | Epoch: [60][128/553] Time 2.487 Data 0.000 Err 0.3245 top1 7.031 top5 1.562 | Epoch: [60][129/553] Time 2.483 Data 0.001 Err 0.3912 top1 10.156 top5 3.906 | Epoch: [60][130/553] Time 2.439 Data 0.001 Err 0.2968 top1 7.812 top5 3.125 | Epoch: [60][131/553] Time 2.451 Data 0.001 Err 0.3288 top1 10.156 top5 1.562 | Epoch: [60][132/553] Time 2.437 Data 0.001 Err 0.2902 top1 9.375 top5 2.344 | Epoch: [60][133/553] Time 2.496 Data 0.001 Err 0.2758 top1 7.812 top5 0.781 | Epoch: [60][134/553] Time 2.461 Data 0.001 Err 0.4440 top1 10.938 top5 5.469 | Epoch: [60][135/553] Time 2.486 Data 0.001 Err 0.2540 top1 7.031 top5 0.781 | Epoch: [60][136/553] Time 2.455 Data 0.001 Err 0.2792 top1 5.469 top5 2.344 | Epoch: [60][137/553] Time 2.447 Data 0.001 Err 0.2746 top1 7.812 top5 2.344 | Epoch: [60][138/553] Time 2.446 Data 0.001 Err 0.3263 top1 10.156 top5 2.344 | Epoch: [60][139/553] Time 2.486 Data 0.001 Err 0.2787 top1 7.031 top5 3.125 | Epoch: [60][140/553] Time 2.447 Data 0.001 Err 0.2972 top1 7.031 top5 4.688 | Epoch: [60][141/553] Time 2.438 Data 0.001 Err 0.2935 top1 7.812 top5 2.344 | Epoch: [60][142/553] Time 2.444 Data 0.005 Err 0.2521 top1 8.594 top5 1.562 | Epoch: [60][143/553] Time 2.469 Data 0.001 Err 0.2204 top1 6.250 top5 1.562 | Epoch: [60][144/553] Time 2.450 Data 0.001 Err 0.3155 top1 9.375 top5 3.125 | Epoch: [60][145/553] Time 2.508 Data 0.001 Err 0.2568 top1 6.250 top5 0.781 | Epoch: [60][146/553] Time 2.449 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [60][147/553] Time 2.444 Data 0.001 Err 0.3533 top1 9.375 top5 2.344 | Epoch: [60][148/553] Time 2.438 Data 0.001 Err 0.2574 top1 4.688 top5 2.344 | Epoch: [60][149/553] Time 2.443 Data 0.001 Err 0.1835 top1 5.469 top5 0.781 | Epoch: [60][150/553] Time 2.479 Data 0.001 Err 0.2654 top1 6.250 top5 2.344 | Epoch: [60][151/553] Time 2.491 Data 0.001 Err 0.2113 top1 5.469 top5 1.562 | Epoch: [60][152/553] Time 2.440 Data 0.001 Err 0.1992 top1 3.906 top5 0.000 | Epoch: [60][153/553] Time 2.470 Data 0.001 Err 0.2444 top1 6.250 top5 0.781 | Epoch: [60][154/553] Time 2.442 Data 0.001 Err 0.3631 top1 10.938 top5 0.781 | Epoch: [60][155/553] Time 2.435 Data 0.001 Err 0.2351 top1 5.469 top5 2.344 | Epoch: [60][156/553] Time 2.449 Data 0.000 Err 0.3570 top1 10.156 top5 1.562 | Epoch: [60][157/553] Time 2.460 Data 0.001 Err 0.1792 top1 4.688 top5 0.781 | Epoch: [60][158/553] Time 2.440 Data 0.001 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [60][159/553] Time 2.442 Data 0.001 Err 0.2776 top1 10.156 top5 0.781 | Epoch: [60][160/553] Time 2.469 Data 0.001 Err 0.2584 top1 7.031 top5 2.344 | Epoch: [60][161/553] Time 2.483 Data 0.002 Err 0.3247 top1 7.812 top5 3.906 | Epoch: [60][162/553] Time 2.446 Data 0.001 Err 0.2049 top1 6.250 top5 1.562 | Epoch: [60][163/553] Time 2.486 Data 0.001 Err 0.1953 top1 4.688 top5 2.344 | Epoch: [60][164/553] Time 2.448 Data 0.001 Err 0.1697 top1 3.125 top5 2.344 | Epoch: [60][165/553] Time 2.506 Data 0.000 Err 0.3470 top1 7.812 top5 3.125 | Epoch: [60][166/553] Time 2.455 Data 0.001 Err 0.4062 top1 8.594 top5 3.906 | Epoch: [60][167/553] Time 2.440 Data 0.001 Err 0.2476 top1 6.250 top5 2.344 | Epoch: [60][168/553] Time 2.439 Data 0.001 Err 0.4290 top1 9.375 top5 4.688 | Epoch: [60][169/553] Time 2.471 Data 0.001 Err 0.1588 top1 4.688 top5 0.000 | Epoch: [60][170/553] Time 2.519 Data 0.001 Err 0.2099 top1 3.906 top5 2.344 | Epoch: [60][171/553] Time 2.443 Data 0.001 Err 0.2703 top1 6.250 top5 2.344 | Epoch: [60][172/553] Time 2.447 Data 0.001 Err 0.2673 top1 6.250 top5 1.562 | Epoch: [60][173/553] Time 2.442 Data 0.001 Err 0.1454 top1 2.344 top5 0.781 | Epoch: [60][174/553] Time 2.459 Data 0.001 Err 0.2781 top1 7.812 top5 0.781 | Epoch: [60][175/553] Time 2.449 Data 0.001 Err 0.1022 top1 3.125 top5 0.000 | Epoch: [60][176/553] Time 2.481 Data 0.001 Err 0.3703 top1 9.375 top5 5.469 | Epoch: [60][177/553] Time 2.509 Data 0.001 Err 0.2176 top1 6.250 top5 0.781 | Epoch: [60][178/553] Time 2.489 Data 0.001 Err 0.3259 top1 9.375 top5 3.125 | Epoch: [60][179/553] Time 2.440 Data 0.001 Err 0.3350 top1 12.500 top5 0.781 | Epoch: [60][180/553] Time 2.452 Data 0.005 Err 0.2123 top1 7.812 top5 1.562 | Epoch: [60][181/553] Time 2.490 Data 0.001 Err 0.2139 top1 7.812 top5 0.000 | Epoch: [60][182/553] Time 2.436 Data 0.001 Err 0.2886 top1 8.594 top5 3.125 | Epoch: [60][183/553] Time 2.449 Data 0.001 Err 0.3215 top1 9.375 top5 3.125 | Epoch: [60][184/553] Time 2.500 Data 0.001 Err 0.1546 top1 5.469 top5 1.562 | Epoch: [60][185/553] Time 2.460 Data 0.001 Err 0.1363 top1 5.469 top5 0.781 | Epoch: [60][186/553] Time 2.434 Data 0.001 Err 0.2437 top1 7.031 top5 3.125 | Epoch: [60][187/553] Time 2.454 Data 0.001 Err 0.3543 top1 13.281 top5 0.781 | Epoch: [60][188/553] Time 2.488 Data 0.001 Err 0.2334 top1 7.812 top5 1.562 | Epoch: [60][189/553] Time 2.440 Data 0.001 Err 0.2273 top1 7.812 top5 0.781 | Epoch: [60][190/553] Time 2.482 Data 0.001 Err 0.2251 top1 6.250 top5 1.562 | Epoch: [60][191/553] Time 2.447 Data 0.001 Err 0.2240 top1 7.031 top5 0.781 | Epoch: [60][192/553] Time 2.487 Data 0.001 Err 0.2770 top1 7.812 top5 3.125 | Epoch: [60][193/553] Time 2.494 Data 0.000 Err 0.2726 top1 6.250 top5 1.562 | Epoch: [60][194/553] Time 2.443 Data 0.001 Err 0.3372 top1 7.031 top5 1.562 | Epoch: [60][195/553] Time 2.475 Data 0.001 Err 0.2655 top1 7.812 top5 1.562 | Epoch: [60][196/553] Time 2.518 Data 0.001 Err 0.4694 top1 11.719 top5 3.906 | Epoch: [60][197/553] Time 2.444 Data 0.001 Err 0.2256 top1 6.250 top5 1.562 | Epoch: [60][198/553] Time 2.462 Data 0.001 Err 0.3395 top1 8.594 top5 3.125 | Epoch: [60][199/553] Time 2.479 Data 0.001 Err 0.1449 top1 3.125 top5 1.562 | Epoch: [60][200/553] Time 2.439 Data 0.001 Err 0.2071 top1 6.250 top5 1.562 | Epoch: [60][201/553] Time 2.443 Data 0.001 Err 0.3485 top1 7.812 top5 2.344 | Epoch: [60][202/553] Time 2.479 Data 0.001 Err 0.3496 top1 10.938 top5 2.344 | Epoch: [60][203/553] Time 2.457 Data 0.001 Err 0.3394 top1 10.938 top5 3.125 | Epoch: [60][204/553] Time 2.457 Data 0.001 Err 0.2869 top1 7.812 top5 3.125 | Epoch: [60][205/553] Time 2.473 Data 0.001 Err 0.1082 top1 3.906 top5 0.781 | Epoch: [60][206/553] Time 2.434 Data 0.000 Err 0.2834 top1 7.031 top5 3.125 | Epoch: [60][207/553] Time 2.443 Data 0.001 Err 0.3541 top1 8.594 top5 4.688 | Epoch: [60][208/553] Time 2.447 Data 0.001 Err 0.2968 top1 7.031 top5 1.562 | Epoch: [60][209/553] Time 2.444 Data 0.001 Err 0.2393 top1 7.812 top5 0.781 | Epoch: [60][210/553] Time 2.445 Data 0.001 Err 0.3327 top1 10.156 top5 0.781 | Epoch: [60][211/553] Time 2.451 Data 0.000 Err 0.2826 top1 8.594 top5 2.344 | Epoch: [60][212/553] Time 2.463 Data 0.001 Err 0.2003 top1 4.688 top5 1.562 | Epoch: [60][213/553] Time 2.458 Data 0.001 Err 0.2269 top1 3.906 top5 2.344 | Epoch: [60][214/553] Time 2.453 Data 0.001 Err 0.2508 top1 7.031 top5 1.562 | Epoch: [60][215/553] Time 2.443 Data 0.001 Err 0.3778 top1 10.156 top5 3.906 | Epoch: [60][216/553] Time 2.468 Data 0.001 Err 0.3430 top1 10.156 top5 2.344 | Epoch: [60][217/553] Time 2.475 Data 0.001 Err 0.0826 top1 2.344 top5 0.000 | Epoch: [60][218/553] Time 2.474 Data 0.015 Err 0.3890 top1 8.594 top5 4.688 | Epoch: [60][219/553] Time 2.440 Data 0.001 Err 0.2366 top1 7.031 top5 2.344 | Epoch: [60][220/553] Time 2.479 Data 0.001 Err 0.2139 top1 6.250 top5 1.562 | Epoch: [60][221/553] Time 2.508 Data 0.001 Err 0.3160 top1 6.250 top5 3.125 | Epoch: [60][222/553] Time 2.437 Data 0.001 Err 0.2371 top1 6.250 top5 0.000 | Epoch: [60][223/553] Time 2.441 Data 0.001 Err 0.2954 top1 9.375 top5 2.344 | Epoch: [60][224/553] Time 2.468 Data 0.001 Err 0.1581 top1 5.469 top5 0.000 | Epoch: [60][225/553] Time 2.438 Data 0.001 Err 0.2767 top1 7.031 top5 1.562 | Epoch: [60][226/553] Time 2.448 Data 0.001 Err 0.3222 top1 8.594 top5 2.344 | Epoch: [60][227/553] Time 2.436 Data 0.001 Err 0.1907 top1 6.250 top5 0.781 | Epoch: [60][228/553] Time 2.455 Data 0.001 Err 0.2632 top1 6.250 top5 1.562 | Epoch: [60][229/553] Time 2.482 Data 0.001 Err 0.3156 top1 9.375 top5 2.344 | Epoch: [60][230/553] Time 2.441 Data 0.001 Err 0.3470 top1 10.938 top5 4.688 | Epoch: [60][231/553] Time 2.476 Data 0.001 Err 0.3400 top1 8.594 top5 3.125 | Epoch: [60][232/553] Time 2.445 Data 0.001 Err 0.1993 top1 6.250 top5 0.781 | Epoch: [60][233/553] Time 2.461 Data 0.001 Err 0.3196 top1 8.594 top5 2.344 | Epoch: [60][234/553] Time 2.467 Data 0.001 Err 0.2822 top1 5.469 top5 2.344 | Epoch: [60][235/553] Time 2.444 Data 0.001 Err 0.2453 top1 7.031 top5 2.344 | Epoch: [60][236/553] Time 2.444 Data 0.001 Err 0.4470 top1 11.719 top5 4.688 | Epoch: [60][237/553] Time 2.463 Data 0.005 Err 0.3675 top1 10.156 top5 2.344 | Epoch: [60][238/553] Time 2.438 Data 0.001 Err 0.2092 top1 6.250 top5 1.562 | Epoch: [60][239/553] Time 2.456 Data 0.001 Err 0.2636 top1 8.594 top5 0.781 | Epoch: [60][240/553] Time 2.447 Data 0.001 Err 0.4107 top1 7.812 top5 2.344 | Epoch: [60][241/553] Time 2.450 Data 0.001 Err 0.2910 top1 5.469 top5 3.125 | Epoch: [60][242/553] Time 2.498 Data 0.001 Err 0.3270 top1 7.812 top5 3.906 | Epoch: [60][243/553] Time 2.492 Data 0.001 Err 0.3268 top1 7.812 top5 3.125 | Epoch: [60][244/553] Time 2.437 Data 0.001 Err 0.1201 top1 3.125 top5 0.000 | Epoch: [60][245/553] Time 2.448 Data 0.001 Err 0.2813 top1 7.031 top5 1.562 | Epoch: [60][246/553] Time 2.456 Data 0.001 Err 0.1977 top1 3.125 top5 1.562 | Epoch: [60][247/553] Time 2.452 Data 0.001 Err 0.1975 top1 7.031 top5 1.562 | Epoch: [60][248/553] Time 2.459 Data 0.001 Err 0.1716 top1 5.469 top5 0.000 | Epoch: [60][249/553] Time 2.487 Data 0.001 Err 0.1721 top1 6.250 top5 0.781 | Epoch: [60][250/553] Time 2.438 Data 0.001 Err 0.1766 top1 3.906 top5 1.562 | Epoch: [60][251/553] Time 2.461 Data 0.001 Err 0.3452 top1 7.812 top5 3.906 | Epoch: [60][252/553] Time 2.487 Data 0.001 Err 0.3766 top1 10.156 top5 3.125 | Epoch: [60][253/553] Time 2.484 Data 0.001 Err 0.2231 top1 7.031 top5 0.781 | Epoch: [60][254/553] Time 2.480 Data 0.000 Err 0.2597 top1 8.594 top5 1.562 | Epoch: [60][255/553] Time 2.463 Data 0.001 Err 0.3013 top1 7.812 top5 3.125 | Epoch: [60][256/553] Time 2.475 Data 0.004 Err 0.2852 top1 8.594 top5 1.562 | Epoch: [60][257/553] Time 2.495 Data 0.001 Err 0.2354 top1 7.031 top5 2.344 | Epoch: [60][258/553] Time 2.440 Data 0.001 Err 0.3820 top1 8.594 top5 3.906 | Epoch: [60][259/553] Time 2.448 Data 0.001 Err 0.2482 top1 4.688 top5 1.562 | Epoch: [60][260/553] Time 2.441 Data 0.001 Err 0.0796 top1 1.562 top5 0.781 | Epoch: [60][261/553] Time 2.439 Data 0.001 Err 0.2396 top1 4.688 top5 0.781 | Epoch: [60][262/553] Time 2.445 Data 0.001 Err 0.3533 top1 8.594 top5 3.906 | Epoch: [60][263/553] Time 2.437 Data 0.001 Err 0.1646 top1 5.469 top5 0.781 | Epoch: [60][264/553] Time 2.464 Data 0.001 Err 0.2829 top1 7.031 top5 3.125 | Epoch: [60][265/553] Time 2.443 Data 0.001 Err 0.2798 top1 5.469 top5 1.562 | Epoch: [60][266/553] Time 2.476 Data 0.001 Err 0.2110 top1 4.688 top5 1.562 | Epoch: [60][267/553] Time 2.448 Data 0.001 Err 0.3167 top1 7.031 top5 3.125 | Epoch: [60][268/553] Time 2.439 Data 0.001 Err 0.2653 top1 7.812 top5 1.562 | Epoch: [60][269/553] Time 2.434 Data 0.001 Err 0.2135 top1 4.688 top5 2.344 | Epoch: [60][270/553] Time 2.485 Data 0.001 Err 0.2439 top1 5.469 top5 0.781 | Epoch: [60][271/553] Time 2.475 Data 0.001 Err 0.3129 top1 7.031 top5 2.344 | Epoch: [60][272/553] Time 2.458 Data 0.001 Err 0.3206 top1 7.031 top5 3.125 | Epoch: [60][273/553] Time 2.438 Data 0.001 Err 0.3190 top1 9.375 top5 2.344 | Epoch: [60][274/553] Time 2.523 Data 0.001 Err 0.2750 top1 8.594 top5 1.562 | Epoch: [60][275/553] Time 2.456 Data 0.002 Err 0.2100 top1 3.906 top5 2.344 | Epoch: [60][276/553] Time 2.498 Data 0.001 Err 0.2723 top1 7.031 top5 3.125 | Epoch: [60][277/553] Time 2.460 Data 0.001 Err 0.3751 top1 9.375 top5 3.125 | Epoch: [60][278/553] Time 2.459 Data 0.001 Err 0.2628 top1 6.250 top5 3.125 | Epoch: [60][279/553] Time 2.448 Data 0.001 Err 0.2743 top1 7.031 top5 2.344 | Epoch: [60][280/553] Time 2.455 Data 0.001 Err 0.1279 top1 3.125 top5 0.000 | Epoch: [60][281/553] Time 2.442 Data 0.001 Err 0.2170 top1 4.688 top5 1.562 | Epoch: [60][282/553] Time 2.436 Data 0.001 Err 0.2920 top1 7.812 top5 0.781 | Epoch: [60][283/553] Time 2.444 Data 0.001 Err 0.3403 top1 9.375 top5 3.125 | Epoch: [60][284/553] Time 2.454 Data 0.001 Err 0.2728 top1 7.812 top5 1.562 | Epoch: [60][285/553] Time 2.445 Data 0.001 Err 0.0974 top1 0.781 top5 0.781 | Epoch: [60][286/553] Time 2.455 Data 0.001 Err 0.4531 top1 10.938 top5 2.344 | Epoch: [60][287/553] Time 2.444 Data 0.001 Err 0.3481 top1 7.812 top5 3.906 | Epoch: [60][288/553] Time 2.439 Data 0.001 Err 0.3047 top1 6.250 top5 3.125 | Epoch: [60][289/553] Time 2.443 Data 0.001 Err 0.2095 top1 5.469 top5 2.344 | Epoch: [60][290/553] Time 2.483 Data 0.001 Err 0.2321 top1 7.031 top5 1.562 | Epoch: [60][291/553] Time 2.443 Data 0.001 Err 0.3138 top1 7.031 top5 4.688 | Epoch: [60][292/553] Time 2.445 Data 0.001 Err 0.2873 top1 7.031 top5 3.125 | Epoch: [60][293/553] Time 2.456 Data 0.001 Err 0.3745 top1 8.594 top5 4.688 | Epoch: [60][294/553] Time 2.479 Data 0.006 Err 0.3681 top1 10.156 top5 2.344 | Epoch: [60][295/553] Time 2.438 Data 0.001 Err 0.4376 top1 12.500 top5 3.906 | Epoch: [60][296/553] Time 2.485 Data 0.001 Err 0.2294 top1 6.250 top5 1.562 | Epoch: [60][297/553] Time 2.436 Data 0.001 Err 0.2159 top1 5.469 top5 3.125 | Epoch: [60][298/553] Time 2.496 Data 0.001 Err 0.2034 top1 4.688 top5 1.562 | Epoch: [60][299/553] Time 2.520 Data 0.001 Err 0.2657 top1 6.250 top5 1.562 | Epoch: [60][300/553] Time 2.497 Data 0.001 Err 0.1804 top1 5.469 top5 0.781 | Epoch: [60][301/553] Time 2.441 Data 0.001 Err 0.2340 top1 6.250 top5 0.781 | Epoch: [60][302/553] Time 2.457 Data 0.001 Err 0.1975 top1 5.469 top5 1.562 | Epoch: [60][303/553] Time 2.435 Data 0.001 Err 0.3073 top1 7.812 top5 2.344 | Epoch: [60][304/553] Time 2.450 Data 0.001 Err 0.2178 top1 5.469 top5 2.344 | Epoch: [60][305/553] Time 2.438 Data 0.001 Err 0.2094 top1 7.031 top5 2.344 | Epoch: [60][306/553] Time 2.444 Data 0.001 Err 0.3333 top1 7.031 top5 2.344 | Epoch: [60][307/553] Time 2.454 Data 0.001 Err 0.2086 top1 3.906 top5 0.781 | Epoch: [60][308/553] Time 2.439 Data 0.001 Err 0.1930 top1 3.906 top5 1.562 | Epoch: [60][309/553] Time 2.445 Data 0.001 Err 0.3748 top1 9.375 top5 4.688 | Epoch: [60][310/553] Time 2.532 Data 0.001 Err 0.2803 top1 5.469 top5 0.781 | Epoch: [60][311/553] Time 2.438 Data 0.001 Err 0.3834 top1 8.594 top5 3.125 | Epoch: [60][312/553] Time 2.434 Data 0.001 Err 0.2780 top1 7.812 top5 1.562 | Epoch: [60][313/553] Time 2.450 Data 0.004 Err 0.2261 top1 6.250 top5 2.344 | Epoch: [60][314/553] Time 2.486 Data 0.001 Err 0.1942 top1 4.688 top5 3.125 | Epoch: [60][315/553] Time 2.447 Data 0.001 Err 0.2008 top1 5.469 top5 0.781 | Epoch: [60][316/553] Time 2.439 Data 0.001 Err 0.1470 top1 3.125 top5 0.781 | Epoch: [60][317/553] Time 2.439 Data 0.001 Err 0.2390 top1 3.906 top5 3.906 | Epoch: [60][318/553] Time 2.472 Data 0.001 Err 0.3456 top1 10.938 top5 2.344 | Epoch: [60][319/553] Time 2.504 Data 0.001 Err 0.2496 top1 6.250 top5 1.562 | Epoch: [60][320/553] Time 2.449 Data 0.001 Err 0.1604 top1 3.125 top5 0.781 | Epoch: [60][321/553] Time 2.450 Data 0.001 Err 0.2568 top1 7.812 top5 0.781 | Epoch: [60][322/553] Time 2.475 Data 0.001 Err 0.2178 top1 7.031 top5 0.781 | Epoch: [60][323/553] Time 2.501 Data 0.001 Err 0.3452 top1 9.375 top5 2.344 | Epoch: [60][324/553] Time 2.448 Data 0.001 Err 0.2388 top1 7.812 top5 0.781 | Epoch: [60][325/553] Time 2.445 Data 0.001 Err 0.1695 top1 3.906 top5 1.562 | Epoch: [60][326/553] Time 2.470 Data 0.001 Err 0.2634 top1 9.375 top5 1.562 | Epoch: [60][327/553] Time 2.441 Data 0.001 Err 0.2680 top1 7.031 top5 2.344 | Epoch: [60][328/553] Time 2.470 Data 0.001 Err 0.2416 top1 5.469 top5 1.562 | Epoch: [60][329/553] Time 2.443 Data 0.001 Err 0.3012 top1 7.031 top5 1.562 | Epoch: [60][330/553] Time 2.495 Data 0.001 Err 0.2619 top1 9.375 top5 0.781 | Epoch: [60][331/553] Time 2.450 Data 0.001 Err 0.1970 top1 4.688 top5 1.562 | Epoch: [60][332/553] Time 2.447 Data 0.003 Err 0.2399 top1 6.250 top5 0.781 | Epoch: [60][333/553] Time 2.443 Data 0.001 Err 0.2630 top1 6.250 top5 0.781 | Epoch: [60][334/553] Time 2.479 Data 0.001 Err 0.2750 top1 7.812 top5 2.344 | Epoch: [60][335/553] Time 2.447 Data 0.004 Err 0.3471 top1 5.469 top5 3.906 | Epoch: [60][336/553] Time 2.449 Data 0.000 Err 0.2529 top1 4.688 top5 3.125 | Epoch: [60][337/553] Time 2.490 Data 0.001 Err 0.1945 top1 5.469 top5 0.000 | Epoch: [60][338/553] Time 2.476 Data 0.001 Err 0.0759 top1 0.000 top5 0.000 | Epoch: [60][339/553] Time 2.445 Data 0.001 Err 0.2640 top1 7.031 top5 1.562 | Epoch: [60][340/553] Time 2.448 Data 0.001 Err 0.1820 top1 3.906 top5 0.781 | Epoch: [60][341/553] Time 2.448 Data 0.001 Err 0.4144 top1 8.594 top5 2.344 | Epoch: [60][342/553] Time 2.451 Data 0.001 Err 0.1803 top1 5.469 top5 0.781 | Epoch: [60][343/553] Time 2.446 Data 0.001 Err 0.1450 top1 3.125 top5 0.000 | Epoch: [60][344/553] Time 2.440 Data 0.001 Err 0.2480 top1 5.469 top5 2.344 | Epoch: [60][345/553] Time 2.446 Data 0.001 Err 0.3475 top1 7.812 top5 2.344 | Epoch: [60][346/553] Time 2.462 Data 0.001 Err 0.3152 top1 7.812 top5 3.125 | Epoch: [60][347/553] Time 2.469 Data 0.001 Err 0.3805 top1 10.156 top5 4.688 | Epoch: [60][348/553] Time 2.438 Data 0.001 Err 0.3453 top1 8.594 top5 2.344 | Epoch: [60][349/553] Time 2.450 Data 0.001 Err 0.2562 top1 6.250 top5 2.344 | Epoch: [60][350/553] Time 2.437 Data 0.001 Err 0.2962 top1 7.031 top5 3.125 | Epoch: [60][351/553] Time 2.445 Data 0.004 Err 0.3213 top1 7.812 top5 3.125 | Epoch: [60][352/553] Time 2.450 Data 0.001 Err 0.2635 top1 5.469 top5 3.125 | Epoch: [60][353/553] Time 2.439 Data 0.001 Err 0.2833 top1 7.031 top5 2.344 | Epoch: [60][354/553] Time 2.461 Data 0.000 Err 0.2597 top1 10.156 top5 0.781 | Epoch: [60][355/553] Time 2.435 Data 0.001 Err 0.2993 top1 7.812 top5 3.906 | Epoch: [60][356/553] Time 2.453 Data 0.001 Err 0.3424 top1 10.156 top5 3.125 | Epoch: [60][357/553] Time 2.491 Data 0.001 Err 0.3952 top1 9.375 top5 3.125 | Epoch: [60][358/553] Time 2.496 Data 0.001 Err 0.3046 top1 7.031 top5 2.344 | Epoch: [60][359/553] Time 2.449 Data 0.001 Err 0.3010 top1 7.812 top5 0.781 | Epoch: [60][360/553] Time 2.455 Data 0.001 Err 0.2174 top1 5.469 top5 0.000 | Epoch: [60][361/553] Time 2.453 Data 0.001 Err 0.2424 top1 6.250 top5 1.562 | Epoch: [60][362/553] Time 2.443 Data 0.001 Err 0.2517 top1 7.031 top5 3.125 | Epoch: [60][363/553] Time 2.447 Data 0.001 Err 0.2142 top1 5.469 top5 2.344 | Epoch: [60][364/553] Time 2.439 Data 0.001 Err 0.2317 top1 6.250 top5 1.562 | Epoch: [60][365/553] Time 2.450 Data 0.001 Err 0.2210 top1 6.250 top5 1.562 | Epoch: [60][366/553] Time 2.458 Data 0.001 Err 0.2568 top1 6.250 top5 1.562 | Epoch: [60][367/553] Time 2.434 Data 0.001 Err 0.2503 top1 3.906 top5 1.562 | Epoch: [60][368/553] Time 2.446 Data 0.001 Err 0.3562 top1 8.594 top5 3.125 | Epoch: [60][369/553] Time 2.438 Data 0.001 Err 0.3248 top1 7.031 top5 0.781 | Epoch: [60][370/553] Time 2.479 Data 0.002 Err 0.1972 top1 4.688 top5 2.344 | Epoch: [60][371/553] Time 2.441 Data 0.001 Err 0.1700 top1 3.906 top5 0.781 | Epoch: [60][372/553] Time 2.449 Data 0.001 Err 0.2593 top1 7.812 top5 1.562 | Epoch: [60][373/553] Time 2.480 Data 0.000 Err 0.3042 top1 7.812 top5 2.344 | Epoch: [60][374/553] Time 2.444 Data 0.001 Err 0.2979 top1 7.031 top5 2.344 | Epoch: [60][375/553] Time 2.461 Data 0.001 Err 0.2866 top1 7.031 top5 3.125 | Epoch: [60][376/553] Time 2.437 Data 0.001 Err 0.3218 top1 9.375 top5 1.562 | Epoch: [60][377/553] Time 2.440 Data 0.000 Err 0.2019 top1 3.906 top5 2.344 | Epoch: [60][378/553] Time 2.451 Data 0.001 Err 0.3382 top1 9.375 top5 3.906 | Epoch: [60][379/553] Time 2.437 Data 0.001 Err 0.3053 top1 10.938 top5 2.344 | Epoch: [60][380/553] Time 2.519 Data 0.001 Err 0.2083 top1 4.688 top5 0.781 | Epoch: [60][381/553] Time 2.437 Data 0.001 Err 0.1835 top1 5.469 top5 0.000 | Epoch: [60][382/553] Time 2.451 Data 0.000 Err 0.2110 top1 6.250 top5 0.781 | Epoch: [60][383/553] Time 2.445 Data 0.001 Err 0.3280 top1 11.719 top5 1.562 | Epoch: [60][384/553] Time 2.464 Data 0.001 Err 0.1734 top1 3.906 top5 2.344 | Epoch: [60][385/553] Time 2.455 Data 0.001 Err 0.2372 top1 7.812 top5 2.344 | Epoch: [60][386/553] Time 2.470 Data 0.001 Err 0.3083 top1 7.812 top5 3.125 | Epoch: [60][387/553] Time 2.486 Data 0.001 Err 0.2294 top1 6.250 top5 0.781 | Epoch: [60][388/553] Time 2.474 Data 0.001 Err 0.2133 top1 3.906 top5 1.562 | Epoch: [60][389/553] Time 2.445 Data 0.004 Err 0.4722 top1 10.156 top5 4.688 | Epoch: [60][390/553] Time 2.444 Data 0.001 Err 0.2993 top1 7.031 top5 1.562 | Epoch: [60][391/553] Time 2.457 Data 0.001 Err 0.3725 top1 8.594 top5 3.906 | Epoch: [60][392/553] Time 2.474 Data 0.001 Err 0.3126 top1 8.594 top5 1.562 | Epoch: [60][393/553] Time 2.473 Data 0.001 Err 0.3757 top1 9.375 top5 2.344 | Epoch: [60][394/553] Time 2.481 Data 0.001 Err 0.2009 top1 5.469 top5 0.781 | Epoch: [60][395/553] Time 2.453 Data 0.001 Err 0.1472 top1 2.344 top5 0.000 | Epoch: [60][396/553] Time 2.468 Data 0.001 Err 0.3017 top1 7.031 top5 5.469 | Epoch: [60][397/553] Time 2.445 Data 0.001 Err 0.2741 top1 6.250 top5 2.344 | Epoch: [60][398/553] Time 2.452 Data 0.001 Err 0.2525 top1 8.594 top5 1.562 | Epoch: [60][399/553] Time 2.452 Data 0.001 Err 0.2269 top1 4.688 top5 1.562 | Epoch: [60][400/553] Time 2.438 Data 0.001 Err 0.2700 top1 7.031 top5 2.344 | Epoch: [60][401/553] Time 2.495 Data 0.001 Err 0.3177 top1 7.812 top5 3.906 | Epoch: [60][402/553] Time 2.445 Data 0.001 Err 0.3337 top1 11.719 top5 2.344 | Epoch: [60][403/553] Time 2.449 Data 0.001 Err 0.3048 top1 7.812 top5 1.562 | Epoch: [60][404/553] Time 2.493 Data 0.001 Err 0.3673 top1 8.594 top5 3.125 | Epoch: [60][405/553] Time 2.446 Data 0.001 Err 0.2450 top1 7.031 top5 1.562 | Epoch: [60][406/553] Time 2.446 Data 0.001 Err 0.4063 top1 8.594 top5 3.906 | Epoch: [60][407/553] Time 2.458 Data 0.001 Err 0.2626 top1 5.469 top5 2.344 | Epoch: [60][408/553] Time 2.490 Data 0.002 Err 0.2003 top1 3.906 top5 1.562 | Epoch: [60][409/553] Time 2.462 Data 0.001 Err 0.3127 top1 7.031 top5 4.688 | Epoch: [60][410/553] Time 2.467 Data 0.001 Err 0.2658 top1 7.031 top5 3.906 | Epoch: [60][411/553] Time 2.445 Data 0.001 Err 0.1809 top1 3.906 top5 0.781 | Epoch: [60][412/553] Time 2.453 Data 0.001 Err 0.2458 top1 3.906 top5 2.344 | Epoch: [60][413/553] Time 2.455 Data 0.001 Err 0.2624 top1 7.031 top5 1.562 | Epoch: [60][414/553] Time 2.457 Data 0.001 Err 0.2118 top1 5.469 top5 1.562 | Epoch: [60][415/553] Time 2.434 Data 0.001 Err 0.1370 top1 3.125 top5 0.781 | Epoch: [60][416/553] Time 2.465 Data 0.001 Err 0.1877 top1 3.906 top5 0.781 | Epoch: [60][417/553] Time 2.465 Data 0.001 Err 0.3334 top1 10.156 top5 0.781 | Epoch: [60][418/553] Time 2.457 Data 0.001 Err 0.1884 top1 3.125 top5 0.781 | Epoch: [60][419/553] Time 2.448 Data 0.001 Err 0.2892 top1 8.594 top5 0.781 | Epoch: [60][420/553] Time 2.505 Data 0.001 Err 0.2806 top1 7.812 top5 0.781 | Epoch: [60][421/553] Time 2.479 Data 0.001 Err 0.2657 top1 7.031 top5 1.562 | Epoch: [60][422/553] Time 2.508 Data 0.001 Err 0.3964 top1 9.375 top5 4.688 | Epoch: [60][423/553] Time 2.447 Data 0.001 Err 0.1577 top1 3.906 top5 0.000 | Epoch: [60][424/553] Time 2.486 Data 0.001 Err 0.2607 top1 7.031 top5 1.562 | Epoch: [60][425/553] Time 2.461 Data 0.001 Err 0.3632 top1 9.375 top5 3.125 | Epoch: [60][426/553] Time 2.477 Data 0.001 Err 0.2159 top1 4.688 top5 0.781 | Epoch: [60][427/553] Time 2.463 Data 0.004 Err 0.2121 top1 5.469 top5 0.781 | Epoch: [60][428/553] Time 2.445 Data 0.001 Err 0.3395 top1 8.594 top5 3.125 | Epoch: [60][429/553] Time 2.492 Data 0.001 Err 0.2708 top1 7.031 top5 1.562 | Epoch: [60][430/553] Time 2.470 Data 0.001 Err 0.2727 top1 10.156 top5 1.562 | Epoch: [60][431/553] Time 2.470 Data 0.001 Err 0.3274 top1 7.812 top5 1.562 | Epoch: [60][432/553] Time 2.440 Data 0.000 Err 0.3809 top1 9.375 top5 2.344 | Epoch: [60][433/553] Time 2.437 Data 0.001 Err 0.2262 top1 4.688 top5 0.000 | Epoch: [60][434/553] Time 2.442 Data 0.001 Err 0.2233 top1 7.812 top5 0.781 | Epoch: [60][435/553] Time 2.513 Data 0.001 Err 0.5131 top1 10.156 top5 4.688 | Epoch: [60][436/553] Time 2.450 Data 0.004 Err 0.1395 top1 2.344 top5 0.000 | Epoch: [60][437/553] Time 2.445 Data 0.001 Err 0.2950 top1 7.031 top5 1.562 | Epoch: [60][438/553] Time 2.436 Data 0.001 Err 0.3374 top1 10.156 top5 0.781 | Epoch: [60][439/553] Time 2.440 Data 0.001 Err 0.3635 top1 7.812 top5 2.344 | Epoch: [60][440/553] Time 2.450 Data 0.001 Err 0.1333 top1 1.562 top5 0.000 | Epoch: [60][441/553] Time 2.456 Data 0.001 Err 0.2407 top1 7.031 top5 1.562 | Epoch: [60][442/553] Time 2.463 Data 0.001 Err 0.1517 top1 4.688 top5 0.781 | Epoch: [60][443/553] Time 2.433 Data 0.001 Err 0.3320 top1 9.375 top5 3.906 | Epoch: [60][444/553] Time 2.452 Data 0.001 Err 0.2160 top1 6.250 top5 3.125 | Epoch: [60][445/553] Time 2.435 Data 0.001 Err 0.2835 top1 7.031 top5 3.125 | Epoch: [60][446/553] Time 2.471 Data 0.003 Err 0.2507 top1 7.812 top5 0.781 | Epoch: [60][447/553] Time 2.526 Data 0.001 Err 0.2155 top1 5.469 top5 0.781 | Epoch: [60][448/553] Time 2.442 Data 0.001 Err 0.2750 top1 4.688 top5 1.562 | Epoch: [60][449/553] Time 2.495 Data 0.001 Err 0.1997 top1 3.125 top5 1.562 | Epoch: [60][450/553] Time 2.448 Data 0.001 Err 0.3489 top1 7.812 top5 3.906 | Epoch: [60][451/553] Time 2.451 Data 0.001 Err 0.3520 top1 9.375 top5 3.125 | Epoch: [60][452/553] Time 2.518 Data 0.001 Err 0.2872 top1 5.469 top5 1.562 | Epoch: [60][453/553] Time 2.442 Data 0.001 Err 0.2596 top1 7.812 top5 1.562 | Epoch: [60][454/553] Time 2.444 Data 0.001 Err 0.2242 top1 6.250 top5 0.781 | Epoch: [60][455/553] Time 2.438 Data 0.001 Err 0.2681 top1 7.031 top5 1.562 | Epoch: [60][456/553] Time 2.524 Data 0.001 Err 0.1950 top1 4.688 top5 1.562 | Epoch: [60][457/553] Time 2.462 Data 0.001 Err 0.3541 top1 7.812 top5 2.344 | Epoch: [60][458/553] Time 2.536 Data 0.001 Err 0.2622 top1 7.031 top5 1.562 | Epoch: [60][459/553] Time 2.448 Data 0.001 Err 0.3634 top1 9.375 top5 3.906 | Epoch: [60][460/553] Time 2.521 Data 0.001 Err 0.2545 top1 7.031 top5 2.344 | Epoch: [60][461/553] Time 2.494 Data 0.001 Err 0.2036 top1 4.688 top5 1.562 | Epoch: [60][462/553] Time 2.477 Data 0.001 Err 0.2475 top1 6.250 top5 1.562 | Epoch: [60][463/553] Time 2.455 Data 0.001 Err 0.4020 top1 10.938 top5 3.125 | Epoch: [60][464/553] Time 2.507 Data 0.001 Err 0.2692 top1 7.031 top5 0.781 | Epoch: [60][465/553] Time 2.431 Data 0.002 Err 0.1350 top1 2.344 top5 1.562 | Epoch: [60][466/553] Time 2.457 Data 0.001 Err 0.3186 top1 7.031 top5 2.344 | Epoch: [60][467/553] Time 2.452 Data 0.001 Err 0.1269 top1 3.906 top5 0.781 | Epoch: [60][468/553] Time 2.435 Data 0.001 Err 0.3161 top1 8.594 top5 1.562 | Epoch: [60][469/553] Time 2.506 Data 0.001 Err 0.1724 top1 6.250 top5 1.562 | Epoch: [60][470/553] Time 2.475 Data 0.001 Err 0.2630 top1 5.469 top5 2.344 | Epoch: [60][471/553] Time 2.516 Data 0.001 Err 0.3196 top1 10.156 top5 2.344 | Epoch: [60][472/553] Time 2.503 Data 0.001 Err 0.2178 top1 7.031 top5 0.000 | Epoch: [60][473/553] Time 2.455 Data 0.001 Err 0.2474 top1 4.688 top5 1.562 | Epoch: [60][474/553] Time 2.474 Data 0.001 Err 0.3288 top1 6.250 top5 3.906 | Epoch: [60][475/553] Time 2.454 Data 0.001 Err 0.1692 top1 3.906 top5 0.781 | Epoch: [60][476/553] Time 2.455 Data 0.001 Err 0.3026 top1 8.594 top5 3.125 | Epoch: [60][477/553] Time 2.485 Data 0.001 Err 0.3596 top1 10.938 top5 3.125 | Epoch: [60][478/553] Time 2.483 Data 0.000 Err 0.1940 top1 4.688 top5 1.562 | Epoch: [60][479/553] Time 2.458 Data 0.001 Err 0.3660 top1 13.281 top5 3.125 | Epoch: [60][480/553] Time 2.501 Data 0.001 Err 0.1415 top1 3.906 top5 0.000 | Epoch: [60][481/553] Time 2.442 Data 0.001 Err 0.3380 top1 8.594 top5 3.125 | Epoch: [60][482/553] Time 2.444 Data 0.001 Err 0.2956 top1 8.594 top5 1.562 | Epoch: [60][483/553] Time 2.443 Data 0.001 Err 0.3414 top1 9.375 top5 3.906 | Epoch: [60][484/553] Time 2.460 Data 0.002 Err 0.2563 top1 5.469 top5 1.562 | Epoch: [60][485/553] Time 2.476 Data 0.001 Err 0.3123 top1 8.594 top5 3.125 | Epoch: [60][486/553] Time 2.444 Data 0.001 Err 0.3692 top1 7.812 top5 3.906 | Epoch: [60][487/553] Time 2.490 Data 0.001 Err 0.2229 top1 3.125 top5 1.562 | Epoch: [60][488/553] Time 2.471 Data 0.001 Err 0.3864 top1 10.938 top5 3.125 | Epoch: [60][489/553] Time 2.457 Data 0.001 Err 0.2390 top1 7.812 top5 2.344 | Epoch: [60][490/553] Time 2.442 Data 0.001 Err 0.4082 top1 10.156 top5 4.688 | Epoch: [60][491/553] Time 2.449 Data 0.001 Err 0.1873 top1 4.688 top5 0.000 | Epoch: [60][492/553] Time 2.477 Data 0.001 Err 0.2039 top1 6.250 top5 0.781 | Epoch: [60][493/553] Time 2.504 Data 0.001 Err 0.1858 top1 4.688 top5 0.000 | Epoch: [60][494/553] Time 2.479 Data 0.001 Err 0.3509 top1 10.156 top5 2.344 | Epoch: [60][495/553] Time 2.457 Data 0.001 Err 0.2628 top1 6.250 top5 3.125 | Epoch: [60][496/553] Time 2.502 Data 0.001 Err 0.2099 top1 3.906 top5 1.562 | Epoch: [60][497/553] Time 2.434 Data 0.001 Err 0.3410 top1 8.594 top5 5.469 | Epoch: [60][498/553] Time 2.486 Data 0.000 Err 0.4462 top1 11.719 top5 3.906 | Epoch: [60][499/553] Time 2.456 Data 0.001 Err 0.3324 top1 7.031 top5 2.344 | Epoch: [60][500/553] Time 2.467 Data 0.001 Err 0.3391 top1 9.375 top5 2.344 | Epoch: [60][501/553] Time 2.466 Data 0.001 Err 0.1892 top1 5.469 top5 3.125 | Epoch: [60][502/553] Time 2.475 Data 0.001 Err 0.2627 top1 6.250 top5 2.344 | Epoch: [60][503/553] Time 2.442 Data 0.005 Err 0.3686 top1 7.812 top5 3.125 | Epoch: [60][504/553] Time 2.480 Data 0.001 Err 0.5661 top1 12.500 top5 7.812 | Epoch: [60][505/553] Time 2.477 Data 0.001 Err 0.1875 top1 3.125 top5 2.344 | Epoch: [60][506/553] Time 2.436 Data 0.000 Err 0.2826 top1 8.594 top5 2.344 | Epoch: [60][507/553] Time 2.451 Data 0.001 Err 0.1454 top1 3.125 top5 0.781 | Epoch: [60][508/553] Time 2.440 Data 0.001 Err 0.2372 top1 5.469 top5 3.125 | Epoch: [60][509/553] Time 2.445 Data 0.001 Err 0.3555 top1 7.031 top5 3.125 | Epoch: [60][510/553] Time 2.444 Data 0.000 Err 0.2182 top1 4.688 top5 1.562 | Epoch: [60][511/553] Time 2.500 Data 0.001 Err 0.3369 top1 9.375 top5 3.125 | Epoch: [60][512/553] Time 2.499 Data 0.001 Err 0.2479 top1 6.250 top5 2.344 | Epoch: [60][513/553] Time 2.440 Data 0.001 Err 0.2523 top1 6.250 top5 1.562 | Epoch: [60][514/553] Time 2.460 Data 0.000 Err 0.1885 top1 4.688 top5 1.562 | Epoch: [60][515/553] Time 2.455 Data 0.000 Err 0.3089 top1 7.031 top5 2.344 | Epoch: [60][516/553] Time 2.441 Data 0.001 Err 0.2037 top1 5.469 top5 0.781 | Epoch: [60][517/553] Time 2.468 Data 0.001 Err 0.1794 top1 7.812 top5 0.000 | Epoch: [60][518/553] Time 2.481 Data 0.001 Err 0.1698 top1 4.688 top5 0.000 | Epoch: [60][519/553] Time 2.459 Data 0.001 Err 0.4243 top1 10.156 top5 3.906 | Epoch: [60][520/553] Time 2.486 Data 0.001 Err 0.1735 top1 4.688 top5 2.344 | Epoch: [60][521/553] Time 2.443 Data 0.001 Err 0.3949 top1 9.375 top5 4.688 | Epoch: [60][522/553] Time 2.468 Data 0.005 Err 0.2881 top1 10.156 top5 0.781 | Epoch: [60][523/553] Time 2.486 Data 0.000 Err 0.1784 top1 4.688 top5 0.781 | Epoch: [60][524/553] Time 2.440 Data 0.001 Err 0.3331 top1 8.594 top5 2.344 | Epoch: [60][525/553] Time 2.442 Data 0.001 Err 0.2444 top1 7.031 top5 1.562 | Epoch: [60][526/553] Time 2.450 Data 0.001 Err 0.2082 top1 6.250 top5 0.000 | Epoch: [60][527/553] Time 2.451 Data 0.000 Err 0.2052 top1 3.906 top5 1.562 | Epoch: [60][528/553] Time 2.458 Data 0.001 Err 0.3600 top1 10.938 top5 3.125 | Epoch: [60][529/553] Time 2.439 Data 0.001 Err 0.4483 top1 9.375 top5 4.688 | Epoch: [60][530/553] Time 2.436 Data 0.001 Err 0.2235 top1 3.906 top5 1.562 | Epoch: [60][531/553] Time 2.454 Data 0.002 Err 0.3365 top1 7.812 top5 2.344 | Epoch: [60][532/553] Time 2.446 Data 0.001 Err 0.2126 top1 3.906 top5 1.562 | Epoch: [60][533/553] Time 2.472 Data 0.001 Err 0.2483 top1 5.469 top5 1.562 | Epoch: [60][534/553] Time 2.506 Data 0.001 Err 0.1460 top1 3.125 top5 1.562 | Epoch: [60][535/553] Time 2.491 Data 0.001 Err 0.2458 top1 5.469 top5 2.344 | Epoch: [60][536/553] Time 2.454 Data 0.000 Err 0.3022 top1 8.594 top5 0.781 | Epoch: [60][537/553] Time 2.452 Data 0.001 Err 0.2665 top1 7.812 top5 1.562 | Epoch: [60][538/553] Time 2.445 Data 0.001 Err 0.3028 top1 7.031 top5 2.344 | Epoch: [60][539/553] Time 2.448 Data 0.001 Err 0.2405 top1 5.469 top5 2.344 | Epoch: [60][540/553] Time 2.476 Data 0.001 Err 0.4422 top1 9.375 top5 3.125 | Epoch: [60][541/553] Time 2.463 Data 0.001 Err 0.2675 top1 8.594 top5 3.125 | Epoch: [60][542/553] Time 2.463 Data 0.001 Err 0.2912 top1 8.594 top5 2.344 | Epoch: [60][543/553] Time 2.442 Data 0.000 Err 0.2154 top1 4.688 top5 1.562 | Epoch: [60][544/553] Time 2.453 Data 0.000 Err 0.2862 top1 7.031 top5 2.344 | Epoch: [60][545/553] Time 2.438 Data 0.000 Err 0.3429 top1 7.812 top5 3.125 | Epoch: [60][546/553] Time 2.443 Data 0.000 Err 0.2228 top1 5.469 top5 0.781 | Epoch: [60][547/553] Time 2.442 Data 0.000 Err 0.2589 top1 6.250 top5 2.344 | Epoch: [60][548/553] Time 2.434 Data 0.000 Err 0.2205 top1 4.688 top5 2.344 | Epoch: [60][549/553] Time 2.441 Data 0.000 Err 0.1805 top1 7.031 top5 0.781 | Epoch: [60][550/553] Time 2.482 Data 0.000 Err 0.3417 top1 8.594 top5 3.125 | Epoch: [60][551/553] Time 2.490 Data 0.000 Err 0.2849 top1 7.031 top5 3.125 | Epoch: [60][552/553] Time 2.435 Data 0.000 Err 0.2968 top1 7.812 top5 1.562 | Epoch: [60][553/553] Time 1.024 Data 0.000 Err 0.2889 top1 11.364 top5 2.273 | Test: [60][1/198] Time 2.310 Data 1.587 top1 13.281 ( 13.281) top5 1.562 ( 1.562) | Test: [60][2/198] Time 0.723 Data 0.001 top1 14.844 ( 14.062) top5 5.469 ( 3.516) | Test: [60][3/198] Time 0.722 Data 0.000 top1 11.719 ( 13.281) top5 0.000 ( 2.344) | Test: [60][4/198] Time 0.715 Data 0.001 top1 8.594 ( 12.109) top5 4.688 ( 2.930) | Test: [60][5/198] Time 0.726 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 2.969) | Test: [60][6/198] Time 0.724 Data 0.000 top1 11.719 ( 12.370) top5 3.125 ( 2.995) | Test: [60][7/198] Time 0.722 Data 0.001 top1 17.188 ( 13.058) top5 6.250 ( 3.460) | Test: [60][8/198] Time 0.726 Data 0.001 top1 10.156 ( 12.695) top5 1.562 ( 3.223) | Test: [60][9/198] Time 0.713 Data 0.001 top1 12.500 ( 12.674) top5 3.906 ( 3.299) | Test: [60][10/198] Time 0.723 Data 0.001 top1 13.281 ( 12.734) top5 1.562 ( 3.125) | Test: [60][11/198] Time 0.717 Data 0.004 top1 15.625 ( 12.997) top5 3.125 ( 3.125) | Test: [60][12/198] Time 0.721 Data 0.001 top1 14.844 ( 13.151) top5 2.344 ( 3.060) | Test: [60][13/198] Time 0.715 Data 0.001 top1 14.062 ( 13.221) top5 3.125 ( 3.065) | Test: [60][14/198] Time 0.744 Data 0.001 top1 14.844 ( 13.337) top5 2.344 ( 3.013) | Test: [60][15/198] Time 0.731 Data 0.001 top1 11.719 ( 13.229) top5 1.562 ( 2.917) | Test: [60][16/198] Time 0.719 Data 0.001 top1 9.375 ( 12.988) top5 2.344 ( 2.881) | Test: [60][17/198] Time 0.720 Data 0.001 top1 15.625 ( 13.143) top5 1.562 ( 2.803) | Test: [60][18/198] Time 0.717 Data 0.001 top1 10.938 ( 13.021) top5 3.125 ( 2.821) | Test: [60][19/198] Time 0.730 Data 0.001 top1 13.281 ( 13.035) top5 3.125 ( 2.837) | Test: [60][20/198] Time 0.725 Data 0.001 top1 11.719 ( 12.969) top5 2.344 ( 2.812) | Test: [60][21/198] Time 0.717 Data 0.001 top1 7.812 ( 12.723) top5 1.562 ( 2.753) | Test: [60][22/198] Time 0.717 Data 0.001 top1 10.156 ( 12.607) top5 3.125 ( 2.770) | Test: [60][23/198] Time 0.721 Data 0.001 top1 12.500 ( 12.602) top5 2.344 ( 2.751) | Test: [60][24/198] Time 0.725 Data 0.001 top1 12.500 ( 12.598) top5 2.344 ( 2.734) | Test: [60][25/198] Time 0.792 Data 0.001 top1 14.062 ( 12.656) top5 5.469 ( 2.844) | Test: [60][26/198] Time 0.733 Data 0.001 top1 10.156 ( 12.560) top5 1.562 ( 2.794) | Test: [60][27/198] Time 0.727 Data 0.001 top1 5.469 ( 12.297) top5 1.562 ( 2.749) | Test: [60][28/198] Time 0.732 Data 0.001 top1 12.500 ( 12.305) top5 2.344 ( 2.734) | Test: [60][29/198] Time 0.732 Data 0.001 top1 18.750 ( 12.527) top5 2.344 ( 2.721) | Test: [60][30/198] Time 0.740 Data 0.001 top1 14.062 ( 12.578) top5 3.125 ( 2.734) | Test: [60][31/198] Time 0.718 Data 0.001 top1 12.500 ( 12.576) top5 1.562 ( 2.697) | Test: [60][32/198] Time 0.722 Data 0.001 top1 10.156 ( 12.500) top5 2.344 ( 2.686) | Test: [60][33/198] Time 0.728 Data 0.001 top1 14.844 ( 12.571) top5 3.125 ( 2.699) | Test: [60][34/198] Time 0.724 Data 0.003 top1 14.062 ( 12.615) top5 2.344 ( 2.688) | Test: [60][35/198] Time 0.722 Data 0.001 top1 10.156 ( 12.545) top5 1.562 ( 2.656) | Test: [60][36/198] Time 0.715 Data 0.001 top1 12.500 ( 12.543) top5 2.344 ( 2.648) | Test: [60][37/198] Time 0.716 Data 0.001 top1 7.031 ( 12.394) top5 2.344 ( 2.639) | Test: [60][38/198] Time 0.719 Data 0.001 top1 15.625 ( 12.479) top5 1.562 ( 2.611) | Test: [60][39/198] Time 0.742 Data 0.001 top1 12.500 ( 12.480) top5 3.906 ( 2.644) | Test: [60][40/198] Time 0.721 Data 0.001 top1 14.062 ( 12.520) top5 3.906 ( 2.676) | Test: [60][41/198] Time 0.734 Data 0.001 top1 8.594 ( 12.424) top5 0.781 ( 2.630) | Test: [60][42/198] Time 0.729 Data 0.000 top1 14.062 ( 12.463) top5 3.125 ( 2.641) | Test: [60][43/198] Time 0.716 Data 0.001 top1 10.156 ( 12.409) top5 2.344 ( 2.634) | Test: [60][44/198] Time 0.741 Data 0.001 top1 17.969 ( 12.536) top5 3.906 ( 2.663) | Test: [60][45/198] Time 0.719 Data 0.001 top1 13.281 ( 12.552) top5 3.125 ( 2.674) | Test: [60][46/198] Time 0.741 Data 0.001 top1 12.500 ( 12.551) top5 3.125 ( 2.683) | Test: [60][47/198] Time 0.737 Data 0.001 top1 14.844 ( 12.600) top5 0.781 ( 2.643) | Test: [60][48/198] Time 0.723 Data 0.001 top1 18.750 ( 12.728) top5 4.688 ( 2.686) | Test: [60][49/198] Time 0.780 Data 0.001 top1 12.500 ( 12.723) top5 3.906 ( 2.710) | Test: [60][50/198] Time 0.766 Data 0.000 top1 14.844 ( 12.766) top5 2.344 ( 2.703) | Test: [60][51/198] Time 0.753 Data 0.001 top1 14.844 ( 12.806) top5 1.562 ( 2.681) | Test: [60][52/198] Time 0.722 Data 0.001 top1 9.375 ( 12.740) top5 3.125 ( 2.689) | Test: [60][53/198] Time 0.726 Data 0.001 top1 13.281 ( 12.751) top5 3.906 ( 2.712) | Test: [60][54/198] Time 0.721 Data 0.001 top1 11.719 ( 12.731) top5 2.344 ( 2.705) | Test: [60][55/198] Time 0.767 Data 0.000 top1 10.156 ( 12.685) top5 1.562 ( 2.685) | Test: [60][56/198] Time 0.815 Data 0.001 top1 10.938 ( 12.653) top5 1.562 ( 2.665) | Test: [60][57/198] Time 0.735 Data 0.001 top1 10.938 ( 12.623) top5 1.562 ( 2.645) | Test: [60][58/198] Time 0.806 Data 0.001 top1 9.375 ( 12.567) top5 2.344 ( 2.640) | Test: [60][59/198] Time 0.806 Data 0.001 top1 17.188 ( 12.646) top5 3.125 ( 2.648) | Test: [60][60/198] Time 0.820 Data 0.001 top1 13.281 ( 12.656) top5 3.125 ( 2.656) | Test: [60][61/198] Time 0.718 Data 0.001 top1 11.719 ( 12.641) top5 3.906 ( 2.677) | Test: [60][62/198] Time 0.717 Data 0.000 top1 15.625 ( 12.689) top5 1.562 ( 2.659) | Test: [60][63/198] Time 0.739 Data 0.001 top1 16.406 ( 12.748) top5 5.469 ( 2.703) | Test: [60][64/198] Time 0.728 Data 0.001 top1 16.406 ( 12.805) top5 5.469 ( 2.747) | Test: [60][65/198] Time 0.722 Data 0.001 top1 12.500 ( 12.800) top5 3.125 ( 2.752) | Test: [60][66/198] Time 0.725 Data 0.001 top1 14.844 ( 12.831) top5 2.344 ( 2.746) | Test: [60][67/198] Time 0.742 Data 0.000 top1 14.844 ( 12.861) top5 1.562 ( 2.729) | Test: [60][68/198] Time 0.737 Data 0.000 top1 10.156 ( 12.822) top5 0.781 ( 2.700) | Test: [60][69/198] Time 0.720 Data 0.001 top1 18.750 ( 12.908) top5 2.344 ( 2.695) | Test: [60][70/198] Time 0.727 Data 0.001 top1 14.062 ( 12.924) top5 2.344 ( 2.690) | Test: [60][71/198] Time 0.722 Data 0.001 top1 13.281 ( 12.929) top5 1.562 ( 2.674) | Test: [60][72/198] Time 0.720 Data 0.001 top1 13.281 ( 12.934) top5 2.344 ( 2.669) | Test: [60][73/198] Time 0.718 Data 0.001 top1 13.281 ( 12.939) top5 2.344 ( 2.665) | Test: [60][74/198] Time 0.732 Data 0.000 top1 14.062 ( 12.954) top5 2.344 ( 2.660) | Test: [60][75/198] Time 0.725 Data 0.001 top1 14.062 ( 12.969) top5 3.906 ( 2.677) | Test: [60][76/198] Time 0.714 Data 0.001 top1 11.719 ( 12.952) top5 4.688 ( 2.704) | Test: [60][77/198] Time 0.754 Data 0.001 top1 12.500 ( 12.946) top5 3.906 ( 2.719) | Test: [60][78/198] Time 0.773 Data 0.001 top1 17.969 ( 13.011) top5 5.469 ( 2.754) | Test: [60][79/198] Time 0.732 Data 0.001 top1 14.062 ( 13.024) top5 1.562 ( 2.739) | Test: [60][80/198] Time 0.718 Data 0.001 top1 10.938 ( 12.998) top5 3.906 ( 2.754) | Test: [60][81/198] Time 0.779 Data 0.001 top1 10.938 ( 12.973) top5 2.344 ( 2.749) | Test: [60][82/198] Time 0.714 Data 0.001 top1 9.375 ( 12.929) top5 0.781 ( 2.725) | Test: [60][83/198] Time 0.723 Data 0.001 top1 14.844 ( 12.952) top5 3.906 ( 2.739) | Test: [60][84/198] Time 0.794 Data 0.001 top1 12.500 ( 12.946) top5 0.781 ( 2.716) | Test: [60][85/198] Time 0.732 Data 0.001 top1 19.531 ( 13.024) top5 3.125 ( 2.721) | Test: [60][86/198] Time 0.730 Data 0.001 top1 7.812 ( 12.963) top5 3.125 ( 2.725) | Test: [60][87/198] Time 0.799 Data 0.001 top1 10.938 ( 12.940) top5 0.781 ( 2.703) | Test: [60][88/198] Time 0.770 Data 0.004 top1 11.719 ( 12.926) top5 4.688 ( 2.725) | Test: [60][89/198] Time 0.743 Data 0.001 top1 16.406 ( 12.965) top5 3.906 ( 2.739) | Test: [60][90/198] Time 0.719 Data 0.001 top1 10.156 ( 12.934) top5 0.781 ( 2.717) | Test: [60][91/198] Time 0.737 Data 0.005 top1 14.062 ( 12.946) top5 3.906 ( 2.730) | Test: [60][92/198] Time 0.732 Data 0.000 top1 10.938 ( 12.925) top5 3.125 ( 2.734) | Test: [60][93/198] Time 0.719 Data 0.003 top1 13.281 ( 12.928) top5 1.562 ( 2.722) | Test: [60][94/198] Time 0.733 Data 0.000 top1 14.062 ( 12.940) top5 3.906 ( 2.734) | Test: [60][95/198] Time 0.736 Data 0.000 top1 16.406 ( 12.977) top5 3.125 ( 2.738) | Test: [60][96/198] Time 0.738 Data 0.000 top1 16.406 ( 13.013) top5 4.688 ( 2.759) | Test: [60][97/198] Time 0.727 Data 0.001 top1 10.938 ( 12.991) top5 3.906 ( 2.771) | Test: [60][98/198] Time 0.731 Data 0.001 top1 10.938 ( 12.970) top5 1.562 ( 2.758) | Test: [60][99/198] Time 0.719 Data 0.001 top1 7.812 ( 12.918) top5 3.125 ( 2.762) | Test: [60][100/198] Time 0.710 Data 0.001 top1 15.625 ( 12.945) top5 1.562 ( 2.750) | Test: [60][101/198] Time 0.722 Data 0.001 top1 16.406 ( 12.980) top5 2.344 ( 2.746) | Test: [60][102/198] Time 0.740 Data 0.001 top1 10.156 ( 12.952) top5 3.125 ( 2.750) | Test: [60][103/198] Time 0.746 Data 0.001 top1 14.062 ( 12.963) top5 3.125 ( 2.753) | Test: [60][104/198] Time 0.715 Data 0.001 top1 17.969 ( 13.011) top5 3.906 ( 2.764) | Test: [60][105/198] Time 0.725 Data 0.001 top1 11.719 ( 12.999) top5 7.812 ( 2.812) | Test: [60][106/198] Time 0.738 Data 0.001 top1 14.062 ( 13.009) top5 0.781 ( 2.793) | Test: [60][107/198] Time 0.771 Data 0.001 top1 20.312 ( 13.077) top5 2.344 ( 2.789) | Test: [60][108/198] Time 0.720 Data 0.001 top1 10.938 ( 13.057) top5 3.125 ( 2.792) | Test: [60][109/198] Time 0.725 Data 0.001 top1 10.938 ( 13.038) top5 0.000 ( 2.767) | Test: [60][110/198] Time 0.723 Data 0.002 top1 11.719 ( 13.026) top5 2.344 ( 2.763) | Test: [60][111/198] Time 0.716 Data 0.001 top1 10.156 ( 13.000) top5 2.344 ( 2.759) | Test: [60][112/198] Time 0.723 Data 0.001 top1 14.844 ( 13.016) top5 3.125 ( 2.762) | Test: [60][113/198] Time 0.715 Data 0.001 top1 12.500 ( 13.012) top5 2.344 ( 2.759) | Test: [60][114/198] Time 0.753 Data 0.001 top1 9.375 ( 12.980) top5 0.000 ( 2.734) | Test: [60][115/198] Time 0.738 Data 0.001 top1 6.250 ( 12.921) top5 1.562 ( 2.724) | Test: [60][116/198] Time 0.750 Data 0.004 top1 10.938 ( 12.904) top5 3.125 ( 2.728) | Test: [60][117/198] Time 0.728 Data 0.001 top1 14.062 ( 12.914) top5 1.562 ( 2.718) | Test: [60][118/198] Time 0.736 Data 0.001 top1 17.188 ( 12.950) top5 3.906 ( 2.728) | Test: [60][119/198] Time 0.724 Data 0.001 top1 10.156 ( 12.927) top5 2.344 ( 2.725) | Test: [60][120/198] Time 0.725 Data 0.001 top1 14.844 ( 12.943) top5 3.906 ( 2.734) | Test: [60][121/198] Time 0.729 Data 0.001 top1 14.062 ( 12.952) top5 2.344 ( 2.731) | Test: [60][122/198] Time 0.726 Data 0.001 top1 14.844 ( 12.967) top5 5.469 ( 2.754) | Test: [60][123/198] Time 0.725 Data 0.000 top1 12.500 ( 12.964) top5 2.344 ( 2.750) | Test: [60][124/198] Time 0.723 Data 0.000 top1 12.500 ( 12.960) top5 3.125 ( 2.753) | Test: [60][125/198] Time 0.714 Data 0.001 top1 13.281 ( 12.963) top5 2.344 ( 2.750) | Test: [60][126/198] Time 0.721 Data 0.001 top1 7.031 ( 12.915) top5 2.344 ( 2.747) | Test: [60][127/198] Time 0.715 Data 0.001 top1 10.938 ( 12.900) top5 1.562 ( 2.737) | Test: [60][128/198] Time 0.721 Data 0.001 top1 14.062 ( 12.909) top5 0.781 ( 2.722) | Test: [60][129/198] Time 0.726 Data 0.002 top1 14.062 ( 12.918) top5 2.344 ( 2.719) | Test: [60][130/198] Time 0.739 Data 0.001 top1 12.500 ( 12.915) top5 4.688 ( 2.734) | Test: [60][131/198] Time 0.734 Data 0.000 top1 16.406 ( 12.941) top5 1.562 ( 2.725) | Test: [60][132/198] Time 0.733 Data 0.000 top1 13.281 ( 12.944) top5 0.781 ( 2.711) | Test: [60][133/198] Time 0.735 Data 0.000 top1 9.375 ( 12.917) top5 3.125 ( 2.714) | Test: [60][134/198] Time 0.718 Data 0.000 top1 12.500 ( 12.914) top5 3.125 ( 2.717) | Test: [60][135/198] Time 0.727 Data 0.001 top1 13.281 ( 12.917) top5 2.344 ( 2.714) | Test: [60][136/198] Time 0.724 Data 0.003 top1 14.062 ( 12.925) top5 3.125 ( 2.717) | Test: [60][137/198] Time 0.729 Data 0.001 top1 14.844 ( 12.939) top5 4.688 ( 2.732) | Test: [60][138/198] Time 0.840 Data 0.001 top1 10.938 ( 12.925) top5 2.344 ( 2.729) | Test: [60][139/198] Time 0.736 Data 0.001 top1 14.062 ( 12.933) top5 0.781 ( 2.715) | Test: [60][140/198] Time 0.730 Data 0.001 top1 10.156 ( 12.913) top5 3.125 ( 2.718) | Test: [60][141/198] Time 0.814 Data 0.001 top1 10.156 ( 12.893) top5 3.906 ( 2.726) | Test: [60][142/198] Time 0.799 Data 0.001 top1 11.719 ( 12.885) top5 3.125 ( 2.729) | Test: [60][143/198] Time 0.813 Data 0.001 top1 13.281 ( 12.888) top5 3.906 ( 2.737) | Test: [60][144/198] Time 0.771 Data 0.000 top1 14.062 ( 12.896) top5 0.000 ( 2.718) | Test: [60][145/198] Time 0.738 Data 0.002 top1 11.719 ( 12.888) top5 3.125 ( 2.721) | Test: [60][146/198] Time 0.761 Data 0.001 top1 16.406 ( 12.912) top5 3.125 ( 2.724) | Test: [60][147/198] Time 0.749 Data 0.001 top1 12.500 ( 12.909) top5 3.906 ( 2.732) | Test: [60][148/198] Time 0.732 Data 0.001 top1 11.719 ( 12.901) top5 4.688 ( 2.745) | Test: [60][149/198] Time 0.738 Data 0.001 top1 10.938 ( 12.888) top5 1.562 ( 2.737) | Test: [60][150/198] Time 0.731 Data 0.000 top1 15.625 ( 12.906) top5 5.469 ( 2.755) | Test: [60][151/198] Time 0.717 Data 0.001 top1 17.188 ( 12.935) top5 1.562 ( 2.747) | Test: [60][152/198] Time 0.736 Data 0.001 top1 16.406 ( 12.957) top5 3.906 ( 2.755) | Test: [60][153/198] Time 0.734 Data 0.000 top1 8.594 ( 12.929) top5 3.125 ( 2.757) | Test: [60][154/198] Time 0.729 Data 0.001 top1 20.312 ( 12.977) top5 7.031 ( 2.785) | Test: [60][155/198] Time 0.717 Data 0.001 top1 13.281 ( 12.979) top5 3.906 ( 2.792) | Test: [60][156/198] Time 0.739 Data 0.001 top1 14.062 ( 12.986) top5 1.562 ( 2.784) | Test: [60][157/198] Time 0.734 Data 0.001 top1 14.062 ( 12.993) top5 3.906 ( 2.792) | Test: [60][158/198] Time 0.738 Data 0.001 top1 14.062 ( 12.999) top5 3.906 ( 2.799) | Test: [60][159/198] Time 0.729 Data 0.000 top1 13.281 ( 13.001) top5 1.562 ( 2.791) | Test: [60][160/198] Time 0.734 Data 0.000 top1 10.938 ( 12.988) top5 1.562 ( 2.783) | Test: [60][161/198] Time 0.723 Data 0.001 top1 17.188 ( 13.014) top5 2.344 ( 2.780) | Test: [60][162/198] Time 0.728 Data 0.000 top1 10.938 ( 13.002) top5 2.344 ( 2.778) | Test: [60][163/198] Time 0.727 Data 0.001 top1 12.500 ( 12.998) top5 1.562 ( 2.770) | Test: [60][164/198] Time 0.716 Data 0.002 top1 10.156 ( 12.981) top5 2.344 ( 2.768) | Test: [60][165/198] Time 0.716 Data 0.001 top1 12.500 ( 12.978) top5 1.562 ( 2.760) | Test: [60][166/198] Time 0.783 Data 0.001 top1 15.625 ( 12.994) top5 1.562 ( 2.753) | Test: [60][167/198] Time 0.729 Data 0.001 top1 14.844 ( 13.005) top5 2.344 ( 2.751) | Test: [60][168/198] Time 0.732 Data 0.001 top1 12.500 ( 13.002) top5 1.562 ( 2.744) | Test: [60][169/198] Time 0.835 Data 0.001 top1 16.406 ( 13.022) top5 1.562 ( 2.737) | Test: [60][170/198] Time 0.737 Data 0.001 top1 17.188 ( 13.047) top5 3.906 ( 2.744) | Test: [60][171/198] Time 0.765 Data 0.001 top1 13.281 ( 13.048) top5 3.125 ( 2.746) | Test: [60][172/198] Time 0.720 Data 0.001 top1 13.281 ( 13.050) top5 3.906 ( 2.753) | Test: [60][173/198] Time 0.764 Data 0.001 top1 12.500 ( 13.046) top5 3.906 ( 2.759) | Test: [60][174/198] Time 0.762 Data 0.001 top1 13.281 ( 13.048) top5 3.906 ( 2.766) | Test: [60][175/198] Time 0.739 Data 0.001 top1 12.500 ( 13.045) top5 2.344 ( 2.763) | Test: [60][176/198] Time 0.727 Data 0.001 top1 7.031 ( 13.010) top5 0.781 ( 2.752) | Test: [60][177/198] Time 0.724 Data 0.001 top1 7.812 ( 12.981) top5 2.344 ( 2.750) | Test: [60][178/198] Time 0.734 Data 0.000 top1 13.281 ( 12.983) top5 0.781 ( 2.739) | Test: [60][179/198] Time 0.715 Data 0.001 top1 17.188 ( 13.006) top5 4.688 ( 2.750) | Test: [60][180/198] Time 0.718 Data 0.001 top1 7.812 ( 12.977) top5 0.781 ( 2.739) | Test: [60][181/198] Time 0.731 Data 0.001 top1 10.938 ( 12.966) top5 1.562 ( 2.732) | Test: [60][182/198] Time 0.722 Data 0.001 top1 16.406 ( 12.985) top5 1.562 ( 2.726) | Test: [60][183/198] Time 0.718 Data 0.001 top1 15.625 ( 12.999) top5 3.125 ( 2.728) | Test: [60][184/198] Time 0.736 Data 0.001 top1 9.375 ( 12.980) top5 3.125 ( 2.730) | Test: [60][185/198] Time 0.750 Data 0.001 top1 11.719 ( 12.973) top5 2.344 ( 2.728) | Test: [60][186/198] Time 0.734 Data 0.001 top1 8.594 ( 12.949) top5 0.781 ( 2.718) | Test: [60][187/198] Time 0.770 Data 0.001 top1 10.938 ( 12.939) top5 1.562 ( 2.711) | Test: [60][188/198] Time 0.785 Data 0.000 top1 11.719 ( 12.932) top5 1.562 ( 2.705) | Test: [60][189/198] Time 0.731 Data 0.001 top1 12.500 ( 12.930) top5 0.781 ( 2.695) | Test: [60][190/198] Time 0.715 Data 0.000 top1 11.719 ( 12.924) top5 0.781 ( 2.685) | Test: [60][191/198] Time 0.714 Data 0.000 top1 13.281 ( 12.925) top5 3.125 ( 2.687) | Test: [60][192/198] Time 0.737 Data 0.000 top1 11.719 ( 12.919) top5 3.125 ( 2.690) | Test: [60][193/198] Time 0.721 Data 0.000 top1 18.750 ( 12.949) top5 3.906 ( 2.696) | Test: [60][194/198] Time 0.723 Data 0.000 top1 15.625 ( 12.963) top5 4.688 ( 2.706) | Test: [60][195/198] Time 0.719 Data 0.000 top1 10.156 ( 12.949) top5 0.000 ( 2.692) | Test: [60][196/198] Time 0.731 Data 0.000 top1 11.719 ( 12.942) top5 0.781 ( 2.683) | Test: [60][197/198] Time 0.261 Data 0.000 top1 11.765 ( 12.936) top5 5.882 ( 2.699) | Test: [60][198/198] Time 0.722 Data 0.000 top1 14.062 ( 12.942) top5 2.344 ( 2.697) * Finished epoch # 60 top1: 12.942 top5: 2.697 Epoch 61 => Training epoch # 61 | Epoch: [61][1/553] Time 32.516 Data 30.026 Err 0.3646 top1 10.156 top5 3.125 | Epoch: [61][2/553] Time 2.436 Data 0.003 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [61][3/553] Time 2.432 Data 0.001 Err 0.1689 top1 4.688 top5 0.781 | Epoch: [61][4/553] Time 2.438 Data 0.001 Err 0.2167 top1 4.688 top5 2.344 | Epoch: [61][5/553] Time 2.421 Data 0.000 Err 0.2663 top1 6.250 top5 3.125 | Epoch: [61][6/553] Time 2.434 Data 0.000 Err 0.1770 top1 3.906 top5 0.000 | Epoch: [61][7/553] Time 2.439 Data 0.000 Err 0.2600 top1 7.031 top5 0.781 | Epoch: [61][8/553] Time 2.437 Data 0.000 Err 0.3179 top1 9.375 top5 3.125 | Epoch: [61][9/553] Time 31.747 Data 29.235 Err 0.2254 top1 7.812 top5 0.000 | Epoch: [61][10/553] Time 2.429 Data 0.001 Err 0.3447 top1 9.375 top5 3.125 | Epoch: [61][11/553] Time 2.458 Data 0.001 Err 0.1143 top1 3.125 top5 0.000 | Epoch: [61][12/553] Time 2.429 Data 0.001 Err 0.2490 top1 7.031 top5 2.344 | Epoch: [61][13/553] Time 2.441 Data 0.001 Err 0.2061 top1 5.469 top5 2.344 | Epoch: [61][14/553] Time 2.436 Data 0.001 Err 0.4829 top1 13.281 top5 5.469 | Epoch: [61][15/553] Time 2.472 Data 0.001 Err 0.1556 top1 3.125 top5 0.000 | Epoch: [61][16/553] Time 2.474 Data 0.001 Err 0.1564 top1 2.344 top5 0.781 | Epoch: [61][17/553] Time 2.462 Data 0.001 Err 0.2080 top1 3.906 top5 0.781 | Epoch: [61][18/553] Time 2.441 Data 0.000 Err 0.2372 top1 5.469 top5 0.781 | Epoch: [61][19/553] Time 2.456 Data 0.001 Err 0.2664 top1 7.812 top5 1.562 | Epoch: [61][20/553] Time 2.462 Data 0.001 Err 0.4271 top1 13.281 top5 3.125 | Epoch: [61][21/553] Time 2.469 Data 0.001 Err 0.1717 top1 4.688 top5 0.000 | Epoch: [61][22/553] Time 2.481 Data 0.001 Err 0.2520 top1 4.688 top5 2.344 | Epoch: [61][23/553] Time 2.444 Data 0.001 Err 0.3772 top1 10.938 top5 3.125 | Epoch: [61][24/553] Time 2.446 Data 0.001 Err 0.2942 top1 8.594 top5 0.781 | Epoch: [61][25/553] Time 2.441 Data 0.001 Err 0.3801 top1 11.719 top5 3.125 | Epoch: [61][26/553] Time 2.474 Data 0.001 Err 0.2761 top1 7.031 top5 4.688 | Epoch: [61][27/553] Time 2.444 Data 0.001 Err 0.3609 top1 7.812 top5 3.906 | Epoch: [61][28/553] Time 2.460 Data 0.001 Err 0.2845 top1 7.031 top5 3.125 | Epoch: [61][29/553] Time 2.468 Data 0.001 Err 0.3235 top1 7.031 top5 2.344 | Epoch: [61][30/553] Time 2.483 Data 0.001 Err 0.3077 top1 7.031 top5 2.344 | Epoch: [61][31/553] Time 2.437 Data 0.001 Err 0.4390 top1 7.812 top5 3.125 | Epoch: [61][32/553] Time 2.442 Data 0.001 Err 0.1334 top1 3.125 top5 0.000 | Epoch: [61][33/553] Time 2.447 Data 0.001 Err 0.3581 top1 7.812 top5 3.125 | Epoch: [61][34/553] Time 2.513 Data 0.001 Err 0.2696 top1 10.156 top5 2.344 | Epoch: [61][35/553] Time 2.439 Data 0.001 Err 0.2829 top1 8.594 top5 2.344 | Epoch: [61][36/553] Time 2.450 Data 0.001 Err 0.3746 top1 9.375 top5 3.125 | Epoch: [61][37/553] Time 2.450 Data 0.001 Err 0.1644 top1 4.688 top5 1.562 | Epoch: [61][38/553] Time 2.522 Data 0.001 Err 0.3243 top1 9.375 top5 2.344 | Epoch: [61][39/553] Time 2.438 Data 0.001 Err 0.1960 top1 7.031 top5 2.344 | Epoch: [61][40/553] Time 2.435 Data 0.001 Err 0.2275 top1 4.688 top5 2.344 | Epoch: [61][41/553] Time 2.486 Data 0.001 Err 0.2629 top1 6.250 top5 2.344 | Epoch: [61][42/553] Time 2.471 Data 0.001 Err 0.1813 top1 3.125 top5 0.781 | Epoch: [61][43/553] Time 2.453 Data 0.001 Err 0.2155 top1 6.250 top5 1.562 | Epoch: [61][44/553] Time 2.448 Data 0.001 Err 0.2712 top1 8.594 top5 2.344 | Epoch: [61][45/553] Time 2.474 Data 0.001 Err 0.2315 top1 6.250 top5 2.344 | Epoch: [61][46/553] Time 2.486 Data 0.000 Err 0.3484 top1 8.594 top5 3.906 | Epoch: [61][47/553] Time 2.485 Data 0.000 Err 0.3551 top1 7.812 top5 3.906 | Epoch: [61][48/553] Time 2.468 Data 0.001 Err 0.1988 top1 7.031 top5 0.781 | Epoch: [61][49/553] Time 2.444 Data 0.001 Err 0.3275 top1 7.031 top5 3.125 | Epoch: [61][50/553] Time 2.488 Data 0.003 Err 0.2357 top1 4.688 top5 2.344 | Epoch: [61][51/553] Time 2.434 Data 0.001 Err 0.3145 top1 11.719 top5 0.781 | Epoch: [61][52/553] Time 2.520 Data 0.002 Err 0.2208 top1 7.812 top5 1.562 | Epoch: [61][53/553] Time 2.449 Data 0.001 Err 0.2733 top1 6.250 top5 3.125 | Epoch: [61][54/553] Time 2.448 Data 0.001 Err 0.3114 top1 7.031 top5 3.125 | Epoch: [61][55/553] Time 2.463 Data 0.001 Err 0.2985 top1 6.250 top5 3.125 | Epoch: [61][56/553] Time 2.468 Data 0.001 Err 0.2733 top1 7.031 top5 2.344 | Epoch: [61][57/553] Time 2.507 Data 0.001 Err 0.2749 top1 8.594 top5 1.562 | Epoch: [61][58/553] Time 2.523 Data 0.001 Err 0.1876 top1 5.469 top5 1.562 | Epoch: [61][59/553] Time 2.437 Data 0.001 Err 0.2781 top1 5.469 top5 3.125 | Epoch: [61][60/553] Time 2.437 Data 0.001 Err 0.2810 top1 6.250 top5 2.344 | Epoch: [61][61/553] Time 2.449 Data 0.001 Err 0.2239 top1 4.688 top5 1.562 | Epoch: [61][62/553] Time 2.446 Data 0.001 Err 0.1308 top1 3.125 top5 0.000 | Epoch: [61][63/553] Time 2.475 Data 0.001 Err 0.3377 top1 9.375 top5 2.344 | Epoch: [61][64/553] Time 2.456 Data 0.001 Err 0.3687 top1 10.938 top5 5.469 | Epoch: [61][65/553] Time 2.490 Data 0.001 Err 0.2616 top1 7.812 top5 1.562 | Epoch: [61][66/553] Time 2.451 Data 0.001 Err 0.2050 top1 6.250 top5 1.562 | Epoch: [61][67/553] Time 2.520 Data 0.001 Err 0.2729 top1 7.031 top5 1.562 | Epoch: [61][68/553] Time 2.457 Data 0.001 Err 0.1987 top1 3.906 top5 2.344 | Epoch: [61][69/553] Time 2.447 Data 0.001 Err 0.3310 top1 7.812 top5 3.125 | Epoch: [61][70/553] Time 2.436 Data 0.001 Err 0.2711 top1 5.469 top5 2.344 | Epoch: [61][71/553] Time 2.480 Data 0.001 Err 0.1675 top1 3.906 top5 0.781 | Epoch: [61][72/553] Time 2.476 Data 0.001 Err 0.3206 top1 8.594 top5 3.906 | Epoch: [61][73/553] Time 2.496 Data 0.000 Err 0.2478 top1 8.594 top5 1.562 | Epoch: [61][74/553] Time 2.488 Data 0.001 Err 0.2415 top1 5.469 top5 1.562 | Epoch: [61][75/553] Time 2.483 Data 0.001 Err 0.2676 top1 8.594 top5 0.781 | Epoch: [61][76/553] Time 2.450 Data 0.001 Err 0.2814 top1 7.812 top5 1.562 | Epoch: [61][77/553] Time 2.450 Data 0.001 Err 0.2806 top1 7.812 top5 1.562 | Epoch: [61][78/553] Time 2.433 Data 0.001 Err 0.2559 top1 7.031 top5 1.562 | Epoch: [61][79/553] Time 2.482 Data 0.002 Err 0.2289 top1 6.250 top5 1.562 | Epoch: [61][80/553] Time 2.440 Data 0.001 Err 0.1613 top1 3.906 top5 0.781 | Epoch: [61][81/553] Time 2.494 Data 0.001 Err 0.1630 top1 3.906 top5 0.781 | Epoch: [61][82/553] Time 2.485 Data 0.001 Err 0.2690 top1 6.250 top5 0.781 | Epoch: [61][83/553] Time 2.455 Data 0.001 Err 0.3314 top1 10.156 top5 2.344 | Epoch: [61][84/553] Time 2.446 Data 0.001 Err 0.2307 top1 6.250 top5 1.562 | Epoch: [61][85/553] Time 2.448 Data 0.001 Err 0.2332 top1 5.469 top5 1.562 | Epoch: [61][86/553] Time 2.472 Data 0.001 Err 0.3005 top1 7.812 top5 2.344 | Epoch: [61][87/553] Time 2.446 Data 0.001 Err 0.3337 top1 10.156 top5 1.562 | Epoch: [61][88/553] Time 2.481 Data 0.001 Err 0.2092 top1 5.469 top5 2.344 | Epoch: [61][89/553] Time 2.476 Data 0.001 Err 0.2873 top1 7.031 top5 3.125 | Epoch: [61][90/553] Time 2.451 Data 0.005 Err 0.2851 top1 7.031 top5 2.344 | Epoch: [61][91/553] Time 2.458 Data 0.000 Err 0.2489 top1 7.031 top5 2.344 | Epoch: [61][92/553] Time 2.443 Data 0.001 Err 0.1612 top1 4.688 top5 0.000 | Epoch: [61][93/553] Time 2.476 Data 0.001 Err 0.3709 top1 8.594 top5 3.906 | Epoch: [61][94/553] Time 2.443 Data 0.001 Err 0.2846 top1 6.250 top5 2.344 | Epoch: [61][95/553] Time 2.476 Data 0.001 Err 0.2946 top1 7.031 top5 3.125 | Epoch: [61][96/553] Time 2.464 Data 0.001 Err 0.2599 top1 7.031 top5 1.562 | Epoch: [61][97/553] Time 2.513 Data 0.001 Err 0.4294 top1 8.594 top5 5.469 | Epoch: [61][98/553] Time 2.444 Data 0.001 Err 0.3778 top1 9.375 top5 3.125 | Epoch: [61][99/553] Time 2.468 Data 0.001 Err 0.3397 top1 7.812 top5 1.562 | Epoch: [61][100/553] Time 2.439 Data 0.001 Err 0.1280 top1 2.344 top5 0.000 | Epoch: [61][101/553] Time 2.488 Data 0.001 Err 0.2284 top1 4.688 top5 1.562 | Epoch: [61][102/553] Time 2.500 Data 0.001 Err 0.2064 top1 7.031 top5 1.562 | Epoch: [61][103/553] Time 2.446 Data 0.001 Err 0.2096 top1 5.469 top5 0.781 | Epoch: [61][104/553] Time 2.447 Data 0.001 Err 0.2027 top1 6.250 top5 1.562 | Epoch: [61][105/553] Time 2.462 Data 0.001 Err 0.1696 top1 5.469 top5 2.344 | Epoch: [61][106/553] Time 2.446 Data 0.001 Err 0.3136 top1 9.375 top5 2.344 | Epoch: [61][107/553] Time 2.444 Data 0.001 Err 0.3459 top1 9.375 top5 3.125 | Epoch: [61][108/553] Time 2.444 Data 0.001 Err 0.2560 top1 4.688 top5 3.125 | Epoch: [61][109/553] Time 2.503 Data 0.005 Err 0.2759 top1 6.250 top5 1.562 | Epoch: [61][110/553] Time 2.498 Data 0.001 Err 0.1972 top1 3.906 top5 1.562 | Epoch: [61][111/553] Time 2.449 Data 0.001 Err 0.1266 top1 3.125 top5 0.000 | Epoch: [61][112/553] Time 2.458 Data 0.000 Err 0.2149 top1 7.031 top5 0.781 | Epoch: [61][113/553] Time 2.450 Data 0.001 Err 0.3179 top1 7.031 top5 2.344 | Epoch: [61][114/553] Time 2.435 Data 0.000 Err 0.2576 top1 7.812 top5 1.562 | Epoch: [61][115/553] Time 2.441 Data 0.001 Err 0.3295 top1 7.031 top5 3.125 | Epoch: [61][116/553] Time 2.439 Data 0.001 Err 0.2481 top1 8.594 top5 1.562 | Epoch: [61][117/553] Time 2.449 Data 0.001 Err 0.2021 top1 5.469 top5 3.125 | Epoch: [61][118/553] Time 2.486 Data 0.001 Err 0.1495 top1 4.688 top5 0.781 | Epoch: [61][119/553] Time 2.482 Data 0.001 Err 0.2876 top1 7.812 top5 3.125 | Epoch: [61][120/553] Time 2.451 Data 0.001 Err 0.2452 top1 7.031 top5 2.344 | Epoch: [61][121/553] Time 2.474 Data 0.001 Err 0.2597 top1 7.812 top5 1.562 | Epoch: [61][122/553] Time 2.450 Data 0.001 Err 0.2202 top1 6.250 top5 2.344 | Epoch: [61][123/553] Time 2.469 Data 0.001 Err 0.3926 top1 11.719 top5 2.344 | Epoch: [61][124/553] Time 2.448 Data 0.001 Err 0.2744 top1 7.812 top5 3.125 | Epoch: [61][125/553] Time 2.485 Data 0.001 Err 0.2191 top1 4.688 top5 1.562 | Epoch: [61][126/553] Time 2.453 Data 0.001 Err 0.3858 top1 9.375 top5 3.125 | Epoch: [61][127/553] Time 2.469 Data 0.001 Err 0.2522 top1 6.250 top5 2.344 | Epoch: [61][128/553] Time 2.482 Data 0.002 Err 0.5436 top1 13.281 top5 6.250 | Epoch: [61][129/553] Time 2.473 Data 0.001 Err 0.2671 top1 7.812 top5 2.344 | Epoch: [61][130/553] Time 2.446 Data 0.001 Err 0.2809 top1 4.688 top5 4.688 | Epoch: [61][131/553] Time 2.447 Data 0.001 Err 0.2238 top1 7.031 top5 1.562 | Epoch: [61][132/553] Time 2.487 Data 0.001 Err 0.2298 top1 3.906 top5 1.562 | Epoch: [61][133/553] Time 2.464 Data 0.001 Err 0.2172 top1 7.031 top5 1.562 | Epoch: [61][134/553] Time 2.453 Data 0.001 Err 0.3293 top1 7.812 top5 3.125 | Epoch: [61][135/553] Time 2.442 Data 0.001 Err 0.3395 top1 7.031 top5 4.688 | Epoch: [61][136/553] Time 2.441 Data 0.001 Err 0.2530 top1 7.031 top5 2.344 | Epoch: [61][137/553] Time 2.487 Data 0.001 Err 0.2168 top1 6.250 top5 1.562 | Epoch: [61][138/553] Time 2.505 Data 0.001 Err 0.2533 top1 7.031 top5 1.562 | Epoch: [61][139/553] Time 2.475 Data 0.001 Err 0.2416 top1 7.031 top5 0.781 | Epoch: [61][140/553] Time 2.447 Data 0.001 Err 0.3505 top1 9.375 top5 2.344 | Epoch: [61][141/553] Time 2.453 Data 0.000 Err 0.2986 top1 6.250 top5 3.125 | Epoch: [61][142/553] Time 2.529 Data 0.001 Err 0.2409 top1 7.031 top5 1.562 | Epoch: [61][143/553] Time 2.441 Data 0.001 Err 0.3972 top1 7.812 top5 3.906 | Epoch: [61][144/553] Time 2.473 Data 0.001 Err 0.1890 top1 6.250 top5 0.781 | Epoch: [61][145/553] Time 2.477 Data 0.001 Err 0.1996 top1 4.688 top5 1.562 | Epoch: [61][146/553] Time 2.475 Data 0.001 Err 0.1176 top1 1.562 top5 0.781 | Epoch: [61][147/553] Time 2.490 Data 0.006 Err 0.3452 top1 9.375 top5 3.125 | Epoch: [61][148/553] Time 2.485 Data 0.001 Err 0.3096 top1 7.812 top5 2.344 | Epoch: [61][149/553] Time 2.448 Data 0.001 Err 0.3252 top1 7.031 top5 3.906 | Epoch: [61][150/553] Time 2.505 Data 0.001 Err 0.1784 top1 4.688 top5 1.562 | Epoch: [61][151/553] Time 2.445 Data 0.001 Err 0.2995 top1 9.375 top5 2.344 | Epoch: [61][152/553] Time 2.449 Data 0.001 Err 0.2343 top1 5.469 top5 1.562 | Epoch: [61][153/553] Time 2.457 Data 0.001 Err 0.3575 top1 8.594 top5 3.125 | Epoch: [61][154/553] Time 2.474 Data 0.001 Err 0.5414 top1 10.938 top5 6.250 | Epoch: [61][155/553] Time 2.456 Data 0.001 Err 0.2252 top1 6.250 top5 1.562 | Epoch: [61][156/553] Time 2.448 Data 0.001 Err 0.1969 top1 6.250 top5 0.781 | Epoch: [61][157/553] Time 2.481 Data 0.001 Err 0.3608 top1 10.938 top5 2.344 | Epoch: [61][158/553] Time 2.483 Data 0.001 Err 0.3666 top1 7.812 top5 3.906 | Epoch: [61][159/553] Time 2.496 Data 0.001 Err 0.1848 top1 5.469 top5 0.000 | Epoch: [61][160/553] Time 2.463 Data 0.001 Err 0.2066 top1 4.688 top5 1.562 | Epoch: [61][161/553] Time 2.453 Data 0.002 Err 0.3339 top1 8.594 top5 3.125 | Epoch: [61][162/553] Time 2.479 Data 0.000 Err 0.1983 top1 5.469 top5 0.781 | Epoch: [61][163/553] Time 2.445 Data 0.001 Err 0.3055 top1 7.812 top5 3.125 | Epoch: [61][164/553] Time 2.505 Data 0.001 Err 0.3119 top1 7.031 top5 3.125 | Epoch: [61][165/553] Time 2.448 Data 0.001 Err 0.2439 top1 5.469 top5 3.125 | Epoch: [61][166/553] Time 2.478 Data 0.002 Err 0.1881 top1 3.906 top5 1.562 | Epoch: [61][167/553] Time 2.486 Data 0.001 Err 0.3716 top1 8.594 top5 5.469 | Epoch: [61][168/553] Time 2.441 Data 0.001 Err 0.2001 top1 6.250 top5 1.562 | Epoch: [61][169/553] Time 2.459 Data 0.001 Err 0.1382 top1 3.906 top5 0.781 | Epoch: [61][170/553] Time 2.440 Data 0.000 Err 0.3568 top1 7.812 top5 4.688 | Epoch: [61][171/553] Time 2.479 Data 0.001 Err 0.2467 top1 4.688 top5 2.344 | Epoch: [61][172/553] Time 2.479 Data 0.001 Err 0.2782 top1 8.594 top5 1.562 | Epoch: [61][173/553] Time 2.440 Data 0.001 Err 0.2827 top1 6.250 top5 2.344 | Epoch: [61][174/553] Time 2.431 Data 0.001 Err 0.3595 top1 10.156 top5 3.906 | Epoch: [61][175/553] Time 2.499 Data 0.001 Err 0.2354 top1 6.250 top5 0.000 | Epoch: [61][176/553] Time 2.494 Data 0.002 Err 0.2259 top1 4.688 top5 0.781 | Epoch: [61][177/553] Time 2.511 Data 0.001 Err 0.2925 top1 5.469 top5 3.125 | Epoch: [61][178/553] Time 2.442 Data 0.001 Err 0.2288 top1 5.469 top5 3.125 | Epoch: [61][179/553] Time 2.474 Data 0.001 Err 0.2590 top1 7.812 top5 2.344 | Epoch: [61][180/553] Time 2.465 Data 0.001 Err 0.2334 top1 5.469 top5 2.344 | Epoch: [61][181/553] Time 2.499 Data 0.001 Err 0.1791 top1 5.469 top5 0.781 | Epoch: [61][182/553] Time 2.432 Data 0.001 Err 0.2443 top1 7.812 top5 2.344 | Epoch: [61][183/553] Time 2.491 Data 0.001 Err 0.3642 top1 11.719 top5 3.125 | Epoch: [61][184/553] Time 2.440 Data 0.001 Err 0.2460 top1 6.250 top5 0.781 | Epoch: [61][185/553] Time 2.453 Data 0.004 Err 0.2620 top1 6.250 top5 3.125 | Epoch: [61][186/553] Time 2.435 Data 0.001 Err 0.3105 top1 9.375 top5 1.562 | Epoch: [61][187/553] Time 2.486 Data 0.001 Err 0.2283 top1 3.906 top5 2.344 | Epoch: [61][188/553] Time 2.444 Data 0.001 Err 0.3448 top1 8.594 top5 3.906 | Epoch: [61][189/553] Time 2.480 Data 0.001 Err 0.3350 top1 7.812 top5 3.906 | Epoch: [61][190/553] Time 2.457 Data 0.001 Err 0.2587 top1 4.688 top5 2.344 | Epoch: [61][191/553] Time 2.456 Data 0.001 Err 0.3175 top1 9.375 top5 2.344 | Epoch: [61][192/553] Time 2.457 Data 0.001 Err 0.1823 top1 4.688 top5 0.781 | Epoch: [61][193/553] Time 2.446 Data 0.001 Err 0.2077 top1 7.031 top5 0.000 | Epoch: [61][194/553] Time 2.440 Data 0.001 Err 0.3132 top1 6.250 top5 3.125 | Epoch: [61][195/553] Time 2.470 Data 0.001 Err 0.2900 top1 7.812 top5 2.344 | Epoch: [61][196/553] Time 2.489 Data 0.001 Err 0.1827 top1 4.688 top5 1.562 | Epoch: [61][197/553] Time 2.441 Data 0.001 Err 0.2648 top1 5.469 top5 3.125 | Epoch: [61][198/553] Time 2.495 Data 0.001 Err 0.3353 top1 8.594 top5 3.906 | Epoch: [61][199/553] Time 2.485 Data 0.001 Err 0.2037 top1 5.469 top5 0.781 | Epoch: [61][200/553] Time 2.485 Data 0.001 Err 0.1762 top1 4.688 top5 1.562 | Epoch: [61][201/553] Time 2.491 Data 0.001 Err 0.2211 top1 5.469 top5 1.562 | Epoch: [61][202/553] Time 2.450 Data 0.001 Err 0.2133 top1 4.688 top5 2.344 | Epoch: [61][203/553] Time 2.466 Data 0.001 Err 0.2982 top1 7.812 top5 1.562 | Epoch: [61][204/553] Time 2.471 Data 0.004 Err 0.3728 top1 12.500 top5 3.125 | Epoch: [61][205/553] Time 2.490 Data 0.001 Err 0.2266 top1 5.469 top5 1.562 | Epoch: [61][206/553] Time 2.520 Data 0.001 Err 0.3059 top1 5.469 top5 3.125 | Epoch: [61][207/553] Time 2.444 Data 0.001 Err 0.3841 top1 8.594 top5 2.344 | Epoch: [61][208/553] Time 2.472 Data 0.001 Err 0.3370 top1 8.594 top5 1.562 | Epoch: [61][209/553] Time 2.466 Data 0.001 Err 0.2641 top1 7.031 top5 0.781 | Epoch: [61][210/553] Time 2.458 Data 0.001 Err 0.3555 top1 9.375 top5 3.125 | Epoch: [61][211/553] Time 2.477 Data 0.001 Err 0.2185 top1 7.031 top5 1.562 | Epoch: [61][212/553] Time 2.479 Data 0.001 Err 0.3502 top1 8.594 top5 3.906 | Epoch: [61][213/553] Time 2.444 Data 0.001 Err 0.1885 top1 6.250 top5 0.781 | Epoch: [61][214/553] Time 2.493 Data 0.001 Err 0.3325 top1 8.594 top5 1.562 | Epoch: [61][215/553] Time 2.465 Data 0.001 Err 0.2277 top1 7.031 top5 0.781 | Epoch: [61][216/553] Time 2.546 Data 0.001 Err 0.2156 top1 7.812 top5 0.781 | Epoch: [61][217/553] Time 2.455 Data 0.001 Err 0.3138 top1 7.812 top5 0.781 | Epoch: [61][218/553] Time 2.494 Data 0.001 Err 0.4157 top1 11.719 top5 4.688 | Epoch: [61][219/553] Time 2.451 Data 0.001 Err 0.2504 top1 8.594 top5 0.781 | Epoch: [61][220/553] Time 2.489 Data 0.001 Err 0.1732 top1 5.469 top5 0.781 | Epoch: [61][221/553] Time 2.455 Data 0.001 Err 0.2065 top1 7.031 top5 1.562 | Epoch: [61][222/553] Time 2.480 Data 0.001 Err 0.2365 top1 7.031 top5 0.000 | Epoch: [61][223/553] Time 2.446 Data 0.002 Err 0.1958 top1 6.250 top5 0.781 | Epoch: [61][224/553] Time 2.463 Data 0.001 Err 0.2778 top1 9.375 top5 2.344 | Epoch: [61][225/553] Time 2.479 Data 0.001 Err 0.2775 top1 7.812 top5 1.562 | Epoch: [61][226/553] Time 2.449 Data 0.001 Err 0.1233 top1 2.344 top5 0.000 | Epoch: [61][227/553] Time 2.439 Data 0.001 Err 0.3111 top1 7.031 top5 3.125 | Epoch: [61][228/553] Time 2.473 Data 0.001 Err 0.2025 top1 5.469 top5 1.562 | Epoch: [61][229/553] Time 2.489 Data 0.001 Err 0.1590 top1 3.906 top5 1.562 | Epoch: [61][230/553] Time 2.437 Data 0.001 Err 0.2468 top1 8.594 top5 0.781 | Epoch: [61][231/553] Time 2.486 Data 0.001 Err 0.2775 top1 7.812 top5 2.344 | Epoch: [61][232/553] Time 2.490 Data 0.001 Err 0.2828 top1 5.469 top5 2.344 | Epoch: [61][233/553] Time 2.454 Data 0.001 Err 0.2210 top1 7.812 top5 0.781 | Epoch: [61][234/553] Time 2.486 Data 0.001 Err 0.3247 top1 7.812 top5 2.344 | Epoch: [61][235/553] Time 2.475 Data 0.001 Err 0.3672 top1 8.594 top5 2.344 | Epoch: [61][236/553] Time 2.437 Data 0.001 Err 0.2656 top1 6.250 top5 1.562 | Epoch: [61][237/553] Time 2.488 Data 0.001 Err 0.1609 top1 4.688 top5 0.000 | Epoch: [61][238/553] Time 2.446 Data 0.001 Err 0.3612 top1 8.594 top5 3.125 | Epoch: [61][239/553] Time 2.444 Data 0.001 Err 0.2916 top1 5.469 top5 4.688 | Epoch: [61][240/553] Time 2.457 Data 0.001 Err 0.2449 top1 6.250 top5 0.781 | Epoch: [61][241/553] Time 2.446 Data 0.001 Err 0.2523 top1 7.031 top5 1.562 | Epoch: [61][242/553] Time 2.448 Data 0.003 Err 0.2742 top1 7.031 top5 2.344 | Epoch: [61][243/553] Time 2.484 Data 0.001 Err 0.1932 top1 5.469 top5 0.781 | Epoch: [61][244/553] Time 2.451 Data 0.001 Err 0.3013 top1 9.375 top5 1.562 | Epoch: [61][245/553] Time 2.445 Data 0.001 Err 0.2047 top1 7.031 top5 0.781 | Epoch: [61][246/553] Time 2.444 Data 0.001 Err 0.1852 top1 4.688 top5 0.781 | Epoch: [61][247/553] Time 2.507 Data 0.001 Err 0.2912 top1 7.031 top5 1.562 | Epoch: [61][248/553] Time 2.477 Data 0.001 Err 0.3440 top1 7.812 top5 3.125 | Epoch: [61][249/553] Time 2.431 Data 0.001 Err 0.2085 top1 6.250 top5 1.562 | Epoch: [61][250/553] Time 2.492 Data 0.001 Err 0.1388 top1 6.250 top5 0.000 | Epoch: [61][251/553] Time 2.451 Data 0.001 Err 0.2109 top1 4.688 top5 1.562 | Epoch: [61][252/553] Time 2.460 Data 0.001 Err 0.1676 top1 3.906 top5 0.000 | Epoch: [61][253/553] Time 2.488 Data 0.001 Err 0.2488 top1 7.031 top5 1.562 | Epoch: [61][254/553] Time 2.496 Data 0.001 Err 0.3085 top1 7.812 top5 1.562 | Epoch: [61][255/553] Time 2.443 Data 0.001 Err 0.2349 top1 8.594 top5 1.562 | Epoch: [61][256/553] Time 2.449 Data 0.001 Err 0.1925 top1 4.688 top5 0.781 | Epoch: [61][257/553] Time 2.453 Data 0.001 Err 0.3154 top1 7.031 top5 3.125 | Epoch: [61][258/553] Time 2.466 Data 0.001 Err 0.4686 top1 10.938 top5 6.250 | Epoch: [61][259/553] Time 2.448 Data 0.001 Err 0.2146 top1 4.688 top5 1.562 | Epoch: [61][260/553] Time 2.446 Data 0.001 Err 0.2098 top1 3.906 top5 2.344 | Epoch: [61][261/553] Time 2.438 Data 0.004 Err 0.3657 top1 10.938 top5 2.344 | Epoch: [61][262/553] Time 2.431 Data 0.001 Err 0.3151 top1 7.812 top5 2.344 | Epoch: [61][263/553] Time 2.494 Data 0.001 Err 0.1986 top1 7.031 top5 0.000 | Epoch: [61][264/553] Time 2.467 Data 0.001 Err 0.2599 top1 7.812 top5 3.125 | Epoch: [61][265/553] Time 2.451 Data 0.001 Err 0.2695 top1 7.031 top5 2.344 | Epoch: [61][266/553] Time 2.453 Data 0.001 Err 0.3045 top1 10.938 top5 3.125 | Epoch: [61][267/553] Time 2.439 Data 0.001 Err 0.1937 top1 4.688 top5 1.562 | Epoch: [61][268/553] Time 2.479 Data 0.001 Err 0.1558 top1 1.562 top5 1.562 | Epoch: [61][269/553] Time 2.509 Data 0.001 Err 0.2361 top1 7.031 top5 2.344 | Epoch: [61][270/553] Time 2.446 Data 0.001 Err 0.2102 top1 5.469 top5 1.562 | Epoch: [61][271/553] Time 2.497 Data 0.001 Err 0.1435 top1 3.906 top5 0.781 | Epoch: [61][272/553] Time 2.489 Data 0.001 Err 0.2681 top1 7.031 top5 1.562 | Epoch: [61][273/553] Time 2.452 Data 0.001 Err 0.2465 top1 6.250 top5 1.562 | Epoch: [61][274/553] Time 2.450 Data 0.001 Err 0.3401 top1 7.812 top5 3.906 | Epoch: [61][275/553] Time 2.446 Data 0.001 Err 0.1908 top1 4.688 top5 0.781 | Epoch: [61][276/553] Time 2.481 Data 0.001 Err 0.3053 top1 7.812 top5 3.125 | Epoch: [61][277/553] Time 2.481 Data 0.001 Err 0.3586 top1 9.375 top5 1.562 | Epoch: [61][278/553] Time 2.446 Data 0.001 Err 0.3016 top1 7.031 top5 3.125 | Epoch: [61][279/553] Time 2.453 Data 0.001 Err 0.2283 top1 4.688 top5 0.781 | Epoch: [61][280/553] Time 2.483 Data 0.006 Err 0.1576 top1 4.688 top5 0.781 | Epoch: [61][281/553] Time 2.448 Data 0.001 Err 0.2065 top1 6.250 top5 0.781 | Epoch: [61][282/553] Time 2.439 Data 0.001 Err 0.3096 top1 10.156 top5 1.562 | Epoch: [61][283/553] Time 2.437 Data 0.001 Err 0.2473 top1 5.469 top5 2.344 | Epoch: [61][284/553] Time 2.490 Data 0.001 Err 0.2849 top1 7.812 top5 1.562 | Epoch: [61][285/553] Time 2.466 Data 0.001 Err 0.1550 top1 2.344 top5 1.562 | Epoch: [61][286/553] Time 2.466 Data 0.001 Err 0.2069 top1 7.031 top5 0.781 | Epoch: [61][287/553] Time 2.443 Data 0.001 Err 0.2748 top1 7.031 top5 3.125 | Epoch: [61][288/553] Time 2.446 Data 0.001 Err 0.1458 top1 3.906 top5 0.781 | Epoch: [61][289/553] Time 2.446 Data 0.001 Err 0.2223 top1 7.031 top5 1.562 | Epoch: [61][290/553] Time 2.453 Data 0.001 Err 0.3191 top1 9.375 top5 3.125 | Epoch: [61][291/553] Time 2.482 Data 0.001 Err 0.3107 top1 10.156 top5 3.125 | Epoch: [61][292/553] Time 2.479 Data 0.001 Err 0.2061 top1 4.688 top5 2.344 | Epoch: [61][293/553] Time 2.458 Data 0.000 Err 0.4168 top1 13.281 top5 3.906 | Epoch: [61][294/553] Time 2.468 Data 0.001 Err 0.3537 top1 9.375 top5 2.344 | Epoch: [61][295/553] Time 2.447 Data 0.001 Err 0.2235 top1 5.469 top5 2.344 | Epoch: [61][296/553] Time 2.440 Data 0.001 Err 0.2874 top1 7.812 top5 1.562 | Epoch: [61][297/553] Time 2.446 Data 0.001 Err 0.2734 top1 7.812 top5 1.562 | Epoch: [61][298/553] Time 2.441 Data 0.001 Err 0.3426 top1 7.812 top5 3.906 | Epoch: [61][299/553] Time 2.453 Data 0.003 Err 0.2559 top1 6.250 top5 1.562 | Epoch: [61][300/553] Time 2.485 Data 0.001 Err 0.3733 top1 10.156 top5 2.344 | Epoch: [61][301/553] Time 2.445 Data 0.001 Err 0.2056 top1 3.125 top5 2.344 | Epoch: [61][302/553] Time 2.495 Data 0.001 Err 0.4239 top1 11.719 top5 3.125 | Epoch: [61][303/553] Time 2.456 Data 0.001 Err 0.2212 top1 3.906 top5 2.344 | Epoch: [61][304/553] Time 2.454 Data 0.001 Err 0.3510 top1 9.375 top5 3.125 | Epoch: [61][305/553] Time 2.447 Data 0.001 Err 0.1024 top1 2.344 top5 0.000 | Epoch: [61][306/553] Time 2.440 Data 0.001 Err 0.2192 top1 5.469 top5 2.344 | Epoch: [61][307/553] Time 2.486 Data 0.001 Err 0.3673 top1 7.812 top5 3.906 | Epoch: [61][308/553] Time 2.481 Data 0.001 Err 0.3325 top1 8.594 top5 0.781 | Epoch: [61][309/553] Time 2.453 Data 0.001 Err 0.3302 top1 7.812 top5 3.125 | Epoch: [61][310/553] Time 2.513 Data 0.000 Err 0.1766 top1 5.469 top5 1.562 | Epoch: [61][311/553] Time 2.446 Data 0.001 Err 0.4197 top1 8.594 top5 3.125 | Epoch: [61][312/553] Time 2.477 Data 0.001 Err 0.4084 top1 9.375 top5 4.688 | Epoch: [61][313/553] Time 2.454 Data 0.000 Err 0.2748 top1 7.812 top5 1.562 | Epoch: [61][314/553] Time 2.453 Data 0.001 Err 0.2742 top1 7.812 top5 4.688 | Epoch: [61][315/553] Time 2.517 Data 0.001 Err 0.2130 top1 4.688 top5 2.344 | Epoch: [61][316/553] Time 2.457 Data 0.001 Err 0.2418 top1 7.031 top5 0.781 | Epoch: [61][317/553] Time 2.446 Data 0.001 Err 0.3718 top1 10.156 top5 4.688 | Epoch: [61][318/553] Time 2.495 Data 0.003 Err 0.2599 top1 8.594 top5 2.344 | Epoch: [61][319/553] Time 2.499 Data 0.000 Err 0.1120 top1 2.344 top5 0.000 | Epoch: [61][320/553] Time 2.437 Data 0.001 Err 0.2383 top1 6.250 top5 1.562 | Epoch: [61][321/553] Time 2.444 Data 0.000 Err 0.3158 top1 8.594 top5 2.344 | Epoch: [61][322/553] Time 2.476 Data 0.001 Err 0.1885 top1 4.688 top5 1.562 | Epoch: [61][323/553] Time 2.440 Data 0.000 Err 0.2768 top1 6.250 top5 1.562 | Epoch: [61][324/553] Time 2.477 Data 0.001 Err 0.2570 top1 5.469 top5 3.125 | Epoch: [61][325/553] Time 2.437 Data 0.001 Err 0.2784 top1 7.031 top5 2.344 | Epoch: [61][326/553] Time 2.517 Data 0.001 Err 0.3207 top1 8.594 top5 2.344 | Epoch: [61][327/553] Time 2.455 Data 0.001 Err 0.2547 top1 7.031 top5 2.344 | Epoch: [61][328/553] Time 2.448 Data 0.001 Err 0.1723 top1 1.562 top5 0.781 | Epoch: [61][329/553] Time 2.438 Data 0.000 Err 0.2327 top1 7.031 top5 0.000 | Epoch: [61][330/553] Time 2.449 Data 0.001 Err 0.3614 top1 7.031 top5 3.125 | Epoch: [61][331/553] Time 2.438 Data 0.001 Err 0.3051 top1 6.250 top5 4.688 | Epoch: [61][332/553] Time 2.452 Data 0.001 Err 0.5153 top1 13.281 top5 4.688 | Epoch: [61][333/553] Time 2.461 Data 0.001 Err 0.2913 top1 6.250 top5 3.125 | Epoch: [61][334/553] Time 2.514 Data 0.001 Err 0.2566 top1 5.469 top5 3.125 | Epoch: [61][335/553] Time 2.444 Data 0.001 Err 0.3038 top1 5.469 top5 3.125 | Epoch: [61][336/553] Time 2.442 Data 0.001 Err 0.2952 top1 7.031 top5 3.125 | Epoch: [61][337/553] Time 2.482 Data 0.003 Err 0.2438 top1 7.031 top5 0.000 | Epoch: [61][338/553] Time 2.467 Data 0.001 Err 0.1837 top1 6.250 top5 0.000 | Epoch: [61][339/553] Time 2.438 Data 0.001 Err 0.2670 top1 5.469 top5 1.562 | Epoch: [61][340/553] Time 2.467 Data 0.001 Err 0.1802 top1 5.469 top5 0.781 | Epoch: [61][341/553] Time 2.583 Data 0.000 Err 0.1793 top1 3.125 top5 0.781 | Epoch: [61][342/553] Time 2.491 Data 0.001 Err 0.2768 top1 4.688 top5 3.906 | Epoch: [61][343/553] Time 2.446 Data 0.001 Err 0.2586 top1 8.594 top5 1.562 | Epoch: [61][344/553] Time 2.452 Data 0.001 Err 0.2240 top1 3.906 top5 1.562 | Epoch: [61][345/553] Time 2.443 Data 0.001 Err 0.3058 top1 7.031 top5 3.125 | Epoch: [61][346/553] Time 2.495 Data 0.001 Err 0.1780 top1 2.344 top5 2.344 | Epoch: [61][347/553] Time 2.456 Data 0.001 Err 0.2072 top1 6.250 top5 2.344 | Epoch: [61][348/553] Time 2.444 Data 0.001 Err 0.3024 top1 7.031 top5 2.344 | Epoch: [61][349/553] Time 2.507 Data 0.001 Err 0.2219 top1 4.688 top5 2.344 | Epoch: [61][350/553] Time 2.497 Data 0.001 Err 0.2561 top1 4.688 top5 2.344 | Epoch: [61][351/553] Time 2.434 Data 0.001 Err 0.2908 top1 7.812 top5 1.562 | Epoch: [61][352/553] Time 2.476 Data 0.001 Err 0.1940 top1 6.250 top5 0.781 | Epoch: [61][353/553] Time 2.440 Data 0.001 Err 0.2488 top1 7.031 top5 1.562 | Epoch: [61][354/553] Time 2.483 Data 0.001 Err 0.2063 top1 4.688 top5 1.562 | Epoch: [61][355/553] Time 2.439 Data 0.001 Err 0.2928 top1 7.031 top5 3.125 | Epoch: [61][356/553] Time 2.445 Data 0.004 Err 0.2945 top1 6.250 top5 3.125 | Epoch: [61][357/553] Time 2.440 Data 0.000 Err 0.2630 top1 7.031 top5 1.562 | Epoch: [61][358/553] Time 2.462 Data 0.001 Err 0.1334 top1 2.344 top5 0.781 | Epoch: [61][359/553] Time 2.445 Data 0.001 Err 0.1515 top1 3.906 top5 2.344 | Epoch: [61][360/553] Time 2.481 Data 0.001 Err 0.2425 top1 6.250 top5 2.344 | Epoch: [61][361/553] Time 2.452 Data 0.001 Err 0.2892 top1 7.812 top5 3.125 | Epoch: [61][362/553] Time 2.507 Data 0.001 Err 0.2007 top1 5.469 top5 0.781 | Epoch: [61][363/553] Time 2.443 Data 0.001 Err 0.2719 top1 7.031 top5 1.562 | Epoch: [61][364/553] Time 2.449 Data 0.001 Err 0.2768 top1 9.375 top5 0.781 | Epoch: [61][365/553] Time 2.460 Data 0.005 Err 0.3337 top1 7.812 top5 1.562 | Epoch: [61][366/553] Time 2.445 Data 0.001 Err 0.1831 top1 5.469 top5 0.000 | Epoch: [61][367/553] Time 2.487 Data 0.001 Err 0.1969 top1 7.031 top5 0.781 | Epoch: [61][368/553] Time 2.446 Data 0.001 Err 0.3929 top1 10.156 top5 5.469 | Epoch: [61][369/553] Time 2.530 Data 0.001 Err 0.1595 top1 3.125 top5 0.781 | Epoch: [61][370/553] Time 2.520 Data 0.001 Err 0.3044 top1 7.031 top5 2.344 | Epoch: [61][371/553] Time 2.446 Data 0.001 Err 0.2646 top1 5.469 top5 0.781 | Epoch: [61][372/553] Time 2.452 Data 0.001 Err 0.2303 top1 5.469 top5 0.781 | Epoch: [61][373/553] Time 2.446 Data 0.001 Err 0.4464 top1 12.500 top5 5.469 | Epoch: [61][374/553] Time 2.439 Data 0.001 Err 0.3070 top1 7.031 top5 3.125 | Epoch: [61][375/553] Time 2.450 Data 0.003 Err 0.2045 top1 7.031 top5 0.781 | Epoch: [61][376/553] Time 2.449 Data 0.001 Err 0.1837 top1 4.688 top5 0.000 | Epoch: [61][377/553] Time 2.539 Data 0.001 Err 0.3345 top1 8.594 top5 3.125 | Epoch: [61][378/553] Time 2.438 Data 0.001 Err 0.3094 top1 8.594 top5 2.344 | Epoch: [61][379/553] Time 2.449 Data 0.001 Err 0.3485 top1 8.594 top5 3.906 | Epoch: [61][380/553] Time 2.487 Data 0.001 Err 0.1662 top1 3.906 top5 0.781 | Epoch: [61][381/553] Time 2.475 Data 0.001 Err 0.1786 top1 3.906 top5 1.562 | Epoch: [61][382/553] Time 2.535 Data 0.001 Err 0.1544 top1 3.906 top5 0.000 | Epoch: [61][383/553] Time 2.493 Data 0.001 Err 0.2894 top1 7.812 top5 2.344 | Epoch: [61][384/553] Time 2.486 Data 0.001 Err 0.1529 top1 4.688 top5 0.781 | Epoch: [61][385/553] Time 2.456 Data 0.001 Err 0.2726 top1 7.031 top5 3.125 | Epoch: [61][386/553] Time 2.450 Data 0.001 Err 0.3439 top1 10.156 top5 0.000 | Epoch: [61][387/553] Time 2.448 Data 0.001 Err 0.2088 top1 6.250 top5 0.781 | Epoch: [61][388/553] Time 2.452 Data 0.001 Err 0.3118 top1 7.031 top5 3.125 | Epoch: [61][389/553] Time 2.444 Data 0.001 Err 0.2389 top1 7.812 top5 0.781 | Epoch: [61][390/553] Time 2.492 Data 0.001 Err 0.2922 top1 8.594 top5 2.344 | Epoch: [61][391/553] Time 2.443 Data 0.001 Err 0.1220 top1 3.906 top5 0.781 | Epoch: [61][392/553] Time 2.483 Data 0.001 Err 0.1911 top1 3.906 top5 1.562 | Epoch: [61][393/553] Time 2.459 Data 0.001 Err 0.1951 top1 3.906 top5 0.000 | Epoch: [61][394/553] Time 2.442 Data 0.005 Err 0.2072 top1 7.031 top5 0.781 | Epoch: [61][395/553] Time 2.450 Data 0.001 Err 0.2797 top1 6.250 top5 3.125 | Epoch: [61][396/553] Time 2.530 Data 0.001 Err 0.3990 top1 11.719 top5 3.125 | Epoch: [61][397/553] Time 2.441 Data 0.001 Err 0.1741 top1 3.125 top5 1.562 | Epoch: [61][398/553] Time 2.449 Data 0.001 Err 0.2211 top1 5.469 top5 1.562 | Epoch: [61][399/553] Time 2.464 Data 0.001 Err 0.2330 top1 6.250 top5 0.781 | Epoch: [61][400/553] Time 2.498 Data 0.001 Err 0.2174 top1 6.250 top5 0.000 | Epoch: [61][401/553] Time 2.463 Data 0.001 Err 0.2612 top1 7.031 top5 3.125 | Epoch: [61][402/553] Time 2.442 Data 0.001 Err 0.2989 top1 7.031 top5 3.906 | Epoch: [61][403/553] Time 2.506 Data 0.002 Err 0.2667 top1 7.031 top5 2.344 | Epoch: [61][404/553] Time 2.470 Data 0.001 Err 0.3762 top1 9.375 top5 5.469 | Epoch: [61][405/553] Time 2.491 Data 0.001 Err 0.4878 top1 13.281 top5 3.906 | Epoch: [61][406/553] Time 2.476 Data 0.001 Err 0.2891 top1 7.031 top5 3.125 | Epoch: [61][407/553] Time 2.450 Data 0.001 Err 0.3218 top1 9.375 top5 2.344 | Epoch: [61][408/553] Time 2.446 Data 0.001 Err 0.1525 top1 5.469 top5 0.000 | Epoch: [61][409/553] Time 2.494 Data 0.001 Err 0.2965 top1 8.594 top5 2.344 | Epoch: [61][410/553] Time 2.487 Data 0.001 Err 0.4418 top1 10.156 top5 4.688 | Epoch: [61][411/553] Time 2.453 Data 0.001 Err 0.3678 top1 10.156 top5 2.344 | Epoch: [61][412/553] Time 2.469 Data 0.001 Err 0.2902 top1 8.594 top5 1.562 | Epoch: [61][413/553] Time 2.477 Data 0.028 Err 0.1439 top1 3.906 top5 1.562 | Epoch: [61][414/553] Time 2.436 Data 0.001 Err 0.1708 top1 5.469 top5 0.781 | Epoch: [61][415/553] Time 2.444 Data 0.001 Err 0.2601 top1 8.594 top5 0.781 | Epoch: [61][416/553] Time 2.445 Data 0.000 Err 0.2407 top1 6.250 top5 2.344 | Epoch: [61][417/553] Time 2.455 Data 0.001 Err 0.1745 top1 4.688 top5 1.562 | Epoch: [61][418/553] Time 2.484 Data 0.001 Err 0.2237 top1 4.688 top5 0.000 | Epoch: [61][419/553] Time 2.462 Data 0.001 Err 0.2963 top1 7.031 top5 2.344 | Epoch: [61][420/553] Time 2.450 Data 0.001 Err 0.2286 top1 7.812 top5 1.562 | Epoch: [61][421/553] Time 2.466 Data 0.001 Err 0.2716 top1 7.812 top5 2.344 | Epoch: [61][422/553] Time 2.485 Data 0.001 Err 0.1882 top1 5.469 top5 0.781 | Epoch: [61][423/553] Time 2.467 Data 0.001 Err 0.2725 top1 8.594 top5 2.344 | Epoch: [61][424/553] Time 2.475 Data 0.001 Err 0.2213 top1 6.250 top5 1.562 | Epoch: [61][425/553] Time 2.509 Data 0.001 Err 0.2640 top1 7.812 top5 2.344 | Epoch: [61][426/553] Time 2.489 Data 0.000 Err 0.2899 top1 8.594 top5 3.125 | Epoch: [61][427/553] Time 2.464 Data 0.001 Err 0.2250 top1 6.250 top5 1.562 | Epoch: [61][428/553] Time 2.470 Data 0.001 Err 0.3672 top1 10.156 top5 2.344 | Epoch: [61][429/553] Time 2.445 Data 0.001 Err 0.2355 top1 4.688 top5 1.562 | Epoch: [61][430/553] Time 2.470 Data 0.001 Err 0.2750 top1 8.594 top5 0.781 | Epoch: [61][431/553] Time 2.445 Data 0.001 Err 0.3299 top1 7.812 top5 2.344 | Epoch: [61][432/553] Time 2.496 Data 0.004 Err 0.2261 top1 6.250 top5 0.781 | Epoch: [61][433/553] Time 2.456 Data 0.001 Err 0.3111 top1 7.812 top5 3.125 | Epoch: [61][434/553] Time 2.450 Data 0.000 Err 0.3935 top1 11.719 top5 3.906 | Epoch: [61][435/553] Time 2.444 Data 0.001 Err 0.2000 top1 7.031 top5 0.000 | Epoch: [61][436/553] Time 2.483 Data 0.001 Err 0.2722 top1 7.031 top5 1.562 | Epoch: [61][437/553] Time 2.502 Data 0.001 Err 0.3284 top1 10.156 top5 0.781 | Epoch: [61][438/553] Time 2.450 Data 0.001 Err 0.2441 top1 7.031 top5 1.562 | Epoch: [61][439/553] Time 2.470 Data 0.001 Err 0.2608 top1 9.375 top5 0.781 | Epoch: [61][440/553] Time 2.465 Data 0.001 Err 0.5164 top1 11.719 top5 4.688 | Epoch: [61][441/553] Time 2.439 Data 0.001 Err 0.2285 top1 5.469 top5 2.344 | Epoch: [61][442/553] Time 2.480 Data 0.001 Err 0.3104 top1 9.375 top5 2.344 | Epoch: [61][443/553] Time 2.488 Data 0.001 Err 0.3448 top1 7.031 top5 3.906 | Epoch: [61][444/553] Time 2.447 Data 0.001 Err 0.2607 top1 7.812 top5 2.344 | Epoch: [61][445/553] Time 2.506 Data 0.001 Err 0.2814 top1 7.812 top5 3.906 | Epoch: [61][446/553] Time 2.497 Data 0.001 Err 0.3091 top1 7.031 top5 2.344 | Epoch: [61][447/553] Time 2.453 Data 0.001 Err 0.3308 top1 7.031 top5 3.125 | Epoch: [61][448/553] Time 2.458 Data 0.001 Err 0.3741 top1 10.156 top5 4.688 | Epoch: [61][449/553] Time 2.517 Data 0.001 Err 0.4367 top1 10.156 top5 3.906 | Epoch: [61][450/553] Time 2.469 Data 0.001 Err 0.2540 top1 6.250 top5 3.125 | Epoch: [61][451/553] Time 2.509 Data 0.001 Err 0.2281 top1 6.250 top5 0.000 | Epoch: [61][452/553] Time 2.535 Data 0.001 Err 0.1825 top1 5.469 top5 0.781 | Epoch: [61][453/553] Time 2.445 Data 0.001 Err 0.2643 top1 6.250 top5 2.344 | Epoch: [61][454/553] Time 2.443 Data 0.001 Err 0.2765 top1 7.031 top5 3.125 | Epoch: [61][455/553] Time 2.470 Data 0.001 Err 0.2378 top1 8.594 top5 0.781 | Epoch: [61][456/553] Time 2.497 Data 0.001 Err 0.2539 top1 6.250 top5 1.562 | Epoch: [61][457/553] Time 2.461 Data 0.001 Err 0.2391 top1 5.469 top5 2.344 | Epoch: [61][458/553] Time 2.439 Data 0.001 Err 0.2985 top1 9.375 top5 1.562 | Epoch: [61][459/553] Time 2.440 Data 0.001 Err 0.2921 top1 5.469 top5 3.125 | Epoch: [61][460/553] Time 2.486 Data 0.001 Err 0.1380 top1 3.906 top5 0.781 | Epoch: [61][461/553] Time 2.453 Data 0.001 Err 0.2723 top1 7.812 top5 2.344 | Epoch: [61][462/553] Time 2.440 Data 0.001 Err 0.2795 top1 6.250 top5 3.125 | Epoch: [61][463/553] Time 2.451 Data 0.001 Err 0.1269 top1 3.906 top5 0.781 | Epoch: [61][464/553] Time 2.520 Data 0.001 Err 0.2335 top1 4.688 top5 1.562 | Epoch: [61][465/553] Time 2.480 Data 0.000 Err 0.1492 top1 5.469 top5 0.000 | Epoch: [61][466/553] Time 2.447 Data 0.001 Err 0.3889 top1 11.719 top5 3.125 | Epoch: [61][467/553] Time 2.451 Data 0.001 Err 0.1832 top1 4.688 top5 0.000 | Epoch: [61][468/553] Time 2.476 Data 0.001 Err 0.2216 top1 5.469 top5 2.344 | Epoch: [61][469/553] Time 2.456 Data 0.001 Err 0.2823 top1 8.594 top5 2.344 | Epoch: [61][470/553] Time 2.453 Data 0.004 Err 0.1662 top1 6.250 top5 1.562 | Epoch: [61][471/553] Time 2.443 Data 0.001 Err 0.1432 top1 4.688 top5 0.781 | Epoch: [61][472/553] Time 2.442 Data 0.001 Err 0.1395 top1 3.906 top5 0.000 | Epoch: [61][473/553] Time 2.455 Data 0.000 Err 0.4003 top1 10.156 top5 3.906 | Epoch: [61][474/553] Time 2.456 Data 0.001 Err 0.2608 top1 4.688 top5 3.125 | Epoch: [61][475/553] Time 2.440 Data 0.001 Err 0.2047 top1 4.688 top5 1.562 | Epoch: [61][476/553] Time 2.460 Data 0.001 Err 0.2266 top1 7.031 top5 1.562 | Epoch: [61][477/553] Time 2.484 Data 0.001 Err 0.1375 top1 4.688 top5 0.000 | Epoch: [61][478/553] Time 2.516 Data 0.001 Err 0.2947 top1 7.031 top5 3.125 | Epoch: [61][479/553] Time 2.507 Data 0.001 Err 0.3021 top1 8.594 top5 2.344 | Epoch: [61][480/553] Time 2.446 Data 0.001 Err 0.2432 top1 6.250 top5 1.562 | Epoch: [61][481/553] Time 2.451 Data 0.001 Err 0.3696 top1 8.594 top5 5.469 | Epoch: [61][482/553] Time 2.441 Data 0.001 Err 0.2597 top1 4.688 top5 3.125 | Epoch: [61][483/553] Time 2.590 Data 0.001 Err 0.1454 top1 3.906 top5 0.781 | Epoch: [61][484/553] Time 2.439 Data 0.001 Err 0.2501 top1 8.594 top5 1.562 | Epoch: [61][485/553] Time 2.445 Data 0.001 Err 0.2770 top1 6.250 top5 1.562 | Epoch: [61][486/553] Time 2.466 Data 0.001 Err 0.1536 top1 3.125 top5 0.781 | Epoch: [61][487/553] Time 2.451 Data 0.001 Err 0.3163 top1 8.594 top5 1.562 | Epoch: [61][488/553] Time 2.449 Data 0.001 Err 0.4603 top1 16.406 top5 3.906 | Epoch: [61][489/553] Time 2.454 Data 0.003 Err 0.2689 top1 8.594 top5 1.562 | Epoch: [61][490/553] Time 2.491 Data 0.001 Err 0.2526 top1 4.688 top5 3.125 | Epoch: [61][491/553] Time 2.450 Data 0.001 Err 0.3046 top1 8.594 top5 3.125 | Epoch: [61][492/553] Time 2.454 Data 0.001 Err 0.2288 top1 6.250 top5 0.781 | Epoch: [61][493/553] Time 2.444 Data 0.001 Err 0.2330 top1 4.688 top5 1.562 | Epoch: [61][494/553] Time 2.518 Data 0.001 Err 0.2400 top1 4.688 top5 2.344 | Epoch: [61][495/553] Time 2.459 Data 0.001 Err 0.2218 top1 5.469 top5 0.000 | Epoch: [61][496/553] Time 2.435 Data 0.001 Err 0.2103 top1 5.469 top5 1.562 | Epoch: [61][497/553] Time 2.449 Data 0.001 Err 0.2305 top1 3.906 top5 1.562 | Epoch: [61][498/553] Time 2.443 Data 0.001 Err 0.2688 top1 7.812 top5 3.125 | Epoch: [61][499/553] Time 2.471 Data 0.001 Err 0.2535 top1 6.250 top5 0.781 | Epoch: [61][500/553] Time 2.502 Data 0.001 Err 0.2995 top1 7.031 top5 2.344 | Epoch: [61][501/553] Time 2.446 Data 0.001 Err 0.1945 top1 4.688 top5 0.781 | Epoch: [61][502/553] Time 2.487 Data 0.000 Err 0.3707 top1 7.812 top5 4.688 | Epoch: [61][503/553] Time 2.497 Data 0.001 Err 0.2412 top1 7.031 top5 0.781 | Epoch: [61][504/553] Time 2.488 Data 0.001 Err 0.2225 top1 6.250 top5 0.781 | Epoch: [61][505/553] Time 2.440 Data 0.001 Err 0.3100 top1 7.812 top5 2.344 | Epoch: [61][506/553] Time 2.445 Data 0.001 Err 0.2881 top1 8.594 top5 2.344 | Epoch: [61][507/553] Time 2.514 Data 0.001 Err 0.1818 top1 5.469 top5 0.781 | Epoch: [61][508/553] Time 2.489 Data 0.003 Err 0.3294 top1 10.156 top5 2.344 | Epoch: [61][509/553] Time 2.485 Data 0.000 Err 0.3707 top1 11.719 top5 1.562 | Epoch: [61][510/553] Time 2.470 Data 0.001 Err 0.2722 top1 9.375 top5 1.562 | Epoch: [61][511/553] Time 2.439 Data 0.001 Err 0.3150 top1 7.812 top5 3.906 | Epoch: [61][512/553] Time 2.445 Data 0.001 Err 0.3050 top1 7.031 top5 3.125 | Epoch: [61][513/553] Time 2.452 Data 0.000 Err 0.1712 top1 4.688 top5 1.562 | Epoch: [61][514/553] Time 2.481 Data 0.001 Err 0.4084 top1 8.594 top5 5.469 | Epoch: [61][515/553] Time 2.442 Data 0.001 Err 0.2933 top1 7.812 top5 0.781 | Epoch: [61][516/553] Time 2.522 Data 0.001 Err 0.2709 top1 7.812 top5 1.562 | Epoch: [61][517/553] Time 2.454 Data 0.001 Err 0.2535 top1 5.469 top5 3.125 | Epoch: [61][518/553] Time 2.461 Data 0.001 Err 0.3608 top1 10.156 top5 3.906 | Epoch: [61][519/553] Time 2.476 Data 0.001 Err 0.2286 top1 4.688 top5 1.562 | Epoch: [61][520/553] Time 2.472 Data 0.001 Err 0.2286 top1 5.469 top5 0.781 | Epoch: [61][521/553] Time 2.447 Data 0.001 Err 0.3197 top1 7.812 top5 3.125 | Epoch: [61][522/553] Time 2.440 Data 0.001 Err 0.1012 top1 3.125 top5 0.000 | Epoch: [61][523/553] Time 2.454 Data 0.001 Err 0.2769 top1 7.812 top5 1.562 | Epoch: [61][524/553] Time 2.521 Data 0.001 Err 0.2442 top1 8.594 top5 1.562 | Epoch: [61][525/553] Time 2.453 Data 0.001 Err 0.2912 top1 8.594 top5 1.562 | Epoch: [61][526/553] Time 2.448 Data 0.001 Err 0.3709 top1 10.156 top5 2.344 | Epoch: [61][527/553] Time 2.481 Data 0.004 Err 0.3562 top1 9.375 top5 5.469 | Epoch: [61][528/553] Time 2.477 Data 0.001 Err 0.3144 top1 4.688 top5 1.562 | Epoch: [61][529/553] Time 2.450 Data 0.000 Err 0.2696 top1 6.250 top5 3.125 | Epoch: [61][530/553] Time 2.517 Data 0.001 Err 0.4111 top1 9.375 top5 3.125 | Epoch: [61][531/553] Time 2.439 Data 0.001 Err 0.3004 top1 7.812 top5 2.344 | Epoch: [61][532/553] Time 2.477 Data 0.001 Err 0.2862 top1 7.031 top5 3.125 | Epoch: [61][533/553] Time 2.452 Data 0.001 Err 0.1858 top1 4.688 top5 1.562 | Epoch: [61][534/553] Time 2.484 Data 0.001 Err 0.2310 top1 7.031 top5 0.781 | Epoch: [61][535/553] Time 2.496 Data 0.002 Err 0.2973 top1 7.031 top5 3.125 | Epoch: [61][536/553] Time 2.442 Data 0.001 Err 0.3483 top1 9.375 top5 4.688 | Epoch: [61][537/553] Time 2.453 Data 0.001 Err 0.1962 top1 4.688 top5 1.562 | Epoch: [61][538/553] Time 2.453 Data 0.001 Err 0.2688 top1 4.688 top5 2.344 | Epoch: [61][539/553] Time 2.527 Data 0.000 Err 0.3249 top1 7.812 top5 4.688 | Epoch: [61][540/553] Time 2.444 Data 0.001 Err 0.2402 top1 7.031 top5 1.562 | Epoch: [61][541/553] Time 2.471 Data 0.001 Err 0.3308 top1 7.812 top5 2.344 | Epoch: [61][542/553] Time 2.504 Data 0.001 Err 0.1822 top1 3.906 top5 1.562 | Epoch: [61][543/553] Time 2.524 Data 0.000 Err 0.1945 top1 4.688 top5 0.781 | Epoch: [61][544/553] Time 2.443 Data 0.000 Err 0.2401 top1 5.469 top5 1.562 | Epoch: [61][545/553] Time 2.447 Data 0.000 Err 0.2175 top1 3.906 top5 1.562 | Epoch: [61][546/553] Time 2.460 Data 0.000 Err 0.2118 top1 4.688 top5 2.344 | Epoch: [61][547/553] Time 2.447 Data 0.000 Err 0.2215 top1 4.688 top5 0.781 | Epoch: [61][548/553] Time 2.447 Data 0.000 Err 0.3490 top1 9.375 top5 4.688 | Epoch: [61][549/553] Time 2.450 Data 0.000 Err 0.3624 top1 10.156 top5 3.125 | Epoch: [61][550/553] Time 2.444 Data 0.000 Err 0.1790 top1 5.469 top5 1.562 | Epoch: [61][551/553] Time 2.449 Data 0.000 Err 0.1877 top1 4.688 top5 1.562 | Epoch: [61][552/553] Time 2.440 Data 0.001 Err 0.1246 top1 3.125 top5 0.781 | Epoch: [61][553/553] Time 1.030 Data 0.000 Err 0.5549 top1 11.364 top5 4.545 | Test: [61][1/198] Time 2.624 Data 1.894 top1 19.531 ( 19.531) top5 4.688 ( 4.688) | Test: [61][2/198] Time 0.771 Data 0.002 top1 10.938 ( 15.234) top5 1.562 ( 3.125) | Test: [61][3/198] Time 0.749 Data 0.000 top1 21.094 ( 17.188) top5 3.906 ( 3.385) | Test: [61][4/198] Time 0.772 Data 0.001 top1 8.594 ( 15.039) top5 0.781 ( 2.734) | Test: [61][5/198] Time 0.722 Data 0.001 top1 17.969 ( 15.625) top5 3.125 ( 2.812) | Test: [61][6/198] Time 0.719 Data 0.001 top1 5.469 ( 13.932) top5 1.562 ( 2.604) | Test: [61][7/198] Time 0.723 Data 0.001 top1 10.938 ( 13.504) top5 2.344 ( 2.567) | Test: [61][8/198] Time 0.717 Data 0.001 top1 14.062 ( 13.574) top5 3.906 ( 2.734) | Test: [61][9/198] Time 0.732 Data 0.001 top1 8.594 ( 13.021) top5 2.344 ( 2.691) | Test: [61][10/198] Time 0.716 Data 0.001 top1 12.500 ( 12.969) top5 1.562 ( 2.578) | Test: [61][11/198] Time 0.731 Data 0.001 top1 14.062 ( 13.068) top5 2.344 ( 2.557) | Test: [61][12/198] Time 0.776 Data 0.001 top1 10.938 ( 12.891) top5 3.125 ( 2.604) | Test: [61][13/198] Time 0.763 Data 0.001 top1 16.406 ( 13.161) top5 2.344 ( 2.584) | Test: [61][14/198] Time 0.781 Data 0.001 top1 14.062 ( 13.225) top5 1.562 ( 2.511) | Test: [61][15/198] Time 0.773 Data 0.001 top1 11.719 ( 13.125) top5 2.344 ( 2.500) | Test: [61][16/198] Time 0.725 Data 0.001 top1 14.062 ( 13.184) top5 2.344 ( 2.490) | Test: [61][17/198] Time 0.723 Data 0.002 top1 14.844 ( 13.281) top5 3.125 ( 2.528) | Test: [61][18/198] Time 0.729 Data 0.001 top1 10.938 ( 13.151) top5 0.781 ( 2.431) | Test: [61][19/198] Time 0.771 Data 0.001 top1 13.281 ( 13.158) top5 0.781 ( 2.344) | Test: [61][20/198] Time 0.726 Data 0.001 top1 17.969 ( 13.398) top5 3.125 ( 2.383) | Test: [61][21/198] Time 0.725 Data 0.001 top1 9.375 ( 13.207) top5 1.562 ( 2.344) | Test: [61][22/198] Time 0.729 Data 0.001 top1 11.719 ( 13.139) top5 1.562 ( 2.308) | Test: [61][23/198] Time 0.768 Data 0.001 top1 14.062 ( 13.179) top5 0.781 ( 2.242) | Test: [61][24/198] Time 0.736 Data 0.001 top1 10.938 ( 13.086) top5 1.562 ( 2.214) | Test: [61][25/198] Time 0.729 Data 0.003 top1 17.969 ( 13.281) top5 3.906 ( 2.281) | Test: [61][26/198] Time 0.727 Data 0.001 top1 10.156 ( 13.161) top5 1.562 ( 2.254) | Test: [61][27/198] Time 0.729 Data 0.001 top1 12.500 ( 13.137) top5 2.344 ( 2.257) | Test: [61][28/198] Time 0.734 Data 0.001 top1 17.188 ( 13.281) top5 3.125 ( 2.288) | Test: [61][29/198] Time 0.724 Data 0.000 top1 10.938 ( 13.200) top5 1.562 ( 2.263) | Test: [61][30/198] Time 0.722 Data 0.001 top1 10.156 ( 13.099) top5 3.906 ( 2.318) | Test: [61][31/198] Time 0.726 Data 0.001 top1 12.500 ( 13.080) top5 0.781 ( 2.268) | Test: [61][32/198] Time 0.724 Data 0.001 top1 12.500 ( 13.062) top5 3.125 ( 2.295) | Test: [61][33/198] Time 0.729 Data 0.001 top1 11.719 ( 13.021) top5 2.344 ( 2.296) | Test: [61][34/198] Time 0.786 Data 0.001 top1 13.281 ( 13.028) top5 2.344 ( 2.298) | Test: [61][35/198] Time 0.767 Data 0.002 top1 16.406 ( 13.125) top5 2.344 ( 2.299) | Test: [61][36/198] Time 0.728 Data 0.001 top1 14.844 ( 13.173) top5 2.344 ( 2.300) | Test: [61][37/198] Time 0.723 Data 0.001 top1 10.938 ( 13.112) top5 1.562 ( 2.280) | Test: [61][38/198] Time 0.724 Data 0.001 top1 9.375 ( 13.014) top5 3.125 ( 2.303) | Test: [61][39/198] Time 0.726 Data 0.001 top1 10.156 ( 12.941) top5 1.562 ( 2.284) | Test: [61][40/198] Time 0.728 Data 0.001 top1 7.812 ( 12.812) top5 1.562 ( 2.266) | Test: [61][41/198] Time 0.724 Data 0.001 top1 11.719 ( 12.786) top5 2.344 ( 2.268) | Test: [61][42/198] Time 0.781 Data 0.001 top1 11.719 ( 12.760) top5 0.000 ( 2.214) | Test: [61][43/198] Time 0.774 Data 0.001 top1 13.281 ( 12.773) top5 2.344 ( 2.217) | Test: [61][44/198] Time 0.750 Data 0.001 top1 10.156 ( 12.713) top5 1.562 ( 2.202) | Test: [61][45/198] Time 0.760 Data 0.001 top1 12.500 ( 12.708) top5 3.125 ( 2.222) | Test: [61][46/198] Time 0.765 Data 0.000 top1 11.719 ( 12.687) top5 2.344 ( 2.225) | Test: [61][47/198] Time 0.775 Data 0.001 top1 11.719 ( 12.666) top5 0.000 ( 2.178) | Test: [61][48/198] Time 0.746 Data 0.001 top1 11.719 ( 12.646) top5 0.781 ( 2.148) | Test: [61][49/198] Time 0.721 Data 0.001 top1 17.188 ( 12.739) top5 4.688 ( 2.200) | Test: [61][50/198] Time 0.736 Data 0.002 top1 11.719 ( 12.719) top5 3.125 ( 2.219) | Test: [61][51/198] Time 0.720 Data 0.001 top1 10.156 ( 12.669) top5 2.344 ( 2.221) | Test: [61][52/198] Time 0.720 Data 0.001 top1 17.969 ( 12.770) top5 3.906 ( 2.254) | Test: [61][53/198] Time 0.765 Data 0.001 top1 17.969 ( 12.869) top5 4.688 ( 2.300) | Test: [61][54/198] Time 0.735 Data 0.001 top1 13.281 ( 12.876) top5 5.469 ( 2.358) | Test: [61][55/198] Time 0.737 Data 0.001 top1 14.844 ( 12.912) top5 2.344 ( 2.358) | Test: [61][56/198] Time 0.736 Data 0.002 top1 10.938 ( 12.877) top5 3.125 ( 2.372) | Test: [61][57/198] Time 0.758 Data 0.000 top1 15.625 ( 12.925) top5 3.125 ( 2.385) | Test: [61][58/198] Time 0.766 Data 0.000 top1 12.500 ( 12.918) top5 0.781 ( 2.357) | Test: [61][59/198] Time 0.721 Data 0.001 top1 14.844 ( 12.950) top5 3.125 ( 2.370) | Test: [61][60/198] Time 0.718 Data 0.001 top1 7.031 ( 12.852) top5 0.000 ( 2.331) | Test: [61][61/198] Time 0.717 Data 0.001 top1 14.844 ( 12.884) top5 4.688 ( 2.369) | Test: [61][62/198] Time 0.714 Data 0.001 top1 14.062 ( 12.903) top5 4.688 ( 2.407) | Test: [61][63/198] Time 0.719 Data 0.001 top1 10.938 ( 12.872) top5 3.125 ( 2.418) | Test: [61][64/198] Time 0.720 Data 0.000 top1 13.281 ( 12.878) top5 3.125 ( 2.429) | Test: [61][65/198] Time 0.744 Data 0.001 top1 14.844 ( 12.909) top5 3.125 ( 2.440) | Test: [61][66/198] Time 0.730 Data 0.001 top1 9.375 ( 12.855) top5 0.781 ( 2.415) | Test: [61][67/198] Time 0.725 Data 0.001 top1 10.938 ( 12.826) top5 1.562 ( 2.402) | Test: [61][68/198] Time 0.763 Data 0.001 top1 15.625 ( 12.868) top5 4.688 ( 2.436) | Test: [61][69/198] Time 0.752 Data 0.002 top1 10.156 ( 12.828) top5 1.562 ( 2.423) | Test: [61][70/198] Time 0.771 Data 0.001 top1 11.719 ( 12.812) top5 2.344 ( 2.422) | Test: [61][71/198] Time 0.716 Data 0.001 top1 14.062 ( 12.830) top5 3.906 ( 2.443) | Test: [61][72/198] Time 0.715 Data 0.001 top1 8.594 ( 12.771) top5 0.781 ( 2.420) | Test: [61][73/198] Time 0.792 Data 0.001 top1 14.844 ( 12.800) top5 3.906 ( 2.440) | Test: [61][74/198] Time 0.737 Data 0.001 top1 14.062 ( 12.817) top5 2.344 ( 2.439) | Test: [61][75/198] Time 0.728 Data 0.001 top1 16.406 ( 12.865) top5 1.562 ( 2.427) | Test: [61][76/198] Time 0.730 Data 0.001 top1 14.062 ( 12.880) top5 0.781 ( 2.405) | Test: [61][77/198] Time 0.739 Data 0.001 top1 10.156 ( 12.845) top5 2.344 ( 2.405) | Test: [61][78/198] Time 0.729 Data 0.001 top1 11.719 ( 12.831) top5 3.906 ( 2.424) | Test: [61][79/198] Time 0.729 Data 0.001 top1 11.719 ( 12.816) top5 3.906 ( 2.443) | Test: [61][80/198] Time 0.724 Data 0.001 top1 11.719 ( 12.803) top5 2.344 ( 2.441) | Test: [61][81/198] Time 0.761 Data 0.002 top1 17.188 ( 12.857) top5 3.125 ( 2.450) | Test: [61][82/198] Time 0.777 Data 0.001 top1 14.844 ( 12.881) top5 3.906 ( 2.468) | Test: [61][83/198] Time 0.729 Data 0.001 top1 11.719 ( 12.867) top5 0.781 ( 2.447) | Test: [61][84/198] Time 0.714 Data 0.001 top1 16.406 ( 12.909) top5 3.125 ( 2.455) | Test: [61][85/198] Time 0.721 Data 0.001 top1 9.375 ( 12.868) top5 1.562 ( 2.445) | Test: [61][86/198] Time 0.727 Data 0.001 top1 15.625 ( 12.900) top5 3.125 ( 2.453) | Test: [61][87/198] Time 0.716 Data 0.001 top1 12.500 ( 12.895) top5 4.688 ( 2.478) | Test: [61][88/198] Time 0.721 Data 0.001 top1 10.938 ( 12.873) top5 0.781 ( 2.459) | Test: [61][89/198] Time 0.723 Data 0.001 top1 15.625 ( 12.904) top5 1.562 ( 2.449) | Test: [61][90/198] Time 0.716 Data 0.001 top1 14.062 ( 12.917) top5 3.125 ( 2.457) | Test: [61][91/198] Time 0.717 Data 0.001 top1 13.281 ( 12.921) top5 1.562 ( 2.447) | Test: [61][92/198] Time 0.716 Data 0.001 top1 14.844 ( 12.942) top5 3.125 ( 2.454) | Test: [61][93/198] Time 0.718 Data 0.003 top1 10.156 ( 12.912) top5 3.125 ( 2.461) | Test: [61][94/198] Time 0.763 Data 0.000 top1 14.062 ( 12.924) top5 1.562 ( 2.452) | Test: [61][95/198] Time 0.767 Data 0.001 top1 10.938 ( 12.903) top5 2.344 ( 2.451) | Test: [61][96/198] Time 0.813 Data 0.000 top1 14.844 ( 12.923) top5 6.250 ( 2.490) | Test: [61][97/198] Time 0.792 Data 0.001 top1 10.938 ( 12.903) top5 2.344 ( 2.489) | Test: [61][98/198] Time 0.790 Data 0.004 top1 12.500 ( 12.899) top5 3.906 ( 2.503) | Test: [61][99/198] Time 0.752 Data 0.001 top1 17.969 ( 12.950) top5 1.562 ( 2.494) | Test: [61][100/198] Time 0.721 Data 0.001 top1 14.062 ( 12.961) top5 0.781 ( 2.477) | Test: [61][101/198] Time 0.721 Data 0.001 top1 17.188 ( 13.003) top5 5.469 ( 2.506) | Test: [61][102/198] Time 0.718 Data 0.001 top1 8.594 ( 12.960) top5 0.781 ( 2.489) | Test: [61][103/198] Time 0.748 Data 0.001 top1 12.500 ( 12.955) top5 0.781 ( 2.473) | Test: [61][104/198] Time 0.733 Data 0.001 top1 15.625 ( 12.981) top5 2.344 ( 2.471) | Test: [61][105/198] Time 0.819 Data 0.002 top1 10.938 ( 12.961) top5 1.562 ( 2.463) | Test: [61][106/198] Time 0.812 Data 0.000 top1 10.156 ( 12.935) top5 1.562 ( 2.454) | Test: [61][107/198] Time 0.770 Data 0.001 top1 13.281 ( 12.938) top5 0.781 ( 2.439) | Test: [61][108/198] Time 0.781 Data 0.005 top1 10.938 ( 12.920) top5 2.344 ( 2.438) | Test: [61][109/198] Time 0.743 Data 0.001 top1 11.719 ( 12.909) top5 0.781 ( 2.423) | Test: [61][110/198] Time 0.722 Data 0.001 top1 10.156 ( 12.884) top5 1.562 ( 2.415) | Test: [61][111/198] Time 0.727 Data 0.001 top1 11.719 ( 12.873) top5 1.562 ( 2.407) | Test: [61][112/198] Time 0.730 Data 0.001 top1 10.938 ( 12.856) top5 1.562 ( 2.400) | Test: [61][113/198] Time 0.730 Data 0.001 top1 9.375 ( 12.825) top5 0.781 ( 2.385) | Test: [61][114/198] Time 0.730 Data 0.001 top1 10.156 ( 12.802) top5 2.344 ( 2.385) | Test: [61][115/198] Time 0.729 Data 0.001 top1 10.938 ( 12.785) top5 3.125 ( 2.391) | Test: [61][116/198] Time 0.729 Data 0.000 top1 12.500 ( 12.783) top5 1.562 ( 2.384) | Test: [61][117/198] Time 0.719 Data 0.001 top1 12.500 ( 12.780) top5 3.125 ( 2.390) | Test: [61][118/198] Time 0.729 Data 0.001 top1 10.156 ( 12.758) top5 1.562 ( 2.383) | Test: [61][119/198] Time 0.723 Data 0.000 top1 7.031 ( 12.710) top5 0.781 ( 2.370) | Test: [61][120/198] Time 0.731 Data 0.001 top1 13.281 ( 12.715) top5 2.344 ( 2.370) | Test: [61][121/198] Time 0.718 Data 0.001 top1 10.938 ( 12.700) top5 3.125 ( 2.376) | Test: [61][122/198] Time 0.762 Data 0.001 top1 13.281 ( 12.705) top5 2.344 ( 2.376) | Test: [61][123/198] Time 0.755 Data 0.000 top1 9.375 ( 12.678) top5 3.125 ( 2.382) | Test: [61][124/198] Time 0.747 Data 0.001 top1 13.281 ( 12.683) top5 3.125 ( 2.388) | Test: [61][125/198] Time 0.746 Data 0.001 top1 17.188 ( 12.719) top5 3.125 ( 2.394) | Test: [61][126/198] Time 0.722 Data 0.001 top1 14.844 ( 12.736) top5 4.688 ( 2.412) | Test: [61][127/198] Time 0.729 Data 0.004 top1 13.281 ( 12.740) top5 1.562 ( 2.405) | Test: [61][128/198] Time 0.727 Data 0.001 top1 10.156 ( 12.720) top5 0.781 ( 2.393) | Test: [61][129/198] Time 0.723 Data 0.001 top1 14.062 ( 12.730) top5 5.469 ( 2.416) | Test: [61][130/198] Time 0.878 Data 0.001 top1 11.719 ( 12.722) top5 1.562 ( 2.410) | Test: [61][131/198] Time 0.748 Data 0.001 top1 13.281 ( 12.727) top5 1.562 ( 2.403) | Test: [61][132/198] Time 0.736 Data 0.001 top1 9.375 ( 12.701) top5 3.906 ( 2.415) | Test: [61][133/198] Time 0.739 Data 0.002 top1 14.062 ( 12.711) top5 3.906 ( 2.426) | Test: [61][134/198] Time 0.723 Data 0.001 top1 17.188 ( 12.745) top5 5.469 ( 2.449) | Test: [61][135/198] Time 0.754 Data 0.001 top1 10.938 ( 12.731) top5 3.906 ( 2.459) | Test: [61][136/198] Time 0.722 Data 0.001 top1 14.062 ( 12.741) top5 3.125 ( 2.464) | Test: [61][137/198] Time 0.724 Data 0.001 top1 8.594 ( 12.711) top5 0.781 ( 2.452) | Test: [61][138/198] Time 0.813 Data 0.022 top1 15.625 ( 12.732) top5 3.906 ( 2.463) | Test: [61][139/198] Time 0.744 Data 0.000 top1 11.719 ( 12.725) top5 0.781 ( 2.451) | Test: [61][140/198] Time 0.720 Data 0.003 top1 8.594 ( 12.695) top5 0.781 ( 2.439) | Test: [61][141/198] Time 0.714 Data 0.001 top1 8.594 ( 12.666) top5 1.562 ( 2.432) | Test: [61][142/198] Time 0.728 Data 0.001 top1 11.719 ( 12.660) top5 3.906 ( 2.443) | Test: [61][143/198] Time 0.719 Data 0.001 top1 9.375 ( 12.637) top5 0.781 ( 2.431) | Test: [61][144/198] Time 0.722 Data 0.000 top1 10.938 ( 12.625) top5 2.344 ( 2.431) | Test: [61][145/198] Time 0.720 Data 0.001 top1 11.719 ( 12.619) top5 3.906 ( 2.441) | Test: [61][146/198] Time 0.731 Data 0.000 top1 11.719 ( 12.612) top5 1.562 ( 2.435) | Test: [61][147/198] Time 0.717 Data 0.002 top1 7.812 ( 12.580) top5 0.781 ( 2.423) | Test: [61][148/198] Time 0.721 Data 0.001 top1 16.406 ( 12.606) top5 3.125 ( 2.428) | Test: [61][149/198] Time 0.721 Data 0.001 top1 9.375 ( 12.584) top5 3.125 ( 2.433) | Test: [61][150/198] Time 0.736 Data 0.001 top1 13.281 ( 12.589) top5 2.344 ( 2.432) | Test: [61][151/198] Time 0.741 Data 0.004 top1 13.281 ( 12.593) top5 0.781 ( 2.421) | Test: [61][152/198] Time 0.731 Data 0.004 top1 14.844 ( 12.608) top5 3.125 ( 2.426) | Test: [61][153/198] Time 0.752 Data 0.001 top1 12.500 ( 12.607) top5 2.344 ( 2.425) | Test: [61][154/198] Time 0.766 Data 0.001 top1 15.625 ( 12.627) top5 3.125 ( 2.430) | Test: [61][155/198] Time 0.727 Data 0.001 top1 7.812 ( 12.596) top5 0.781 ( 2.419) | Test: [61][156/198] Time 0.730 Data 0.001 top1 7.812 ( 12.565) top5 3.906 ( 2.429) | Test: [61][157/198] Time 0.727 Data 0.007 top1 13.281 ( 12.570) top5 2.344 ( 2.428) | Test: [61][158/198] Time 0.766 Data 0.001 top1 11.719 ( 12.564) top5 2.344 ( 2.428) | Test: [61][159/198] Time 0.779 Data 0.001 top1 11.719 ( 12.559) top5 2.344 ( 2.427) | Test: [61][160/198] Time 0.780 Data 0.001 top1 12.500 ( 12.559) top5 3.125 ( 2.432) | Test: [61][161/198] Time 0.725 Data 0.001 top1 11.719 ( 12.553) top5 3.125 ( 2.436) | Test: [61][162/198] Time 0.788 Data 0.001 top1 5.469 ( 12.510) top5 0.781 ( 2.426) | Test: [61][163/198] Time 0.803 Data 0.001 top1 14.844 ( 12.524) top5 3.125 ( 2.430) | Test: [61][164/198] Time 0.726 Data 0.001 top1 15.625 ( 12.543) top5 3.906 ( 2.439) | Test: [61][165/198] Time 0.733 Data 0.001 top1 17.188 ( 12.571) top5 3.906 ( 2.448) | Test: [61][166/198] Time 0.765 Data 0.001 top1 8.594 ( 12.547) top5 0.781 ( 2.438) | Test: [61][167/198] Time 0.732 Data 0.001 top1 10.156 ( 12.533) top5 1.562 ( 2.433) | Test: [61][168/198] Time 0.729 Data 0.001 top1 10.938 ( 12.523) top5 1.562 ( 2.427) | Test: [61][169/198] Time 0.735 Data 0.001 top1 18.750 ( 12.560) top5 3.906 ( 2.436) | Test: [61][170/198] Time 0.732 Data 0.001 top1 11.719 ( 12.555) top5 3.906 ( 2.445) | Test: [61][171/198] Time 0.726 Data 0.001 top1 12.500 ( 12.555) top5 3.906 ( 2.453) | Test: [61][172/198] Time 0.730 Data 0.001 top1 9.375 ( 12.536) top5 0.000 ( 2.439) | Test: [61][173/198] Time 0.722 Data 0.001 top1 8.594 ( 12.514) top5 3.906 ( 2.448) | Test: [61][174/198] Time 0.726 Data 0.000 top1 11.719 ( 12.509) top5 1.562 ( 2.443) | Test: [61][175/198] Time 0.723 Data 0.003 top1 12.500 ( 12.509) top5 5.469 ( 2.460) | Test: [61][176/198] Time 0.717 Data 0.000 top1 13.281 ( 12.513) top5 0.781 ( 2.450) | Test: [61][177/198] Time 0.721 Data 0.001 top1 7.812 ( 12.487) top5 1.562 ( 2.445) | Test: [61][178/198] Time 0.723 Data 0.001 top1 10.156 ( 12.474) top5 2.344 ( 2.445) | Test: [61][179/198] Time 0.717 Data 0.001 top1 11.719 ( 12.469) top5 1.562 ( 2.440) | Test: [61][180/198] Time 0.727 Data 0.003 top1 8.594 ( 12.448) top5 2.344 ( 2.439) | Test: [61][181/198] Time 0.726 Data 0.002 top1 14.844 ( 12.461) top5 5.469 ( 2.456) | Test: [61][182/198] Time 0.729 Data 0.001 top1 11.719 ( 12.457) top5 3.125 ( 2.460) | Test: [61][183/198] Time 0.714 Data 0.001 top1 14.844 ( 12.470) top5 4.688 ( 2.472) | Test: [61][184/198] Time 0.729 Data 0.001 top1 14.844 ( 12.483) top5 6.250 ( 2.492) | Test: [61][185/198] Time 0.719 Data 0.001 top1 13.281 ( 12.487) top5 3.125 ( 2.496) | Test: [61][186/198] Time 0.722 Data 0.001 top1 10.156 ( 12.475) top5 3.906 ( 2.503) | Test: [61][187/198] Time 0.724 Data 0.001 top1 17.188 ( 12.500) top5 5.469 ( 2.519) | Test: [61][188/198] Time 0.724 Data 0.000 top1 10.156 ( 12.488) top5 3.125 ( 2.522) | Test: [61][189/198] Time 0.728 Data 0.000 top1 12.500 ( 12.488) top5 1.562 ( 2.517) | Test: [61][190/198] Time 0.725 Data 0.000 top1 7.812 ( 12.463) top5 1.562 ( 2.512) | Test: [61][191/198] Time 0.730 Data 0.000 top1 14.062 ( 12.471) top5 3.125 ( 2.516) | Test: [61][192/198] Time 0.721 Data 0.000 top1 12.500 ( 12.472) top5 1.562 ( 2.511) | Test: [61][193/198] Time 0.724 Data 0.001 top1 9.375 ( 12.455) top5 0.781 ( 2.502) | Test: [61][194/198] Time 0.718 Data 0.000 top1 4.688 ( 12.415) top5 2.344 ( 2.501) | Test: [61][195/198] Time 0.728 Data 0.000 top1 7.812 ( 12.392) top5 1.562 ( 2.496) | Test: [61][196/198] Time 0.741 Data 0.012 top1 15.625 ( 12.408) top5 3.906 ( 2.503) | Test: [61][197/198] Time 0.256 Data 0.000 top1 11.765 ( 12.405) top5 2.941 ( 2.505) | Test: [61][198/198] Time 0.711 Data 0.000 top1 16.406 ( 12.425) top5 0.781 ( 2.497) * Finished epoch # 61 top1: 12.425 top5: 2.497 Epoch 62 => Training epoch # 62 | Epoch: [62][1/553] Time 33.961 Data 31.446 Err 0.2538 top1 7.031 top5 2.344 | Epoch: [62][2/553] Time 2.436 Data 0.008 Err 0.2008 top1 5.469 top5 0.781 | Epoch: [62][3/553] Time 2.430 Data 0.001 Err 0.2649 top1 9.375 top5 2.344 | Epoch: [62][4/553] Time 2.443 Data 0.001 Err 0.2021 top1 5.469 top5 0.781 | Epoch: [62][5/553] Time 2.426 Data 0.001 Err 0.2948 top1 7.812 top5 1.562 | Epoch: [62][6/553] Time 2.429 Data 0.000 Err 0.2543 top1 7.031 top5 1.562 | Epoch: [62][7/553] Time 2.433 Data 0.000 Err 0.1648 top1 5.469 top5 0.781 | Epoch: [62][8/553] Time 2.432 Data 0.000 Err 0.3126 top1 11.719 top5 2.344 | Epoch: [62][9/553] Time 31.885 Data 29.384 Err 0.2156 top1 5.469 top5 1.562 | Epoch: [62][10/553] Time 2.449 Data 0.007 Err 0.2055 top1 4.688 top5 0.781 | Epoch: [62][11/553] Time 2.465 Data 0.001 Err 0.2631 top1 7.031 top5 2.344 | Epoch: [62][12/553] Time 2.463 Data 0.001 Err 0.3353 top1 7.812 top5 3.125 | Epoch: [62][13/553] Time 2.447 Data 0.001 Err 0.3843 top1 8.594 top5 3.125 | Epoch: [62][14/553] Time 2.464 Data 0.001 Err 0.2244 top1 4.688 top5 2.344 | Epoch: [62][15/553] Time 2.458 Data 0.001 Err 0.1008 top1 1.562 top5 0.000 | Epoch: [62][16/553] Time 2.435 Data 0.002 Err 0.3243 top1 7.812 top5 3.125 | Epoch: [62][17/553] Time 2.430 Data 0.001 Err 0.1961 top1 4.688 top5 0.781 | Epoch: [62][18/553] Time 2.447 Data 0.001 Err 0.3185 top1 9.375 top5 2.344 | Epoch: [62][19/553] Time 2.456 Data 0.001 Err 0.1603 top1 3.906 top5 1.562 | Epoch: [62][20/553] Time 2.428 Data 0.001 Err 0.2805 top1 6.250 top5 0.781 | Epoch: [62][21/553] Time 2.470 Data 0.001 Err 0.3212 top1 5.469 top5 5.469 | Epoch: [62][22/553] Time 2.438 Data 0.001 Err 0.2132 top1 5.469 top5 1.562 | Epoch: [62][23/553] Time 2.467 Data 0.001 Err 0.2282 top1 5.469 top5 0.781 | Epoch: [62][24/553] Time 2.441 Data 0.001 Err 0.3578 top1 9.375 top5 3.906 | Epoch: [62][25/553] Time 2.489 Data 0.001 Err 0.2836 top1 8.594 top5 1.562 | Epoch: [62][26/553] Time 2.437 Data 0.001 Err 0.2668 top1 6.250 top5 2.344 | Epoch: [62][27/553] Time 2.431 Data 0.003 Err 0.2612 top1 6.250 top5 1.562 | Epoch: [62][28/553] Time 2.468 Data 0.001 Err 0.1344 top1 2.344 top5 0.000 | Epoch: [62][29/553] Time 2.447 Data 0.001 Err 0.2330 top1 6.250 top5 1.562 | Epoch: [62][30/553] Time 2.445 Data 0.001 Err 0.4416 top1 10.156 top5 2.344 | Epoch: [62][31/553] Time 2.440 Data 0.001 Err 0.2044 top1 4.688 top5 2.344 | Epoch: [62][32/553] Time 2.450 Data 0.001 Err 0.2809 top1 10.156 top5 0.000 | Epoch: [62][33/553] Time 2.483 Data 0.001 Err 0.3658 top1 7.031 top5 3.906 | Epoch: [62][34/553] Time 2.433 Data 0.000 Err 0.2533 top1 7.812 top5 1.562 | Epoch: [62][35/553] Time 2.432 Data 0.001 Err 0.3473 top1 10.938 top5 3.125 | Epoch: [62][36/553] Time 2.436 Data 0.000 Err 0.4330 top1 9.375 top5 4.688 | Epoch: [62][37/553] Time 2.477 Data 0.001 Err 0.2511 top1 8.594 top5 1.562 | Epoch: [62][38/553] Time 2.473 Data 0.002 Err 0.2859 top1 7.812 top5 2.344 | Epoch: [62][39/553] Time 2.455 Data 0.001 Err 0.2023 top1 5.469 top5 0.781 | Epoch: [62][40/553] Time 2.437 Data 0.001 Err 0.1530 top1 4.688 top5 0.781 | Epoch: [62][41/553] Time 2.436 Data 0.001 Err 0.2425 top1 7.812 top5 0.781 | Epoch: [62][42/553] Time 2.475 Data 0.001 Err 0.1819 top1 5.469 top5 0.781 | Epoch: [62][43/553] Time 2.432 Data 0.000 Err 0.1105 top1 3.906 top5 0.000 | Epoch: [62][44/553] Time 2.443 Data 0.001 Err 0.2064 top1 5.469 top5 1.562 | Epoch: [62][45/553] Time 2.437 Data 0.001 Err 0.1268 top1 4.688 top5 0.000 | Epoch: [62][46/553] Time 2.443 Data 0.001 Err 0.2450 top1 6.250 top5 3.125 | Epoch: [62][47/553] Time 2.454 Data 0.003 Err 0.2550 top1 9.375 top5 0.781 | Epoch: [62][48/553] Time 2.438 Data 0.001 Err 0.2678 top1 6.250 top5 2.344 | Epoch: [62][49/553] Time 2.463 Data 0.001 Err 0.3145 top1 8.594 top5 2.344 | Epoch: [62][50/553] Time 2.467 Data 0.001 Err 0.2777 top1 6.250 top5 1.562 | Epoch: [62][51/553] Time 2.450 Data 0.001 Err 0.2372 top1 5.469 top5 1.562 | Epoch: [62][52/553] Time 2.438 Data 0.001 Err 0.2346 top1 7.031 top5 0.781 | Epoch: [62][53/553] Time 2.484 Data 0.000 Err 0.3589 top1 7.031 top5 3.125 | Epoch: [62][54/553] Time 2.471 Data 0.001 Err 0.2210 top1 5.469 top5 0.781 | Epoch: [62][55/553] Time 2.448 Data 0.001 Err 0.2545 top1 7.031 top5 2.344 | Epoch: [62][56/553] Time 2.441 Data 0.001 Err 0.3491 top1 8.594 top5 3.906 | Epoch: [62][57/553] Time 2.482 Data 0.001 Err 0.1835 top1 6.250 top5 1.562 | Epoch: [62][58/553] Time 2.493 Data 0.001 Err 0.2924 top1 10.938 top5 1.562 | Epoch: [62][59/553] Time 2.464 Data 0.001 Err 0.3527 top1 8.594 top5 2.344 | Epoch: [62][60/553] Time 2.496 Data 0.000 Err 0.2760 top1 7.031 top5 0.781 | Epoch: [62][61/553] Time 2.479 Data 0.001 Err 0.1833 top1 3.906 top5 1.562 | Epoch: [62][62/553] Time 2.456 Data 0.000 Err 0.2640 top1 6.250 top5 0.781 | Epoch: [62][63/553] Time 2.448 Data 0.001 Err 0.2934 top1 7.812 top5 3.125 | Epoch: [62][64/553] Time 2.449 Data 0.001 Err 0.2123 top1 5.469 top5 1.562 | Epoch: [62][65/553] Time 2.441 Data 0.001 Err 0.2774 top1 7.812 top5 2.344 | Epoch: [62][66/553] Time 2.503 Data 0.001 Err 0.2538 top1 7.031 top5 1.562 | Epoch: [62][67/553] Time 2.452 Data 0.001 Err 0.2709 top1 4.688 top5 3.906 | Epoch: [62][68/553] Time 2.445 Data 0.001 Err 0.4166 top1 8.594 top5 3.906 | Epoch: [62][69/553] Time 2.436 Data 0.001 Err 0.2873 top1 9.375 top5 1.562 | Epoch: [62][70/553] Time 2.521 Data 0.001 Err 0.1939 top1 7.031 top5 0.781 | Epoch: [62][71/553] Time 2.453 Data 0.000 Err 0.2981 top1 7.812 top5 1.562 | Epoch: [62][72/553] Time 2.482 Data 0.001 Err 0.3092 top1 11.719 top5 2.344 | Epoch: [62][73/553] Time 2.452 Data 0.001 Err 0.1928 top1 4.688 top5 2.344 | Epoch: [62][74/553] Time 2.457 Data 0.001 Err 0.2820 top1 6.250 top5 3.125 | Epoch: [62][75/553] Time 2.454 Data 0.000 Err 0.3092 top1 8.594 top5 3.125 | Epoch: [62][76/553] Time 2.467 Data 0.001 Err 0.2329 top1 7.031 top5 1.562 | Epoch: [62][77/553] Time 2.489 Data 0.001 Err 0.1992 top1 3.906 top5 1.562 | Epoch: [62][78/553] Time 2.471 Data 0.001 Err 0.2661 top1 7.812 top5 0.781 | Epoch: [62][79/553] Time 2.436 Data 0.001 Err 0.2814 top1 8.594 top5 0.781 | Epoch: [62][80/553] Time 2.468 Data 0.001 Err 0.1645 top1 4.688 top5 0.781 | Epoch: [62][81/553] Time 2.450 Data 0.001 Err 0.2893 top1 7.812 top5 1.562 | Epoch: [62][82/553] Time 2.472 Data 0.000 Err 0.2644 top1 6.250 top5 0.781 | Epoch: [62][83/553] Time 2.466 Data 0.001 Err 0.2672 top1 8.594 top5 1.562 | Epoch: [62][84/553] Time 2.451 Data 0.001 Err 0.2932 top1 7.812 top5 1.562 | Epoch: [62][85/553] Time 2.452 Data 0.003 Err 0.2791 top1 8.594 top5 3.125 | Epoch: [62][86/553] Time 2.486 Data 0.005 Err 0.2345 top1 4.688 top5 0.781 | Epoch: [62][87/553] Time 2.453 Data 0.001 Err 0.1823 top1 3.906 top5 0.781 | Epoch: [62][88/553] Time 2.505 Data 0.001 Err 0.2249 top1 8.594 top5 1.562 | Epoch: [62][89/553] Time 2.464 Data 0.001 Err 0.3050 top1 7.812 top5 1.562 | Epoch: [62][90/553] Time 2.441 Data 0.000 Err 0.2887 top1 6.250 top5 3.906 | Epoch: [62][91/553] Time 2.444 Data 0.001 Err 0.2732 top1 7.812 top5 2.344 | Epoch: [62][92/553] Time 2.451 Data 0.001 Err 0.3580 top1 7.812 top5 1.562 | Epoch: [62][93/553] Time 2.477 Data 0.001 Err 0.2970 top1 8.594 top5 2.344 | Epoch: [62][94/553] Time 2.457 Data 0.001 Err 0.3322 top1 7.812 top5 1.562 | Epoch: [62][95/553] Time 2.449 Data 0.001 Err 0.2296 top1 7.812 top5 0.000 | Epoch: [62][96/553] Time 2.448 Data 0.001 Err 0.3588 top1 10.938 top5 1.562 | Epoch: [62][97/553] Time 2.467 Data 0.001 Err 0.3035 top1 9.375 top5 1.562 | Epoch: [62][98/553] Time 2.472 Data 0.001 Err 0.2140 top1 3.906 top5 1.562 | Epoch: [62][99/553] Time 2.465 Data 0.001 Err 0.1447 top1 3.906 top5 2.344 | Epoch: [62][100/553] Time 2.446 Data 0.001 Err 0.2092 top1 3.125 top5 1.562 | Epoch: [62][101/553] Time 2.466 Data 0.001 Err 0.2863 top1 7.812 top5 2.344 | Epoch: [62][102/553] Time 2.491 Data 0.001 Err 0.2493 top1 6.250 top5 1.562 | Epoch: [62][103/553] Time 2.485 Data 0.001 Err 0.2969 top1 8.594 top5 2.344 | Epoch: [62][104/553] Time 2.445 Data 0.001 Err 0.3181 top1 7.031 top5 2.344 | Epoch: [62][105/553] Time 2.471 Data 0.001 Err 0.3493 top1 10.938 top5 3.125 | Epoch: [62][106/553] Time 2.455 Data 0.000 Err 0.1489 top1 4.688 top5 0.781 | Epoch: [62][107/553] Time 2.440 Data 0.001 Err 0.2328 top1 6.250 top5 1.562 | Epoch: [62][108/553] Time 2.478 Data 0.001 Err 0.1690 top1 5.469 top5 0.000 | Epoch: [62][109/553] Time 2.474 Data 0.000 Err 0.3758 top1 9.375 top5 1.562 | Epoch: [62][110/553] Time 2.439 Data 0.001 Err 0.2966 top1 6.250 top5 3.906 | Epoch: [62][111/553] Time 2.466 Data 0.001 Err 0.2012 top1 6.250 top5 2.344 | Epoch: [62][112/553] Time 2.440 Data 0.001 Err 0.1904 top1 3.906 top5 0.781 | Epoch: [62][113/553] Time 2.444 Data 0.001 Err 0.2243 top1 6.250 top5 1.562 | Epoch: [62][114/553] Time 2.449 Data 0.002 Err 0.3098 top1 8.594 top5 3.906 | Epoch: [62][115/553] Time 2.460 Data 0.001 Err 0.1935 top1 4.688 top5 0.781 | Epoch: [62][116/553] Time 2.503 Data 0.001 Err 0.1075 top1 2.344 top5 0.000 | Epoch: [62][117/553] Time 2.445 Data 0.000 Err 0.2412 top1 6.250 top5 2.344 | Epoch: [62][118/553] Time 2.456 Data 0.001 Err 0.1660 top1 5.469 top5 0.781 | Epoch: [62][119/553] Time 2.445 Data 0.000 Err 0.2485 top1 7.031 top5 1.562 | Epoch: [62][120/553] Time 2.445 Data 0.001 Err 0.1979 top1 4.688 top5 2.344 | Epoch: [62][121/553] Time 2.441 Data 0.001 Err 0.3450 top1 9.375 top5 2.344 | Epoch: [62][122/553] Time 2.444 Data 0.001 Err 0.2624 top1 7.031 top5 1.562 | Epoch: [62][123/553] Time 2.441 Data 0.001 Err 0.2526 top1 5.469 top5 3.125 | Epoch: [62][124/553] Time 2.449 Data 0.006 Err 0.3490 top1 7.812 top5 2.344 | Epoch: [62][125/553] Time 2.438 Data 0.001 Err 0.1699 top1 3.125 top5 2.344 | Epoch: [62][126/553] Time 2.474 Data 0.001 Err 0.2038 top1 4.688 top5 1.562 | Epoch: [62][127/553] Time 2.446 Data 0.001 Err 0.1645 top1 4.688 top5 0.781 | Epoch: [62][128/553] Time 2.479 Data 0.001 Err 0.3228 top1 8.594 top5 2.344 | Epoch: [62][129/553] Time 2.449 Data 0.000 Err 0.3726 top1 8.594 top5 1.562 | Epoch: [62][130/553] Time 2.462 Data 0.001 Err 0.1830 top1 4.688 top5 1.562 | Epoch: [62][131/553] Time 2.471 Data 0.001 Err 0.1881 top1 8.594 top5 0.781 | Epoch: [62][132/553] Time 2.437 Data 0.001 Err 0.2534 top1 6.250 top5 1.562 | Epoch: [62][133/553] Time 2.445 Data 0.003 Err 0.2971 top1 6.250 top5 3.906 | Epoch: [62][134/553] Time 2.453 Data 0.001 Err 0.3043 top1 7.812 top5 3.125 | Epoch: [62][135/553] Time 2.460 Data 0.000 Err 0.2882 top1 7.812 top5 3.125 | Epoch: [62][136/553] Time 2.444 Data 0.000 Err 0.3222 top1 9.375 top5 3.906 | Epoch: [62][137/553] Time 2.446 Data 0.001 Err 0.1737 top1 3.906 top5 0.781 | Epoch: [62][138/553] Time 2.488 Data 0.001 Err 0.2712 top1 7.031 top5 3.125 | Epoch: [62][139/553] Time 2.461 Data 0.001 Err 0.1798 top1 5.469 top5 0.781 | Epoch: [62][140/553] Time 2.435 Data 0.001 Err 0.1838 top1 3.906 top5 0.781 | Epoch: [62][141/553] Time 2.475 Data 0.001 Err 0.2841 top1 7.031 top5 2.344 | Epoch: [62][142/553] Time 2.448 Data 0.001 Err 0.4408 top1 10.938 top5 3.906 | Epoch: [62][143/553] Time 2.439 Data 0.004 Err 0.3132 top1 9.375 top5 2.344 | Epoch: [62][144/553] Time 2.523 Data 0.001 Err 0.2138 top1 5.469 top5 0.781 | Epoch: [62][145/553] Time 2.467 Data 0.001 Err 0.3113 top1 7.812 top5 2.344 | Epoch: [62][146/553] Time 2.434 Data 0.001 Err 0.2589 top1 6.250 top5 1.562 | Epoch: [62][147/553] Time 2.440 Data 0.001 Err 0.1998 top1 4.688 top5 0.000 | Epoch: [62][148/553] Time 2.451 Data 0.001 Err 0.2897 top1 8.594 top5 1.562 | Epoch: [62][149/553] Time 2.459 Data 0.001 Err 0.2674 top1 7.031 top5 1.562 | Epoch: [62][150/553] Time 2.468 Data 0.001 Err 0.3074 top1 9.375 top5 2.344 | Epoch: [62][151/553] Time 2.448 Data 0.001 Err 0.2551 top1 3.906 top5 3.125 | Epoch: [62][152/553] Time 2.500 Data 0.001 Err 0.3258 top1 10.156 top5 3.125 | Epoch: [62][153/553] Time 2.505 Data 0.001 Err 0.2202 top1 7.812 top5 0.781 | Epoch: [62][154/553] Time 2.512 Data 0.001 Err 0.1453 top1 3.125 top5 0.781 | Epoch: [62][155/553] Time 2.497 Data 0.001 Err 0.2537 top1 6.250 top5 2.344 | Epoch: [62][156/553] Time 2.509 Data 0.001 Err 0.2917 top1 8.594 top5 4.688 | Epoch: [62][157/553] Time 2.446 Data 0.001 Err 0.1268 top1 3.906 top5 0.781 | Epoch: [62][158/553] Time 2.471 Data 0.001 Err 0.2582 top1 4.688 top5 3.125 | Epoch: [62][159/553] Time 2.469 Data 0.001 Err 0.1673 top1 4.688 top5 1.562 | Epoch: [62][160/553] Time 2.465 Data 0.001 Err 0.2760 top1 4.688 top5 2.344 | Epoch: [62][161/553] Time 2.466 Data 0.001 Err 0.3383 top1 8.594 top5 3.125 | Epoch: [62][162/553] Time 2.486 Data 0.006 Err 0.1496 top1 3.906 top5 1.562 | Epoch: [62][163/553] Time 2.494 Data 0.001 Err 0.2557 top1 7.031 top5 2.344 | Epoch: [62][164/553] Time 2.453 Data 0.001 Err 0.2835 top1 7.031 top5 4.688 | Epoch: [62][165/553] Time 2.435 Data 0.001 Err 0.2293 top1 5.469 top5 0.781 | Epoch: [62][166/553] Time 2.443 Data 0.001 Err 0.1878 top1 5.469 top5 0.781 | Epoch: [62][167/553] Time 2.452 Data 0.001 Err 0.2510 top1 7.031 top5 3.125 | Epoch: [62][168/553] Time 2.450 Data 0.001 Err 0.1878 top1 5.469 top5 0.781 | Epoch: [62][169/553] Time 2.446 Data 0.001 Err 0.3147 top1 6.250 top5 3.125 | Epoch: [62][170/553] Time 2.442 Data 0.001 Err 0.1642 top1 3.125 top5 0.781 | Epoch: [62][171/553] Time 2.432 Data 0.001 Err 0.2176 top1 7.031 top5 2.344 | Epoch: [62][172/553] Time 2.474 Data 0.001 Err 0.2747 top1 7.812 top5 3.125 | Epoch: [62][173/553] Time 2.448 Data 0.001 Err 0.3080 top1 6.250 top5 3.125 | Epoch: [62][174/553] Time 2.438 Data 0.001 Err 0.2906 top1 8.594 top5 2.344 | Epoch: [62][175/553] Time 2.458 Data 0.001 Err 0.3051 top1 7.812 top5 2.344 | Epoch: [62][176/553] Time 2.451 Data 0.001 Err 0.2638 top1 8.594 top5 1.562 | Epoch: [62][177/553] Time 2.456 Data 0.001 Err 0.1924 top1 3.125 top5 1.562 | Epoch: [62][178/553] Time 2.506 Data 0.001 Err 0.2285 top1 5.469 top5 1.562 | Epoch: [62][179/553] Time 2.453 Data 0.001 Err 0.1256 top1 4.688 top5 0.781 | Epoch: [62][180/553] Time 2.450 Data 0.001 Err 0.2865 top1 7.031 top5 2.344 | Epoch: [62][181/553] Time 2.456 Data 0.005 Err 0.3633 top1 9.375 top5 3.125 | Epoch: [62][182/553] Time 2.482 Data 0.001 Err 0.2733 top1 7.031 top5 1.562 | Epoch: [62][183/553] Time 2.439 Data 0.001 Err 0.2907 top1 7.812 top5 2.344 | Epoch: [62][184/553] Time 2.477 Data 0.001 Err 0.2715 top1 7.812 top5 2.344 | Epoch: [62][185/553] Time 2.452 Data 0.001 Err 0.3611 top1 11.719 top5 3.906 | Epoch: [62][186/553] Time 2.463 Data 0.001 Err 0.2432 top1 6.250 top5 2.344 | Epoch: [62][187/553] Time 2.448 Data 0.001 Err 0.2712 top1 7.812 top5 1.562 | Epoch: [62][188/553] Time 2.484 Data 0.001 Err 0.3844 top1 9.375 top5 3.906 | Epoch: [62][189/553] Time 2.479 Data 0.001 Err 0.2480 top1 5.469 top5 3.125 | Epoch: [62][190/553] Time 2.484 Data 0.001 Err 0.2878 top1 6.250 top5 1.562 | Epoch: [62][191/553] Time 2.455 Data 0.001 Err 0.3039 top1 9.375 top5 1.562 | Epoch: [62][192/553] Time 2.516 Data 0.001 Err 0.2128 top1 5.469 top5 2.344 | Epoch: [62][193/553] Time 2.461 Data 0.001 Err 0.3687 top1 8.594 top5 3.125 | Epoch: [62][194/553] Time 2.444 Data 0.001 Err 0.1839 top1 3.125 top5 0.000 | Epoch: [62][195/553] Time 2.446 Data 0.001 Err 0.2550 top1 6.250 top5 3.125 | Epoch: [62][196/553] Time 2.449 Data 0.001 Err 0.2298 top1 7.812 top5 1.562 | Epoch: [62][197/553] Time 2.470 Data 0.001 Err 0.3192 top1 8.594 top5 3.125 | Epoch: [62][198/553] Time 2.475 Data 0.001 Err 0.2198 top1 6.250 top5 2.344 | Epoch: [62][199/553] Time 2.435 Data 0.001 Err 0.2333 top1 8.594 top5 0.781 | Epoch: [62][200/553] Time 2.453 Data 0.004 Err 0.2276 top1 6.250 top5 0.781 | Epoch: [62][201/553] Time 2.450 Data 0.001 Err 0.2645 top1 7.812 top5 0.781 | Epoch: [62][202/553] Time 2.448 Data 0.001 Err 0.1927 top1 5.469 top5 2.344 | Epoch: [62][203/553] Time 2.488 Data 0.001 Err 0.2827 top1 6.250 top5 2.344 | Epoch: [62][204/553] Time 2.462 Data 0.000 Err 0.1656 top1 5.469 top5 0.781 | Epoch: [62][205/553] Time 2.449 Data 0.001 Err 0.2753 top1 6.250 top5 1.562 | Epoch: [62][206/553] Time 2.447 Data 0.001 Err 0.2632 top1 5.469 top5 1.562 | Epoch: [62][207/553] Time 2.439 Data 0.001 Err 0.1942 top1 5.469 top5 0.781 | Epoch: [62][208/553] Time 2.440 Data 0.001 Err 0.1089 top1 1.562 top5 0.781 | Epoch: [62][209/553] Time 2.498 Data 0.001 Err 0.1845 top1 6.250 top5 0.781 | Epoch: [62][210/553] Time 2.499 Data 0.001 Err 0.3285 top1 10.938 top5 1.562 | Epoch: [62][211/553] Time 2.448 Data 0.001 Err 0.1412 top1 5.469 top5 0.781 | Epoch: [62][212/553] Time 2.444 Data 0.000 Err 0.3036 top1 7.812 top5 3.906 | Epoch: [62][213/553] Time 2.489 Data 0.001 Err 0.2700 top1 7.812 top5 0.781 | Epoch: [62][214/553] Time 2.453 Data 0.001 Err 0.2967 top1 6.250 top5 3.906 | Epoch: [62][215/553] Time 2.453 Data 0.001 Err 0.1851 top1 4.688 top5 0.781 | Epoch: [62][216/553] Time 2.443 Data 0.001 Err 0.3779 top1 10.938 top5 4.688 | Epoch: [62][217/553] Time 2.447 Data 0.001 Err 0.2406 top1 5.469 top5 1.562 | Epoch: [62][218/553] Time 2.468 Data 0.001 Err 0.1566 top1 3.125 top5 1.562 | Epoch: [62][219/553] Time 2.444 Data 0.004 Err 0.2757 top1 5.469 top5 2.344 | Epoch: [62][220/553] Time 2.466 Data 0.001 Err 0.3956 top1 8.594 top5 3.125 | Epoch: [62][221/553] Time 2.494 Data 0.001 Err 0.2056 top1 5.469 top5 0.000 | Epoch: [62][222/553] Time 2.448 Data 0.001 Err 0.2786 top1 8.594 top5 1.562 | Epoch: [62][223/553] Time 2.451 Data 0.001 Err 0.1795 top1 3.906 top5 0.781 | Epoch: [62][224/553] Time 2.447 Data 0.001 Err 0.3556 top1 7.812 top5 3.906 | Epoch: [62][225/553] Time 2.447 Data 0.001 Err 0.1964 top1 6.250 top5 0.781 | Epoch: [62][226/553] Time 2.442 Data 0.001 Err 0.2439 top1 7.031 top5 1.562 | Epoch: [62][227/553] Time 2.509 Data 0.001 Err 0.1495 top1 2.344 top5 1.562 | Epoch: [62][228/553] Time 2.473 Data 0.001 Err 0.2527 top1 7.031 top5 1.562 | Epoch: [62][229/553] Time 2.463 Data 0.001 Err 0.3074 top1 9.375 top5 2.344 | Epoch: [62][230/553] Time 2.490 Data 0.001 Err 0.1750 top1 3.906 top5 0.781 | Epoch: [62][231/553] Time 2.476 Data 0.001 Err 0.1472 top1 4.688 top5 0.000 | Epoch: [62][232/553] Time 2.477 Data 0.001 Err 0.2510 top1 10.156 top5 0.781 | Epoch: [62][233/553] Time 2.467 Data 0.000 Err 0.2284 top1 4.688 top5 2.344 | Epoch: [62][234/553] Time 2.470 Data 0.001 Err 0.2892 top1 7.031 top5 2.344 | Epoch: [62][235/553] Time 2.443 Data 0.001 Err 0.3574 top1 10.938 top5 3.125 | Epoch: [62][236/553] Time 2.486 Data 0.001 Err 0.2476 top1 6.250 top5 1.562 | Epoch: [62][237/553] Time 2.448 Data 0.001 Err 0.2796 top1 9.375 top5 1.562 | Epoch: [62][238/553] Time 2.442 Data 0.004 Err 0.2191 top1 5.469 top5 3.125 | Epoch: [62][239/553] Time 2.444 Data 0.001 Err 0.3955 top1 8.594 top5 4.688 | Epoch: [62][240/553] Time 2.440 Data 0.001 Err 0.2227 top1 5.469 top5 1.562 | Epoch: [62][241/553] Time 2.451 Data 0.001 Err 0.1930 top1 2.344 top5 1.562 | Epoch: [62][242/553] Time 2.468 Data 0.001 Err 0.1829 top1 4.688 top5 0.000 | Epoch: [62][243/553] Time 2.466 Data 0.001 Err 0.2553 top1 6.250 top5 0.781 | Epoch: [62][244/553] Time 2.479 Data 0.001 Err 0.1852 top1 6.250 top5 0.781 | Epoch: [62][245/553] Time 2.437 Data 0.001 Err 0.2910 top1 8.594 top5 2.344 | Epoch: [62][246/553] Time 2.445 Data 0.001 Err 0.3351 top1 9.375 top5 3.125 | Epoch: [62][247/553] Time 2.450 Data 0.001 Err 0.3736 top1 8.594 top5 4.688 | Epoch: [62][248/553] Time 2.493 Data 0.001 Err 0.3235 top1 7.812 top5 3.125 | Epoch: [62][249/553] Time 2.490 Data 0.001 Err 0.1320 top1 2.344 top5 0.000 | Epoch: [62][250/553] Time 2.481 Data 0.001 Err 0.2909 top1 7.031 top5 2.344 | Epoch: [62][251/553] Time 2.446 Data 0.001 Err 0.3547 top1 9.375 top5 3.125 | Epoch: [62][252/553] Time 2.440 Data 0.001 Err 0.2707 top1 9.375 top5 1.562 | Epoch: [62][253/553] Time 2.466 Data 0.001 Err 0.3399 top1 11.719 top5 2.344 | Epoch: [62][254/553] Time 2.528 Data 0.001 Err 0.3220 top1 10.156 top5 2.344 | Epoch: [62][255/553] Time 2.450 Data 0.001 Err 0.3456 top1 9.375 top5 2.344 | Epoch: [62][256/553] Time 2.441 Data 0.001 Err 0.4420 top1 8.594 top5 5.469 | Epoch: [62][257/553] Time 2.464 Data 0.001 Err 0.2091 top1 4.688 top5 0.000 | Epoch: [62][258/553] Time 2.492 Data 0.001 Err 0.2111 top1 5.469 top5 1.562 | Epoch: [62][259/553] Time 2.440 Data 0.001 Err 0.1246 top1 3.125 top5 0.781 | Epoch: [62][260/553] Time 2.438 Data 0.001 Err 0.2986 top1 7.031 top5 3.125 | Epoch: [62][261/553] Time 2.467 Data 0.001 Err 0.2133 top1 8.594 top5 0.781 | Epoch: [62][262/553] Time 2.458 Data 0.001 Err 0.2442 top1 7.031 top5 1.562 | Epoch: [62][263/553] Time 2.439 Data 0.001 Err 0.2751 top1 7.812 top5 2.344 | Epoch: [62][264/553] Time 2.437 Data 0.001 Err 0.2645 top1 6.250 top5 3.125 | Epoch: [62][265/553] Time 2.444 Data 0.001 Err 0.2437 top1 6.250 top5 0.781 | Epoch: [62][266/553] Time 2.435 Data 0.001 Err 0.4060 top1 7.812 top5 3.906 | Epoch: [62][267/553] Time 2.442 Data 0.001 Err 0.2916 top1 7.031 top5 3.125 | Epoch: [62][268/553] Time 2.446 Data 0.001 Err 0.2015 top1 4.688 top5 3.125 | Epoch: [62][269/553] Time 2.460 Data 0.001 Err 0.2944 top1 8.594 top5 1.562 | Epoch: [62][270/553] Time 2.447 Data 0.001 Err 0.2323 top1 6.250 top5 2.344 | Epoch: [62][271/553] Time 2.441 Data 0.001 Err 0.1540 top1 3.906 top5 0.781 | Epoch: [62][272/553] Time 2.435 Data 0.001 Err 0.2702 top1 7.812 top5 2.344 | Epoch: [62][273/553] Time 2.444 Data 0.001 Err 0.2587 top1 7.031 top5 1.562 | Epoch: [62][274/553] Time 2.449 Data 0.001 Err 0.2696 top1 6.250 top5 2.344 | Epoch: [62][275/553] Time 2.447 Data 0.001 Err 0.1456 top1 3.125 top5 0.000 | Epoch: [62][276/553] Time 2.448 Data 0.001 Err 0.3233 top1 6.250 top5 6.250 | Epoch: [62][277/553] Time 2.480 Data 0.000 Err 0.2611 top1 7.812 top5 2.344 | Epoch: [62][278/553] Time 2.439 Data 0.001 Err 0.3068 top1 6.250 top5 4.688 | Epoch: [62][279/553] Time 2.459 Data 0.001 Err 0.2848 top1 7.812 top5 1.562 | Epoch: [62][280/553] Time 2.442 Data 0.001 Err 0.4243 top1 13.281 top5 4.688 | Epoch: [62][281/553] Time 2.448 Data 0.001 Err 0.1796 top1 5.469 top5 0.781 | Epoch: [62][282/553] Time 2.448 Data 0.001 Err 0.2885 top1 8.594 top5 2.344 | Epoch: [62][283/553] Time 2.447 Data 0.001 Err 0.2159 top1 5.469 top5 0.781 | Epoch: [62][284/553] Time 2.502 Data 0.001 Err 0.1887 top1 6.250 top5 0.781 | Epoch: [62][285/553] Time 2.441 Data 0.001 Err 0.1537 top1 5.469 top5 0.781 | Epoch: [62][286/553] Time 2.444 Data 0.001 Err 0.2391 top1 6.250 top5 1.562 | Epoch: [62][287/553] Time 2.444 Data 0.001 Err 0.1731 top1 4.688 top5 0.000 | Epoch: [62][288/553] Time 2.438 Data 0.001 Err 0.2087 top1 7.031 top5 0.781 | Epoch: [62][289/553] Time 2.437 Data 0.001 Err 0.2273 top1 5.469 top5 0.781 | Epoch: [62][290/553] Time 2.468 Data 0.000 Err 0.3624 top1 10.938 top5 3.125 | Epoch: [62][291/553] Time 2.449 Data 0.001 Err 0.2837 top1 7.812 top5 1.562 | Epoch: [62][292/553] Time 2.441 Data 0.001 Err 0.2896 top1 8.594 top5 1.562 | Epoch: [62][293/553] Time 2.438 Data 0.001 Err 0.1533 top1 3.125 top5 0.781 | Epoch: [62][294/553] Time 2.458 Data 0.001 Err 0.5078 top1 12.500 top5 3.125 | Epoch: [62][295/553] Time 2.445 Data 0.004 Err 0.2169 top1 4.688 top5 1.562 | Epoch: [62][296/553] Time 2.468 Data 0.000 Err 0.2554 top1 6.250 top5 1.562 | Epoch: [62][297/553] Time 2.461 Data 0.001 Err 0.2108 top1 6.250 top5 1.562 | Epoch: [62][298/553] Time 2.467 Data 0.001 Err 0.2263 top1 6.250 top5 2.344 | Epoch: [62][299/553] Time 2.437 Data 0.000 Err 0.3717 top1 9.375 top5 2.344 | Epoch: [62][300/553] Time 2.434 Data 0.001 Err 0.1484 top1 3.125 top5 0.000 | Epoch: [62][301/553] Time 2.446 Data 0.001 Err 0.2009 top1 3.125 top5 1.562 | Epoch: [62][302/553] Time 2.477 Data 0.001 Err 0.3509 top1 6.250 top5 3.906 | Epoch: [62][303/553] Time 2.441 Data 0.001 Err 0.1950 top1 3.906 top5 1.562 | Epoch: [62][304/553] Time 2.484 Data 0.001 Err 0.2803 top1 5.469 top5 1.562 | Epoch: [62][305/553] Time 2.480 Data 0.001 Err 0.3302 top1 9.375 top5 1.562 | Epoch: [62][306/553] Time 2.445 Data 0.001 Err 0.2654 top1 7.031 top5 2.344 | Epoch: [62][307/553] Time 2.438 Data 0.001 Err 0.2949 top1 7.812 top5 1.562 | Epoch: [62][308/553] Time 2.438 Data 0.001 Err 0.2779 top1 9.375 top5 3.125 | Epoch: [62][309/553] Time 2.444 Data 0.001 Err 0.3712 top1 11.719 top5 2.344 | Epoch: [62][310/553] Time 2.441 Data 0.001 Err 0.1868 top1 3.906 top5 0.000 | Epoch: [62][311/553] Time 2.438 Data 0.001 Err 0.2691 top1 7.812 top5 2.344 | Epoch: [62][312/553] Time 2.445 Data 0.001 Err 0.2693 top1 7.031 top5 0.781 | Epoch: [62][313/553] Time 2.485 Data 0.001 Err 0.3374 top1 6.250 top5 3.906 | Epoch: [62][314/553] Time 2.440 Data 0.001 Err 0.1495 top1 3.906 top5 0.781 | Epoch: [62][315/553] Time 2.438 Data 0.000 Err 0.1956 top1 5.469 top5 0.781 | Epoch: [62][316/553] Time 2.486 Data 0.001 Err 0.2164 top1 5.469 top5 2.344 | Epoch: [62][317/553] Time 2.448 Data 0.001 Err 0.2108 top1 6.250 top5 0.781 | Epoch: [62][318/553] Time 2.475 Data 0.001 Err 0.2514 top1 5.469 top5 2.344 | Epoch: [62][319/553] Time 2.433 Data 0.000 Err 0.2316 top1 4.688 top5 2.344 | Epoch: [62][320/553] Time 2.437 Data 0.001 Err 0.2301 top1 7.812 top5 1.562 | Epoch: [62][321/553] Time 2.442 Data 0.000 Err 0.3617 top1 10.156 top5 3.906 | Epoch: [62][322/553] Time 2.452 Data 0.001 Err 0.2837 top1 6.250 top5 3.906 | Epoch: [62][323/553] Time 2.471 Data 0.001 Err 0.2327 top1 3.906 top5 2.344 | Epoch: [62][324/553] Time 2.455 Data 0.001 Err 0.2495 top1 4.688 top5 3.125 | Epoch: [62][325/553] Time 2.440 Data 0.001 Err 0.2967 top1 10.938 top5 3.125 | Epoch: [62][326/553] Time 2.482 Data 0.001 Err 0.2931 top1 7.031 top5 2.344 | Epoch: [62][327/553] Time 2.469 Data 0.000 Err 0.2820 top1 9.375 top5 2.344 | Epoch: [62][328/553] Time 2.440 Data 0.001 Err 0.1176 top1 3.125 top5 0.000 | Epoch: [62][329/553] Time 2.444 Data 0.001 Err 0.2601 top1 7.031 top5 3.125 | Epoch: [62][330/553] Time 2.441 Data 0.001 Err 0.0869 top1 0.781 top5 0.781 | Epoch: [62][331/553] Time 2.485 Data 0.001 Err 0.2467 top1 7.031 top5 1.562 | Epoch: [62][332/553] Time 2.454 Data 0.001 Err 0.2538 top1 7.031 top5 0.781 | Epoch: [62][333/553] Time 2.439 Data 0.001 Err 0.2992 top1 10.156 top5 3.906 | Epoch: [62][334/553] Time 2.439 Data 0.001 Err 0.3238 top1 7.031 top5 3.906 | Epoch: [62][335/553] Time 2.463 Data 0.000 Err 0.3239 top1 8.594 top5 1.562 | Epoch: [62][336/553] Time 2.475 Data 0.001 Err 0.2688 top1 8.594 top5 0.781 | Epoch: [62][337/553] Time 2.441 Data 0.001 Err 0.1192 top1 1.562 top5 0.781 | Epoch: [62][338/553] Time 2.474 Data 0.001 Err 0.2826 top1 7.812 top5 1.562 | Epoch: [62][339/553] Time 2.469 Data 0.001 Err 0.1494 top1 3.906 top5 0.000 | Epoch: [62][340/553] Time 2.443 Data 0.001 Err 0.2959 top1 7.812 top5 2.344 | Epoch: [62][341/553] Time 2.442 Data 0.001 Err 0.2545 top1 7.031 top5 1.562 | Epoch: [62][342/553] Time 2.437 Data 0.001 Err 0.2043 top1 4.688 top5 2.344 | Epoch: [62][343/553] Time 2.439 Data 0.001 Err 0.2874 top1 6.250 top5 3.125 | Epoch: [62][344/553] Time 2.454 Data 0.001 Err 0.3439 top1 10.156 top5 3.906 | Epoch: [62][345/553] Time 2.435 Data 0.001 Err 0.3476 top1 8.594 top5 2.344 | Epoch: [62][346/553] Time 2.465 Data 0.001 Err 0.1903 top1 3.906 top5 2.344 | Epoch: [62][347/553] Time 2.468 Data 0.000 Err 0.1599 top1 6.250 top5 0.000 | Epoch: [62][348/553] Time 2.485 Data 0.001 Err 0.2756 top1 7.031 top5 2.344 | Epoch: [62][349/553] Time 2.442 Data 0.001 Err 0.1992 top1 4.688 top5 2.344 | Epoch: [62][350/553] Time 2.488 Data 0.000 Err 0.3035 top1 6.250 top5 3.906 | Epoch: [62][351/553] Time 2.505 Data 0.001 Err 0.3311 top1 7.031 top5 3.125 | Epoch: [62][352/553] Time 2.496 Data 0.003 Err 0.2659 top1 9.375 top5 0.781 | Epoch: [62][353/553] Time 2.432 Data 0.001 Err 0.0997 top1 0.781 top5 0.000 | Epoch: [62][354/553] Time 2.471 Data 0.001 Err 0.2257 top1 6.250 top5 1.562 | Epoch: [62][355/553] Time 2.467 Data 0.001 Err 0.2779 top1 5.469 top5 3.125 | Epoch: [62][356/553] Time 2.434 Data 0.001 Err 0.2248 top1 5.469 top5 2.344 | Epoch: [62][357/553] Time 2.440 Data 0.000 Err 0.4359 top1 12.500 top5 3.906 | Epoch: [62][358/553] Time 2.506 Data 0.001 Err 0.3774 top1 10.156 top5 3.906 | Epoch: [62][359/553] Time 2.443 Data 0.001 Err 0.2611 top1 5.469 top5 3.125 | Epoch: [62][360/553] Time 2.446 Data 0.001 Err 0.2756 top1 7.031 top5 1.562 | Epoch: [62][361/553] Time 2.446 Data 0.001 Err 0.2611 top1 7.031 top5 1.562 | Epoch: [62][362/553] Time 2.470 Data 0.001 Err 0.2694 top1 5.469 top5 2.344 | Epoch: [62][363/553] Time 2.433 Data 0.001 Err 0.2677 top1 7.812 top5 2.344 | Epoch: [62][364/553] Time 2.497 Data 0.000 Err 0.1615 top1 4.688 top5 0.781 | Epoch: [62][365/553] Time 2.448 Data 0.001 Err 0.4914 top1 8.594 top5 5.469 | Epoch: [62][366/553] Time 2.460 Data 0.001 Err 0.2460 top1 7.031 top5 0.781 | Epoch: [62][367/553] Time 2.446 Data 0.001 Err 0.2170 top1 6.250 top5 2.344 | Epoch: [62][368/553] Time 2.442 Data 0.001 Err 0.2797 top1 8.594 top5 1.562 | Epoch: [62][369/553] Time 2.439 Data 0.001 Err 0.1361 top1 3.125 top5 0.000 | Epoch: [62][370/553] Time 2.466 Data 0.001 Err 0.2697 top1 8.594 top5 1.562 | Epoch: [62][371/553] Time 2.435 Data 0.001 Err 0.3681 top1 8.594 top5 3.125 | Epoch: [62][372/553] Time 2.447 Data 0.001 Err 0.3333 top1 7.031 top5 2.344 | Epoch: [62][373/553] Time 2.435 Data 0.001 Err 0.4042 top1 9.375 top5 3.906 | Epoch: [62][374/553] Time 2.464 Data 0.001 Err 0.2485 top1 6.250 top5 1.562 | Epoch: [62][375/553] Time 2.439 Data 0.000 Err 0.2522 top1 4.688 top5 2.344 | Epoch: [62][376/553] Time 2.434 Data 0.001 Err 0.2867 top1 7.812 top5 0.000 | Epoch: [62][377/553] Time 2.478 Data 0.001 Err 0.2976 top1 7.812 top5 1.562 | Epoch: [62][378/553] Time 2.445 Data 0.001 Err 0.2515 top1 3.125 top5 2.344 | Epoch: [62][379/553] Time 2.439 Data 0.001 Err 0.2624 top1 7.812 top5 2.344 | Epoch: [62][380/553] Time 2.489 Data 0.001 Err 0.3865 top1 10.156 top5 4.688 | Epoch: [62][381/553] Time 2.447 Data 0.001 Err 0.2328 top1 7.812 top5 1.562 | Epoch: [62][382/553] Time 2.508 Data 0.001 Err 0.2538 top1 7.031 top5 3.906 | Epoch: [62][383/553] Time 2.465 Data 0.001 Err 0.1983 top1 3.906 top5 2.344 | Epoch: [62][384/553] Time 2.444 Data 0.001 Err 0.3973 top1 10.156 top5 2.344 | Epoch: [62][385/553] Time 2.433 Data 0.001 Err 0.2554 top1 7.031 top5 2.344 | Epoch: [62][386/553] Time 2.487 Data 0.001 Err 0.3165 top1 7.812 top5 2.344 | Epoch: [62][387/553] Time 2.446 Data 0.001 Err 0.2881 top1 7.031 top5 3.125 | Epoch: [62][388/553] Time 2.448 Data 0.001 Err 0.2548 top1 7.812 top5 0.000 | Epoch: [62][389/553] Time 2.441 Data 0.001 Err 0.2730 top1 5.469 top5 1.562 | Epoch: [62][390/553] Time 2.458 Data 0.001 Err 0.1340 top1 3.906 top5 0.781 | Epoch: [62][391/553] Time 2.436 Data 0.001 Err 0.4321 top1 10.938 top5 3.125 | Epoch: [62][392/553] Time 2.474 Data 0.001 Err 0.3328 top1 9.375 top5 3.125 | Epoch: [62][393/553] Time 2.453 Data 0.001 Err 0.1901 top1 6.250 top5 0.781 | Epoch: [62][394/553] Time 2.440 Data 0.001 Err 0.2012 top1 8.594 top5 0.000 | Epoch: [62][395/553] Time 2.443 Data 0.001 Err 0.3378 top1 7.812 top5 3.906 | Epoch: [62][396/553] Time 2.512 Data 0.001 Err 0.1710 top1 4.688 top5 1.562 | Epoch: [62][397/553] Time 2.441 Data 0.001 Err 0.2601 top1 5.469 top5 1.562 | Epoch: [62][398/553] Time 2.487 Data 0.001 Err 0.2067 top1 5.469 top5 1.562 | Epoch: [62][399/553] Time 2.439 Data 0.001 Err 0.2280 top1 6.250 top5 3.125 | Epoch: [62][400/553] Time 2.447 Data 0.001 Err 0.1907 top1 5.469 top5 1.562 | Epoch: [62][401/553] Time 2.434 Data 0.000 Err 0.2397 top1 7.812 top5 2.344 | Epoch: [62][402/553] Time 2.441 Data 0.001 Err 0.3239 top1 7.812 top5 2.344 | Epoch: [62][403/553] Time 2.495 Data 0.001 Err 0.3071 top1 8.594 top5 3.125 | Epoch: [62][404/553] Time 2.464 Data 0.001 Err 0.2657 top1 4.688 top5 2.344 | Epoch: [62][405/553] Time 2.522 Data 0.001 Err 0.2966 top1 7.812 top5 3.125 | Epoch: [62][406/553] Time 2.436 Data 0.001 Err 0.2832 top1 8.594 top5 0.781 | Epoch: [62][407/553] Time 2.461 Data 0.001 Err 0.1780 top1 7.812 top5 0.781 | Epoch: [62][408/553] Time 2.435 Data 0.001 Err 0.1858 top1 5.469 top5 2.344 | Epoch: [62][409/553] Time 2.449 Data 0.001 Err 0.3089 top1 8.594 top5 3.125 | Epoch: [62][410/553] Time 2.435 Data 0.001 Err 0.3240 top1 9.375 top5 1.562 | Epoch: [62][411/553] Time 2.439 Data 0.001 Err 0.1935 top1 3.906 top5 1.562 | Epoch: [62][412/553] Time 2.455 Data 0.001 Err 0.2690 top1 7.031 top5 2.344 | Epoch: [62][413/553] Time 2.449 Data 0.001 Err 0.3171 top1 7.031 top5 3.125 | Epoch: [62][414/553] Time 2.455 Data 0.000 Err 0.2768 top1 8.594 top5 2.344 | Epoch: [62][415/553] Time 2.476 Data 0.001 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [62][416/553] Time 2.441 Data 0.001 Err 0.1527 top1 5.469 top5 1.562 | Epoch: [62][417/553] Time 2.449 Data 0.001 Err 0.4264 top1 9.375 top5 5.469 | Epoch: [62][418/553] Time 2.442 Data 0.001 Err 0.3898 top1 10.156 top5 1.562 | Epoch: [62][419/553] Time 2.480 Data 0.001 Err 0.2247 top1 6.250 top5 0.000 | Epoch: [62][420/553] Time 2.438 Data 0.001 Err 0.1881 top1 4.688 top5 2.344 | Epoch: [62][421/553] Time 2.480 Data 0.001 Err 0.2866 top1 7.812 top5 3.906 | Epoch: [62][422/553] Time 2.444 Data 0.001 Err 0.3618 top1 7.031 top5 2.344 | Epoch: [62][423/553] Time 2.447 Data 0.000 Err 0.2058 top1 6.250 top5 0.781 | Epoch: [62][424/553] Time 2.447 Data 0.001 Err 0.2086 top1 5.469 top5 2.344 | Epoch: [62][425/553] Time 2.437 Data 0.001 Err 0.2478 top1 8.594 top5 1.562 | Epoch: [62][426/553] Time 2.489 Data 0.001 Err 0.3407 top1 7.812 top5 2.344 | Epoch: [62][427/553] Time 2.466 Data 0.001 Err 0.2349 top1 7.812 top5 0.781 | Epoch: [62][428/553] Time 2.441 Data 0.002 Err 0.3057 top1 6.250 top5 3.906 | Epoch: [62][429/553] Time 2.468 Data 0.001 Err 0.1558 top1 3.125 top5 0.781 | Epoch: [62][430/553] Time 2.485 Data 0.001 Err 0.3364 top1 10.156 top5 2.344 | Epoch: [62][431/553] Time 2.457 Data 0.000 Err 0.1872 top1 5.469 top5 0.781 | Epoch: [62][432/553] Time 2.444 Data 0.001 Err 0.2401 top1 7.812 top5 1.562 | Epoch: [62][433/553] Time 2.469 Data 0.001 Err 0.3652 top1 10.156 top5 3.125 | Epoch: [62][434/553] Time 2.469 Data 0.001 Err 0.1728 top1 3.906 top5 0.000 | Epoch: [62][435/553] Time 2.439 Data 0.001 Err 0.2060 top1 5.469 top5 1.562 | Epoch: [62][436/553] Time 2.449 Data 0.001 Err 0.2445 top1 6.250 top5 0.781 | Epoch: [62][437/553] Time 2.454 Data 0.001 Err 0.3523 top1 10.938 top5 3.906 | Epoch: [62][438/553] Time 2.446 Data 0.001 Err 0.3236 top1 10.156 top5 3.906 | Epoch: [62][439/553] Time 2.436 Data 0.001 Err 0.2576 top1 5.469 top5 0.781 | Epoch: [62][440/553] Time 2.433 Data 0.001 Err 0.1906 top1 4.688 top5 1.562 | Epoch: [62][441/553] Time 2.456 Data 0.001 Err 0.1593 top1 4.688 top5 0.000 | Epoch: [62][442/553] Time 2.462 Data 0.001 Err 0.2802 top1 7.031 top5 2.344 | Epoch: [62][443/553] Time 2.494 Data 0.001 Err 0.2521 top1 7.812 top5 0.781 | Epoch: [62][444/553] Time 2.497 Data 0.001 Err 0.1742 top1 4.688 top5 0.781 | Epoch: [62][445/553] Time 2.441 Data 0.001 Err 0.2481 top1 7.031 top5 0.000 | Epoch: [62][446/553] Time 2.478 Data 0.001 Err 0.2234 top1 4.688 top5 2.344 | Epoch: [62][447/553] Time 2.437 Data 0.001 Err 0.1124 top1 0.781 top5 0.000 | Epoch: [62][448/553] Time 2.447 Data 0.001 Err 0.4261 top1 13.281 top5 2.344 | Epoch: [62][449/553] Time 2.495 Data 0.001 Err 0.1974 top1 6.250 top5 1.562 | Epoch: [62][450/553] Time 2.466 Data 0.001 Err 0.2908 top1 9.375 top5 2.344 | Epoch: [62][451/553] Time 2.477 Data 0.001 Err 0.2333 top1 6.250 top5 1.562 | Epoch: [62][452/553] Time 2.476 Data 0.000 Err 0.3016 top1 7.031 top5 3.906 | Epoch: [62][453/553] Time 2.442 Data 0.001 Err 0.2762 top1 7.031 top5 2.344 | Epoch: [62][454/553] Time 2.437 Data 0.001 Err 0.2894 top1 7.812 top5 1.562 | Epoch: [62][455/553] Time 2.436 Data 0.001 Err 0.4336 top1 14.062 top5 3.906 | Epoch: [62][456/553] Time 2.479 Data 0.001 Err 0.2566 top1 7.031 top5 0.781 | Epoch: [62][457/553] Time 2.436 Data 0.001 Err 0.2140 top1 7.812 top5 1.562 | Epoch: [62][458/553] Time 2.439 Data 0.001 Err 0.2917 top1 7.812 top5 2.344 | Epoch: [62][459/553] Time 2.505 Data 0.001 Err 0.3726 top1 8.594 top5 3.906 | Epoch: [62][460/553] Time 2.440 Data 0.001 Err 0.2633 top1 7.812 top5 1.562 | Epoch: [62][461/553] Time 2.452 Data 0.001 Err 0.1569 top1 3.125 top5 2.344 | Epoch: [62][462/553] Time 2.443 Data 0.001 Err 0.2464 top1 6.250 top5 3.125 | Epoch: [62][463/553] Time 2.475 Data 0.001 Err 0.3515 top1 10.156 top5 2.344 | Epoch: [62][464/553] Time 2.496 Data 0.001 Err 0.2450 top1 5.469 top5 2.344 | Epoch: [62][465/553] Time 2.462 Data 0.001 Err 0.2646 top1 8.594 top5 0.781 | Epoch: [62][466/553] Time 2.458 Data 0.001 Err 0.2798 top1 6.250 top5 1.562 | Epoch: [62][467/553] Time 2.433 Data 0.001 Err 0.1815 top1 3.906 top5 2.344 | Epoch: [62][468/553] Time 2.446 Data 0.001 Err 0.2551 top1 7.031 top5 0.781 | Epoch: [62][469/553] Time 2.449 Data 0.001 Err 0.0997 top1 1.562 top5 0.000 | Epoch: [62][470/553] Time 2.448 Data 0.001 Err 0.2934 top1 7.031 top5 2.344 | Epoch: [62][471/553] Time 2.526 Data 0.001 Err 0.3759 top1 9.375 top5 3.125 | Epoch: [62][472/553] Time 2.454 Data 0.001 Err 0.2271 top1 5.469 top5 0.781 | Epoch: [62][473/553] Time 2.436 Data 0.001 Err 0.2105 top1 5.469 top5 0.781 | Epoch: [62][474/553] Time 2.469 Data 0.001 Err 0.3806 top1 9.375 top5 3.906 | Epoch: [62][475/553] Time 2.461 Data 0.001 Err 0.2031 top1 3.906 top5 0.781 | Epoch: [62][476/553] Time 2.446 Data 0.001 Err 0.2394 top1 6.250 top5 2.344 | Epoch: [62][477/553] Time 2.458 Data 0.001 Err 0.1089 top1 3.125 top5 0.000 | Epoch: [62][478/553] Time 2.439 Data 0.001 Err 0.2892 top1 7.031 top5 3.125 | Epoch: [62][479/553] Time 2.470 Data 0.001 Err 0.1991 top1 3.906 top5 1.562 | Epoch: [62][480/553] Time 2.467 Data 0.001 Err 0.1846 top1 4.688 top5 0.781 | Epoch: [62][481/553] Time 2.484 Data 0.001 Err 0.2166 top1 4.688 top5 1.562 | Epoch: [62][482/553] Time 2.459 Data 0.001 Err 0.2343 top1 6.250 top5 1.562 | Epoch: [62][483/553] Time 2.436 Data 0.001 Err 0.1614 top1 5.469 top5 0.000 | Epoch: [62][484/553] Time 2.442 Data 0.001 Err 0.2025 top1 4.688 top5 1.562 | Epoch: [62][485/553] Time 2.514 Data 0.006 Err 0.2814 top1 5.469 top5 1.562 | Epoch: [62][486/553] Time 2.478 Data 0.001 Err 0.2668 top1 7.812 top5 2.344 | Epoch: [62][487/553] Time 2.460 Data 0.001 Err 0.3907 top1 10.938 top5 4.688 | Epoch: [62][488/553] Time 2.437 Data 0.001 Err 0.2270 top1 4.688 top5 0.000 | Epoch: [62][489/553] Time 2.438 Data 0.001 Err 0.1961 top1 3.125 top5 1.562 | Epoch: [62][490/553] Time 2.469 Data 0.001 Err 0.2665 top1 5.469 top5 1.562 | Epoch: [62][491/553] Time 2.506 Data 0.001 Err 0.2219 top1 6.250 top5 2.344 | Epoch: [62][492/553] Time 2.432 Data 0.000 Err 0.2672 top1 9.375 top5 2.344 | Epoch: [62][493/553] Time 2.485 Data 0.001 Err 0.2050 top1 5.469 top5 1.562 | Epoch: [62][494/553] Time 2.441 Data 0.001 Err 0.1692 top1 5.469 top5 0.781 | Epoch: [62][495/553] Time 2.476 Data 0.001 Err 0.3049 top1 7.031 top5 3.906 | Epoch: [62][496/553] Time 2.486 Data 0.000 Err 0.1231 top1 4.688 top5 0.000 | Epoch: [62][497/553] Time 2.437 Data 0.001 Err 0.3003 top1 7.812 top5 1.562 | Epoch: [62][498/553] Time 2.480 Data 0.001 Err 0.1690 top1 3.906 top5 0.781 | Epoch: [62][499/553] Time 2.451 Data 0.001 Err 0.3001 top1 8.594 top5 1.562 | Epoch: [62][500/553] Time 2.445 Data 0.001 Err 0.3269 top1 9.375 top5 2.344 | Epoch: [62][501/553] Time 2.440 Data 0.001 Err 0.3186 top1 8.594 top5 3.125 | Epoch: [62][502/553] Time 2.443 Data 0.001 Err 0.2823 top1 7.812 top5 1.562 | Epoch: [62][503/553] Time 2.443 Data 0.001 Err 0.2773 top1 6.250 top5 1.562 | Epoch: [62][504/553] Time 2.455 Data 0.002 Err 0.3331 top1 7.812 top5 3.125 | Epoch: [62][505/553] Time 2.446 Data 0.001 Err 0.1796 top1 4.688 top5 1.562 | Epoch: [62][506/553] Time 2.443 Data 0.001 Err 0.4596 top1 10.156 top5 4.688 | Epoch: [62][507/553] Time 2.478 Data 0.001 Err 0.3065 top1 8.594 top5 2.344 | Epoch: [62][508/553] Time 2.464 Data 0.001 Err 0.1580 top1 3.125 top5 1.562 | Epoch: [62][509/553] Time 2.476 Data 0.001 Err 0.2637 top1 7.031 top5 0.781 | Epoch: [62][510/553] Time 2.488 Data 0.001 Err 0.2745 top1 8.594 top5 2.344 | Epoch: [62][511/553] Time 2.449 Data 0.001 Err 0.2824 top1 7.031 top5 2.344 | Epoch: [62][512/553] Time 2.442 Data 0.001 Err 0.2497 top1 5.469 top5 1.562 | Epoch: [62][513/553] Time 2.436 Data 0.001 Err 0.2483 top1 7.031 top5 1.562 | Epoch: [62][514/553] Time 2.442 Data 0.001 Err 0.1494 top1 3.125 top5 0.781 | Epoch: [62][515/553] Time 2.473 Data 0.001 Err 0.2393 top1 7.031 top5 0.781 | Epoch: [62][516/553] Time 2.480 Data 0.001 Err 0.2898 top1 6.250 top5 3.125 | Epoch: [62][517/553] Time 2.445 Data 0.001 Err 0.1492 top1 3.125 top5 0.781 | Epoch: [62][518/553] Time 2.486 Data 0.001 Err 0.3630 top1 9.375 top5 3.906 | Epoch: [62][519/553] Time 2.488 Data 0.001 Err 0.1853 top1 7.031 top5 0.000 | Epoch: [62][520/553] Time 2.470 Data 0.001 Err 0.2123 top1 6.250 top5 1.562 | Epoch: [62][521/553] Time 2.448 Data 0.001 Err 0.2780 top1 7.031 top5 2.344 | Epoch: [62][522/553] Time 2.433 Data 0.001 Err 0.2098 top1 5.469 top5 0.000 | Epoch: [62][523/553] Time 2.478 Data 0.001 Err 0.2136 top1 7.812 top5 1.562 | Epoch: [62][524/553] Time 2.439 Data 0.001 Err 0.3346 top1 10.938 top5 2.344 | Epoch: [62][525/553] Time 2.454 Data 0.001 Err 0.1991 top1 5.469 top5 0.781 | Epoch: [62][526/553] Time 2.469 Data 0.001 Err 0.2513 top1 7.812 top5 1.562 | Epoch: [62][527/553] Time 2.486 Data 0.001 Err 0.2515 top1 6.250 top5 2.344 | Epoch: [62][528/553] Time 2.468 Data 0.001 Err 0.2841 top1 7.812 top5 2.344 | Epoch: [62][529/553] Time 2.454 Data 0.001 Err 0.2500 top1 5.469 top5 2.344 | Epoch: [62][530/553] Time 2.435 Data 0.001 Err 0.2081 top1 5.469 top5 0.781 | Epoch: [62][531/553] Time 2.443 Data 0.001 Err 0.2317 top1 5.469 top5 1.562 | Epoch: [62][532/553] Time 2.436 Data 0.001 Err 0.1849 top1 3.906 top5 1.562 | Epoch: [62][533/553] Time 2.440 Data 0.001 Err 0.4958 top1 10.938 top5 3.906 | Epoch: [62][534/553] Time 2.442 Data 0.001 Err 0.3463 top1 7.031 top5 2.344 | Epoch: [62][535/553] Time 2.437 Data 0.001 Err 0.1604 top1 5.469 top5 0.781 | Epoch: [62][536/553] Time 2.436 Data 0.001 Err 0.2442 top1 7.812 top5 1.562 | Epoch: [62][537/553] Time 2.467 Data 0.001 Err 0.2693 top1 6.250 top5 1.562 | Epoch: [62][538/553] Time 2.491 Data 0.001 Err 0.2770 top1 5.469 top5 3.125 | Epoch: [62][539/553] Time 2.489 Data 0.001 Err 0.2072 top1 3.906 top5 1.562 | Epoch: [62][540/553] Time 2.434 Data 0.001 Err 0.3864 top1 9.375 top5 3.906 | Epoch: [62][541/553] Time 2.436 Data 0.001 Err 0.3255 top1 9.375 top5 2.344 | Epoch: [62][542/553] Time 2.508 Data 0.001 Err 0.4504 top1 8.594 top5 4.688 | Epoch: [62][543/553] Time 2.439 Data 0.000 Err 0.1562 top1 3.125 top5 0.000 | Epoch: [62][544/553] Time 2.471 Data 0.000 Err 0.1837 top1 3.906 top5 0.781 | Epoch: [62][545/553] Time 2.458 Data 0.000 Err 0.2797 top1 6.250 top5 2.344 | Epoch: [62][546/553] Time 2.438 Data 0.000 Err 0.2702 top1 6.250 top5 3.125 | Epoch: [62][547/553] Time 2.444 Data 0.000 Err 0.2088 top1 6.250 top5 0.781 | Epoch: [62][548/553] Time 2.441 Data 0.000 Err 0.3412 top1 8.594 top5 3.906 | Epoch: [62][549/553] Time 2.442 Data 0.000 Err 0.2685 top1 7.812 top5 2.344 | Epoch: [62][550/553] Time 2.482 Data 0.000 Err 0.2727 top1 6.250 top5 1.562 | Epoch: [62][551/553] Time 2.441 Data 0.000 Err 0.2466 top1 6.250 top5 1.562 | Epoch: [62][552/553] Time 2.437 Data 0.000 Err 0.3426 top1 7.812 top5 3.906 | Epoch: [62][553/553] Time 1.028 Data 0.000 Err 0.3522 top1 9.091 top5 2.273 | Test: [62][1/198] Time 2.598 Data 1.877 top1 13.281 ( 13.281) top5 2.344 ( 2.344) | Test: [62][2/198] Time 0.722 Data 0.001 top1 14.844 ( 14.062) top5 2.344 ( 2.344) | Test: [62][3/198] Time 0.718 Data 0.000 top1 6.250 ( 11.458) top5 0.000 ( 1.562) | Test: [62][4/198] Time 0.726 Data 0.001 top1 15.625 ( 12.500) top5 3.125 ( 1.953) | Test: [62][5/198] Time 0.736 Data 0.001 top1 13.281 ( 12.656) top5 2.344 ( 2.031) | Test: [62][6/198] Time 0.739 Data 0.000 top1 17.188 ( 13.411) top5 4.688 ( 2.474) | Test: [62][7/198] Time 0.725 Data 0.001 top1 15.625 ( 13.728) top5 3.125 ( 2.567) | Test: [62][8/198] Time 0.737 Data 0.001 top1 10.156 ( 13.281) top5 3.125 ( 2.637) | Test: [62][9/198] Time 0.752 Data 0.007 top1 14.062 ( 13.368) top5 1.562 ( 2.517) | Test: [62][10/198] Time 0.717 Data 0.001 top1 11.719 ( 13.203) top5 3.125 ( 2.578) | Test: [62][11/198] Time 0.725 Data 0.001 top1 9.375 ( 12.855) top5 1.562 ( 2.486) | Test: [62][12/198] Time 0.719 Data 0.001 top1 7.031 ( 12.370) top5 2.344 ( 2.474) | Test: [62][13/198] Time 0.714 Data 0.001 top1 13.281 ( 12.440) top5 3.125 ( 2.524) | Test: [62][14/198] Time 0.717 Data 0.001 top1 8.594 ( 12.165) top5 1.562 ( 2.455) | Test: [62][15/198] Time 0.738 Data 0.001 top1 6.250 ( 11.771) top5 1.562 ( 2.396) | Test: [62][16/198] Time 0.743 Data 0.001 top1 18.750 ( 12.207) top5 3.125 ( 2.441) | Test: [62][17/198] Time 0.726 Data 0.001 top1 20.312 ( 12.684) top5 2.344 ( 2.436) | Test: [62][18/198] Time 0.727 Data 0.001 top1 13.281 ( 12.717) top5 4.688 ( 2.561) | Test: [62][19/198] Time 0.735 Data 0.001 top1 10.938 ( 12.623) top5 3.906 ( 2.632) | Test: [62][20/198] Time 0.718 Data 0.001 top1 14.062 ( 12.695) top5 3.125 ( 2.656) | Test: [62][21/198] Time 0.723 Data 0.001 top1 14.844 ( 12.798) top5 3.125 ( 2.679) | Test: [62][22/198] Time 0.717 Data 0.001 top1 9.375 ( 12.642) top5 0.781 ( 2.592) | Test: [62][23/198] Time 0.726 Data 0.001 top1 14.062 ( 12.704) top5 3.906 ( 2.649) | Test: [62][24/198] Time 0.717 Data 0.001 top1 7.812 ( 12.500) top5 0.781 ( 2.572) | Test: [62][25/198] Time 0.743 Data 0.001 top1 11.719 ( 12.469) top5 3.125 ( 2.594) | Test: [62][26/198] Time 0.715 Data 0.001 top1 11.719 ( 12.440) top5 2.344 ( 2.584) | Test: [62][27/198] Time 0.746 Data 0.001 top1 12.500 ( 12.442) top5 3.125 ( 2.604) | Test: [62][28/198] Time 0.746 Data 0.002 top1 10.156 ( 12.360) top5 2.344 ( 2.595) | Test: [62][29/198] Time 0.726 Data 0.001 top1 12.500 ( 12.365) top5 1.562 ( 2.559) | Test: [62][30/198] Time 0.730 Data 0.001 top1 11.719 ( 12.344) top5 0.781 ( 2.500) | Test: [62][31/198] Time 0.722 Data 0.001 top1 10.938 ( 12.298) top5 0.781 ( 2.445) | Test: [62][32/198] Time 0.721 Data 0.001 top1 11.719 ( 12.280) top5 1.562 ( 2.417) | Test: [62][33/198] Time 0.721 Data 0.001 top1 12.500 ( 12.287) top5 4.688 ( 2.486) | Test: [62][34/198] Time 0.727 Data 0.001 top1 14.844 ( 12.362) top5 3.125 ( 2.505) | Test: [62][35/198] Time 0.715 Data 0.001 top1 10.156 ( 12.299) top5 3.125 ( 2.522) | Test: [62][36/198] Time 0.714 Data 0.001 top1 13.281 ( 12.326) top5 1.562 ( 2.496) | Test: [62][37/198] Time 0.718 Data 0.001 top1 15.625 ( 12.416) top5 3.906 ( 2.534) | Test: [62][38/198] Time 0.714 Data 0.001 top1 7.031 ( 12.274) top5 2.344 ( 2.529) | Test: [62][39/198] Time 0.730 Data 0.001 top1 10.938 ( 12.240) top5 3.125 ( 2.544) | Test: [62][40/198] Time 0.727 Data 0.001 top1 10.938 ( 12.207) top5 4.688 ( 2.598) | Test: [62][41/198] Time 0.725 Data 0.001 top1 12.500 ( 12.214) top5 0.781 ( 2.553) | Test: [62][42/198] Time 0.725 Data 0.000 top1 12.500 ( 12.221) top5 2.344 ( 2.548) | Test: [62][43/198] Time 0.717 Data 0.001 top1 11.719 ( 12.209) top5 2.344 ( 2.544) | Test: [62][44/198] Time 0.722 Data 0.001 top1 10.156 ( 12.163) top5 1.562 ( 2.521) | Test: [62][45/198] Time 0.717 Data 0.001 top1 13.281 ( 12.188) top5 2.344 ( 2.517) | Test: [62][46/198] Time 0.726 Data 0.000 top1 13.281 ( 12.211) top5 3.906 ( 2.548) | Test: [62][47/198] Time 0.723 Data 0.001 top1 13.281 ( 12.234) top5 1.562 ( 2.527) | Test: [62][48/198] Time 0.719 Data 0.001 top1 12.500 ( 12.240) top5 0.000 ( 2.474) | Test: [62][49/198] Time 0.714 Data 0.001 top1 7.031 ( 12.133) top5 1.562 ( 2.455) | Test: [62][50/198] Time 0.719 Data 0.001 top1 12.500 ( 12.141) top5 2.344 ( 2.453) | Test: [62][51/198] Time 0.716 Data 0.001 top1 10.156 ( 12.102) top5 0.000 ( 2.405) | Test: [62][52/198] Time 0.724 Data 0.001 top1 10.156 ( 12.064) top5 1.562 ( 2.389) | Test: [62][53/198] Time 0.725 Data 0.001 top1 9.375 ( 12.014) top5 1.562 ( 2.373) | Test: [62][54/198] Time 0.737 Data 0.001 top1 7.812 ( 11.936) top5 0.000 ( 2.329) | Test: [62][55/198] Time 0.735 Data 0.001 top1 15.625 ( 12.003) top5 4.688 ( 2.372) | Test: [62][56/198] Time 0.730 Data 0.001 top1 7.812 ( 11.928) top5 0.000 ( 2.330) | Test: [62][57/198] Time 0.728 Data 0.001 top1 13.281 ( 11.952) top5 4.688 ( 2.371) | Test: [62][58/198] Time 0.732 Data 0.001 top1 12.500 ( 11.961) top5 5.469 ( 2.425) | Test: [62][59/198] Time 0.723 Data 0.001 top1 8.594 ( 11.904) top5 0.781 ( 2.397) | Test: [62][60/198] Time 0.721 Data 0.001 top1 10.938 ( 11.888) top5 2.344 ( 2.396) | Test: [62][61/198] Time 0.761 Data 0.001 top1 10.156 ( 11.860) top5 3.906 ( 2.421) | Test: [62][62/198] Time 0.720 Data 0.002 top1 10.938 ( 11.845) top5 4.688 ( 2.457) | Test: [62][63/198] Time 0.722 Data 0.001 top1 17.969 ( 11.942) top5 2.344 ( 2.455) | Test: [62][64/198] Time 0.714 Data 0.001 top1 12.500 ( 11.951) top5 3.125 ( 2.466) | Test: [62][65/198] Time 0.720 Data 0.001 top1 10.156 ( 11.923) top5 2.344 ( 2.464) | Test: [62][66/198] Time 0.727 Data 0.001 top1 13.281 ( 11.944) top5 2.344 ( 2.462) | Test: [62][67/198] Time 0.737 Data 0.001 top1 14.062 ( 11.975) top5 3.125 ( 2.472) | Test: [62][68/198] Time 0.717 Data 0.001 top1 13.281 ( 11.994) top5 2.344 ( 2.470) | Test: [62][69/198] Time 0.715 Data 0.001 top1 15.625 ( 12.047) top5 1.562 ( 2.457) | Test: [62][70/198] Time 0.715 Data 0.001 top1 15.625 ( 12.098) top5 3.125 ( 2.467) | Test: [62][71/198] Time 0.711 Data 0.001 top1 8.594 ( 12.049) top5 3.125 ( 2.476) | Test: [62][72/198] Time 0.718 Data 0.001 top1 14.844 ( 12.088) top5 4.688 ( 2.507) | Test: [62][73/198] Time 0.709 Data 0.001 top1 10.156 ( 12.061) top5 2.344 ( 2.504) | Test: [62][74/198] Time 0.733 Data 0.001 top1 16.406 ( 12.120) top5 5.469 ( 2.544) | Test: [62][75/198] Time 0.719 Data 0.001 top1 17.969 ( 12.198) top5 4.688 ( 2.573) | Test: [62][76/198] Time 0.730 Data 0.001 top1 11.719 ( 12.192) top5 2.344 ( 2.570) | Test: [62][77/198] Time 0.719 Data 0.001 top1 10.156 ( 12.165) top5 1.562 ( 2.557) | Test: [62][78/198] Time 0.720 Data 0.001 top1 12.500 ( 12.169) top5 2.344 ( 2.554) | Test: [62][79/198] Time 0.722 Data 0.001 top1 9.375 ( 12.134) top5 2.344 ( 2.551) | Test: [62][80/198] Time 0.738 Data 0.001 top1 6.250 ( 12.061) top5 1.562 ( 2.539) | Test: [62][81/198] Time 0.720 Data 0.001 top1 7.031 ( 11.998) top5 2.344 ( 2.537) | Test: [62][82/198] Time 0.717 Data 0.001 top1 14.062 ( 12.024) top5 3.125 ( 2.544) | Test: [62][83/198] Time 0.719 Data 0.001 top1 12.500 ( 12.029) top5 1.562 ( 2.532) | Test: [62][84/198] Time 0.728 Data 0.012 top1 13.281 ( 12.044) top5 3.125 ( 2.539) | Test: [62][85/198] Time 0.805 Data 0.001 top1 12.500 ( 12.050) top5 1.562 ( 2.528) | Test: [62][86/198] Time 0.730 Data 0.001 top1 12.500 ( 12.055) top5 3.125 ( 2.535) | Test: [62][87/198] Time 0.795 Data 0.001 top1 8.594 ( 12.015) top5 1.562 ( 2.523) | Test: [62][88/198] Time 0.782 Data 0.002 top1 16.406 ( 12.065) top5 3.125 ( 2.530) | Test: [62][89/198] Time 0.763 Data 0.004 top1 13.281 ( 12.079) top5 1.562 ( 2.519) | Test: [62][90/198] Time 0.747 Data 0.001 top1 14.062 ( 12.101) top5 1.562 ( 2.509) | Test: [62][91/198] Time 0.730 Data 0.004 top1 12.500 ( 12.105) top5 2.344 ( 2.507) | Test: [62][92/198] Time 0.720 Data 0.001 top1 15.625 ( 12.143) top5 3.906 ( 2.522) | Test: [62][93/198] Time 0.710 Data 0.001 top1 13.281 ( 12.156) top5 2.344 ( 2.520) | Test: [62][94/198] Time 0.720 Data 0.001 top1 10.938 ( 12.143) top5 0.781 ( 2.502) | Test: [62][95/198] Time 0.716 Data 0.001 top1 9.375 ( 12.113) top5 1.562 ( 2.492) | Test: [62][96/198] Time 0.723 Data 0.001 top1 10.938 ( 12.101) top5 2.344 ( 2.490) | Test: [62][97/198] Time 0.716 Data 0.001 top1 11.719 ( 12.097) top5 4.688 ( 2.513) | Test: [62][98/198] Time 0.717 Data 0.001 top1 12.500 ( 12.101) top5 2.344 ( 2.511) | Test: [62][99/198] Time 0.733 Data 0.001 top1 16.406 ( 12.145) top5 3.906 ( 2.525) | Test: [62][100/198] Time 0.714 Data 0.001 top1 10.156 ( 12.125) top5 0.781 ( 2.508) | Test: [62][101/198] Time 0.721 Data 0.001 top1 13.281 ( 12.136) top5 3.125 ( 2.514) | Test: [62][102/198] Time 0.717 Data 0.001 top1 11.719 ( 12.132) top5 3.125 ( 2.520) | Test: [62][103/198] Time 0.718 Data 0.001 top1 19.531 ( 12.204) top5 3.906 ( 2.533) | Test: [62][104/198] Time 0.722 Data 0.001 top1 13.281 ( 12.215) top5 2.344 ( 2.532) | Test: [62][105/198] Time 0.718 Data 0.001 top1 10.938 ( 12.202) top5 2.344 ( 2.530) | Test: [62][106/198] Time 0.725 Data 0.001 top1 11.719 ( 12.198) top5 1.562 ( 2.521) | Test: [62][107/198] Time 0.732 Data 0.001 top1 13.281 ( 12.208) top5 3.906 ( 2.534) | Test: [62][108/198] Time 0.727 Data 0.001 top1 13.281 ( 12.218) top5 1.562 ( 2.525) | Test: [62][109/198] Time 0.716 Data 0.001 top1 12.500 ( 12.220) top5 0.781 ( 2.509) | Test: [62][110/198] Time 0.718 Data 0.001 top1 16.406 ( 12.259) top5 3.125 ( 2.514) | Test: [62][111/198] Time 0.723 Data 0.001 top1 10.156 ( 12.240) top5 3.125 ( 2.520) | Test: [62][112/198] Time 0.766 Data 0.001 top1 12.500 ( 12.242) top5 3.125 ( 2.525) | Test: [62][113/198] Time 0.771 Data 0.001 top1 12.500 ( 12.244) top5 1.562 ( 2.517) | Test: [62][114/198] Time 0.732 Data 0.001 top1 13.281 ( 12.253) top5 3.125 ( 2.522) | Test: [62][115/198] Time 0.742 Data 0.001 top1 14.062 ( 12.269) top5 1.562 ( 2.514) | Test: [62][116/198] Time 0.770 Data 0.001 top1 13.281 ( 12.278) top5 1.562 ( 2.505) | Test: [62][117/198] Time 0.765 Data 0.001 top1 17.969 ( 12.326) top5 3.906 ( 2.517) | Test: [62][118/198] Time 0.752 Data 0.004 top1 15.625 ( 12.354) top5 2.344 ( 2.516) | Test: [62][119/198] Time 0.723 Data 0.001 top1 11.719 ( 12.349) top5 3.125 ( 2.521) | Test: [62][120/198] Time 0.725 Data 0.002 top1 7.031 ( 12.305) top5 3.125 ( 2.526) | Test: [62][121/198] Time 0.727 Data 0.001 top1 17.188 ( 12.345) top5 2.344 ( 2.525) | Test: [62][122/198] Time 0.713 Data 0.001 top1 12.500 ( 12.346) top5 3.125 ( 2.529) | Test: [62][123/198] Time 0.736 Data 0.001 top1 9.375 ( 12.322) top5 2.344 ( 2.528) | Test: [62][124/198] Time 0.730 Data 0.001 top1 14.844 ( 12.342) top5 3.125 ( 2.533) | Test: [62][125/198] Time 0.715 Data 0.001 top1 12.500 ( 12.344) top5 1.562 ( 2.525) | Test: [62][126/198] Time 0.720 Data 0.001 top1 10.156 ( 12.326) top5 0.781 ( 2.511) | Test: [62][127/198] Time 0.713 Data 0.001 top1 7.812 ( 12.291) top5 1.562 ( 2.504) | Test: [62][128/198] Time 0.717 Data 0.001 top1 17.969 ( 12.335) top5 4.688 ( 2.521) | Test: [62][129/198] Time 0.720 Data 0.003 top1 9.375 ( 12.312) top5 3.125 ( 2.525) | Test: [62][130/198] Time 0.725 Data 0.001 top1 14.844 ( 12.332) top5 2.344 ( 2.524) | Test: [62][131/198] Time 0.718 Data 0.001 top1 10.156 ( 12.315) top5 3.125 ( 2.529) | Test: [62][132/198] Time 0.726 Data 0.001 top1 14.062 ( 12.328) top5 3.125 ( 2.533) | Test: [62][133/198] Time 0.725 Data 0.000 top1 7.031 ( 12.289) top5 0.781 ( 2.520) | Test: [62][134/198] Time 0.716 Data 0.001 top1 16.406 ( 12.319) top5 3.906 ( 2.530) | Test: [62][135/198] Time 0.719 Data 0.001 top1 15.625 ( 12.344) top5 1.562 ( 2.523) | Test: [62][136/198] Time 0.719 Data 0.001 top1 10.938 ( 12.333) top5 0.781 ( 2.510) | Test: [62][137/198] Time 0.714 Data 0.001 top1 9.375 ( 12.312) top5 2.344 ( 2.509) | Test: [62][138/198] Time 0.722 Data 0.001 top1 17.969 ( 12.353) top5 2.344 ( 2.508) | Test: [62][139/198] Time 0.720 Data 0.001 top1 13.281 ( 12.359) top5 5.469 ( 2.529) | Test: [62][140/198] Time 0.728 Data 0.001 top1 13.281 ( 12.366) top5 3.125 ( 2.533) | Test: [62][141/198] Time 0.762 Data 0.001 top1 11.719 ( 12.361) top5 0.781 ( 2.521) | Test: [62][142/198] Time 0.740 Data 0.001 top1 7.812 ( 12.329) top5 1.562 ( 2.514) | Test: [62][143/198] Time 0.725 Data 0.001 top1 20.312 ( 12.385) top5 0.781 ( 2.502) | Test: [62][144/198] Time 0.725 Data 0.001 top1 16.406 ( 12.413) top5 2.344 ( 2.501) | Test: [62][145/198] Time 0.743 Data 0.001 top1 10.156 ( 12.398) top5 1.562 ( 2.495) | Test: [62][146/198] Time 0.724 Data 0.004 top1 7.031 ( 12.361) top5 2.344 ( 2.494) | Test: [62][147/198] Time 0.719 Data 0.001 top1 9.375 ( 12.341) top5 2.344 ( 2.493) | Test: [62][148/198] Time 0.757 Data 0.002 top1 14.062 ( 12.352) top5 1.562 ( 2.486) | Test: [62][149/198] Time 0.718 Data 0.001 top1 10.938 ( 12.343) top5 3.906 ( 2.496) | Test: [62][150/198] Time 0.718 Data 0.001 top1 14.844 ( 12.359) top5 2.344 ( 2.495) | Test: [62][151/198] Time 0.716 Data 0.001 top1 8.594 ( 12.334) top5 2.344 ( 2.494) | Test: [62][152/198] Time 0.719 Data 0.001 top1 11.719 ( 12.330) top5 1.562 ( 2.488) | Test: [62][153/198] Time 0.728 Data 0.001 top1 11.719 ( 12.326) top5 3.125 ( 2.492) | Test: [62][154/198] Time 0.725 Data 0.001 top1 14.062 ( 12.338) top5 2.344 ( 2.491) | Test: [62][155/198] Time 0.725 Data 0.000 top1 8.594 ( 12.314) top5 1.562 ( 2.485) | Test: [62][156/198] Time 0.721 Data 0.000 top1 12.500 ( 12.315) top5 2.344 ( 2.484) | Test: [62][157/198] Time 0.717 Data 0.001 top1 15.625 ( 12.336) top5 2.344 ( 2.483) | Test: [62][158/198] Time 0.714 Data 0.001 top1 9.375 ( 12.317) top5 0.781 ( 2.472) | Test: [62][159/198] Time 0.724 Data 0.001 top1 16.406 ( 12.343) top5 3.906 ( 2.481) | Test: [62][160/198] Time 0.732 Data 0.001 top1 13.281 ( 12.349) top5 3.125 ( 2.485) | Test: [62][161/198] Time 0.724 Data 0.001 top1 8.594 ( 12.325) top5 3.125 ( 2.489) | Test: [62][162/198] Time 0.725 Data 0.001 top1 10.156 ( 12.312) top5 1.562 ( 2.484) | Test: [62][163/198] Time 0.720 Data 0.000 top1 10.938 ( 12.303) top5 4.688 ( 2.497) | Test: [62][164/198] Time 0.730 Data 0.001 top1 7.031 ( 12.271) top5 1.562 ( 2.491) | Test: [62][165/198] Time 0.738 Data 0.001 top1 13.281 ( 12.277) top5 3.125 ( 2.495) | Test: [62][166/198] Time 0.739 Data 0.001 top1 14.844 ( 12.293) top5 4.688 ( 2.508) | Test: [62][167/198] Time 0.747 Data 0.001 top1 8.594 ( 12.271) top5 2.344 ( 2.507) | Test: [62][168/198] Time 0.724 Data 0.001 top1 14.062 ( 12.281) top5 0.000 ( 2.493) | Test: [62][169/198] Time 0.715 Data 0.001 top1 10.156 ( 12.269) top5 1.562 ( 2.487) | Test: [62][170/198] Time 0.812 Data 0.001 top1 10.938 ( 12.261) top5 3.906 ( 2.495) | Test: [62][171/198] Time 0.819 Data 0.001 top1 13.281 ( 12.267) top5 2.344 ( 2.495) | Test: [62][172/198] Time 0.763 Data 0.001 top1 12.500 ( 12.268) top5 2.344 ( 2.494) | Test: [62][173/198] Time 0.806 Data 0.001 top1 14.844 ( 12.283) top5 3.125 ( 2.497) | Test: [62][174/198] Time 0.791 Data 0.001 top1 13.281 ( 12.289) top5 3.906 ( 2.505) | Test: [62][175/198] Time 0.772 Data 0.001 top1 10.938 ( 12.281) top5 2.344 ( 2.504) | Test: [62][176/198] Time 0.718 Data 0.001 top1 11.719 ( 12.278) top5 2.344 ( 2.504) | Test: [62][177/198] Time 0.713 Data 0.001 top1 11.719 ( 12.275) top5 0.781 ( 2.494) | Test: [62][178/198] Time 0.722 Data 0.001 top1 12.500 ( 12.276) top5 3.125 ( 2.497) | Test: [62][179/198] Time 0.728 Data 0.001 top1 12.500 ( 12.277) top5 3.125 ( 2.501) | Test: [62][180/198] Time 0.724 Data 0.000 top1 13.281 ( 12.283) top5 2.344 ( 2.500) | Test: [62][181/198] Time 0.719 Data 0.001 top1 20.312 ( 12.327) top5 3.125 ( 2.503) | Test: [62][182/198] Time 0.717 Data 0.001 top1 11.719 ( 12.324) top5 0.000 ( 2.490) | Test: [62][183/198] Time 0.732 Data 0.001 top1 11.719 ( 12.321) top5 2.344 ( 2.489) | Test: [62][184/198] Time 0.736 Data 0.001 top1 11.719 ( 12.317) top5 3.125 ( 2.492) | Test: [62][185/198] Time 0.728 Data 0.001 top1 10.156 ( 12.306) top5 2.344 ( 2.492) | Test: [62][186/198] Time 0.713 Data 0.001 top1 10.156 ( 12.294) top5 0.781 ( 2.482) | Test: [62][187/198] Time 0.733 Data 0.001 top1 14.844 ( 12.308) top5 1.562 ( 2.477) | Test: [62][188/198] Time 0.716 Data 0.000 top1 15.625 ( 12.325) top5 2.344 ( 2.477) | Test: [62][189/198] Time 0.723 Data 0.000 top1 14.844 ( 12.339) top5 1.562 ( 2.472) | Test: [62][190/198] Time 0.744 Data 0.000 top1 14.062 ( 12.348) top5 5.469 ( 2.488) | Test: [62][191/198] Time 0.745 Data 0.000 top1 10.156 ( 12.336) top5 3.125 ( 2.491) | Test: [62][192/198] Time 0.718 Data 0.000 top1 13.281 ( 12.341) top5 1.562 ( 2.486) | Test: [62][193/198] Time 0.718 Data 0.000 top1 17.969 ( 12.370) top5 5.469 ( 2.502) | Test: [62][194/198] Time 0.722 Data 0.000 top1 14.062 ( 12.379) top5 3.906 ( 2.509) | Test: [62][195/198] Time 0.721 Data 0.000 top1 9.375 ( 12.364) top5 0.781 ( 2.500) | Test: [62][196/198] Time 0.723 Data 0.000 top1 17.188 ( 12.388) top5 2.344 ( 2.499) | Test: [62][197/198] Time 0.263 Data 0.000 top1 11.765 ( 12.385) top5 2.941 ( 2.501) | Test: [62][198/198] Time 0.717 Data 0.000 top1 12.500 ( 12.386) top5 1.562 ( 2.497) * Finished epoch # 62 top1: 12.386 top5: 2.497 * Best model 12.385806595365 2.4967041740939 Epoch 63 => Training epoch # 63 | Epoch: [63][1/553] Time 11.796 Data 9.288 Err 0.1864 top1 3.906 top5 0.781 | Epoch: [63][2/553] Time 2.429 Data 0.001 Err 0.2257 top1 3.906 top5 1.562 | Epoch: [63][3/553] Time 2.425 Data 0.001 Err 0.2753 top1 8.594 top5 2.344 | Epoch: [63][4/553] Time 2.421 Data 0.001 Err 0.1936 top1 5.469 top5 1.562 | Epoch: [63][5/553] Time 4.172 Data 1.734 Err 0.3058 top1 6.250 top5 2.344 | Epoch: [63][6/553] Time 3.210 Data 0.784 Err 0.2872 top1 7.031 top5 1.562 | Epoch: [63][7/553] Time 2.430 Data 0.001 Err 0.4640 top1 13.281 top5 6.250 | Epoch: [63][8/553] Time 2.466 Data 0.001 Err 0.2321 top1 4.688 top5 1.562 | Epoch: [63][9/553] Time 2.452 Data 0.001 Err 0.1800 top1 4.688 top5 2.344 | Epoch: [63][10/553] Time 2.422 Data 0.001 Err 0.2613 top1 5.469 top5 2.344 | Epoch: [63][11/553] Time 2.432 Data 0.000 Err 0.1369 top1 3.906 top5 0.000 | Epoch: [63][12/553] Time 2.428 Data 0.001 Err 0.3329 top1 8.594 top5 4.688 | Epoch: [63][13/553] Time 2.458 Data 0.001 Err 0.0785 top1 2.344 top5 0.000 | Epoch: [63][14/553] Time 2.428 Data 0.001 Err 0.2626 top1 7.031 top5 1.562 | Epoch: [63][15/553] Time 2.427 Data 0.001 Err 0.2433 top1 3.125 top5 1.562 | Epoch: [63][16/553] Time 2.430 Data 0.001 Err 0.1784 top1 4.688 top5 0.781 | Epoch: [63][17/553] Time 2.447 Data 0.003 Err 0.4241 top1 13.281 top5 3.125 | Epoch: [63][18/553] Time 2.440 Data 0.001 Err 0.1887 top1 3.906 top5 0.000 | Epoch: [63][19/553] Time 2.429 Data 0.000 Err 0.1969 top1 3.906 top5 0.000 | Epoch: [63][20/553] Time 2.459 Data 0.001 Err 0.2134 top1 4.688 top5 0.781 | Epoch: [63][21/553] Time 2.438 Data 0.001 Err 0.2385 top1 5.469 top5 3.125 | Epoch: [63][22/553] Time 2.429 Data 0.001 Err 0.1136 top1 3.906 top5 0.000 | Epoch: [63][23/553] Time 2.434 Data 0.003 Err 0.3720 top1 9.375 top5 3.125 | Epoch: [63][24/553] Time 2.429 Data 0.001 Err 0.2752 top1 7.031 top5 2.344 | Epoch: [63][25/553] Time 2.433 Data 0.001 Err 0.2155 top1 5.469 top5 0.781 | Epoch: [63][26/553] Time 2.469 Data 0.001 Err 0.1253 top1 3.125 top5 0.781 | Epoch: [63][27/553] Time 2.434 Data 0.001 Err 0.2384 top1 3.906 top5 2.344 | Epoch: [63][28/553] Time 2.445 Data 0.001 Err 0.2817 top1 6.250 top5 1.562 | Epoch: [63][29/553] Time 2.436 Data 0.001 Err 0.2501 top1 7.031 top5 0.781 | Epoch: [63][30/553] Time 2.469 Data 0.000 Err 0.2477 top1 7.031 top5 1.562 | Epoch: [63][31/553] Time 2.447 Data 0.000 Err 0.1587 top1 4.688 top5 0.000 | Epoch: [63][32/553] Time 2.449 Data 0.001 Err 0.2066 top1 4.688 top5 1.562 | Epoch: [63][33/553] Time 2.440 Data 0.001 Err 0.2387 top1 7.031 top5 1.562 | Epoch: [63][34/553] Time 2.461 Data 0.000 Err 0.1936 top1 3.906 top5 2.344 | Epoch: [63][35/553] Time 2.441 Data 0.001 Err 0.2794 top1 8.594 top5 2.344 | Epoch: [63][36/553] Time 2.439 Data 0.001 Err 0.2063 top1 6.250 top5 0.781 | Epoch: [63][37/553] Time 2.437 Data 0.001 Err 0.3300 top1 9.375 top5 2.344 | Epoch: [63][38/553] Time 2.474 Data 0.001 Err 0.3102 top1 7.812 top5 3.125 | Epoch: [63][39/553] Time 2.485 Data 0.001 Err 0.4111 top1 10.938 top5 3.906 | Epoch: [63][40/553] Time 2.497 Data 0.001 Err 0.2289 top1 6.250 top5 1.562 | Epoch: [63][41/553] Time 2.441 Data 0.001 Err 0.3229 top1 6.250 top5 2.344 | Epoch: [63][42/553] Time 2.463 Data 0.001 Err 0.4331 top1 10.938 top5 4.688 | Epoch: [63][43/553] Time 2.440 Data 0.001 Err 0.3638 top1 8.594 top5 3.906 | Epoch: [63][44/553] Time 2.436 Data 0.001 Err 0.3640 top1 8.594 top5 3.125 | Epoch: [63][45/553] Time 2.455 Data 0.002 Err 0.2254 top1 5.469 top5 1.562 | Epoch: [63][46/553] Time 2.446 Data 0.001 Err 0.3547 top1 7.031 top5 3.906 | Epoch: [63][47/553] Time 2.493 Data 0.001 Err 0.2572 top1 6.250 top5 1.562 | Epoch: [63][48/553] Time 2.441 Data 0.000 Err 0.2658 top1 7.812 top5 1.562 | Epoch: [63][49/553] Time 2.438 Data 0.001 Err 0.2664 top1 7.031 top5 3.125 | Epoch: [63][50/553] Time 2.442 Data 0.001 Err 0.3049 top1 8.594 top5 3.906 | Epoch: [63][51/553] Time 2.445 Data 0.000 Err 0.1474 top1 3.906 top5 0.781 | Epoch: [63][52/553] Time 2.455 Data 0.001 Err 0.2581 top1 7.812 top5 2.344 | Epoch: [63][53/553] Time 2.481 Data 0.001 Err 0.2960 top1 7.812 top5 3.125 | Epoch: [63][54/553] Time 2.442 Data 0.001 Err 0.1249 top1 3.125 top5 0.781 | Epoch: [63][55/553] Time 2.430 Data 0.001 Err 0.3971 top1 10.938 top5 5.469 | Epoch: [63][56/553] Time 2.485 Data 0.000 Err 0.3001 top1 8.594 top5 2.344 | Epoch: [63][57/553] Time 2.468 Data 0.001 Err 0.1822 top1 2.344 top5 0.781 | Epoch: [63][58/553] Time 2.480 Data 0.001 Err 0.2756 top1 9.375 top5 0.781 | Epoch: [63][59/553] Time 2.438 Data 0.001 Err 0.2059 top1 5.469 top5 0.781 | Epoch: [63][60/553] Time 2.445 Data 0.001 Err 0.3014 top1 5.469 top5 3.125 | Epoch: [63][61/553] Time 2.537 Data 0.001 Err 0.3005 top1 7.812 top5 3.906 | Epoch: [63][62/553] Time 2.436 Data 0.001 Err 0.2784 top1 5.469 top5 3.125 | Epoch: [63][63/553] Time 2.485 Data 0.001 Err 0.2547 top1 7.812 top5 0.781 | Epoch: [63][64/553] Time 2.448 Data 0.001 Err 0.1317 top1 3.125 top5 0.781 | Epoch: [63][65/553] Time 2.466 Data 0.001 Err 0.2019 top1 7.812 top5 0.781 | Epoch: [63][66/553] Time 2.451 Data 0.001 Err 0.3067 top1 7.812 top5 2.344 | Epoch: [63][67/553] Time 2.446 Data 0.001 Err 0.2104 top1 7.031 top5 0.781 | Epoch: [63][68/553] Time 2.447 Data 0.001 Err 0.2182 top1 3.906 top5 1.562 | Epoch: [63][69/553] Time 2.453 Data 0.001 Err 0.2497 top1 5.469 top5 3.125 | Epoch: [63][70/553] Time 2.471 Data 0.001 Err 0.2677 top1 9.375 top5 0.781 | Epoch: [63][71/553] Time 2.436 Data 0.001 Err 0.1911 top1 4.688 top5 1.562 | Epoch: [63][72/553] Time 2.510 Data 0.001 Err 0.2338 top1 5.469 top5 2.344 | Epoch: [63][73/553] Time 2.449 Data 0.001 Err 0.2296 top1 5.469 top5 3.125 | Epoch: [63][74/553] Time 2.443 Data 0.002 Err 0.2003 top1 4.688 top5 1.562 | Epoch: [63][75/553] Time 2.469 Data 0.001 Err 0.3877 top1 10.156 top5 3.906 | Epoch: [63][76/553] Time 2.470 Data 0.001 Err 0.2259 top1 7.031 top5 1.562 | Epoch: [63][77/553] Time 2.433 Data 0.001 Err 0.2159 top1 3.906 top5 0.781 | Epoch: [63][78/553] Time 2.478 Data 0.001 Err 0.2540 top1 7.031 top5 1.562 | Epoch: [63][79/553] Time 2.445 Data 0.001 Err 0.1897 top1 5.469 top5 0.781 | Epoch: [63][80/553] Time 2.472 Data 0.001 Err 0.2149 top1 8.594 top5 0.000 | Epoch: [63][81/553] Time 2.459 Data 0.000 Err 0.2092 top1 6.250 top5 0.781 | Epoch: [63][82/553] Time 2.439 Data 0.001 Err 0.2584 top1 7.031 top5 1.562 | Epoch: [63][83/553] Time 2.441 Data 0.001 Err 0.2031 top1 7.031 top5 0.781 | Epoch: [63][84/553] Time 2.444 Data 0.001 Err 0.2223 top1 5.469 top5 2.344 | Epoch: [63][85/553] Time 2.438 Data 0.001 Err 0.2783 top1 7.812 top5 1.562 | Epoch: [63][86/553] Time 2.455 Data 0.001 Err 0.3195 top1 10.156 top5 3.906 | Epoch: [63][87/553] Time 2.462 Data 0.001 Err 0.2491 top1 7.031 top5 1.562 | Epoch: [63][88/553] Time 2.436 Data 0.001 Err 0.2683 top1 6.250 top5 2.344 | Epoch: [63][89/553] Time 2.492 Data 0.001 Err 0.2992 top1 7.031 top5 2.344 | Epoch: [63][90/553] Time 2.476 Data 0.001 Err 0.2690 top1 6.250 top5 3.125 | Epoch: [63][91/553] Time 2.469 Data 0.001 Err 0.2462 top1 7.031 top5 1.562 | Epoch: [63][92/553] Time 2.444 Data 0.001 Err 0.1454 top1 3.906 top5 0.781 | Epoch: [63][93/553] Time 2.446 Data 0.004 Err 0.2662 top1 4.688 top5 2.344 | Epoch: [63][94/553] Time 2.445 Data 0.001 Err 0.2331 top1 3.906 top5 3.125 | Epoch: [63][95/553] Time 2.440 Data 0.001 Err 0.1815 top1 5.469 top5 0.781 | Epoch: [63][96/553] Time 2.442 Data 0.001 Err 0.1844 top1 4.688 top5 0.781 | Epoch: [63][97/553] Time 2.437 Data 0.001 Err 0.2227 top1 5.469 top5 1.562 | Epoch: [63][98/553] Time 2.443 Data 0.001 Err 0.2025 top1 6.250 top5 1.562 | Epoch: [63][99/553] Time 2.456 Data 0.001 Err 0.2047 top1 6.250 top5 0.781 | Epoch: [63][100/553] Time 2.501 Data 0.001 Err 0.3060 top1 7.812 top5 2.344 | Epoch: [63][101/553] Time 2.442 Data 0.001 Err 0.2434 top1 5.469 top5 2.344 | Epoch: [63][102/553] Time 2.448 Data 0.001 Err 0.1870 top1 5.469 top5 0.781 | Epoch: [63][103/553] Time 2.494 Data 0.001 Err 0.3316 top1 8.594 top5 1.562 | Epoch: [63][104/553] Time 2.457 Data 0.001 Err 0.2038 top1 3.906 top5 1.562 | Epoch: [63][105/553] Time 2.449 Data 0.001 Err 0.2636 top1 3.906 top5 3.125 | Epoch: [63][106/553] Time 2.447 Data 0.001 Err 0.2792 top1 6.250 top5 0.781 | Epoch: [63][107/553] Time 2.437 Data 0.001 Err 0.3088 top1 7.031 top5 2.344 | Epoch: [63][108/553] Time 2.512 Data 0.001 Err 0.2164 top1 5.469 top5 0.781 | Epoch: [63][109/553] Time 2.434 Data 0.001 Err 0.2993 top1 7.031 top5 3.125 | Epoch: [63][110/553] Time 2.450 Data 0.001 Err 0.2739 top1 7.812 top5 0.781 | Epoch: [63][111/553] Time 2.435 Data 0.001 Err 0.1808 top1 4.688 top5 0.781 | Epoch: [63][112/553] Time 2.484 Data 0.001 Err 0.3023 top1 8.594 top5 3.125 | Epoch: [63][113/553] Time 2.443 Data 0.001 Err 0.1237 top1 2.344 top5 0.781 | Epoch: [63][114/553] Time 2.503 Data 0.001 Err 0.2234 top1 6.250 top5 1.562 | Epoch: [63][115/553] Time 2.458 Data 0.001 Err 0.2931 top1 8.594 top5 1.562 | Epoch: [63][116/553] Time 2.460 Data 0.001 Err 0.2077 top1 4.688 top5 0.781 | Epoch: [63][117/553] Time 2.486 Data 0.001 Err 0.2017 top1 5.469 top5 0.781 | Epoch: [63][118/553] Time 2.439 Data 0.001 Err 0.2184 top1 5.469 top5 1.562 | Epoch: [63][119/553] Time 2.440 Data 0.001 Err 0.2877 top1 7.031 top5 3.125 | Epoch: [63][120/553] Time 2.482 Data 0.001 Err 0.4694 top1 7.812 top5 3.125 | Epoch: [63][121/553] Time 2.502 Data 0.001 Err 0.2245 top1 7.031 top5 0.781 | Epoch: [63][122/553] Time 2.495 Data 0.007 Err 0.2423 top1 7.031 top5 1.562 | Epoch: [63][123/553] Time 2.442 Data 0.001 Err 0.3518 top1 9.375 top5 2.344 | Epoch: [63][124/553] Time 2.471 Data 0.001 Err 0.2876 top1 6.250 top5 3.125 | Epoch: [63][125/553] Time 2.478 Data 0.001 Err 0.2464 top1 6.250 top5 1.562 | Epoch: [63][126/553] Time 2.440 Data 0.000 Err 0.4039 top1 12.500 top5 3.125 | Epoch: [63][127/553] Time 2.460 Data 0.001 Err 0.1780 top1 3.125 top5 1.562 | Epoch: [63][128/553] Time 2.445 Data 0.001 Err 0.1788 top1 5.469 top5 0.000 | Epoch: [63][129/553] Time 2.472 Data 0.001 Err 0.2689 top1 7.031 top5 2.344 | Epoch: [63][130/553] Time 2.467 Data 0.001 Err 0.2412 top1 7.031 top5 2.344 | Epoch: [63][131/553] Time 2.448 Data 0.004 Err 0.2029 top1 5.469 top5 0.781 | Epoch: [63][132/553] Time 2.436 Data 0.001 Err 0.3803 top1 9.375 top5 2.344 | Epoch: [63][133/553] Time 2.474 Data 0.001 Err 0.3141 top1 7.812 top5 2.344 | Epoch: [63][134/553] Time 2.475 Data 0.000 Err 0.1617 top1 5.469 top5 0.781 | Epoch: [63][135/553] Time 2.479 Data 0.001 Err 0.2022 top1 5.469 top5 1.562 | Epoch: [63][136/553] Time 2.491 Data 0.001 Err 0.1743 top1 3.906 top5 2.344 | Epoch: [63][137/553] Time 2.479 Data 0.001 Err 0.1134 top1 3.125 top5 0.000 | Epoch: [63][138/553] Time 2.437 Data 0.001 Err 0.2265 top1 4.688 top5 2.344 | Epoch: [63][139/553] Time 2.459 Data 0.001 Err 0.4358 top1 13.281 top5 5.469 | Epoch: [63][140/553] Time 2.448 Data 0.001 Err 0.4026 top1 9.375 top5 5.469 | Epoch: [63][141/553] Time 2.475 Data 0.001 Err 0.2679 top1 7.031 top5 2.344 | Epoch: [63][142/553] Time 2.497 Data 0.001 Err 0.4505 top1 10.156 top5 4.688 | Epoch: [63][143/553] Time 2.443 Data 0.001 Err 0.3089 top1 7.812 top5 2.344 | Epoch: [63][144/553] Time 2.447 Data 0.001 Err 0.1999 top1 4.688 top5 0.781 | Epoch: [63][145/553] Time 2.444 Data 0.001 Err 0.1920 top1 5.469 top5 0.000 | Epoch: [63][146/553] Time 2.512 Data 0.001 Err 0.1755 top1 3.906 top5 1.562 | Epoch: [63][147/553] Time 2.492 Data 0.001 Err 0.2316 top1 5.469 top5 3.125 | Epoch: [63][148/553] Time 2.464 Data 0.001 Err 0.2080 top1 4.688 top5 0.781 | Epoch: [63][149/553] Time 2.471 Data 0.001 Err 0.2250 top1 5.469 top5 3.125 | Epoch: [63][150/553] Time 2.468 Data 0.001 Err 0.3032 top1 6.250 top5 3.125 | Epoch: [63][151/553] Time 2.471 Data 0.000 Err 0.2424 top1 7.812 top5 1.562 | Epoch: [63][152/553] Time 2.446 Data 0.001 Err 0.2211 top1 5.469 top5 0.781 | Epoch: [63][153/553] Time 2.445 Data 0.001 Err 0.3024 top1 6.250 top5 3.125 | Epoch: [63][154/553] Time 2.452 Data 0.000 Err 0.1681 top1 4.688 top5 0.781 | Epoch: [63][155/553] Time 2.435 Data 0.001 Err 0.3453 top1 9.375 top5 3.125 | Epoch: [63][156/553] Time 2.478 Data 0.001 Err 0.2459 top1 7.812 top5 0.781 | Epoch: [63][157/553] Time 2.454 Data 0.001 Err 0.1924 top1 6.250 top5 0.781 | Epoch: [63][158/553] Time 2.445 Data 0.001 Err 0.3218 top1 7.812 top5 3.125 | Epoch: [63][159/553] Time 2.438 Data 0.001 Err 0.2156 top1 7.812 top5 0.781 | Epoch: [63][160/553] Time 2.518 Data 0.001 Err 0.3700 top1 9.375 top5 3.906 | Epoch: [63][161/553] Time 2.449 Data 0.001 Err 0.1163 top1 2.344 top5 1.562 | Epoch: [63][162/553] Time 2.453 Data 0.001 Err 0.2165 top1 6.250 top5 2.344 | Epoch: [63][163/553] Time 2.438 Data 0.001 Err 0.2316 top1 5.469 top5 2.344 | Epoch: [63][164/553] Time 2.436 Data 0.001 Err 0.3049 top1 8.594 top5 2.344 | Epoch: [63][165/553] Time 2.442 Data 0.001 Err 0.3085 top1 7.812 top5 4.688 | Epoch: [63][166/553] Time 2.513 Data 0.001 Err 0.1360 top1 2.344 top5 1.562 | Epoch: [63][167/553] Time 2.463 Data 0.001 Err 0.2813 top1 5.469 top5 3.125 | Epoch: [63][168/553] Time 2.435 Data 0.001 Err 0.3158 top1 10.156 top5 0.000 | Epoch: [63][169/553] Time 2.440 Data 0.001 Err 0.1767 top1 4.688 top5 1.562 | Epoch: [63][170/553] Time 2.444 Data 0.001 Err 0.2093 top1 5.469 top5 1.562 | Epoch: [63][171/553] Time 2.444 Data 0.001 Err 0.3903 top1 10.156 top5 3.906 | Epoch: [63][172/553] Time 2.451 Data 0.001 Err 0.2089 top1 6.250 top5 1.562 | Epoch: [63][173/553] Time 2.485 Data 0.001 Err 0.2569 top1 6.250 top5 3.125 | Epoch: [63][174/553] Time 2.446 Data 0.001 Err 0.1551 top1 2.344 top5 0.781 | Epoch: [63][175/553] Time 2.474 Data 0.001 Err 0.2124 top1 6.250 top5 0.781 | Epoch: [63][176/553] Time 2.475 Data 0.001 Err 0.1741 top1 7.812 top5 0.000 | Epoch: [63][177/553] Time 2.482 Data 0.001 Err 0.1969 top1 3.125 top5 1.562 | Epoch: [63][178/553] Time 2.443 Data 0.001 Err 0.3750 top1 10.938 top5 3.906 | Epoch: [63][179/553] Time 2.472 Data 0.001 Err 0.2753 top1 6.250 top5 3.125 | Epoch: [63][180/553] Time 2.440 Data 0.001 Err 0.2927 top1 7.812 top5 1.562 | Epoch: [63][181/553] Time 2.435 Data 0.001 Err 0.1991 top1 4.688 top5 1.562 | Epoch: [63][182/553] Time 2.441 Data 0.000 Err 0.2821 top1 7.031 top5 1.562 | Epoch: [63][183/553] Time 2.477 Data 0.001 Err 0.3075 top1 5.469 top5 3.906 | Epoch: [63][184/553] Time 2.445 Data 0.001 Err 0.2399 top1 6.250 top5 2.344 | Epoch: [63][185/553] Time 2.476 Data 0.001 Err 0.2131 top1 7.031 top5 0.781 | Epoch: [63][186/553] Time 2.438 Data 0.000 Err 0.1558 top1 3.906 top5 0.781 | Epoch: [63][187/553] Time 2.473 Data 0.001 Err 0.2990 top1 7.812 top5 2.344 | Epoch: [63][188/553] Time 2.443 Data 0.003 Err 0.2704 top1 7.031 top5 1.562 | Epoch: [63][189/553] Time 2.471 Data 0.001 Err 0.2738 top1 8.594 top5 1.562 | Epoch: [63][190/553] Time 2.451 Data 0.001 Err 0.1626 top1 6.250 top5 0.000 | Epoch: [63][191/553] Time 2.440 Data 0.001 Err 0.2817 top1 7.812 top5 2.344 | Epoch: [63][192/553] Time 2.448 Data 0.001 Err 0.3309 top1 9.375 top5 4.688 | Epoch: [63][193/553] Time 2.518 Data 0.001 Err 0.2462 top1 7.031 top5 1.562 | Epoch: [63][194/553] Time 2.439 Data 0.001 Err 0.2370 top1 5.469 top5 1.562 | Epoch: [63][195/553] Time 2.497 Data 0.001 Err 0.1528 top1 3.906 top5 0.781 | Epoch: [63][196/553] Time 2.433 Data 0.001 Err 0.2597 top1 9.375 top5 3.125 | Epoch: [63][197/553] Time 2.473 Data 0.001 Err 0.3590 top1 7.031 top5 3.906 | Epoch: [63][198/553] Time 2.469 Data 0.001 Err 0.3726 top1 9.375 top5 3.125 | Epoch: [63][199/553] Time 2.466 Data 0.001 Err 0.2302 top1 4.688 top5 2.344 | Epoch: [63][200/553] Time 2.442 Data 0.001 Err 0.3038 top1 6.250 top5 3.125 | Epoch: [63][201/553] Time 2.480 Data 0.001 Err 0.1409 top1 2.344 top5 0.781 | Epoch: [63][202/553] Time 2.442 Data 0.000 Err 0.1639 top1 3.906 top5 0.781 | Epoch: [63][203/553] Time 2.517 Data 0.001 Err 0.2121 top1 6.250 top5 2.344 | Epoch: [63][204/553] Time 2.452 Data 0.001 Err 0.2877 top1 6.250 top5 1.562 | Epoch: [63][205/553] Time 2.467 Data 0.001 Err 0.2475 top1 5.469 top5 2.344 | Epoch: [63][206/553] Time 2.456 Data 0.001 Err 0.3276 top1 11.719 top5 0.781 | Epoch: [63][207/553] Time 2.482 Data 0.001 Err 0.2555 top1 7.031 top5 3.125 | Epoch: [63][208/553] Time 2.444 Data 0.001 Err 0.2823 top1 7.812 top5 3.125 | Epoch: [63][209/553] Time 2.462 Data 0.001 Err 0.2552 top1 7.031 top5 1.562 | Epoch: [63][210/553] Time 2.439 Data 0.000 Err 0.2899 top1 8.594 top5 2.344 | Epoch: [63][211/553] Time 2.471 Data 0.001 Err 0.1029 top1 3.125 top5 0.000 | Epoch: [63][212/553] Time 2.444 Data 0.001 Err 0.3959 top1 8.594 top5 3.906 | Epoch: [63][213/553] Time 2.438 Data 0.001 Err 0.2494 top1 6.250 top5 2.344 | Epoch: [63][214/553] Time 2.445 Data 0.001 Err 0.2394 top1 5.469 top5 0.781 | Epoch: [63][215/553] Time 2.464 Data 0.001 Err 0.1766 top1 4.688 top5 0.000 | Epoch: [63][216/553] Time 2.435 Data 0.001 Err 0.2585 top1 7.812 top5 1.562 | Epoch: [63][217/553] Time 2.446 Data 0.001 Err 0.3542 top1 7.812 top5 1.562 | Epoch: [63][218/553] Time 2.437 Data 0.001 Err 0.1736 top1 3.125 top5 1.562 | Epoch: [63][219/553] Time 2.507 Data 0.000 Err 0.2027 top1 3.906 top5 2.344 | Epoch: [63][220/553] Time 2.442 Data 0.001 Err 0.3197 top1 7.812 top5 2.344 | Epoch: [63][221/553] Time 2.507 Data 0.000 Err 0.2720 top1 7.812 top5 2.344 | Epoch: [63][222/553] Time 2.485 Data 0.001 Err 0.2136 top1 6.250 top5 0.000 | Epoch: [63][223/553] Time 2.507 Data 0.001 Err 0.3129 top1 7.812 top5 3.125 | Epoch: [63][224/553] Time 2.503 Data 0.000 Err 0.2788 top1 8.594 top5 1.562 | Epoch: [63][225/553] Time 2.443 Data 0.001 Err 0.2956 top1 8.594 top5 1.562 | Epoch: [63][226/553] Time 2.470 Data 0.002 Err 0.2514 top1 5.469 top5 2.344 | Epoch: [63][227/553] Time 2.446 Data 0.001 Err 0.2536 top1 5.469 top5 1.562 | Epoch: [63][228/553] Time 2.448 Data 0.001 Err 0.2784 top1 7.031 top5 2.344 | Epoch: [63][229/553] Time 2.441 Data 0.001 Err 0.3395 top1 10.156 top5 3.906 | Epoch: [63][230/553] Time 2.478 Data 0.001 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [63][231/553] Time 2.448 Data 0.001 Err 0.2076 top1 6.250 top5 1.562 | Epoch: [63][232/553] Time 2.447 Data 0.001 Err 0.3240 top1 6.250 top5 1.562 | Epoch: [63][233/553] Time 2.466 Data 0.001 Err 0.3098 top1 7.031 top5 0.781 | Epoch: [63][234/553] Time 2.502 Data 0.001 Err 0.3526 top1 7.031 top5 3.125 | Epoch: [63][235/553] Time 2.482 Data 0.001 Err 0.3184 top1 10.938 top5 0.781 | Epoch: [63][236/553] Time 2.444 Data 0.001 Err 0.2899 top1 7.812 top5 1.562 | Epoch: [63][237/553] Time 2.480 Data 0.001 Err 0.1919 top1 4.688 top5 1.562 | Epoch: [63][238/553] Time 2.477 Data 0.000 Err 0.3433 top1 9.375 top5 1.562 | Epoch: [63][239/553] Time 2.445 Data 0.001 Err 0.1938 top1 3.906 top5 2.344 | Epoch: [63][240/553] Time 2.443 Data 0.001 Err 0.2823 top1 7.812 top5 3.906 | Epoch: [63][241/553] Time 2.442 Data 0.001 Err 0.1859 top1 7.031 top5 0.781 | Epoch: [63][242/553] Time 2.485 Data 0.001 Err 0.2824 top1 7.031 top5 2.344 | Epoch: [63][243/553] Time 2.486 Data 0.001 Err 0.2248 top1 4.688 top5 2.344 | Epoch: [63][244/553] Time 2.451 Data 0.001 Err 0.2566 top1 8.594 top5 1.562 | Epoch: [63][245/553] Time 2.449 Data 0.004 Err 0.2648 top1 7.812 top5 2.344 | Epoch: [63][246/553] Time 2.466 Data 0.001 Err 0.3004 top1 7.031 top5 3.906 | Epoch: [63][247/553] Time 2.447 Data 0.001 Err 0.2326 top1 5.469 top5 3.125 | Epoch: [63][248/553] Time 2.491 Data 0.001 Err 0.3332 top1 7.812 top5 2.344 | Epoch: [63][249/553] Time 2.440 Data 0.001 Err 0.3144 top1 7.812 top5 3.125 | Epoch: [63][250/553] Time 2.443 Data 0.000 Err 0.2909 top1 7.031 top5 3.906 | Epoch: [63][251/553] Time 2.496 Data 0.001 Err 0.3478 top1 7.812 top5 3.125 | Epoch: [63][252/553] Time 2.438 Data 0.001 Err 0.2987 top1 7.812 top5 3.125 | Epoch: [63][253/553] Time 2.445 Data 0.001 Err 0.1938 top1 3.125 top5 1.562 | Epoch: [63][254/553] Time 2.441 Data 0.001 Err 0.2161 top1 7.031 top5 1.562 | Epoch: [63][255/553] Time 2.450 Data 0.001 Err 0.1636 top1 4.688 top5 0.000 | Epoch: [63][256/553] Time 2.457 Data 0.000 Err 0.2446 top1 7.031 top5 2.344 | Epoch: [63][257/553] Time 2.457 Data 0.001 Err 0.2558 top1 6.250 top5 2.344 | Epoch: [63][258/553] Time 2.447 Data 0.001 Err 0.1753 top1 3.906 top5 1.562 | Epoch: [63][259/553] Time 2.448 Data 0.001 Err 0.2885 top1 7.031 top5 0.781 | Epoch: [63][260/553] Time 2.436 Data 0.001 Err 0.2722 top1 6.250 top5 1.562 | Epoch: [63][261/553] Time 2.443 Data 0.001 Err 0.1805 top1 5.469 top5 0.000 | Epoch: [63][262/553] Time 2.469 Data 0.001 Err 0.3032 top1 6.250 top5 2.344 | Epoch: [63][263/553] Time 2.440 Data 0.001 Err 0.1205 top1 3.906 top5 0.000 | Epoch: [63][264/553] Time 2.460 Data 0.003 Err 0.2525 top1 4.688 top5 1.562 | Epoch: [63][265/553] Time 2.445 Data 0.001 Err 0.2214 top1 3.906 top5 1.562 | Epoch: [63][266/553] Time 2.454 Data 0.001 Err 0.2129 top1 5.469 top5 1.562 | Epoch: [63][267/553] Time 2.449 Data 0.001 Err 0.3299 top1 8.594 top5 2.344 | Epoch: [63][268/553] Time 2.531 Data 0.001 Err 0.1425 top1 3.125 top5 0.781 | Epoch: [63][269/553] Time 2.451 Data 0.001 Err 0.2152 top1 4.688 top5 2.344 | Epoch: [63][270/553] Time 2.508 Data 0.001 Err 0.2276 top1 5.469 top5 1.562 | Epoch: [63][271/553] Time 2.452 Data 0.001 Err 0.2356 top1 5.469 top5 0.781 | Epoch: [63][272/553] Time 2.451 Data 0.001 Err 0.2055 top1 6.250 top5 1.562 | Epoch: [63][273/553] Time 2.462 Data 0.001 Err 0.2846 top1 8.594 top5 2.344 | Epoch: [63][274/553] Time 2.474 Data 0.001 Err 0.2826 top1 7.812 top5 1.562 | Epoch: [63][275/553] Time 2.509 Data 0.001 Err 0.2800 top1 6.250 top5 1.562 | Epoch: [63][276/553] Time 2.515 Data 0.001 Err 0.2562 top1 7.812 top5 2.344 | Epoch: [63][277/553] Time 2.479 Data 0.001 Err 0.4277 top1 10.938 top5 3.125 | Epoch: [63][278/553] Time 2.475 Data 0.000 Err 0.3107 top1 8.594 top5 1.562 | Epoch: [63][279/553] Time 2.437 Data 0.001 Err 0.1549 top1 3.906 top5 0.781 | Epoch: [63][280/553] Time 2.481 Data 0.001 Err 0.2841 top1 7.812 top5 2.344 | Epoch: [63][281/553] Time 2.440 Data 0.001 Err 0.3617 top1 10.156 top5 3.906 | Epoch: [63][282/553] Time 2.437 Data 0.001 Err 0.3129 top1 8.594 top5 2.344 | Epoch: [63][283/553] Time 2.455 Data 0.004 Err 0.2363 top1 8.594 top5 1.562 | Epoch: [63][284/553] Time 2.447 Data 0.001 Err 0.2233 top1 7.031 top5 1.562 | Epoch: [63][285/553] Time 2.459 Data 0.001 Err 0.1710 top1 3.906 top5 2.344 | Epoch: [63][286/553] Time 2.457 Data 0.000 Err 0.2527 top1 7.031 top5 0.781 | Epoch: [63][287/553] Time 2.455 Data 0.001 Err 0.3358 top1 7.812 top5 3.125 | Epoch: [63][288/553] Time 2.460 Data 0.001 Err 0.2224 top1 5.469 top5 0.781 | Epoch: [63][289/553] Time 2.442 Data 0.001 Err 0.3271 top1 7.812 top5 5.469 | Epoch: [63][290/553] Time 2.437 Data 0.001 Err 0.1882 top1 3.125 top5 1.562 | Epoch: [63][291/553] Time 2.493 Data 0.001 Err 0.2724 top1 6.250 top5 2.344 | Epoch: [63][292/553] Time 2.432 Data 0.001 Err 0.2379 top1 9.375 top5 0.781 | Epoch: [63][293/553] Time 2.446 Data 0.001 Err 0.2736 top1 6.250 top5 0.781 | Epoch: [63][294/553] Time 2.450 Data 0.001 Err 0.2866 top1 7.812 top5 2.344 | Epoch: [63][295/553] Time 2.465 Data 0.001 Err 0.3564 top1 10.938 top5 0.781 | Epoch: [63][296/553] Time 2.448 Data 0.001 Err 0.2246 top1 5.469 top5 2.344 | Epoch: [63][297/553] Time 2.501 Data 0.001 Err 0.2629 top1 7.812 top5 1.562 | Epoch: [63][298/553] Time 2.450 Data 0.001 Err 0.2505 top1 6.250 top5 0.781 | Epoch: [63][299/553] Time 2.470 Data 0.001 Err 0.1779 top1 3.906 top5 0.000 | Epoch: [63][300/553] Time 2.439 Data 0.001 Err 0.3253 top1 8.594 top5 3.125 | Epoch: [63][301/553] Time 2.441 Data 0.001 Err 0.2891 top1 8.594 top5 2.344 | Epoch: [63][302/553] Time 2.455 Data 0.003 Err 0.1629 top1 2.344 top5 0.781 | Epoch: [63][303/553] Time 2.453 Data 0.001 Err 0.4532 top1 12.500 top5 6.250 | Epoch: [63][304/553] Time 2.472 Data 0.001 Err 0.1331 top1 3.906 top5 0.000 | Epoch: [63][305/553] Time 2.457 Data 0.001 Err 0.2969 top1 7.031 top5 2.344 | Epoch: [63][306/553] Time 2.459 Data 0.001 Err 0.2686 top1 7.031 top5 3.125 | Epoch: [63][307/553] Time 2.445 Data 0.001 Err 0.2345 top1 6.250 top5 3.125 | Epoch: [63][308/553] Time 2.462 Data 0.001 Err 0.2270 top1 7.812 top5 1.562 | Epoch: [63][309/553] Time 2.467 Data 0.001 Err 0.2376 top1 5.469 top5 2.344 | Epoch: [63][310/553] Time 2.476 Data 0.001 Err 0.2645 top1 9.375 top5 1.562 | Epoch: [63][311/553] Time 2.479 Data 0.001 Err 0.2599 top1 8.594 top5 1.562 | Epoch: [63][312/553] Time 2.446 Data 0.001 Err 0.2379 top1 5.469 top5 2.344 | Epoch: [63][313/553] Time 2.470 Data 0.001 Err 0.3052 top1 8.594 top5 3.125 | Epoch: [63][314/553] Time 2.442 Data 0.001 Err 0.1224 top1 3.906 top5 0.000 | Epoch: [63][315/553] Time 2.450 Data 0.001 Err 0.3348 top1 8.594 top5 3.125 | Epoch: [63][316/553] Time 2.446 Data 0.001 Err 0.2574 top1 7.031 top5 1.562 | Epoch: [63][317/553] Time 2.466 Data 0.001 Err 0.3306 top1 8.594 top5 3.906 | Epoch: [63][318/553] Time 2.472 Data 0.001 Err 0.3705 top1 11.719 top5 4.688 | Epoch: [63][319/553] Time 2.471 Data 0.000 Err 0.3419 top1 9.375 top5 3.906 | Epoch: [63][320/553] Time 2.441 Data 0.001 Err 0.1730 top1 4.688 top5 1.562 | Epoch: [63][321/553] Time 2.506 Data 0.003 Err 0.2810 top1 7.031 top5 3.125 | Epoch: [63][322/553] Time 2.443 Data 0.001 Err 0.3000 top1 7.031 top5 0.781 | Epoch: [63][323/553] Time 2.451 Data 0.001 Err 0.2272 top1 3.906 top5 2.344 | Epoch: [63][324/553] Time 2.471 Data 0.001 Err 0.1606 top1 5.469 top5 0.781 | Epoch: [63][325/553] Time 2.486 Data 0.001 Err 0.1246 top1 3.125 top5 0.000 | Epoch: [63][326/553] Time 2.474 Data 0.001 Err 0.4330 top1 11.719 top5 3.906 | Epoch: [63][327/553] Time 2.456 Data 0.001 Err 0.3067 top1 7.812 top5 2.344 | Epoch: [63][328/553] Time 2.438 Data 0.001 Err 0.3525 top1 10.156 top5 3.906 | Epoch: [63][329/553] Time 2.440 Data 0.001 Err 0.2032 top1 6.250 top5 1.562 | Epoch: [63][330/553] Time 2.444 Data 0.001 Err 0.2545 top1 7.812 top5 1.562 | Epoch: [63][331/553] Time 2.491 Data 0.001 Err 0.2657 top1 6.250 top5 1.562 | Epoch: [63][332/553] Time 2.447 Data 0.001 Err 0.3332 top1 10.156 top5 1.562 | Epoch: [63][333/553] Time 2.466 Data 0.001 Err 0.3223 top1 9.375 top5 3.125 | Epoch: [63][334/553] Time 2.480 Data 0.001 Err 0.1483 top1 3.125 top5 0.781 | Epoch: [63][335/553] Time 2.477 Data 0.000 Err 0.2926 top1 8.594 top5 0.781 | Epoch: [63][336/553] Time 2.455 Data 0.001 Err 0.1140 top1 3.906 top5 0.781 | Epoch: [63][337/553] Time 2.448 Data 0.001 Err 0.3273 top1 7.031 top5 3.125 | Epoch: [63][338/553] Time 2.468 Data 0.004 Err 0.3136 top1 7.031 top5 2.344 | Epoch: [63][339/553] Time 2.451 Data 0.001 Err 0.2145 top1 5.469 top5 1.562 | Epoch: [63][340/553] Time 2.451 Data 0.003 Err 0.3031 top1 11.719 top5 1.562 | Epoch: [63][341/553] Time 2.495 Data 0.001 Err 0.2443 top1 7.812 top5 0.781 | Epoch: [63][342/553] Time 2.489 Data 0.001 Err 0.2532 top1 7.031 top5 1.562 | Epoch: [63][343/553] Time 2.438 Data 0.001 Err 0.2120 top1 6.250 top5 1.562 | Epoch: [63][344/553] Time 2.443 Data 0.001 Err 0.2150 top1 7.031 top5 0.781 | Epoch: [63][345/553] Time 2.434 Data 0.001 Err 0.3365 top1 9.375 top5 3.125 | Epoch: [63][346/553] Time 2.465 Data 0.001 Err 0.2304 top1 5.469 top5 3.125 | Epoch: [63][347/553] Time 2.472 Data 0.001 Err 0.1830 top1 6.250 top5 1.562 | Epoch: [63][348/553] Time 2.512 Data 0.001 Err 0.0697 top1 1.562 top5 0.000 | Epoch: [63][349/553] Time 2.462 Data 0.001 Err 0.4184 top1 9.375 top5 5.469 | Epoch: [63][350/553] Time 2.518 Data 0.001 Err 0.2351 top1 7.031 top5 0.781 | Epoch: [63][351/553] Time 2.466 Data 0.001 Err 0.3851 top1 10.938 top5 3.125 | Epoch: [63][352/553] Time 2.533 Data 0.001 Err 0.2590 top1 3.906 top5 3.906 | Epoch: [63][353/553] Time 2.513 Data 0.001 Err 0.2170 top1 4.688 top5 0.000 | Epoch: [63][354/553] Time 2.484 Data 0.001 Err 0.2099 top1 7.031 top5 0.781 | Epoch: [63][355/553] Time 2.445 Data 0.001 Err 0.2715 top1 7.812 top5 3.125 | Epoch: [63][356/553] Time 2.437 Data 0.001 Err 0.2120 top1 4.688 top5 0.781 | Epoch: [63][357/553] Time 2.445 Data 0.001 Err 0.3939 top1 11.719 top5 3.125 | Epoch: [63][358/553] Time 2.446 Data 0.001 Err 0.2303 top1 5.469 top5 1.562 | Epoch: [63][359/553] Time 2.441 Data 0.001 Err 0.2828 top1 7.031 top5 0.781 | Epoch: [63][360/553] Time 2.507 Data 0.001 Err 0.1602 top1 4.688 top5 0.000 | Epoch: [63][361/553] Time 2.474 Data 0.001 Err 0.1661 top1 3.125 top5 0.781 | Epoch: [63][362/553] Time 2.440 Data 0.001 Err 0.3759 top1 7.031 top5 4.688 | Epoch: [63][363/553] Time 2.457 Data 0.001 Err 0.4175 top1 8.594 top5 4.688 | Epoch: [63][364/553] Time 2.479 Data 0.001 Err 0.2105 top1 4.688 top5 0.781 | Epoch: [63][365/553] Time 2.463 Data 0.001 Err 0.3149 top1 7.031 top5 2.344 | Epoch: [63][366/553] Time 2.494 Data 0.001 Err 0.3340 top1 9.375 top5 2.344 | Epoch: [63][367/553] Time 2.472 Data 0.001 Err 0.3361 top1 9.375 top5 0.781 | Epoch: [63][368/553] Time 2.443 Data 0.001 Err 0.1849 top1 5.469 top5 0.781 | Epoch: [63][369/553] Time 2.469 Data 0.001 Err 0.1494 top1 3.125 top5 0.781 | Epoch: [63][370/553] Time 2.436 Data 0.001 Err 0.2300 top1 5.469 top5 1.562 | Epoch: [63][371/553] Time 2.448 Data 0.001 Err 0.1991 top1 3.125 top5 2.344 | Epoch: [63][372/553] Time 2.440 Data 0.001 Err 0.3236 top1 7.031 top5 2.344 | Epoch: [63][373/553] Time 2.510 Data 0.001 Err 0.2578 top1 6.250 top5 2.344 | Epoch: [63][374/553] Time 2.453 Data 0.001 Err 0.3350 top1 7.812 top5 1.562 | Epoch: [63][375/553] Time 2.480 Data 0.001 Err 0.2409 top1 8.594 top5 1.562 | Epoch: [63][376/553] Time 2.439 Data 0.001 Err 0.3591 top1 13.281 top5 3.906 | Epoch: [63][377/553] Time 2.471 Data 0.001 Err 0.1999 top1 5.469 top5 0.000 | Epoch: [63][378/553] Time 2.504 Data 0.004 Err 0.3052 top1 9.375 top5 2.344 | Epoch: [63][379/553] Time 2.447 Data 0.000 Err 0.2336 top1 6.250 top5 0.781 | Epoch: [63][380/553] Time 2.461 Data 0.001 Err 0.3742 top1 10.156 top5 3.125 | Epoch: [63][381/553] Time 2.471 Data 0.001 Err 0.2504 top1 6.250 top5 1.562 | Epoch: [63][382/553] Time 2.489 Data 0.001 Err 0.1801 top1 2.344 top5 1.562 | Epoch: [63][383/553] Time 2.486 Data 0.001 Err 0.3183 top1 4.688 top5 1.562 | Epoch: [63][384/553] Time 2.476 Data 0.001 Err 0.2769 top1 5.469 top5 0.781 | Epoch: [63][385/553] Time 2.512 Data 0.001 Err 0.2006 top1 4.688 top5 1.562 | Epoch: [63][386/553] Time 2.439 Data 0.001 Err 0.3424 top1 7.812 top5 2.344 | Epoch: [63][387/553] Time 2.451 Data 0.001 Err 0.2953 top1 7.812 top5 2.344 | Epoch: [63][388/553] Time 2.464 Data 0.001 Err 0.3591 top1 8.594 top5 3.906 | Epoch: [63][389/553] Time 2.472 Data 0.001 Err 0.3657 top1 7.031 top5 4.688 | Epoch: [63][390/553] Time 2.455 Data 0.001 Err 0.3331 top1 7.812 top5 4.688 | Epoch: [63][391/553] Time 2.456 Data 0.001 Err 0.2531 top1 7.031 top5 1.562 | Epoch: [63][392/553] Time 2.513 Data 0.001 Err 0.2435 top1 6.250 top5 2.344 | Epoch: [63][393/553] Time 2.477 Data 0.000 Err 0.2894 top1 6.250 top5 3.906 | Epoch: [63][394/553] Time 2.447 Data 0.001 Err 0.3334 top1 7.031 top5 2.344 | Epoch: [63][395/553] Time 2.444 Data 0.001 Err 0.1557 top1 4.688 top5 0.000 | Epoch: [63][396/553] Time 2.472 Data 0.001 Err 0.1574 top1 3.125 top5 0.781 | Epoch: [63][397/553] Time 2.518 Data 0.003 Err 0.2279 top1 7.812 top5 1.562 | Epoch: [63][398/553] Time 2.435 Data 0.001 Err 0.1497 top1 5.469 top5 0.781 | Epoch: [63][399/553] Time 2.459 Data 0.001 Err 0.2588 top1 7.031 top5 1.562 | Epoch: [63][400/553] Time 2.470 Data 0.000 Err 0.2104 top1 3.906 top5 0.781 | Epoch: [63][401/553] Time 2.433 Data 0.001 Err 0.3310 top1 9.375 top5 2.344 | Epoch: [63][402/553] Time 2.448 Data 0.001 Err 0.2369 top1 6.250 top5 1.562 | Epoch: [63][403/553] Time 2.435 Data 0.001 Err 0.3699 top1 9.375 top5 3.906 | Epoch: [63][404/553] Time 2.455 Data 0.001 Err 0.0905 top1 3.125 top5 0.000 | Epoch: [63][405/553] Time 2.479 Data 0.001 Err 0.2152 top1 8.594 top5 0.781 | Epoch: [63][406/553] Time 2.435 Data 0.001 Err 0.2963 top1 7.812 top5 2.344 | Epoch: [63][407/553] Time 2.455 Data 0.001 Err 0.2607 top1 6.250 top5 2.344 | Epoch: [63][408/553] Time 2.478 Data 0.001 Err 0.2267 top1 6.250 top5 1.562 | Epoch: [63][409/553] Time 2.472 Data 0.001 Err 0.3212 top1 10.156 top5 3.125 | Epoch: [63][410/553] Time 2.460 Data 0.001 Err 0.2283 top1 8.594 top5 1.562 | Epoch: [63][411/553] Time 2.440 Data 0.001 Err 0.2470 top1 6.250 top5 1.562 | Epoch: [63][412/553] Time 2.466 Data 0.001 Err 0.2245 top1 3.125 top5 2.344 | Epoch: [63][413/553] Time 2.439 Data 0.001 Err 0.2817 top1 7.812 top5 2.344 | Epoch: [63][414/553] Time 2.455 Data 0.001 Err 0.2611 top1 6.250 top5 0.781 | Epoch: [63][415/553] Time 2.446 Data 0.001 Err 0.2438 top1 5.469 top5 0.781 | Epoch: [63][416/553] Time 2.444 Data 0.001 Err 0.3485 top1 7.812 top5 2.344 | Epoch: [63][417/553] Time 2.478 Data 0.001 Err 0.3347 top1 7.031 top5 3.125 | Epoch: [63][418/553] Time 2.442 Data 0.001 Err 0.2058 top1 4.688 top5 1.562 | Epoch: [63][419/553] Time 2.461 Data 0.000 Err 0.1961 top1 3.906 top5 0.781 | Epoch: [63][420/553] Time 2.467 Data 0.000 Err 0.3211 top1 6.250 top5 3.906 | Epoch: [63][421/553] Time 2.444 Data 0.001 Err 0.1407 top1 4.688 top5 0.000 | Epoch: [63][422/553] Time 2.443 Data 0.001 Err 0.3315 top1 9.375 top5 3.125 | Epoch: [63][423/553] Time 2.486 Data 0.001 Err 0.2902 top1 9.375 top5 0.781 | Epoch: [63][424/553] Time 2.475 Data 0.001 Err 0.1696 top1 3.906 top5 1.562 | Epoch: [63][425/553] Time 2.435 Data 0.001 Err 0.2210 top1 7.031 top5 0.781 | Epoch: [63][426/553] Time 2.474 Data 0.001 Err 0.2482 top1 7.812 top5 0.000 | Epoch: [63][427/553] Time 2.465 Data 0.001 Err 0.4530 top1 9.375 top5 2.344 | Epoch: [63][428/553] Time 2.519 Data 0.001 Err 0.3541 top1 7.031 top5 3.906 | Epoch: [63][429/553] Time 2.439 Data 0.001 Err 0.3452 top1 7.812 top5 2.344 | Epoch: [63][430/553] Time 2.435 Data 0.001 Err 0.3375 top1 7.812 top5 4.688 | Epoch: [63][431/553] Time 2.445 Data 0.001 Err 0.2842 top1 6.250 top5 3.125 | Epoch: [63][432/553] Time 2.446 Data 0.001 Err 0.3159 top1 4.688 top5 3.906 | Epoch: [63][433/553] Time 2.444 Data 0.001 Err 0.3411 top1 9.375 top5 0.781 | Epoch: [63][434/553] Time 2.438 Data 0.001 Err 0.2175 top1 5.469 top5 2.344 | Epoch: [63][435/553] Time 2.517 Data 0.006 Err 0.4141 top1 12.500 top5 2.344 | Epoch: [63][436/553] Time 2.506 Data 0.000 Err 0.1987 top1 4.688 top5 0.000 | Epoch: [63][437/553] Time 2.436 Data 0.001 Err 0.2267 top1 6.250 top5 2.344 | Epoch: [63][438/553] Time 2.439 Data 0.001 Err 0.1788 top1 4.688 top5 0.781 | Epoch: [63][439/553] Time 2.471 Data 0.000 Err 0.2232 top1 7.031 top5 0.781 | Epoch: [63][440/553] Time 2.475 Data 0.001 Err 0.0983 top1 3.125 top5 0.000 | Epoch: [63][441/553] Time 2.440 Data 0.001 Err 0.3068 top1 6.250 top5 3.906 | Epoch: [63][442/553] Time 2.444 Data 0.001 Err 0.3192 top1 7.812 top5 0.781 | Epoch: [63][443/553] Time 2.435 Data 0.001 Err 0.2000 top1 5.469 top5 0.781 | Epoch: [63][444/553] Time 2.512 Data 0.001 Err 0.3883 top1 8.594 top5 3.906 | Epoch: [63][445/553] Time 2.447 Data 0.001 Err 0.2280 top1 4.688 top5 3.125 | Epoch: [63][446/553] Time 2.447 Data 0.000 Err 0.2297 top1 7.031 top5 1.562 | Epoch: [63][447/553] Time 2.451 Data 0.001 Err 0.1900 top1 6.250 top5 0.781 | Epoch: [63][448/553] Time 2.469 Data 0.001 Err 0.3102 top1 7.812 top5 3.906 | Epoch: [63][449/553] Time 2.468 Data 0.001 Err 0.2252 top1 6.250 top5 0.781 | Epoch: [63][450/553] Time 2.452 Data 0.001 Err 0.2279 top1 7.031 top5 2.344 | Epoch: [63][451/553] Time 2.436 Data 0.001 Err 0.3325 top1 8.594 top5 2.344 | Epoch: [63][452/553] Time 2.463 Data 0.001 Err 0.2169 top1 6.250 top5 1.562 | Epoch: [63][453/553] Time 2.478 Data 0.001 Err 0.2150 top1 6.250 top5 2.344 | Epoch: [63][454/553] Time 2.437 Data 0.003 Err 0.2885 top1 7.812 top5 3.125 | Epoch: [63][455/553] Time 2.463 Data 0.001 Err 0.2643 top1 6.250 top5 0.781 | Epoch: [63][456/553] Time 2.439 Data 0.001 Err 0.2378 top1 9.375 top5 1.562 | Epoch: [63][457/553] Time 2.482 Data 0.001 Err 0.2515 top1 7.812 top5 1.562 | Epoch: [63][458/553] Time 2.450 Data 0.001 Err 0.4008 top1 10.938 top5 4.688 | Epoch: [63][459/553] Time 2.470 Data 0.001 Err 0.3454 top1 9.375 top5 1.562 | Epoch: [63][460/553] Time 2.444 Data 0.001 Err 0.3298 top1 8.594 top5 3.125 | Epoch: [63][461/553] Time 2.469 Data 0.001 Err 0.2833 top1 8.594 top5 1.562 | Epoch: [63][462/553] Time 2.439 Data 0.001 Err 0.3649 top1 11.719 top5 3.906 | Epoch: [63][463/553] Time 2.441 Data 0.001 Err 0.3087 top1 8.594 top5 3.125 | Epoch: [63][464/553] Time 2.483 Data 0.001 Err 0.2738 top1 6.250 top5 3.125 | Epoch: [63][465/553] Time 2.480 Data 0.001 Err 0.2179 top1 6.250 top5 2.344 | Epoch: [63][466/553] Time 2.447 Data 0.001 Err 0.2951 top1 9.375 top5 2.344 | Epoch: [63][467/553] Time 2.481 Data 0.001 Err 0.1932 top1 3.906 top5 1.562 | Epoch: [63][468/553] Time 2.491 Data 0.000 Err 0.1612 top1 3.125 top5 0.781 | Epoch: [63][469/553] Time 2.487 Data 0.001 Err 0.2575 top1 4.688 top5 2.344 | Epoch: [63][470/553] Time 2.482 Data 0.001 Err 0.3447 top1 9.375 top5 3.125 | Epoch: [63][471/553] Time 2.460 Data 0.001 Err 0.2010 top1 3.906 top5 1.562 | Epoch: [63][472/553] Time 2.511 Data 0.001 Err 0.3474 top1 8.594 top5 3.125 | Epoch: [63][473/553] Time 2.450 Data 0.004 Err 0.3282 top1 8.594 top5 3.906 | Epoch: [63][474/553] Time 2.440 Data 0.001 Err 0.1739 top1 3.125 top5 0.781 | Epoch: [63][475/553] Time 2.471 Data 0.001 Err 0.2989 top1 7.031 top5 3.906 | Epoch: [63][476/553] Time 2.448 Data 0.001 Err 0.1516 top1 3.125 top5 0.781 | Epoch: [63][477/553] Time 2.454 Data 0.001 Err 0.2025 top1 5.469 top5 1.562 | Epoch: [63][478/553] Time 2.440 Data 0.001 Err 0.2161 top1 4.688 top5 2.344 | Epoch: [63][479/553] Time 2.439 Data 0.001 Err 0.2143 top1 3.906 top5 1.562 | Epoch: [63][480/553] Time 2.469 Data 0.001 Err 0.2278 top1 7.812 top5 0.781 | Epoch: [63][481/553] Time 2.443 Data 0.001 Err 0.2774 top1 7.812 top5 2.344 | Epoch: [63][482/553] Time 2.483 Data 0.001 Err 0.2367 top1 6.250 top5 1.562 | Epoch: [63][483/553] Time 2.498 Data 0.001 Err 0.2154 top1 5.469 top5 2.344 | Epoch: [63][484/553] Time 2.482 Data 0.001 Err 0.3265 top1 7.812 top5 2.344 | Epoch: [63][485/553] Time 2.455 Data 0.001 Err 0.2834 top1 4.688 top5 2.344 | Epoch: [63][486/553] Time 2.447 Data 0.001 Err 0.3389 top1 10.156 top5 2.344 | Epoch: [63][487/553] Time 2.481 Data 0.001 Err 0.4201 top1 12.500 top5 3.125 | Epoch: [63][488/553] Time 2.453 Data 0.001 Err 0.2152 top1 4.688 top5 1.562 | Epoch: [63][489/553] Time 2.438 Data 0.001 Err 0.1729 top1 3.906 top5 1.562 | Epoch: [63][490/553] Time 2.460 Data 0.001 Err 0.3348 top1 9.375 top5 2.344 | Epoch: [63][491/553] Time 2.444 Data 0.001 Err 0.2807 top1 8.594 top5 1.562 | Epoch: [63][492/553] Time 2.468 Data 0.002 Err 0.2970 top1 8.594 top5 2.344 | Epoch: [63][493/553] Time 2.466 Data 0.000 Err 0.2035 top1 6.250 top5 1.562 | Epoch: [63][494/553] Time 2.460 Data 0.000 Err 0.1578 top1 3.906 top5 0.781 | Epoch: [63][495/553] Time 2.499 Data 0.000 Err 0.1825 top1 4.688 top5 0.781 | Epoch: [63][496/553] Time 2.476 Data 0.001 Err 0.2733 top1 8.594 top5 1.562 | Epoch: [63][497/553] Time 2.497 Data 0.001 Err 0.1628 top1 5.469 top5 0.000 | Epoch: [63][498/553] Time 2.477 Data 0.001 Err 0.2673 top1 5.469 top5 2.344 | Epoch: [63][499/553] Time 2.446 Data 0.001 Err 0.3110 top1 8.594 top5 2.344 | Epoch: [63][500/553] Time 2.450 Data 0.001 Err 0.1485 top1 3.906 top5 1.562 | Epoch: [63][501/553] Time 2.463 Data 0.001 Err 0.4475 top1 10.156 top5 3.125 | Epoch: [63][502/553] Time 2.441 Data 0.001 Err 0.2006 top1 7.031 top5 0.781 | Epoch: [63][503/553] Time 2.455 Data 0.000 Err 0.2423 top1 7.031 top5 2.344 | Epoch: [63][504/553] Time 2.484 Data 0.001 Err 0.2831 top1 7.031 top5 2.344 | Epoch: [63][505/553] Time 2.452 Data 0.001 Err 0.3898 top1 8.594 top5 3.125 | Epoch: [63][506/553] Time 2.483 Data 0.001 Err 0.1760 top1 3.125 top5 0.781 | Epoch: [63][507/553] Time 2.483 Data 0.001 Err 0.1917 top1 5.469 top5 1.562 | Epoch: [63][508/553] Time 2.437 Data 0.001 Err 0.1977 top1 5.469 top5 0.781 | Epoch: [63][509/553] Time 2.447 Data 0.001 Err 0.2425 top1 6.250 top5 3.125 | Epoch: [63][510/553] Time 2.441 Data 0.001 Err 0.2207 top1 4.688 top5 2.344 | Epoch: [63][511/553] Time 2.441 Data 0.003 Err 0.2666 top1 6.250 top5 1.562 | Epoch: [63][512/553] Time 2.510 Data 0.001 Err 0.3061 top1 7.031 top5 3.125 | Epoch: [63][513/553] Time 2.471 Data 0.001 Err 0.1501 top1 2.344 top5 0.000 | Epoch: [63][514/553] Time 2.445 Data 0.001 Err 0.2738 top1 6.250 top5 2.344 | Epoch: [63][515/553] Time 2.470 Data 0.001 Err 0.1385 top1 3.125 top5 0.781 | Epoch: [63][516/553] Time 2.483 Data 0.001 Err 0.1871 top1 4.688 top5 1.562 | Epoch: [63][517/553] Time 2.472 Data 0.001 Err 0.1732 top1 4.688 top5 1.562 | Epoch: [63][518/553] Time 2.434 Data 0.001 Err 0.2089 top1 4.688 top5 2.344 | Epoch: [63][519/553] Time 2.471 Data 0.001 Err 0.2479 top1 7.812 top5 2.344 | Epoch: [63][520/553] Time 2.481 Data 0.001 Err 0.2895 top1 7.031 top5 2.344 | Epoch: [63][521/553] Time 2.459 Data 0.001 Err 0.2328 top1 4.688 top5 2.344 | Epoch: [63][522/553] Time 2.443 Data 0.001 Err 0.2988 top1 9.375 top5 1.562 | Epoch: [63][523/553] Time 2.485 Data 0.001 Err 0.2823 top1 7.031 top5 3.906 | Epoch: [63][524/553] Time 2.439 Data 0.001 Err 0.3587 top1 10.156 top5 3.125 | Epoch: [63][525/553] Time 2.495 Data 0.001 Err 0.0800 top1 0.781 top5 0.781 | Epoch: [63][526/553] Time 2.466 Data 0.001 Err 0.2408 top1 5.469 top5 1.562 | Epoch: [63][527/553] Time 2.442 Data 0.001 Err 0.2725 top1 6.250 top5 4.688 | Epoch: [63][528/553] Time 2.442 Data 0.001 Err 0.3333 top1 10.156 top5 0.781 | Epoch: [63][529/553] Time 2.470 Data 0.001 Err 0.1677 top1 3.906 top5 1.562 | Epoch: [63][530/553] Time 2.441 Data 0.001 Err 0.3244 top1 7.812 top5 2.344 | Epoch: [63][531/553] Time 2.441 Data 0.001 Err 0.2195 top1 4.688 top5 1.562 | Epoch: [63][532/553] Time 2.506 Data 0.001 Err 0.1716 top1 3.125 top5 1.562 | Epoch: [63][533/553] Time 2.476 Data 0.001 Err 0.2331 top1 7.031 top5 2.344 | Epoch: [63][534/553] Time 2.459 Data 0.001 Err 0.1613 top1 6.250 top5 0.000 | Epoch: [63][535/553] Time 2.454 Data 0.001 Err 0.3070 top1 8.594 top5 4.688 | Epoch: [63][536/553] Time 2.437 Data 0.001 Err 0.2289 top1 5.469 top5 1.562 | Epoch: [63][537/553] Time 2.439 Data 0.000 Err 0.2370 top1 7.031 top5 1.562 | Epoch: [63][538/553] Time 2.442 Data 0.001 Err 0.2182 top1 7.031 top5 2.344 | Epoch: [63][539/553] Time 2.438 Data 0.001 Err 0.2403 top1 6.250 top5 1.562 | Epoch: [63][540/553] Time 2.453 Data 0.001 Err 0.2355 top1 6.250 top5 0.781 | Epoch: [63][541/553] Time 2.441 Data 0.001 Err 0.2551 top1 6.250 top5 1.562 | Epoch: [63][542/553] Time 2.441 Data 0.001 Err 0.2267 top1 7.031 top5 0.781 | Epoch: [63][543/553] Time 2.494 Data 0.000 Err 0.2478 top1 5.469 top5 1.562 | Epoch: [63][544/553] Time 2.444 Data 0.000 Err 0.2396 top1 7.812 top5 1.562 | Epoch: [63][545/553] Time 2.443 Data 0.000 Err 0.2281 top1 5.469 top5 0.000 | Epoch: [63][546/553] Time 2.434 Data 0.000 Err 0.1780 top1 3.906 top5 0.781 | Epoch: [63][547/553] Time 2.449 Data 0.000 Err 0.1680 top1 6.250 top5 0.781 | Epoch: [63][548/553] Time 2.470 Data 0.000 Err 0.1991 top1 5.469 top5 0.781 | Epoch: [63][549/553] Time 2.443 Data 0.000 Err 0.2513 top1 6.250 top5 0.781 | Epoch: [63][550/553] Time 2.446 Data 0.000 Err 0.1829 top1 6.250 top5 1.562 | Epoch: [63][551/553] Time 2.442 Data 0.000 Err 0.2991 top1 8.594 top5 3.125 | Epoch: [63][552/553] Time 2.448 Data 0.000 Err 0.1850 top1 3.125 top5 2.344 | Epoch: [63][553/553] Time 1.028 Data 0.000 Err 0.3720 top1 9.091 top5 2.273 | Test: [63][1/198] Time 2.273 Data 1.552 top1 15.625 ( 15.625) top5 3.906 ( 3.906) | Test: [63][2/198] Time 0.717 Data 0.001 top1 10.938 ( 13.281) top5 3.125 ( 3.516) | Test: [63][3/198] Time 0.721 Data 0.000 top1 11.719 ( 12.760) top5 2.344 ( 3.125) | Test: [63][4/198] Time 0.719 Data 0.001 top1 17.188 ( 13.867) top5 5.469 ( 3.711) | Test: [63][5/198] Time 0.720 Data 0.001 top1 11.719 ( 13.438) top5 2.344 ( 3.438) | Test: [63][6/198] Time 0.721 Data 0.001 top1 10.938 ( 13.021) top5 2.344 ( 3.255) | Test: [63][7/198] Time 0.734 Data 0.001 top1 16.406 ( 13.504) top5 4.688 ( 3.460) | Test: [63][8/198] Time 0.725 Data 0.006 top1 11.719 ( 13.281) top5 1.562 ( 3.223) | Test: [63][9/198] Time 0.718 Data 0.001 top1 11.719 ( 13.108) top5 3.906 ( 3.299) | Test: [63][10/198] Time 0.719 Data 0.001 top1 12.500 ( 13.047) top5 1.562 ( 3.125) | Test: [63][11/198] Time 0.722 Data 0.001 top1 9.375 ( 12.713) top5 0.781 ( 2.912) | Test: [63][12/198] Time 0.712 Data 0.000 top1 13.281 ( 12.760) top5 1.562 ( 2.799) | Test: [63][13/198] Time 0.716 Data 0.001 top1 14.062 ( 12.861) top5 3.125 ( 2.825) | Test: [63][14/198] Time 0.710 Data 0.001 top1 15.625 ( 13.058) top5 5.469 ( 3.013) | Test: [63][15/198] Time 0.727 Data 0.001 top1 14.062 ( 13.125) top5 1.562 ( 2.917) | Test: [63][16/198] Time 0.728 Data 0.001 top1 14.062 ( 13.184) top5 3.906 ( 2.979) | Test: [63][17/198] Time 0.722 Data 0.001 top1 13.281 ( 13.189) top5 3.125 ( 2.987) | Test: [63][18/198] Time 0.714 Data 0.001 top1 10.938 ( 13.064) top5 3.125 ( 2.995) | Test: [63][19/198] Time 0.720 Data 0.001 top1 9.375 ( 12.870) top5 1.562 ( 2.919) | Test: [63][20/198] Time 0.722 Data 0.001 top1 10.938 ( 12.773) top5 3.125 ( 2.930) | Test: [63][21/198] Time 0.735 Data 0.001 top1 12.500 ( 12.760) top5 1.562 ( 2.865) | Test: [63][22/198] Time 0.798 Data 0.002 top1 17.188 ( 12.962) top5 3.125 ( 2.876) | Test: [63][23/198] Time 0.791 Data 0.001 top1 16.406 ( 13.111) top5 4.688 ( 2.955) | Test: [63][24/198] Time 0.813 Data 0.004 top1 10.938 ( 13.021) top5 5.469 ( 3.060) | Test: [63][25/198] Time 0.775 Data 0.001 top1 14.844 ( 13.094) top5 7.812 ( 3.250) | Test: [63][26/198] Time 0.830 Data 0.001 top1 9.375 ( 12.951) top5 3.125 ( 3.245) | Test: [63][27/198] Time 0.756 Data 0.001 top1 17.188 ( 13.108) top5 4.688 ( 3.299) | Test: [63][28/198] Time 0.735 Data 0.003 top1 6.250 ( 12.863) top5 0.000 ( 3.181) | Test: [63][29/198] Time 0.764 Data 0.001 top1 10.156 ( 12.769) top5 2.344 ( 3.152) | Test: [63][30/198] Time 0.727 Data 0.005 top1 12.500 ( 12.760) top5 3.906 ( 3.177) | Test: [63][31/198] Time 0.728 Data 0.001 top1 13.281 ( 12.777) top5 3.125 ( 3.175) | Test: [63][32/198] Time 0.742 Data 0.002 top1 14.062 ( 12.817) top5 0.781 ( 3.101) | Test: [63][33/198] Time 0.716 Data 0.001 top1 8.594 ( 12.689) top5 1.562 ( 3.054) | Test: [63][34/198] Time 0.719 Data 0.001 top1 7.812 ( 12.546) top5 1.562 ( 3.010) | Test: [63][35/198] Time 0.713 Data 0.001 top1 13.281 ( 12.567) top5 2.344 ( 2.991) | Test: [63][36/198] Time 0.720 Data 0.001 top1 8.594 ( 12.457) top5 1.562 ( 2.951) | Test: [63][37/198] Time 0.717 Data 0.001 top1 10.156 ( 12.394) top5 0.781 ( 2.893) | Test: [63][38/198] Time 0.716 Data 0.001 top1 7.812 ( 12.274) top5 2.344 ( 2.878) | Test: [63][39/198] Time 0.724 Data 0.001 top1 14.062 ( 12.320) top5 2.344 ( 2.865) | Test: [63][40/198] Time 0.714 Data 0.001 top1 14.844 ( 12.383) top5 3.125 ( 2.871) | Test: [63][41/198] Time 0.718 Data 0.001 top1 7.812 ( 12.271) top5 0.781 ( 2.820) | Test: [63][42/198] Time 0.714 Data 0.001 top1 12.500 ( 12.277) top5 0.781 ( 2.772) | Test: [63][43/198] Time 0.719 Data 0.001 top1 10.156 ( 12.227) top5 0.781 ( 2.725) | Test: [63][44/198] Time 0.725 Data 0.001 top1 10.938 ( 12.198) top5 3.906 ( 2.752) | Test: [63][45/198] Time 0.714 Data 0.001 top1 8.594 ( 12.118) top5 3.906 ( 2.778) | Test: [63][46/198] Time 0.716 Data 0.001 top1 13.281 ( 12.143) top5 0.000 ( 2.717) | Test: [63][47/198] Time 0.713 Data 0.001 top1 11.719 ( 12.134) top5 2.344 ( 2.709) | Test: [63][48/198] Time 0.728 Data 0.001 top1 7.812 ( 12.044) top5 1.562 ( 2.686) | Test: [63][49/198] Time 0.805 Data 0.001 top1 15.625 ( 12.117) top5 6.250 ( 2.758) | Test: [63][50/198] Time 0.734 Data 0.001 top1 10.938 ( 12.094) top5 2.344 ( 2.750) | Test: [63][51/198] Time 0.729 Data 0.001 top1 12.500 ( 12.102) top5 2.344 ( 2.742) | Test: [63][52/198] Time 0.732 Data 0.001 top1 16.406 ( 12.184) top5 4.688 ( 2.779) | Test: [63][53/198] Time 0.728 Data 0.001 top1 13.281 ( 12.205) top5 3.125 ( 2.786) | Test: [63][54/198] Time 0.770 Data 0.001 top1 8.594 ( 12.138) top5 1.562 ( 2.763) | Test: [63][55/198] Time 0.726 Data 0.001 top1 10.156 ( 12.102) top5 1.562 ( 2.741) | Test: [63][56/198] Time 0.718 Data 0.001 top1 12.500 ( 12.109) top5 2.344 ( 2.734) | Test: [63][57/198] Time 0.720 Data 0.001 top1 14.062 ( 12.144) top5 3.125 ( 2.741) | Test: [63][58/198] Time 0.764 Data 0.001 top1 12.500 ( 12.150) top5 1.562 ( 2.721) | Test: [63][59/198] Time 0.735 Data 0.020 top1 14.062 ( 12.182) top5 2.344 ( 2.715) | Test: [63][60/198] Time 0.717 Data 0.001 top1 18.750 ( 12.292) top5 2.344 ( 2.708) | Test: [63][61/198] Time 0.727 Data 0.001 top1 19.531 ( 12.410) top5 2.344 ( 2.702) | Test: [63][62/198] Time 0.732 Data 0.001 top1 11.719 ( 12.399) top5 2.344 ( 2.697) | Test: [63][63/198] Time 0.730 Data 0.001 top1 10.156 ( 12.364) top5 1.562 ( 2.679) | Test: [63][64/198] Time 0.720 Data 0.001 top1 10.938 ( 12.341) top5 3.906 ( 2.698) | Test: [63][65/198] Time 0.722 Data 0.001 top1 15.625 ( 12.392) top5 2.344 ( 2.692) | Test: [63][66/198] Time 0.729 Data 0.001 top1 14.062 ( 12.417) top5 3.906 ( 2.711) | Test: [63][67/198] Time 0.713 Data 0.001 top1 16.406 ( 12.477) top5 3.125 ( 2.717) | Test: [63][68/198] Time 0.717 Data 0.001 top1 6.250 ( 12.385) top5 0.000 ( 2.677) | Test: [63][69/198] Time 0.718 Data 0.001 top1 14.844 ( 12.421) top5 0.781 ( 2.649) | Test: [63][70/198] Time 0.716 Data 0.001 top1 12.500 ( 12.422) top5 0.781 ( 2.623) | Test: [63][71/198] Time 0.726 Data 0.000 top1 19.531 ( 12.522) top5 2.344 ( 2.619) | Test: [63][72/198] Time 0.714 Data 0.001 top1 8.594 ( 12.467) top5 1.562 ( 2.604) | Test: [63][73/198] Time 0.727 Data 0.001 top1 14.062 ( 12.489) top5 4.688 ( 2.633) | Test: [63][74/198] Time 0.723 Data 0.001 top1 16.406 ( 12.542) top5 2.344 ( 2.629) | Test: [63][75/198] Time 0.720 Data 0.001 top1 17.188 ( 12.604) top5 1.562 ( 2.615) | Test: [63][76/198] Time 0.722 Data 0.001 top1 8.594 ( 12.551) top5 0.781 ( 2.590) | Test: [63][77/198] Time 0.725 Data 0.001 top1 8.594 ( 12.500) top5 2.344 ( 2.587) | Test: [63][78/198] Time 0.718 Data 0.001 top1 16.406 ( 12.550) top5 6.250 ( 2.634) | Test: [63][79/198] Time 0.735 Data 0.002 top1 14.844 ( 12.579) top5 2.344 ( 2.631) | Test: [63][80/198] Time 0.720 Data 0.001 top1 11.719 ( 12.568) top5 2.344 ( 2.627) | Test: [63][81/198] Time 0.727 Data 0.001 top1 14.062 ( 12.587) top5 4.688 ( 2.652) | Test: [63][82/198] Time 0.721 Data 0.001 top1 14.062 ( 12.605) top5 3.125 ( 2.658) | Test: [63][83/198] Time 0.726 Data 0.001 top1 9.375 ( 12.566) top5 0.000 ( 2.626) | Test: [63][84/198] Time 0.726 Data 0.001 top1 14.062 ( 12.584) top5 2.344 ( 2.623) | Test: [63][85/198] Time 0.723 Data 0.002 top1 10.938 ( 12.564) top5 2.344 ( 2.619) | Test: [63][86/198] Time 0.726 Data 0.001 top1 10.156 ( 12.536) top5 2.344 ( 2.616) | Test: [63][87/198] Time 0.722 Data 0.001 top1 10.156 ( 12.509) top5 2.344 ( 2.613) | Test: [63][88/198] Time 0.721 Data 0.001 top1 14.062 ( 12.527) top5 3.125 ( 2.619) | Test: [63][89/198] Time 0.730 Data 0.001 top1 10.938 ( 12.509) top5 2.344 ( 2.616) | Test: [63][90/198] Time 0.717 Data 0.003 top1 12.500 ( 12.509) top5 0.781 ( 2.595) | Test: [63][91/198] Time 0.734 Data 0.000 top1 14.844 ( 12.534) top5 2.344 ( 2.593) | Test: [63][92/198] Time 0.722 Data 0.001 top1 9.375 ( 12.500) top5 0.781 ( 2.573) | Test: [63][93/198] Time 0.719 Data 0.001 top1 10.156 ( 12.475) top5 2.344 ( 2.571) | Test: [63][94/198] Time 0.719 Data 0.001 top1 7.812 ( 12.425) top5 1.562 ( 2.560) | Test: [63][95/198] Time 0.718 Data 0.001 top1 8.594 ( 12.385) top5 2.344 ( 2.558) | Test: [63][96/198] Time 0.723 Data 0.001 top1 12.500 ( 12.386) top5 3.125 ( 2.563) | Test: [63][97/198] Time 0.717 Data 0.001 top1 10.938 ( 12.371) top5 0.781 ( 2.545) | Test: [63][98/198] Time 0.720 Data 0.001 top1 8.594 ( 12.333) top5 2.344 ( 2.543) | Test: [63][99/198] Time 0.723 Data 0.001 top1 12.500 ( 12.334) top5 0.781 ( 2.525) | Test: [63][100/198] Time 0.723 Data 0.001 top1 12.500 ( 12.336) top5 3.125 ( 2.531) | Test: [63][101/198] Time 0.729 Data 0.001 top1 14.062 ( 12.353) top5 3.906 ( 2.545) | Test: [63][102/198] Time 0.722 Data 0.001 top1 8.594 ( 12.316) top5 3.125 ( 2.551) | Test: [63][103/198] Time 0.724 Data 0.001 top1 11.719 ( 12.310) top5 2.344 ( 2.549) | Test: [63][104/198] Time 0.722 Data 0.001 top1 7.812 ( 12.267) top5 0.781 ( 2.532) | Test: [63][105/198] Time 0.725 Data 0.001 top1 12.500 ( 12.269) top5 2.344 ( 2.530) | Test: [63][106/198] Time 0.725 Data 0.001 top1 15.625 ( 12.301) top5 1.562 ( 2.521) | Test: [63][107/198] Time 0.768 Data 0.001 top1 7.031 ( 12.252) top5 2.344 ( 2.519) | Test: [63][108/198] Time 0.740 Data 0.002 top1 14.062 ( 12.269) top5 6.250 ( 2.554) | Test: [63][109/198] Time 0.747 Data 0.001 top1 7.812 ( 12.228) top5 0.781 ( 2.537) | Test: [63][110/198] Time 0.724 Data 0.001 top1 14.062 ( 12.244) top5 2.344 ( 2.536) | Test: [63][111/198] Time 0.726 Data 0.001 top1 10.156 ( 12.226) top5 1.562 ( 2.527) | Test: [63][112/198] Time 0.720 Data 0.001 top1 15.625 ( 12.256) top5 3.906 ( 2.539) | Test: [63][113/198] Time 0.721 Data 0.001 top1 12.500 ( 12.258) top5 4.688 ( 2.558) | Test: [63][114/198] Time 0.729 Data 0.001 top1 10.156 ( 12.240) top5 0.781 ( 2.542) | Test: [63][115/198] Time 0.748 Data 0.001 top1 13.281 ( 12.249) top5 2.344 ( 2.541) | Test: [63][116/198] Time 0.729 Data 0.014 top1 9.375 ( 12.224) top5 3.906 ( 2.553) | Test: [63][117/198] Time 0.729 Data 0.001 top1 15.625 ( 12.253) top5 3.125 ( 2.557) | Test: [63][118/198] Time 0.730 Data 0.001 top1 12.500 ( 12.255) top5 0.781 ( 2.542) | Test: [63][119/198] Time 0.719 Data 0.001 top1 9.375 ( 12.231) top5 0.781 ( 2.528) | Test: [63][120/198] Time 0.719 Data 0.001 top1 7.031 ( 12.188) top5 2.344 ( 2.526) | Test: [63][121/198] Time 0.715 Data 0.001 top1 15.625 ( 12.216) top5 3.906 ( 2.537) | Test: [63][122/198] Time 0.722 Data 0.001 top1 14.062 ( 12.231) top5 6.250 ( 2.568) | Test: [63][123/198] Time 0.716 Data 0.001 top1 15.625 ( 12.259) top5 3.125 ( 2.572) | Test: [63][124/198] Time 0.723 Data 0.001 top1 6.250 ( 12.210) top5 2.344 ( 2.571) | Test: [63][125/198] Time 0.721 Data 0.001 top1 18.750 ( 12.262) top5 1.562 ( 2.562) | Test: [63][126/198] Time 0.721 Data 0.001 top1 12.500 ( 12.264) top5 1.562 ( 2.555) | Test: [63][127/198] Time 0.724 Data 0.001 top1 17.188 ( 12.303) top5 2.344 ( 2.553) | Test: [63][128/198] Time 0.724 Data 0.001 top1 16.406 ( 12.335) top5 3.906 ( 2.563) | Test: [63][129/198] Time 0.720 Data 0.001 top1 17.969 ( 12.379) top5 2.344 ( 2.562) | Test: [63][130/198] Time 0.719 Data 0.001 top1 17.188 ( 12.416) top5 3.125 ( 2.566) | Test: [63][131/198] Time 0.718 Data 0.001 top1 10.938 ( 12.405) top5 1.562 ( 2.558) | Test: [63][132/198] Time 0.717 Data 0.001 top1 14.062 ( 12.417) top5 3.125 ( 2.563) | Test: [63][133/198] Time 0.721 Data 0.001 top1 9.375 ( 12.394) top5 3.906 ( 2.573) | Test: [63][134/198] Time 0.724 Data 0.001 top1 10.938 ( 12.383) top5 3.906 ( 2.583) | Test: [63][135/198] Time 0.727 Data 0.001 top1 12.500 ( 12.384) top5 0.781 ( 2.569) | Test: [63][136/198] Time 0.730 Data 0.001 top1 11.719 ( 12.379) top5 1.562 ( 2.562) | Test: [63][137/198] Time 0.717 Data 0.001 top1 10.938 ( 12.369) top5 3.906 ( 2.572) | Test: [63][138/198] Time 0.733 Data 0.001 top1 14.844 ( 12.387) top5 2.344 ( 2.570) | Test: [63][139/198] Time 0.729 Data 0.000 top1 13.281 ( 12.393) top5 2.344 ( 2.569) | Test: [63][140/198] Time 0.724 Data 0.001 top1 11.719 ( 12.388) top5 4.688 ( 2.584) | Test: [63][141/198] Time 0.731 Data 0.000 top1 7.031 ( 12.350) top5 0.781 ( 2.571) | Test: [63][142/198] Time 0.716 Data 0.001 top1 13.281 ( 12.357) top5 2.344 ( 2.569) | Test: [63][143/198] Time 0.724 Data 0.001 top1 14.062 ( 12.369) top5 2.344 ( 2.568) | Test: [63][144/198] Time 0.724 Data 0.001 top1 16.406 ( 12.397) top5 3.125 ( 2.572) | Test: [63][145/198] Time 0.720 Data 0.001 top1 16.406 ( 12.425) top5 1.562 ( 2.565) | Test: [63][146/198] Time 0.716 Data 0.001 top1 10.938 ( 12.414) top5 3.125 ( 2.568) | Test: [63][147/198] Time 0.717 Data 0.001 top1 12.500 ( 12.415) top5 0.781 ( 2.556) | Test: [63][148/198] Time 0.727 Data 0.001 top1 14.062 ( 12.426) top5 2.344 ( 2.555) | Test: [63][149/198] Time 0.715 Data 0.001 top1 7.812 ( 12.395) top5 2.344 ( 2.553) | Test: [63][150/198] Time 0.710 Data 0.001 top1 14.062 ( 12.406) top5 4.688 ( 2.568) | Test: [63][151/198] Time 0.729 Data 0.000 top1 11.719 ( 12.402) top5 0.781 ( 2.556) | Test: [63][152/198] Time 0.716 Data 0.001 top1 7.031 ( 12.366) top5 1.562 ( 2.549) | Test: [63][153/198] Time 0.716 Data 0.001 top1 10.938 ( 12.357) top5 0.781 ( 2.538) | Test: [63][154/198] Time 0.721 Data 0.001 top1 5.469 ( 12.312) top5 2.344 ( 2.537) | Test: [63][155/198] Time 0.719 Data 0.001 top1 13.281 ( 12.319) top5 6.250 ( 2.560) | Test: [63][156/198] Time 0.722 Data 0.000 top1 11.719 ( 12.315) top5 3.125 ( 2.564) | Test: [63][157/198] Time 0.712 Data 0.001 top1 17.188 ( 12.346) top5 3.125 ( 2.568) | Test: [63][158/198] Time 0.722 Data 0.001 top1 14.062 ( 12.357) top5 3.906 ( 2.576) | Test: [63][159/198] Time 0.719 Data 0.001 top1 13.281 ( 12.362) top5 3.125 ( 2.580) | Test: [63][160/198] Time 0.720 Data 0.001 top1 14.844 ( 12.378) top5 0.000 ( 2.563) | Test: [63][161/198] Time 0.716 Data 0.001 top1 12.500 ( 12.379) top5 2.344 ( 2.562) | Test: [63][162/198] Time 0.716 Data 0.001 top1 14.844 ( 12.394) top5 2.344 ( 2.561) | Test: [63][163/198] Time 0.720 Data 0.001 top1 9.375 ( 12.375) top5 1.562 ( 2.555) | Test: [63][164/198] Time 0.726 Data 0.001 top1 13.281 ( 12.381) top5 2.344 ( 2.553) | Test: [63][165/198] Time 0.729 Data 0.001 top1 13.281 ( 12.386) top5 1.562 ( 2.547) | Test: [63][166/198] Time 0.730 Data 0.001 top1 8.594 ( 12.364) top5 1.562 ( 2.541) | Test: [63][167/198] Time 0.730 Data 0.001 top1 12.500 ( 12.364) top5 3.125 ( 2.545) | Test: [63][168/198] Time 0.726 Data 0.001 top1 12.500 ( 12.365) top5 2.344 ( 2.544) | Test: [63][169/198] Time 0.735 Data 0.001 top1 13.281 ( 12.371) top5 1.562 ( 2.538) | Test: [63][170/198] Time 0.725 Data 0.001 top1 12.500 ( 12.371) top5 3.906 ( 2.546) | Test: [63][171/198] Time 0.713 Data 0.001 top1 8.594 ( 12.349) top5 2.344 ( 2.545) | Test: [63][172/198] Time 0.718 Data 0.001 top1 9.375 ( 12.332) top5 0.781 ( 2.535) | Test: [63][173/198] Time 0.736 Data 0.016 top1 11.719 ( 12.328) top5 1.562 ( 2.529) | Test: [63][174/198] Time 0.723 Data 0.002 top1 14.062 ( 12.338) top5 1.562 ( 2.523) | Test: [63][175/198] Time 0.714 Data 0.001 top1 14.062 ( 12.348) top5 1.562 ( 2.518) | Test: [63][176/198] Time 0.711 Data 0.001 top1 9.375 ( 12.331) top5 0.781 ( 2.508) | Test: [63][177/198] Time 0.713 Data 0.001 top1 16.406 ( 12.354) top5 1.562 ( 2.503) | Test: [63][178/198] Time 0.719 Data 0.001 top1 14.844 ( 12.368) top5 3.906 ( 2.511) | Test: [63][179/198] Time 0.719 Data 0.001 top1 12.500 ( 12.369) top5 1.562 ( 2.505) | Test: [63][180/198] Time 0.718 Data 0.001 top1 10.938 ( 12.361) top5 0.781 ( 2.496) | Test: [63][181/198] Time 0.721 Data 0.001 top1 7.812 ( 12.336) top5 2.344 ( 2.495) | Test: [63][182/198] Time 0.720 Data 0.001 top1 14.062 ( 12.345) top5 3.125 ( 2.498) | Test: [63][183/198] Time 0.715 Data 0.001 top1 11.719 ( 12.342) top5 2.344 ( 2.497) | Test: [63][184/198] Time 0.720 Data 0.001 top1 14.062 ( 12.351) top5 3.906 ( 2.505) | Test: [63][185/198] Time 0.715 Data 0.001 top1 16.406 ( 12.373) top5 4.688 ( 2.517) | Test: [63][186/198] Time 0.719 Data 0.001 top1 10.938 ( 12.366) top5 3.125 ( 2.520) | Test: [63][187/198] Time 0.728 Data 0.001 top1 10.156 ( 12.354) top5 2.344 ( 2.519) | Test: [63][188/198] Time 0.717 Data 0.000 top1 9.375 ( 12.338) top5 0.000 ( 2.506) | Test: [63][189/198] Time 0.719 Data 0.003 top1 11.719 ( 12.335) top5 3.125 ( 2.509) | Test: [63][190/198] Time 0.714 Data 0.000 top1 17.188 ( 12.360) top5 2.344 ( 2.508) | Test: [63][191/198] Time 0.723 Data 0.000 top1 13.281 ( 12.365) top5 2.344 ( 2.507) | Test: [63][192/198] Time 0.712 Data 0.000 top1 17.188 ( 12.390) top5 3.125 ( 2.511) | Test: [63][193/198] Time 0.734 Data 0.000 top1 7.812 ( 12.366) top5 0.781 ( 2.502) | Test: [63][194/198] Time 0.730 Data 0.000 top1 16.406 ( 12.387) top5 2.344 ( 2.501) | Test: [63][195/198] Time 0.721 Data 0.000 top1 15.625 ( 12.404) top5 3.906 ( 2.508) | Test: [63][196/198] Time 0.727 Data 0.000 top1 10.938 ( 12.396) top5 1.562 ( 2.503) | Test: [63][197/198] Time 0.266 Data 0.000 top1 17.647 ( 12.423) top5 5.882 ( 2.520) | Test: [63][198/198] Time 0.725 Data 0.000 top1 14.062 ( 12.431) top5 2.344 ( 2.519) * Finished epoch # 63 top1: 12.431 top5: 2.519 Epoch 64 => Training epoch # 64 | Epoch: [64][1/553] Time 40.733 Data 38.222 Err 0.2542 top1 7.031 top5 2.344 | Epoch: [64][2/553] Time 2.433 Data 0.001 Err 0.2160 top1 4.688 top5 1.562 | Epoch: [64][3/553] Time 2.422 Data 0.001 Err 0.3517 top1 9.375 top5 2.344 | Epoch: [64][4/553] Time 2.420 Data 0.000 Err 0.2257 top1 4.688 top5 2.344 | Epoch: [64][5/553] Time 2.431 Data 0.001 Err 0.1903 top1 3.906 top5 2.344 | Epoch: [64][6/553] Time 2.430 Data 0.000 Err 0.3213 top1 8.594 top5 2.344 | Epoch: [64][7/553] Time 2.424 Data 0.000 Err 0.3030 top1 7.812 top5 3.125 | Epoch: [64][8/553] Time 2.424 Data 0.000 Err 0.2598 top1 7.031 top5 3.125 | Epoch: [64][9/553] Time 4.953 Data 2.519 Err 0.3204 top1 11.719 top5 2.344 | Epoch: [64][10/553] Time 2.432 Data 0.001 Err 0.1929 top1 3.125 top5 0.781 | Epoch: [64][11/553] Time 16.864 Data 14.372 Err 0.1956 top1 4.688 top5 0.000 | Epoch: [64][12/553] Time 2.435 Data 0.001 Err 0.3580 top1 10.938 top5 2.344 | Epoch: [64][13/553] Time 2.460 Data 0.001 Err 0.1418 top1 3.125 top5 0.781 | Epoch: [64][14/553] Time 2.465 Data 0.000 Err 0.1458 top1 5.469 top5 0.781 | Epoch: [64][15/553] Time 2.423 Data 0.001 Err 0.3509 top1 9.375 top5 3.125 | Epoch: [64][16/553] Time 2.458 Data 0.001 Err 0.3007 top1 8.594 top5 1.562 | Epoch: [64][17/553] Time 2.450 Data 0.000 Err 0.2272 top1 6.250 top5 2.344 | Epoch: [64][18/553] Time 2.441 Data 0.001 Err 0.2575 top1 7.031 top5 1.562 | Epoch: [64][19/553] Time 2.432 Data 0.001 Err 0.2568 top1 4.688 top5 1.562 | Epoch: [64][20/553] Time 2.450 Data 0.001 Err 0.1551 top1 5.469 top5 1.562 | Epoch: [64][21/553] Time 2.435 Data 0.001 Err 0.3953 top1 10.156 top5 4.688 | Epoch: [64][22/553] Time 2.434 Data 0.001 Err 0.1781 top1 3.906 top5 0.781 | Epoch: [64][23/553] Time 2.465 Data 0.001 Err 0.1481 top1 3.125 top5 0.781 | Epoch: [64][24/553] Time 2.467 Data 0.001 Err 0.1656 top1 3.906 top5 0.781 | Epoch: [64][25/553] Time 2.441 Data 0.000 Err 0.2992 top1 9.375 top5 2.344 | Epoch: [64][26/553] Time 2.434 Data 0.001 Err 0.2812 top1 10.156 top5 1.562 | Epoch: [64][27/553] Time 2.478 Data 0.001 Err 0.3180 top1 8.594 top5 3.125 | Epoch: [64][28/553] Time 2.434 Data 0.001 Err 0.4661 top1 9.375 top5 4.688 | Epoch: [64][29/553] Time 2.501 Data 0.001 Err 0.3299 top1 8.594 top5 3.125 | Epoch: [64][30/553] Time 2.433 Data 0.001 Err 0.2595 top1 6.250 top5 1.562 | Epoch: [64][31/553] Time 2.443 Data 0.001 Err 0.1984 top1 4.688 top5 0.781 | Epoch: [64][32/553] Time 2.447 Data 0.001 Err 0.2880 top1 7.812 top5 3.125 | Epoch: [64][33/553] Time 2.459 Data 0.001 Err 0.2918 top1 10.156 top5 2.344 | Epoch: [64][34/553] Time 2.445 Data 0.001 Err 0.3950 top1 10.156 top5 3.906 | Epoch: [64][35/553] Time 2.435 Data 0.001 Err 0.3178 top1 8.594 top5 2.344 | Epoch: [64][36/553] Time 2.437 Data 0.001 Err 0.2022 top1 5.469 top5 1.562 | Epoch: [64][37/553] Time 2.463 Data 0.001 Err 0.1749 top1 3.125 top5 1.562 | Epoch: [64][38/553] Time 2.437 Data 0.001 Err 0.2886 top1 8.594 top5 0.000 | Epoch: [64][39/553] Time 2.452 Data 0.001 Err 0.2771 top1 7.031 top5 2.344 | Epoch: [64][40/553] Time 2.439 Data 0.001 Err 0.1674 top1 5.469 top5 0.781 | Epoch: [64][41/553] Time 2.466 Data 0.001 Err 0.2584 top1 7.031 top5 0.781 | Epoch: [64][42/553] Time 2.441 Data 0.001 Err 0.2691 top1 7.812 top5 3.125 | Epoch: [64][43/553] Time 2.460 Data 0.001 Err 0.2359 top1 6.250 top5 0.781 | Epoch: [64][44/553] Time 2.433 Data 0.001 Err 0.3203 top1 10.156 top5 1.562 | Epoch: [64][45/553] Time 2.469 Data 0.001 Err 0.1369 top1 3.906 top5 0.781 | Epoch: [64][46/553] Time 2.442 Data 0.001 Err 0.3343 top1 9.375 top5 2.344 | Epoch: [64][47/553] Time 2.435 Data 0.001 Err 0.3034 top1 7.812 top5 2.344 | Epoch: [64][48/553] Time 2.437 Data 0.001 Err 0.3326 top1 7.812 top5 3.125 | Epoch: [64][49/553] Time 2.444 Data 0.001 Err 0.2153 top1 6.250 top5 0.000 | Epoch: [64][50/553] Time 2.435 Data 0.001 Err 0.1039 top1 2.344 top5 0.000 | Epoch: [64][51/553] Time 2.444 Data 0.001 Err 0.2988 top1 9.375 top5 1.562 | Epoch: [64][52/553] Time 2.435 Data 0.001 Err 0.4137 top1 10.156 top5 6.250 | Epoch: [64][53/553] Time 2.444 Data 0.001 Err 0.1972 top1 4.688 top5 0.781 | Epoch: [64][54/553] Time 2.448 Data 0.001 Err 0.3511 top1 10.156 top5 3.906 | Epoch: [64][55/553] Time 2.439 Data 0.001 Err 0.2327 top1 6.250 top5 0.000 | Epoch: [64][56/553] Time 2.434 Data 0.001 Err 0.2344 top1 7.031 top5 0.781 | Epoch: [64][57/553] Time 2.431 Data 0.001 Err 0.2395 top1 6.250 top5 2.344 | Epoch: [64][58/553] Time 2.452 Data 0.001 Err 0.2495 top1 5.469 top5 0.781 | Epoch: [64][59/553] Time 2.433 Data 0.001 Err 0.2176 top1 7.031 top5 0.781 | Epoch: [64][60/553] Time 2.443 Data 0.001 Err 0.1207 top1 2.344 top5 0.781 | Epoch: [64][61/553] Time 2.510 Data 0.003 Err 0.2316 top1 6.250 top5 3.125 | Epoch: [64][62/553] Time 2.482 Data 0.001 Err 0.2240 top1 7.031 top5 1.562 | Epoch: [64][63/553] Time 2.440 Data 0.001 Err 0.1836 top1 7.031 top5 0.000 | Epoch: [64][64/553] Time 2.437 Data 0.001 Err 0.1949 top1 5.469 top5 1.562 | Epoch: [64][65/553] Time 2.468 Data 0.001 Err 0.1728 top1 3.906 top5 0.781 | Epoch: [64][66/553] Time 2.455 Data 0.001 Err 0.2578 top1 7.812 top5 2.344 | Epoch: [64][67/553] Time 2.435 Data 0.001 Err 0.2073 top1 4.688 top5 1.562 | Epoch: [64][68/553] Time 2.473 Data 0.001 Err 0.3246 top1 8.594 top5 2.344 | Epoch: [64][69/553] Time 2.511 Data 0.001 Err 0.1601 top1 3.125 top5 0.781 | Epoch: [64][70/553] Time 2.432 Data 0.001 Err 0.2410 top1 9.375 top5 0.781 | Epoch: [64][71/553] Time 2.461 Data 0.001 Err 0.3756 top1 9.375 top5 3.125 | Epoch: [64][72/553] Time 2.437 Data 0.000 Err 0.1935 top1 7.031 top5 0.000 | Epoch: [64][73/553] Time 2.471 Data 0.001 Err 0.1623 top1 3.906 top5 0.000 | Epoch: [64][74/553] Time 2.432 Data 0.000 Err 0.2310 top1 6.250 top5 1.562 | Epoch: [64][75/553] Time 2.434 Data 0.001 Err 0.2134 top1 7.031 top5 0.000 | Epoch: [64][76/553] Time 2.441 Data 0.001 Err 0.2850 top1 8.594 top5 3.125 | Epoch: [64][77/553] Time 2.435 Data 0.001 Err 0.2725 top1 9.375 top5 0.781 | Epoch: [64][78/553] Time 2.436 Data 0.001 Err 0.2352 top1 6.250 top5 0.781 | Epoch: [64][79/553] Time 2.443 Data 0.001 Err 0.3883 top1 14.062 top5 4.688 | Epoch: [64][80/553] Time 2.439 Data 0.001 Err 0.2514 top1 6.250 top5 1.562 | Epoch: [64][81/553] Time 2.504 Data 0.001 Err 0.2241 top1 3.906 top5 1.562 | Epoch: [64][82/553] Time 2.434 Data 0.001 Err 0.1271 top1 4.688 top5 0.781 | Epoch: [64][83/553] Time 2.443 Data 0.001 Err 0.1895 top1 5.469 top5 0.781 | Epoch: [64][84/553] Time 2.433 Data 0.001 Err 0.2842 top1 7.812 top5 3.125 | Epoch: [64][85/553] Time 2.446 Data 0.001 Err 0.2983 top1 6.250 top5 1.562 | Epoch: [64][86/553] Time 2.441 Data 0.001 Err 0.2467 top1 7.031 top5 1.562 | Epoch: [64][87/553] Time 2.443 Data 0.001 Err 0.2232 top1 5.469 top5 1.562 | Epoch: [64][88/553] Time 2.469 Data 0.001 Err 0.3239 top1 7.812 top5 3.125 | Epoch: [64][89/553] Time 2.441 Data 0.001 Err 0.2449 top1 7.812 top5 0.781 | Epoch: [64][90/553] Time 2.492 Data 0.001 Err 0.3075 top1 7.812 top5 3.125 | Epoch: [64][91/553] Time 2.439 Data 0.001 Err 0.3196 top1 10.156 top5 1.562 | Epoch: [64][92/553] Time 2.478 Data 0.001 Err 0.2874 top1 10.156 top5 0.781 | Epoch: [64][93/553] Time 2.484 Data 0.001 Err 0.1692 top1 3.906 top5 1.562 | Epoch: [64][94/553] Time 2.437 Data 0.001 Err 0.2453 top1 7.812 top5 0.781 | Epoch: [64][95/553] Time 2.434 Data 0.001 Err 0.2875 top1 4.688 top5 2.344 | Epoch: [64][96/553] Time 2.445 Data 0.001 Err 0.1915 top1 3.125 top5 1.562 | Epoch: [64][97/553] Time 2.511 Data 0.001 Err 0.1667 top1 3.125 top5 0.000 | Epoch: [64][98/553] Time 2.444 Data 0.001 Err 0.2151 top1 7.031 top5 0.781 | Epoch: [64][99/553] Time 2.461 Data 0.001 Err 0.2016 top1 5.469 top5 3.125 | Epoch: [64][100/553] Time 2.433 Data 0.001 Err 0.1306 top1 4.688 top5 0.781 | Epoch: [64][101/553] Time 2.515 Data 0.001 Err 0.2973 top1 7.031 top5 2.344 | Epoch: [64][102/553] Time 2.505 Data 0.001 Err 0.2795 top1 6.250 top5 0.781 | Epoch: [64][103/553] Time 2.466 Data 0.001 Err 0.3056 top1 7.812 top5 3.125 | Epoch: [64][104/553] Time 2.437 Data 0.000 Err 0.2542 top1 6.250 top5 2.344 | Epoch: [64][105/553] Time 2.463 Data 0.001 Err 0.3915 top1 10.938 top5 3.125 | Epoch: [64][106/553] Time 2.436 Data 0.001 Err 0.1939 top1 7.031 top5 0.781 | Epoch: [64][107/553] Time 2.447 Data 0.001 Err 0.3063 top1 10.156 top5 2.344 | Epoch: [64][108/553] Time 2.475 Data 0.001 Err 0.3357 top1 10.938 top5 0.781 | Epoch: [64][109/553] Time 2.458 Data 0.006 Err 0.3024 top1 8.594 top5 3.906 | Epoch: [64][110/553] Time 2.478 Data 0.001 Err 0.2027 top1 5.469 top5 1.562 | Epoch: [64][111/553] Time 2.449 Data 0.001 Err 0.2648 top1 5.469 top5 2.344 | Epoch: [64][112/553] Time 2.462 Data 0.001 Err 0.3054 top1 8.594 top5 1.562 | Epoch: [64][113/553] Time 2.443 Data 0.001 Err 0.3697 top1 8.594 top5 3.906 | Epoch: [64][114/553] Time 2.433 Data 0.001 Err 0.2854 top1 8.594 top5 0.781 | Epoch: [64][115/553] Time 2.474 Data 0.001 Err 0.1925 top1 3.906 top5 2.344 | Epoch: [64][116/553] Time 2.461 Data 0.001 Err 0.3109 top1 9.375 top5 0.781 | Epoch: [64][117/553] Time 2.475 Data 0.000 Err 0.1177 top1 3.906 top5 0.000 | Epoch: [64][118/553] Time 2.445 Data 0.001 Err 0.2118 top1 6.250 top5 0.781 | Epoch: [64][119/553] Time 2.480 Data 0.001 Err 0.3274 top1 8.594 top5 2.344 | Epoch: [64][120/553] Time 2.441 Data 0.001 Err 0.2499 top1 3.906 top5 3.125 | Epoch: [64][121/553] Time 2.461 Data 0.001 Err 0.1789 top1 4.688 top5 1.562 | Epoch: [64][122/553] Time 2.443 Data 0.001 Err 0.2270 top1 5.469 top5 1.562 | Epoch: [64][123/553] Time 2.444 Data 0.001 Err 0.4432 top1 11.719 top5 3.125 | Epoch: [64][124/553] Time 2.443 Data 0.001 Err 0.2489 top1 7.812 top5 2.344 | Epoch: [64][125/553] Time 2.493 Data 0.001 Err 0.1973 top1 7.031 top5 1.562 | Epoch: [64][126/553] Time 2.452 Data 0.002 Err 0.3466 top1 9.375 top5 3.125 | Epoch: [64][127/553] Time 2.450 Data 0.001 Err 0.1591 top1 3.906 top5 0.000 | Epoch: [64][128/553] Time 2.452 Data 0.001 Err 0.1943 top1 5.469 top5 0.781 | Epoch: [64][129/553] Time 2.470 Data 0.000 Err 0.4507 top1 10.156 top5 2.344 | Epoch: [64][130/553] Time 2.439 Data 0.001 Err 0.2122 top1 6.250 top5 0.781 | Epoch: [64][131/553] Time 2.480 Data 0.001 Err 0.1525 top1 3.906 top5 0.781 | Epoch: [64][132/553] Time 2.440 Data 0.001 Err 0.1745 top1 4.688 top5 0.781 | Epoch: [64][133/553] Time 2.476 Data 0.001 Err 0.2244 top1 7.031 top5 1.562 | Epoch: [64][134/553] Time 2.478 Data 0.001 Err 0.3461 top1 8.594 top5 3.906 | Epoch: [64][135/553] Time 2.437 Data 0.001 Err 0.3888 top1 9.375 top5 3.906 | Epoch: [64][136/553] Time 2.433 Data 0.001 Err 0.2870 top1 5.469 top5 3.125 | Epoch: [64][137/553] Time 2.476 Data 0.001 Err 0.2661 top1 5.469 top5 2.344 | Epoch: [64][138/553] Time 2.436 Data 0.001 Err 0.2353 top1 6.250 top5 2.344 | Epoch: [64][139/553] Time 2.434 Data 0.001 Err 0.3129 top1 7.812 top5 2.344 | Epoch: [64][140/553] Time 2.437 Data 0.001 Err 0.3998 top1 11.719 top5 3.906 | Epoch: [64][141/553] Time 2.460 Data 0.001 Err 0.3470 top1 13.281 top5 4.688 | Epoch: [64][142/553] Time 2.448 Data 0.001 Err 0.2858 top1 5.469 top5 3.125 | Epoch: [64][143/553] Time 2.442 Data 0.001 Err 0.2229 top1 5.469 top5 1.562 | Epoch: [64][144/553] Time 2.450 Data 0.001 Err 0.1296 top1 3.125 top5 0.781 | Epoch: [64][145/553] Time 2.439 Data 0.001 Err 0.1985 top1 6.250 top5 2.344 | Epoch: [64][146/553] Time 2.482 Data 0.001 Err 0.2366 top1 5.469 top5 2.344 | Epoch: [64][147/553] Time 2.437 Data 0.001 Err 0.3305 top1 10.156 top5 2.344 | Epoch: [64][148/553] Time 2.496 Data 0.001 Err 0.2300 top1 7.812 top5 1.562 | Epoch: [64][149/553] Time 2.436 Data 0.001 Err 0.2386 top1 6.250 top5 2.344 | Epoch: [64][150/553] Time 2.441 Data 0.000 Err 0.3720 top1 10.938 top5 3.125 | Epoch: [64][151/553] Time 2.434 Data 0.001 Err 0.3598 top1 7.812 top5 3.906 | Epoch: [64][152/553] Time 2.458 Data 0.001 Err 0.1769 top1 3.125 top5 1.562 | Epoch: [64][153/553] Time 2.458 Data 0.001 Err 0.2000 top1 3.906 top5 1.562 | Epoch: [64][154/553] Time 2.463 Data 0.001 Err 0.2595 top1 7.031 top5 1.562 | Epoch: [64][155/553] Time 2.447 Data 0.001 Err 0.2720 top1 7.812 top5 1.562 | Epoch: [64][156/553] Time 2.438 Data 0.001 Err 0.1718 top1 6.250 top5 0.781 | Epoch: [64][157/553] Time 2.442 Data 0.001 Err 0.2634 top1 10.156 top5 2.344 | Epoch: [64][158/553] Time 2.434 Data 0.000 Err 0.2073 top1 7.031 top5 0.781 | Epoch: [64][159/553] Time 2.441 Data 0.001 Err 0.2559 top1 7.031 top5 1.562 | Epoch: [64][160/553] Time 2.441 Data 0.001 Err 0.2346 top1 3.906 top5 2.344 | Epoch: [64][161/553] Time 2.435 Data 0.001 Err 0.4627 top1 11.719 top5 3.906 | Epoch: [64][162/553] Time 2.441 Data 0.001 Err 0.2978 top1 8.594 top5 1.562 | Epoch: [64][163/553] Time 2.467 Data 0.001 Err 0.2586 top1 7.031 top5 1.562 | Epoch: [64][164/553] Time 2.449 Data 0.001 Err 0.2400 top1 8.594 top5 0.781 | Epoch: [64][165/553] Time 2.447 Data 0.001 Err 0.2110 top1 6.250 top5 1.562 | Epoch: [64][166/553] Time 2.445 Data 0.001 Err 0.2811 top1 7.812 top5 1.562 | Epoch: [64][167/553] Time 2.476 Data 0.001 Err 0.1401 top1 4.688 top5 0.000 | Epoch: [64][168/553] Time 2.456 Data 0.001 Err 0.3741 top1 10.156 top5 3.125 | Epoch: [64][169/553] Time 2.499 Data 0.001 Err 0.4276 top1 10.938 top5 5.469 | Epoch: [64][170/553] Time 2.477 Data 0.001 Err 0.3394 top1 10.156 top5 2.344 | Epoch: [64][171/553] Time 2.440 Data 0.000 Err 0.2422 top1 7.031 top5 3.125 | Epoch: [64][172/553] Time 2.455 Data 0.001 Err 0.1544 top1 2.344 top5 1.562 | Epoch: [64][173/553] Time 2.507 Data 0.001 Err 0.1056 top1 3.125 top5 0.000 | Epoch: [64][174/553] Time 2.469 Data 0.001 Err 0.3807 top1 10.938 top5 3.125 | Epoch: [64][175/553] Time 2.467 Data 0.001 Err 0.2184 top1 6.250 top5 1.562 | Epoch: [64][176/553] Time 2.485 Data 0.001 Err 0.3199 top1 10.156 top5 2.344 | Epoch: [64][177/553] Time 2.435 Data 0.001 Err 0.3208 top1 11.719 top5 3.125 | Epoch: [64][178/553] Time 2.433 Data 0.000 Err 0.3810 top1 7.031 top5 1.562 | Epoch: [64][179/553] Time 2.520 Data 0.001 Err 0.2162 top1 5.469 top5 3.125 | Epoch: [64][180/553] Time 2.461 Data 0.001 Err 0.3663 top1 8.594 top5 3.125 | Epoch: [64][181/553] Time 2.454 Data 0.001 Err 0.3178 top1 10.156 top5 2.344 | Epoch: [64][182/553] Time 2.459 Data 0.001 Err 0.0976 top1 2.344 top5 1.562 | Epoch: [64][183/553] Time 2.486 Data 0.001 Err 0.2388 top1 5.469 top5 2.344 | Epoch: [64][184/553] Time 2.445 Data 0.001 Err 0.2899 top1 8.594 top5 1.562 | Epoch: [64][185/553] Time 2.447 Data 0.001 Err 0.2710 top1 7.031 top5 3.125 | Epoch: [64][186/553] Time 2.437 Data 0.001 Err 0.1722 top1 4.688 top5 1.562 | Epoch: [64][187/553] Time 2.436 Data 0.001 Err 0.3569 top1 10.156 top5 2.344 | Epoch: [64][188/553] Time 2.444 Data 0.001 Err 0.2820 top1 7.812 top5 1.562 | Epoch: [64][189/553] Time 2.454 Data 0.001 Err 0.1174 top1 3.125 top5 0.781 | Epoch: [64][190/553] Time 2.441 Data 0.001 Err 0.1407 top1 3.906 top5 0.000 | Epoch: [64][191/553] Time 2.509 Data 0.001 Err 0.3651 top1 10.156 top5 4.688 | Epoch: [64][192/553] Time 2.436 Data 0.001 Err 0.4472 top1 13.281 top5 4.688 | Epoch: [64][193/553] Time 2.482 Data 0.001 Err 0.2246 top1 7.031 top5 2.344 | Epoch: [64][194/553] Time 2.465 Data 0.001 Err 0.2205 top1 6.250 top5 2.344 | Epoch: [64][195/553] Time 2.471 Data 0.001 Err 0.1705 top1 3.906 top5 0.781 | Epoch: [64][196/553] Time 2.443 Data 0.001 Err 0.3019 top1 8.594 top5 3.906 | Epoch: [64][197/553] Time 2.471 Data 0.001 Err 0.1765 top1 6.250 top5 0.781 | Epoch: [64][198/553] Time 2.439 Data 0.000 Err 0.2180 top1 3.906 top5 1.562 | Epoch: [64][199/553] Time 2.513 Data 0.001 Err 0.3461 top1 9.375 top5 3.125 | Epoch: [64][200/553] Time 2.450 Data 0.001 Err 0.2678 top1 6.250 top5 2.344 | Epoch: [64][201/553] Time 2.434 Data 0.001 Err 0.1565 top1 2.344 top5 1.562 | Epoch: [64][202/553] Time 2.482 Data 0.001 Err 0.2472 top1 5.469 top5 2.344 | Epoch: [64][203/553] Time 2.444 Data 0.001 Err 0.2054 top1 5.469 top5 1.562 | Epoch: [64][204/553] Time 2.487 Data 0.001 Err 0.1797 top1 4.688 top5 0.000 | Epoch: [64][205/553] Time 2.438 Data 0.001 Err 0.1493 top1 6.250 top5 0.000 | Epoch: [64][206/553] Time 2.455 Data 0.001 Err 0.2606 top1 6.250 top5 2.344 | Epoch: [64][207/553] Time 2.432 Data 0.001 Err 0.1976 top1 5.469 top5 1.562 | Epoch: [64][208/553] Time 2.467 Data 0.001 Err 0.2971 top1 7.812 top5 3.125 | Epoch: [64][209/553] Time 2.442 Data 0.001 Err 0.2100 top1 5.469 top5 1.562 | Epoch: [64][210/553] Time 2.443 Data 0.001 Err 0.1933 top1 5.469 top5 0.000 | Epoch: [64][211/553] Time 2.451 Data 0.001 Err 0.2584 top1 7.031 top5 2.344 | Epoch: [64][212/553] Time 2.466 Data 0.001 Err 0.1410 top1 3.906 top5 0.781 | Epoch: [64][213/553] Time 2.477 Data 0.001 Err 0.3963 top1 7.812 top5 4.688 | Epoch: [64][214/553] Time 2.437 Data 0.001 Err 0.3320 top1 9.375 top5 3.906 | Epoch: [64][215/553] Time 2.443 Data 0.001 Err 0.2519 top1 4.688 top5 3.125 | Epoch: [64][216/553] Time 2.441 Data 0.001 Err 0.1766 top1 4.688 top5 0.000 | Epoch: [64][217/553] Time 2.470 Data 0.001 Err 0.2139 top1 7.031 top5 0.781 | Epoch: [64][218/553] Time 2.464 Data 0.001 Err 0.1723 top1 3.906 top5 0.781 | Epoch: [64][219/553] Time 2.455 Data 0.001 Err 0.2389 top1 5.469 top5 1.562 | Epoch: [64][220/553] Time 2.440 Data 0.001 Err 0.2658 top1 6.250 top5 3.125 | Epoch: [64][221/553] Time 2.460 Data 0.001 Err 0.2715 top1 7.031 top5 0.781 | Epoch: [64][222/553] Time 2.439 Data 0.001 Err 0.3278 top1 7.812 top5 3.125 | Epoch: [64][223/553] Time 2.467 Data 0.001 Err 0.2816 top1 8.594 top5 2.344 | Epoch: [64][224/553] Time 2.454 Data 0.001 Err 0.1099 top1 2.344 top5 0.000 | Epoch: [64][225/553] Time 2.462 Data 0.001 Err 0.2562 top1 7.812 top5 3.125 | Epoch: [64][226/553] Time 2.460 Data 0.001 Err 0.2765 top1 7.812 top5 2.344 | Epoch: [64][227/553] Time 2.434 Data 0.001 Err 0.1964 top1 3.906 top5 1.562 | Epoch: [64][228/553] Time 2.433 Data 0.001 Err 0.2948 top1 7.812 top5 2.344 | Epoch: [64][229/553] Time 2.441 Data 0.001 Err 0.2215 top1 4.688 top5 0.781 | Epoch: [64][230/553] Time 2.444 Data 0.000 Err 0.2577 top1 5.469 top5 1.562 | Epoch: [64][231/553] Time 2.469 Data 0.001 Err 0.2660 top1 7.031 top5 0.781 | Epoch: [64][232/553] Time 2.438 Data 0.001 Err 0.1982 top1 4.688 top5 2.344 | Epoch: [64][233/553] Time 2.454 Data 0.001 Err 0.1336 top1 2.344 top5 0.781 | Epoch: [64][234/553] Time 2.470 Data 0.001 Err 0.1800 top1 5.469 top5 0.781 | Epoch: [64][235/553] Time 2.436 Data 0.001 Err 0.2212 top1 3.906 top5 3.125 | Epoch: [64][236/553] Time 2.462 Data 0.001 Err 0.2113 top1 5.469 top5 1.562 | Epoch: [64][237/553] Time 2.500 Data 0.000 Err 0.2345 top1 6.250 top5 2.344 | Epoch: [64][238/553] Time 2.480 Data 0.001 Err 0.2445 top1 5.469 top5 2.344 | Epoch: [64][239/553] Time 2.462 Data 0.001 Err 0.1896 top1 3.906 top5 0.000 | Epoch: [64][240/553] Time 2.447 Data 0.001 Err 0.2682 top1 7.031 top5 1.562 | Epoch: [64][241/553] Time 2.482 Data 0.001 Err 0.1765 top1 5.469 top5 0.781 | Epoch: [64][242/553] Time 2.444 Data 0.003 Err 0.1535 top1 3.125 top5 1.562 | Epoch: [64][243/553] Time 2.442 Data 0.001 Err 0.3141 top1 8.594 top5 3.906 | Epoch: [64][244/553] Time 2.433 Data 0.001 Err 0.1822 top1 3.906 top5 1.562 | Epoch: [64][245/553] Time 2.435 Data 0.001 Err 0.4081 top1 12.500 top5 0.781 | Epoch: [64][246/553] Time 2.478 Data 0.001 Err 0.3808 top1 10.938 top5 3.125 | Epoch: [64][247/553] Time 2.481 Data 0.001 Err 0.2608 top1 9.375 top5 2.344 | Epoch: [64][248/553] Time 2.456 Data 0.001 Err 0.2531 top1 6.250 top5 0.000 | Epoch: [64][249/553] Time 2.508 Data 0.001 Err 0.1596 top1 5.469 top5 0.781 | Epoch: [64][250/553] Time 2.440 Data 0.001 Err 0.2141 top1 3.906 top5 1.562 | Epoch: [64][251/553] Time 2.443 Data 0.001 Err 0.3146 top1 7.812 top5 3.906 | Epoch: [64][252/553] Time 2.437 Data 0.001 Err 0.1903 top1 3.906 top5 1.562 | Epoch: [64][253/553] Time 2.459 Data 0.000 Err 0.3960 top1 11.719 top5 2.344 | Epoch: [64][254/553] Time 2.439 Data 0.001 Err 0.1301 top1 3.906 top5 0.781 | Epoch: [64][255/553] Time 2.435 Data 0.001 Err 0.3880 top1 12.500 top5 3.125 | Epoch: [64][256/553] Time 2.455 Data 0.000 Err 0.2691 top1 7.031 top5 3.125 | Epoch: [64][257/553] Time 2.440 Data 0.001 Err 0.2958 top1 10.156 top5 1.562 | Epoch: [64][258/553] Time 2.477 Data 0.001 Err 0.3200 top1 7.031 top5 3.906 | Epoch: [64][259/553] Time 2.468 Data 0.001 Err 0.2282 top1 4.688 top5 2.344 | Epoch: [64][260/553] Time 2.438 Data 0.001 Err 0.2723 top1 7.031 top5 2.344 | Epoch: [64][261/553] Time 2.448 Data 0.001 Err 0.2980 top1 7.812 top5 3.125 | Epoch: [64][262/553] Time 2.482 Data 0.000 Err 0.2784 top1 9.375 top5 1.562 | Epoch: [64][263/553] Time 2.510 Data 0.001 Err 0.4290 top1 10.156 top5 5.469 | Epoch: [64][264/553] Time 2.440 Data 0.001 Err 0.1704 top1 5.469 top5 1.562 | Epoch: [64][265/553] Time 2.439 Data 0.001 Err 0.2842 top1 7.031 top5 0.781 | Epoch: [64][266/553] Time 2.428 Data 0.001 Err 0.2524 top1 7.812 top5 2.344 | Epoch: [64][267/553] Time 2.475 Data 0.001 Err 0.2681 top1 4.688 top5 2.344 | Epoch: [64][268/553] Time 2.445 Data 0.001 Err 0.1926 top1 5.469 top5 1.562 | Epoch: [64][269/553] Time 2.443 Data 0.001 Err 0.1996 top1 6.250 top5 0.781 | Epoch: [64][270/553] Time 2.477 Data 0.001 Err 0.2106 top1 6.250 top5 1.562 | Epoch: [64][271/553] Time 2.444 Data 0.001 Err 0.3398 top1 7.812 top5 3.125 | Epoch: [64][272/553] Time 2.438 Data 0.001 Err 0.3303 top1 9.375 top5 0.781 | Epoch: [64][273/553] Time 2.483 Data 0.001 Err 0.2376 top1 8.594 top5 0.000 | Epoch: [64][274/553] Time 2.438 Data 0.001 Err 0.3319 top1 9.375 top5 1.562 | Epoch: [64][275/553] Time 2.440 Data 0.001 Err 0.2095 top1 5.469 top5 1.562 | Epoch: [64][276/553] Time 2.452 Data 0.001 Err 0.2619 top1 6.250 top5 2.344 | Epoch: [64][277/553] Time 2.439 Data 0.001 Err 0.2279 top1 5.469 top5 2.344 | Epoch: [64][278/553] Time 2.443 Data 0.001 Err 0.3409 top1 7.812 top5 2.344 | Epoch: [64][279/553] Time 2.515 Data 0.001 Err 0.2434 top1 7.031 top5 1.562 | Epoch: [64][280/553] Time 2.484 Data 0.001 Err 0.2691 top1 5.469 top5 2.344 | Epoch: [64][281/553] Time 2.442 Data 0.001 Err 0.2782 top1 6.250 top5 3.906 | Epoch: [64][282/553] Time 2.436 Data 0.001 Err 0.3042 top1 8.594 top5 1.562 | Epoch: [64][283/553] Time 2.465 Data 0.001 Err 0.2364 top1 6.250 top5 2.344 | Epoch: [64][284/553] Time 2.477 Data 0.000 Err 0.1894 top1 5.469 top5 1.562 | Epoch: [64][285/553] Time 2.458 Data 0.001 Err 0.1777 top1 6.250 top5 0.781 | Epoch: [64][286/553] Time 2.433 Data 0.001 Err 0.1998 top1 6.250 top5 0.781 | Epoch: [64][287/553] Time 2.469 Data 0.001 Err 0.2133 top1 3.906 top5 0.781 | Epoch: [64][288/553] Time 2.435 Data 0.001 Err 0.2255 top1 5.469 top5 2.344 | Epoch: [64][289/553] Time 2.443 Data 0.004 Err 0.3452 top1 7.812 top5 3.125 | Epoch: [64][290/553] Time 2.474 Data 0.001 Err 0.1982 top1 5.469 top5 2.344 | Epoch: [64][291/553] Time 2.432 Data 0.001 Err 0.2516 top1 6.250 top5 2.344 | Epoch: [64][292/553] Time 2.480 Data 0.001 Err 0.3709 top1 9.375 top5 4.688 | Epoch: [64][293/553] Time 2.481 Data 0.001 Err 0.2237 top1 6.250 top5 1.562 | Epoch: [64][294/553] Time 2.435 Data 0.000 Err 0.3194 top1 8.594 top5 2.344 | Epoch: [64][295/553] Time 2.464 Data 0.001 Err 0.2935 top1 10.156 top5 0.781 | Epoch: [64][296/553] Time 2.449 Data 0.001 Err 0.3415 top1 6.250 top5 3.125 | Epoch: [64][297/553] Time 2.507 Data 0.001 Err 0.3128 top1 6.250 top5 3.906 | Epoch: [64][298/553] Time 2.432 Data 0.001 Err 0.2235 top1 4.688 top5 0.781 | Epoch: [64][299/553] Time 2.444 Data 0.001 Err 0.2139 top1 5.469 top5 1.562 | Epoch: [64][300/553] Time 2.451 Data 0.001 Err 0.2123 top1 6.250 top5 2.344 | Epoch: [64][301/553] Time 2.473 Data 0.001 Err 0.1790 top1 3.906 top5 0.781 | Epoch: [64][302/553] Time 2.472 Data 0.001 Err 0.2604 top1 8.594 top5 2.344 | Epoch: [64][303/553] Time 2.460 Data 0.001 Err 0.3784 top1 9.375 top5 1.562 | Epoch: [64][304/553] Time 2.434 Data 0.000 Err 0.2126 top1 6.250 top5 1.562 | Epoch: [64][305/553] Time 2.487 Data 0.001 Err 0.3707 top1 7.812 top5 3.906 | Epoch: [64][306/553] Time 2.444 Data 0.001 Err 0.3013 top1 7.812 top5 2.344 | Epoch: [64][307/553] Time 2.474 Data 0.001 Err 0.2533 top1 7.812 top5 1.562 | Epoch: [64][308/553] Time 2.441 Data 0.001 Err 0.1896 top1 4.688 top5 0.781 | Epoch: [64][309/553] Time 2.475 Data 0.001 Err 0.2650 top1 6.250 top5 1.562 | Epoch: [64][310/553] Time 2.436 Data 0.001 Err 0.2774 top1 6.250 top5 2.344 | Epoch: [64][311/553] Time 2.441 Data 0.001 Err 0.1476 top1 3.906 top5 1.562 | Epoch: [64][312/553] Time 2.438 Data 0.001 Err 0.2493 top1 5.469 top5 1.562 | Epoch: [64][313/553] Time 2.436 Data 0.000 Err 0.3563 top1 10.938 top5 3.125 | Epoch: [64][314/553] Time 2.436 Data 0.001 Err 0.2275 top1 5.469 top5 1.562 | Epoch: [64][315/553] Time 2.433 Data 0.001 Err 0.2542 top1 7.812 top5 1.562 | Epoch: [64][316/553] Time 2.440 Data 0.001 Err 0.3030 top1 6.250 top5 2.344 | Epoch: [64][317/553] Time 2.440 Data 0.001 Err 0.3351 top1 9.375 top5 3.125 | Epoch: [64][318/553] Time 2.447 Data 0.001 Err 0.0723 top1 0.781 top5 0.781 | Epoch: [64][319/553] Time 2.444 Data 0.001 Err 0.2840 top1 6.250 top5 2.344 | Epoch: [64][320/553] Time 2.440 Data 0.001 Err 0.1767 top1 4.688 top5 1.562 | Epoch: [64][321/553] Time 2.440 Data 0.001 Err 0.4138 top1 10.156 top5 3.906 | Epoch: [64][322/553] Time 2.482 Data 0.001 Err 0.2829 top1 7.812 top5 2.344 | Epoch: [64][323/553] Time 2.477 Data 0.001 Err 0.2976 top1 5.469 top5 2.344 | Epoch: [64][324/553] Time 2.439 Data 0.001 Err 0.2098 top1 5.469 top5 1.562 | Epoch: [64][325/553] Time 2.441 Data 0.001 Err 0.2064 top1 7.812 top5 0.781 | Epoch: [64][326/553] Time 2.440 Data 0.001 Err 0.3379 top1 7.031 top5 3.125 | Epoch: [64][327/553] Time 2.439 Data 0.001 Err 0.3220 top1 10.938 top5 0.781 | Epoch: [64][328/553] Time 2.457 Data 0.001 Err 0.2067 top1 5.469 top5 2.344 | Epoch: [64][329/553] Time 2.476 Data 0.001 Err 0.3466 top1 9.375 top5 3.125 | Epoch: [64][330/553] Time 2.452 Data 0.001 Err 0.1963 top1 5.469 top5 0.781 | Epoch: [64][331/553] Time 2.437 Data 0.001 Err 0.2446 top1 6.250 top5 2.344 | Epoch: [64][332/553] Time 2.461 Data 0.001 Err 0.2226 top1 3.906 top5 2.344 | Epoch: [64][333/553] Time 2.432 Data 0.001 Err 0.2241 top1 7.812 top5 1.562 | Epoch: [64][334/553] Time 2.439 Data 0.001 Err 0.2393 top1 6.250 top5 2.344 | Epoch: [64][335/553] Time 2.444 Data 0.001 Err 0.3352 top1 7.031 top5 4.688 | Epoch: [64][336/553] Time 2.473 Data 0.001 Err 0.2756 top1 9.375 top5 1.562 | Epoch: [64][337/553] Time 2.453 Data 0.001 Err 0.1855 top1 4.688 top5 1.562 | Epoch: [64][338/553] Time 2.498 Data 0.001 Err 0.2114 top1 4.688 top5 3.906 | Epoch: [64][339/553] Time 2.445 Data 0.001 Err 0.2339 top1 5.469 top5 2.344 | Epoch: [64][340/553] Time 2.499 Data 0.001 Err 0.2927 top1 7.031 top5 1.562 | Epoch: [64][341/553] Time 2.509 Data 0.001 Err 0.2639 top1 7.031 top5 1.562 | Epoch: [64][342/553] Time 2.471 Data 0.001 Err 0.3490 top1 10.156 top5 3.125 | Epoch: [64][343/553] Time 2.446 Data 0.001 Err 0.2577 top1 7.031 top5 1.562 | Epoch: [64][344/553] Time 2.452 Data 0.001 Err 0.2629 top1 7.812 top5 2.344 | Epoch: [64][345/553] Time 2.478 Data 0.001 Err 0.3105 top1 7.031 top5 3.125 | Epoch: [64][346/553] Time 2.481 Data 0.001 Err 0.2787 top1 5.469 top5 3.125 | Epoch: [64][347/553] Time 2.442 Data 0.001 Err 0.3328 top1 10.938 top5 3.125 | Epoch: [64][348/553] Time 2.438 Data 0.001 Err 0.1550 top1 4.688 top5 0.781 | Epoch: [64][349/553] Time 2.440 Data 0.001 Err 0.2583 top1 5.469 top5 0.781 | Epoch: [64][350/553] Time 2.436 Data 0.001 Err 0.2348 top1 8.594 top5 0.000 | Epoch: [64][351/553] Time 2.433 Data 0.001 Err 0.1876 top1 7.031 top5 1.562 | Epoch: [64][352/553] Time 2.438 Data 0.001 Err 0.3220 top1 7.031 top5 3.125 | Epoch: [64][353/553] Time 2.433 Data 0.001 Err 0.2180 top1 7.031 top5 1.562 | Epoch: [64][354/553] Time 2.496 Data 0.001 Err 0.2872 top1 9.375 top5 1.562 | Epoch: [64][355/553] Time 2.442 Data 0.001 Err 0.2807 top1 7.812 top5 2.344 | Epoch: [64][356/553] Time 2.440 Data 0.001 Err 0.2217 top1 7.812 top5 0.000 | Epoch: [64][357/553] Time 2.448 Data 0.001 Err 0.1309 top1 4.688 top5 0.000 | Epoch: [64][358/553] Time 2.451 Data 0.001 Err 0.2517 top1 5.469 top5 1.562 | Epoch: [64][359/553] Time 2.439 Data 0.004 Err 0.2354 top1 7.812 top5 0.000 | Epoch: [64][360/553] Time 2.481 Data 0.001 Err 0.2873 top1 8.594 top5 1.562 | Epoch: [64][361/553] Time 2.435 Data 0.001 Err 0.1830 top1 4.688 top5 0.000 | Epoch: [64][362/553] Time 2.483 Data 0.001 Err 0.2045 top1 5.469 top5 1.562 | Epoch: [64][363/553] Time 2.444 Data 0.001 Err 0.3151 top1 8.594 top5 3.125 | Epoch: [64][364/553] Time 2.445 Data 0.001 Err 0.1161 top1 3.906 top5 0.000 | Epoch: [64][365/553] Time 2.449 Data 0.001 Err 0.2114 top1 5.469 top5 2.344 | Epoch: [64][366/553] Time 2.502 Data 0.001 Err 0.1818 top1 5.469 top5 0.000 | Epoch: [64][367/553] Time 2.454 Data 0.001 Err 0.2363 top1 5.469 top5 1.562 | Epoch: [64][368/553] Time 2.436 Data 0.001 Err 0.2280 top1 7.031 top5 0.781 | Epoch: [64][369/553] Time 2.458 Data 0.001 Err 0.1575 top1 4.688 top5 0.781 | Epoch: [64][370/553] Time 2.493 Data 0.001 Err 0.3218 top1 8.594 top5 2.344 | Epoch: [64][371/553] Time 2.449 Data 0.001 Err 0.3852 top1 10.938 top5 3.125 | Epoch: [64][372/553] Time 2.439 Data 0.001 Err 0.1228 top1 2.344 top5 0.781 | Epoch: [64][373/553] Time 2.438 Data 0.001 Err 0.2915 top1 8.594 top5 3.125 | Epoch: [64][374/553] Time 2.437 Data 0.001 Err 0.3130 top1 8.594 top5 2.344 | Epoch: [64][375/553] Time 2.459 Data 0.001 Err 0.2085 top1 5.469 top5 0.781 | Epoch: [64][376/553] Time 2.466 Data 0.001 Err 0.2184 top1 4.688 top5 1.562 | Epoch: [64][377/553] Time 2.464 Data 0.001 Err 0.2633 top1 5.469 top5 0.781 | Epoch: [64][378/553] Time 2.460 Data 0.000 Err 0.2866 top1 5.469 top5 0.781 | Epoch: [64][379/553] Time 2.443 Data 0.001 Err 0.2064 top1 3.906 top5 1.562 | Epoch: [64][380/553] Time 2.437 Data 0.001 Err 0.4641 top1 12.500 top5 5.469 | Epoch: [64][381/553] Time 2.442 Data 0.001 Err 0.2292 top1 5.469 top5 0.781 | Epoch: [64][382/553] Time 2.467 Data 0.001 Err 0.2681 top1 8.594 top5 2.344 | Epoch: [64][383/553] Time 2.437 Data 0.001 Err 0.1518 top1 4.688 top5 0.781 | Epoch: [64][384/553] Time 2.439 Data 0.001 Err 0.2658 top1 7.031 top5 0.781 | Epoch: [64][385/553] Time 2.444 Data 0.001 Err 0.3168 top1 9.375 top5 4.688 | Epoch: [64][386/553] Time 2.438 Data 0.001 Err 0.2001 top1 4.688 top5 1.562 | Epoch: [64][387/553] Time 2.461 Data 0.001 Err 0.1738 top1 3.906 top5 0.781 | Epoch: [64][388/553] Time 2.441 Data 0.001 Err 0.3185 top1 8.594 top5 3.906 | Epoch: [64][389/553] Time 2.504 Data 0.001 Err 0.2118 top1 6.250 top5 1.562 | Epoch: [64][390/553] Time 2.441 Data 0.001 Err 0.2454 top1 7.812 top5 2.344 | Epoch: [64][391/553] Time 2.444 Data 0.001 Err 0.4337 top1 10.156 top5 4.688 | Epoch: [64][392/553] Time 2.477 Data 0.001 Err 0.2551 top1 7.812 top5 0.781 | Epoch: [64][393/553] Time 2.442 Data 0.001 Err 0.2471 top1 4.688 top5 2.344 | Epoch: [64][394/553] Time 2.435 Data 0.001 Err 0.2473 top1 7.812 top5 1.562 | Epoch: [64][395/553] Time 2.497 Data 0.001 Err 0.1780 top1 4.688 top5 0.000 | Epoch: [64][396/553] Time 2.434 Data 0.001 Err 0.2692 top1 7.812 top5 2.344 | Epoch: [64][397/553] Time 2.447 Data 0.001 Err 0.2374 top1 5.469 top5 1.562 | Epoch: [64][398/553] Time 2.440 Data 0.001 Err 0.3758 top1 8.594 top5 3.906 | Epoch: [64][399/553] Time 2.434 Data 0.001 Err 0.3286 top1 6.250 top5 2.344 | Epoch: [64][400/553] Time 2.483 Data 0.001 Err 0.2557 top1 7.031 top5 1.562 | Epoch: [64][401/553] Time 2.479 Data 0.001 Err 0.3328 top1 10.156 top5 3.906 | Epoch: [64][402/553] Time 2.452 Data 0.001 Err 0.3041 top1 7.031 top5 2.344 | Epoch: [64][403/553] Time 2.436 Data 0.001 Err 0.2618 top1 7.031 top5 1.562 | Epoch: [64][404/553] Time 2.447 Data 0.001 Err 0.2396 top1 8.594 top5 1.562 | Epoch: [64][405/553] Time 2.433 Data 0.001 Err 0.2041 top1 7.812 top5 0.781 | Epoch: [64][406/553] Time 2.437 Data 0.000 Err 0.2000 top1 4.688 top5 0.000 | Epoch: [64][407/553] Time 2.454 Data 0.000 Err 0.2596 top1 7.031 top5 2.344 | Epoch: [64][408/553] Time 2.443 Data 0.001 Err 0.2557 top1 7.031 top5 2.344 | Epoch: [64][409/553] Time 2.452 Data 0.001 Err 0.1933 top1 5.469 top5 1.562 | Epoch: [64][410/553] Time 2.435 Data 0.001 Err 0.2251 top1 6.250 top5 1.562 | Epoch: [64][411/553] Time 2.482 Data 0.001 Err 0.2463 top1 6.250 top5 0.000 | Epoch: [64][412/553] Time 2.441 Data 0.001 Err 0.2770 top1 7.031 top5 3.125 | Epoch: [64][413/553] Time 2.466 Data 0.001 Err 0.2341 top1 6.250 top5 2.344 | Epoch: [64][414/553] Time 2.440 Data 0.000 Err 0.2649 top1 7.031 top5 1.562 | Epoch: [64][415/553] Time 2.445 Data 0.001 Err 0.1974 top1 3.125 top5 0.781 | Epoch: [64][416/553] Time 2.440 Data 0.001 Err 0.2551 top1 4.688 top5 3.125 | Epoch: [64][417/553] Time 2.466 Data 0.001 Err 0.1424 top1 3.125 top5 0.781 | Epoch: [64][418/553] Time 2.462 Data 0.001 Err 0.4200 top1 9.375 top5 3.906 | Epoch: [64][419/553] Time 2.439 Data 0.001 Err 0.2574 top1 7.812 top5 3.125 | Epoch: [64][420/553] Time 2.442 Data 0.001 Err 0.1781 top1 6.250 top5 0.000 | Epoch: [64][421/553] Time 2.467 Data 0.001 Err 0.3112 top1 10.938 top5 1.562 | Epoch: [64][422/553] Time 2.448 Data 0.001 Err 0.2979 top1 8.594 top5 3.125 | Epoch: [64][423/553] Time 2.468 Data 0.001 Err 0.3689 top1 9.375 top5 3.906 | Epoch: [64][424/553] Time 2.461 Data 0.001 Err 0.2684 top1 7.031 top5 1.562 | Epoch: [64][425/553] Time 2.433 Data 0.001 Err 0.1850 top1 3.906 top5 1.562 | Epoch: [64][426/553] Time 2.448 Data 0.000 Err 0.2292 top1 7.031 top5 0.781 | Epoch: [64][427/553] Time 2.435 Data 0.000 Err 0.3072 top1 8.594 top5 3.906 | Epoch: [64][428/553] Time 2.443 Data 0.001 Err 0.2529 top1 5.469 top5 1.562 | Epoch: [64][429/553] Time 2.445 Data 0.001 Err 0.2654 top1 5.469 top5 2.344 | Epoch: [64][430/553] Time 2.443 Data 0.001 Err 0.1463 top1 5.469 top5 0.781 | Epoch: [64][431/553] Time 2.492 Data 0.001 Err 0.2086 top1 3.906 top5 1.562 | Epoch: [64][432/553] Time 2.480 Data 0.004 Err 0.3186 top1 8.594 top5 1.562 | Epoch: [64][433/553] Time 2.449 Data 0.001 Err 0.2683 top1 6.250 top5 3.125 | Epoch: [64][434/553] Time 2.443 Data 0.001 Err 0.2445 top1 5.469 top5 1.562 | Epoch: [64][435/553] Time 2.457 Data 0.001 Err 0.2911 top1 8.594 top5 2.344 | Epoch: [64][436/553] Time 2.477 Data 0.001 Err 0.1571 top1 3.906 top5 1.562 | Epoch: [64][437/553] Time 2.473 Data 0.000 Err 0.2117 top1 5.469 top5 0.000 | Epoch: [64][438/553] Time 2.445 Data 0.001 Err 0.2558 top1 7.031 top5 3.125 | Epoch: [64][439/553] Time 2.457 Data 0.001 Err 0.3171 top1 10.156 top5 1.562 | Epoch: [64][440/553] Time 2.446 Data 0.001 Err 0.3227 top1 7.031 top5 4.688 | Epoch: [64][441/553] Time 2.448 Data 0.001 Err 0.1639 top1 3.906 top5 0.000 | Epoch: [64][442/553] Time 2.471 Data 0.001 Err 0.1341 top1 3.125 top5 0.000 | Epoch: [64][443/553] Time 2.435 Data 0.001 Err 0.1222 top1 3.125 top5 0.000 | Epoch: [64][444/553] Time 2.463 Data 0.001 Err 0.2613 top1 6.250 top5 1.562 | Epoch: [64][445/553] Time 2.463 Data 0.001 Err 0.2802 top1 10.156 top5 2.344 | Epoch: [64][446/553] Time 2.452 Data 0.001 Err 0.2199 top1 6.250 top5 2.344 | Epoch: [64][447/553] Time 2.454 Data 0.001 Err 0.2212 top1 3.906 top5 2.344 | Epoch: [64][448/553] Time 2.439 Data 0.001 Err 0.2082 top1 4.688 top5 2.344 | Epoch: [64][449/553] Time 2.442 Data 0.001 Err 0.1564 top1 3.906 top5 0.781 | Epoch: [64][450/553] Time 2.482 Data 0.001 Err 0.3179 top1 6.250 top5 2.344 | Epoch: [64][451/553] Time 2.508 Data 0.001 Err 0.1909 top1 3.125 top5 0.781 | Epoch: [64][452/553] Time 2.432 Data 0.000 Err 0.1143 top1 2.344 top5 0.000 | Epoch: [64][453/553] Time 2.478 Data 0.001 Err 0.2530 top1 4.688 top5 3.125 | Epoch: [64][454/553] Time 2.507 Data 0.001 Err 0.3608 top1 10.156 top5 2.344 | Epoch: [64][455/553] Time 2.455 Data 0.001 Err 0.2485 top1 5.469 top5 2.344 | Epoch: [64][456/553] Time 2.437 Data 0.000 Err 0.3178 top1 10.938 top5 2.344 | Epoch: [64][457/553] Time 2.443 Data 0.001 Err 0.2034 top1 5.469 top5 1.562 | Epoch: [64][458/553] Time 2.435 Data 0.001 Err 0.3736 top1 7.812 top5 4.688 | Epoch: [64][459/553] Time 2.440 Data 0.001 Err 0.2628 top1 5.469 top5 3.125 | Epoch: [64][460/553] Time 2.446 Data 0.001 Err 0.2152 top1 6.250 top5 0.781 | Epoch: [64][461/553] Time 2.455 Data 0.001 Err 0.2356 top1 6.250 top5 1.562 | Epoch: [64][462/553] Time 2.439 Data 0.001 Err 0.2213 top1 6.250 top5 2.344 | Epoch: [64][463/553] Time 2.463 Data 0.001 Err 0.2501 top1 7.031 top5 0.781 | Epoch: [64][464/553] Time 2.446 Data 0.001 Err 0.1847 top1 7.812 top5 0.000 | Epoch: [64][465/553] Time 2.450 Data 0.001 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [64][466/553] Time 2.441 Data 0.001 Err 0.2549 top1 7.812 top5 1.562 | Epoch: [64][467/553] Time 2.444 Data 0.001 Err 0.3024 top1 8.594 top5 1.562 | Epoch: [64][468/553] Time 2.433 Data 0.001 Err 0.1786 top1 3.906 top5 0.781 | Epoch: [64][469/553] Time 2.435 Data 0.001 Err 0.3220 top1 10.156 top5 3.906 | Epoch: [64][470/553] Time 2.465 Data 0.001 Err 0.0845 top1 0.781 top5 0.000 | Epoch: [64][471/553] Time 2.440 Data 0.001 Err 0.2407 top1 7.031 top5 0.781 | Epoch: [64][472/553] Time 2.443 Data 0.001 Err 0.1418 top1 3.125 top5 0.781 | Epoch: [64][473/553] Time 2.443 Data 0.001 Err 0.1768 top1 5.469 top5 0.781 | Epoch: [64][474/553] Time 2.434 Data 0.001 Err 0.3063 top1 7.812 top5 3.125 | Epoch: [64][475/553] Time 2.437 Data 0.000 Err 0.2198 top1 7.031 top5 0.000 | Epoch: [64][476/553] Time 2.437 Data 0.001 Err 0.2674 top1 7.031 top5 2.344 | Epoch: [64][477/553] Time 2.445 Data 0.000 Err 0.2500 top1 7.812 top5 0.781 | Epoch: [64][478/553] Time 2.447 Data 0.001 Err 0.2130 top1 7.812 top5 0.781 | Epoch: [64][479/553] Time 2.446 Data 0.001 Err 0.1027 top1 2.344 top5 0.000 | Epoch: [64][480/553] Time 2.446 Data 0.001 Err 0.2953 top1 8.594 top5 3.906 | Epoch: [64][481/553] Time 2.458 Data 0.001 Err 0.2983 top1 8.594 top5 1.562 | Epoch: [64][482/553] Time 2.432 Data 0.001 Err 0.2853 top1 7.031 top5 1.562 | Epoch: [64][483/553] Time 2.464 Data 0.001 Err 0.1838 top1 4.688 top5 1.562 | Epoch: [64][484/553] Time 2.437 Data 0.000 Err 0.1162 top1 2.344 top5 0.781 | Epoch: [64][485/553] Time 2.481 Data 0.001 Err 0.2711 top1 7.031 top5 3.906 | Epoch: [64][486/553] Time 2.471 Data 0.001 Err 0.3447 top1 9.375 top5 2.344 | Epoch: [64][487/553] Time 2.474 Data 0.001 Err 0.3184 top1 7.812 top5 3.125 | Epoch: [64][488/553] Time 2.454 Data 0.001 Err 0.2129 top1 5.469 top5 2.344 | Epoch: [64][489/553] Time 2.457 Data 0.001 Err 0.1988 top1 5.469 top5 1.562 | Epoch: [64][490/553] Time 2.442 Data 0.001 Err 0.2730 top1 8.594 top5 2.344 | Epoch: [64][491/553] Time 2.476 Data 0.001 Err 0.1933 top1 4.688 top5 0.781 | Epoch: [64][492/553] Time 2.441 Data 0.001 Err 0.2734 top1 9.375 top5 1.562 | Epoch: [64][493/553] Time 2.500 Data 0.001 Err 0.2124 top1 4.688 top5 1.562 | Epoch: [64][494/553] Time 2.451 Data 0.001 Err 0.3203 top1 8.594 top5 3.906 | Epoch: [64][495/553] Time 2.437 Data 0.001 Err 0.2141 top1 4.688 top5 2.344 | Epoch: [64][496/553] Time 2.448 Data 0.001 Err 0.1046 top1 2.344 top5 0.000 | Epoch: [64][497/553] Time 2.435 Data 0.001 Err 0.2432 top1 7.812 top5 2.344 | Epoch: [64][498/553] Time 2.467 Data 0.001 Err 0.4351 top1 10.938 top5 6.250 | Epoch: [64][499/553] Time 2.439 Data 0.001 Err 0.2623 top1 6.250 top5 2.344 | Epoch: [64][500/553] Time 2.451 Data 0.001 Err 0.2942 top1 9.375 top5 2.344 | Epoch: [64][501/553] Time 2.443 Data 0.000 Err 0.3284 top1 7.812 top5 3.125 | Epoch: [64][502/553] Time 2.439 Data 0.001 Err 0.1940 top1 5.469 top5 1.562 | Epoch: [64][503/553] Time 2.479 Data 0.001 Err 0.2119 top1 4.688 top5 1.562 | Epoch: [64][504/553] Time 2.474 Data 0.001 Err 0.4732 top1 10.156 top5 5.469 | Epoch: [64][505/553] Time 2.447 Data 0.001 Err 0.1841 top1 3.906 top5 2.344 | Epoch: [64][506/553] Time 2.493 Data 0.001 Err 0.4553 top1 10.938 top5 4.688 | Epoch: [64][507/553] Time 2.432 Data 0.001 Err 0.3633 top1 8.594 top5 3.125 | Epoch: [64][508/553] Time 2.439 Data 0.001 Err 0.2582 top1 5.469 top5 2.344 | Epoch: [64][509/553] Time 2.439 Data 0.001 Err 0.2453 top1 9.375 top5 0.000 | Epoch: [64][510/553] Time 2.438 Data 0.001 Err 0.2796 top1 7.812 top5 2.344 | Epoch: [64][511/553] Time 2.454 Data 0.001 Err 0.1939 top1 5.469 top5 1.562 | Epoch: [64][512/553] Time 2.440 Data 0.001 Err 0.4287 top1 10.938 top5 3.906 | Epoch: [64][513/553] Time 2.482 Data 0.001 Err 0.1665 top1 3.906 top5 1.562 | Epoch: [64][514/553] Time 2.440 Data 0.001 Err 0.4065 top1 10.938 top5 3.906 | Epoch: [64][515/553] Time 2.461 Data 0.001 Err 0.2414 top1 7.031 top5 0.781 | Epoch: [64][516/553] Time 2.437 Data 0.001 Err 0.3312 top1 7.812 top5 3.125 | Epoch: [64][517/553] Time 2.471 Data 0.001 Err 0.2398 top1 6.250 top5 0.781 | Epoch: [64][518/553] Time 2.459 Data 0.001 Err 0.3966 top1 8.594 top5 4.688 | Epoch: [64][519/553] Time 2.438 Data 0.001 Err 0.2916 top1 6.250 top5 2.344 | Epoch: [64][520/553] Time 2.445 Data 0.001 Err 0.1773 top1 5.469 top5 0.781 | Epoch: [64][521/553] Time 2.436 Data 0.001 Err 0.3023 top1 7.031 top5 0.781 | Epoch: [64][522/553] Time 2.437 Data 0.001 Err 0.2298 top1 7.031 top5 2.344 | Epoch: [64][523/553] Time 2.449 Data 0.001 Err 0.2615 top1 7.031 top5 2.344 | Epoch: [64][524/553] Time 2.447 Data 0.001 Err 0.1772 top1 5.469 top5 0.781 | Epoch: [64][525/553] Time 2.460 Data 0.001 Err 0.3659 top1 8.594 top5 4.688 | Epoch: [64][526/553] Time 2.435 Data 0.001 Err 0.3372 top1 7.031 top5 3.906 | Epoch: [64][527/553] Time 2.438 Data 0.001 Err 0.2867 top1 7.812 top5 0.000 | Epoch: [64][528/553] Time 2.443 Data 0.001 Err 0.3534 top1 10.156 top5 2.344 | Epoch: [64][529/553] Time 2.440 Data 0.001 Err 0.2344 top1 7.812 top5 1.562 | Epoch: [64][530/553] Time 2.439 Data 0.001 Err 0.1541 top1 4.688 top5 1.562 | Epoch: [64][531/553] Time 2.445 Data 0.001 Err 0.3612 top1 10.156 top5 5.469 | Epoch: [64][532/553] Time 2.449 Data 0.001 Err 0.2517 top1 6.250 top5 0.781 | Epoch: [64][533/553] Time 2.457 Data 0.001 Err 0.2333 top1 7.812 top5 2.344 | Epoch: [64][534/553] Time 2.441 Data 0.001 Err 0.2421 top1 7.812 top5 2.344 | Epoch: [64][535/553] Time 2.437 Data 0.001 Err 0.2179 top1 5.469 top5 1.562 | Epoch: [64][536/553] Time 2.449 Data 0.001 Err 0.1829 top1 3.906 top5 2.344 | Epoch: [64][537/553] Time 2.434 Data 0.001 Err 0.2877 top1 7.031 top5 3.125 | Epoch: [64][538/553] Time 2.440 Data 0.001 Err 0.1891 top1 4.688 top5 1.562 | Epoch: [64][539/553] Time 2.491 Data 0.001 Err 0.2222 top1 6.250 top5 0.781 | Epoch: [64][540/553] Time 2.440 Data 0.001 Err 0.3327 top1 8.594 top5 3.125 | Epoch: [64][541/553] Time 2.445 Data 0.001 Err 0.2448 top1 7.031 top5 0.781 | Epoch: [64][542/553] Time 2.477 Data 0.001 Err 0.2541 top1 7.812 top5 2.344 | Epoch: [64][543/553] Time 2.437 Data 0.000 Err 0.2602 top1 6.250 top5 2.344 | Epoch: [64][544/553] Time 2.486 Data 0.000 Err 0.2527 top1 7.031 top5 1.562 | Epoch: [64][545/553] Time 2.443 Data 0.000 Err 0.2290 top1 7.812 top5 1.562 | Epoch: [64][546/553] Time 2.442 Data 0.000 Err 0.1826 top1 4.688 top5 0.781 | Epoch: [64][547/553] Time 2.477 Data 0.000 Err 0.2617 top1 7.031 top5 3.906 | Epoch: [64][548/553] Time 2.449 Data 0.001 Err 0.1239 top1 2.344 top5 0.781 | Epoch: [64][549/553] Time 2.437 Data 0.000 Err 0.2886 top1 7.031 top5 3.125 | Epoch: [64][550/553] Time 2.433 Data 0.000 Err 0.3633 top1 7.812 top5 4.688 | Epoch: [64][551/553] Time 2.439 Data 0.000 Err 0.1970 top1 3.906 top5 0.000 | Epoch: [64][552/553] Time 2.434 Data 0.000 Err 0.1824 top1 3.906 top5 0.781 | Epoch: [64][553/553] Time 1.023 Data 0.000 Err 0.4156 top1 6.818 top5 4.545 | Test: [64][1/198] Time 2.374 Data 1.649 top1 15.625 ( 15.625) top5 3.906 ( 3.906) | Test: [64][2/198] Time 0.721 Data 0.002 top1 16.406 ( 16.016) top5 0.781 ( 2.344) | Test: [64][3/198] Time 0.721 Data 0.000 top1 14.062 ( 15.365) top5 3.125 ( 2.604) | Test: [64][4/198] Time 0.735 Data 0.001 top1 8.594 ( 13.672) top5 3.125 ( 2.734) | Test: [64][5/198] Time 0.716 Data 0.001 top1 15.625 ( 14.062) top5 3.125 ( 2.812) | Test: [64][6/198] Time 0.721 Data 0.001 top1 15.625 ( 14.323) top5 2.344 ( 2.734) | Test: [64][7/198] Time 0.717 Data 0.001 top1 11.719 ( 13.951) top5 3.906 ( 2.902) | Test: [64][8/198] Time 0.718 Data 0.001 top1 13.281 ( 13.867) top5 5.469 ( 3.223) | Test: [64][9/198] Time 0.713 Data 0.001 top1 12.500 ( 13.715) top5 1.562 ( 3.038) | Test: [64][10/198] Time 0.726 Data 0.001 top1 14.844 ( 13.828) top5 1.562 ( 2.891) | Test: [64][11/198] Time 0.726 Data 0.001 top1 11.719 ( 13.636) top5 0.781 ( 2.699) | Test: [64][12/198] Time 0.714 Data 0.001 top1 6.250 ( 13.021) top5 1.562 ( 2.604) | Test: [64][13/198] Time 0.717 Data 0.001 top1 6.250 ( 12.500) top5 0.000 ( 2.404) | Test: [64][14/198] Time 0.717 Data 0.001 top1 12.500 ( 12.500) top5 1.562 ( 2.344) | Test: [64][15/198] Time 0.734 Data 0.001 top1 14.062 ( 12.604) top5 3.125 ( 2.396) | Test: [64][16/198] Time 0.728 Data 0.001 top1 14.062 ( 12.695) top5 2.344 ( 2.393) | Test: [64][17/198] Time 0.711 Data 0.001 top1 16.406 ( 12.914) top5 3.906 ( 2.482) | Test: [64][18/198] Time 0.714 Data 0.001 top1 14.844 ( 13.021) top5 1.562 ( 2.431) | Test: [64][19/198] Time 0.710 Data 0.001 top1 11.719 ( 12.952) top5 0.781 ( 2.344) | Test: [64][20/198] Time 0.718 Data 0.001 top1 8.594 ( 12.734) top5 1.562 ( 2.305) | Test: [64][21/198] Time 0.718 Data 0.001 top1 11.719 ( 12.686) top5 3.125 ( 2.344) | Test: [64][22/198] Time 0.722 Data 0.001 top1 10.938 ( 12.607) top5 0.781 ( 2.273) | Test: [64][23/198] Time 0.721 Data 0.001 top1 16.406 ( 12.772) top5 0.781 ( 2.208) | Test: [64][24/198] Time 0.725 Data 0.001 top1 14.062 ( 12.826) top5 1.562 ( 2.181) | Test: [64][25/198] Time 0.719 Data 0.001 top1 14.062 ( 12.875) top5 3.125 ( 2.219) | Test: [64][26/198] Time 0.717 Data 0.001 top1 11.719 ( 12.831) top5 1.562 ( 2.194) | Test: [64][27/198] Time 0.729 Data 0.001 top1 9.375 ( 12.703) top5 2.344 ( 2.199) | Test: [64][28/198] Time 0.715 Data 0.001 top1 7.031 ( 12.500) top5 0.000 ( 2.121) | Test: [64][29/198] Time 0.717 Data 0.001 top1 7.031 ( 12.311) top5 3.125 ( 2.155) | Test: [64][30/198] Time 0.715 Data 0.001 top1 15.625 ( 12.422) top5 3.125 ( 2.188) | Test: [64][31/198] Time 0.729 Data 0.001 top1 10.938 ( 12.374) top5 2.344 ( 2.193) | Test: [64][32/198] Time 0.715 Data 0.001 top1 10.938 ( 12.329) top5 3.125 ( 2.222) | Test: [64][33/198] Time 0.720 Data 0.001 top1 6.250 ( 12.145) top5 0.781 ( 2.178) | Test: [64][34/198] Time 0.722 Data 0.001 top1 7.031 ( 11.994) top5 2.344 ( 2.183) | Test: [64][35/198] Time 0.717 Data 0.001 top1 17.969 ( 12.165) top5 2.344 ( 2.188) | Test: [64][36/198] Time 0.717 Data 0.001 top1 17.188 ( 12.305) top5 1.562 ( 2.170) | Test: [64][37/198] Time 0.720 Data 0.001 top1 14.062 ( 12.352) top5 3.125 ( 2.196) | Test: [64][38/198] Time 0.726 Data 0.001 top1 10.156 ( 12.294) top5 3.906 ( 2.241) | Test: [64][39/198] Time 0.721 Data 0.001 top1 11.719 ( 12.280) top5 3.125 ( 2.264) | Test: [64][40/198] Time 0.713 Data 0.001 top1 10.938 ( 12.246) top5 3.125 ( 2.285) | Test: [64][41/198] Time 0.713 Data 0.001 top1 12.500 ( 12.252) top5 2.344 ( 2.287) | Test: [64][42/198] Time 0.723 Data 0.001 top1 14.062 ( 12.295) top5 2.344 ( 2.288) | Test: [64][43/198] Time 0.715 Data 0.001 top1 9.375 ( 12.227) top5 3.125 ( 2.307) | Test: [64][44/198] Time 0.740 Data 0.001 top1 17.188 ( 12.340) top5 5.469 ( 2.379) | Test: [64][45/198] Time 0.735 Data 0.001 top1 14.844 ( 12.396) top5 3.906 ( 2.413) | Test: [64][46/198] Time 0.720 Data 0.001 top1 13.281 ( 12.415) top5 2.344 ( 2.412) | Test: [64][47/198] Time 0.716 Data 0.001 top1 14.062 ( 12.450) top5 3.125 ( 2.427) | Test: [64][48/198] Time 0.714 Data 0.001 top1 17.188 ( 12.549) top5 3.125 ( 2.441) | Test: [64][49/198] Time 0.730 Data 0.001 top1 7.812 ( 12.452) top5 1.562 ( 2.423) | Test: [64][50/198] Time 0.722 Data 0.001 top1 19.531 ( 12.594) top5 2.344 ( 2.422) | Test: [64][51/198] Time 0.723 Data 0.001 top1 9.375 ( 12.531) top5 3.125 ( 2.436) | Test: [64][52/198] Time 0.710 Data 0.001 top1 13.281 ( 12.545) top5 2.344 ( 2.434) | Test: [64][53/198] Time 0.724 Data 0.001 top1 10.156 ( 12.500) top5 0.781 ( 2.403) | Test: [64][54/198] Time 0.716 Data 0.001 top1 17.188 ( 12.587) top5 2.344 ( 2.402) | Test: [64][55/198] Time 0.730 Data 0.001 top1 9.375 ( 12.528) top5 0.781 ( 2.372) | Test: [64][56/198] Time 0.726 Data 0.001 top1 10.938 ( 12.500) top5 3.906 ( 2.400) | Test: [64][57/198] Time 0.719 Data 0.001 top1 16.406 ( 12.569) top5 5.469 ( 2.453) | Test: [64][58/198] Time 0.715 Data 0.001 top1 13.281 ( 12.581) top5 2.344 ( 2.452) | Test: [64][59/198] Time 0.718 Data 0.001 top1 13.281 ( 12.593) top5 0.781 ( 2.423) | Test: [64][60/198] Time 0.723 Data 0.001 top1 11.719 ( 12.578) top5 3.906 ( 2.448) | Test: [64][61/198] Time 0.721 Data 0.001 top1 14.062 ( 12.602) top5 2.344 ( 2.446) | Test: [64][62/198] Time 0.717 Data 0.001 top1 18.750 ( 12.702) top5 3.906 ( 2.470) | Test: [64][63/198] Time 0.722 Data 0.001 top1 13.281 ( 12.711) top5 3.906 ( 2.493) | Test: [64][64/198] Time 0.717 Data 0.001 top1 12.500 ( 12.708) top5 2.344 ( 2.490) | Test: [64][65/198] Time 0.719 Data 0.001 top1 16.406 ( 12.764) top5 1.562 ( 2.476) | Test: [64][66/198] Time 0.712 Data 0.001 top1 13.281 ( 12.772) top5 4.688 ( 2.509) | Test: [64][67/198] Time 0.713 Data 0.001 top1 12.500 ( 12.768) top5 3.906 ( 2.530) | Test: [64][68/198] Time 0.716 Data 0.001 top1 15.625 ( 12.810) top5 1.562 ( 2.516) | Test: [64][69/198] Time 0.718 Data 0.001 top1 10.938 ( 12.783) top5 1.562 ( 2.502) | Test: [64][70/198] Time 0.732 Data 0.001 top1 10.938 ( 12.757) top5 1.562 ( 2.489) | Test: [64][71/198] Time 0.735 Data 0.001 top1 9.375 ( 12.709) top5 0.000 ( 2.454) | Test: [64][72/198] Time 0.722 Data 0.001 top1 19.531 ( 12.804) top5 3.906 ( 2.474) | Test: [64][73/198] Time 0.718 Data 0.001 top1 9.375 ( 12.757) top5 2.344 ( 2.472) | Test: [64][74/198] Time 0.723 Data 0.001 top1 10.938 ( 12.732) top5 2.344 ( 2.470) | Test: [64][75/198] Time 0.723 Data 0.001 top1 8.594 ( 12.677) top5 1.562 ( 2.458) | Test: [64][76/198] Time 0.731 Data 0.001 top1 12.500 ( 12.675) top5 0.781 ( 2.436) | Test: [64][77/198] Time 0.718 Data 0.001 top1 10.938 ( 12.652) top5 1.562 ( 2.425) | Test: [64][78/198] Time 0.718 Data 0.001 top1 14.062 ( 12.670) top5 3.125 ( 2.434) | Test: [64][79/198] Time 0.726 Data 0.001 top1 14.062 ( 12.688) top5 3.906 ( 2.453) | Test: [64][80/198] Time 0.717 Data 0.001 top1 9.375 ( 12.646) top5 1.562 ( 2.441) | Test: [64][81/198] Time 0.733 Data 0.001 top1 10.156 ( 12.616) top5 1.562 ( 2.431) | Test: [64][82/198] Time 0.720 Data 0.001 top1 12.500 ( 12.614) top5 1.562 ( 2.420) | Test: [64][83/198] Time 0.720 Data 0.001 top1 10.938 ( 12.594) top5 1.562 ( 2.410) | Test: [64][84/198] Time 0.735 Data 0.000 top1 10.938 ( 12.574) top5 1.562 ( 2.400) | Test: [64][85/198] Time 0.721 Data 0.001 top1 16.406 ( 12.619) top5 4.688 ( 2.426) | Test: [64][86/198] Time 0.717 Data 0.001 top1 14.062 ( 12.636) top5 3.906 ( 2.444) | Test: [64][87/198] Time 0.718 Data 0.001 top1 14.062 ( 12.653) top5 3.906 ( 2.460) | Test: [64][88/198] Time 0.709 Data 0.001 top1 11.719 ( 12.642) top5 3.125 ( 2.468) | Test: [64][89/198] Time 0.723 Data 0.001 top1 7.031 ( 12.579) top5 0.781 ( 2.449) | Test: [64][90/198] Time 0.713 Data 0.001 top1 10.938 ( 12.561) top5 1.562 ( 2.439) | Test: [64][91/198] Time 0.714 Data 0.001 top1 17.188 ( 12.612) top5 4.688 ( 2.464) | Test: [64][92/198] Time 0.716 Data 0.001 top1 10.938 ( 12.593) top5 3.125 ( 2.471) | Test: [64][93/198] Time 0.711 Data 0.001 top1 10.938 ( 12.576) top5 0.781 ( 2.453) | Test: [64][94/198] Time 0.739 Data 0.000 top1 11.719 ( 12.566) top5 3.125 ( 2.460) | Test: [64][95/198] Time 0.728 Data 0.000 top1 16.406 ( 12.607) top5 4.688 ( 2.484) | Test: [64][96/198] Time 0.726 Data 0.001 top1 13.281 ( 12.614) top5 3.906 ( 2.498) | Test: [64][97/198] Time 0.714 Data 0.001 top1 10.938 ( 12.597) top5 1.562 ( 2.489) | Test: [64][98/198] Time 0.725 Data 0.001 top1 15.625 ( 12.628) top5 2.344 ( 2.487) | Test: [64][99/198] Time 0.723 Data 0.002 top1 14.062 ( 12.642) top5 3.906 ( 2.502) | Test: [64][100/198] Time 0.717 Data 0.001 top1 12.500 ( 12.641) top5 3.906 ( 2.516) | Test: [64][101/198] Time 0.739 Data 0.001 top1 14.062 ( 12.655) top5 4.688 ( 2.537) | Test: [64][102/198] Time 0.724 Data 0.001 top1 11.719 ( 12.646) top5 2.344 ( 2.535) | Test: [64][103/198] Time 0.719 Data 0.001 top1 12.500 ( 12.644) top5 3.125 ( 2.541) | Test: [64][104/198] Time 0.710 Data 0.001 top1 12.500 ( 12.643) top5 1.562 ( 2.532) | Test: [64][105/198] Time 0.722 Data 0.001 top1 10.156 ( 12.619) top5 3.125 ( 2.537) | Test: [64][106/198] Time 0.721 Data 0.001 top1 13.281 ( 12.625) top5 3.125 ( 2.543) | Test: [64][107/198] Time 0.721 Data 0.001 top1 13.281 ( 12.631) top5 3.906 ( 2.555) | Test: [64][108/198] Time 0.722 Data 0.001 top1 11.719 ( 12.623) top5 2.344 ( 2.554) | Test: [64][109/198] Time 0.718 Data 0.001 top1 7.812 ( 12.579) top5 1.562 ( 2.544) | Test: [64][110/198] Time 0.721 Data 0.001 top1 7.812 ( 12.536) top5 0.781 ( 2.528) | Test: [64][111/198] Time 0.721 Data 0.001 top1 11.719 ( 12.528) top5 2.344 ( 2.527) | Test: [64][112/198] Time 0.717 Data 0.002 top1 10.156 ( 12.507) top5 1.562 ( 2.518) | Test: [64][113/198] Time 0.721 Data 0.001 top1 16.406 ( 12.541) top5 3.125 ( 2.524) | Test: [64][114/198] Time 0.731 Data 0.001 top1 17.969 ( 12.589) top5 3.125 ( 2.529) | Test: [64][115/198] Time 0.738 Data 0.001 top1 14.062 ( 12.602) top5 3.125 ( 2.534) | Test: [64][116/198] Time 0.712 Data 0.001 top1 8.594 ( 12.567) top5 2.344 ( 2.532) | Test: [64][117/198] Time 0.714 Data 0.001 top1 10.156 ( 12.547) top5 3.906 ( 2.544) | Test: [64][118/198] Time 0.713 Data 0.001 top1 11.719 ( 12.540) top5 3.125 ( 2.549) | Test: [64][119/198] Time 0.714 Data 0.001 top1 13.281 ( 12.546) top5 2.344 ( 2.547) | Test: [64][120/198] Time 0.721 Data 0.001 top1 13.281 ( 12.552) top5 3.125 ( 2.552) | Test: [64][121/198] Time 0.713 Data 0.001 top1 11.719 ( 12.545) top5 3.906 ( 2.563) | Test: [64][122/198] Time 0.720 Data 0.001 top1 8.594 ( 12.513) top5 2.344 ( 2.561) | Test: [64][123/198] Time 0.715 Data 0.001 top1 12.500 ( 12.513) top5 1.562 ( 2.553) | Test: [64][124/198] Time 0.717 Data 0.001 top1 9.375 ( 12.487) top5 2.344 ( 2.552) | Test: [64][125/198] Time 0.719 Data 0.001 top1 12.500 ( 12.488) top5 0.000 ( 2.531) | Test: [64][126/198] Time 0.723 Data 0.001 top1 14.844 ( 12.506) top5 3.125 ( 2.536) | Test: [64][127/198] Time 0.729 Data 0.001 top1 11.719 ( 12.500) top5 1.562 ( 2.528) | Test: [64][128/198] Time 0.726 Data 0.001 top1 14.062 ( 12.512) top5 2.344 ( 2.527) | Test: [64][129/198] Time 0.727 Data 0.001 top1 11.719 ( 12.506) top5 3.125 ( 2.531) | Test: [64][130/198] Time 0.719 Data 0.001 top1 10.156 ( 12.488) top5 1.562 ( 2.524) | Test: [64][131/198] Time 0.718 Data 0.001 top1 14.062 ( 12.500) top5 1.562 ( 2.517) | Test: [64][132/198] Time 0.721 Data 0.001 top1 11.719 ( 12.494) top5 3.906 ( 2.527) | Test: [64][133/198] Time 0.714 Data 0.001 top1 8.594 ( 12.465) top5 0.781 ( 2.514) | Test: [64][134/198] Time 0.721 Data 0.001 top1 10.938 ( 12.453) top5 3.906 ( 2.524) | Test: [64][135/198] Time 0.721 Data 0.001 top1 14.844 ( 12.471) top5 3.125 ( 2.529) | Test: [64][136/198] Time 0.713 Data 0.001 top1 10.156 ( 12.454) top5 1.562 ( 2.522) | Test: [64][137/198] Time 0.723 Data 0.001 top1 9.375 ( 12.432) top5 1.562 ( 2.515) | Test: [64][138/198] Time 0.718 Data 0.004 top1 12.500 ( 12.432) top5 2.344 ( 2.514) | Test: [64][139/198] Time 0.720 Data 0.001 top1 13.281 ( 12.438) top5 1.562 ( 2.507) | Test: [64][140/198] Time 0.722 Data 0.001 top1 14.062 ( 12.450) top5 3.125 ( 2.511) | Test: [64][141/198] Time 0.710 Data 0.001 top1 8.594 ( 12.422) top5 0.781 ( 2.499) | Test: [64][142/198] Time 0.720 Data 0.001 top1 10.156 ( 12.406) top5 0.781 ( 2.487) | Test: [64][143/198] Time 0.721 Data 0.001 top1 13.281 ( 12.413) top5 2.344 ( 2.486) | Test: [64][144/198] Time 0.720 Data 0.001 top1 17.188 ( 12.446) top5 2.344 ( 2.485) | Test: [64][145/198] Time 0.718 Data 0.000 top1 9.375 ( 12.425) top5 0.000 ( 2.468) | Test: [64][146/198] Time 0.729 Data 0.001 top1 12.500 ( 12.425) top5 1.562 ( 2.461) | Test: [64][147/198] Time 0.731 Data 0.000 top1 10.938 ( 12.415) top5 0.781 ( 2.450) | Test: [64][148/198] Time 0.716 Data 0.001 top1 10.938 ( 12.405) top5 3.125 ( 2.455) | Test: [64][149/198] Time 0.717 Data 0.001 top1 15.625 ( 12.427) top5 0.781 ( 2.443) | Test: [64][150/198] Time 0.715 Data 0.001 top1 7.031 ( 12.391) top5 0.781 ( 2.432) | Test: [64][151/198] Time 0.716 Data 0.001 top1 12.500 ( 12.391) top5 2.344 ( 2.432) | Test: [64][152/198] Time 0.721 Data 0.001 top1 10.938 ( 12.382) top5 2.344 ( 2.431) | Test: [64][153/198] Time 0.720 Data 0.001 top1 10.156 ( 12.367) top5 4.688 ( 2.446) | Test: [64][154/198] Time 0.728 Data 0.001 top1 9.375 ( 12.348) top5 2.344 ( 2.445) | Test: [64][155/198] Time 0.762 Data 0.001 top1 14.844 ( 12.364) top5 2.344 ( 2.445) | Test: [64][156/198] Time 0.730 Data 0.001 top1 10.156 ( 12.350) top5 2.344 ( 2.444) | Test: [64][157/198] Time 0.733 Data 0.001 top1 12.500 ( 12.351) top5 1.562 ( 2.438) | Test: [64][158/198] Time 0.735 Data 0.001 top1 9.375 ( 12.332) top5 3.906 ( 2.448) | Test: [64][159/198] Time 0.750 Data 0.002 top1 10.156 ( 12.318) top5 2.344 ( 2.447) | Test: [64][160/198] Time 0.734 Data 0.001 top1 15.625 ( 12.339) top5 4.688 ( 2.461) | Test: [64][161/198] Time 0.722 Data 0.001 top1 17.969 ( 12.374) top5 0.781 ( 2.451) | Test: [64][162/198] Time 0.723 Data 0.001 top1 10.938 ( 12.365) top5 0.781 ( 2.440) | Test: [64][163/198] Time 0.717 Data 0.001 top1 10.938 ( 12.356) top5 3.125 ( 2.444) | Test: [64][164/198] Time 0.717 Data 0.001 top1 14.062 ( 12.367) top5 3.125 ( 2.449) | Test: [64][165/198] Time 0.720 Data 0.001 top1 13.281 ( 12.372) top5 3.125 ( 2.453) | Test: [64][166/198] Time 0.711 Data 0.001 top1 17.969 ( 12.406) top5 3.125 ( 2.457) | Test: [64][167/198] Time 0.723 Data 0.001 top1 14.062 ( 12.416) top5 4.688 ( 2.470) | Test: [64][168/198] Time 0.725 Data 0.001 top1 12.500 ( 12.416) top5 3.906 ( 2.479) | Test: [64][169/198] Time 0.730 Data 0.001 top1 10.156 ( 12.403) top5 1.562 ( 2.473) | Test: [64][170/198] Time 0.725 Data 0.001 top1 14.844 ( 12.417) top5 3.906 ( 2.482) | Test: [64][171/198] Time 0.724 Data 0.001 top1 8.594 ( 12.395) top5 0.781 ( 2.472) | Test: [64][172/198] Time 0.724 Data 0.001 top1 9.375 ( 12.377) top5 2.344 ( 2.471) | Test: [64][173/198] Time 0.717 Data 0.000 top1 8.594 ( 12.355) top5 0.781 ( 2.461) | Test: [64][174/198] Time 0.725 Data 0.000 top1 12.500 ( 12.356) top5 0.781 ( 2.452) | Test: [64][175/198] Time 0.733 Data 0.001 top1 7.031 ( 12.326) top5 0.781 ( 2.442) | Test: [64][176/198] Time 0.737 Data 0.000 top1 10.938 ( 12.318) top5 3.125 ( 2.446) | Test: [64][177/198] Time 0.734 Data 0.000 top1 15.625 ( 12.337) top5 4.688 ( 2.459) | Test: [64][178/198] Time 0.741 Data 0.001 top1 9.375 ( 12.320) top5 3.125 ( 2.462) | Test: [64][179/198] Time 0.735 Data 0.001 top1 11.719 ( 12.317) top5 6.250 ( 2.483) | Test: [64][180/198] Time 0.724 Data 0.000 top1 7.031 ( 12.287) top5 1.562 ( 2.478) | Test: [64][181/198] Time 0.720 Data 0.000 top1 19.531 ( 12.327) top5 4.688 ( 2.491) | Test: [64][182/198] Time 0.719 Data 0.001 top1 10.938 ( 12.320) top5 2.344 ( 2.490) | Test: [64][183/198] Time 0.742 Data 0.001 top1 11.719 ( 12.316) top5 2.344 ( 2.489) | Test: [64][184/198] Time 0.736 Data 0.001 top1 13.281 ( 12.322) top5 2.344 ( 2.488) | Test: [64][185/198] Time 0.724 Data 0.001 top1 16.406 ( 12.344) top5 0.781 ( 2.479) | Test: [64][186/198] Time 0.740 Data 0.001 top1 9.375 ( 12.328) top5 3.125 ( 2.482) | Test: [64][187/198] Time 0.731 Data 0.000 top1 14.844 ( 12.341) top5 3.125 ( 2.486) | Test: [64][188/198] Time 0.735 Data 0.000 top1 15.625 ( 12.359) top5 0.781 ( 2.477) | Test: [64][189/198] Time 0.729 Data 0.000 top1 12.500 ( 12.359) top5 2.344 ( 2.476) | Test: [64][190/198] Time 0.724 Data 0.001 top1 14.844 ( 12.373) top5 3.125 ( 2.479) | Test: [64][191/198] Time 0.716 Data 0.000 top1 14.062 ( 12.381) top5 1.562 ( 2.475) | Test: [64][192/198] Time 0.717 Data 0.001 top1 7.031 ( 12.354) top5 3.125 ( 2.478) | Test: [64][193/198] Time 0.722 Data 0.000 top1 10.938 ( 12.346) top5 1.562 ( 2.473) | Test: [64][194/198] Time 0.725 Data 0.000 top1 8.594 ( 12.327) top5 1.562 ( 2.469) | Test: [64][195/198] Time 0.719 Data 0.000 top1 15.625 ( 12.344) top5 3.125 ( 2.472) | Test: [64][196/198] Time 0.717 Data 0.000 top1 10.156 ( 12.333) top5 3.906 ( 2.479) | Test: [64][197/198] Time 0.262 Data 0.000 top1 8.824 ( 12.315) top5 2.941 ( 2.482) | Test: [64][198/198] Time 0.713 Data 0.000 top1 18.750 ( 12.347) top5 4.688 ( 2.493) * Finished epoch # 64 top1: 12.347 top5: 2.493 * Best model 12.347277926322 2.4927584670232 Epoch 65 => Training epoch # 65 | Epoch: [65][1/553] Time 5.976 Data 3.492 Err 0.3280 top1 8.594 top5 2.344 | Epoch: [65][2/553] Time 2.424 Data 0.001 Err 0.3353 top1 10.156 top5 3.125 | Epoch: [65][3/553] Time 2.427 Data 0.000 Err 0.2297 top1 7.812 top5 0.781 | Epoch: [65][4/553] Time 2.428 Data 0.001 Err 0.3440 top1 9.375 top5 2.344 | Epoch: [65][5/553] Time 2.422 Data 0.001 Err 0.3285 top1 8.594 top5 2.344 | Epoch: [65][6/553] Time 2.446 Data 0.001 Err 0.2158 top1 5.469 top5 1.562 | Epoch: [65][7/553] Time 2.426 Data 0.000 Err 0.3257 top1 10.156 top5 3.125 | Epoch: [65][8/553] Time 2.423 Data 0.000 Err 0.3985 top1 10.938 top5 3.125 | Epoch: [65][9/553] Time 2.426 Data 0.000 Err 0.2752 top1 7.812 top5 1.562 | Epoch: [65][10/553] Time 2.431 Data 0.001 Err 0.2659 top1 7.812 top5 1.562 | Epoch: [65][11/553] Time 2.462 Data 0.001 Err 0.1972 top1 5.469 top5 1.562 | Epoch: [65][12/553] Time 2.428 Data 0.001 Err 0.2559 top1 7.812 top5 0.781 | Epoch: [65][13/553] Time 2.436 Data 0.001 Err 0.1120 top1 1.562 top5 0.781 | Epoch: [65][14/553] Time 2.434 Data 0.001 Err 0.1582 top1 4.688 top5 0.781 | Epoch: [65][15/553] Time 2.434 Data 0.001 Err 0.2643 top1 6.250 top5 3.125 | Epoch: [65][16/553] Time 2.437 Data 0.001 Err 0.2010 top1 3.125 top5 1.562 | Epoch: [65][17/553] Time 2.470 Data 0.001 Err 0.1271 top1 3.906 top5 0.000 | Epoch: [65][18/553] Time 2.469 Data 0.001 Err 0.2520 top1 7.812 top5 0.781 | Epoch: [65][19/553] Time 2.431 Data 0.001 Err 0.1854 top1 7.031 top5 0.000 | Epoch: [65][20/553] Time 2.450 Data 0.001 Err 0.2460 top1 5.469 top5 2.344 | Epoch: [65][21/553] Time 2.426 Data 0.001 Err 0.2345 top1 4.688 top5 2.344 | Epoch: [65][22/553] Time 2.436 Data 0.001 Err 0.2340 top1 6.250 top5 0.781 | Epoch: [65][23/553] Time 2.452 Data 0.001 Err 0.2838 top1 10.156 top5 1.562 | Epoch: [65][24/553] Time 2.431 Data 0.001 Err 0.2847 top1 7.031 top5 3.125 | Epoch: [65][25/553] Time 2.436 Data 0.000 Err 0.3691 top1 9.375 top5 4.688 | Epoch: [65][26/553] Time 2.434 Data 0.001 Err 0.2364 top1 8.594 top5 1.562 | Epoch: [65][27/553] Time 2.432 Data 0.000 Err 0.2180 top1 5.469 top5 1.562 | Epoch: [65][28/553] Time 2.435 Data 0.001 Err 0.2309 top1 6.250 top5 0.781 | Epoch: [65][29/553] Time 2.429 Data 0.001 Err 0.1535 top1 3.906 top5 0.000 | Epoch: [65][30/553] Time 2.433 Data 0.001 Err 0.2481 top1 7.812 top5 0.781 | Epoch: [65][31/553] Time 2.441 Data 0.001 Err 0.1380 top1 4.688 top5 0.000 | Epoch: [65][32/553] Time 2.492 Data 0.001 Err 0.2716 top1 6.250 top5 2.344 | Epoch: [65][33/553] Time 2.448 Data 0.001 Err 0.3697 top1 10.938 top5 1.562 | Epoch: [65][34/553] Time 2.437 Data 0.001 Err 0.1378 top1 3.125 top5 0.781 | Epoch: [65][35/553] Time 2.429 Data 0.001 Err 0.1670 top1 5.469 top5 0.781 | Epoch: [65][36/553] Time 2.464 Data 0.001 Err 0.2489 top1 5.469 top5 1.562 | Epoch: [65][37/553] Time 2.437 Data 0.001 Err 0.2338 top1 9.375 top5 0.000 | Epoch: [65][38/553] Time 2.454 Data 0.001 Err 0.2622 top1 8.594 top5 3.125 | Epoch: [65][39/553] Time 2.490 Data 0.001 Err 0.1167 top1 3.125 top5 0.000 | Epoch: [65][40/553] Time 2.468 Data 0.001 Err 0.2316 top1 6.250 top5 3.125 | Epoch: [65][41/553] Time 2.440 Data 0.001 Err 0.2673 top1 7.812 top5 3.906 | Epoch: [65][42/553] Time 2.453 Data 0.001 Err 0.3695 top1 9.375 top5 4.688 | Epoch: [65][43/553] Time 2.434 Data 0.000 Err 0.3034 top1 10.156 top5 1.562 | Epoch: [65][44/553] Time 2.461 Data 0.001 Err 0.3906 top1 10.938 top5 3.906 | Epoch: [65][45/553] Time 2.442 Data 0.001 Err 0.2858 top1 8.594 top5 3.125 | Epoch: [65][46/553] Time 2.480 Data 0.001 Err 0.2304 top1 7.031 top5 0.781 | Epoch: [65][47/553] Time 2.433 Data 0.000 Err 0.2458 top1 4.688 top5 2.344 | Epoch: [65][48/553] Time 2.442 Data 0.001 Err 0.1394 top1 3.125 top5 0.781 | Epoch: [65][49/553] Time 2.439 Data 0.001 Err 0.1651 top1 4.688 top5 0.000 | Epoch: [65][50/553] Time 2.502 Data 0.001 Err 0.3458 top1 7.812 top5 4.688 | Epoch: [65][51/553] Time 2.506 Data 0.001 Err 0.2071 top1 5.469 top5 0.781 | Epoch: [65][52/553] Time 2.449 Data 0.002 Err 0.4366 top1 10.938 top5 5.469 | Epoch: [65][53/553] Time 2.433 Data 0.001 Err 0.3247 top1 8.594 top5 1.562 | Epoch: [65][54/553] Time 2.469 Data 0.001 Err 0.2674 top1 7.031 top5 0.781 | Epoch: [65][55/553] Time 2.460 Data 0.001 Err 0.1704 top1 3.906 top5 0.781 | Epoch: [65][56/553] Time 2.496 Data 0.001 Err 0.2414 top1 6.250 top5 1.562 | Epoch: [65][57/553] Time 2.434 Data 0.001 Err 0.3072 top1 7.031 top5 2.344 | Epoch: [65][58/553] Time 2.472 Data 0.001 Err 0.1793 top1 4.688 top5 1.562 | Epoch: [65][59/553] Time 2.444 Data 0.001 Err 0.2045 top1 6.250 top5 0.781 | Epoch: [65][60/553] Time 2.518 Data 0.001 Err 0.3155 top1 7.031 top5 2.344 | Epoch: [65][61/553] Time 2.435 Data 0.001 Err 0.2683 top1 7.812 top5 2.344 | Epoch: [65][62/553] Time 2.443 Data 0.001 Err 0.2847 top1 7.031 top5 2.344 | Epoch: [65][63/553] Time 2.453 Data 0.001 Err 0.2980 top1 9.375 top5 1.562 | Epoch: [65][64/553] Time 2.473 Data 0.001 Err 0.2120 top1 6.250 top5 2.344 | Epoch: [65][65/553] Time 2.441 Data 0.001 Err 0.3708 top1 7.812 top5 3.906 | Epoch: [65][66/553] Time 2.446 Data 0.001 Err 0.2082 top1 4.688 top5 1.562 | Epoch: [65][67/553] Time 2.443 Data 0.001 Err 0.3132 top1 7.031 top5 3.125 | Epoch: [65][68/553] Time 2.466 Data 0.001 Err 0.2785 top1 7.031 top5 2.344 | Epoch: [65][69/553] Time 2.443 Data 0.001 Err 0.2773 top1 7.031 top5 1.562 | Epoch: [65][70/553] Time 2.437 Data 0.001 Err 0.1735 top1 3.906 top5 0.781 | Epoch: [65][71/553] Time 2.498 Data 0.002 Err 0.3203 top1 8.594 top5 2.344 | Epoch: [65][72/553] Time 2.465 Data 0.001 Err 0.1611 top1 5.469 top5 1.562 | Epoch: [65][73/553] Time 2.433 Data 0.001 Err 0.2628 top1 7.031 top5 1.562 | Epoch: [65][74/553] Time 2.445 Data 0.001 Err 0.2407 top1 5.469 top5 2.344 | Epoch: [65][75/553] Time 2.499 Data 0.001 Err 0.2628 top1 7.812 top5 0.781 | Epoch: [65][76/553] Time 2.464 Data 0.001 Err 0.1773 top1 2.344 top5 1.562 | Epoch: [65][77/553] Time 2.437 Data 0.001 Err 0.2123 top1 6.250 top5 0.781 | Epoch: [65][78/553] Time 2.465 Data 0.001 Err 0.2214 top1 6.250 top5 1.562 | Epoch: [65][79/553] Time 2.520 Data 0.001 Err 0.1770 top1 4.688 top5 1.562 | Epoch: [65][80/553] Time 2.435 Data 0.001 Err 0.2444 top1 7.031 top5 0.781 | Epoch: [65][81/553] Time 2.445 Data 0.002 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [65][82/553] Time 2.491 Data 0.001 Err 0.2299 top1 3.906 top5 0.781 | Epoch: [65][83/553] Time 2.437 Data 0.001 Err 0.2901 top1 10.156 top5 1.562 | Epoch: [65][84/553] Time 2.438 Data 0.001 Err 0.2114 top1 5.469 top5 1.562 | Epoch: [65][85/553] Time 2.444 Data 0.001 Err 0.3193 top1 7.031 top5 3.125 | Epoch: [65][86/553] Time 2.470 Data 0.001 Err 0.2476 top1 7.031 top5 2.344 | Epoch: [65][87/553] Time 2.439 Data 0.001 Err 0.1815 top1 4.688 top5 0.781 | Epoch: [65][88/553] Time 2.440 Data 0.001 Err 0.2166 top1 7.812 top5 0.000 | Epoch: [65][89/553] Time 2.444 Data 0.001 Err 0.2052 top1 3.906 top5 1.562 | Epoch: [65][90/553] Time 2.435 Data 0.001 Err 0.2940 top1 7.812 top5 0.781 | Epoch: [65][91/553] Time 2.440 Data 0.001 Err 0.2390 top1 7.031 top5 2.344 | Epoch: [65][92/553] Time 2.468 Data 0.001 Err 0.2420 top1 7.812 top5 0.781 | Epoch: [65][93/553] Time 2.439 Data 0.000 Err 0.2079 top1 3.906 top5 1.562 | Epoch: [65][94/553] Time 2.453 Data 0.001 Err 0.3207 top1 5.469 top5 4.688 | Epoch: [65][95/553] Time 2.447 Data 0.001 Err 0.2698 top1 10.156 top5 0.000 | Epoch: [65][96/553] Time 2.441 Data 0.001 Err 0.2173 top1 4.688 top5 1.562 | Epoch: [65][97/553] Time 2.489 Data 0.001 Err 0.1117 top1 2.344 top5 0.000 | Epoch: [65][98/553] Time 2.434 Data 0.001 Err 0.2244 top1 5.469 top5 1.562 | Epoch: [65][99/553] Time 2.439 Data 0.001 Err 0.2500 top1 7.812 top5 0.781 | Epoch: [65][100/553] Time 2.453 Data 0.001 Err 0.2434 top1 7.031 top5 1.562 | Epoch: [65][101/553] Time 2.432 Data 0.001 Err 0.1538 top1 4.688 top5 0.781 | Epoch: [65][102/553] Time 2.453 Data 0.001 Err 0.2981 top1 7.031 top5 4.688 | Epoch: [65][103/553] Time 2.494 Data 0.001 Err 0.2220 top1 3.906 top5 1.562 | Epoch: [65][104/553] Time 2.442 Data 0.001 Err 0.3397 top1 9.375 top5 2.344 | Epoch: [65][105/553] Time 2.441 Data 0.001 Err 0.1256 top1 2.344 top5 0.781 | Epoch: [65][106/553] Time 2.464 Data 0.001 Err 0.2354 top1 7.812 top5 1.562 | Epoch: [65][107/553] Time 2.452 Data 0.001 Err 0.2275 top1 8.594 top5 1.562 | Epoch: [65][108/553] Time 2.476 Data 0.001 Err 0.1721 top1 3.906 top5 2.344 | Epoch: [65][109/553] Time 2.447 Data 0.001 Err 0.1922 top1 5.469 top5 1.562 | Epoch: [65][110/553] Time 2.445 Data 0.001 Err 0.1808 top1 3.125 top5 2.344 | Epoch: [65][111/553] Time 2.441 Data 0.001 Err 0.2898 top1 6.250 top5 1.562 | Epoch: [65][112/553] Time 2.471 Data 0.000 Err 0.4220 top1 12.500 top5 4.688 | Epoch: [65][113/553] Time 2.437 Data 0.001 Err 0.2491 top1 7.031 top5 1.562 | Epoch: [65][114/553] Time 2.505 Data 0.001 Err 0.3584 top1 11.719 top5 2.344 | Epoch: [65][115/553] Time 2.448 Data 0.001 Err 0.3749 top1 10.156 top5 3.125 | Epoch: [65][116/553] Time 2.471 Data 0.001 Err 0.2387 top1 5.469 top5 1.562 | Epoch: [65][117/553] Time 2.439 Data 0.001 Err 0.1866 top1 3.906 top5 1.562 | Epoch: [65][118/553] Time 2.448 Data 0.001 Err 0.2910 top1 7.031 top5 2.344 | Epoch: [65][119/553] Time 2.495 Data 0.001 Err 0.3787 top1 10.156 top5 2.344 | Epoch: [65][120/553] Time 2.471 Data 0.001 Err 0.2518 top1 5.469 top5 2.344 | Epoch: [65][121/553] Time 2.438 Data 0.001 Err 0.1736 top1 4.688 top5 1.562 | Epoch: [65][122/553] Time 2.435 Data 0.001 Err 0.2595 top1 6.250 top5 2.344 | Epoch: [65][123/553] Time 2.438 Data 0.001 Err 0.1760 top1 5.469 top5 0.000 | Epoch: [65][124/553] Time 2.465 Data 0.001 Err 0.3237 top1 6.250 top5 3.125 | Epoch: [65][125/553] Time 2.450 Data 0.001 Err 0.2386 top1 4.688 top5 2.344 | Epoch: [65][126/553] Time 2.440 Data 0.001 Err 0.1936 top1 3.906 top5 1.562 | Epoch: [65][127/553] Time 2.467 Data 0.001 Err 0.1685 top1 1.562 top5 0.781 | Epoch: [65][128/553] Time 2.463 Data 0.001 Err 0.2705 top1 9.375 top5 1.562 | Epoch: [65][129/553] Time 2.433 Data 0.001 Err 0.1983 top1 5.469 top5 1.562 | Epoch: [65][130/553] Time 2.463 Data 0.001 Err 0.2209 top1 5.469 top5 0.781 | Epoch: [65][131/553] Time 2.429 Data 0.001 Err 0.3186 top1 10.938 top5 2.344 | Epoch: [65][132/553] Time 2.458 Data 0.001 Err 0.3660 top1 7.812 top5 3.125 | Epoch: [65][133/553] Time 2.437 Data 0.001 Err 0.2319 top1 5.469 top5 2.344 | Epoch: [65][134/553] Time 2.470 Data 0.001 Err 0.3823 top1 11.719 top5 3.125 | Epoch: [65][135/553] Time 2.456 Data 0.000 Err 0.0929 top1 3.125 top5 1.562 | Epoch: [65][136/553] Time 2.458 Data 0.001 Err 0.1844 top1 6.250 top5 0.781 | Epoch: [65][137/553] Time 2.439 Data 0.001 Err 0.3360 top1 8.594 top5 3.125 | Epoch: [65][138/553] Time 2.439 Data 0.001 Err 0.3062 top1 8.594 top5 0.781 | Epoch: [65][139/553] Time 2.437 Data 0.001 Err 0.2642 top1 10.156 top5 1.562 | Epoch: [65][140/553] Time 2.448 Data 0.001 Err 0.3021 top1 5.469 top5 3.125 | Epoch: [65][141/553] Time 2.471 Data 0.001 Err 0.2087 top1 5.469 top5 1.562 | Epoch: [65][142/553] Time 2.492 Data 0.001 Err 0.2194 top1 4.688 top5 0.781 | Epoch: [65][143/553] Time 2.493 Data 0.001 Err 0.1683 top1 3.906 top5 2.344 | Epoch: [65][144/553] Time 2.443 Data 0.001 Err 0.2658 top1 6.250 top5 2.344 | Epoch: [65][145/553] Time 2.437 Data 0.001 Err 0.2383 top1 6.250 top5 0.000 | Epoch: [65][146/553] Time 2.479 Data 0.001 Err 0.3015 top1 7.031 top5 3.125 | Epoch: [65][147/553] Time 2.437 Data 0.001 Err 0.1875 top1 5.469 top5 0.781 | Epoch: [65][148/553] Time 2.437 Data 0.001 Err 0.2091 top1 7.031 top5 0.781 | Epoch: [65][149/553] Time 2.438 Data 0.001 Err 0.1780 top1 5.469 top5 0.000 | Epoch: [65][150/553] Time 2.440 Data 0.001 Err 0.1408 top1 2.344 top5 0.781 | Epoch: [65][151/553] Time 2.439 Data 0.001 Err 0.1765 top1 4.688 top5 2.344 | Epoch: [65][152/553] Time 2.448 Data 0.001 Err 0.2838 top1 8.594 top5 2.344 | Epoch: [65][153/553] Time 2.445 Data 0.001 Err 0.2315 top1 4.688 top5 2.344 | Epoch: [65][154/553] Time 2.515 Data 0.001 Err 0.1981 top1 3.906 top5 0.781 | Epoch: [65][155/553] Time 2.443 Data 0.001 Err 0.2434 top1 8.594 top5 0.781 | Epoch: [65][156/553] Time 2.477 Data 0.001 Err 0.2575 top1 6.250 top5 2.344 | Epoch: [65][157/553] Time 2.461 Data 0.001 Err 0.2457 top1 6.250 top5 0.781 | Epoch: [65][158/553] Time 2.432 Data 0.001 Err 0.1831 top1 5.469 top5 1.562 | Epoch: [65][159/553] Time 2.434 Data 0.001 Err 0.3781 top1 8.594 top5 5.469 | Epoch: [65][160/553] Time 2.448 Data 0.001 Err 0.3546 top1 10.938 top5 2.344 | Epoch: [65][161/553] Time 2.445 Data 0.001 Err 0.2816 top1 7.031 top5 2.344 | Epoch: [65][162/553] Time 2.470 Data 0.001 Err 0.2380 top1 5.469 top5 2.344 | Epoch: [65][163/553] Time 2.433 Data 0.001 Err 0.1720 top1 3.906 top5 0.781 | Epoch: [65][164/553] Time 2.471 Data 0.001 Err 0.2771 top1 6.250 top5 3.125 | Epoch: [65][165/553] Time 2.465 Data 0.001 Err 0.2117 top1 3.906 top5 0.781 | Epoch: [65][166/553] Time 2.514 Data 0.001 Err 0.1936 top1 3.906 top5 0.000 | Epoch: [65][167/553] Time 2.443 Data 0.001 Err 0.2838 top1 9.375 top5 1.562 | Epoch: [65][168/553] Time 2.435 Data 0.001 Err 0.3611 top1 10.938 top5 3.125 | Epoch: [65][169/553] Time 2.454 Data 0.001 Err 0.1978 top1 5.469 top5 1.562 | Epoch: [65][170/553] Time 2.471 Data 0.001 Err 0.2678 top1 9.375 top5 2.344 | Epoch: [65][171/553] Time 2.471 Data 0.001 Err 0.1698 top1 5.469 top5 0.000 | Epoch: [65][172/553] Time 2.469 Data 0.001 Err 0.2703 top1 8.594 top5 1.562 | Epoch: [65][173/553] Time 2.497 Data 0.001 Err 0.2430 top1 7.812 top5 1.562 | Epoch: [65][174/553] Time 2.482 Data 0.001 Err 0.1627 top1 5.469 top5 0.000 | Epoch: [65][175/553] Time 2.492 Data 0.001 Err 0.3312 top1 9.375 top5 0.781 | Epoch: [65][176/553] Time 2.470 Data 0.001 Err 0.3240 top1 8.594 top5 2.344 | Epoch: [65][177/553] Time 2.437 Data 0.001 Err 0.2699 top1 5.469 top5 3.125 | Epoch: [65][178/553] Time 2.451 Data 0.001 Err 0.2925 top1 6.250 top5 2.344 | Epoch: [65][179/553] Time 2.479 Data 0.000 Err 0.1984 top1 6.250 top5 0.781 | Epoch: [65][180/553] Time 2.439 Data 0.001 Err 0.2945 top1 7.031 top5 2.344 | Epoch: [65][181/553] Time 2.501 Data 0.001 Err 0.2630 top1 6.250 top5 0.781 | Epoch: [65][182/553] Time 2.437 Data 0.001 Err 0.1913 top1 4.688 top5 1.562 | Epoch: [65][183/553] Time 2.437 Data 0.001 Err 0.3419 top1 8.594 top5 3.125 | Epoch: [65][184/553] Time 2.451 Data 0.001 Err 0.2101 top1 5.469 top5 2.344 | Epoch: [65][185/553] Time 2.444 Data 0.001 Err 0.2052 top1 4.688 top5 1.562 | Epoch: [65][186/553] Time 2.439 Data 0.001 Err 0.1640 top1 4.688 top5 1.562 | Epoch: [65][187/553] Time 2.434 Data 0.001 Err 0.2417 top1 7.031 top5 3.125 | Epoch: [65][188/553] Time 2.441 Data 0.001 Err 0.3046 top1 7.812 top5 2.344 | Epoch: [65][189/553] Time 2.433 Data 0.001 Err 0.2385 top1 3.906 top5 3.906 | Epoch: [65][190/553] Time 2.473 Data 0.001 Err 0.4151 top1 11.719 top5 4.688 | Epoch: [65][191/553] Time 2.445 Data 0.001 Err 0.2253 top1 8.594 top5 1.562 | Epoch: [65][192/553] Time 2.508 Data 0.001 Err 0.3236 top1 7.031 top5 3.125 | Epoch: [65][193/553] Time 2.441 Data 0.001 Err 0.1315 top1 2.344 top5 0.000 | Epoch: [65][194/553] Time 2.485 Data 0.001 Err 0.3056 top1 6.250 top5 3.906 | Epoch: [65][195/553] Time 2.462 Data 0.001 Err 0.1424 top1 3.906 top5 0.781 | Epoch: [65][196/553] Time 2.431 Data 0.001 Err 0.2794 top1 7.031 top5 3.125 | Epoch: [65][197/553] Time 2.452 Data 0.001 Err 0.2907 top1 8.594 top5 2.344 | Epoch: [65][198/553] Time 2.437 Data 0.001 Err 0.4109 top1 10.156 top5 3.125 | Epoch: [65][199/553] Time 2.446 Data 0.001 Err 0.1949 top1 4.688 top5 0.781 | Epoch: [65][200/553] Time 2.466 Data 0.001 Err 0.1782 top1 3.906 top5 1.562 | Epoch: [65][201/553] Time 2.449 Data 0.001 Err 0.2440 top1 5.469 top5 2.344 | Epoch: [65][202/553] Time 2.441 Data 0.001 Err 0.1979 top1 7.812 top5 1.562 | Epoch: [65][203/553] Time 2.441 Data 0.001 Err 0.2133 top1 4.688 top5 1.562 | Epoch: [65][204/553] Time 2.441 Data 0.001 Err 0.3354 top1 7.031 top5 4.688 | Epoch: [65][205/553] Time 2.439 Data 0.001 Err 0.2848 top1 7.812 top5 1.562 | Epoch: [65][206/553] Time 2.444 Data 0.001 Err 0.4103 top1 9.375 top5 3.125 | Epoch: [65][207/553] Time 2.442 Data 0.001 Err 0.2337 top1 3.906 top5 2.344 | Epoch: [65][208/553] Time 2.444 Data 0.001 Err 0.1527 top1 5.469 top5 0.000 | Epoch: [65][209/553] Time 2.437 Data 0.001 Err 0.3663 top1 9.375 top5 1.562 | Epoch: [65][210/553] Time 2.475 Data 0.001 Err 0.1701 top1 4.688 top5 0.781 | Epoch: [65][211/553] Time 2.434 Data 0.001 Err 0.2072 top1 5.469 top5 0.000 | Epoch: [65][212/553] Time 2.475 Data 0.001 Err 0.3096 top1 8.594 top5 2.344 | Epoch: [65][213/553] Time 2.499 Data 0.001 Err 0.2314 top1 7.031 top5 0.781 | Epoch: [65][214/553] Time 2.442 Data 0.001 Err 0.1509 top1 4.688 top5 0.781 | Epoch: [65][215/553] Time 2.498 Data 0.001 Err 0.2932 top1 7.812 top5 3.906 | Epoch: [65][216/553] Time 2.454 Data 0.001 Err 0.2041 top1 5.469 top5 0.781 | Epoch: [65][217/553] Time 2.439 Data 0.001 Err 0.1505 top1 5.469 top5 0.781 | Epoch: [65][218/553] Time 2.447 Data 0.001 Err 0.2602 top1 7.031 top5 2.344 | Epoch: [65][219/553] Time 2.439 Data 0.001 Err 0.2051 top1 6.250 top5 1.562 | Epoch: [65][220/553] Time 2.450 Data 0.001 Err 0.2068 top1 3.906 top5 2.344 | Epoch: [65][221/553] Time 2.442 Data 0.001 Err 0.3049 top1 5.469 top5 3.125 | Epoch: [65][222/553] Time 2.439 Data 0.001 Err 0.1274 top1 4.688 top5 0.000 | Epoch: [65][223/553] Time 2.473 Data 0.001 Err 0.2855 top1 8.594 top5 1.562 | Epoch: [65][224/553] Time 2.452 Data 0.001 Err 0.1948 top1 3.906 top5 0.781 | Epoch: [65][225/553] Time 2.476 Data 0.001 Err 0.2405 top1 7.031 top5 2.344 | Epoch: [65][226/553] Time 2.439 Data 0.001 Err 0.3525 top1 10.938 top5 3.906 | Epoch: [65][227/553] Time 2.483 Data 0.001 Err 0.2490 top1 7.031 top5 3.125 | Epoch: [65][228/553] Time 2.443 Data 0.001 Err 0.1481 top1 1.562 top5 0.781 | Epoch: [65][229/553] Time 2.466 Data 0.001 Err 0.2399 top1 5.469 top5 2.344 | Epoch: [65][230/553] Time 2.448 Data 0.001 Err 0.2471 top1 7.031 top5 1.562 | Epoch: [65][231/553] Time 2.435 Data 0.001 Err 0.5050 top1 11.719 top5 6.250 | Epoch: [65][232/553] Time 2.480 Data 0.001 Err 0.2991 top1 9.375 top5 2.344 | Epoch: [65][233/553] Time 2.474 Data 0.001 Err 0.1792 top1 2.344 top5 0.000 | Epoch: [65][234/553] Time 2.435 Data 0.001 Err 0.2325 top1 4.688 top5 2.344 | Epoch: [65][235/553] Time 2.439 Data 0.001 Err 0.2913 top1 9.375 top5 1.562 | Epoch: [65][236/553] Time 2.443 Data 0.001 Err 0.3323 top1 10.156 top5 3.125 | Epoch: [65][237/553] Time 2.436 Data 0.001 Err 0.2124 top1 5.469 top5 0.000 | Epoch: [65][238/553] Time 2.485 Data 0.001 Err 0.1671 top1 3.125 top5 0.781 | Epoch: [65][239/553] Time 2.445 Data 0.001 Err 0.1516 top1 4.688 top5 0.000 | Epoch: [65][240/553] Time 2.442 Data 0.001 Err 0.1922 top1 4.688 top5 0.781 | Epoch: [65][241/553] Time 2.460 Data 0.001 Err 0.2920 top1 7.031 top5 3.125 | Epoch: [65][242/553] Time 2.448 Data 0.001 Err 0.4709 top1 10.938 top5 7.031 | Epoch: [65][243/553] Time 2.439 Data 0.001 Err 0.3250 top1 8.594 top5 3.906 | Epoch: [65][244/553] Time 2.474 Data 0.001 Err 0.3231 top1 8.594 top5 1.562 | Epoch: [65][245/553] Time 2.435 Data 0.000 Err 0.3196 top1 10.156 top5 2.344 | Epoch: [65][246/553] Time 2.458 Data 0.000 Err 0.2153 top1 4.688 top5 0.781 | Epoch: [65][247/553] Time 2.500 Data 0.001 Err 0.1962 top1 4.688 top5 0.000 | Epoch: [65][248/553] Time 2.446 Data 0.001 Err 0.2301 top1 4.688 top5 2.344 | Epoch: [65][249/553] Time 2.438 Data 0.001 Err 0.2859 top1 7.812 top5 2.344 | Epoch: [65][250/553] Time 2.437 Data 0.001 Err 0.2292 top1 6.250 top5 2.344 | Epoch: [65][251/553] Time 2.443 Data 0.001 Err 0.3074 top1 10.156 top5 2.344 | Epoch: [65][252/553] Time 2.438 Data 0.001 Err 0.2355 top1 6.250 top5 1.562 | Epoch: [65][253/553] Time 2.435 Data 0.001 Err 0.3121 top1 8.594 top5 3.125 | Epoch: [65][254/553] Time 2.462 Data 0.001 Err 0.3585 top1 9.375 top5 2.344 | Epoch: [65][255/553] Time 2.435 Data 0.001 Err 0.1294 top1 4.688 top5 0.000 | Epoch: [65][256/553] Time 2.445 Data 0.000 Err 0.2675 top1 10.156 top5 0.781 | Epoch: [65][257/553] Time 2.441 Data 0.001 Err 0.2634 top1 5.469 top5 2.344 | Epoch: [65][258/553] Time 2.449 Data 0.001 Err 0.2822 top1 7.812 top5 2.344 | Epoch: [65][259/553] Time 2.438 Data 0.001 Err 0.3083 top1 8.594 top5 3.906 | Epoch: [65][260/553] Time 2.473 Data 0.001 Err 0.3268 top1 7.812 top5 3.906 | Epoch: [65][261/553] Time 2.495 Data 0.001 Err 0.2054 top1 6.250 top5 2.344 | Epoch: [65][262/553] Time 2.439 Data 0.001 Err 0.2325 top1 5.469 top5 2.344 | Epoch: [65][263/553] Time 2.439 Data 0.001 Err 0.2394 top1 6.250 top5 1.562 | Epoch: [65][264/553] Time 2.460 Data 0.000 Err 0.3989 top1 10.938 top5 3.906 | Epoch: [65][265/553] Time 2.478 Data 0.001 Err 0.2944 top1 8.594 top5 3.125 | Epoch: [65][266/553] Time 2.446 Data 0.001 Err 0.2084 top1 5.469 top5 1.562 | Epoch: [65][267/553] Time 2.479 Data 0.001 Err 0.2308 top1 5.469 top5 0.781 | Epoch: [65][268/553] Time 2.463 Data 0.001 Err 0.1590 top1 6.250 top5 0.781 | Epoch: [65][269/553] Time 2.459 Data 0.001 Err 0.1995 top1 5.469 top5 0.781 | Epoch: [65][270/553] Time 2.471 Data 0.001 Err 0.2744 top1 5.469 top5 3.125 | Epoch: [65][271/553] Time 2.440 Data 0.001 Err 0.2371 top1 6.250 top5 1.562 | Epoch: [65][272/553] Time 2.489 Data 0.001 Err 0.3050 top1 6.250 top5 3.125 | Epoch: [65][273/553] Time 2.434 Data 0.001 Err 0.1834 top1 4.688 top5 0.000 | Epoch: [65][274/553] Time 2.462 Data 0.000 Err 0.2825 top1 8.594 top5 3.125 | Epoch: [65][275/553] Time 2.440 Data 0.001 Err 0.1830 top1 7.812 top5 0.000 | Epoch: [65][276/553] Time 2.469 Data 0.001 Err 0.2715 top1 5.469 top5 1.562 | Epoch: [65][277/553] Time 2.440 Data 0.001 Err 0.1990 top1 4.688 top5 0.781 | Epoch: [65][278/553] Time 2.441 Data 0.001 Err 0.2689 top1 5.469 top5 2.344 | Epoch: [65][279/553] Time 2.437 Data 0.001 Err 0.1564 top1 3.906 top5 0.781 | Epoch: [65][280/553] Time 2.464 Data 0.001 Err 0.1545 top1 3.906 top5 0.000 | Epoch: [65][281/553] Time 2.446 Data 0.001 Err 0.3469 top1 9.375 top5 3.906 | Epoch: [65][282/553] Time 2.463 Data 0.001 Err 0.2257 top1 5.469 top5 0.781 | Epoch: [65][283/553] Time 2.443 Data 0.001 Err 0.3238 top1 7.812 top5 2.344 | Epoch: [65][284/553] Time 2.465 Data 0.001 Err 0.1863 top1 4.688 top5 2.344 | Epoch: [65][285/553] Time 2.446 Data 0.001 Err 0.3125 top1 10.938 top5 3.125 | Epoch: [65][286/553] Time 2.437 Data 0.001 Err 0.2590 top1 5.469 top5 3.125 | Epoch: [65][287/553] Time 2.463 Data 0.001 Err 0.1723 top1 4.688 top5 0.781 | Epoch: [65][288/553] Time 2.472 Data 0.001 Err 0.1812 top1 5.469 top5 0.781 | Epoch: [65][289/553] Time 2.437 Data 0.001 Err 0.0997 top1 2.344 top5 0.000 | Epoch: [65][290/553] Time 2.444 Data 0.001 Err 0.1632 top1 3.906 top5 1.562 | Epoch: [65][291/553] Time 2.439 Data 0.001 Err 0.1813 top1 3.906 top5 1.562 | Epoch: [65][292/553] Time 2.433 Data 0.001 Err 0.4747 top1 10.156 top5 6.250 | Epoch: [65][293/553] Time 2.478 Data 0.001 Err 0.2184 top1 6.250 top5 1.562 | Epoch: [65][294/553] Time 2.435 Data 0.001 Err 0.3016 top1 6.250 top5 1.562 | Epoch: [65][295/553] Time 2.451 Data 0.001 Err 0.1478 top1 6.250 top5 0.000 | Epoch: [65][296/553] Time 2.446 Data 0.001 Err 0.3005 top1 6.250 top5 3.125 | Epoch: [65][297/553] Time 2.438 Data 0.001 Err 0.3611 top1 8.594 top5 3.125 | Epoch: [65][298/553] Time 2.470 Data 0.001 Err 0.1791 top1 3.906 top5 1.562 | Epoch: [65][299/553] Time 2.441 Data 0.001 Err 0.1902 top1 4.688 top5 1.562 | Epoch: [65][300/553] Time 2.440 Data 0.000 Err 0.1470 top1 3.125 top5 1.562 | Epoch: [65][301/553] Time 2.442 Data 0.001 Err 0.1709 top1 6.250 top5 0.000 | Epoch: [65][302/553] Time 2.434 Data 0.001 Err 0.1614 top1 3.906 top5 0.781 | Epoch: [65][303/553] Time 2.434 Data 0.001 Err 0.1758 top1 3.125 top5 1.562 | Epoch: [65][304/553] Time 2.500 Data 0.001 Err 0.2087 top1 6.250 top5 0.781 | Epoch: [65][305/553] Time 2.461 Data 0.001 Err 0.2955 top1 10.938 top5 1.562 | Epoch: [65][306/553] Time 2.470 Data 0.001 Err 0.2652 top1 7.812 top5 2.344 | Epoch: [65][307/553] Time 2.453 Data 0.001 Err 0.2418 top1 7.031 top5 2.344 | Epoch: [65][308/553] Time 2.465 Data 0.001 Err 0.2335 top1 3.906 top5 2.344 | Epoch: [65][309/553] Time 2.444 Data 0.004 Err 0.2288 top1 5.469 top5 2.344 | Epoch: [65][310/553] Time 2.447 Data 0.001 Err 0.1338 top1 3.125 top5 0.781 | Epoch: [65][311/553] Time 2.440 Data 0.000 Err 0.1826 top1 4.688 top5 0.781 | Epoch: [65][312/553] Time 2.480 Data 0.001 Err 0.2926 top1 7.812 top5 1.562 | Epoch: [65][313/553] Time 2.495 Data 0.001 Err 0.1374 top1 2.344 top5 1.562 | Epoch: [65][314/553] Time 2.445 Data 0.001 Err 0.2549 top1 4.688 top5 2.344 | Epoch: [65][315/553] Time 2.446 Data 0.001 Err 0.3488 top1 7.812 top5 4.688 | Epoch: [65][316/553] Time 2.433 Data 0.001 Err 0.2405 top1 7.031 top5 2.344 | Epoch: [65][317/553] Time 2.439 Data 0.001 Err 0.3081 top1 9.375 top5 3.125 | Epoch: [65][318/553] Time 2.439 Data 0.001 Err 0.2892 top1 7.031 top5 2.344 | Epoch: [65][319/553] Time 2.464 Data 0.001 Err 0.1380 top1 3.906 top5 0.781 | Epoch: [65][320/553] Time 2.437 Data 0.001 Err 0.2188 top1 6.250 top5 0.000 | Epoch: [65][321/553] Time 2.433 Data 0.001 Err 0.2104 top1 4.688 top5 1.562 | Epoch: [65][322/553] Time 2.439 Data 0.001 Err 0.1461 top1 2.344 top5 0.781 | Epoch: [65][323/553] Time 2.440 Data 0.000 Err 0.1947 top1 5.469 top5 0.781 | Epoch: [65][324/553] Time 2.451 Data 0.001 Err 0.1743 top1 5.469 top5 0.000 | Epoch: [65][325/553] Time 2.446 Data 0.001 Err 0.1794 top1 3.906 top5 1.562 | Epoch: [65][326/553] Time 2.439 Data 0.001 Err 0.2780 top1 7.812 top5 3.125 | Epoch: [65][327/553] Time 2.436 Data 0.001 Err 0.1115 top1 4.688 top5 0.000 | Epoch: [65][328/553] Time 2.483 Data 0.001 Err 0.3083 top1 8.594 top5 3.125 | Epoch: [65][329/553] Time 2.436 Data 0.001 Err 0.1400 top1 3.125 top5 1.562 | Epoch: [65][330/553] Time 2.447 Data 0.000 Err 0.2194 top1 4.688 top5 1.562 | Epoch: [65][331/553] Time 2.461 Data 0.000 Err 0.2150 top1 5.469 top5 1.562 | Epoch: [65][332/553] Time 2.439 Data 0.001 Err 0.3387 top1 10.938 top5 2.344 | Epoch: [65][333/553] Time 2.438 Data 0.001 Err 0.2556 top1 5.469 top5 3.125 | Epoch: [65][334/553] Time 2.451 Data 0.001 Err 0.2773 top1 7.031 top5 1.562 | Epoch: [65][335/553] Time 2.442 Data 0.001 Err 0.1873 top1 5.469 top5 0.781 | Epoch: [65][336/553] Time 2.472 Data 0.001 Err 0.3773 top1 10.156 top5 3.125 | Epoch: [65][337/553] Time 2.439 Data 0.001 Err 0.3277 top1 8.594 top5 4.688 | Epoch: [65][338/553] Time 2.434 Data 0.001 Err 0.3415 top1 6.250 top5 3.125 | Epoch: [65][339/553] Time 2.480 Data 0.001 Err 0.2130 top1 3.906 top5 2.344 | Epoch: [65][340/553] Time 2.443 Data 0.001 Err 0.1243 top1 2.344 top5 0.000 | Epoch: [65][341/553] Time 2.483 Data 0.001 Err 0.2141 top1 5.469 top5 0.781 | Epoch: [65][342/553] Time 2.475 Data 0.001 Err 0.2514 top1 7.031 top5 1.562 | Epoch: [65][343/553] Time 2.452 Data 0.001 Err 0.2322 top1 6.250 top5 1.562 | Epoch: [65][344/553] Time 2.441 Data 0.001 Err 0.2473 top1 7.812 top5 2.344 | Epoch: [65][345/553] Time 2.443 Data 0.001 Err 0.2587 top1 7.031 top5 1.562 | Epoch: [65][346/553] Time 2.443 Data 0.001 Err 0.2488 top1 6.250 top5 1.562 | Epoch: [65][347/553] Time 2.454 Data 0.001 Err 0.3501 top1 9.375 top5 2.344 | Epoch: [65][348/553] Time 2.463 Data 0.000 Err 0.3526 top1 9.375 top5 2.344 | Epoch: [65][349/553] Time 2.443 Data 0.001 Err 0.1358 top1 3.906 top5 0.781 | Epoch: [65][350/553] Time 2.465 Data 0.000 Err 0.1762 top1 4.688 top5 2.344 | Epoch: [65][351/553] Time 2.469 Data 0.001 Err 0.2604 top1 4.688 top5 1.562 | Epoch: [65][352/553] Time 2.446 Data 0.001 Err 0.3082 top1 9.375 top5 3.125 | Epoch: [65][353/553] Time 2.435 Data 0.001 Err 0.2187 top1 4.688 top5 3.125 | Epoch: [65][354/553] Time 2.467 Data 0.001 Err 0.2146 top1 5.469 top5 1.562 | Epoch: [65][355/553] Time 2.467 Data 0.001 Err 0.1432 top1 3.906 top5 0.000 | Epoch: [65][356/553] Time 2.471 Data 0.001 Err 0.2011 top1 5.469 top5 1.562 | Epoch: [65][357/553] Time 2.444 Data 0.001 Err 0.3769 top1 10.938 top5 5.469 | Epoch: [65][358/553] Time 2.472 Data 0.001 Err 0.4316 top1 10.938 top5 4.688 | Epoch: [65][359/553] Time 2.437 Data 0.000 Err 0.1829 top1 3.906 top5 0.781 | Epoch: [65][360/553] Time 2.460 Data 0.001 Err 0.3915 top1 9.375 top5 3.125 | Epoch: [65][361/553] Time 2.446 Data 0.001 Err 0.2399 top1 7.031 top5 2.344 | Epoch: [65][362/553] Time 2.517 Data 0.001 Err 0.2785 top1 10.938 top5 1.562 | Epoch: [65][363/553] Time 2.443 Data 0.000 Err 0.2833 top1 5.469 top5 3.906 | Epoch: [65][364/553] Time 2.476 Data 0.001 Err 0.2553 top1 7.031 top5 2.344 | Epoch: [65][365/553] Time 2.449 Data 0.001 Err 0.3208 top1 7.031 top5 3.125 | Epoch: [65][366/553] Time 2.477 Data 0.001 Err 0.3134 top1 7.031 top5 3.125 | Epoch: [65][367/553] Time 2.480 Data 0.001 Err 0.2128 top1 6.250 top5 2.344 | Epoch: [65][368/553] Time 2.467 Data 0.000 Err 0.2202 top1 3.125 top5 1.562 | Epoch: [65][369/553] Time 2.446 Data 0.001 Err 0.2481 top1 3.906 top5 1.562 | Epoch: [65][370/553] Time 2.438 Data 0.001 Err 0.2918 top1 4.688 top5 2.344 | Epoch: [65][371/553] Time 2.454 Data 0.001 Err 0.1884 top1 3.125 top5 1.562 | Epoch: [65][372/553] Time 2.442 Data 0.001 Err 0.2862 top1 6.250 top5 2.344 | Epoch: [65][373/553] Time 2.464 Data 0.001 Err 0.2217 top1 4.688 top5 0.781 | Epoch: [65][374/553] Time 2.433 Data 0.001 Err 0.2933 top1 7.812 top5 3.125 | Epoch: [65][375/553] Time 2.439 Data 0.001 Err 0.2278 top1 5.469 top5 1.562 | Epoch: [65][376/553] Time 2.442 Data 0.001 Err 0.3896 top1 10.156 top5 3.125 | Epoch: [65][377/553] Time 2.447 Data 0.001 Err 0.1693 top1 4.688 top5 0.781 | Epoch: [65][378/553] Time 2.511 Data 0.001 Err 0.1873 top1 3.906 top5 1.562 | Epoch: [65][379/553] Time 2.437 Data 0.001 Err 0.1594 top1 3.906 top5 0.000 | Epoch: [65][380/553] Time 2.474 Data 0.001 Err 0.1888 top1 4.688 top5 1.562 | Epoch: [65][381/553] Time 2.496 Data 0.001 Err 0.1866 top1 4.688 top5 0.781 | Epoch: [65][382/553] Time 2.475 Data 0.001 Err 0.3376 top1 7.031 top5 3.125 | Epoch: [65][383/553] Time 2.449 Data 0.001 Err 0.3266 top1 7.812 top5 3.125 | Epoch: [65][384/553] Time 2.453 Data 0.001 Err 0.2184 top1 4.688 top5 1.562 | Epoch: [65][385/553] Time 2.447 Data 0.001 Err 0.2143 top1 7.031 top5 0.781 | Epoch: [65][386/553] Time 2.435 Data 0.000 Err 0.1608 top1 3.125 top5 1.562 | Epoch: [65][387/553] Time 2.443 Data 0.001 Err 0.2149 top1 4.688 top5 1.562 | Epoch: [65][388/553] Time 2.465 Data 0.001 Err 0.3427 top1 10.156 top5 2.344 | Epoch: [65][389/553] Time 2.454 Data 0.001 Err 0.2680 top1 5.469 top5 0.781 | Epoch: [65][390/553] Time 2.444 Data 0.001 Err 0.2426 top1 6.250 top5 3.125 | Epoch: [65][391/553] Time 2.462 Data 0.001 Err 0.2621 top1 7.031 top5 3.125 | Epoch: [65][392/553] Time 2.437 Data 0.001 Err 0.3294 top1 5.469 top5 3.906 | Epoch: [65][393/553] Time 2.439 Data 0.001 Err 0.2425 top1 8.594 top5 0.781 | Epoch: [65][394/553] Time 2.446 Data 0.001 Err 0.3092 top1 9.375 top5 3.125 | Epoch: [65][395/553] Time 2.449 Data 0.001 Err 0.3715 top1 8.594 top5 4.688 | Epoch: [65][396/553] Time 2.475 Data 0.001 Err 0.2441 top1 7.031 top5 3.125 | Epoch: [65][397/553] Time 2.450 Data 0.001 Err 0.1802 top1 3.125 top5 0.000 | Epoch: [65][398/553] Time 2.466 Data 0.001 Err 0.3163 top1 8.594 top5 3.906 | Epoch: [65][399/553] Time 2.442 Data 0.001 Err 0.2338 top1 3.906 top5 2.344 | Epoch: [65][400/553] Time 2.471 Data 0.001 Err 0.2027 top1 6.250 top5 0.000 | Epoch: [65][401/553] Time 2.445 Data 0.001 Err 0.2684 top1 9.375 top5 3.125 | Epoch: [65][402/553] Time 2.519 Data 0.001 Err 0.2579 top1 7.812 top5 0.781 | Epoch: [65][403/553] Time 2.460 Data 0.001 Err 0.1761 top1 3.906 top5 0.781 | Epoch: [65][404/553] Time 2.438 Data 0.001 Err 0.2622 top1 6.250 top5 1.562 | Epoch: [65][405/553] Time 2.463 Data 0.001 Err 0.1513 top1 3.906 top5 1.562 | Epoch: [65][406/553] Time 2.459 Data 0.001 Err 0.3417 top1 8.594 top5 2.344 | Epoch: [65][407/553] Time 2.455 Data 0.000 Err 0.2165 top1 6.250 top5 0.781 | Epoch: [65][408/553] Time 2.445 Data 0.001 Err 0.2471 top1 7.812 top5 3.125 | Epoch: [65][409/553] Time 2.458 Data 0.001 Err 0.2302 top1 7.031 top5 1.562 | Epoch: [65][410/553] Time 2.517 Data 0.001 Err 0.3662 top1 11.719 top5 2.344 | Epoch: [65][411/553] Time 2.447 Data 0.001 Err 0.2150 top1 6.250 top5 1.562 | Epoch: [65][412/553] Time 2.517 Data 0.001 Err 0.2947 top1 3.125 top5 2.344 | Epoch: [65][413/553] Time 2.450 Data 0.001 Err 0.2159 top1 6.250 top5 0.781 | Epoch: [65][414/553] Time 2.461 Data 0.001 Err 0.2971 top1 7.031 top5 2.344 | Epoch: [65][415/553] Time 2.464 Data 0.001 Err 0.3498 top1 7.812 top5 3.906 | Epoch: [65][416/553] Time 2.436 Data 0.001 Err 0.3115 top1 8.594 top5 1.562 | Epoch: [65][417/553] Time 2.446 Data 0.001 Err 0.2882 top1 7.031 top5 3.125 | Epoch: [65][418/553] Time 2.438 Data 0.001 Err 0.2121 top1 4.688 top5 1.562 | Epoch: [65][419/553] Time 2.458 Data 0.001 Err 0.0923 top1 2.344 top5 0.781 | Epoch: [65][420/553] Time 2.457 Data 0.001 Err 0.2187 top1 4.688 top5 1.562 | Epoch: [65][421/553] Time 2.453 Data 0.001 Err 0.1963 top1 4.688 top5 0.000 | Epoch: [65][422/553] Time 2.442 Data 0.001 Err 0.2212 top1 5.469 top5 1.562 | Epoch: [65][423/553] Time 2.448 Data 0.001 Err 0.2518 top1 8.594 top5 0.781 | Epoch: [65][424/553] Time 2.474 Data 0.000 Err 0.1398 top1 2.344 top5 0.781 | Epoch: [65][425/553] Time 2.441 Data 0.000 Err 0.2477 top1 7.812 top5 2.344 | Epoch: [65][426/553] Time 2.489 Data 0.001 Err 0.2171 top1 4.688 top5 1.562 | Epoch: [65][427/553] Time 2.433 Data 0.001 Err 0.2543 top1 7.031 top5 3.125 | Epoch: [65][428/553] Time 2.473 Data 0.001 Err 0.2500 top1 7.031 top5 1.562 | Epoch: [65][429/553] Time 2.452 Data 0.001 Err 0.3289 top1 8.594 top5 3.125 | Epoch: [65][430/553] Time 2.479 Data 0.001 Err 0.2055 top1 6.250 top5 1.562 | Epoch: [65][431/553] Time 2.441 Data 0.001 Err 0.1821 top1 7.031 top5 0.781 | Epoch: [65][432/553] Time 2.511 Data 0.001 Err 0.3089 top1 9.375 top5 2.344 | Epoch: [65][433/553] Time 2.487 Data 0.001 Err 0.2445 top1 7.031 top5 1.562 | Epoch: [65][434/553] Time 2.477 Data 0.001 Err 0.3290 top1 9.375 top5 3.125 | Epoch: [65][435/553] Time 2.478 Data 0.001 Err 0.2629 top1 8.594 top5 1.562 | Epoch: [65][436/553] Time 2.437 Data 0.001 Err 0.1985 top1 3.906 top5 1.562 | Epoch: [65][437/553] Time 2.443 Data 0.001 Err 0.1524 top1 4.688 top5 0.000 | Epoch: [65][438/553] Time 2.436 Data 0.001 Err 0.2355 top1 3.906 top5 2.344 | Epoch: [65][439/553] Time 2.448 Data 0.001 Err 0.1724 top1 3.125 top5 0.781 | Epoch: [65][440/553] Time 2.470 Data 0.001 Err 0.3037 top1 10.156 top5 2.344 | Epoch: [65][441/553] Time 2.439 Data 0.001 Err 0.3166 top1 7.031 top5 4.688 | Epoch: [65][442/553] Time 2.458 Data 0.001 Err 0.2739 top1 8.594 top5 2.344 | Epoch: [65][443/553] Time 2.449 Data 0.001 Err 0.3349 top1 8.594 top5 2.344 | Epoch: [65][444/553] Time 2.475 Data 0.001 Err 0.2938 top1 10.156 top5 0.781 | Epoch: [65][445/553] Time 2.439 Data 0.001 Err 0.2135 top1 7.812 top5 0.000 | Epoch: [65][446/553] Time 2.476 Data 0.001 Err 0.1806 top1 3.906 top5 2.344 | Epoch: [65][447/553] Time 2.442 Data 0.001 Err 0.1759 top1 3.906 top5 1.562 | Epoch: [65][448/553] Time 2.445 Data 0.001 Err 0.2171 top1 5.469 top5 2.344 | Epoch: [65][449/553] Time 2.454 Data 0.001 Err 0.1960 top1 5.469 top5 1.562 | Epoch: [65][450/553] Time 2.483 Data 0.001 Err 0.1928 top1 3.906 top5 2.344 | Epoch: [65][451/553] Time 2.484 Data 0.001 Err 0.2990 top1 9.375 top5 2.344 | Epoch: [65][452/553] Time 2.459 Data 0.001 Err 0.2586 top1 6.250 top5 1.562 | Epoch: [65][453/553] Time 2.444 Data 0.001 Err 0.1621 top1 4.688 top5 0.000 | Epoch: [65][454/553] Time 2.468 Data 0.001 Err 0.1758 top1 2.344 top5 2.344 | Epoch: [65][455/553] Time 2.434 Data 0.001 Err 0.3235 top1 10.156 top5 3.125 | Epoch: [65][456/553] Time 2.437 Data 0.000 Err 0.2340 top1 6.250 top5 2.344 | Epoch: [65][457/553] Time 2.457 Data 0.001 Err 0.2812 top1 7.812 top5 1.562 | Epoch: [65][458/553] Time 2.437 Data 0.001 Err 0.3022 top1 7.812 top5 3.125 | Epoch: [65][459/553] Time 2.441 Data 0.001 Err 0.3116 top1 7.812 top5 2.344 | Epoch: [65][460/553] Time 2.450 Data 0.001 Err 0.2666 top1 5.469 top5 3.906 | Epoch: [65][461/553] Time 2.447 Data 0.001 Err 0.3078 top1 7.031 top5 3.125 | Epoch: [65][462/553] Time 2.446 Data 0.000 Err 0.2934 top1 7.812 top5 3.125 | Epoch: [65][463/553] Time 2.444 Data 0.001 Err 0.1849 top1 5.469 top5 1.562 | Epoch: [65][464/553] Time 2.438 Data 0.001 Err 0.1756 top1 5.469 top5 0.000 | Epoch: [65][465/553] Time 2.485 Data 0.000 Err 0.2001 top1 4.688 top5 1.562 | Epoch: [65][466/553] Time 2.462 Data 0.001 Err 0.1882 top1 4.688 top5 1.562 | Epoch: [65][467/553] Time 2.442 Data 0.001 Err 0.2889 top1 7.812 top5 3.125 | Epoch: [65][468/553] Time 2.467 Data 0.001 Err 0.1685 top1 3.125 top5 1.562 | Epoch: [65][469/553] Time 2.452 Data 0.001 Err 0.3113 top1 7.812 top5 2.344 | Epoch: [65][470/553] Time 2.474 Data 0.001 Err 0.3222 top1 9.375 top5 3.125 | Epoch: [65][471/553] Time 2.440 Data 0.001 Err 0.3373 top1 8.594 top5 3.125 | Epoch: [65][472/553] Time 2.489 Data 0.001 Err 0.2211 top1 6.250 top5 1.562 | Epoch: [65][473/553] Time 2.440 Data 0.001 Err 0.2984 top1 7.812 top5 1.562 | Epoch: [65][474/553] Time 2.477 Data 0.001 Err 0.2056 top1 4.688 top5 3.125 | Epoch: [65][475/553] Time 2.432 Data 0.001 Err 0.2973 top1 6.250 top5 2.344 | Epoch: [65][476/553] Time 2.436 Data 0.001 Err 0.3268 top1 7.812 top5 3.125 | Epoch: [65][477/553] Time 2.480 Data 0.001 Err 0.1922 top1 3.906 top5 1.562 | Epoch: [65][478/553] Time 2.439 Data 0.001 Err 0.3000 top1 9.375 top5 3.125 | Epoch: [65][479/553] Time 2.446 Data 0.001 Err 0.1741 top1 4.688 top5 0.781 | Epoch: [65][480/553] Time 2.437 Data 0.001 Err 0.1900 top1 7.031 top5 0.000 | Epoch: [65][481/553] Time 2.438 Data 0.000 Err 0.1947 top1 4.688 top5 1.562 | Epoch: [65][482/553] Time 2.435 Data 0.000 Err 0.1973 top1 6.250 top5 0.000 | Epoch: [65][483/553] Time 2.439 Data 0.001 Err 0.1286 top1 3.906 top5 0.781 | Epoch: [65][484/553] Time 2.440 Data 0.001 Err 0.2524 top1 7.812 top5 2.344 | Epoch: [65][485/553] Time 2.448 Data 0.001 Err 0.2508 top1 6.250 top5 0.781 | Epoch: [65][486/553] Time 2.452 Data 0.001 Err 0.2010 top1 3.125 top5 2.344 | Epoch: [65][487/553] Time 2.435 Data 0.001 Err 0.2031 top1 3.906 top5 2.344 | Epoch: [65][488/553] Time 2.437 Data 0.001 Err 0.3191 top1 8.594 top5 3.125 | Epoch: [65][489/553] Time 2.444 Data 0.001 Err 0.4362 top1 10.156 top5 3.906 | Epoch: [65][490/553] Time 2.442 Data 0.001 Err 0.2014 top1 5.469 top5 1.562 | Epoch: [65][491/553] Time 2.436 Data 0.001 Err 0.2784 top1 7.031 top5 0.781 | Epoch: [65][492/553] Time 2.470 Data 0.001 Err 0.3312 top1 8.594 top5 1.562 | Epoch: [65][493/553] Time 2.442 Data 0.000 Err 0.1867 top1 3.906 top5 0.000 | Epoch: [65][494/553] Time 2.454 Data 0.001 Err 0.3329 top1 8.594 top5 2.344 | Epoch: [65][495/553] Time 2.493 Data 0.001 Err 0.1984 top1 6.250 top5 1.562 | Epoch: [65][496/553] Time 2.445 Data 0.001 Err 0.1992 top1 5.469 top5 0.781 | Epoch: [65][497/553] Time 2.451 Data 0.001 Err 0.1338 top1 3.906 top5 0.781 | Epoch: [65][498/553] Time 2.443 Data 0.001 Err 0.2003 top1 4.688 top5 0.781 | Epoch: [65][499/553] Time 2.471 Data 0.001 Err 0.2564 top1 8.594 top5 1.562 | Epoch: [65][500/553] Time 2.466 Data 0.001 Err 0.2709 top1 7.031 top5 1.562 | Epoch: [65][501/553] Time 2.436 Data 0.000 Err 0.2398 top1 4.688 top5 1.562 | Epoch: [65][502/553] Time 2.459 Data 0.000 Err 0.2291 top1 4.688 top5 2.344 | Epoch: [65][503/553] Time 2.432 Data 0.001 Err 0.1888 top1 6.250 top5 0.781 | Epoch: [65][504/553] Time 2.438 Data 0.001 Err 0.3774 top1 7.031 top5 3.125 | Epoch: [65][505/553] Time 2.509 Data 0.001 Err 0.3018 top1 7.812 top5 0.781 | Epoch: [65][506/553] Time 2.479 Data 0.001 Err 0.1782 top1 5.469 top5 0.000 | Epoch: [65][507/553] Time 2.461 Data 0.001 Err 0.1622 top1 4.688 top5 0.781 | Epoch: [65][508/553] Time 2.439 Data 0.001 Err 0.3400 top1 8.594 top5 2.344 | Epoch: [65][509/553] Time 2.446 Data 0.001 Err 0.1428 top1 3.906 top5 0.000 | Epoch: [65][510/553] Time 2.464 Data 0.001 Err 0.2739 top1 7.031 top5 3.906 | Epoch: [65][511/553] Time 2.431 Data 0.001 Err 0.3102 top1 6.250 top5 3.125 | Epoch: [65][512/553] Time 2.434 Data 0.001 Err 0.2560 top1 7.031 top5 1.562 | Epoch: [65][513/553] Time 2.440 Data 0.001 Err 0.2299 top1 6.250 top5 0.781 | Epoch: [65][514/553] Time 2.519 Data 0.001 Err 0.2431 top1 7.031 top5 2.344 | Epoch: [65][515/553] Time 2.455 Data 0.001 Err 0.2777 top1 5.469 top5 2.344 | Epoch: [65][516/553] Time 2.442 Data 0.001 Err 0.3144 top1 9.375 top5 3.125 | Epoch: [65][517/553] Time 2.467 Data 0.001 Err 0.1673 top1 5.469 top5 0.781 | Epoch: [65][518/553] Time 2.440 Data 0.001 Err 0.3242 top1 8.594 top5 0.781 | Epoch: [65][519/553] Time 2.440 Data 0.001 Err 0.1693 top1 5.469 top5 0.000 | Epoch: [65][520/553] Time 2.442 Data 0.001 Err 0.2652 top1 8.594 top5 1.562 | Epoch: [65][521/553] Time 2.466 Data 0.001 Err 0.2372 top1 7.812 top5 1.562 | Epoch: [65][522/553] Time 2.442 Data 0.001 Err 0.2107 top1 7.031 top5 0.781 | Epoch: [65][523/553] Time 2.456 Data 0.001 Err 0.2718 top1 8.594 top5 1.562 | Epoch: [65][524/553] Time 2.475 Data 0.001 Err 0.2495 top1 7.812 top5 2.344 | Epoch: [65][525/553] Time 2.437 Data 0.001 Err 0.2882 top1 9.375 top5 2.344 | Epoch: [65][526/553] Time 2.449 Data 0.001 Err 0.3546 top1 7.031 top5 2.344 | Epoch: [65][527/553] Time 2.436 Data 0.001 Err 0.2667 top1 7.031 top5 1.562 | Epoch: [65][528/553] Time 2.460 Data 0.001 Err 0.3281 top1 7.812 top5 2.344 | Epoch: [65][529/553] Time 2.448 Data 0.001 Err 0.2739 top1 8.594 top5 1.562 | Epoch: [65][530/553] Time 2.477 Data 0.001 Err 0.3373 top1 7.031 top5 3.906 | Epoch: [65][531/553] Time 2.470 Data 0.001 Err 0.2994 top1 6.250 top5 4.688 | Epoch: [65][532/553] Time 2.478 Data 0.001 Err 0.2661 top1 8.594 top5 1.562 | Epoch: [65][533/553] Time 2.437 Data 0.001 Err 0.1033 top1 1.562 top5 0.000 | Epoch: [65][534/553] Time 2.448 Data 0.001 Err 0.2721 top1 7.031 top5 3.125 | Epoch: [65][535/553] Time 2.444 Data 0.001 Err 0.3113 top1 9.375 top5 3.906 | Epoch: [65][536/553] Time 2.472 Data 0.001 Err 0.3174 top1 8.594 top5 3.125 | Epoch: [65][537/553] Time 2.483 Data 0.001 Err 0.2320 top1 4.688 top5 3.125 | Epoch: [65][538/553] Time 2.448 Data 0.001 Err 0.1305 top1 5.469 top5 0.000 | Epoch: [65][539/553] Time 2.468 Data 0.001 Err 0.2946 top1 9.375 top5 0.000 | Epoch: [65][540/553] Time 2.506 Data 0.001 Err 0.2822 top1 7.031 top5 3.125 | Epoch: [65][541/553] Time 2.511 Data 0.000 Err 0.3436 top1 10.156 top5 3.125 | Epoch: [65][542/553] Time 2.504 Data 0.001 Err 0.3887 top1 9.375 top5 3.125 | Epoch: [65][543/553] Time 2.444 Data 0.000 Err 0.2877 top1 5.469 top5 2.344 | Epoch: [65][544/553] Time 2.436 Data 0.000 Err 0.2346 top1 4.688 top5 2.344 | Epoch: [65][545/553] Time 2.470 Data 0.000 Err 0.1907 top1 3.125 top5 1.562 | Epoch: [65][546/553] Time 2.439 Data 0.000 Err 0.1496 top1 3.906 top5 1.562 | Epoch: [65][547/553] Time 2.476 Data 0.000 Err 0.1793 top1 4.688 top5 0.000 | Epoch: [65][548/553] Time 2.438 Data 0.000 Err 0.1612 top1 4.688 top5 0.781 | Epoch: [65][549/553] Time 2.438 Data 0.000 Err 0.2946 top1 7.031 top5 3.125 | Epoch: [65][550/553] Time 2.450 Data 0.001 Err 0.1785 top1 4.688 top5 1.562 | Epoch: [65][551/553] Time 2.437 Data 0.000 Err 0.2064 top1 3.906 top5 1.562 | Epoch: [65][552/553] Time 2.442 Data 0.000 Err 0.2292 top1 7.031 top5 1.562 | Epoch: [65][553/553] Time 1.025 Data 0.000 Err 0.3670 top1 9.091 top5 0.000 | Test: [65][1/198] Time 2.238 Data 1.518 top1 8.594 ( 8.594) top5 3.906 ( 3.906) | Test: [65][2/198] Time 0.720 Data 0.001 top1 14.062 ( 11.328) top5 2.344 ( 3.125) | Test: [65][3/198] Time 0.718 Data 0.000 top1 14.062 ( 12.240) top5 0.781 ( 2.344) | Test: [65][4/198] Time 0.727 Data 0.001 top1 11.719 ( 12.109) top5 3.125 ( 2.539) | Test: [65][5/198] Time 0.719 Data 0.001 top1 14.844 ( 12.656) top5 1.562 ( 2.344) | Test: [65][6/198] Time 0.722 Data 0.001 top1 7.812 ( 11.849) top5 1.562 ( 2.214) | Test: [65][7/198] Time 0.714 Data 0.001 top1 13.281 ( 12.054) top5 3.125 ( 2.344) | Test: [65][8/198] Time 0.716 Data 0.001 top1 10.938 ( 11.914) top5 0.781 ( 2.148) | Test: [65][9/198] Time 0.714 Data 0.001 top1 16.406 ( 12.413) top5 5.469 ( 2.517) | Test: [65][10/198] Time 0.713 Data 0.001 top1 13.281 ( 12.500) top5 0.781 ( 2.344) | Test: [65][11/198] Time 0.723 Data 0.001 top1 9.375 ( 12.216) top5 3.125 ( 2.415) | Test: [65][12/198] Time 0.716 Data 0.001 top1 11.719 ( 12.174) top5 1.562 ( 2.344) | Test: [65][13/198] Time 0.718 Data 0.001 top1 14.062 ( 12.320) top5 1.562 ( 2.284) | Test: [65][14/198] Time 0.718 Data 0.001 top1 9.375 ( 12.109) top5 2.344 ( 2.288) | Test: [65][15/198] Time 0.721 Data 0.001 top1 17.188 ( 12.448) top5 3.125 ( 2.344) | Test: [65][16/198] Time 0.720 Data 0.001 top1 11.719 ( 12.402) top5 2.344 ( 2.344) | Test: [65][17/198] Time 0.738 Data 0.001 top1 10.156 ( 12.270) top5 2.344 ( 2.344) | Test: [65][18/198] Time 0.733 Data 0.001 top1 10.156 ( 12.153) top5 1.562 ( 2.300) | Test: [65][19/198] Time 0.717 Data 0.001 top1 10.156 ( 12.048) top5 0.781 ( 2.220) | Test: [65][20/198] Time 0.717 Data 0.001 top1 9.375 ( 11.914) top5 2.344 ( 2.227) | Test: [65][21/198] Time 0.723 Data 0.001 top1 18.750 ( 12.240) top5 1.562 ( 2.195) | Test: [65][22/198] Time 0.720 Data 0.000 top1 8.594 ( 12.074) top5 0.781 ( 2.131) | Test: [65][23/198] Time 0.718 Data 0.001 top1 8.594 ( 11.923) top5 0.781 ( 2.072) | Test: [65][24/198] Time 0.720 Data 0.001 top1 11.719 ( 11.914) top5 2.344 ( 2.083) | Test: [65][25/198] Time 0.715 Data 0.001 top1 11.719 ( 11.906) top5 2.344 ( 2.094) | Test: [65][26/198] Time 0.720 Data 0.001 top1 14.844 ( 12.019) top5 3.125 ( 2.133) | Test: [65][27/198] Time 0.715 Data 0.001 top1 15.625 ( 12.153) top5 4.688 ( 2.228) | Test: [65][28/198] Time 0.723 Data 0.001 top1 10.938 ( 12.109) top5 3.125 ( 2.260) | Test: [65][29/198] Time 0.740 Data 0.001 top1 8.594 ( 11.988) top5 1.562 ( 2.236) | Test: [65][30/198] Time 0.729 Data 0.001 top1 8.594 ( 11.875) top5 3.125 ( 2.266) | Test: [65][31/198] Time 0.722 Data 0.001 top1 12.500 ( 11.895) top5 3.125 ( 2.293) | Test: [65][32/198] Time 0.717 Data 0.001 top1 15.625 ( 12.012) top5 2.344 ( 2.295) | Test: [65][33/198] Time 0.722 Data 0.001 top1 7.812 ( 11.884) top5 1.562 ( 2.273) | Test: [65][34/198] Time 0.716 Data 0.000 top1 12.500 ( 11.903) top5 2.344 ( 2.275) | Test: [65][35/198] Time 0.719 Data 0.001 top1 10.938 ( 11.875) top5 0.781 ( 2.232) | Test: [65][36/198] Time 0.730 Data 0.001 top1 10.156 ( 11.827) top5 0.781 ( 2.192) | Test: [65][37/198] Time 0.720 Data 0.001 top1 14.844 ( 11.909) top5 1.562 ( 2.175) | Test: [65][38/198] Time 0.719 Data 0.001 top1 11.719 ( 11.904) top5 3.125 ( 2.200) | Test: [65][39/198] Time 0.727 Data 0.001 top1 6.250 ( 11.759) top5 0.000 ( 2.143) | Test: [65][40/198] Time 0.737 Data 0.001 top1 10.938 ( 11.738) top5 1.562 ( 2.129) | Test: [65][41/198] Time 0.734 Data 0.001 top1 8.594 ( 11.662) top5 0.781 ( 2.096) | Test: [65][42/198] Time 0.726 Data 0.001 top1 10.938 ( 11.644) top5 3.906 ( 2.139) | Test: [65][43/198] Time 0.723 Data 0.001 top1 13.281 ( 11.682) top5 1.562 ( 2.126) | Test: [65][44/198] Time 0.724 Data 0.001 top1 12.500 ( 11.701) top5 1.562 ( 2.113) | Test: [65][45/198] Time 0.730 Data 0.002 top1 13.281 ( 11.736) top5 0.781 ( 2.083) | Test: [65][46/198] Time 0.730 Data 0.001 top1 11.719 ( 11.736) top5 1.562 ( 2.072) | Test: [65][47/198] Time 0.740 Data 0.001 top1 13.281 ( 11.769) top5 6.250 ( 2.161) | Test: [65][48/198] Time 0.726 Data 0.001 top1 5.469 ( 11.637) top5 0.781 ( 2.132) | Test: [65][49/198] Time 0.736 Data 0.001 top1 11.719 ( 11.639) top5 0.000 ( 2.089) | Test: [65][50/198] Time 0.731 Data 0.001 top1 10.156 ( 11.609) top5 1.562 ( 2.078) | Test: [65][51/198] Time 0.736 Data 0.001 top1 10.938 ( 11.596) top5 2.344 ( 2.083) | Test: [65][52/198] Time 0.718 Data 0.001 top1 14.062 ( 11.644) top5 2.344 ( 2.088) | Test: [65][53/198] Time 0.718 Data 0.001 top1 12.500 ( 11.660) top5 3.125 ( 2.108) | Test: [65][54/198] Time 0.719 Data 0.001 top1 11.719 ( 11.661) top5 1.562 ( 2.098) | Test: [65][55/198] Time 0.716 Data 0.001 top1 17.188 ( 11.761) top5 6.250 ( 2.173) | Test: [65][56/198] Time 0.718 Data 0.001 top1 7.031 ( 11.677) top5 0.000 ( 2.134) | Test: [65][57/198] Time 0.718 Data 0.001 top1 18.750 ( 11.801) top5 3.125 ( 2.152) | Test: [65][58/198] Time 0.723 Data 0.001 top1 14.062 ( 11.840) top5 3.906 ( 2.182) | Test: [65][59/198] Time 0.730 Data 0.000 top1 12.500 ( 11.851) top5 4.688 ( 2.225) | Test: [65][60/198] Time 0.737 Data 0.000 top1 10.156 ( 11.823) top5 3.125 ( 2.240) | Test: [65][61/198] Time 0.721 Data 0.001 top1 13.281 ( 11.847) top5 3.906 ( 2.267) | Test: [65][62/198] Time 0.725 Data 0.001 top1 11.719 ( 11.845) top5 2.344 ( 2.268) | Test: [65][63/198] Time 0.728 Data 0.001 top1 17.969 ( 11.942) top5 4.688 ( 2.307) | Test: [65][64/198] Time 0.724 Data 0.001 top1 16.406 ( 12.012) top5 3.906 ( 2.332) | Test: [65][65/198] Time 0.716 Data 0.001 top1 14.062 ( 12.043) top5 2.344 ( 2.332) | Test: [65][66/198] Time 0.717 Data 0.001 top1 9.375 ( 12.003) top5 0.781 ( 2.308) | Test: [65][67/198] Time 0.731 Data 0.001 top1 14.844 ( 12.045) top5 3.906 ( 2.332) | Test: [65][68/198] Time 0.718 Data 0.001 top1 10.938 ( 12.029) top5 3.125 ( 2.344) | Test: [65][69/198] Time 0.731 Data 0.001 top1 13.281 ( 12.047) top5 3.125 ( 2.355) | Test: [65][70/198] Time 0.738 Data 0.001 top1 9.375 ( 12.009) top5 1.562 ( 2.344) | Test: [65][71/198] Time 0.716 Data 0.001 top1 11.719 ( 12.005) top5 1.562 ( 2.333) | Test: [65][72/198] Time 0.717 Data 0.001 top1 14.062 ( 12.033) top5 2.344 ( 2.333) | Test: [65][73/198] Time 0.724 Data 0.001 top1 10.938 ( 12.018) top5 3.906 ( 2.354) | Test: [65][74/198] Time 0.716 Data 0.001 top1 12.500 ( 12.025) top5 3.906 ( 2.375) | Test: [65][75/198] Time 0.719 Data 0.001 top1 10.938 ( 12.010) top5 4.688 ( 2.406) | Test: [65][76/198] Time 0.726 Data 0.000 top1 14.844 ( 12.048) top5 3.906 ( 2.426) | Test: [65][77/198] Time 0.740 Data 0.001 top1 7.812 ( 11.993) top5 0.781 ( 2.405) | Test: [65][78/198] Time 0.716 Data 0.001 top1 10.156 ( 11.969) top5 2.344 ( 2.404) | Test: [65][79/198] Time 0.725 Data 0.001 top1 13.281 ( 11.986) top5 3.125 ( 2.413) | Test: [65][80/198] Time 0.733 Data 0.001 top1 13.281 ( 12.002) top5 0.781 ( 2.393) | Test: [65][81/198] Time 0.740 Data 0.001 top1 10.938 ( 11.989) top5 0.781 ( 2.373) | Test: [65][82/198] Time 0.736 Data 0.001 top1 10.938 ( 11.976) top5 1.562 ( 2.363) | Test: [65][83/198] Time 0.735 Data 0.001 top1 19.531 ( 12.067) top5 3.906 ( 2.381) | Test: [65][84/198] Time 0.723 Data 0.001 top1 13.281 ( 12.081) top5 5.469 ( 2.418) | Test: [65][85/198] Time 0.722 Data 0.001 top1 15.625 ( 12.123) top5 3.125 ( 2.426) | Test: [65][86/198] Time 0.717 Data 0.001 top1 17.188 ( 12.182) top5 3.906 ( 2.444) | Test: [65][87/198] Time 0.720 Data 0.001 top1 12.500 ( 12.186) top5 4.688 ( 2.469) | Test: [65][88/198] Time 0.729 Data 0.000 top1 10.156 ( 12.163) top5 0.000 ( 2.441) | Test: [65][89/198] Time 0.730 Data 0.001 top1 13.281 ( 12.175) top5 6.250 ( 2.484) | Test: [65][90/198] Time 0.729 Data 0.001 top1 14.062 ( 12.196) top5 1.562 ( 2.474) | Test: [65][91/198] Time 0.740 Data 0.000 top1 14.062 ( 12.217) top5 0.781 ( 2.455) | Test: [65][92/198] Time 0.730 Data 0.001 top1 11.719 ( 12.211) top5 3.125 ( 2.463) | Test: [65][93/198] Time 0.732 Data 0.001 top1 8.594 ( 12.172) top5 2.344 ( 2.461) | Test: [65][94/198] Time 0.718 Data 0.001 top1 11.719 ( 12.168) top5 4.688 ( 2.485) | Test: [65][95/198] Time 0.716 Data 0.001 top1 12.500 ( 12.171) top5 1.562 ( 2.475) | Test: [65][96/198] Time 0.715 Data 0.001 top1 15.625 ( 12.207) top5 1.562 ( 2.466) | Test: [65][97/198] Time 0.714 Data 0.001 top1 13.281 ( 12.218) top5 2.344 ( 2.465) | Test: [65][98/198] Time 0.723 Data 0.001 top1 16.406 ( 12.261) top5 4.688 ( 2.487) | Test: [65][99/198] Time 0.721 Data 0.001 top1 13.281 ( 12.271) top5 2.344 ( 2.486) | Test: [65][100/198] Time 0.728 Data 0.001 top1 14.062 ( 12.289) top5 4.688 ( 2.508) | Test: [65][101/198] Time 0.716 Data 0.001 top1 7.812 ( 12.245) top5 3.906 ( 2.522) | Test: [65][102/198] Time 0.723 Data 0.001 top1 10.938 ( 12.232) top5 0.781 ( 2.505) | Test: [65][103/198] Time 0.721 Data 0.000 top1 16.406 ( 12.272) top5 5.469 ( 2.533) | Test: [65][104/198] Time 0.719 Data 0.001 top1 21.094 ( 12.357) top5 3.125 ( 2.539) | Test: [65][105/198] Time 0.734 Data 0.001 top1 8.594 ( 12.321) top5 3.125 ( 2.545) | Test: [65][106/198] Time 0.742 Data 0.001 top1 17.188 ( 12.367) top5 7.031 ( 2.587) | Test: [65][107/198] Time 0.749 Data 0.001 top1 10.938 ( 12.354) top5 2.344 ( 2.585) | Test: [65][108/198] Time 0.747 Data 0.002 top1 14.844 ( 12.377) top5 3.125 ( 2.590) | Test: [65][109/198] Time 0.738 Data 0.002 top1 14.062 ( 12.392) top5 2.344 ( 2.587) | Test: [65][110/198] Time 0.718 Data 0.001 top1 10.156 ( 12.372) top5 4.688 ( 2.607) | Test: [65][111/198] Time 0.744 Data 0.002 top1 10.156 ( 12.352) top5 1.562 ( 2.597) | Test: [65][112/198] Time 0.731 Data 0.000 top1 11.719 ( 12.347) top5 1.562 ( 2.588) | Test: [65][113/198] Time 0.727 Data 0.001 top1 12.500 ( 12.348) top5 3.125 ( 2.593) | Test: [65][114/198] Time 0.725 Data 0.001 top1 15.625 ( 12.377) top5 3.125 ( 2.597) | Test: [65][115/198] Time 0.722 Data 0.001 top1 12.500 ( 12.378) top5 3.125 ( 2.602) | Test: [65][116/198] Time 0.719 Data 0.000 top1 13.281 ( 12.386) top5 3.125 ( 2.606) | Test: [65][117/198] Time 0.717 Data 0.001 top1 11.719 ( 12.380) top5 2.344 ( 2.604) | Test: [65][118/198] Time 0.719 Data 0.001 top1 12.500 ( 12.381) top5 3.906 ( 2.615) | Test: [65][119/198] Time 0.720 Data 0.000 top1 7.031 ( 12.336) top5 0.781 ( 2.600) | Test: [65][120/198] Time 0.715 Data 0.000 top1 8.594 ( 12.305) top5 0.781 ( 2.585) | Test: [65][121/198] Time 0.722 Data 0.001 top1 12.500 ( 12.306) top5 2.344 ( 2.583) | Test: [65][122/198] Time 0.713 Data 0.001 top1 12.500 ( 12.308) top5 3.125 ( 2.587) | Test: [65][123/198] Time 0.715 Data 0.001 top1 14.844 ( 12.329) top5 3.906 ( 2.598) | Test: [65][124/198] Time 0.718 Data 0.001 top1 11.719 ( 12.324) top5 1.562 ( 2.589) | Test: [65][125/198] Time 0.716 Data 0.001 top1 15.625 ( 12.350) top5 2.344 ( 2.587) | Test: [65][126/198] Time 0.720 Data 0.001 top1 8.594 ( 12.320) top5 2.344 ( 2.586) | Test: [65][127/198] Time 0.718 Data 0.001 top1 12.500 ( 12.322) top5 1.562 ( 2.578) | Test: [65][128/198] Time 0.725 Data 0.001 top1 14.844 ( 12.341) top5 0.781 ( 2.563) | Test: [65][129/198] Time 0.716 Data 0.001 top1 14.062 ( 12.355) top5 1.562 ( 2.556) | Test: [65][130/198] Time 0.727 Data 0.001 top1 10.938 ( 12.344) top5 1.562 ( 2.548) | Test: [65][131/198] Time 0.722 Data 0.001 top1 14.844 ( 12.363) top5 7.031 ( 2.582) | Test: [65][132/198] Time 0.717 Data 0.001 top1 13.281 ( 12.370) top5 2.344 ( 2.580) | Test: [65][133/198] Time 0.721 Data 0.001 top1 13.281 ( 12.377) top5 2.344 ( 2.579) | Test: [65][134/198] Time 0.715 Data 0.001 top1 9.375 ( 12.354) top5 3.906 ( 2.589) | Test: [65][135/198] Time 0.721 Data 0.000 top1 11.719 ( 12.350) top5 0.781 ( 2.575) | Test: [65][136/198] Time 0.719 Data 0.001 top1 9.375 ( 12.328) top5 2.344 ( 2.574) | Test: [65][137/198] Time 0.729 Data 0.001 top1 16.406 ( 12.357) top5 3.906 ( 2.583) | Test: [65][138/198] Time 0.739 Data 0.001 top1 10.938 ( 12.347) top5 2.344 ( 2.582) | Test: [65][139/198] Time 0.716 Data 0.000 top1 15.625 ( 12.371) top5 2.344 ( 2.580) | Test: [65][140/198] Time 0.725 Data 0.000 top1 15.625 ( 12.394) top5 2.344 ( 2.578) | Test: [65][141/198] Time 0.719 Data 0.000 top1 10.938 ( 12.384) top5 3.125 ( 2.582) | Test: [65][142/198] Time 0.716 Data 0.000 top1 11.719 ( 12.379) top5 1.562 ( 2.575) | Test: [65][143/198] Time 0.719 Data 0.000 top1 9.375 ( 12.358) top5 1.562 ( 2.568) | Test: [65][144/198] Time 0.716 Data 0.000 top1 11.719 ( 12.354) top5 2.344 ( 2.566) | Test: [65][145/198] Time 0.718 Data 0.000 top1 9.375 ( 12.333) top5 3.125 ( 2.570) | Test: [65][146/198] Time 0.714 Data 0.000 top1 14.062 ( 12.345) top5 2.344 ( 2.568) | Test: [65][147/198] Time 0.727 Data 0.001 top1 10.938 ( 12.335) top5 2.344 ( 2.567) | Test: [65][148/198] Time 0.715 Data 0.001 top1 14.062 ( 12.347) top5 3.125 ( 2.571) | Test: [65][149/198] Time 0.718 Data 0.001 top1 14.062 ( 12.358) top5 3.906 ( 2.580) | Test: [65][150/198] Time 0.737 Data 0.001 top1 14.062 ( 12.370) top5 2.344 ( 2.578) | Test: [65][151/198] Time 0.728 Data 0.001 top1 12.500 ( 12.371) top5 2.344 ( 2.577) | Test: [65][152/198] Time 0.717 Data 0.001 top1 13.281 ( 12.377) top5 1.562 ( 2.570) | Test: [65][153/198] Time 0.712 Data 0.001 top1 10.938 ( 12.367) top5 2.344 ( 2.568) | Test: [65][154/198] Time 0.722 Data 0.001 top1 17.969 ( 12.404) top5 0.781 ( 2.557) | Test: [65][155/198] Time 0.717 Data 0.001 top1 13.281 ( 12.409) top5 0.781 ( 2.545) | Test: [65][156/198] Time 0.716 Data 0.001 top1 14.844 ( 12.425) top5 3.906 ( 2.554) | Test: [65][157/198] Time 0.724 Data 0.001 top1 7.031 ( 12.391) top5 3.125 ( 2.558) | Test: [65][158/198] Time 0.721 Data 0.001 top1 17.188 ( 12.421) top5 3.906 ( 2.566) | Test: [65][159/198] Time 0.718 Data 0.001 top1 13.281 ( 12.426) top5 1.562 ( 2.560) | Test: [65][160/198] Time 0.720 Data 0.001 top1 9.375 ( 12.407) top5 0.781 ( 2.549) | Test: [65][161/198] Time 0.717 Data 0.001 top1 10.938 ( 12.398) top5 1.562 ( 2.543) | Test: [65][162/198] Time 0.721 Data 0.001 top1 10.156 ( 12.384) top5 3.125 ( 2.546) | Test: [65][163/198] Time 0.727 Data 0.001 top1 12.500 ( 12.385) top5 1.562 ( 2.540) | Test: [65][164/198] Time 0.726 Data 0.001 top1 11.719 ( 12.381) top5 3.125 ( 2.544) | Test: [65][165/198] Time 0.719 Data 0.001 top1 10.938 ( 12.372) top5 2.344 ( 2.543) | Test: [65][166/198] Time 0.724 Data 0.002 top1 17.188 ( 12.401) top5 0.781 ( 2.532) | Test: [65][167/198] Time 0.721 Data 0.001 top1 11.719 ( 12.397) top5 0.781 ( 2.522) | Test: [65][168/198] Time 0.725 Data 0.001 top1 9.375 ( 12.379) top5 3.125 ( 2.525) | Test: [65][169/198] Time 0.734 Data 0.001 top1 19.531 ( 12.421) top5 3.906 ( 2.533) | Test: [65][170/198] Time 0.717 Data 0.001 top1 15.625 ( 12.440) top5 2.344 ( 2.532) | Test: [65][171/198] Time 0.723 Data 0.001 top1 9.375 ( 12.422) top5 0.781 ( 2.522) | Test: [65][172/198] Time 0.716 Data 0.001 top1 13.281 ( 12.427) top5 1.562 ( 2.516) | Test: [65][173/198] Time 0.720 Data 0.001 top1 7.031 ( 12.396) top5 0.781 ( 2.506) | Test: [65][174/198] Time 0.736 Data 0.001 top1 10.938 ( 12.388) top5 0.781 ( 2.496) | Test: [65][175/198] Time 0.734 Data 0.000 top1 7.812 ( 12.362) top5 2.344 ( 2.496) | Test: [65][176/198] Time 0.723 Data 0.001 top1 7.812 ( 12.336) top5 0.000 ( 2.481) | Test: [65][177/198] Time 0.718 Data 0.001 top1 10.156 ( 12.323) top5 1.562 ( 2.476) | Test: [65][178/198] Time 0.721 Data 0.001 top1 14.062 ( 12.333) top5 3.125 ( 2.480) | Test: [65][179/198] Time 0.714 Data 0.001 top1 8.594 ( 12.312) top5 3.906 ( 2.488) | Test: [65][180/198] Time 0.716 Data 0.001 top1 13.281 ( 12.318) top5 3.125 ( 2.491) | Test: [65][181/198] Time 0.727 Data 0.001 top1 13.281 ( 12.323) top5 1.562 ( 2.486) | Test: [65][182/198] Time 0.721 Data 0.001 top1 14.062 ( 12.333) top5 1.562 ( 2.481) | Test: [65][183/198] Time 0.722 Data 0.001 top1 14.062 ( 12.342) top5 3.125 ( 2.485) | Test: [65][184/198] Time 0.726 Data 0.001 top1 14.062 ( 12.351) top5 0.781 ( 2.475) | Test: [65][185/198] Time 0.729 Data 0.001 top1 11.719 ( 12.348) top5 2.344 ( 2.475) | Test: [65][186/198] Time 0.720 Data 0.001 top1 11.719 ( 12.345) top5 3.125 ( 2.478) | Test: [65][187/198] Time 0.720 Data 0.001 top1 11.719 ( 12.341) top5 1.562 ( 2.473) | Test: [65][188/198] Time 0.720 Data 0.001 top1 13.281 ( 12.346) top5 2.344 ( 2.473) | Test: [65][189/198] Time 0.730 Data 0.000 top1 13.281 ( 12.351) top5 2.344 ( 2.472) | Test: [65][190/198] Time 0.728 Data 0.001 top1 15.625 ( 12.368) top5 4.688 ( 2.484) | Test: [65][191/198] Time 0.735 Data 0.000 top1 12.500 ( 12.369) top5 2.344 ( 2.483) | Test: [65][192/198] Time 0.727 Data 0.000 top1 9.375 ( 12.354) top5 3.125 ( 2.486) | Test: [65][193/198] Time 0.717 Data 0.000 top1 8.594 ( 12.334) top5 2.344 ( 2.485) | Test: [65][194/198] Time 0.723 Data 0.000 top1 14.062 ( 12.343) top5 3.125 ( 2.489) | Test: [65][195/198] Time 0.720 Data 0.002 top1 11.719 ( 12.340) top5 0.781 ( 2.480) | Test: [65][196/198] Time 0.720 Data 0.001 top1 11.719 ( 12.337) top5 3.906 ( 2.487) | Test: [65][197/198] Time 0.261 Data 0.000 top1 11.765 ( 12.334) top5 2.941 ( 2.490) | Test: [65][198/198] Time 0.714 Data 0.000 top1 12.500 ( 12.335) top5 2.344 ( 2.489) * Finished epoch # 65 top1: 12.335 top5: 2.489 * Best model 12.334512403446 2.4888127599525 Epoch 66 => Training epoch # 66 | Epoch: [66][1/553] Time 6.919 Data 4.409 Err 0.2399 top1 8.594 top5 2.344 | Epoch: [66][2/553] Time 2.423 Data 0.001 Err 0.1832 top1 7.031 top5 0.781 | Epoch: [66][3/553] Time 2.429 Data 0.001 Err 0.2471 top1 7.031 top5 0.781 | Epoch: [66][4/553] Time 2.431 Data 0.000 Err 0.2725 top1 6.250 top5 3.125 | Epoch: [66][5/553] Time 16.041 Data 13.530 Err 0.3352 top1 7.812 top5 2.344 | Epoch: [66][6/553] Time 2.448 Data 0.001 Err 0.2288 top1 3.906 top5 3.125 | Epoch: [66][7/553] Time 3.191 Data 0.767 Err 0.3678 top1 7.812 top5 3.906 | Epoch: [66][8/553] Time 2.426 Data 0.001 Err 0.2869 top1 6.250 top5 2.344 | Epoch: [66][9/553] Time 2.427 Data 0.001 Err 0.2643 top1 6.250 top5 3.125 | Epoch: [66][10/553] Time 2.424 Data 0.000 Err 0.2503 top1 5.469 top5 2.344 | Epoch: [66][11/553] Time 2.428 Data 0.001 Err 0.1864 top1 4.688 top5 0.781 | Epoch: [66][12/553] Time 2.435 Data 0.001 Err 0.3212 top1 7.031 top5 3.906 | Epoch: [66][13/553] Time 2.425 Data 0.001 Err 0.1828 top1 6.250 top5 0.000 | Epoch: [66][14/553] Time 2.429 Data 0.001 Err 0.3061 top1 7.031 top5 3.906 | Epoch: [66][15/553] Time 2.430 Data 0.001 Err 0.2535 top1 7.031 top5 1.562 | Epoch: [66][16/553] Time 2.428 Data 0.001 Err 0.2283 top1 5.469 top5 1.562 | Epoch: [66][17/553] Time 2.430 Data 0.001 Err 0.2755 top1 7.812 top5 3.125 | Epoch: [66][18/553] Time 2.452 Data 0.001 Err 0.2621 top1 5.469 top5 1.562 | Epoch: [66][19/553] Time 2.462 Data 0.001 Err 0.2464 top1 7.031 top5 0.781 | Epoch: [66][20/553] Time 2.438 Data 0.001 Err 0.2185 top1 3.906 top5 2.344 | Epoch: [66][21/553] Time 2.438 Data 0.001 Err 0.3115 top1 9.375 top5 2.344 | Epoch: [66][22/553] Time 2.433 Data 0.001 Err 0.1678 top1 5.469 top5 0.781 | Epoch: [66][23/553] Time 2.506 Data 0.001 Err 0.2250 top1 7.812 top5 0.781 | Epoch: [66][24/553] Time 2.508 Data 0.001 Err 0.2552 top1 7.812 top5 0.781 | Epoch: [66][25/553] Time 2.436 Data 0.001 Err 0.2143 top1 6.250 top5 1.562 | Epoch: [66][26/553] Time 2.434 Data 0.001 Err 0.2227 top1 4.688 top5 1.562 | Epoch: [66][27/553] Time 2.457 Data 0.001 Err 0.3603 top1 8.594 top5 3.125 | Epoch: [66][28/553] Time 2.463 Data 0.001 Err 0.3889 top1 10.938 top5 4.688 | Epoch: [66][29/553] Time 2.438 Data 0.001 Err 0.1888 top1 5.469 top5 2.344 | Epoch: [66][30/553] Time 2.434 Data 0.001 Err 0.3159 top1 7.031 top5 2.344 | Epoch: [66][31/553] Time 2.440 Data 0.001 Err 0.3583 top1 9.375 top5 2.344 | Epoch: [66][32/553] Time 2.440 Data 0.001 Err 0.3182 top1 9.375 top5 2.344 | Epoch: [66][33/553] Time 2.455 Data 0.001 Err 0.2771 top1 9.375 top5 1.562 | Epoch: [66][34/553] Time 2.463 Data 0.001 Err 0.4389 top1 11.719 top5 3.906 | Epoch: [66][35/553] Time 2.446 Data 0.001 Err 0.3093 top1 6.250 top5 3.125 | Epoch: [66][36/553] Time 2.461 Data 0.001 Err 0.2591 top1 8.594 top5 0.781 | Epoch: [66][37/553] Time 2.437 Data 0.001 Err 0.2105 top1 5.469 top5 2.344 | Epoch: [66][38/553] Time 2.501 Data 0.000 Err 0.2394 top1 4.688 top5 0.781 | Epoch: [66][39/553] Time 2.463 Data 0.001 Err 0.2971 top1 10.156 top5 3.906 | Epoch: [66][40/553] Time 2.506 Data 0.001 Err 0.2341 top1 6.250 top5 1.562 | Epoch: [66][41/553] Time 2.458 Data 0.001 Err 0.1794 top1 5.469 top5 0.781 | Epoch: [66][42/553] Time 2.436 Data 0.001 Err 0.2188 top1 7.812 top5 0.781 | Epoch: [66][43/553] Time 2.476 Data 0.001 Err 0.2001 top1 6.250 top5 0.000 | Epoch: [66][44/553] Time 2.433 Data 0.000 Err 0.2934 top1 7.031 top5 3.125 | Epoch: [66][45/553] Time 2.439 Data 0.001 Err 0.2494 top1 5.469 top5 2.344 | Epoch: [66][46/553] Time 2.432 Data 0.001 Err 0.1579 top1 3.906 top5 0.781 | Epoch: [66][47/553] Time 2.488 Data 0.001 Err 0.2373 top1 5.469 top5 1.562 | Epoch: [66][48/553] Time 2.446 Data 0.001 Err 0.1959 top1 5.469 top5 1.562 | Epoch: [66][49/553] Time 2.440 Data 0.001 Err 0.1099 top1 2.344 top5 0.781 | Epoch: [66][50/553] Time 2.433 Data 0.001 Err 0.1782 top1 3.906 top5 0.781 | Epoch: [66][51/553] Time 2.469 Data 0.001 Err 0.2881 top1 8.594 top5 3.906 | Epoch: [66][52/553] Time 2.445 Data 0.001 Err 0.2890 top1 8.594 top5 2.344 | Epoch: [66][53/553] Time 2.445 Data 0.000 Err 0.2726 top1 5.469 top5 0.781 | Epoch: [66][54/553] Time 2.446 Data 0.001 Err 0.1911 top1 6.250 top5 0.781 | Epoch: [66][55/553] Time 2.501 Data 0.001 Err 0.1747 top1 5.469 top5 0.781 | Epoch: [66][56/553] Time 2.436 Data 0.001 Err 0.1590 top1 3.906 top5 0.000 | Epoch: [66][57/553] Time 2.450 Data 0.001 Err 0.2034 top1 6.250 top5 0.000 | Epoch: [66][58/553] Time 2.437 Data 0.001 Err 0.2810 top1 9.375 top5 2.344 | Epoch: [66][59/553] Time 2.474 Data 0.001 Err 0.1779 top1 2.344 top5 0.781 | Epoch: [66][60/553] Time 2.444 Data 0.001 Err 0.3533 top1 8.594 top5 2.344 | Epoch: [66][61/553] Time 2.445 Data 0.001 Err 0.2660 top1 7.031 top5 2.344 | Epoch: [66][62/553] Time 2.436 Data 0.001 Err 0.1909 top1 4.688 top5 0.781 | Epoch: [66][63/553] Time 2.436 Data 0.001 Err 0.3267 top1 8.594 top5 3.906 | Epoch: [66][64/553] Time 2.471 Data 0.001 Err 0.2637 top1 8.594 top5 2.344 | Epoch: [66][65/553] Time 2.471 Data 0.001 Err 0.3169 top1 7.812 top5 3.125 | Epoch: [66][66/553] Time 2.440 Data 0.001 Err 0.2219 top1 7.812 top5 0.000 | Epoch: [66][67/553] Time 2.450 Data 0.001 Err 0.2109 top1 5.469 top5 3.125 | Epoch: [66][68/553] Time 2.488 Data 0.001 Err 0.2395 top1 5.469 top5 0.781 | Epoch: [66][69/553] Time 2.434 Data 0.001 Err 0.1741 top1 3.906 top5 0.781 | Epoch: [66][70/553] Time 2.437 Data 0.001 Err 0.2749 top1 6.250 top5 2.344 | Epoch: [66][71/553] Time 2.466 Data 0.001 Err 0.2232 top1 6.250 top5 1.562 | Epoch: [66][72/553] Time 2.466 Data 0.001 Err 0.2869 top1 7.812 top5 1.562 | Epoch: [66][73/553] Time 2.452 Data 0.001 Err 0.2320 top1 5.469 top5 1.562 | Epoch: [66][74/553] Time 2.441 Data 0.001 Err 0.3908 top1 10.156 top5 3.906 | Epoch: [66][75/553] Time 2.438 Data 0.001 Err 0.2672 top1 7.812 top5 1.562 | Epoch: [66][76/553] Time 2.434 Data 0.001 Err 0.2463 top1 4.688 top5 1.562 | Epoch: [66][77/553] Time 2.443 Data 0.001 Err 0.3558 top1 9.375 top5 2.344 | Epoch: [66][78/553] Time 2.438 Data 0.001 Err 0.3706 top1 7.812 top5 3.906 | Epoch: [66][79/553] Time 2.438 Data 0.001 Err 0.2180 top1 5.469 top5 2.344 | Epoch: [66][80/553] Time 2.471 Data 0.001 Err 0.2923 top1 7.812 top5 2.344 | Epoch: [66][81/553] Time 2.468 Data 0.001 Err 0.3114 top1 8.594 top5 3.906 | Epoch: [66][82/553] Time 2.448 Data 0.001 Err 0.3578 top1 8.594 top5 4.688 | Epoch: [66][83/553] Time 2.495 Data 0.001 Err 0.3046 top1 8.594 top5 3.125 | Epoch: [66][84/553] Time 2.479 Data 0.001 Err 0.2228 top1 7.031 top5 1.562 | Epoch: [66][85/553] Time 2.482 Data 0.001 Err 0.2322 top1 8.594 top5 0.781 | Epoch: [66][86/553] Time 2.442 Data 0.001 Err 0.2288 top1 6.250 top5 0.781 | Epoch: [66][87/553] Time 2.470 Data 0.001 Err 0.1229 top1 3.125 top5 0.000 | Epoch: [66][88/553] Time 2.439 Data 0.001 Err 0.2304 top1 7.031 top5 2.344 | Epoch: [66][89/553] Time 2.501 Data 0.001 Err 0.3086 top1 11.719 top5 2.344 | Epoch: [66][90/553] Time 2.470 Data 0.001 Err 0.2817 top1 7.812 top5 3.125 | Epoch: [66][91/553] Time 2.479 Data 0.001 Err 0.2055 top1 5.469 top5 0.000 | Epoch: [66][92/553] Time 2.505 Data 0.001 Err 0.1938 top1 4.688 top5 0.000 | Epoch: [66][93/553] Time 2.480 Data 0.001 Err 0.2776 top1 7.812 top5 2.344 | Epoch: [66][94/553] Time 2.468 Data 0.001 Err 0.2605 top1 8.594 top5 1.562 | Epoch: [66][95/553] Time 2.520 Data 0.001 Err 0.4308 top1 10.156 top5 5.469 | Epoch: [66][96/553] Time 2.461 Data 0.001 Err 0.1936 top1 4.688 top5 2.344 | Epoch: [66][97/553] Time 2.436 Data 0.001 Err 0.1799 top1 5.469 top5 0.781 | Epoch: [66][98/553] Time 2.449 Data 0.001 Err 0.2051 top1 4.688 top5 2.344 | Epoch: [66][99/553] Time 2.473 Data 0.001 Err 0.2859 top1 7.031 top5 2.344 | Epoch: [66][100/553] Time 2.494 Data 0.001 Err 0.2771 top1 7.812 top5 2.344 | Epoch: [66][101/553] Time 2.446 Data 0.001 Err 0.2623 top1 7.031 top5 3.125 | Epoch: [66][102/553] Time 2.489 Data 0.001 Err 0.1134 top1 2.344 top5 0.781 | Epoch: [66][103/553] Time 2.504 Data 0.001 Err 0.2751 top1 3.906 top5 2.344 | Epoch: [66][104/553] Time 2.436 Data 0.000 Err 0.1149 top1 3.125 top5 0.000 | Epoch: [66][105/553] Time 2.446 Data 0.001 Err 0.2798 top1 8.594 top5 3.125 | Epoch: [66][106/553] Time 2.448 Data 0.001 Err 0.1562 top1 4.688 top5 0.000 | Epoch: [66][107/553] Time 2.472 Data 0.001 Err 0.1272 top1 3.125 top5 1.562 | Epoch: [66][108/553] Time 2.477 Data 0.001 Err 0.2181 top1 6.250 top5 0.781 | Epoch: [66][109/553] Time 2.457 Data 0.001 Err 0.3206 top1 9.375 top5 2.344 | Epoch: [66][110/553] Time 2.475 Data 0.001 Err 0.4581 top1 8.594 top5 5.469 | Epoch: [66][111/553] Time 2.507 Data 0.001 Err 0.1960 top1 5.469 top5 0.781 | Epoch: [66][112/553] Time 2.438 Data 0.000 Err 0.2451 top1 6.250 top5 1.562 | Epoch: [66][113/553] Time 2.452 Data 0.001 Err 0.2376 top1 5.469 top5 2.344 | Epoch: [66][114/553] Time 2.472 Data 0.001 Err 0.1575 top1 5.469 top5 0.000 | Epoch: [66][115/553] Time 2.497 Data 0.001 Err 0.2639 top1 7.812 top5 0.781 | Epoch: [66][116/553] Time 2.477 Data 0.001 Err 0.1299 top1 3.125 top5 0.000 | Epoch: [66][117/553] Time 2.445 Data 0.001 Err 0.2869 top1 7.031 top5 2.344 | Epoch: [66][118/553] Time 2.442 Data 0.001 Err 0.1829 top1 3.906 top5 1.562 | Epoch: [66][119/553] Time 2.442 Data 0.001 Err 0.2607 top1 7.031 top5 3.906 | Epoch: [66][120/553] Time 2.466 Data 0.001 Err 0.2598 top1 6.250 top5 0.781 | Epoch: [66][121/553] Time 2.455 Data 0.001 Err 0.1608 top1 3.125 top5 1.562 | Epoch: [66][122/553] Time 2.493 Data 0.001 Err 0.3204 top1 6.250 top5 1.562 | Epoch: [66][123/553] Time 2.468 Data 0.001 Err 0.1682 top1 3.906 top5 0.781 | Epoch: [66][124/553] Time 2.445 Data 0.001 Err 0.3078 top1 7.812 top5 1.562 | Epoch: [66][125/553] Time 2.488 Data 0.001 Err 0.3413 top1 9.375 top5 2.344 | Epoch: [66][126/553] Time 2.505 Data 0.001 Err 0.1986 top1 4.688 top5 0.781 | Epoch: [66][127/553] Time 2.472 Data 0.001 Err 0.2008 top1 5.469 top5 1.562 | Epoch: [66][128/553] Time 2.475 Data 0.001 Err 0.2521 top1 8.594 top5 0.781 | Epoch: [66][129/553] Time 2.444 Data 0.001 Err 0.3467 top1 8.594 top5 2.344 | Epoch: [66][130/553] Time 2.472 Data 0.001 Err 0.1279 top1 3.125 top5 0.781 | Epoch: [66][131/553] Time 2.474 Data 0.000 Err 0.2631 top1 7.031 top5 3.125 | Epoch: [66][132/553] Time 2.471 Data 0.000 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [66][133/553] Time 2.464 Data 0.001 Err 0.2043 top1 4.688 top5 1.562 | Epoch: [66][134/553] Time 2.433 Data 0.001 Err 0.3083 top1 10.156 top5 1.562 | Epoch: [66][135/553] Time 2.456 Data 0.000 Err 0.3096 top1 9.375 top5 3.125 | Epoch: [66][136/553] Time 2.463 Data 0.001 Err 0.1966 top1 3.906 top5 0.781 | Epoch: [66][137/553] Time 2.508 Data 0.001 Err 0.2596 top1 7.031 top5 1.562 | Epoch: [66][138/553] Time 2.468 Data 0.001 Err 0.1950 top1 7.031 top5 0.781 | Epoch: [66][139/553] Time 2.475 Data 0.000 Err 0.2362 top1 6.250 top5 0.781 | Epoch: [66][140/553] Time 2.437 Data 0.001 Err 0.1972 top1 5.469 top5 2.344 | Epoch: [66][141/553] Time 2.475 Data 0.001 Err 0.1554 top1 4.688 top5 0.000 | Epoch: [66][142/553] Time 2.446 Data 0.000 Err 0.3689 top1 10.156 top5 2.344 | Epoch: [66][143/553] Time 2.435 Data 0.001 Err 0.3212 top1 8.594 top5 3.125 | Epoch: [66][144/553] Time 2.460 Data 0.001 Err 0.2621 top1 5.469 top5 2.344 | Epoch: [66][145/553] Time 2.463 Data 0.001 Err 0.3561 top1 9.375 top5 3.906 | Epoch: [66][146/553] Time 2.437 Data 0.001 Err 0.2014 top1 4.688 top5 2.344 | Epoch: [66][147/553] Time 2.499 Data 0.001 Err 0.2474 top1 5.469 top5 3.125 | Epoch: [66][148/553] Time 2.440 Data 0.001 Err 0.2843 top1 7.031 top5 3.125 | Epoch: [66][149/553] Time 2.482 Data 0.001 Err 0.1900 top1 3.906 top5 0.781 | Epoch: [66][150/553] Time 2.451 Data 0.001 Err 0.2641 top1 7.031 top5 1.562 | Epoch: [66][151/553] Time 2.464 Data 0.001 Err 0.3922 top1 9.375 top5 3.906 | Epoch: [66][152/553] Time 2.464 Data 0.001 Err 0.3324 top1 8.594 top5 3.125 | Epoch: [66][153/553] Time 2.436 Data 0.001 Err 0.1309 top1 3.906 top5 0.781 | Epoch: [66][154/553] Time 2.460 Data 0.001 Err 0.3336 top1 7.812 top5 2.344 | Epoch: [66][155/553] Time 2.467 Data 0.001 Err 0.2442 top1 4.688 top5 2.344 | Epoch: [66][156/553] Time 2.476 Data 0.001 Err 0.2597 top1 5.469 top5 3.125 | Epoch: [66][157/553] Time 2.480 Data 0.001 Err 0.2282 top1 7.031 top5 1.562 | Epoch: [66][158/553] Time 2.460 Data 0.001 Err 0.2178 top1 5.469 top5 1.562 | Epoch: [66][159/553] Time 2.448 Data 0.001 Err 0.4615 top1 9.375 top5 3.125 | Epoch: [66][160/553] Time 2.439 Data 0.000 Err 0.2272 top1 7.812 top5 0.781 | Epoch: [66][161/553] Time 2.434 Data 0.001 Err 0.3273 top1 8.594 top5 3.125 | Epoch: [66][162/553] Time 2.474 Data 0.001 Err 0.2993 top1 7.812 top5 3.906 | Epoch: [66][163/553] Time 2.448 Data 0.001 Err 0.2019 top1 5.469 top5 0.781 | Epoch: [66][164/553] Time 2.476 Data 0.000 Err 0.2461 top1 7.812 top5 0.000 | Epoch: [66][165/553] Time 2.447 Data 0.001 Err 0.2789 top1 6.250 top5 1.562 | Epoch: [66][166/553] Time 2.434 Data 0.001 Err 0.2363 top1 4.688 top5 1.562 | Epoch: [66][167/553] Time 2.442 Data 0.001 Err 0.2401 top1 6.250 top5 0.781 | Epoch: [66][168/553] Time 2.440 Data 0.001 Err 0.3225 top1 7.031 top5 3.125 | Epoch: [66][169/553] Time 2.435 Data 0.001 Err 0.2659 top1 5.469 top5 2.344 | Epoch: [66][170/553] Time 2.507 Data 0.001 Err 0.2541 top1 7.031 top5 0.781 | Epoch: [66][171/553] Time 2.441 Data 0.001 Err 0.2289 top1 7.812 top5 0.781 | Epoch: [66][172/553] Time 2.446 Data 0.001 Err 0.2527 top1 7.031 top5 0.781 | Epoch: [66][173/553] Time 2.437 Data 0.001 Err 0.2310 top1 5.469 top5 0.781 | Epoch: [66][174/553] Time 2.443 Data 0.001 Err 0.2623 top1 7.812 top5 2.344 | Epoch: [66][175/553] Time 2.474 Data 0.001 Err 0.2159 top1 6.250 top5 0.781 | Epoch: [66][176/553] Time 2.461 Data 0.001 Err 0.0777 top1 2.344 top5 0.781 | Epoch: [66][177/553] Time 2.486 Data 0.001 Err 0.2666 top1 10.156 top5 1.562 | Epoch: [66][178/553] Time 2.498 Data 0.001 Err 0.2365 top1 4.688 top5 3.125 | Epoch: [66][179/553] Time 2.443 Data 0.001 Err 0.2976 top1 8.594 top5 2.344 | Epoch: [66][180/553] Time 2.436 Data 0.001 Err 0.2827 top1 7.031 top5 3.125 | Epoch: [66][181/553] Time 2.441 Data 0.001 Err 0.2513 top1 7.812 top5 2.344 | Epoch: [66][182/553] Time 2.475 Data 0.001 Err 0.1410 top1 3.125 top5 1.562 | Epoch: [66][183/553] Time 2.464 Data 0.001 Err 0.3380 top1 8.594 top5 3.125 | Epoch: [66][184/553] Time 2.437 Data 0.001 Err 0.2824 top1 7.031 top5 1.562 | Epoch: [66][185/553] Time 2.478 Data 0.001 Err 0.2230 top1 4.688 top5 3.125 | Epoch: [66][186/553] Time 2.436 Data 0.001 Err 0.2289 top1 5.469 top5 0.781 | Epoch: [66][187/553] Time 2.471 Data 0.001 Err 0.3034 top1 8.594 top5 3.125 | Epoch: [66][188/553] Time 2.432 Data 0.001 Err 0.3556 top1 9.375 top5 3.906 | Epoch: [66][189/553] Time 2.477 Data 0.001 Err 0.1498 top1 3.906 top5 0.781 | Epoch: [66][190/553] Time 2.459 Data 0.001 Err 0.2618 top1 9.375 top5 2.344 | Epoch: [66][191/553] Time 2.520 Data 0.004 Err 0.2753 top1 7.031 top5 1.562 | Epoch: [66][192/553] Time 2.456 Data 0.001 Err 0.0979 top1 1.562 top5 0.000 | Epoch: [66][193/553] Time 2.467 Data 0.001 Err 0.2890 top1 6.250 top5 1.562 | Epoch: [66][194/553] Time 2.449 Data 0.001 Err 0.3267 top1 7.031 top5 3.125 | Epoch: [66][195/553] Time 2.510 Data 0.001 Err 0.3082 top1 7.812 top5 1.562 | Epoch: [66][196/553] Time 2.437 Data 0.001 Err 0.2900 top1 6.250 top5 2.344 | Epoch: [66][197/553] Time 2.502 Data 0.001 Err 0.2460 top1 6.250 top5 1.562 | Epoch: [66][198/553] Time 2.455 Data 0.001 Err 0.2964 top1 5.469 top5 2.344 | Epoch: [66][199/553] Time 2.472 Data 0.001 Err 0.4066 top1 9.375 top5 2.344 | Epoch: [66][200/553] Time 2.474 Data 0.001 Err 0.2679 top1 6.250 top5 3.906 | Epoch: [66][201/553] Time 2.467 Data 0.001 Err 0.2935 top1 8.594 top5 1.562 | Epoch: [66][202/553] Time 2.476 Data 0.001 Err 0.3355 top1 7.031 top5 3.125 | Epoch: [66][203/553] Time 2.468 Data 0.001 Err 0.1817 top1 3.125 top5 1.562 | Epoch: [66][204/553] Time 2.443 Data 0.001 Err 0.3034 top1 10.156 top5 3.125 | Epoch: [66][205/553] Time 2.438 Data 0.001 Err 0.2417 top1 8.594 top5 0.781 | Epoch: [66][206/553] Time 2.474 Data 0.001 Err 0.2200 top1 3.906 top5 1.562 | Epoch: [66][207/553] Time 2.516 Data 0.001 Err 0.2165 top1 5.469 top5 3.125 | Epoch: [66][208/553] Time 2.465 Data 0.001 Err 0.2023 top1 3.906 top5 1.562 | Epoch: [66][209/553] Time 2.438 Data 0.001 Err 0.2570 top1 5.469 top5 2.344 | Epoch: [66][210/553] Time 2.469 Data 0.001 Err 0.2842 top1 7.031 top5 2.344 | Epoch: [66][211/553] Time 2.441 Data 0.001 Err 0.3049 top1 8.594 top5 2.344 | Epoch: [66][212/553] Time 2.483 Data 0.001 Err 0.3416 top1 7.812 top5 3.906 | Epoch: [66][213/553] Time 2.513 Data 0.001 Err 0.2036 top1 6.250 top5 1.562 | Epoch: [66][214/553] Time 2.434 Data 0.001 Err 0.3529 top1 8.594 top5 3.125 | Epoch: [66][215/553] Time 2.494 Data 0.001 Err 0.1664 top1 5.469 top5 0.781 | Epoch: [66][216/553] Time 2.460 Data 0.001 Err 0.2333 top1 5.469 top5 1.562 | Epoch: [66][217/553] Time 2.433 Data 0.001 Err 0.1883 top1 6.250 top5 1.562 | Epoch: [66][218/553] Time 2.480 Data 0.001 Err 0.1359 top1 4.688 top5 0.781 | Epoch: [66][219/553] Time 2.450 Data 0.001 Err 0.1834 top1 6.250 top5 0.781 | Epoch: [66][220/553] Time 2.468 Data 0.001 Err 0.2419 top1 4.688 top5 3.906 | Epoch: [66][221/553] Time 2.440 Data 0.001 Err 0.2167 top1 3.906 top5 1.562 | Epoch: [66][222/553] Time 2.451 Data 0.001 Err 0.1735 top1 6.250 top5 0.781 | Epoch: [66][223/553] Time 2.464 Data 0.001 Err 0.2995 top1 7.031 top5 2.344 | Epoch: [66][224/553] Time 2.468 Data 0.001 Err 0.1089 top1 1.562 top5 0.000 | Epoch: [66][225/553] Time 2.440 Data 0.001 Err 0.3606 top1 10.156 top5 3.906 | Epoch: [66][226/553] Time 2.442 Data 0.001 Err 0.2601 top1 6.250 top5 0.781 | Epoch: [66][227/553] Time 2.441 Data 0.001 Err 0.2692 top1 6.250 top5 3.125 | Epoch: [66][228/553] Time 2.479 Data 0.001 Err 0.2554 top1 6.250 top5 1.562 | Epoch: [66][229/553] Time 2.442 Data 0.001 Err 0.2295 top1 5.469 top5 3.906 | Epoch: [66][230/553] Time 2.463 Data 0.001 Err 0.2275 top1 6.250 top5 0.781 | Epoch: [66][231/553] Time 2.436 Data 0.001 Err 0.2149 top1 4.688 top5 0.781 | Epoch: [66][232/553] Time 2.512 Data 0.001 Err 0.4361 top1 11.719 top5 5.469 | Epoch: [66][233/553] Time 2.444 Data 0.001 Err 0.2780 top1 7.812 top5 1.562 | Epoch: [66][234/553] Time 2.443 Data 0.000 Err 0.3479 top1 9.375 top5 2.344 | Epoch: [66][235/553] Time 2.442 Data 0.000 Err 0.3440 top1 9.375 top5 3.125 | Epoch: [66][236/553] Time 2.435 Data 0.001 Err 0.2700 top1 6.250 top5 3.125 | Epoch: [66][237/553] Time 2.446 Data 0.001 Err 0.2016 top1 5.469 top5 0.781 | Epoch: [66][238/553] Time 2.439 Data 0.001 Err 0.2925 top1 9.375 top5 1.562 | Epoch: [66][239/553] Time 2.440 Data 0.001 Err 0.1725 top1 5.469 top5 0.781 | Epoch: [66][240/553] Time 2.477 Data 0.001 Err 0.2115 top1 5.469 top5 0.781 | Epoch: [66][241/553] Time 2.451 Data 0.001 Err 0.3157 top1 8.594 top5 3.125 | Epoch: [66][242/553] Time 2.479 Data 0.001 Err 0.1888 top1 5.469 top5 0.781 | Epoch: [66][243/553] Time 2.445 Data 0.001 Err 0.2835 top1 7.812 top5 2.344 | Epoch: [66][244/553] Time 2.462 Data 0.001 Err 0.1854 top1 7.031 top5 0.000 | Epoch: [66][245/553] Time 2.441 Data 0.000 Err 0.2835 top1 8.594 top5 2.344 | Epoch: [66][246/553] Time 2.450 Data 0.000 Err 0.3031 top1 7.031 top5 2.344 | Epoch: [66][247/553] Time 2.438 Data 0.001 Err 0.1520 top1 4.688 top5 0.000 | Epoch: [66][248/553] Time 2.480 Data 0.001 Err 0.3178 top1 9.375 top5 2.344 | Epoch: [66][249/553] Time 2.454 Data 0.001 Err 0.2164 top1 6.250 top5 0.781 | Epoch: [66][250/553] Time 2.481 Data 0.001 Err 0.2005 top1 3.125 top5 1.562 | Epoch: [66][251/553] Time 2.511 Data 0.001 Err 0.2802 top1 7.812 top5 1.562 | Epoch: [66][252/553] Time 2.447 Data 0.001 Err 0.2243 top1 6.250 top5 2.344 | Epoch: [66][253/553] Time 2.474 Data 0.001 Err 0.1919 top1 3.906 top5 0.781 | Epoch: [66][254/553] Time 2.451 Data 0.001 Err 0.2033 top1 5.469 top5 0.781 | Epoch: [66][255/553] Time 2.474 Data 0.001 Err 0.2294 top1 7.812 top5 0.781 | Epoch: [66][256/553] Time 2.457 Data 0.001 Err 0.2696 top1 7.031 top5 2.344 | Epoch: [66][257/553] Time 2.440 Data 0.001 Err 0.1242 top1 3.125 top5 0.000 | Epoch: [66][258/553] Time 2.440 Data 0.001 Err 0.2170 top1 7.031 top5 0.000 | Epoch: [66][259/553] Time 2.453 Data 0.001 Err 0.2440 top1 7.812 top5 0.781 | Epoch: [66][260/553] Time 2.445 Data 0.001 Err 0.2886 top1 7.812 top5 1.562 | Epoch: [66][261/553] Time 2.444 Data 0.001 Err 0.2506 top1 6.250 top5 1.562 | Epoch: [66][262/553] Time 2.505 Data 0.001 Err 0.2936 top1 7.031 top5 3.125 | Epoch: [66][263/553] Time 2.514 Data 0.001 Err 0.2325 top1 7.031 top5 2.344 | Epoch: [66][264/553] Time 2.436 Data 0.000 Err 0.2416 top1 8.594 top5 0.781 | Epoch: [66][265/553] Time 2.444 Data 0.001 Err 0.3219 top1 8.594 top5 1.562 | Epoch: [66][266/553] Time 2.449 Data 0.001 Err 0.1711 top1 5.469 top5 2.344 | Epoch: [66][267/553] Time 2.469 Data 0.001 Err 0.1422 top1 3.125 top5 1.562 | Epoch: [66][268/553] Time 2.452 Data 0.001 Err 0.1905 top1 6.250 top5 0.781 | Epoch: [66][269/553] Time 2.437 Data 0.001 Err 0.3255 top1 8.594 top5 1.562 | Epoch: [66][270/553] Time 2.440 Data 0.001 Err 0.3983 top1 9.375 top5 5.469 | Epoch: [66][271/553] Time 2.517 Data 0.001 Err 0.2348 top1 6.250 top5 2.344 | Epoch: [66][272/553] Time 2.465 Data 0.001 Err 0.3019 top1 10.156 top5 3.125 | Epoch: [66][273/553] Time 2.436 Data 0.001 Err 0.2920 top1 10.156 top5 2.344 | Epoch: [66][274/553] Time 2.444 Data 0.001 Err 0.2750 top1 7.812 top5 1.562 | Epoch: [66][275/553] Time 2.440 Data 0.001 Err 0.2246 top1 7.031 top5 0.781 | Epoch: [66][276/553] Time 2.468 Data 0.001 Err 0.3706 top1 9.375 top5 3.906 | Epoch: [66][277/553] Time 2.438 Data 0.001 Err 0.1727 top1 3.906 top5 0.781 | Epoch: [66][278/553] Time 2.481 Data 0.001 Err 0.2416 top1 8.594 top5 0.781 | Epoch: [66][279/553] Time 2.442 Data 0.001 Err 0.2372 top1 5.469 top5 3.125 | Epoch: [66][280/553] Time 2.438 Data 0.001 Err 0.2275 top1 5.469 top5 1.562 | Epoch: [66][281/553] Time 2.436 Data 0.001 Err 0.3029 top1 7.812 top5 3.125 | Epoch: [66][282/553] Time 2.468 Data 0.001 Err 0.2415 top1 7.031 top5 1.562 | Epoch: [66][283/553] Time 2.441 Data 0.001 Err 0.1975 top1 6.250 top5 2.344 | Epoch: [66][284/553] Time 2.482 Data 0.001 Err 0.2111 top1 4.688 top5 2.344 | Epoch: [66][285/553] Time 2.432 Data 0.001 Err 0.1645 top1 4.688 top5 0.781 | Epoch: [66][286/553] Time 2.460 Data 0.001 Err 0.4002 top1 9.375 top5 3.906 | Epoch: [66][287/553] Time 2.431 Data 0.001 Err 0.2109 top1 4.688 top5 2.344 | Epoch: [66][288/553] Time 2.473 Data 0.001 Err 0.2659 top1 5.469 top5 0.781 | Epoch: [66][289/553] Time 2.454 Data 0.001 Err 0.1659 top1 3.906 top5 0.000 | Epoch: [66][290/553] Time 2.445 Data 0.001 Err 0.2354 top1 7.031 top5 1.562 | Epoch: [66][291/553] Time 2.443 Data 0.001 Err 0.3548 top1 10.156 top5 3.125 | Epoch: [66][292/553] Time 2.455 Data 0.001 Err 0.3452 top1 8.594 top5 1.562 | Epoch: [66][293/553] Time 2.467 Data 0.001 Err 0.2469 top1 6.250 top5 3.125 | Epoch: [66][294/553] Time 2.466 Data 0.001 Err 0.2488 top1 7.031 top5 0.000 | Epoch: [66][295/553] Time 2.512 Data 0.001 Err 0.1974 top1 6.250 top5 0.781 | Epoch: [66][296/553] Time 2.471 Data 0.001 Err 0.2589 top1 6.250 top5 2.344 | Epoch: [66][297/553] Time 2.465 Data 0.000 Err 0.3686 top1 10.156 top5 3.125 | Epoch: [66][298/553] Time 2.435 Data 0.001 Err 0.3637 top1 8.594 top5 1.562 | Epoch: [66][299/553] Time 2.431 Data 0.001 Err 0.2501 top1 6.250 top5 1.562 | Epoch: [66][300/553] Time 2.473 Data 0.001 Err 0.1953 top1 5.469 top5 0.781 | Epoch: [66][301/553] Time 2.451 Data 0.001 Err 0.2976 top1 9.375 top5 1.562 | Epoch: [66][302/553] Time 2.433 Data 0.001 Err 0.2527 top1 6.250 top5 2.344 | Epoch: [66][303/553] Time 2.436 Data 0.000 Err 0.2092 top1 4.688 top5 1.562 | Epoch: [66][304/553] Time 2.461 Data 0.001 Err 0.2969 top1 7.031 top5 0.781 | Epoch: [66][305/553] Time 2.430 Data 0.001 Err 0.3334 top1 10.156 top5 3.906 | Epoch: [66][306/553] Time 2.483 Data 0.001 Err 0.1351 top1 3.125 top5 0.781 | Epoch: [66][307/553] Time 2.438 Data 0.001 Err 0.1715 top1 5.469 top5 0.000 | Epoch: [66][308/553] Time 2.444 Data 0.001 Err 0.2700 top1 7.031 top5 3.125 | Epoch: [66][309/553] Time 2.439 Data 0.001 Err 0.2794 top1 6.250 top5 1.562 | Epoch: [66][310/553] Time 2.465 Data 0.001 Err 0.1601 top1 3.906 top5 1.562 | Epoch: [66][311/553] Time 2.451 Data 0.001 Err 0.2916 top1 7.031 top5 1.562 | Epoch: [66][312/553] Time 2.470 Data 0.001 Err 0.2415 top1 7.812 top5 1.562 | Epoch: [66][313/553] Time 2.435 Data 0.001 Err 0.2344 top1 4.688 top5 0.000 | Epoch: [66][314/553] Time 2.437 Data 0.001 Err 0.3212 top1 10.938 top5 2.344 | Epoch: [66][315/553] Time 2.506 Data 0.001 Err 0.4287 top1 11.719 top5 2.344 | Epoch: [66][316/553] Time 2.441 Data 0.001 Err 0.2227 top1 4.688 top5 2.344 | Epoch: [66][317/553] Time 2.437 Data 0.001 Err 0.2187 top1 5.469 top5 0.781 | Epoch: [66][318/553] Time 2.498 Data 0.001 Err 0.2659 top1 7.031 top5 2.344 | Epoch: [66][319/553] Time 2.451 Data 0.001 Err 0.2318 top1 5.469 top5 1.562 | Epoch: [66][320/553] Time 2.438 Data 0.001 Err 0.2877 top1 8.594 top5 1.562 | Epoch: [66][321/553] Time 2.443 Data 0.001 Err 0.2739 top1 7.031 top5 1.562 | Epoch: [66][322/553] Time 2.469 Data 0.001 Err 0.3034 top1 7.031 top5 3.125 | Epoch: [66][323/553] Time 2.435 Data 0.001 Err 0.2025 top1 4.688 top5 1.562 | Epoch: [66][324/553] Time 2.469 Data 0.001 Err 0.2813 top1 7.812 top5 2.344 | Epoch: [66][325/553] Time 2.438 Data 0.001 Err 0.2223 top1 7.031 top5 1.562 | Epoch: [66][326/553] Time 2.440 Data 0.001 Err 0.3910 top1 10.938 top5 3.906 | Epoch: [66][327/553] Time 2.449 Data 0.001 Err 0.1627 top1 3.125 top5 0.781 | Epoch: [66][328/553] Time 2.441 Data 0.001 Err 0.1228 top1 3.906 top5 0.000 | Epoch: [66][329/553] Time 2.436 Data 0.001 Err 0.3498 top1 6.250 top5 3.125 | Epoch: [66][330/553] Time 2.482 Data 0.001 Err 0.2318 top1 4.688 top5 2.344 | Epoch: [66][331/553] Time 2.450 Data 0.001 Err 0.2470 top1 6.250 top5 1.562 | Epoch: [66][332/553] Time 2.453 Data 0.001 Err 0.1731 top1 3.906 top5 0.781 | Epoch: [66][333/553] Time 2.438 Data 0.001 Err 0.3966 top1 8.594 top5 3.125 | Epoch: [66][334/553] Time 2.437 Data 0.001 Err 0.1370 top1 3.125 top5 0.000 | Epoch: [66][335/553] Time 2.453 Data 0.001 Err 0.2621 top1 6.250 top5 0.781 | Epoch: [66][336/553] Time 2.440 Data 0.001 Err 0.1624 top1 3.906 top5 1.562 | Epoch: [66][337/553] Time 2.440 Data 0.001 Err 0.2549 top1 7.031 top5 1.562 | Epoch: [66][338/553] Time 2.438 Data 0.001 Err 0.2986 top1 10.156 top5 3.125 | Epoch: [66][339/553] Time 2.454 Data 0.001 Err 0.2573 top1 7.812 top5 1.562 | Epoch: [66][340/553] Time 2.437 Data 0.000 Err 0.3053 top1 8.594 top5 2.344 | Epoch: [66][341/553] Time 2.437 Data 0.001 Err 0.2328 top1 6.250 top5 0.000 | Epoch: [66][342/553] Time 2.445 Data 0.001 Err 0.1556 top1 3.125 top5 0.781 | Epoch: [66][343/553] Time 2.448 Data 0.001 Err 0.1880 top1 5.469 top5 0.781 | Epoch: [66][344/553] Time 2.499 Data 0.001 Err 0.3155 top1 8.594 top5 2.344 | Epoch: [66][345/553] Time 2.437 Data 0.001 Err 0.2502 top1 7.031 top5 1.562 | Epoch: [66][346/553] Time 2.442 Data 0.001 Err 0.2154 top1 7.031 top5 1.562 | Epoch: [66][347/553] Time 2.475 Data 0.001 Err 0.2322 top1 4.688 top5 1.562 | Epoch: [66][348/553] Time 2.439 Data 0.001 Err 0.3089 top1 7.031 top5 3.125 | Epoch: [66][349/553] Time 2.460 Data 0.001 Err 0.2306 top1 6.250 top5 1.562 | Epoch: [66][350/553] Time 2.445 Data 0.000 Err 0.2504 top1 6.250 top5 0.781 | Epoch: [66][351/553] Time 2.457 Data 0.001 Err 0.2627 top1 8.594 top5 0.781 | Epoch: [66][352/553] Time 2.444 Data 0.001 Err 0.2338 top1 4.688 top5 1.562 | Epoch: [66][353/553] Time 2.445 Data 0.001 Err 0.3234 top1 6.250 top5 2.344 | Epoch: [66][354/553] Time 2.479 Data 0.001 Err 0.2352 top1 6.250 top5 0.000 | Epoch: [66][355/553] Time 2.459 Data 0.001 Err 0.2315 top1 6.250 top5 1.562 | Epoch: [66][356/553] Time 2.448 Data 0.001 Err 0.3307 top1 7.031 top5 3.125 | Epoch: [66][357/553] Time 2.442 Data 0.001 Err 0.3661 top1 10.156 top5 3.125 | Epoch: [66][358/553] Time 2.439 Data 0.001 Err 0.3209 top1 7.812 top5 3.906 | Epoch: [66][359/553] Time 2.440 Data 0.000 Err 0.2468 top1 7.031 top5 3.125 | Epoch: [66][360/553] Time 2.433 Data 0.000 Err 0.2135 top1 6.250 top5 0.781 | Epoch: [66][361/553] Time 2.437 Data 0.001 Err 0.2533 top1 9.375 top5 0.781 | Epoch: [66][362/553] Time 2.442 Data 0.001 Err 0.2485 top1 5.469 top5 2.344 | Epoch: [66][363/553] Time 2.453 Data 0.001 Err 0.3326 top1 7.812 top5 3.125 | Epoch: [66][364/553] Time 2.450 Data 0.001 Err 0.4331 top1 10.938 top5 5.469 | Epoch: [66][365/553] Time 2.474 Data 0.001 Err 0.2334 top1 6.250 top5 0.781 | Epoch: [66][366/553] Time 2.454 Data 0.001 Err 0.3154 top1 7.812 top5 3.125 | Epoch: [66][367/553] Time 2.451 Data 0.000 Err 0.3569 top1 7.031 top5 5.469 | Epoch: [66][368/553] Time 2.440 Data 0.000 Err 0.3585 top1 8.594 top5 1.562 | Epoch: [66][369/553] Time 2.441 Data 0.001 Err 0.1804 top1 6.250 top5 0.781 | Epoch: [66][370/553] Time 2.439 Data 0.001 Err 0.2008 top1 4.688 top5 1.562 | Epoch: [66][371/553] Time 2.506 Data 0.001 Err 0.3808 top1 7.812 top5 4.688 | Epoch: [66][372/553] Time 2.446 Data 0.001 Err 0.2727 top1 7.031 top5 1.562 | Epoch: [66][373/553] Time 2.480 Data 0.001 Err 0.2150 top1 6.250 top5 1.562 | Epoch: [66][374/553] Time 2.442 Data 0.001 Err 0.2814 top1 6.250 top5 2.344 | Epoch: [66][375/553] Time 2.451 Data 0.001 Err 0.3053 top1 6.250 top5 3.906 | Epoch: [66][376/553] Time 2.465 Data 0.001 Err 0.3407 top1 7.812 top5 3.125 | Epoch: [66][377/553] Time 2.434 Data 0.001 Err 0.1510 top1 4.688 top5 1.562 | Epoch: [66][378/553] Time 2.436 Data 0.000 Err 0.1696 top1 4.688 top5 1.562 | Epoch: [66][379/553] Time 2.464 Data 0.001 Err 0.1670 top1 4.688 top5 0.781 | Epoch: [66][380/553] Time 2.462 Data 0.001 Err 0.2089 top1 3.125 top5 1.562 | Epoch: [66][381/553] Time 2.437 Data 0.001 Err 0.2140 top1 7.031 top5 1.562 | Epoch: [66][382/553] Time 2.455 Data 0.001 Err 0.3239 top1 8.594 top5 3.125 | Epoch: [66][383/553] Time 2.441 Data 0.001 Err 0.3653 top1 6.250 top5 3.906 | Epoch: [66][384/553] Time 2.441 Data 0.001 Err 0.1415 top1 3.906 top5 0.000 | Epoch: [66][385/553] Time 2.477 Data 0.001 Err 0.3123 top1 7.031 top5 2.344 | Epoch: [66][386/553] Time 2.436 Data 0.001 Err 0.2527 top1 7.812 top5 1.562 | Epoch: [66][387/553] Time 2.447 Data 0.001 Err 0.3567 top1 7.812 top5 4.688 | Epoch: [66][388/553] Time 2.450 Data 0.001 Err 0.2185 top1 4.688 top5 0.781 | Epoch: [66][389/553] Time 2.437 Data 0.001 Err 0.3509 top1 11.719 top5 2.344 | Epoch: [66][390/553] Time 2.441 Data 0.001 Err 0.2578 top1 6.250 top5 1.562 | Epoch: [66][391/553] Time 2.458 Data 0.001 Err 0.2332 top1 5.469 top5 1.562 | Epoch: [66][392/553] Time 2.446 Data 0.001 Err 0.2393 top1 4.688 top5 3.125 | Epoch: [66][393/553] Time 2.446 Data 0.001 Err 0.2431 top1 6.250 top5 2.344 | Epoch: [66][394/553] Time 2.463 Data 0.001 Err 0.1761 top1 4.688 top5 1.562 | Epoch: [66][395/553] Time 2.458 Data 0.001 Err 0.4172 top1 7.812 top5 3.906 | Epoch: [66][396/553] Time 2.438 Data 0.001 Err 0.2633 top1 6.250 top5 1.562 | Epoch: [66][397/553] Time 2.438 Data 0.001 Err 0.1292 top1 5.469 top5 0.000 | Epoch: [66][398/553] Time 2.444 Data 0.001 Err 0.2483 top1 6.250 top5 1.562 | Epoch: [66][399/553] Time 2.462 Data 0.001 Err 0.1858 top1 5.469 top5 1.562 | Epoch: [66][400/553] Time 2.443 Data 0.001 Err 0.2551 top1 8.594 top5 1.562 | Epoch: [66][401/553] Time 2.432 Data 0.001 Err 0.2058 top1 3.125 top5 2.344 | Epoch: [66][402/553] Time 2.438 Data 0.001 Err 0.1249 top1 2.344 top5 0.000 | Epoch: [66][403/553] Time 2.461 Data 0.001 Err 0.2500 top1 5.469 top5 1.562 | Epoch: [66][404/553] Time 2.443 Data 0.001 Err 0.2577 top1 7.812 top5 2.344 | Epoch: [66][405/553] Time 2.489 Data 0.001 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [66][406/553] Time 2.461 Data 0.001 Err 0.1959 top1 4.688 top5 1.562 | Epoch: [66][407/553] Time 2.450 Data 0.001 Err 0.2520 top1 9.375 top5 1.562 | Epoch: [66][408/553] Time 2.457 Data 0.001 Err 0.3950 top1 10.938 top5 3.125 | Epoch: [66][409/553] Time 2.436 Data 0.001 Err 0.2918 top1 7.031 top5 3.906 | Epoch: [66][410/553] Time 2.466 Data 0.001 Err 0.4108 top1 10.156 top5 3.906 | Epoch: [66][411/553] Time 2.442 Data 0.001 Err 0.2568 top1 7.812 top5 3.125 | Epoch: [66][412/553] Time 2.484 Data 0.001 Err 0.1144 top1 2.344 top5 0.000 | Epoch: [66][413/553] Time 2.439 Data 0.001 Err 0.3146 top1 8.594 top5 3.125 | Epoch: [66][414/553] Time 2.490 Data 0.000 Err 0.2734 top1 7.031 top5 4.688 | Epoch: [66][415/553] Time 2.442 Data 0.001 Err 0.2462 top1 6.250 top5 1.562 | Epoch: [66][416/553] Time 2.453 Data 0.001 Err 0.2899 top1 8.594 top5 2.344 | Epoch: [66][417/553] Time 2.438 Data 0.000 Err 0.1750 top1 2.344 top5 1.562 | Epoch: [66][418/553] Time 2.472 Data 0.001 Err 0.3478 top1 7.031 top5 3.906 | Epoch: [66][419/553] Time 2.447 Data 0.001 Err 0.1725 top1 3.125 top5 0.781 | Epoch: [66][420/553] Time 2.475 Data 0.001 Err 0.4506 top1 10.938 top5 5.469 | Epoch: [66][421/553] Time 2.447 Data 0.001 Err 0.3553 top1 8.594 top5 2.344 | Epoch: [66][422/553] Time 2.468 Data 0.001 Err 0.2495 top1 5.469 top5 1.562 | Epoch: [66][423/553] Time 2.459 Data 0.001 Err 0.2746 top1 7.812 top5 1.562 | Epoch: [66][424/553] Time 2.461 Data 0.001 Err 0.2890 top1 8.594 top5 3.125 | Epoch: [66][425/553] Time 2.436 Data 0.000 Err 0.1479 top1 2.344 top5 0.781 | Epoch: [66][426/553] Time 2.503 Data 0.001 Err 0.3884 top1 10.938 top5 2.344 | Epoch: [66][427/553] Time 2.437 Data 0.001 Err 0.2123 top1 6.250 top5 1.562 | Epoch: [66][428/553] Time 2.476 Data 0.001 Err 0.2748 top1 3.906 top5 3.125 | Epoch: [66][429/553] Time 2.500 Data 0.001 Err 0.2282 top1 7.031 top5 1.562 | Epoch: [66][430/553] Time 2.473 Data 0.004 Err 0.2967 top1 6.250 top5 1.562 | Epoch: [66][431/553] Time 2.440 Data 0.001 Err 0.4954 top1 10.156 top5 5.469 | Epoch: [66][432/553] Time 2.434 Data 0.001 Err 0.3583 top1 8.594 top5 3.906 | Epoch: [66][433/553] Time 2.476 Data 0.001 Err 0.1558 top1 3.906 top5 0.781 | Epoch: [66][434/553] Time 2.466 Data 0.001 Err 0.1680 top1 3.906 top5 1.562 | Epoch: [66][435/553] Time 2.438 Data 0.001 Err 0.1898 top1 3.906 top5 0.781 | Epoch: [66][436/553] Time 2.470 Data 0.001 Err 0.2269 top1 7.031 top5 0.781 | Epoch: [66][437/553] Time 2.435 Data 0.001 Err 0.2401 top1 5.469 top5 0.781 | Epoch: [66][438/553] Time 2.472 Data 0.001 Err 0.3223 top1 8.594 top5 3.125 | Epoch: [66][439/553] Time 2.476 Data 0.001 Err 0.1636 top1 3.906 top5 0.781 | Epoch: [66][440/553] Time 2.507 Data 0.001 Err 0.2372 top1 6.250 top5 0.781 | Epoch: [66][441/553] Time 2.437 Data 0.001 Err 0.3607 top1 10.156 top5 2.344 | Epoch: [66][442/553] Time 2.455 Data 0.001 Err 0.2534 top1 5.469 top5 3.906 | Epoch: [66][443/553] Time 2.437 Data 0.001 Err 0.2960 top1 8.594 top5 1.562 | Epoch: [66][444/553] Time 2.444 Data 0.001 Err 0.2182 top1 4.688 top5 1.562 | Epoch: [66][445/553] Time 2.439 Data 0.001 Err 0.1169 top1 1.562 top5 0.781 | Epoch: [66][446/553] Time 2.462 Data 0.000 Err 0.3399 top1 7.812 top5 4.688 | Epoch: [66][447/553] Time 2.460 Data 0.001 Err 0.2332 top1 6.250 top5 1.562 | Epoch: [66][448/553] Time 2.441 Data 0.001 Err 0.1471 top1 3.906 top5 0.781 | Epoch: [66][449/553] Time 2.436 Data 0.001 Err 0.1583 top1 4.688 top5 0.000 | Epoch: [66][450/553] Time 2.506 Data 0.001 Err 0.1872 top1 5.469 top5 1.562 | Epoch: [66][451/553] Time 2.449 Data 0.001 Err 0.2652 top1 4.688 top5 3.125 | Epoch: [66][452/553] Time 2.504 Data 0.001 Err 0.3431 top1 5.469 top5 3.125 | Epoch: [66][453/553] Time 2.442 Data 0.001 Err 0.3831 top1 10.938 top5 3.125 | Epoch: [66][454/553] Time 2.471 Data 0.001 Err 0.1781 top1 6.250 top5 0.781 | Epoch: [66][455/553] Time 2.446 Data 0.001 Err 0.2103 top1 6.250 top5 1.562 | Epoch: [66][456/553] Time 2.473 Data 0.000 Err 0.2631 top1 7.031 top5 3.906 | Epoch: [66][457/553] Time 2.477 Data 0.001 Err 0.2408 top1 6.250 top5 0.781 | Epoch: [66][458/553] Time 2.435 Data 0.001 Err 0.2256 top1 7.031 top5 0.781 | Epoch: [66][459/553] Time 2.434 Data 0.001 Err 0.3304 top1 7.031 top5 3.906 | Epoch: [66][460/553] Time 2.447 Data 0.001 Err 0.2494 top1 7.031 top5 2.344 | Epoch: [66][461/553] Time 2.442 Data 0.001 Err 0.2011 top1 7.031 top5 0.000 | Epoch: [66][462/553] Time 2.444 Data 0.001 Err 0.2812 top1 8.594 top5 1.562 | Epoch: [66][463/553] Time 2.478 Data 0.001 Err 0.2648 top1 6.250 top5 0.781 | Epoch: [66][464/553] Time 2.510 Data 0.001 Err 0.2058 top1 5.469 top5 0.781 | Epoch: [66][465/553] Time 2.441 Data 0.001 Err 0.3164 top1 7.031 top5 3.125 | Epoch: [66][466/553] Time 2.435 Data 0.001 Err 0.2875 top1 8.594 top5 2.344 | Epoch: [66][467/553] Time 2.449 Data 0.000 Err 0.2469 top1 6.250 top5 1.562 | Epoch: [66][468/553] Time 2.478 Data 0.001 Err 0.2831 top1 9.375 top5 1.562 | Epoch: [66][469/553] Time 2.442 Data 0.001 Err 0.1402 top1 3.125 top5 0.781 | Epoch: [66][470/553] Time 2.441 Data 0.001 Err 0.2720 top1 7.812 top5 1.562 | Epoch: [66][471/553] Time 2.441 Data 0.001 Err 0.1493 top1 2.344 top5 0.781 | Epoch: [66][472/553] Time 2.471 Data 0.001 Err 0.1480 top1 3.906 top5 0.781 | Epoch: [66][473/553] Time 2.432 Data 0.000 Err 0.1969 top1 4.688 top5 1.562 | Epoch: [66][474/553] Time 2.448 Data 0.000 Err 0.4048 top1 10.156 top5 1.562 | Epoch: [66][475/553] Time 2.457 Data 0.000 Err 0.2669 top1 4.688 top5 3.125 | Epoch: [66][476/553] Time 2.481 Data 0.001 Err 0.2458 top1 7.031 top5 0.781 | Epoch: [66][477/553] Time 2.435 Data 0.001 Err 0.2061 top1 3.906 top5 2.344 | Epoch: [66][478/553] Time 2.468 Data 0.001 Err 0.2708 top1 6.250 top5 1.562 | Epoch: [66][479/553] Time 2.448 Data 0.001 Err 0.1075 top1 3.125 top5 0.000 | Epoch: [66][480/553] Time 2.473 Data 0.001 Err 0.2160 top1 7.031 top5 1.562 | Epoch: [66][481/553] Time 2.435 Data 0.001 Err 0.1749 top1 6.250 top5 0.781 | Epoch: [66][482/553] Time 2.443 Data 0.001 Err 0.2895 top1 6.250 top5 1.562 | Epoch: [66][483/553] Time 2.437 Data 0.001 Err 0.2323 top1 4.688 top5 2.344 | Epoch: [66][484/553] Time 2.462 Data 0.001 Err 0.1581 top1 4.688 top5 0.781 | Epoch: [66][485/553] Time 2.434 Data 0.001 Err 0.1626 top1 4.688 top5 0.781 | Epoch: [66][486/553] Time 2.432 Data 0.001 Err 0.2919 top1 7.812 top5 1.562 | Epoch: [66][487/553] Time 2.454 Data 0.001 Err 0.2780 top1 7.031 top5 2.344 | Epoch: [66][488/553] Time 2.434 Data 0.001 Err 0.1864 top1 6.250 top5 0.781 | Epoch: [66][489/553] Time 2.432 Data 0.001 Err 0.2970 top1 7.031 top5 1.562 | Epoch: [66][490/553] Time 2.453 Data 0.001 Err 0.1389 top1 4.688 top5 0.000 | Epoch: [66][491/553] Time 2.435 Data 0.001 Err 0.2013 top1 6.250 top5 1.562 | Epoch: [66][492/553] Time 2.461 Data 0.001 Err 0.2756 top1 8.594 top5 3.125 | Epoch: [66][493/553] Time 2.443 Data 0.001 Err 0.3771 top1 9.375 top5 3.906 | Epoch: [66][494/553] Time 2.471 Data 0.001 Err 0.1844 top1 4.688 top5 1.562 | Epoch: [66][495/553] Time 2.439 Data 0.001 Err 0.2476 top1 5.469 top5 2.344 | Epoch: [66][496/553] Time 2.436 Data 0.001 Err 0.2545 top1 5.469 top5 1.562 | Epoch: [66][497/553] Time 2.435 Data 0.001 Err 0.2467 top1 5.469 top5 1.562 | Epoch: [66][498/553] Time 2.440 Data 0.001 Err 0.1371 top1 3.906 top5 0.781 | Epoch: [66][499/553] Time 2.434 Data 0.001 Err 0.2829 top1 7.812 top5 2.344 | Epoch: [66][500/553] Time 2.437 Data 0.001 Err 0.3290 top1 6.250 top5 2.344 | Epoch: [66][501/553] Time 2.480 Data 0.001 Err 0.3111 top1 7.812 top5 1.562 | Epoch: [66][502/553] Time 2.497 Data 0.001 Err 0.1422 top1 3.125 top5 0.000 | Epoch: [66][503/553] Time 2.438 Data 0.001 Err 0.2838 top1 5.469 top5 3.125 | Epoch: [66][504/553] Time 2.468 Data 0.001 Err 0.2651 top1 6.250 top5 2.344 | Epoch: [66][505/553] Time 2.480 Data 0.001 Err 0.1760 top1 4.688 top5 0.781 | Epoch: [66][506/553] Time 2.439 Data 0.001 Err 0.1770 top1 3.125 top5 2.344 | Epoch: [66][507/553] Time 2.441 Data 0.001 Err 0.2050 top1 5.469 top5 0.781 | Epoch: [66][508/553] Time 2.481 Data 0.001 Err 0.2719 top1 7.812 top5 0.781 | Epoch: [66][509/553] Time 2.435 Data 0.001 Err 0.1972 top1 3.906 top5 2.344 | Epoch: [66][510/553] Time 2.445 Data 0.001 Err 0.1761 top1 3.125 top5 1.562 | Epoch: [66][511/553] Time 2.440 Data 0.001 Err 0.2116 top1 3.906 top5 2.344 | Epoch: [66][512/553] Time 2.455 Data 0.001 Err 0.2104 top1 6.250 top5 0.000 | Epoch: [66][513/553] Time 2.438 Data 0.001 Err 0.2263 top1 7.031 top5 1.562 | Epoch: [66][514/553] Time 2.445 Data 0.001 Err 0.2756 top1 5.469 top5 2.344 | Epoch: [66][515/553] Time 2.444 Data 0.001 Err 0.1819 top1 6.250 top5 0.781 | Epoch: [66][516/553] Time 2.438 Data 0.001 Err 0.2152 top1 5.469 top5 0.781 | Epoch: [66][517/553] Time 2.442 Data 0.001 Err 0.1785 top1 4.688 top5 0.781 | Epoch: [66][518/553] Time 2.451 Data 0.001 Err 0.1255 top1 3.125 top5 0.000 | Epoch: [66][519/553] Time 2.433 Data 0.001 Err 0.2167 top1 5.469 top5 1.562 | Epoch: [66][520/553] Time 2.437 Data 0.001 Err 0.1941 top1 6.250 top5 0.781 | Epoch: [66][521/553] Time 2.480 Data 0.001 Err 0.3105 top1 8.594 top5 0.781 | Epoch: [66][522/553] Time 2.464 Data 0.001 Err 0.2510 top1 6.250 top5 2.344 | Epoch: [66][523/553] Time 2.434 Data 0.001 Err 0.3178 top1 7.031 top5 2.344 | Epoch: [66][524/553] Time 2.438 Data 0.001 Err 0.4874 top1 14.844 top5 3.125 | Epoch: [66][525/553] Time 2.439 Data 0.001 Err 0.2122 top1 7.812 top5 0.781 | Epoch: [66][526/553] Time 2.478 Data 0.001 Err 0.2429 top1 7.031 top5 2.344 | Epoch: [66][527/553] Time 2.476 Data 0.001 Err 0.3167 top1 8.594 top5 3.125 | Epoch: [66][528/553] Time 2.452 Data 0.001 Err 0.1803 top1 3.906 top5 1.562 | Epoch: [66][529/553] Time 2.438 Data 0.001 Err 0.3131 top1 7.031 top5 2.344 | Epoch: [66][530/553] Time 2.470 Data 0.001 Err 0.1487 top1 4.688 top5 0.781 | Epoch: [66][531/553] Time 2.439 Data 0.001 Err 0.2383 top1 5.469 top5 1.562 | Epoch: [66][532/553] Time 2.439 Data 0.001 Err 0.3167 top1 7.812 top5 3.906 | Epoch: [66][533/553] Time 2.479 Data 0.001 Err 0.2153 top1 4.688 top5 2.344 | Epoch: [66][534/553] Time 2.467 Data 0.001 Err 0.1263 top1 4.688 top5 0.000 | Epoch: [66][535/553] Time 2.443 Data 0.001 Err 0.3091 top1 8.594 top5 2.344 | Epoch: [66][536/553] Time 2.436 Data 0.001 Err 0.2074 top1 6.250 top5 0.781 | Epoch: [66][537/553] Time 2.432 Data 0.001 Err 0.3439 top1 9.375 top5 3.906 | Epoch: [66][538/553] Time 2.453 Data 0.001 Err 0.3336 top1 7.812 top5 2.344 | Epoch: [66][539/553] Time 2.443 Data 0.000 Err 0.3159 top1 8.594 top5 3.906 | Epoch: [66][540/553] Time 2.446 Data 0.001 Err 0.2471 top1 7.031 top5 2.344 | Epoch: [66][541/553] Time 2.440 Data 0.001 Err 0.2477 top1 6.250 top5 2.344 | Epoch: [66][542/553] Time 2.481 Data 0.001 Err 0.3045 top1 7.031 top5 2.344 | Epoch: [66][543/553] Time 2.428 Data 0.000 Err 0.2701 top1 7.031 top5 3.125 | Epoch: [66][544/553] Time 2.445 Data 0.000 Err 0.3465 top1 7.812 top5 3.906 | Epoch: [66][545/553] Time 2.444 Data 0.000 Err 0.1300 top1 3.125 top5 0.000 | Epoch: [66][546/553] Time 2.445 Data 0.000 Err 0.3003 top1 6.250 top5 2.344 | Epoch: [66][547/553] Time 2.450 Data 0.000 Err 0.2723 top1 6.250 top5 2.344 | Epoch: [66][548/553] Time 2.436 Data 0.000 Err 0.1835 top1 3.906 top5 0.000 | Epoch: [66][549/553] Time 2.480 Data 0.000 Err 0.2951 top1 7.812 top5 3.125 | Epoch: [66][550/553] Time 2.477 Data 0.000 Err 0.1519 top1 3.125 top5 0.781 | Epoch: [66][551/553] Time 2.439 Data 0.000 Err 0.1744 top1 5.469 top5 0.781 | Epoch: [66][552/553] Time 2.440 Data 0.000 Err 0.2964 top1 7.812 top5 3.906 | Epoch: [66][553/553] Time 1.029 Data 0.000 Err 0.2340 top1 9.091 top5 0.000 | Test: [66][1/198] Time 2.386 Data 1.662 top1 17.188 ( 17.188) top5 0.000 ( 0.000) | Test: [66][2/198] Time 0.718 Data 0.001 top1 14.062 ( 15.625) top5 1.562 ( 0.781) | Test: [66][3/198] Time 0.713 Data 0.000 top1 9.375 ( 13.542) top5 2.344 ( 1.302) | Test: [66][4/198] Time 0.720 Data 0.001 top1 12.500 ( 13.281) top5 0.000 ( 0.977) | Test: [66][5/198] Time 0.714 Data 0.001 top1 9.375 ( 12.500) top5 0.781 ( 0.938) | Test: [66][6/198] Time 0.717 Data 0.001 top1 13.281 ( 12.630) top5 1.562 ( 1.042) | Test: [66][7/198] Time 0.716 Data 0.001 top1 12.500 ( 12.612) top5 3.125 ( 1.339) | Test: [66][8/198] Time 0.718 Data 0.001 top1 10.938 ( 12.402) top5 1.562 ( 1.367) | Test: [66][9/198] Time 0.718 Data 0.001 top1 11.719 ( 12.326) top5 2.344 ( 1.476) | Test: [66][10/198] Time 0.713 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 1.641) | Test: [66][11/198] Time 0.722 Data 0.001 top1 15.625 ( 12.784) top5 0.781 ( 1.562) | Test: [66][12/198] Time 0.719 Data 0.001 top1 13.281 ( 12.826) top5 4.688 ( 1.823) | Test: [66][13/198] Time 0.721 Data 0.001 top1 9.375 ( 12.560) top5 2.344 ( 1.863) | Test: [66][14/198] Time 0.728 Data 0.001 top1 10.938 ( 12.444) top5 2.344 ( 1.897) | Test: [66][15/198] Time 0.719 Data 0.001 top1 11.719 ( 12.396) top5 1.562 ( 1.875) | Test: [66][16/198] Time 0.721 Data 0.001 top1 17.188 ( 12.695) top5 7.031 ( 2.197) | Test: [66][17/198] Time 0.717 Data 0.001 top1 10.156 ( 12.546) top5 3.906 ( 2.298) | Test: [66][18/198] Time 0.724 Data 0.001 top1 10.156 ( 12.413) top5 1.562 ( 2.257) | Test: [66][19/198] Time 0.730 Data 0.001 top1 18.750 ( 12.747) top5 3.125 ( 2.303) | Test: [66][20/198] Time 0.735 Data 0.001 top1 13.281 ( 12.773) top5 3.906 ( 2.383) | Test: [66][21/198] Time 0.743 Data 0.001 top1 10.156 ( 12.649) top5 2.344 ( 2.381) | Test: [66][22/198] Time 0.733 Data 0.001 top1 12.500 ( 12.642) top5 2.344 ( 2.379) | Test: [66][23/198] Time 0.732 Data 0.001 top1 10.938 ( 12.568) top5 2.344 ( 2.378) | Test: [66][24/198] Time 0.718 Data 0.001 top1 16.406 ( 12.728) top5 4.688 ( 2.474) | Test: [66][25/198] Time 0.728 Data 0.001 top1 12.500 ( 12.719) top5 1.562 ( 2.438) | Test: [66][26/198] Time 0.729 Data 0.001 top1 7.812 ( 12.530) top5 0.781 ( 2.374) | Test: [66][27/198] Time 0.719 Data 0.001 top1 8.594 ( 12.384) top5 0.781 ( 2.315) | Test: [66][28/198] Time 0.720 Data 0.001 top1 13.281 ( 12.416) top5 3.125 ( 2.344) | Test: [66][29/198] Time 0.735 Data 0.001 top1 17.188 ( 12.581) top5 0.781 ( 2.290) | Test: [66][30/198] Time 0.733 Data 0.001 top1 16.406 ( 12.708) top5 1.562 ( 2.266) | Test: [66][31/198] Time 0.751 Data 0.001 top1 13.281 ( 12.727) top5 4.688 ( 2.344) | Test: [66][32/198] Time 0.719 Data 0.001 top1 11.719 ( 12.695) top5 0.000 ( 2.271) | Test: [66][33/198] Time 0.714 Data 0.001 top1 18.750 ( 12.879) top5 0.781 ( 2.225) | Test: [66][34/198] Time 0.724 Data 0.001 top1 9.375 ( 12.776) top5 2.344 ( 2.229) | Test: [66][35/198] Time 0.717 Data 0.001 top1 10.156 ( 12.701) top5 1.562 ( 2.210) | Test: [66][36/198] Time 0.718 Data 0.001 top1 10.156 ( 12.630) top5 2.344 ( 2.214) | Test: [66][37/198] Time 0.722 Data 0.001 top1 9.375 ( 12.542) top5 3.125 ( 2.238) | Test: [66][38/198] Time 0.730 Data 0.001 top1 16.406 ( 12.644) top5 3.125 ( 2.262) | Test: [66][39/198] Time 0.716 Data 0.000 top1 10.938 ( 12.600) top5 2.344 ( 2.264) | Test: [66][40/198] Time 0.719 Data 0.001 top1 9.375 ( 12.520) top5 2.344 ( 2.266) | Test: [66][41/198] Time 0.709 Data 0.001 top1 7.031 ( 12.386) top5 0.000 ( 2.210) | Test: [66][42/198] Time 0.719 Data 0.001 top1 17.188 ( 12.500) top5 3.125 ( 2.232) | Test: [66][43/198] Time 0.716 Data 0.001 top1 16.406 ( 12.591) top5 3.125 ( 2.253) | Test: [66][44/198] Time 0.712 Data 0.001 top1 12.500 ( 12.589) top5 3.125 ( 2.273) | Test: [66][45/198] Time 0.722 Data 0.001 top1 10.156 ( 12.535) top5 2.344 ( 2.274) | Test: [66][46/198] Time 0.735 Data 0.001 top1 12.500 ( 12.534) top5 1.562 ( 2.259) | Test: [66][47/198] Time 0.720 Data 0.001 top1 19.531 ( 12.683) top5 4.688 ( 2.311) | Test: [66][48/198] Time 0.718 Data 0.001 top1 10.938 ( 12.646) top5 3.125 ( 2.327) | Test: [66][49/198] Time 0.722 Data 0.001 top1 7.812 ( 12.548) top5 0.000 ( 2.280) | Test: [66][50/198] Time 0.729 Data 0.001 top1 11.719 ( 12.531) top5 2.344 ( 2.281) | Test: [66][51/198] Time 0.744 Data 0.001 top1 15.625 ( 12.592) top5 3.125 ( 2.298) | Test: [66][52/198] Time 0.730 Data 0.000 top1 16.406 ( 12.665) top5 1.562 ( 2.284) | Test: [66][53/198] Time 0.720 Data 0.001 top1 16.406 ( 12.736) top5 3.906 ( 2.314) | Test: [66][54/198] Time 0.729 Data 0.001 top1 8.594 ( 12.659) top5 0.781 ( 2.286) | Test: [66][55/198] Time 0.727 Data 0.001 top1 11.719 ( 12.642) top5 0.781 ( 2.259) | Test: [66][56/198] Time 0.732 Data 0.000 top1 17.969 ( 12.737) top5 3.125 ( 2.274) | Test: [66][57/198] Time 0.727 Data 0.000 top1 13.281 ( 12.747) top5 0.781 ( 2.248) | Test: [66][58/198] Time 0.736 Data 0.000 top1 12.500 ( 12.742) top5 3.125 ( 2.263) | Test: [66][59/198] Time 0.728 Data 0.001 top1 5.469 ( 12.619) top5 1.562 ( 2.251) | Test: [66][60/198] Time 0.712 Data 0.001 top1 14.062 ( 12.643) top5 1.562 ( 2.240) | Test: [66][61/198] Time 0.716 Data 0.001 top1 12.500 ( 12.641) top5 2.344 ( 2.241) | Test: [66][62/198] Time 0.717 Data 0.001 top1 14.062 ( 12.664) top5 4.688 ( 2.281) | Test: [66][63/198] Time 0.741 Data 0.001 top1 17.969 ( 12.748) top5 4.688 ( 2.319) | Test: [66][64/198] Time 0.737 Data 0.001 top1 13.281 ( 12.756) top5 3.906 ( 2.344) | Test: [66][65/198] Time 0.718 Data 0.001 top1 10.938 ( 12.728) top5 2.344 ( 2.344) | Test: [66][66/198] Time 0.715 Data 0.001 top1 11.719 ( 12.713) top5 2.344 ( 2.344) | Test: [66][67/198] Time 0.717 Data 0.001 top1 10.938 ( 12.687) top5 3.906 ( 2.367) | Test: [66][68/198] Time 0.714 Data 0.001 top1 11.719 ( 12.672) top5 1.562 ( 2.355) | Test: [66][69/198] Time 0.716 Data 0.001 top1 13.281 ( 12.681) top5 0.000 ( 2.321) | Test: [66][70/198] Time 0.725 Data 0.004 top1 13.281 ( 12.690) top5 0.781 ( 2.299) | Test: [66][71/198] Time 0.714 Data 0.001 top1 14.062 ( 12.709) top5 1.562 ( 2.289) | Test: [66][72/198] Time 0.718 Data 0.001 top1 14.062 ( 12.728) top5 0.781 ( 2.268) | Test: [66][73/198] Time 0.734 Data 0.001 top1 11.719 ( 12.714) top5 2.344 ( 2.269) | Test: [66][74/198] Time 0.719 Data 0.001 top1 10.156 ( 12.679) top5 2.344 ( 2.270) | Test: [66][75/198] Time 0.723 Data 0.001 top1 14.844 ( 12.708) top5 3.125 ( 2.281) | Test: [66][76/198] Time 0.726 Data 0.001 top1 7.812 ( 12.644) top5 1.562 ( 2.272) | Test: [66][77/198] Time 0.720 Data 0.000 top1 10.156 ( 12.612) top5 3.125 ( 2.283) | Test: [66][78/198] Time 0.717 Data 0.000 top1 10.938 ( 12.590) top5 1.562 ( 2.274) | Test: [66][79/198] Time 0.726 Data 0.001 top1 10.938 ( 12.569) top5 3.125 ( 2.284) | Test: [66][80/198] Time 0.720 Data 0.001 top1 7.031 ( 12.500) top5 0.781 ( 2.266) | Test: [66][81/198] Time 0.733 Data 0.001 top1 9.375 ( 12.461) top5 4.688 ( 2.296) | Test: [66][82/198] Time 0.724 Data 0.001 top1 8.594 ( 12.414) top5 2.344 ( 2.296) | Test: [66][83/198] Time 0.724 Data 0.001 top1 11.719 ( 12.406) top5 1.562 ( 2.287) | Test: [66][84/198] Time 0.718 Data 0.001 top1 8.594 ( 12.360) top5 0.781 ( 2.269) | Test: [66][85/198] Time 0.720 Data 0.001 top1 11.719 ( 12.353) top5 2.344 ( 2.270) | Test: [66][86/198] Time 0.712 Data 0.001 top1 10.938 ( 12.336) top5 0.781 ( 2.253) | Test: [66][87/198] Time 0.714 Data 0.001 top1 12.500 ( 12.338) top5 3.125 ( 2.263) | Test: [66][88/198] Time 0.720 Data 0.001 top1 14.062 ( 12.358) top5 2.344 ( 2.264) | Test: [66][89/198] Time 0.721 Data 0.001 top1 10.938 ( 12.342) top5 0.781 ( 2.247) | Test: [66][90/198] Time 0.716 Data 0.001 top1 12.500 ( 12.344) top5 2.344 ( 2.248) | Test: [66][91/198] Time 0.714 Data 0.001 top1 14.844 ( 12.371) top5 1.562 ( 2.241) | Test: [66][92/198] Time 0.722 Data 0.001 top1 10.156 ( 12.347) top5 1.562 ( 2.233) | Test: [66][93/198] Time 0.719 Data 0.001 top1 14.062 ( 12.366) top5 1.562 ( 2.226) | Test: [66][94/198] Time 0.718 Data 0.001 top1 10.938 ( 12.350) top5 5.469 ( 2.261) | Test: [66][95/198] Time 0.731 Data 0.001 top1 14.844 ( 12.377) top5 2.344 ( 2.262) | Test: [66][96/198] Time 0.721 Data 0.001 top1 11.719 ( 12.370) top5 1.562 ( 2.254) | Test: [66][97/198] Time 0.736 Data 0.001 top1 11.719 ( 12.363) top5 0.781 ( 2.239) | Test: [66][98/198] Time 0.728 Data 0.001 top1 11.719 ( 12.357) top5 3.125 ( 2.248) | Test: [66][99/198] Time 0.716 Data 0.001 top1 10.938 ( 12.342) top5 2.344 ( 2.249) | Test: [66][100/198] Time 0.716 Data 0.001 top1 9.375 ( 12.312) top5 2.344 ( 2.250) | Test: [66][101/198] Time 0.720 Data 0.001 top1 9.375 ( 12.283) top5 2.344 ( 2.251) | Test: [66][102/198] Time 0.717 Data 0.001 top1 7.031 ( 12.232) top5 1.562 ( 2.244) | Test: [66][103/198] Time 0.735 Data 0.001 top1 9.375 ( 12.204) top5 1.562 ( 2.238) | Test: [66][104/198] Time 0.737 Data 0.001 top1 12.500 ( 12.207) top5 0.781 ( 2.224) | Test: [66][105/198] Time 0.722 Data 0.002 top1 14.844 ( 12.232) top5 4.688 ( 2.247) | Test: [66][106/198] Time 0.721 Data 0.001 top1 14.062 ( 12.249) top5 3.906 ( 2.263) | Test: [66][107/198] Time 0.713 Data 0.001 top1 10.156 ( 12.230) top5 0.781 ( 2.249) | Test: [66][108/198] Time 0.727 Data 0.001 top1 16.406 ( 12.269) top5 3.125 ( 2.257) | Test: [66][109/198] Time 0.717 Data 0.001 top1 10.156 ( 12.249) top5 2.344 ( 2.258) | Test: [66][110/198] Time 0.720 Data 0.001 top1 9.375 ( 12.223) top5 4.688 ( 2.280) | Test: [66][111/198] Time 0.718 Data 0.001 top1 16.406 ( 12.261) top5 1.562 ( 2.273) | Test: [66][112/198] Time 0.719 Data 0.001 top1 17.969 ( 12.312) top5 7.812 ( 2.323) | Test: [66][113/198] Time 0.732 Data 0.001 top1 10.938 ( 12.300) top5 1.562 ( 2.316) | Test: [66][114/198] Time 0.720 Data 0.000 top1 11.719 ( 12.294) top5 0.781 ( 2.303) | Test: [66][115/198] Time 0.723 Data 0.001 top1 15.625 ( 12.323) top5 3.125 ( 2.310) | Test: [66][116/198] Time 0.721 Data 0.000 top1 12.500 ( 12.325) top5 3.125 ( 2.317) | Test: [66][117/198] Time 0.727 Data 0.000 top1 10.156 ( 12.306) top5 0.781 ( 2.304) | Test: [66][118/198] Time 0.722 Data 0.000 top1 12.500 ( 12.308) top5 2.344 ( 2.304) | Test: [66][119/198] Time 0.728 Data 0.001 top1 9.375 ( 12.283) top5 1.562 ( 2.298) | Test: [66][120/198] Time 0.720 Data 0.001 top1 14.844 ( 12.305) top5 2.344 ( 2.298) | Test: [66][121/198] Time 0.716 Data 0.001 top1 14.062 ( 12.319) top5 4.688 ( 2.318) | Test: [66][122/198] Time 0.721 Data 0.001 top1 12.500 ( 12.321) top5 2.344 ( 2.318) | Test: [66][123/198] Time 0.715 Data 0.001 top1 18.750 ( 12.373) top5 1.562 ( 2.312) | Test: [66][124/198] Time 0.729 Data 0.001 top1 10.938 ( 12.361) top5 3.906 ( 2.325) | Test: [66][125/198] Time 0.732 Data 0.001 top1 10.156 ( 12.344) top5 1.562 ( 2.319) | Test: [66][126/198] Time 0.737 Data 0.001 top1 13.281 ( 12.351) top5 0.781 ( 2.307) | Test: [66][127/198] Time 0.739 Data 0.001 top1 11.719 ( 12.346) top5 0.781 ( 2.295) | Test: [66][128/198] Time 0.719 Data 0.001 top1 10.156 ( 12.329) top5 3.125 ( 2.301) | Test: [66][129/198] Time 0.724 Data 0.001 top1 11.719 ( 12.324) top5 3.125 ( 2.307) | Test: [66][130/198] Time 0.717 Data 0.001 top1 7.812 ( 12.290) top5 2.344 ( 2.308) | Test: [66][131/198] Time 0.720 Data 0.001 top1 13.281 ( 12.297) top5 3.125 ( 2.314) | Test: [66][132/198] Time 0.718 Data 0.001 top1 14.844 ( 12.317) top5 4.688 ( 2.332) | Test: [66][133/198] Time 0.717 Data 0.001 top1 8.594 ( 12.289) top5 3.125 ( 2.338) | Test: [66][134/198] Time 0.725 Data 0.001 top1 14.062 ( 12.302) top5 3.906 ( 2.350) | Test: [66][135/198] Time 0.732 Data 0.001 top1 13.281 ( 12.309) top5 2.344 ( 2.350) | Test: [66][136/198] Time 0.735 Data 0.001 top1 13.281 ( 12.316) top5 2.344 ( 2.349) | Test: [66][137/198] Time 0.747 Data 0.001 top1 16.406 ( 12.346) top5 2.344 ( 2.349) | Test: [66][138/198] Time 0.727 Data 0.001 top1 19.531 ( 12.398) top5 3.125 ( 2.355) | Test: [66][139/198] Time 0.726 Data 0.001 top1 17.969 ( 12.438) top5 2.344 ( 2.355) | Test: [66][140/198] Time 0.714 Data 0.001 top1 13.281 ( 12.444) top5 4.688 ( 2.372) | Test: [66][141/198] Time 0.730 Data 0.000 top1 10.156 ( 12.428) top5 3.125 ( 2.377) | Test: [66][142/198] Time 0.720 Data 0.001 top1 10.938 ( 12.417) top5 3.906 ( 2.388) | Test: [66][143/198] Time 0.728 Data 0.001 top1 11.719 ( 12.413) top5 2.344 ( 2.387) | Test: [66][144/198] Time 0.712 Data 0.001 top1 11.719 ( 12.408) top5 4.688 ( 2.403) | Test: [66][145/198] Time 0.737 Data 0.001 top1 15.625 ( 12.430) top5 3.125 ( 2.408) | Test: [66][146/198] Time 0.735 Data 0.001 top1 16.406 ( 12.457) top5 4.688 ( 2.424) | Test: [66][147/198] Time 0.733 Data 0.001 top1 14.062 ( 12.468) top5 3.125 ( 2.429) | Test: [66][148/198] Time 0.732 Data 0.000 top1 13.281 ( 12.474) top5 4.688 ( 2.444) | Test: [66][149/198] Time 0.721 Data 0.001 top1 13.281 ( 12.479) top5 3.125 ( 2.449) | Test: [66][150/198] Time 0.724 Data 0.001 top1 11.719 ( 12.474) top5 3.125 ( 2.453) | Test: [66][151/198] Time 0.717 Data 0.001 top1 7.812 ( 12.443) top5 1.562 ( 2.447) | Test: [66][152/198] Time 0.729 Data 0.001 top1 9.375 ( 12.423) top5 0.000 ( 2.431) | Test: [66][153/198] Time 0.733 Data 0.001 top1 12.500 ( 12.423) top5 4.688 ( 2.446) | Test: [66][154/198] Time 0.734 Data 0.001 top1 7.031 ( 12.388) top5 1.562 ( 2.440) | Test: [66][155/198] Time 0.736 Data 0.001 top1 17.969 ( 12.424) top5 3.906 ( 2.450) | Test: [66][156/198] Time 0.734 Data 0.000 top1 13.281 ( 12.430) top5 2.344 ( 2.449) | Test: [66][157/198] Time 0.722 Data 0.001 top1 9.375 ( 12.410) top5 3.125 ( 2.453) | Test: [66][158/198] Time 0.714 Data 0.001 top1 14.062 ( 12.421) top5 3.906 ( 2.462) | Test: [66][159/198] Time 0.718 Data 0.001 top1 10.938 ( 12.412) top5 2.344 ( 2.462) | Test: [66][160/198] Time 0.722 Data 0.000 top1 8.594 ( 12.388) top5 3.906 ( 2.471) | Test: [66][161/198] Time 0.722 Data 0.001 top1 8.594 ( 12.364) top5 2.344 ( 2.470) | Test: [66][162/198] Time 0.727 Data 0.001 top1 11.719 ( 12.360) top5 1.562 ( 2.464) | Test: [66][163/198] Time 0.715 Data 0.001 top1 10.938 ( 12.351) top5 3.906 ( 2.473) | Test: [66][164/198] Time 0.721 Data 0.001 top1 10.938 ( 12.343) top5 1.562 ( 2.468) | Test: [66][165/198] Time 0.722 Data 0.001 top1 16.406 ( 12.367) top5 2.344 ( 2.467) | Test: [66][166/198] Time 0.739 Data 0.001 top1 14.062 ( 12.378) top5 2.344 ( 2.466) | Test: [66][167/198] Time 0.739 Data 0.006 top1 8.594 ( 12.355) top5 0.000 ( 2.451) | Test: [66][168/198] Time 0.732 Data 0.001 top1 10.938 ( 12.347) top5 3.125 ( 2.455) | Test: [66][169/198] Time 0.728 Data 0.001 top1 11.719 ( 12.343) top5 0.000 ( 2.441) | Test: [66][170/198] Time 0.719 Data 0.001 top1 12.500 ( 12.344) top5 3.125 ( 2.445) | Test: [66][171/198] Time 0.726 Data 0.001 top1 14.062 ( 12.354) top5 1.562 ( 2.440) | Test: [66][172/198] Time 0.716 Data 0.001 top1 14.062 ( 12.364) top5 3.125 ( 2.444) | Test: [66][173/198] Time 0.719 Data 0.001 top1 17.969 ( 12.396) top5 4.688 ( 2.457) | Test: [66][174/198] Time 0.717 Data 0.001 top1 10.938 ( 12.388) top5 2.344 ( 2.456) | Test: [66][175/198] Time 0.741 Data 0.001 top1 8.594 ( 12.366) top5 2.344 ( 2.455) | Test: [66][176/198] Time 0.722 Data 0.000 top1 14.062 ( 12.376) top5 3.125 ( 2.459) | Test: [66][177/198] Time 0.733 Data 0.000 top1 14.062 ( 12.385) top5 4.688 ( 2.472) | Test: [66][178/198] Time 0.736 Data 0.001 top1 8.594 ( 12.364) top5 1.562 ( 2.467) | Test: [66][179/198] Time 0.723 Data 0.001 top1 17.969 ( 12.395) top5 4.688 ( 2.479) | Test: [66][180/198] Time 0.715 Data 0.001 top1 11.719 ( 12.391) top5 0.781 ( 2.470) | Test: [66][181/198] Time 0.730 Data 0.001 top1 14.844 ( 12.405) top5 3.125 ( 2.473) | Test: [66][182/198] Time 0.713 Data 0.001 top1 14.844 ( 12.418) top5 3.906 ( 2.481) | Test: [66][183/198] Time 0.739 Data 0.001 top1 9.375 ( 12.402) top5 0.781 ( 2.472) | Test: [66][184/198] Time 0.727 Data 0.001 top1 14.844 ( 12.415) top5 3.906 ( 2.480) | Test: [66][185/198] Time 0.738 Data 0.001 top1 9.375 ( 12.399) top5 2.344 ( 2.479) | Test: [66][186/198] Time 0.733 Data 0.001 top1 11.719 ( 12.395) top5 3.906 ( 2.487) | Test: [66][187/198] Time 0.735 Data 0.001 top1 10.156 ( 12.383) top5 0.781 ( 2.477) | Test: [66][188/198] Time 0.718 Data 0.000 top1 11.719 ( 12.379) top5 1.562 ( 2.473) | Test: [66][189/198] Time 0.738 Data 0.000 top1 15.625 ( 12.397) top5 2.344 ( 2.472) | Test: [66][190/198] Time 0.734 Data 0.001 top1 10.156 ( 12.385) top5 4.688 ( 2.484) | Test: [66][191/198] Time 0.735 Data 0.000 top1 11.719 ( 12.381) top5 3.125 ( 2.487) | Test: [66][192/198] Time 0.719 Data 0.000 top1 8.594 ( 12.362) top5 2.344 ( 2.486) | Test: [66][193/198] Time 0.718 Data 0.000 top1 10.938 ( 12.354) top5 1.562 ( 2.481) | Test: [66][194/198] Time 0.723 Data 0.000 top1 14.844 ( 12.367) top5 3.125 ( 2.485) | Test: [66][195/198] Time 0.715 Data 0.001 top1 13.281 ( 12.372) top5 1.562 ( 2.480) | Test: [66][196/198] Time 0.718 Data 0.000 top1 13.281 ( 12.376) top5 3.125 ( 2.483) | Test: [66][197/198] Time 0.260 Data 0.000 top1 5.882 ( 12.343) top5 0.000 ( 2.471) | Test: [66][198/198] Time 0.710 Data 0.000 top1 8.594 ( 12.325) top5 2.344 ( 2.470) * Finished epoch # 66 top1: 12.325 top5: 2.470 * Best model 12.324532085561 2.4700126262626 Epoch 67 => Training epoch # 67 | Epoch: [67][1/553] Time 4.851 Data 2.366 Err 0.3443 top1 9.375 top5 2.344 | Epoch: [67][2/553] Time 2.422 Data 0.001 Err 0.3369 top1 7.812 top5 3.906 | Epoch: [67][3/553] Time 2.431 Data 0.001 Err 0.3660 top1 9.375 top5 5.469 | Epoch: [67][4/553] Time 2.431 Data 0.001 Err 0.2595 top1 5.469 top5 1.562 | Epoch: [67][5/553] Time 2.428 Data 0.001 Err 0.3311 top1 8.594 top5 2.344 | Epoch: [67][6/553] Time 2.449 Data 0.001 Err 0.1820 top1 5.469 top5 1.562 | Epoch: [67][7/553] Time 2.429 Data 0.001 Err 0.2510 top1 8.594 top5 0.781 | Epoch: [67][8/553] Time 2.462 Data 0.001 Err 0.2808 top1 7.031 top5 3.906 | Epoch: [67][9/553] Time 2.469 Data 0.001 Err 0.2461 top1 7.812 top5 0.781 | Epoch: [67][10/553] Time 2.439 Data 0.001 Err 0.2815 top1 7.812 top5 3.125 | Epoch: [67][11/553] Time 2.425 Data 0.001 Err 0.2509 top1 7.031 top5 2.344 | Epoch: [67][12/553] Time 2.465 Data 0.001 Err 0.1551 top1 3.906 top5 0.000 | Epoch: [67][13/553] Time 2.458 Data 0.001 Err 0.2512 top1 4.688 top5 2.344 | Epoch: [67][14/553] Time 2.445 Data 0.001 Err 0.2100 top1 6.250 top5 0.781 | Epoch: [67][15/553] Time 2.441 Data 0.001 Err 0.2592 top1 6.250 top5 3.125 | Epoch: [67][16/553] Time 2.450 Data 0.001 Err 0.3706 top1 11.719 top5 1.562 | Epoch: [67][17/553] Time 2.429 Data 0.001 Err 0.1679 top1 5.469 top5 0.781 | Epoch: [67][18/553] Time 2.424 Data 0.001 Err 0.2076 top1 6.250 top5 0.000 | Epoch: [67][19/553] Time 2.436 Data 0.001 Err 0.2116 top1 5.469 top5 0.781 | Epoch: [67][20/553] Time 2.446 Data 0.001 Err 0.2352 top1 7.812 top5 0.781 | Epoch: [67][21/553] Time 2.463 Data 0.001 Err 0.3669 top1 8.594 top5 3.125 | Epoch: [67][22/553] Time 2.433 Data 0.001 Err 0.2226 top1 4.688 top5 2.344 | Epoch: [67][23/553] Time 2.438 Data 0.001 Err 0.3784 top1 10.156 top5 4.688 | Epoch: [67][24/553] Time 2.455 Data 0.001 Err 0.2765 top1 7.812 top5 2.344 | Epoch: [67][25/553] Time 2.466 Data 0.000 Err 0.3898 top1 10.938 top5 3.125 | Epoch: [67][26/553] Time 2.439 Data 0.000 Err 0.2856 top1 7.812 top5 1.562 | Epoch: [67][27/553] Time 2.454 Data 0.001 Err 0.2953 top1 8.594 top5 3.906 | Epoch: [67][28/553] Time 2.431 Data 0.001 Err 0.0899 top1 2.344 top5 0.000 | Epoch: [67][29/553] Time 2.446 Data 0.001 Err 0.2788 top1 7.812 top5 3.125 | Epoch: [67][30/553] Time 2.440 Data 0.001 Err 0.1768 top1 3.906 top5 1.562 | Epoch: [67][31/553] Time 2.437 Data 0.001 Err 0.1212 top1 3.906 top5 0.000 | Epoch: [67][32/553] Time 2.496 Data 0.001 Err 0.2479 top1 4.688 top5 1.562 | Epoch: [67][33/553] Time 2.430 Data 0.001 Err 0.3200 top1 6.250 top5 2.344 | Epoch: [67][34/553] Time 2.437 Data 0.001 Err 0.1914 top1 6.250 top5 0.781 | Epoch: [67][35/553] Time 2.462 Data 0.001 Err 0.1188 top1 2.344 top5 0.000 | Epoch: [67][36/553] Time 2.437 Data 0.001 Err 0.3629 top1 8.594 top5 5.469 | Epoch: [67][37/553] Time 2.443 Data 0.001 Err 0.1883 top1 2.344 top5 1.562 | Epoch: [67][38/553] Time 2.430 Data 0.001 Err 0.1954 top1 5.469 top5 0.781 | Epoch: [67][39/553] Time 2.501 Data 0.001 Err 0.2351 top1 6.250 top5 0.781 | Epoch: [67][40/553] Time 2.446 Data 0.001 Err 0.2514 top1 8.594 top5 1.562 | Epoch: [67][41/553] Time 2.450 Data 0.001 Err 0.3680 top1 10.938 top5 3.125 | Epoch: [67][42/553] Time 2.454 Data 0.001 Err 0.2213 top1 4.688 top5 1.562 | Epoch: [67][43/553] Time 2.494 Data 0.001 Err 0.2525 top1 7.812 top5 2.344 | Epoch: [67][44/553] Time 2.464 Data 0.001 Err 0.3454 top1 10.156 top5 2.344 | Epoch: [67][45/553] Time 2.449 Data 0.001 Err 0.3143 top1 7.031 top5 3.125 | Epoch: [67][46/553] Time 2.453 Data 0.001 Err 0.2263 top1 4.688 top5 2.344 | Epoch: [67][47/553] Time 2.442 Data 0.001 Err 0.1762 top1 5.469 top5 0.781 | Epoch: [67][48/553] Time 2.450 Data 0.001 Err 0.3961 top1 10.938 top5 4.688 | Epoch: [67][49/553] Time 2.439 Data 0.001 Err 0.2214 top1 6.250 top5 1.562 | Epoch: [67][50/553] Time 2.457 Data 0.001 Err 0.2981 top1 7.812 top5 3.125 | Epoch: [67][51/553] Time 2.441 Data 0.001 Err 0.4016 top1 10.156 top5 3.906 | Epoch: [67][52/553] Time 2.473 Data 0.001 Err 0.4268 top1 11.719 top5 3.125 | Epoch: [67][53/553] Time 2.437 Data 0.001 Err 0.2283 top1 5.469 top5 1.562 | Epoch: [67][54/553] Time 2.459 Data 0.000 Err 0.3547 top1 11.719 top5 2.344 | Epoch: [67][55/553] Time 2.442 Data 0.000 Err 0.2786 top1 7.031 top5 1.562 | Epoch: [67][56/553] Time 2.436 Data 0.001 Err 0.2979 top1 7.031 top5 3.125 | Epoch: [67][57/553] Time 2.489 Data 0.001 Err 0.1423 top1 3.125 top5 0.781 | Epoch: [67][58/553] Time 2.443 Data 0.001 Err 0.1274 top1 3.125 top5 0.000 | Epoch: [67][59/553] Time 2.444 Data 0.001 Err 0.2933 top1 6.250 top5 2.344 | Epoch: [67][60/553] Time 2.439 Data 0.001 Err 0.2825 top1 7.812 top5 3.125 | Epoch: [67][61/553] Time 2.453 Data 0.001 Err 0.3551 top1 10.156 top5 3.125 | Epoch: [67][62/553] Time 2.445 Data 0.001 Err 0.2339 top1 6.250 top5 2.344 | Epoch: [67][63/553] Time 2.436 Data 0.001 Err 0.2703 top1 7.031 top5 1.562 | Epoch: [67][64/553] Time 2.499 Data 0.001 Err 0.3304 top1 11.719 top5 1.562 | Epoch: [67][65/553] Time 2.450 Data 0.001 Err 0.3136 top1 8.594 top5 3.906 | Epoch: [67][66/553] Time 2.449 Data 0.001 Err 0.1861 top1 4.688 top5 1.562 | Epoch: [67][67/553] Time 2.459 Data 0.001 Err 0.2221 top1 4.688 top5 1.562 | Epoch: [67][68/553] Time 2.438 Data 0.001 Err 0.3616 top1 10.938 top5 3.125 | Epoch: [67][69/553] Time 2.449 Data 0.001 Err 0.1926 top1 4.688 top5 0.781 | Epoch: [67][70/553] Time 2.450 Data 0.001 Err 0.0978 top1 3.906 top5 0.000 | Epoch: [67][71/553] Time 2.445 Data 0.001 Err 0.2073 top1 4.688 top5 0.781 | Epoch: [67][72/553] Time 2.442 Data 0.001 Err 0.1496 top1 3.906 top5 0.781 | Epoch: [67][73/553] Time 2.443 Data 0.001 Err 0.2370 top1 3.906 top5 1.562 | Epoch: [67][74/553] Time 2.463 Data 0.001 Err 0.3426 top1 7.812 top5 2.344 | Epoch: [67][75/553] Time 2.457 Data 0.000 Err 0.1799 top1 3.906 top5 1.562 | Epoch: [67][76/553] Time 2.439 Data 0.000 Err 0.3607 top1 8.594 top5 5.469 | Epoch: [67][77/553] Time 2.441 Data 0.001 Err 0.2073 top1 4.688 top5 1.562 | Epoch: [67][78/553] Time 2.451 Data 0.001 Err 0.2672 top1 8.594 top5 1.562 | Epoch: [67][79/553] Time 2.495 Data 0.001 Err 0.1667 top1 3.906 top5 1.562 | Epoch: [67][80/553] Time 2.446 Data 0.001 Err 0.2347 top1 4.688 top5 3.125 | Epoch: [67][81/553] Time 2.462 Data 0.001 Err 0.1375 top1 3.906 top5 0.000 | Epoch: [67][82/553] Time 2.440 Data 0.001 Err 0.1619 top1 3.906 top5 1.562 | Epoch: [67][83/553] Time 2.444 Data 0.001 Err 0.3070 top1 6.250 top5 3.125 | Epoch: [67][84/553] Time 2.443 Data 0.001 Err 0.2721 top1 6.250 top5 2.344 | Epoch: [67][85/553] Time 2.452 Data 0.001 Err 0.3321 top1 7.031 top5 3.125 | Epoch: [67][86/553] Time 2.486 Data 0.001 Err 0.2524 top1 4.688 top5 2.344 | Epoch: [67][87/553] Time 2.440 Data 0.001 Err 0.2829 top1 7.812 top5 3.125 | Epoch: [67][88/553] Time 2.445 Data 0.001 Err 0.2456 top1 6.250 top5 3.125 | Epoch: [67][89/553] Time 2.438 Data 0.001 Err 0.1667 top1 3.125 top5 1.562 | Epoch: [67][90/553] Time 2.434 Data 0.001 Err 0.2107 top1 5.469 top5 2.344 | Epoch: [67][91/553] Time 2.441 Data 0.001 Err 0.2539 top1 7.031 top5 1.562 | Epoch: [67][92/553] Time 2.467 Data 0.001 Err 0.1713 top1 3.125 top5 1.562 | Epoch: [67][93/553] Time 2.450 Data 0.001 Err 0.1682 top1 3.125 top5 0.000 | Epoch: [67][94/553] Time 2.448 Data 0.001 Err 0.2330 top1 7.031 top5 0.000 | Epoch: [67][95/553] Time 2.461 Data 0.001 Err 0.4615 top1 12.500 top5 6.250 | Epoch: [67][96/553] Time 2.474 Data 0.001 Err 0.2809 top1 6.250 top5 3.125 | Epoch: [67][97/553] Time 2.446 Data 0.001 Err 0.2560 top1 6.250 top5 1.562 | Epoch: [67][98/553] Time 2.442 Data 0.001 Err 0.1565 top1 6.250 top5 0.781 | Epoch: [67][99/553] Time 2.443 Data 0.001 Err 0.1188 top1 2.344 top5 0.000 | Epoch: [67][100/553] Time 2.474 Data 0.001 Err 0.2785 top1 7.031 top5 2.344 | Epoch: [67][101/553] Time 2.435 Data 0.001 Err 0.2817 top1 7.812 top5 1.562 | Epoch: [67][102/553] Time 2.433 Data 0.001 Err 0.2468 top1 7.031 top5 0.781 | Epoch: [67][103/553] Time 2.471 Data 0.001 Err 0.3094 top1 7.031 top5 2.344 | Epoch: [67][104/553] Time 2.464 Data 0.001 Err 0.1923 top1 5.469 top5 0.781 | Epoch: [67][105/553] Time 2.477 Data 0.001 Err 0.3007 top1 8.594 top5 1.562 | Epoch: [67][106/553] Time 2.503 Data 0.001 Err 0.3137 top1 7.031 top5 3.906 | Epoch: [67][107/553] Time 2.438 Data 0.001 Err 0.3060 top1 8.594 top5 2.344 | Epoch: [67][108/553] Time 2.477 Data 0.001 Err 0.2118 top1 5.469 top5 1.562 | Epoch: [67][109/553] Time 2.447 Data 0.001 Err 0.3855 top1 10.156 top5 3.906 | Epoch: [67][110/553] Time 2.451 Data 0.001 Err 0.2659 top1 6.250 top5 3.125 | Epoch: [67][111/553] Time 2.474 Data 0.001 Err 0.2566 top1 8.594 top5 1.562 | Epoch: [67][112/553] Time 2.478 Data 0.001 Err 0.2284 top1 6.250 top5 0.781 | Epoch: [67][113/553] Time 2.482 Data 0.000 Err 0.2653 top1 7.031 top5 1.562 | Epoch: [67][114/553] Time 2.446 Data 0.001 Err 0.2449 top1 6.250 top5 1.562 | Epoch: [67][115/553] Time 2.485 Data 0.001 Err 0.4200 top1 10.938 top5 3.125 | Epoch: [67][116/553] Time 2.483 Data 0.001 Err 0.3117 top1 6.250 top5 3.125 | Epoch: [67][117/553] Time 2.438 Data 0.001 Err 0.3376 top1 9.375 top5 2.344 | Epoch: [67][118/553] Time 2.443 Data 0.001 Err 0.4018 top1 11.719 top5 2.344 | Epoch: [67][119/553] Time 2.446 Data 0.001 Err 0.1831 top1 3.906 top5 0.781 | Epoch: [67][120/553] Time 2.489 Data 0.001 Err 0.2517 top1 8.594 top5 0.781 | Epoch: [67][121/553] Time 2.464 Data 0.000 Err 0.3012 top1 7.812 top5 3.125 | Epoch: [67][122/553] Time 2.445 Data 0.001 Err 0.1804 top1 4.688 top5 1.562 | Epoch: [67][123/553] Time 2.429 Data 0.001 Err 0.1695 top1 3.125 top5 0.781 | Epoch: [67][124/553] Time 2.471 Data 0.001 Err 0.1866 top1 3.906 top5 0.781 | Epoch: [67][125/553] Time 2.452 Data 0.001 Err 0.1455 top1 3.906 top5 0.781 | Epoch: [67][126/553] Time 2.485 Data 0.001 Err 0.2461 top1 7.812 top5 0.781 | Epoch: [67][127/553] Time 2.453 Data 0.001 Err 0.2500 top1 6.250 top5 0.781 | Epoch: [67][128/553] Time 2.478 Data 0.004 Err 0.2407 top1 8.594 top5 0.781 | Epoch: [67][129/553] Time 2.496 Data 0.000 Err 0.5535 top1 10.156 top5 7.031 | Epoch: [67][130/553] Time 2.432 Data 0.001 Err 0.2327 top1 4.688 top5 1.562 | Epoch: [67][131/553] Time 2.449 Data 0.001 Err 0.3335 top1 9.375 top5 3.125 | Epoch: [67][132/553] Time 2.450 Data 0.001 Err 0.2275 top1 8.594 top5 0.781 | Epoch: [67][133/553] Time 2.482 Data 0.000 Err 0.2747 top1 7.031 top5 1.562 | Epoch: [67][134/553] Time 2.478 Data 0.001 Err 0.1399 top1 3.906 top5 1.562 | Epoch: [67][135/553] Time 2.477 Data 0.001 Err 0.3134 top1 7.812 top5 3.125 | Epoch: [67][136/553] Time 2.484 Data 0.001 Err 0.1792 top1 3.906 top5 0.781 | Epoch: [67][137/553] Time 2.452 Data 0.001 Err 0.1692 top1 3.125 top5 0.781 | Epoch: [67][138/553] Time 2.483 Data 0.001 Err 0.2446 top1 4.688 top5 1.562 | Epoch: [67][139/553] Time 2.485 Data 0.001 Err 0.2640 top1 6.250 top5 2.344 | Epoch: [67][140/553] Time 2.467 Data 0.000 Err 0.3307 top1 7.812 top5 2.344 | Epoch: [67][141/553] Time 2.436 Data 0.001 Err 0.3204 top1 6.250 top5 1.562 | Epoch: [67][142/553] Time 2.439 Data 0.000 Err 0.2194 top1 7.031 top5 1.562 | Epoch: [67][143/553] Time 2.469 Data 0.001 Err 0.3006 top1 9.375 top5 1.562 | Epoch: [67][144/553] Time 2.473 Data 0.001 Err 0.3401 top1 8.594 top5 2.344 | Epoch: [67][145/553] Time 2.443 Data 0.001 Err 0.2840 top1 7.031 top5 2.344 | Epoch: [67][146/553] Time 2.447 Data 0.001 Err 0.2732 top1 7.031 top5 1.562 | Epoch: [67][147/553] Time 2.468 Data 0.001 Err 0.3888 top1 9.375 top5 2.344 | Epoch: [67][148/553] Time 2.467 Data 0.001 Err 0.2325 top1 7.812 top5 0.000 | Epoch: [67][149/553] Time 2.449 Data 0.001 Err 0.3599 top1 10.938 top5 2.344 | Epoch: [67][150/553] Time 2.437 Data 0.001 Err 0.2762 top1 6.250 top5 2.344 | Epoch: [67][151/553] Time 2.478 Data 0.001 Err 0.3789 top1 10.156 top5 2.344 | Epoch: [67][152/553] Time 2.464 Data 0.001 Err 0.3589 top1 9.375 top5 2.344 | Epoch: [67][153/553] Time 2.438 Data 0.001 Err 0.2589 top1 7.812 top5 2.344 | Epoch: [67][154/553] Time 2.473 Data 0.001 Err 0.2335 top1 5.469 top5 2.344 | Epoch: [67][155/553] Time 2.459 Data 0.001 Err 0.1860 top1 6.250 top5 0.000 | Epoch: [67][156/553] Time 2.441 Data 0.001 Err 0.1658 top1 5.469 top5 0.000 | Epoch: [67][157/553] Time 2.447 Data 0.001 Err 0.2779 top1 6.250 top5 2.344 | Epoch: [67][158/553] Time 2.436 Data 0.001 Err 0.4228 top1 7.812 top5 4.688 | Epoch: [67][159/553] Time 2.467 Data 0.001 Err 0.2441 top1 6.250 top5 3.125 | Epoch: [67][160/553] Time 2.466 Data 0.000 Err 0.2132 top1 4.688 top5 2.344 | Epoch: [67][161/553] Time 2.440 Data 0.001 Err 0.4126 top1 10.156 top5 4.688 | Epoch: [67][162/553] Time 2.447 Data 0.001 Err 0.2485 top1 7.031 top5 2.344 | Epoch: [67][163/553] Time 2.440 Data 0.001 Err 0.3137 top1 7.031 top5 3.125 | Epoch: [67][164/553] Time 2.465 Data 0.001 Err 0.2698 top1 7.031 top5 1.562 | Epoch: [67][165/553] Time 2.442 Data 0.001 Err 0.1430 top1 3.125 top5 0.000 | Epoch: [67][166/553] Time 2.440 Data 0.001 Err 0.3477 top1 9.375 top5 3.125 | Epoch: [67][167/553] Time 2.437 Data 0.001 Err 0.2052 top1 3.906 top5 0.781 | Epoch: [67][168/553] Time 2.459 Data 0.001 Err 0.1854 top1 7.031 top5 1.562 | Epoch: [67][169/553] Time 2.491 Data 0.001 Err 0.3455 top1 7.031 top5 3.906 | Epoch: [67][170/553] Time 2.457 Data 0.001 Err 0.1585 top1 4.688 top5 0.781 | Epoch: [67][171/553] Time 2.446 Data 0.001 Err 0.1519 top1 3.125 top5 1.562 | Epoch: [67][172/553] Time 2.441 Data 0.001 Err 0.1693 top1 3.906 top5 1.562 | Epoch: [67][173/553] Time 2.438 Data 0.001 Err 0.1947 top1 5.469 top5 1.562 | Epoch: [67][174/553] Time 2.446 Data 0.001 Err 0.2427 top1 6.250 top5 3.125 | Epoch: [67][175/553] Time 2.435 Data 0.001 Err 0.2686 top1 7.031 top5 2.344 | Epoch: [67][176/553] Time 2.438 Data 0.001 Err 0.2411 top1 6.250 top5 0.781 | Epoch: [67][177/553] Time 2.488 Data 0.000 Err 0.3825 top1 11.719 top5 2.344 | Epoch: [67][178/553] Time 2.501 Data 0.001 Err 0.2425 top1 7.812 top5 1.562 | Epoch: [67][179/553] Time 2.442 Data 0.001 Err 0.2581 top1 7.031 top5 1.562 | Epoch: [67][180/553] Time 2.506 Data 0.000 Err 0.2200 top1 3.906 top5 3.125 | Epoch: [67][181/553] Time 2.441 Data 0.001 Err 0.2814 top1 9.375 top5 1.562 | Epoch: [67][182/553] Time 2.464 Data 0.001 Err 0.2522 top1 7.031 top5 2.344 | Epoch: [67][183/553] Time 2.440 Data 0.000 Err 0.2286 top1 3.906 top5 0.781 | Epoch: [67][184/553] Time 2.508 Data 0.001 Err 0.3108 top1 9.375 top5 1.562 | Epoch: [67][185/553] Time 2.474 Data 0.001 Err 0.2253 top1 5.469 top5 1.562 | Epoch: [67][186/553] Time 2.473 Data 0.001 Err 0.1399 top1 3.125 top5 0.781 | Epoch: [67][187/553] Time 2.487 Data 0.001 Err 0.1367 top1 3.125 top5 0.781 | Epoch: [67][188/553] Time 2.500 Data 0.001 Err 0.3068 top1 9.375 top5 2.344 | Epoch: [67][189/553] Time 2.475 Data 0.001 Err 0.1565 top1 4.688 top5 0.000 | Epoch: [67][190/553] Time 2.444 Data 0.001 Err 0.2683 top1 6.250 top5 1.562 | Epoch: [67][191/553] Time 2.508 Data 0.001 Err 0.2995 top1 8.594 top5 2.344 | Epoch: [67][192/553] Time 2.441 Data 0.000 Err 0.2091 top1 5.469 top5 0.781 | Epoch: [67][193/553] Time 2.439 Data 0.001 Err 0.3179 top1 7.812 top5 2.344 | Epoch: [67][194/553] Time 2.458 Data 0.001 Err 0.2353 top1 7.812 top5 1.562 | Epoch: [67][195/553] Time 2.446 Data 0.001 Err 0.1753 top1 4.688 top5 0.781 | Epoch: [67][196/553] Time 2.463 Data 0.000 Err 0.2480 top1 6.250 top5 0.781 | Epoch: [67][197/553] Time 2.447 Data 0.000 Err 0.1817 top1 5.469 top5 1.562 | Epoch: [67][198/553] Time 2.471 Data 0.000 Err 0.2610 top1 6.250 top5 1.562 | Epoch: [67][199/553] Time 2.450 Data 0.001 Err 0.2159 top1 6.250 top5 1.562 | Epoch: [67][200/553] Time 2.437 Data 0.001 Err 0.1543 top1 2.344 top5 1.562 | Epoch: [67][201/553] Time 2.485 Data 0.001 Err 0.1905 top1 5.469 top5 0.781 | Epoch: [67][202/553] Time 2.444 Data 0.001 Err 0.2217 top1 5.469 top5 1.562 | Epoch: [67][203/553] Time 2.448 Data 0.001 Err 0.2923 top1 6.250 top5 4.688 | Epoch: [67][204/553] Time 2.448 Data 0.001 Err 0.2577 top1 7.031 top5 1.562 | Epoch: [67][205/553] Time 2.439 Data 0.001 Err 0.2486 top1 7.812 top5 0.781 | Epoch: [67][206/553] Time 2.487 Data 0.001 Err 0.2041 top1 5.469 top5 2.344 | Epoch: [67][207/553] Time 2.466 Data 0.001 Err 0.3181 top1 8.594 top5 3.125 | Epoch: [67][208/553] Time 2.507 Data 0.001 Err 0.2013 top1 4.688 top5 2.344 | Epoch: [67][209/553] Time 2.443 Data 0.001 Err 0.2972 top1 10.156 top5 1.562 | Epoch: [67][210/553] Time 2.470 Data 0.001 Err 0.2546 top1 9.375 top5 1.562 | Epoch: [67][211/553] Time 2.515 Data 0.000 Err 0.1367 top1 3.125 top5 1.562 | Epoch: [67][212/553] Time 2.475 Data 0.001 Err 0.2727 top1 6.250 top5 1.562 | Epoch: [67][213/553] Time 2.441 Data 0.001 Err 0.1118 top1 4.688 top5 0.000 | Epoch: [67][214/553] Time 2.484 Data 0.001 Err 0.1768 top1 3.906 top5 0.781 | Epoch: [67][215/553] Time 2.434 Data 0.001 Err 0.2228 top1 7.031 top5 0.781 | Epoch: [67][216/553] Time 2.437 Data 0.000 Err 0.3738 top1 9.375 top5 3.125 | Epoch: [67][217/553] Time 2.474 Data 0.001 Err 0.3886 top1 11.719 top5 3.125 | Epoch: [67][218/553] Time 2.437 Data 0.000 Err 0.1979 top1 4.688 top5 1.562 | Epoch: [67][219/553] Time 2.484 Data 0.001 Err 0.1830 top1 5.469 top5 1.562 | Epoch: [67][220/553] Time 2.473 Data 0.001 Err 0.2143 top1 4.688 top5 1.562 | Epoch: [67][221/553] Time 2.447 Data 0.000 Err 0.0997 top1 2.344 top5 0.000 | Epoch: [67][222/553] Time 2.451 Data 0.001 Err 0.2323 top1 6.250 top5 0.781 | Epoch: [67][223/553] Time 2.437 Data 0.003 Err 0.2457 top1 6.250 top5 2.344 | Epoch: [67][224/553] Time 2.432 Data 0.001 Err 0.2586 top1 6.250 top5 1.562 | Epoch: [67][225/553] Time 2.480 Data 0.001 Err 0.1684 top1 4.688 top5 1.562 | Epoch: [67][226/553] Time 2.439 Data 0.001 Err 0.1363 top1 3.906 top5 0.000 | Epoch: [67][227/553] Time 2.436 Data 0.001 Err 0.3254 top1 10.938 top5 2.344 | Epoch: [67][228/553] Time 2.475 Data 0.001 Err 0.2378 top1 6.250 top5 1.562 | Epoch: [67][229/553] Time 2.445 Data 0.001 Err 0.2817 top1 8.594 top5 3.125 | Epoch: [67][230/553] Time 2.442 Data 0.001 Err 0.3790 top1 10.156 top5 3.906 | Epoch: [67][231/553] Time 2.480 Data 0.001 Err 0.0885 top1 1.562 top5 0.000 | Epoch: [67][232/553] Time 2.437 Data 0.001 Err 0.2402 top1 5.469 top5 1.562 | Epoch: [67][233/553] Time 2.434 Data 0.001 Err 0.1877 top1 5.469 top5 1.562 | Epoch: [67][234/553] Time 2.468 Data 0.001 Err 0.1954 top1 3.125 top5 0.781 | Epoch: [67][235/553] Time 2.528 Data 0.001 Err 0.2577 top1 8.594 top5 0.781 | Epoch: [67][236/553] Time 2.463 Data 0.001 Err 0.2182 top1 4.688 top5 1.562 | Epoch: [67][237/553] Time 2.436 Data 0.001 Err 0.1666 top1 3.906 top5 0.000 | Epoch: [67][238/553] Time 2.464 Data 0.001 Err 0.2713 top1 5.469 top5 2.344 | Epoch: [67][239/553] Time 2.442 Data 0.001 Err 0.2135 top1 5.469 top5 0.781 | Epoch: [67][240/553] Time 2.474 Data 0.001 Err 0.1973 top1 5.469 top5 1.562 | Epoch: [67][241/553] Time 2.437 Data 0.001 Err 0.3279 top1 8.594 top5 2.344 | Epoch: [67][242/553] Time 2.471 Data 0.001 Err 0.2479 top1 7.031 top5 2.344 | Epoch: [67][243/553] Time 2.436 Data 0.001 Err 0.1986 top1 5.469 top5 0.781 | Epoch: [67][244/553] Time 2.464 Data 0.001 Err 0.1949 top1 6.250 top5 2.344 | Epoch: [67][245/553] Time 2.474 Data 0.001 Err 0.2499 top1 6.250 top5 2.344 | Epoch: [67][246/553] Time 2.474 Data 0.001 Err 0.2519 top1 7.812 top5 2.344 | Epoch: [67][247/553] Time 2.503 Data 0.001 Err 0.2466 top1 3.906 top5 2.344 | Epoch: [67][248/553] Time 2.504 Data 0.001 Err 0.2508 top1 6.250 top5 3.125 | Epoch: [67][249/553] Time 2.443 Data 0.001 Err 0.3361 top1 7.812 top5 2.344 | Epoch: [67][250/553] Time 2.471 Data 0.001 Err 0.1871 top1 4.688 top5 0.000 | Epoch: [67][251/553] Time 2.480 Data 0.001 Err 0.2430 top1 4.688 top5 0.781 | Epoch: [67][252/553] Time 2.439 Data 0.001 Err 0.1102 top1 3.125 top5 0.781 | Epoch: [67][253/553] Time 2.460 Data 0.001 Err 0.1655 top1 3.906 top5 1.562 | Epoch: [67][254/553] Time 2.509 Data 0.001 Err 0.2427 top1 5.469 top5 2.344 | Epoch: [67][255/553] Time 2.436 Data 0.001 Err 0.3211 top1 7.031 top5 2.344 | Epoch: [67][256/553] Time 2.509 Data 0.000 Err 0.3657 top1 8.594 top5 3.125 | Epoch: [67][257/553] Time 2.490 Data 0.001 Err 0.2691 top1 5.469 top5 3.125 | Epoch: [67][258/553] Time 2.442 Data 0.001 Err 0.2360 top1 6.250 top5 1.562 | Epoch: [67][259/553] Time 2.448 Data 0.001 Err 0.2326 top1 7.031 top5 0.000 | Epoch: [67][260/553] Time 2.462 Data 0.001 Err 0.1837 top1 3.125 top5 0.000 | Epoch: [67][261/553] Time 2.476 Data 0.001 Err 0.2906 top1 7.031 top5 2.344 | Epoch: [67][262/553] Time 2.449 Data 0.001 Err 0.2332 top1 3.906 top5 1.562 | Epoch: [67][263/553] Time 2.444 Data 0.001 Err 0.2588 top1 7.031 top5 2.344 | Epoch: [67][264/553] Time 2.459 Data 0.001 Err 0.3342 top1 7.031 top5 1.562 | Epoch: [67][265/553] Time 2.508 Data 0.001 Err 0.2789 top1 4.688 top5 3.125 | Epoch: [67][266/553] Time 2.447 Data 0.001 Err 0.4206 top1 10.156 top5 4.688 | Epoch: [67][267/553] Time 2.441 Data 0.001 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [67][268/553] Time 2.465 Data 0.001 Err 0.3052 top1 8.594 top5 3.125 | Epoch: [67][269/553] Time 2.456 Data 0.001 Err 0.1858 top1 4.688 top5 2.344 | Epoch: [67][270/553] Time 2.511 Data 0.001 Err 0.1567 top1 4.688 top5 0.781 | Epoch: [67][271/553] Time 2.434 Data 0.001 Err 0.2073 top1 7.812 top5 0.781 | Epoch: [67][272/553] Time 2.447 Data 0.000 Err 0.3291 top1 10.156 top5 2.344 | Epoch: [67][273/553] Time 2.477 Data 0.001 Err 0.2642 top1 5.469 top5 3.125 | Epoch: [67][274/553] Time 2.440 Data 0.001 Err 0.2805 top1 7.812 top5 3.125 | Epoch: [67][275/553] Time 2.432 Data 0.001 Err 0.3198 top1 7.031 top5 1.562 | Epoch: [67][276/553] Time 2.500 Data 0.001 Err 0.2433 top1 7.031 top5 2.344 | Epoch: [67][277/553] Time 2.510 Data 0.001 Err 0.2410 top1 7.031 top5 1.562 | Epoch: [67][278/553] Time 2.490 Data 0.001 Err 0.3761 top1 10.156 top5 5.469 | Epoch: [67][279/553] Time 2.444 Data 0.001 Err 0.2303 top1 5.469 top5 2.344 | Epoch: [67][280/553] Time 2.448 Data 0.001 Err 0.2281 top1 3.906 top5 0.781 | Epoch: [67][281/553] Time 2.467 Data 0.001 Err 0.3126 top1 7.031 top5 3.125 | Epoch: [67][282/553] Time 2.473 Data 0.001 Err 0.1696 top1 4.688 top5 0.000 | Epoch: [67][283/553] Time 2.438 Data 0.000 Err 0.1261 top1 3.906 top5 0.000 | Epoch: [67][284/553] Time 2.461 Data 0.001 Err 0.2836 top1 8.594 top5 4.688 | Epoch: [67][285/553] Time 2.453 Data 0.001 Err 0.3106 top1 8.594 top5 2.344 | Epoch: [67][286/553] Time 2.468 Data 0.001 Err 0.3264 top1 8.594 top5 1.562 | Epoch: [67][287/553] Time 2.443 Data 0.000 Err 0.2232 top1 7.031 top5 0.781 | Epoch: [67][288/553] Time 2.460 Data 0.001 Err 0.2720 top1 6.250 top5 3.125 | Epoch: [67][289/553] Time 2.482 Data 0.001 Err 0.2981 top1 8.594 top5 2.344 | Epoch: [67][290/553] Time 2.469 Data 0.001 Err 0.2142 top1 6.250 top5 0.781 | Epoch: [67][291/553] Time 2.469 Data 0.001 Err 0.1989 top1 4.688 top5 1.562 | Epoch: [67][292/553] Time 2.435 Data 0.001 Err 0.3021 top1 7.812 top5 2.344 | Epoch: [67][293/553] Time 2.440 Data 0.001 Err 0.1558 top1 3.906 top5 1.562 | Epoch: [67][294/553] Time 2.485 Data 0.000 Err 0.2663 top1 6.250 top5 1.562 | Epoch: [67][295/553] Time 2.473 Data 0.001 Err 0.2682 top1 9.375 top5 1.562 | Epoch: [67][296/553] Time 2.496 Data 0.001 Err 0.2158 top1 7.812 top5 0.781 | Epoch: [67][297/553] Time 2.442 Data 0.001 Err 0.2172 top1 7.031 top5 1.562 | Epoch: [67][298/553] Time 2.471 Data 0.001 Err 0.1689 top1 4.688 top5 1.562 | Epoch: [67][299/553] Time 2.446 Data 0.002 Err 0.3121 top1 7.031 top5 3.906 | Epoch: [67][300/553] Time 2.447 Data 0.001 Err 0.3565 top1 8.594 top5 3.906 | Epoch: [67][301/553] Time 2.469 Data 0.001 Err 0.1536 top1 2.344 top5 0.000 | Epoch: [67][302/553] Time 2.450 Data 0.000 Err 0.1890 top1 4.688 top5 0.781 | Epoch: [67][303/553] Time 2.452 Data 0.001 Err 0.2767 top1 6.250 top5 2.344 | Epoch: [67][304/553] Time 2.444 Data 0.001 Err 0.1516 top1 6.250 top5 0.000 | Epoch: [67][305/553] Time 2.448 Data 0.001 Err 0.2517 top1 8.594 top5 0.000 | Epoch: [67][306/553] Time 2.441 Data 0.001 Err 0.1881 top1 3.125 top5 0.000 | Epoch: [67][307/553] Time 2.448 Data 0.001 Err 0.2226 top1 4.688 top5 3.125 | Epoch: [67][308/553] Time 2.504 Data 0.001 Err 0.1380 top1 3.125 top5 0.000 | Epoch: [67][309/553] Time 2.503 Data 0.001 Err 0.2393 top1 6.250 top5 3.906 | Epoch: [67][310/553] Time 2.436 Data 0.001 Err 0.3239 top1 9.375 top5 3.125 | Epoch: [67][311/553] Time 2.435 Data 0.001 Err 0.2671 top1 7.812 top5 2.344 | Epoch: [67][312/553] Time 2.482 Data 0.001 Err 0.2461 top1 7.031 top5 2.344 | Epoch: [67][313/553] Time 2.474 Data 0.001 Err 0.3716 top1 8.594 top5 5.469 | Epoch: [67][314/553] Time 2.437 Data 0.001 Err 0.1841 top1 4.688 top5 1.562 | Epoch: [67][315/553] Time 2.439 Data 0.001 Err 0.1571 top1 1.562 top5 1.562 | Epoch: [67][316/553] Time 2.437 Data 0.001 Err 0.2269 top1 7.812 top5 2.344 | Epoch: [67][317/553] Time 2.463 Data 0.001 Err 0.3745 top1 8.594 top5 4.688 | Epoch: [67][318/553] Time 2.443 Data 0.002 Err 0.2300 top1 5.469 top5 1.562 | Epoch: [67][319/553] Time 2.446 Data 0.001 Err 0.2487 top1 6.250 top5 1.562 | Epoch: [67][320/553] Time 2.466 Data 0.001 Err 0.1396 top1 3.906 top5 0.781 | Epoch: [67][321/553] Time 2.435 Data 0.001 Err 0.1165 top1 3.906 top5 0.781 | Epoch: [67][322/553] Time 2.441 Data 0.001 Err 0.2281 top1 4.688 top5 0.781 | Epoch: [67][323/553] Time 2.479 Data 0.000 Err 0.2564 top1 7.812 top5 1.562 | Epoch: [67][324/553] Time 2.478 Data 0.001 Err 0.2206 top1 4.688 top5 1.562 | Epoch: [67][325/553] Time 2.439 Data 0.000 Err 0.3043 top1 8.594 top5 2.344 | Epoch: [67][326/553] Time 2.438 Data 0.001 Err 0.3097 top1 7.031 top5 3.906 | Epoch: [67][327/553] Time 2.473 Data 0.002 Err 0.2051 top1 3.906 top5 0.781 | Epoch: [67][328/553] Time 2.508 Data 0.001 Err 0.1611 top1 3.906 top5 1.562 | Epoch: [67][329/553] Time 2.505 Data 0.001 Err 0.2360 top1 6.250 top5 2.344 | Epoch: [67][330/553] Time 2.432 Data 0.001 Err 0.1146 top1 3.125 top5 0.000 | Epoch: [67][331/553] Time 2.453 Data 0.001 Err 0.2506 top1 8.594 top5 0.000 | Epoch: [67][332/553] Time 2.434 Data 0.001 Err 0.2393 top1 6.250 top5 2.344 | Epoch: [67][333/553] Time 2.439 Data 0.001 Err 0.3119 top1 7.812 top5 3.125 | Epoch: [67][334/553] Time 2.444 Data 0.001 Err 0.2760 top1 6.250 top5 3.125 | Epoch: [67][335/553] Time 2.481 Data 0.001 Err 0.2045 top1 5.469 top5 2.344 | Epoch: [67][336/553] Time 2.443 Data 0.001 Err 0.3037 top1 7.031 top5 3.125 | Epoch: [67][337/553] Time 2.462 Data 0.001 Err 0.2393 top1 3.906 top5 2.344 | Epoch: [67][338/553] Time 2.441 Data 0.001 Err 0.2624 top1 6.250 top5 2.344 | Epoch: [67][339/553] Time 2.476 Data 0.001 Err 0.3497 top1 8.594 top5 4.688 | Epoch: [67][340/553] Time 2.448 Data 0.001 Err 0.2132 top1 5.469 top5 1.562 | Epoch: [67][341/553] Time 2.496 Data 0.001 Err 0.2133 top1 5.469 top5 2.344 | Epoch: [67][342/553] Time 2.437 Data 0.000 Err 0.2703 top1 8.594 top5 3.125 | Epoch: [67][343/553] Time 2.473 Data 0.001 Err 0.2869 top1 7.812 top5 3.906 | Epoch: [67][344/553] Time 2.482 Data 0.001 Err 0.1204 top1 2.344 top5 0.781 | Epoch: [67][345/553] Time 2.469 Data 0.001 Err 0.1860 top1 5.469 top5 1.562 | Epoch: [67][346/553] Time 2.449 Data 0.001 Err 0.2245 top1 6.250 top5 1.562 | Epoch: [67][347/553] Time 2.496 Data 0.001 Err 0.2891 top1 9.375 top5 2.344 | Epoch: [67][348/553] Time 2.462 Data 0.000 Err 0.3809 top1 12.500 top5 1.562 | Epoch: [67][349/553] Time 2.464 Data 0.000 Err 0.2576 top1 6.250 top5 1.562 | Epoch: [67][350/553] Time 2.458 Data 0.001 Err 0.3045 top1 10.156 top5 2.344 | Epoch: [67][351/553] Time 2.479 Data 0.001 Err 0.2584 top1 7.812 top5 2.344 | Epoch: [67][352/553] Time 2.475 Data 0.001 Err 0.2629 top1 6.250 top5 2.344 | Epoch: [67][353/553] Time 2.471 Data 0.000 Err 0.2098 top1 5.469 top5 0.781 | Epoch: [67][354/553] Time 2.449 Data 0.001 Err 0.2204 top1 7.031 top5 0.781 | Epoch: [67][355/553] Time 2.437 Data 0.001 Err 0.2438 top1 6.250 top5 2.344 | Epoch: [67][356/553] Time 2.507 Data 0.002 Err 0.2774 top1 7.812 top5 3.125 | Epoch: [67][357/553] Time 2.443 Data 0.001 Err 0.2310 top1 6.250 top5 1.562 | Epoch: [67][358/553] Time 2.453 Data 0.000 Err 0.3882 top1 11.719 top5 3.906 | Epoch: [67][359/553] Time 2.477 Data 0.000 Err 0.3753 top1 10.156 top5 4.688 | Epoch: [67][360/553] Time 2.452 Data 0.001 Err 0.1590 top1 3.125 top5 0.000 | Epoch: [67][361/553] Time 2.483 Data 0.001 Err 0.2731 top1 10.938 top5 1.562 | Epoch: [67][362/553] Time 2.473 Data 0.001 Err 0.2113 top1 3.906 top5 3.125 | Epoch: [67][363/553] Time 2.452 Data 0.001 Err 0.2961 top1 6.250 top5 2.344 | Epoch: [67][364/553] Time 2.440 Data 0.001 Err 0.1161 top1 3.906 top5 0.000 | Epoch: [67][365/553] Time 2.437 Data 0.001 Err 0.2261 top1 4.688 top5 1.562 | Epoch: [67][366/553] Time 2.446 Data 0.001 Err 0.3228 top1 7.031 top5 2.344 | Epoch: [67][367/553] Time 2.467 Data 0.001 Err 0.2750 top1 7.812 top5 1.562 | Epoch: [67][368/553] Time 2.427 Data 0.001 Err 0.2094 top1 3.906 top5 1.562 | Epoch: [67][369/553] Time 2.463 Data 0.001 Err 0.3605 top1 10.156 top5 4.688 | Epoch: [67][370/553] Time 2.484 Data 0.001 Err 0.1659 top1 4.688 top5 0.781 | Epoch: [67][371/553] Time 2.473 Data 0.001 Err 0.2137 top1 4.688 top5 1.562 | Epoch: [67][372/553] Time 2.441 Data 0.001 Err 0.2206 top1 3.906 top5 2.344 | Epoch: [67][373/553] Time 2.472 Data 0.001 Err 0.1421 top1 3.906 top5 1.562 | Epoch: [67][374/553] Time 2.445 Data 0.001 Err 0.2282 top1 6.250 top5 1.562 | Epoch: [67][375/553] Time 2.496 Data 0.001 Err 0.2190 top1 4.688 top5 1.562 | Epoch: [67][376/553] Time 2.460 Data 0.001 Err 0.2714 top1 7.031 top5 3.125 | Epoch: [67][377/553] Time 2.457 Data 0.001 Err 0.2599 top1 8.594 top5 1.562 | Epoch: [67][378/553] Time 2.479 Data 0.001 Err 0.2817 top1 7.812 top5 0.781 | Epoch: [67][379/553] Time 2.472 Data 0.001 Err 0.1183 top1 2.344 top5 0.000 | Epoch: [67][380/553] Time 2.469 Data 0.001 Err 0.1529 top1 2.344 top5 0.781 | Epoch: [67][381/553] Time 2.466 Data 0.001 Err 0.1236 top1 3.906 top5 0.000 | Epoch: [67][382/553] Time 2.486 Data 0.001 Err 0.1355 top1 2.344 top5 0.781 | Epoch: [67][383/553] Time 2.468 Data 0.001 Err 0.2896 top1 7.812 top5 1.562 | Epoch: [67][384/553] Time 2.436 Data 0.001 Err 0.2579 top1 7.031 top5 3.125 | Epoch: [67][385/553] Time 2.467 Data 0.001 Err 0.1956 top1 4.688 top5 1.562 | Epoch: [67][386/553] Time 2.441 Data 0.001 Err 0.2362 top1 7.031 top5 2.344 | Epoch: [67][387/553] Time 2.439 Data 0.001 Err 0.2853 top1 6.250 top5 3.125 | Epoch: [67][388/553] Time 2.441 Data 0.001 Err 0.2800 top1 6.250 top5 3.906 | Epoch: [67][389/553] Time 2.437 Data 0.000 Err 0.2514 top1 5.469 top5 1.562 | Epoch: [67][390/553] Time 2.439 Data 0.001 Err 0.2823 top1 9.375 top5 3.125 | Epoch: [67][391/553] Time 2.441 Data 0.001 Err 0.2173 top1 4.688 top5 1.562 | Epoch: [67][392/553] Time 2.439 Data 0.001 Err 0.2300 top1 4.688 top5 0.781 | Epoch: [67][393/553] Time 2.442 Data 0.001 Err 0.2974 top1 7.031 top5 2.344 | Epoch: [67][394/553] Time 2.450 Data 0.001 Err 0.2123 top1 4.688 top5 1.562 | Epoch: [67][395/553] Time 2.444 Data 0.001 Err 0.2812 top1 7.031 top5 2.344 | Epoch: [67][396/553] Time 2.471 Data 0.001 Err 0.2603 top1 5.469 top5 0.781 | Epoch: [67][397/553] Time 2.451 Data 0.001 Err 0.2025 top1 5.469 top5 1.562 | Epoch: [67][398/553] Time 2.475 Data 0.001 Err 0.2395 top1 7.812 top5 2.344 | Epoch: [67][399/553] Time 2.500 Data 0.001 Err 0.1465 top1 4.688 top5 0.781 | Epoch: [67][400/553] Time 2.438 Data 0.001 Err 0.3130 top1 7.812 top5 3.125 | Epoch: [67][401/553] Time 2.444 Data 0.001 Err 0.2964 top1 10.156 top5 1.562 | Epoch: [67][402/553] Time 2.474 Data 0.001 Err 0.2834 top1 8.594 top5 1.562 | Epoch: [67][403/553] Time 2.440 Data 0.001 Err 0.3073 top1 9.375 top5 3.125 | Epoch: [67][404/553] Time 2.468 Data 0.001 Err 0.2343 top1 5.469 top5 0.781 | Epoch: [67][405/553] Time 2.442 Data 0.000 Err 0.2310 top1 8.594 top5 0.781 | Epoch: [67][406/553] Time 2.466 Data 0.001 Err 0.1793 top1 3.906 top5 0.781 | Epoch: [67][407/553] Time 2.449 Data 0.001 Err 0.4033 top1 9.375 top5 6.250 | Epoch: [67][408/553] Time 2.466 Data 0.001 Err 0.2331 top1 6.250 top5 1.562 | Epoch: [67][409/553] Time 2.476 Data 0.001 Err 0.1715 top1 6.250 top5 0.000 | Epoch: [67][410/553] Time 2.434 Data 0.001 Err 0.2467 top1 7.031 top5 3.125 | Epoch: [67][411/553] Time 2.512 Data 0.001 Err 0.2552 top1 7.031 top5 0.781 | Epoch: [67][412/553] Time 2.483 Data 0.001 Err 0.3687 top1 10.156 top5 3.906 | Epoch: [67][413/553] Time 2.441 Data 0.004 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [67][414/553] Time 2.440 Data 0.001 Err 0.1421 top1 3.125 top5 1.562 | Epoch: [67][415/553] Time 2.467 Data 0.001 Err 0.3071 top1 10.156 top5 0.781 | Epoch: [67][416/553] Time 2.472 Data 0.001 Err 0.2385 top1 5.469 top5 2.344 | Epoch: [67][417/553] Time 2.434 Data 0.000 Err 0.2583 top1 6.250 top5 0.781 | Epoch: [67][418/553] Time 2.465 Data 0.001 Err 0.4148 top1 8.594 top5 6.250 | Epoch: [67][419/553] Time 2.460 Data 0.001 Err 0.1543 top1 7.031 top5 0.781 | Epoch: [67][420/553] Time 2.471 Data 0.001 Err 0.3643 top1 7.031 top5 3.906 | Epoch: [67][421/553] Time 2.479 Data 0.001 Err 0.3139 top1 10.156 top5 2.344 | Epoch: [67][422/553] Time 2.443 Data 0.001 Err 0.2261 top1 7.031 top5 1.562 | Epoch: [67][423/553] Time 2.474 Data 0.001 Err 0.2282 top1 6.250 top5 0.781 | Epoch: [67][424/553] Time 2.436 Data 0.001 Err 0.2482 top1 7.031 top5 2.344 | Epoch: [67][425/553] Time 2.511 Data 0.001 Err 0.3218 top1 6.250 top5 1.562 | Epoch: [67][426/553] Time 2.486 Data 0.001 Err 0.3086 top1 7.031 top5 2.344 | Epoch: [67][427/553] Time 2.439 Data 0.000 Err 0.3620 top1 10.156 top5 3.125 | Epoch: [67][428/553] Time 2.446 Data 0.001 Err 0.1860 top1 5.469 top5 1.562 | Epoch: [67][429/553] Time 2.466 Data 0.001 Err 0.1989 top1 6.250 top5 1.562 | Epoch: [67][430/553] Time 2.444 Data 0.001 Err 0.2020 top1 4.688 top5 2.344 | Epoch: [67][431/553] Time 2.440 Data 0.001 Err 0.2502 top1 6.250 top5 3.906 | Epoch: [67][432/553] Time 2.507 Data 0.001 Err 0.2470 top1 5.469 top5 2.344 | Epoch: [67][433/553] Time 2.474 Data 0.001 Err 0.1710 top1 4.688 top5 0.781 | Epoch: [67][434/553] Time 2.512 Data 0.001 Err 0.3369 top1 11.719 top5 1.562 | Epoch: [67][435/553] Time 2.460 Data 0.001 Err 0.2408 top1 6.250 top5 2.344 | Epoch: [67][436/553] Time 2.445 Data 0.001 Err 0.2006 top1 3.906 top5 2.344 | Epoch: [67][437/553] Time 2.476 Data 0.001 Err 0.1737 top1 5.469 top5 0.781 | Epoch: [67][438/553] Time 2.486 Data 0.001 Err 0.2387 top1 8.594 top5 0.781 | Epoch: [67][439/553] Time 2.487 Data 0.001 Err 0.4524 top1 10.156 top5 7.812 | Epoch: [67][440/553] Time 2.448 Data 0.006 Err 0.3364 top1 10.938 top5 3.125 | Epoch: [67][441/553] Time 2.480 Data 0.001 Err 0.3834 top1 10.156 top5 3.906 | Epoch: [67][442/553] Time 2.440 Data 0.001 Err 0.3232 top1 9.375 top5 3.125 | Epoch: [67][443/553] Time 2.447 Data 0.001 Err 0.3104 top1 9.375 top5 0.781 | Epoch: [67][444/553] Time 2.461 Data 0.000 Err 0.2333 top1 7.812 top5 1.562 | Epoch: [67][445/553] Time 2.484 Data 0.000 Err 0.2546 top1 7.812 top5 0.781 | Epoch: [67][446/553] Time 2.471 Data 0.000 Err 0.2795 top1 7.031 top5 2.344 | Epoch: [67][447/553] Time 2.438 Data 0.001 Err 0.1552 top1 4.688 top5 0.000 | Epoch: [67][448/553] Time 2.513 Data 0.001 Err 0.2878 top1 8.594 top5 2.344 | Epoch: [67][449/553] Time 2.479 Data 0.001 Err 0.1263 top1 3.125 top5 0.781 | Epoch: [67][450/553] Time 2.470 Data 0.001 Err 0.2207 top1 5.469 top5 0.781 | Epoch: [67][451/553] Time 2.456 Data 0.003 Err 0.2189 top1 5.469 top5 1.562 | Epoch: [67][452/553] Time 2.435 Data 0.001 Err 0.3262 top1 7.812 top5 0.781 | Epoch: [67][453/553] Time 2.450 Data 0.001 Err 0.2716 top1 6.250 top5 1.562 | Epoch: [67][454/553] Time 2.460 Data 0.001 Err 0.2349 top1 6.250 top5 1.562 | Epoch: [67][455/553] Time 2.459 Data 0.001 Err 0.3852 top1 9.375 top5 3.125 | Epoch: [67][456/553] Time 2.446 Data 0.001 Err 0.2523 top1 7.031 top5 3.125 | Epoch: [67][457/553] Time 2.466 Data 0.001 Err 0.2786 top1 7.031 top5 3.125 | Epoch: [67][458/553] Time 2.463 Data 0.001 Err 0.2595 top1 6.250 top5 2.344 | Epoch: [67][459/553] Time 2.443 Data 0.001 Err 0.3191 top1 9.375 top5 3.125 | Epoch: [67][460/553] Time 2.436 Data 0.001 Err 0.2515 top1 7.031 top5 2.344 | Epoch: [67][461/553] Time 2.516 Data 0.001 Err 0.2067 top1 6.250 top5 1.562 | Epoch: [67][462/553] Time 2.480 Data 0.001 Err 0.2802 top1 7.031 top5 3.125 | Epoch: [67][463/553] Time 2.497 Data 0.001 Err 0.2992 top1 8.594 top5 2.344 | Epoch: [67][464/553] Time 2.466 Data 0.001 Err 0.2565 top1 4.688 top5 3.125 | Epoch: [67][465/553] Time 2.466 Data 0.001 Err 0.3302 top1 7.031 top5 5.469 | Epoch: [67][466/553] Time 2.518 Data 0.001 Err 0.2926 top1 7.812 top5 1.562 | Epoch: [67][467/553] Time 2.441 Data 0.001 Err 0.3081 top1 10.156 top5 1.562 | Epoch: [67][468/553] Time 2.447 Data 0.001 Err 0.3488 top1 8.594 top5 1.562 | Epoch: [67][469/553] Time 2.511 Data 0.001 Err 0.1652 top1 3.906 top5 0.781 | Epoch: [67][470/553] Time 2.439 Data 0.001 Err 0.2927 top1 7.812 top5 1.562 | Epoch: [67][471/553] Time 2.469 Data 0.001 Err 0.2223 top1 5.469 top5 3.125 | Epoch: [67][472/553] Time 2.480 Data 0.001 Err 0.1917 top1 4.688 top5 0.781 | Epoch: [67][473/553] Time 2.501 Data 0.001 Err 0.2651 top1 5.469 top5 2.344 | Epoch: [67][474/553] Time 2.453 Data 0.001 Err 0.1813 top1 4.688 top5 2.344 | Epoch: [67][475/553] Time 2.433 Data 0.001 Err 0.1832 top1 5.469 top5 0.781 | Epoch: [67][476/553] Time 2.461 Data 0.001 Err 0.1083 top1 1.562 top5 0.781 | Epoch: [67][477/553] Time 2.480 Data 0.001 Err 0.2831 top1 7.031 top5 1.562 | Epoch: [67][478/553] Time 2.468 Data 0.001 Err 0.1077 top1 2.344 top5 0.781 | Epoch: [67][479/553] Time 2.443 Data 0.001 Err 0.2600 top1 4.688 top5 2.344 | Epoch: [67][480/553] Time 2.501 Data 0.001 Err 0.3407 top1 8.594 top5 3.125 | Epoch: [67][481/553] Time 2.451 Data 0.000 Err 0.2672 top1 8.594 top5 1.562 | Epoch: [67][482/553] Time 2.469 Data 0.000 Err 0.1755 top1 4.688 top5 2.344 | Epoch: [67][483/553] Time 2.450 Data 0.001 Err 0.2339 top1 5.469 top5 2.344 | Epoch: [67][484/553] Time 2.470 Data 0.001 Err 0.1831 top1 6.250 top5 0.781 | Epoch: [67][485/553] Time 2.477 Data 0.001 Err 0.2945 top1 6.250 top5 3.125 | Epoch: [67][486/553] Time 2.439 Data 0.001 Err 0.2282 top1 6.250 top5 2.344 | Epoch: [67][487/553] Time 2.476 Data 0.001 Err 0.2081 top1 5.469 top5 1.562 | Epoch: [67][488/553] Time 2.469 Data 0.001 Err 0.2884 top1 9.375 top5 2.344 | Epoch: [67][489/553] Time 2.467 Data 0.001 Err 0.3157 top1 6.250 top5 3.906 | Epoch: [67][490/553] Time 2.439 Data 0.001 Err 0.2393 top1 5.469 top5 1.562 | Epoch: [67][491/553] Time 2.468 Data 0.001 Err 0.2959 top1 8.594 top5 1.562 | Epoch: [67][492/553] Time 2.475 Data 0.000 Err 0.3746 top1 8.594 top5 3.906 | Epoch: [67][493/553] Time 2.481 Data 0.001 Err 0.1930 top1 4.688 top5 0.781 | Epoch: [67][494/553] Time 2.441 Data 0.001 Err 0.1612 top1 3.906 top5 0.781 | Epoch: [67][495/553] Time 2.481 Data 0.001 Err 0.3625 top1 10.938 top5 3.125 | Epoch: [67][496/553] Time 2.446 Data 0.001 Err 0.1898 top1 4.688 top5 1.562 | Epoch: [67][497/553] Time 2.477 Data 0.001 Err 0.2161 top1 4.688 top5 2.344 | Epoch: [67][498/553] Time 2.445 Data 0.001 Err 0.3627 top1 10.938 top5 3.125 | Epoch: [67][499/553] Time 2.471 Data 0.001 Err 0.2221 top1 5.469 top5 0.000 | Epoch: [67][500/553] Time 2.476 Data 0.001 Err 0.2154 top1 7.812 top5 0.781 | Epoch: [67][501/553] Time 2.464 Data 0.001 Err 0.2353 top1 7.031 top5 0.781 | Epoch: [67][502/553] Time 2.445 Data 0.001 Err 0.1579 top1 4.688 top5 1.562 | Epoch: [67][503/553] Time 2.460 Data 0.001 Err 0.1458 top1 3.906 top5 0.781 | Epoch: [67][504/553] Time 2.442 Data 0.001 Err 0.3474 top1 10.156 top5 1.562 | Epoch: [67][505/553] Time 2.472 Data 0.001 Err 0.2751 top1 7.812 top5 2.344 | Epoch: [67][506/553] Time 2.439 Data 0.001 Err 0.2591 top1 5.469 top5 3.125 | Epoch: [67][507/553] Time 2.469 Data 0.001 Err 0.2851 top1 6.250 top5 2.344 | Epoch: [67][508/553] Time 2.477 Data 0.002 Err 0.2443 top1 9.375 top5 1.562 | Epoch: [67][509/553] Time 2.439 Data 0.001 Err 0.1807 top1 5.469 top5 0.781 | Epoch: [67][510/553] Time 2.447 Data 0.001 Err 0.2643 top1 7.031 top5 2.344 | Epoch: [67][511/553] Time 2.440 Data 0.001 Err 0.1528 top1 3.906 top5 0.781 | Epoch: [67][512/553] Time 2.435 Data 0.000 Err 0.3927 top1 9.375 top5 3.906 | Epoch: [67][513/553] Time 2.443 Data 0.001 Err 0.1797 top1 3.906 top5 1.562 | Epoch: [67][514/553] Time 2.436 Data 0.001 Err 0.1568 top1 3.906 top5 0.781 | Epoch: [67][515/553] Time 2.452 Data 0.001 Err 0.2552 top1 6.250 top5 0.781 | Epoch: [67][516/553] Time 2.454 Data 0.001 Err 0.3003 top1 9.375 top5 1.562 | Epoch: [67][517/553] Time 2.485 Data 0.001 Err 0.2629 top1 7.031 top5 0.781 | Epoch: [67][518/553] Time 2.459 Data 0.001 Err 0.3346 top1 9.375 top5 2.344 | Epoch: [67][519/553] Time 2.479 Data 0.001 Err 0.1771 top1 3.125 top5 1.562 | Epoch: [67][520/553] Time 2.443 Data 0.001 Err 0.1690 top1 3.906 top5 1.562 | Epoch: [67][521/553] Time 2.437 Data 0.001 Err 0.3905 top1 9.375 top5 2.344 | Epoch: [67][522/553] Time 2.467 Data 0.001 Err 0.2679 top1 6.250 top5 1.562 | Epoch: [67][523/553] Time 2.469 Data 0.001 Err 0.2307 top1 6.250 top5 1.562 | Epoch: [67][524/553] Time 2.457 Data 0.001 Err 0.3173 top1 8.594 top5 2.344 | Epoch: [67][525/553] Time 2.440 Data 0.001 Err 0.2230 top1 3.906 top5 1.562 | Epoch: [67][526/553] Time 2.465 Data 0.001 Err 0.3762 top1 8.594 top5 5.469 | Epoch: [67][527/553] Time 2.439 Data 0.001 Err 0.1553 top1 2.344 top5 1.562 | Epoch: [67][528/553] Time 2.487 Data 0.001 Err 0.1667 top1 4.688 top5 1.562 | Epoch: [67][529/553] Time 2.494 Data 0.001 Err 0.3363 top1 7.031 top5 3.125 | Epoch: [67][530/553] Time 2.506 Data 0.001 Err 0.3870 top1 9.375 top5 3.125 | Epoch: [67][531/553] Time 2.437 Data 0.001 Err 0.2374 top1 6.250 top5 2.344 | Epoch: [67][532/553] Time 2.443 Data 0.001 Err 0.2219 top1 6.250 top5 1.562 | Epoch: [67][533/553] Time 2.499 Data 0.001 Err 0.2083 top1 3.906 top5 0.781 | Epoch: [67][534/553] Time 2.438 Data 0.001 Err 0.2726 top1 8.594 top5 3.125 | Epoch: [67][535/553] Time 2.460 Data 0.001 Err 0.3436 top1 9.375 top5 3.906 | Epoch: [67][536/553] Time 2.436 Data 0.001 Err 0.2431 top1 7.812 top5 0.000 | Epoch: [67][537/553] Time 2.441 Data 0.001 Err 0.3371 top1 7.031 top5 4.688 | Epoch: [67][538/553] Time 2.491 Data 0.001 Err 0.2152 top1 4.688 top5 0.000 | Epoch: [67][539/553] Time 2.436 Data 0.001 Err 0.1731 top1 6.250 top5 1.562 | Epoch: [67][540/553] Time 2.449 Data 0.001 Err 0.2486 top1 7.031 top5 0.781 | Epoch: [67][541/553] Time 2.450 Data 0.001 Err 0.2795 top1 9.375 top5 1.562 | Epoch: [67][542/553] Time 2.437 Data 0.001 Err 0.2164 top1 5.469 top5 1.562 | Epoch: [67][543/553] Time 2.508 Data 0.000 Err 0.2643 top1 6.250 top5 1.562 | Epoch: [67][544/553] Time 2.444 Data 0.000 Err 0.3642 top1 8.594 top5 4.688 | Epoch: [67][545/553] Time 2.444 Data 0.000 Err 0.3341 top1 9.375 top5 3.125 | Epoch: [67][546/553] Time 2.442 Data 0.000 Err 0.2152 top1 3.125 top5 3.125 | Epoch: [67][547/553] Time 2.444 Data 0.000 Err 0.1978 top1 4.688 top5 0.781 | Epoch: [67][548/553] Time 2.431 Data 0.000 Err 0.2621 top1 6.250 top5 3.906 | Epoch: [67][549/553] Time 2.436 Data 0.000 Err 0.4172 top1 10.156 top5 5.469 | Epoch: [67][550/553] Time 2.446 Data 0.000 Err 0.1686 top1 5.469 top5 0.781 | Epoch: [67][551/553] Time 2.440 Data 0.000 Err 0.1886 top1 4.688 top5 1.562 | Epoch: [67][552/553] Time 2.443 Data 0.000 Err 0.3689 top1 11.719 top5 3.125 | Epoch: [67][553/553] Time 1.027 Data 0.000 Err 0.2580 top1 9.091 top5 0.000 | Test: [67][1/198] Time 2.261 Data 1.533 top1 10.156 ( 10.156) top5 1.562 ( 1.562) | Test: [67][2/198] Time 0.725 Data 0.001 top1 12.500 ( 11.328) top5 2.344 ( 1.953) | Test: [67][3/198] Time 0.718 Data 0.000 top1 16.406 ( 13.021) top5 1.562 ( 1.823) | Test: [67][4/198] Time 0.721 Data 0.001 top1 13.281 ( 13.086) top5 2.344 ( 1.953) | Test: [67][5/198] Time 0.721 Data 0.003 top1 10.156 ( 12.500) top5 3.906 ( 2.344) | Test: [67][6/198] Time 0.716 Data 0.001 top1 14.844 ( 12.891) top5 3.906 ( 2.604) | Test: [67][7/198] Time 0.718 Data 0.001 top1 12.500 ( 12.835) top5 0.781 ( 2.344) | Test: [67][8/198] Time 0.714 Data 0.001 top1 11.719 ( 12.695) top5 3.125 ( 2.441) | Test: [67][9/198] Time 0.716 Data 0.001 top1 10.938 ( 12.500) top5 1.562 ( 2.344) | Test: [67][10/198] Time 0.716 Data 0.001 top1 13.281 ( 12.578) top5 3.125 ( 2.422) | Test: [67][11/198] Time 0.732 Data 0.001 top1 14.844 ( 12.784) top5 2.344 ( 2.415) | Test: [67][12/198] Time 0.718 Data 0.000 top1 12.500 ( 12.760) top5 1.562 ( 2.344) | Test: [67][13/198] Time 0.725 Data 0.001 top1 14.844 ( 12.921) top5 3.125 ( 2.404) | Test: [67][14/198] Time 0.720 Data 0.001 top1 10.938 ( 12.779) top5 3.125 ( 2.455) | Test: [67][15/198] Time 0.725 Data 0.001 top1 15.625 ( 12.969) top5 1.562 ( 2.396) | Test: [67][16/198] Time 0.726 Data 0.001 top1 17.188 ( 13.232) top5 1.562 ( 2.344) | Test: [67][17/198] Time 0.717 Data 0.001 top1 14.062 ( 13.281) top5 3.906 ( 2.436) | Test: [67][18/198] Time 0.716 Data 0.001 top1 12.500 ( 13.238) top5 2.344 ( 2.431) | Test: [67][19/198] Time 0.728 Data 0.001 top1 12.500 ( 13.199) top5 3.125 ( 2.467) | Test: [67][20/198] Time 0.723 Data 0.001 top1 10.938 ( 13.086) top5 3.906 ( 2.539) | Test: [67][21/198] Time 0.718 Data 0.001 top1 10.156 ( 12.946) top5 3.906 ( 2.604) | Test: [67][22/198] Time 0.712 Data 0.001 top1 18.750 ( 13.210) top5 2.344 ( 2.592) | Test: [67][23/198] Time 0.734 Data 0.001 top1 2.344 ( 12.738) top5 0.000 ( 2.480) | Test: [67][24/198] Time 0.726 Data 0.001 top1 12.500 ( 12.728) top5 3.906 ( 2.539) | Test: [67][25/198] Time 0.720 Data 0.001 top1 9.375 ( 12.594) top5 2.344 ( 2.531) | Test: [67][26/198] Time 0.719 Data 0.001 top1 14.844 ( 12.680) top5 3.906 ( 2.584) | Test: [67][27/198] Time 0.715 Data 0.001 top1 14.062 ( 12.731) top5 3.125 ( 2.604) | Test: [67][28/198] Time 0.719 Data 0.001 top1 15.625 ( 12.835) top5 1.562 ( 2.567) | Test: [67][29/198] Time 0.714 Data 0.001 top1 13.281 ( 12.850) top5 3.125 ( 2.586) | Test: [67][30/198] Time 0.723 Data 0.001 top1 9.375 ( 12.734) top5 2.344 ( 2.578) | Test: [67][31/198] Time 0.738 Data 0.001 top1 8.594 ( 12.601) top5 0.781 ( 2.520) | Test: [67][32/198] Time 0.727 Data 0.001 top1 6.250 ( 12.402) top5 2.344 ( 2.515) | Test: [67][33/198] Time 0.733 Data 0.001 top1 10.938 ( 12.358) top5 3.125 ( 2.533) | Test: [67][34/198] Time 0.734 Data 0.001 top1 17.969 ( 12.523) top5 3.125 ( 2.551) | Test: [67][35/198] Time 0.730 Data 0.001 top1 14.062 ( 12.567) top5 0.000 ( 2.478) | Test: [67][36/198] Time 0.716 Data 0.001 top1 12.500 ( 12.565) top5 0.000 ( 2.409) | Test: [67][37/198] Time 0.719 Data 0.001 top1 10.156 ( 12.500) top5 3.125 ( 2.428) | Test: [67][38/198] Time 0.723 Data 0.002 top1 10.156 ( 12.438) top5 0.000 ( 2.364) | Test: [67][39/198] Time 0.722 Data 0.001 top1 15.625 ( 12.520) top5 3.906 ( 2.404) | Test: [67][40/198] Time 0.723 Data 0.001 top1 14.844 ( 12.578) top5 5.469 ( 2.480) | Test: [67][41/198] Time 0.728 Data 0.001 top1 10.156 ( 12.519) top5 3.125 ( 2.496) | Test: [67][42/198] Time 0.720 Data 0.001 top1 12.500 ( 12.519) top5 2.344 ( 2.493) | Test: [67][43/198] Time 0.724 Data 0.001 top1 18.750 ( 12.664) top5 3.906 ( 2.525) | Test: [67][44/198] Time 0.725 Data 0.001 top1 10.156 ( 12.607) top5 1.562 ( 2.504) | Test: [67][45/198] Time 0.714 Data 0.001 top1 12.500 ( 12.604) top5 2.344 ( 2.500) | Test: [67][46/198] Time 0.719 Data 0.001 top1 6.250 ( 12.466) top5 0.781 ( 2.463) | Test: [67][47/198] Time 0.722 Data 0.001 top1 12.500 ( 12.467) top5 3.125 ( 2.477) | Test: [67][48/198] Time 0.717 Data 0.001 top1 13.281 ( 12.484) top5 2.344 ( 2.474) | Test: [67][49/198] Time 0.717 Data 0.001 top1 10.938 ( 12.452) top5 0.781 ( 2.439) | Test: [67][50/198] Time 0.733 Data 0.001 top1 10.938 ( 12.422) top5 3.906 ( 2.469) | Test: [67][51/198] Time 0.720 Data 0.001 top1 12.500 ( 12.423) top5 5.469 ( 2.528) | Test: [67][52/198] Time 0.729 Data 0.001 top1 12.500 ( 12.425) top5 1.562 ( 2.509) | Test: [67][53/198] Time 0.720 Data 0.003 top1 16.406 ( 12.500) top5 2.344 ( 2.506) | Test: [67][54/198] Time 0.719 Data 0.001 top1 10.156 ( 12.457) top5 3.906 ( 2.532) | Test: [67][55/198] Time 0.712 Data 0.001 top1 12.500 ( 12.457) top5 3.906 ( 2.557) | Test: [67][56/198] Time 0.716 Data 0.001 top1 7.812 ( 12.374) top5 0.781 ( 2.525) | Test: [67][57/198] Time 0.718 Data 0.001 top1 8.594 ( 12.308) top5 3.125 ( 2.536) | Test: [67][58/198] Time 0.721 Data 0.001 top1 10.938 ( 12.284) top5 2.344 ( 2.532) | Test: [67][59/198] Time 0.721 Data 0.001 top1 11.719 ( 12.275) top5 0.781 ( 2.503) | Test: [67][60/198] Time 0.713 Data 0.001 top1 12.500 ( 12.279) top5 0.000 ( 2.461) | Test: [67][61/198] Time 0.718 Data 0.001 top1 14.062 ( 12.308) top5 0.781 ( 2.433) | Test: [67][62/198] Time 0.715 Data 0.001 top1 8.594 ( 12.248) top5 0.000 ( 2.394) | Test: [67][63/198] Time 0.719 Data 0.001 top1 15.625 ( 12.302) top5 3.906 ( 2.418) | Test: [67][64/198] Time 0.717 Data 0.001 top1 9.375 ( 12.256) top5 2.344 ( 2.417) | Test: [67][65/198] Time 0.730 Data 0.001 top1 12.500 ( 12.260) top5 0.000 ( 2.380) | Test: [67][66/198] Time 0.718 Data 0.000 top1 5.469 ( 12.157) top5 2.344 ( 2.379) | Test: [67][67/198] Time 0.716 Data 0.001 top1 14.844 ( 12.197) top5 3.125 ( 2.390) | Test: [67][68/198] Time 0.722 Data 0.000 top1 13.281 ( 12.213) top5 2.344 ( 2.390) | Test: [67][69/198] Time 0.719 Data 0.001 top1 13.281 ( 12.228) top5 1.562 ( 2.378) | Test: [67][70/198] Time 0.726 Data 0.001 top1 9.375 ( 12.188) top5 1.562 ( 2.366) | Test: [67][71/198] Time 0.723 Data 0.001 top1 9.375 ( 12.148) top5 3.906 ( 2.388) | Test: [67][72/198] Time 0.724 Data 0.001 top1 4.688 ( 12.044) top5 1.562 ( 2.376) | Test: [67][73/198] Time 0.730 Data 0.001 top1 11.719 ( 12.040) top5 2.344 ( 2.376) | Test: [67][74/198] Time 0.719 Data 0.001 top1 10.938 ( 12.025) top5 3.125 ( 2.386) | Test: [67][75/198] Time 0.725 Data 0.001 top1 11.719 ( 12.021) top5 1.562 ( 2.375) | Test: [67][76/198] Time 0.722 Data 0.001 top1 13.281 ( 12.037) top5 2.344 ( 2.375) | Test: [67][77/198] Time 0.726 Data 0.001 top1 8.594 ( 11.993) top5 2.344 ( 2.374) | Test: [67][78/198] Time 0.718 Data 0.001 top1 10.938 ( 11.979) top5 1.562 ( 2.364) | Test: [67][79/198] Time 0.718 Data 0.001 top1 11.719 ( 11.976) top5 1.562 ( 2.354) | Test: [67][80/198] Time 0.723 Data 0.001 top1 10.938 ( 11.963) top5 2.344 ( 2.354) | Test: [67][81/198] Time 0.733 Data 0.001 top1 11.719 ( 11.960) top5 0.781 ( 2.334) | Test: [67][82/198] Time 0.745 Data 0.001 top1 16.406 ( 12.014) top5 5.469 ( 2.372) | Test: [67][83/198] Time 0.735 Data 0.001 top1 14.844 ( 12.048) top5 5.469 ( 2.410) | Test: [67][84/198] Time 0.723 Data 0.000 top1 10.938 ( 12.035) top5 1.562 ( 2.400) | Test: [67][85/198] Time 0.713 Data 0.001 top1 12.500 ( 12.040) top5 1.562 ( 2.390) | Test: [67][86/198] Time 0.715 Data 0.001 top1 13.281 ( 12.055) top5 2.344 ( 2.389) | Test: [67][87/198] Time 0.720 Data 0.001 top1 12.500 ( 12.060) top5 2.344 ( 2.389) | Test: [67][88/198] Time 0.720 Data 0.001 top1 17.188 ( 12.118) top5 2.344 ( 2.388) | Test: [67][89/198] Time 0.716 Data 0.001 top1 10.938 ( 12.105) top5 2.344 ( 2.388) | Test: [67][90/198] Time 0.758 Data 0.001 top1 12.500 ( 12.109) top5 2.344 ( 2.387) | Test: [67][91/198] Time 0.713 Data 0.001 top1 10.156 ( 12.088) top5 0.781 ( 2.370) | Test: [67][92/198] Time 0.715 Data 0.001 top1 15.625 ( 12.126) top5 2.344 ( 2.369) | Test: [67][93/198] Time 0.724 Data 0.001 top1 12.500 ( 12.130) top5 3.906 ( 2.386) | Test: [67][94/198] Time 0.718 Data 0.001 top1 10.156 ( 12.109) top5 0.781 ( 2.369) | Test: [67][95/198] Time 0.716 Data 0.001 top1 9.375 ( 12.081) top5 1.562 ( 2.360) | Test: [67][96/198] Time 0.719 Data 0.001 top1 12.500 ( 12.085) top5 1.562 ( 2.352) | Test: [67][97/198] Time 0.717 Data 0.001 top1 11.719 ( 12.081) top5 3.906 ( 2.368) | Test: [67][98/198] Time 0.722 Data 0.001 top1 7.812 ( 12.038) top5 2.344 ( 2.368) | Test: [67][99/198] Time 0.727 Data 0.001 top1 13.281 ( 12.050) top5 2.344 ( 2.367) | Test: [67][100/198] Time 0.724 Data 0.001 top1 12.500 ( 12.055) top5 2.344 ( 2.367) | Test: [67][101/198] Time 0.730 Data 0.001 top1 7.812 ( 12.013) top5 0.781 ( 2.351) | Test: [67][102/198] Time 0.736 Data 0.001 top1 17.188 ( 12.063) top5 5.469 ( 2.382) | Test: [67][103/198] Time 0.735 Data 0.001 top1 7.812 ( 12.022) top5 1.562 ( 2.374) | Test: [67][104/198] Time 0.724 Data 0.001 top1 12.500 ( 12.027) top5 0.781 ( 2.359) | Test: [67][105/198] Time 0.729 Data 0.001 top1 12.500 ( 12.031) top5 3.906 ( 2.374) | Test: [67][106/198] Time 0.719 Data 0.001 top1 17.188 ( 12.080) top5 4.688 ( 2.395) | Test: [67][107/198] Time 0.717 Data 0.001 top1 14.844 ( 12.106) top5 2.344 ( 2.395) | Test: [67][108/198] Time 0.729 Data 0.001 top1 9.375 ( 12.080) top5 0.000 ( 2.373) | Test: [67][109/198] Time 0.722 Data 0.001 top1 14.062 ( 12.099) top5 4.688 ( 2.394) | Test: [67][110/198] Time 0.722 Data 0.001 top1 13.281 ( 12.109) top5 1.562 ( 2.386) | Test: [67][111/198] Time 0.719 Data 0.001 top1 9.375 ( 12.085) top5 1.562 ( 2.379) | Test: [67][112/198] Time 0.733 Data 0.001 top1 12.500 ( 12.088) top5 2.344 ( 2.379) | Test: [67][113/198] Time 0.732 Data 0.000 top1 12.500 ( 12.092) top5 2.344 ( 2.378) | Test: [67][114/198] Time 0.728 Data 0.001 top1 13.281 ( 12.103) top5 2.344 ( 2.378) | Test: [67][115/198] Time 0.734 Data 0.001 top1 9.375 ( 12.079) top5 0.000 ( 2.357) | Test: [67][116/198] Time 0.712 Data 0.001 top1 17.969 ( 12.130) top5 3.906 ( 2.371) | Test: [67][117/198] Time 0.729 Data 0.001 top1 14.844 ( 12.153) top5 1.562 ( 2.364) | Test: [67][118/198] Time 0.716 Data 0.001 top1 10.156 ( 12.136) top5 2.344 ( 2.364) | Test: [67][119/198] Time 0.715 Data 0.001 top1 12.500 ( 12.139) top5 2.344 ( 2.363) | Test: [67][120/198] Time 0.714 Data 0.001 top1 14.844 ( 12.161) top5 5.469 ( 2.389) | Test: [67][121/198] Time 0.713 Data 0.001 top1 13.281 ( 12.171) top5 3.906 ( 2.402) | Test: [67][122/198] Time 0.727 Data 0.001 top1 10.938 ( 12.161) top5 0.000 ( 2.382) | Test: [67][123/198] Time 0.717 Data 0.001 top1 14.844 ( 12.182) top5 3.906 ( 2.395) | Test: [67][124/198] Time 0.722 Data 0.001 top1 13.281 ( 12.191) top5 4.688 ( 2.413) | Test: [67][125/198] Time 0.727 Data 0.000 top1 11.719 ( 12.188) top5 2.344 ( 2.413) | Test: [67][126/198] Time 0.728 Data 0.001 top1 10.938 ( 12.178) top5 2.344 ( 2.412) | Test: [67][127/198] Time 0.728 Data 0.001 top1 11.719 ( 12.174) top5 4.688 ( 2.430) | Test: [67][128/198] Time 0.721 Data 0.001 top1 12.500 ( 12.177) top5 1.562 ( 2.423) | Test: [67][129/198] Time 0.724 Data 0.001 top1 10.156 ( 12.161) top5 3.906 ( 2.435) | Test: [67][130/198] Time 0.717 Data 0.001 top1 14.844 ( 12.181) top5 3.125 ( 2.440) | Test: [67][131/198] Time 0.727 Data 0.001 top1 8.594 ( 12.154) top5 1.562 ( 2.433) | Test: [67][132/198] Time 0.718 Data 0.001 top1 17.188 ( 12.192) top5 1.562 ( 2.427) | Test: [67][133/198] Time 0.719 Data 0.001 top1 12.500 ( 12.195) top5 3.125 ( 2.432) | Test: [67][134/198] Time 0.719 Data 0.001 top1 10.938 ( 12.185) top5 1.562 ( 2.425) | Test: [67][135/198] Time 0.719 Data 0.001 top1 11.719 ( 12.182) top5 3.125 ( 2.431) | Test: [67][136/198] Time 0.740 Data 0.001 top1 10.156 ( 12.167) top5 0.000 ( 2.413) | Test: [67][137/198] Time 0.732 Data 0.001 top1 13.281 ( 12.175) top5 4.688 ( 2.429) | Test: [67][138/198] Time 0.746 Data 0.001 top1 11.719 ( 12.172) top5 3.125 ( 2.434) | Test: [67][139/198] Time 0.724 Data 0.001 top1 7.812 ( 12.140) top5 0.000 ( 2.417) | Test: [67][140/198] Time 0.720 Data 0.001 top1 10.156 ( 12.126) top5 3.906 ( 2.427) | Test: [67][141/198] Time 0.718 Data 0.001 top1 14.844 ( 12.145) top5 3.125 ( 2.432) | Test: [67][142/198] Time 0.732 Data 0.001 top1 11.719 ( 12.142) top5 3.125 ( 2.437) | Test: [67][143/198] Time 0.724 Data 0.001 top1 9.375 ( 12.123) top5 0.781 ( 2.426) | Test: [67][144/198] Time 0.716 Data 0.001 top1 14.844 ( 12.142) top5 1.562 ( 2.420) | Test: [67][145/198] Time 0.714 Data 0.001 top1 14.062 ( 12.155) top5 3.125 ( 2.425) | Test: [67][146/198] Time 0.733 Data 0.001 top1 8.594 ( 12.131) top5 3.906 ( 2.435) | Test: [67][147/198] Time 0.726 Data 0.001 top1 10.156 ( 12.117) top5 0.781 ( 2.423) | Test: [67][148/198] Time 0.725 Data 0.000 top1 13.281 ( 12.125) top5 0.781 ( 2.412) | Test: [67][149/198] Time 0.718 Data 0.000 top1 12.500 ( 12.128) top5 1.562 ( 2.407) | Test: [67][150/198] Time 0.724 Data 0.000 top1 13.281 ( 12.135) top5 3.125 ( 2.411) | Test: [67][151/198] Time 0.716 Data 0.001 top1 13.281 ( 12.143) top5 5.469 ( 2.432) | Test: [67][152/198] Time 0.721 Data 0.000 top1 14.062 ( 12.156) top5 2.344 ( 2.431) | Test: [67][153/198] Time 0.724 Data 0.000 top1 9.375 ( 12.137) top5 2.344 ( 2.431) | Test: [67][154/198] Time 0.718 Data 0.000 top1 12.500 ( 12.140) top5 3.125 ( 2.435) | Test: [67][155/198] Time 0.725 Data 0.001 top1 13.281 ( 12.147) top5 1.562 ( 2.429) | Test: [67][156/198] Time 0.715 Data 0.001 top1 14.844 ( 12.164) top5 2.344 ( 2.429) | Test: [67][157/198] Time 0.725 Data 0.001 top1 14.844 ( 12.182) top5 1.562 ( 2.423) | Test: [67][158/198] Time 0.722 Data 0.001 top1 16.406 ( 12.208) top5 2.344 ( 2.423) | Test: [67][159/198] Time 0.724 Data 0.001 top1 11.719 ( 12.205) top5 2.344 ( 2.422) | Test: [67][160/198] Time 0.717 Data 0.001 top1 13.281 ( 12.212) top5 3.125 ( 2.427) | Test: [67][161/198] Time 0.718 Data 0.001 top1 14.844 ( 12.228) top5 2.344 ( 2.426) | Test: [67][162/198] Time 0.716 Data 0.001 top1 14.062 ( 12.240) top5 2.344 ( 2.426) | Test: [67][163/198] Time 0.719 Data 0.002 top1 17.969 ( 12.275) top5 3.125 ( 2.430) | Test: [67][164/198] Time 0.717 Data 0.001 top1 7.031 ( 12.243) top5 2.344 ( 2.429) | Test: [67][165/198] Time 0.722 Data 0.001 top1 17.969 ( 12.277) top5 3.906 ( 2.438) | Test: [67][166/198] Time 0.728 Data 0.001 top1 12.500 ( 12.279) top5 2.344 ( 2.438) | Test: [67][167/198] Time 0.723 Data 0.001 top1 11.719 ( 12.275) top5 3.125 ( 2.442) | Test: [67][168/198] Time 0.722 Data 0.002 top1 8.594 ( 12.254) top5 2.344 ( 2.441) | Test: [67][169/198] Time 0.727 Data 0.001 top1 11.719 ( 12.250) top5 1.562 ( 2.436) | Test: [67][170/198] Time 0.724 Data 0.000 top1 15.625 ( 12.270) top5 3.125 ( 2.440) | Test: [67][171/198] Time 0.726 Data 0.001 top1 10.938 ( 12.262) top5 0.781 ( 2.431) | Test: [67][172/198] Time 0.715 Data 0.001 top1 10.156 ( 12.250) top5 2.344 ( 2.430) | Test: [67][173/198] Time 0.718 Data 0.001 top1 10.938 ( 12.243) top5 3.125 ( 2.434) | Test: [67][174/198] Time 0.720 Data 0.001 top1 14.844 ( 12.258) top5 3.906 ( 2.443) | Test: [67][175/198] Time 0.716 Data 0.001 top1 16.406 ( 12.281) top5 2.344 ( 2.442) | Test: [67][176/198] Time 0.727 Data 0.001 top1 10.156 ( 12.269) top5 1.562 ( 2.437) | Test: [67][177/198] Time 0.719 Data 0.001 top1 12.500 ( 12.270) top5 3.906 ( 2.445) | Test: [67][178/198] Time 0.720 Data 0.000 top1 11.719 ( 12.267) top5 3.906 ( 2.453) | Test: [67][179/198] Time 0.721 Data 0.000 top1 12.500 ( 12.269) top5 3.125 ( 2.457) | Test: [67][180/198] Time 0.726 Data 0.000 top1 16.406 ( 12.292) top5 1.562 ( 2.452) | Test: [67][181/198] Time 0.721 Data 0.001 top1 9.375 ( 12.276) top5 1.562 ( 2.447) | Test: [67][182/198] Time 0.719 Data 0.001 top1 13.281 ( 12.281) top5 3.906 ( 2.455) | Test: [67][183/198] Time 0.723 Data 0.001 top1 14.062 ( 12.291) top5 2.344 ( 2.455) | Test: [67][184/198] Time 0.716 Data 0.001 top1 14.062 ( 12.300) top5 0.781 ( 2.446) | Test: [67][185/198] Time 0.730 Data 0.001 top1 11.719 ( 12.297) top5 3.125 ( 2.449) | Test: [67][186/198] Time 0.726 Data 0.001 top1 14.844 ( 12.311) top5 1.562 ( 2.445) | Test: [67][187/198] Time 0.724 Data 0.001 top1 10.156 ( 12.299) top5 1.562 ( 2.440) | Test: [67][188/198] Time 0.726 Data 0.000 top1 7.812 ( 12.276) top5 0.781 ( 2.431) | Test: [67][189/198] Time 0.722 Data 0.000 top1 10.938 ( 12.269) top5 0.000 ( 2.418) | Test: [67][190/198] Time 0.730 Data 0.000 top1 14.844 ( 12.282) top5 5.469 ( 2.434) | Test: [67][191/198] Time 0.731 Data 0.000 top1 10.938 ( 12.275) top5 1.562 ( 2.430) | Test: [67][192/198] Time 0.714 Data 0.000 top1 14.062 ( 12.284) top5 2.344 ( 2.429) | Test: [67][193/198] Time 0.720 Data 0.000 top1 14.062 ( 12.294) top5 3.906 ( 2.437) | Test: [67][194/198] Time 0.716 Data 0.000 top1 16.406 ( 12.315) top5 3.906 ( 2.444) | Test: [67][195/198] Time 0.728 Data 0.001 top1 14.844 ( 12.328) top5 3.125 ( 2.448) | Test: [67][196/198] Time 0.720 Data 0.000 top1 14.844 ( 12.341) top5 3.125 ( 2.451) | Test: [67][197/198] Time 0.259 Data 0.000 top1 20.588 ( 12.382) top5 5.882 ( 2.469) | Test: [67][198/198] Time 0.707 Data 0.000 top1 7.812 ( 12.359) top5 0.781 ( 2.460) * Finished epoch # 67 top1: 12.359 top5: 2.460 Epoch 68 => Training epoch # 68 | Epoch: [68][1/553] Time 5.166 Data 2.650 Err 0.2214 top1 6.250 top5 2.344 | Epoch: [68][2/553] Time 2.439 Data 0.001 Err 0.1697 top1 5.469 top5 0.000 | Epoch: [68][3/553] Time 2.427 Data 0.001 Err 0.3757 top1 9.375 top5 2.344 | Epoch: [68][4/553] Time 2.467 Data 0.001 Err 0.2337 top1 6.250 top5 0.781 | Epoch: [68][5/553] Time 2.445 Data 0.001 Err 0.3041 top1 5.469 top5 3.906 | Epoch: [68][6/553] Time 2.468 Data 0.001 Err 0.2982 top1 7.031 top5 3.125 | Epoch: [68][7/553] Time 2.446 Data 0.001 Err 0.3009 top1 5.469 top5 3.906 | Epoch: [68][8/553] Time 2.437 Data 0.001 Err 0.2352 top1 6.250 top5 0.781 | Epoch: [68][9/553] Time 2.484 Data 0.001 Err 0.1972 top1 5.469 top5 0.781 | Epoch: [68][10/553] Time 2.482 Data 0.001 Err 0.2459 top1 7.812 top5 0.781 | Epoch: [68][11/553] Time 2.445 Data 0.003 Err 0.2428 top1 6.250 top5 0.781 | Epoch: [68][12/553] Time 2.442 Data 0.000 Err 0.2685 top1 7.812 top5 1.562 | Epoch: [68][13/553] Time 2.480 Data 0.001 Err 0.2854 top1 7.031 top5 0.781 | Epoch: [68][14/553] Time 2.478 Data 0.001 Err 0.2278 top1 4.688 top5 2.344 | Epoch: [68][15/553] Time 2.436 Data 0.001 Err 0.3006 top1 7.812 top5 2.344 | Epoch: [68][16/553] Time 2.459 Data 0.001 Err 0.2841 top1 6.250 top5 1.562 | Epoch: [68][17/553] Time 2.475 Data 0.001 Err 0.2237 top1 8.594 top5 0.781 | Epoch: [68][18/553] Time 2.444 Data 0.001 Err 0.2686 top1 10.156 top5 0.781 | Epoch: [68][19/553] Time 2.449 Data 0.001 Err 0.1912 top1 5.469 top5 0.781 | Epoch: [68][20/553] Time 2.477 Data 0.001 Err 0.1945 top1 3.906 top5 2.344 | Epoch: [68][21/553] Time 2.453 Data 0.001 Err 0.2024 top1 4.688 top5 2.344 | Epoch: [68][22/553] Time 2.468 Data 0.001 Err 0.1368 top1 2.344 top5 1.562 | Epoch: [68][23/553] Time 2.446 Data 0.001 Err 0.2649 top1 6.250 top5 3.125 | Epoch: [68][24/553] Time 2.474 Data 0.001 Err 0.2299 top1 6.250 top5 1.562 | Epoch: [68][25/553] Time 2.443 Data 0.001 Err 0.2555 top1 6.250 top5 2.344 | Epoch: [68][26/553] Time 2.437 Data 0.001 Err 0.2036 top1 4.688 top5 0.781 | Epoch: [68][27/553] Time 2.437 Data 0.001 Err 0.2293 top1 6.250 top5 1.562 | Epoch: [68][28/553] Time 2.525 Data 0.001 Err 0.2545 top1 7.031 top5 2.344 | Epoch: [68][29/553] Time 2.459 Data 0.001 Err 0.1994 top1 5.469 top5 1.562 | Epoch: [68][30/553] Time 2.446 Data 0.001 Err 0.2557 top1 6.250 top5 2.344 | Epoch: [68][31/553] Time 2.475 Data 0.001 Err 0.2093 top1 6.250 top5 0.781 | Epoch: [68][32/553] Time 2.520 Data 0.001 Err 0.1904 top1 3.906 top5 1.562 | Epoch: [68][33/553] Time 2.454 Data 0.001 Err 0.3802 top1 10.938 top5 3.125 | Epoch: [68][34/553] Time 2.529 Data 0.001 Err 0.2273 top1 6.250 top5 1.562 | Epoch: [68][35/553] Time 2.479 Data 0.001 Err 0.2354 top1 7.812 top5 0.781 | Epoch: [68][36/553] Time 2.437 Data 0.001 Err 0.2277 top1 7.031 top5 0.781 | Epoch: [68][37/553] Time 2.468 Data 0.001 Err 0.1752 top1 5.469 top5 0.000 | Epoch: [68][38/553] Time 2.491 Data 0.001 Err 0.2343 top1 5.469 top5 1.562 | Epoch: [68][39/553] Time 2.477 Data 0.003 Err 0.3138 top1 9.375 top5 1.562 | Epoch: [68][40/553] Time 2.468 Data 0.001 Err 0.2325 top1 6.250 top5 1.562 | Epoch: [68][41/553] Time 2.446 Data 0.001 Err 0.2294 top1 4.688 top5 3.125 | Epoch: [68][42/553] Time 2.475 Data 0.001 Err 0.1977 top1 7.031 top5 0.781 | Epoch: [68][43/553] Time 2.438 Data 0.001 Err 0.1888 top1 5.469 top5 2.344 | Epoch: [68][44/553] Time 2.475 Data 0.001 Err 0.1557 top1 2.344 top5 1.562 | Epoch: [68][45/553] Time 2.477 Data 0.001 Err 0.2448 top1 6.250 top5 3.125 | Epoch: [68][46/553] Time 2.510 Data 0.001 Err 0.2484 top1 7.031 top5 0.781 | Epoch: [68][47/553] Time 2.449 Data 0.001 Err 0.2497 top1 7.812 top5 1.562 | Epoch: [68][48/553] Time 2.440 Data 0.001 Err 0.2070 top1 7.812 top5 0.000 | Epoch: [68][49/553] Time 2.516 Data 0.001 Err 0.0951 top1 1.562 top5 0.000 | Epoch: [68][50/553] Time 2.486 Data 0.001 Err 0.1686 top1 3.906 top5 0.781 | Epoch: [68][51/553] Time 2.485 Data 0.001 Err 0.3360 top1 10.938 top5 0.781 | Epoch: [68][52/553] Time 2.452 Data 0.001 Err 0.3238 top1 10.156 top5 2.344 | Epoch: [68][53/553] Time 2.490 Data 0.001 Err 0.4027 top1 10.156 top5 3.906 | Epoch: [68][54/553] Time 2.445 Data 0.001 Err 0.1113 top1 2.344 top5 0.000 | Epoch: [68][55/553] Time 2.482 Data 0.001 Err 0.3352 top1 9.375 top5 3.125 | Epoch: [68][56/553] Time 2.458 Data 0.001 Err 0.3411 top1 7.812 top5 1.562 | Epoch: [68][57/553] Time 2.487 Data 0.001 Err 0.2306 top1 7.812 top5 2.344 | Epoch: [68][58/553] Time 2.442 Data 0.001 Err 0.1509 top1 3.906 top5 1.562 | Epoch: [68][59/553] Time 2.458 Data 0.001 Err 0.1836 top1 5.469 top5 0.781 | Epoch: [68][60/553] Time 2.497 Data 0.001 Err 0.1812 top1 3.125 top5 0.781 | Epoch: [68][61/553] Time 2.458 Data 0.000 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [68][62/553] Time 2.455 Data 0.001 Err 0.2564 top1 6.250 top5 2.344 | Epoch: [68][63/553] Time 2.463 Data 0.001 Err 0.2792 top1 8.594 top5 1.562 | Epoch: [68][64/553] Time 2.446 Data 0.001 Err 0.2026 top1 5.469 top5 2.344 | Epoch: [68][65/553] Time 2.442 Data 0.001 Err 0.2900 top1 10.156 top5 1.562 | Epoch: [68][66/553] Time 2.453 Data 0.001 Err 0.2257 top1 4.688 top5 3.125 | Epoch: [68][67/553] Time 2.512 Data 0.001 Err 0.2844 top1 7.812 top5 1.562 | Epoch: [68][68/553] Time 2.448 Data 0.001 Err 0.1831 top1 6.250 top5 0.000 | Epoch: [68][69/553] Time 2.445 Data 0.001 Err 0.2318 top1 5.469 top5 3.125 | Epoch: [68][70/553] Time 2.470 Data 0.001 Err 0.2200 top1 3.906 top5 1.562 | Epoch: [68][71/553] Time 2.471 Data 0.001 Err 0.2299 top1 8.594 top5 0.781 | Epoch: [68][72/553] Time 2.518 Data 0.000 Err 0.2755 top1 8.594 top5 1.562 | Epoch: [68][73/553] Time 2.473 Data 0.001 Err 0.2426 top1 6.250 top5 2.344 | Epoch: [68][74/553] Time 2.452 Data 0.001 Err 0.1579 top1 5.469 top5 0.000 | Epoch: [68][75/553] Time 2.498 Data 0.001 Err 0.1772 top1 3.906 top5 0.781 | Epoch: [68][76/553] Time 2.489 Data 0.001 Err 0.2586 top1 7.031 top5 2.344 | Epoch: [68][77/553] Time 2.478 Data 0.001 Err 0.3025 top1 6.250 top5 2.344 | Epoch: [68][78/553] Time 2.508 Data 0.001 Err 0.4028 top1 9.375 top5 3.125 | Epoch: [68][79/553] Time 2.445 Data 0.001 Err 0.2859 top1 7.812 top5 1.562 | Epoch: [68][80/553] Time 2.472 Data 0.000 Err 0.3844 top1 11.719 top5 3.125 | Epoch: [68][81/553] Time 2.445 Data 0.001 Err 0.3296 top1 10.156 top5 0.781 | Epoch: [68][82/553] Time 2.451 Data 0.001 Err 0.1523 top1 3.125 top5 0.781 | Epoch: [68][83/553] Time 2.493 Data 0.001 Err 0.2672 top1 5.469 top5 1.562 | Epoch: [68][84/553] Time 2.440 Data 0.001 Err 0.4027 top1 8.594 top5 3.125 | Epoch: [68][85/553] Time 2.506 Data 0.001 Err 0.2868 top1 7.812 top5 2.344 | Epoch: [68][86/553] Time 2.448 Data 0.001 Err 0.2079 top1 7.031 top5 2.344 | Epoch: [68][87/553] Time 2.445 Data 0.001 Err 0.3159 top1 7.812 top5 3.906 | Epoch: [68][88/553] Time 2.464 Data 0.001 Err 0.2452 top1 4.688 top5 0.781 | Epoch: [68][89/553] Time 2.486 Data 0.001 Err 0.4330 top1 12.500 top5 3.906 | Epoch: [68][90/553] Time 2.499 Data 0.000 Err 0.2351 top1 6.250 top5 2.344 | Epoch: [68][91/553] Time 2.447 Data 0.001 Err 0.3158 top1 8.594 top5 3.125 | Epoch: [68][92/553] Time 2.520 Data 0.001 Err 0.2564 top1 4.688 top5 1.562 | Epoch: [68][93/553] Time 2.521 Data 0.001 Err 0.2092 top1 5.469 top5 2.344 | Epoch: [68][94/553] Time 2.491 Data 0.001 Err 0.2337 top1 7.031 top5 1.562 | Epoch: [68][95/553] Time 2.448 Data 0.001 Err 0.2725 top1 6.250 top5 1.562 | Epoch: [68][96/553] Time 2.480 Data 0.001 Err 0.1935 top1 3.125 top5 1.562 | Epoch: [68][97/553] Time 2.486 Data 0.001 Err 0.2323 top1 7.031 top5 0.000 | Epoch: [68][98/553] Time 2.432 Data 0.001 Err 0.2416 top1 6.250 top5 1.562 | Epoch: [68][99/553] Time 2.441 Data 0.001 Err 0.2241 top1 6.250 top5 1.562 | Epoch: [68][100/553] Time 2.475 Data 0.000 Err 0.2791 top1 9.375 top5 3.125 | Epoch: [68][101/553] Time 2.474 Data 0.001 Err 0.1880 top1 3.906 top5 1.562 | Epoch: [68][102/553] Time 2.509 Data 0.001 Err 0.3053 top1 10.156 top5 1.562 | Epoch: [68][103/553] Time 2.442 Data 0.001 Err 0.2117 top1 7.812 top5 0.000 | Epoch: [68][104/553] Time 2.447 Data 0.001 Err 0.1697 top1 4.688 top5 2.344 | Epoch: [68][105/553] Time 2.480 Data 0.001 Err 0.4145 top1 10.938 top5 3.125 | Epoch: [68][106/553] Time 2.458 Data 0.003 Err 0.3754 top1 9.375 top5 3.906 | Epoch: [68][107/553] Time 2.462 Data 0.001 Err 0.2647 top1 6.250 top5 3.906 | Epoch: [68][108/553] Time 2.450 Data 0.000 Err 0.3355 top1 7.812 top5 3.906 | Epoch: [68][109/553] Time 2.453 Data 0.001 Err 0.2079 top1 5.469 top5 0.781 | Epoch: [68][110/553] Time 2.491 Data 0.001 Err 0.1452 top1 3.906 top5 0.000 | Epoch: [68][111/553] Time 2.444 Data 0.001 Err 0.2502 top1 5.469 top5 3.125 | Epoch: [68][112/553] Time 2.441 Data 0.001 Err 0.2469 top1 7.031 top5 1.562 | Epoch: [68][113/553] Time 2.438 Data 0.001 Err 0.3032 top1 6.250 top5 2.344 | Epoch: [68][114/553] Time 2.474 Data 0.001 Err 0.2666 top1 5.469 top5 1.562 | Epoch: [68][115/553] Time 2.474 Data 0.001 Err 0.3604 top1 9.375 top5 3.125 | Epoch: [68][116/553] Time 2.442 Data 0.001 Err 0.2540 top1 7.812 top5 3.125 | Epoch: [68][117/553] Time 2.456 Data 0.001 Err 0.2455 top1 7.031 top5 2.344 | Epoch: [68][118/553] Time 2.447 Data 0.001 Err 0.2147 top1 5.469 top5 2.344 | Epoch: [68][119/553] Time 2.454 Data 0.001 Err 0.2129 top1 7.031 top5 0.781 | Epoch: [68][120/553] Time 2.493 Data 0.001 Err 0.1453 top1 5.469 top5 0.781 | Epoch: [68][121/553] Time 2.470 Data 0.001 Err 0.1643 top1 4.688 top5 0.000 | Epoch: [68][122/553] Time 2.495 Data 0.001 Err 0.2439 top1 7.031 top5 0.000 | Epoch: [68][123/553] Time 2.447 Data 0.001 Err 0.2443 top1 6.250 top5 0.781 | Epoch: [68][124/553] Time 2.479 Data 0.001 Err 0.2779 top1 7.812 top5 2.344 | Epoch: [68][125/553] Time 2.484 Data 0.001 Err 0.3200 top1 8.594 top5 3.125 | Epoch: [68][126/553] Time 2.486 Data 0.001 Err 0.2970 top1 7.812 top5 2.344 | Epoch: [68][127/553] Time 2.478 Data 0.001 Err 0.4334 top1 12.500 top5 3.125 | Epoch: [68][128/553] Time 2.524 Data 0.001 Err 0.2948 top1 8.594 top5 1.562 | Epoch: [68][129/553] Time 2.498 Data 0.001 Err 0.4046 top1 10.938 top5 2.344 | Epoch: [68][130/553] Time 2.446 Data 0.001 Err 0.1720 top1 4.688 top5 1.562 | Epoch: [68][131/553] Time 2.474 Data 0.001 Err 0.2386 top1 6.250 top5 2.344 | Epoch: [68][132/553] Time 2.493 Data 0.000 Err 0.3071 top1 8.594 top5 3.125 | Epoch: [68][133/553] Time 2.478 Data 0.001 Err 0.3031 top1 7.031 top5 3.906 | Epoch: [68][134/553] Time 2.452 Data 0.001 Err 0.2928 top1 6.250 top5 3.125 | Epoch: [68][135/553] Time 2.492 Data 0.001 Err 0.2098 top1 7.031 top5 0.781 | Epoch: [68][136/553] Time 2.487 Data 0.000 Err 0.2225 top1 3.906 top5 1.562 | Epoch: [68][137/553] Time 2.445 Data 0.001 Err 0.1814 top1 5.469 top5 1.562 | Epoch: [68][138/553] Time 2.438 Data 0.001 Err 0.3778 top1 8.594 top5 6.250 | Epoch: [68][139/553] Time 2.442 Data 0.001 Err 0.3136 top1 7.031 top5 3.906 | Epoch: [68][140/553] Time 2.446 Data 0.001 Err 0.2331 top1 5.469 top5 2.344 | Epoch: [68][141/553] Time 2.446 Data 0.001 Err 0.2006 top1 4.688 top5 1.562 | Epoch: [68][142/553] Time 2.507 Data 0.001 Err 0.1519 top1 3.906 top5 0.000 | Epoch: [68][143/553] Time 2.445 Data 0.001 Err 0.2717 top1 7.812 top5 2.344 | Epoch: [68][144/553] Time 2.476 Data 0.009 Err 0.2156 top1 5.469 top5 2.344 | Epoch: [68][145/553] Time 2.504 Data 0.000 Err 0.2344 top1 5.469 top5 1.562 | Epoch: [68][146/553] Time 2.452 Data 0.001 Err 0.2950 top1 7.031 top5 2.344 | Epoch: [68][147/553] Time 2.450 Data 0.001 Err 0.3635 top1 10.156 top5 3.125 | Epoch: [68][148/553] Time 2.461 Data 0.001 Err 0.0960 top1 3.125 top5 0.000 | Epoch: [68][149/553] Time 2.493 Data 0.001 Err 0.2333 top1 3.906 top5 1.562 | Epoch: [68][150/553] Time 2.444 Data 0.001 Err 0.2331 top1 7.812 top5 2.344 | Epoch: [68][151/553] Time 2.483 Data 0.000 Err 0.1786 top1 5.469 top5 1.562 | Epoch: [68][152/553] Time 2.502 Data 0.001 Err 0.2857 top1 8.594 top5 1.562 | Epoch: [68][153/553] Time 2.451 Data 0.001 Err 0.2143 top1 6.250 top5 2.344 | Epoch: [68][154/553] Time 2.464 Data 0.001 Err 0.2089 top1 6.250 top5 0.000 | Epoch: [68][155/553] Time 2.446 Data 0.001 Err 0.2725 top1 6.250 top5 1.562 | Epoch: [68][156/553] Time 2.483 Data 0.000 Err 0.2936 top1 8.594 top5 3.125 | Epoch: [68][157/553] Time 2.445 Data 0.001 Err 0.1081 top1 1.562 top5 0.781 | Epoch: [68][158/553] Time 2.444 Data 0.001 Err 0.2391 top1 7.031 top5 2.344 | Epoch: [68][159/553] Time 2.448 Data 0.001 Err 0.1801 top1 3.906 top5 1.562 | Epoch: [68][160/553] Time 2.508 Data 0.001 Err 0.2615 top1 7.031 top5 1.562 | Epoch: [68][161/553] Time 2.442 Data 0.000 Err 0.2345 top1 6.250 top5 2.344 | Epoch: [68][162/553] Time 2.444 Data 0.001 Err 0.2479 top1 7.031 top5 2.344 | Epoch: [68][163/553] Time 2.439 Data 0.001 Err 0.2096 top1 4.688 top5 1.562 | Epoch: [68][164/553] Time 2.486 Data 0.001 Err 0.2781 top1 7.031 top5 3.906 | Epoch: [68][165/553] Time 2.459 Data 0.001 Err 0.2953 top1 7.031 top5 2.344 | Epoch: [68][166/553] Time 2.460 Data 0.001 Err 0.2446 top1 7.812 top5 1.562 | Epoch: [68][167/553] Time 2.462 Data 0.001 Err 0.2956 top1 6.250 top5 2.344 | Epoch: [68][168/553] Time 2.476 Data 0.001 Err 0.2055 top1 3.906 top5 2.344 | Epoch: [68][169/553] Time 2.527 Data 0.001 Err 0.3600 top1 9.375 top5 1.562 | Epoch: [68][170/553] Time 2.439 Data 0.001 Err 0.2533 top1 5.469 top5 1.562 | Epoch: [68][171/553] Time 2.445 Data 0.001 Err 0.2189 top1 6.250 top5 2.344 | Epoch: [68][172/553] Time 2.442 Data 0.001 Err 0.1642 top1 3.125 top5 0.781 | Epoch: [68][173/553] Time 2.456 Data 0.001 Err 0.3112 top1 5.469 top5 3.125 | Epoch: [68][174/553] Time 2.443 Data 0.001 Err 0.3699 top1 10.156 top5 3.125 | Epoch: [68][175/553] Time 2.439 Data 0.001 Err 0.2517 top1 5.469 top5 2.344 | Epoch: [68][176/553] Time 2.458 Data 0.001 Err 0.2735 top1 7.812 top5 0.781 | Epoch: [68][177/553] Time 2.472 Data 0.000 Err 0.1957 top1 4.688 top5 0.781 | Epoch: [68][178/553] Time 2.459 Data 0.001 Err 0.2456 top1 7.812 top5 1.562 | Epoch: [68][179/553] Time 2.488 Data 0.001 Err 0.2865 top1 7.031 top5 2.344 | Epoch: [68][180/553] Time 2.475 Data 0.001 Err 0.3872 top1 9.375 top5 2.344 | Epoch: [68][181/553] Time 2.469 Data 0.001 Err 0.3799 top1 10.938 top5 4.688 | Epoch: [68][182/553] Time 2.437 Data 0.001 Err 0.2355 top1 6.250 top5 3.125 | Epoch: [68][183/553] Time 2.465 Data 0.001 Err 0.2937 top1 7.031 top5 3.125 | Epoch: [68][184/553] Time 2.446 Data 0.001 Err 0.2557 top1 7.812 top5 0.781 | Epoch: [68][185/553] Time 2.443 Data 0.001 Err 0.2640 top1 5.469 top5 2.344 | Epoch: [68][186/553] Time 2.494 Data 0.001 Err 0.5043 top1 11.719 top5 4.688 | Epoch: [68][187/553] Time 2.506 Data 0.000 Err 0.2487 top1 4.688 top5 2.344 | Epoch: [68][188/553] Time 2.500 Data 0.001 Err 0.2308 top1 5.469 top5 0.781 | Epoch: [68][189/553] Time 2.502 Data 0.001 Err 0.1596 top1 4.688 top5 0.781 | Epoch: [68][190/553] Time 2.440 Data 0.000 Err 0.1537 top1 3.906 top5 0.000 | Epoch: [68][191/553] Time 2.470 Data 0.001 Err 0.3291 top1 9.375 top5 3.125 | Epoch: [68][192/553] Time 2.447 Data 0.001 Err 0.1219 top1 2.344 top5 0.000 | Epoch: [68][193/553] Time 2.435 Data 0.001 Err 0.2581 top1 6.250 top5 2.344 | Epoch: [68][194/553] Time 2.442 Data 0.001 Err 0.3038 top1 9.375 top5 0.781 | Epoch: [68][195/553] Time 2.504 Data 0.001 Err 0.3205 top1 9.375 top5 3.125 | Epoch: [68][196/553] Time 2.486 Data 0.001 Err 0.3474 top1 7.031 top5 3.906 | Epoch: [68][197/553] Time 2.440 Data 0.001 Err 0.1816 top1 4.688 top5 1.562 | Epoch: [68][198/553] Time 2.446 Data 0.001 Err 0.2405 top1 5.469 top5 0.781 | Epoch: [68][199/553] Time 2.496 Data 0.001 Err 0.1616 top1 3.906 top5 0.781 | Epoch: [68][200/553] Time 2.462 Data 0.001 Err 0.2810 top1 7.812 top5 2.344 | Epoch: [68][201/553] Time 2.445 Data 0.001 Err 0.2214 top1 5.469 top5 2.344 | Epoch: [68][202/553] Time 2.452 Data 0.001 Err 0.1980 top1 5.469 top5 1.562 | Epoch: [68][203/553] Time 2.500 Data 0.001 Err 0.3152 top1 9.375 top5 0.781 | Epoch: [68][204/553] Time 2.503 Data 0.001 Err 0.2245 top1 6.250 top5 2.344 | Epoch: [68][205/553] Time 2.472 Data 0.001 Err 0.2938 top1 7.812 top5 3.125 | Epoch: [68][206/553] Time 2.466 Data 0.001 Err 0.4166 top1 10.156 top5 3.125 | Epoch: [68][207/553] Time 2.483 Data 0.001 Err 0.2163 top1 4.688 top5 0.000 | Epoch: [68][208/553] Time 2.449 Data 0.001 Err 0.2510 top1 5.469 top5 3.906 | Epoch: [68][209/553] Time 2.438 Data 0.001 Err 0.2620 top1 6.250 top5 1.562 | Epoch: [68][210/553] Time 2.439 Data 0.001 Err 0.1721 top1 3.125 top5 0.000 | Epoch: [68][211/553] Time 2.484 Data 0.001 Err 0.3056 top1 7.031 top5 3.125 | Epoch: [68][212/553] Time 2.453 Data 0.001 Err 0.2301 top1 6.250 top5 1.562 | Epoch: [68][213/553] Time 2.455 Data 0.001 Err 0.1325 top1 3.125 top5 0.781 | Epoch: [68][214/553] Time 2.455 Data 0.001 Err 0.2267 top1 5.469 top5 3.125 | Epoch: [68][215/553] Time 2.488 Data 0.001 Err 0.2853 top1 6.250 top5 1.562 | Epoch: [68][216/553] Time 2.480 Data 0.001 Err 0.3360 top1 7.812 top5 3.906 | Epoch: [68][217/553] Time 2.481 Data 0.001 Err 0.3826 top1 7.812 top5 3.125 | Epoch: [68][218/553] Time 2.445 Data 0.001 Err 0.2345 top1 6.250 top5 0.781 | Epoch: [68][219/553] Time 2.520 Data 0.001 Err 0.3461 top1 9.375 top5 3.125 | Epoch: [68][220/553] Time 2.460 Data 0.003 Err 0.2732 top1 8.594 top5 2.344 | Epoch: [68][221/553] Time 2.475 Data 0.001 Err 0.2742 top1 6.250 top5 2.344 | Epoch: [68][222/553] Time 2.459 Data 0.001 Err 0.2303 top1 6.250 top5 1.562 | Epoch: [68][223/553] Time 2.453 Data 0.001 Err 0.3448 top1 9.375 top5 2.344 | Epoch: [68][224/553] Time 2.437 Data 0.001 Err 0.3214 top1 8.594 top5 2.344 | Epoch: [68][225/553] Time 2.454 Data 0.001 Err 0.1583 top1 6.250 top5 0.781 | Epoch: [68][226/553] Time 2.444 Data 0.001 Err 0.2488 top1 5.469 top5 1.562 | Epoch: [68][227/553] Time 2.435 Data 0.001 Err 0.2794 top1 8.594 top5 3.125 | Epoch: [68][228/553] Time 2.447 Data 0.001 Err 0.4608 top1 12.500 top5 3.125 | Epoch: [68][229/553] Time 2.489 Data 0.003 Err 0.2614 top1 5.469 top5 3.125 | Epoch: [68][230/553] Time 2.447 Data 0.001 Err 0.1165 top1 3.125 top5 0.000 | Epoch: [68][231/553] Time 2.473 Data 0.000 Err 0.2353 top1 7.812 top5 0.781 | Epoch: [68][232/553] Time 2.496 Data 0.000 Err 0.3245 top1 8.594 top5 1.562 | Epoch: [68][233/553] Time 2.508 Data 0.001 Err 0.3844 top1 11.719 top5 3.125 | Epoch: [68][234/553] Time 2.444 Data 0.001 Err 0.2910 top1 11.719 top5 1.562 | Epoch: [68][235/553] Time 2.504 Data 0.001 Err 0.3267 top1 8.594 top5 2.344 | Epoch: [68][236/553] Time 2.438 Data 0.001 Err 0.3592 top1 5.469 top5 2.344 | Epoch: [68][237/553] Time 2.458 Data 0.001 Err 0.2364 top1 5.469 top5 1.562 | Epoch: [68][238/553] Time 2.450 Data 0.001 Err 0.1465 top1 3.906 top5 0.000 | Epoch: [68][239/553] Time 2.480 Data 0.001 Err 0.2122 top1 7.812 top5 2.344 | Epoch: [68][240/553] Time 2.493 Data 0.001 Err 0.2393 top1 7.031 top5 2.344 | Epoch: [68][241/553] Time 2.452 Data 0.001 Err 0.2735 top1 8.594 top5 2.344 | Epoch: [68][242/553] Time 2.479 Data 0.001 Err 0.2668 top1 6.250 top5 2.344 | Epoch: [68][243/553] Time 2.440 Data 0.000 Err 0.2156 top1 5.469 top5 2.344 | Epoch: [68][244/553] Time 2.508 Data 0.001 Err 0.1678 top1 3.906 top5 1.562 | Epoch: [68][245/553] Time 2.522 Data 0.001 Err 0.1788 top1 6.250 top5 0.781 | Epoch: [68][246/553] Time 2.505 Data 0.001 Err 0.2052 top1 4.688 top5 0.781 | Epoch: [68][247/553] Time 2.477 Data 0.001 Err 0.4174 top1 9.375 top5 6.250 | Epoch: [68][248/553] Time 2.436 Data 0.001 Err 0.3276 top1 7.812 top5 3.125 | Epoch: [68][249/553] Time 2.485 Data 0.001 Err 0.3295 top1 10.156 top5 3.125 | Epoch: [68][250/553] Time 2.488 Data 0.001 Err 0.2037 top1 5.469 top5 0.781 | Epoch: [68][251/553] Time 2.475 Data 0.001 Err 0.2731 top1 6.250 top5 1.562 | Epoch: [68][252/553] Time 2.450 Data 0.001 Err 0.3500 top1 6.250 top5 3.125 | Epoch: [68][253/553] Time 2.448 Data 0.001 Err 0.2002 top1 5.469 top5 1.562 | Epoch: [68][254/553] Time 2.484 Data 0.001 Err 0.2763 top1 7.812 top5 1.562 | Epoch: [68][255/553] Time 2.444 Data 0.001 Err 0.3466 top1 7.031 top5 4.688 | Epoch: [68][256/553] Time 2.521 Data 0.000 Err 0.1746 top1 5.469 top5 0.000 | Epoch: [68][257/553] Time 2.464 Data 0.001 Err 0.2351 top1 5.469 top5 1.562 | Epoch: [68][258/553] Time 2.468 Data 0.001 Err 0.1928 top1 6.250 top5 0.781 | Epoch: [68][259/553] Time 2.482 Data 0.001 Err 0.1864 top1 4.688 top5 0.781 | Epoch: [68][260/553] Time 2.484 Data 0.001 Err 0.2199 top1 7.031 top5 0.781 | Epoch: [68][261/553] Time 2.448 Data 0.001 Err 0.3184 top1 7.812 top5 3.906 | Epoch: [68][262/553] Time 2.439 Data 0.000 Err 0.1858 top1 7.031 top5 0.000 | Epoch: [68][263/553] Time 2.435 Data 0.001 Err 0.2655 top1 8.594 top5 2.344 | Epoch: [68][264/553] Time 2.475 Data 0.001 Err 0.2181 top1 4.688 top5 3.125 | Epoch: [68][265/553] Time 2.460 Data 0.001 Err 0.2975 top1 9.375 top5 2.344 | Epoch: [68][266/553] Time 2.449 Data 0.001 Err 0.1842 top1 3.906 top5 0.000 | Epoch: [68][267/553] Time 2.475 Data 0.001 Err 0.2454 top1 7.031 top5 2.344 | Epoch: [68][268/553] Time 2.450 Data 0.001 Err 0.1961 top1 7.031 top5 0.000 | Epoch: [68][269/553] Time 2.434 Data 0.001 Err 0.1769 top1 3.125 top5 2.344 | Epoch: [68][270/553] Time 2.446 Data 0.001 Err 0.1908 top1 3.906 top5 3.125 | Epoch: [68][271/553] Time 2.448 Data 0.001 Err 0.2091 top1 4.688 top5 0.000 | Epoch: [68][272/553] Time 2.446 Data 0.000 Err 0.2846 top1 10.938 top5 0.781 | Epoch: [68][273/553] Time 2.466 Data 0.001 Err 0.1628 top1 3.906 top5 0.781 | Epoch: [68][274/553] Time 2.445 Data 0.001 Err 0.3388 top1 11.719 top5 3.125 | Epoch: [68][275/553] Time 2.462 Data 0.001 Err 0.2439 top1 4.688 top5 2.344 | Epoch: [68][276/553] Time 2.433 Data 0.001 Err 0.3211 top1 10.156 top5 3.125 | Epoch: [68][277/553] Time 2.474 Data 0.002 Err 0.2240 top1 8.594 top5 1.562 | Epoch: [68][278/553] Time 2.455 Data 0.001 Err 0.2985 top1 6.250 top5 3.906 | Epoch: [68][279/553] Time 2.445 Data 0.001 Err 0.2015 top1 5.469 top5 1.562 | Epoch: [68][280/553] Time 2.495 Data 0.001 Err 0.3123 top1 7.812 top5 2.344 | Epoch: [68][281/553] Time 2.490 Data 0.000 Err 0.2201 top1 6.250 top5 0.781 | Epoch: [68][282/553] Time 2.497 Data 0.001 Err 0.2592 top1 8.594 top5 3.125 | Epoch: [68][283/553] Time 2.449 Data 0.001 Err 0.2822 top1 7.812 top5 3.125 | Epoch: [68][284/553] Time 2.472 Data 0.001 Err 0.1139 top1 2.344 top5 0.000 | Epoch: [68][285/553] Time 2.474 Data 0.001 Err 0.2388 top1 4.688 top5 1.562 | Epoch: [68][286/553] Time 2.483 Data 0.001 Err 0.4668 top1 10.938 top5 5.469 | Epoch: [68][287/553] Time 2.444 Data 0.001 Err 0.0798 top1 1.562 top5 0.000 | Epoch: [68][288/553] Time 2.479 Data 0.001 Err 0.1734 top1 5.469 top5 0.000 | Epoch: [68][289/553] Time 2.447 Data 0.000 Err 0.1898 top1 5.469 top5 0.781 | Epoch: [68][290/553] Time 2.462 Data 0.001 Err 0.3084 top1 7.812 top5 3.125 | Epoch: [68][291/553] Time 2.434 Data 0.001 Err 0.2877 top1 7.812 top5 1.562 | Epoch: [68][292/553] Time 2.497 Data 0.001 Err 0.2940 top1 6.250 top5 2.344 | Epoch: [68][293/553] Time 2.445 Data 0.001 Err 0.1457 top1 3.906 top5 0.781 | Epoch: [68][294/553] Time 2.500 Data 0.000 Err 0.3486 top1 7.031 top5 3.125 | Epoch: [68][295/553] Time 2.475 Data 0.001 Err 0.2093 top1 6.250 top5 1.562 | Epoch: [68][296/553] Time 2.489 Data 0.004 Err 0.2578 top1 6.250 top5 0.781 | Epoch: [68][297/553] Time 2.439 Data 0.000 Err 0.3042 top1 7.031 top5 3.125 | Epoch: [68][298/553] Time 2.468 Data 0.001 Err 0.1695 top1 4.688 top5 0.781 | Epoch: [68][299/553] Time 2.442 Data 0.000 Err 0.3850 top1 8.594 top5 3.906 | Epoch: [68][300/553] Time 2.442 Data 0.001 Err 0.2288 top1 5.469 top5 0.781 | Epoch: [68][301/553] Time 2.453 Data 0.001 Err 0.1602 top1 4.688 top5 0.000 | Epoch: [68][302/553] Time 2.443 Data 0.001 Err 0.2444 top1 5.469 top5 0.781 | Epoch: [68][303/553] Time 2.439 Data 0.001 Err 0.2287 top1 7.812 top5 1.562 | Epoch: [68][304/553] Time 2.438 Data 0.000 Err 0.1715 top1 5.469 top5 1.562 | Epoch: [68][305/553] Time 2.454 Data 0.001 Err 0.2094 top1 6.250 top5 0.000 | Epoch: [68][306/553] Time 2.446 Data 0.001 Err 0.1403 top1 4.688 top5 0.000 | Epoch: [68][307/553] Time 2.452 Data 0.001 Err 0.1665 top1 4.688 top5 0.781 | Epoch: [68][308/553] Time 2.447 Data 0.001 Err 0.3247 top1 9.375 top5 3.906 | Epoch: [68][309/553] Time 2.530 Data 0.001 Err 0.0798 top1 2.344 top5 0.781 | Epoch: [68][310/553] Time 2.479 Data 0.001 Err 0.2640 top1 8.594 top5 0.781 | Epoch: [68][311/553] Time 2.482 Data 0.001 Err 0.1973 top1 5.469 top5 1.562 | Epoch: [68][312/553] Time 2.438 Data 0.001 Err 0.2764 top1 7.031 top5 1.562 | Epoch: [68][313/553] Time 2.481 Data 0.001 Err 0.2903 top1 7.812 top5 1.562 | Epoch: [68][314/553] Time 2.448 Data 0.001 Err 0.2267 top1 7.031 top5 2.344 | Epoch: [68][315/553] Time 2.449 Data 0.004 Err 0.1526 top1 5.469 top5 0.000 | Epoch: [68][316/553] Time 2.442 Data 0.001 Err 0.2584 top1 5.469 top5 0.781 | Epoch: [68][317/553] Time 2.445 Data 0.001 Err 0.2109 top1 3.125 top5 1.562 | Epoch: [68][318/553] Time 2.448 Data 0.001 Err 0.3489 top1 5.469 top5 3.125 | Epoch: [68][319/553] Time 2.441 Data 0.001 Err 0.3411 top1 8.594 top5 1.562 | Epoch: [68][320/553] Time 2.453 Data 0.001 Err 0.2550 top1 7.031 top5 3.125 | Epoch: [68][321/553] Time 2.479 Data 0.001 Err 0.2915 top1 8.594 top5 3.125 | Epoch: [68][322/553] Time 2.439 Data 0.001 Err 0.1708 top1 3.125 top5 1.562 | Epoch: [68][323/553] Time 2.478 Data 0.001 Err 0.2038 top1 6.250 top5 0.781 | Epoch: [68][324/553] Time 2.435 Data 0.001 Err 0.1782 top1 3.906 top5 0.781 | Epoch: [68][325/553] Time 2.467 Data 0.001 Err 0.2172 top1 3.906 top5 1.562 | Epoch: [68][326/553] Time 2.458 Data 0.001 Err 0.3225 top1 8.594 top5 3.906 | Epoch: [68][327/553] Time 2.459 Data 0.001 Err 0.1646 top1 3.906 top5 0.781 | Epoch: [68][328/553] Time 2.529 Data 0.001 Err 0.2694 top1 9.375 top5 0.781 | Epoch: [68][329/553] Time 2.523 Data 0.000 Err 0.1944 top1 5.469 top5 0.000 | Epoch: [68][330/553] Time 2.461 Data 0.001 Err 0.2954 top1 5.469 top5 1.562 | Epoch: [68][331/553] Time 2.482 Data 0.001 Err 0.2547 top1 4.688 top5 2.344 | Epoch: [68][332/553] Time 2.451 Data 0.001 Err 0.2879 top1 8.594 top5 1.562 | Epoch: [68][333/553] Time 2.462 Data 0.001 Err 0.2603 top1 6.250 top5 2.344 | Epoch: [68][334/553] Time 2.442 Data 0.001 Err 0.1672 top1 3.906 top5 2.344 | Epoch: [68][335/553] Time 2.465 Data 0.001 Err 0.2968 top1 8.594 top5 0.781 | Epoch: [68][336/553] Time 2.489 Data 0.001 Err 0.2178 top1 4.688 top5 2.344 | Epoch: [68][337/553] Time 2.435 Data 0.001 Err 0.1501 top1 3.906 top5 0.781 | Epoch: [68][338/553] Time 2.443 Data 0.001 Err 0.0992 top1 2.344 top5 0.000 | Epoch: [68][339/553] Time 2.438 Data 0.000 Err 0.1769 top1 4.688 top5 0.781 | Epoch: [68][340/553] Time 2.446 Data 0.001 Err 0.2063 top1 3.906 top5 3.125 | Epoch: [68][341/553] Time 2.497 Data 0.001 Err 0.1709 top1 3.906 top5 1.562 | Epoch: [68][342/553] Time 2.449 Data 0.001 Err 0.1028 top1 2.344 top5 0.000 | Epoch: [68][343/553] Time 2.510 Data 0.001 Err 0.3216 top1 10.156 top5 3.125 | Epoch: [68][344/553] Time 2.454 Data 0.001 Err 0.2895 top1 7.812 top5 2.344 | Epoch: [68][345/553] Time 2.511 Data 0.001 Err 0.1243 top1 3.125 top5 0.781 | Epoch: [68][346/553] Time 2.448 Data 0.001 Err 0.2944 top1 7.812 top5 3.125 | Epoch: [68][347/553] Time 2.449 Data 0.001 Err 0.2066 top1 5.469 top5 1.562 | Epoch: [68][348/553] Time 2.465 Data 0.001 Err 0.2083 top1 6.250 top5 1.562 | Epoch: [68][349/553] Time 2.448 Data 0.001 Err 0.3740 top1 11.719 top5 2.344 | Epoch: [68][350/553] Time 2.487 Data 0.001 Err 0.1764 top1 6.250 top5 0.781 | Epoch: [68][351/553] Time 2.456 Data 0.000 Err 0.4370 top1 10.938 top5 6.250 | Epoch: [68][352/553] Time 2.430 Data 0.001 Err 0.2089 top1 4.688 top5 1.562 | Epoch: [68][353/553] Time 2.519 Data 0.001 Err 0.2935 top1 7.031 top5 2.344 | Epoch: [68][354/553] Time 2.436 Data 0.001 Err 0.1623 top1 3.125 top5 0.781 | Epoch: [68][355/553] Time 2.451 Data 0.001 Err 0.2468 top1 7.812 top5 0.781 | Epoch: [68][356/553] Time 2.459 Data 0.001 Err 0.2647 top1 6.250 top5 2.344 | Epoch: [68][357/553] Time 2.460 Data 0.001 Err 0.2830 top1 8.594 top5 1.562 | Epoch: [68][358/553] Time 2.454 Data 0.001 Err 0.3166 top1 8.594 top5 3.906 | Epoch: [68][359/553] Time 2.443 Data 0.001 Err 0.2179 top1 6.250 top5 0.000 | Epoch: [68][360/553] Time 2.451 Data 0.001 Err 0.2591 top1 5.469 top5 1.562 | Epoch: [68][361/553] Time 2.474 Data 0.001 Err 0.2978 top1 7.812 top5 3.125 | Epoch: [68][362/553] Time 2.449 Data 0.001 Err 0.2137 top1 5.469 top5 0.781 | Epoch: [68][363/553] Time 2.480 Data 0.001 Err 0.3003 top1 5.469 top5 3.125 | Epoch: [68][364/553] Time 2.506 Data 0.000 Err 0.3068 top1 8.594 top5 3.125 | Epoch: [68][365/553] Time 2.488 Data 0.001 Err 0.2900 top1 8.594 top5 3.125 | Epoch: [68][366/553] Time 2.449 Data 0.000 Err 0.2030 top1 6.250 top5 0.000 | Epoch: [68][367/553] Time 2.452 Data 0.001 Err 0.1963 top1 4.688 top5 1.562 | Epoch: [68][368/553] Time 2.470 Data 0.001 Err 0.1966 top1 3.906 top5 1.562 | Epoch: [68][369/553] Time 2.461 Data 0.001 Err 0.1558 top1 3.906 top5 0.781 | Epoch: [68][370/553] Time 2.450 Data 0.001 Err 0.4038 top1 11.719 top5 2.344 | Epoch: [68][371/553] Time 2.453 Data 0.001 Err 0.1882 top1 5.469 top5 0.000 | Epoch: [68][372/553] Time 2.447 Data 0.004 Err 0.1554 top1 4.688 top5 0.781 | Epoch: [68][373/553] Time 2.440 Data 0.001 Err 0.1469 top1 4.688 top5 0.781 | Epoch: [68][374/553] Time 2.447 Data 0.001 Err 0.2311 top1 6.250 top5 2.344 | Epoch: [68][375/553] Time 2.438 Data 0.001 Err 0.2067 top1 3.125 top5 1.562 | Epoch: [68][376/553] Time 2.447 Data 0.001 Err 0.1966 top1 4.688 top5 0.781 | Epoch: [68][377/553] Time 2.442 Data 0.001 Err 0.2430 top1 6.250 top5 1.562 | Epoch: [68][378/553] Time 2.453 Data 0.001 Err 0.2505 top1 5.469 top5 1.562 | Epoch: [68][379/553] Time 2.456 Data 0.001 Err 0.3218 top1 6.250 top5 3.906 | Epoch: [68][380/553] Time 2.458 Data 0.001 Err 0.2166 top1 7.031 top5 0.781 | Epoch: [68][381/553] Time 2.476 Data 0.001 Err 0.2400 top1 5.469 top5 3.125 | Epoch: [68][382/553] Time 2.497 Data 0.001 Err 0.1964 top1 5.469 top5 0.000 | Epoch: [68][383/553] Time 2.501 Data 0.001 Err 0.2065 top1 4.688 top5 0.781 | Epoch: [68][384/553] Time 2.448 Data 0.001 Err 0.2459 top1 8.594 top5 1.562 | Epoch: [68][385/553] Time 2.459 Data 0.001 Err 0.2876 top1 6.250 top5 3.125 | Epoch: [68][386/553] Time 2.456 Data 0.001 Err 0.3378 top1 7.031 top5 3.125 | Epoch: [68][387/553] Time 2.481 Data 0.001 Err 0.2938 top1 7.812 top5 3.125 | Epoch: [68][388/553] Time 2.456 Data 0.001 Err 0.3533 top1 7.812 top5 3.906 | Epoch: [68][389/553] Time 2.478 Data 0.001 Err 0.2652 top1 8.594 top5 2.344 | Epoch: [68][390/553] Time 2.442 Data 0.001 Err 0.3064 top1 7.031 top5 2.344 | Epoch: [68][391/553] Time 2.440 Data 0.004 Err 0.4192 top1 10.938 top5 3.125 | Epoch: [68][392/553] Time 2.443 Data 0.001 Err 0.3841 top1 10.156 top5 3.906 | Epoch: [68][393/553] Time 2.487 Data 0.001 Err 0.3149 top1 7.812 top5 4.688 | Epoch: [68][394/553] Time 2.455 Data 0.001 Err 0.2063 top1 5.469 top5 0.781 | Epoch: [68][395/553] Time 2.460 Data 0.000 Err 0.2576 top1 7.812 top5 1.562 | Epoch: [68][396/553] Time 2.473 Data 0.001 Err 0.2980 top1 4.688 top5 2.344 | Epoch: [68][397/553] Time 2.479 Data 0.001 Err 0.3151 top1 7.812 top5 2.344 | Epoch: [68][398/553] Time 2.448 Data 0.001 Err 0.1505 top1 2.344 top5 0.000 | Epoch: [68][399/553] Time 2.454 Data 0.001 Err 0.3510 top1 8.594 top5 4.688 | Epoch: [68][400/553] Time 2.491 Data 0.001 Err 0.3459 top1 11.719 top5 0.781 | Epoch: [68][401/553] Time 2.478 Data 0.001 Err 0.2324 top1 7.812 top5 0.781 | Epoch: [68][402/553] Time 2.453 Data 0.001 Err 0.1471 top1 5.469 top5 0.781 | Epoch: [68][403/553] Time 2.488 Data 0.001 Err 0.2384 top1 4.688 top5 2.344 | Epoch: [68][404/553] Time 2.447 Data 0.000 Err 0.3561 top1 8.594 top5 3.125 | Epoch: [68][405/553] Time 2.466 Data 0.001 Err 0.2202 top1 5.469 top5 1.562 | Epoch: [68][406/553] Time 2.512 Data 0.001 Err 0.3230 top1 8.594 top5 3.125 | Epoch: [68][407/553] Time 2.475 Data 0.001 Err 0.3415 top1 10.156 top5 3.906 | Epoch: [68][408/553] Time 2.479 Data 0.000 Err 0.1179 top1 1.562 top5 0.781 | Epoch: [68][409/553] Time 2.499 Data 0.001 Err 0.3525 top1 10.938 top5 3.125 | Epoch: [68][410/553] Time 2.439 Data 0.003 Err 0.1924 top1 4.688 top5 1.562 | Epoch: [68][411/553] Time 2.449 Data 0.001 Err 0.2144 top1 6.250 top5 2.344 | Epoch: [68][412/553] Time 2.469 Data 0.001 Err 0.3599 top1 11.719 top5 2.344 | Epoch: [68][413/553] Time 2.488 Data 0.000 Err 0.3624 top1 9.375 top5 4.688 | Epoch: [68][414/553] Time 2.443 Data 0.001 Err 0.2635 top1 6.250 top5 2.344 | Epoch: [68][415/553] Time 2.435 Data 0.001 Err 0.1971 top1 4.688 top5 0.781 | Epoch: [68][416/553] Time 2.473 Data 0.002 Err 0.3154 top1 7.031 top5 3.906 | Epoch: [68][417/553] Time 2.437 Data 0.001 Err 0.2787 top1 7.031 top5 0.781 | Epoch: [68][418/553] Time 2.447 Data 0.001 Err 0.1695 top1 4.688 top5 0.000 | Epoch: [68][419/553] Time 2.510 Data 0.001 Err 0.3133 top1 10.156 top5 2.344 | Epoch: [68][420/553] Time 2.470 Data 0.001 Err 0.3170 top1 7.031 top5 2.344 | Epoch: [68][421/553] Time 2.469 Data 0.001 Err 0.2094 top1 7.031 top5 0.781 | Epoch: [68][422/553] Time 2.448 Data 0.001 Err 0.2618 top1 7.031 top5 1.562 | Epoch: [68][423/553] Time 2.437 Data 0.001 Err 0.2887 top1 7.031 top5 0.781 | Epoch: [68][424/553] Time 2.472 Data 0.001 Err 0.3612 top1 11.719 top5 2.344 | Epoch: [68][425/553] Time 2.486 Data 0.001 Err 0.1773 top1 5.469 top5 0.781 | Epoch: [68][426/553] Time 2.441 Data 0.001 Err 0.2911 top1 8.594 top5 2.344 | Epoch: [68][427/553] Time 2.460 Data 0.001 Err 0.2212 top1 6.250 top5 3.125 | Epoch: [68][428/553] Time 2.462 Data 0.002 Err 0.1552 top1 5.469 top5 0.000 | Epoch: [68][429/553] Time 2.455 Data 0.004 Err 0.4452 top1 12.500 top5 5.469 | Epoch: [68][430/553] Time 2.451 Data 0.001 Err 0.1236 top1 3.906 top5 0.000 | Epoch: [68][431/553] Time 2.530 Data 0.001 Err 0.1852 top1 3.906 top5 2.344 | Epoch: [68][432/553] Time 2.478 Data 0.001 Err 0.3847 top1 10.156 top5 3.125 | Epoch: [68][433/553] Time 2.480 Data 0.000 Err 0.2204 top1 6.250 top5 0.781 | Epoch: [68][434/553] Time 2.494 Data 0.000 Err 0.2555 top1 6.250 top5 2.344 | Epoch: [68][435/553] Time 2.475 Data 0.001 Err 0.2492 top1 5.469 top5 2.344 | Epoch: [68][436/553] Time 2.435 Data 0.001 Err 0.2150 top1 7.812 top5 1.562 | Epoch: [68][437/553] Time 2.451 Data 0.001 Err 0.0964 top1 1.562 top5 0.000 | Epoch: [68][438/553] Time 2.495 Data 0.001 Err 0.3067 top1 8.594 top5 2.344 | Epoch: [68][439/553] Time 2.492 Data 0.001 Err 0.2759 top1 7.812 top5 2.344 | Epoch: [68][440/553] Time 2.481 Data 0.001 Err 0.3953 top1 13.281 top5 2.344 | Epoch: [68][441/553] Time 2.475 Data 0.001 Err 0.2784 top1 6.250 top5 1.562 | Epoch: [68][442/553] Time 2.449 Data 0.001 Err 0.3636 top1 11.719 top5 3.906 | Epoch: [68][443/553] Time 2.488 Data 0.001 Err 0.3043 top1 10.156 top5 1.562 | Epoch: [68][444/553] Time 2.460 Data 0.001 Err 0.2156 top1 3.125 top5 1.562 | Epoch: [68][445/553] Time 2.438 Data 0.001 Err 0.0958 top1 0.781 top5 0.781 | Epoch: [68][446/553] Time 2.448 Data 0.001 Err 0.3544 top1 9.375 top5 5.469 | Epoch: [68][447/553] Time 2.520 Data 0.001 Err 0.1331 top1 3.906 top5 0.781 | Epoch: [68][448/553] Time 2.479 Data 0.001 Err 0.3250 top1 8.594 top5 3.906 | Epoch: [68][449/553] Time 2.481 Data 0.001 Err 0.2414 top1 6.250 top5 0.781 | Epoch: [68][450/553] Time 2.463 Data 0.001 Err 0.3019 top1 7.812 top5 3.125 | Epoch: [68][451/553] Time 2.451 Data 0.001 Err 0.2181 top1 6.250 top5 1.562 | Epoch: [68][452/553] Time 2.508 Data 0.001 Err 0.3026 top1 10.156 top5 3.906 | Epoch: [68][453/553] Time 2.527 Data 0.001 Err 0.2681 top1 9.375 top5 0.781 | Epoch: [68][454/553] Time 2.444 Data 0.001 Err 0.2122 top1 7.812 top5 0.781 | Epoch: [68][455/553] Time 2.448 Data 0.001 Err 0.1597 top1 3.906 top5 0.781 | Epoch: [68][456/553] Time 2.469 Data 0.001 Err 0.1943 top1 5.469 top5 0.781 | Epoch: [68][457/553] Time 2.467 Data 0.001 Err 0.2329 top1 7.031 top5 1.562 | Epoch: [68][458/553] Time 2.494 Data 0.001 Err 0.3235 top1 7.031 top5 3.125 | Epoch: [68][459/553] Time 2.454 Data 0.001 Err 0.3059 top1 7.812 top5 2.344 | Epoch: [68][460/553] Time 2.446 Data 0.001 Err 0.1236 top1 1.562 top5 0.781 | Epoch: [68][461/553] Time 2.482 Data 0.001 Err 0.2712 top1 7.812 top5 3.125 | Epoch: [68][462/553] Time 2.441 Data 0.000 Err 0.3241 top1 8.594 top5 3.125 | Epoch: [68][463/553] Time 2.492 Data 0.001 Err 0.2342 top1 7.812 top5 0.781 | Epoch: [68][464/553] Time 2.479 Data 0.001 Err 0.3607 top1 10.156 top5 2.344 | Epoch: [68][465/553] Time 2.476 Data 0.001 Err 0.2341 top1 4.688 top5 2.344 | Epoch: [68][466/553] Time 2.441 Data 0.001 Err 0.2565 top1 6.250 top5 2.344 | Epoch: [68][467/553] Time 2.446 Data 0.003 Err 0.3262 top1 6.250 top5 2.344 | Epoch: [68][468/553] Time 2.451 Data 0.001 Err 0.2337 top1 7.812 top5 0.781 | Epoch: [68][469/553] Time 2.482 Data 0.001 Err 0.2880 top1 7.031 top5 2.344 | Epoch: [68][470/553] Time 2.444 Data 0.000 Err 0.2037 top1 6.250 top5 2.344 | Epoch: [68][471/553] Time 2.450 Data 0.001 Err 0.3732 top1 12.500 top5 2.344 | Epoch: [68][472/553] Time 2.447 Data 0.001 Err 0.3709 top1 6.250 top5 3.125 | Epoch: [68][473/553] Time 2.526 Data 0.001 Err 0.1775 top1 3.906 top5 0.781 | Epoch: [68][474/553] Time 2.458 Data 0.001 Err 0.1895 top1 6.250 top5 0.781 | Epoch: [68][475/553] Time 2.445 Data 0.001 Err 0.2312 top1 4.688 top5 1.562 | Epoch: [68][476/553] Time 2.441 Data 0.001 Err 0.0921 top1 1.562 top5 0.000 | Epoch: [68][477/553] Time 2.488 Data 0.001 Err 0.2502 top1 8.594 top5 0.000 | Epoch: [68][478/553] Time 2.499 Data 0.000 Err 0.1342 top1 3.125 top5 0.781 | Epoch: [68][479/553] Time 2.445 Data 0.001 Err 0.3776 top1 10.938 top5 3.125 | Epoch: [68][480/553] Time 2.494 Data 0.001 Err 0.1386 top1 3.906 top5 0.000 | Epoch: [68][481/553] Time 2.486 Data 0.001 Err 0.2171 top1 6.250 top5 2.344 | Epoch: [68][482/553] Time 2.459 Data 0.001 Err 0.1509 top1 3.125 top5 0.781 | Epoch: [68][483/553] Time 2.441 Data 0.001 Err 0.1372 top1 3.125 top5 0.781 | Epoch: [68][484/553] Time 2.442 Data 0.001 Err 0.3305 top1 7.812 top5 2.344 | Epoch: [68][485/553] Time 2.478 Data 0.001 Err 0.2352 top1 4.688 top5 1.562 | Epoch: [68][486/553] Time 2.450 Data 0.002 Err 0.2253 top1 7.031 top5 2.344 | Epoch: [68][487/553] Time 2.486 Data 0.001 Err 0.1625 top1 3.906 top5 0.781 | Epoch: [68][488/553] Time 2.480 Data 0.001 Err 0.2720 top1 5.469 top5 3.125 | Epoch: [68][489/553] Time 2.499 Data 0.001 Err 0.2580 top1 7.031 top5 3.125 | Epoch: [68][490/553] Time 2.442 Data 0.001 Err 0.2290 top1 6.250 top5 0.781 | Epoch: [68][491/553] Time 2.488 Data 0.001 Err 0.1892 top1 4.688 top5 0.000 | Epoch: [68][492/553] Time 2.453 Data 0.001 Err 0.2842 top1 6.250 top5 2.344 | Epoch: [68][493/553] Time 2.481 Data 0.001 Err 0.1358 top1 2.344 top5 0.781 | Epoch: [68][494/553] Time 2.447 Data 0.001 Err 0.3974 top1 10.938 top5 3.906 | Epoch: [68][495/553] Time 2.476 Data 0.001 Err 0.3906 top1 9.375 top5 1.562 | Epoch: [68][496/553] Time 2.490 Data 0.001 Err 0.2027 top1 6.250 top5 1.562 | Epoch: [68][497/553] Time 2.460 Data 0.001 Err 0.1696 top1 5.469 top5 1.562 | Epoch: [68][498/553] Time 2.490 Data 0.001 Err 0.1839 top1 6.250 top5 0.781 | Epoch: [68][499/553] Time 2.440 Data 0.001 Err 0.3410 top1 7.812 top5 3.125 | Epoch: [68][500/553] Time 2.490 Data 0.000 Err 0.1355 top1 3.125 top5 0.781 | Epoch: [68][501/553] Time 2.436 Data 0.001 Err 0.2052 top1 6.250 top5 0.781 | Epoch: [68][502/553] Time 2.485 Data 0.001 Err 0.2683 top1 7.812 top5 1.562 | Epoch: [68][503/553] Time 2.447 Data 0.001 Err 0.3933 top1 10.938 top5 4.688 | Epoch: [68][504/553] Time 2.460 Data 0.001 Err 0.1801 top1 6.250 top5 0.000 | Epoch: [68][505/553] Time 2.482 Data 0.005 Err 0.0993 top1 1.562 top5 0.000 | Epoch: [68][506/553] Time 2.450 Data 0.000 Err 0.2811 top1 7.812 top5 3.125 | Epoch: [68][507/553] Time 2.457 Data 0.001 Err 0.2123 top1 6.250 top5 0.781 | Epoch: [68][508/553] Time 2.441 Data 0.001 Err 0.2416 top1 6.250 top5 1.562 | Epoch: [68][509/553] Time 2.506 Data 0.001 Err 0.1699 top1 4.688 top5 1.562 | Epoch: [68][510/553] Time 2.439 Data 0.001 Err 0.2379 top1 5.469 top5 2.344 | Epoch: [68][511/553] Time 2.445 Data 0.001 Err 0.2772 top1 7.031 top5 0.781 | Epoch: [68][512/553] Time 2.450 Data 0.001 Err 0.2803 top1 6.250 top5 0.000 | Epoch: [68][513/553] Time 2.471 Data 0.001 Err 0.3207 top1 7.031 top5 2.344 | Epoch: [68][514/553] Time 2.433 Data 0.001 Err 0.2155 top1 7.812 top5 0.000 | Epoch: [68][515/553] Time 2.456 Data 0.001 Err 0.2901 top1 6.250 top5 3.125 | Epoch: [68][516/553] Time 2.445 Data 0.001 Err 0.2314 top1 4.688 top5 2.344 | Epoch: [68][517/553] Time 2.452 Data 0.000 Err 0.1764 top1 3.906 top5 0.000 | Epoch: [68][518/553] Time 2.496 Data 0.001 Err 0.2064 top1 7.812 top5 0.781 | Epoch: [68][519/553] Time 2.438 Data 0.001 Err 0.1855 top1 4.688 top5 2.344 | Epoch: [68][520/553] Time 2.443 Data 0.001 Err 0.2024 top1 4.688 top5 2.344 | Epoch: [68][521/553] Time 2.480 Data 0.001 Err 0.2173 top1 3.125 top5 2.344 | Epoch: [68][522/553] Time 2.514 Data 0.001 Err 0.3629 top1 10.156 top5 1.562 | Epoch: [68][523/553] Time 2.481 Data 0.001 Err 0.2850 top1 7.031 top5 3.125 | Epoch: [68][524/553] Time 2.495 Data 0.008 Err 0.2097 top1 6.250 top5 0.781 | Epoch: [68][525/553] Time 2.482 Data 0.001 Err 0.3534 top1 7.812 top5 1.562 | Epoch: [68][526/553] Time 2.450 Data 0.000 Err 0.2941 top1 6.250 top5 3.125 | Epoch: [68][527/553] Time 2.449 Data 0.001 Err 0.3522 top1 9.375 top5 3.125 | Epoch: [68][528/553] Time 2.466 Data 0.001 Err 0.2095 top1 5.469 top5 2.344 | Epoch: [68][529/553] Time 2.450 Data 0.001 Err 0.2759 top1 6.250 top5 2.344 | Epoch: [68][530/553] Time 2.445 Data 0.001 Err 0.1623 top1 6.250 top5 0.781 | Epoch: [68][531/553] Time 2.443 Data 0.001 Err 0.1410 top1 4.688 top5 0.000 | Epoch: [68][532/553] Time 2.471 Data 0.001 Err 0.2750 top1 7.031 top5 3.125 | Epoch: [68][533/553] Time 2.477 Data 0.001 Err 0.0745 top1 0.781 top5 0.000 | Epoch: [68][534/553] Time 2.459 Data 0.001 Err 0.1583 top1 4.688 top5 0.000 | Epoch: [68][535/553] Time 2.468 Data 0.001 Err 0.2841 top1 7.031 top5 1.562 | Epoch: [68][536/553] Time 2.474 Data 0.001 Err 0.2918 top1 7.812 top5 1.562 | Epoch: [68][537/553] Time 2.455 Data 0.001 Err 0.2012 top1 4.688 top5 0.000 | Epoch: [68][538/553] Time 2.497 Data 0.001 Err 0.1896 top1 4.688 top5 0.781 | Epoch: [68][539/553] Time 2.465 Data 0.001 Err 0.2814 top1 7.812 top5 1.562 | Epoch: [68][540/553] Time 2.489 Data 0.001 Err 0.3604 top1 10.156 top5 3.125 | Epoch: [68][541/553] Time 2.472 Data 0.001 Err 0.2835 top1 8.594 top5 2.344 | Epoch: [68][542/553] Time 2.452 Data 0.001 Err 0.1936 top1 3.906 top5 2.344 | Epoch: [68][543/553] Time 2.460 Data 0.000 Err 0.1811 top1 4.688 top5 0.781 | Epoch: [68][544/553] Time 2.519 Data 0.000 Err 0.2388 top1 7.031 top5 2.344 | Epoch: [68][545/553] Time 2.481 Data 0.000 Err 0.2424 top1 4.688 top5 1.562 | Epoch: [68][546/553] Time 2.445 Data 0.000 Err 0.2771 top1 7.812 top5 3.906 | Epoch: [68][547/553] Time 2.450 Data 0.000 Err 0.2630 top1 7.812 top5 1.562 | Epoch: [68][548/553] Time 2.446 Data 0.000 Err 0.2706 top1 6.250 top5 1.562 | Epoch: [68][549/553] Time 2.446 Data 0.000 Err 0.2096 top1 6.250 top5 1.562 | Epoch: [68][550/553] Time 2.436 Data 0.000 Err 0.3791 top1 11.719 top5 3.906 | Epoch: [68][551/553] Time 2.435 Data 0.000 Err 0.1501 top1 4.688 top5 0.000 | Epoch: [68][552/553] Time 2.449 Data 0.000 Err 0.2553 top1 6.250 top5 2.344 | Epoch: [68][553/553] Time 1.035 Data 0.000 Err 0.3581 top1 9.091 top5 4.545 | Test: [68][1/198] Time 2.464 Data 1.741 top1 10.156 ( 10.156) top5 2.344 ( 2.344) | Test: [68][2/198] Time 0.713 Data 0.001 top1 12.500 ( 11.328) top5 3.125 ( 2.734) | Test: [68][3/198] Time 0.711 Data 0.000 top1 14.062 ( 12.240) top5 2.344 ( 2.604) | Test: [68][4/198] Time 0.718 Data 0.001 top1 18.750 ( 13.867) top5 5.469 ( 3.320) | Test: [68][5/198] Time 0.721 Data 0.001 top1 12.500 ( 13.594) top5 3.125 ( 3.281) | Test: [68][6/198] Time 0.726 Data 0.003 top1 9.375 ( 12.891) top5 3.125 ( 3.255) | Test: [68][7/198] Time 0.736 Data 0.001 top1 7.031 ( 12.054) top5 0.781 ( 2.902) | Test: [68][8/198] Time 0.738 Data 0.001 top1 9.375 ( 11.719) top5 1.562 ( 2.734) | Test: [68][9/198] Time 0.728 Data 0.003 top1 13.281 ( 11.892) top5 1.562 ( 2.604) | Test: [68][10/198] Time 0.717 Data 0.001 top1 11.719 ( 11.875) top5 3.125 ( 2.656) | Test: [68][11/198] Time 0.720 Data 0.001 top1 11.719 ( 11.861) top5 3.906 ( 2.770) | Test: [68][12/198] Time 0.715 Data 0.001 top1 9.375 ( 11.654) top5 3.125 ( 2.799) | Test: [68][13/198] Time 0.721 Data 0.001 top1 13.281 ( 11.779) top5 2.344 ( 2.764) | Test: [68][14/198] Time 0.714 Data 0.001 top1 15.625 ( 12.054) top5 0.781 ( 2.623) | Test: [68][15/198] Time 0.799 Data 0.001 top1 11.719 ( 12.031) top5 1.562 ( 2.552) | Test: [68][16/198] Time 0.722 Data 0.001 top1 7.812 ( 11.768) top5 0.000 ( 2.393) | Test: [68][17/198] Time 0.732 Data 0.001 top1 12.500 ( 11.811) top5 1.562 ( 2.344) | Test: [68][18/198] Time 0.746 Data 0.001 top1 9.375 ( 11.675) top5 2.344 ( 2.344) | Test: [68][19/198] Time 0.729 Data 0.001 top1 9.375 ( 11.554) top5 0.781 ( 2.262) | Test: [68][20/198] Time 0.729 Data 0.001 top1 12.500 ( 11.602) top5 1.562 ( 2.227) | Test: [68][21/198] Time 0.723 Data 0.001 top1 15.625 ( 11.793) top5 3.125 ( 2.269) | Test: [68][22/198] Time 0.719 Data 0.001 top1 10.938 ( 11.754) top5 1.562 ( 2.237) | Test: [68][23/198] Time 0.724 Data 0.001 top1 6.250 ( 11.515) top5 2.344 ( 2.242) | Test: [68][24/198] Time 0.720 Data 0.004 top1 14.844 ( 11.654) top5 1.562 ( 2.214) | Test: [68][25/198] Time 0.715 Data 0.001 top1 14.062 ( 11.750) top5 0.781 ( 2.156) | Test: [68][26/198] Time 0.723 Data 0.001 top1 14.844 ( 11.869) top5 3.125 ( 2.194) | Test: [68][27/198] Time 0.826 Data 0.001 top1 17.188 ( 12.066) top5 5.469 ( 2.315) | Test: [68][28/198] Time 0.734 Data 0.001 top1 11.719 ( 12.054) top5 3.125 ( 2.344) | Test: [68][29/198] Time 0.741 Data 0.001 top1 13.281 ( 12.096) top5 2.344 ( 2.344) | Test: [68][30/198] Time 0.731 Data 0.001 top1 14.062 ( 12.161) top5 2.344 ( 2.344) | Test: [68][31/198] Time 0.740 Data 0.001 top1 13.281 ( 12.198) top5 2.344 ( 2.344) | Test: [68][32/198] Time 0.797 Data 0.001 top1 11.719 ( 12.183) top5 2.344 ( 2.344) | Test: [68][33/198] Time 0.759 Data 0.004 top1 11.719 ( 12.169) top5 0.781 ( 2.296) | Test: [68][34/198] Time 0.747 Data 0.001 top1 12.500 ( 12.178) top5 5.469 ( 2.390) | Test: [68][35/198] Time 0.735 Data 0.001 top1 10.156 ( 12.121) top5 0.781 ( 2.344) | Test: [68][36/198] Time 0.729 Data 0.001 top1 14.062 ( 12.174) top5 1.562 ( 2.322) | Test: [68][37/198] Time 0.731 Data 0.001 top1 13.281 ( 12.204) top5 1.562 ( 2.302) | Test: [68][38/198] Time 0.769 Data 0.001 top1 14.844 ( 12.274) top5 4.688 ( 2.364) | Test: [68][39/198] Time 0.789 Data 0.001 top1 13.281 ( 12.300) top5 0.781 ( 2.324) | Test: [68][40/198] Time 0.762 Data 0.001 top1 16.406 ( 12.402) top5 5.469 ( 2.402) | Test: [68][41/198] Time 0.731 Data 0.001 top1 15.625 ( 12.481) top5 2.344 ( 2.401) | Test: [68][42/198] Time 0.719 Data 0.001 top1 8.594 ( 12.388) top5 0.781 ( 2.362) | Test: [68][43/198] Time 0.735 Data 0.001 top1 10.938 ( 12.355) top5 2.344 ( 2.362) | Test: [68][44/198] Time 0.716 Data 0.001 top1 11.719 ( 12.340) top5 0.781 ( 2.326) | Test: [68][45/198] Time 0.725 Data 0.003 top1 14.062 ( 12.378) top5 1.562 ( 2.309) | Test: [68][46/198] Time 0.720 Data 0.001 top1 10.938 ( 12.347) top5 3.906 ( 2.344) | Test: [68][47/198] Time 0.718 Data 0.001 top1 11.719 ( 12.334) top5 0.781 ( 2.311) | Test: [68][48/198] Time 0.721 Data 0.001 top1 13.281 ( 12.354) top5 3.125 ( 2.327) | Test: [68][49/198] Time 0.718 Data 0.001 top1 7.812 ( 12.261) top5 2.344 ( 2.328) | Test: [68][50/198] Time 0.762 Data 0.001 top1 13.281 ( 12.281) top5 1.562 ( 2.312) | Test: [68][51/198] Time 0.729 Data 0.001 top1 12.500 ( 12.286) top5 2.344 ( 2.313) | Test: [68][52/198] Time 0.726 Data 0.001 top1 6.250 ( 12.169) top5 3.125 ( 2.329) | Test: [68][53/198] Time 0.731 Data 0.001 top1 14.062 ( 12.205) top5 3.125 ( 2.344) | Test: [68][54/198] Time 0.728 Data 0.001 top1 7.812 ( 12.124) top5 6.250 ( 2.416) | Test: [68][55/198] Time 0.725 Data 0.001 top1 9.375 ( 12.074) top5 2.344 ( 2.415) | Test: [68][56/198] Time 0.722 Data 0.001 top1 14.062 ( 12.109) top5 3.125 ( 2.427) | Test: [68][57/198] Time 0.804 Data 0.001 top1 10.156 ( 12.075) top5 2.344 ( 2.426) | Test: [68][58/198] Time 0.730 Data 0.001 top1 11.719 ( 12.069) top5 3.906 ( 2.452) | Test: [68][59/198] Time 0.733 Data 0.001 top1 11.719 ( 12.063) top5 1.562 ( 2.436) | Test: [68][60/198] Time 0.809 Data 0.001 top1 14.062 ( 12.096) top5 3.906 ( 2.461) | Test: [68][61/198] Time 0.749 Data 0.001 top1 14.844 ( 12.141) top5 5.469 ( 2.510) | Test: [68][62/198] Time 0.730 Data 0.001 top1 12.500 ( 12.147) top5 0.781 ( 2.482) | Test: [68][63/198] Time 0.730 Data 0.001 top1 10.156 ( 12.116) top5 3.125 ( 2.493) | Test: [68][64/198] Time 0.729 Data 0.001 top1 7.031 ( 12.036) top5 1.562 ( 2.478) | Test: [68][65/198] Time 0.724 Data 0.001 top1 11.719 ( 12.031) top5 2.344 ( 2.476) | Test: [68][66/198] Time 0.723 Data 0.001 top1 9.375 ( 11.991) top5 0.000 ( 2.438) | Test: [68][67/198] Time 0.729 Data 0.002 top1 17.188 ( 12.069) top5 1.562 ( 2.425) | Test: [68][68/198] Time 0.724 Data 0.001 top1 17.188 ( 12.144) top5 1.562 ( 2.413) | Test: [68][69/198] Time 0.732 Data 0.001 top1 20.312 ( 12.262) top5 2.344 ( 2.412) | Test: [68][70/198] Time 0.733 Data 0.001 top1 11.719 ( 12.254) top5 2.344 ( 2.411) | Test: [68][71/198] Time 0.737 Data 0.001 top1 12.500 ( 12.258) top5 0.781 ( 2.388) | Test: [68][72/198] Time 0.723 Data 0.001 top1 10.938 ( 12.240) top5 1.562 ( 2.376) | Test: [68][73/198] Time 0.726 Data 0.001 top1 11.719 ( 12.232) top5 3.125 ( 2.387) | Test: [68][74/198] Time 0.718 Data 0.004 top1 14.844 ( 12.268) top5 1.562 ( 2.375) | Test: [68][75/198] Time 0.732 Data 0.001 top1 14.062 ( 12.292) top5 2.344 ( 2.375) | Test: [68][76/198] Time 0.814 Data 0.000 top1 10.938 ( 12.274) top5 1.562 ( 2.364) | Test: [68][77/198] Time 0.816 Data 0.000 top1 11.719 ( 12.267) top5 0.781 ( 2.344) | Test: [68][78/198] Time 0.795 Data 0.001 top1 9.375 ( 12.230) top5 2.344 ( 2.344) | Test: [68][79/198] Time 0.834 Data 0.000 top1 11.719 ( 12.223) top5 0.000 ( 2.314) | Test: [68][80/198] Time 0.771 Data 0.001 top1 12.500 ( 12.227) top5 2.344 ( 2.314) | Test: [68][81/198] Time 0.788 Data 0.001 top1 19.531 ( 12.317) top5 2.344 ( 2.315) | Test: [68][82/198] Time 0.807 Data 0.001 top1 16.406 ( 12.367) top5 3.906 ( 2.334) | Test: [68][83/198] Time 0.761 Data 0.000 top1 22.656 ( 12.491) top5 1.562 ( 2.325) | Test: [68][84/198] Time 0.732 Data 0.001 top1 12.500 ( 12.491) top5 1.562 ( 2.316) | Test: [68][85/198] Time 0.718 Data 0.001 top1 10.938 ( 12.472) top5 3.906 ( 2.335) | Test: [68][86/198] Time 0.729 Data 0.001 top1 13.281 ( 12.482) top5 3.125 ( 2.344) | Test: [68][87/198] Time 0.729 Data 0.001 top1 12.500 ( 12.482) top5 1.562 ( 2.335) | Test: [68][88/198] Time 0.734 Data 0.001 top1 12.500 ( 12.482) top5 3.906 ( 2.353) | Test: [68][89/198] Time 0.816 Data 0.001 top1 12.500 ( 12.482) top5 2.344 ( 2.353) | Test: [68][90/198] Time 0.833 Data 0.004 top1 10.938 ( 12.465) top5 0.781 ( 2.335) | Test: [68][91/198] Time 0.731 Data 0.001 top1 9.375 ( 12.431) top5 1.562 ( 2.327) | Test: [68][92/198] Time 0.735 Data 0.001 top1 6.250 ( 12.364) top5 3.125 ( 2.335) | Test: [68][93/198] Time 0.721 Data 0.001 top1 12.500 ( 12.366) top5 3.906 ( 2.352) | Test: [68][94/198] Time 0.721 Data 0.001 top1 13.281 ( 12.375) top5 4.688 ( 2.377) | Test: [68][95/198] Time 0.720 Data 0.001 top1 15.625 ( 12.410) top5 1.562 ( 2.368) | Test: [68][96/198] Time 0.721 Data 0.001 top1 13.281 ( 12.419) top5 0.000 ( 2.344) | Test: [68][97/198] Time 0.722 Data 0.001 top1 10.156 ( 12.395) top5 1.562 ( 2.336) | Test: [68][98/198] Time 0.722 Data 0.001 top1 7.812 ( 12.349) top5 2.344 ( 2.336) | Test: [68][99/198] Time 0.727 Data 0.001 top1 8.594 ( 12.311) top5 0.781 ( 2.320) | Test: [68][100/198] Time 0.724 Data 0.001 top1 17.188 ( 12.359) top5 0.781 ( 2.305) | Test: [68][101/198] Time 0.715 Data 0.001 top1 16.406 ( 12.399) top5 4.688 ( 2.328) | Test: [68][102/198] Time 0.722 Data 0.001 top1 10.156 ( 12.377) top5 1.562 ( 2.321) | Test: [68][103/198] Time 0.721 Data 0.001 top1 7.812 ( 12.333) top5 4.688 ( 2.344) | Test: [68][104/198] Time 0.721 Data 0.001 top1 14.062 ( 12.350) top5 1.562 ( 2.336) | Test: [68][105/198] Time 0.713 Data 0.001 top1 15.625 ( 12.381) top5 2.344 ( 2.336) | Test: [68][106/198] Time 0.735 Data 0.001 top1 10.156 ( 12.360) top5 1.562 ( 2.329) | Test: [68][107/198] Time 0.810 Data 0.001 top1 12.500 ( 12.361) top5 3.906 ( 2.344) | Test: [68][108/198] Time 0.745 Data 0.001 top1 7.031 ( 12.312) top5 0.781 ( 2.329) | Test: [68][109/198] Time 0.736 Data 0.001 top1 12.500 ( 12.314) top5 1.562 ( 2.322) | Test: [68][110/198] Time 0.831 Data 0.001 top1 12.500 ( 12.315) top5 2.344 ( 2.322) | Test: [68][111/198] Time 0.731 Data 0.001 top1 17.969 ( 12.366) top5 1.562 ( 2.316) | Test: [68][112/198] Time 0.813 Data 0.001 top1 15.625 ( 12.395) top5 1.562 ( 2.309) | Test: [68][113/198] Time 0.726 Data 0.001 top1 13.281 ( 12.403) top5 1.562 ( 2.302) | Test: [68][114/198] Time 0.721 Data 0.001 top1 14.062 ( 12.418) top5 3.125 ( 2.309) | Test: [68][115/198] Time 0.718 Data 0.001 top1 10.938 ( 12.405) top5 2.344 ( 2.310) | Test: [68][116/198] Time 0.757 Data 0.001 top1 13.281 ( 12.412) top5 2.344 ( 2.310) | Test: [68][117/198] Time 0.817 Data 0.001 top1 10.938 ( 12.400) top5 0.000 ( 2.290) | Test: [68][118/198] Time 0.792 Data 0.001 top1 10.938 ( 12.387) top5 1.562 ( 2.284) | Test: [68][119/198] Time 0.741 Data 0.002 top1 7.812 ( 12.349) top5 0.781 ( 2.272) | Test: [68][120/198] Time 0.724 Data 0.001 top1 9.375 ( 12.324) top5 1.562 ( 2.266) | Test: [68][121/198] Time 0.718 Data 0.001 top1 10.938 ( 12.313) top5 3.906 ( 2.279) | Test: [68][122/198] Time 0.731 Data 0.001 top1 12.500 ( 12.314) top5 1.562 ( 2.273) | Test: [68][123/198] Time 0.717 Data 0.001 top1 15.625 ( 12.341) top5 4.688 ( 2.293) | Test: [68][124/198] Time 0.714 Data 0.001 top1 9.375 ( 12.317) top5 3.125 ( 2.300) | Test: [68][125/198] Time 0.721 Data 0.001 top1 14.062 ( 12.331) top5 3.125 ( 2.306) | Test: [68][126/198] Time 0.717 Data 0.000 top1 12.500 ( 12.333) top5 4.688 ( 2.325) | Test: [68][127/198] Time 0.722 Data 0.001 top1 9.375 ( 12.309) top5 2.344 ( 2.325) | Test: [68][128/198] Time 0.733 Data 0.000 top1 14.844 ( 12.329) top5 3.906 ( 2.338) | Test: [68][129/198] Time 0.720 Data 0.001 top1 16.406 ( 12.361) top5 4.688 ( 2.356) | Test: [68][130/198] Time 0.729 Data 0.001 top1 12.500 ( 12.362) top5 5.469 ( 2.380) | Test: [68][131/198] Time 0.720 Data 0.001 top1 12.500 ( 12.363) top5 3.125 ( 2.385) | Test: [68][132/198] Time 0.729 Data 0.001 top1 10.156 ( 12.346) top5 4.688 ( 2.403) | Test: [68][133/198] Time 0.733 Data 0.001 top1 14.062 ( 12.359) top5 3.125 ( 2.408) | Test: [68][134/198] Time 0.730 Data 0.001 top1 14.062 ( 12.372) top5 1.562 ( 2.402) | Test: [68][135/198] Time 0.732 Data 0.001 top1 14.062 ( 12.384) top5 3.125 ( 2.407) | Test: [68][136/198] Time 0.762 Data 0.010 top1 10.938 ( 12.374) top5 2.344 ( 2.407) | Test: [68][137/198] Time 0.726 Data 0.001 top1 6.250 ( 12.329) top5 0.781 ( 2.395) | Test: [68][138/198] Time 0.791 Data 0.001 top1 17.969 ( 12.370) top5 3.906 ( 2.406) | Test: [68][139/198] Time 0.827 Data 0.001 top1 10.938 ( 12.359) top5 1.562 ( 2.400) | Test: [68][140/198] Time 0.827 Data 0.001 top1 16.406 ( 12.388) top5 3.125 ( 2.405) | Test: [68][141/198] Time 0.835 Data 0.000 top1 20.312 ( 12.445) top5 3.125 ( 2.410) | Test: [68][142/198] Time 0.823 Data 0.000 top1 14.844 ( 12.461) top5 5.469 ( 2.432) | Test: [68][143/198] Time 0.728 Data 0.001 top1 11.719 ( 12.456) top5 2.344 ( 2.431) | Test: [68][144/198] Time 0.765 Data 0.001 top1 11.719 ( 12.451) top5 2.344 ( 2.431) | Test: [68][145/198] Time 0.717 Data 0.001 top1 9.375 ( 12.430) top5 0.781 ( 2.419) | Test: [68][146/198] Time 0.734 Data 0.001 top1 10.156 ( 12.414) top5 0.781 ( 2.408) | Test: [68][147/198] Time 0.878 Data 0.001 top1 7.031 ( 12.378) top5 1.562 ( 2.402) | Test: [68][148/198] Time 0.731 Data 0.001 top1 17.969 ( 12.416) top5 3.125 ( 2.407) | Test: [68][149/198] Time 0.768 Data 0.002 top1 13.281 ( 12.421) top5 1.562 ( 2.401) | Test: [68][150/198] Time 0.737 Data 0.001 top1 9.375 ( 12.401) top5 0.781 ( 2.391) | Test: [68][151/198] Time 0.719 Data 0.001 top1 14.844 ( 12.417) top5 6.250 ( 2.416) | Test: [68][152/198] Time 0.719 Data 0.001 top1 10.938 ( 12.407) top5 2.344 ( 2.416) | Test: [68][153/198] Time 0.715 Data 0.001 top1 10.156 ( 12.393) top5 3.125 ( 2.420) | Test: [68][154/198] Time 0.720 Data 0.001 top1 12.500 ( 12.393) top5 1.562 ( 2.415) | Test: [68][155/198] Time 0.716 Data 0.001 top1 12.500 ( 12.394) top5 2.344 ( 2.414) | Test: [68][156/198] Time 0.726 Data 0.001 top1 12.500 ( 12.395) top5 2.344 ( 2.414) | Test: [68][157/198] Time 0.724 Data 0.001 top1 16.406 ( 12.420) top5 4.688 ( 2.428) | Test: [68][158/198] Time 0.723 Data 0.001 top1 14.844 ( 12.436) top5 4.688 ( 2.443) | Test: [68][159/198] Time 0.720 Data 0.001 top1 10.938 ( 12.426) top5 1.562 ( 2.437) | Test: [68][160/198] Time 0.723 Data 0.001 top1 10.938 ( 12.417) top5 3.906 ( 2.446) | Test: [68][161/198] Time 0.720 Data 0.001 top1 7.812 ( 12.388) top5 0.000 ( 2.431) | Test: [68][162/198] Time 0.726 Data 0.001 top1 10.938 ( 12.379) top5 2.344 ( 2.431) | Test: [68][163/198] Time 0.751 Data 0.001 top1 22.656 ( 12.442) top5 3.125 ( 2.435) | Test: [68][164/198] Time 0.733 Data 0.003 top1 13.281 ( 12.448) top5 1.562 ( 2.429) | Test: [68][165/198] Time 0.716 Data 0.001 top1 9.375 ( 12.429) top5 5.469 ( 2.448) | Test: [68][166/198] Time 0.727 Data 0.004 top1 8.594 ( 12.406) top5 0.000 ( 2.433) | Test: [68][167/198] Time 0.769 Data 0.001 top1 15.625 ( 12.425) top5 4.688 ( 2.447) | Test: [68][168/198] Time 0.760 Data 0.001 top1 10.156 ( 12.412) top5 0.781 ( 2.437) | Test: [68][169/198] Time 0.835 Data 0.001 top1 8.594 ( 12.389) top5 1.562 ( 2.432) | Test: [68][170/198] Time 0.795 Data 0.000 top1 15.625 ( 12.408) top5 2.344 ( 2.431) | Test: [68][171/198] Time 0.727 Data 0.001 top1 10.156 ( 12.395) top5 0.781 ( 2.421) | Test: [68][172/198] Time 0.724 Data 0.001 top1 14.844 ( 12.409) top5 3.125 ( 2.426) | Test: [68][173/198] Time 0.715 Data 0.001 top1 10.938 ( 12.401) top5 2.344 ( 2.425) | Test: [68][174/198] Time 0.730 Data 0.001 top1 15.625 ( 12.419) top5 3.906 ( 2.434) | Test: [68][175/198] Time 0.734 Data 0.002 top1 9.375 ( 12.402) top5 1.562 ( 2.429) | Test: [68][176/198] Time 0.741 Data 0.001 top1 12.500 ( 12.402) top5 3.125 ( 2.433) | Test: [68][177/198] Time 0.722 Data 0.001 top1 9.375 ( 12.385) top5 1.562 ( 2.428) | Test: [68][178/198] Time 0.749 Data 0.001 top1 16.406 ( 12.408) top5 3.906 ( 2.436) | Test: [68][179/198] Time 0.733 Data 0.000 top1 9.375 ( 12.391) top5 0.781 ( 2.427) | Test: [68][180/198] Time 0.717 Data 0.001 top1 10.938 ( 12.383) top5 3.125 ( 2.431) | Test: [68][181/198] Time 0.717 Data 0.001 top1 10.156 ( 12.371) top5 0.000 ( 2.417) | Test: [68][182/198] Time 0.719 Data 0.001 top1 15.625 ( 12.388) top5 3.125 ( 2.421) | Test: [68][183/198] Time 0.717 Data 0.001 top1 12.500 ( 12.389) top5 4.688 ( 2.433) | Test: [68][184/198] Time 0.717 Data 0.001 top1 16.406 ( 12.411) top5 6.250 ( 2.454) | Test: [68][185/198] Time 0.717 Data 0.001 top1 7.812 ( 12.386) top5 0.781 ( 2.445) | Test: [68][186/198] Time 0.721 Data 0.001 top1 11.719 ( 12.382) top5 2.344 ( 2.445) | Test: [68][187/198] Time 0.717 Data 0.001 top1 11.719 ( 12.379) top5 2.344 ( 2.444) | Test: [68][188/198] Time 0.731 Data 0.000 top1 7.031 ( 12.350) top5 3.125 ( 2.448) | Test: [68][189/198] Time 0.807 Data 0.000 top1 11.719 ( 12.347) top5 2.344 ( 2.447) | Test: [68][190/198] Time 0.728 Data 0.000 top1 12.500 ( 12.348) top5 3.125 ( 2.451) | Test: [68][191/198] Time 0.714 Data 0.000 top1 16.406 ( 12.369) top5 2.344 ( 2.450) | Test: [68][192/198] Time 0.716 Data 0.000 top1 13.281 ( 12.374) top5 3.906 ( 2.458) | Test: [68][193/198] Time 0.716 Data 0.000 top1 10.938 ( 12.366) top5 0.781 ( 2.449) | Test: [68][194/198] Time 0.718 Data 0.000 top1 13.281 ( 12.371) top5 3.125 ( 2.452) | Test: [68][195/198] Time 0.716 Data 0.000 top1 10.938 ( 12.364) top5 4.688 ( 2.464) | Test: [68][196/198] Time 0.256 Data 0.000 top1 14.706 ( 12.376) top5 2.941 ( 2.466) | Test: [68][197/198] Time 0.729 Data 0.000 top1 9.375 ( 12.360) top5 0.781 ( 2.458) | Test: [68][198/198] Time 0.740 Data 0.000 top1 12.500 ( 12.361) top5 1.562 ( 2.453) * Finished epoch # 68 top1: 12.361 top5: 2.453 Epoch 69 => Training epoch # 69 | Epoch: [69][1/553] Time 4.945 Data 2.451 Err 0.2136 top1 6.250 top5 0.781 | Epoch: [69][2/553] Time 2.459 Data 0.001 Err 0.2941 top1 8.594 top5 3.125 | Epoch: [69][3/553] Time 2.463 Data 0.000 Err 0.2925 top1 7.812 top5 3.125 | Epoch: [69][4/553] Time 2.472 Data 0.001 Err 0.2103 top1 6.250 top5 0.000 | Epoch: [69][5/553] Time 2.438 Data 0.001 Err 0.1812 top1 3.906 top5 0.781 | Epoch: [69][6/553] Time 2.437 Data 0.001 Err 0.1628 top1 4.688 top5 0.781 | Epoch: [69][7/553] Time 2.443 Data 0.001 Err 0.3293 top1 9.375 top5 2.344 | Epoch: [69][8/553] Time 2.468 Data 0.001 Err 0.4148 top1 10.938 top5 4.688 | Epoch: [69][9/553] Time 2.495 Data 0.001 Err 0.2846 top1 7.031 top5 1.562 | Epoch: [69][10/553] Time 2.476 Data 0.001 Err 0.2721 top1 7.031 top5 3.125 | Epoch: [69][11/553] Time 2.480 Data 0.001 Err 0.2876 top1 8.594 top5 2.344 | Epoch: [69][12/553] Time 2.490 Data 0.001 Err 0.3258 top1 10.156 top5 0.781 | Epoch: [69][13/553] Time 2.480 Data 0.003 Err 0.1936 top1 5.469 top5 1.562 | Epoch: [69][14/553] Time 2.444 Data 0.001 Err 0.2799 top1 8.594 top5 1.562 | Epoch: [69][15/553] Time 2.450 Data 0.001 Err 0.2210 top1 5.469 top5 1.562 | Epoch: [69][16/553] Time 2.473 Data 0.001 Err 0.3500 top1 6.250 top5 3.125 | Epoch: [69][17/553] Time 2.465 Data 0.001 Err 0.1394 top1 3.125 top5 0.000 | Epoch: [69][18/553] Time 2.465 Data 0.000 Err 0.3068 top1 7.031 top5 3.125 | Epoch: [69][19/553] Time 2.486 Data 0.001 Err 0.3399 top1 10.156 top5 1.562 | Epoch: [69][20/553] Time 2.443 Data 0.001 Err 0.2419 top1 7.031 top5 2.344 | Epoch: [69][21/553] Time 2.442 Data 0.003 Err 0.2182 top1 5.469 top5 2.344 | Epoch: [69][22/553] Time 2.440 Data 0.001 Err 0.3600 top1 8.594 top5 2.344 | Epoch: [69][23/553] Time 2.445 Data 0.001 Err 0.1995 top1 3.906 top5 2.344 | Epoch: [69][24/553] Time 2.460 Data 0.001 Err 0.2023 top1 4.688 top5 2.344 | Epoch: [69][25/553] Time 2.447 Data 0.000 Err 0.2017 top1 5.469 top5 0.781 | Epoch: [69][26/553] Time 2.436 Data 0.001 Err 0.2544 top1 8.594 top5 0.000 | Epoch: [69][27/553] Time 2.436 Data 0.001 Err 0.1433 top1 3.906 top5 0.781 | Epoch: [69][28/553] Time 2.473 Data 0.001 Err 0.2971 top1 5.469 top5 3.125 | Epoch: [69][29/553] Time 2.462 Data 0.001 Err 0.1895 top1 5.469 top5 1.562 | Epoch: [69][30/553] Time 2.457 Data 0.001 Err 0.3036 top1 8.594 top5 0.781 | Epoch: [69][31/553] Time 2.524 Data 0.001 Err 0.2561 top1 6.250 top5 2.344 | Epoch: [69][32/553] Time 2.444 Data 0.001 Err 0.1499 top1 3.906 top5 0.781 | Epoch: [69][33/553] Time 2.452 Data 0.001 Err 0.1387 top1 3.125 top5 1.562 | Epoch: [69][34/553] Time 2.484 Data 0.001 Err 0.2606 top1 4.688 top5 2.344 | Epoch: [69][35/553] Time 2.485 Data 0.000 Err 0.2242 top1 7.031 top5 0.000 | Epoch: [69][36/553] Time 2.450 Data 0.001 Err 0.3142 top1 6.250 top5 3.906 | Epoch: [69][37/553] Time 2.450 Data 0.001 Err 0.2196 top1 5.469 top5 2.344 | Epoch: [69][38/553] Time 2.434 Data 0.001 Err 0.2836 top1 5.469 top5 2.344 | Epoch: [69][39/553] Time 2.474 Data 0.001 Err 0.1906 top1 5.469 top5 0.000 | Epoch: [69][40/553] Time 2.449 Data 0.001 Err 0.3854 top1 7.812 top5 2.344 | Epoch: [69][41/553] Time 2.487 Data 0.001 Err 0.2587 top1 6.250 top5 2.344 | Epoch: [69][42/553] Time 2.449 Data 0.001 Err 0.3316 top1 9.375 top5 3.125 | Epoch: [69][43/553] Time 2.479 Data 0.001 Err 0.2433 top1 5.469 top5 1.562 | Epoch: [69][44/553] Time 2.466 Data 0.001 Err 0.3438 top1 9.375 top5 2.344 | Epoch: [69][45/553] Time 2.440 Data 0.001 Err 0.1618 top1 5.469 top5 0.781 | Epoch: [69][46/553] Time 2.446 Data 0.000 Err 0.1664 top1 5.469 top5 0.000 | Epoch: [69][47/553] Time 2.450 Data 0.001 Err 0.2043 top1 7.031 top5 1.562 | Epoch: [69][48/553] Time 2.446 Data 0.001 Err 0.3281 top1 7.812 top5 2.344 | Epoch: [69][49/553] Time 2.490 Data 0.001 Err 0.2594 top1 6.250 top5 3.125 | Epoch: [69][50/553] Time 2.484 Data 0.001 Err 0.2526 top1 7.031 top5 0.781 | Epoch: [69][51/553] Time 2.445 Data 0.003 Err 0.2291 top1 5.469 top5 1.562 | Epoch: [69][52/553] Time 2.444 Data 0.001 Err 0.2647 top1 7.031 top5 3.906 | Epoch: [69][53/553] Time 2.441 Data 0.001 Err 0.1983 top1 5.469 top5 1.562 | Epoch: [69][54/553] Time 2.449 Data 0.001 Err 0.1757 top1 6.250 top5 0.781 | Epoch: [69][55/553] Time 2.444 Data 0.001 Err 0.2116 top1 7.031 top5 0.000 | Epoch: [69][56/553] Time 2.523 Data 0.001 Err 0.2728 top1 7.812 top5 2.344 | Epoch: [69][57/553] Time 2.493 Data 0.001 Err 0.1626 top1 3.906 top5 1.562 | Epoch: [69][58/553] Time 2.434 Data 0.001 Err 0.3563 top1 8.594 top5 4.688 | Epoch: [69][59/553] Time 2.488 Data 0.001 Err 0.3764 top1 10.156 top5 3.906 | Epoch: [69][60/553] Time 2.436 Data 0.001 Err 0.4186 top1 8.594 top5 3.906 | Epoch: [69][61/553] Time 2.459 Data 0.001 Err 0.3553 top1 10.156 top5 4.688 | Epoch: [69][62/553] Time 2.493 Data 0.001 Err 0.3247 top1 7.812 top5 1.562 | Epoch: [69][63/553] Time 2.480 Data 0.001 Err 0.1157 top1 1.562 top5 1.562 | Epoch: [69][64/553] Time 2.441 Data 0.001 Err 0.2188 top1 4.688 top5 0.781 | Epoch: [69][65/553] Time 2.443 Data 0.001 Err 0.1653 top1 5.469 top5 1.562 | Epoch: [69][66/553] Time 2.451 Data 0.001 Err 0.1896 top1 4.688 top5 0.781 | Epoch: [69][67/553] Time 2.445 Data 0.001 Err 0.2689 top1 4.688 top5 2.344 | Epoch: [69][68/553] Time 2.482 Data 0.001 Err 0.2067 top1 5.469 top5 1.562 | Epoch: [69][69/553] Time 2.444 Data 0.001 Err 0.2332 top1 6.250 top5 2.344 | Epoch: [69][70/553] Time 2.445 Data 0.001 Err 0.2189 top1 6.250 top5 2.344 | Epoch: [69][71/553] Time 2.461 Data 0.001 Err 0.3198 top1 10.938 top5 3.906 | Epoch: [69][72/553] Time 2.436 Data 0.001 Err 0.2682 top1 5.469 top5 2.344 | Epoch: [69][73/553] Time 2.487 Data 0.001 Err 0.2972 top1 6.250 top5 3.906 | Epoch: [69][74/553] Time 2.458 Data 0.001 Err 0.1920 top1 7.031 top5 0.781 | Epoch: [69][75/553] Time 2.483 Data 0.000 Err 0.1621 top1 3.125 top5 1.562 | Epoch: [69][76/553] Time 2.465 Data 0.001 Err 0.2936 top1 7.031 top5 3.125 | Epoch: [69][77/553] Time 2.486 Data 0.001 Err 0.2516 top1 3.906 top5 1.562 | Epoch: [69][78/553] Time 2.486 Data 0.001 Err 0.3728 top1 9.375 top5 3.125 | Epoch: [69][79/553] Time 2.437 Data 0.001 Err 0.1837 top1 5.469 top5 0.781 | Epoch: [69][80/553] Time 2.502 Data 0.001 Err 0.1046 top1 3.906 top5 0.000 | Epoch: [69][81/553] Time 2.439 Data 0.001 Err 0.2973 top1 7.812 top5 1.562 | Epoch: [69][82/553] Time 2.450 Data 0.001 Err 0.3157 top1 7.812 top5 3.125 | Epoch: [69][83/553] Time 2.498 Data 0.001 Err 0.3114 top1 9.375 top5 0.781 | Epoch: [69][84/553] Time 2.514 Data 0.001 Err 0.1809 top1 3.906 top5 1.562 | Epoch: [69][85/553] Time 2.456 Data 0.001 Err 0.1325 top1 3.906 top5 0.781 | Epoch: [69][86/553] Time 2.455 Data 0.001 Err 0.2351 top1 5.469 top5 1.562 | Epoch: [69][87/553] Time 2.451 Data 0.001 Err 0.1836 top1 5.469 top5 0.781 | Epoch: [69][88/553] Time 2.448 Data 0.001 Err 0.1760 top1 4.688 top5 0.781 | Epoch: [69][89/553] Time 2.438 Data 0.001 Err 0.2562 top1 6.250 top5 1.562 | Epoch: [69][90/553] Time 2.447 Data 0.001 Err 0.3309 top1 7.812 top5 3.906 | Epoch: [69][91/553] Time 2.448 Data 0.001 Err 0.2903 top1 8.594 top5 1.562 | Epoch: [69][92/553] Time 2.445 Data 0.001 Err 0.3739 top1 7.812 top5 2.344 | Epoch: [69][93/553] Time 2.443 Data 0.001 Err 0.2111 top1 4.688 top5 0.781 | Epoch: [69][94/553] Time 2.456 Data 0.001 Err 0.2932 top1 9.375 top5 3.125 | Epoch: [69][95/553] Time 2.479 Data 0.001 Err 0.3610 top1 10.156 top5 2.344 | Epoch: [69][96/553] Time 2.486 Data 0.001 Err 0.2425 top1 4.688 top5 3.125 | Epoch: [69][97/553] Time 2.440 Data 0.001 Err 0.1843 top1 3.906 top5 0.781 | Epoch: [69][98/553] Time 2.496 Data 0.001 Err 0.2320 top1 6.250 top5 1.562 | Epoch: [69][99/553] Time 2.452 Data 0.001 Err 0.2974 top1 8.594 top5 0.781 | Epoch: [69][100/553] Time 2.503 Data 0.001 Err 0.2927 top1 7.031 top5 2.344 | Epoch: [69][101/553] Time 2.491 Data 0.001 Err 0.2340 top1 6.250 top5 2.344 | Epoch: [69][102/553] Time 2.443 Data 0.001 Err 0.2617 top1 8.594 top5 1.562 | Epoch: [69][103/553] Time 2.434 Data 0.001 Err 0.3415 top1 5.469 top5 3.125 | Epoch: [69][104/553] Time 2.489 Data 0.001 Err 0.1181 top1 2.344 top5 0.000 | Epoch: [69][105/553] Time 2.454 Data 0.001 Err 0.2860 top1 10.938 top5 0.781 | Epoch: [69][106/553] Time 2.450 Data 0.001 Err 0.2558 top1 6.250 top5 1.562 | Epoch: [69][107/553] Time 2.459 Data 0.001 Err 0.1971 top1 7.031 top5 1.562 | Epoch: [69][108/553] Time 2.443 Data 0.007 Err 0.2422 top1 5.469 top5 2.344 | Epoch: [69][109/553] Time 2.434 Data 0.000 Err 0.2410 top1 4.688 top5 3.125 | Epoch: [69][110/553] Time 2.462 Data 0.001 Err 0.2513 top1 7.031 top5 1.562 | Epoch: [69][111/553] Time 2.488 Data 0.001 Err 0.3259 top1 9.375 top5 3.906 | Epoch: [69][112/553] Time 2.449 Data 0.001 Err 0.3137 top1 9.375 top5 3.125 | Epoch: [69][113/553] Time 2.447 Data 0.001 Err 0.1804 top1 4.688 top5 0.781 | Epoch: [69][114/553] Time 2.465 Data 0.001 Err 0.2261 top1 4.688 top5 1.562 | Epoch: [69][115/553] Time 2.451 Data 0.001 Err 0.2459 top1 7.031 top5 2.344 | Epoch: [69][116/553] Time 2.464 Data 0.001 Err 0.2110 top1 4.688 top5 0.000 | Epoch: [69][117/553] Time 2.459 Data 0.001 Err 0.1595 top1 3.906 top5 0.781 | Epoch: [69][118/553] Time 2.458 Data 0.001 Err 0.2081 top1 7.031 top5 1.562 | Epoch: [69][119/553] Time 2.451 Data 0.001 Err 0.1778 top1 6.250 top5 1.562 | Epoch: [69][120/553] Time 2.451 Data 0.001 Err 0.3268 top1 9.375 top5 1.562 | Epoch: [69][121/553] Time 2.449 Data 0.001 Err 0.1884 top1 6.250 top5 0.781 | Epoch: [69][122/553] Time 2.477 Data 0.001 Err 0.1760 top1 6.250 top5 0.781 | Epoch: [69][123/553] Time 2.453 Data 0.001 Err 0.2297 top1 5.469 top5 1.562 | Epoch: [69][124/553] Time 2.451 Data 0.001 Err 0.3626 top1 9.375 top5 3.125 | Epoch: [69][125/553] Time 2.447 Data 0.001 Err 0.2044 top1 5.469 top5 1.562 | Epoch: [69][126/553] Time 2.450 Data 0.001 Err 0.1331 top1 3.906 top5 0.000 | Epoch: [69][127/553] Time 2.450 Data 0.003 Err 0.2629 top1 7.031 top5 1.562 | Epoch: [69][128/553] Time 2.484 Data 0.001 Err 0.2404 top1 4.688 top5 1.562 | Epoch: [69][129/553] Time 2.468 Data 0.001 Err 0.3694 top1 10.938 top5 2.344 | Epoch: [69][130/553] Time 2.445 Data 0.001 Err 0.2298 top1 7.812 top5 0.000 | Epoch: [69][131/553] Time 2.519 Data 0.001 Err 0.2235 top1 5.469 top5 1.562 | Epoch: [69][132/553] Time 2.449 Data 0.001 Err 0.1930 top1 6.250 top5 0.781 | Epoch: [69][133/553] Time 2.472 Data 0.001 Err 0.1821 top1 4.688 top5 0.781 | Epoch: [69][134/553] Time 2.437 Data 0.001 Err 0.2491 top1 7.031 top5 3.906 | Epoch: [69][135/553] Time 2.491 Data 0.001 Err 0.2056 top1 5.469 top5 1.562 | Epoch: [69][136/553] Time 2.448 Data 0.001 Err 0.3311 top1 10.156 top5 4.688 | Epoch: [69][137/553] Time 2.453 Data 0.001 Err 0.3024 top1 11.719 top5 0.000 | Epoch: [69][138/553] Time 2.468 Data 0.000 Err 0.3158 top1 7.031 top5 3.125 | Epoch: [69][139/553] Time 2.442 Data 0.001 Err 0.2773 top1 7.812 top5 1.562 | Epoch: [69][140/553] Time 2.441 Data 0.001 Err 0.3342 top1 9.375 top5 3.125 | Epoch: [69][141/553] Time 2.441 Data 0.001 Err 0.2538 top1 7.031 top5 1.562 | Epoch: [69][142/553] Time 2.488 Data 0.001 Err 0.2882 top1 7.812 top5 3.125 | Epoch: [69][143/553] Time 2.433 Data 0.001 Err 0.1738 top1 5.469 top5 1.562 | Epoch: [69][144/553] Time 2.445 Data 0.001 Err 0.0808 top1 2.344 top5 0.000 | Epoch: [69][145/553] Time 2.459 Data 0.001 Err 0.1850 top1 4.688 top5 0.000 | Epoch: [69][146/553] Time 2.457 Data 0.001 Err 0.2188 top1 3.906 top5 0.781 | Epoch: [69][147/553] Time 2.455 Data 0.001 Err 0.1742 top1 3.125 top5 0.781 | Epoch: [69][148/553] Time 2.441 Data 0.001 Err 0.1894 top1 6.250 top5 0.781 | Epoch: [69][149/553] Time 2.448 Data 0.001 Err 0.3339 top1 7.031 top5 4.688 | Epoch: [69][150/553] Time 2.506 Data 0.000 Err 0.2053 top1 7.812 top5 1.562 | Epoch: [69][151/553] Time 2.477 Data 0.001 Err 0.1419 top1 4.688 top5 0.781 | Epoch: [69][152/553] Time 2.442 Data 0.001 Err 0.3408 top1 10.156 top5 3.125 | Epoch: [69][153/553] Time 2.446 Data 0.001 Err 0.2099 top1 3.906 top5 1.562 | Epoch: [69][154/553] Time 2.445 Data 0.001 Err 0.1200 top1 5.469 top5 0.000 | Epoch: [69][155/553] Time 2.512 Data 0.001 Err 0.2784 top1 7.031 top5 3.125 | Epoch: [69][156/553] Time 2.447 Data 0.001 Err 0.2897 top1 7.812 top5 1.562 | Epoch: [69][157/553] Time 2.451 Data 0.000 Err 0.3130 top1 8.594 top5 1.562 | Epoch: [69][158/553] Time 2.451 Data 0.001 Err 0.1755 top1 3.906 top5 1.562 | Epoch: [69][159/553] Time 2.435 Data 0.001 Err 0.2413 top1 7.031 top5 0.781 | Epoch: [69][160/553] Time 2.438 Data 0.001 Err 0.3012 top1 8.594 top5 1.562 | Epoch: [69][161/553] Time 2.503 Data 0.001 Err 0.2894 top1 7.812 top5 2.344 | Epoch: [69][162/553] Time 2.439 Data 0.001 Err 0.1903 top1 3.906 top5 1.562 | Epoch: [69][163/553] Time 2.449 Data 0.001 Err 0.2228 top1 7.812 top5 1.562 | Epoch: [69][164/553] Time 2.445 Data 0.001 Err 0.2402 top1 6.250 top5 1.562 | Epoch: [69][165/553] Time 2.455 Data 0.001 Err 0.3333 top1 9.375 top5 3.125 | Epoch: [69][166/553] Time 2.436 Data 0.000 Err 0.3623 top1 8.594 top5 2.344 | Epoch: [69][167/553] Time 2.439 Data 0.001 Err 0.2124 top1 7.031 top5 0.000 | Epoch: [69][168/553] Time 2.503 Data 0.001 Err 0.2490 top1 7.812 top5 1.562 | Epoch: [69][169/553] Time 2.466 Data 0.001 Err 0.2106 top1 6.250 top5 1.562 | Epoch: [69][170/553] Time 2.440 Data 0.001 Err 0.1764 top1 4.688 top5 1.562 | Epoch: [69][171/553] Time 2.440 Data 0.001 Err 0.1332 top1 1.562 top5 0.781 | Epoch: [69][172/553] Time 2.473 Data 0.001 Err 0.1987 top1 7.812 top5 0.000 | Epoch: [69][173/553] Time 2.440 Data 0.001 Err 0.3457 top1 7.812 top5 3.125 | Epoch: [69][174/553] Time 2.437 Data 0.001 Err 0.3926 top1 9.375 top5 3.906 | Epoch: [69][175/553] Time 2.452 Data 0.001 Err 0.1974 top1 5.469 top5 0.781 | Epoch: [69][176/553] Time 2.451 Data 0.001 Err 0.2551 top1 5.469 top5 2.344 | Epoch: [69][177/553] Time 2.439 Data 0.001 Err 0.2947 top1 7.031 top5 2.344 | Epoch: [69][178/553] Time 2.440 Data 0.001 Err 0.1599 top1 7.031 top5 0.000 | Epoch: [69][179/553] Time 2.438 Data 0.001 Err 0.2129 top1 4.688 top5 0.781 | Epoch: [69][180/553] Time 2.441 Data 0.001 Err 0.1713 top1 4.688 top5 0.781 | Epoch: [69][181/553] Time 2.455 Data 0.001 Err 0.1409 top1 3.125 top5 0.781 | Epoch: [69][182/553] Time 2.447 Data 0.001 Err 0.2532 top1 6.250 top5 1.562 | Epoch: [69][183/553] Time 2.476 Data 0.001 Err 0.2921 top1 7.031 top5 1.562 | Epoch: [69][184/553] Time 2.437 Data 0.001 Err 0.3785 top1 8.594 top5 4.688 | Epoch: [69][185/553] Time 2.433 Data 0.001 Err 0.1818 top1 5.469 top5 0.781 | Epoch: [69][186/553] Time 2.436 Data 0.001 Err 0.1748 top1 4.688 top5 0.000 | Epoch: [69][187/553] Time 2.441 Data 0.001 Err 0.2329 top1 4.688 top5 2.344 | Epoch: [69][188/553] Time 2.445 Data 0.001 Err 0.4046 top1 10.938 top5 3.906 | Epoch: [69][189/553] Time 2.467 Data 0.000 Err 0.3402 top1 9.375 top5 4.688 | Epoch: [69][190/553] Time 2.437 Data 0.001 Err 0.1868 top1 4.688 top5 1.562 | Epoch: [69][191/553] Time 2.448 Data 0.001 Err 0.2223 top1 5.469 top5 0.781 | Epoch: [69][192/553] Time 2.479 Data 0.001 Err 0.1878 top1 5.469 top5 0.781 | Epoch: [69][193/553] Time 2.475 Data 0.001 Err 0.2182 top1 7.031 top5 1.562 | Epoch: [69][194/553] Time 2.446 Data 0.001 Err 0.1920 top1 6.250 top5 0.781 | Epoch: [69][195/553] Time 2.525 Data 0.001 Err 0.1692 top1 7.031 top5 0.781 | Epoch: [69][196/553] Time 2.445 Data 0.001 Err 0.1913 top1 4.688 top5 1.562 | Epoch: [69][197/553] Time 2.449 Data 0.000 Err 0.1334 top1 3.125 top5 0.781 | Epoch: [69][198/553] Time 2.438 Data 0.000 Err 0.2432 top1 6.250 top5 1.562 | Epoch: [69][199/553] Time 2.449 Data 0.001 Err 0.1601 top1 3.125 top5 1.562 | Epoch: [69][200/553] Time 2.506 Data 0.001 Err 0.1521 top1 4.688 top5 0.000 | Epoch: [69][201/553] Time 2.524 Data 0.000 Err 0.1707 top1 5.469 top5 0.000 | Epoch: [69][202/553] Time 2.441 Data 0.001 Err 0.1966 top1 3.125 top5 0.781 | Epoch: [69][203/553] Time 2.452 Data 0.001 Err 0.1620 top1 3.125 top5 0.781 | Epoch: [69][204/553] Time 2.499 Data 0.001 Err 0.2039 top1 4.688 top5 1.562 | Epoch: [69][205/553] Time 2.446 Data 0.001 Err 0.1768 top1 4.688 top5 0.781 | Epoch: [69][206/553] Time 2.476 Data 0.001 Err 0.2741 top1 7.031 top5 1.562 | Epoch: [69][207/553] Time 2.455 Data 0.001 Err 0.2719 top1 7.031 top5 3.125 | Epoch: [69][208/553] Time 2.468 Data 0.001 Err 0.3366 top1 7.812 top5 3.906 | Epoch: [69][209/553] Time 2.509 Data 0.001 Err 0.3527 top1 8.594 top5 2.344 | Epoch: [69][210/553] Time 2.500 Data 0.001 Err 0.2930 top1 7.812 top5 3.125 | Epoch: [69][211/553] Time 2.479 Data 0.000 Err 0.2881 top1 7.812 top5 3.125 | Epoch: [69][212/553] Time 2.460 Data 0.001 Err 0.2343 top1 5.469 top5 2.344 | Epoch: [69][213/553] Time 2.468 Data 0.001 Err 0.2647 top1 7.812 top5 3.125 | Epoch: [69][214/553] Time 2.435 Data 0.001 Err 0.3111 top1 10.156 top5 2.344 | Epoch: [69][215/553] Time 2.480 Data 0.000 Err 0.2000 top1 5.469 top5 1.562 | Epoch: [69][216/553] Time 2.442 Data 0.001 Err 0.3389 top1 6.250 top5 4.688 | Epoch: [69][217/553] Time 2.480 Data 0.001 Err 0.2286 top1 7.031 top5 1.562 | Epoch: [69][218/553] Time 2.438 Data 0.001 Err 0.2388 top1 7.031 top5 1.562 | Epoch: [69][219/553] Time 2.464 Data 0.001 Err 0.2099 top1 6.250 top5 0.781 | Epoch: [69][220/553] Time 2.509 Data 0.001 Err 0.1373 top1 5.469 top5 0.000 | Epoch: [69][221/553] Time 2.463 Data 0.001 Err 0.2447 top1 4.688 top5 2.344 | Epoch: [69][222/553] Time 2.439 Data 0.001 Err 0.1320 top1 3.125 top5 0.781 | Epoch: [69][223/553] Time 2.443 Data 0.001 Err 0.2943 top1 10.156 top5 0.781 | Epoch: [69][224/553] Time 2.443 Data 0.001 Err 0.3431 top1 11.719 top5 3.125 | Epoch: [69][225/553] Time 2.466 Data 0.001 Err 0.2330 top1 7.031 top5 2.344 | Epoch: [69][226/553] Time 2.436 Data 0.001 Err 0.1535 top1 3.125 top5 0.781 | Epoch: [69][227/553] Time 2.436 Data 0.001 Err 0.2153 top1 3.125 top5 1.562 | Epoch: [69][228/553] Time 2.448 Data 0.001 Err 0.1587 top1 3.906 top5 0.000 | Epoch: [69][229/553] Time 2.492 Data 0.001 Err 0.4298 top1 10.938 top5 4.688 | Epoch: [69][230/553] Time 2.440 Data 0.001 Err 0.2116 top1 4.688 top5 1.562 | Epoch: [69][231/553] Time 2.442 Data 0.001 Err 0.2213 top1 4.688 top5 1.562 | Epoch: [69][232/553] Time 2.443 Data 0.001 Err 0.2447 top1 7.812 top5 2.344 | Epoch: [69][233/553] Time 2.471 Data 0.001 Err 0.2701 top1 7.812 top5 1.562 | Epoch: [69][234/553] Time 2.439 Data 0.001 Err 0.2484 top1 5.469 top5 2.344 | Epoch: [69][235/553] Time 2.452 Data 0.001 Err 0.2356 top1 5.469 top5 2.344 | Epoch: [69][236/553] Time 2.481 Data 0.001 Err 0.1452 top1 4.688 top5 0.000 | Epoch: [69][237/553] Time 2.477 Data 0.001 Err 0.2583 top1 7.812 top5 2.344 | Epoch: [69][238/553] Time 2.507 Data 0.001 Err 0.2313 top1 6.250 top5 1.562 | Epoch: [69][239/553] Time 2.509 Data 0.001 Err 0.2369 top1 4.688 top5 1.562 | Epoch: [69][240/553] Time 2.439 Data 0.001 Err 0.2343 top1 7.031 top5 1.562 | Epoch: [69][241/553] Time 2.445 Data 0.003 Err 0.1595 top1 5.469 top5 1.562 | Epoch: [69][242/553] Time 2.457 Data 0.001 Err 0.2727 top1 6.250 top5 3.125 | Epoch: [69][243/553] Time 2.476 Data 0.001 Err 0.2961 top1 9.375 top5 3.125 | Epoch: [69][244/553] Time 2.444 Data 0.000 Err 0.1459 top1 4.688 top5 0.781 | Epoch: [69][245/553] Time 2.435 Data 0.000 Err 0.3321 top1 7.031 top5 3.125 | Epoch: [69][246/553] Time 2.442 Data 0.001 Err 0.3417 top1 7.812 top5 3.125 | Epoch: [69][247/553] Time 2.440 Data 0.001 Err 0.2917 top1 6.250 top5 3.125 | Epoch: [69][248/553] Time 2.449 Data 0.001 Err 0.3160 top1 6.250 top5 3.906 | Epoch: [69][249/553] Time 2.445 Data 0.001 Err 0.2066 top1 3.906 top5 1.562 | Epoch: [69][250/553] Time 2.447 Data 0.001 Err 0.3249 top1 7.031 top5 3.906 | Epoch: [69][251/553] Time 2.476 Data 0.001 Err 0.2253 top1 5.469 top5 2.344 | Epoch: [69][252/553] Time 2.440 Data 0.001 Err 0.1417 top1 3.906 top5 0.000 | Epoch: [69][253/553] Time 2.481 Data 0.001 Err 0.3138 top1 8.594 top5 2.344 | Epoch: [69][254/553] Time 2.434 Data 0.001 Err 0.1912 top1 6.250 top5 0.781 | Epoch: [69][255/553] Time 2.455 Data 0.001 Err 0.2780 top1 7.812 top5 2.344 | Epoch: [69][256/553] Time 2.449 Data 0.001 Err 0.2760 top1 8.594 top5 2.344 | Epoch: [69][257/553] Time 2.454 Data 0.001 Err 0.4156 top1 10.156 top5 3.906 | Epoch: [69][258/553] Time 2.473 Data 0.000 Err 0.2453 top1 7.031 top5 2.344 | Epoch: [69][259/553] Time 2.473 Data 0.001 Err 0.2101 top1 7.031 top5 1.562 | Epoch: [69][260/553] Time 2.479 Data 0.001 Err 0.2984 top1 10.156 top5 2.344 | Epoch: [69][261/553] Time 2.496 Data 0.001 Err 0.2574 top1 4.688 top5 2.344 | Epoch: [69][262/553] Time 2.435 Data 0.001 Err 0.3332 top1 7.812 top5 3.125 | Epoch: [69][263/553] Time 2.473 Data 0.001 Err 0.2457 top1 7.031 top5 1.562 | Epoch: [69][264/553] Time 2.453 Data 0.001 Err 0.1939 top1 3.125 top5 1.562 | Epoch: [69][265/553] Time 2.529 Data 0.001 Err 0.4197 top1 10.938 top5 4.688 | Epoch: [69][266/553] Time 2.439 Data 0.001 Err 0.1604 top1 3.906 top5 1.562 | Epoch: [69][267/553] Time 2.475 Data 0.001 Err 0.3300 top1 6.250 top5 4.688 | Epoch: [69][268/553] Time 2.486 Data 0.001 Err 0.3656 top1 7.812 top5 1.562 | Epoch: [69][269/553] Time 2.505 Data 0.001 Err 0.2256 top1 5.469 top5 0.781 | Epoch: [69][270/553] Time 2.465 Data 0.001 Err 0.2588 top1 6.250 top5 1.562 | Epoch: [69][271/553] Time 2.465 Data 0.000 Err 0.2926 top1 9.375 top5 2.344 | Epoch: [69][272/553] Time 2.448 Data 0.001 Err 0.2135 top1 7.031 top5 0.781 | Epoch: [69][273/553] Time 2.474 Data 0.001 Err 0.2541 top1 8.594 top5 2.344 | Epoch: [69][274/553] Time 2.473 Data 0.001 Err 0.3538 top1 9.375 top5 2.344 | Epoch: [69][275/553] Time 2.475 Data 0.001 Err 0.1497 top1 4.688 top5 0.781 | Epoch: [69][276/553] Time 2.460 Data 0.001 Err 0.2219 top1 6.250 top5 1.562 | Epoch: [69][277/553] Time 2.441 Data 0.001 Err 0.3318 top1 10.938 top5 3.906 | Epoch: [69][278/553] Time 2.476 Data 0.001 Err 0.4702 top1 11.719 top5 7.812 | Epoch: [69][279/553] Time 2.438 Data 0.001 Err 0.3730 top1 10.156 top5 3.906 | Epoch: [69][280/553] Time 2.453 Data 0.001 Err 0.1832 top1 2.344 top5 2.344 | Epoch: [69][281/553] Time 2.449 Data 0.000 Err 0.2302 top1 5.469 top5 1.562 | Epoch: [69][282/553] Time 2.480 Data 0.001 Err 0.4014 top1 9.375 top5 3.125 | Epoch: [69][283/553] Time 2.472 Data 0.001 Err 0.2288 top1 7.031 top5 3.125 | Epoch: [69][284/553] Time 2.452 Data 0.000 Err 0.2099 top1 3.125 top5 1.562 | Epoch: [69][285/553] Time 2.480 Data 0.001 Err 0.2278 top1 5.469 top5 1.562 | Epoch: [69][286/553] Time 2.480 Data 0.001 Err 0.2193 top1 7.031 top5 1.562 | Epoch: [69][287/553] Time 2.477 Data 0.001 Err 0.1048 top1 2.344 top5 0.000 | Epoch: [69][288/553] Time 2.465 Data 0.001 Err 0.2927 top1 7.812 top5 2.344 | Epoch: [69][289/553] Time 2.511 Data 0.001 Err 0.2890 top1 4.688 top5 2.344 | Epoch: [69][290/553] Time 2.438 Data 0.000 Err 0.2092 top1 7.031 top5 0.781 | Epoch: [69][291/553] Time 2.480 Data 0.001 Err 0.2366 top1 6.250 top5 1.562 | Epoch: [69][292/553] Time 2.485 Data 0.001 Err 0.1806 top1 6.250 top5 0.781 | Epoch: [69][293/553] Time 2.507 Data 0.000 Err 0.3345 top1 7.812 top5 3.906 | Epoch: [69][294/553] Time 2.444 Data 0.001 Err 0.1926 top1 5.469 top5 0.781 | Epoch: [69][295/553] Time 2.482 Data 0.001 Err 0.2722 top1 7.031 top5 3.125 | Epoch: [69][296/553] Time 2.475 Data 0.001 Err 0.2139 top1 7.031 top5 2.344 | Epoch: [69][297/553] Time 2.482 Data 0.001 Err 0.3126 top1 8.594 top5 3.906 | Epoch: [69][298/553] Time 2.472 Data 0.001 Err 0.2153 top1 3.906 top5 2.344 | Epoch: [69][299/553] Time 2.504 Data 0.001 Err 0.1708 top1 5.469 top5 0.000 | Epoch: [69][300/553] Time 2.477 Data 0.001 Err 0.2382 top1 7.031 top5 2.344 | Epoch: [69][301/553] Time 2.477 Data 0.000 Err 0.1968 top1 6.250 top5 1.562 | Epoch: [69][302/553] Time 2.440 Data 0.000 Err 0.2069 top1 2.344 top5 1.562 | Epoch: [69][303/553] Time 2.467 Data 0.001 Err 0.3498 top1 9.375 top5 3.906 | Epoch: [69][304/553] Time 2.443 Data 0.001 Err 0.3174 top1 6.250 top5 3.906 | Epoch: [69][305/553] Time 2.485 Data 0.001 Err 0.1301 top1 4.688 top5 0.781 | Epoch: [69][306/553] Time 2.452 Data 0.001 Err 0.3309 top1 7.812 top5 3.125 | Epoch: [69][307/553] Time 2.511 Data 0.003 Err 0.2119 top1 4.688 top5 3.125 | Epoch: [69][308/553] Time 2.465 Data 0.001 Err 0.2306 top1 4.688 top5 1.562 | Epoch: [69][309/553] Time 2.531 Data 0.001 Err 0.2119 top1 4.688 top5 0.000 | Epoch: [69][310/553] Time 2.440 Data 0.001 Err 0.1777 top1 5.469 top5 1.562 | Epoch: [69][311/553] Time 2.475 Data 0.001 Err 0.4304 top1 9.375 top5 4.688 | Epoch: [69][312/553] Time 2.469 Data 0.001 Err 0.2424 top1 4.688 top5 2.344 | Epoch: [69][313/553] Time 2.527 Data 0.001 Err 0.1391 top1 3.906 top5 0.781 | Epoch: [69][314/553] Time 2.433 Data 0.001 Err 0.2856 top1 7.812 top5 1.562 | Epoch: [69][315/553] Time 2.479 Data 0.001 Err 0.1829 top1 4.688 top5 1.562 | Epoch: [69][316/553] Time 2.444 Data 0.001 Err 0.1202 top1 3.125 top5 0.000 | Epoch: [69][317/553] Time 2.467 Data 0.002 Err 0.2234 top1 5.469 top5 1.562 | Epoch: [69][318/553] Time 2.431 Data 0.001 Err 0.2573 top1 7.812 top5 1.562 | Epoch: [69][319/553] Time 2.440 Data 0.001 Err 0.1905 top1 5.469 top5 1.562 | Epoch: [69][320/553] Time 2.446 Data 0.001 Err 0.5204 top1 11.719 top5 6.250 | Epoch: [69][321/553] Time 2.450 Data 0.001 Err 0.1729 top1 4.688 top5 1.562 | Epoch: [69][322/553] Time 2.442 Data 0.000 Err 0.2109 top1 5.469 top5 1.562 | Epoch: [69][323/553] Time 2.478 Data 0.001 Err 0.3504 top1 9.375 top5 3.906 | Epoch: [69][324/553] Time 2.440 Data 0.001 Err 0.3000 top1 7.812 top5 3.125 | Epoch: [69][325/553] Time 2.513 Data 0.001 Err 0.1832 top1 6.250 top5 1.562 | Epoch: [69][326/553] Time 2.450 Data 0.001 Err 0.4322 top1 14.062 top5 3.906 | Epoch: [69][327/553] Time 2.489 Data 0.001 Err 0.3255 top1 7.031 top5 3.125 | Epoch: [69][328/553] Time 2.460 Data 0.001 Err 0.1982 top1 7.031 top5 0.781 | Epoch: [69][329/553] Time 2.478 Data 0.000 Err 0.5065 top1 10.156 top5 5.469 | Epoch: [69][330/553] Time 2.439 Data 0.000 Err 0.2575 top1 5.469 top5 2.344 | Epoch: [69][331/553] Time 2.441 Data 0.001 Err 0.1727 top1 5.469 top5 0.781 | Epoch: [69][332/553] Time 2.448 Data 0.001 Err 0.2790 top1 6.250 top5 2.344 | Epoch: [69][333/553] Time 2.448 Data 0.001 Err 0.2230 top1 7.812 top5 1.562 | Epoch: [69][334/553] Time 2.456 Data 0.001 Err 0.2154 top1 5.469 top5 1.562 | Epoch: [69][335/553] Time 2.461 Data 0.001 Err 0.1119 top1 1.562 top5 0.000 | Epoch: [69][336/553] Time 2.439 Data 0.001 Err 0.1956 top1 5.469 top5 0.781 | Epoch: [69][337/553] Time 2.450 Data 0.001 Err 0.2528 top1 6.250 top5 3.125 | Epoch: [69][338/553] Time 2.444 Data 0.001 Err 0.2177 top1 3.906 top5 2.344 | Epoch: [69][339/553] Time 2.434 Data 0.001 Err 0.2501 top1 7.031 top5 3.125 | Epoch: [69][340/553] Time 2.436 Data 0.001 Err 0.1911 top1 4.688 top5 1.562 | Epoch: [69][341/553] Time 2.452 Data 0.001 Err 0.2000 top1 3.906 top5 2.344 | Epoch: [69][342/553] Time 2.437 Data 0.001 Err 0.1596 top1 6.250 top5 0.781 | Epoch: [69][343/553] Time 2.442 Data 0.001 Err 0.3411 top1 8.594 top5 2.344 | Epoch: [69][344/553] Time 2.435 Data 0.001 Err 0.2228 top1 7.812 top5 0.000 | Epoch: [69][345/553] Time 2.438 Data 0.001 Err 0.2183 top1 6.250 top5 0.000 | Epoch: [69][346/553] Time 2.471 Data 0.001 Err 0.4017 top1 10.156 top5 3.906 | Epoch: [69][347/553] Time 2.460 Data 0.001 Err 0.1680 top1 3.906 top5 1.562 | Epoch: [69][348/553] Time 2.438 Data 0.001 Err 0.1879 top1 7.031 top5 1.562 | Epoch: [69][349/553] Time 2.455 Data 0.001 Err 0.2426 top1 6.250 top5 2.344 | Epoch: [69][350/553] Time 2.502 Data 0.001 Err 0.1792 top1 3.906 top5 1.562 | Epoch: [69][351/553] Time 2.447 Data 0.001 Err 0.1743 top1 4.688 top5 0.000 | Epoch: [69][352/553] Time 2.436 Data 0.001 Err 0.3864 top1 13.281 top5 3.125 | Epoch: [69][353/553] Time 2.435 Data 0.001 Err 0.3617 top1 9.375 top5 3.125 | Epoch: [69][354/553] Time 2.445 Data 0.001 Err 0.1636 top1 3.125 top5 1.562 | Epoch: [69][355/553] Time 2.456 Data 0.001 Err 0.3267 top1 7.812 top5 2.344 | Epoch: [69][356/553] Time 2.452 Data 0.001 Err 0.1245 top1 2.344 top5 0.000 | Epoch: [69][357/553] Time 2.430 Data 0.001 Err 0.2046 top1 8.594 top5 0.781 | Epoch: [69][358/553] Time 2.467 Data 0.001 Err 0.1753 top1 4.688 top5 1.562 | Epoch: [69][359/553] Time 2.436 Data 0.001 Err 0.2437 top1 4.688 top5 1.562 | Epoch: [69][360/553] Time 2.480 Data 0.001 Err 0.2354 top1 7.031 top5 1.562 | Epoch: [69][361/553] Time 2.483 Data 0.001 Err 0.3166 top1 9.375 top5 1.562 | Epoch: [69][362/553] Time 2.450 Data 0.001 Err 0.2410 top1 6.250 top5 2.344 | Epoch: [69][363/553] Time 2.469 Data 0.001 Err 0.3762 top1 10.938 top5 3.906 | Epoch: [69][364/553] Time 2.467 Data 0.001 Err 0.3041 top1 8.594 top5 0.781 | Epoch: [69][365/553] Time 2.445 Data 0.001 Err 0.3213 top1 7.812 top5 3.125 | Epoch: [69][366/553] Time 2.439 Data 0.001 Err 0.3169 top1 6.250 top5 3.125 | Epoch: [69][367/553] Time 2.435 Data 0.001 Err 0.2552 top1 7.812 top5 1.562 | Epoch: [69][368/553] Time 2.527 Data 0.001 Err 0.1641 top1 6.250 top5 0.000 | Epoch: [69][369/553] Time 2.443 Data 0.001 Err 0.3679 top1 9.375 top5 3.906 | Epoch: [69][370/553] Time 2.438 Data 0.001 Err 0.2839 top1 7.031 top5 3.125 | Epoch: [69][371/553] Time 2.496 Data 0.001 Err 0.2883 top1 8.594 top5 1.562 | Epoch: [69][372/553] Time 2.515 Data 0.001 Err 0.1741 top1 4.688 top5 1.562 | Epoch: [69][373/553] Time 2.446 Data 0.001 Err 0.2325 top1 5.469 top5 1.562 | Epoch: [69][374/553] Time 2.443 Data 0.001 Err 0.2125 top1 7.812 top5 0.000 | Epoch: [69][375/553] Time 2.435 Data 0.001 Err 0.1007 top1 1.562 top5 0.000 | Epoch: [69][376/553] Time 2.485 Data 0.001 Err 0.2106 top1 7.031 top5 0.000 | Epoch: [69][377/553] Time 2.436 Data 0.000 Err 0.3477 top1 7.031 top5 5.469 | Epoch: [69][378/553] Time 2.436 Data 0.001 Err 0.2769 top1 6.250 top5 1.562 | Epoch: [69][379/553] Time 2.496 Data 0.000 Err 0.3281 top1 8.594 top5 2.344 | Epoch: [69][380/553] Time 2.466 Data 0.001 Err 0.3621 top1 10.938 top5 3.906 | Epoch: [69][381/553] Time 2.447 Data 0.000 Err 0.3905 top1 7.812 top5 5.469 | Epoch: [69][382/553] Time 2.452 Data 0.001 Err 0.1660 top1 5.469 top5 1.562 | Epoch: [69][383/553] Time 2.437 Data 0.001 Err 0.1781 top1 4.688 top5 0.000 | Epoch: [69][384/553] Time 2.495 Data 0.001 Err 0.3235 top1 7.812 top5 2.344 | Epoch: [69][385/553] Time 2.494 Data 0.000 Err 0.3064 top1 7.812 top5 1.562 | Epoch: [69][386/553] Time 2.439 Data 0.000 Err 0.2513 top1 6.250 top5 1.562 | Epoch: [69][387/553] Time 2.505 Data 0.001 Err 0.3983 top1 10.156 top5 4.688 | Epoch: [69][388/553] Time 2.472 Data 0.001 Err 0.2092 top1 3.906 top5 1.562 | Epoch: [69][389/553] Time 2.504 Data 0.001 Err 0.2597 top1 6.250 top5 2.344 | Epoch: [69][390/553] Time 2.435 Data 0.001 Err 0.2569 top1 7.031 top5 3.125 | Epoch: [69][391/553] Time 2.518 Data 0.002 Err 0.2484 top1 7.031 top5 1.562 | Epoch: [69][392/553] Time 2.472 Data 0.001 Err 0.2098 top1 5.469 top5 0.000 | Epoch: [69][393/553] Time 2.477 Data 0.001 Err 0.2155 top1 6.250 top5 1.562 | Epoch: [69][394/553] Time 2.437 Data 0.001 Err 0.3547 top1 10.156 top5 3.125 | Epoch: [69][395/553] Time 2.470 Data 0.001 Err 0.2338 top1 4.688 top5 1.562 | Epoch: [69][396/553] Time 2.493 Data 0.001 Err 0.2758 top1 6.250 top5 3.906 | Epoch: [69][397/553] Time 2.485 Data 0.001 Err 0.2014 top1 7.031 top5 0.781 | Epoch: [69][398/553] Time 2.442 Data 0.001 Err 0.2082 top1 4.688 top5 2.344 | Epoch: [69][399/553] Time 2.476 Data 0.001 Err 0.2742 top1 4.688 top5 2.344 | Epoch: [69][400/553] Time 2.509 Data 0.001 Err 0.1623 top1 3.125 top5 0.781 | Epoch: [69][401/553] Time 2.500 Data 0.001 Err 0.3153 top1 9.375 top5 2.344 | Epoch: [69][402/553] Time 2.454 Data 0.001 Err 0.2597 top1 5.469 top5 3.125 | Epoch: [69][403/553] Time 2.459 Data 0.001 Err 0.2769 top1 7.812 top5 2.344 | Epoch: [69][404/553] Time 2.457 Data 0.001 Err 0.3034 top1 7.812 top5 2.344 | Epoch: [69][405/553] Time 2.462 Data 0.001 Err 0.2207 top1 7.031 top5 1.562 | Epoch: [69][406/553] Time 2.449 Data 0.001 Err 0.2460 top1 7.031 top5 1.562 | Epoch: [69][407/553] Time 2.467 Data 0.001 Err 0.1499 top1 3.125 top5 0.781 | Epoch: [69][408/553] Time 2.485 Data 0.001 Err 0.3118 top1 8.594 top5 3.125 | Epoch: [69][409/553] Time 2.507 Data 0.001 Err 0.2861 top1 9.375 top5 2.344 | Epoch: [69][410/553] Time 2.448 Data 0.001 Err 0.4072 top1 10.938 top5 3.125 | Epoch: [69][411/553] Time 2.436 Data 0.001 Err 0.2199 top1 6.250 top5 2.344 | Epoch: [69][412/553] Time 2.505 Data 0.001 Err 0.2765 top1 6.250 top5 2.344 | Epoch: [69][413/553] Time 2.514 Data 0.001 Err 0.1537 top1 3.125 top5 0.000 | Epoch: [69][414/553] Time 2.441 Data 0.001 Err 0.3309 top1 8.594 top5 3.125 | Epoch: [69][415/553] Time 2.444 Data 0.001 Err 0.1019 top1 3.125 top5 0.000 | Epoch: [69][416/553] Time 2.436 Data 0.001 Err 0.1185 top1 3.906 top5 0.000 | Epoch: [69][417/553] Time 2.476 Data 0.001 Err 0.1862 top1 5.469 top5 1.562 | Epoch: [69][418/553] Time 2.434 Data 0.001 Err 0.1941 top1 5.469 top5 1.562 | Epoch: [69][419/553] Time 2.445 Data 0.001 Err 0.1705 top1 5.469 top5 0.781 | Epoch: [69][420/553] Time 2.477 Data 0.001 Err 0.2696 top1 7.031 top5 0.781 | Epoch: [69][421/553] Time 2.455 Data 0.001 Err 0.3393 top1 9.375 top5 2.344 | Epoch: [69][422/553] Time 2.518 Data 0.001 Err 0.2641 top1 6.250 top5 2.344 | Epoch: [69][423/553] Time 2.450 Data 0.001 Err 0.2445 top1 7.812 top5 1.562 | Epoch: [69][424/553] Time 2.436 Data 0.001 Err 0.4265 top1 10.938 top5 2.344 | Epoch: [69][425/553] Time 2.487 Data 0.001 Err 0.1136 top1 3.125 top5 1.562 | Epoch: [69][426/553] Time 2.483 Data 0.001 Err 0.3182 top1 10.938 top5 0.781 | Epoch: [69][427/553] Time 2.450 Data 0.001 Err 0.2741 top1 7.812 top5 3.125 | Epoch: [69][428/553] Time 2.449 Data 0.001 Err 0.2938 top1 8.594 top5 2.344 | Epoch: [69][429/553] Time 2.436 Data 0.000 Err 0.1757 top1 4.688 top5 1.562 | Epoch: [69][430/553] Time 2.515 Data 0.001 Err 0.2630 top1 7.031 top5 1.562 | Epoch: [69][431/553] Time 2.448 Data 0.001 Err 0.2580 top1 6.250 top5 2.344 | Epoch: [69][432/553] Time 2.434 Data 0.001 Err 0.2878 top1 7.031 top5 0.000 | Epoch: [69][433/553] Time 2.452 Data 0.001 Err 0.2097 top1 6.250 top5 0.781 | Epoch: [69][434/553] Time 2.472 Data 0.000 Err 0.1322 top1 3.125 top5 0.781 | Epoch: [69][435/553] Time 2.433 Data 0.001 Err 0.0996 top1 3.125 top5 0.781 | Epoch: [69][436/553] Time 2.444 Data 0.000 Err 0.2419 top1 5.469 top5 2.344 | Epoch: [69][437/553] Time 2.436 Data 0.001 Err 0.1953 top1 5.469 top5 0.000 | Epoch: [69][438/553] Time 2.463 Data 0.001 Err 0.2051 top1 4.688 top5 2.344 | Epoch: [69][439/553] Time 2.489 Data 0.001 Err 0.4224 top1 11.719 top5 4.688 | Epoch: [69][440/553] Time 2.440 Data 0.001 Err 0.2982 top1 7.031 top5 3.906 | Epoch: [69][441/553] Time 2.491 Data 0.002 Err 0.2897 top1 9.375 top5 0.781 | Epoch: [69][442/553] Time 2.459 Data 0.001 Err 0.2917 top1 7.031 top5 2.344 | Epoch: [69][443/553] Time 2.437 Data 0.001 Err 0.2444 top1 5.469 top5 2.344 | Epoch: [69][444/553] Time 2.439 Data 0.001 Err 0.1843 top1 5.469 top5 0.000 | Epoch: [69][445/553] Time 2.450 Data 0.001 Err 0.2643 top1 5.469 top5 2.344 | Epoch: [69][446/553] Time 2.474 Data 0.001 Err 0.4965 top1 10.938 top5 6.250 | Epoch: [69][447/553] Time 2.449 Data 0.001 Err 0.4140 top1 10.938 top5 4.688 | Epoch: [69][448/553] Time 2.436 Data 0.001 Err 0.1531 top1 4.688 top5 0.781 | Epoch: [69][449/553] Time 2.433 Data 0.001 Err 0.2138 top1 6.250 top5 1.562 | Epoch: [69][450/553] Time 2.449 Data 0.001 Err 0.2364 top1 7.812 top5 1.562 | Epoch: [69][451/553] Time 2.501 Data 0.001 Err 0.2353 top1 5.469 top5 0.000 | Epoch: [69][452/553] Time 2.441 Data 0.001 Err 0.3170 top1 7.812 top5 2.344 | Epoch: [69][453/553] Time 2.448 Data 0.000 Err 0.4291 top1 8.594 top5 4.688 | Epoch: [69][454/553] Time 2.442 Data 0.001 Err 0.2232 top1 7.812 top5 0.781 | Epoch: [69][455/553] Time 2.444 Data 0.001 Err 0.1977 top1 4.688 top5 1.562 | Epoch: [69][456/553] Time 2.440 Data 0.001 Err 0.1991 top1 4.688 top5 1.562 | Epoch: [69][457/553] Time 2.449 Data 0.001 Err 0.1861 top1 3.125 top5 1.562 | Epoch: [69][458/553] Time 2.440 Data 0.001 Err 0.2769 top1 7.031 top5 2.344 | Epoch: [69][459/553] Time 2.467 Data 0.001 Err 0.2454 top1 8.594 top5 1.562 | Epoch: [69][460/553] Time 2.437 Data 0.001 Err 0.2526 top1 5.469 top5 3.125 | Epoch: [69][461/553] Time 2.467 Data 0.001 Err 0.2500 top1 7.812 top5 2.344 | Epoch: [69][462/553] Time 2.442 Data 0.001 Err 0.3306 top1 9.375 top5 2.344 | Epoch: [69][463/553] Time 2.471 Data 0.001 Err 0.2269 top1 7.031 top5 1.562 | Epoch: [69][464/553] Time 2.451 Data 0.000 Err 0.2801 top1 7.812 top5 1.562 | Epoch: [69][465/553] Time 2.524 Data 0.001 Err 0.1480 top1 3.125 top5 0.781 | Epoch: [69][466/553] Time 2.450 Data 0.001 Err 0.1209 top1 2.344 top5 0.781 | Epoch: [69][467/553] Time 2.438 Data 0.001 Err 0.2300 top1 5.469 top5 1.562 | Epoch: [69][468/553] Time 2.438 Data 0.001 Err 0.3230 top1 9.375 top5 1.562 | Epoch: [69][469/553] Time 2.483 Data 0.001 Err 0.1763 top1 5.469 top5 0.781 | Epoch: [69][470/553] Time 2.465 Data 0.001 Err 0.2644 top1 6.250 top5 3.125 | Epoch: [69][471/553] Time 2.438 Data 0.000 Err 0.2429 top1 7.031 top5 3.906 | Epoch: [69][472/553] Time 2.443 Data 0.001 Err 0.2246 top1 6.250 top5 2.344 | Epoch: [69][473/553] Time 2.518 Data 0.001 Err 0.2824 top1 6.250 top5 2.344 | Epoch: [69][474/553] Time 2.477 Data 0.000 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [69][475/553] Time 2.438 Data 0.001 Err 0.2870 top1 7.812 top5 3.906 | Epoch: [69][476/553] Time 2.467 Data 0.001 Err 0.2401 top1 6.250 top5 1.562 | Epoch: [69][477/553] Time 2.471 Data 0.001 Err 0.2090 top1 5.469 top5 1.562 | Epoch: [69][478/553] Time 2.443 Data 0.001 Err 0.3120 top1 8.594 top5 2.344 | Epoch: [69][479/553] Time 2.445 Data 0.001 Err 0.2634 top1 7.812 top5 1.562 | Epoch: [69][480/553] Time 2.448 Data 0.001 Err 0.2452 top1 7.812 top5 1.562 | Epoch: [69][481/553] Time 2.463 Data 0.000 Err 0.2911 top1 8.594 top5 2.344 | Epoch: [69][482/553] Time 2.519 Data 0.001 Err 0.2576 top1 7.812 top5 3.125 | Epoch: [69][483/553] Time 2.450 Data 0.000 Err 0.2765 top1 7.812 top5 3.125 | Epoch: [69][484/553] Time 2.449 Data 0.001 Err 0.2265 top1 7.031 top5 0.781 | Epoch: [69][485/553] Time 2.475 Data 0.001 Err 0.2316 top1 7.031 top5 0.781 | Epoch: [69][486/553] Time 2.527 Data 0.001 Err 0.1858 top1 7.031 top5 0.781 | Epoch: [69][487/553] Time 2.455 Data 0.001 Err 0.2574 top1 7.031 top5 1.562 | Epoch: [69][488/553] Time 2.472 Data 0.001 Err 0.2734 top1 7.812 top5 2.344 | Epoch: [69][489/553] Time 2.471 Data 0.001 Err 0.2605 top1 7.812 top5 1.562 | Epoch: [69][490/553] Time 2.487 Data 0.001 Err 0.3583 top1 8.594 top5 3.906 | Epoch: [69][491/553] Time 2.436 Data 0.000 Err 0.2256 top1 4.688 top5 1.562 | Epoch: [69][492/553] Time 2.477 Data 0.001 Err 0.3103 top1 9.375 top5 1.562 | Epoch: [69][493/553] Time 2.439 Data 0.001 Err 0.2479 top1 5.469 top5 3.906 | Epoch: [69][494/553] Time 2.468 Data 0.001 Err 0.2013 top1 3.906 top5 1.562 | Epoch: [69][495/553] Time 2.448 Data 0.001 Err 0.1413 top1 5.469 top5 0.781 | Epoch: [69][496/553] Time 2.479 Data 0.001 Err 0.2641 top1 7.031 top5 2.344 | Epoch: [69][497/553] Time 2.443 Data 0.001 Err 0.4104 top1 10.938 top5 4.688 | Epoch: [69][498/553] Time 2.437 Data 0.001 Err 0.3170 top1 6.250 top5 3.906 | Epoch: [69][499/553] Time 2.445 Data 0.001 Err 0.1525 top1 4.688 top5 0.781 | Epoch: [69][500/553] Time 2.465 Data 0.001 Err 0.2307 top1 6.250 top5 0.781 | Epoch: [69][501/553] Time 2.443 Data 0.000 Err 0.3036 top1 7.812 top5 2.344 | Epoch: [69][502/553] Time 2.439 Data 0.000 Err 0.1717 top1 5.469 top5 1.562 | Epoch: [69][503/553] Time 2.517 Data 0.001 Err 0.1933 top1 5.469 top5 1.562 | Epoch: [69][504/553] Time 2.437 Data 0.001 Err 0.2350 top1 7.031 top5 0.781 | Epoch: [69][505/553] Time 2.437 Data 0.000 Err 0.2030 top1 4.688 top5 1.562 | Epoch: [69][506/553] Time 2.453 Data 0.001 Err 0.2679 top1 5.469 top5 2.344 | Epoch: [69][507/553] Time 2.436 Data 0.001 Err 0.2539 top1 8.594 top5 1.562 | Epoch: [69][508/553] Time 2.449 Data 0.001 Err 0.2522 top1 7.812 top5 1.562 | Epoch: [69][509/553] Time 2.477 Data 0.000 Err 0.2398 top1 6.250 top5 1.562 | Epoch: [69][510/553] Time 2.451 Data 0.001 Err 0.1886 top1 6.250 top5 0.000 | Epoch: [69][511/553] Time 2.447 Data 0.001 Err 0.2043 top1 3.906 top5 1.562 | Epoch: [69][512/553] Time 2.509 Data 0.001 Err 0.3651 top1 11.719 top5 2.344 | Epoch: [69][513/553] Time 2.454 Data 0.001 Err 0.1580 top1 3.906 top5 0.781 | Epoch: [69][514/553] Time 2.450 Data 0.001 Err 0.1815 top1 4.688 top5 0.000 | Epoch: [69][515/553] Time 2.436 Data 0.001 Err 0.2302 top1 4.688 top5 0.781 | Epoch: [69][516/553] Time 2.467 Data 0.003 Err 0.3137 top1 7.031 top5 3.906 | Epoch: [69][517/553] Time 2.437 Data 0.001 Err 0.2030 top1 4.688 top5 1.562 | Epoch: [69][518/553] Time 2.457 Data 0.001 Err 0.2941 top1 8.594 top5 1.562 | Epoch: [69][519/553] Time 2.434 Data 0.001 Err 0.3030 top1 7.812 top5 1.562 | Epoch: [69][520/553] Time 2.461 Data 0.001 Err 0.1264 top1 3.125 top5 0.781 | Epoch: [69][521/553] Time 2.509 Data 0.001 Err 0.2710 top1 5.469 top5 2.344 | Epoch: [69][522/553] Time 2.463 Data 0.001 Err 0.1620 top1 3.906 top5 0.000 | Epoch: [69][523/553] Time 2.441 Data 0.001 Err 0.1554 top1 4.688 top5 1.562 | Epoch: [69][524/553] Time 2.477 Data 0.001 Err 0.3021 top1 9.375 top5 2.344 | Epoch: [69][525/553] Time 2.441 Data 0.001 Err 0.2557 top1 7.812 top5 0.781 | Epoch: [69][526/553] Time 2.444 Data 0.001 Err 0.2298 top1 3.906 top5 2.344 | Epoch: [69][527/553] Time 2.459 Data 0.001 Err 0.1576 top1 3.906 top5 0.000 | Epoch: [69][528/553] Time 2.446 Data 0.001 Err 0.2693 top1 5.469 top5 2.344 | Epoch: [69][529/553] Time 2.444 Data 0.001 Err 0.2369 top1 6.250 top5 2.344 | Epoch: [69][530/553] Time 2.481 Data 0.001 Err 0.2318 top1 7.031 top5 0.781 | Epoch: [69][531/553] Time 2.455 Data 0.000 Err 0.0613 top1 1.562 top5 0.000 | Epoch: [69][532/553] Time 2.439 Data 0.001 Err 0.2126 top1 4.688 top5 1.562 | Epoch: [69][533/553] Time 2.487 Data 0.001 Err 0.1927 top1 5.469 top5 2.344 | Epoch: [69][534/553] Time 2.474 Data 0.001 Err 0.2170 top1 5.469 top5 0.781 | Epoch: [69][535/553] Time 2.466 Data 0.001 Err 0.2512 top1 7.812 top5 1.562 | Epoch: [69][536/553] Time 2.463 Data 0.001 Err 0.3128 top1 7.812 top5 1.562 | Epoch: [69][537/553] Time 2.445 Data 0.001 Err 0.1830 top1 5.469 top5 0.000 | Epoch: [69][538/553] Time 2.437 Data 0.001 Err 0.3167 top1 8.594 top5 3.906 | Epoch: [69][539/553] Time 2.432 Data 0.001 Err 0.1600 top1 3.125 top5 1.562 | Epoch: [69][540/553] Time 2.466 Data 0.001 Err 0.2988 top1 7.812 top5 3.125 | Epoch: [69][541/553] Time 2.444 Data 0.001 Err 0.2707 top1 9.375 top5 3.906 | Epoch: [69][542/553] Time 2.448 Data 0.001 Err 0.2381 top1 6.250 top5 2.344 | Epoch: [69][543/553] Time 2.441 Data 0.000 Err 0.2591 top1 7.031 top5 0.781 | Epoch: [69][544/553] Time 2.483 Data 0.000 Err 0.2148 top1 3.906 top5 1.562 | Epoch: [69][545/553] Time 2.439 Data 0.000 Err 0.4098 top1 10.938 top5 2.344 | Epoch: [69][546/553] Time 2.439 Data 0.000 Err 0.2344 top1 4.688 top5 2.344 | Epoch: [69][547/553] Time 2.434 Data 0.000 Err 0.1899 top1 6.250 top5 0.781 | Epoch: [69][548/553] Time 2.437 Data 0.000 Err 0.2314 top1 6.250 top5 0.781 | Epoch: [69][549/553] Time 2.477 Data 0.000 Err 0.3326 top1 8.594 top5 3.125 | Epoch: [69][550/553] Time 2.439 Data 0.000 Err 0.1922 top1 5.469 top5 0.781 | Epoch: [69][551/553] Time 2.446 Data 0.000 Err 0.1278 top1 2.344 top5 0.781 | Epoch: [69][552/553] Time 2.433 Data 0.000 Err 0.2702 top1 7.812 top5 3.125 | Epoch: [69][553/553] Time 1.025 Data 0.000 Err 0.6439 top1 20.455 top5 4.545 | Test: [69][1/198] Time 2.404 Data 1.650 top1 11.719 ( 11.719) top5 3.906 ( 3.906) | Test: [69][2/198] Time 0.722 Data 0.001 top1 11.719 ( 11.719) top5 3.125 ( 3.516) | Test: [69][3/198] Time 0.718 Data 0.000 top1 17.188 ( 13.542) top5 2.344 ( 3.125) | Test: [69][4/198] Time 0.717 Data 0.001 top1 10.938 ( 12.891) top5 4.688 ( 3.516) | Test: [69][5/198] Time 0.717 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 3.281) | Test: [69][6/198] Time 0.713 Data 0.001 top1 16.406 ( 13.151) top5 3.125 ( 3.255) | Test: [69][7/198] Time 0.729 Data 0.001 top1 12.500 ( 13.058) top5 0.781 ( 2.902) | Test: [69][8/198] Time 0.723 Data 0.004 top1 14.062 ( 13.184) top5 2.344 ( 2.832) | Test: [69][9/198] Time 0.716 Data 0.001 top1 15.625 ( 13.455) top5 2.344 ( 2.778) | Test: [69][10/198] Time 0.722 Data 0.000 top1 13.281 ( 13.438) top5 2.344 ( 2.734) | Test: [69][11/198] Time 0.718 Data 0.001 top1 15.625 ( 13.636) top5 3.906 ( 2.841) | Test: [69][12/198] Time 0.731 Data 0.001 top1 12.500 ( 13.542) top5 2.344 ( 2.799) | Test: [69][13/198] Time 0.719 Data 0.001 top1 12.500 ( 13.462) top5 5.469 ( 3.005) | Test: [69][14/198] Time 0.716 Data 0.001 top1 13.281 ( 13.449) top5 3.125 ( 3.013) | Test: [69][15/198] Time 0.725 Data 0.001 top1 13.281 ( 13.438) top5 5.469 ( 3.177) | Test: [69][16/198] Time 0.726 Data 0.001 top1 9.375 ( 13.184) top5 0.781 ( 3.027) | Test: [69][17/198] Time 0.716 Data 0.001 top1 14.062 ( 13.235) top5 3.125 ( 3.033) | Test: [69][18/198] Time 0.724 Data 0.001 top1 10.938 ( 13.108) top5 0.000 ( 2.865) | Test: [69][19/198] Time 0.723 Data 0.001 top1 10.156 ( 12.952) top5 0.781 ( 2.755) | Test: [69][20/198] Time 0.728 Data 0.002 top1 14.844 ( 13.047) top5 2.344 ( 2.734) | Test: [69][21/198] Time 0.719 Data 0.001 top1 10.938 ( 12.946) top5 1.562 ( 2.679) | Test: [69][22/198] Time 0.725 Data 0.001 top1 14.062 ( 12.997) top5 3.125 ( 2.699) | Test: [69][23/198] Time 0.719 Data 0.001 top1 14.062 ( 13.043) top5 3.125 ( 2.717) | Test: [69][24/198] Time 0.719 Data 0.001 top1 15.625 ( 13.151) top5 3.906 ( 2.767) | Test: [69][25/198] Time 0.715 Data 0.001 top1 15.625 ( 13.250) top5 3.125 ( 2.781) | Test: [69][26/198] Time 0.717 Data 0.001 top1 8.594 ( 13.071) top5 2.344 ( 2.764) | Test: [69][27/198] Time 0.718 Data 0.001 top1 11.719 ( 13.021) top5 3.125 ( 2.778) | Test: [69][28/198] Time 0.722 Data 0.001 top1 10.938 ( 12.946) top5 2.344 ( 2.762) | Test: [69][29/198] Time 0.727 Data 0.002 top1 15.625 ( 13.039) top5 3.906 ( 2.802) | Test: [69][30/198] Time 0.718 Data 0.001 top1 16.406 ( 13.151) top5 3.125 ( 2.812) | Test: [69][31/198] Time 0.728 Data 0.001 top1 13.281 ( 13.155) top5 2.344 ( 2.797) | Test: [69][32/198] Time 0.732 Data 0.001 top1 11.719 ( 13.110) top5 4.688 ( 2.856) | Test: [69][33/198] Time 0.723 Data 0.001 top1 13.281 ( 13.116) top5 3.125 ( 2.865) | Test: [69][34/198] Time 0.724 Data 0.001 top1 12.500 ( 13.097) top5 1.562 ( 2.826) | Test: [69][35/198] Time 0.721 Data 0.001 top1 11.719 ( 13.058) top5 3.125 ( 2.835) | Test: [69][36/198] Time 0.727 Data 0.000 top1 4.688 ( 12.826) top5 0.781 ( 2.778) | Test: [69][37/198] Time 0.716 Data 0.001 top1 7.812 ( 12.690) top5 3.125 ( 2.787) | Test: [69][38/198] Time 0.719 Data 0.001 top1 15.625 ( 12.767) top5 1.562 ( 2.755) | Test: [69][39/198] Time 0.716 Data 0.001 top1 14.844 ( 12.821) top5 1.562 ( 2.724) | Test: [69][40/198] Time 0.718 Data 0.001 top1 11.719 ( 12.793) top5 3.125 ( 2.734) | Test: [69][41/198] Time 0.720 Data 0.001 top1 9.375 ( 12.710) top5 1.562 ( 2.706) | Test: [69][42/198] Time 0.725 Data 0.001 top1 10.938 ( 12.667) top5 3.125 ( 2.716) | Test: [69][43/198] Time 0.721 Data 0.001 top1 12.500 ( 12.664) top5 0.781 ( 2.671) | Test: [69][44/198] Time 0.722 Data 0.001 top1 13.281 ( 12.678) top5 0.000 ( 2.610) | Test: [69][45/198] Time 0.721 Data 0.001 top1 16.406 ( 12.760) top5 5.469 ( 2.674) | Test: [69][46/198] Time 0.719 Data 0.001 top1 7.812 ( 12.653) top5 1.562 ( 2.649) | Test: [69][47/198] Time 0.713 Data 0.001 top1 10.156 ( 12.600) top5 1.562 ( 2.626) | Test: [69][48/198] Time 0.727 Data 0.001 top1 15.625 ( 12.663) top5 2.344 ( 2.620) | Test: [69][49/198] Time 0.718 Data 0.001 top1 15.625 ( 12.723) top5 2.344 ( 2.615) | Test: [69][50/198] Time 0.722 Data 0.001 top1 12.500 ( 12.719) top5 1.562 ( 2.594) | Test: [69][51/198] Time 0.725 Data 0.001 top1 11.719 ( 12.699) top5 4.688 ( 2.635) | Test: [69][52/198] Time 0.717 Data 0.001 top1 8.594 ( 12.620) top5 2.344 ( 2.629) | Test: [69][53/198] Time 0.722 Data 0.001 top1 12.500 ( 12.618) top5 3.125 ( 2.639) | Test: [69][54/198] Time 0.719 Data 0.001 top1 10.938 ( 12.587) top5 2.344 ( 2.633) | Test: [69][55/198] Time 0.723 Data 0.001 top1 13.281 ( 12.599) top5 4.688 ( 2.670) | Test: [69][56/198] Time 0.732 Data 0.001 top1 10.156 ( 12.556) top5 1.562 ( 2.651) | Test: [69][57/198] Time 0.721 Data 0.001 top1 13.281 ( 12.569) top5 0.781 ( 2.618) | Test: [69][58/198] Time 0.715 Data 0.001 top1 14.844 ( 12.608) top5 3.906 ( 2.640) | Test: [69][59/198] Time 0.715 Data 0.001 top1 12.500 ( 12.606) top5 1.562 ( 2.622) | Test: [69][60/198] Time 0.736 Data 0.001 top1 10.156 ( 12.565) top5 1.562 ( 2.604) | Test: [69][61/198] Time 0.717 Data 0.001 top1 10.156 ( 12.526) top5 2.344 ( 2.600) | Test: [69][62/198] Time 0.726 Data 0.001 top1 12.500 ( 12.525) top5 1.562 ( 2.583) | Test: [69][63/198] Time 0.718 Data 0.001 top1 10.156 ( 12.488) top5 1.562 ( 2.567) | Test: [69][64/198] Time 0.718 Data 0.001 top1 11.719 ( 12.476) top5 3.906 ( 2.588) | Test: [69][65/198] Time 0.716 Data 0.000 top1 12.500 ( 12.476) top5 2.344 ( 2.584) | Test: [69][66/198] Time 0.715 Data 0.001 top1 12.500 ( 12.476) top5 5.469 ( 2.628) | Test: [69][67/198] Time 0.720 Data 0.001 top1 7.812 ( 12.407) top5 0.781 ( 2.600) | Test: [69][68/198] Time 0.719 Data 0.001 top1 17.969 ( 12.489) top5 5.469 ( 2.642) | Test: [69][69/198] Time 0.723 Data 0.001 top1 9.375 ( 12.443) top5 3.125 ( 2.649) | Test: [69][70/198] Time 0.719 Data 0.001 top1 12.500 ( 12.444) top5 0.781 ( 2.623) | Test: [69][71/198] Time 0.734 Data 0.001 top1 10.156 ( 12.412) top5 0.781 ( 2.597) | Test: [69][72/198] Time 0.737 Data 0.001 top1 10.156 ( 12.381) top5 0.781 ( 2.572) | Test: [69][73/198] Time 0.717 Data 0.001 top1 12.500 ( 12.382) top5 2.344 ( 2.568) | Test: [69][74/198] Time 0.726 Data 0.001 top1 8.594 ( 12.331) top5 1.562 ( 2.555) | Test: [69][75/198] Time 0.718 Data 0.001 top1 10.938 ( 12.312) top5 1.562 ( 2.542) | Test: [69][76/198] Time 0.717 Data 0.001 top1 10.156 ( 12.284) top5 0.781 ( 2.519) | Test: [69][77/198] Time 0.716 Data 0.001 top1 13.281 ( 12.297) top5 1.562 ( 2.506) | Test: [69][78/198] Time 0.720 Data 0.001 top1 15.625 ( 12.340) top5 3.906 ( 2.524) | Test: [69][79/198] Time 0.733 Data 0.005 top1 14.844 ( 12.371) top5 2.344 ( 2.522) | Test: [69][80/198] Time 0.714 Data 0.001 top1 15.625 ( 12.412) top5 3.125 ( 2.529) | Test: [69][81/198] Time 0.726 Data 0.001 top1 13.281 ( 12.423) top5 2.344 ( 2.527) | Test: [69][82/198] Time 0.730 Data 0.000 top1 10.938 ( 12.405) top5 5.469 ( 2.563) | Test: [69][83/198] Time 0.725 Data 0.002 top1 15.625 ( 12.444) top5 2.344 ( 2.560) | Test: [69][84/198] Time 0.735 Data 0.001 top1 9.375 ( 12.407) top5 2.344 ( 2.558) | Test: [69][85/198] Time 0.718 Data 0.001 top1 13.281 ( 12.417) top5 0.781 ( 2.537) | Test: [69][86/198] Time 0.724 Data 0.000 top1 9.375 ( 12.382) top5 1.562 ( 2.525) | Test: [69][87/198] Time 0.717 Data 0.001 top1 14.844 ( 12.410) top5 0.781 ( 2.505) | Test: [69][88/198] Time 0.716 Data 0.001 top1 10.938 ( 12.393) top5 3.906 ( 2.521) | Test: [69][89/198] Time 0.724 Data 0.001 top1 13.281 ( 12.403) top5 1.562 ( 2.511) | Test: [69][90/198] Time 0.721 Data 0.001 top1 7.031 ( 12.344) top5 2.344 ( 2.509) | Test: [69][91/198] Time 0.725 Data 0.001 top1 13.281 ( 12.354) top5 6.250 ( 2.550) | Test: [69][92/198] Time 0.714 Data 0.001 top1 10.156 ( 12.330) top5 2.344 ( 2.548) | Test: [69][93/198] Time 0.735 Data 0.000 top1 15.625 ( 12.366) top5 3.125 ( 2.554) | Test: [69][94/198] Time 0.734 Data 0.001 top1 8.594 ( 12.325) top5 0.000 ( 2.527) | Test: [69][95/198] Time 0.722 Data 0.001 top1 7.812 ( 12.278) top5 1.562 ( 2.516) | Test: [69][96/198] Time 0.726 Data 0.001 top1 15.625 ( 12.313) top5 3.906 ( 2.531) | Test: [69][97/198] Time 0.729 Data 0.001 top1 15.625 ( 12.347) top5 4.688 ( 2.553) | Test: [69][98/198] Time 0.736 Data 0.001 top1 17.969 ( 12.404) top5 4.688 ( 2.575) | Test: [69][99/198] Time 0.717 Data 0.001 top1 7.031 ( 12.350) top5 0.000 ( 2.549) | Test: [69][100/198] Time 0.727 Data 0.001 top1 12.500 ( 12.352) top5 3.125 ( 2.555) | Test: [69][101/198] Time 0.721 Data 0.001 top1 11.719 ( 12.345) top5 0.781 ( 2.537) | Test: [69][102/198] Time 0.745 Data 0.002 top1 14.844 ( 12.370) top5 5.469 ( 2.566) | Test: [69][103/198] Time 0.718 Data 0.001 top1 9.375 ( 12.341) top5 0.781 ( 2.549) | Test: [69][104/198] Time 0.729 Data 0.001 top1 13.281 ( 12.350) top5 2.344 ( 2.547) | Test: [69][105/198] Time 0.719 Data 0.001 top1 14.062 ( 12.366) top5 2.344 ( 2.545) | Test: [69][106/198] Time 0.717 Data 0.001 top1 10.938 ( 12.353) top5 3.125 ( 2.550) | Test: [69][107/198] Time 0.727 Data 0.001 top1 14.062 ( 12.369) top5 5.469 ( 2.577) | Test: [69][108/198] Time 0.721 Data 0.001 top1 8.594 ( 12.334) top5 1.562 ( 2.568) | Test: [69][109/198] Time 0.720 Data 0.001 top1 13.281 ( 12.342) top5 2.344 ( 2.566) | Test: [69][110/198] Time 0.716 Data 0.001 top1 9.375 ( 12.315) top5 1.562 ( 2.557) | Test: [69][111/198] Time 0.724 Data 0.001 top1 12.500 ( 12.317) top5 1.562 ( 2.548) | Test: [69][112/198] Time 0.725 Data 0.000 top1 12.500 ( 12.319) top5 0.781 ( 2.532) | Test: [69][113/198] Time 0.718 Data 0.001 top1 10.938 ( 12.306) top5 0.781 ( 2.517) | Test: [69][114/198] Time 0.718 Data 0.001 top1 14.844 ( 12.329) top5 4.688 ( 2.536) | Test: [69][115/198] Time 0.718 Data 0.001 top1 10.156 ( 12.310) top5 1.562 ( 2.527) | Test: [69][116/198] Time 0.711 Data 0.001 top1 15.625 ( 12.338) top5 3.125 ( 2.532) | Test: [69][117/198] Time 0.715 Data 0.001 top1 12.500 ( 12.340) top5 1.562 ( 2.524) | Test: [69][118/198] Time 0.730 Data 0.001 top1 9.375 ( 12.315) top5 0.781 ( 2.509) | Test: [69][119/198] Time 0.720 Data 0.001 top1 8.594 ( 12.283) top5 2.344 ( 2.508) | Test: [69][120/198] Time 0.720 Data 0.000 top1 15.625 ( 12.311) top5 4.688 ( 2.526) | Test: [69][121/198] Time 0.721 Data 0.001 top1 7.812 ( 12.274) top5 0.781 ( 2.512) | Test: [69][122/198] Time 0.716 Data 0.001 top1 14.844 ( 12.295) top5 2.344 ( 2.510) | Test: [69][123/198] Time 0.720 Data 0.001 top1 12.500 ( 12.297) top5 1.562 ( 2.503) | Test: [69][124/198] Time 0.730 Data 0.001 top1 8.594 ( 12.267) top5 3.125 ( 2.508) | Test: [69][125/198] Time 0.728 Data 0.001 top1 10.938 ( 12.256) top5 2.344 ( 2.506) | Test: [69][126/198] Time 0.766 Data 0.001 top1 13.281 ( 12.264) top5 6.250 ( 2.536) | Test: [69][127/198] Time 0.780 Data 0.001 top1 9.375 ( 12.242) top5 0.781 ( 2.522) | Test: [69][128/198] Time 0.743 Data 0.001 top1 10.938 ( 12.231) top5 0.781 ( 2.509) | Test: [69][129/198] Time 0.733 Data 0.001 top1 11.719 ( 12.227) top5 2.344 ( 2.507) | Test: [69][130/198] Time 0.720 Data 0.001 top1 9.375 ( 12.206) top5 1.562 ( 2.500) | Test: [69][131/198] Time 0.719 Data 0.001 top1 10.938 ( 12.196) top5 0.781 ( 2.487) | Test: [69][132/198] Time 0.725 Data 0.001 top1 7.812 ( 12.163) top5 3.125 ( 2.492) | Test: [69][133/198] Time 0.721 Data 0.001 top1 14.062 ( 12.177) top5 2.344 ( 2.491) | Test: [69][134/198] Time 0.765 Data 0.001 top1 11.719 ( 12.174) top5 2.344 ( 2.490) | Test: [69][135/198] Time 0.757 Data 0.001 top1 11.719 ( 12.170) top5 2.344 ( 2.488) | Test: [69][136/198] Time 0.744 Data 0.007 top1 12.500 ( 12.173) top5 3.125 ( 2.493) | Test: [69][137/198] Time 0.734 Data 0.001 top1 10.938 ( 12.164) top5 1.562 ( 2.486) | Test: [69][138/198] Time 0.728 Data 0.001 top1 14.062 ( 12.177) top5 1.562 ( 2.480) | Test: [69][139/198] Time 0.738 Data 0.001 top1 10.156 ( 12.163) top5 1.562 ( 2.473) | Test: [69][140/198] Time 0.718 Data 0.000 top1 10.938 ( 12.154) top5 3.906 ( 2.483) | Test: [69][141/198] Time 0.717 Data 0.001 top1 10.156 ( 12.140) top5 1.562 ( 2.477) | Test: [69][142/198] Time 0.729 Data 0.001 top1 12.500 ( 12.142) top5 3.125 ( 2.481) | Test: [69][143/198] Time 0.718 Data 0.001 top1 11.719 ( 12.139) top5 1.562 ( 2.475) | Test: [69][144/198] Time 0.724 Data 0.001 top1 9.375 ( 12.120) top5 3.906 ( 2.485) | Test: [69][145/198] Time 0.719 Data 0.001 top1 13.281 ( 12.128) top5 0.781 ( 2.473) | Test: [69][146/198] Time 0.737 Data 0.001 top1 14.844 ( 12.147) top5 4.688 ( 2.488) | Test: [69][147/198] Time 0.715 Data 0.001 top1 15.625 ( 12.170) top5 5.469 ( 2.509) | Test: [69][148/198] Time 0.733 Data 0.001 top1 11.719 ( 12.167) top5 1.562 ( 2.502) | Test: [69][149/198] Time 0.715 Data 0.001 top1 12.500 ( 12.170) top5 1.562 ( 2.496) | Test: [69][150/198] Time 0.732 Data 0.001 top1 12.500 ( 12.172) top5 2.344 ( 2.495) | Test: [69][151/198] Time 0.726 Data 0.001 top1 15.625 ( 12.195) top5 3.125 ( 2.499) | Test: [69][152/198] Time 0.719 Data 0.000 top1 14.062 ( 12.207) top5 0.781 ( 2.488) | Test: [69][153/198] Time 0.721 Data 0.001 top1 10.938 ( 12.199) top5 2.344 ( 2.487) | Test: [69][154/198] Time 0.718 Data 0.001 top1 10.938 ( 12.191) top5 2.344 ( 2.486) | Test: [69][155/198] Time 0.722 Data 0.001 top1 11.719 ( 12.188) top5 2.344 ( 2.485) | Test: [69][156/198] Time 0.714 Data 0.001 top1 11.719 ( 12.184) top5 0.781 ( 2.474) | Test: [69][157/198] Time 0.720 Data 0.001 top1 15.625 ( 12.206) top5 3.906 ( 2.483) | Test: [69][158/198] Time 0.722 Data 0.001 top1 5.469 ( 12.164) top5 0.000 ( 2.467) | Test: [69][159/198] Time 0.718 Data 0.001 top1 9.375 ( 12.146) top5 1.562 ( 2.462) | Test: [69][160/198] Time 0.732 Data 0.001 top1 14.062 ( 12.158) top5 2.344 ( 2.461) | Test: [69][161/198] Time 0.733 Data 0.001 top1 11.719 ( 12.155) top5 0.781 ( 2.451) | Test: [69][162/198] Time 0.732 Data 0.000 top1 14.844 ( 12.172) top5 3.906 ( 2.459) | Test: [69][163/198] Time 0.724 Data 0.001 top1 14.844 ( 12.188) top5 3.906 ( 2.468) | Test: [69][164/198] Time 0.717 Data 0.000 top1 16.406 ( 12.214) top5 5.469 ( 2.487) | Test: [69][165/198] Time 0.722 Data 0.001 top1 7.812 ( 12.188) top5 2.344 ( 2.486) | Test: [69][166/198] Time 0.716 Data 0.001 top1 8.594 ( 12.166) top5 1.562 ( 2.480) | Test: [69][167/198] Time 0.718 Data 0.001 top1 12.500 ( 12.168) top5 1.562 ( 2.475) | Test: [69][168/198] Time 0.720 Data 0.001 top1 7.812 ( 12.142) top5 0.000 ( 2.460) | Test: [69][169/198] Time 0.717 Data 0.001 top1 8.594 ( 12.121) top5 1.562 ( 2.455) | Test: [69][170/198] Time 0.718 Data 0.001 top1 10.938 ( 12.114) top5 2.344 ( 2.454) | Test: [69][171/198] Time 0.722 Data 0.001 top1 16.406 ( 12.139) top5 3.125 ( 2.458) | Test: [69][172/198] Time 0.733 Data 0.001 top1 20.312 ( 12.187) top5 3.906 ( 2.466) | Test: [69][173/198] Time 0.709 Data 0.001 top1 10.156 ( 12.175) top5 0.781 ( 2.457) | Test: [69][174/198] Time 0.720 Data 0.001 top1 9.375 ( 12.159) top5 3.125 ( 2.460) | Test: [69][175/198] Time 0.717 Data 0.001 top1 14.062 ( 12.170) top5 6.250 ( 2.482) | Test: [69][176/198] Time 0.716 Data 0.001 top1 19.531 ( 12.211) top5 2.344 ( 2.481) | Test: [69][177/198] Time 0.725 Data 0.002 top1 19.531 ( 12.253) top5 7.812 ( 2.511) | Test: [69][178/198] Time 0.725 Data 0.001 top1 10.938 ( 12.245) top5 1.562 ( 2.506) | Test: [69][179/198] Time 0.738 Data 0.001 top1 13.281 ( 12.251) top5 2.344 ( 2.505) | Test: [69][180/198] Time 0.726 Data 0.001 top1 14.844 ( 12.266) top5 0.781 ( 2.496) | Test: [69][181/198] Time 0.723 Data 0.001 top1 11.719 ( 12.263) top5 4.688 ( 2.508) | Test: [69][182/198] Time 0.722 Data 0.000 top1 12.500 ( 12.264) top5 1.562 ( 2.503) | Test: [69][183/198] Time 0.726 Data 0.001 top1 15.625 ( 12.282) top5 3.125 ( 2.506) | Test: [69][184/198] Time 0.727 Data 0.001 top1 11.719 ( 12.279) top5 3.125 ( 2.509) | Test: [69][185/198] Time 0.717 Data 0.001 top1 8.594 ( 12.259) top5 1.562 ( 2.504) | Test: [69][186/198] Time 0.723 Data 0.001 top1 10.938 ( 12.252) top5 2.344 ( 2.503) | Test: [69][187/198] Time 0.729 Data 0.001 top1 11.719 ( 12.249) top5 1.562 ( 2.498) | Test: [69][188/198] Time 0.711 Data 0.000 top1 13.281 ( 12.255) top5 2.344 ( 2.498) | Test: [69][189/198] Time 0.718 Data 0.000 top1 14.844 ( 12.269) top5 3.125 ( 2.501) | Test: [69][190/198] Time 0.716 Data 0.001 top1 14.062 ( 12.278) top5 2.344 ( 2.500) | Test: [69][191/198] Time 0.726 Data 0.000 top1 14.062 ( 12.287) top5 3.125 ( 2.503) | Test: [69][192/198] Time 0.716 Data 0.000 top1 12.500 ( 12.288) top5 1.562 ( 2.498) | Test: [69][193/198] Time 0.734 Data 0.000 top1 15.625 ( 12.306) top5 3.906 ( 2.506) | Test: [69][194/198] Time 0.720 Data 0.000 top1 13.281 ( 12.311) top5 0.000 ( 2.493) | Test: [69][195/198] Time 0.718 Data 0.000 top1 12.500 ( 12.312) top5 1.562 ( 2.488) | Test: [69][196/198] Time 0.714 Data 0.000 top1 13.281 ( 12.317) top5 0.781 ( 2.479) | Test: [69][197/198] Time 0.252 Data 0.000 top1 8.824 ( 12.299) top5 0.000 ( 2.467) | Test: [69][198/198] Time 0.719 Data 0.000 top1 14.062 ( 12.308) top5 3.125 ( 2.470) * Finished epoch # 69 top1: 12.308 top5: 2.470 * Best model 12.307820855615 2.4700126262626 Epoch 70 => Training epoch # 70 | Epoch: [70][1/553] Time 4.899 Data 2.389 Err 0.2921 top1 7.812 top5 2.344 | Epoch: [70][2/553] Time 2.419 Data 0.001 Err 0.3776 top1 8.594 top5 3.125 | Epoch: [70][3/553] Time 2.455 Data 0.001 Err 0.2112 top1 5.469 top5 1.562 | Epoch: [70][4/553] Time 2.433 Data 0.001 Err 0.2572 top1 6.250 top5 2.344 | Epoch: [70][5/553] Time 2.455 Data 0.001 Err 0.3253 top1 9.375 top5 2.344 | Epoch: [70][6/553] Time 2.462 Data 0.001 Err 0.2104 top1 4.688 top5 2.344 | Epoch: [70][7/553] Time 2.426 Data 0.001 Err 0.1783 top1 6.250 top5 0.000 | Epoch: [70][8/553] Time 2.460 Data 0.001 Err 0.2066 top1 5.469 top5 3.125 | Epoch: [70][9/553] Time 2.468 Data 0.001 Err 0.1711 top1 3.125 top5 0.781 | Epoch: [70][10/553] Time 2.462 Data 0.001 Err 0.3503 top1 8.594 top5 4.688 | Epoch: [70][11/553] Time 2.439 Data 0.001 Err 0.3293 top1 7.812 top5 3.906 | Epoch: [70][12/553] Time 2.454 Data 0.001 Err 0.4780 top1 10.156 top5 4.688 | Epoch: [70][13/553] Time 2.453 Data 0.001 Err 0.3420 top1 9.375 top5 2.344 | Epoch: [70][14/553] Time 2.456 Data 0.000 Err 0.3590 top1 9.375 top5 2.344 | Epoch: [70][15/553] Time 2.461 Data 0.001 Err 0.2006 top1 4.688 top5 2.344 | Epoch: [70][16/553] Time 2.465 Data 0.000 Err 0.2569 top1 7.812 top5 1.562 | Epoch: [70][17/553] Time 2.435 Data 0.001 Err 0.2581 top1 9.375 top5 3.125 | Epoch: [70][18/553] Time 2.429 Data 0.001 Err 0.2385 top1 5.469 top5 1.562 | Epoch: [70][19/553] Time 2.433 Data 0.001 Err 0.2960 top1 9.375 top5 2.344 | Epoch: [70][20/553] Time 2.478 Data 0.003 Err 0.2751 top1 6.250 top5 1.562 | Epoch: [70][21/553] Time 2.466 Data 0.001 Err 0.2224 top1 7.812 top5 1.562 | Epoch: [70][22/553] Time 2.434 Data 0.001 Err 0.3502 top1 7.031 top5 0.781 | Epoch: [70][23/553] Time 2.467 Data 0.001 Err 0.2470 top1 7.031 top5 0.781 | Epoch: [70][24/553] Time 2.438 Data 0.000 Err 0.2773 top1 6.250 top5 3.125 | Epoch: [70][25/553] Time 2.436 Data 0.001 Err 0.3138 top1 8.594 top5 3.906 | Epoch: [70][26/553] Time 2.464 Data 0.001 Err 0.1094 top1 3.125 top5 0.781 | Epoch: [70][27/553] Time 2.438 Data 0.001 Err 0.1672 top1 4.688 top5 0.781 | Epoch: [70][28/553] Time 2.436 Data 0.001 Err 0.2180 top1 5.469 top5 1.562 | Epoch: [70][29/553] Time 2.442 Data 0.001 Err 0.2308 top1 4.688 top5 2.344 | Epoch: [70][30/553] Time 2.435 Data 0.001 Err 0.4124 top1 11.719 top5 2.344 | Epoch: [70][31/553] Time 2.428 Data 0.001 Err 0.2287 top1 7.031 top5 2.344 | Epoch: [70][32/553] Time 2.518 Data 0.001 Err 0.1025 top1 1.562 top5 0.000 | Epoch: [70][33/553] Time 2.434 Data 0.001 Err 0.1509 top1 4.688 top5 0.781 | Epoch: [70][34/553] Time 2.439 Data 0.001 Err 0.2917 top1 5.469 top5 3.906 | Epoch: [70][35/553] Time 2.439 Data 0.001 Err 0.2623 top1 6.250 top5 2.344 | Epoch: [70][36/553] Time 2.458 Data 0.001 Err 0.2247 top1 5.469 top5 2.344 | Epoch: [70][37/553] Time 2.475 Data 0.000 Err 0.2314 top1 5.469 top5 1.562 | Epoch: [70][38/553] Time 2.479 Data 0.001 Err 0.1469 top1 3.906 top5 0.781 | Epoch: [70][39/553] Time 2.446 Data 0.001 Err 0.2128 top1 5.469 top5 2.344 | Epoch: [70][40/553] Time 2.479 Data 0.001 Err 0.2241 top1 5.469 top5 0.781 | Epoch: [70][41/553] Time 2.457 Data 0.001 Err 0.3842 top1 9.375 top5 4.688 | Epoch: [70][42/553] Time 2.459 Data 0.001 Err 0.3176 top1 9.375 top5 2.344 | Epoch: [70][43/553] Time 2.470 Data 0.001 Err 0.1621 top1 5.469 top5 0.781 | Epoch: [70][44/553] Time 2.464 Data 0.001 Err 0.2822 top1 7.031 top5 2.344 | Epoch: [70][45/553] Time 2.450 Data 0.001 Err 0.3331 top1 7.812 top5 3.906 | Epoch: [70][46/553] Time 2.510 Data 0.001 Err 0.3392 top1 10.938 top5 3.125 | Epoch: [70][47/553] Time 2.529 Data 0.001 Err 0.3060 top1 7.812 top5 3.125 | Epoch: [70][48/553] Time 2.445 Data 0.001 Err 0.4220 top1 8.594 top5 4.688 | Epoch: [70][49/553] Time 2.531 Data 0.002 Err 0.2345 top1 6.250 top5 0.781 | Epoch: [70][50/553] Time 2.441 Data 0.001 Err 0.3289 top1 8.594 top5 3.125 | Epoch: [70][51/553] Time 2.475 Data 0.001 Err 0.1518 top1 4.688 top5 0.000 | Epoch: [70][52/553] Time 2.466 Data 0.001 Err 0.2521 top1 7.031 top5 2.344 | Epoch: [70][53/553] Time 2.440 Data 0.001 Err 0.2406 top1 4.688 top5 2.344 | Epoch: [70][54/553] Time 2.443 Data 0.001 Err 0.2701 top1 5.469 top5 2.344 | Epoch: [70][55/553] Time 2.451 Data 0.001 Err 0.2827 top1 6.250 top5 2.344 | Epoch: [70][56/553] Time 2.516 Data 0.001 Err 0.2392 top1 8.594 top5 0.781 | Epoch: [70][57/553] Time 2.448 Data 0.001 Err 0.2043 top1 4.688 top5 1.562 | Epoch: [70][58/553] Time 2.436 Data 0.001 Err 0.3029 top1 7.812 top5 2.344 | Epoch: [70][59/553] Time 2.490 Data 0.001 Err 0.3110 top1 9.375 top5 2.344 | Epoch: [70][60/553] Time 2.472 Data 0.001 Err 0.2193 top1 5.469 top5 2.344 | Epoch: [70][61/553] Time 2.445 Data 0.001 Err 0.2221 top1 6.250 top5 0.781 | Epoch: [70][62/553] Time 2.446 Data 0.001 Err 0.3056 top1 7.031 top5 2.344 | Epoch: [70][63/553] Time 2.448 Data 0.001 Err 0.1227 top1 3.125 top5 0.781 | Epoch: [70][64/553] Time 2.518 Data 0.001 Err 0.2475 top1 6.250 top5 1.562 | Epoch: [70][65/553] Time 2.436 Data 0.001 Err 0.2579 top1 7.812 top5 2.344 | Epoch: [70][66/553] Time 2.462 Data 0.001 Err 0.3861 top1 10.156 top5 5.469 | Epoch: [70][67/553] Time 2.435 Data 0.001 Err 0.3571 top1 8.594 top5 3.906 | Epoch: [70][68/553] Time 2.440 Data 0.005 Err 0.2754 top1 8.594 top5 1.562 | Epoch: [70][69/553] Time 2.439 Data 0.001 Err 0.1526 top1 2.344 top5 1.562 | Epoch: [70][70/553] Time 2.524 Data 0.001 Err 0.2535 top1 5.469 top5 2.344 | Epoch: [70][71/553] Time 2.478 Data 0.001 Err 0.1686 top1 3.906 top5 1.562 | Epoch: [70][72/553] Time 2.439 Data 0.001 Err 0.2784 top1 7.812 top5 1.562 | Epoch: [70][73/553] Time 2.483 Data 0.001 Err 0.2505 top1 3.906 top5 3.125 | Epoch: [70][74/553] Time 2.480 Data 0.001 Err 0.1762 top1 3.906 top5 0.781 | Epoch: [70][75/553] Time 2.509 Data 0.001 Err 0.1649 top1 3.125 top5 2.344 | Epoch: [70][76/553] Time 2.488 Data 0.001 Err 0.1924 top1 5.469 top5 2.344 | Epoch: [70][77/553] Time 2.457 Data 0.001 Err 0.2293 top1 5.469 top5 0.781 | Epoch: [70][78/553] Time 2.483 Data 0.001 Err 0.2609 top1 7.812 top5 1.562 | Epoch: [70][79/553] Time 2.477 Data 0.001 Err 0.1504 top1 3.125 top5 0.781 | Epoch: [70][80/553] Time 2.479 Data 0.001 Err 0.2919 top1 7.812 top5 2.344 | Epoch: [70][81/553] Time 2.445 Data 0.001 Err 0.1961 top1 5.469 top5 0.000 | Epoch: [70][82/553] Time 2.480 Data 0.000 Err 0.1874 top1 3.906 top5 1.562 | Epoch: [70][83/553] Time 2.450 Data 0.001 Err 0.2043 top1 4.688 top5 2.344 | Epoch: [70][84/553] Time 2.448 Data 0.001 Err 0.3232 top1 7.812 top5 2.344 | Epoch: [70][85/553] Time 2.449 Data 0.001 Err 0.2726 top1 7.812 top5 1.562 | Epoch: [70][86/553] Time 2.477 Data 0.001 Err 0.1789 top1 4.688 top5 1.562 | Epoch: [70][87/553] Time 2.438 Data 0.001 Err 0.2287 top1 5.469 top5 1.562 | Epoch: [70][88/553] Time 2.442 Data 0.000 Err 0.2090 top1 5.469 top5 2.344 | Epoch: [70][89/553] Time 2.445 Data 0.001 Err 0.4112 top1 7.031 top5 3.906 | Epoch: [70][90/553] Time 2.477 Data 0.001 Err 0.2723 top1 10.156 top5 1.562 | Epoch: [70][91/553] Time 2.474 Data 0.001 Err 0.1214 top1 3.125 top5 0.000 | Epoch: [70][92/553] Time 2.482 Data 0.000 Err 0.3611 top1 7.812 top5 4.688 | Epoch: [70][93/553] Time 2.449 Data 0.001 Err 0.1432 top1 4.688 top5 0.000 | Epoch: [70][94/553] Time 2.492 Data 0.001 Err 0.3550 top1 11.719 top5 1.562 | Epoch: [70][95/553] Time 2.475 Data 0.001 Err 0.2134 top1 5.469 top5 2.344 | Epoch: [70][96/553] Time 2.433 Data 0.001 Err 0.2060 top1 7.031 top5 0.781 | Epoch: [70][97/553] Time 2.449 Data 0.001 Err 0.2079 top1 5.469 top5 0.781 | Epoch: [70][98/553] Time 2.480 Data 0.001 Err 0.1636 top1 3.906 top5 0.781 | Epoch: [70][99/553] Time 2.475 Data 0.001 Err 0.2962 top1 6.250 top5 3.125 | Epoch: [70][100/553] Time 2.436 Data 0.001 Err 0.2646 top1 6.250 top5 3.906 | Epoch: [70][101/553] Time 2.456 Data 0.001 Err 0.3010 top1 7.812 top5 2.344 | Epoch: [70][102/553] Time 2.433 Data 0.001 Err 0.1790 top1 5.469 top5 0.000 | Epoch: [70][103/553] Time 2.504 Data 0.001 Err 0.1183 top1 1.562 top5 0.781 | Epoch: [70][104/553] Time 2.446 Data 0.001 Err 0.3048 top1 7.812 top5 2.344 | Epoch: [70][105/553] Time 2.441 Data 0.001 Err 0.2417 top1 5.469 top5 3.125 | Epoch: [70][106/553] Time 2.483 Data 0.004 Err 0.1626 top1 3.125 top5 0.000 | Epoch: [70][107/553] Time 2.510 Data 0.001 Err 0.1388 top1 4.688 top5 0.000 | Epoch: [70][108/553] Time 2.433 Data 0.001 Err 0.1592 top1 4.688 top5 1.562 | Epoch: [70][109/553] Time 2.439 Data 0.001 Err 0.3074 top1 6.250 top5 3.125 | Epoch: [70][110/553] Time 2.532 Data 0.001 Err 0.3279 top1 9.375 top5 3.125 | Epoch: [70][111/553] Time 2.482 Data 0.001 Err 0.2773 top1 10.156 top5 2.344 | Epoch: [70][112/553] Time 2.442 Data 0.001 Err 0.2093 top1 5.469 top5 0.781 | Epoch: [70][113/553] Time 2.438 Data 0.001 Err 0.1894 top1 6.250 top5 1.562 | Epoch: [70][114/553] Time 2.440 Data 0.001 Err 0.1556 top1 4.688 top5 0.000 | Epoch: [70][115/553] Time 2.444 Data 0.001 Err 0.3275 top1 7.031 top5 3.906 | Epoch: [70][116/553] Time 2.443 Data 0.001 Err 0.2683 top1 3.906 top5 3.125 | Epoch: [70][117/553] Time 2.458 Data 0.001 Err 0.3765 top1 10.156 top5 3.125 | Epoch: [70][118/553] Time 2.533 Data 0.001 Err 0.2355 top1 6.250 top5 1.562 | Epoch: [70][119/553] Time 2.473 Data 0.001 Err 0.1524 top1 3.125 top5 1.562 | Epoch: [70][120/553] Time 2.442 Data 0.001 Err 0.3140 top1 9.375 top5 2.344 | Epoch: [70][121/553] Time 2.446 Data 0.001 Err 0.2988 top1 8.594 top5 2.344 | Epoch: [70][122/553] Time 2.488 Data 0.001 Err 0.2396 top1 7.812 top5 2.344 | Epoch: [70][123/553] Time 2.475 Data 0.001 Err 0.1368 top1 3.906 top5 0.781 | Epoch: [70][124/553] Time 2.445 Data 0.001 Err 0.3631 top1 9.375 top5 2.344 | Epoch: [70][125/553] Time 2.481 Data 0.001 Err 0.2543 top1 5.469 top5 1.562 | Epoch: [70][126/553] Time 2.486 Data 0.001 Err 0.1841 top1 5.469 top5 1.562 | Epoch: [70][127/553] Time 2.478 Data 0.001 Err 0.1682 top1 3.906 top5 0.781 | Epoch: [70][128/553] Time 2.445 Data 0.001 Err 0.2700 top1 7.031 top5 3.906 | Epoch: [70][129/553] Time 2.446 Data 0.001 Err 0.2118 top1 6.250 top5 1.562 | Epoch: [70][130/553] Time 2.441 Data 0.001 Err 0.2844 top1 5.469 top5 0.781 | Epoch: [70][131/553] Time 2.441 Data 0.001 Err 0.2594 top1 7.031 top5 0.781 | Epoch: [70][132/553] Time 2.441 Data 0.001 Err 0.2771 top1 7.812 top5 1.562 | Epoch: [70][133/553] Time 2.454 Data 0.001 Err 0.2537 top1 7.031 top5 1.562 | Epoch: [70][134/553] Time 2.470 Data 0.001 Err 0.2198 top1 6.250 top5 1.562 | Epoch: [70][135/553] Time 2.448 Data 0.001 Err 0.2643 top1 6.250 top5 1.562 | Epoch: [70][136/553] Time 2.435 Data 0.001 Err 0.1883 top1 7.031 top5 1.562 | Epoch: [70][137/553] Time 2.474 Data 0.001 Err 0.2329 top1 8.594 top5 1.562 | Epoch: [70][138/553] Time 2.506 Data 0.001 Err 0.2222 top1 7.031 top5 0.781 | Epoch: [70][139/553] Time 2.442 Data 0.001 Err 0.4898 top1 12.500 top5 7.031 | Epoch: [70][140/553] Time 2.455 Data 0.001 Err 0.2194 top1 6.250 top5 1.562 | Epoch: [70][141/553] Time 2.441 Data 0.001 Err 0.1126 top1 2.344 top5 0.000 | Epoch: [70][142/553] Time 2.499 Data 0.001 Err 0.1569 top1 3.125 top5 0.781 | Epoch: [70][143/553] Time 2.469 Data 0.001 Err 0.1004 top1 1.562 top5 0.781 | Epoch: [70][144/553] Time 2.445 Data 0.001 Err 0.2334 top1 7.031 top5 2.344 | Epoch: [70][145/553] Time 2.478 Data 0.000 Err 0.2797 top1 6.250 top5 3.125 | Epoch: [70][146/553] Time 2.522 Data 0.001 Err 0.1515 top1 3.906 top5 0.781 | Epoch: [70][147/553] Time 2.496 Data 0.001 Err 0.3250 top1 7.812 top5 3.906 | Epoch: [70][148/553] Time 2.450 Data 0.000 Err 0.2532 top1 5.469 top5 1.562 | Epoch: [70][149/553] Time 2.446 Data 0.001 Err 0.2713 top1 7.031 top5 1.562 | Epoch: [70][150/553] Time 2.442 Data 0.001 Err 0.1786 top1 5.469 top5 1.562 | Epoch: [70][151/553] Time 2.447 Data 0.001 Err 0.3128 top1 8.594 top5 2.344 | Epoch: [70][152/553] Time 2.457 Data 0.001 Err 0.3447 top1 8.594 top5 4.688 | Epoch: [70][153/553] Time 2.445 Data 0.001 Err 0.1940 top1 6.250 top5 0.781 | Epoch: [70][154/553] Time 2.475 Data 0.001 Err 0.2388 top1 4.688 top5 0.781 | Epoch: [70][155/553] Time 2.447 Data 0.001 Err 0.2800 top1 8.594 top5 1.562 | Epoch: [70][156/553] Time 2.442 Data 0.001 Err 0.3943 top1 8.594 top5 3.125 | Epoch: [70][157/553] Time 2.468 Data 0.001 Err 0.2326 top1 5.469 top5 1.562 | Epoch: [70][158/553] Time 2.493 Data 0.001 Err 0.2539 top1 7.812 top5 1.562 | Epoch: [70][159/553] Time 2.449 Data 0.001 Err 0.4865 top1 12.500 top5 3.906 | Epoch: [70][160/553] Time 2.461 Data 0.001 Err 0.3080 top1 7.031 top5 3.125 | Epoch: [70][161/553] Time 2.487 Data 0.001 Err 0.1359 top1 4.688 top5 0.781 | Epoch: [70][162/553] Time 2.482 Data 0.001 Err 0.2963 top1 7.812 top5 3.125 | Epoch: [70][163/553] Time 2.471 Data 0.001 Err 0.2850 top1 7.031 top5 1.562 | Epoch: [70][164/553] Time 2.498 Data 0.001 Err 0.4865 top1 13.281 top5 6.250 | Epoch: [70][165/553] Time 2.521 Data 0.001 Err 0.1701 top1 4.688 top5 0.781 | Epoch: [70][166/553] Time 2.478 Data 0.001 Err 0.3948 top1 8.594 top5 5.469 | Epoch: [70][167/553] Time 2.468 Data 0.001 Err 0.2756 top1 6.250 top5 0.781 | Epoch: [70][168/553] Time 2.441 Data 0.001 Err 0.2468 top1 7.031 top5 2.344 | Epoch: [70][169/553] Time 2.448 Data 0.001 Err 0.2751 top1 6.250 top5 0.781 | Epoch: [70][170/553] Time 2.516 Data 0.001 Err 0.2179 top1 7.031 top5 0.781 | Epoch: [70][171/553] Time 2.440 Data 0.001 Err 0.1910 top1 5.469 top5 1.562 | Epoch: [70][172/553] Time 2.456 Data 0.001 Err 0.3231 top1 7.031 top5 3.125 | Epoch: [70][173/553] Time 2.482 Data 0.001 Err 0.2533 top1 4.688 top5 1.562 | Epoch: [70][174/553] Time 2.479 Data 0.001 Err 0.2390 top1 5.469 top5 2.344 | Epoch: [70][175/553] Time 2.449 Data 0.001 Err 0.2960 top1 7.812 top5 1.562 | Epoch: [70][176/553] Time 2.446 Data 0.001 Err 0.2877 top1 7.812 top5 1.562 | Epoch: [70][177/553] Time 2.447 Data 0.001 Err 0.2222 top1 3.125 top5 2.344 | Epoch: [70][178/553] Time 2.489 Data 0.001 Err 0.2162 top1 5.469 top5 2.344 | Epoch: [70][179/553] Time 2.492 Data 0.001 Err 0.1998 top1 4.688 top5 0.781 | Epoch: [70][180/553] Time 2.440 Data 0.001 Err 0.2396 top1 8.594 top5 0.000 | Epoch: [70][181/553] Time 2.450 Data 0.001 Err 0.3756 top1 12.500 top5 2.344 | Epoch: [70][182/553] Time 2.480 Data 0.001 Err 0.1218 top1 3.906 top5 0.000 | Epoch: [70][183/553] Time 2.461 Data 0.001 Err 0.2421 top1 6.250 top5 3.125 | Epoch: [70][184/553] Time 2.452 Data 0.001 Err 0.2227 top1 7.031 top5 0.000 | Epoch: [70][185/553] Time 2.463 Data 0.001 Err 0.1301 top1 4.688 top5 0.000 | Epoch: [70][186/553] Time 2.445 Data 0.001 Err 0.2374 top1 5.469 top5 0.781 | Epoch: [70][187/553] Time 2.469 Data 0.001 Err 0.1852 top1 4.688 top5 1.562 | Epoch: [70][188/553] Time 2.442 Data 0.001 Err 0.1730 top1 3.906 top5 0.781 | Epoch: [70][189/553] Time 2.465 Data 0.001 Err 0.1863 top1 5.469 top5 0.781 | Epoch: [70][190/553] Time 2.447 Data 0.001 Err 0.2486 top1 5.469 top5 1.562 | Epoch: [70][191/553] Time 2.478 Data 0.001 Err 0.3043 top1 10.156 top5 3.125 | Epoch: [70][192/553] Time 2.456 Data 0.001 Err 0.2161 top1 6.250 top5 0.781 | Epoch: [70][193/553] Time 2.467 Data 0.001 Err 0.2433 top1 5.469 top5 2.344 | Epoch: [70][194/553] Time 2.508 Data 0.000 Err 0.2819 top1 8.594 top5 2.344 | Epoch: [70][195/553] Time 2.483 Data 0.001 Err 0.2104 top1 5.469 top5 1.562 | Epoch: [70][196/553] Time 2.530 Data 0.001 Err 0.3138 top1 7.031 top5 2.344 | Epoch: [70][197/553] Time 2.493 Data 0.001 Err 0.1789 top1 6.250 top5 0.000 | Epoch: [70][198/553] Time 2.439 Data 0.001 Err 0.2297 top1 6.250 top5 1.562 | Epoch: [70][199/553] Time 2.519 Data 0.001 Err 0.1670 top1 3.906 top5 1.562 | Epoch: [70][200/553] Time 2.505 Data 0.001 Err 0.3063 top1 7.812 top5 2.344 | Epoch: [70][201/553] Time 2.456 Data 0.003 Err 0.2065 top1 4.688 top5 0.781 | Epoch: [70][202/553] Time 2.439 Data 0.001 Err 0.1113 top1 0.781 top5 0.000 | Epoch: [70][203/553] Time 2.474 Data 0.001 Err 0.3093 top1 7.812 top5 3.125 | Epoch: [70][204/553] Time 2.459 Data 0.001 Err 0.2069 top1 6.250 top5 0.781 | Epoch: [70][205/553] Time 2.459 Data 0.001 Err 0.1970 top1 4.688 top5 0.781 | Epoch: [70][206/553] Time 2.451 Data 0.000 Err 0.1681 top1 4.688 top5 0.781 | Epoch: [70][207/553] Time 2.496 Data 0.001 Err 0.2212 top1 6.250 top5 0.781 | Epoch: [70][208/553] Time 2.443 Data 0.001 Err 0.3984 top1 10.938 top5 3.906 | Epoch: [70][209/553] Time 2.513 Data 0.001 Err 0.3294 top1 8.594 top5 1.562 | Epoch: [70][210/553] Time 2.475 Data 0.001 Err 0.2728 top1 9.375 top5 1.562 | Epoch: [70][211/553] Time 2.476 Data 0.001 Err 0.3130 top1 10.156 top5 1.562 | Epoch: [70][212/553] Time 2.438 Data 0.001 Err 0.3223 top1 7.812 top5 3.125 | Epoch: [70][213/553] Time 2.502 Data 0.001 Err 0.2857 top1 7.031 top5 2.344 | Epoch: [70][214/553] Time 2.439 Data 0.001 Err 0.2495 top1 7.031 top5 1.562 | Epoch: [70][215/553] Time 2.448 Data 0.000 Err 0.1751 top1 3.906 top5 0.781 | Epoch: [70][216/553] Time 2.487 Data 0.001 Err 0.1649 top1 1.562 top5 0.781 | Epoch: [70][217/553] Time 2.449 Data 0.000 Err 0.2700 top1 7.031 top5 3.125 | Epoch: [70][218/553] Time 2.473 Data 0.001 Err 0.2016 top1 4.688 top5 0.781 | Epoch: [70][219/553] Time 2.446 Data 0.001 Err 0.2716 top1 9.375 top5 1.562 | Epoch: [70][220/553] Time 2.472 Data 0.001 Err 0.2531 top1 5.469 top5 3.906 | Epoch: [70][221/553] Time 2.511 Data 0.000 Err 0.2547 top1 6.250 top5 2.344 | Epoch: [70][222/553] Time 2.439 Data 0.001 Err 0.2873 top1 7.031 top5 3.125 | Epoch: [70][223/553] Time 2.447 Data 0.001 Err 0.2411 top1 7.031 top5 1.562 | Epoch: [70][224/553] Time 2.441 Data 0.001 Err 0.2528 top1 6.250 top5 0.781 | Epoch: [70][225/553] Time 2.444 Data 0.001 Err 0.2094 top1 4.688 top5 1.562 | Epoch: [70][226/553] Time 2.480 Data 0.001 Err 0.1803 top1 3.906 top5 0.781 | Epoch: [70][227/553] Time 2.479 Data 0.001 Err 0.2568 top1 5.469 top5 1.562 | Epoch: [70][228/553] Time 2.464 Data 0.001 Err 0.2238 top1 5.469 top5 3.125 | Epoch: [70][229/553] Time 2.452 Data 0.001 Err 0.3367 top1 10.938 top5 1.562 | Epoch: [70][230/553] Time 2.451 Data 0.001 Err 0.1728 top1 3.906 top5 0.781 | Epoch: [70][231/553] Time 2.488 Data 0.000 Err 0.2864 top1 7.812 top5 2.344 | Epoch: [70][232/553] Time 2.434 Data 0.001 Err 0.3068 top1 9.375 top5 2.344 | Epoch: [70][233/553] Time 2.482 Data 0.001 Err 0.1276 top1 3.125 top5 0.000 | Epoch: [70][234/553] Time 2.483 Data 0.001 Err 0.1558 top1 3.125 top5 0.000 | Epoch: [70][235/553] Time 2.446 Data 0.001 Err 0.1647 top1 3.906 top5 0.781 | Epoch: [70][236/553] Time 2.465 Data 0.001 Err 0.2610 top1 9.375 top5 2.344 | Epoch: [70][237/553] Time 2.434 Data 0.001 Err 0.2252 top1 6.250 top5 0.781 | Epoch: [70][238/553] Time 2.501 Data 0.001 Err 0.0603 top1 0.781 top5 0.000 | Epoch: [70][239/553] Time 2.449 Data 0.001 Err 0.1992 top1 4.688 top5 0.781 | Epoch: [70][240/553] Time 2.436 Data 0.001 Err 0.2068 top1 5.469 top5 0.781 | Epoch: [70][241/553] Time 2.439 Data 0.001 Err 0.2699 top1 6.250 top5 3.906 | Epoch: [70][242/553] Time 2.440 Data 0.001 Err 0.2789 top1 7.031 top5 1.562 | Epoch: [70][243/553] Time 2.445 Data 0.001 Err 0.3391 top1 7.812 top5 4.688 | Epoch: [70][244/553] Time 2.480 Data 0.001 Err 0.3298 top1 7.031 top5 2.344 | Epoch: [70][245/553] Time 2.457 Data 0.001 Err 0.2055 top1 4.688 top5 3.125 | Epoch: [70][246/553] Time 2.465 Data 0.001 Err 0.2664 top1 4.688 top5 2.344 | Epoch: [70][247/553] Time 2.433 Data 0.001 Err 0.2619 top1 6.250 top5 1.562 | Epoch: [70][248/553] Time 2.481 Data 0.001 Err 0.2657 top1 7.031 top5 1.562 | Epoch: [70][249/553] Time 2.444 Data 0.001 Err 0.1876 top1 5.469 top5 0.000 | Epoch: [70][250/553] Time 2.477 Data 0.001 Err 0.3403 top1 10.156 top5 2.344 | Epoch: [70][251/553] Time 2.433 Data 0.001 Err 0.2328 top1 7.812 top5 0.781 | Epoch: [70][252/553] Time 2.470 Data 0.001 Err 0.2600 top1 6.250 top5 1.562 | Epoch: [70][253/553] Time 2.439 Data 0.001 Err 0.2357 top1 6.250 top5 2.344 | Epoch: [70][254/553] Time 2.433 Data 0.001 Err 0.2609 top1 7.031 top5 3.125 | Epoch: [70][255/553] Time 2.498 Data 0.001 Err 0.2960 top1 7.031 top5 3.906 | Epoch: [70][256/553] Time 2.468 Data 0.001 Err 0.3139 top1 10.156 top5 1.562 | Epoch: [70][257/553] Time 2.436 Data 0.001 Err 0.1581 top1 5.469 top5 0.781 | Epoch: [70][258/553] Time 2.459 Data 0.001 Err 0.2175 top1 4.688 top5 0.781 | Epoch: [70][259/553] Time 2.435 Data 0.001 Err 0.1952 top1 6.250 top5 0.781 | Epoch: [70][260/553] Time 2.467 Data 0.000 Err 0.1301 top1 3.125 top5 0.000 | Epoch: [70][261/553] Time 2.464 Data 0.001 Err 0.1837 top1 3.906 top5 2.344 | Epoch: [70][262/553] Time 2.453 Data 0.001 Err 0.1849 top1 3.906 top5 1.562 | Epoch: [70][263/553] Time 2.440 Data 0.001 Err 0.2470 top1 6.250 top5 3.125 | Epoch: [70][264/553] Time 2.476 Data 0.001 Err 0.3573 top1 8.594 top5 3.125 | Epoch: [70][265/553] Time 2.452 Data 0.001 Err 0.1783 top1 4.688 top5 1.562 | Epoch: [70][266/553] Time 2.442 Data 0.001 Err 0.2038 top1 6.250 top5 0.781 | Epoch: [70][267/553] Time 2.446 Data 0.001 Err 0.1537 top1 3.906 top5 0.781 | Epoch: [70][268/553] Time 2.472 Data 0.001 Err 0.3249 top1 8.594 top5 3.906 | Epoch: [70][269/553] Time 2.443 Data 0.001 Err 0.2774 top1 4.688 top5 1.562 | Epoch: [70][270/553] Time 2.454 Data 0.001 Err 0.2593 top1 7.031 top5 3.125 | Epoch: [70][271/553] Time 2.518 Data 0.001 Err 0.3127 top1 7.031 top5 1.562 | Epoch: [70][272/553] Time 2.434 Data 0.001 Err 0.2295 top1 6.250 top5 1.562 | Epoch: [70][273/553] Time 2.444 Data 0.001 Err 0.1736 top1 4.688 top5 0.000 | Epoch: [70][274/553] Time 2.441 Data 0.001 Err 0.2398 top1 5.469 top5 2.344 | Epoch: [70][275/553] Time 2.459 Data 0.001 Err 0.2605 top1 7.812 top5 0.781 | Epoch: [70][276/553] Time 2.479 Data 0.001 Err 0.2092 top1 7.031 top5 0.781 | Epoch: [70][277/553] Time 2.462 Data 0.001 Err 0.3260 top1 7.031 top5 3.125 | Epoch: [70][278/553] Time 2.510 Data 0.001 Err 0.2863 top1 5.469 top5 3.906 | Epoch: [70][279/553] Time 2.461 Data 0.001 Err 0.2661 top1 6.250 top5 2.344 | Epoch: [70][280/553] Time 2.500 Data 0.001 Err 0.2553 top1 5.469 top5 2.344 | Epoch: [70][281/553] Time 2.444 Data 0.001 Err 0.3250 top1 7.812 top5 4.688 | Epoch: [70][282/553] Time 2.448 Data 0.001 Err 0.2447 top1 5.469 top5 1.562 | Epoch: [70][283/553] Time 2.439 Data 0.001 Err 0.2610 top1 7.031 top5 1.562 | Epoch: [70][284/553] Time 2.472 Data 0.001 Err 0.1537 top1 3.906 top5 0.781 | Epoch: [70][285/553] Time 2.495 Data 0.001 Err 0.2125 top1 6.250 top5 2.344 | Epoch: [70][286/553] Time 2.503 Data 0.001 Err 0.2135 top1 4.688 top5 0.781 | Epoch: [70][287/553] Time 2.497 Data 0.001 Err 0.2593 top1 7.031 top5 1.562 | Epoch: [70][288/553] Time 2.469 Data 0.001 Err 0.3523 top1 9.375 top5 3.906 | Epoch: [70][289/553] Time 2.470 Data 0.001 Err 0.2536 top1 6.250 top5 1.562 | Epoch: [70][290/553] Time 2.442 Data 0.001 Err 0.2704 top1 7.031 top5 1.562 | Epoch: [70][291/553] Time 2.446 Data 0.001 Err 0.1697 top1 5.469 top5 1.562 | Epoch: [70][292/553] Time 2.448 Data 0.001 Err 0.3370 top1 9.375 top5 3.125 | Epoch: [70][293/553] Time 2.472 Data 0.001 Err 0.2725 top1 7.812 top5 2.344 | Epoch: [70][294/553] Time 2.452 Data 0.001 Err 0.2496 top1 7.031 top5 2.344 | Epoch: [70][295/553] Time 2.474 Data 0.001 Err 0.2689 top1 7.812 top5 2.344 | Epoch: [70][296/553] Time 2.446 Data 0.001 Err 0.2129 top1 6.250 top5 1.562 | Epoch: [70][297/553] Time 2.504 Data 0.001 Err 0.3585 top1 11.719 top5 3.906 | Epoch: [70][298/553] Time 2.443 Data 0.001 Err 0.3242 top1 7.812 top5 2.344 | Epoch: [70][299/553] Time 2.469 Data 0.001 Err 0.1539 top1 4.688 top5 0.781 | Epoch: [70][300/553] Time 2.480 Data 0.001 Err 0.3405 top1 9.375 top5 0.781 | Epoch: [70][301/553] Time 2.436 Data 0.001 Err 0.3109 top1 9.375 top5 3.906 | Epoch: [70][302/553] Time 2.443 Data 0.001 Err 0.1768 top1 2.344 top5 0.781 | Epoch: [70][303/553] Time 2.471 Data 0.000 Err 0.2811 top1 4.688 top5 3.125 | Epoch: [70][304/553] Time 2.455 Data 0.001 Err 0.1510 top1 3.906 top5 0.781 | Epoch: [70][305/553] Time 2.436 Data 0.001 Err 0.2025 top1 4.688 top5 0.781 | Epoch: [70][306/553] Time 2.491 Data 0.001 Err 0.4160 top1 11.719 top5 3.125 | Epoch: [70][307/553] Time 2.478 Data 0.001 Err 0.2354 top1 7.031 top5 1.562 | Epoch: [70][308/553] Time 2.438 Data 0.001 Err 0.1283 top1 3.125 top5 0.781 | Epoch: [70][309/553] Time 2.445 Data 0.000 Err 0.1915 top1 3.125 top5 3.125 | Epoch: [70][310/553] Time 2.443 Data 0.001 Err 0.2762 top1 7.031 top5 2.344 | Epoch: [70][311/553] Time 2.437 Data 0.001 Err 0.2722 top1 8.594 top5 2.344 | Epoch: [70][312/553] Time 2.444 Data 0.001 Err 0.3448 top1 9.375 top5 3.906 | Epoch: [70][313/553] Time 2.477 Data 0.001 Err 0.2047 top1 3.906 top5 1.562 | Epoch: [70][314/553] Time 2.445 Data 0.001 Err 0.1262 top1 5.469 top5 0.000 | Epoch: [70][315/553] Time 2.439 Data 0.001 Err 0.2530 top1 5.469 top5 3.125 | Epoch: [70][316/553] Time 2.440 Data 0.001 Err 0.2323 top1 5.469 top5 2.344 | Epoch: [70][317/553] Time 2.441 Data 0.000 Err 0.2355 top1 4.688 top5 2.344 | Epoch: [70][318/553] Time 2.450 Data 0.001 Err 0.3018 top1 7.812 top5 3.125 | Epoch: [70][319/553] Time 2.467 Data 0.001 Err 0.2205 top1 3.906 top5 1.562 | Epoch: [70][320/553] Time 2.448 Data 0.001 Err 0.1904 top1 3.906 top5 0.781 | Epoch: [70][321/553] Time 2.471 Data 0.001 Err 0.2054 top1 6.250 top5 1.562 | Epoch: [70][322/553] Time 2.468 Data 0.001 Err 0.3026 top1 7.812 top5 2.344 | Epoch: [70][323/553] Time 2.467 Data 0.001 Err 0.2167 top1 7.031 top5 0.000 | Epoch: [70][324/553] Time 2.478 Data 0.001 Err 0.2785 top1 7.031 top5 2.344 | Epoch: [70][325/553] Time 2.445 Data 0.004 Err 0.3082 top1 7.031 top5 2.344 | Epoch: [70][326/553] Time 2.437 Data 0.001 Err 0.3208 top1 7.031 top5 3.125 | Epoch: [70][327/553] Time 2.467 Data 0.001 Err 0.4738 top1 13.281 top5 3.125 | Epoch: [70][328/553] Time 2.485 Data 0.001 Err 0.2800 top1 8.594 top5 3.906 | Epoch: [70][329/553] Time 2.454 Data 0.001 Err 0.0827 top1 1.562 top5 0.000 | Epoch: [70][330/553] Time 2.468 Data 0.001 Err 0.1760 top1 4.688 top5 0.781 | Epoch: [70][331/553] Time 2.469 Data 0.001 Err 0.2338 top1 6.250 top5 2.344 | Epoch: [70][332/553] Time 2.444 Data 0.001 Err 0.2629 top1 7.031 top5 2.344 | Epoch: [70][333/553] Time 2.470 Data 0.001 Err 0.2632 top1 8.594 top5 1.562 | Epoch: [70][334/553] Time 2.435 Data 0.001 Err 0.2366 top1 7.812 top5 2.344 | Epoch: [70][335/553] Time 2.446 Data 0.001 Err 0.2541 top1 7.031 top5 0.781 | Epoch: [70][336/553] Time 2.438 Data 0.001 Err 0.2054 top1 4.688 top5 2.344 | Epoch: [70][337/553] Time 2.468 Data 0.001 Err 0.2461 top1 7.812 top5 0.781 | Epoch: [70][338/553] Time 2.458 Data 0.001 Err 0.2675 top1 7.812 top5 1.562 | Epoch: [70][339/553] Time 2.480 Data 0.001 Err 0.2044 top1 5.469 top5 0.781 | Epoch: [70][340/553] Time 2.449 Data 0.001 Err 0.2452 top1 4.688 top5 3.125 | Epoch: [70][341/553] Time 2.445 Data 0.001 Err 0.2722 top1 8.594 top5 1.562 | Epoch: [70][342/553] Time 2.471 Data 0.001 Err 0.2735 top1 7.812 top5 3.125 | Epoch: [70][343/553] Time 2.473 Data 0.001 Err 0.4085 top1 10.156 top5 3.125 | Epoch: [70][344/553] Time 2.437 Data 0.001 Err 0.1547 top1 3.125 top5 0.781 | Epoch: [70][345/553] Time 2.469 Data 0.001 Err 0.1444 top1 4.688 top5 0.000 | Epoch: [70][346/553] Time 2.482 Data 0.001 Err 0.1817 top1 3.125 top5 1.562 | Epoch: [70][347/553] Time 2.445 Data 0.001 Err 0.2208 top1 6.250 top5 1.562 | Epoch: [70][348/553] Time 2.442 Data 0.001 Err 0.1779 top1 4.688 top5 0.781 | Epoch: [70][349/553] Time 2.498 Data 0.001 Err 0.1596 top1 3.906 top5 0.781 | Epoch: [70][350/553] Time 2.480 Data 0.000 Err 0.2195 top1 5.469 top5 2.344 | Epoch: [70][351/553] Time 2.440 Data 0.001 Err 0.3967 top1 9.375 top5 3.906 | Epoch: [70][352/553] Time 2.433 Data 0.001 Err 0.2838 top1 8.594 top5 2.344 | Epoch: [70][353/553] Time 2.470 Data 0.001 Err 0.3404 top1 10.156 top5 3.906 | Epoch: [70][354/553] Time 2.440 Data 0.001 Err 0.2796 top1 7.031 top5 2.344 | Epoch: [70][355/553] Time 2.456 Data 0.001 Err 0.1776 top1 6.250 top5 0.781 | Epoch: [70][356/553] Time 2.440 Data 0.001 Err 0.1149 top1 3.125 top5 0.000 | Epoch: [70][357/553] Time 2.434 Data 0.001 Err 0.1975 top1 4.688 top5 1.562 | Epoch: [70][358/553] Time 2.465 Data 0.001 Err 0.1781 top1 6.250 top5 1.562 | Epoch: [70][359/553] Time 2.445 Data 0.001 Err 0.2864 top1 6.250 top5 2.344 | Epoch: [70][360/553] Time 2.439 Data 0.001 Err 0.2404 top1 7.812 top5 1.562 | Epoch: [70][361/553] Time 2.442 Data 0.001 Err 0.3718 top1 9.375 top5 3.906 | Epoch: [70][362/553] Time 2.438 Data 0.001 Err 0.2221 top1 6.250 top5 0.781 | Epoch: [70][363/553] Time 2.480 Data 0.001 Err 0.3411 top1 10.156 top5 2.344 | Epoch: [70][364/553] Time 2.442 Data 0.001 Err 0.3655 top1 11.719 top5 1.562 | Epoch: [70][365/553] Time 2.463 Data 0.001 Err 0.2547 top1 7.812 top5 1.562 | Epoch: [70][366/553] Time 2.510 Data 0.001 Err 0.1691 top1 5.469 top5 0.000 | Epoch: [70][367/553] Time 2.504 Data 0.000 Err 0.1923 top1 6.250 top5 0.781 | Epoch: [70][368/553] Time 2.482 Data 0.001 Err 0.2051 top1 6.250 top5 0.000 | Epoch: [70][369/553] Time 2.511 Data 0.001 Err 0.1698 top1 3.125 top5 1.562 | Epoch: [70][370/553] Time 2.484 Data 0.000 Err 0.2260 top1 6.250 top5 1.562 | Epoch: [70][371/553] Time 2.478 Data 0.001 Err 0.2086 top1 6.250 top5 0.781 | Epoch: [70][372/553] Time 2.438 Data 0.001 Err 0.2653 top1 6.250 top5 0.781 | Epoch: [70][373/553] Time 2.468 Data 0.001 Err 0.2328 top1 6.250 top5 0.781 | Epoch: [70][374/553] Time 2.451 Data 0.001 Err 0.3161 top1 10.938 top5 3.125 | Epoch: [70][375/553] Time 2.507 Data 0.001 Err 0.3509 top1 9.375 top5 3.125 | Epoch: [70][376/553] Time 2.485 Data 0.000 Err 0.2531 top1 8.594 top5 1.562 | Epoch: [70][377/553] Time 2.484 Data 0.001 Err 0.1397 top1 3.125 top5 0.781 | Epoch: [70][378/553] Time 2.441 Data 0.001 Err 0.3151 top1 7.031 top5 3.906 | Epoch: [70][379/553] Time 2.451 Data 0.001 Err 0.1530 top1 3.125 top5 0.781 | Epoch: [70][380/553] Time 2.448 Data 0.000 Err 0.2570 top1 7.031 top5 2.344 | Epoch: [70][381/553] Time 2.525 Data 0.001 Err 0.3019 top1 7.812 top5 3.125 | Epoch: [70][382/553] Time 2.459 Data 0.001 Err 0.1892 top1 4.688 top5 2.344 | Epoch: [70][383/553] Time 2.449 Data 0.001 Err 0.0839 top1 0.781 top5 0.000 | Epoch: [70][384/553] Time 2.433 Data 0.000 Err 0.3012 top1 6.250 top5 3.125 | Epoch: [70][385/553] Time 2.451 Data 0.001 Err 0.3875 top1 12.500 top5 1.562 | Epoch: [70][386/553] Time 2.487 Data 0.001 Err 0.2348 top1 4.688 top5 3.125 | Epoch: [70][387/553] Time 2.499 Data 0.001 Err 0.2593 top1 6.250 top5 2.344 | Epoch: [70][388/553] Time 2.438 Data 0.001 Err 0.2179 top1 6.250 top5 1.562 | Epoch: [70][389/553] Time 2.458 Data 0.001 Err 0.2248 top1 4.688 top5 2.344 | Epoch: [70][390/553] Time 2.446 Data 0.001 Err 0.2677 top1 7.031 top5 3.125 | Epoch: [70][391/553] Time 2.445 Data 0.001 Err 0.4415 top1 10.156 top5 3.125 | Epoch: [70][392/553] Time 2.498 Data 0.001 Err 0.2994 top1 6.250 top5 2.344 | Epoch: [70][393/553] Time 2.469 Data 0.001 Err 0.4035 top1 8.594 top5 4.688 | Epoch: [70][394/553] Time 2.448 Data 0.001 Err 0.3857 top1 10.156 top5 4.688 | Epoch: [70][395/553] Time 2.435 Data 0.001 Err 0.2399 top1 5.469 top5 1.562 | Epoch: [70][396/553] Time 2.468 Data 0.001 Err 0.2803 top1 8.594 top5 3.125 | Epoch: [70][397/553] Time 2.505 Data 0.001 Err 0.1704 top1 2.344 top5 0.781 | Epoch: [70][398/553] Time 2.468 Data 0.001 Err 0.2187 top1 5.469 top5 0.781 | Epoch: [70][399/553] Time 2.455 Data 0.001 Err 0.2581 top1 6.250 top5 2.344 | Epoch: [70][400/553] Time 2.466 Data 0.001 Err 0.2404 top1 5.469 top5 1.562 | Epoch: [70][401/553] Time 2.509 Data 0.001 Err 0.4663 top1 10.938 top5 4.688 | Epoch: [70][402/553] Time 2.443 Data 0.001 Err 0.3477 top1 10.938 top5 2.344 | Epoch: [70][403/553] Time 2.462 Data 0.001 Err 0.3310 top1 10.156 top5 3.125 | Epoch: [70][404/553] Time 2.462 Data 0.001 Err 0.2959 top1 8.594 top5 2.344 | Epoch: [70][405/553] Time 2.466 Data 0.001 Err 0.2855 top1 9.375 top5 0.781 | Epoch: [70][406/553] Time 2.441 Data 0.001 Err 0.3614 top1 10.156 top5 4.688 | Epoch: [70][407/553] Time 2.454 Data 0.001 Err 0.3891 top1 7.812 top5 4.688 | Epoch: [70][408/553] Time 2.474 Data 0.001 Err 0.2620 top1 7.031 top5 0.781 | Epoch: [70][409/553] Time 2.484 Data 0.001 Err 0.2378 top1 7.812 top5 0.000 | Epoch: [70][410/553] Time 2.437 Data 0.001 Err 0.1958 top1 4.688 top5 0.781 | Epoch: [70][411/553] Time 2.468 Data 0.001 Err 0.2430 top1 6.250 top5 1.562 | Epoch: [70][412/553] Time 2.464 Data 0.001 Err 0.2803 top1 7.031 top5 2.344 | Epoch: [70][413/553] Time 2.470 Data 0.000 Err 0.2123 top1 4.688 top5 1.562 | Epoch: [70][414/553] Time 2.483 Data 0.001 Err 0.3238 top1 8.594 top5 2.344 | Epoch: [70][415/553] Time 2.483 Data 0.001 Err 0.1909 top1 5.469 top5 0.000 | Epoch: [70][416/553] Time 2.449 Data 0.001 Err 0.1620 top1 3.906 top5 0.000 | Epoch: [70][417/553] Time 2.479 Data 0.001 Err 0.2738 top1 6.250 top5 2.344 | Epoch: [70][418/553] Time 2.449 Data 0.001 Err 0.2750 top1 8.594 top5 2.344 | Epoch: [70][419/553] Time 2.475 Data 0.001 Err 0.3273 top1 7.812 top5 3.906 | Epoch: [70][420/553] Time 2.438 Data 0.001 Err 0.1227 top1 2.344 top5 0.781 | Epoch: [70][421/553] Time 2.511 Data 0.001 Err 0.2033 top1 6.250 top5 0.781 | Epoch: [70][422/553] Time 2.434 Data 0.001 Err 0.4147 top1 10.156 top5 3.906 | Epoch: [70][423/553] Time 2.516 Data 0.000 Err 0.2439 top1 5.469 top5 1.562 | Epoch: [70][424/553] Time 2.437 Data 0.001 Err 0.2647 top1 7.812 top5 0.781 | Epoch: [70][425/553] Time 2.520 Data 0.001 Err 0.2341 top1 6.250 top5 1.562 | Epoch: [70][426/553] Time 2.460 Data 0.001 Err 0.3137 top1 9.375 top5 2.344 | Epoch: [70][427/553] Time 2.485 Data 0.001 Err 0.1181 top1 3.125 top5 0.000 | Epoch: [70][428/553] Time 2.456 Data 0.001 Err 0.3026 top1 8.594 top5 1.562 | Epoch: [70][429/553] Time 2.473 Data 0.001 Err 0.3418 top1 7.812 top5 2.344 | Epoch: [70][430/553] Time 2.444 Data 0.001 Err 0.2372 top1 6.250 top5 1.562 | Epoch: [70][431/553] Time 2.443 Data 0.001 Err 0.2626 top1 6.250 top5 2.344 | Epoch: [70][432/553] Time 2.444 Data 0.000 Err 0.2773 top1 9.375 top5 3.125 | Epoch: [70][433/553] Time 2.467 Data 0.001 Err 0.1817 top1 4.688 top5 1.562 | Epoch: [70][434/553] Time 2.461 Data 0.001 Err 0.3605 top1 7.812 top5 3.906 | Epoch: [70][435/553] Time 2.432 Data 0.001 Err 0.2039 top1 5.469 top5 1.562 | Epoch: [70][436/553] Time 2.444 Data 0.001 Err 0.4132 top1 10.156 top5 4.688 | Epoch: [70][437/553] Time 2.475 Data 0.001 Err 0.2343 top1 5.469 top5 2.344 | Epoch: [70][438/553] Time 2.480 Data 0.001 Err 0.1522 top1 5.469 top5 0.781 | Epoch: [70][439/553] Time 2.443 Data 0.001 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [70][440/553] Time 2.442 Data 0.001 Err 0.2538 top1 7.031 top5 3.125 | Epoch: [70][441/553] Time 2.450 Data 0.000 Err 0.1851 top1 4.688 top5 1.562 | Epoch: [70][442/553] Time 2.435 Data 0.001 Err 0.1726 top1 6.250 top5 1.562 | Epoch: [70][443/553] Time 2.444 Data 0.001 Err 0.2853 top1 6.250 top5 1.562 | Epoch: [70][444/553] Time 2.441 Data 0.001 Err 0.3022 top1 7.812 top5 1.562 | Epoch: [70][445/553] Time 2.470 Data 0.001 Err 0.2740 top1 8.594 top5 0.781 | Epoch: [70][446/553] Time 2.436 Data 0.001 Err 0.1779 top1 5.469 top5 0.781 | Epoch: [70][447/553] Time 2.470 Data 0.001 Err 0.2349 top1 6.250 top5 0.000 | Epoch: [70][448/553] Time 2.434 Data 0.001 Err 0.2945 top1 7.031 top5 3.125 | Epoch: [70][449/553] Time 2.475 Data 0.001 Err 0.4459 top1 10.938 top5 4.688 | Epoch: [70][450/553] Time 2.449 Data 0.001 Err 0.2455 top1 7.031 top5 1.562 | Epoch: [70][451/553] Time 2.449 Data 0.001 Err 0.2792 top1 7.031 top5 2.344 | Epoch: [70][452/553] Time 2.449 Data 0.001 Err 0.2100 top1 6.250 top5 0.781 | Epoch: [70][453/553] Time 2.509 Data 0.001 Err 0.1882 top1 3.906 top5 0.781 | Epoch: [70][454/553] Time 2.436 Data 0.001 Err 0.2018 top1 3.906 top5 3.125 | Epoch: [70][455/553] Time 2.437 Data 0.001 Err 0.3181 top1 7.812 top5 3.906 | Epoch: [70][456/553] Time 2.440 Data 0.001 Err 0.2533 top1 6.250 top5 1.562 | Epoch: [70][457/553] Time 2.467 Data 0.001 Err 0.2213 top1 3.906 top5 1.562 | Epoch: [70][458/553] Time 2.482 Data 0.001 Err 0.2931 top1 6.250 top5 3.125 | Epoch: [70][459/553] Time 2.481 Data 0.001 Err 0.1972 top1 4.688 top5 0.781 | Epoch: [70][460/553] Time 2.436 Data 0.001 Err 0.2407 top1 6.250 top5 1.562 | Epoch: [70][461/553] Time 2.453 Data 0.001 Err 0.2721 top1 7.812 top5 1.562 | Epoch: [70][462/553] Time 2.433 Data 0.001 Err 0.4190 top1 11.719 top5 3.125 | Epoch: [70][463/553] Time 2.477 Data 0.001 Err 0.1611 top1 5.469 top5 0.781 | Epoch: [70][464/553] Time 2.486 Data 0.001 Err 0.3019 top1 9.375 top5 3.906 | Epoch: [70][465/553] Time 2.441 Data 0.001 Err 0.1446 top1 3.125 top5 1.562 | Epoch: [70][466/553] Time 2.440 Data 0.001 Err 0.1713 top1 6.250 top5 1.562 | Epoch: [70][467/553] Time 2.470 Data 0.001 Err 0.1484 top1 3.125 top5 0.000 | Epoch: [70][468/553] Time 2.438 Data 0.001 Err 0.3374 top1 8.594 top5 3.906 | Epoch: [70][469/553] Time 2.442 Data 0.001 Err 0.2209 top1 5.469 top5 0.781 | Epoch: [70][470/553] Time 2.464 Data 0.001 Err 0.3003 top1 6.250 top5 3.906 | Epoch: [70][471/553] Time 2.479 Data 0.001 Err 0.1839 top1 3.906 top5 1.562 | Epoch: [70][472/553] Time 2.443 Data 0.001 Err 0.1372 top1 3.906 top5 0.781 | Epoch: [70][473/553] Time 2.445 Data 0.001 Err 0.1961 top1 7.031 top5 0.781 | Epoch: [70][474/553] Time 2.435 Data 0.001 Err 0.2971 top1 8.594 top5 1.562 | Epoch: [70][475/553] Time 2.441 Data 0.001 Err 0.1801 top1 3.125 top5 1.562 | Epoch: [70][476/553] Time 2.446 Data 0.001 Err 0.1737 top1 3.906 top5 1.562 | Epoch: [70][477/553] Time 2.441 Data 0.001 Err 0.2515 top1 7.812 top5 2.344 | Epoch: [70][478/553] Time 2.441 Data 0.001 Err 0.2194 top1 5.469 top5 0.000 | Epoch: [70][479/553] Time 2.506 Data 0.000 Err 0.3007 top1 9.375 top5 3.125 | Epoch: [70][480/553] Time 2.441 Data 0.001 Err 0.2554 top1 7.031 top5 1.562 | Epoch: [70][481/553] Time 2.483 Data 0.001 Err 0.3891 top1 11.719 top5 3.906 | Epoch: [70][482/553] Time 2.516 Data 0.001 Err 0.2199 top1 5.469 top5 3.125 | Epoch: [70][483/553] Time 2.438 Data 0.001 Err 0.3302 top1 9.375 top5 3.906 | Epoch: [70][484/553] Time 2.439 Data 0.001 Err 0.2202 top1 3.906 top5 1.562 | Epoch: [70][485/553] Time 2.445 Data 0.001 Err 0.2453 top1 7.031 top5 2.344 | Epoch: [70][486/553] Time 2.471 Data 0.001 Err 0.2082 top1 5.469 top5 2.344 | Epoch: [70][487/553] Time 2.452 Data 0.001 Err 0.1313 top1 2.344 top5 0.000 | Epoch: [70][488/553] Time 2.449 Data 0.001 Err 0.3107 top1 8.594 top5 2.344 | Epoch: [70][489/553] Time 2.445 Data 0.001 Err 0.1967 top1 8.594 top5 0.000 | Epoch: [70][490/553] Time 2.475 Data 0.001 Err 0.2047 top1 7.031 top5 0.781 | Epoch: [70][491/553] Time 2.443 Data 0.001 Err 0.3165 top1 6.250 top5 2.344 | Epoch: [70][492/553] Time 2.437 Data 0.001 Err 0.1877 top1 4.688 top5 1.562 | Epoch: [70][493/553] Time 2.444 Data 0.001 Err 0.3138 top1 7.031 top5 2.344 | Epoch: [70][494/553] Time 2.473 Data 0.001 Err 0.1566 top1 6.250 top5 0.000 | Epoch: [70][495/553] Time 2.445 Data 0.001 Err 0.3286 top1 7.812 top5 2.344 | Epoch: [70][496/553] Time 2.447 Data 0.001 Err 0.2486 top1 6.250 top5 0.000 | Epoch: [70][497/553] Time 2.442 Data 0.001 Err 0.2283 top1 7.031 top5 1.562 | Epoch: [70][498/553] Time 2.436 Data 0.001 Err 0.1393 top1 3.906 top5 0.000 | Epoch: [70][499/553] Time 2.507 Data 0.001 Err 0.3409 top1 10.156 top5 1.562 | Epoch: [70][500/553] Time 2.452 Data 0.001 Err 0.3061 top1 9.375 top5 2.344 | Epoch: [70][501/553] Time 2.448 Data 0.001 Err 0.2491 top1 8.594 top5 1.562 | Epoch: [70][502/553] Time 2.443 Data 0.001 Err 0.2947 top1 8.594 top5 0.781 | Epoch: [70][503/553] Time 2.469 Data 0.001 Err 0.2504 top1 3.906 top5 0.781 | Epoch: [70][504/553] Time 2.438 Data 0.001 Err 0.3167 top1 9.375 top5 1.562 | Epoch: [70][505/553] Time 2.444 Data 0.001 Err 0.2231 top1 3.906 top5 1.562 | Epoch: [70][506/553] Time 2.445 Data 0.001 Err 0.2798 top1 9.375 top5 1.562 | Epoch: [70][507/553] Time 2.477 Data 0.001 Err 0.1671 top1 4.688 top5 0.781 | Epoch: [70][508/553] Time 2.450 Data 0.001 Err 0.2699 top1 7.812 top5 2.344 | Epoch: [70][509/553] Time 2.446 Data 0.001 Err 0.3706 top1 10.156 top5 1.562 | Epoch: [70][510/553] Time 2.447 Data 0.000 Err 0.2759 top1 7.031 top5 1.562 | Epoch: [70][511/553] Time 2.478 Data 0.001 Err 0.3228 top1 7.031 top5 3.125 | Epoch: [70][512/553] Time 2.438 Data 0.001 Err 0.2450 top1 8.594 top5 0.000 | Epoch: [70][513/553] Time 2.455 Data 0.001 Err 0.2365 top1 5.469 top5 2.344 | Epoch: [70][514/553] Time 2.459 Data 0.001 Err 0.3046 top1 9.375 top5 2.344 | Epoch: [70][515/553] Time 2.475 Data 0.001 Err 0.2943 top1 7.031 top5 2.344 | Epoch: [70][516/553] Time 2.448 Data 0.001 Err 0.3340 top1 9.375 top5 3.125 | Epoch: [70][517/553] Time 2.448 Data 0.001 Err 0.1901 top1 4.688 top5 1.562 | Epoch: [70][518/553] Time 2.506 Data 0.001 Err 0.1827 top1 6.250 top5 0.000 | Epoch: [70][519/553] Time 2.461 Data 0.001 Err 0.2072 top1 5.469 top5 1.562 | Epoch: [70][520/553] Time 2.467 Data 0.001 Err 0.2573 top1 6.250 top5 2.344 | Epoch: [70][521/553] Time 2.444 Data 0.001 Err 0.4705 top1 10.156 top5 4.688 | Epoch: [70][522/553] Time 2.437 Data 0.001 Err 0.1154 top1 1.562 top5 0.781 | Epoch: [70][523/553] Time 2.481 Data 0.001 Err 0.2715 top1 7.812 top5 1.562 | Epoch: [70][524/553] Time 2.473 Data 0.001 Err 0.3619 top1 7.031 top5 3.906 | Epoch: [70][525/553] Time 2.478 Data 0.001 Err 0.2252 top1 5.469 top5 1.562 | Epoch: [70][526/553] Time 2.505 Data 0.001 Err 0.1562 top1 3.125 top5 0.781 | Epoch: [70][527/553] Time 2.467 Data 0.001 Err 0.2530 top1 7.031 top5 2.344 | Epoch: [70][528/553] Time 2.437 Data 0.000 Err 0.1216 top1 3.906 top5 0.781 | Epoch: [70][529/553] Time 2.485 Data 0.001 Err 0.3974 top1 9.375 top5 3.125 | Epoch: [70][530/553] Time 2.440 Data 0.001 Err 0.2035 top1 6.250 top5 0.781 | Epoch: [70][531/553] Time 2.482 Data 0.001 Err 0.2166 top1 7.031 top5 0.781 | Epoch: [70][532/553] Time 2.479 Data 0.001 Err 0.2488 top1 5.469 top5 2.344 | Epoch: [70][533/553] Time 2.440 Data 0.001 Err 0.2917 top1 8.594 top5 1.562 | Epoch: [70][534/553] Time 2.461 Data 0.001 Err 0.2247 top1 4.688 top5 1.562 | Epoch: [70][535/553] Time 2.437 Data 0.001 Err 0.2020 top1 4.688 top5 0.781 | Epoch: [70][536/553] Time 2.478 Data 0.001 Err 0.1250 top1 3.906 top5 0.000 | Epoch: [70][537/553] Time 2.448 Data 0.001 Err 0.2211 top1 3.906 top5 1.562 | Epoch: [70][538/553] Time 2.440 Data 0.001 Err 0.2240 top1 5.469 top5 1.562 | Epoch: [70][539/553] Time 2.449 Data 0.001 Err 0.2300 top1 7.812 top5 0.781 | Epoch: [70][540/553] Time 2.456 Data 0.001 Err 0.2821 top1 5.469 top5 3.125 | Epoch: [70][541/553] Time 2.462 Data 0.001 Err 0.3250 top1 9.375 top5 2.344 | Epoch: [70][542/553] Time 2.487 Data 0.001 Err 0.1621 top1 4.688 top5 0.000 | Epoch: [70][543/553] Time 2.472 Data 0.001 Err 0.3798 top1 9.375 top5 4.688 | Epoch: [70][544/553] Time 2.450 Data 0.000 Err 0.1954 top1 3.906 top5 2.344 | Epoch: [70][545/553] Time 2.437 Data 0.000 Err 0.1159 top1 1.562 top5 1.562 | Epoch: [70][546/553] Time 2.443 Data 0.000 Err 0.2409 top1 3.906 top5 1.562 | Epoch: [70][547/553] Time 2.441 Data 0.000 Err 0.3071 top1 7.031 top5 4.688 | Epoch: [70][548/553] Time 2.441 Data 0.000 Err 0.2666 top1 7.812 top5 2.344 | Epoch: [70][549/553] Time 2.437 Data 0.000 Err 0.2834 top1 5.469 top5 3.125 | Epoch: [70][550/553] Time 2.444 Data 0.000 Err 0.2938 top1 8.594 top5 2.344 | Epoch: [70][551/553] Time 2.433 Data 0.000 Err 0.3110 top1 7.812 top5 2.344 | Epoch: [70][552/553] Time 2.444 Data 0.001 Err 0.2884 top1 9.375 top5 0.781 | Epoch: [70][553/553] Time 1.027 Data 0.000 Err 0.2103 top1 6.818 top5 2.273 | Test: [70][1/198] Time 2.322 Data 1.595 top1 12.500 ( 12.500) top5 4.688 ( 4.688) | Test: [70][2/198] Time 0.717 Data 0.001 top1 12.500 ( 12.500) top5 2.344 ( 3.516) | Test: [70][3/198] Time 0.717 Data 0.000 top1 11.719 ( 12.240) top5 0.781 ( 2.604) | Test: [70][4/198] Time 0.733 Data 0.002 top1 12.500 ( 12.305) top5 2.344 ( 2.539) | Test: [70][5/198] Time 0.713 Data 0.001 top1 10.156 ( 11.875) top5 0.781 ( 2.188) | Test: [70][6/198] Time 0.720 Data 0.001 top1 11.719 ( 11.849) top5 1.562 ( 2.083) | Test: [70][7/198] Time 0.716 Data 0.001 top1 16.406 ( 12.500) top5 3.906 ( 2.344) | Test: [70][8/198] Time 0.721 Data 0.001 top1 13.281 ( 12.598) top5 2.344 ( 2.344) | Test: [70][9/198] Time 0.718 Data 0.001 top1 18.750 ( 13.281) top5 6.250 ( 2.778) | Test: [70][10/198] Time 0.718 Data 0.001 top1 12.500 ( 13.203) top5 3.906 ( 2.891) | Test: [70][11/198] Time 0.721 Data 0.001 top1 5.469 ( 12.500) top5 2.344 ( 2.841) | Test: [70][12/198] Time 0.725 Data 0.001 top1 12.500 ( 12.500) top5 0.781 ( 2.669) | Test: [70][13/198] Time 0.732 Data 0.001 top1 10.156 ( 12.320) top5 3.125 ( 2.704) | Test: [70][14/198] Time 0.715 Data 0.001 top1 10.156 ( 12.165) top5 1.562 ( 2.623) | Test: [70][15/198] Time 0.721 Data 0.001 top1 14.844 ( 12.344) top5 1.562 ( 2.552) | Test: [70][16/198] Time 0.715 Data 0.001 top1 7.812 ( 12.061) top5 1.562 ( 2.490) | Test: [70][17/198] Time 0.714 Data 0.001 top1 10.938 ( 11.994) top5 2.344 ( 2.482) | Test: [70][18/198] Time 0.712 Data 0.001 top1 15.625 ( 12.196) top5 2.344 ( 2.474) | Test: [70][19/198] Time 0.717 Data 0.001 top1 10.938 ( 12.130) top5 0.000 ( 2.344) | Test: [70][20/198] Time 0.716 Data 0.001 top1 14.062 ( 12.227) top5 3.125 ( 2.383) | Test: [70][21/198] Time 0.723 Data 0.001 top1 15.625 ( 12.388) top5 3.906 ( 2.455) | Test: [70][22/198] Time 0.719 Data 0.001 top1 10.156 ( 12.287) top5 3.125 ( 2.486) | Test: [70][23/198] Time 0.728 Data 0.001 top1 13.281 ( 12.330) top5 3.906 ( 2.548) | Test: [70][24/198] Time 0.718 Data 0.001 top1 14.062 ( 12.402) top5 3.906 ( 2.604) | Test: [70][25/198] Time 0.727 Data 0.001 top1 13.281 ( 12.438) top5 4.688 ( 2.688) | Test: [70][26/198] Time 0.727 Data 0.001 top1 14.062 ( 12.500) top5 2.344 ( 2.674) | Test: [70][27/198] Time 0.720 Data 0.001 top1 8.594 ( 12.355) top5 0.000 ( 2.575) | Test: [70][28/198] Time 0.723 Data 0.001 top1 10.156 ( 12.277) top5 2.344 ( 2.567) | Test: [70][29/198] Time 0.718 Data 0.001 top1 10.156 ( 12.204) top5 2.344 ( 2.559) | Test: [70][30/198] Time 0.719 Data 0.001 top1 9.375 ( 12.109) top5 3.125 ( 2.578) | Test: [70][31/198] Time 0.724 Data 0.001 top1 10.156 ( 12.046) top5 1.562 ( 2.545) | Test: [70][32/198] Time 0.725 Data 0.001 top1 11.719 ( 12.036) top5 1.562 ( 2.515) | Test: [70][33/198] Time 0.738 Data 0.001 top1 10.156 ( 11.979) top5 2.344 ( 2.509) | Test: [70][34/198] Time 0.726 Data 0.001 top1 17.188 ( 12.132) top5 3.906 ( 2.551) | Test: [70][35/198] Time 0.716 Data 0.001 top1 14.844 ( 12.210) top5 3.125 ( 2.567) | Test: [70][36/198] Time 0.730 Data 0.001 top1 9.375 ( 12.131) top5 3.125 ( 2.582) | Test: [70][37/198] Time 0.722 Data 0.001 top1 9.375 ( 12.057) top5 3.125 ( 2.597) | Test: [70][38/198] Time 0.716 Data 0.001 top1 12.500 ( 12.068) top5 4.688 ( 2.652) | Test: [70][39/198] Time 0.718 Data 0.001 top1 14.062 ( 12.119) top5 2.344 ( 2.644) | Test: [70][40/198] Time 0.722 Data 0.001 top1 8.594 ( 12.031) top5 3.125 ( 2.656) | Test: [70][41/198] Time 0.710 Data 0.001 top1 10.156 ( 11.986) top5 2.344 ( 2.649) | Test: [70][42/198] Time 0.716 Data 0.001 top1 13.281 ( 12.016) top5 2.344 ( 2.641) | Test: [70][43/198] Time 0.717 Data 0.001 top1 13.281 ( 12.046) top5 1.562 ( 2.616) | Test: [70][44/198] Time 0.717 Data 0.001 top1 12.500 ( 12.056) top5 1.562 ( 2.592) | Test: [70][45/198] Time 0.719 Data 0.001 top1 12.500 ( 12.066) top5 2.344 ( 2.587) | Test: [70][46/198] Time 0.729 Data 0.001 top1 13.281 ( 12.092) top5 3.906 ( 2.615) | Test: [70][47/198] Time 0.721 Data 0.001 top1 10.156 ( 12.051) top5 2.344 ( 2.610) | Test: [70][48/198] Time 0.714 Data 0.001 top1 14.844 ( 12.109) top5 2.344 ( 2.604) | Test: [70][49/198] Time 0.720 Data 0.001 top1 12.500 ( 12.117) top5 0.781 ( 2.567) | Test: [70][50/198] Time 0.721 Data 0.001 top1 9.375 ( 12.062) top5 0.000 ( 2.516) | Test: [70][51/198] Time 0.725 Data 0.001 top1 15.625 ( 12.132) top5 2.344 ( 2.512) | Test: [70][52/198] Time 0.720 Data 0.001 top1 11.719 ( 12.124) top5 3.906 ( 2.539) | Test: [70][53/198] Time 0.726 Data 0.001 top1 18.750 ( 12.249) top5 3.125 ( 2.550) | Test: [70][54/198] Time 0.725 Data 0.000 top1 13.281 ( 12.269) top5 2.344 ( 2.546) | Test: [70][55/198] Time 0.732 Data 0.001 top1 13.281 ( 12.287) top5 2.344 ( 2.543) | Test: [70][56/198] Time 0.734 Data 0.001 top1 10.938 ( 12.263) top5 0.781 ( 2.511) | Test: [70][57/198] Time 0.721 Data 0.001 top1 10.938 ( 12.240) top5 2.344 ( 2.508) | Test: [70][58/198] Time 0.723 Data 0.000 top1 11.719 ( 12.231) top5 3.906 ( 2.532) | Test: [70][59/198] Time 0.717 Data 0.001 top1 12.500 ( 12.235) top5 3.125 ( 2.542) | Test: [70][60/198] Time 0.747 Data 0.001 top1 10.156 ( 12.201) top5 2.344 ( 2.539) | Test: [70][61/198] Time 0.725 Data 0.001 top1 10.938 ( 12.180) top5 1.562 ( 2.523) | Test: [70][62/198] Time 0.720 Data 0.001 top1 10.156 ( 12.147) top5 2.344 ( 2.520) | Test: [70][63/198] Time 0.755 Data 0.002 top1 10.938 ( 12.128) top5 4.688 ( 2.555) | Test: [70][64/198] Time 0.718 Data 0.001 top1 13.281 ( 12.146) top5 1.562 ( 2.539) | Test: [70][65/198] Time 0.733 Data 0.001 top1 10.938 ( 12.127) top5 2.344 ( 2.536) | Test: [70][66/198] Time 0.723 Data 0.001 top1 13.281 ( 12.145) top5 1.562 ( 2.521) | Test: [70][67/198] Time 0.718 Data 0.001 top1 12.500 ( 12.150) top5 2.344 ( 2.519) | Test: [70][68/198] Time 0.737 Data 0.001 top1 11.719 ( 12.144) top5 2.344 ( 2.516) | Test: [70][69/198] Time 0.719 Data 0.001 top1 13.281 ( 12.160) top5 3.906 ( 2.536) | Test: [70][70/198] Time 0.732 Data 0.001 top1 10.938 ( 12.143) top5 2.344 ( 2.533) | Test: [70][71/198] Time 0.718 Data 0.001 top1 9.375 ( 12.104) top5 2.344 ( 2.531) | Test: [70][72/198] Time 0.721 Data 0.001 top1 7.031 ( 12.033) top5 0.781 ( 2.507) | Test: [70][73/198] Time 0.718 Data 0.001 top1 15.625 ( 12.083) top5 3.125 ( 2.515) | Test: [70][74/198] Time 0.721 Data 0.001 top1 14.062 ( 12.109) top5 2.344 ( 2.513) | Test: [70][75/198] Time 0.720 Data 0.001 top1 13.281 ( 12.125) top5 1.562 ( 2.500) | Test: [70][76/198] Time 0.719 Data 0.001 top1 11.719 ( 12.120) top5 1.562 ( 2.488) | Test: [70][77/198] Time 0.719 Data 0.001 top1 10.938 ( 12.104) top5 2.344 ( 2.486) | Test: [70][78/198] Time 0.717 Data 0.001 top1 10.938 ( 12.089) top5 0.781 ( 2.464) | Test: [70][79/198] Time 0.726 Data 0.000 top1 7.812 ( 12.035) top5 3.125 ( 2.472) | Test: [70][80/198] Time 0.726 Data 0.001 top1 7.812 ( 11.982) top5 0.000 ( 2.441) | Test: [70][81/198] Time 0.722 Data 0.001 top1 10.156 ( 11.960) top5 0.000 ( 2.411) | Test: [70][82/198] Time 0.724 Data 0.001 top1 9.375 ( 11.928) top5 1.562 ( 2.401) | Test: [70][83/198] Time 0.724 Data 0.001 top1 8.594 ( 11.888) top5 0.781 ( 2.381) | Test: [70][84/198] Time 0.727 Data 0.001 top1 10.938 ( 11.877) top5 3.906 ( 2.400) | Test: [70][85/198] Time 0.733 Data 0.000 top1 14.062 ( 11.903) top5 1.562 ( 2.390) | Test: [70][86/198] Time 0.740 Data 0.001 top1 15.625 ( 11.946) top5 0.781 ( 2.371) | Test: [70][87/198] Time 0.729 Data 0.001 top1 10.938 ( 11.934) top5 3.906 ( 2.389) | Test: [70][88/198] Time 0.718 Data 0.001 top1 16.406 ( 11.985) top5 3.125 ( 2.397) | Test: [70][89/198] Time 0.726 Data 0.000 top1 14.062 ( 12.008) top5 3.125 ( 2.405) | Test: [70][90/198] Time 0.734 Data 0.005 top1 10.938 ( 11.997) top5 1.562 ( 2.396) | Test: [70][91/198] Time 0.732 Data 0.001 top1 16.406 ( 12.045) top5 2.344 ( 2.395) | Test: [70][92/198] Time 0.719 Data 0.001 top1 7.031 ( 11.990) top5 0.781 ( 2.378) | Test: [70][93/198] Time 0.738 Data 0.002 top1 8.594 ( 11.954) top5 3.125 ( 2.386) | Test: [70][94/198] Time 0.733 Data 0.001 top1 10.156 ( 11.935) top5 1.562 ( 2.377) | Test: [70][95/198] Time 0.733 Data 0.001 top1 14.062 ( 11.957) top5 4.688 ( 2.401) | Test: [70][96/198] Time 0.717 Data 0.001 top1 13.281 ( 11.971) top5 3.125 ( 2.409) | Test: [70][97/198] Time 0.716 Data 0.001 top1 12.500 ( 11.976) top5 0.781 ( 2.392) | Test: [70][98/198] Time 0.716 Data 0.001 top1 12.500 ( 11.982) top5 3.125 ( 2.400) | Test: [70][99/198] Time 0.712 Data 0.001 top1 11.719 ( 11.979) top5 1.562 ( 2.391) | Test: [70][100/198] Time 0.720 Data 0.001 top1 14.062 ( 12.000) top5 5.469 ( 2.422) | Test: [70][101/198] Time 0.719 Data 0.003 top1 6.250 ( 11.943) top5 1.562 ( 2.413) | Test: [70][102/198] Time 0.714 Data 0.001 top1 21.094 ( 12.033) top5 3.125 ( 2.420) | Test: [70][103/198] Time 0.719 Data 0.001 top1 15.625 ( 12.068) top5 1.562 ( 2.412) | Test: [70][104/198] Time 0.720 Data 0.001 top1 16.406 ( 12.109) top5 3.906 ( 2.426) | Test: [70][105/198] Time 0.723 Data 0.001 top1 16.406 ( 12.150) top5 3.906 ( 2.440) | Test: [70][106/198] Time 0.718 Data 0.001 top1 17.188 ( 12.198) top5 3.125 ( 2.447) | Test: [70][107/198] Time 0.720 Data 0.000 top1 13.281 ( 12.208) top5 3.125 ( 2.453) | Test: [70][108/198] Time 0.715 Data 0.001 top1 12.500 ( 12.211) top5 1.562 ( 2.445) | Test: [70][109/198] Time 0.718 Data 0.001 top1 13.281 ( 12.220) top5 0.000 ( 2.423) | Test: [70][110/198] Time 0.720 Data 0.001 top1 14.062 ( 12.237) top5 3.906 ( 2.436) | Test: [70][111/198] Time 0.720 Data 0.001 top1 8.594 ( 12.204) top5 0.000 ( 2.414) | Test: [70][112/198] Time 0.720 Data 0.001 top1 12.500 ( 12.207) top5 0.781 ( 2.400) | Test: [70][113/198] Time 0.739 Data 0.001 top1 14.844 ( 12.230) top5 3.906 ( 2.413) | Test: [70][114/198] Time 0.758 Data 0.006 top1 11.719 ( 12.226) top5 2.344 ( 2.412) | Test: [70][115/198] Time 0.762 Data 0.001 top1 10.156 ( 12.208) top5 1.562 ( 2.405) | Test: [70][116/198] Time 0.782 Data 0.002 top1 21.094 ( 12.284) top5 4.688 ( 2.425) | Test: [70][117/198] Time 0.763 Data 0.001 top1 11.719 ( 12.280) top5 3.125 ( 2.431) | Test: [70][118/198] Time 0.762 Data 0.001 top1 14.062 ( 12.295) top5 1.562 ( 2.423) | Test: [70][119/198] Time 0.727 Data 0.001 top1 12.500 ( 12.296) top5 2.344 ( 2.423) | Test: [70][120/198] Time 0.725 Data 0.002 top1 13.281 ( 12.305) top5 3.125 ( 2.428) | Test: [70][121/198] Time 0.723 Data 0.001 top1 14.062 ( 12.319) top5 2.344 ( 2.428) | Test: [70][122/198] Time 0.714 Data 0.001 top1 10.938 ( 12.308) top5 2.344 ( 2.427) | Test: [70][123/198] Time 0.736 Data 0.001 top1 12.500 ( 12.309) top5 3.906 ( 2.439) | Test: [70][124/198] Time 0.714 Data 0.001 top1 10.156 ( 12.292) top5 0.781 ( 2.426) | Test: [70][125/198] Time 0.731 Data 0.000 top1 11.719 ( 12.287) top5 3.125 ( 2.431) | Test: [70][126/198] Time 0.733 Data 0.001 top1 20.312 ( 12.351) top5 5.469 ( 2.455) | Test: [70][127/198] Time 0.740 Data 0.001 top1 17.188 ( 12.389) top5 4.688 ( 2.473) | Test: [70][128/198] Time 0.716 Data 0.001 top1 12.500 ( 12.390) top5 3.125 ( 2.478) | Test: [70][129/198] Time 0.721 Data 0.001 top1 7.031 ( 12.349) top5 0.781 ( 2.465) | Test: [70][130/198] Time 0.724 Data 0.001 top1 13.281 ( 12.356) top5 3.906 ( 2.476) | Test: [70][131/198] Time 0.718 Data 0.001 top1 9.375 ( 12.333) top5 0.781 ( 2.463) | Test: [70][132/198] Time 0.724 Data 0.001 top1 12.500 ( 12.334) top5 0.781 ( 2.450) | Test: [70][133/198] Time 0.724 Data 0.001 top1 14.844 ( 12.353) top5 3.906 ( 2.461) | Test: [70][134/198] Time 0.723 Data 0.000 top1 7.812 ( 12.319) top5 2.344 ( 2.460) | Test: [70][135/198] Time 0.718 Data 0.001 top1 12.500 ( 12.321) top5 0.781 ( 2.448) | Test: [70][136/198] Time 0.724 Data 0.000 top1 10.938 ( 12.310) top5 3.125 ( 2.453) | Test: [70][137/198] Time 0.727 Data 0.001 top1 14.062 ( 12.323) top5 4.688 ( 2.469) | Test: [70][138/198] Time 0.721 Data 0.001 top1 15.625 ( 12.347) top5 3.125 ( 2.474) | Test: [70][139/198] Time 0.715 Data 0.001 top1 15.625 ( 12.371) top5 4.688 ( 2.490) | Test: [70][140/198] Time 0.719 Data 0.001 top1 13.281 ( 12.377) top5 1.562 ( 2.483) | Test: [70][141/198] Time 0.718 Data 0.001 top1 9.375 ( 12.356) top5 0.781 ( 2.471) | Test: [70][142/198] Time 0.736 Data 0.001 top1 7.812 ( 12.324) top5 0.781 ( 2.459) | Test: [70][143/198] Time 0.722 Data 0.001 top1 10.938 ( 12.314) top5 2.344 ( 2.458) | Test: [70][144/198] Time 0.793 Data 0.001 top1 15.625 ( 12.337) top5 3.125 ( 2.463) | Test: [70][145/198] Time 0.807 Data 0.001 top1 12.500 ( 12.338) top5 2.344 ( 2.462) | Test: [70][146/198] Time 0.804 Data 0.001 top1 13.281 ( 12.345) top5 0.781 ( 2.451) | Test: [70][147/198] Time 0.806 Data 0.001 top1 18.750 ( 12.388) top5 3.906 ( 2.461) | Test: [70][148/198] Time 0.715 Data 0.001 top1 15.625 ( 12.410) top5 4.688 ( 2.476) | Test: [70][149/198] Time 0.719 Data 0.001 top1 15.625 ( 12.432) top5 3.125 ( 2.480) | Test: [70][150/198] Time 0.715 Data 0.000 top1 12.500 ( 12.432) top5 3.125 ( 2.484) | Test: [70][151/198] Time 0.713 Data 0.001 top1 15.625 ( 12.453) top5 2.344 ( 2.483) | Test: [70][152/198] Time 0.734 Data 0.000 top1 15.625 ( 12.474) top5 3.906 ( 2.493) | Test: [70][153/198] Time 0.735 Data 0.001 top1 17.188 ( 12.505) top5 3.906 ( 2.502) | Test: [70][154/198] Time 0.727 Data 0.001 top1 10.156 ( 12.490) top5 0.781 ( 2.491) | Test: [70][155/198] Time 0.734 Data 0.000 top1 16.406 ( 12.515) top5 3.906 ( 2.500) | Test: [70][156/198] Time 0.727 Data 0.001 top1 10.156 ( 12.500) top5 3.125 ( 2.504) | Test: [70][157/198] Time 0.718 Data 0.000 top1 14.062 ( 12.510) top5 1.562 ( 2.498) | Test: [70][158/198] Time 0.721 Data 0.000 top1 8.594 ( 12.485) top5 1.562 ( 2.492) | Test: [70][159/198] Time 0.717 Data 0.001 top1 14.062 ( 12.495) top5 3.125 ( 2.496) | Test: [70][160/198] Time 0.723 Data 0.001 top1 13.281 ( 12.500) top5 3.906 ( 2.505) | Test: [70][161/198] Time 0.734 Data 0.000 top1 10.156 ( 12.485) top5 2.344 ( 2.504) | Test: [70][162/198] Time 0.723 Data 0.001 top1 8.594 ( 12.461) top5 0.781 ( 2.493) | Test: [70][163/198] Time 0.717 Data 0.001 top1 11.719 ( 12.457) top5 1.562 ( 2.488) | Test: [70][164/198] Time 0.722 Data 0.000 top1 9.375 ( 12.438) top5 1.562 ( 2.482) | Test: [70][165/198] Time 0.724 Data 0.001 top1 14.844 ( 12.453) top5 3.125 ( 2.486) | Test: [70][166/198] Time 0.725 Data 0.001 top1 17.188 ( 12.481) top5 2.344 ( 2.485) | Test: [70][167/198] Time 0.719 Data 0.001 top1 14.062 ( 12.491) top5 3.125 ( 2.489) | Test: [70][168/198] Time 0.715 Data 0.001 top1 10.156 ( 12.477) top5 4.688 ( 2.502) | Test: [70][169/198] Time 0.719 Data 0.001 top1 11.719 ( 12.472) top5 2.344 ( 2.501) | Test: [70][170/198] Time 0.736 Data 0.001 top1 8.594 ( 12.449) top5 0.781 ( 2.491) | Test: [70][171/198] Time 0.756 Data 0.001 top1 16.406 ( 12.473) top5 3.125 ( 2.495) | Test: [70][172/198] Time 0.770 Data 0.001 top1 17.188 ( 12.500) top5 5.469 ( 2.512) | Test: [70][173/198] Time 0.795 Data 0.001 top1 10.156 ( 12.486) top5 3.906 ( 2.520) | Test: [70][174/198] Time 0.792 Data 0.000 top1 8.594 ( 12.464) top5 1.562 ( 2.514) | Test: [70][175/198] Time 0.748 Data 0.002 top1 14.062 ( 12.473) top5 2.344 ( 2.513) | Test: [70][176/198] Time 0.728 Data 0.001 top1 11.719 ( 12.469) top5 3.125 ( 2.517) | Test: [70][177/198] Time 0.736 Data 0.001 top1 13.281 ( 12.474) top5 3.906 ( 2.525) | Test: [70][178/198] Time 0.728 Data 0.000 top1 7.812 ( 12.447) top5 1.562 ( 2.519) | Test: [70][179/198] Time 0.727 Data 0.000 top1 14.062 ( 12.456) top5 2.344 ( 2.518) | Test: [70][180/198] Time 0.718 Data 0.001 top1 14.062 ( 12.465) top5 4.688 ( 2.530) | Test: [70][181/198] Time 0.718 Data 0.001 top1 14.844 ( 12.478) top5 0.781 ( 2.521) | Test: [70][182/198] Time 0.714 Data 0.001 top1 9.375 ( 12.461) top5 0.781 ( 2.511) | Test: [70][183/198] Time 0.709 Data 0.001 top1 12.500 ( 12.462) top5 3.125 ( 2.515) | Test: [70][184/198] Time 0.734 Data 0.001 top1 10.938 ( 12.453) top5 3.125 ( 2.518) | Test: [70][185/198] Time 0.728 Data 0.000 top1 13.281 ( 12.458) top5 0.781 ( 2.508) | Test: [70][186/198] Time 0.729 Data 0.000 top1 7.031 ( 12.429) top5 0.781 ( 2.499) | Test: [70][187/198] Time 0.717 Data 0.001 top1 10.938 ( 12.421) top5 3.125 ( 2.503) | Test: [70][188/198] Time 0.734 Data 0.000 top1 11.719 ( 12.417) top5 0.781 ( 2.493) | Test: [70][189/198] Time 0.725 Data 0.000 top1 10.938 ( 12.409) top5 0.781 ( 2.484) | Test: [70][190/198] Time 0.729 Data 0.000 top1 11.719 ( 12.405) top5 3.125 ( 2.488) | Test: [70][191/198] Time 0.734 Data 0.000 top1 14.844 ( 12.418) top5 3.906 ( 2.495) | Test: [70][192/198] Time 0.716 Data 0.000 top1 4.688 ( 12.378) top5 0.781 ( 2.486) | Test: [70][193/198] Time 0.716 Data 0.000 top1 7.812 ( 12.354) top5 0.000 ( 2.473) | Test: [70][194/198] Time 0.714 Data 0.000 top1 13.281 ( 12.359) top5 2.344 ( 2.473) | Test: [70][195/198] Time 0.718 Data 0.000 top1 14.844 ( 12.372) top5 3.906 ( 2.480) | Test: [70][196/198] Time 0.713 Data 0.000 top1 7.031 ( 12.345) top5 1.562 ( 2.475) | Test: [70][197/198] Time 0.262 Data 0.000 top1 11.765 ( 12.342) top5 2.941 ( 2.478) | Test: [70][198/198] Time 0.710 Data 0.000 top1 10.156 ( 12.331) top5 3.125 ( 2.481) * Finished epoch # 70 top1: 12.331 top5: 2.481 Epoch 71 => Training epoch # 71 | Epoch: [71][1/553] Time 4.875 Data 2.365 Err 0.1304 top1 1.562 top5 0.781 | Epoch: [71][2/553] Time 2.429 Data 0.001 Err 0.3608 top1 10.156 top5 3.125 | Epoch: [71][3/553] Time 2.435 Data 0.001 Err 0.2507 top1 8.594 top5 1.562 | Epoch: [71][4/553] Time 2.464 Data 0.001 Err 0.1762 top1 6.250 top5 0.000 | Epoch: [71][5/553] Time 2.432 Data 0.001 Err 0.1931 top1 5.469 top5 0.000 | Epoch: [71][6/553] Time 2.439 Data 0.001 Err 0.1743 top1 3.125 top5 1.562 | Epoch: [71][7/553] Time 2.457 Data 0.001 Err 0.3465 top1 8.594 top5 2.344 | Epoch: [71][8/553] Time 2.467 Data 0.001 Err 0.1580 top1 4.688 top5 0.000 | Epoch: [71][9/553] Time 2.463 Data 0.001 Err 0.1965 top1 3.125 top5 0.781 | Epoch: [71][10/553] Time 2.441 Data 0.001 Err 0.2122 top1 7.031 top5 0.000 | Epoch: [71][11/553] Time 2.435 Data 0.001 Err 0.2639 top1 7.031 top5 2.344 | Epoch: [71][12/553] Time 2.450 Data 0.001 Err 0.3900 top1 7.812 top5 3.125 | Epoch: [71][13/553] Time 2.479 Data 0.001 Err 0.2758 top1 8.594 top5 1.562 | Epoch: [71][14/553] Time 2.468 Data 0.001 Err 0.1909 top1 3.906 top5 1.562 | Epoch: [71][15/553] Time 2.448 Data 0.001 Err 0.2893 top1 7.031 top5 0.781 | Epoch: [71][16/553] Time 2.441 Data 0.001 Err 0.1696 top1 4.688 top5 0.781 | Epoch: [71][17/553] Time 2.438 Data 0.001 Err 0.1773 top1 4.688 top5 2.344 | Epoch: [71][18/553] Time 2.435 Data 0.001 Err 0.1832 top1 6.250 top5 0.781 | Epoch: [71][19/553] Time 2.431 Data 0.001 Err 0.1475 top1 3.125 top5 1.562 | Epoch: [71][20/553] Time 2.430 Data 0.001 Err 0.1098 top1 2.344 top5 0.781 | Epoch: [71][21/553] Time 2.460 Data 0.001 Err 0.2661 top1 7.031 top5 2.344 | Epoch: [71][22/553] Time 2.494 Data 0.001 Err 0.2138 top1 4.688 top5 1.562 | Epoch: [71][23/553] Time 2.460 Data 0.001 Err 0.2356 top1 6.250 top5 1.562 | Epoch: [71][24/553] Time 2.451 Data 0.001 Err 0.3250 top1 7.812 top5 3.125 | Epoch: [71][25/553] Time 2.518 Data 0.001 Err 0.2275 top1 7.812 top5 0.000 | Epoch: [71][26/553] Time 2.445 Data 0.000 Err 0.2412 top1 6.250 top5 1.562 | Epoch: [71][27/553] Time 2.458 Data 0.001 Err 0.3553 top1 9.375 top5 3.906 | Epoch: [71][28/553] Time 2.448 Data 0.001 Err 0.1770 top1 4.688 top5 0.781 | Epoch: [71][29/553] Time 2.444 Data 0.001 Err 0.2918 top1 8.594 top5 2.344 | Epoch: [71][30/553] Time 2.454 Data 0.001 Err 0.2594 top1 7.031 top5 1.562 | Epoch: [71][31/553] Time 2.468 Data 0.001 Err 0.2571 top1 5.469 top5 3.125 | Epoch: [71][32/553] Time 2.441 Data 0.004 Err 0.2348 top1 6.250 top5 0.781 | Epoch: [71][33/553] Time 2.459 Data 0.001 Err 0.2537 top1 6.250 top5 2.344 | Epoch: [71][34/553] Time 2.473 Data 0.001 Err 0.1835 top1 5.469 top5 0.781 | Epoch: [71][35/553] Time 2.435 Data 0.001 Err 0.2067 top1 5.469 top5 0.781 | Epoch: [71][36/553] Time 2.444 Data 0.001 Err 0.2622 top1 6.250 top5 1.562 | Epoch: [71][37/553] Time 2.485 Data 0.001 Err 0.2269 top1 3.906 top5 2.344 | Epoch: [71][38/553] Time 2.438 Data 0.001 Err 0.2027 top1 7.031 top5 0.781 | Epoch: [71][39/553] Time 2.434 Data 0.001 Err 0.3966 top1 8.594 top5 4.688 | Epoch: [71][40/553] Time 2.469 Data 0.001 Err 0.1717 top1 5.469 top5 0.781 | Epoch: [71][41/553] Time 2.467 Data 0.001 Err 0.2808 top1 9.375 top5 1.562 | Epoch: [71][42/553] Time 2.445 Data 0.000 Err 0.1409 top1 4.688 top5 0.000 | Epoch: [71][43/553] Time 2.441 Data 0.001 Err 0.1699 top1 3.906 top5 0.781 | Epoch: [71][44/553] Time 2.467 Data 0.001 Err 0.4096 top1 10.156 top5 3.906 | Epoch: [71][45/553] Time 2.439 Data 0.001 Err 0.3027 top1 7.812 top5 1.562 | Epoch: [71][46/553] Time 2.447 Data 0.001 Err 0.2131 top1 3.906 top5 0.781 | Epoch: [71][47/553] Time 2.454 Data 0.001 Err 0.2699 top1 7.812 top5 2.344 | Epoch: [71][48/553] Time 2.432 Data 0.001 Err 0.2120 top1 5.469 top5 1.562 | Epoch: [71][49/553] Time 2.513 Data 0.001 Err 0.2185 top1 4.688 top5 2.344 | Epoch: [71][50/553] Time 2.442 Data 0.001 Err 0.3194 top1 8.594 top5 5.469 | Epoch: [71][51/553] Time 2.495 Data 0.001 Err 0.2660 top1 7.031 top5 1.562 | Epoch: [71][52/553] Time 2.433 Data 0.001 Err 0.2013 top1 5.469 top5 0.781 | Epoch: [71][53/553] Time 2.474 Data 0.002 Err 0.1796 top1 3.906 top5 0.781 | Epoch: [71][54/553] Time 2.483 Data 0.000 Err 0.3532 top1 8.594 top5 2.344 | Epoch: [71][55/553] Time 2.470 Data 0.001 Err 0.2440 top1 8.594 top5 2.344 | Epoch: [71][56/553] Time 2.445 Data 0.001 Err 0.2123 top1 4.688 top5 1.562 | Epoch: [71][57/553] Time 2.446 Data 0.002 Err 0.1795 top1 4.688 top5 2.344 | Epoch: [71][58/553] Time 2.440 Data 0.001 Err 0.2368 top1 3.906 top5 2.344 | Epoch: [71][59/553] Time 2.463 Data 0.001 Err 0.2708 top1 5.469 top5 2.344 | Epoch: [71][60/553] Time 2.475 Data 0.001 Err 0.1477 top1 4.688 top5 0.781 | Epoch: [71][61/553] Time 2.449 Data 0.001 Err 0.1759 top1 5.469 top5 1.562 | Epoch: [71][62/553] Time 2.439 Data 0.001 Err 0.2371 top1 7.031 top5 2.344 | Epoch: [71][63/553] Time 2.503 Data 0.001 Err 0.1869 top1 4.688 top5 2.344 | Epoch: [71][64/553] Time 2.481 Data 0.001 Err 0.2736 top1 7.812 top5 3.125 | Epoch: [71][65/553] Time 2.455 Data 0.001 Err 0.4119 top1 8.594 top5 6.250 | Epoch: [71][66/553] Time 2.439 Data 0.001 Err 0.3221 top1 7.031 top5 3.125 | Epoch: [71][67/553] Time 2.445 Data 0.000 Err 0.2397 top1 7.031 top5 2.344 | Epoch: [71][68/553] Time 2.458 Data 0.001 Err 0.1671 top1 4.688 top5 0.781 | Epoch: [71][69/553] Time 2.492 Data 0.001 Err 0.2950 top1 7.031 top5 0.781 | Epoch: [71][70/553] Time 2.452 Data 0.001 Err 0.0877 top1 1.562 top5 0.000 | Epoch: [71][71/553] Time 2.444 Data 0.001 Err 0.2376 top1 5.469 top5 0.781 | Epoch: [71][72/553] Time 2.515 Data 0.001 Err 0.2368 top1 6.250 top5 0.781 | Epoch: [71][73/553] Time 2.443 Data 0.001 Err 0.1885 top1 6.250 top5 0.000 | Epoch: [71][74/553] Time 2.461 Data 0.001 Err 0.2220 top1 7.031 top5 1.562 | Epoch: [71][75/553] Time 2.467 Data 0.001 Err 0.1919 top1 4.688 top5 1.562 | Epoch: [71][76/553] Time 2.451 Data 0.001 Err 0.1476 top1 4.688 top5 0.781 | Epoch: [71][77/553] Time 2.474 Data 0.001 Err 0.3468 top1 10.156 top5 3.125 | Epoch: [71][78/553] Time 2.477 Data 0.001 Err 0.3027 top1 7.031 top5 3.906 | Epoch: [71][79/553] Time 2.460 Data 0.001 Err 0.2255 top1 5.469 top5 2.344 | Epoch: [71][80/553] Time 2.465 Data 0.001 Err 0.2406 top1 7.031 top5 1.562 | Epoch: [71][81/553] Time 2.444 Data 0.001 Err 0.3007 top1 7.812 top5 2.344 | Epoch: [71][82/553] Time 2.501 Data 0.001 Err 0.3309 top1 7.812 top5 3.125 | Epoch: [71][83/553] Time 2.512 Data 0.001 Err 0.2507 top1 8.594 top5 3.125 | Epoch: [71][84/553] Time 2.524 Data 0.001 Err 0.1558 top1 4.688 top5 0.781 | Epoch: [71][85/553] Time 2.453 Data 0.001 Err 0.1828 top1 3.125 top5 1.562 | Epoch: [71][86/553] Time 2.437 Data 0.001 Err 0.3863 top1 13.281 top5 4.688 | Epoch: [71][87/553] Time 2.474 Data 0.001 Err 0.3687 top1 9.375 top5 3.125 | Epoch: [71][88/553] Time 2.470 Data 0.001 Err 0.3068 top1 7.031 top5 3.906 | Epoch: [71][89/553] Time 2.497 Data 0.001 Err 0.3266 top1 6.250 top5 3.906 | Epoch: [71][90/553] Time 2.451 Data 0.001 Err 0.2416 top1 8.594 top5 1.562 | Epoch: [71][91/553] Time 2.442 Data 0.004 Err 0.2489 top1 7.031 top5 1.562 | Epoch: [71][92/553] Time 2.441 Data 0.000 Err 0.3118 top1 7.031 top5 2.344 | Epoch: [71][93/553] Time 2.467 Data 0.001 Err 0.3663 top1 7.812 top5 4.688 | Epoch: [71][94/553] Time 2.436 Data 0.001 Err 0.2558 top1 7.031 top5 0.781 | Epoch: [71][95/553] Time 2.482 Data 0.001 Err 0.3511 top1 11.719 top5 2.344 | Epoch: [71][96/553] Time 2.476 Data 0.001 Err 0.3114 top1 10.938 top5 1.562 | Epoch: [71][97/553] Time 2.487 Data 0.001 Err 0.3893 top1 10.156 top5 3.125 | Epoch: [71][98/553] Time 2.436 Data 0.001 Err 0.2201 top1 4.688 top5 1.562 | Epoch: [71][99/553] Time 2.445 Data 0.001 Err 0.3089 top1 10.156 top5 2.344 | Epoch: [71][100/553] Time 2.474 Data 0.001 Err 0.4156 top1 9.375 top5 4.688 | Epoch: [71][101/553] Time 2.441 Data 0.001 Err 0.3001 top1 9.375 top5 2.344 | Epoch: [71][102/553] Time 2.449 Data 0.001 Err 0.2036 top1 4.688 top5 2.344 | Epoch: [71][103/553] Time 2.474 Data 0.001 Err 0.1667 top1 5.469 top5 0.781 | Epoch: [71][104/553] Time 2.444 Data 0.001 Err 0.1904 top1 3.125 top5 1.562 | Epoch: [71][105/553] Time 2.454 Data 0.001 Err 0.1704 top1 4.688 top5 0.781 | Epoch: [71][106/553] Time 2.454 Data 0.001 Err 0.0949 top1 2.344 top5 0.781 | Epoch: [71][107/553] Time 2.492 Data 0.001 Err 0.3496 top1 8.594 top5 3.125 | Epoch: [71][108/553] Time 2.451 Data 0.001 Err 0.1955 top1 7.031 top5 0.781 | Epoch: [71][109/553] Time 2.463 Data 0.001 Err 0.3087 top1 7.812 top5 3.125 | Epoch: [71][110/553] Time 2.436 Data 0.002 Err 0.2453 top1 7.031 top5 1.562 | Epoch: [71][111/553] Time 2.484 Data 0.001 Err 0.1869 top1 5.469 top5 0.781 | Epoch: [71][112/553] Time 2.492 Data 0.000 Err 0.1786 top1 3.906 top5 0.781 | Epoch: [71][113/553] Time 2.482 Data 0.001 Err 0.2334 top1 5.469 top5 1.562 | Epoch: [71][114/553] Time 2.446 Data 0.000 Err 0.1933 top1 5.469 top5 0.781 | Epoch: [71][115/553] Time 2.472 Data 0.001 Err 0.1941 top1 7.031 top5 1.562 | Epoch: [71][116/553] Time 2.472 Data 0.001 Err 0.3367 top1 9.375 top5 4.688 | Epoch: [71][117/553] Time 2.437 Data 0.001 Err 0.2279 top1 6.250 top5 0.781 | Epoch: [71][118/553] Time 2.454 Data 0.001 Err 0.2427 top1 7.031 top5 1.562 | Epoch: [71][119/553] Time 2.474 Data 0.001 Err 0.2629 top1 8.594 top5 1.562 | Epoch: [71][120/553] Time 2.473 Data 0.001 Err 0.2688 top1 7.812 top5 1.562 | Epoch: [71][121/553] Time 2.449 Data 0.001 Err 0.1961 top1 5.469 top5 2.344 | Epoch: [71][122/553] Time 2.447 Data 0.001 Err 0.2484 top1 7.031 top5 1.562 | Epoch: [71][123/553] Time 2.492 Data 0.001 Err 0.2794 top1 7.812 top5 2.344 | Epoch: [71][124/553] Time 2.513 Data 0.001 Err 0.2215 top1 7.031 top5 0.781 | Epoch: [71][125/553] Time 2.506 Data 0.001 Err 0.2153 top1 5.469 top5 1.562 | Epoch: [71][126/553] Time 2.445 Data 0.001 Err 0.2788 top1 7.031 top5 2.344 | Epoch: [71][127/553] Time 2.470 Data 0.001 Err 0.2266 top1 4.688 top5 1.562 | Epoch: [71][128/553] Time 2.447 Data 0.001 Err 0.2789 top1 8.594 top5 2.344 | Epoch: [71][129/553] Time 2.494 Data 0.001 Err 0.2855 top1 7.812 top5 2.344 | Epoch: [71][130/553] Time 2.454 Data 0.001 Err 0.2474 top1 5.469 top5 1.562 | Epoch: [71][131/553] Time 2.491 Data 0.000 Err 0.2825 top1 8.594 top5 2.344 | Epoch: [71][132/553] Time 2.495 Data 0.000 Err 0.3107 top1 7.812 top5 2.344 | Epoch: [71][133/553] Time 2.438 Data 0.001 Err 0.1544 top1 3.906 top5 1.562 | Epoch: [71][134/553] Time 2.455 Data 0.000 Err 0.1720 top1 3.906 top5 3.125 | Epoch: [71][135/553] Time 2.512 Data 0.001 Err 0.1592 top1 3.125 top5 0.781 | Epoch: [71][136/553] Time 2.514 Data 0.001 Err 0.1462 top1 3.125 top5 0.000 | Epoch: [71][137/553] Time 2.454 Data 0.001 Err 0.2129 top1 4.688 top5 1.562 | Epoch: [71][138/553] Time 2.448 Data 0.001 Err 0.3269 top1 7.812 top5 2.344 | Epoch: [71][139/553] Time 2.451 Data 0.001 Err 0.2215 top1 7.812 top5 0.781 | Epoch: [71][140/553] Time 2.469 Data 0.001 Err 0.3043 top1 10.156 top5 2.344 | Epoch: [71][141/553] Time 2.471 Data 0.001 Err 0.1395 top1 3.125 top5 1.562 | Epoch: [71][142/553] Time 2.520 Data 0.001 Err 0.1185 top1 3.125 top5 0.000 | Epoch: [71][143/553] Time 2.488 Data 0.000 Err 0.2008 top1 5.469 top5 1.562 | Epoch: [71][144/553] Time 2.447 Data 0.001 Err 0.1796 top1 3.125 top5 0.000 | Epoch: [71][145/553] Time 2.481 Data 0.001 Err 0.3414 top1 7.812 top5 3.125 | Epoch: [71][146/553] Time 2.441 Data 0.001 Err 0.2629 top1 7.031 top5 1.562 | Epoch: [71][147/553] Time 2.518 Data 0.001 Err 0.2825 top1 6.250 top5 0.781 | Epoch: [71][148/553] Time 2.440 Data 0.005 Err 0.2612 top1 7.812 top5 2.344 | Epoch: [71][149/553] Time 2.476 Data 0.001 Err 0.2566 top1 6.250 top5 0.781 | Epoch: [71][150/553] Time 2.449 Data 0.001 Err 0.3050 top1 9.375 top5 1.562 | Epoch: [71][151/553] Time 2.479 Data 0.001 Err 0.3032 top1 8.594 top5 2.344 | Epoch: [71][152/553] Time 2.473 Data 0.001 Err 0.3267 top1 7.812 top5 3.906 | Epoch: [71][153/553] Time 2.459 Data 0.001 Err 0.2564 top1 7.812 top5 2.344 | Epoch: [71][154/553] Time 2.449 Data 0.001 Err 0.2727 top1 7.812 top5 2.344 | Epoch: [71][155/553] Time 2.434 Data 0.001 Err 0.2235 top1 4.688 top5 1.562 | Epoch: [71][156/553] Time 2.478 Data 0.001 Err 0.2839 top1 7.812 top5 3.125 | Epoch: [71][157/553] Time 2.519 Data 0.001 Err 0.0962 top1 3.125 top5 0.000 | Epoch: [71][158/553] Time 2.451 Data 0.001 Err 0.3291 top1 7.031 top5 3.125 | Epoch: [71][159/553] Time 2.449 Data 0.001 Err 0.2975 top1 7.812 top5 2.344 | Epoch: [71][160/553] Time 2.450 Data 0.001 Err 0.1228 top1 4.688 top5 0.000 | Epoch: [71][161/553] Time 2.478 Data 0.001 Err 0.2458 top1 7.812 top5 1.562 | Epoch: [71][162/553] Time 2.442 Data 0.001 Err 0.1566 top1 3.125 top5 1.562 | Epoch: [71][163/553] Time 2.484 Data 0.001 Err 0.2236 top1 3.125 top5 1.562 | Epoch: [71][164/553] Time 2.466 Data 0.001 Err 0.2720 top1 8.594 top5 2.344 | Epoch: [71][165/553] Time 2.527 Data 0.001 Err 0.2544 top1 7.031 top5 2.344 | Epoch: [71][166/553] Time 2.447 Data 0.001 Err 0.1655 top1 4.688 top5 0.000 | Epoch: [71][167/553] Time 2.490 Data 0.001 Err 0.2196 top1 3.906 top5 0.781 | Epoch: [71][168/553] Time 2.435 Data 0.001 Err 0.3571 top1 8.594 top5 3.906 | Epoch: [71][169/553] Time 2.459 Data 0.001 Err 0.2461 top1 7.031 top5 2.344 | Epoch: [71][170/553] Time 2.446 Data 0.000 Err 0.2781 top1 7.031 top5 2.344 | Epoch: [71][171/553] Time 2.520 Data 0.001 Err 0.2631 top1 4.688 top5 3.125 | Epoch: [71][172/553] Time 2.468 Data 0.001 Err 0.2448 top1 3.906 top5 2.344 | Epoch: [71][173/553] Time 2.464 Data 0.001 Err 0.2404 top1 5.469 top5 1.562 | Epoch: [71][174/553] Time 2.443 Data 0.001 Err 0.1854 top1 5.469 top5 1.562 | Epoch: [71][175/553] Time 2.468 Data 0.001 Err 0.1248 top1 2.344 top5 0.000 | Epoch: [71][176/553] Time 2.471 Data 0.001 Err 0.2526 top1 6.250 top5 2.344 | Epoch: [71][177/553] Time 2.481 Data 0.001 Err 0.4014 top1 8.594 top5 4.688 | Epoch: [71][178/553] Time 2.480 Data 0.001 Err 0.2736 top1 7.031 top5 1.562 | Epoch: [71][179/553] Time 2.468 Data 0.001 Err 0.2831 top1 5.469 top5 2.344 | Epoch: [71][180/553] Time 2.448 Data 0.001 Err 0.2542 top1 7.031 top5 1.562 | Epoch: [71][181/553] Time 2.476 Data 0.001 Err 0.1614 top1 3.906 top5 0.781 | Epoch: [71][182/553] Time 2.461 Data 0.001 Err 0.3059 top1 8.594 top5 1.562 | Epoch: [71][183/553] Time 2.446 Data 0.001 Err 0.3615 top1 8.594 top5 3.125 | Epoch: [71][184/553] Time 2.456 Data 0.001 Err 0.1194 top1 2.344 top5 0.781 | Epoch: [71][185/553] Time 2.479 Data 0.001 Err 0.2726 top1 6.250 top5 2.344 | Epoch: [71][186/553] Time 2.488 Data 0.002 Err 0.3544 top1 10.938 top5 4.688 | Epoch: [71][187/553] Time 2.445 Data 0.001 Err 0.2452 top1 6.250 top5 1.562 | Epoch: [71][188/553] Time 2.483 Data 0.001 Err 0.1860 top1 5.469 top5 0.781 | Epoch: [71][189/553] Time 2.512 Data 0.001 Err 0.2333 top1 4.688 top5 2.344 | Epoch: [71][190/553] Time 2.452 Data 0.001 Err 0.3231 top1 8.594 top5 2.344 | Epoch: [71][191/553] Time 2.442 Data 0.001 Err 0.2600 top1 7.812 top5 1.562 | Epoch: [71][192/553] Time 2.440 Data 0.001 Err 0.1357 top1 3.906 top5 0.000 | Epoch: [71][193/553] Time 2.443 Data 0.001 Err 0.1783 top1 3.906 top5 2.344 | Epoch: [71][194/553] Time 2.447 Data 0.001 Err 0.3268 top1 8.594 top5 2.344 | Epoch: [71][195/553] Time 2.483 Data 0.001 Err 0.2838 top1 10.156 top5 1.562 | Epoch: [71][196/553] Time 2.455 Data 0.001 Err 0.2200 top1 6.250 top5 2.344 | Epoch: [71][197/553] Time 2.442 Data 0.001 Err 0.3183 top1 10.938 top5 2.344 | Epoch: [71][198/553] Time 2.488 Data 0.001 Err 0.2081 top1 5.469 top5 1.562 | Epoch: [71][199/553] Time 2.528 Data 0.001 Err 0.2482 top1 5.469 top5 3.125 | Epoch: [71][200/553] Time 2.455 Data 0.000 Err 0.1944 top1 6.250 top5 0.000 | Epoch: [71][201/553] Time 2.463 Data 0.001 Err 0.2844 top1 5.469 top5 2.344 | Epoch: [71][202/553] Time 2.445 Data 0.001 Err 0.2744 top1 7.812 top5 1.562 | Epoch: [71][203/553] Time 2.454 Data 0.001 Err 0.3515 top1 10.156 top5 2.344 | Epoch: [71][204/553] Time 2.436 Data 0.001 Err 0.2474 top1 7.031 top5 2.344 | Epoch: [71][205/553] Time 2.473 Data 0.001 Err 0.2247 top1 7.812 top5 0.781 | Epoch: [71][206/553] Time 2.488 Data 0.001 Err 0.2875 top1 8.594 top5 3.125 | Epoch: [71][207/553] Time 2.480 Data 0.001 Err 0.3741 top1 10.938 top5 2.344 | Epoch: [71][208/553] Time 2.510 Data 0.001 Err 0.2667 top1 6.250 top5 2.344 | Epoch: [71][209/553] Time 2.448 Data 0.001 Err 0.2359 top1 5.469 top5 1.562 | Epoch: [71][210/553] Time 2.447 Data 0.001 Err 0.2329 top1 5.469 top5 1.562 | Epoch: [71][211/553] Time 2.445 Data 0.001 Err 0.2992 top1 6.250 top5 3.125 | Epoch: [71][212/553] Time 2.481 Data 0.000 Err 0.2082 top1 6.250 top5 0.781 | Epoch: [71][213/553] Time 2.471 Data 0.001 Err 0.1813 top1 7.031 top5 0.781 | Epoch: [71][214/553] Time 2.439 Data 0.001 Err 0.2696 top1 7.031 top5 3.125 | Epoch: [71][215/553] Time 2.490 Data 0.001 Err 0.3008 top1 10.156 top5 2.344 | Epoch: [71][216/553] Time 2.473 Data 0.001 Err 0.2040 top1 6.250 top5 0.781 | Epoch: [71][217/553] Time 2.449 Data 0.001 Err 0.2352 top1 7.812 top5 1.562 | Epoch: [71][218/553] Time 2.454 Data 0.001 Err 0.2268 top1 6.250 top5 1.562 | Epoch: [71][219/553] Time 2.443 Data 0.001 Err 0.3114 top1 9.375 top5 3.125 | Epoch: [71][220/553] Time 2.484 Data 0.001 Err 0.2834 top1 7.031 top5 3.125 | Epoch: [71][221/553] Time 2.440 Data 0.001 Err 0.2920 top1 6.250 top5 3.125 | Epoch: [71][222/553] Time 2.446 Data 0.001 Err 0.2865 top1 7.031 top5 3.125 | Epoch: [71][223/553] Time 2.461 Data 0.001 Err 0.1973 top1 4.688 top5 1.562 | Epoch: [71][224/553] Time 2.449 Data 0.004 Err 0.2532 top1 7.031 top5 2.344 | Epoch: [71][225/553] Time 2.488 Data 0.001 Err 0.1825 top1 5.469 top5 0.781 | Epoch: [71][226/553] Time 2.458 Data 0.001 Err 0.2151 top1 5.469 top5 0.781 | Epoch: [71][227/553] Time 2.497 Data 0.000 Err 0.1964 top1 4.688 top5 0.000 | Epoch: [71][228/553] Time 2.502 Data 0.001 Err 0.2643 top1 7.031 top5 2.344 | Epoch: [71][229/553] Time 2.452 Data 0.000 Err 0.1916 top1 7.812 top5 0.781 | Epoch: [71][230/553] Time 2.450 Data 0.001 Err 0.2470 top1 7.031 top5 1.562 | Epoch: [71][231/553] Time 2.439 Data 0.001 Err 0.0680 top1 0.000 top5 0.000 | Epoch: [71][232/553] Time 2.476 Data 0.001 Err 0.3077 top1 7.812 top5 3.125 | Epoch: [71][233/553] Time 2.442 Data 0.001 Err 0.2604 top1 7.812 top5 2.344 | Epoch: [71][234/553] Time 2.464 Data 0.001 Err 0.2148 top1 5.469 top5 1.562 | Epoch: [71][235/553] Time 2.481 Data 0.001 Err 0.1741 top1 3.906 top5 0.781 | Epoch: [71][236/553] Time 2.451 Data 0.001 Err 0.1997 top1 3.906 top5 1.562 | Epoch: [71][237/553] Time 2.461 Data 0.001 Err 0.1855 top1 3.906 top5 3.125 | Epoch: [71][238/553] Time 2.478 Data 0.001 Err 0.2268 top1 4.688 top5 1.562 | Epoch: [71][239/553] Time 2.531 Data 0.001 Err 0.3634 top1 9.375 top5 3.125 | Epoch: [71][240/553] Time 2.517 Data 0.001 Err 0.1123 top1 2.344 top5 0.000 | Epoch: [71][241/553] Time 2.513 Data 0.001 Err 0.3483 top1 8.594 top5 2.344 | Epoch: [71][242/553] Time 2.450 Data 0.001 Err 0.2288 top1 5.469 top5 2.344 | Epoch: [71][243/553] Time 2.488 Data 0.003 Err 0.2609 top1 8.594 top5 2.344 | Epoch: [71][244/553] Time 2.492 Data 0.000 Err 0.2879 top1 5.469 top5 2.344 | Epoch: [71][245/553] Time 2.477 Data 0.001 Err 0.2391 top1 7.031 top5 0.000 | Epoch: [71][246/553] Time 2.451 Data 0.001 Err 0.2216 top1 4.688 top5 2.344 | Epoch: [71][247/553] Time 2.479 Data 0.001 Err 0.1857 top1 7.031 top5 0.000 | Epoch: [71][248/553] Time 2.480 Data 0.001 Err 0.2597 top1 7.031 top5 2.344 | Epoch: [71][249/553] Time 2.474 Data 0.001 Err 0.2803 top1 7.812 top5 2.344 | Epoch: [71][250/553] Time 2.460 Data 0.001 Err 0.2741 top1 5.469 top5 1.562 | Epoch: [71][251/553] Time 2.463 Data 0.001 Err 0.2567 top1 5.469 top5 1.562 | Epoch: [71][252/553] Time 2.445 Data 0.001 Err 0.1855 top1 3.125 top5 2.344 | Epoch: [71][253/553] Time 2.492 Data 0.001 Err 0.2226 top1 6.250 top5 0.781 | Epoch: [71][254/553] Time 2.451 Data 0.001 Err 0.3415 top1 6.250 top5 3.906 | Epoch: [71][255/553] Time 2.478 Data 0.001 Err 0.2929 top1 6.250 top5 3.125 | Epoch: [71][256/553] Time 2.449 Data 0.001 Err 0.2571 top1 5.469 top5 1.562 | Epoch: [71][257/553] Time 2.470 Data 0.001 Err 0.2024 top1 6.250 top5 0.000 | Epoch: [71][258/553] Time 2.446 Data 0.001 Err 0.2975 top1 7.812 top5 3.906 | Epoch: [71][259/553] Time 2.528 Data 0.001 Err 0.2172 top1 3.906 top5 2.344 | Epoch: [71][260/553] Time 2.437 Data 0.001 Err 0.3148 top1 7.812 top5 1.562 | Epoch: [71][261/553] Time 2.483 Data 0.001 Err 0.2080 top1 5.469 top5 3.125 | Epoch: [71][262/553] Time 2.441 Data 0.001 Err 0.1702 top1 5.469 top5 0.000 | Epoch: [71][263/553] Time 2.485 Data 0.001 Err 0.1695 top1 4.688 top5 0.781 | Epoch: [71][264/553] Time 2.450 Data 0.001 Err 0.2394 top1 7.031 top5 0.781 | Epoch: [71][265/553] Time 2.484 Data 0.001 Err 0.2547 top1 6.250 top5 4.688 | Epoch: [71][266/553] Time 2.465 Data 0.000 Err 0.1913 top1 4.688 top5 0.781 | Epoch: [71][267/553] Time 2.471 Data 0.001 Err 0.2235 top1 6.250 top5 0.000 | Epoch: [71][268/553] Time 2.472 Data 0.001 Err 0.2257 top1 5.469 top5 2.344 | Epoch: [71][269/553] Time 2.472 Data 0.001 Err 0.1934 top1 4.688 top5 0.781 | Epoch: [71][270/553] Time 2.456 Data 0.001 Err 0.3040 top1 7.812 top5 3.906 | Epoch: [71][271/553] Time 2.476 Data 0.001 Err 0.3862 top1 8.594 top5 4.688 | Epoch: [71][272/553] Time 2.446 Data 0.001 Err 0.3083 top1 8.594 top5 2.344 | Epoch: [71][273/553] Time 2.516 Data 0.001 Err 0.2180 top1 3.125 top5 3.125 | Epoch: [71][274/553] Time 2.449 Data 0.001 Err 0.2381 top1 5.469 top5 2.344 | Epoch: [71][275/553] Time 2.453 Data 0.001 Err 0.2536 top1 8.594 top5 1.562 | Epoch: [71][276/553] Time 2.441 Data 0.001 Err 0.2391 top1 4.688 top5 3.125 | Epoch: [71][277/553] Time 2.474 Data 0.001 Err 0.2583 top1 7.031 top5 1.562 | Epoch: [71][278/553] Time 2.479 Data 0.001 Err 0.3830 top1 11.719 top5 3.906 | Epoch: [71][279/553] Time 2.491 Data 0.001 Err 0.1812 top1 6.250 top5 0.000 | Epoch: [71][280/553] Time 2.458 Data 0.001 Err 0.2135 top1 3.906 top5 2.344 | Epoch: [71][281/553] Time 2.488 Data 0.005 Err 0.4559 top1 10.938 top5 3.906 | Epoch: [71][282/553] Time 2.449 Data 0.000 Err 0.2577 top1 7.812 top5 1.562 | Epoch: [71][283/553] Time 2.484 Data 0.001 Err 0.1425 top1 3.125 top5 0.781 | Epoch: [71][284/553] Time 2.490 Data 0.001 Err 0.3375 top1 8.594 top5 3.125 | Epoch: [71][285/553] Time 2.466 Data 0.000 Err 0.2449 top1 7.812 top5 1.562 | Epoch: [71][286/553] Time 2.444 Data 0.001 Err 0.2411 top1 7.031 top5 1.562 | Epoch: [71][287/553] Time 2.445 Data 0.001 Err 0.1961 top1 6.250 top5 0.781 | Epoch: [71][288/553] Time 2.472 Data 0.001 Err 0.1555 top1 3.125 top5 0.781 | Epoch: [71][289/553] Time 2.470 Data 0.001 Err 0.3359 top1 7.031 top5 3.125 | Epoch: [71][290/553] Time 2.453 Data 0.001 Err 0.2576 top1 7.031 top5 1.562 | Epoch: [71][291/553] Time 2.452 Data 0.001 Err 0.3845 top1 10.156 top5 3.125 | Epoch: [71][292/553] Time 2.522 Data 0.001 Err 0.1581 top1 4.688 top5 0.781 | Epoch: [71][293/553] Time 2.502 Data 0.000 Err 0.2109 top1 7.812 top5 0.781 | Epoch: [71][294/553] Time 2.488 Data 0.001 Err 0.3349 top1 7.812 top5 3.125 | Epoch: [71][295/553] Time 2.447 Data 0.001 Err 0.2793 top1 7.031 top5 3.906 | Epoch: [71][296/553] Time 2.529 Data 0.001 Err 0.1530 top1 3.906 top5 0.000 | Epoch: [71][297/553] Time 2.439 Data 0.001 Err 0.2115 top1 5.469 top5 2.344 | Epoch: [71][298/553] Time 2.439 Data 0.001 Err 0.2654 top1 8.594 top5 1.562 | Epoch: [71][299/553] Time 2.488 Data 0.001 Err 0.2405 top1 6.250 top5 1.562 | Epoch: [71][300/553] Time 2.453 Data 0.003 Err 0.1800 top1 5.469 top5 0.781 | Epoch: [71][301/553] Time 2.447 Data 0.001 Err 0.2060 top1 4.688 top5 3.125 | Epoch: [71][302/553] Time 2.445 Data 0.001 Err 0.4226 top1 10.156 top5 4.688 | Epoch: [71][303/553] Time 2.452 Data 0.001 Err 0.2020 top1 3.906 top5 1.562 | Epoch: [71][304/553] Time 2.537 Data 0.000 Err 0.2842 top1 7.031 top5 4.688 | Epoch: [71][305/553] Time 2.483 Data 0.001 Err 0.3046 top1 6.250 top5 3.125 | Epoch: [71][306/553] Time 2.444 Data 0.001 Err 0.2813 top1 8.594 top5 3.125 | Epoch: [71][307/553] Time 2.485 Data 0.001 Err 0.1853 top1 4.688 top5 1.562 | Epoch: [71][308/553] Time 2.484 Data 0.001 Err 0.3290 top1 8.594 top5 3.906 | Epoch: [71][309/553] Time 2.474 Data 0.001 Err 0.3364 top1 7.031 top5 2.344 | Epoch: [71][310/553] Time 2.478 Data 0.001 Err 0.3297 top1 7.812 top5 3.125 | Epoch: [71][311/553] Time 2.447 Data 0.000 Err 0.1780 top1 3.125 top5 0.781 | Epoch: [71][312/553] Time 2.479 Data 0.001 Err 0.4617 top1 10.938 top5 4.688 | Epoch: [71][313/553] Time 2.442 Data 0.001 Err 0.1174 top1 4.688 top5 0.000 | Epoch: [71][314/553] Time 2.450 Data 0.000 Err 0.2666 top1 7.031 top5 1.562 | Epoch: [71][315/553] Time 2.455 Data 0.001 Err 0.2238 top1 4.688 top5 2.344 | Epoch: [71][316/553] Time 2.454 Data 0.001 Err 0.1678 top1 3.125 top5 0.000 | Epoch: [71][317/553] Time 2.478 Data 0.001 Err 0.2734 top1 7.031 top5 2.344 | Epoch: [71][318/553] Time 2.440 Data 0.001 Err 0.1928 top1 5.469 top5 1.562 | Epoch: [71][319/553] Time 2.473 Data 0.001 Err 0.2380 top1 6.250 top5 2.344 | Epoch: [71][320/553] Time 2.442 Data 0.001 Err 0.1612 top1 3.906 top5 1.562 | Epoch: [71][321/553] Time 2.447 Data 0.001 Err 0.1944 top1 5.469 top5 0.781 | Epoch: [71][322/553] Time 2.456 Data 0.001 Err 0.2319 top1 5.469 top5 0.781 | Epoch: [71][323/553] Time 2.469 Data 0.001 Err 0.3892 top1 12.500 top5 3.906 | Epoch: [71][324/553] Time 2.441 Data 0.001 Err 0.3088 top1 8.594 top5 3.125 | Epoch: [71][325/553] Time 2.442 Data 0.001 Err 0.2857 top1 7.031 top5 2.344 | Epoch: [71][326/553] Time 2.458 Data 0.001 Err 0.2878 top1 7.031 top5 2.344 | Epoch: [71][327/553] Time 2.486 Data 0.001 Err 0.1525 top1 3.125 top5 0.781 | Epoch: [71][328/553] Time 2.453 Data 0.001 Err 0.2416 top1 7.812 top5 1.562 | Epoch: [71][329/553] Time 2.477 Data 0.001 Err 0.2809 top1 5.469 top5 2.344 | Epoch: [71][330/553] Time 2.464 Data 0.001 Err 0.3374 top1 7.812 top5 3.906 | Epoch: [71][331/553] Time 2.438 Data 0.001 Err 0.2695 top1 7.812 top5 3.125 | Epoch: [71][332/553] Time 2.455 Data 0.001 Err 0.3152 top1 7.812 top5 3.125 | Epoch: [71][333/553] Time 2.475 Data 0.001 Err 0.3473 top1 10.156 top5 5.469 | Epoch: [71][334/553] Time 2.456 Data 0.001 Err 0.2421 top1 7.031 top5 2.344 | Epoch: [71][335/553] Time 2.453 Data 0.001 Err 0.3050 top1 7.812 top5 2.344 | Epoch: [71][336/553] Time 2.440 Data 0.001 Err 0.1265 top1 3.125 top5 0.000 | Epoch: [71][337/553] Time 2.474 Data 0.001 Err 0.2632 top1 5.469 top5 2.344 | Epoch: [71][338/553] Time 2.454 Data 0.001 Err 0.2556 top1 9.375 top5 2.344 | Epoch: [71][339/553] Time 2.449 Data 0.000 Err 0.2207 top1 7.812 top5 0.781 | Epoch: [71][340/553] Time 2.479 Data 0.001 Err 0.1991 top1 4.688 top5 1.562 | Epoch: [71][341/553] Time 2.490 Data 0.001 Err 0.2315 top1 6.250 top5 0.781 | Epoch: [71][342/553] Time 2.450 Data 0.001 Err 0.2310 top1 8.594 top5 0.781 | Epoch: [71][343/553] Time 2.445 Data 0.001 Err 0.2977 top1 4.688 top5 3.125 | Epoch: [71][344/553] Time 2.468 Data 0.001 Err 0.3350 top1 7.812 top5 1.562 | Epoch: [71][345/553] Time 2.511 Data 0.001 Err 0.2045 top1 4.688 top5 1.562 | Epoch: [71][346/553] Time 2.453 Data 0.001 Err 0.1303 top1 4.688 top5 0.000 | Epoch: [71][347/553] Time 2.518 Data 0.001 Err 0.2458 top1 6.250 top5 3.125 | Epoch: [71][348/553] Time 2.517 Data 0.001 Err 0.3125 top1 7.812 top5 2.344 | Epoch: [71][349/553] Time 2.446 Data 0.001 Err 0.1752 top1 6.250 top5 1.562 | Epoch: [71][350/553] Time 2.446 Data 0.001 Err 0.2106 top1 4.688 top5 1.562 | Epoch: [71][351/553] Time 2.483 Data 0.001 Err 0.2382 top1 8.594 top5 1.562 | Epoch: [71][352/553] Time 2.469 Data 0.000 Err 0.3059 top1 7.031 top5 3.125 | Epoch: [71][353/553] Time 2.452 Data 0.001 Err 0.3230 top1 8.594 top5 3.906 | Epoch: [71][354/553] Time 2.452 Data 0.001 Err 0.4555 top1 8.594 top5 3.906 | Epoch: [71][355/553] Time 2.491 Data 0.001 Err 0.1459 top1 3.125 top5 0.781 | Epoch: [71][356/553] Time 2.472 Data 0.001 Err 0.3900 top1 7.812 top5 3.906 | Epoch: [71][357/553] Time 2.437 Data 0.001 Err 0.1999 top1 4.688 top5 2.344 | Epoch: [71][358/553] Time 2.488 Data 0.001 Err 0.2689 top1 7.812 top5 0.781 | Epoch: [71][359/553] Time 2.480 Data 0.001 Err 0.2178 top1 4.688 top5 2.344 | Epoch: [71][360/553] Time 2.484 Data 0.001 Err 0.2153 top1 3.906 top5 3.125 | Epoch: [71][361/553] Time 2.448 Data 0.001 Err 0.1906 top1 5.469 top5 1.562 | Epoch: [71][362/553] Time 2.456 Data 0.001 Err 0.2745 top1 7.812 top5 1.562 | Epoch: [71][363/553] Time 2.551 Data 0.001 Err 0.3043 top1 8.594 top5 2.344 | Epoch: [71][364/553] Time 2.486 Data 0.000 Err 0.3588 top1 9.375 top5 3.125 | Epoch: [71][365/553] Time 2.452 Data 0.001 Err 0.1832 top1 3.125 top5 0.781 | Epoch: [71][366/553] Time 2.453 Data 0.001 Err 0.1752 top1 3.906 top5 0.000 | Epoch: [71][367/553] Time 2.445 Data 0.001 Err 0.3300 top1 10.156 top5 3.125 | Epoch: [71][368/553] Time 2.459 Data 0.001 Err 0.3216 top1 7.031 top5 3.125 | Epoch: [71][369/553] Time 2.447 Data 0.001 Err 0.1606 top1 2.344 top5 1.562 | Epoch: [71][370/553] Time 2.490 Data 0.001 Err 0.1647 top1 5.469 top5 0.000 | Epoch: [71][371/553] Time 2.471 Data 0.001 Err 0.2750 top1 5.469 top5 2.344 | Epoch: [71][372/553] Time 2.490 Data 0.001 Err 0.3694 top1 8.594 top5 4.688 | Epoch: [71][373/553] Time 2.511 Data 0.001 Err 0.1466 top1 4.688 top5 0.000 | Epoch: [71][374/553] Time 2.447 Data 0.001 Err 0.2163 top1 7.031 top5 0.781 | Epoch: [71][375/553] Time 2.441 Data 0.001 Err 0.2010 top1 5.469 top5 2.344 | Epoch: [71][376/553] Time 2.485 Data 0.001 Err 0.2158 top1 4.688 top5 1.562 | Epoch: [71][377/553] Time 2.468 Data 0.000 Err 0.3384 top1 8.594 top5 3.125 | Epoch: [71][378/553] Time 2.497 Data 0.001 Err 0.2159 top1 5.469 top5 1.562 | Epoch: [71][379/553] Time 2.493 Data 0.001 Err 0.2731 top1 6.250 top5 3.125 | Epoch: [71][380/553] Time 2.445 Data 0.001 Err 0.3025 top1 8.594 top5 0.000 | Epoch: [71][381/553] Time 2.526 Data 0.001 Err 0.1965 top1 5.469 top5 0.781 | Epoch: [71][382/553] Time 2.447 Data 0.000 Err 0.2631 top1 7.031 top5 1.562 | Epoch: [71][383/553] Time 2.440 Data 0.001 Err 0.3151 top1 10.938 top5 3.906 | Epoch: [71][384/553] Time 2.452 Data 0.001 Err 0.3845 top1 10.156 top5 3.125 | Epoch: [71][385/553] Time 2.480 Data 0.001 Err 0.2024 top1 6.250 top5 1.562 | Epoch: [71][386/553] Time 2.530 Data 0.001 Err 0.2650 top1 5.469 top5 2.344 | Epoch: [71][387/553] Time 2.468 Data 0.001 Err 0.2630 top1 7.031 top5 3.125 | Epoch: [71][388/553] Time 2.434 Data 0.001 Err 0.3764 top1 8.594 top5 3.906 | Epoch: [71][389/553] Time 2.467 Data 0.001 Err 0.2094 top1 6.250 top5 1.562 | Epoch: [71][390/553] Time 2.445 Data 0.001 Err 0.3493 top1 7.031 top5 3.125 | Epoch: [71][391/553] Time 2.455 Data 0.001 Err 0.1978 top1 4.688 top5 0.000 | Epoch: [71][392/553] Time 2.444 Data 0.001 Err 0.1760 top1 3.906 top5 0.781 | Epoch: [71][393/553] Time 2.477 Data 0.001 Err 0.2124 top1 5.469 top5 1.562 | Epoch: [71][394/553] Time 2.444 Data 0.001 Err 0.3135 top1 6.250 top5 3.125 | Epoch: [71][395/553] Time 2.458 Data 0.001 Err 0.2959 top1 7.812 top5 2.344 | Epoch: [71][396/553] Time 2.479 Data 0.001 Err 0.2753 top1 7.031 top5 3.125 | Epoch: [71][397/553] Time 2.465 Data 0.001 Err 0.3110 top1 7.031 top5 2.344 | Epoch: [71][398/553] Time 2.446 Data 0.001 Err 0.2213 top1 6.250 top5 1.562 | Epoch: [71][399/553] Time 2.451 Data 0.001 Err 0.2125 top1 6.250 top5 0.781 | Epoch: [71][400/553] Time 2.444 Data 0.001 Err 0.3511 top1 10.938 top5 5.469 | Epoch: [71][401/553] Time 2.481 Data 0.001 Err 0.2195 top1 4.688 top5 2.344 | Epoch: [71][402/553] Time 2.443 Data 0.001 Err 0.3054 top1 9.375 top5 0.781 | Epoch: [71][403/553] Time 2.507 Data 0.001 Err 0.2915 top1 7.812 top5 3.906 | Epoch: [71][404/553] Time 2.459 Data 0.001 Err 0.1895 top1 5.469 top5 1.562 | Epoch: [71][405/553] Time 2.450 Data 0.001 Err 0.1592 top1 3.125 top5 1.562 | Epoch: [71][406/553] Time 2.460 Data 0.001 Err 0.1648 top1 4.688 top5 1.562 | Epoch: [71][407/553] Time 2.447 Data 0.000 Err 0.1491 top1 3.125 top5 0.781 | Epoch: [71][408/553] Time 2.481 Data 0.001 Err 0.3114 top1 7.812 top5 3.125 | Epoch: [71][409/553] Time 2.501 Data 0.000 Err 0.2738 top1 7.031 top5 3.125 | Epoch: [71][410/553] Time 2.490 Data 0.001 Err 0.2541 top1 6.250 top5 2.344 | Epoch: [71][411/553] Time 2.505 Data 0.001 Err 0.2422 top1 5.469 top5 2.344 | Epoch: [71][412/553] Time 2.454 Data 0.001 Err 0.2773 top1 7.812 top5 3.125 | Epoch: [71][413/553] Time 2.471 Data 0.001 Err 0.1308 top1 3.125 top5 0.781 | Epoch: [71][414/553] Time 2.448 Data 0.001 Err 0.2988 top1 7.812 top5 3.125 | Epoch: [71][415/553] Time 2.442 Data 0.001 Err 0.2596 top1 6.250 top5 4.688 | Epoch: [71][416/553] Time 2.440 Data 0.001 Err 0.2119 top1 4.688 top5 1.562 | Epoch: [71][417/553] Time 2.485 Data 0.001 Err 0.3503 top1 9.375 top5 4.688 | Epoch: [71][418/553] Time 2.438 Data 0.001 Err 0.2167 top1 5.469 top5 0.781 | Epoch: [71][419/553] Time 2.509 Data 0.001 Err 0.4455 top1 10.938 top5 4.688 | Epoch: [71][420/553] Time 2.453 Data 0.001 Err 0.2893 top1 5.469 top5 2.344 | Epoch: [71][421/553] Time 2.460 Data 0.001 Err 0.0988 top1 2.344 top5 0.000 | Epoch: [71][422/553] Time 2.453 Data 0.001 Err 0.2662 top1 8.594 top5 1.562 | Epoch: [71][423/553] Time 2.439 Data 0.001 Err 0.2035 top1 3.906 top5 1.562 | Epoch: [71][424/553] Time 2.490 Data 0.001 Err 0.2487 top1 6.250 top5 1.562 | Epoch: [71][425/553] Time 2.480 Data 0.001 Err 0.2228 top1 6.250 top5 1.562 | Epoch: [71][426/553] Time 2.455 Data 0.001 Err 0.3546 top1 10.156 top5 3.125 | Epoch: [71][427/553] Time 2.473 Data 0.001 Err 0.3023 top1 8.594 top5 2.344 | Epoch: [71][428/553] Time 2.475 Data 0.001 Err 0.1911 top1 3.906 top5 1.562 | Epoch: [71][429/553] Time 2.475 Data 0.001 Err 0.1886 top1 4.688 top5 1.562 | Epoch: [71][430/553] Time 2.473 Data 0.001 Err 0.2048 top1 5.469 top5 0.781 | Epoch: [71][431/553] Time 2.440 Data 0.001 Err 0.2471 top1 6.250 top5 2.344 | Epoch: [71][432/553] Time 2.474 Data 0.001 Err 0.2683 top1 4.688 top5 3.906 | Epoch: [71][433/553] Time 2.482 Data 0.001 Err 0.2478 top1 6.250 top5 3.125 | Epoch: [71][434/553] Time 2.440 Data 0.001 Err 0.2165 top1 6.250 top5 1.562 | Epoch: [71][435/553] Time 2.466 Data 0.001 Err 0.2574 top1 7.812 top5 1.562 | Epoch: [71][436/553] Time 2.527 Data 0.001 Err 0.2148 top1 6.250 top5 1.562 | Epoch: [71][437/553] Time 2.513 Data 0.001 Err 0.1798 top1 4.688 top5 1.562 | Epoch: [71][438/553] Time 2.447 Data 0.001 Err 0.1417 top1 2.344 top5 0.781 | Epoch: [71][439/553] Time 2.508 Data 0.001 Err 0.2125 top1 3.906 top5 2.344 | Epoch: [71][440/553] Time 2.440 Data 0.001 Err 0.1779 top1 3.125 top5 0.781 | Epoch: [71][441/553] Time 2.479 Data 0.001 Err 0.2752 top1 6.250 top5 2.344 | Epoch: [71][442/553] Time 2.452 Data 0.001 Err 0.2735 top1 7.812 top5 1.562 | Epoch: [71][443/553] Time 2.486 Data 0.001 Err 0.2468 top1 7.812 top5 0.781 | Epoch: [71][444/553] Time 2.472 Data 0.001 Err 0.3705 top1 8.594 top5 3.906 | Epoch: [71][445/553] Time 2.477 Data 0.001 Err 0.2173 top1 5.469 top5 1.562 | Epoch: [71][446/553] Time 2.444 Data 0.001 Err 0.1601 top1 6.250 top5 0.000 | Epoch: [71][447/553] Time 2.478 Data 0.001 Err 0.2820 top1 7.031 top5 1.562 | Epoch: [71][448/553] Time 2.448 Data 0.001 Err 0.3974 top1 11.719 top5 3.125 | Epoch: [71][449/553] Time 2.473 Data 0.001 Err 0.2473 top1 3.906 top5 3.906 | Epoch: [71][450/553] Time 2.461 Data 0.001 Err 0.6045 top1 12.500 top5 7.031 | Epoch: [71][451/553] Time 2.487 Data 0.001 Err 0.3639 top1 9.375 top5 2.344 | Epoch: [71][452/553] Time 2.472 Data 0.004 Err 0.2054 top1 4.688 top5 0.781 | Epoch: [71][453/553] Time 2.437 Data 0.001 Err 0.1708 top1 2.344 top5 0.000 | Epoch: [71][454/553] Time 2.441 Data 0.001 Err 0.2207 top1 5.469 top5 1.562 | Epoch: [71][455/553] Time 2.479 Data 0.001 Err 0.2340 top1 5.469 top5 0.781 | Epoch: [71][456/553] Time 2.449 Data 0.001 Err 0.2619 top1 4.688 top5 2.344 | Epoch: [71][457/553] Time 2.477 Data 0.001 Err 0.2359 top1 7.031 top5 1.562 | Epoch: [71][458/553] Time 2.453 Data 0.001 Err 0.2228 top1 4.688 top5 0.781 | Epoch: [71][459/553] Time 2.437 Data 0.001 Err 0.3057 top1 7.812 top5 2.344 | Epoch: [71][460/553] Time 2.441 Data 0.003 Err 0.3845 top1 10.156 top5 2.344 | Epoch: [71][461/553] Time 2.467 Data 0.001 Err 0.2386 top1 7.031 top5 2.344 | Epoch: [71][462/553] Time 2.452 Data 0.001 Err 0.2970 top1 7.031 top5 3.125 | Epoch: [71][463/553] Time 2.457 Data 0.001 Err 0.1547 top1 3.125 top5 1.562 | Epoch: [71][464/553] Time 2.447 Data 0.001 Err 0.2190 top1 4.688 top5 0.781 | Epoch: [71][465/553] Time 2.509 Data 0.001 Err 0.4473 top1 8.594 top5 5.469 | Epoch: [71][466/553] Time 2.466 Data 0.001 Err 0.2809 top1 6.250 top5 1.562 | Epoch: [71][467/553] Time 2.446 Data 0.001 Err 0.3576 top1 10.156 top5 2.344 | Epoch: [71][468/553] Time 2.443 Data 0.001 Err 0.2184 top1 6.250 top5 0.781 | Epoch: [71][469/553] Time 2.445 Data 0.001 Err 0.1347 top1 2.344 top5 0.000 | Epoch: [71][470/553] Time 2.450 Data 0.001 Err 0.3049 top1 6.250 top5 3.125 | Epoch: [71][471/553] Time 2.453 Data 0.001 Err 0.2117 top1 3.906 top5 0.781 | Epoch: [71][472/553] Time 2.517 Data 0.001 Err 0.2204 top1 4.688 top5 1.562 | Epoch: [71][473/553] Time 2.514 Data 0.001 Err 0.4339 top1 11.719 top5 4.688 | Epoch: [71][474/553] Time 2.445 Data 0.001 Err 0.2513 top1 3.906 top5 2.344 | Epoch: [71][475/553] Time 2.457 Data 0.001 Err 0.1920 top1 3.906 top5 1.562 | Epoch: [71][476/553] Time 2.436 Data 0.001 Err 0.3741 top1 7.812 top5 3.906 | Epoch: [71][477/553] Time 2.456 Data 0.001 Err 0.2928 top1 8.594 top5 2.344 | Epoch: [71][478/553] Time 2.440 Data 0.001 Err 0.2063 top1 5.469 top5 0.781 | Epoch: [71][479/553] Time 2.505 Data 0.001 Err 0.2361 top1 7.031 top5 0.781 | Epoch: [71][480/553] Time 2.440 Data 0.001 Err 0.2142 top1 3.906 top5 1.562 | Epoch: [71][481/553] Time 2.502 Data 0.001 Err 0.3250 top1 7.031 top5 2.344 | Epoch: [71][482/553] Time 2.485 Data 0.001 Err 0.2513 top1 6.250 top5 1.562 | Epoch: [71][483/553] Time 2.447 Data 0.001 Err 0.2860 top1 7.031 top5 2.344 | Epoch: [71][484/553] Time 2.485 Data 0.001 Err 0.3411 top1 10.156 top5 3.906 | Epoch: [71][485/553] Time 2.527 Data 0.000 Err 0.2081 top1 3.125 top5 1.562 | Epoch: [71][486/553] Time 2.443 Data 0.001 Err 0.4070 top1 11.719 top5 3.906 | Epoch: [71][487/553] Time 2.488 Data 0.001 Err 0.3038 top1 7.812 top5 1.562 | Epoch: [71][488/553] Time 2.475 Data 0.001 Err 0.1694 top1 3.906 top5 1.562 | Epoch: [71][489/553] Time 2.438 Data 0.001 Err 0.1588 top1 4.688 top5 0.781 | Epoch: [71][490/553] Time 2.489 Data 0.001 Err 0.2054 top1 7.812 top5 0.000 | Epoch: [71][491/553] Time 2.515 Data 0.000 Err 0.2127 top1 6.250 top5 0.000 | Epoch: [71][492/553] Time 2.470 Data 0.001 Err 0.4148 top1 9.375 top5 3.906 | Epoch: [71][493/553] Time 2.446 Data 0.001 Err 0.2718 top1 7.031 top5 3.125 | Epoch: [71][494/553] Time 2.444 Data 0.001 Err 0.3150 top1 10.156 top5 0.781 | Epoch: [71][495/553] Time 2.483 Data 0.001 Err 0.3508 top1 8.594 top5 3.906 | Epoch: [71][496/553] Time 2.487 Data 0.001 Err 0.2898 top1 7.031 top5 2.344 | Epoch: [71][497/553] Time 2.470 Data 0.001 Err 0.1978 top1 5.469 top5 0.781 | Epoch: [71][498/553] Time 2.438 Data 0.001 Err 0.1951 top1 3.125 top5 2.344 | Epoch: [71][499/553] Time 2.452 Data 0.001 Err 0.2724 top1 7.812 top5 2.344 | Epoch: [71][500/553] Time 2.450 Data 0.001 Err 0.1755 top1 3.125 top5 1.562 | Epoch: [71][501/553] Time 2.449 Data 0.001 Err 0.2302 top1 5.469 top5 1.562 | Epoch: [71][502/553] Time 2.448 Data 0.001 Err 0.3186 top1 7.031 top5 2.344 | Epoch: [71][503/553] Time 2.463 Data 0.001 Err 0.1281 top1 3.125 top5 0.000 | Epoch: [71][504/553] Time 2.457 Data 0.001 Err 0.1792 top1 4.688 top5 0.781 | Epoch: [71][505/553] Time 2.440 Data 0.001 Err 0.2801 top1 7.812 top5 1.562 | Epoch: [71][506/553] Time 2.441 Data 0.001 Err 0.2314 top1 6.250 top5 2.344 | Epoch: [71][507/553] Time 2.479 Data 0.001 Err 0.1079 top1 2.344 top5 0.000 | Epoch: [71][508/553] Time 2.523 Data 0.001 Err 0.2153 top1 4.688 top5 3.125 | Epoch: [71][509/553] Time 2.448 Data 0.001 Err 0.3546 top1 8.594 top5 1.562 | Epoch: [71][510/553] Time 2.438 Data 0.001 Err 0.1732 top1 3.906 top5 0.000 | Epoch: [71][511/553] Time 2.445 Data 0.001 Err 0.3380 top1 7.031 top5 3.125 | Epoch: [71][512/553] Time 2.475 Data 0.001 Err 0.0282 top1 0.000 top5 0.000 | Epoch: [71][513/553] Time 2.441 Data 0.001 Err 0.1281 top1 3.125 top5 0.000 | Epoch: [71][514/553] Time 2.449 Data 0.001 Err 0.2078 top1 4.688 top5 1.562 | Epoch: [71][515/553] Time 2.496 Data 0.001 Err 0.3823 top1 10.156 top5 3.125 | Epoch: [71][516/553] Time 2.466 Data 0.001 Err 0.1284 top1 3.125 top5 0.000 | Epoch: [71][517/553] Time 2.473 Data 0.001 Err 0.2604 top1 8.594 top5 1.562 | Epoch: [71][518/553] Time 2.436 Data 0.001 Err 0.2738 top1 7.031 top5 1.562 | Epoch: [71][519/553] Time 2.446 Data 0.001 Err 0.2194 top1 4.688 top5 2.344 | Epoch: [71][520/553] Time 2.467 Data 0.001 Err 0.2252 top1 5.469 top5 0.781 | Epoch: [71][521/553] Time 2.448 Data 0.001 Err 0.1850 top1 4.688 top5 0.781 | Epoch: [71][522/553] Time 2.488 Data 0.001 Err 0.2104 top1 6.250 top5 0.781 | Epoch: [71][523/553] Time 2.452 Data 0.001 Err 0.1561 top1 7.031 top5 0.000 | Epoch: [71][524/553] Time 2.534 Data 0.001 Err 0.1989 top1 5.469 top5 0.000 | Epoch: [71][525/553] Time 2.454 Data 0.001 Err 0.2833 top1 5.469 top5 3.125 | Epoch: [71][526/553] Time 2.482 Data 0.001 Err 0.2064 top1 6.250 top5 0.000 | Epoch: [71][527/553] Time 2.476 Data 0.001 Err 0.1649 top1 6.250 top5 0.000 | Epoch: [71][528/553] Time 2.443 Data 0.007 Err 0.3153 top1 10.156 top5 2.344 | Epoch: [71][529/553] Time 2.452 Data 0.001 Err 0.1617 top1 4.688 top5 0.000 | Epoch: [71][530/553] Time 2.477 Data 0.001 Err 0.2054 top1 4.688 top5 1.562 | Epoch: [71][531/553] Time 2.452 Data 0.001 Err 0.2914 top1 10.156 top5 3.125 | Epoch: [71][532/553] Time 2.447 Data 0.001 Err 0.2902 top1 7.812 top5 1.562 | Epoch: [71][533/553] Time 2.471 Data 0.001 Err 0.2565 top1 5.469 top5 2.344 | Epoch: [71][534/553] Time 2.442 Data 0.001 Err 0.4026 top1 10.156 top5 2.344 | Epoch: [71][535/553] Time 2.437 Data 0.001 Err 0.2531 top1 5.469 top5 2.344 | Epoch: [71][536/553] Time 2.461 Data 0.001 Err 0.2159 top1 7.031 top5 2.344 | Epoch: [71][537/553] Time 2.501 Data 0.001 Err 0.1888 top1 3.906 top5 1.562 | Epoch: [71][538/553] Time 2.479 Data 0.001 Err 0.2090 top1 3.906 top5 1.562 | Epoch: [71][539/553] Time 2.449 Data 0.001 Err 0.3542 top1 7.031 top5 4.688 | Epoch: [71][540/553] Time 2.475 Data 0.001 Err 0.3473 top1 7.812 top5 2.344 | Epoch: [71][541/553] Time 2.461 Data 0.001 Err 0.2993 top1 7.812 top5 3.125 | Epoch: [71][542/553] Time 2.491 Data 0.001 Err 0.3399 top1 7.031 top5 2.344 | Epoch: [71][543/553] Time 2.451 Data 0.000 Err 0.2025 top1 4.688 top5 0.781 | Epoch: [71][544/553] Time 2.529 Data 0.000 Err 0.1918 top1 3.906 top5 2.344 | Epoch: [71][545/553] Time 2.524 Data 0.000 Err 0.2000 top1 6.250 top5 0.000 | Epoch: [71][546/553] Time 2.483 Data 0.000 Err 0.3089 top1 9.375 top5 1.562 | Epoch: [71][547/553] Time 2.487 Data 0.000 Err 0.2067 top1 4.688 top5 1.562 | Epoch: [71][548/553] Time 2.451 Data 0.000 Err 0.2329 top1 5.469 top5 1.562 | Epoch: [71][549/553] Time 2.450 Data 0.000 Err 0.2529 top1 7.031 top5 3.125 | Epoch: [71][550/553] Time 2.449 Data 0.000 Err 0.2652 top1 7.031 top5 1.562 | Epoch: [71][551/553] Time 2.438 Data 0.000 Err 0.2535 top1 8.594 top5 2.344 | Epoch: [71][552/553] Time 2.447 Data 0.000 Err 0.2489 top1 7.031 top5 1.562 | Epoch: [71][553/553] Time 1.027 Data 0.000 Err 0.2663 top1 6.818 top5 2.273 | Test: [71][1/198] Time 2.232 Data 1.513 top1 13.281 ( 13.281) top5 0.781 ( 0.781) | Test: [71][2/198] Time 0.723 Data 0.001 top1 10.938 ( 12.109) top5 3.125 ( 1.953) | Test: [71][3/198] Time 0.720 Data 0.000 top1 14.844 ( 13.021) top5 3.906 ( 2.604) | Test: [71][4/198] Time 0.724 Data 0.002 top1 12.500 ( 12.891) top5 3.125 ( 2.734) | Test: [71][5/198] Time 0.726 Data 0.001 top1 12.500 ( 12.812) top5 4.688 ( 3.125) | Test: [71][6/198] Time 0.711 Data 0.001 top1 13.281 ( 12.891) top5 1.562 ( 2.865) | Test: [71][7/198] Time 0.722 Data 0.001 top1 8.594 ( 12.277) top5 2.344 ( 2.790) | Test: [71][8/198] Time 0.711 Data 0.001 top1 10.938 ( 12.109) top5 1.562 ( 2.637) | Test: [71][9/198] Time 0.721 Data 0.001 top1 11.719 ( 12.066) top5 2.344 ( 2.604) | Test: [71][10/198] Time 0.721 Data 0.001 top1 16.406 ( 12.500) top5 2.344 ( 2.578) | Test: [71][11/198] Time 0.722 Data 0.001 top1 10.938 ( 12.358) top5 3.906 ( 2.699) | Test: [71][12/198] Time 0.733 Data 0.001 top1 14.844 ( 12.565) top5 0.781 ( 2.539) | Test: [71][13/198] Time 0.731 Data 0.001 top1 11.719 ( 12.500) top5 0.781 ( 2.404) | Test: [71][14/198] Time 0.732 Data 0.001 top1 9.375 ( 12.277) top5 0.781 ( 2.288) | Test: [71][15/198] Time 0.713 Data 0.001 top1 15.625 ( 12.500) top5 1.562 ( 2.240) | Test: [71][16/198] Time 0.719 Data 0.001 top1 13.281 ( 12.549) top5 3.125 ( 2.295) | Test: [71][17/198] Time 0.774 Data 0.001 top1 17.969 ( 12.868) top5 3.125 ( 2.344) | Test: [71][18/198] Time 0.753 Data 0.001 top1 10.156 ( 12.717) top5 1.562 ( 2.300) | Test: [71][19/198] Time 0.787 Data 0.001 top1 9.375 ( 12.541) top5 1.562 ( 2.262) | Test: [71][20/198] Time 0.718 Data 0.001 top1 10.938 ( 12.461) top5 1.562 ( 2.227) | Test: [71][21/198] Time 0.724 Data 0.001 top1 10.938 ( 12.388) top5 0.000 ( 2.121) | Test: [71][22/198] Time 0.720 Data 0.001 top1 18.750 ( 12.678) top5 3.125 ( 2.166) | Test: [71][23/198] Time 0.723 Data 0.001 top1 18.750 ( 12.942) top5 4.688 ( 2.276) | Test: [71][24/198] Time 0.717 Data 0.001 top1 11.719 ( 12.891) top5 1.562 ( 2.246) | Test: [71][25/198] Time 0.725 Data 0.001 top1 8.594 ( 12.719) top5 3.125 ( 2.281) | Test: [71][26/198] Time 0.718 Data 0.001 top1 10.938 ( 12.650) top5 2.344 ( 2.284) | Test: [71][27/198] Time 0.719 Data 0.001 top1 14.062 ( 12.703) top5 1.562 ( 2.257) | Test: [71][28/198] Time 0.722 Data 0.001 top1 9.375 ( 12.584) top5 1.562 ( 2.232) | Test: [71][29/198] Time 0.724 Data 0.001 top1 4.688 ( 12.311) top5 0.781 ( 2.182) | Test: [71][30/198] Time 0.735 Data 0.001 top1 9.375 ( 12.214) top5 2.344 ( 2.188) | Test: [71][31/198] Time 0.719 Data 0.001 top1 13.281 ( 12.248) top5 0.781 ( 2.142) | Test: [71][32/198] Time 0.724 Data 0.001 top1 14.844 ( 12.329) top5 3.125 ( 2.173) | Test: [71][33/198] Time 0.725 Data 0.001 top1 11.719 ( 12.311) top5 3.125 ( 2.202) | Test: [71][34/198] Time 0.719 Data 0.001 top1 13.281 ( 12.339) top5 3.125 ( 2.229) | Test: [71][35/198] Time 0.723 Data 0.001 top1 13.281 ( 12.366) top5 4.688 ( 2.299) | Test: [71][36/198] Time 0.733 Data 0.001 top1 8.594 ( 12.261) top5 2.344 ( 2.300) | Test: [71][37/198] Time 0.735 Data 0.001 top1 11.719 ( 12.247) top5 3.125 ( 2.323) | Test: [71][38/198] Time 0.723 Data 0.001 top1 14.844 ( 12.315) top5 2.344 ( 2.323) | Test: [71][39/198] Time 0.724 Data 0.001 top1 10.938 ( 12.280) top5 2.344 ( 2.324) | Test: [71][40/198] Time 0.731 Data 0.001 top1 13.281 ( 12.305) top5 2.344 ( 2.324) | Test: [71][41/198] Time 0.722 Data 0.001 top1 7.812 ( 12.195) top5 0.781 ( 2.287) | Test: [71][42/198] Time 0.723 Data 0.000 top1 15.625 ( 12.277) top5 0.781 ( 2.251) | Test: [71][43/198] Time 0.722 Data 0.001 top1 8.594 ( 12.191) top5 2.344 ( 2.253) | Test: [71][44/198] Time 0.723 Data 0.001 top1 14.844 ( 12.251) top5 5.469 ( 2.326) | Test: [71][45/198] Time 0.722 Data 0.001 top1 14.062 ( 12.292) top5 2.344 ( 2.326) | Test: [71][46/198] Time 0.719 Data 0.001 top1 14.844 ( 12.347) top5 5.469 ( 2.395) | Test: [71][47/198] Time 0.722 Data 0.002 top1 7.031 ( 12.234) top5 2.344 ( 2.394) | Test: [71][48/198] Time 0.728 Data 0.001 top1 10.156 ( 12.191) top5 2.344 ( 2.393) | Test: [71][49/198] Time 0.735 Data 0.001 top1 10.156 ( 12.149) top5 2.344 ( 2.392) | Test: [71][50/198] Time 0.803 Data 0.001 top1 13.281 ( 12.172) top5 4.688 ( 2.438) | Test: [71][51/198] Time 0.729 Data 0.001 top1 10.938 ( 12.148) top5 1.562 ( 2.420) | Test: [71][52/198] Time 0.800 Data 0.001 top1 14.062 ( 12.184) top5 1.562 ( 2.404) | Test: [71][53/198] Time 0.834 Data 0.001 top1 17.188 ( 12.279) top5 7.031 ( 2.491) | Test: [71][54/198] Time 0.728 Data 0.001 top1 7.031 ( 12.182) top5 2.344 ( 2.488) | Test: [71][55/198] Time 0.721 Data 0.001 top1 12.500 ( 12.188) top5 2.344 ( 2.486) | Test: [71][56/198] Time 0.722 Data 0.001 top1 11.719 ( 12.179) top5 0.000 ( 2.441) | Test: [71][57/198] Time 0.721 Data 0.001 top1 10.938 ( 12.157) top5 2.344 ( 2.440) | Test: [71][58/198] Time 0.717 Data 0.001 top1 19.531 ( 12.284) top5 1.562 ( 2.425) | Test: [71][59/198] Time 0.720 Data 0.001 top1 11.719 ( 12.275) top5 1.562 ( 2.410) | Test: [71][60/198] Time 0.720 Data 0.001 top1 14.844 ( 12.318) top5 2.344 ( 2.409) | Test: [71][61/198] Time 0.717 Data 0.001 top1 10.156 ( 12.282) top5 3.125 ( 2.421) | Test: [71][62/198] Time 0.722 Data 0.001 top1 11.719 ( 12.273) top5 0.781 ( 2.394) | Test: [71][63/198] Time 0.726 Data 0.001 top1 7.031 ( 12.190) top5 2.344 ( 2.393) | Test: [71][64/198] Time 0.720 Data 0.001 top1 10.156 ( 12.158) top5 3.125 ( 2.405) | Test: [71][65/198] Time 0.734 Data 0.001 top1 12.500 ( 12.163) top5 2.344 ( 2.404) | Test: [71][66/198] Time 0.724 Data 0.001 top1 16.406 ( 12.228) top5 1.562 ( 2.391) | Test: [71][67/198] Time 0.724 Data 0.001 top1 14.062 ( 12.255) top5 3.906 ( 2.414) | Test: [71][68/198] Time 0.717 Data 0.001 top1 10.938 ( 12.236) top5 2.344 ( 2.413) | Test: [71][69/198] Time 0.722 Data 0.001 top1 8.594 ( 12.183) top5 0.781 ( 2.389) | Test: [71][70/198] Time 0.727 Data 0.001 top1 13.281 ( 12.199) top5 1.562 ( 2.377) | Test: [71][71/198] Time 0.728 Data 0.001 top1 16.406 ( 12.258) top5 0.781 ( 2.355) | Test: [71][72/198] Time 0.732 Data 0.001 top1 11.719 ( 12.250) top5 1.562 ( 2.344) | Test: [71][73/198] Time 0.726 Data 0.001 top1 9.375 ( 12.211) top5 2.344 ( 2.344) | Test: [71][74/198] Time 0.726 Data 0.001 top1 13.281 ( 12.226) top5 0.781 ( 2.323) | Test: [71][75/198] Time 0.716 Data 0.001 top1 13.281 ( 12.240) top5 2.344 ( 2.323) | Test: [71][76/198] Time 0.727 Data 0.001 top1 18.750 ( 12.325) top5 3.125 ( 2.333) | Test: [71][77/198] Time 0.731 Data 0.000 top1 15.625 ( 12.368) top5 4.688 ( 2.364) | Test: [71][78/198] Time 0.723 Data 0.001 top1 13.281 ( 12.380) top5 6.250 ( 2.414) | Test: [71][79/198] Time 0.716 Data 0.001 top1 7.812 ( 12.322) top5 1.562 ( 2.403) | Test: [71][80/198] Time 0.725 Data 0.001 top1 9.375 ( 12.285) top5 0.781 ( 2.383) | Test: [71][81/198] Time 0.723 Data 0.001 top1 13.281 ( 12.297) top5 0.781 ( 2.363) | Test: [71][82/198] Time 0.728 Data 0.001 top1 12.500 ( 12.300) top5 3.125 ( 2.372) | Test: [71][83/198] Time 0.754 Data 0.001 top1 15.625 ( 12.340) top5 4.688 ( 2.400) | Test: [71][84/198] Time 0.715 Data 0.001 top1 15.625 ( 12.379) top5 3.125 ( 2.409) | Test: [71][85/198] Time 0.727 Data 0.001 top1 13.281 ( 12.390) top5 2.344 ( 2.408) | Test: [71][86/198] Time 0.726 Data 0.001 top1 14.062 ( 12.409) top5 2.344 ( 2.407) | Test: [71][87/198] Time 0.719 Data 0.001 top1 13.281 ( 12.419) top5 2.344 ( 2.407) | Test: [71][88/198] Time 0.713 Data 0.001 top1 7.031 ( 12.358) top5 0.000 ( 2.379) | Test: [71][89/198] Time 0.712 Data 0.001 top1 14.062 ( 12.377) top5 3.906 ( 2.396) | Test: [71][90/198] Time 0.728 Data 0.001 top1 14.062 ( 12.396) top5 3.125 ( 2.405) | Test: [71][91/198] Time 0.718 Data 0.001 top1 10.938 ( 12.380) top5 2.344 ( 2.404) | Test: [71][92/198] Time 0.721 Data 0.001 top1 13.281 ( 12.390) top5 2.344 ( 2.403) | Test: [71][93/198] Time 0.720 Data 0.001 top1 9.375 ( 12.357) top5 1.562 ( 2.394) | Test: [71][94/198] Time 0.720 Data 0.001 top1 11.719 ( 12.350) top5 2.344 ( 2.394) | Test: [71][95/198] Time 0.717 Data 0.001 top1 17.969 ( 12.410) top5 3.125 ( 2.401) | Test: [71][96/198] Time 0.727 Data 0.001 top1 9.375 ( 12.378) top5 0.781 ( 2.384) | Test: [71][97/198] Time 0.716 Data 0.001 top1 12.500 ( 12.379) top5 3.125 ( 2.392) | Test: [71][98/198] Time 0.727 Data 0.001 top1 11.719 ( 12.372) top5 2.344 ( 2.392) | Test: [71][99/198] Time 0.723 Data 0.001 top1 12.500 ( 12.374) top5 3.125 ( 2.399) | Test: [71][100/198] Time 0.717 Data 0.001 top1 12.500 ( 12.375) top5 3.125 ( 2.406) | Test: [71][101/198] Time 0.727 Data 0.001 top1 6.250 ( 12.314) top5 0.781 ( 2.390) | Test: [71][102/198] Time 0.732 Data 0.001 top1 12.500 ( 12.316) top5 1.562 ( 2.382) | Test: [71][103/198] Time 0.729 Data 0.001 top1 10.938 ( 12.303) top5 2.344 ( 2.382) | Test: [71][104/198] Time 0.724 Data 0.001 top1 10.156 ( 12.282) top5 1.562 ( 2.374) | Test: [71][105/198] Time 0.734 Data 0.001 top1 13.281 ( 12.292) top5 4.688 ( 2.396) | Test: [71][106/198] Time 0.726 Data 0.001 top1 10.938 ( 12.279) top5 2.344 ( 2.395) | Test: [71][107/198] Time 0.718 Data 0.001 top1 13.281 ( 12.288) top5 0.781 ( 2.380) | Test: [71][108/198] Time 0.723 Data 0.001 top1 14.062 ( 12.305) top5 2.344 ( 2.380) | Test: [71][109/198] Time 0.719 Data 0.002 top1 10.938 ( 12.292) top5 1.562 ( 2.372) | Test: [71][110/198] Time 0.712 Data 0.001 top1 8.594 ( 12.259) top5 1.562 ( 2.365) | Test: [71][111/198] Time 0.732 Data 0.001 top1 14.844 ( 12.282) top5 3.125 ( 2.372) | Test: [71][112/198] Time 0.721 Data 0.001 top1 14.844 ( 12.305) top5 0.781 ( 2.358) | Test: [71][113/198] Time 0.720 Data 0.002 top1 7.812 ( 12.265) top5 1.562 ( 2.351) | Test: [71][114/198] Time 0.722 Data 0.001 top1 8.594 ( 12.233) top5 2.344 ( 2.351) | Test: [71][115/198] Time 0.724 Data 0.001 top1 8.594 ( 12.201) top5 2.344 ( 2.351) | Test: [71][116/198] Time 0.738 Data 0.001 top1 13.281 ( 12.210) top5 0.781 ( 2.337) | Test: [71][117/198] Time 0.712 Data 0.001 top1 14.062 ( 12.226) top5 3.906 ( 2.350) | Test: [71][118/198] Time 0.716 Data 0.001 top1 10.938 ( 12.215) top5 0.781 ( 2.337) | Test: [71][119/198] Time 0.713 Data 0.001 top1 8.594 ( 12.185) top5 4.688 ( 2.357) | Test: [71][120/198] Time 0.719 Data 0.001 top1 11.719 ( 12.181) top5 3.125 ( 2.363) | Test: [71][121/198] Time 0.719 Data 0.001 top1 10.156 ( 12.164) top5 0.781 ( 2.350) | Test: [71][122/198] Time 0.724 Data 0.001 top1 20.312 ( 12.231) top5 1.562 ( 2.344) | Test: [71][123/198] Time 0.731 Data 0.001 top1 17.188 ( 12.271) top5 0.781 ( 2.331) | Test: [71][124/198] Time 0.730 Data 0.001 top1 13.281 ( 12.279) top5 3.906 ( 2.344) | Test: [71][125/198] Time 0.727 Data 0.001 top1 10.938 ( 12.269) top5 3.906 ( 2.356) | Test: [71][126/198] Time 0.726 Data 0.001 top1 13.281 ( 12.277) top5 3.906 ( 2.369) | Test: [71][127/198] Time 0.728 Data 0.001 top1 17.969 ( 12.322) top5 3.906 ( 2.381) | Test: [71][128/198] Time 0.723 Data 0.001 top1 10.156 ( 12.305) top5 0.000 ( 2.362) | Test: [71][129/198] Time 0.731 Data 0.001 top1 9.375 ( 12.282) top5 1.562 ( 2.356) | Test: [71][130/198] Time 0.724 Data 0.001 top1 21.094 ( 12.350) top5 7.031 ( 2.392) | Test: [71][131/198] Time 0.723 Data 0.001 top1 16.406 ( 12.381) top5 2.344 ( 2.391) | Test: [71][132/198] Time 0.725 Data 0.002 top1 12.500 ( 12.382) top5 3.125 ( 2.397) | Test: [71][133/198] Time 0.773 Data 0.000 top1 13.281 ( 12.388) top5 1.562 ( 2.391) | Test: [71][134/198] Time 0.773 Data 0.001 top1 15.625 ( 12.413) top5 3.906 ( 2.402) | Test: [71][135/198] Time 0.804 Data 0.001 top1 16.406 ( 12.442) top5 3.906 ( 2.413) | Test: [71][136/198] Time 0.809 Data 0.001 top1 13.281 ( 12.448) top5 3.125 ( 2.418) | Test: [71][137/198] Time 0.817 Data 0.001 top1 14.062 ( 12.460) top5 1.562 ( 2.412) | Test: [71][138/198] Time 0.721 Data 0.001 top1 12.500 ( 12.460) top5 1.562 ( 2.406) | Test: [71][139/198] Time 0.762 Data 0.001 top1 10.156 ( 12.444) top5 0.781 ( 2.394) | Test: [71][140/198] Time 0.780 Data 0.001 top1 11.719 ( 12.439) top5 0.781 ( 2.383) | Test: [71][141/198] Time 0.725 Data 0.002 top1 10.938 ( 12.428) top5 1.562 ( 2.377) | Test: [71][142/198] Time 0.735 Data 0.001 top1 9.375 ( 12.406) top5 3.125 ( 2.382) | Test: [71][143/198] Time 0.715 Data 0.001 top1 14.062 ( 12.418) top5 2.344 ( 2.382) | Test: [71][144/198] Time 0.736 Data 0.001 top1 12.500 ( 12.419) top5 3.906 ( 2.393) | Test: [71][145/198] Time 0.713 Data 0.001 top1 12.500 ( 12.419) top5 2.344 ( 2.392) | Test: [71][146/198] Time 0.737 Data 0.001 top1 14.844 ( 12.436) top5 5.469 ( 2.413) | Test: [71][147/198] Time 0.738 Data 0.001 top1 9.375 ( 12.415) top5 1.562 ( 2.408) | Test: [71][148/198] Time 0.733 Data 0.001 top1 10.938 ( 12.405) top5 1.562 ( 2.402) | Test: [71][149/198] Time 0.727 Data 0.001 top1 18.750 ( 12.448) top5 3.125 ( 2.407) | Test: [71][150/198] Time 0.733 Data 0.001 top1 11.719 ( 12.443) top5 1.562 ( 2.401) | Test: [71][151/198] Time 0.730 Data 0.001 top1 16.406 ( 12.469) top5 4.688 ( 2.416) | Test: [71][152/198] Time 0.727 Data 0.000 top1 14.062 ( 12.479) top5 3.125 ( 2.421) | Test: [71][153/198] Time 0.731 Data 0.000 top1 8.594 ( 12.454) top5 0.000 ( 2.405) | Test: [71][154/198] Time 0.729 Data 0.001 top1 10.156 ( 12.439) top5 3.906 ( 2.415) | Test: [71][155/198] Time 0.724 Data 0.001 top1 10.938 ( 12.429) top5 3.125 ( 2.419) | Test: [71][156/198] Time 0.719 Data 0.001 top1 12.500 ( 12.430) top5 2.344 ( 2.419) | Test: [71][157/198] Time 0.716 Data 0.001 top1 12.500 ( 12.430) top5 3.906 ( 2.428) | Test: [71][158/198] Time 0.725 Data 0.001 top1 17.188 ( 12.460) top5 3.906 ( 2.438) | Test: [71][159/198] Time 0.737 Data 0.001 top1 12.500 ( 12.461) top5 0.781 ( 2.427) | Test: [71][160/198] Time 0.725 Data 0.001 top1 8.594 ( 12.437) top5 0.000 ( 2.412) | Test: [71][161/198] Time 0.736 Data 0.001 top1 10.938 ( 12.427) top5 3.125 ( 2.417) | Test: [71][162/198] Time 0.730 Data 0.001 top1 13.281 ( 12.432) top5 1.562 ( 2.411) | Test: [71][163/198] Time 0.753 Data 0.001 top1 14.062 ( 12.442) top5 2.344 ( 2.411) | Test: [71][164/198] Time 0.725 Data 0.001 top1 10.938 ( 12.433) top5 2.344 ( 2.410) | Test: [71][165/198] Time 0.723 Data 0.001 top1 10.156 ( 12.420) top5 2.344 ( 2.410) | Test: [71][166/198] Time 0.725 Data 0.001 top1 15.625 ( 12.439) top5 2.344 ( 2.410) | Test: [71][167/198] Time 0.724 Data 0.001 top1 11.719 ( 12.435) top5 3.125 ( 2.414) | Test: [71][168/198] Time 0.772 Data 0.001 top1 10.938 ( 12.426) top5 0.781 ( 2.404) | Test: [71][169/198] Time 0.766 Data 0.002 top1 10.156 ( 12.412) top5 3.906 ( 2.413) | Test: [71][170/198] Time 0.721 Data 0.001 top1 16.406 ( 12.436) top5 1.562 ( 2.408) | Test: [71][171/198] Time 0.764 Data 0.001 top1 12.500 ( 12.436) top5 3.906 ( 2.417) | Test: [71][172/198] Time 0.717 Data 0.001 top1 10.938 ( 12.427) top5 1.562 ( 2.412) | Test: [71][173/198] Time 0.757 Data 0.001 top1 9.375 ( 12.410) top5 2.344 ( 2.411) | Test: [71][174/198] Time 0.735 Data 0.001 top1 13.281 ( 12.415) top5 3.125 ( 2.416) | Test: [71][175/198] Time 0.727 Data 0.001 top1 9.375 ( 12.397) top5 1.562 ( 2.411) | Test: [71][176/198] Time 0.718 Data 0.001 top1 12.500 ( 12.398) top5 2.344 ( 2.410) | Test: [71][177/198] Time 0.717 Data 0.001 top1 12.500 ( 12.398) top5 4.688 ( 2.423) | Test: [71][178/198] Time 0.719 Data 0.001 top1 17.188 ( 12.425) top5 7.031 ( 2.449) | Test: [71][179/198] Time 0.718 Data 0.001 top1 6.250 ( 12.391) top5 0.781 ( 2.440) | Test: [71][180/198] Time 0.733 Data 0.000 top1 10.156 ( 12.378) top5 1.562 ( 2.435) | Test: [71][181/198] Time 0.735 Data 0.001 top1 9.375 ( 12.362) top5 2.344 ( 2.434) | Test: [71][182/198] Time 0.728 Data 0.001 top1 10.938 ( 12.354) top5 3.125 ( 2.438) | Test: [71][183/198] Time 0.718 Data 0.001 top1 11.719 ( 12.351) top5 3.125 ( 2.442) | Test: [71][184/198] Time 0.722 Data 0.001 top1 11.719 ( 12.347) top5 6.250 ( 2.463) | Test: [71][185/198] Time 0.730 Data 0.000 top1 11.719 ( 12.344) top5 5.469 ( 2.479) | Test: [71][186/198] Time 0.718 Data 0.001 top1 12.500 ( 12.345) top5 1.562 ( 2.474) | Test: [71][187/198] Time 0.725 Data 0.001 top1 7.031 ( 12.316) top5 1.562 ( 2.469) | Test: [71][188/198] Time 0.720 Data 0.001 top1 10.156 ( 12.305) top5 3.125 ( 2.473) | Test: [71][189/198] Time 0.738 Data 0.000 top1 10.156 ( 12.293) top5 0.781 ( 2.464) | Test: [71][190/198] Time 0.715 Data 0.000 top1 14.062 ( 12.303) top5 2.344 ( 2.463) | Test: [71][191/198] Time 0.717 Data 0.000 top1 16.406 ( 12.324) top5 2.344 ( 2.462) | Test: [71][192/198] Time 0.721 Data 0.000 top1 13.281 ( 12.329) top5 2.344 ( 2.462) | Test: [71][193/198] Time 0.720 Data 0.000 top1 8.594 ( 12.310) top5 1.562 ( 2.457) | Test: [71][194/198] Time 0.726 Data 0.001 top1 10.938 ( 12.303) top5 3.906 ( 2.465) | Test: [71][195/198] Time 0.721 Data 0.000 top1 14.062 ( 12.312) top5 2.344 ( 2.464) | Test: [71][196/198] Time 0.718 Data 0.000 top1 13.281 ( 12.317) top5 2.344 ( 2.463) | Test: [71][197/198] Time 0.268 Data 0.000 top1 8.824 ( 12.299) top5 5.882 ( 2.481) | Test: [71][198/198] Time 0.757 Data 0.000 top1 10.938 ( 12.292) top5 3.125 ( 2.484) * Finished epoch # 71 top1: 12.292 top5: 2.484 * Best model 12.292038027332 2.4839386512181 Epoch 72 => Training epoch # 72 | Epoch: [72][1/553] Time 5.325 Data 2.824 Err 0.1946 top1 3.906 top5 1.562 | Epoch: [72][2/553] Time 2.435 Data 0.001 Err 0.2380 top1 6.250 top5 1.562 | Epoch: [72][3/553] Time 2.423 Data 0.001 Err 0.2523 top1 8.594 top5 1.562 | Epoch: [72][4/553] Time 2.431 Data 0.001 Err 0.2083 top1 5.469 top5 0.781 | Epoch: [72][5/553] Time 2.452 Data 0.004 Err 0.1984 top1 3.906 top5 0.781 | Epoch: [72][6/553] Time 2.472 Data 0.001 Err 0.3094 top1 7.812 top5 2.344 | Epoch: [72][7/553] Time 2.436 Data 0.001 Err 0.3211 top1 8.594 top5 3.125 | Epoch: [72][8/553] Time 2.488 Data 0.001 Err 0.1762 top1 3.906 top5 0.781 | Epoch: [72][9/553] Time 2.466 Data 0.001 Err 0.1664 top1 3.906 top5 0.000 | Epoch: [72][10/553] Time 2.461 Data 0.001 Err 0.2541 top1 8.594 top5 1.562 | Epoch: [72][11/553] Time 2.440 Data 0.001 Err 0.2071 top1 5.469 top5 0.781 | Epoch: [72][12/553] Time 2.476 Data 0.001 Err 0.3282 top1 10.938 top5 3.125 | Epoch: [72][13/553] Time 2.488 Data 0.000 Err 0.1500 top1 3.125 top5 0.000 | Epoch: [72][14/553] Time 2.440 Data 0.001 Err 0.1814 top1 5.469 top5 0.781 | Epoch: [72][15/553] Time 2.453 Data 0.001 Err 0.1020 top1 1.562 top5 0.781 | Epoch: [72][16/553] Time 2.482 Data 0.001 Err 0.1140 top1 3.125 top5 0.000 | Epoch: [72][17/553] Time 2.474 Data 0.001 Err 0.3027 top1 7.812 top5 3.125 | Epoch: [72][18/553] Time 2.492 Data 0.001 Err 0.3597 top1 7.812 top5 5.469 | Epoch: [72][19/553] Time 2.449 Data 0.001 Err 0.2608 top1 5.469 top5 3.125 | Epoch: [72][20/553] Time 2.473 Data 0.001 Err 0.1534 top1 3.906 top5 1.562 | Epoch: [72][21/553] Time 2.473 Data 0.001 Err 0.1917 top1 4.688 top5 0.781 | Epoch: [72][22/553] Time 2.474 Data 0.001 Err 0.2304 top1 3.906 top5 2.344 | Epoch: [72][23/553] Time 2.465 Data 0.001 Err 0.2011 top1 5.469 top5 0.781 | Epoch: [72][24/553] Time 2.437 Data 0.001 Err 0.1859 top1 5.469 top5 0.000 | Epoch: [72][25/553] Time 2.471 Data 0.001 Err 0.2076 top1 3.906 top5 1.562 | Epoch: [72][26/553] Time 2.481 Data 0.001 Err 0.2654 top1 7.031 top5 2.344 | Epoch: [72][27/553] Time 2.446 Data 0.001 Err 0.2251 top1 7.031 top5 2.344 | Epoch: [72][28/553] Time 2.447 Data 0.001 Err 0.2033 top1 3.906 top5 1.562 | Epoch: [72][29/553] Time 2.486 Data 0.001 Err 0.1792 top1 4.688 top5 0.781 | Epoch: [72][30/553] Time 2.454 Data 0.001 Err 0.2933 top1 7.031 top5 3.125 | Epoch: [72][31/553] Time 2.526 Data 0.001 Err 0.2155 top1 6.250 top5 2.344 | Epoch: [72][32/553] Time 2.471 Data 0.001 Err 0.2016 top1 3.906 top5 0.781 | Epoch: [72][33/553] Time 2.445 Data 0.001 Err 0.1957 top1 6.250 top5 0.781 | Epoch: [72][34/553] Time 2.437 Data 0.001 Err 0.4259 top1 12.500 top5 4.688 | Epoch: [72][35/553] Time 2.479 Data 0.001 Err 0.2799 top1 8.594 top5 2.344 | Epoch: [72][36/553] Time 2.457 Data 0.004 Err 0.3053 top1 7.812 top5 2.344 | Epoch: [72][37/553] Time 2.458 Data 0.001 Err 0.2736 top1 7.812 top5 3.125 | Epoch: [72][38/553] Time 2.519 Data 0.001 Err 0.1750 top1 7.812 top5 0.000 | Epoch: [72][39/553] Time 2.438 Data 0.001 Err 0.4038 top1 10.156 top5 5.469 | Epoch: [72][40/553] Time 2.458 Data 0.001 Err 0.3401 top1 6.250 top5 5.469 | Epoch: [72][41/553] Time 2.487 Data 0.001 Err 0.3238 top1 9.375 top5 3.125 | Epoch: [72][42/553] Time 2.480 Data 0.001 Err 0.2671 top1 7.812 top5 2.344 | Epoch: [72][43/553] Time 2.447 Data 0.001 Err 0.2319 top1 6.250 top5 0.781 | Epoch: [72][44/553] Time 2.442 Data 0.001 Err 0.1657 top1 3.906 top5 0.781 | Epoch: [72][45/553] Time 2.489 Data 0.001 Err 0.1975 top1 5.469 top5 1.562 | Epoch: [72][46/553] Time 2.477 Data 0.004 Err 0.2343 top1 7.812 top5 0.781 | Epoch: [72][47/553] Time 2.452 Data 0.001 Err 0.3870 top1 9.375 top5 3.906 | Epoch: [72][48/553] Time 2.451 Data 0.001 Err 0.2303 top1 6.250 top5 1.562 | Epoch: [72][49/553] Time 2.461 Data 0.001 Err 0.2202 top1 5.469 top5 1.562 | Epoch: [72][50/553] Time 2.492 Data 0.000 Err 0.2772 top1 7.812 top5 2.344 | Epoch: [72][51/553] Time 2.447 Data 0.001 Err 0.2479 top1 6.250 top5 2.344 | Epoch: [72][52/553] Time 2.438 Data 0.001 Err 0.1531 top1 3.906 top5 2.344 | Epoch: [72][53/553] Time 2.480 Data 0.001 Err 0.2254 top1 5.469 top5 1.562 | Epoch: [72][54/553] Time 2.444 Data 0.001 Err 0.3026 top1 7.031 top5 3.125 | Epoch: [72][55/553] Time 2.483 Data 0.001 Err 0.1785 top1 4.688 top5 0.781 | Epoch: [72][56/553] Time 2.481 Data 0.001 Err 0.3518 top1 8.594 top5 3.125 | Epoch: [72][57/553] Time 2.474 Data 0.001 Err 0.1677 top1 3.906 top5 0.781 | Epoch: [72][58/553] Time 2.443 Data 0.001 Err 0.2156 top1 3.906 top5 1.562 | Epoch: [72][59/553] Time 2.448 Data 0.001 Err 0.2726 top1 7.031 top5 3.906 | Epoch: [72][60/553] Time 2.464 Data 0.001 Err 0.4013 top1 11.719 top5 4.688 | Epoch: [72][61/553] Time 2.478 Data 0.001 Err 0.2298 top1 3.906 top5 1.562 | Epoch: [72][62/553] Time 2.480 Data 0.001 Err 0.2907 top1 5.469 top5 3.125 | Epoch: [72][63/553] Time 2.503 Data 0.000 Err 0.2376 top1 7.812 top5 1.562 | Epoch: [72][64/553] Time 2.458 Data 0.001 Err 0.2003 top1 5.469 top5 0.781 | Epoch: [72][65/553] Time 2.451 Data 0.001 Err 0.2080 top1 6.250 top5 0.781 | Epoch: [72][66/553] Time 2.471 Data 0.001 Err 0.3233 top1 8.594 top5 3.125 | Epoch: [72][67/553] Time 2.487 Data 0.000 Err 0.1771 top1 5.469 top5 2.344 | Epoch: [72][68/553] Time 2.505 Data 0.001 Err 0.3374 top1 8.594 top5 4.688 | Epoch: [72][69/553] Time 2.438 Data 0.001 Err 0.1358 top1 5.469 top5 0.000 | Epoch: [72][70/553] Time 2.446 Data 0.001 Err 0.2040 top1 3.906 top5 1.562 | Epoch: [72][71/553] Time 2.451 Data 0.001 Err 0.1822 top1 5.469 top5 1.562 | Epoch: [72][72/553] Time 2.443 Data 0.001 Err 0.3132 top1 9.375 top5 2.344 | Epoch: [72][73/553] Time 2.446 Data 0.001 Err 0.2475 top1 6.250 top5 2.344 | Epoch: [72][74/553] Time 2.510 Data 0.001 Err 0.2737 top1 8.594 top5 2.344 | Epoch: [72][75/553] Time 2.468 Data 0.001 Err 0.1703 top1 4.688 top5 1.562 | Epoch: [72][76/553] Time 2.517 Data 0.001 Err 0.2082 top1 3.906 top5 1.562 | Epoch: [72][77/553] Time 2.481 Data 0.001 Err 0.2033 top1 2.344 top5 1.562 | Epoch: [72][78/553] Time 2.481 Data 0.000 Err 0.2346 top1 3.906 top5 2.344 | Epoch: [72][79/553] Time 2.447 Data 0.000 Err 0.2189 top1 5.469 top5 2.344 | Epoch: [72][80/553] Time 2.448 Data 0.001 Err 0.1822 top1 4.688 top5 1.562 | Epoch: [72][81/553] Time 2.470 Data 0.001 Err 0.2192 top1 5.469 top5 1.562 | Epoch: [72][82/553] Time 2.487 Data 0.001 Err 0.3176 top1 10.156 top5 2.344 | Epoch: [72][83/553] Time 2.459 Data 0.001 Err 0.2703 top1 6.250 top5 1.562 | Epoch: [72][84/553] Time 2.487 Data 0.005 Err 0.2470 top1 5.469 top5 2.344 | Epoch: [72][85/553] Time 2.477 Data 0.001 Err 0.3133 top1 7.812 top5 3.125 | Epoch: [72][86/553] Time 2.462 Data 0.001 Err 0.2670 top1 5.469 top5 3.125 | Epoch: [72][87/553] Time 2.452 Data 0.001 Err 0.2711 top1 7.812 top5 1.562 | Epoch: [72][88/553] Time 2.517 Data 0.001 Err 0.1553 top1 5.469 top5 0.000 | Epoch: [72][89/553] Time 2.453 Data 0.001 Err 0.1923 top1 4.688 top5 1.562 | Epoch: [72][90/553] Time 2.443 Data 0.001 Err 0.2195 top1 7.031 top5 0.781 | Epoch: [72][91/553] Time 2.436 Data 0.001 Err 0.2827 top1 7.812 top5 3.125 | Epoch: [72][92/553] Time 2.451 Data 0.001 Err 0.2596 top1 7.031 top5 0.781 | Epoch: [72][93/553] Time 2.450 Data 0.001 Err 0.2997 top1 9.375 top5 2.344 | Epoch: [72][94/553] Time 2.531 Data 0.001 Err 0.2803 top1 8.594 top5 0.781 | Epoch: [72][95/553] Time 2.449 Data 0.001 Err 0.2699 top1 7.031 top5 2.344 | Epoch: [72][96/553] Time 2.443 Data 0.001 Err 0.2693 top1 6.250 top5 3.125 | Epoch: [72][97/553] Time 2.446 Data 0.001 Err 0.3563 top1 10.156 top5 3.125 | Epoch: [72][98/553] Time 2.490 Data 0.001 Err 0.2073 top1 4.688 top5 0.781 | Epoch: [72][99/553] Time 2.453 Data 0.001 Err 0.3610 top1 9.375 top5 2.344 | Epoch: [72][100/553] Time 2.475 Data 0.001 Err 0.1580 top1 4.688 top5 0.000 | Epoch: [72][101/553] Time 2.484 Data 0.001 Err 0.2933 top1 7.031 top5 2.344 | Epoch: [72][102/553] Time 2.447 Data 0.001 Err 0.3552 top1 10.156 top5 2.344 | Epoch: [72][103/553] Time 2.455 Data 0.001 Err 0.2390 top1 6.250 top5 2.344 | Epoch: [72][104/553] Time 2.446 Data 0.001 Err 0.1879 top1 4.688 top5 0.781 | Epoch: [72][105/553] Time 2.441 Data 0.001 Err 0.2744 top1 5.469 top5 2.344 | Epoch: [72][106/553] Time 2.466 Data 0.001 Err 0.2088 top1 4.688 top5 1.562 | Epoch: [72][107/553] Time 2.467 Data 0.001 Err 0.2419 top1 7.812 top5 1.562 | Epoch: [72][108/553] Time 2.444 Data 0.000 Err 0.3480 top1 9.375 top5 3.125 | Epoch: [72][109/553] Time 2.466 Data 0.001 Err 0.2756 top1 8.594 top5 1.562 | Epoch: [72][110/553] Time 2.445 Data 0.001 Err 0.2453 top1 5.469 top5 2.344 | Epoch: [72][111/553] Time 2.449 Data 0.001 Err 0.2255 top1 5.469 top5 0.781 | Epoch: [72][112/553] Time 2.469 Data 0.001 Err 0.1585 top1 2.344 top5 1.562 | Epoch: [72][113/553] Time 2.526 Data 0.001 Err 0.2084 top1 4.688 top5 1.562 | Epoch: [72][114/553] Time 2.514 Data 0.000 Err 0.2177 top1 6.250 top5 0.781 | Epoch: [72][115/553] Time 2.438 Data 0.001 Err 0.3334 top1 9.375 top5 2.344 | Epoch: [72][116/553] Time 2.485 Data 0.001 Err 0.2281 top1 4.688 top5 0.781 | Epoch: [72][117/553] Time 2.487 Data 0.001 Err 0.3194 top1 10.156 top5 3.906 | Epoch: [72][118/553] Time 2.452 Data 0.001 Err 0.2225 top1 6.250 top5 0.781 | Epoch: [72][119/553] Time 2.463 Data 0.001 Err 0.4087 top1 9.375 top5 3.125 | Epoch: [72][120/553] Time 2.454 Data 0.001 Err 0.1766 top1 5.469 top5 1.562 | Epoch: [72][121/553] Time 2.467 Data 0.001 Err 0.2561 top1 7.031 top5 3.125 | Epoch: [72][122/553] Time 2.469 Data 0.003 Err 0.1699 top1 5.469 top5 0.781 | Epoch: [72][123/553] Time 2.435 Data 0.001 Err 0.1903 top1 4.688 top5 0.781 | Epoch: [72][124/553] Time 2.439 Data 0.001 Err 0.2468 top1 6.250 top5 1.562 | Epoch: [72][125/553] Time 2.450 Data 0.001 Err 0.3144 top1 7.812 top5 3.125 | Epoch: [72][126/553] Time 2.433 Data 0.001 Err 0.2023 top1 6.250 top5 0.781 | Epoch: [72][127/553] Time 2.462 Data 0.001 Err 0.3022 top1 7.812 top5 3.125 | Epoch: [72][128/553] Time 2.497 Data 0.001 Err 0.1593 top1 3.906 top5 0.000 | Epoch: [72][129/553] Time 2.435 Data 0.001 Err 0.3626 top1 7.031 top5 2.344 | Epoch: [72][130/553] Time 2.447 Data 0.001 Err 0.2187 top1 5.469 top5 0.781 | Epoch: [72][131/553] Time 2.472 Data 0.001 Err 0.1838 top1 5.469 top5 0.781 | Epoch: [72][132/553] Time 2.446 Data 0.001 Err 0.2236 top1 6.250 top5 0.781 | Epoch: [72][133/553] Time 2.478 Data 0.001 Err 0.2570 top1 8.594 top5 2.344 | Epoch: [72][134/553] Time 2.448 Data 0.001 Err 0.3466 top1 8.594 top5 3.125 | Epoch: [72][135/553] Time 2.443 Data 0.001 Err 0.2397 top1 4.688 top5 3.125 | Epoch: [72][136/553] Time 2.457 Data 0.001 Err 0.1866 top1 4.688 top5 2.344 | Epoch: [72][137/553] Time 2.436 Data 0.001 Err 0.2736 top1 7.031 top5 2.344 | Epoch: [72][138/553] Time 2.467 Data 0.001 Err 0.3979 top1 7.812 top5 3.906 | Epoch: [72][139/553] Time 2.479 Data 0.001 Err 0.2294 top1 4.688 top5 2.344 | Epoch: [72][140/553] Time 2.440 Data 0.001 Err 0.1903 top1 3.906 top5 1.562 | Epoch: [72][141/553] Time 2.472 Data 0.001 Err 0.2239 top1 7.031 top5 1.562 | Epoch: [72][142/553] Time 2.464 Data 0.000 Err 0.2423 top1 6.250 top5 0.781 | Epoch: [72][143/553] Time 2.440 Data 0.001 Err 0.3639 top1 10.938 top5 3.125 | Epoch: [72][144/553] Time 2.446 Data 0.001 Err 0.2464 top1 5.469 top5 1.562 | Epoch: [72][145/553] Time 2.444 Data 0.001 Err 0.3938 top1 10.156 top5 2.344 | Epoch: [72][146/553] Time 2.508 Data 0.001 Err 0.2864 top1 10.156 top5 2.344 | Epoch: [72][147/553] Time 2.441 Data 0.001 Err 0.2646 top1 8.594 top5 0.781 | Epoch: [72][148/553] Time 2.448 Data 0.001 Err 0.5129 top1 13.281 top5 3.906 | Epoch: [72][149/553] Time 2.465 Data 0.001 Err 0.3646 top1 11.719 top5 3.906 | Epoch: [72][150/553] Time 2.471 Data 0.001 Err 0.2401 top1 6.250 top5 1.562 | Epoch: [72][151/553] Time 2.476 Data 0.001 Err 0.2248 top1 5.469 top5 1.562 | Epoch: [72][152/553] Time 2.430 Data 0.001 Err 0.2323 top1 8.594 top5 0.781 | Epoch: [72][153/553] Time 2.495 Data 0.001 Err 0.3110 top1 7.031 top5 1.562 | Epoch: [72][154/553] Time 2.433 Data 0.001 Err 0.2534 top1 3.906 top5 1.562 | Epoch: [72][155/553] Time 2.503 Data 0.001 Err 0.2166 top1 7.812 top5 0.000 | Epoch: [72][156/553] Time 2.498 Data 0.001 Err 0.4431 top1 9.375 top5 4.688 | Epoch: [72][157/553] Time 2.436 Data 0.001 Err 0.2470 top1 7.031 top5 2.344 | Epoch: [72][158/553] Time 2.442 Data 0.001 Err 0.2988 top1 7.031 top5 0.781 | Epoch: [72][159/553] Time 2.513 Data 0.001 Err 0.3263 top1 9.375 top5 0.781 | Epoch: [72][160/553] Time 2.439 Data 0.001 Err 0.3452 top1 9.375 top5 3.906 | Epoch: [72][161/553] Time 2.435 Data 0.001 Err 0.1143 top1 2.344 top5 0.781 | Epoch: [72][162/553] Time 2.496 Data 0.001 Err 0.1894 top1 3.906 top5 1.562 | Epoch: [72][163/553] Time 2.440 Data 0.000 Err 0.2203 top1 4.688 top5 0.781 | Epoch: [72][164/553] Time 2.475 Data 0.001 Err 0.2728 top1 8.594 top5 2.344 | Epoch: [72][165/553] Time 2.488 Data 0.001 Err 0.3055 top1 6.250 top5 3.906 | Epoch: [72][166/553] Time 2.434 Data 0.001 Err 0.1780 top1 4.688 top5 0.000 | Epoch: [72][167/553] Time 2.484 Data 0.001 Err 0.2412 top1 4.688 top5 1.562 | Epoch: [72][168/553] Time 2.448 Data 0.001 Err 0.2812 top1 8.594 top5 1.562 | Epoch: [72][169/553] Time 2.481 Data 0.001 Err 0.2221 top1 3.906 top5 3.125 | Epoch: [72][170/553] Time 2.452 Data 0.001 Err 0.1547 top1 3.125 top5 0.000 | Epoch: [72][171/553] Time 2.431 Data 0.001 Err 0.2169 top1 4.688 top5 0.781 | Epoch: [72][172/553] Time 2.435 Data 0.001 Err 0.2833 top1 9.375 top5 0.781 | Epoch: [72][173/553] Time 2.435 Data 0.001 Err 0.1612 top1 2.344 top5 1.562 | Epoch: [72][174/553] Time 2.479 Data 0.001 Err 0.4469 top1 10.938 top5 5.469 | Epoch: [72][175/553] Time 2.447 Data 0.001 Err 0.2708 top1 7.031 top5 3.125 | Epoch: [72][176/553] Time 2.457 Data 0.001 Err 0.2271 top1 4.688 top5 2.344 | Epoch: [72][177/553] Time 2.434 Data 0.001 Err 0.3228 top1 8.594 top5 2.344 | Epoch: [72][178/553] Time 2.442 Data 0.001 Err 0.1532 top1 4.688 top5 0.000 | Epoch: [72][179/553] Time 2.456 Data 0.001 Err 0.2299 top1 5.469 top5 1.562 | Epoch: [72][180/553] Time 2.463 Data 0.001 Err 0.2708 top1 7.031 top5 1.562 | Epoch: [72][181/553] Time 2.460 Data 0.001 Err 0.3106 top1 7.812 top5 2.344 | Epoch: [72][182/553] Time 2.446 Data 0.001 Err 0.2419 top1 7.812 top5 1.562 | Epoch: [72][183/553] Time 2.491 Data 0.001 Err 0.2141 top1 7.031 top5 0.781 | Epoch: [72][184/553] Time 2.460 Data 0.001 Err 0.2333 top1 6.250 top5 1.562 | Epoch: [72][185/553] Time 2.503 Data 0.001 Err 0.2168 top1 6.250 top5 1.562 | Epoch: [72][186/553] Time 2.435 Data 0.001 Err 0.2122 top1 5.469 top5 0.781 | Epoch: [72][187/553] Time 2.443 Data 0.001 Err 0.1757 top1 3.906 top5 0.781 | Epoch: [72][188/553] Time 2.437 Data 0.001 Err 0.2644 top1 7.031 top5 1.562 | Epoch: [72][189/553] Time 2.532 Data 0.001 Err 0.1190 top1 1.562 top5 0.781 | Epoch: [72][190/553] Time 2.447 Data 0.001 Err 0.2128 top1 7.031 top5 0.781 | Epoch: [72][191/553] Time 2.450 Data 0.001 Err 0.2138 top1 5.469 top5 1.562 | Epoch: [72][192/553] Time 2.513 Data 0.001 Err 0.2563 top1 7.812 top5 0.781 | Epoch: [72][193/553] Time 2.486 Data 0.001 Err 0.3631 top1 11.719 top5 2.344 | Epoch: [72][194/553] Time 2.437 Data 0.001 Err 0.2039 top1 7.031 top5 0.781 | Epoch: [72][195/553] Time 2.435 Data 0.001 Err 0.3304 top1 7.031 top5 3.906 | Epoch: [72][196/553] Time 2.476 Data 0.001 Err 0.2428 top1 6.250 top5 3.125 | Epoch: [72][197/553] Time 2.453 Data 0.001 Err 0.3183 top1 7.031 top5 1.562 | Epoch: [72][198/553] Time 2.459 Data 0.001 Err 0.2396 top1 8.594 top5 1.562 | Epoch: [72][199/553] Time 2.455 Data 0.000 Err 0.2263 top1 6.250 top5 0.781 | Epoch: [72][200/553] Time 2.435 Data 0.001 Err 0.2148 top1 4.688 top5 2.344 | Epoch: [72][201/553] Time 2.479 Data 0.001 Err 0.2670 top1 7.031 top5 1.562 | Epoch: [72][202/553] Time 2.469 Data 0.001 Err 0.3843 top1 7.812 top5 4.688 | Epoch: [72][203/553] Time 2.479 Data 0.001 Err 0.2768 top1 6.250 top5 1.562 | Epoch: [72][204/553] Time 2.446 Data 0.001 Err 0.1319 top1 4.688 top5 0.000 | Epoch: [72][205/553] Time 2.442 Data 0.001 Err 0.1948 top1 6.250 top5 0.781 | Epoch: [72][206/553] Time 2.471 Data 0.001 Err 0.2368 top1 7.031 top5 2.344 | Epoch: [72][207/553] Time 2.453 Data 0.001 Err 0.1681 top1 4.688 top5 1.562 | Epoch: [72][208/553] Time 2.477 Data 0.001 Err 0.2616 top1 7.812 top5 2.344 | Epoch: [72][209/553] Time 2.441 Data 0.001 Err 0.2181 top1 4.688 top5 1.562 | Epoch: [72][210/553] Time 2.485 Data 0.001 Err 0.2322 top1 5.469 top5 2.344 | Epoch: [72][211/553] Time 2.461 Data 0.001 Err 0.2956 top1 8.594 top5 3.125 | Epoch: [72][212/553] Time 2.445 Data 0.001 Err 0.1651 top1 5.469 top5 0.781 | Epoch: [72][213/553] Time 2.449 Data 0.001 Err 0.2744 top1 7.031 top5 0.781 | Epoch: [72][214/553] Time 2.479 Data 0.001 Err 0.2212 top1 4.688 top5 2.344 | Epoch: [72][215/553] Time 2.461 Data 0.001 Err 0.4182 top1 10.156 top5 4.688 | Epoch: [72][216/553] Time 2.479 Data 0.001 Err 0.2707 top1 7.031 top5 2.344 | Epoch: [72][217/553] Time 2.437 Data 0.002 Err 0.1970 top1 5.469 top5 0.781 | Epoch: [72][218/553] Time 2.470 Data 0.001 Err 0.2616 top1 7.812 top5 1.562 | Epoch: [72][219/553] Time 2.433 Data 0.001 Err 0.2503 top1 7.812 top5 2.344 | Epoch: [72][220/553] Time 2.461 Data 0.001 Err 0.3460 top1 9.375 top5 2.344 | Epoch: [72][221/553] Time 2.448 Data 0.001 Err 0.3150 top1 7.031 top5 3.125 | Epoch: [72][222/553] Time 2.444 Data 0.001 Err 0.3319 top1 10.156 top5 3.906 | Epoch: [72][223/553] Time 2.444 Data 0.001 Err 0.1946 top1 5.469 top5 2.344 | Epoch: [72][224/553] Time 2.479 Data 0.001 Err 0.2538 top1 7.812 top5 1.562 | Epoch: [72][225/553] Time 2.439 Data 0.001 Err 0.3351 top1 10.938 top5 2.344 | Epoch: [72][226/553] Time 2.448 Data 0.001 Err 0.3685 top1 11.719 top5 3.125 | Epoch: [72][227/553] Time 2.453 Data 0.001 Err 0.1795 top1 3.906 top5 2.344 | Epoch: [72][228/553] Time 2.437 Data 0.001 Err 0.1780 top1 3.906 top5 0.781 | Epoch: [72][229/553] Time 2.448 Data 0.001 Err 0.3104 top1 9.375 top5 2.344 | Epoch: [72][230/553] Time 2.510 Data 0.001 Err 0.2964 top1 9.375 top5 3.125 | Epoch: [72][231/553] Time 2.508 Data 0.001 Err 0.2194 top1 5.469 top5 1.562 | Epoch: [72][232/553] Time 2.478 Data 0.000 Err 0.2324 top1 6.250 top5 1.562 | Epoch: [72][233/553] Time 2.433 Data 0.001 Err 0.2628 top1 6.250 top5 2.344 | Epoch: [72][234/553] Time 2.479 Data 0.001 Err 0.2867 top1 6.250 top5 3.125 | Epoch: [72][235/553] Time 2.438 Data 0.001 Err 0.2294 top1 7.031 top5 1.562 | Epoch: [72][236/553] Time 2.452 Data 0.001 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [72][237/553] Time 2.449 Data 0.001 Err 0.2672 top1 7.031 top5 2.344 | Epoch: [72][238/553] Time 2.523 Data 0.001 Err 0.3688 top1 8.594 top5 4.688 | Epoch: [72][239/553] Time 2.470 Data 0.001 Err 0.2283 top1 7.031 top5 1.562 | Epoch: [72][240/553] Time 2.475 Data 0.001 Err 0.1807 top1 3.125 top5 0.000 | Epoch: [72][241/553] Time 2.454 Data 0.001 Err 0.1269 top1 2.344 top5 0.000 | Epoch: [72][242/553] Time 2.469 Data 0.001 Err 0.3915 top1 8.594 top5 3.906 | Epoch: [72][243/553] Time 2.441 Data 0.001 Err 0.3235 top1 8.594 top5 3.125 | Epoch: [72][244/553] Time 2.446 Data 0.001 Err 0.2004 top1 4.688 top5 2.344 | Epoch: [72][245/553] Time 2.435 Data 0.001 Err 0.2272 top1 5.469 top5 1.562 | Epoch: [72][246/553] Time 2.459 Data 0.001 Err 0.3331 top1 9.375 top5 3.125 | Epoch: [72][247/553] Time 2.479 Data 0.001 Err 0.3255 top1 10.156 top5 2.344 | Epoch: [72][248/553] Time 2.448 Data 0.000 Err 0.1512 top1 3.125 top5 0.000 | Epoch: [72][249/553] Time 2.446 Data 0.000 Err 0.3220 top1 7.031 top5 2.344 | Epoch: [72][250/553] Time 2.476 Data 0.001 Err 0.1933 top1 7.031 top5 0.781 | Epoch: [72][251/553] Time 2.491 Data 0.001 Err 0.2051 top1 5.469 top5 0.781 | Epoch: [72][252/553] Time 2.452 Data 0.001 Err 0.3398 top1 10.156 top5 3.125 | Epoch: [72][253/553] Time 2.450 Data 0.001 Err 0.2620 top1 6.250 top5 0.781 | Epoch: [72][254/553] Time 2.438 Data 0.001 Err 0.2784 top1 7.031 top5 1.562 | Epoch: [72][255/553] Time 2.455 Data 0.004 Err 0.3002 top1 7.031 top5 2.344 | Epoch: [72][256/553] Time 2.474 Data 0.001 Err 0.2453 top1 6.250 top5 0.781 | Epoch: [72][257/553] Time 2.441 Data 0.001 Err 0.5366 top1 10.938 top5 6.250 | Epoch: [72][258/553] Time 2.447 Data 0.001 Err 0.3242 top1 8.594 top5 3.125 | Epoch: [72][259/553] Time 2.444 Data 0.001 Err 0.1889 top1 5.469 top5 1.562 | Epoch: [72][260/553] Time 2.447 Data 0.000 Err 0.1917 top1 6.250 top5 0.781 | Epoch: [72][261/553] Time 2.505 Data 0.001 Err 0.1503 top1 3.906 top5 1.562 | Epoch: [72][262/553] Time 2.437 Data 0.001 Err 0.2181 top1 7.031 top5 2.344 | Epoch: [72][263/553] Time 2.447 Data 0.001 Err 0.1636 top1 3.125 top5 1.562 | Epoch: [72][264/553] Time 2.465 Data 0.001 Err 0.2472 top1 8.594 top5 2.344 | Epoch: [72][265/553] Time 2.440 Data 0.001 Err 0.1022 top1 3.125 top5 0.781 | Epoch: [72][266/553] Time 2.449 Data 0.001 Err 0.2786 top1 7.031 top5 3.125 | Epoch: [72][267/553] Time 2.436 Data 0.001 Err 0.2736 top1 7.031 top5 3.125 | Epoch: [72][268/553] Time 2.441 Data 0.001 Err 0.2248 top1 4.688 top5 1.562 | Epoch: [72][269/553] Time 2.444 Data 0.001 Err 0.2589 top1 7.812 top5 2.344 | Epoch: [72][270/553] Time 2.438 Data 0.001 Err 0.2712 top1 8.594 top5 2.344 | Epoch: [72][271/553] Time 2.446 Data 0.001 Err 0.2271 top1 7.031 top5 1.562 | Epoch: [72][272/553] Time 2.477 Data 0.001 Err 0.1528 top1 4.688 top5 1.562 | Epoch: [72][273/553] Time 2.447 Data 0.001 Err 0.3612 top1 10.156 top5 2.344 | Epoch: [72][274/553] Time 2.482 Data 0.003 Err 0.2792 top1 8.594 top5 2.344 | Epoch: [72][275/553] Time 2.466 Data 0.000 Err 0.2996 top1 5.469 top5 3.906 | Epoch: [72][276/553] Time 2.437 Data 0.001 Err 0.3073 top1 8.594 top5 2.344 | Epoch: [72][277/553] Time 2.449 Data 0.001 Err 0.2528 top1 6.250 top5 2.344 | Epoch: [72][278/553] Time 2.469 Data 0.001 Err 0.3862 top1 10.938 top5 3.125 | Epoch: [72][279/553] Time 2.470 Data 0.000 Err 0.2828 top1 9.375 top5 1.562 | Epoch: [72][280/553] Time 2.458 Data 0.001 Err 0.1770 top1 3.906 top5 0.781 | Epoch: [72][281/553] Time 2.442 Data 0.001 Err 0.2740 top1 7.812 top5 1.562 | Epoch: [72][282/553] Time 2.508 Data 0.001 Err 0.1947 top1 9.375 top5 0.781 | Epoch: [72][283/553] Time 2.518 Data 0.001 Err 0.3470 top1 8.594 top5 3.125 | Epoch: [72][284/553] Time 2.444 Data 0.001 Err 0.3337 top1 8.594 top5 3.125 | Epoch: [72][285/553] Time 2.474 Data 0.001 Err 0.2316 top1 7.031 top5 2.344 | Epoch: [72][286/553] Time 2.464 Data 0.001 Err 0.2562 top1 6.250 top5 0.781 | Epoch: [72][287/553] Time 2.467 Data 0.000 Err 0.3459 top1 7.812 top5 3.906 | Epoch: [72][288/553] Time 2.474 Data 0.001 Err 0.1372 top1 3.906 top5 0.781 | Epoch: [72][289/553] Time 2.443 Data 0.001 Err 0.2686 top1 7.031 top5 2.344 | Epoch: [72][290/553] Time 2.451 Data 0.001 Err 0.0967 top1 2.344 top5 0.000 | Epoch: [72][291/553] Time 2.522 Data 0.000 Err 0.2112 top1 6.250 top5 0.781 | Epoch: [72][292/553] Time 2.470 Data 0.001 Err 0.3068 top1 5.469 top5 3.125 | Epoch: [72][293/553] Time 2.438 Data 0.001 Err 0.2598 top1 6.250 top5 1.562 | Epoch: [72][294/553] Time 2.498 Data 0.001 Err 0.2933 top1 7.812 top5 1.562 | Epoch: [72][295/553] Time 2.457 Data 0.001 Err 0.2793 top1 6.250 top5 2.344 | Epoch: [72][296/553] Time 2.473 Data 0.001 Err 0.3208 top1 6.250 top5 3.906 | Epoch: [72][297/553] Time 2.440 Data 0.001 Err 0.2428 top1 6.250 top5 1.562 | Epoch: [72][298/553] Time 2.505 Data 0.000 Err 0.1353 top1 3.125 top5 0.781 | Epoch: [72][299/553] Time 2.508 Data 0.001 Err 0.1779 top1 4.688 top5 0.781 | Epoch: [72][300/553] Time 2.494 Data 0.001 Err 0.2394 top1 5.469 top5 1.562 | Epoch: [72][301/553] Time 2.449 Data 0.000 Err 0.1911 top1 6.250 top5 0.781 | Epoch: [72][302/553] Time 2.468 Data 0.001 Err 0.1400 top1 4.688 top5 0.000 | Epoch: [72][303/553] Time 2.441 Data 0.001 Err 0.1843 top1 6.250 top5 0.000 | Epoch: [72][304/553] Time 2.476 Data 0.001 Err 0.1819 top1 4.688 top5 1.562 | Epoch: [72][305/553] Time 2.473 Data 0.001 Err 0.3547 top1 9.375 top5 3.906 | Epoch: [72][306/553] Time 2.509 Data 0.001 Err 0.2711 top1 6.250 top5 1.562 | Epoch: [72][307/553] Time 2.517 Data 0.001 Err 0.2251 top1 6.250 top5 1.562 | Epoch: [72][308/553] Time 2.523 Data 0.001 Err 0.2213 top1 4.688 top5 3.125 | Epoch: [72][309/553] Time 2.440 Data 0.001 Err 0.4936 top1 10.938 top5 3.906 | Epoch: [72][310/553] Time 2.465 Data 0.001 Err 0.2124 top1 6.250 top5 1.562 | Epoch: [72][311/553] Time 2.436 Data 0.001 Err 0.3077 top1 7.031 top5 2.344 | Epoch: [72][312/553] Time 2.474 Data 0.001 Err 0.1365 top1 3.906 top5 1.562 | Epoch: [72][313/553] Time 2.439 Data 0.001 Err 0.1896 top1 5.469 top5 0.781 | Epoch: [72][314/553] Time 2.475 Data 0.001 Err 0.2718 top1 6.250 top5 2.344 | Epoch: [72][315/553] Time 2.451 Data 0.001 Err 0.1996 top1 6.250 top5 1.562 | Epoch: [72][316/553] Time 2.464 Data 0.001 Err 0.4311 top1 7.812 top5 5.469 | Epoch: [72][317/553] Time 2.482 Data 0.001 Err 0.3085 top1 7.031 top5 3.906 | Epoch: [72][318/553] Time 2.465 Data 0.001 Err 0.1930 top1 6.250 top5 1.562 | Epoch: [72][319/553] Time 2.439 Data 0.001 Err 0.1830 top1 3.125 top5 1.562 | Epoch: [72][320/553] Time 2.471 Data 0.001 Err 0.2275 top1 6.250 top5 1.562 | Epoch: [72][321/553] Time 2.437 Data 0.001 Err 0.2324 top1 6.250 top5 1.562 | Epoch: [72][322/553] Time 2.477 Data 0.001 Err 0.2449 top1 4.688 top5 2.344 | Epoch: [72][323/553] Time 2.465 Data 0.001 Err 0.3165 top1 8.594 top5 0.781 | Epoch: [72][324/553] Time 2.500 Data 0.001 Err 0.2833 top1 7.812 top5 3.906 | Epoch: [72][325/553] Time 2.440 Data 0.001 Err 0.1764 top1 5.469 top5 0.781 | Epoch: [72][326/553] Time 2.484 Data 0.001 Err 0.2392 top1 6.250 top5 1.562 | Epoch: [72][327/553] Time 2.444 Data 0.001 Err 0.1426 top1 1.562 top5 1.562 | Epoch: [72][328/553] Time 2.463 Data 0.001 Err 0.1913 top1 3.906 top5 1.562 | Epoch: [72][329/553] Time 2.439 Data 0.001 Err 0.3475 top1 7.812 top5 3.906 | Epoch: [72][330/553] Time 2.467 Data 0.001 Err 0.3080 top1 8.594 top5 3.906 | Epoch: [72][331/553] Time 2.453 Data 0.001 Err 0.1980 top1 5.469 top5 0.000 | Epoch: [72][332/553] Time 2.465 Data 0.001 Err 0.3988 top1 11.719 top5 3.906 | Epoch: [72][333/553] Time 2.481 Data 0.001 Err 0.3197 top1 9.375 top5 2.344 | Epoch: [72][334/553] Time 2.497 Data 0.001 Err 0.2417 top1 7.812 top5 1.562 | Epoch: [72][335/553] Time 2.442 Data 0.001 Err 0.1375 top1 3.906 top5 1.562 | Epoch: [72][336/553] Time 2.444 Data 0.001 Err 0.2663 top1 7.812 top5 2.344 | Epoch: [72][337/553] Time 2.441 Data 0.001 Err 0.1899 top1 7.031 top5 2.344 | Epoch: [72][338/553] Time 2.473 Data 0.001 Err 0.3126 top1 8.594 top5 3.125 | Epoch: [72][339/553] Time 2.437 Data 0.001 Err 0.1799 top1 7.031 top5 0.781 | Epoch: [72][340/553] Time 2.443 Data 0.001 Err 0.1596 top1 4.688 top5 1.562 | Epoch: [72][341/553] Time 2.497 Data 0.001 Err 0.2485 top1 6.250 top5 3.125 | Epoch: [72][342/553] Time 2.447 Data 0.001 Err 0.1261 top1 3.125 top5 0.781 | Epoch: [72][343/553] Time 2.451 Data 0.001 Err 0.1801 top1 4.688 top5 0.781 | Epoch: [72][344/553] Time 2.440 Data 0.001 Err 0.2373 top1 8.594 top5 1.562 | Epoch: [72][345/553] Time 2.449 Data 0.001 Err 0.1934 top1 5.469 top5 1.562 | Epoch: [72][346/553] Time 2.439 Data 0.001 Err 0.1558 top1 5.469 top5 0.000 | Epoch: [72][347/553] Time 2.468 Data 0.001 Err 0.2409 top1 7.031 top5 1.562 | Epoch: [72][348/553] Time 2.465 Data 0.001 Err 0.3722 top1 10.156 top5 3.125 | Epoch: [72][349/553] Time 2.448 Data 0.001 Err 0.1647 top1 5.469 top5 1.562 | Epoch: [72][350/553] Time 2.439 Data 0.001 Err 0.2832 top1 7.031 top5 1.562 | Epoch: [72][351/553] Time 2.462 Data 0.001 Err 0.2109 top1 4.688 top5 0.781 | Epoch: [72][352/553] Time 2.441 Data 0.001 Err 0.2243 top1 4.688 top5 1.562 | Epoch: [72][353/553] Time 2.480 Data 0.000 Err 0.1961 top1 3.125 top5 0.781 | Epoch: [72][354/553] Time 2.455 Data 0.001 Err 0.3137 top1 8.594 top5 3.125 | Epoch: [72][355/553] Time 2.447 Data 0.000 Err 0.2336 top1 7.031 top5 1.562 | Epoch: [72][356/553] Time 2.438 Data 0.001 Err 0.2337 top1 5.469 top5 0.781 | Epoch: [72][357/553] Time 2.472 Data 0.000 Err 0.1779 top1 4.688 top5 0.781 | Epoch: [72][358/553] Time 2.445 Data 0.001 Err 0.1867 top1 4.688 top5 0.000 | Epoch: [72][359/553] Time 2.479 Data 0.001 Err 0.2625 top1 7.031 top5 1.562 | Epoch: [72][360/553] Time 2.464 Data 0.001 Err 0.1317 top1 3.125 top5 0.000 | Epoch: [72][361/553] Time 2.441 Data 0.001 Err 0.2548 top1 7.031 top5 1.562 | Epoch: [72][362/553] Time 2.454 Data 0.001 Err 0.2134 top1 5.469 top5 0.781 | Epoch: [72][363/553] Time 2.442 Data 0.001 Err 0.2205 top1 5.469 top5 2.344 | Epoch: [72][364/553] Time 2.437 Data 0.001 Err 0.2747 top1 7.031 top5 0.000 | Epoch: [72][365/553] Time 2.456 Data 0.001 Err 0.2138 top1 5.469 top5 2.344 | Epoch: [72][366/553] Time 2.444 Data 0.001 Err 0.1609 top1 3.906 top5 3.125 | Epoch: [72][367/553] Time 2.463 Data 0.001 Err 0.2622 top1 7.812 top5 2.344 | Epoch: [72][368/553] Time 2.475 Data 0.001 Err 0.2104 top1 7.031 top5 1.562 | Epoch: [72][369/553] Time 2.469 Data 0.001 Err 0.2021 top1 5.469 top5 1.562 | Epoch: [72][370/553] Time 2.460 Data 0.001 Err 0.2536 top1 2.344 top5 2.344 | Epoch: [72][371/553] Time 2.437 Data 0.001 Err 0.2031 top1 5.469 top5 1.562 | Epoch: [72][372/553] Time 2.454 Data 0.000 Err 0.2016 top1 5.469 top5 0.781 | Epoch: [72][373/553] Time 2.450 Data 0.001 Err 0.2330 top1 4.688 top5 2.344 | Epoch: [72][374/553] Time 2.448 Data 0.001 Err 0.1900 top1 7.031 top5 0.781 | Epoch: [72][375/553] Time 2.462 Data 0.001 Err 0.2742 top1 5.469 top5 1.562 | Epoch: [72][376/553] Time 2.438 Data 0.001 Err 0.1406 top1 3.125 top5 0.000 | Epoch: [72][377/553] Time 2.451 Data 0.001 Err 0.1784 top1 2.344 top5 0.781 | Epoch: [72][378/553] Time 2.450 Data 0.001 Err 0.1641 top1 2.344 top5 0.781 | Epoch: [72][379/553] Time 2.444 Data 0.001 Err 0.3516 top1 8.594 top5 2.344 | Epoch: [72][380/553] Time 2.473 Data 0.001 Err 0.2925 top1 8.594 top5 2.344 | Epoch: [72][381/553] Time 2.440 Data 0.001 Err 0.3127 top1 9.375 top5 3.125 | Epoch: [72][382/553] Time 2.501 Data 0.001 Err 0.2352 top1 4.688 top5 2.344 | Epoch: [72][383/553] Time 2.443 Data 0.001 Err 0.2389 top1 7.031 top5 1.562 | Epoch: [72][384/553] Time 2.479 Data 0.001 Err 0.2139 top1 4.688 top5 1.562 | Epoch: [72][385/553] Time 2.442 Data 0.001 Err 0.2148 top1 4.688 top5 1.562 | Epoch: [72][386/553] Time 2.471 Data 0.001 Err 0.2254 top1 7.812 top5 2.344 | Epoch: [72][387/553] Time 2.472 Data 0.001 Err 0.2283 top1 7.031 top5 0.781 | Epoch: [72][388/553] Time 2.472 Data 0.001 Err 0.1692 top1 5.469 top5 1.562 | Epoch: [72][389/553] Time 2.450 Data 0.001 Err 0.1853 top1 4.688 top5 1.562 | Epoch: [72][390/553] Time 2.503 Data 0.001 Err 0.1592 top1 5.469 top5 0.000 | Epoch: [72][391/553] Time 2.482 Data 0.000 Err 0.3260 top1 7.812 top5 4.688 | Epoch: [72][392/553] Time 2.446 Data 0.001 Err 0.1907 top1 4.688 top5 1.562 | Epoch: [72][393/553] Time 2.450 Data 0.001 Err 0.1838 top1 4.688 top5 1.562 | Epoch: [72][394/553] Time 2.464 Data 0.001 Err 0.1965 top1 7.031 top5 0.781 | Epoch: [72][395/553] Time 2.454 Data 0.001 Err 0.3010 top1 8.594 top5 3.125 | Epoch: [72][396/553] Time 2.453 Data 0.001 Err 0.2928 top1 7.031 top5 1.562 | Epoch: [72][397/553] Time 2.445 Data 0.001 Err 0.3370 top1 8.594 top5 1.562 | Epoch: [72][398/553] Time 2.442 Data 0.001 Err 0.1858 top1 6.250 top5 1.562 | Epoch: [72][399/553] Time 2.479 Data 0.001 Err 0.2409 top1 7.812 top5 1.562 | Epoch: [72][400/553] Time 2.434 Data 0.001 Err 0.3374 top1 8.594 top5 2.344 | Epoch: [72][401/553] Time 2.488 Data 0.001 Err 0.1811 top1 4.688 top5 1.562 | Epoch: [72][402/553] Time 2.451 Data 0.001 Err 0.2476 top1 7.031 top5 2.344 | Epoch: [72][403/553] Time 2.446 Data 0.001 Err 0.1776 top1 5.469 top5 0.000 | Epoch: [72][404/553] Time 2.448 Data 0.001 Err 0.2030 top1 6.250 top5 1.562 | Epoch: [72][405/553] Time 2.446 Data 0.001 Err 0.2001 top1 5.469 top5 0.000 | Epoch: [72][406/553] Time 2.479 Data 0.001 Err 0.2275 top1 6.250 top5 1.562 | Epoch: [72][407/553] Time 2.483 Data 0.001 Err 0.3617 top1 7.812 top5 2.344 | Epoch: [72][408/553] Time 2.445 Data 0.001 Err 0.2317 top1 5.469 top5 2.344 | Epoch: [72][409/553] Time 2.439 Data 0.001 Err 0.2761 top1 6.250 top5 2.344 | Epoch: [72][410/553] Time 2.438 Data 0.001 Err 0.1806 top1 4.688 top5 1.562 | Epoch: [72][411/553] Time 2.452 Data 0.001 Err 0.1846 top1 4.688 top5 0.781 | Epoch: [72][412/553] Time 2.443 Data 0.001 Err 0.2534 top1 7.031 top5 2.344 | Epoch: [72][413/553] Time 2.442 Data 0.001 Err 0.3457 top1 9.375 top5 3.906 | Epoch: [72][414/553] Time 2.482 Data 0.001 Err 0.3538 top1 8.594 top5 3.906 | Epoch: [72][415/553] Time 2.439 Data 0.001 Err 0.2684 top1 8.594 top5 1.562 | Epoch: [72][416/553] Time 2.463 Data 0.001 Err 0.2728 top1 7.812 top5 1.562 | Epoch: [72][417/553] Time 2.443 Data 0.001 Err 0.1671 top1 3.125 top5 0.781 | Epoch: [72][418/553] Time 2.445 Data 0.001 Err 0.2408 top1 7.031 top5 1.562 | Epoch: [72][419/553] Time 2.435 Data 0.001 Err 0.2681 top1 8.594 top5 2.344 | Epoch: [72][420/553] Time 2.474 Data 0.001 Err 0.2423 top1 10.156 top5 0.781 | Epoch: [72][421/553] Time 2.444 Data 0.001 Err 0.2348 top1 7.031 top5 1.562 | Epoch: [72][422/553] Time 2.476 Data 0.001 Err 0.2156 top1 6.250 top5 0.781 | Epoch: [72][423/553] Time 2.454 Data 0.001 Err 0.3852 top1 8.594 top5 3.906 | Epoch: [72][424/553] Time 2.448 Data 0.001 Err 0.2076 top1 4.688 top5 1.562 | Epoch: [72][425/553] Time 2.441 Data 0.001 Err 0.3504 top1 7.812 top5 3.906 | Epoch: [72][426/553] Time 2.472 Data 0.003 Err 0.3274 top1 7.812 top5 3.906 | Epoch: [72][427/553] Time 2.458 Data 0.001 Err 0.2733 top1 7.031 top5 0.781 | Epoch: [72][428/553] Time 2.444 Data 0.000 Err 0.2584 top1 5.469 top5 2.344 | Epoch: [72][429/553] Time 2.443 Data 0.001 Err 0.2537 top1 6.250 top5 0.781 | Epoch: [72][430/553] Time 2.446 Data 0.001 Err 0.2205 top1 4.688 top5 1.562 | Epoch: [72][431/553] Time 2.455 Data 0.001 Err 0.1930 top1 4.688 top5 0.000 | Epoch: [72][432/553] Time 2.472 Data 0.001 Err 0.2178 top1 6.250 top5 3.125 | Epoch: [72][433/553] Time 2.442 Data 0.001 Err 0.1759 top1 4.688 top5 0.781 | Epoch: [72][434/553] Time 2.475 Data 0.001 Err 0.2268 top1 5.469 top5 1.562 | Epoch: [72][435/553] Time 2.433 Data 0.001 Err 0.3248 top1 9.375 top5 2.344 | Epoch: [72][436/553] Time 2.452 Data 0.001 Err 0.1955 top1 3.125 top5 1.562 | Epoch: [72][437/553] Time 2.495 Data 0.001 Err 0.3077 top1 8.594 top5 3.906 | Epoch: [72][438/553] Time 2.489 Data 0.001 Err 0.1633 top1 3.906 top5 1.562 | Epoch: [72][439/553] Time 2.439 Data 0.001 Err 0.2421 top1 6.250 top5 0.781 | Epoch: [72][440/553] Time 2.457 Data 0.001 Err 0.2235 top1 4.688 top5 3.125 | Epoch: [72][441/553] Time 2.495 Data 0.001 Err 0.1284 top1 3.906 top5 0.781 | Epoch: [72][442/553] Time 2.437 Data 0.001 Err 0.1759 top1 3.125 top5 0.781 | Epoch: [72][443/553] Time 2.452 Data 0.001 Err 0.2335 top1 5.469 top5 1.562 | Epoch: [72][444/553] Time 2.441 Data 0.001 Err 0.3988 top1 10.156 top5 4.688 | Epoch: [72][445/553] Time 2.446 Data 0.002 Err 0.3613 top1 9.375 top5 1.562 | Epoch: [72][446/553] Time 2.476 Data 0.001 Err 0.2478 top1 5.469 top5 0.781 | Epoch: [72][447/553] Time 2.460 Data 0.001 Err 0.2298 top1 5.469 top5 2.344 | Epoch: [72][448/553] Time 2.438 Data 0.000 Err 0.1543 top1 4.688 top5 1.562 | Epoch: [72][449/553] Time 2.468 Data 0.001 Err 0.2510 top1 4.688 top5 2.344 | Epoch: [72][450/553] Time 2.450 Data 0.001 Err 0.3552 top1 10.938 top5 2.344 | Epoch: [72][451/553] Time 2.483 Data 0.001 Err 0.1374 top1 5.469 top5 0.000 | Epoch: [72][452/553] Time 2.475 Data 0.001 Err 0.3014 top1 8.594 top5 3.906 | Epoch: [72][453/553] Time 2.474 Data 0.001 Err 0.2819 top1 6.250 top5 2.344 | Epoch: [72][454/553] Time 2.474 Data 0.001 Err 0.2237 top1 7.031 top5 2.344 | Epoch: [72][455/553] Time 2.476 Data 0.001 Err 0.2013 top1 6.250 top5 1.562 | Epoch: [72][456/553] Time 2.443 Data 0.001 Err 0.1786 top1 3.906 top5 1.562 | Epoch: [72][457/553] Time 2.445 Data 0.001 Err 0.2674 top1 5.469 top5 3.125 | Epoch: [72][458/553] Time 2.448 Data 0.001 Err 0.1402 top1 2.344 top5 0.781 | Epoch: [72][459/553] Time 2.441 Data 0.001 Err 0.2605 top1 8.594 top5 1.562 | Epoch: [72][460/553] Time 2.455 Data 0.001 Err 0.1959 top1 6.250 top5 1.562 | Epoch: [72][461/553] Time 2.480 Data 0.001 Err 0.2894 top1 7.812 top5 3.125 | Epoch: [72][462/553] Time 2.472 Data 0.001 Err 0.3186 top1 10.156 top5 2.344 | Epoch: [72][463/553] Time 2.443 Data 0.001 Err 0.1864 top1 4.688 top5 0.781 | Epoch: [72][464/553] Time 2.439 Data 0.006 Err 0.2485 top1 4.688 top5 1.562 | Epoch: [72][465/553] Time 2.437 Data 0.000 Err 0.1820 top1 5.469 top5 0.781 | Epoch: [72][466/553] Time 2.473 Data 0.001 Err 0.3356 top1 10.156 top5 2.344 | Epoch: [72][467/553] Time 2.431 Data 0.001 Err 0.2419 top1 6.250 top5 2.344 | Epoch: [72][468/553] Time 2.444 Data 0.000 Err 0.3696 top1 7.812 top5 3.906 | Epoch: [72][469/553] Time 2.445 Data 0.001 Err 0.2792 top1 5.469 top5 2.344 | Epoch: [72][470/553] Time 2.482 Data 0.001 Err 0.3412 top1 10.938 top5 3.906 | Epoch: [72][471/553] Time 2.442 Data 0.001 Err 0.3082 top1 6.250 top5 3.125 | Epoch: [72][472/553] Time 2.453 Data 0.001 Err 0.3440 top1 9.375 top5 1.562 | Epoch: [72][473/553] Time 2.438 Data 0.001 Err 0.2212 top1 4.688 top5 2.344 | Epoch: [72][474/553] Time 2.528 Data 0.001 Err 0.2583 top1 7.812 top5 0.781 | Epoch: [72][475/553] Time 2.472 Data 0.000 Err 0.1452 top1 2.344 top5 0.000 | Epoch: [72][476/553] Time 2.516 Data 0.001 Err 0.2329 top1 6.250 top5 3.125 | Epoch: [72][477/553] Time 2.474 Data 0.000 Err 0.2382 top1 6.250 top5 2.344 | Epoch: [72][478/553] Time 2.475 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [72][479/553] Time 2.454 Data 0.001 Err 0.2097 top1 7.031 top5 1.562 | Epoch: [72][480/553] Time 2.473 Data 0.001 Err 0.1687 top1 6.250 top5 0.781 | Epoch: [72][481/553] Time 2.437 Data 0.001 Err 0.2366 top1 7.812 top5 0.781 | Epoch: [72][482/553] Time 2.440 Data 0.001 Err 0.2256 top1 7.031 top5 0.781 | Epoch: [72][483/553] Time 2.470 Data 0.001 Err 0.2017 top1 3.906 top5 1.562 | Epoch: [72][484/553] Time 2.467 Data 0.001 Err 0.2268 top1 6.250 top5 2.344 | Epoch: [72][485/553] Time 2.435 Data 0.001 Err 0.2243 top1 5.469 top5 1.562 | Epoch: [72][486/553] Time 2.478 Data 0.001 Err 0.1948 top1 4.688 top5 1.562 | Epoch: [72][487/553] Time 2.444 Data 0.001 Err 0.2387 top1 4.688 top5 2.344 | Epoch: [72][488/553] Time 2.438 Data 0.001 Err 0.2388 top1 6.250 top5 1.562 | Epoch: [72][489/553] Time 2.438 Data 0.001 Err 0.1284 top1 2.344 top5 0.781 | Epoch: [72][490/553] Time 2.440 Data 0.001 Err 0.2052 top1 7.031 top5 1.562 | Epoch: [72][491/553] Time 2.449 Data 0.001 Err 0.3589 top1 7.812 top5 4.688 | Epoch: [72][492/553] Time 2.477 Data 0.001 Err 0.0884 top1 0.781 top5 0.781 | Epoch: [72][493/553] Time 2.465 Data 0.003 Err 0.2294 top1 6.250 top5 1.562 | Epoch: [72][494/553] Time 2.510 Data 0.001 Err 0.2560 top1 7.812 top5 3.125 | Epoch: [72][495/553] Time 2.440 Data 0.001 Err 0.3446 top1 8.594 top5 4.688 | Epoch: [72][496/553] Time 2.437 Data 0.001 Err 0.3069 top1 9.375 top5 1.562 | Epoch: [72][497/553] Time 2.468 Data 0.001 Err 0.1970 top1 6.250 top5 0.000 | Epoch: [72][498/553] Time 2.447 Data 0.001 Err 0.2805 top1 7.031 top5 0.781 | Epoch: [72][499/553] Time 2.476 Data 0.001 Err 0.3009 top1 6.250 top5 2.344 | Epoch: [72][500/553] Time 2.432 Data 0.001 Err 0.2131 top1 5.469 top5 0.781 | Epoch: [72][501/553] Time 2.435 Data 0.001 Err 0.2816 top1 8.594 top5 1.562 | Epoch: [72][502/553] Time 2.487 Data 0.001 Err 0.3406 top1 7.812 top5 3.906 | Epoch: [72][503/553] Time 2.473 Data 0.001 Err 0.3836 top1 9.375 top5 3.906 | Epoch: [72][504/553] Time 2.444 Data 0.001 Err 0.2022 top1 6.250 top5 1.562 | Epoch: [72][505/553] Time 2.484 Data 0.001 Err 0.2077 top1 3.906 top5 1.562 | Epoch: [72][506/553] Time 2.473 Data 0.001 Err 0.2500 top1 5.469 top5 1.562 | Epoch: [72][507/553] Time 2.448 Data 0.000 Err 0.2851 top1 8.594 top5 3.125 | Epoch: [72][508/553] Time 2.439 Data 0.001 Err 0.1898 top1 6.250 top5 0.000 | Epoch: [72][509/553] Time 2.480 Data 0.001 Err 0.3256 top1 10.156 top5 3.125 | Epoch: [72][510/553] Time 2.446 Data 0.003 Err 0.1390 top1 4.688 top5 0.781 | Epoch: [72][511/553] Time 2.440 Data 0.001 Err 0.3704 top1 8.594 top5 3.125 | Epoch: [72][512/553] Time 2.455 Data 0.001 Err 0.2211 top1 8.594 top5 0.781 | Epoch: [72][513/553] Time 2.439 Data 0.001 Err 0.3704 top1 7.812 top5 5.469 | Epoch: [72][514/553] Time 2.452 Data 0.001 Err 0.3032 top1 9.375 top5 0.781 | Epoch: [72][515/553] Time 2.449 Data 0.001 Err 0.2340 top1 4.688 top5 2.344 | Epoch: [72][516/553] Time 2.455 Data 0.001 Err 0.2658 top1 7.812 top5 1.562 | Epoch: [72][517/553] Time 2.439 Data 0.001 Err 0.3234 top1 6.250 top5 2.344 | Epoch: [72][518/553] Time 2.435 Data 0.001 Err 0.2938 top1 8.594 top5 0.781 | Epoch: [72][519/553] Time 2.433 Data 0.001 Err 0.2532 top1 5.469 top5 3.125 | Epoch: [72][520/553] Time 2.462 Data 0.001 Err 0.3713 top1 7.812 top5 4.688 | Epoch: [72][521/553] Time 2.446 Data 0.005 Err 0.1801 top1 6.250 top5 0.781 | Epoch: [72][522/553] Time 2.473 Data 0.000 Err 0.2372 top1 6.250 top5 0.781 | Epoch: [72][523/553] Time 2.450 Data 0.001 Err 0.1863 top1 7.031 top5 0.781 | Epoch: [72][524/553] Time 2.442 Data 0.001 Err 0.3538 top1 8.594 top5 3.906 | Epoch: [72][525/553] Time 2.463 Data 0.001 Err 0.4634 top1 10.156 top5 3.906 | Epoch: [72][526/553] Time 2.480 Data 0.000 Err 0.1908 top1 3.906 top5 0.781 | Epoch: [72][527/553] Time 2.437 Data 0.001 Err 0.2529 top1 6.250 top5 0.781 | Epoch: [72][528/553] Time 2.510 Data 0.001 Err 0.3260 top1 9.375 top5 2.344 | Epoch: [72][529/553] Time 2.445 Data 0.001 Err 0.2034 top1 7.031 top5 1.562 | Epoch: [72][530/553] Time 2.522 Data 0.001 Err 0.3407 top1 7.812 top5 3.906 | Epoch: [72][531/553] Time 2.480 Data 0.001 Err 0.2021 top1 5.469 top5 0.781 | Epoch: [72][532/553] Time 2.438 Data 0.001 Err 0.3069 top1 10.156 top5 3.125 | Epoch: [72][533/553] Time 2.450 Data 0.000 Err 0.2343 top1 4.688 top5 3.125 | Epoch: [72][534/553] Time 2.437 Data 0.001 Err 0.2338 top1 7.812 top5 0.781 | Epoch: [72][535/553] Time 2.465 Data 0.001 Err 0.2314 top1 5.469 top5 1.562 | Epoch: [72][536/553] Time 2.441 Data 0.001 Err 0.1938 top1 5.469 top5 0.781 | Epoch: [72][537/553] Time 2.461 Data 0.001 Err 0.3236 top1 10.156 top5 1.562 | Epoch: [72][538/553] Time 2.471 Data 0.001 Err 0.1742 top1 4.688 top5 2.344 | Epoch: [72][539/553] Time 2.475 Data 0.001 Err 0.2747 top1 6.250 top5 3.125 | Epoch: [72][540/553] Time 2.483 Data 0.001 Err 0.2095 top1 7.031 top5 1.562 | Epoch: [72][541/553] Time 2.472 Data 0.001 Err 0.3391 top1 8.594 top5 2.344 | Epoch: [72][542/553] Time 2.466 Data 0.001 Err 0.3771 top1 9.375 top5 0.781 | Epoch: [72][543/553] Time 2.453 Data 0.000 Err 0.2491 top1 7.031 top5 0.781 | Epoch: [72][544/553] Time 2.491 Data 0.000 Err 0.3005 top1 8.594 top5 0.781 | Epoch: [72][545/553] Time 2.476 Data 0.000 Err 0.2014 top1 5.469 top5 1.562 | Epoch: [72][546/553] Time 2.438 Data 0.000 Err 0.1711 top1 4.688 top5 1.562 | Epoch: [72][547/553] Time 2.443 Data 0.000 Err 0.3529 top1 9.375 top5 2.344 | Epoch: [72][548/553] Time 2.441 Data 0.000 Err 0.2477 top1 7.031 top5 2.344 | Epoch: [72][549/553] Time 2.476 Data 0.000 Err 0.2356 top1 8.594 top5 1.562 | Epoch: [72][550/553] Time 2.444 Data 0.000 Err 0.2669 top1 7.812 top5 2.344 | Epoch: [72][551/553] Time 2.449 Data 0.000 Err 0.2380 top1 6.250 top5 0.000 | Epoch: [72][552/553] Time 2.446 Data 0.001 Err 0.1432 top1 3.906 top5 0.781 | Epoch: [72][553/553] Time 1.026 Data 0.000 Err 0.5854 top1 18.182 top5 6.818 | Test: [72][1/198] Time 2.251 Data 1.530 top1 14.844 ( 14.844) top5 1.562 ( 1.562) | Test: [72][2/198] Time 0.723 Data 0.001 top1 15.625 ( 15.234) top5 4.688 ( 3.125) | Test: [72][3/198] Time 0.716 Data 0.000 top1 14.062 ( 14.844) top5 3.125 ( 3.125) | Test: [72][4/198] Time 0.720 Data 0.001 top1 10.938 ( 13.867) top5 3.125 ( 3.125) | Test: [72][5/198] Time 0.712 Data 0.001 top1 15.625 ( 14.219) top5 6.250 ( 3.750) | Test: [72][6/198] Time 0.721 Data 0.001 top1 10.938 ( 13.672) top5 1.562 ( 3.385) | Test: [72][7/198] Time 0.715 Data 0.001 top1 10.156 ( 13.170) top5 1.562 ( 3.125) | Test: [72][8/198] Time 0.726 Data 0.003 top1 11.719 ( 12.988) top5 2.344 ( 3.027) | Test: [72][9/198] Time 0.720 Data 0.001 top1 10.938 ( 12.760) top5 1.562 ( 2.865) | Test: [72][10/198] Time 0.714 Data 0.001 top1 12.500 ( 12.734) top5 3.125 ( 2.891) | Test: [72][11/198] Time 0.721 Data 0.001 top1 9.375 ( 12.429) top5 0.781 ( 2.699) | Test: [72][12/198] Time 0.718 Data 0.001 top1 13.281 ( 12.500) top5 3.125 ( 2.734) | Test: [72][13/198] Time 0.729 Data 0.001 top1 11.719 ( 12.440) top5 2.344 ( 2.704) | Test: [72][14/198] Time 0.715 Data 0.001 top1 12.500 ( 12.444) top5 4.688 ( 2.846) | Test: [72][15/198] Time 0.725 Data 0.001 top1 14.062 ( 12.552) top5 3.125 ( 2.865) | Test: [72][16/198] Time 0.727 Data 0.001 top1 13.281 ( 12.598) top5 0.781 ( 2.734) | Test: [72][17/198] Time 0.720 Data 0.001 top1 14.062 ( 12.684) top5 0.781 ( 2.619) | Test: [72][18/198] Time 0.722 Data 0.001 top1 12.500 ( 12.674) top5 2.344 ( 2.604) | Test: [72][19/198] Time 0.725 Data 0.001 top1 13.281 ( 12.706) top5 1.562 ( 2.549) | Test: [72][20/198] Time 0.723 Data 0.001 top1 8.594 ( 12.500) top5 2.344 ( 2.539) | Test: [72][21/198] Time 0.716 Data 0.001 top1 16.406 ( 12.686) top5 3.125 ( 2.567) | Test: [72][22/198] Time 0.720 Data 0.001 top1 10.156 ( 12.571) top5 3.906 ( 2.628) | Test: [72][23/198] Time 0.726 Data 0.001 top1 7.031 ( 12.330) top5 0.000 ( 2.514) | Test: [72][24/198] Time 0.730 Data 0.001 top1 14.844 ( 12.435) top5 3.906 ( 2.572) | Test: [72][25/198] Time 0.726 Data 0.001 top1 10.156 ( 12.344) top5 3.906 ( 2.625) | Test: [72][26/198] Time 0.717 Data 0.001 top1 14.844 ( 12.440) top5 3.906 ( 2.674) | Test: [72][27/198] Time 0.723 Data 0.001 top1 10.938 ( 12.384) top5 1.562 ( 2.633) | Test: [72][28/198] Time 0.728 Data 0.001 top1 9.375 ( 12.277) top5 2.344 ( 2.623) | Test: [72][29/198] Time 0.723 Data 0.001 top1 10.156 ( 12.204) top5 1.562 ( 2.586) | Test: [72][30/198] Time 0.753 Data 0.001 top1 10.156 ( 12.135) top5 3.125 ( 2.604) | Test: [72][31/198] Time 0.745 Data 0.002 top1 11.719 ( 12.122) top5 0.781 ( 2.545) | Test: [72][32/198] Time 0.721 Data 0.001 top1 10.938 ( 12.085) top5 1.562 ( 2.515) | Test: [72][33/198] Time 0.715 Data 0.001 top1 11.719 ( 12.074) top5 2.344 ( 2.509) | Test: [72][34/198] Time 0.729 Data 0.001 top1 16.406 ( 12.201) top5 7.031 ( 2.642) | Test: [72][35/198] Time 0.715 Data 0.001 top1 14.844 ( 12.277) top5 2.344 ( 2.634) | Test: [72][36/198] Time 0.725 Data 0.001 top1 9.375 ( 12.196) top5 3.125 ( 2.648) | Test: [72][37/198] Time 0.721 Data 0.007 top1 13.281 ( 12.226) top5 0.781 ( 2.597) | Test: [72][38/198] Time 0.723 Data 0.001 top1 11.719 ( 12.212) top5 3.125 ( 2.611) | Test: [72][39/198] Time 0.716 Data 0.001 top1 10.156 ( 12.159) top5 3.125 ( 2.624) | Test: [72][40/198] Time 0.715 Data 0.001 top1 12.500 ( 12.168) top5 3.906 ( 2.656) | Test: [72][41/198] Time 0.716 Data 0.001 top1 12.500 ( 12.176) top5 2.344 ( 2.649) | Test: [72][42/198] Time 0.731 Data 0.001 top1 17.188 ( 12.295) top5 2.344 ( 2.641) | Test: [72][43/198] Time 0.734 Data 0.001 top1 17.188 ( 12.409) top5 5.469 ( 2.707) | Test: [72][44/198] Time 0.720 Data 0.001 top1 17.188 ( 12.518) top5 4.688 ( 2.752) | Test: [72][45/198] Time 0.714 Data 0.001 top1 9.375 ( 12.448) top5 0.781 ( 2.708) | Test: [72][46/198] Time 0.723 Data 0.001 top1 6.250 ( 12.313) top5 0.781 ( 2.666) | Test: [72][47/198] Time 0.719 Data 0.000 top1 11.719 ( 12.301) top5 3.125 ( 2.676) | Test: [72][48/198] Time 0.741 Data 0.000 top1 10.156 ( 12.256) top5 0.000 ( 2.620) | Test: [72][49/198] Time 0.740 Data 0.001 top1 14.062 ( 12.293) top5 3.906 ( 2.647) | Test: [72][50/198] Time 0.725 Data 0.001 top1 11.719 ( 12.281) top5 3.125 ( 2.656) | Test: [72][51/198] Time 0.742 Data 0.001 top1 10.938 ( 12.255) top5 3.125 ( 2.665) | Test: [72][52/198] Time 0.752 Data 0.001 top1 13.281 ( 12.275) top5 2.344 ( 2.659) | Test: [72][53/198] Time 0.742 Data 0.001 top1 13.281 ( 12.294) top5 2.344 ( 2.653) | Test: [72][54/198] Time 0.727 Data 0.001 top1 14.844 ( 12.341) top5 1.562 ( 2.633) | Test: [72][55/198] Time 0.756 Data 0.000 top1 10.156 ( 12.301) top5 3.125 ( 2.642) | Test: [72][56/198] Time 0.719 Data 0.001 top1 10.938 ( 12.277) top5 0.781 ( 2.609) | Test: [72][57/198] Time 0.730 Data 0.001 top1 15.625 ( 12.336) top5 1.562 ( 2.590) | Test: [72][58/198] Time 0.796 Data 0.001 top1 11.719 ( 12.325) top5 1.562 ( 2.573) | Test: [72][59/198] Time 0.730 Data 0.001 top1 16.406 ( 12.394) top5 7.031 ( 2.648) | Test: [72][60/198] Time 0.744 Data 0.001 top1 15.625 ( 12.448) top5 3.125 ( 2.656) | Test: [72][61/198] Time 0.718 Data 0.001 top1 12.500 ( 12.449) top5 1.562 ( 2.638) | Test: [72][62/198] Time 0.715 Data 0.001 top1 13.281 ( 12.462) top5 2.344 ( 2.634) | Test: [72][63/198] Time 0.733 Data 0.001 top1 9.375 ( 12.413) top5 1.562 ( 2.617) | Test: [72][64/198] Time 0.739 Data 0.001 top1 13.281 ( 12.427) top5 3.125 ( 2.625) | Test: [72][65/198] Time 0.718 Data 0.001 top1 10.938 ( 12.404) top5 1.562 ( 2.608) | Test: [72][66/198] Time 0.718 Data 0.001 top1 16.406 ( 12.464) top5 2.344 ( 2.604) | Test: [72][67/198] Time 0.717 Data 0.001 top1 14.062 ( 12.488) top5 2.344 ( 2.600) | Test: [72][68/198] Time 0.717 Data 0.001 top1 13.281 ( 12.500) top5 2.344 ( 2.597) | Test: [72][69/198] Time 0.716 Data 0.001 top1 14.844 ( 12.534) top5 6.250 ( 2.649) | Test: [72][70/198] Time 0.712 Data 0.001 top1 15.625 ( 12.578) top5 2.344 ( 2.645) | Test: [72][71/198] Time 0.717 Data 0.001 top1 10.156 ( 12.544) top5 1.562 ( 2.630) | Test: [72][72/198] Time 0.726 Data 0.001 top1 10.938 ( 12.522) top5 3.125 ( 2.637) | Test: [72][73/198] Time 0.730 Data 0.001 top1 16.406 ( 12.575) top5 3.125 ( 2.643) | Test: [72][74/198] Time 0.724 Data 0.001 top1 11.719 ( 12.563) top5 2.344 ( 2.639) | Test: [72][75/198] Time 0.727 Data 0.000 top1 10.938 ( 12.542) top5 1.562 ( 2.625) | Test: [72][76/198] Time 0.722 Data 0.001 top1 11.719 ( 12.531) top5 0.781 ( 2.601) | Test: [72][77/198] Time 0.715 Data 0.001 top1 13.281 ( 12.541) top5 2.344 ( 2.597) | Test: [72][78/198] Time 0.729 Data 0.001 top1 10.156 ( 12.510) top5 0.000 ( 2.564) | Test: [72][79/198] Time 0.718 Data 0.001 top1 8.594 ( 12.460) top5 0.781 ( 2.542) | Test: [72][80/198] Time 0.737 Data 0.001 top1 10.156 ( 12.432) top5 2.344 ( 2.539) | Test: [72][81/198] Time 0.733 Data 0.001 top1 12.500 ( 12.432) top5 2.344 ( 2.537) | Test: [72][82/198] Time 0.728 Data 0.001 top1 11.719 ( 12.424) top5 1.562 ( 2.525) | Test: [72][83/198] Time 0.723 Data 0.001 top1 13.281 ( 12.434) top5 3.906 ( 2.541) | Test: [72][84/198] Time 0.802 Data 0.001 top1 15.625 ( 12.472) top5 4.688 ( 2.567) | Test: [72][85/198] Time 0.762 Data 0.001 top1 14.062 ( 12.491) top5 3.125 ( 2.574) | Test: [72][86/198] Time 0.743 Data 0.001 top1 14.062 ( 12.509) top5 1.562 ( 2.562) | Test: [72][87/198] Time 0.731 Data 0.001 top1 13.281 ( 12.518) top5 2.344 ( 2.559) | Test: [72][88/198] Time 0.730 Data 0.002 top1 15.625 ( 12.553) top5 5.469 ( 2.592) | Test: [72][89/198] Time 0.728 Data 0.001 top1 7.812 ( 12.500) top5 2.344 ( 2.590) | Test: [72][90/198] Time 0.728 Data 0.001 top1 12.500 ( 12.500) top5 0.781 ( 2.569) | Test: [72][91/198] Time 0.713 Data 0.001 top1 10.938 ( 12.483) top5 2.344 ( 2.567) | Test: [72][92/198] Time 0.710 Data 0.001 top1 10.156 ( 12.458) top5 2.344 ( 2.565) | Test: [72][93/198] Time 0.710 Data 0.001 top1 10.938 ( 12.441) top5 1.562 ( 2.554) | Test: [72][94/198] Time 0.733 Data 0.001 top1 12.500 ( 12.442) top5 1.562 ( 2.543) | Test: [72][95/198] Time 0.722 Data 0.001 top1 9.375 ( 12.410) top5 2.344 ( 2.541) | Test: [72][96/198] Time 0.737 Data 0.001 top1 10.938 ( 12.394) top5 1.562 ( 2.531) | Test: [72][97/198] Time 0.718 Data 0.001 top1 10.938 ( 12.379) top5 7.031 ( 2.577) | Test: [72][98/198] Time 0.713 Data 0.001 top1 7.812 ( 12.333) top5 3.125 ( 2.583) | Test: [72][99/198] Time 0.718 Data 0.001 top1 9.375 ( 12.303) top5 2.344 ( 2.580) | Test: [72][100/198] Time 0.718 Data 0.001 top1 12.500 ( 12.305) top5 3.906 ( 2.594) | Test: [72][101/198] Time 0.719 Data 0.001 top1 10.156 ( 12.283) top5 2.344 ( 2.591) | Test: [72][102/198] Time 0.726 Data 0.001 top1 17.188 ( 12.331) top5 3.906 ( 2.604) | Test: [72][103/198] Time 0.728 Data 0.001 top1 10.938 ( 12.318) top5 1.562 ( 2.594) | Test: [72][104/198] Time 0.717 Data 0.001 top1 15.625 ( 12.350) top5 2.344 ( 2.592) | Test: [72][105/198] Time 0.723 Data 0.001 top1 16.406 ( 12.388) top5 0.781 ( 2.574) | Test: [72][106/198] Time 0.721 Data 0.001 top1 6.250 ( 12.330) top5 0.000 ( 2.550) | Test: [72][107/198] Time 0.724 Data 0.001 top1 8.594 ( 12.296) top5 0.781 ( 2.534) | Test: [72][108/198] Time 0.726 Data 0.001 top1 10.156 ( 12.276) top5 1.562 ( 2.525) | Test: [72][109/198] Time 0.721 Data 0.001 top1 4.688 ( 12.206) top5 1.562 ( 2.516) | Test: [72][110/198] Time 0.737 Data 0.001 top1 12.500 ( 12.209) top5 0.781 ( 2.500) | Test: [72][111/198] Time 0.739 Data 0.000 top1 15.625 ( 12.240) top5 2.344 ( 2.499) | Test: [72][112/198] Time 0.770 Data 0.000 top1 16.406 ( 12.277) top5 2.344 ( 2.497) | Test: [72][113/198] Time 0.765 Data 0.001 top1 13.281 ( 12.286) top5 1.562 ( 2.489) | Test: [72][114/198] Time 0.719 Data 0.000 top1 10.938 ( 12.274) top5 0.781 ( 2.474) | Test: [72][115/198] Time 0.716 Data 0.001 top1 11.719 ( 12.269) top5 1.562 ( 2.466) | Test: [72][116/198] Time 0.765 Data 0.001 top1 10.938 ( 12.258) top5 2.344 ( 2.465) | Test: [72][117/198] Time 0.741 Data 0.002 top1 17.188 ( 12.300) top5 3.125 ( 2.471) | Test: [72][118/198] Time 0.734 Data 0.001 top1 11.719 ( 12.295) top5 2.344 ( 2.470) | Test: [72][119/198] Time 0.737 Data 0.001 top1 12.500 ( 12.296) top5 4.688 ( 2.488) | Test: [72][120/198] Time 0.711 Data 0.001 top1 14.844 ( 12.318) top5 4.688 ( 2.507) | Test: [72][121/198] Time 0.735 Data 0.001 top1 10.938 ( 12.306) top5 1.562 ( 2.499) | Test: [72][122/198] Time 0.714 Data 0.001 top1 9.375 ( 12.282) top5 1.562 ( 2.491) | Test: [72][123/198] Time 0.722 Data 0.001 top1 10.156 ( 12.265) top5 1.562 ( 2.483) | Test: [72][124/198] Time 0.710 Data 0.001 top1 13.281 ( 12.273) top5 2.344 ( 2.482) | Test: [72][125/198] Time 0.713 Data 0.001 top1 12.500 ( 12.275) top5 2.344 ( 2.481) | Test: [72][126/198] Time 0.716 Data 0.000 top1 6.250 ( 12.227) top5 0.781 ( 2.468) | Test: [72][127/198] Time 0.710 Data 0.001 top1 10.156 ( 12.211) top5 2.344 ( 2.467) | Test: [72][128/198] Time 0.719 Data 0.001 top1 11.719 ( 12.207) top5 3.125 ( 2.472) | Test: [72][129/198] Time 0.714 Data 0.001 top1 13.281 ( 12.215) top5 1.562 ( 2.465) | Test: [72][130/198] Time 0.713 Data 0.001 top1 11.719 ( 12.212) top5 3.906 ( 2.476) | Test: [72][131/198] Time 0.729 Data 0.001 top1 14.062 ( 12.226) top5 2.344 ( 2.475) | Test: [72][132/198] Time 0.719 Data 0.001 top1 10.156 ( 12.210) top5 4.688 ( 2.492) | Test: [72][133/198] Time 0.716 Data 0.001 top1 15.625 ( 12.236) top5 2.344 ( 2.491) | Test: [72][134/198] Time 0.716 Data 0.001 top1 10.156 ( 12.220) top5 0.000 ( 2.472) | Test: [72][135/198] Time 0.728 Data 0.001 top1 10.156 ( 12.205) top5 3.125 ( 2.477) | Test: [72][136/198] Time 0.723 Data 0.001 top1 15.625 ( 12.230) top5 3.906 ( 2.487) | Test: [72][137/198] Time 0.719 Data 0.001 top1 10.938 ( 12.221) top5 1.562 ( 2.481) | Test: [72][138/198] Time 0.725 Data 0.001 top1 14.844 ( 12.240) top5 4.688 ( 2.497) | Test: [72][139/198] Time 0.731 Data 0.001 top1 15.625 ( 12.264) top5 2.344 ( 2.496) | Test: [72][140/198] Time 0.741 Data 0.001 top1 14.844 ( 12.282) top5 3.125 ( 2.500) | Test: [72][141/198] Time 0.732 Data 0.001 top1 11.719 ( 12.278) top5 3.125 ( 2.504) | Test: [72][142/198] Time 0.728 Data 0.001 top1 15.625 ( 12.302) top5 2.344 ( 2.503) | Test: [72][143/198] Time 0.725 Data 0.001 top1 14.062 ( 12.314) top5 2.344 ( 2.502) | Test: [72][144/198] Time 0.716 Data 0.001 top1 14.062 ( 12.326) top5 3.906 ( 2.512) | Test: [72][145/198] Time 0.724 Data 0.001 top1 7.812 ( 12.295) top5 1.562 ( 2.505) | Test: [72][146/198] Time 0.730 Data 0.005 top1 7.812 ( 12.265) top5 3.125 ( 2.510) | Test: [72][147/198] Time 0.727 Data 0.001 top1 12.500 ( 12.266) top5 3.906 ( 2.519) | Test: [72][148/198] Time 0.735 Data 0.001 top1 17.188 ( 12.299) top5 3.906 ( 2.529) | Test: [72][149/198] Time 0.725 Data 0.001 top1 7.031 ( 12.264) top5 0.781 ( 2.517) | Test: [72][150/198] Time 0.714 Data 0.001 top1 10.156 ( 12.250) top5 4.688 ( 2.531) | Test: [72][151/198] Time 0.716 Data 0.001 top1 14.844 ( 12.267) top5 3.906 ( 2.540) | Test: [72][152/198] Time 0.716 Data 0.001 top1 13.281 ( 12.274) top5 5.469 ( 2.560) | Test: [72][153/198] Time 0.730 Data 0.001 top1 10.156 ( 12.260) top5 3.125 ( 2.563) | Test: [72][154/198] Time 0.736 Data 0.000 top1 12.500 ( 12.262) top5 0.781 ( 2.552) | Test: [72][155/198] Time 0.731 Data 0.000 top1 5.469 ( 12.218) top5 0.781 ( 2.540) | Test: [72][156/198] Time 0.729 Data 0.000 top1 16.406 ( 12.245) top5 3.906 ( 2.549) | Test: [72][157/198] Time 0.717 Data 0.001 top1 14.062 ( 12.256) top5 3.906 ( 2.558) | Test: [72][158/198] Time 0.726 Data 0.000 top1 10.156 ( 12.243) top5 1.562 ( 2.551) | Test: [72][159/198] Time 0.722 Data 0.001 top1 10.938 ( 12.235) top5 2.344 ( 2.550) | Test: [72][160/198] Time 0.715 Data 0.001 top1 13.281 ( 12.241) top5 0.781 ( 2.539) | Test: [72][161/198] Time 0.735 Data 0.000 top1 17.969 ( 12.277) top5 1.562 ( 2.533) | Test: [72][162/198] Time 0.727 Data 0.000 top1 14.062 ( 12.288) top5 2.344 ( 2.532) | Test: [72][163/198] Time 0.715 Data 0.001 top1 14.062 ( 12.299) top5 2.344 ( 2.531) | Test: [72][164/198] Time 0.721 Data 0.001 top1 17.188 ( 12.329) top5 3.906 ( 2.539) | Test: [72][165/198] Time 0.722 Data 0.001 top1 7.812 ( 12.301) top5 2.344 ( 2.538) | Test: [72][166/198] Time 0.725 Data 0.002 top1 15.625 ( 12.321) top5 3.906 ( 2.546) | Test: [72][167/198] Time 0.717 Data 0.001 top1 5.469 ( 12.280) top5 0.781 ( 2.536) | Test: [72][168/198] Time 0.719 Data 0.001 top1 10.938 ( 12.272) top5 3.125 ( 2.539) | Test: [72][169/198] Time 0.752 Data 0.001 top1 14.844 ( 12.287) top5 0.781 ( 2.529) | Test: [72][170/198] Time 0.722 Data 0.001 top1 17.188 ( 12.316) top5 3.125 ( 2.532) | Test: [72][171/198] Time 0.725 Data 0.001 top1 13.281 ( 12.322) top5 2.344 ( 2.531) | Test: [72][172/198] Time 0.755 Data 0.001 top1 10.156 ( 12.309) top5 3.125 ( 2.535) | Test: [72][173/198] Time 0.769 Data 0.001 top1 14.844 ( 12.324) top5 3.906 ( 2.542) | Test: [72][174/198] Time 0.732 Data 0.001 top1 14.844 ( 12.338) top5 3.125 ( 2.546) | Test: [72][175/198] Time 0.717 Data 0.001 top1 10.156 ( 12.326) top5 2.344 ( 2.545) | Test: [72][176/198] Time 0.712 Data 0.001 top1 14.062 ( 12.336) top5 3.125 ( 2.548) | Test: [72][177/198] Time 0.719 Data 0.001 top1 10.938 ( 12.328) top5 2.344 ( 2.547) | Test: [72][178/198] Time 0.718 Data 0.001 top1 15.625 ( 12.346) top5 1.562 ( 2.541) | Test: [72][179/198] Time 0.719 Data 0.001 top1 13.281 ( 12.352) top5 3.125 ( 2.545) | Test: [72][180/198] Time 0.721 Data 0.001 top1 10.156 ( 12.339) top5 3.125 ( 2.548) | Test: [72][181/198] Time 0.738 Data 0.001 top1 10.156 ( 12.327) top5 1.562 ( 2.542) | Test: [72][182/198] Time 0.721 Data 0.000 top1 11.719 ( 12.324) top5 1.562 ( 2.537) | Test: [72][183/198] Time 0.719 Data 0.001 top1 11.719 ( 12.321) top5 1.562 ( 2.532) | Test: [72][184/198] Time 0.731 Data 0.000 top1 12.500 ( 12.322) top5 3.125 ( 2.535) | Test: [72][185/198] Time 0.723 Data 0.000 top1 12.500 ( 12.323) top5 0.781 ( 2.525) | Test: [72][186/198] Time 0.716 Data 0.001 top1 8.594 ( 12.303) top5 1.562 ( 2.520) | Test: [72][187/198] Time 0.733 Data 0.001 top1 13.281 ( 12.308) top5 0.781 ( 2.511) | Test: [72][188/198] Time 0.735 Data 0.000 top1 11.719 ( 12.305) top5 3.906 ( 2.518) | Test: [72][189/198] Time 0.738 Data 0.000 top1 9.375 ( 12.289) top5 1.562 ( 2.513) | Test: [72][190/198] Time 0.731 Data 0.000 top1 10.938 ( 12.282) top5 1.562 ( 2.508) | Test: [72][191/198] Time 0.735 Data 0.000 top1 7.031 ( 12.255) top5 0.781 ( 2.499) | Test: [72][192/198] Time 0.720 Data 0.000 top1 12.500 ( 12.256) top5 2.344 ( 2.498) | Test: [72][193/198] Time 0.715 Data 0.000 top1 12.500 ( 12.257) top5 3.125 ( 2.502) | Test: [72][194/198] Time 0.718 Data 0.000 top1 15.625 ( 12.274) top5 3.125 ( 2.505) | Test: [72][195/198] Time 0.716 Data 0.000 top1 10.938 ( 12.268) top5 3.906 ( 2.512) | Test: [72][196/198] Time 0.717 Data 0.000 top1 18.750 ( 12.301) top5 4.688 ( 2.523) | Test: [72][197/198] Time 0.255 Data 0.000 top1 14.706 ( 12.313) top5 2.941 ( 2.525) | Test: [72][198/198] Time 0.714 Data 0.000 top1 12.500 ( 12.314) top5 3.125 ( 2.528) * Finished epoch # 72 top1: 12.314 top5: 2.528 Epoch 73 => Training epoch # 73 | Epoch: [73][1/553] Time 5.063 Data 2.575 Err 0.4363 top1 10.156 top5 5.469 | Epoch: [73][2/553] Time 2.435 Data 0.002 Err 0.2376 top1 7.031 top5 3.125 | Epoch: [73][3/553] Time 2.460 Data 0.001 Err 0.2076 top1 6.250 top5 1.562 | Epoch: [73][4/553] Time 2.437 Data 0.001 Err 0.1497 top1 4.688 top5 0.781 | Epoch: [73][5/553] Time 2.435 Data 0.001 Err 0.2112 top1 7.812 top5 0.000 | Epoch: [73][6/553] Time 2.462 Data 0.001 Err 0.3545 top1 9.375 top5 2.344 | Epoch: [73][7/553] Time 2.461 Data 0.001 Err 0.3094 top1 7.812 top5 4.688 | Epoch: [73][8/553] Time 2.457 Data 0.001 Err 0.3062 top1 8.594 top5 3.125 | Epoch: [73][9/553] Time 2.467 Data 0.001 Err 0.1922 top1 4.688 top5 2.344 | Epoch: [73][10/553] Time 2.467 Data 0.001 Err 0.2555 top1 4.688 top5 1.562 | Epoch: [73][11/553] Time 2.472 Data 0.001 Err 0.2474 top1 5.469 top5 0.781 | Epoch: [73][12/553] Time 2.473 Data 0.001 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [73][13/553] Time 2.440 Data 0.001 Err 0.2477 top1 5.469 top5 2.344 | Epoch: [73][14/553] Time 2.452 Data 0.003 Err 0.1771 top1 3.906 top5 0.000 | Epoch: [73][15/553] Time 2.467 Data 0.001 Err 0.2333 top1 7.031 top5 0.781 | Epoch: [73][16/553] Time 2.501 Data 0.001 Err 0.1805 top1 5.469 top5 1.562 | Epoch: [73][17/553] Time 2.472 Data 0.000 Err 0.3462 top1 9.375 top5 4.688 | Epoch: [73][18/553] Time 2.482 Data 0.000 Err 0.2532 top1 6.250 top5 1.562 | Epoch: [73][19/553] Time 2.466 Data 0.001 Err 0.2161 top1 3.125 top5 2.344 | Epoch: [73][20/553] Time 2.483 Data 0.001 Err 0.1401 top1 3.906 top5 0.781 | Epoch: [73][21/553] Time 2.472 Data 0.003 Err 0.2909 top1 7.812 top5 3.125 | Epoch: [73][22/553] Time 2.435 Data 0.001 Err 0.3053 top1 11.719 top5 2.344 | Epoch: [73][23/553] Time 2.504 Data 0.001 Err 0.2585 top1 6.250 top5 1.562 | Epoch: [73][24/553] Time 2.498 Data 0.001 Err 0.2020 top1 3.906 top5 1.562 | Epoch: [73][25/553] Time 2.441 Data 0.001 Err 0.3355 top1 10.938 top5 3.906 | Epoch: [73][26/553] Time 2.514 Data 0.001 Err 0.2712 top1 7.031 top5 3.125 | Epoch: [73][27/553] Time 2.446 Data 0.000 Err 0.2584 top1 6.250 top5 1.562 | Epoch: [73][28/553] Time 2.441 Data 0.001 Err 0.2857 top1 6.250 top5 2.344 | Epoch: [73][29/553] Time 2.480 Data 0.001 Err 0.2386 top1 7.812 top5 1.562 | Epoch: [73][30/553] Time 2.467 Data 0.001 Err 0.1971 top1 4.688 top5 0.781 | Epoch: [73][31/553] Time 2.471 Data 0.002 Err 0.2049 top1 4.688 top5 3.125 | Epoch: [73][32/553] Time 2.443 Data 0.001 Err 0.2007 top1 5.469 top5 0.781 | Epoch: [73][33/553] Time 2.500 Data 0.001 Err 0.1616 top1 3.125 top5 1.562 | Epoch: [73][34/553] Time 2.478 Data 0.001 Err 0.3145 top1 6.250 top5 4.688 | Epoch: [73][35/553] Time 2.439 Data 0.001 Err 0.1583 top1 3.906 top5 0.781 | Epoch: [73][36/553] Time 2.442 Data 0.001 Err 0.1831 top1 2.344 top5 1.562 | Epoch: [73][37/553] Time 2.445 Data 0.001 Err 0.1934 top1 3.906 top5 1.562 | Epoch: [73][38/553] Time 2.497 Data 0.001 Err 0.2330 top1 5.469 top5 2.344 | Epoch: [73][39/553] Time 2.438 Data 0.001 Err 0.2511 top1 6.250 top5 1.562 | Epoch: [73][40/553] Time 2.448 Data 0.001 Err 0.2270 top1 6.250 top5 2.344 | Epoch: [73][41/553] Time 2.483 Data 0.003 Err 0.2482 top1 5.469 top5 3.125 | Epoch: [73][42/553] Time 2.477 Data 0.001 Err 0.2211 top1 3.906 top5 2.344 | Epoch: [73][43/553] Time 2.483 Data 0.001 Err 0.1950 top1 4.688 top5 1.562 | Epoch: [73][44/553] Time 2.454 Data 0.000 Err 0.2471 top1 5.469 top5 2.344 | Epoch: [73][45/553] Time 2.461 Data 0.001 Err 0.1919 top1 7.031 top5 1.562 | Epoch: [73][46/553] Time 2.497 Data 0.001 Err 0.1934 top1 6.250 top5 0.781 | Epoch: [73][47/553] Time 2.439 Data 0.001 Err 0.1049 top1 1.562 top5 0.000 | Epoch: [73][48/553] Time 2.451 Data 0.001 Err 0.1502 top1 5.469 top5 0.000 | Epoch: [73][49/553] Time 2.523 Data 0.001 Err 0.4308 top1 10.938 top5 3.906 | Epoch: [73][50/553] Time 2.475 Data 0.001 Err 0.3552 top1 8.594 top5 3.906 | Epoch: [73][51/553] Time 2.467 Data 0.001 Err 0.3234 top1 7.812 top5 3.125 | Epoch: [73][52/553] Time 2.445 Data 0.001 Err 0.2422 top1 7.031 top5 1.562 | Epoch: [73][53/553] Time 2.477 Data 0.001 Err 0.3051 top1 7.031 top5 2.344 | Epoch: [73][54/553] Time 2.440 Data 0.001 Err 0.2485 top1 6.250 top5 2.344 | Epoch: [73][55/553] Time 2.526 Data 0.001 Err 0.2677 top1 7.031 top5 3.125 | Epoch: [73][56/553] Time 2.492 Data 0.001 Err 0.1530 top1 6.250 top5 0.000 | Epoch: [73][57/553] Time 2.496 Data 0.001 Err 0.2767 top1 7.031 top5 3.125 | Epoch: [73][58/553] Time 2.461 Data 0.001 Err 0.3028 top1 9.375 top5 2.344 | Epoch: [73][59/553] Time 2.505 Data 0.001 Err 0.2064 top1 4.688 top5 2.344 | Epoch: [73][60/553] Time 2.435 Data 0.001 Err 0.3068 top1 7.031 top5 3.125 | Epoch: [73][61/553] Time 2.442 Data 0.001 Err 0.2708 top1 7.812 top5 3.125 | Epoch: [73][62/553] Time 2.492 Data 0.001 Err 0.1864 top1 5.469 top5 0.781 | Epoch: [73][63/553] Time 2.473 Data 0.000 Err 0.3842 top1 9.375 top5 4.688 | Epoch: [73][64/553] Time 2.480 Data 0.001 Err 0.2735 top1 8.594 top5 2.344 | Epoch: [73][65/553] Time 2.439 Data 0.001 Err 0.1819 top1 4.688 top5 0.000 | Epoch: [73][66/553] Time 2.472 Data 0.001 Err 0.3596 top1 10.156 top5 3.125 | Epoch: [73][67/553] Time 2.513 Data 0.000 Err 0.3996 top1 11.719 top5 3.125 | Epoch: [73][68/553] Time 2.446 Data 0.001 Err 0.2291 top1 5.469 top5 2.344 | Epoch: [73][69/553] Time 2.439 Data 0.001 Err 0.1240 top1 3.906 top5 0.000 | Epoch: [73][70/553] Time 2.448 Data 0.001 Err 0.2741 top1 6.250 top5 3.125 | Epoch: [73][71/553] Time 2.440 Data 0.001 Err 0.2089 top1 4.688 top5 0.781 | Epoch: [73][72/553] Time 2.475 Data 0.001 Err 0.2013 top1 6.250 top5 0.781 | Epoch: [73][73/553] Time 2.458 Data 0.001 Err 0.1478 top1 3.906 top5 0.000 | Epoch: [73][74/553] Time 2.436 Data 0.000 Err 0.2715 top1 7.812 top5 1.562 | Epoch: [73][75/553] Time 2.454 Data 0.001 Err 0.2635 top1 7.812 top5 1.562 | Epoch: [73][76/553] Time 2.486 Data 0.001 Err 0.2105 top1 7.031 top5 1.562 | Epoch: [73][77/553] Time 2.503 Data 0.001 Err 0.0846 top1 3.125 top5 0.000 | Epoch: [73][78/553] Time 2.441 Data 0.001 Err 0.1805 top1 4.688 top5 1.562 | Epoch: [73][79/553] Time 2.438 Data 0.001 Err 0.2779 top1 6.250 top5 1.562 | Epoch: [73][80/553] Time 2.455 Data 0.001 Err 0.1616 top1 3.125 top5 1.562 | Epoch: [73][81/553] Time 2.462 Data 0.001 Err 0.2044 top1 7.812 top5 0.781 | Epoch: [73][82/553] Time 2.478 Data 0.001 Err 0.3927 top1 8.594 top5 5.469 | Epoch: [73][83/553] Time 2.499 Data 0.000 Err 0.3657 top1 9.375 top5 3.125 | Epoch: [73][84/553] Time 2.463 Data 0.001 Err 0.2482 top1 8.594 top5 1.562 | Epoch: [73][85/553] Time 2.461 Data 0.001 Err 0.2881 top1 9.375 top5 1.562 | Epoch: [73][86/553] Time 2.441 Data 0.001 Err 0.1960 top1 3.906 top5 2.344 | Epoch: [73][87/553] Time 2.482 Data 0.001 Err 0.1506 top1 5.469 top5 0.000 | Epoch: [73][88/553] Time 2.440 Data 0.001 Err 0.3875 top1 10.156 top5 4.688 | Epoch: [73][89/553] Time 2.443 Data 0.002 Err 0.1282 top1 3.125 top5 0.000 | Epoch: [73][90/553] Time 2.453 Data 0.001 Err 0.1929 top1 5.469 top5 0.000 | Epoch: [73][91/553] Time 2.483 Data 0.001 Err 0.4621 top1 10.938 top5 4.688 | Epoch: [73][92/553] Time 2.486 Data 0.000 Err 0.2191 top1 4.688 top5 1.562 | Epoch: [73][93/553] Time 2.445 Data 0.001 Err 0.3183 top1 7.031 top5 3.125 | Epoch: [73][94/553] Time 2.487 Data 0.001 Err 0.3387 top1 10.938 top5 3.125 | Epoch: [73][95/553] Time 2.445 Data 0.001 Err 0.2297 top1 7.031 top5 1.562 | Epoch: [73][96/553] Time 2.442 Data 0.001 Err 0.2795 top1 6.250 top5 3.906 | Epoch: [73][97/553] Time 2.451 Data 0.001 Err 0.3340 top1 9.375 top5 3.906 | Epoch: [73][98/553] Time 2.439 Data 0.001 Err 0.2288 top1 5.469 top5 0.781 | Epoch: [73][99/553] Time 2.486 Data 0.001 Err 0.1824 top1 3.125 top5 0.781 | Epoch: [73][100/553] Time 2.440 Data 0.001 Err 0.2472 top1 7.031 top5 2.344 | Epoch: [73][101/553] Time 2.449 Data 0.001 Err 0.2406 top1 7.031 top5 2.344 | Epoch: [73][102/553] Time 2.446 Data 0.001 Err 0.3035 top1 9.375 top5 3.125 | Epoch: [73][103/553] Time 2.444 Data 0.001 Err 0.2856 top1 4.688 top5 3.125 | Epoch: [73][104/553] Time 2.440 Data 0.001 Err 0.1694 top1 5.469 top5 0.000 | Epoch: [73][105/553] Time 2.444 Data 0.001 Err 0.2077 top1 5.469 top5 1.562 | Epoch: [73][106/553] Time 2.454 Data 0.001 Err 0.2252 top1 7.031 top5 1.562 | Epoch: [73][107/553] Time 2.442 Data 0.001 Err 0.1178 top1 4.688 top5 0.000 | Epoch: [73][108/553] Time 2.464 Data 0.004 Err 0.2035 top1 4.688 top5 0.781 | Epoch: [73][109/553] Time 2.439 Data 0.001 Err 0.3028 top1 6.250 top5 2.344 | Epoch: [73][110/553] Time 2.441 Data 0.001 Err 0.2389 top1 7.812 top5 3.125 | Epoch: [73][111/553] Time 2.451 Data 0.001 Err 0.1668 top1 4.688 top5 0.781 | Epoch: [73][112/553] Time 2.450 Data 0.001 Err 0.2552 top1 5.469 top5 1.562 | Epoch: [73][113/553] Time 2.450 Data 0.001 Err 0.2126 top1 4.688 top5 2.344 | Epoch: [73][114/553] Time 2.456 Data 0.001 Err 0.1983 top1 5.469 top5 0.781 | Epoch: [73][115/553] Time 2.439 Data 0.001 Err 0.3767 top1 11.719 top5 3.125 | Epoch: [73][116/553] Time 2.443 Data 0.001 Err 0.2173 top1 6.250 top5 1.562 | Epoch: [73][117/553] Time 2.469 Data 0.001 Err 0.2169 top1 5.469 top5 1.562 | Epoch: [73][118/553] Time 2.462 Data 0.001 Err 0.2610 top1 3.906 top5 1.562 | Epoch: [73][119/553] Time 2.492 Data 0.001 Err 0.1505 top1 2.344 top5 1.562 | Epoch: [73][120/553] Time 2.496 Data 0.001 Err 0.4499 top1 6.250 top5 5.469 | Epoch: [73][121/553] Time 2.444 Data 0.001 Err 0.2374 top1 6.250 top5 2.344 | Epoch: [73][122/553] Time 2.475 Data 0.000 Err 0.2278 top1 5.469 top5 2.344 | Epoch: [73][123/553] Time 2.492 Data 0.001 Err 0.2612 top1 7.812 top5 2.344 | Epoch: [73][124/553] Time 2.442 Data 0.001 Err 0.4171 top1 10.938 top5 3.125 | Epoch: [73][125/553] Time 2.478 Data 0.001 Err 0.3601 top1 8.594 top5 3.906 | Epoch: [73][126/553] Time 2.442 Data 0.001 Err 0.2110 top1 6.250 top5 1.562 | Epoch: [73][127/553] Time 2.465 Data 0.001 Err 0.1575 top1 4.688 top5 0.781 | Epoch: [73][128/553] Time 2.476 Data 0.001 Err 0.2577 top1 7.812 top5 1.562 | Epoch: [73][129/553] Time 2.451 Data 0.001 Err 0.2432 top1 6.250 top5 0.781 | Epoch: [73][130/553] Time 2.454 Data 0.001 Err 0.2591 top1 7.812 top5 3.125 | Epoch: [73][131/553] Time 2.461 Data 0.001 Err 0.1384 top1 3.125 top5 0.000 | Epoch: [73][132/553] Time 2.479 Data 0.001 Err 0.1404 top1 5.469 top5 0.781 | Epoch: [73][133/553] Time 2.482 Data 0.001 Err 0.1664 top1 5.469 top5 0.781 | Epoch: [73][134/553] Time 2.457 Data 0.001 Err 0.1518 top1 4.688 top5 0.781 | Epoch: [73][135/553] Time 2.484 Data 0.001 Err 0.3172 top1 10.156 top5 3.906 | Epoch: [73][136/553] Time 2.441 Data 0.001 Err 0.2535 top1 7.812 top5 0.781 | Epoch: [73][137/553] Time 2.510 Data 0.001 Err 0.1310 top1 3.906 top5 0.781 | Epoch: [73][138/553] Time 2.457 Data 0.001 Err 0.2193 top1 6.250 top5 3.125 | Epoch: [73][139/553] Time 2.558 Data 0.000 Err 0.3654 top1 8.594 top5 3.125 | Epoch: [73][140/553] Time 2.480 Data 0.001 Err 0.2845 top1 7.812 top5 2.344 | Epoch: [73][141/553] Time 2.451 Data 0.001 Err 0.1143 top1 2.344 top5 0.000 | Epoch: [73][142/553] Time 2.475 Data 0.001 Err 0.2982 top1 7.812 top5 3.906 | Epoch: [73][143/553] Time 2.437 Data 0.001 Err 0.1394 top1 3.125 top5 1.562 | Epoch: [73][144/553] Time 2.482 Data 0.001 Err 0.1224 top1 3.125 top5 0.000 | Epoch: [73][145/553] Time 2.476 Data 0.001 Err 0.2032 top1 5.469 top5 1.562 | Epoch: [73][146/553] Time 2.504 Data 0.003 Err 0.2299 top1 7.812 top5 2.344 | Epoch: [73][147/553] Time 2.482 Data 0.000 Err 0.1522 top1 1.562 top5 0.781 | Epoch: [73][148/553] Time 2.453 Data 0.001 Err 0.1061 top1 3.125 top5 0.000 | Epoch: [73][149/553] Time 2.441 Data 0.001 Err 0.2156 top1 6.250 top5 0.781 | Epoch: [73][150/553] Time 2.444 Data 0.001 Err 0.2323 top1 6.250 top5 2.344 | Epoch: [73][151/553] Time 2.445 Data 0.001 Err 0.2765 top1 6.250 top5 2.344 | Epoch: [73][152/553] Time 2.472 Data 0.001 Err 0.2210 top1 5.469 top5 1.562 | Epoch: [73][153/553] Time 2.461 Data 0.000 Err 0.1714 top1 5.469 top5 0.781 | Epoch: [73][154/553] Time 2.443 Data 0.001 Err 0.2020 top1 7.031 top5 1.562 | Epoch: [73][155/553] Time 2.483 Data 0.001 Err 0.2630 top1 7.031 top5 3.125 | Epoch: [73][156/553] Time 2.520 Data 0.001 Err 0.2280 top1 6.250 top5 1.562 | Epoch: [73][157/553] Time 2.495 Data 0.000 Err 0.2910 top1 7.031 top5 3.125 | Epoch: [73][158/553] Time 2.476 Data 0.001 Err 0.2629 top1 7.031 top5 1.562 | Epoch: [73][159/553] Time 2.436 Data 0.001 Err 0.2133 top1 7.031 top5 0.781 | Epoch: [73][160/553] Time 2.441 Data 0.000 Err 0.3464 top1 9.375 top5 3.906 | Epoch: [73][161/553] Time 2.453 Data 0.001 Err 0.2060 top1 4.688 top5 1.562 | Epoch: [73][162/553] Time 2.448 Data 0.001 Err 0.2388 top1 4.688 top5 1.562 | Epoch: [73][163/553] Time 2.485 Data 0.001 Err 0.1629 top1 3.125 top5 0.781 | Epoch: [73][164/553] Time 2.458 Data 0.001 Err 0.2559 top1 7.031 top5 0.781 | Epoch: [73][165/553] Time 2.442 Data 0.002 Err 0.1283 top1 3.125 top5 0.781 | Epoch: [73][166/553] Time 2.485 Data 0.000 Err 0.2780 top1 8.594 top5 0.781 | Epoch: [73][167/553] Time 2.480 Data 0.001 Err 0.1603 top1 3.906 top5 0.781 | Epoch: [73][168/553] Time 2.437 Data 0.000 Err 0.1492 top1 3.906 top5 1.562 | Epoch: [73][169/553] Time 2.460 Data 0.001 Err 0.2660 top1 5.469 top5 1.562 | Epoch: [73][170/553] Time 2.446 Data 0.001 Err 0.2610 top1 6.250 top5 2.344 | Epoch: [73][171/553] Time 2.470 Data 0.001 Err 0.2794 top1 7.812 top5 2.344 | Epoch: [73][172/553] Time 2.441 Data 0.001 Err 0.4221 top1 8.594 top5 7.031 | Epoch: [73][173/553] Time 2.450 Data 0.001 Err 0.3068 top1 9.375 top5 1.562 | Epoch: [73][174/553] Time 2.454 Data 0.001 Err 0.2751 top1 7.812 top5 3.906 | Epoch: [73][175/553] Time 2.471 Data 0.001 Err 0.2321 top1 6.250 top5 0.781 | Epoch: [73][176/553] Time 2.444 Data 0.001 Err 0.2221 top1 7.031 top5 0.781 | Epoch: [73][177/553] Time 2.479 Data 0.001 Err 0.2458 top1 7.812 top5 1.562 | Epoch: [73][178/553] Time 2.450 Data 0.001 Err 0.3895 top1 13.281 top5 2.344 | Epoch: [73][179/553] Time 2.477 Data 0.001 Err 0.1700 top1 6.250 top5 0.000 | Epoch: [73][180/553] Time 2.474 Data 0.001 Err 0.2383 top1 7.031 top5 1.562 | Epoch: [73][181/553] Time 2.452 Data 0.001 Err 0.2279 top1 6.250 top5 3.125 | Epoch: [73][182/553] Time 2.453 Data 0.001 Err 0.1785 top1 5.469 top5 0.000 | Epoch: [73][183/553] Time 2.477 Data 0.001 Err 0.3628 top1 11.719 top5 3.125 | Epoch: [73][184/553] Time 2.446 Data 0.003 Err 0.2753 top1 7.812 top5 2.344 | Epoch: [73][185/553] Time 2.444 Data 0.001 Err 0.1479 top1 3.125 top5 1.562 | Epoch: [73][186/553] Time 2.447 Data 0.001 Err 0.2220 top1 7.031 top5 1.562 | Epoch: [73][187/553] Time 2.474 Data 0.001 Err 0.1603 top1 4.688 top5 1.562 | Epoch: [73][188/553] Time 2.449 Data 0.001 Err 0.2436 top1 5.469 top5 3.125 | Epoch: [73][189/553] Time 2.473 Data 0.001 Err 0.2834 top1 7.031 top5 3.906 | Epoch: [73][190/553] Time 2.438 Data 0.001 Err 0.1154 top1 1.562 top5 0.781 | Epoch: [73][191/553] Time 2.459 Data 0.001 Err 0.1520 top1 4.688 top5 0.000 | Epoch: [73][192/553] Time 2.444 Data 0.001 Err 0.2391 top1 6.250 top5 3.125 | Epoch: [73][193/553] Time 2.475 Data 0.001 Err 0.2245 top1 5.469 top5 1.562 | Epoch: [73][194/553] Time 2.449 Data 0.001 Err 0.3781 top1 8.594 top5 4.688 | Epoch: [73][195/553] Time 2.475 Data 0.001 Err 0.2769 top1 7.031 top5 3.906 | Epoch: [73][196/553] Time 2.438 Data 0.001 Err 0.3856 top1 8.594 top5 3.125 | Epoch: [73][197/553] Time 2.449 Data 0.001 Err 0.3263 top1 7.812 top5 2.344 | Epoch: [73][198/553] Time 2.469 Data 0.001 Err 0.2168 top1 4.688 top5 0.781 | Epoch: [73][199/553] Time 2.480 Data 0.001 Err 0.2821 top1 7.031 top5 2.344 | Epoch: [73][200/553] Time 2.475 Data 0.001 Err 0.1870 top1 4.688 top5 0.781 | Epoch: [73][201/553] Time 2.488 Data 0.001 Err 0.2168 top1 7.031 top5 1.562 | Epoch: [73][202/553] Time 2.442 Data 0.001 Err 0.2692 top1 6.250 top5 2.344 | Epoch: [73][203/553] Time 2.486 Data 0.001 Err 0.2555 top1 7.031 top5 1.562 | Epoch: [73][204/553] Time 2.504 Data 0.001 Err 0.3517 top1 7.031 top5 3.125 | Epoch: [73][205/553] Time 2.446 Data 0.000 Err 0.2556 top1 6.250 top5 3.125 | Epoch: [73][206/553] Time 2.442 Data 0.001 Err 0.1378 top1 3.125 top5 0.781 | Epoch: [73][207/553] Time 2.499 Data 0.001 Err 0.2222 top1 7.812 top5 0.781 | Epoch: [73][208/553] Time 2.447 Data 0.001 Err 0.2495 top1 6.250 top5 1.562 | Epoch: [73][209/553] Time 2.440 Data 0.001 Err 0.2835 top1 7.812 top5 3.125 | Epoch: [73][210/553] Time 2.469 Data 0.001 Err 0.2597 top1 5.469 top5 1.562 | Epoch: [73][211/553] Time 2.462 Data 0.000 Err 0.3061 top1 6.250 top5 3.906 | Epoch: [73][212/553] Time 2.458 Data 0.001 Err 0.2737 top1 6.250 top5 1.562 | Epoch: [73][213/553] Time 2.449 Data 0.001 Err 0.3108 top1 6.250 top5 3.125 | Epoch: [73][214/553] Time 2.482 Data 0.001 Err 0.2134 top1 5.469 top5 0.781 | Epoch: [73][215/553] Time 2.439 Data 0.001 Err 0.2147 top1 4.688 top5 2.344 | Epoch: [73][216/553] Time 2.451 Data 0.001 Err 0.2241 top1 7.031 top5 0.000 | Epoch: [73][217/553] Time 2.485 Data 0.001 Err 0.1890 top1 4.688 top5 1.562 | Epoch: [73][218/553] Time 2.479 Data 0.001 Err 0.2417 top1 5.469 top5 3.125 | Epoch: [73][219/553] Time 2.439 Data 0.001 Err 0.3272 top1 7.031 top5 2.344 | Epoch: [73][220/553] Time 2.453 Data 0.003 Err 0.2143 top1 5.469 top5 2.344 | Epoch: [73][221/553] Time 2.449 Data 0.001 Err 0.2150 top1 6.250 top5 0.781 | Epoch: [73][222/553] Time 2.440 Data 0.002 Err 0.4205 top1 10.938 top5 5.469 | Epoch: [73][223/553] Time 2.445 Data 0.001 Err 0.2273 top1 4.688 top5 1.562 | Epoch: [73][224/553] Time 2.506 Data 0.001 Err 0.2518 top1 8.594 top5 0.781 | Epoch: [73][225/553] Time 2.451 Data 0.001 Err 0.2381 top1 5.469 top5 1.562 | Epoch: [73][226/553] Time 2.456 Data 0.001 Err 0.2147 top1 4.688 top5 2.344 | Epoch: [73][227/553] Time 2.527 Data 0.001 Err 0.3083 top1 6.250 top5 3.125 | Epoch: [73][228/553] Time 2.440 Data 0.001 Err 0.2054 top1 4.688 top5 1.562 | Epoch: [73][229/553] Time 2.458 Data 0.001 Err 0.2204 top1 5.469 top5 0.781 | Epoch: [73][230/553] Time 2.490 Data 0.001 Err 0.2785 top1 9.375 top5 1.562 | Epoch: [73][231/553] Time 2.476 Data 0.001 Err 0.3429 top1 7.031 top5 3.906 | Epoch: [73][232/553] Time 2.445 Data 0.001 Err 0.1362 top1 3.125 top5 0.000 | Epoch: [73][233/553] Time 2.535 Data 0.001 Err 0.3996 top1 11.719 top5 3.906 | Epoch: [73][234/553] Time 2.495 Data 0.001 Err 0.0925 top1 1.562 top5 0.781 | Epoch: [73][235/553] Time 2.481 Data 0.001 Err 0.2607 top1 4.688 top5 2.344 | Epoch: [73][236/553] Time 2.442 Data 0.001 Err 0.3089 top1 10.156 top5 2.344 | Epoch: [73][237/553] Time 2.454 Data 0.001 Err 0.2303 top1 6.250 top5 0.781 | Epoch: [73][238/553] Time 2.453 Data 0.001 Err 0.1566 top1 2.344 top5 0.781 | Epoch: [73][239/553] Time 2.471 Data 0.001 Err 0.3401 top1 7.812 top5 4.688 | Epoch: [73][240/553] Time 2.458 Data 0.001 Err 0.2313 top1 7.031 top5 1.562 | Epoch: [73][241/553] Time 2.482 Data 0.001 Err 0.2071 top1 5.469 top5 0.781 | Epoch: [73][242/553] Time 2.449 Data 0.001 Err 0.2545 top1 8.594 top5 1.562 | Epoch: [73][243/553] Time 2.513 Data 0.001 Err 0.3281 top1 7.812 top5 2.344 | Epoch: [73][244/553] Time 2.466 Data 0.001 Err 0.2584 top1 6.250 top5 1.562 | Epoch: [73][245/553] Time 2.477 Data 0.001 Err 0.1634 top1 4.688 top5 0.781 | Epoch: [73][246/553] Time 2.457 Data 0.001 Err 0.1934 top1 6.250 top5 0.781 | Epoch: [73][247/553] Time 2.491 Data 0.001 Err 0.1910 top1 5.469 top5 1.562 | Epoch: [73][248/553] Time 2.483 Data 0.001 Err 0.4046 top1 9.375 top5 3.906 | Epoch: [73][249/553] Time 2.487 Data 0.001 Err 0.3290 top1 8.594 top5 3.125 | Epoch: [73][250/553] Time 2.459 Data 0.001 Err 0.1865 top1 6.250 top5 1.562 | Epoch: [73][251/553] Time 2.480 Data 0.001 Err 0.2464 top1 6.250 top5 1.562 | Epoch: [73][252/553] Time 2.513 Data 0.001 Err 0.2043 top1 5.469 top5 0.000 | Epoch: [73][253/553] Time 2.475 Data 0.001 Err 0.1550 top1 4.688 top5 0.000 | Epoch: [73][254/553] Time 2.499 Data 0.001 Err 0.2488 top1 5.469 top5 2.344 | Epoch: [73][255/553] Time 2.475 Data 0.001 Err 0.1092 top1 3.125 top5 0.781 | Epoch: [73][256/553] Time 2.445 Data 0.001 Err 0.2873 top1 7.031 top5 2.344 | Epoch: [73][257/553] Time 2.441 Data 0.001 Err 0.1378 top1 3.125 top5 0.781 | Epoch: [73][258/553] Time 2.470 Data 0.001 Err 0.3493 top1 10.156 top5 2.344 | Epoch: [73][259/553] Time 2.489 Data 0.001 Err 0.1888 top1 6.250 top5 1.562 | Epoch: [73][260/553] Time 2.454 Data 0.002 Err 0.1990 top1 6.250 top5 0.781 | Epoch: [73][261/553] Time 2.433 Data 0.001 Err 0.2491 top1 6.250 top5 1.562 | Epoch: [73][262/553] Time 2.509 Data 0.001 Err 0.2648 top1 9.375 top5 2.344 | Epoch: [73][263/553] Time 2.437 Data 0.001 Err 0.1168 top1 1.562 top5 0.781 | Epoch: [73][264/553] Time 2.477 Data 0.001 Err 0.2478 top1 3.906 top5 1.562 | Epoch: [73][265/553] Time 2.441 Data 0.001 Err 0.1835 top1 4.688 top5 0.781 | Epoch: [73][266/553] Time 2.466 Data 0.001 Err 0.2561 top1 9.375 top5 0.781 | Epoch: [73][267/553] Time 2.440 Data 0.001 Err 0.2545 top1 7.031 top5 2.344 | Epoch: [73][268/553] Time 2.444 Data 0.000 Err 0.1653 top1 4.688 top5 0.781 | Epoch: [73][269/553] Time 2.474 Data 0.001 Err 0.2593 top1 4.688 top5 3.125 | Epoch: [73][270/553] Time 2.489 Data 0.001 Err 0.2583 top1 8.594 top5 0.781 | Epoch: [73][271/553] Time 2.456 Data 0.001 Err 0.1344 top1 3.125 top5 0.000 | Epoch: [73][272/553] Time 2.454 Data 0.001 Err 0.0985 top1 3.125 top5 0.000 | Epoch: [73][273/553] Time 2.456 Data 0.001 Err 0.2074 top1 5.469 top5 2.344 | Epoch: [73][274/553] Time 2.471 Data 0.001 Err 0.3384 top1 9.375 top5 1.562 | Epoch: [73][275/553] Time 2.446 Data 0.001 Err 0.1465 top1 3.125 top5 0.000 | Epoch: [73][276/553] Time 2.442 Data 0.001 Err 0.2221 top1 4.688 top5 0.781 | Epoch: [73][277/553] Time 2.472 Data 0.001 Err 0.2282 top1 5.469 top5 0.781 | Epoch: [73][278/553] Time 2.477 Data 0.001 Err 0.2418 top1 8.594 top5 0.781 | Epoch: [73][279/553] Time 2.446 Data 0.001 Err 0.2172 top1 7.812 top5 0.781 | Epoch: [73][280/553] Time 2.444 Data 0.001 Err 0.2501 top1 7.812 top5 1.562 | Epoch: [73][281/553] Time 2.455 Data 0.001 Err 0.2576 top1 4.688 top5 3.125 | Epoch: [73][282/553] Time 2.523 Data 0.001 Err 0.1585 top1 4.688 top5 0.781 | Epoch: [73][283/553] Time 2.457 Data 0.000 Err 0.4788 top1 9.375 top5 5.469 | Epoch: [73][284/553] Time 2.466 Data 0.001 Err 0.1952 top1 4.688 top5 2.344 | Epoch: [73][285/553] Time 2.468 Data 0.001 Err 0.2680 top1 7.812 top5 3.125 | Epoch: [73][286/553] Time 2.440 Data 0.001 Err 0.2224 top1 6.250 top5 2.344 | Epoch: [73][287/553] Time 2.462 Data 0.001 Err 0.1899 top1 4.688 top5 0.781 | Epoch: [73][288/553] Time 2.467 Data 0.001 Err 0.3153 top1 7.031 top5 3.125 | Epoch: [73][289/553] Time 2.451 Data 0.001 Err 0.2329 top1 4.688 top5 2.344 | Epoch: [73][290/553] Time 2.457 Data 0.001 Err 0.2445 top1 7.812 top5 1.562 | Epoch: [73][291/553] Time 2.448 Data 0.001 Err 0.4195 top1 10.156 top5 5.469 | Epoch: [73][292/553] Time 2.472 Data 0.001 Err 0.1904 top1 3.906 top5 2.344 | Epoch: [73][293/553] Time 2.444 Data 0.001 Err 0.1693 top1 4.688 top5 1.562 | Epoch: [73][294/553] Time 2.493 Data 0.001 Err 0.2616 top1 8.594 top5 0.781 | Epoch: [73][295/553] Time 2.469 Data 0.001 Err 0.1510 top1 3.125 top5 0.781 | Epoch: [73][296/553] Time 2.442 Data 0.001 Err 0.1886 top1 4.688 top5 2.344 | Epoch: [73][297/553] Time 2.505 Data 0.001 Err 0.2409 top1 7.031 top5 2.344 | Epoch: [73][298/553] Time 2.449 Data 0.001 Err 0.1971 top1 3.125 top5 1.562 | Epoch: [73][299/553] Time 2.450 Data 0.001 Err 0.2509 top1 7.812 top5 2.344 | Epoch: [73][300/553] Time 2.480 Data 0.001 Err 0.3001 top1 9.375 top5 3.906 | Epoch: [73][301/553] Time 2.485 Data 0.000 Err 0.2824 top1 10.156 top5 1.562 | Epoch: [73][302/553] Time 2.480 Data 0.001 Err 0.2802 top1 7.031 top5 3.125 | Epoch: [73][303/553] Time 2.468 Data 0.001 Err 0.1855 top1 3.906 top5 1.562 | Epoch: [73][304/553] Time 2.474 Data 0.001 Err 0.2174 top1 4.688 top5 2.344 | Epoch: [73][305/553] Time 2.504 Data 0.001 Err 0.2235 top1 6.250 top5 2.344 | Epoch: [73][306/553] Time 2.451 Data 0.001 Err 0.2782 top1 4.688 top5 3.125 | Epoch: [73][307/553] Time 2.448 Data 0.001 Err 0.3540 top1 9.375 top5 3.125 | Epoch: [73][308/553] Time 2.483 Data 0.001 Err 0.2403 top1 5.469 top5 1.562 | Epoch: [73][309/553] Time 2.466 Data 0.001 Err 0.2043 top1 4.688 top5 1.562 | Epoch: [73][310/553] Time 2.469 Data 0.001 Err 0.1785 top1 6.250 top5 0.000 | Epoch: [73][311/553] Time 2.488 Data 0.000 Err 0.2619 top1 7.812 top5 1.562 | Epoch: [73][312/553] Time 2.462 Data 0.001 Err 0.2126 top1 5.469 top5 1.562 | Epoch: [73][313/553] Time 2.493 Data 0.001 Err 0.4083 top1 10.156 top5 3.906 | Epoch: [73][314/553] Time 2.441 Data 0.001 Err 0.3158 top1 9.375 top5 2.344 | Epoch: [73][315/553] Time 2.443 Data 0.001 Err 0.3412 top1 7.031 top5 4.688 | Epoch: [73][316/553] Time 2.468 Data 0.001 Err 0.2949 top1 7.031 top5 1.562 | Epoch: [73][317/553] Time 2.491 Data 0.001 Err 0.1529 top1 3.906 top5 0.781 | Epoch: [73][318/553] Time 2.469 Data 0.001 Err 0.4413 top1 10.938 top5 3.906 | Epoch: [73][319/553] Time 2.493 Data 0.001 Err 0.2500 top1 5.469 top5 1.562 | Epoch: [73][320/553] Time 2.488 Data 0.001 Err 0.2170 top1 4.688 top5 1.562 | Epoch: [73][321/553] Time 2.458 Data 0.001 Err 0.2165 top1 7.031 top5 1.562 | Epoch: [73][322/553] Time 2.477 Data 0.000 Err 0.2479 top1 7.031 top5 1.562 | Epoch: [73][323/553] Time 2.492 Data 0.001 Err 0.2126 top1 6.250 top5 0.781 | Epoch: [73][324/553] Time 2.444 Data 0.001 Err 0.1680 top1 3.906 top5 0.000 | Epoch: [73][325/553] Time 2.445 Data 0.001 Err 0.2581 top1 6.250 top5 1.562 | Epoch: [73][326/553] Time 2.485 Data 0.001 Err 0.2887 top1 7.031 top5 4.688 | Epoch: [73][327/553] Time 2.442 Data 0.001 Err 0.2502 top1 7.812 top5 2.344 | Epoch: [73][328/553] Time 2.450 Data 0.001 Err 0.5692 top1 13.281 top5 6.250 | Epoch: [73][329/553] Time 2.458 Data 0.000 Err 0.3841 top1 7.031 top5 2.344 | Epoch: [73][330/553] Time 2.478 Data 0.001 Err 0.2237 top1 6.250 top5 1.562 | Epoch: [73][331/553] Time 2.484 Data 0.001 Err 0.3051 top1 7.812 top5 3.125 | Epoch: [73][332/553] Time 2.452 Data 0.001 Err 0.3154 top1 7.812 top5 1.562 | Epoch: [73][333/553] Time 2.443 Data 0.001 Err 0.2391 top1 5.469 top5 1.562 | Epoch: [73][334/553] Time 2.482 Data 0.001 Err 0.2303 top1 7.812 top5 0.781 | Epoch: [73][335/553] Time 2.453 Data 0.001 Err 0.1798 top1 3.125 top5 1.562 | Epoch: [73][336/553] Time 2.447 Data 0.004 Err 0.2785 top1 6.250 top5 0.781 | Epoch: [73][337/553] Time 2.478 Data 0.000 Err 0.3204 top1 8.594 top5 2.344 | Epoch: [73][338/553] Time 2.477 Data 0.001 Err 0.2261 top1 7.031 top5 0.781 | Epoch: [73][339/553] Time 2.449 Data 0.001 Err 0.1682 top1 5.469 top5 0.781 | Epoch: [73][340/553] Time 2.442 Data 0.001 Err 0.2786 top1 7.031 top5 1.562 | Epoch: [73][341/553] Time 2.450 Data 0.001 Err 0.1962 top1 7.812 top5 0.000 | Epoch: [73][342/553] Time 2.453 Data 0.001 Err 0.2064 top1 4.688 top5 1.562 | Epoch: [73][343/553] Time 2.473 Data 0.001 Err 0.2817 top1 7.812 top5 3.906 | Epoch: [73][344/553] Time 2.445 Data 0.001 Err 0.1166 top1 3.125 top5 0.000 | Epoch: [73][345/553] Time 2.448 Data 0.001 Err 0.1779 top1 5.469 top5 0.781 | Epoch: [73][346/553] Time 2.461 Data 0.001 Err 0.1068 top1 3.906 top5 0.781 | Epoch: [73][347/553] Time 2.482 Data 0.001 Err 0.3690 top1 10.156 top5 3.125 | Epoch: [73][348/553] Time 2.449 Data 0.001 Err 0.2154 top1 4.688 top5 1.562 | Epoch: [73][349/553] Time 2.485 Data 0.001 Err 0.2934 top1 5.469 top5 3.906 | Epoch: [73][350/553] Time 2.454 Data 0.001 Err 0.2070 top1 7.031 top5 2.344 | Epoch: [73][351/553] Time 2.435 Data 0.001 Err 0.2117 top1 6.250 top5 1.562 | Epoch: [73][352/553] Time 2.435 Data 0.001 Err 0.3835 top1 9.375 top5 1.562 | Epoch: [73][353/553] Time 2.478 Data 0.001 Err 0.2416 top1 7.031 top5 2.344 | Epoch: [73][354/553] Time 2.439 Data 0.001 Err 0.1723 top1 5.469 top5 0.781 | Epoch: [73][355/553] Time 2.479 Data 0.001 Err 0.1388 top1 1.562 top5 0.000 | Epoch: [73][356/553] Time 2.450 Data 0.001 Err 0.0873 top1 2.344 top5 0.000 | Epoch: [73][357/553] Time 2.485 Data 0.001 Err 0.1263 top1 2.344 top5 1.562 | Epoch: [73][358/553] Time 2.446 Data 0.001 Err 0.3154 top1 9.375 top5 2.344 | Epoch: [73][359/553] Time 2.453 Data 0.001 Err 0.2409 top1 5.469 top5 1.562 | Epoch: [73][360/553] Time 2.452 Data 0.000 Err 0.1663 top1 3.906 top5 1.562 | Epoch: [73][361/553] Time 2.441 Data 0.001 Err 0.3727 top1 8.594 top5 3.125 | Epoch: [73][362/553] Time 2.445 Data 0.001 Err 0.1703 top1 3.906 top5 0.781 | Epoch: [73][363/553] Time 2.454 Data 0.001 Err 0.2480 top1 8.594 top5 2.344 | Epoch: [73][364/553] Time 2.449 Data 0.001 Err 0.2493 top1 7.031 top5 2.344 | Epoch: [73][365/553] Time 2.457 Data 0.001 Err 0.2349 top1 5.469 top5 0.781 | Epoch: [73][366/553] Time 2.452 Data 0.001 Err 0.2179 top1 5.469 top5 2.344 | Epoch: [73][367/553] Time 2.457 Data 0.001 Err 0.1471 top1 5.469 top5 0.000 | Epoch: [73][368/553] Time 2.448 Data 0.000 Err 0.1184 top1 4.688 top5 0.000 | Epoch: [73][369/553] Time 2.530 Data 0.001 Err 0.2938 top1 8.594 top5 1.562 | Epoch: [73][370/553] Time 2.494 Data 0.001 Err 0.2650 top1 5.469 top5 3.906 | Epoch: [73][371/553] Time 2.448 Data 0.001 Err 0.2524 top1 6.250 top5 1.562 | Epoch: [73][372/553] Time 2.442 Data 0.001 Err 0.2913 top1 7.812 top5 2.344 | Epoch: [73][373/553] Time 2.479 Data 0.001 Err 0.1894 top1 4.688 top5 0.000 | Epoch: [73][374/553] Time 2.456 Data 0.001 Err 0.2941 top1 7.812 top5 3.906 | Epoch: [73][375/553] Time 2.498 Data 0.001 Err 0.2467 top1 6.250 top5 3.125 | Epoch: [73][376/553] Time 2.487 Data 0.001 Err 0.3206 top1 9.375 top5 3.125 | Epoch: [73][377/553] Time 2.455 Data 0.001 Err 0.1947 top1 4.688 top5 0.781 | Epoch: [73][378/553] Time 2.456 Data 0.000 Err 0.2436 top1 6.250 top5 3.125 | Epoch: [73][379/553] Time 2.448 Data 0.000 Err 0.3178 top1 8.594 top5 2.344 | Epoch: [73][380/553] Time 2.442 Data 0.001 Err 0.1861 top1 4.688 top5 1.562 | Epoch: [73][381/553] Time 2.480 Data 0.001 Err 0.2741 top1 7.031 top5 2.344 | Epoch: [73][382/553] Time 2.475 Data 0.001 Err 0.3982 top1 9.375 top5 4.688 | Epoch: [73][383/553] Time 2.470 Data 0.001 Err 0.2135 top1 7.031 top5 1.562 | Epoch: [73][384/553] Time 2.453 Data 0.001 Err 0.2532 top1 7.031 top5 0.000 | Epoch: [73][385/553] Time 2.438 Data 0.001 Err 0.2799 top1 9.375 top5 2.344 | Epoch: [73][386/553] Time 2.471 Data 0.001 Err 0.2266 top1 7.031 top5 0.781 | Epoch: [73][387/553] Time 2.478 Data 0.000 Err 0.1164 top1 1.562 top5 0.000 | Epoch: [73][388/553] Time 2.477 Data 0.001 Err 0.2567 top1 6.250 top5 2.344 | Epoch: [73][389/553] Time 2.454 Data 0.001 Err 0.1468 top1 4.688 top5 1.562 | Epoch: [73][390/553] Time 2.486 Data 0.001 Err 0.1626 top1 3.125 top5 0.781 | Epoch: [73][391/553] Time 2.466 Data 0.001 Err 0.2303 top1 7.031 top5 0.781 | Epoch: [73][392/553] Time 2.437 Data 0.001 Err 0.2244 top1 6.250 top5 1.562 | Epoch: [73][393/553] Time 2.431 Data 0.001 Err 0.2224 top1 5.469 top5 1.562 | Epoch: [73][394/553] Time 2.465 Data 0.001 Err 0.2499 top1 6.250 top5 2.344 | Epoch: [73][395/553] Time 2.490 Data 0.001 Err 0.2151 top1 5.469 top5 0.781 | Epoch: [73][396/553] Time 2.435 Data 0.001 Err 0.1736 top1 3.906 top5 0.781 | Epoch: [73][397/553] Time 2.447 Data 0.001 Err 0.1455 top1 3.125 top5 1.562 | Epoch: [73][398/553] Time 2.447 Data 0.001 Err 0.1993 top1 7.812 top5 0.000 | Epoch: [73][399/553] Time 2.443 Data 0.001 Err 0.2347 top1 6.250 top5 1.562 | Epoch: [73][400/553] Time 2.450 Data 0.001 Err 0.3354 top1 8.594 top5 3.906 | Epoch: [73][401/553] Time 2.438 Data 0.001 Err 0.2875 top1 8.594 top5 3.125 | Epoch: [73][402/553] Time 2.523 Data 0.001 Err 0.1956 top1 4.688 top5 1.562 | Epoch: [73][403/553] Time 2.505 Data 0.001 Err 0.2024 top1 5.469 top5 0.781 | Epoch: [73][404/553] Time 2.449 Data 0.001 Err 0.2608 top1 8.594 top5 1.562 | Epoch: [73][405/553] Time 2.473 Data 0.001 Err 0.3103 top1 9.375 top5 2.344 | Epoch: [73][406/553] Time 2.506 Data 0.001 Err 0.2396 top1 5.469 top5 2.344 | Epoch: [73][407/553] Time 2.467 Data 0.000 Err 0.2720 top1 3.906 top5 2.344 | Epoch: [73][408/553] Time 2.452 Data 0.001 Err 0.4043 top1 10.156 top5 2.344 | Epoch: [73][409/553] Time 2.450 Data 0.001 Err 0.1692 top1 4.688 top5 1.562 | Epoch: [73][410/553] Time 2.473 Data 0.001 Err 0.2166 top1 6.250 top5 1.562 | Epoch: [73][411/553] Time 2.443 Data 0.001 Err 0.1959 top1 4.688 top5 0.781 | Epoch: [73][412/553] Time 2.435 Data 0.002 Err 0.4681 top1 12.500 top5 4.688 | Epoch: [73][413/553] Time 2.468 Data 0.001 Err 0.2957 top1 9.375 top5 2.344 | Epoch: [73][414/553] Time 2.440 Data 0.001 Err 0.3530 top1 9.375 top5 3.125 | Epoch: [73][415/553] Time 2.446 Data 0.001 Err 0.2576 top1 4.688 top5 3.125 | Epoch: [73][416/553] Time 2.447 Data 0.001 Err 0.3681 top1 10.156 top5 3.906 | Epoch: [73][417/553] Time 2.445 Data 0.001 Err 0.0953 top1 2.344 top5 0.000 | Epoch: [73][418/553] Time 2.513 Data 0.001 Err 0.1871 top1 4.688 top5 0.781 | Epoch: [73][419/553] Time 2.438 Data 0.001 Err 0.2227 top1 3.906 top5 2.344 | Epoch: [73][420/553] Time 2.439 Data 0.001 Err 0.1983 top1 4.688 top5 2.344 | Epoch: [73][421/553] Time 2.486 Data 0.001 Err 0.2185 top1 4.688 top5 1.562 | Epoch: [73][422/553] Time 2.454 Data 0.001 Err 0.2766 top1 7.812 top5 2.344 | Epoch: [73][423/553] Time 2.496 Data 0.001 Err 0.2287 top1 4.688 top5 1.562 | Epoch: [73][424/553] Time 2.445 Data 0.001 Err 0.2753 top1 9.375 top5 0.781 | Epoch: [73][425/553] Time 2.474 Data 0.001 Err 0.2074 top1 5.469 top5 1.562 | Epoch: [73][426/553] Time 2.448 Data 0.001 Err 0.2164 top1 6.250 top5 1.562 | Epoch: [73][427/553] Time 2.468 Data 0.001 Err 0.2603 top1 7.031 top5 2.344 | Epoch: [73][428/553] Time 2.442 Data 0.001 Err 0.1256 top1 2.344 top5 0.781 | Epoch: [73][429/553] Time 2.442 Data 0.001 Err 0.2725 top1 7.031 top5 1.562 | Epoch: [73][430/553] Time 2.439 Data 0.001 Err 0.0939 top1 3.125 top5 0.000 | Epoch: [73][431/553] Time 2.478 Data 0.001 Err 0.2979 top1 7.812 top5 1.562 | Epoch: [73][432/553] Time 2.453 Data 0.001 Err 0.2782 top1 7.812 top5 3.125 | Epoch: [73][433/553] Time 2.508 Data 0.001 Err 0.2806 top1 8.594 top5 3.125 | Epoch: [73][434/553] Time 2.460 Data 0.001 Err 0.2142 top1 5.469 top5 1.562 | Epoch: [73][435/553] Time 2.477 Data 0.001 Err 0.2110 top1 4.688 top5 1.562 | Epoch: [73][436/553] Time 2.461 Data 0.001 Err 0.3454 top1 11.719 top5 3.125 | Epoch: [73][437/553] Time 2.448 Data 0.001 Err 0.3167 top1 7.031 top5 3.906 | Epoch: [73][438/553] Time 2.440 Data 0.001 Err 0.2479 top1 7.031 top5 0.781 | Epoch: [73][439/553] Time 2.520 Data 0.001 Err 0.2813 top1 7.031 top5 2.344 | Epoch: [73][440/553] Time 2.504 Data 0.001 Err 0.2650 top1 6.250 top5 2.344 | Epoch: [73][441/553] Time 2.484 Data 0.001 Err 0.2909 top1 6.250 top5 3.125 | Epoch: [73][442/553] Time 2.457 Data 0.001 Err 0.2606 top1 7.031 top5 1.562 | Epoch: [73][443/553] Time 2.476 Data 0.001 Err 0.1272 top1 3.906 top5 0.000 | Epoch: [73][444/553] Time 2.468 Data 0.001 Err 0.3241 top1 8.594 top5 3.125 | Epoch: [73][445/553] Time 2.486 Data 0.001 Err 0.2282 top1 6.250 top5 1.562 | Epoch: [73][446/553] Time 2.490 Data 0.001 Err 0.2833 top1 6.250 top5 3.125 | Epoch: [73][447/553] Time 2.477 Data 0.000 Err 0.2095 top1 6.250 top5 1.562 | Epoch: [73][448/553] Time 2.457 Data 0.001 Err 0.1289 top1 3.125 top5 0.000 | Epoch: [73][449/553] Time 2.477 Data 0.001 Err 0.2629 top1 6.250 top5 1.562 | Epoch: [73][450/553] Time 2.468 Data 0.001 Err 0.1795 top1 3.125 top5 1.562 | Epoch: [73][451/553] Time 2.475 Data 0.001 Err 0.2787 top1 8.594 top5 1.562 | Epoch: [73][452/553] Time 2.458 Data 0.001 Err 0.2460 top1 7.031 top5 2.344 | Epoch: [73][453/553] Time 2.442 Data 0.001 Err 0.1777 top1 5.469 top5 2.344 | Epoch: [73][454/553] Time 2.476 Data 0.001 Err 0.3357 top1 7.031 top5 3.906 | Epoch: [73][455/553] Time 2.476 Data 0.000 Err 0.2535 top1 7.812 top5 0.781 | Epoch: [73][456/553] Time 2.457 Data 0.001 Err 0.2353 top1 7.812 top5 0.000 | Epoch: [73][457/553] Time 2.490 Data 0.001 Err 0.1871 top1 3.906 top5 0.781 | Epoch: [73][458/553] Time 2.479 Data 0.001 Err 0.3226 top1 7.812 top5 4.688 | Epoch: [73][459/553] Time 2.473 Data 0.001 Err 0.3791 top1 10.156 top5 3.125 | Epoch: [73][460/553] Time 2.475 Data 0.001 Err 0.1577 top1 3.125 top5 0.781 | Epoch: [73][461/553] Time 2.446 Data 0.001 Err 0.0953 top1 1.562 top5 0.781 | Epoch: [73][462/553] Time 2.451 Data 0.001 Err 0.1744 top1 7.031 top5 1.562 | Epoch: [73][463/553] Time 2.455 Data 0.001 Err 0.5013 top1 10.938 top5 4.688 | Epoch: [73][464/553] Time 2.444 Data 0.001 Err 0.2061 top1 4.688 top5 1.562 | Epoch: [73][465/553] Time 2.454 Data 0.001 Err 0.1783 top1 3.125 top5 2.344 | Epoch: [73][466/553] Time 2.435 Data 0.001 Err 0.2968 top1 6.250 top5 2.344 | Epoch: [73][467/553] Time 2.454 Data 0.001 Err 0.2303 top1 5.469 top5 2.344 | Epoch: [73][468/553] Time 2.437 Data 0.001 Err 0.2120 top1 5.469 top5 3.125 | Epoch: [73][469/553] Time 2.451 Data 0.001 Err 0.2203 top1 7.031 top5 1.562 | Epoch: [73][470/553] Time 2.436 Data 0.001 Err 0.2472 top1 9.375 top5 0.000 | Epoch: [73][471/553] Time 2.438 Data 0.001 Err 0.3571 top1 9.375 top5 3.125 | Epoch: [73][472/553] Time 2.448 Data 0.001 Err 0.2353 top1 7.031 top5 1.562 | Epoch: [73][473/553] Time 2.482 Data 0.001 Err 0.1340 top1 3.125 top5 0.781 | Epoch: [73][474/553] Time 2.446 Data 0.001 Err 0.2503 top1 6.250 top5 2.344 | Epoch: [73][475/553] Time 2.450 Data 0.001 Err 0.2292 top1 7.031 top5 0.781 | Epoch: [73][476/553] Time 2.435 Data 0.001 Err 0.2261 top1 6.250 top5 1.562 | Epoch: [73][477/553] Time 2.476 Data 0.001 Err 0.3106 top1 9.375 top5 3.125 | Epoch: [73][478/553] Time 2.442 Data 0.001 Err 0.2516 top1 7.031 top5 1.562 | Epoch: [73][479/553] Time 2.479 Data 0.001 Err 0.2926 top1 7.031 top5 2.344 | Epoch: [73][480/553] Time 2.437 Data 0.001 Err 0.1755 top1 4.688 top5 1.562 | Epoch: [73][481/553] Time 2.454 Data 0.001 Err 0.2591 top1 5.469 top5 2.344 | Epoch: [73][482/553] Time 2.446 Data 0.001 Err 0.1825 top1 7.031 top5 0.781 | Epoch: [73][483/553] Time 2.472 Data 0.001 Err 0.2356 top1 4.688 top5 1.562 | Epoch: [73][484/553] Time 2.450 Data 0.001 Err 0.2708 top1 4.688 top5 1.562 | Epoch: [73][485/553] Time 2.481 Data 0.001 Err 0.3382 top1 9.375 top5 3.125 | Epoch: [73][486/553] Time 2.462 Data 0.001 Err 0.1627 top1 3.125 top5 0.000 | Epoch: [73][487/553] Time 2.465 Data 0.001 Err 0.2500 top1 7.031 top5 1.562 | Epoch: [73][488/553] Time 2.460 Data 0.001 Err 0.2011 top1 5.469 top5 0.781 | Epoch: [73][489/553] Time 2.441 Data 0.000 Err 0.2973 top1 6.250 top5 2.344 | Epoch: [73][490/553] Time 2.438 Data 0.001 Err 0.3467 top1 7.812 top5 2.344 | Epoch: [73][491/553] Time 2.485 Data 0.001 Err 0.1758 top1 3.906 top5 1.562 | Epoch: [73][492/553] Time 2.446 Data 0.001 Err 0.1323 top1 3.906 top5 0.000 | Epoch: [73][493/553] Time 2.481 Data 0.001 Err 0.1800 top1 7.031 top5 0.000 | Epoch: [73][494/553] Time 2.453 Data 0.001 Err 0.2424 top1 6.250 top5 1.562 | Epoch: [73][495/553] Time 2.516 Data 0.001 Err 0.2860 top1 6.250 top5 2.344 | Epoch: [73][496/553] Time 2.435 Data 0.001 Err 0.2680 top1 7.812 top5 1.562 | Epoch: [73][497/553] Time 2.475 Data 0.001 Err 0.1764 top1 3.906 top5 0.000 | Epoch: [73][498/553] Time 2.454 Data 0.001 Err 0.2818 top1 7.031 top5 3.125 | Epoch: [73][499/553] Time 2.480 Data 0.001 Err 0.2362 top1 7.031 top5 0.000 | Epoch: [73][500/553] Time 2.455 Data 0.001 Err 0.2626 top1 7.812 top5 0.781 | Epoch: [73][501/553] Time 2.486 Data 0.001 Err 0.2233 top1 6.250 top5 1.562 | Epoch: [73][502/553] Time 2.501 Data 0.001 Err 0.1007 top1 2.344 top5 0.781 | Epoch: [73][503/553] Time 2.457 Data 0.001 Err 0.2218 top1 5.469 top5 1.562 | Epoch: [73][504/553] Time 2.451 Data 0.001 Err 0.2982 top1 7.031 top5 1.562 | Epoch: [73][505/553] Time 2.449 Data 0.001 Err 0.1731 top1 3.906 top5 0.000 | Epoch: [73][506/553] Time 2.451 Data 0.001 Err 0.3316 top1 7.812 top5 3.125 | Epoch: [73][507/553] Time 2.477 Data 0.001 Err 0.2194 top1 4.688 top5 1.562 | Epoch: [73][508/553] Time 2.434 Data 0.001 Err 0.2048 top1 5.469 top5 0.781 | Epoch: [73][509/553] Time 2.496 Data 0.001 Err 0.3327 top1 9.375 top5 3.906 | Epoch: [73][510/553] Time 2.445 Data 0.001 Err 0.3520 top1 7.031 top5 3.906 | Epoch: [73][511/553] Time 2.445 Data 0.001 Err 0.2287 top1 7.031 top5 0.000 | Epoch: [73][512/553] Time 2.453 Data 0.001 Err 0.3495 top1 9.375 top5 1.562 | Epoch: [73][513/553] Time 2.482 Data 0.001 Err 0.2291 top1 4.688 top5 0.781 | Epoch: [73][514/553] Time 2.450 Data 0.001 Err 0.2447 top1 4.688 top5 2.344 | Epoch: [73][515/553] Time 2.459 Data 0.001 Err 0.2049 top1 5.469 top5 1.562 | Epoch: [73][516/553] Time 2.445 Data 0.001 Err 0.2359 top1 7.031 top5 1.562 | Epoch: [73][517/553] Time 2.459 Data 0.001 Err 0.2424 top1 6.250 top5 3.125 | Epoch: [73][518/553] Time 2.453 Data 0.001 Err 0.1845 top1 5.469 top5 0.781 | Epoch: [73][519/553] Time 2.446 Data 0.001 Err 0.2517 top1 7.031 top5 0.781 | Epoch: [73][520/553] Time 2.454 Data 0.000 Err 0.2003 top1 5.469 top5 1.562 | Epoch: [73][521/553] Time 2.484 Data 0.000 Err 0.4229 top1 9.375 top5 5.469 | Epoch: [73][522/553] Time 2.452 Data 0.001 Err 0.1835 top1 4.688 top5 1.562 | Epoch: [73][523/553] Time 2.457 Data 0.001 Err 0.1757 top1 6.250 top5 0.000 | Epoch: [73][524/553] Time 2.488 Data 0.001 Err 0.1434 top1 3.906 top5 0.000 | Epoch: [73][525/553] Time 2.463 Data 0.001 Err 0.2372 top1 8.594 top5 0.781 | Epoch: [73][526/553] Time 2.502 Data 0.003 Err 0.2566 top1 6.250 top5 2.344 | Epoch: [73][527/553] Time 2.440 Data 0.001 Err 0.2119 top1 4.688 top5 1.562 | Epoch: [73][528/553] Time 2.445 Data 0.000 Err 0.2999 top1 9.375 top5 0.781 | Epoch: [73][529/553] Time 2.479 Data 0.001 Err 0.2091 top1 6.250 top5 2.344 | Epoch: [73][530/553] Time 2.451 Data 0.001 Err 0.1971 top1 3.906 top5 2.344 | Epoch: [73][531/553] Time 2.434 Data 0.001 Err 0.2332 top1 8.594 top5 1.562 | Epoch: [73][532/553] Time 2.448 Data 0.001 Err 0.2986 top1 5.469 top5 2.344 | Epoch: [73][533/553] Time 2.479 Data 0.001 Err 0.2745 top1 9.375 top5 1.562 | Epoch: [73][534/553] Time 2.460 Data 0.001 Err 0.3695 top1 9.375 top5 4.688 | Epoch: [73][535/553] Time 2.444 Data 0.001 Err 0.2457 top1 7.812 top5 1.562 | Epoch: [73][536/553] Time 2.442 Data 0.001 Err 0.1502 top1 3.906 top5 0.781 | Epoch: [73][537/553] Time 2.474 Data 0.001 Err 0.2873 top1 9.375 top5 2.344 | Epoch: [73][538/553] Time 2.458 Data 0.001 Err 0.2348 top1 8.594 top5 1.562 | Epoch: [73][539/553] Time 2.470 Data 0.001 Err 0.4130 top1 10.156 top5 3.906 | Epoch: [73][540/553] Time 2.452 Data 0.000 Err 0.2111 top1 4.688 top5 2.344 | Epoch: [73][541/553] Time 2.462 Data 0.001 Err 0.3494 top1 7.812 top5 3.125 | Epoch: [73][542/553] Time 2.453 Data 0.001 Err 0.2441 top1 7.031 top5 1.562 | Epoch: [73][543/553] Time 2.497 Data 0.000 Err 0.1886 top1 5.469 top5 0.781 | Epoch: [73][544/553] Time 2.441 Data 0.000 Err 0.2861 top1 6.250 top5 3.125 | Epoch: [73][545/553] Time 2.478 Data 0.000 Err 0.1987 top1 6.250 top5 1.562 | Epoch: [73][546/553] Time 2.435 Data 0.000 Err 0.2010 top1 3.125 top5 2.344 | Epoch: [73][547/553] Time 2.443 Data 0.000 Err 0.2045 top1 5.469 top5 1.562 | Epoch: [73][548/553] Time 2.451 Data 0.000 Err 0.2640 top1 7.812 top5 2.344 | Epoch: [73][549/553] Time 2.447 Data 0.000 Err 0.1578 top1 3.125 top5 0.781 | Epoch: [73][550/553] Time 2.453 Data 0.000 Err 0.2513 top1 5.469 top5 1.562 | Epoch: [73][551/553] Time 2.444 Data 0.000 Err 0.3431 top1 9.375 top5 2.344 | Epoch: [73][552/553] Time 2.436 Data 0.000 Err 0.2617 top1 4.688 top5 2.344 | Epoch: [73][553/553] Time 1.030 Data 0.000 Err 0.4258 top1 11.364 top5 6.818 | Test: [73][1/198] Time 2.237 Data 1.517 top1 9.375 ( 9.375) top5 0.000 ( 0.000) | Test: [73][2/198] Time 0.730 Data 0.001 top1 13.281 ( 11.328) top5 3.906 ( 1.953) | Test: [73][3/198] Time 0.718 Data 0.000 top1 12.500 ( 11.719) top5 4.688 ( 2.865) | Test: [73][4/198] Time 0.719 Data 0.001 top1 12.500 ( 11.914) top5 1.562 ( 2.539) | Test: [73][5/198] Time 0.718 Data 0.001 top1 8.594 ( 11.250) top5 3.906 ( 2.812) | Test: [73][6/198] Time 0.724 Data 0.001 top1 11.719 ( 11.328) top5 3.125 ( 2.865) | Test: [73][7/198] Time 0.722 Data 0.001 top1 13.281 ( 11.607) top5 1.562 ( 2.679) | Test: [73][8/198] Time 0.728 Data 0.001 top1 15.625 ( 12.109) top5 3.906 ( 2.832) | Test: [73][9/198] Time 0.722 Data 0.001 top1 13.281 ( 12.240) top5 1.562 ( 2.691) | Test: [73][10/198] Time 0.717 Data 0.001 top1 12.500 ( 12.266) top5 3.125 ( 2.734) | Test: [73][11/198] Time 0.719 Data 0.001 top1 20.312 ( 12.997) top5 5.469 ( 2.983) | Test: [73][12/198] Time 0.728 Data 0.001 top1 9.375 ( 12.695) top5 0.781 ( 2.799) | Test: [73][13/198] Time 0.724 Data 0.001 top1 14.844 ( 12.861) top5 0.000 ( 2.584) | Test: [73][14/198] Time 0.743 Data 0.001 top1 7.812 ( 12.500) top5 2.344 ( 2.567) | Test: [73][15/198] Time 0.755 Data 0.001 top1 13.281 ( 12.552) top5 1.562 ( 2.500) | Test: [73][16/198] Time 0.813 Data 0.002 top1 7.812 ( 12.256) top5 0.000 ( 2.344) | Test: [73][17/198] Time 0.724 Data 0.001 top1 13.281 ( 12.316) top5 0.000 ( 2.206) | Test: [73][18/198] Time 0.727 Data 0.001 top1 7.812 ( 12.066) top5 3.125 ( 2.257) | Test: [73][19/198] Time 0.800 Data 0.001 top1 14.062 ( 12.171) top5 1.562 ( 2.220) | Test: [73][20/198] Time 0.751 Data 0.001 top1 13.281 ( 12.227) top5 3.906 ( 2.305) | Test: [73][21/198] Time 0.733 Data 0.000 top1 10.156 ( 12.128) top5 0.781 ( 2.232) | Test: [73][22/198] Time 0.719 Data 0.000 top1 8.594 ( 11.967) top5 1.562 ( 2.202) | Test: [73][23/198] Time 0.725 Data 0.001 top1 8.594 ( 11.821) top5 1.562 ( 2.174) | Test: [73][24/198] Time 0.721 Data 0.001 top1 13.281 ( 11.882) top5 1.562 ( 2.148) | Test: [73][25/198] Time 0.727 Data 0.001 top1 14.062 ( 11.969) top5 3.125 ( 2.188) | Test: [73][26/198] Time 0.725 Data 0.001 top1 11.719 ( 11.959) top5 2.344 ( 2.194) | Test: [73][27/198] Time 0.733 Data 0.001 top1 16.406 ( 12.124) top5 3.125 ( 2.228) | Test: [73][28/198] Time 0.799 Data 0.001 top1 13.281 ( 12.165) top5 0.000 ( 2.148) | Test: [73][29/198] Time 0.798 Data 0.001 top1 17.188 ( 12.338) top5 1.562 ( 2.128) | Test: [73][30/198] Time 0.722 Data 0.001 top1 11.719 ( 12.318) top5 2.344 ( 2.135) | Test: [73][31/198] Time 0.715 Data 0.001 top1 10.156 ( 12.248) top5 3.906 ( 2.193) | Test: [73][32/198] Time 0.713 Data 0.001 top1 13.281 ( 12.280) top5 2.344 ( 2.197) | Test: [73][33/198] Time 0.722 Data 0.001 top1 8.594 ( 12.169) top5 1.562 ( 2.178) | Test: [73][34/198] Time 0.726 Data 0.001 top1 7.812 ( 12.040) top5 3.125 ( 2.206) | Test: [73][35/198] Time 0.732 Data 0.001 top1 12.500 ( 12.054) top5 4.688 ( 2.277) | Test: [73][36/198] Time 0.728 Data 0.001 top1 14.062 ( 12.109) top5 2.344 ( 2.279) | Test: [73][37/198] Time 0.722 Data 0.001 top1 12.500 ( 12.120) top5 0.781 ( 2.238) | Test: [73][38/198] Time 0.726 Data 0.001 top1 12.500 ( 12.130) top5 1.562 ( 2.220) | Test: [73][39/198] Time 0.725 Data 0.001 top1 11.719 ( 12.119) top5 2.344 ( 2.224) | Test: [73][40/198] Time 0.733 Data 0.001 top1 5.469 ( 11.953) top5 0.000 ( 2.168) | Test: [73][41/198] Time 0.722 Data 0.001 top1 8.594 ( 11.871) top5 0.781 ( 2.134) | Test: [73][42/198] Time 0.717 Data 0.001 top1 14.062 ( 11.923) top5 2.344 ( 2.139) | Test: [73][43/198] Time 0.801 Data 0.001 top1 8.594 ( 11.846) top5 0.781 ( 2.108) | Test: [73][44/198] Time 0.736 Data 0.001 top1 15.625 ( 11.932) top5 0.781 ( 2.077) | Test: [73][45/198] Time 0.739 Data 0.001 top1 10.938 ( 11.910) top5 0.000 ( 2.031) | Test: [73][46/198] Time 0.816 Data 0.001 top1 15.625 ( 11.990) top5 5.469 ( 2.106) | Test: [73][47/198] Time 0.816 Data 0.001 top1 10.156 ( 11.951) top5 1.562 ( 2.094) | Test: [73][48/198] Time 0.731 Data 0.001 top1 10.938 ( 11.930) top5 2.344 ( 2.100) | Test: [73][49/198] Time 0.721 Data 0.001 top1 18.750 ( 12.070) top5 3.125 ( 2.121) | Test: [73][50/198] Time 0.718 Data 0.001 top1 16.406 ( 12.156) top5 4.688 ( 2.172) | Test: [73][51/198] Time 0.729 Data 0.001 top1 17.188 ( 12.255) top5 3.125 ( 2.191) | Test: [73][52/198] Time 0.717 Data 0.001 top1 18.750 ( 12.380) top5 3.906 ( 2.224) | Test: [73][53/198] Time 0.726 Data 0.001 top1 16.406 ( 12.456) top5 3.906 ( 2.255) | Test: [73][54/198] Time 0.719 Data 0.001 top1 18.750 ( 12.572) top5 3.125 ( 2.271) | Test: [73][55/198] Time 0.728 Data 0.001 top1 11.719 ( 12.557) top5 2.344 ( 2.273) | Test: [73][56/198] Time 0.719 Data 0.001 top1 7.812 ( 12.472) top5 1.562 ( 2.260) | Test: [73][57/198] Time 0.773 Data 0.000 top1 10.938 ( 12.445) top5 0.781 ( 2.234) | Test: [73][58/198] Time 0.776 Data 0.001 top1 10.938 ( 12.419) top5 2.344 ( 2.236) | Test: [73][59/198] Time 0.742 Data 0.000 top1 12.500 ( 12.421) top5 3.906 ( 2.264) | Test: [73][60/198] Time 0.728 Data 0.001 top1 6.250 ( 12.318) top5 0.781 ( 2.240) | Test: [73][61/198] Time 0.716 Data 0.001 top1 17.969 ( 12.410) top5 2.344 ( 2.241) | Test: [73][62/198] Time 0.718 Data 0.001 top1 13.281 ( 12.424) top5 2.344 ( 2.243) | Test: [73][63/198] Time 0.717 Data 0.001 top1 8.594 ( 12.364) top5 2.344 ( 2.245) | Test: [73][64/198] Time 0.720 Data 0.001 top1 7.031 ( 12.280) top5 0.781 ( 2.222) | Test: [73][65/198] Time 0.772 Data 0.000 top1 13.281 ( 12.296) top5 7.031 ( 2.296) | Test: [73][66/198] Time 0.798 Data 0.001 top1 10.156 ( 12.263) top5 0.781 ( 2.273) | Test: [73][67/198] Time 0.794 Data 0.001 top1 10.156 ( 12.232) top5 3.125 ( 2.285) | Test: [73][68/198] Time 0.732 Data 0.000 top1 9.375 ( 12.190) top5 0.781 ( 2.263) | Test: [73][69/198] Time 0.781 Data 0.001 top1 9.375 ( 12.149) top5 1.562 ( 2.253) | Test: [73][70/198] Time 0.798 Data 0.001 top1 9.375 ( 12.109) top5 1.562 ( 2.243) | Test: [73][71/198] Time 0.791 Data 0.001 top1 12.500 ( 12.115) top5 2.344 ( 2.245) | Test: [73][72/198] Time 0.728 Data 0.005 top1 11.719 ( 12.109) top5 2.344 ( 2.246) | Test: [73][73/198] Time 0.823 Data 0.001 top1 15.625 ( 12.158) top5 3.125 ( 2.258) | Test: [73][74/198] Time 0.738 Data 0.004 top1 14.844 ( 12.194) top5 3.125 ( 2.270) | Test: [73][75/198] Time 0.833 Data 0.001 top1 14.844 ( 12.229) top5 1.562 ( 2.260) | Test: [73][76/198] Time 0.735 Data 0.001 top1 14.062 ( 12.253) top5 3.906 ( 2.282) | Test: [73][77/198] Time 0.807 Data 0.001 top1 13.281 ( 12.267) top5 3.125 ( 2.293) | Test: [73][78/198] Time 0.839 Data 0.002 top1 8.594 ( 12.220) top5 1.562 ( 2.284) | Test: [73][79/198] Time 0.745 Data 0.001 top1 13.281 ( 12.233) top5 3.125 ( 2.294) | Test: [73][80/198] Time 0.715 Data 0.000 top1 9.375 ( 12.197) top5 0.781 ( 2.275) | Test: [73][81/198] Time 0.716 Data 0.001 top1 11.719 ( 12.191) top5 3.906 ( 2.296) | Test: [73][82/198] Time 0.724 Data 0.001 top1 15.625 ( 12.233) top5 3.906 ( 2.315) | Test: [73][83/198] Time 0.719 Data 0.001 top1 15.625 ( 12.274) top5 4.688 ( 2.344) | Test: [73][84/198] Time 0.721 Data 0.000 top1 15.625 ( 12.314) top5 1.562 ( 2.334) | Test: [73][85/198] Time 0.720 Data 0.001 top1 12.500 ( 12.316) top5 3.125 ( 2.344) | Test: [73][86/198] Time 0.725 Data 0.000 top1 17.188 ( 12.373) top5 2.344 ( 2.344) | Test: [73][87/198] Time 0.720 Data 0.000 top1 14.844 ( 12.401) top5 3.125 ( 2.353) | Test: [73][88/198] Time 0.717 Data 0.000 top1 14.844 ( 12.429) top5 4.688 ( 2.379) | Test: [73][89/198] Time 0.717 Data 0.001 top1 13.281 ( 12.439) top5 3.125 ( 2.388) | Test: [73][90/198] Time 0.713 Data 0.001 top1 5.469 ( 12.361) top5 1.562 ( 2.378) | Test: [73][91/198] Time 0.729 Data 0.001 top1 11.719 ( 12.354) top5 3.125 ( 2.387) | Test: [73][92/198] Time 0.724 Data 0.002 top1 14.062 ( 12.373) top5 3.906 ( 2.403) | Test: [73][93/198] Time 0.816 Data 0.001 top1 10.938 ( 12.357) top5 2.344 ( 2.403) | Test: [73][94/198] Time 0.727 Data 0.001 top1 9.375 ( 12.325) top5 2.344 ( 2.402) | Test: [73][95/198] Time 0.809 Data 0.001 top1 14.062 ( 12.344) top5 2.344 ( 2.401) | Test: [73][96/198] Time 0.739 Data 0.001 top1 14.062 ( 12.362) top5 6.250 ( 2.441) | Test: [73][97/198] Time 0.828 Data 0.001 top1 17.969 ( 12.419) top5 5.469 ( 2.473) | Test: [73][98/198] Time 0.815 Data 0.001 top1 14.062 ( 12.436) top5 2.344 ( 2.471) | Test: [73][99/198] Time 0.831 Data 0.001 top1 12.500 ( 12.437) top5 3.906 ( 2.486) | Test: [73][100/198] Time 0.729 Data 0.000 top1 13.281 ( 12.445) top5 2.344 ( 2.484) | Test: [73][101/198] Time 0.724 Data 0.001 top1 12.500 ( 12.446) top5 0.781 ( 2.468) | Test: [73][102/198] Time 0.819 Data 0.001 top1 9.375 ( 12.416) top5 1.562 ( 2.459) | Test: [73][103/198] Time 0.818 Data 0.001 top1 5.469 ( 12.348) top5 0.000 ( 2.435) | Test: [73][104/198] Time 0.746 Data 0.001 top1 15.625 ( 12.380) top5 0.781 ( 2.419) | Test: [73][105/198] Time 0.734 Data 0.001 top1 10.156 ( 12.359) top5 4.688 ( 2.440) | Test: [73][106/198] Time 0.738 Data 0.005 top1 11.719 ( 12.353) top5 0.781 ( 2.425) | Test: [73][107/198] Time 0.725 Data 0.001 top1 10.938 ( 12.339) top5 3.125 ( 2.431) | Test: [73][108/198] Time 0.724 Data 0.004 top1 9.375 ( 12.312) top5 2.344 ( 2.431) | Test: [73][109/198] Time 0.741 Data 0.001 top1 14.844 ( 12.335) top5 1.562 ( 2.423) | Test: [73][110/198] Time 0.718 Data 0.001 top1 14.844 ( 12.358) top5 3.125 ( 2.429) | Test: [73][111/198] Time 0.724 Data 0.001 top1 17.188 ( 12.401) top5 6.250 ( 2.463) | Test: [73][112/198] Time 0.718 Data 0.001 top1 10.156 ( 12.381) top5 1.562 ( 2.455) | Test: [73][113/198] Time 0.719 Data 0.001 top1 9.375 ( 12.355) top5 0.000 ( 2.434) | Test: [73][114/198] Time 0.723 Data 0.000 top1 13.281 ( 12.363) top5 2.344 ( 2.433) | Test: [73][115/198] Time 0.719 Data 0.000 top1 12.500 ( 12.364) top5 1.562 ( 2.425) | Test: [73][116/198] Time 0.730 Data 0.001 top1 11.719 ( 12.359) top5 3.125 ( 2.431) | Test: [73][117/198] Time 0.719 Data 0.001 top1 10.156 ( 12.340) top5 1.562 ( 2.424) | Test: [73][118/198] Time 0.717 Data 0.001 top1 12.500 ( 12.341) top5 1.562 ( 2.417) | Test: [73][119/198] Time 0.716 Data 0.001 top1 10.938 ( 12.329) top5 0.781 ( 2.403) | Test: [73][120/198] Time 0.721 Data 0.001 top1 7.031 ( 12.285) top5 0.000 ( 2.383) | Test: [73][121/198] Time 0.751 Data 0.008 top1 9.375 ( 12.261) top5 0.781 ( 2.370) | Test: [73][122/198] Time 0.735 Data 0.001 top1 13.281 ( 12.269) top5 4.688 ( 2.389) | Test: [73][123/198] Time 0.734 Data 0.001 top1 15.625 ( 12.297) top5 5.469 ( 2.414) | Test: [73][124/198] Time 0.735 Data 0.001 top1 11.719 ( 12.292) top5 2.344 ( 2.413) | Test: [73][125/198] Time 0.738 Data 0.001 top1 12.500 ( 12.294) top5 1.562 ( 2.406) | Test: [73][126/198] Time 0.756 Data 0.001 top1 9.375 ( 12.271) top5 1.562 ( 2.400) | Test: [73][127/198] Time 0.733 Data 0.001 top1 12.500 ( 12.272) top5 3.906 ( 2.411) | Test: [73][128/198] Time 0.734 Data 0.001 top1 14.844 ( 12.292) top5 2.344 ( 2.411) | Test: [73][129/198] Time 0.717 Data 0.001 top1 10.156 ( 12.276) top5 1.562 ( 2.404) | Test: [73][130/198] Time 0.718 Data 0.001 top1 9.375 ( 12.254) top5 2.344 ( 2.404) | Test: [73][131/198] Time 0.724 Data 0.002 top1 12.500 ( 12.255) top5 3.125 ( 2.409) | Test: [73][132/198] Time 0.799 Data 0.001 top1 18.750 ( 12.305) top5 5.469 ( 2.433) | Test: [73][133/198] Time 0.728 Data 0.001 top1 10.156 ( 12.289) top5 4.688 ( 2.449) | Test: [73][134/198] Time 0.744 Data 0.001 top1 15.625 ( 12.313) top5 3.125 ( 2.455) | Test: [73][135/198] Time 0.753 Data 0.001 top1 13.281 ( 12.321) top5 1.562 ( 2.448) | Test: [73][136/198] Time 0.754 Data 0.001 top1 10.938 ( 12.310) top5 1.562 ( 2.441) | Test: [73][137/198] Time 0.724 Data 0.001 top1 12.500 ( 12.312) top5 0.781 ( 2.429) | Test: [73][138/198] Time 0.746 Data 0.001 top1 14.062 ( 12.325) top5 1.562 ( 2.423) | Test: [73][139/198] Time 0.719 Data 0.000 top1 12.500 ( 12.326) top5 1.562 ( 2.417) | Test: [73][140/198] Time 0.716 Data 0.000 top1 15.625 ( 12.349) top5 1.562 ( 2.411) | Test: [73][141/198] Time 0.721 Data 0.001 top1 12.500 ( 12.350) top5 3.906 ( 2.421) | Test: [73][142/198] Time 0.710 Data 0.001 top1 12.500 ( 12.351) top5 0.781 ( 2.410) | Test: [73][143/198] Time 0.717 Data 0.001 top1 10.156 ( 12.336) top5 3.906 ( 2.420) | Test: [73][144/198] Time 0.722 Data 0.001 top1 10.938 ( 12.326) top5 2.344 ( 2.420) | Test: [73][145/198] Time 0.728 Data 0.000 top1 16.406 ( 12.355) top5 4.688 ( 2.435) | Test: [73][146/198] Time 0.719 Data 0.000 top1 13.281 ( 12.361) top5 1.562 ( 2.429) | Test: [73][147/198] Time 0.737 Data 0.000 top1 18.750 ( 12.404) top5 4.688 ( 2.445) | Test: [73][148/198] Time 0.723 Data 0.000 top1 9.375 ( 12.384) top5 2.344 ( 2.444) | Test: [73][149/198] Time 0.719 Data 0.000 top1 10.938 ( 12.374) top5 1.562 ( 2.438) | Test: [73][150/198] Time 0.716 Data 0.000 top1 7.812 ( 12.344) top5 1.562 ( 2.432) | Test: [73][151/198] Time 0.720 Data 0.001 top1 10.938 ( 12.334) top5 1.562 ( 2.427) | Test: [73][152/198] Time 0.767 Data 0.001 top1 11.719 ( 12.330) top5 3.125 ( 2.431) | Test: [73][153/198] Time 0.735 Data 0.001 top1 13.281 ( 12.337) top5 4.688 ( 2.446) | Test: [73][154/198] Time 0.751 Data 0.001 top1 9.375 ( 12.317) top5 1.562 ( 2.440) | Test: [73][155/198] Time 0.739 Data 0.001 top1 13.281 ( 12.324) top5 1.562 ( 2.434) | Test: [73][156/198] Time 0.729 Data 0.001 top1 13.281 ( 12.330) top5 1.562 ( 2.429) | Test: [73][157/198] Time 0.742 Data 0.001 top1 14.062 ( 12.341) top5 1.562 ( 2.423) | Test: [73][158/198] Time 0.772 Data 0.001 top1 7.812 ( 12.312) top5 1.562 ( 2.418) | Test: [73][159/198] Time 0.721 Data 0.001 top1 11.719 ( 12.308) top5 0.781 ( 2.408) | Test: [73][160/198] Time 0.712 Data 0.001 top1 8.594 ( 12.285) top5 1.562 ( 2.402) | Test: [73][161/198] Time 0.720 Data 0.001 top1 14.844 ( 12.301) top5 2.344 ( 2.402) | Test: [73][162/198] Time 0.734 Data 0.001 top1 9.375 ( 12.283) top5 0.781 ( 2.392) | Test: [73][163/198] Time 0.743 Data 0.001 top1 12.500 ( 12.284) top5 2.344 ( 2.392) | Test: [73][164/198] Time 0.745 Data 0.001 top1 14.062 ( 12.295) top5 3.906 ( 2.401) | Test: [73][165/198] Time 0.729 Data 0.001 top1 14.062 ( 12.306) top5 1.562 ( 2.396) | Test: [73][166/198] Time 0.718 Data 0.001 top1 11.719 ( 12.302) top5 3.125 ( 2.400) | Test: [73][167/198] Time 0.724 Data 0.000 top1 12.500 ( 12.304) top5 2.344 ( 2.400) | Test: [73][168/198] Time 0.718 Data 0.000 top1 16.406 ( 12.328) top5 3.125 ( 2.404) | Test: [73][169/198] Time 0.718 Data 0.001 top1 7.812 ( 12.301) top5 3.125 ( 2.408) | Test: [73][170/198] Time 0.724 Data 0.000 top1 10.938 ( 12.293) top5 1.562 ( 2.403) | Test: [73][171/198] Time 0.714 Data 0.001 top1 12.500 ( 12.294) top5 2.344 ( 2.403) | Test: [73][172/198] Time 0.721 Data 0.001 top1 8.594 ( 12.273) top5 0.781 ( 2.394) | Test: [73][173/198] Time 0.718 Data 0.001 top1 17.188 ( 12.301) top5 4.688 ( 2.407) | Test: [73][174/198] Time 0.717 Data 0.001 top1 13.281 ( 12.307) top5 2.344 ( 2.407) | Test: [73][175/198] Time 0.750 Data 0.003 top1 13.281 ( 12.312) top5 0.781 ( 2.397) | Test: [73][176/198] Time 0.720 Data 0.001 top1 13.281 ( 12.318) top5 4.688 ( 2.410) | Test: [73][177/198] Time 0.724 Data 0.001 top1 13.281 ( 12.323) top5 3.906 ( 2.419) | Test: [73][178/198] Time 0.731 Data 0.001 top1 14.062 ( 12.333) top5 4.688 ( 2.432) | Test: [73][179/198] Time 0.752 Data 0.009 top1 14.062 ( 12.343) top5 1.562 ( 2.427) | Test: [73][180/198] Time 0.732 Data 0.001 top1 14.844 ( 12.357) top5 3.906 ( 2.435) | Test: [73][181/198] Time 0.743 Data 0.006 top1 14.844 ( 12.371) top5 3.906 ( 2.443) | Test: [73][182/198] Time 0.737 Data 0.001 top1 16.406 ( 12.393) top5 3.125 ( 2.447) | Test: [73][183/198] Time 0.725 Data 0.001 top1 10.938 ( 12.385) top5 1.562 ( 2.442) | Test: [73][184/198] Time 0.722 Data 0.001 top1 17.969 ( 12.415) top5 5.469 ( 2.458) | Test: [73][185/198] Time 0.737 Data 0.001 top1 12.500 ( 12.416) top5 3.906 ( 2.466) | Test: [73][186/198] Time 0.771 Data 0.001 top1 8.594 ( 12.395) top5 0.781 ( 2.457) | Test: [73][187/198] Time 0.724 Data 0.001 top1 10.938 ( 12.387) top5 1.562 ( 2.452) | Test: [73][188/198] Time 0.735 Data 0.000 top1 7.031 ( 12.359) top5 2.344 ( 2.452) | Test: [73][189/198] Time 0.726 Data 0.001 top1 10.938 ( 12.351) top5 3.906 ( 2.459) | Test: [73][190/198] Time 0.725 Data 0.000 top1 12.500 ( 12.352) top5 4.688 ( 2.471) | Test: [73][191/198] Time 0.720 Data 0.000 top1 12.500 ( 12.353) top5 0.781 ( 2.462) | Test: [73][192/198] Time 0.748 Data 0.000 top1 13.281 ( 12.358) top5 2.344 ( 2.462) | Test: [73][193/198] Time 0.719 Data 0.004 top1 13.281 ( 12.362) top5 2.344 ( 2.461) | Test: [73][194/198] Time 0.713 Data 0.000 top1 8.594 ( 12.343) top5 0.781 ( 2.452) | Test: [73][195/198] Time 0.718 Data 0.000 top1 7.812 ( 12.320) top5 1.562 ( 2.448) | Test: [73][196/198] Time 0.715 Data 0.000 top1 14.062 ( 12.329) top5 3.906 ( 2.455) | Test: [73][197/198] Time 0.265 Data 0.000 top1 11.765 ( 12.326) top5 2.941 ( 2.458) | Test: [73][198/198] Time 0.710 Data 0.000 top1 8.594 ( 12.307) top5 1.562 ( 2.453) * Finished epoch # 73 top1: 12.307 top5: 2.453 Epoch 74 => Training epoch # 74 | Epoch: [74][1/553] Time 5.005 Data 2.514 Err 0.2833 top1 7.031 top5 2.344 | Epoch: [74][2/553] Time 2.448 Data 0.002 Err 0.1767 top1 5.469 top5 0.000 | Epoch: [74][3/553] Time 2.431 Data 0.001 Err 0.2739 top1 8.594 top5 3.125 | Epoch: [74][4/553] Time 2.470 Data 0.001 Err 0.2206 top1 4.688 top5 2.344 | Epoch: [74][5/553] Time 2.441 Data 0.001 Err 0.2304 top1 5.469 top5 1.562 | Epoch: [74][6/553] Time 2.442 Data 0.001 Err 0.1927 top1 5.469 top5 1.562 | Epoch: [74][7/553] Time 2.448 Data 0.001 Err 0.2667 top1 8.594 top5 1.562 | Epoch: [74][8/553] Time 2.479 Data 0.001 Err 0.2590 top1 7.031 top5 1.562 | Epoch: [74][9/553] Time 2.440 Data 0.001 Err 0.2516 top1 5.469 top5 2.344 | Epoch: [74][10/553] Time 2.453 Data 0.001 Err 0.2561 top1 4.688 top5 2.344 | Epoch: [74][11/553] Time 2.487 Data 0.000 Err 0.2664 top1 5.469 top5 0.781 | Epoch: [74][12/553] Time 2.433 Data 0.001 Err 0.2201 top1 4.688 top5 2.344 | Epoch: [74][13/553] Time 2.521 Data 0.000 Err 0.2499 top1 7.812 top5 0.781 | Epoch: [74][14/553] Time 2.457 Data 0.001 Err 0.3378 top1 7.031 top5 3.906 | Epoch: [74][15/553] Time 2.454 Data 0.001 Err 0.2267 top1 4.688 top5 3.906 | Epoch: [74][16/553] Time 2.438 Data 0.004 Err 0.2606 top1 4.688 top5 3.125 | Epoch: [74][17/553] Time 2.448 Data 0.001 Err 0.3117 top1 8.594 top5 2.344 | Epoch: [74][18/553] Time 2.506 Data 0.001 Err 0.1755 top1 4.688 top5 0.781 | Epoch: [74][19/553] Time 2.450 Data 0.001 Err 0.2599 top1 7.031 top5 3.125 | Epoch: [74][20/553] Time 2.442 Data 0.001 Err 0.3378 top1 8.594 top5 3.125 | Epoch: [74][21/553] Time 2.508 Data 0.001 Err 0.3267 top1 7.812 top5 3.906 | Epoch: [74][22/553] Time 2.432 Data 0.001 Err 0.1930 top1 4.688 top5 0.781 | Epoch: [74][23/553] Time 2.461 Data 0.001 Err 0.1742 top1 5.469 top5 0.781 | Epoch: [74][24/553] Time 2.446 Data 0.001 Err 0.2207 top1 4.688 top5 2.344 | Epoch: [74][25/553] Time 2.484 Data 0.001 Err 0.2680 top1 7.812 top5 1.562 | Epoch: [74][26/553] Time 2.434 Data 0.001 Err 0.4170 top1 10.156 top5 3.125 | Epoch: [74][27/553] Time 2.474 Data 0.001 Err 0.2507 top1 6.250 top5 2.344 | Epoch: [74][28/553] Time 2.464 Data 0.000 Err 0.3395 top1 9.375 top5 3.906 | Epoch: [74][29/553] Time 2.478 Data 0.001 Err 0.1666 top1 4.688 top5 2.344 | Epoch: [74][30/553] Time 2.447 Data 0.001 Err 0.2984 top1 7.812 top5 3.125 | Epoch: [74][31/553] Time 2.468 Data 0.001 Err 0.2314 top1 7.031 top5 0.781 | Epoch: [74][32/553] Time 2.447 Data 0.001 Err 0.2940 top1 7.812 top5 1.562 | Epoch: [74][33/553] Time 2.496 Data 0.001 Err 0.3602 top1 8.594 top5 3.906 | Epoch: [74][34/553] Time 2.457 Data 0.001 Err 0.1876 top1 6.250 top5 0.781 | Epoch: [74][35/553] Time 2.451 Data 0.001 Err 0.2193 top1 7.031 top5 0.781 | Epoch: [74][36/553] Time 2.488 Data 0.001 Err 0.1503 top1 3.125 top5 0.000 | Epoch: [74][37/553] Time 2.476 Data 0.001 Err 0.2754 top1 6.250 top5 0.781 | Epoch: [74][38/553] Time 2.446 Data 0.001 Err 0.5886 top1 12.500 top5 6.250 | Epoch: [74][39/553] Time 2.448 Data 0.001 Err 0.4042 top1 10.938 top5 4.688 | Epoch: [74][40/553] Time 2.526 Data 0.001 Err 0.2032 top1 4.688 top5 0.781 | Epoch: [74][41/553] Time 2.444 Data 0.001 Err 0.2957 top1 8.594 top5 2.344 | Epoch: [74][42/553] Time 2.434 Data 0.001 Err 0.2333 top1 5.469 top5 3.125 | Epoch: [74][43/553] Time 2.443 Data 0.001 Err 0.2477 top1 5.469 top5 2.344 | Epoch: [74][44/553] Time 2.449 Data 0.003 Err 0.2938 top1 6.250 top5 3.906 | Epoch: [74][45/553] Time 2.470 Data 0.001 Err 0.2525 top1 6.250 top5 2.344 | Epoch: [74][46/553] Time 2.517 Data 0.001 Err 0.2868 top1 6.250 top5 2.344 | Epoch: [74][47/553] Time 2.452 Data 0.001 Err 0.2899 top1 6.250 top5 2.344 | Epoch: [74][48/553] Time 2.436 Data 0.001 Err 0.2738 top1 7.031 top5 3.125 | Epoch: [74][49/553] Time 2.486 Data 0.001 Err 0.1871 top1 3.906 top5 2.344 | Epoch: [74][50/553] Time 2.453 Data 0.001 Err 0.3063 top1 7.031 top5 3.906 | Epoch: [74][51/553] Time 2.441 Data 0.001 Err 0.2303 top1 5.469 top5 2.344 | Epoch: [74][52/553] Time 2.449 Data 0.001 Err 0.3300 top1 9.375 top5 3.125 | Epoch: [74][53/553] Time 2.496 Data 0.001 Err 0.3323 top1 7.812 top5 4.688 | Epoch: [74][54/553] Time 2.485 Data 0.005 Err 0.2877 top1 8.594 top5 3.906 | Epoch: [74][55/553] Time 2.504 Data 0.001 Err 0.1735 top1 4.688 top5 2.344 | Epoch: [74][56/553] Time 2.448 Data 0.001 Err 0.1376 top1 2.344 top5 0.781 | Epoch: [74][57/553] Time 2.442 Data 0.001 Err 0.2720 top1 7.031 top5 0.781 | Epoch: [74][58/553] Time 2.438 Data 0.001 Err 0.1923 top1 4.688 top5 0.781 | Epoch: [74][59/553] Time 2.464 Data 0.001 Err 0.2598 top1 6.250 top5 2.344 | Epoch: [74][60/553] Time 2.460 Data 0.001 Err 0.1850 top1 5.469 top5 1.562 | Epoch: [74][61/553] Time 2.485 Data 0.001 Err 0.2769 top1 6.250 top5 3.125 | Epoch: [74][62/553] Time 2.451 Data 0.001 Err 0.3399 top1 10.156 top5 4.688 | Epoch: [74][63/553] Time 2.441 Data 0.001 Err 0.1649 top1 4.688 top5 0.000 | Epoch: [74][64/553] Time 2.450 Data 0.001 Err 0.2971 top1 9.375 top5 3.125 | Epoch: [74][65/553] Time 2.470 Data 0.001 Err 0.2385 top1 6.250 top5 1.562 | Epoch: [74][66/553] Time 2.440 Data 0.001 Err 0.4016 top1 7.812 top5 5.469 | Epoch: [74][67/553] Time 2.478 Data 0.001 Err 0.2168 top1 7.812 top5 0.781 | Epoch: [74][68/553] Time 2.479 Data 0.001 Err 0.3468 top1 11.719 top5 1.562 | Epoch: [74][69/553] Time 2.523 Data 0.001 Err 0.2800 top1 7.812 top5 2.344 | Epoch: [74][70/553] Time 2.464 Data 0.001 Err 0.2238 top1 6.250 top5 1.562 | Epoch: [74][71/553] Time 2.437 Data 0.001 Err 0.1387 top1 3.906 top5 0.781 | Epoch: [74][72/553] Time 2.472 Data 0.001 Err 0.1965 top1 3.906 top5 1.562 | Epoch: [74][73/553] Time 2.445 Data 0.004 Err 0.3797 top1 10.156 top5 2.344 | Epoch: [74][74/553] Time 2.447 Data 0.001 Err 0.1971 top1 3.906 top5 3.125 | Epoch: [74][75/553] Time 2.495 Data 0.001 Err 0.2498 top1 4.688 top5 2.344 | Epoch: [74][76/553] Time 2.482 Data 0.001 Err 0.1786 top1 4.688 top5 0.781 | Epoch: [74][77/553] Time 2.452 Data 0.000 Err 0.1826 top1 4.688 top5 1.562 | Epoch: [74][78/553] Time 2.444 Data 0.001 Err 0.2725 top1 9.375 top5 1.562 | Epoch: [74][79/553] Time 2.465 Data 0.001 Err 0.3186 top1 10.156 top5 3.906 | Epoch: [74][80/553] Time 2.438 Data 0.001 Err 0.3497 top1 7.812 top5 3.906 | Epoch: [74][81/553] Time 2.447 Data 0.001 Err 0.1887 top1 5.469 top5 0.000 | Epoch: [74][82/553] Time 2.455 Data 0.001 Err 0.2649 top1 9.375 top5 0.000 | Epoch: [74][83/553] Time 2.480 Data 0.001 Err 0.3048 top1 5.469 top5 2.344 | Epoch: [74][84/553] Time 2.463 Data 0.001 Err 0.3055 top1 6.250 top5 3.906 | Epoch: [74][85/553] Time 2.446 Data 0.000 Err 0.2723 top1 8.594 top5 2.344 | Epoch: [74][86/553] Time 2.454 Data 0.001 Err 0.1291 top1 4.688 top5 0.781 | Epoch: [74][87/553] Time 2.445 Data 0.001 Err 0.2109 top1 4.688 top5 0.781 | Epoch: [74][88/553] Time 2.481 Data 0.001 Err 0.3454 top1 8.594 top5 3.906 | Epoch: [74][89/553] Time 2.464 Data 0.001 Err 0.1698 top1 3.906 top5 1.562 | Epoch: [74][90/553] Time 2.445 Data 0.001 Err 0.2092 top1 6.250 top5 0.781 | Epoch: [74][91/553] Time 2.489 Data 0.001 Err 0.2306 top1 7.812 top5 1.562 | Epoch: [74][92/553] Time 2.470 Data 0.003 Err 0.2287 top1 7.812 top5 1.562 | Epoch: [74][93/553] Time 2.476 Data 0.001 Err 0.2054 top1 5.469 top5 1.562 | Epoch: [74][94/553] Time 2.480 Data 0.001 Err 0.2401 top1 4.688 top5 0.781 | Epoch: [74][95/553] Time 2.447 Data 0.001 Err 0.2226 top1 5.469 top5 0.781 | Epoch: [74][96/553] Time 2.487 Data 0.001 Err 0.2669 top1 6.250 top5 2.344 | Epoch: [74][97/553] Time 2.490 Data 0.001 Err 0.3448 top1 9.375 top5 2.344 | Epoch: [74][98/553] Time 2.498 Data 0.001 Err 0.1586 top1 2.344 top5 0.781 | Epoch: [74][99/553] Time 2.465 Data 0.001 Err 0.2401 top1 6.250 top5 0.781 | Epoch: [74][100/553] Time 2.474 Data 0.000 Err 0.2147 top1 7.812 top5 0.781 | Epoch: [74][101/553] Time 2.491 Data 0.001 Err 0.2272 top1 7.031 top5 1.562 | Epoch: [74][102/553] Time 2.467 Data 0.001 Err 0.1425 top1 3.906 top5 0.781 | Epoch: [74][103/553] Time 2.477 Data 0.001 Err 0.1184 top1 2.344 top5 1.562 | Epoch: [74][104/553] Time 2.489 Data 0.000 Err 0.1921 top1 5.469 top5 1.562 | Epoch: [74][105/553] Time 2.459 Data 0.001 Err 0.2369 top1 6.250 top5 2.344 | Epoch: [74][106/553] Time 2.484 Data 0.001 Err 0.1694 top1 4.688 top5 0.781 | Epoch: [74][107/553] Time 2.468 Data 0.001 Err 0.0916 top1 1.562 top5 0.000 | Epoch: [74][108/553] Time 2.457 Data 0.001 Err 0.1618 top1 4.688 top5 0.000 | Epoch: [74][109/553] Time 2.438 Data 0.001 Err 0.2941 top1 7.031 top5 0.781 | Epoch: [74][110/553] Time 2.467 Data 0.001 Err 0.2656 top1 5.469 top5 1.562 | Epoch: [74][111/553] Time 2.468 Data 0.001 Err 0.2313 top1 6.250 top5 2.344 | Epoch: [74][112/553] Time 2.490 Data 0.001 Err 0.2671 top1 7.031 top5 0.781 | Epoch: [74][113/553] Time 2.453 Data 0.001 Err 0.2457 top1 7.812 top5 0.781 | Epoch: [74][114/553] Time 2.483 Data 0.001 Err 0.2037 top1 6.250 top5 2.344 | Epoch: [74][115/553] Time 2.454 Data 0.001 Err 0.2762 top1 5.469 top5 2.344 | Epoch: [74][116/553] Time 2.443 Data 0.001 Err 0.2071 top1 6.250 top5 0.781 | Epoch: [74][117/553] Time 2.479 Data 0.001 Err 0.1958 top1 4.688 top5 0.781 | Epoch: [74][118/553] Time 2.504 Data 0.001 Err 0.2598 top1 6.250 top5 0.781 | Epoch: [74][119/553] Time 2.454 Data 0.001 Err 0.3269 top1 8.594 top5 2.344 | Epoch: [74][120/553] Time 2.451 Data 0.001 Err 0.1613 top1 4.688 top5 0.781 | Epoch: [74][121/553] Time 2.452 Data 0.001 Err 0.2345 top1 8.594 top5 1.562 | Epoch: [74][122/553] Time 2.489 Data 0.001 Err 0.2397 top1 4.688 top5 2.344 | Epoch: [74][123/553] Time 2.448 Data 0.001 Err 0.2362 top1 8.594 top5 2.344 | Epoch: [74][124/553] Time 2.498 Data 0.001 Err 0.3222 top1 7.812 top5 2.344 | Epoch: [74][125/553] Time 2.447 Data 0.001 Err 0.3453 top1 10.938 top5 2.344 | Epoch: [74][126/553] Time 2.453 Data 0.001 Err 0.2102 top1 5.469 top5 1.562 | Epoch: [74][127/553] Time 2.469 Data 0.001 Err 0.1382 top1 4.688 top5 0.781 | Epoch: [74][128/553] Time 2.460 Data 0.003 Err 0.2153 top1 7.031 top5 1.562 | Epoch: [74][129/553] Time 2.437 Data 0.001 Err 0.2928 top1 6.250 top5 3.125 | Epoch: [74][130/553] Time 2.472 Data 0.001 Err 0.2605 top1 5.469 top5 0.781 | Epoch: [74][131/553] Time 2.461 Data 0.001 Err 0.3192 top1 10.156 top5 2.344 | Epoch: [74][132/553] Time 2.496 Data 0.001 Err 0.1886 top1 3.906 top5 1.562 | Epoch: [74][133/553] Time 2.449 Data 0.001 Err 0.2834 top1 6.250 top5 3.125 | Epoch: [74][134/553] Time 2.477 Data 0.001 Err 0.2302 top1 5.469 top5 2.344 | Epoch: [74][135/553] Time 2.485 Data 0.001 Err 0.2570 top1 4.688 top5 2.344 | Epoch: [74][136/553] Time 2.452 Data 0.001 Err 0.1872 top1 5.469 top5 0.781 | Epoch: [74][137/553] Time 2.436 Data 0.001 Err 0.2616 top1 5.469 top5 3.906 | Epoch: [74][138/553] Time 2.472 Data 0.001 Err 0.0664 top1 1.562 top5 0.000 | Epoch: [74][139/553] Time 2.503 Data 0.001 Err 0.2689 top1 6.250 top5 3.125 | Epoch: [74][140/553] Time 2.469 Data 0.001 Err 0.2352 top1 8.594 top5 1.562 | Epoch: [74][141/553] Time 2.505 Data 0.000 Err 0.1865 top1 3.906 top5 0.781 | Epoch: [74][142/553] Time 2.440 Data 0.000 Err 0.2099 top1 3.906 top5 3.125 | Epoch: [74][143/553] Time 2.438 Data 0.001 Err 0.2733 top1 7.031 top5 0.781 | Epoch: [74][144/553] Time 2.528 Data 0.001 Err 0.3079 top1 7.031 top5 4.688 | Epoch: [74][145/553] Time 2.453 Data 0.001 Err 0.2183 top1 4.688 top5 2.344 | Epoch: [74][146/553] Time 2.448 Data 0.001 Err 0.1589 top1 3.906 top5 0.781 | Epoch: [74][147/553] Time 2.476 Data 0.001 Err 0.2935 top1 9.375 top5 3.125 | Epoch: [74][148/553] Time 2.467 Data 0.001 Err 0.2847 top1 5.469 top5 2.344 | Epoch: [74][149/553] Time 2.451 Data 0.003 Err 0.2357 top1 8.594 top5 0.781 | Epoch: [74][150/553] Time 2.481 Data 0.000 Err 0.1945 top1 5.469 top5 0.781 | Epoch: [74][151/553] Time 2.472 Data 0.001 Err 0.2601 top1 7.812 top5 0.781 | Epoch: [74][152/553] Time 2.466 Data 0.001 Err 0.1412 top1 2.344 top5 0.781 | Epoch: [74][153/553] Time 2.450 Data 0.001 Err 0.2095 top1 6.250 top5 0.781 | Epoch: [74][154/553] Time 2.474 Data 0.001 Err 0.2106 top1 5.469 top5 0.781 | Epoch: [74][155/553] Time 2.444 Data 0.001 Err 0.2074 top1 4.688 top5 1.562 | Epoch: [74][156/553] Time 2.476 Data 0.001 Err 0.2104 top1 5.469 top5 1.562 | Epoch: [74][157/553] Time 2.438 Data 0.001 Err 0.2375 top1 7.031 top5 0.781 | Epoch: [74][158/553] Time 2.522 Data 0.001 Err 0.3141 top1 8.594 top5 2.344 | Epoch: [74][159/553] Time 2.524 Data 0.001 Err 0.3218 top1 7.812 top5 3.906 | Epoch: [74][160/553] Time 2.517 Data 0.000 Err 0.1603 top1 3.906 top5 0.781 | Epoch: [74][161/553] Time 2.444 Data 0.001 Err 0.2951 top1 7.812 top5 1.562 | Epoch: [74][162/553] Time 2.462 Data 0.001 Err 0.3814 top1 7.031 top5 3.125 | Epoch: [74][163/553] Time 2.471 Data 0.000 Err 0.2565 top1 5.469 top5 3.125 | Epoch: [74][164/553] Time 2.447 Data 0.001 Err 0.0723 top1 2.344 top5 0.000 | Epoch: [74][165/553] Time 2.491 Data 0.001 Err 0.2875 top1 8.594 top5 3.125 | Epoch: [74][166/553] Time 2.487 Data 0.001 Err 0.2657 top1 4.688 top5 2.344 | Epoch: [74][167/553] Time 2.478 Data 0.001 Err 0.4508 top1 10.938 top5 6.250 | Epoch: [74][168/553] Time 2.440 Data 0.002 Err 0.1780 top1 3.906 top5 1.562 | Epoch: [74][169/553] Time 2.439 Data 0.001 Err 0.2968 top1 5.469 top5 3.125 | Epoch: [74][170/553] Time 2.474 Data 0.001 Err 0.1910 top1 5.469 top5 1.562 | Epoch: [74][171/553] Time 2.442 Data 0.001 Err 0.1688 top1 3.906 top5 1.562 | Epoch: [74][172/553] Time 2.444 Data 0.001 Err 0.3836 top1 9.375 top5 4.688 | Epoch: [74][173/553] Time 2.446 Data 0.001 Err 0.2096 top1 4.688 top5 1.562 | Epoch: [74][174/553] Time 2.466 Data 0.001 Err 0.2481 top1 7.031 top5 0.781 | Epoch: [74][175/553] Time 2.503 Data 0.001 Err 0.2621 top1 6.250 top5 1.562 | Epoch: [74][176/553] Time 2.451 Data 0.001 Err 0.3564 top1 10.156 top5 1.562 | Epoch: [74][177/553] Time 2.442 Data 0.001 Err 0.2252 top1 7.031 top5 0.781 | Epoch: [74][178/553] Time 2.477 Data 0.001 Err 0.1659 top1 4.688 top5 1.562 | Epoch: [74][179/553] Time 2.475 Data 0.001 Err 0.1850 top1 5.469 top5 1.562 | Epoch: [74][180/553] Time 2.474 Data 0.001 Err 0.2892 top1 7.031 top5 2.344 | Epoch: [74][181/553] Time 2.448 Data 0.001 Err 0.2607 top1 8.594 top5 1.562 | Epoch: [74][182/553] Time 2.456 Data 0.000 Err 0.2397 top1 6.250 top5 0.781 | Epoch: [74][183/553] Time 2.443 Data 0.001 Err 0.1467 top1 2.344 top5 0.781 | Epoch: [74][184/553] Time 2.480 Data 0.001 Err 0.2214 top1 5.469 top5 2.344 | Epoch: [74][185/553] Time 2.445 Data 0.001 Err 0.2609 top1 6.250 top5 2.344 | Epoch: [74][186/553] Time 2.454 Data 0.001 Err 0.2854 top1 7.812 top5 2.344 | Epoch: [74][187/553] Time 2.506 Data 0.001 Err 0.1964 top1 3.125 top5 1.562 | Epoch: [74][188/553] Time 2.472 Data 0.001 Err 0.1076 top1 2.344 top5 0.000 | Epoch: [74][189/553] Time 2.498 Data 0.000 Err 0.1581 top1 3.906 top5 1.562 | Epoch: [74][190/553] Time 2.487 Data 0.001 Err 0.2689 top1 5.469 top5 3.906 | Epoch: [74][191/553] Time 2.444 Data 0.000 Err 0.2981 top1 7.031 top5 3.125 | Epoch: [74][192/553] Time 2.479 Data 0.001 Err 0.2327 top1 6.250 top5 1.562 | Epoch: [74][193/553] Time 2.439 Data 0.001 Err 0.3675 top1 9.375 top5 3.125 | Epoch: [74][194/553] Time 2.461 Data 0.001 Err 0.2667 top1 6.250 top5 2.344 | Epoch: [74][195/553] Time 2.450 Data 0.001 Err 0.3892 top1 10.938 top5 3.125 | Epoch: [74][196/553] Time 2.475 Data 0.001 Err 0.1696 top1 3.906 top5 0.781 | Epoch: [74][197/553] Time 2.498 Data 0.001 Err 0.2094 top1 7.812 top5 1.562 | Epoch: [74][198/553] Time 2.461 Data 0.001 Err 0.3740 top1 12.500 top5 1.562 | Epoch: [74][199/553] Time 2.439 Data 0.001 Err 0.2294 top1 6.250 top5 1.562 | Epoch: [74][200/553] Time 2.449 Data 0.001 Err 0.2435 top1 6.250 top5 0.781 | Epoch: [74][201/553] Time 2.523 Data 0.000 Err 0.1053 top1 4.688 top5 0.000 | Epoch: [74][202/553] Time 2.459 Data 0.001 Err 0.2016 top1 5.469 top5 0.781 | Epoch: [74][203/553] Time 2.438 Data 0.001 Err 0.2646 top1 7.031 top5 2.344 | Epoch: [74][204/553] Time 2.489 Data 0.001 Err 0.1811 top1 6.250 top5 0.781 | Epoch: [74][205/553] Time 2.443 Data 0.001 Err 0.2661 top1 8.594 top5 2.344 | Epoch: [74][206/553] Time 2.472 Data 0.004 Err 0.1451 top1 2.344 top5 0.000 | Epoch: [74][207/553] Time 2.475 Data 0.000 Err 0.2916 top1 8.594 top5 3.125 | Epoch: [74][208/553] Time 2.447 Data 0.001 Err 0.2178 top1 4.688 top5 1.562 | Epoch: [74][209/553] Time 2.445 Data 0.001 Err 0.3213 top1 9.375 top5 2.344 | Epoch: [74][210/553] Time 2.482 Data 0.001 Err 0.2589 top1 7.031 top5 0.781 | Epoch: [74][211/553] Time 2.467 Data 0.001 Err 0.2104 top1 7.031 top5 0.781 | Epoch: [74][212/553] Time 2.451 Data 0.001 Err 0.1357 top1 2.344 top5 0.781 | Epoch: [74][213/553] Time 2.440 Data 0.001 Err 0.2958 top1 7.031 top5 1.562 | Epoch: [74][214/553] Time 2.437 Data 0.001 Err 0.1611 top1 4.688 top5 1.562 | Epoch: [74][215/553] Time 2.444 Data 0.001 Err 0.2494 top1 4.688 top5 2.344 | Epoch: [74][216/553] Time 2.469 Data 0.001 Err 0.3215 top1 10.156 top5 3.125 | Epoch: [74][217/553] Time 2.436 Data 0.000 Err 0.2612 top1 7.812 top5 0.781 | Epoch: [74][218/553] Time 2.504 Data 0.001 Err 0.2363 top1 3.906 top5 1.562 | Epoch: [74][219/553] Time 2.481 Data 0.001 Err 0.2165 top1 4.688 top5 2.344 | Epoch: [74][220/553] Time 2.436 Data 0.001 Err 0.3751 top1 8.594 top5 2.344 | Epoch: [74][221/553] Time 2.447 Data 0.001 Err 0.1901 top1 6.250 top5 0.781 | Epoch: [74][222/553] Time 2.452 Data 0.001 Err 0.3529 top1 7.812 top5 3.906 | Epoch: [74][223/553] Time 2.436 Data 0.001 Err 0.2442 top1 7.031 top5 0.781 | Epoch: [74][224/553] Time 2.506 Data 0.001 Err 0.3539 top1 10.156 top5 2.344 | Epoch: [74][225/553] Time 2.437 Data 0.001 Err 0.1889 top1 8.594 top5 0.781 | Epoch: [74][226/553] Time 2.444 Data 0.001 Err 0.4478 top1 7.031 top5 3.125 | Epoch: [74][227/553] Time 2.481 Data 0.001 Err 0.2132 top1 5.469 top5 2.344 | Epoch: [74][228/553] Time 2.438 Data 0.001 Err 0.2455 top1 7.031 top5 3.125 | Epoch: [74][229/553] Time 2.482 Data 0.001 Err 0.2341 top1 5.469 top5 2.344 | Epoch: [74][230/553] Time 2.467 Data 0.001 Err 0.2819 top1 7.031 top5 3.125 | Epoch: [74][231/553] Time 2.467 Data 0.001 Err 0.1673 top1 3.906 top5 0.781 | Epoch: [74][232/553] Time 2.501 Data 0.001 Err 0.2011 top1 4.688 top5 2.344 | Epoch: [74][233/553] Time 2.442 Data 0.001 Err 0.3579 top1 10.938 top5 2.344 | Epoch: [74][234/553] Time 2.472 Data 0.001 Err 0.1326 top1 4.688 top5 0.000 | Epoch: [74][235/553] Time 2.451 Data 0.001 Err 0.1509 top1 3.906 top5 0.781 | Epoch: [74][236/553] Time 2.514 Data 0.001 Err 0.4185 top1 10.156 top5 5.469 | Epoch: [74][237/553] Time 2.449 Data 0.001 Err 0.2359 top1 7.031 top5 0.781 | Epoch: [74][238/553] Time 2.468 Data 0.001 Err 0.3344 top1 8.594 top5 2.344 | Epoch: [74][239/553] Time 2.476 Data 0.001 Err 0.3522 top1 7.031 top5 3.906 | Epoch: [74][240/553] Time 2.439 Data 0.001 Err 0.0645 top1 0.781 top5 0.000 | Epoch: [74][241/553] Time 2.437 Data 0.001 Err 0.1812 top1 3.906 top5 1.562 | Epoch: [74][242/553] Time 2.473 Data 0.001 Err 0.2405 top1 6.250 top5 2.344 | Epoch: [74][243/553] Time 2.474 Data 0.001 Err 0.2585 top1 4.688 top5 3.125 | Epoch: [74][244/553] Time 2.478 Data 0.001 Err 0.1402 top1 1.562 top5 1.562 | Epoch: [74][245/553] Time 2.432 Data 0.001 Err 0.2084 top1 4.688 top5 1.562 | Epoch: [74][246/553] Time 2.430 Data 0.001 Err 0.2854 top1 7.031 top5 2.344 | Epoch: [74][247/553] Time 2.446 Data 0.001 Err 0.3301 top1 9.375 top5 3.125 | Epoch: [74][248/553] Time 2.477 Data 0.001 Err 0.3803 top1 7.031 top5 3.906 | Epoch: [74][249/553] Time 2.492 Data 0.001 Err 0.1818 top1 6.250 top5 0.000 | Epoch: [74][250/553] Time 2.451 Data 0.001 Err 0.2501 top1 6.250 top5 1.562 | Epoch: [74][251/553] Time 2.471 Data 0.001 Err 0.1826 top1 4.688 top5 1.562 | Epoch: [74][252/553] Time 2.441 Data 0.001 Err 0.4188 top1 10.156 top5 2.344 | Epoch: [74][253/553] Time 2.441 Data 0.001 Err 0.2178 top1 6.250 top5 0.781 | Epoch: [74][254/553] Time 2.463 Data 0.001 Err 0.2725 top1 7.812 top5 2.344 | Epoch: [74][255/553] Time 2.477 Data 0.001 Err 0.2258 top1 5.469 top5 3.125 | Epoch: [74][256/553] Time 2.443 Data 0.001 Err 0.3353 top1 8.594 top5 3.906 | Epoch: [74][257/553] Time 2.482 Data 0.001 Err 0.3112 top1 7.031 top5 1.562 | Epoch: [74][258/553] Time 2.436 Data 0.001 Err 0.2494 top1 6.250 top5 2.344 | Epoch: [74][259/553] Time 2.441 Data 0.001 Err 0.2154 top1 6.250 top5 1.562 | Epoch: [74][260/553] Time 2.433 Data 0.001 Err 0.3035 top1 9.375 top5 0.781 | Epoch: [74][261/553] Time 2.444 Data 0.001 Err 0.2109 top1 6.250 top5 0.781 | Epoch: [74][262/553] Time 2.500 Data 0.001 Err 0.2884 top1 6.250 top5 3.125 | Epoch: [74][263/553] Time 2.460 Data 0.007 Err 0.1944 top1 5.469 top5 1.562 | Epoch: [74][264/553] Time 2.444 Data 0.000 Err 0.2961 top1 8.594 top5 1.562 | Epoch: [74][265/553] Time 2.449 Data 0.001 Err 0.1991 top1 4.688 top5 1.562 | Epoch: [74][266/553] Time 2.451 Data 0.001 Err 0.2317 top1 6.250 top5 0.781 | Epoch: [74][267/553] Time 2.498 Data 0.001 Err 0.3246 top1 7.812 top5 1.562 | Epoch: [74][268/553] Time 2.438 Data 0.001 Err 0.3045 top1 10.938 top5 3.125 | Epoch: [74][269/553] Time 2.436 Data 0.001 Err 0.3254 top1 10.938 top5 1.562 | Epoch: [74][270/553] Time 2.471 Data 0.001 Err 0.2736 top1 9.375 top5 1.562 | Epoch: [74][271/553] Time 2.443 Data 0.001 Err 0.3672 top1 8.594 top5 4.688 | Epoch: [74][272/553] Time 2.463 Data 0.001 Err 0.2629 top1 6.250 top5 1.562 | Epoch: [74][273/553] Time 2.485 Data 0.001 Err 0.2808 top1 7.812 top5 2.344 | Epoch: [74][274/553] Time 2.469 Data 0.001 Err 0.1488 top1 3.125 top5 0.781 | Epoch: [74][275/553] Time 2.441 Data 0.001 Err 0.1657 top1 4.688 top5 0.000 | Epoch: [74][276/553] Time 2.492 Data 0.001 Err 0.3388 top1 8.594 top5 3.906 | Epoch: [74][277/553] Time 2.495 Data 0.001 Err 0.2698 top1 7.031 top5 2.344 | Epoch: [74][278/553] Time 2.516 Data 0.001 Err 0.2595 top1 6.250 top5 1.562 | Epoch: [74][279/553] Time 2.469 Data 0.001 Err 0.3090 top1 5.469 top5 3.906 | Epoch: [74][280/553] Time 2.436 Data 0.001 Err 0.1921 top1 3.906 top5 2.344 | Epoch: [74][281/553] Time 2.439 Data 0.001 Err 0.2850 top1 6.250 top5 3.906 | Epoch: [74][282/553] Time 2.462 Data 0.001 Err 0.2977 top1 9.375 top5 1.562 | Epoch: [74][283/553] Time 2.436 Data 0.001 Err 0.2508 top1 8.594 top5 1.562 | Epoch: [74][284/553] Time 2.444 Data 0.001 Err 0.1503 top1 5.469 top5 0.781 | Epoch: [74][285/553] Time 2.460 Data 0.000 Err 0.2248 top1 6.250 top5 2.344 | Epoch: [74][286/553] Time 2.470 Data 0.000 Err 0.1930 top1 5.469 top5 1.562 | Epoch: [74][287/553] Time 2.466 Data 0.000 Err 0.2313 top1 5.469 top5 0.781 | Epoch: [74][288/553] Time 2.471 Data 0.001 Err 0.3155 top1 6.250 top5 3.906 | Epoch: [74][289/553] Time 2.435 Data 0.001 Err 0.3156 top1 7.812 top5 2.344 | Epoch: [74][290/553] Time 2.517 Data 0.001 Err 0.3069 top1 7.812 top5 3.125 | Epoch: [74][291/553] Time 2.493 Data 0.001 Err 0.1766 top1 5.469 top5 1.562 | Epoch: [74][292/553] Time 2.495 Data 0.001 Err 0.2172 top1 4.688 top5 1.562 | Epoch: [74][293/553] Time 2.435 Data 0.001 Err 0.2490 top1 6.250 top5 3.125 | Epoch: [74][294/553] Time 2.509 Data 0.001 Err 0.2762 top1 7.812 top5 3.906 | Epoch: [74][295/553] Time 2.479 Data 0.001 Err 0.2107 top1 3.906 top5 2.344 | Epoch: [74][296/553] Time 2.471 Data 0.001 Err 0.3559 top1 8.594 top5 3.906 | Epoch: [74][297/553] Time 2.446 Data 0.001 Err 0.1955 top1 5.469 top5 1.562 | Epoch: [74][298/553] Time 2.511 Data 0.001 Err 0.2467 top1 6.250 top5 3.125 | Epoch: [74][299/553] Time 2.487 Data 0.001 Err 0.2198 top1 5.469 top5 0.781 | Epoch: [74][300/553] Time 2.470 Data 0.001 Err 0.3346 top1 7.812 top5 3.906 | Epoch: [74][301/553] Time 2.433 Data 0.001 Err 0.1465 top1 3.906 top5 0.781 | Epoch: [74][302/553] Time 2.455 Data 0.001 Err 0.2671 top1 7.031 top5 1.562 | Epoch: [74][303/553] Time 2.477 Data 0.001 Err 0.2901 top1 5.469 top5 3.906 | Epoch: [74][304/553] Time 2.482 Data 0.001 Err 0.2117 top1 4.688 top5 2.344 | Epoch: [74][305/553] Time 2.449 Data 0.001 Err 0.2054 top1 5.469 top5 1.562 | Epoch: [74][306/553] Time 2.474 Data 0.001 Err 0.2670 top1 10.938 top5 0.781 | Epoch: [74][307/553] Time 2.452 Data 0.001 Err 0.2490 top1 4.688 top5 3.125 | Epoch: [74][308/553] Time 2.463 Data 0.001 Err 0.3353 top1 7.031 top5 3.906 | Epoch: [74][309/553] Time 2.438 Data 0.001 Err 0.3229 top1 7.812 top5 3.906 | Epoch: [74][310/553] Time 2.500 Data 0.001 Err 0.3044 top1 7.812 top5 3.125 | Epoch: [74][311/553] Time 2.475 Data 0.001 Err 0.1119 top1 3.125 top5 0.000 | Epoch: [74][312/553] Time 2.435 Data 0.001 Err 0.2767 top1 9.375 top5 1.562 | Epoch: [74][313/553] Time 2.482 Data 0.001 Err 0.2575 top1 5.469 top5 1.562 | Epoch: [74][314/553] Time 2.449 Data 0.001 Err 0.1455 top1 3.906 top5 0.000 | Epoch: [74][315/553] Time 2.472 Data 0.001 Err 0.1764 top1 5.469 top5 0.781 | Epoch: [74][316/553] Time 2.439 Data 0.001 Err 0.3844 top1 9.375 top5 3.906 | Epoch: [74][317/553] Time 2.444 Data 0.001 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [74][318/553] Time 2.490 Data 0.001 Err 0.2108 top1 5.469 top5 3.125 | Epoch: [74][319/553] Time 2.440 Data 0.001 Err 0.2643 top1 6.250 top5 0.781 | Epoch: [74][320/553] Time 2.437 Data 0.001 Err 0.1857 top1 4.688 top5 1.562 | Epoch: [74][321/553] Time 2.437 Data 0.000 Err 0.2048 top1 5.469 top5 1.562 | Epoch: [74][322/553] Time 2.487 Data 0.001 Err 0.2035 top1 6.250 top5 0.781 | Epoch: [74][323/553] Time 2.497 Data 0.001 Err 0.2924 top1 7.812 top5 2.344 | Epoch: [74][324/553] Time 2.494 Data 0.001 Err 0.2419 top1 5.469 top5 2.344 | Epoch: [74][325/553] Time 2.441 Data 0.001 Err 0.2401 top1 9.375 top5 0.781 | Epoch: [74][326/553] Time 2.445 Data 0.001 Err 0.3719 top1 10.156 top5 3.906 | Epoch: [74][327/553] Time 2.474 Data 0.001 Err 0.1735 top1 4.688 top5 0.000 | Epoch: [74][328/553] Time 2.440 Data 0.001 Err 0.1895 top1 7.031 top5 2.344 | Epoch: [74][329/553] Time 2.435 Data 0.002 Err 0.3894 top1 7.812 top5 2.344 | Epoch: [74][330/553] Time 2.466 Data 0.001 Err 0.2187 top1 6.250 top5 2.344 | Epoch: [74][331/553] Time 2.440 Data 0.001 Err 0.4411 top1 10.156 top5 3.125 | Epoch: [74][332/553] Time 2.480 Data 0.001 Err 0.1961 top1 4.688 top5 0.781 | Epoch: [74][333/553] Time 2.487 Data 0.001 Err 0.1713 top1 3.906 top5 2.344 | Epoch: [74][334/553] Time 2.483 Data 0.001 Err 0.2501 top1 6.250 top5 2.344 | Epoch: [74][335/553] Time 2.447 Data 0.001 Err 0.3093 top1 7.031 top5 3.906 | Epoch: [74][336/553] Time 2.436 Data 0.001 Err 0.3645 top1 9.375 top5 2.344 | Epoch: [74][337/553] Time 2.446 Data 0.001 Err 0.2226 top1 3.906 top5 0.781 | Epoch: [74][338/553] Time 2.436 Data 0.001 Err 0.3866 top1 10.156 top5 5.469 | Epoch: [74][339/553] Time 2.439 Data 0.001 Err 0.2047 top1 3.906 top5 1.562 | Epoch: [74][340/553] Time 2.450 Data 0.001 Err 0.2084 top1 5.469 top5 1.562 | Epoch: [74][341/553] Time 2.442 Data 0.001 Err 0.1934 top1 4.688 top5 1.562 | Epoch: [74][342/553] Time 2.436 Data 0.001 Err 0.4353 top1 10.156 top5 5.469 | Epoch: [74][343/553] Time 2.441 Data 0.001 Err 0.2546 top1 5.469 top5 3.906 | Epoch: [74][344/553] Time 2.505 Data 0.000 Err 0.1189 top1 3.125 top5 0.781 | Epoch: [74][345/553] Time 2.449 Data 0.001 Err 0.1523 top1 3.906 top5 0.781 | Epoch: [74][346/553] Time 2.443 Data 0.001 Err 0.2378 top1 7.812 top5 0.781 | Epoch: [74][347/553] Time 2.494 Data 0.001 Err 0.1799 top1 5.469 top5 0.781 | Epoch: [74][348/553] Time 2.491 Data 0.001 Err 0.2927 top1 6.250 top5 2.344 | Epoch: [74][349/553] Time 2.443 Data 0.001 Err 0.2088 top1 6.250 top5 0.781 | Epoch: [74][350/553] Time 2.445 Data 0.001 Err 0.2502 top1 7.031 top5 2.344 | Epoch: [74][351/553] Time 2.481 Data 0.001 Err 0.1289 top1 1.562 top5 0.000 | Epoch: [74][352/553] Time 2.473 Data 0.001 Err 0.5024 top1 11.719 top5 6.250 | Epoch: [74][353/553] Time 2.443 Data 0.000 Err 0.1938 top1 6.250 top5 0.781 | Epoch: [74][354/553] Time 2.450 Data 0.001 Err 0.2673 top1 7.812 top5 2.344 | Epoch: [74][355/553] Time 2.499 Data 0.001 Err 0.1467 top1 3.125 top5 0.781 | Epoch: [74][356/553] Time 2.529 Data 0.001 Err 0.1584 top1 5.469 top5 0.781 | Epoch: [74][357/553] Time 2.438 Data 0.001 Err 0.2489 top1 7.031 top5 2.344 | Epoch: [74][358/553] Time 2.438 Data 0.001 Err 0.2364 top1 7.812 top5 1.562 | Epoch: [74][359/553] Time 2.473 Data 0.001 Err 0.1989 top1 5.469 top5 1.562 | Epoch: [74][360/553] Time 2.506 Data 0.001 Err 0.2439 top1 7.031 top5 1.562 | Epoch: [74][361/553] Time 2.474 Data 0.001 Err 0.1088 top1 3.125 top5 0.000 | Epoch: [74][362/553] Time 2.446 Data 0.000 Err 0.4661 top1 10.938 top5 3.906 | Epoch: [74][363/553] Time 2.472 Data 0.001 Err 0.4464 top1 13.281 top5 3.906 | Epoch: [74][364/553] Time 2.474 Data 0.001 Err 0.2006 top1 5.469 top5 3.906 | Epoch: [74][365/553] Time 2.503 Data 0.001 Err 0.1574 top1 3.906 top5 2.344 | Epoch: [74][366/553] Time 2.451 Data 0.001 Err 0.1773 top1 3.125 top5 1.562 | Epoch: [74][367/553] Time 2.448 Data 0.001 Err 0.1308 top1 2.344 top5 0.781 | Epoch: [74][368/553] Time 2.451 Data 0.001 Err 0.3521 top1 9.375 top5 4.688 | Epoch: [74][369/553] Time 2.479 Data 0.001 Err 0.2520 top1 7.812 top5 2.344 | Epoch: [74][370/553] Time 2.443 Data 0.000 Err 0.3170 top1 10.156 top5 3.906 | Epoch: [74][371/553] Time 2.444 Data 0.001 Err 0.3054 top1 7.031 top5 2.344 | Epoch: [74][372/553] Time 2.450 Data 0.001 Err 0.2690 top1 7.031 top5 2.344 | Epoch: [74][373/553] Time 2.451 Data 0.001 Err 0.2398 top1 7.812 top5 2.344 | Epoch: [74][374/553] Time 2.475 Data 0.001 Err 0.1980 top1 6.250 top5 0.781 | Epoch: [74][375/553] Time 2.474 Data 0.001 Err 0.1421 top1 4.688 top5 0.000 | Epoch: [74][376/553] Time 2.476 Data 0.001 Err 0.2271 top1 7.031 top5 0.781 | Epoch: [74][377/553] Time 2.495 Data 0.001 Err 0.1765 top1 3.906 top5 0.781 | Epoch: [74][378/553] Time 2.459 Data 0.001 Err 0.1548 top1 3.906 top5 0.781 | Epoch: [74][379/553] Time 2.459 Data 0.001 Err 0.3269 top1 7.031 top5 3.125 | Epoch: [74][380/553] Time 2.514 Data 0.001 Err 0.2394 top1 7.031 top5 0.000 | Epoch: [74][381/553] Time 2.495 Data 0.001 Err 0.1771 top1 4.688 top5 1.562 | Epoch: [74][382/553] Time 2.438 Data 0.001 Err 0.1615 top1 2.344 top5 0.781 | Epoch: [74][383/553] Time 2.460 Data 0.001 Err 0.2500 top1 6.250 top5 1.562 | Epoch: [74][384/553] Time 2.468 Data 0.001 Err 0.1790 top1 4.688 top5 1.562 | Epoch: [74][385/553] Time 2.470 Data 0.001 Err 0.2471 top1 5.469 top5 2.344 | Epoch: [74][386/553] Time 2.465 Data 0.001 Err 0.2395 top1 7.031 top5 0.781 | Epoch: [74][387/553] Time 2.443 Data 0.001 Err 0.2908 top1 7.812 top5 3.906 | Epoch: [74][388/553] Time 2.456 Data 0.001 Err 0.2641 top1 5.469 top5 2.344 | Epoch: [74][389/553] Time 2.477 Data 0.001 Err 0.2185 top1 5.469 top5 2.344 | Epoch: [74][390/553] Time 2.489 Data 0.001 Err 0.3656 top1 6.250 top5 4.688 | Epoch: [74][391/553] Time 2.492 Data 0.001 Err 0.3459 top1 8.594 top5 3.906 | Epoch: [74][392/553] Time 2.476 Data 0.001 Err 0.1917 top1 6.250 top5 0.781 | Epoch: [74][393/553] Time 2.466 Data 0.001 Err 0.2941 top1 10.156 top5 1.562 | Epoch: [74][394/553] Time 2.482 Data 0.000 Err 0.2673 top1 8.594 top5 1.562 | Epoch: [74][395/553] Time 2.437 Data 0.001 Err 0.1601 top1 4.688 top5 0.781 | Epoch: [74][396/553] Time 2.485 Data 0.001 Err 0.3833 top1 10.156 top5 3.906 | Epoch: [74][397/553] Time 2.508 Data 0.000 Err 0.2252 top1 3.906 top5 2.344 | Epoch: [74][398/553] Time 2.467 Data 0.001 Err 0.3180 top1 7.812 top5 2.344 | Epoch: [74][399/553] Time 2.449 Data 0.001 Err 0.1544 top1 4.688 top5 0.781 | Epoch: [74][400/553] Time 2.477 Data 0.001 Err 0.2637 top1 8.594 top5 0.781 | Epoch: [74][401/553] Time 2.475 Data 0.000 Err 0.2976 top1 8.594 top5 2.344 | Epoch: [74][402/553] Time 2.481 Data 0.001 Err 0.3195 top1 8.594 top5 1.562 | Epoch: [74][403/553] Time 2.452 Data 0.001 Err 0.2373 top1 7.031 top5 3.125 | Epoch: [74][404/553] Time 2.511 Data 0.001 Err 0.2988 top1 7.031 top5 3.125 | Epoch: [74][405/553] Time 2.465 Data 0.001 Err 0.3704 top1 10.156 top5 4.688 | Epoch: [74][406/553] Time 2.483 Data 0.001 Err 0.3261 top1 7.812 top5 3.125 | Epoch: [74][407/553] Time 2.494 Data 0.001 Err 0.3042 top1 9.375 top5 2.344 | Epoch: [74][408/553] Time 2.439 Data 0.001 Err 0.1864 top1 4.688 top5 0.781 | Epoch: [74][409/553] Time 2.470 Data 0.000 Err 0.2654 top1 6.250 top5 1.562 | Epoch: [74][410/553] Time 2.469 Data 0.001 Err 0.2341 top1 6.250 top5 1.562 | Epoch: [74][411/553] Time 2.484 Data 0.001 Err 0.1976 top1 7.812 top5 1.562 | Epoch: [74][412/553] Time 2.448 Data 0.001 Err 0.1273 top1 3.906 top5 0.000 | Epoch: [74][413/553] Time 2.442 Data 0.001 Err 0.2280 top1 3.906 top5 2.344 | Epoch: [74][414/553] Time 2.464 Data 0.001 Err 0.1762 top1 4.688 top5 1.562 | Epoch: [74][415/553] Time 2.439 Data 0.001 Err 0.2125 top1 4.688 top5 1.562 | Epoch: [74][416/553] Time 2.466 Data 0.001 Err 0.2304 top1 7.031 top5 1.562 | Epoch: [74][417/553] Time 2.437 Data 0.001 Err 0.1777 top1 4.688 top5 0.000 | Epoch: [74][418/553] Time 2.470 Data 0.001 Err 0.4004 top1 9.375 top5 3.906 | Epoch: [74][419/553] Time 2.435 Data 0.001 Err 0.1798 top1 5.469 top5 1.562 | Epoch: [74][420/553] Time 2.525 Data 0.001 Err 0.2888 top1 7.031 top5 2.344 | Epoch: [74][421/553] Time 2.486 Data 0.001 Err 0.2926 top1 8.594 top5 2.344 | Epoch: [74][422/553] Time 2.471 Data 0.001 Err 0.2335 top1 6.250 top5 1.562 | Epoch: [74][423/553] Time 2.469 Data 0.001 Err 0.1602 top1 4.688 top5 2.344 | Epoch: [74][424/553] Time 2.486 Data 0.004 Err 0.2468 top1 8.594 top5 2.344 | Epoch: [74][425/553] Time 2.457 Data 0.001 Err 0.2125 top1 6.250 top5 1.562 | Epoch: [74][426/553] Time 2.471 Data 0.001 Err 0.3886 top1 7.812 top5 3.906 | Epoch: [74][427/553] Time 2.437 Data 0.001 Err 0.3467 top1 6.250 top5 3.125 | Epoch: [74][428/553] Time 2.474 Data 0.001 Err 0.2296 top1 5.469 top5 2.344 | Epoch: [74][429/553] Time 2.438 Data 0.000 Err 0.3143 top1 10.156 top5 2.344 | Epoch: [74][430/553] Time 2.447 Data 0.001 Err 0.1318 top1 3.125 top5 0.000 | Epoch: [74][431/553] Time 2.437 Data 0.001 Err 0.2913 top1 7.031 top5 3.125 | Epoch: [74][432/553] Time 2.459 Data 0.001 Err 0.3842 top1 8.594 top5 5.469 | Epoch: [74][433/553] Time 2.448 Data 0.001 Err 0.3676 top1 8.594 top5 3.906 | Epoch: [74][434/553] Time 2.477 Data 0.003 Err 0.3541 top1 9.375 top5 3.125 | Epoch: [74][435/553] Time 2.491 Data 0.000 Err 0.2674 top1 7.812 top5 1.562 | Epoch: [74][436/553] Time 2.517 Data 0.000 Err 0.0949 top1 3.125 top5 0.781 | Epoch: [74][437/553] Time 2.438 Data 0.001 Err 0.3597 top1 9.375 top5 5.469 | Epoch: [74][438/553] Time 2.448 Data 0.001 Err 0.3290 top1 9.375 top5 1.562 | Epoch: [74][439/553] Time 2.469 Data 0.001 Err 0.1738 top1 3.125 top5 0.781 | Epoch: [74][440/553] Time 2.477 Data 0.001 Err 0.2138 top1 7.031 top5 0.781 | Epoch: [74][441/553] Time 2.482 Data 0.001 Err 0.2504 top1 7.031 top5 1.562 | Epoch: [74][442/553] Time 2.456 Data 0.001 Err 0.2893 top1 7.812 top5 2.344 | Epoch: [74][443/553] Time 2.448 Data 0.001 Err 0.2982 top1 7.031 top5 0.781 | Epoch: [74][444/553] Time 2.446 Data 0.001 Err 0.2766 top1 7.812 top5 2.344 | Epoch: [74][445/553] Time 2.451 Data 0.001 Err 0.2167 top1 5.469 top5 1.562 | Epoch: [74][446/553] Time 2.440 Data 0.001 Err 0.1775 top1 5.469 top5 0.781 | Epoch: [74][447/553] Time 2.444 Data 0.001 Err 0.2328 top1 7.031 top5 1.562 | Epoch: [74][448/553] Time 2.479 Data 0.001 Err 0.2906 top1 7.031 top5 0.781 | Epoch: [74][449/553] Time 2.490 Data 0.001 Err 0.3709 top1 9.375 top5 3.125 | Epoch: [74][450/553] Time 2.473 Data 0.001 Err 0.2842 top1 7.812 top5 2.344 | Epoch: [74][451/553] Time 2.437 Data 0.001 Err 0.2347 top1 6.250 top5 2.344 | Epoch: [74][452/553] Time 2.448 Data 0.001 Err 0.2232 top1 6.250 top5 1.562 | Epoch: [74][453/553] Time 2.476 Data 0.001 Err 0.2383 top1 5.469 top5 2.344 | Epoch: [74][454/553] Time 2.437 Data 0.001 Err 0.1758 top1 6.250 top5 0.000 | Epoch: [74][455/553] Time 2.479 Data 0.001 Err 0.1541 top1 3.906 top5 2.344 | Epoch: [74][456/553] Time 2.446 Data 0.001 Err 0.1952 top1 3.906 top5 1.562 | Epoch: [74][457/553] Time 2.450 Data 0.001 Err 0.1602 top1 4.688 top5 0.781 | Epoch: [74][458/553] Time 2.446 Data 0.001 Err 0.3048 top1 7.812 top5 3.125 | Epoch: [74][459/553] Time 2.456 Data 0.001 Err 0.2048 top1 7.812 top5 0.781 | Epoch: [74][460/553] Time 2.486 Data 0.001 Err 0.1754 top1 4.688 top5 0.781 | Epoch: [74][461/553] Time 2.442 Data 0.001 Err 0.2469 top1 9.375 top5 1.562 | Epoch: [74][462/553] Time 2.440 Data 0.001 Err 0.3027 top1 7.812 top5 3.125 | Epoch: [74][463/553] Time 2.446 Data 0.001 Err 0.2880 top1 8.594 top5 1.562 | Epoch: [74][464/553] Time 2.431 Data 0.001 Err 0.2284 top1 5.469 top5 1.562 | Epoch: [74][465/553] Time 2.462 Data 0.001 Err 0.2266 top1 8.594 top5 1.562 | Epoch: [74][466/553] Time 2.490 Data 0.001 Err 0.2134 top1 7.812 top5 2.344 | Epoch: [74][467/553] Time 2.481 Data 0.001 Err 0.2127 top1 4.688 top5 3.125 | Epoch: [74][468/553] Time 2.508 Data 0.001 Err 0.2512 top1 5.469 top5 3.125 | Epoch: [74][469/553] Time 2.496 Data 0.001 Err 0.1929 top1 3.906 top5 1.562 | Epoch: [74][470/553] Time 2.486 Data 0.001 Err 0.2339 top1 4.688 top5 3.906 | Epoch: [74][471/553] Time 2.449 Data 0.001 Err 0.2664 top1 7.031 top5 0.000 | Epoch: [74][472/553] Time 2.523 Data 0.001 Err 0.2560 top1 7.031 top5 2.344 | Epoch: [74][473/553] Time 2.460 Data 0.001 Err 0.1821 top1 6.250 top5 0.000 | Epoch: [74][474/553] Time 2.437 Data 0.001 Err 0.2036 top1 6.250 top5 1.562 | Epoch: [74][475/553] Time 2.454 Data 0.001 Err 0.2328 top1 5.469 top5 1.562 | Epoch: [74][476/553] Time 2.437 Data 0.001 Err 0.2617 top1 4.688 top5 3.125 | Epoch: [74][477/553] Time 2.473 Data 0.000 Err 0.2131 top1 4.688 top5 0.781 | Epoch: [74][478/553] Time 2.445 Data 0.001 Err 0.4097 top1 11.719 top5 4.688 | Epoch: [74][479/553] Time 2.445 Data 0.001 Err 0.1339 top1 1.562 top5 1.562 | Epoch: [74][480/553] Time 2.469 Data 0.001 Err 0.1643 top1 4.688 top5 0.000 | Epoch: [74][481/553] Time 2.491 Data 0.001 Err 0.2027 top1 4.688 top5 0.781 | Epoch: [74][482/553] Time 2.439 Data 0.001 Err 0.1249 top1 2.344 top5 0.781 | Epoch: [74][483/553] Time 2.456 Data 0.001 Err 0.2379 top1 3.906 top5 2.344 | Epoch: [74][484/553] Time 2.485 Data 0.001 Err 0.1997 top1 4.688 top5 1.562 | Epoch: [74][485/553] Time 2.462 Data 0.001 Err 0.2511 top1 7.812 top5 2.344 | Epoch: [74][486/553] Time 2.449 Data 0.001 Err 0.3639 top1 9.375 top5 3.125 | Epoch: [74][487/553] Time 2.456 Data 0.001 Err 0.2797 top1 10.156 top5 1.562 | Epoch: [74][488/553] Time 2.440 Data 0.001 Err 0.3914 top1 10.156 top5 5.469 | Epoch: [74][489/553] Time 2.456 Data 0.001 Err 0.2958 top1 9.375 top5 2.344 | Epoch: [74][490/553] Time 2.508 Data 0.001 Err 0.1973 top1 7.031 top5 1.562 | Epoch: [74][491/553] Time 2.441 Data 0.001 Err 0.1291 top1 3.125 top5 0.781 | Epoch: [74][492/553] Time 2.452 Data 0.001 Err 0.3115 top1 7.812 top5 3.125 | Epoch: [74][493/553] Time 2.434 Data 0.001 Err 0.2236 top1 7.031 top5 0.781 | Epoch: [74][494/553] Time 2.479 Data 0.001 Err 0.1640 top1 3.906 top5 0.000 | Epoch: [74][495/553] Time 2.499 Data 0.001 Err 0.2164 top1 7.031 top5 2.344 | Epoch: [74][496/553] Time 2.479 Data 0.001 Err 0.4908 top1 11.719 top5 4.688 | Epoch: [74][497/553] Time 2.445 Data 0.001 Err 0.3094 top1 10.156 top5 1.562 | Epoch: [74][498/553] Time 2.445 Data 0.001 Err 0.3268 top1 12.500 top5 0.000 | Epoch: [74][499/553] Time 2.440 Data 0.001 Err 0.1143 top1 3.125 top5 0.000 | Epoch: [74][500/553] Time 2.457 Data 0.001 Err 0.3011 top1 7.031 top5 5.469 | Epoch: [74][501/553] Time 2.479 Data 0.001 Err 0.2266 top1 5.469 top5 1.562 | Epoch: [74][502/553] Time 2.436 Data 0.001 Err 0.2004 top1 5.469 top5 1.562 | Epoch: [74][503/553] Time 2.475 Data 0.001 Err 0.3915 top1 8.594 top5 3.125 | Epoch: [74][504/553] Time 2.458 Data 0.001 Err 0.3624 top1 10.156 top5 3.125 | Epoch: [74][505/553] Time 2.506 Data 0.000 Err 0.2246 top1 4.688 top5 1.562 | Epoch: [74][506/553] Time 2.478 Data 0.001 Err 0.1766 top1 3.906 top5 0.781 | Epoch: [74][507/553] Time 2.449 Data 0.001 Err 0.2388 top1 7.031 top5 0.781 | Epoch: [74][508/553] Time 2.443 Data 0.001 Err 0.2250 top1 7.031 top5 1.562 | Epoch: [74][509/553] Time 2.455 Data 0.001 Err 0.1827 top1 5.469 top5 0.781 | Epoch: [74][510/553] Time 2.471 Data 0.001 Err 0.3230 top1 7.812 top5 3.125 | Epoch: [74][511/553] Time 2.507 Data 0.001 Err 0.3254 top1 9.375 top5 2.344 | Epoch: [74][512/553] Time 2.436 Data 0.001 Err 0.2950 top1 5.469 top5 2.344 | Epoch: [74][513/553] Time 2.458 Data 0.001 Err 0.1858 top1 4.688 top5 0.781 | Epoch: [74][514/553] Time 2.476 Data 0.001 Err 0.2381 top1 6.250 top5 2.344 | Epoch: [74][515/553] Time 2.439 Data 0.001 Err 0.3923 top1 9.375 top5 3.125 | Epoch: [74][516/553] Time 2.440 Data 0.001 Err 0.2804 top1 6.250 top5 3.906 | Epoch: [74][517/553] Time 2.476 Data 0.001 Err 0.1974 top1 3.906 top5 0.781 | Epoch: [74][518/553] Time 2.439 Data 0.001 Err 0.1583 top1 5.469 top5 0.781 | Epoch: [74][519/553] Time 2.463 Data 0.001 Err 0.2147 top1 5.469 top5 1.562 | Epoch: [74][520/553] Time 2.474 Data 0.001 Err 0.2325 top1 7.812 top5 1.562 | Epoch: [74][521/553] Time 2.480 Data 0.001 Err 0.2813 top1 9.375 top5 0.781 | Epoch: [74][522/553] Time 2.461 Data 0.001 Err 0.2372 top1 8.594 top5 0.781 | Epoch: [74][523/553] Time 2.481 Data 0.001 Err 0.1431 top1 5.469 top5 0.000 | Epoch: [74][524/553] Time 2.442 Data 0.001 Err 0.1723 top1 4.688 top5 2.344 | Epoch: [74][525/553] Time 2.447 Data 0.001 Err 0.3344 top1 7.031 top5 3.906 | Epoch: [74][526/553] Time 2.444 Data 0.001 Err 0.1833 top1 5.469 top5 0.781 | Epoch: [74][527/553] Time 2.469 Data 0.001 Err 0.2440 top1 5.469 top5 2.344 | Epoch: [74][528/553] Time 2.461 Data 0.001 Err 0.1332 top1 3.906 top5 0.781 | Epoch: [74][529/553] Time 2.456 Data 0.001 Err 0.1438 top1 3.125 top5 1.562 | Epoch: [74][530/553] Time 2.441 Data 0.001 Err 0.2536 top1 5.469 top5 0.781 | Epoch: [74][531/553] Time 2.468 Data 0.001 Err 0.2593 top1 5.469 top5 1.562 | Epoch: [74][532/553] Time 2.474 Data 0.001 Err 0.3676 top1 7.031 top5 4.688 | Epoch: [74][533/553] Time 2.470 Data 0.000 Err 0.2332 top1 7.812 top5 0.781 | Epoch: [74][534/553] Time 2.443 Data 0.001 Err 0.1878 top1 4.688 top5 1.562 | Epoch: [74][535/553] Time 2.465 Data 0.001 Err 0.3356 top1 6.250 top5 3.906 | Epoch: [74][536/553] Time 2.465 Data 0.001 Err 0.2751 top1 8.594 top5 3.125 | Epoch: [74][537/553] Time 2.505 Data 0.001 Err 0.2333 top1 6.250 top5 2.344 | Epoch: [74][538/553] Time 2.442 Data 0.001 Err 0.3819 top1 7.812 top5 4.688 | Epoch: [74][539/553] Time 2.520 Data 0.001 Err 0.2767 top1 4.688 top5 3.125 | Epoch: [74][540/553] Time 2.440 Data 0.001 Err 0.1634 top1 4.688 top5 0.000 | Epoch: [74][541/553] Time 2.444 Data 0.001 Err 0.2523 top1 6.250 top5 2.344 | Epoch: [74][542/553] Time 2.472 Data 0.001 Err 0.2319 top1 5.469 top5 1.562 | Epoch: [74][543/553] Time 2.466 Data 0.000 Err 0.2315 top1 6.250 top5 2.344 | Epoch: [74][544/553] Time 2.439 Data 0.000 Err 0.3882 top1 11.719 top5 3.125 | Epoch: [74][545/553] Time 2.507 Data 0.000 Err 0.3299 top1 8.594 top5 3.125 | Epoch: [74][546/553] Time 2.444 Data 0.001 Err 0.2149 top1 3.906 top5 2.344 | Epoch: [74][547/553] Time 2.441 Data 0.001 Err 0.2748 top1 7.812 top5 2.344 | Epoch: [74][548/553] Time 2.448 Data 0.000 Err 0.3270 top1 8.594 top5 3.125 | Epoch: [74][549/553] Time 2.442 Data 0.000 Err 0.3982 top1 10.156 top5 2.344 | Epoch: [74][550/553] Time 2.438 Data 0.000 Err 0.3232 top1 9.375 top5 3.125 | Epoch: [74][551/553] Time 2.483 Data 0.000 Err 0.2400 top1 6.250 top5 2.344 | Epoch: [74][552/553] Time 2.445 Data 0.000 Err 0.2098 top1 6.250 top5 1.562 | Epoch: [74][553/553] Time 1.029 Data 0.000 Err 0.4783 top1 11.364 top5 4.545 | Test: [74][1/198] Time 2.422 Data 1.702 top1 17.188 ( 17.188) top5 3.906 ( 3.906) | Test: [74][2/198] Time 0.720 Data 0.000 top1 15.625 ( 16.406) top5 3.906 ( 3.906) | Test: [74][3/198] Time 0.728 Data 0.000 top1 17.188 ( 16.667) top5 4.688 ( 4.167) | Test: [74][4/198] Time 0.717 Data 0.001 top1 14.844 ( 16.211) top5 3.906 ( 4.102) | Test: [74][5/198] Time 0.726 Data 0.001 top1 14.062 ( 15.781) top5 3.906 ( 4.062) | Test: [74][6/198] Time 0.724 Data 0.001 top1 11.719 ( 15.104) top5 2.344 ( 3.776) | Test: [74][7/198] Time 0.724 Data 0.001 top1 17.188 ( 15.402) top5 3.125 ( 3.683) | Test: [74][8/198] Time 0.727 Data 0.001 top1 13.281 ( 15.137) top5 3.906 ( 3.711) | Test: [74][9/198] Time 0.721 Data 0.001 top1 12.500 ( 14.844) top5 3.906 ( 3.733) | Test: [74][10/198] Time 0.718 Data 0.001 top1 13.281 ( 14.688) top5 3.125 ( 3.672) | Test: [74][11/198] Time 0.717 Data 0.001 top1 8.594 ( 14.134) top5 2.344 ( 3.551) | Test: [74][12/198] Time 0.724 Data 0.001 top1 9.375 ( 13.737) top5 1.562 ( 3.385) | Test: [74][13/198] Time 0.716 Data 0.001 top1 17.969 ( 14.062) top5 5.469 ( 3.546) | Test: [74][14/198] Time 0.726 Data 0.001 top1 12.500 ( 13.951) top5 0.781 ( 3.348) | Test: [74][15/198] Time 0.715 Data 0.001 top1 13.281 ( 13.906) top5 3.125 ( 3.333) | Test: [74][16/198] Time 0.724 Data 0.001 top1 10.156 ( 13.672) top5 0.781 ( 3.174) | Test: [74][17/198] Time 0.727 Data 0.001 top1 12.500 ( 13.603) top5 1.562 ( 3.079) | Test: [74][18/198] Time 0.723 Data 0.001 top1 11.719 ( 13.498) top5 3.906 ( 3.125) | Test: [74][19/198] Time 0.724 Data 0.001 top1 14.844 ( 13.569) top5 7.031 ( 3.331) | Test: [74][20/198] Time 0.721 Data 0.001 top1 14.844 ( 13.633) top5 1.562 ( 3.242) | Test: [74][21/198] Time 0.724 Data 0.001 top1 7.812 ( 13.356) top5 1.562 ( 3.162) | Test: [74][22/198] Time 0.724 Data 0.001 top1 14.844 ( 13.423) top5 3.906 ( 3.196) | Test: [74][23/198] Time 0.729 Data 0.001 top1 9.375 ( 13.247) top5 1.562 ( 3.125) | Test: [74][24/198] Time 0.812 Data 0.004 top1 11.719 ( 13.184) top5 3.125 ( 3.125) | Test: [74][25/198] Time 0.802 Data 0.001 top1 13.281 ( 13.188) top5 3.125 ( 3.125) | Test: [74][26/198] Time 0.728 Data 0.001 top1 9.375 ( 13.041) top5 1.562 ( 3.065) | Test: [74][27/198] Time 0.732 Data 0.001 top1 14.844 ( 13.108) top5 1.562 ( 3.009) | Test: [74][28/198] Time 0.716 Data 0.001 top1 12.500 ( 13.086) top5 2.344 ( 2.985) | Test: [74][29/198] Time 0.736 Data 0.001 top1 14.062 ( 13.120) top5 3.906 ( 3.017) | Test: [74][30/198] Time 0.718 Data 0.001 top1 14.062 ( 13.151) top5 2.344 ( 2.995) | Test: [74][31/198] Time 0.724 Data 0.001 top1 10.156 ( 13.054) top5 2.344 ( 2.974) | Test: [74][32/198] Time 0.718 Data 0.001 top1 14.062 ( 13.086) top5 3.125 ( 2.979) | Test: [74][33/198] Time 0.713 Data 0.001 top1 9.375 ( 12.973) top5 3.125 ( 2.983) | Test: [74][34/198] Time 0.718 Data 0.001 top1 14.844 ( 13.028) top5 3.125 ( 2.987) | Test: [74][35/198] Time 0.717 Data 0.001 top1 11.719 ( 12.991) top5 2.344 ( 2.969) | Test: [74][36/198] Time 0.717 Data 0.001 top1 10.938 ( 12.934) top5 2.344 ( 2.951) | Test: [74][37/198] Time 0.726 Data 0.001 top1 8.594 ( 12.817) top5 1.562 ( 2.914) | Test: [74][38/198] Time 0.729 Data 0.000 top1 14.844 ( 12.870) top5 2.344 ( 2.899) | Test: [74][39/198] Time 0.715 Data 0.001 top1 8.594 ( 12.760) top5 2.344 ( 2.885) | Test: [74][40/198] Time 0.721 Data 0.003 top1 11.719 ( 12.734) top5 4.688 ( 2.930) | Test: [74][41/198] Time 0.733 Data 0.001 top1 10.938 ( 12.691) top5 1.562 ( 2.896) | Test: [74][42/198] Time 0.716 Data 0.001 top1 13.281 ( 12.705) top5 2.344 ( 2.883) | Test: [74][43/198] Time 0.721 Data 0.001 top1 11.719 ( 12.682) top5 0.781 ( 2.834) | Test: [74][44/198] Time 0.724 Data 0.001 top1 12.500 ( 12.678) top5 3.125 ( 2.841) | Test: [74][45/198] Time 0.730 Data 0.004 top1 14.062 ( 12.708) top5 4.688 ( 2.882) | Test: [74][46/198] Time 0.734 Data 0.001 top1 15.625 ( 12.772) top5 5.469 ( 2.938) | Test: [74][47/198] Time 0.725 Data 0.001 top1 7.812 ( 12.666) top5 1.562 ( 2.909) | Test: [74][48/198] Time 0.736 Data 0.001 top1 17.969 ( 12.777) top5 2.344 ( 2.897) | Test: [74][49/198] Time 0.731 Data 0.001 top1 14.062 ( 12.803) top5 0.781 ( 2.854) | Test: [74][50/198] Time 0.736 Data 0.002 top1 16.406 ( 12.875) top5 4.688 ( 2.891) | Test: [74][51/198] Time 0.730 Data 0.001 top1 10.156 ( 12.822) top5 1.562 ( 2.865) | Test: [74][52/198] Time 0.724 Data 0.001 top1 16.406 ( 12.891) top5 3.125 ( 2.870) | Test: [74][53/198] Time 0.733 Data 0.001 top1 15.625 ( 12.942) top5 3.906 ( 2.889) | Test: [74][54/198] Time 0.820 Data 0.002 top1 14.844 ( 12.977) top5 3.906 ( 2.908) | Test: [74][55/198] Time 0.777 Data 0.001 top1 12.500 ( 12.969) top5 2.344 ( 2.898) | Test: [74][56/198] Time 0.775 Data 0.001 top1 14.062 ( 12.988) top5 2.344 ( 2.888) | Test: [74][57/198] Time 0.782 Data 0.001 top1 13.281 ( 12.993) top5 3.906 ( 2.906) | Test: [74][58/198] Time 0.729 Data 0.000 top1 17.969 ( 13.079) top5 2.344 ( 2.896) | Test: [74][59/198] Time 0.723 Data 0.001 top1 8.594 ( 13.003) top5 1.562 ( 2.873) | Test: [74][60/198] Time 0.722 Data 0.001 top1 9.375 ( 12.943) top5 1.562 ( 2.852) | Test: [74][61/198] Time 0.716 Data 0.001 top1 13.281 ( 12.948) top5 2.344 ( 2.843) | Test: [74][62/198] Time 0.711 Data 0.001 top1 13.281 ( 12.954) top5 1.562 ( 2.823) | Test: [74][63/198] Time 0.718 Data 0.001 top1 10.156 ( 12.909) top5 3.125 ( 2.827) | Test: [74][64/198] Time 0.719 Data 0.001 top1 9.375 ( 12.854) top5 1.562 ( 2.808) | Test: [74][65/198] Time 0.716 Data 0.001 top1 9.375 ( 12.800) top5 3.125 ( 2.812) | Test: [74][66/198] Time 0.730 Data 0.001 top1 12.500 ( 12.796) top5 4.688 ( 2.841) | Test: [74][67/198] Time 0.712 Data 0.001 top1 10.156 ( 12.757) top5 3.906 ( 2.857) | Test: [74][68/198] Time 0.724 Data 0.001 top1 9.375 ( 12.707) top5 0.781 ( 2.826) | Test: [74][69/198] Time 0.717 Data 0.001 top1 11.719 ( 12.692) top5 0.000 ( 2.785) | Test: [74][70/198] Time 0.731 Data 0.001 top1 7.812 ( 12.623) top5 1.562 ( 2.768) | Test: [74][71/198] Time 0.721 Data 0.003 top1 11.719 ( 12.610) top5 1.562 ( 2.751) | Test: [74][72/198] Time 0.717 Data 0.001 top1 10.938 ( 12.587) top5 3.906 ( 2.767) | Test: [74][73/198] Time 0.721 Data 0.001 top1 7.031 ( 12.511) top5 1.562 ( 2.750) | Test: [74][74/198] Time 0.724 Data 0.003 top1 14.844 ( 12.542) top5 3.125 ( 2.755) | Test: [74][75/198] Time 0.732 Data 0.001 top1 12.500 ( 12.542) top5 4.688 ( 2.781) | Test: [74][76/198] Time 0.722 Data 0.001 top1 14.062 ( 12.562) top5 1.562 ( 2.765) | Test: [74][77/198] Time 0.728 Data 0.001 top1 15.625 ( 12.601) top5 3.906 ( 2.780) | Test: [74][78/198] Time 0.741 Data 0.001 top1 11.719 ( 12.590) top5 3.125 ( 2.784) | Test: [74][79/198] Time 0.726 Data 0.001 top1 10.938 ( 12.569) top5 0.000 ( 2.749) | Test: [74][80/198] Time 0.722 Data 0.001 top1 11.719 ( 12.559) top5 4.688 ( 2.773) | Test: [74][81/198] Time 0.779 Data 0.001 top1 11.719 ( 12.548) top5 3.906 ( 2.787) | Test: [74][82/198] Time 0.750 Data 0.001 top1 11.719 ( 12.538) top5 1.562 ( 2.772) | Test: [74][83/198] Time 0.723 Data 0.001 top1 14.062 ( 12.556) top5 1.562 ( 2.758) | Test: [74][84/198] Time 0.783 Data 0.002 top1 13.281 ( 12.565) top5 4.688 ( 2.781) | Test: [74][85/198] Time 0.732 Data 0.004 top1 14.844 ( 12.592) top5 3.125 ( 2.785) | Test: [74][86/198] Time 0.742 Data 0.001 top1 13.281 ( 12.600) top5 0.781 ( 2.762) | Test: [74][87/198] Time 0.723 Data 0.002 top1 11.719 ( 12.590) top5 0.000 ( 2.730) | Test: [74][88/198] Time 0.722 Data 0.001 top1 15.625 ( 12.624) top5 3.906 ( 2.743) | Test: [74][89/198] Time 0.717 Data 0.001 top1 10.938 ( 12.605) top5 1.562 ( 2.730) | Test: [74][90/198] Time 0.719 Data 0.001 top1 12.500 ( 12.604) top5 4.688 ( 2.752) | Test: [74][91/198] Time 0.718 Data 0.001 top1 11.719 ( 12.594) top5 1.562 ( 2.739) | Test: [74][92/198] Time 0.715 Data 0.001 top1 9.375 ( 12.559) top5 1.562 ( 2.726) | Test: [74][93/198] Time 0.717 Data 0.001 top1 11.719 ( 12.550) top5 4.688 ( 2.747) | Test: [74][94/198] Time 0.714 Data 0.001 top1 14.062 ( 12.566) top5 3.125 ( 2.751) | Test: [74][95/198] Time 0.726 Data 0.001 top1 11.719 ( 12.558) top5 0.000 ( 2.722) | Test: [74][96/198] Time 0.715 Data 0.001 top1 16.406 ( 12.598) top5 3.906 ( 2.734) | Test: [74][97/198] Time 0.721 Data 0.001 top1 12.500 ( 12.597) top5 3.125 ( 2.738) | Test: [74][98/198] Time 0.724 Data 0.001 top1 13.281 ( 12.604) top5 1.562 ( 2.726) | Test: [74][99/198] Time 0.715 Data 0.001 top1 12.500 ( 12.603) top5 1.562 ( 2.715) | Test: [74][100/198] Time 0.726 Data 0.000 top1 10.938 ( 12.586) top5 3.125 ( 2.719) | Test: [74][101/198] Time 0.716 Data 0.001 top1 13.281 ( 12.593) top5 4.688 ( 2.738) | Test: [74][102/198] Time 0.733 Data 0.001 top1 13.281 ( 12.600) top5 4.688 ( 2.757) | Test: [74][103/198] Time 0.729 Data 0.001 top1 7.812 ( 12.553) top5 3.125 ( 2.761) | Test: [74][104/198] Time 0.766 Data 0.001 top1 10.938 ( 12.538) top5 2.344 ( 2.757) | Test: [74][105/198] Time 0.784 Data 0.001 top1 9.375 ( 12.507) top5 1.562 ( 2.746) | Test: [74][106/198] Time 0.735 Data 0.001 top1 19.531 ( 12.574) top5 3.125 ( 2.749) | Test: [74][107/198] Time 0.723 Data 0.001 top1 11.719 ( 12.566) top5 2.344 ( 2.745) | Test: [74][108/198] Time 0.713 Data 0.001 top1 8.594 ( 12.529) top5 0.781 ( 2.727) | Test: [74][109/198] Time 0.731 Data 0.001 top1 10.938 ( 12.514) top5 0.781 ( 2.709) | Test: [74][110/198] Time 0.717 Data 0.001 top1 7.031 ( 12.464) top5 0.781 ( 2.692) | Test: [74][111/198] Time 0.729 Data 0.001 top1 9.375 ( 12.437) top5 0.781 ( 2.675) | Test: [74][112/198] Time 0.793 Data 0.001 top1 11.719 ( 12.430) top5 2.344 ( 2.672) | Test: [74][113/198] Time 0.729 Data 0.001 top1 8.594 ( 12.396) top5 1.562 ( 2.662) | Test: [74][114/198] Time 0.784 Data 0.001 top1 9.375 ( 12.370) top5 1.562 ( 2.652) | Test: [74][115/198] Time 0.719 Data 0.001 top1 10.156 ( 12.351) top5 1.562 ( 2.643) | Test: [74][116/198] Time 0.736 Data 0.001 top1 14.844 ( 12.372) top5 3.125 ( 2.647) | Test: [74][117/198] Time 0.726 Data 0.000 top1 14.844 ( 12.393) top5 2.344 ( 2.644) | Test: [74][118/198] Time 0.732 Data 0.000 top1 13.281 ( 12.401) top5 3.125 ( 2.648) | Test: [74][119/198] Time 0.726 Data 0.001 top1 5.469 ( 12.342) top5 0.781 ( 2.633) | Test: [74][120/198] Time 0.720 Data 0.000 top1 7.812 ( 12.305) top5 0.781 ( 2.617) | Test: [74][121/198] Time 0.712 Data 0.001 top1 13.281 ( 12.313) top5 2.344 ( 2.615) | Test: [74][122/198] Time 0.717 Data 0.001 top1 14.062 ( 12.327) top5 1.562 ( 2.606) | Test: [74][123/198] Time 0.717 Data 0.001 top1 7.812 ( 12.290) top5 3.125 ( 2.611) | Test: [74][124/198] Time 0.714 Data 0.001 top1 14.844 ( 12.311) top5 5.469 ( 2.634) | Test: [74][125/198] Time 0.716 Data 0.001 top1 11.719 ( 12.306) top5 2.344 ( 2.631) | Test: [74][126/198] Time 0.724 Data 0.001 top1 9.375 ( 12.283) top5 3.906 ( 2.641) | Test: [74][127/198] Time 0.716 Data 0.001 top1 10.938 ( 12.272) top5 2.344 ( 2.639) | Test: [74][128/198] Time 0.725 Data 0.001 top1 14.844 ( 12.292) top5 0.781 ( 2.625) | Test: [74][129/198] Time 0.731 Data 0.001 top1 14.844 ( 12.312) top5 1.562 ( 2.616) | Test: [74][130/198] Time 0.726 Data 0.001 top1 10.938 ( 12.302) top5 5.469 ( 2.638) | Test: [74][131/198] Time 0.716 Data 0.001 top1 8.594 ( 12.273) top5 0.781 ( 2.624) | Test: [74][132/198] Time 0.725 Data 0.001 top1 17.188 ( 12.311) top5 1.562 ( 2.616) | Test: [74][133/198] Time 0.723 Data 0.001 top1 12.500 ( 12.312) top5 3.906 ( 2.626) | Test: [74][134/198] Time 0.720 Data 0.001 top1 11.719 ( 12.308) top5 3.125 ( 2.629) | Test: [74][135/198] Time 0.722 Data 0.000 top1 15.625 ( 12.332) top5 2.344 ( 2.627) | Test: [74][136/198] Time 0.715 Data 0.001 top1 13.281 ( 12.339) top5 0.781 ( 2.614) | Test: [74][137/198] Time 0.765 Data 0.001 top1 10.938 ( 12.329) top5 3.906 ( 2.623) | Test: [74][138/198] Time 0.730 Data 0.001 top1 14.844 ( 12.347) top5 3.125 ( 2.627) | Test: [74][139/198] Time 0.729 Data 0.001 top1 10.156 ( 12.331) top5 0.000 ( 2.608) | Test: [74][140/198] Time 0.724 Data 0.001 top1 11.719 ( 12.327) top5 3.125 ( 2.612) | Test: [74][141/198] Time 0.750 Data 0.006 top1 11.719 ( 12.323) top5 1.562 ( 2.604) | Test: [74][142/198] Time 0.787 Data 0.001 top1 10.156 ( 12.307) top5 2.344 ( 2.602) | Test: [74][143/198] Time 0.769 Data 0.001 top1 14.844 ( 12.325) top5 3.125 ( 2.606) | Test: [74][144/198] Time 0.717 Data 0.003 top1 10.156 ( 12.310) top5 0.781 ( 2.593) | Test: [74][145/198] Time 0.721 Data 0.001 top1 10.156 ( 12.295) top5 0.781 ( 2.581) | Test: [74][146/198] Time 0.718 Data 0.001 top1 11.719 ( 12.291) top5 1.562 ( 2.574) | Test: [74][147/198] Time 0.717 Data 0.001 top1 9.375 ( 12.271) top5 1.562 ( 2.567) | Test: [74][148/198] Time 0.723 Data 0.001 top1 11.719 ( 12.268) top5 4.688 ( 2.581) | Test: [74][149/198] Time 0.721 Data 0.001 top1 10.156 ( 12.254) top5 2.344 ( 2.580) | Test: [74][150/198] Time 0.727 Data 0.000 top1 10.156 ( 12.240) top5 2.344 ( 2.578) | Test: [74][151/198] Time 0.722 Data 0.000 top1 7.812 ( 12.210) top5 1.562 ( 2.571) | Test: [74][152/198] Time 0.719 Data 0.001 top1 10.156 ( 12.197) top5 2.344 ( 2.570) | Test: [74][153/198] Time 0.722 Data 0.000 top1 17.969 ( 12.234) top5 2.344 ( 2.568) | Test: [74][154/198] Time 0.715 Data 0.001 top1 11.719 ( 12.231) top5 4.688 ( 2.582) | Test: [74][155/198] Time 0.726 Data 0.000 top1 17.969 ( 12.268) top5 3.906 ( 2.591) | Test: [74][156/198] Time 0.718 Data 0.001 top1 14.062 ( 12.280) top5 1.562 ( 2.584) | Test: [74][157/198] Time 0.720 Data 0.001 top1 14.844 ( 12.296) top5 2.344 ( 2.583) | Test: [74][158/198] Time 0.721 Data 0.001 top1 14.062 ( 12.307) top5 3.906 ( 2.591) | Test: [74][159/198] Time 0.723 Data 0.000 top1 7.812 ( 12.279) top5 0.781 ( 2.580) | Test: [74][160/198] Time 0.725 Data 0.001 top1 11.719 ( 12.275) top5 3.125 ( 2.583) | Test: [74][161/198] Time 0.718 Data 0.001 top1 14.844 ( 12.291) top5 2.344 ( 2.582) | Test: [74][162/198] Time 0.718 Data 0.001 top1 9.375 ( 12.273) top5 3.906 ( 2.590) | Test: [74][163/198] Time 0.718 Data 0.001 top1 10.938 ( 12.265) top5 0.781 ( 2.579) | Test: [74][164/198] Time 0.773 Data 0.001 top1 11.719 ( 12.262) top5 0.781 ( 2.568) | Test: [74][165/198] Time 0.777 Data 0.001 top1 14.062 ( 12.273) top5 2.344 ( 2.566) | Test: [74][166/198] Time 0.730 Data 0.001 top1 13.281 ( 12.279) top5 0.781 ( 2.556) | Test: [74][167/198] Time 0.727 Data 0.001 top1 13.281 ( 12.285) top5 3.125 ( 2.559) | Test: [74][168/198] Time 0.732 Data 0.001 top1 13.281 ( 12.291) top5 7.031 ( 2.586) | Test: [74][169/198] Time 0.783 Data 0.001 top1 9.375 ( 12.273) top5 0.781 ( 2.575) | Test: [74][170/198] Time 0.803 Data 0.002 top1 13.281 ( 12.279) top5 3.125 ( 2.578) | Test: [74][171/198] Time 0.726 Data 0.001 top1 14.062 ( 12.290) top5 3.125 ( 2.581) | Test: [74][172/198] Time 0.732 Data 0.001 top1 11.719 ( 12.287) top5 1.562 ( 2.575) | Test: [74][173/198] Time 0.717 Data 0.001 top1 12.500 ( 12.288) top5 1.562 ( 2.570) | Test: [74][174/198] Time 0.717 Data 0.001 top1 12.500 ( 12.289) top5 1.562 ( 2.564) | Test: [74][175/198] Time 0.718 Data 0.001 top1 13.281 ( 12.295) top5 0.781 ( 2.554) | Test: [74][176/198] Time 0.720 Data 0.001 top1 10.938 ( 12.287) top5 3.125 ( 2.557) | Test: [74][177/198] Time 0.721 Data 0.001 top1 10.938 ( 12.279) top5 1.562 ( 2.551) | Test: [74][178/198] Time 0.719 Data 0.001 top1 10.938 ( 12.272) top5 3.125 ( 2.554) | Test: [74][179/198] Time 0.729 Data 0.001 top1 12.500 ( 12.273) top5 3.125 ( 2.558) | Test: [74][180/198] Time 0.722 Data 0.001 top1 10.938 ( 12.266) top5 1.562 ( 2.552) | Test: [74][181/198] Time 0.721 Data 0.000 top1 10.156 ( 12.254) top5 4.688 ( 2.564) | Test: [74][182/198] Time 0.723 Data 0.001 top1 12.500 ( 12.255) top5 3.906 ( 2.571) | Test: [74][183/198] Time 0.718 Data 0.001 top1 15.625 ( 12.274) top5 0.781 ( 2.561) | Test: [74][184/198] Time 0.724 Data 0.001 top1 13.281 ( 12.279) top5 3.906 ( 2.569) | Test: [74][185/198] Time 0.718 Data 0.001 top1 8.594 ( 12.259) top5 2.344 ( 2.568) | Test: [74][186/198] Time 0.722 Data 0.001 top1 13.281 ( 12.265) top5 0.781 ( 2.558) | Test: [74][187/198] Time 0.730 Data 0.000 top1 9.375 ( 12.249) top5 2.344 ( 2.557) | Test: [74][188/198] Time 0.730 Data 0.000 top1 10.156 ( 12.238) top5 1.562 ( 2.552) | Test: [74][189/198] Time 0.731 Data 0.000 top1 10.938 ( 12.231) top5 0.781 ( 2.542) | Test: [74][190/198] Time 0.720 Data 0.000 top1 13.281 ( 12.237) top5 0.000 ( 2.529) | Test: [74][191/198] Time 0.725 Data 0.000 top1 9.375 ( 12.222) top5 0.781 ( 2.520) | Test: [74][192/198] Time 0.720 Data 0.000 top1 13.281 ( 12.227) top5 3.125 ( 2.523) | Test: [74][193/198] Time 0.716 Data 0.000 top1 14.844 ( 12.241) top5 3.125 ( 2.526) | Test: [74][194/198] Time 0.714 Data 0.000 top1 14.062 ( 12.250) top5 2.344 ( 2.525) | Test: [74][195/198] Time 0.724 Data 0.000 top1 15.625 ( 12.268) top5 1.562 ( 2.520) | Test: [74][196/198] Time 0.261 Data 0.000 top1 17.647 ( 12.295) top5 0.000 ( 2.507) | Test: [74][197/198] Time 0.721 Data 0.000 top1 12.500 ( 12.296) top5 1.562 ( 2.502) | Test: [74][198/198] Time 0.726 Data 0.000 top1 17.188 ( 12.321) top5 3.125 ( 2.506) * Finished epoch # 74 top1: 12.321 top5: 2.506 Epoch 75 => Training epoch # 75 | Epoch: [75][1/553] Time 5.122 Data 2.645 Err 0.3660 top1 7.812 top5 5.469 | Epoch: [75][2/553] Time 2.433 Data 0.001 Err 0.2328 top1 6.250 top5 0.781 | Epoch: [75][3/553] Time 2.468 Data 0.001 Err 0.2397 top1 7.031 top5 1.562 | Epoch: [75][4/553] Time 2.433 Data 0.001 Err 0.2996 top1 7.031 top5 2.344 | Epoch: [75][5/553] Time 2.438 Data 0.001 Err 0.2278 top1 5.469 top5 2.344 | Epoch: [75][6/553] Time 2.475 Data 0.001 Err 0.1761 top1 4.688 top5 1.562 | Epoch: [75][7/553] Time 2.444 Data 0.001 Err 0.1902 top1 3.906 top5 0.000 | Epoch: [75][8/553] Time 2.472 Data 0.000 Err 0.3431 top1 8.594 top5 3.906 | Epoch: [75][9/553] Time 2.442 Data 0.001 Err 0.2343 top1 4.688 top5 2.344 | Epoch: [75][10/553] Time 2.468 Data 0.001 Err 0.1936 top1 3.906 top5 1.562 | Epoch: [75][11/553] Time 2.474 Data 0.001 Err 0.2868 top1 10.156 top5 1.562 | Epoch: [75][12/553] Time 2.506 Data 0.001 Err 0.3043 top1 7.031 top5 2.344 | Epoch: [75][13/553] Time 2.503 Data 0.001 Err 0.2771 top1 7.031 top5 3.125 | Epoch: [75][14/553] Time 2.511 Data 0.001 Err 0.2449 top1 5.469 top5 2.344 | Epoch: [75][15/553] Time 2.522 Data 0.001 Err 0.2236 top1 7.812 top5 0.781 | Epoch: [75][16/553] Time 2.453 Data 0.001 Err 0.3291 top1 10.156 top5 2.344 | Epoch: [75][17/553] Time 2.439 Data 0.001 Err 0.2203 top1 7.812 top5 1.562 | Epoch: [75][18/553] Time 2.521 Data 0.001 Err 0.1305 top1 3.125 top5 0.781 | Epoch: [75][19/553] Time 2.479 Data 0.001 Err 0.2156 top1 5.469 top5 2.344 | Epoch: [75][20/553] Time 2.449 Data 0.001 Err 0.2495 top1 6.250 top5 2.344 | Epoch: [75][21/553] Time 2.451 Data 0.001 Err 0.2177 top1 4.688 top5 0.781 | Epoch: [75][22/553] Time 2.482 Data 0.001 Err 0.1829 top1 3.906 top5 1.562 | Epoch: [75][23/553] Time 2.436 Data 0.001 Err 0.2773 top1 6.250 top5 3.125 | Epoch: [75][24/553] Time 2.509 Data 0.001 Err 0.3109 top1 6.250 top5 3.906 | Epoch: [75][25/553] Time 2.510 Data 0.001 Err 0.2996 top1 7.031 top5 2.344 | Epoch: [75][26/553] Time 2.519 Data 0.001 Err 0.3168 top1 4.688 top5 3.125 | Epoch: [75][27/553] Time 2.489 Data 0.000 Err 0.3120 top1 7.812 top5 3.906 | Epoch: [75][28/553] Time 2.445 Data 0.001 Err 0.1074 top1 3.906 top5 0.000 | Epoch: [75][29/553] Time 2.435 Data 0.001 Err 0.1602 top1 4.688 top5 1.562 | Epoch: [75][30/553] Time 2.488 Data 0.001 Err 0.1156 top1 2.344 top5 0.781 | Epoch: [75][31/553] Time 2.448 Data 0.001 Err 0.1909 top1 5.469 top5 1.562 | Epoch: [75][32/553] Time 2.481 Data 0.001 Err 0.3607 top1 7.812 top5 5.469 | Epoch: [75][33/553] Time 2.461 Data 0.001 Err 0.1474 top1 3.906 top5 0.781 | Epoch: [75][34/553] Time 2.446 Data 0.000 Err 0.2080 top1 4.688 top5 2.344 | Epoch: [75][35/553] Time 2.447 Data 0.001 Err 0.2456 top1 6.250 top5 0.781 | Epoch: [75][36/553] Time 2.445 Data 0.001 Err 0.2517 top1 7.812 top5 2.344 | Epoch: [75][37/553] Time 2.488 Data 0.000 Err 0.2929 top1 7.812 top5 1.562 | Epoch: [75][38/553] Time 2.484 Data 0.001 Err 0.2482 top1 4.688 top5 2.344 | Epoch: [75][39/553] Time 2.444 Data 0.001 Err 0.2609 top1 7.812 top5 2.344 | Epoch: [75][40/553] Time 2.452 Data 0.001 Err 0.3955 top1 11.719 top5 5.469 | Epoch: [75][41/553] Time 2.443 Data 0.003 Err 0.2487 top1 4.688 top5 2.344 | Epoch: [75][42/553] Time 2.471 Data 0.001 Err 0.3062 top1 7.031 top5 1.562 | Epoch: [75][43/553] Time 2.438 Data 0.001 Err 0.2243 top1 6.250 top5 1.562 | Epoch: [75][44/553] Time 2.490 Data 0.001 Err 0.5265 top1 12.500 top5 7.031 | Epoch: [75][45/553] Time 2.483 Data 0.001 Err 0.2450 top1 6.250 top5 2.344 | Epoch: [75][46/553] Time 2.488 Data 0.001 Err 0.2458 top1 3.906 top5 1.562 | Epoch: [75][47/553] Time 2.446 Data 0.001 Err 0.2423 top1 7.031 top5 3.125 | Epoch: [75][48/553] Time 2.455 Data 0.001 Err 0.4618 top1 9.375 top5 4.688 | Epoch: [75][49/553] Time 2.442 Data 0.001 Err 0.2320 top1 9.375 top5 2.344 | Epoch: [75][50/553] Time 2.473 Data 0.001 Err 0.2092 top1 7.031 top5 1.562 | Epoch: [75][51/553] Time 2.435 Data 0.001 Err 0.2953 top1 7.812 top5 1.562 | Epoch: [75][52/553] Time 2.451 Data 0.001 Err 0.1923 top1 4.688 top5 0.781 | Epoch: [75][53/553] Time 2.468 Data 0.001 Err 0.1840 top1 4.688 top5 1.562 | Epoch: [75][54/553] Time 2.488 Data 0.001 Err 0.0737 top1 2.344 top5 0.000 | Epoch: [75][55/553] Time 2.487 Data 0.001 Err 0.2877 top1 7.031 top5 2.344 | Epoch: [75][56/553] Time 2.450 Data 0.001 Err 0.4308 top1 11.719 top5 4.688 | Epoch: [75][57/553] Time 2.466 Data 0.001 Err 0.1684 top1 3.906 top5 0.781 | Epoch: [75][58/553] Time 2.445 Data 0.001 Err 0.2142 top1 5.469 top5 2.344 | Epoch: [75][59/553] Time 2.448 Data 0.001 Err 0.1833 top1 4.688 top5 0.781 | Epoch: [75][60/553] Time 2.485 Data 0.001 Err 0.2480 top1 6.250 top5 2.344 | Epoch: [75][61/553] Time 2.481 Data 0.001 Err 0.2387 top1 5.469 top5 1.562 | Epoch: [75][62/553] Time 2.448 Data 0.001 Err 0.2772 top1 7.812 top5 2.344 | Epoch: [75][63/553] Time 2.495 Data 0.001 Err 0.2614 top1 8.594 top5 0.781 | Epoch: [75][64/553] Time 2.489 Data 0.001 Err 0.1814 top1 5.469 top5 0.781 | Epoch: [75][65/553] Time 2.447 Data 0.000 Err 0.1877 top1 6.250 top5 1.562 | Epoch: [75][66/553] Time 2.444 Data 0.001 Err 0.1600 top1 3.906 top5 1.562 | Epoch: [75][67/553] Time 2.493 Data 0.001 Err 0.2518 top1 4.688 top5 2.344 | Epoch: [75][68/553] Time 2.502 Data 0.001 Err 0.1854 top1 5.469 top5 1.562 | Epoch: [75][69/553] Time 2.454 Data 0.001 Err 0.2388 top1 6.250 top5 1.562 | Epoch: [75][70/553] Time 2.450 Data 0.002 Err 0.2953 top1 7.812 top5 3.906 | Epoch: [75][71/553] Time 2.482 Data 0.001 Err 0.4267 top1 9.375 top5 3.125 | Epoch: [75][72/553] Time 2.481 Data 0.001 Err 0.2994 top1 6.250 top5 3.125 | Epoch: [75][73/553] Time 2.437 Data 0.001 Err 0.3311 top1 9.375 top5 1.562 | Epoch: [75][74/553] Time 2.484 Data 0.001 Err 0.3955 top1 9.375 top5 5.469 | Epoch: [75][75/553] Time 2.478 Data 0.001 Err 0.0735 top1 0.781 top5 0.000 | Epoch: [75][76/553] Time 2.478 Data 0.001 Err 0.2177 top1 5.469 top5 1.562 | Epoch: [75][77/553] Time 2.463 Data 0.001 Err 0.2230 top1 5.469 top5 0.781 | Epoch: [75][78/553] Time 2.450 Data 0.001 Err 0.1939 top1 4.688 top5 0.000 | Epoch: [75][79/553] Time 2.480 Data 0.001 Err 0.2691 top1 5.469 top5 1.562 | Epoch: [75][80/553] Time 2.494 Data 0.001 Err 0.2656 top1 5.469 top5 3.906 | Epoch: [75][81/553] Time 2.444 Data 0.001 Err 0.3168 top1 10.156 top5 1.562 | Epoch: [75][82/553] Time 2.449 Data 0.001 Err 0.3733 top1 10.156 top5 4.688 | Epoch: [75][83/553] Time 2.447 Data 0.001 Err 0.1459 top1 3.906 top5 0.781 | Epoch: [75][84/553] Time 2.475 Data 0.001 Err 0.1733 top1 5.469 top5 0.781 | Epoch: [75][85/553] Time 2.447 Data 0.001 Err 0.1399 top1 3.125 top5 0.781 | Epoch: [75][86/553] Time 2.484 Data 0.001 Err 0.1769 top1 6.250 top5 0.781 | Epoch: [75][87/553] Time 2.440 Data 0.001 Err 0.2314 top1 5.469 top5 0.781 | Epoch: [75][88/553] Time 2.472 Data 0.001 Err 0.2012 top1 5.469 top5 0.781 | Epoch: [75][89/553] Time 2.453 Data 0.007 Err 0.4383 top1 10.938 top5 5.469 | Epoch: [75][90/553] Time 2.440 Data 0.001 Err 0.3268 top1 7.812 top5 3.125 | Epoch: [75][91/553] Time 2.447 Data 0.001 Err 0.2360 top1 6.250 top5 1.562 | Epoch: [75][92/553] Time 2.479 Data 0.001 Err 0.1690 top1 4.688 top5 0.781 | Epoch: [75][93/553] Time 2.438 Data 0.001 Err 0.1511 top1 5.469 top5 0.000 | Epoch: [75][94/553] Time 2.449 Data 0.001 Err 0.2707 top1 7.031 top5 3.125 | Epoch: [75][95/553] Time 2.449 Data 0.001 Err 0.2108 top1 7.031 top5 0.781 | Epoch: [75][96/553] Time 2.436 Data 0.001 Err 0.2810 top1 6.250 top5 0.781 | Epoch: [75][97/553] Time 2.442 Data 0.001 Err 0.4266 top1 12.500 top5 4.688 | Epoch: [75][98/553] Time 2.494 Data 0.001 Err 0.3488 top1 10.938 top5 3.125 | Epoch: [75][99/553] Time 2.447 Data 0.001 Err 0.1984 top1 3.125 top5 1.562 | Epoch: [75][100/553] Time 2.471 Data 0.001 Err 0.1960 top1 4.688 top5 1.562 | Epoch: [75][101/553] Time 2.470 Data 0.001 Err 0.2336 top1 6.250 top5 0.781 | Epoch: [75][102/553] Time 2.455 Data 0.000 Err 0.3195 top1 8.594 top5 3.125 | Epoch: [75][103/553] Time 2.455 Data 0.001 Err 0.3916 top1 9.375 top5 3.125 | Epoch: [75][104/553] Time 2.457 Data 0.001 Err 0.2315 top1 6.250 top5 0.781 | Epoch: [75][105/553] Time 2.486 Data 0.001 Err 0.2319 top1 5.469 top5 1.562 | Epoch: [75][106/553] Time 2.478 Data 0.001 Err 0.3781 top1 10.938 top5 3.906 | Epoch: [75][107/553] Time 2.442 Data 0.001 Err 0.2046 top1 4.688 top5 2.344 | Epoch: [75][108/553] Time 2.473 Data 0.003 Err 0.2511 top1 7.031 top5 1.562 | Epoch: [75][109/553] Time 2.450 Data 0.001 Err 0.4023 top1 10.938 top5 3.906 | Epoch: [75][110/553] Time 2.523 Data 0.001 Err 0.3199 top1 9.375 top5 3.125 | Epoch: [75][111/553] Time 2.453 Data 0.001 Err 0.2212 top1 7.031 top5 1.562 | Epoch: [75][112/553] Time 2.441 Data 0.001 Err 0.2257 top1 6.250 top5 2.344 | Epoch: [75][113/553] Time 2.501 Data 0.001 Err 0.3291 top1 9.375 top5 3.125 | Epoch: [75][114/553] Time 2.474 Data 0.001 Err 0.2727 top1 7.812 top5 3.906 | Epoch: [75][115/553] Time 2.439 Data 0.001 Err 0.3377 top1 10.938 top5 1.562 | Epoch: [75][116/553] Time 2.458 Data 0.001 Err 0.3118 top1 7.812 top5 3.125 | Epoch: [75][117/553] Time 2.448 Data 0.001 Err 0.1990 top1 5.469 top5 0.781 | Epoch: [75][118/553] Time 2.487 Data 0.001 Err 0.1733 top1 4.688 top5 0.781 | Epoch: [75][119/553] Time 2.470 Data 0.001 Err 0.2061 top1 4.688 top5 1.562 | Epoch: [75][120/553] Time 2.448 Data 0.001 Err 0.2406 top1 4.688 top5 1.562 | Epoch: [75][121/553] Time 2.440 Data 0.001 Err 0.1679 top1 6.250 top5 0.781 | Epoch: [75][122/553] Time 2.447 Data 0.001 Err 0.2419 top1 4.688 top5 2.344 | Epoch: [75][123/553] Time 2.466 Data 0.001 Err 0.2513 top1 7.031 top5 2.344 | Epoch: [75][124/553] Time 2.451 Data 0.001 Err 0.1119 top1 1.562 top5 0.781 | Epoch: [75][125/553] Time 2.453 Data 0.001 Err 0.3266 top1 10.156 top5 0.781 | Epoch: [75][126/553] Time 2.449 Data 0.001 Err 0.2323 top1 7.031 top5 1.562 | Epoch: [75][127/553] Time 2.443 Data 0.006 Err 0.2099 top1 4.688 top5 2.344 | Epoch: [75][128/553] Time 2.436 Data 0.001 Err 0.2470 top1 7.031 top5 2.344 | Epoch: [75][129/553] Time 2.471 Data 0.001 Err 0.1978 top1 4.688 top5 1.562 | Epoch: [75][130/553] Time 2.448 Data 0.001 Err 0.2681 top1 6.250 top5 1.562 | Epoch: [75][131/553] Time 2.456 Data 0.001 Err 0.2052 top1 7.031 top5 0.781 | Epoch: [75][132/553] Time 2.495 Data 0.001 Err 0.1901 top1 5.469 top5 0.781 | Epoch: [75][133/553] Time 2.454 Data 0.001 Err 0.2120 top1 5.469 top5 2.344 | Epoch: [75][134/553] Time 2.433 Data 0.001 Err 0.2750 top1 5.469 top5 3.906 | Epoch: [75][135/553] Time 2.467 Data 0.001 Err 0.3632 top1 8.594 top5 3.125 | Epoch: [75][136/553] Time 2.443 Data 0.001 Err 0.1341 top1 3.125 top5 0.781 | Epoch: [75][137/553] Time 2.495 Data 0.001 Err 0.3411 top1 11.719 top5 2.344 | Epoch: [75][138/553] Time 2.453 Data 0.001 Err 0.1875 top1 3.906 top5 2.344 | Epoch: [75][139/553] Time 2.446 Data 0.001 Err 0.2634 top1 6.250 top5 1.562 | Epoch: [75][140/553] Time 2.478 Data 0.001 Err 0.1341 top1 3.906 top5 0.000 | Epoch: [75][141/553] Time 2.481 Data 0.001 Err 0.2310 top1 5.469 top5 3.125 | Epoch: [75][142/553] Time 2.453 Data 0.001 Err 0.2529 top1 8.594 top5 3.125 | Epoch: [75][143/553] Time 2.478 Data 0.001 Err 0.4314 top1 13.281 top5 3.906 | Epoch: [75][144/553] Time 2.444 Data 0.001 Err 0.2345 top1 7.812 top5 0.781 | Epoch: [75][145/553] Time 2.443 Data 0.001 Err 0.2320 top1 7.031 top5 1.562 | Epoch: [75][146/553] Time 2.497 Data 0.001 Err 0.2864 top1 8.594 top5 0.781 | Epoch: [75][147/553] Time 2.448 Data 0.001 Err 0.2946 top1 6.250 top5 3.125 | Epoch: [75][148/553] Time 2.463 Data 0.001 Err 0.2548 top1 5.469 top5 2.344 | Epoch: [75][149/553] Time 2.473 Data 0.001 Err 0.2898 top1 7.812 top5 3.125 | Epoch: [75][150/553] Time 2.447 Data 0.001 Err 0.2590 top1 6.250 top5 1.562 | Epoch: [75][151/553] Time 2.452 Data 0.001 Err 0.3088 top1 7.812 top5 1.562 | Epoch: [75][152/553] Time 2.453 Data 0.001 Err 0.2449 top1 6.250 top5 3.125 | Epoch: [75][153/553] Time 2.444 Data 0.001 Err 0.2998 top1 8.594 top5 1.562 | Epoch: [75][154/553] Time 2.447 Data 0.001 Err 0.2764 top1 6.250 top5 3.125 | Epoch: [75][155/553] Time 2.460 Data 0.001 Err 0.3500 top1 8.594 top5 1.562 | Epoch: [75][156/553] Time 2.458 Data 0.001 Err 0.2225 top1 6.250 top5 1.562 | Epoch: [75][157/553] Time 2.457 Data 0.001 Err 0.1455 top1 3.906 top5 0.000 | Epoch: [75][158/553] Time 2.448 Data 0.001 Err 0.2324 top1 5.469 top5 0.781 | Epoch: [75][159/553] Time 2.460 Data 0.001 Err 0.2712 top1 8.594 top5 1.562 | Epoch: [75][160/553] Time 2.449 Data 0.000 Err 0.1723 top1 6.250 top5 0.000 | Epoch: [75][161/553] Time 2.492 Data 0.001 Err 0.3557 top1 8.594 top5 3.125 | Epoch: [75][162/553] Time 2.442 Data 0.001 Err 0.2345 top1 7.031 top5 1.562 | Epoch: [75][163/553] Time 2.447 Data 0.001 Err 0.2168 top1 5.469 top5 1.562 | Epoch: [75][164/553] Time 2.478 Data 0.001 Err 0.1612 top1 6.250 top5 0.781 | Epoch: [75][165/553] Time 2.524 Data 0.005 Err 0.3029 top1 7.812 top5 1.562 | Epoch: [75][166/553] Time 2.480 Data 0.001 Err 0.2636 top1 7.812 top5 2.344 | Epoch: [75][167/553] Time 2.451 Data 0.001 Err 0.2348 top1 6.250 top5 1.562 | Epoch: [75][168/553] Time 2.445 Data 0.001 Err 0.2249 top1 6.250 top5 2.344 | Epoch: [75][169/553] Time 2.491 Data 0.001 Err 0.2561 top1 5.469 top5 2.344 | Epoch: [75][170/553] Time 2.508 Data 0.001 Err 0.2562 top1 5.469 top5 2.344 | Epoch: [75][171/553] Time 2.441 Data 0.001 Err 0.2945 top1 12.500 top5 1.562 | Epoch: [75][172/553] Time 2.482 Data 0.001 Err 0.3609 top1 8.594 top5 3.125 | Epoch: [75][173/553] Time 2.482 Data 0.001 Err 0.2908 top1 8.594 top5 1.562 | Epoch: [75][174/553] Time 2.458 Data 0.001 Err 0.3552 top1 7.031 top5 3.906 | Epoch: [75][175/553] Time 2.490 Data 0.001 Err 0.1943 top1 5.469 top5 0.781 | Epoch: [75][176/553] Time 2.481 Data 0.001 Err 0.1901 top1 5.469 top5 2.344 | Epoch: [75][177/553] Time 2.451 Data 0.001 Err 0.2634 top1 8.594 top5 2.344 | Epoch: [75][178/553] Time 2.436 Data 0.001 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [75][179/553] Time 2.451 Data 0.001 Err 0.2355 top1 5.469 top5 1.562 | Epoch: [75][180/553] Time 2.453 Data 0.001 Err 0.4361 top1 11.719 top5 2.344 | Epoch: [75][181/553] Time 2.476 Data 0.001 Err 0.2066 top1 5.469 top5 1.562 | Epoch: [75][182/553] Time 2.444 Data 0.001 Err 0.3188 top1 7.031 top5 2.344 | Epoch: [75][183/553] Time 2.453 Data 0.001 Err 0.2980 top1 5.469 top5 3.906 | Epoch: [75][184/553] Time 2.463 Data 0.005 Err 0.1668 top1 4.688 top5 0.000 | Epoch: [75][185/553] Time 2.486 Data 0.001 Err 0.1092 top1 2.344 top5 0.000 | Epoch: [75][186/553] Time 2.455 Data 0.001 Err 0.3107 top1 7.031 top5 3.125 | Epoch: [75][187/553] Time 2.468 Data 0.001 Err 0.2900 top1 7.031 top5 2.344 | Epoch: [75][188/553] Time 2.447 Data 0.001 Err 0.2060 top1 4.688 top5 2.344 | Epoch: [75][189/553] Time 2.475 Data 0.001 Err 0.3386 top1 7.812 top5 2.344 | Epoch: [75][190/553] Time 2.442 Data 0.001 Err 0.2600 top1 7.031 top5 1.562 | Epoch: [75][191/553] Time 2.450 Data 0.001 Err 0.2866 top1 7.812 top5 2.344 | Epoch: [75][192/553] Time 2.446 Data 0.001 Err 0.3103 top1 6.250 top5 3.906 | Epoch: [75][193/553] Time 2.487 Data 0.001 Err 0.3216 top1 6.250 top5 3.125 | Epoch: [75][194/553] Time 2.500 Data 0.001 Err 0.3390 top1 10.156 top5 4.688 | Epoch: [75][195/553] Time 2.459 Data 0.001 Err 0.2382 top1 6.250 top5 3.125 | Epoch: [75][196/553] Time 2.481 Data 0.001 Err 0.2692 top1 7.812 top5 2.344 | Epoch: [75][197/553] Time 2.505 Data 0.001 Err 0.3378 top1 8.594 top5 1.562 | Epoch: [75][198/553] Time 2.451 Data 0.001 Err 0.3133 top1 7.812 top5 2.344 | Epoch: [75][199/553] Time 2.470 Data 0.001 Err 0.3242 top1 7.812 top5 3.125 | Epoch: [75][200/553] Time 2.494 Data 0.001 Err 0.2264 top1 6.250 top5 0.781 | Epoch: [75][201/553] Time 2.473 Data 0.001 Err 0.2212 top1 5.469 top5 1.562 | Epoch: [75][202/553] Time 2.438 Data 0.001 Err 0.2878 top1 7.812 top5 2.344 | Epoch: [75][203/553] Time 2.446 Data 0.001 Err 0.2793 top1 6.250 top5 1.562 | Epoch: [75][204/553] Time 2.436 Data 0.001 Err 0.1530 top1 6.250 top5 0.000 | Epoch: [75][205/553] Time 2.458 Data 0.001 Err 0.3337 top1 7.031 top5 3.906 | Epoch: [75][206/553] Time 2.443 Data 0.001 Err 0.2175 top1 4.688 top5 2.344 | Epoch: [75][207/553] Time 2.440 Data 0.001 Err 0.3319 top1 9.375 top5 3.125 | Epoch: [75][208/553] Time 2.449 Data 0.001 Err 0.2618 top1 7.031 top5 2.344 | Epoch: [75][209/553] Time 2.476 Data 0.001 Err 0.3691 top1 8.594 top5 3.906 | Epoch: [75][210/553] Time 2.435 Data 0.001 Err 0.2214 top1 6.250 top5 1.562 | Epoch: [75][211/553] Time 2.436 Data 0.001 Err 0.2316 top1 8.594 top5 1.562 | Epoch: [75][212/553] Time 2.439 Data 0.001 Err 0.2974 top1 7.031 top5 2.344 | Epoch: [75][213/553] Time 2.449 Data 0.001 Err 0.2587 top1 5.469 top5 1.562 | Epoch: [75][214/553] Time 2.488 Data 0.001 Err 0.2562 top1 6.250 top5 2.344 | Epoch: [75][215/553] Time 2.455 Data 0.001 Err 0.2341 top1 7.031 top5 0.781 | Epoch: [75][216/553] Time 2.457 Data 0.001 Err 0.1653 top1 3.125 top5 0.781 | Epoch: [75][217/553] Time 2.456 Data 0.001 Err 0.2758 top1 10.156 top5 2.344 | Epoch: [75][218/553] Time 2.459 Data 0.001 Err 0.1984 top1 5.469 top5 0.781 | Epoch: [75][219/553] Time 2.438 Data 0.001 Err 0.2608 top1 7.031 top5 2.344 | Epoch: [75][220/553] Time 2.442 Data 0.001 Err 0.3779 top1 12.500 top5 0.781 | Epoch: [75][221/553] Time 2.526 Data 0.001 Err 0.2115 top1 3.906 top5 2.344 | Epoch: [75][222/553] Time 2.452 Data 0.001 Err 0.3086 top1 10.938 top5 0.000 | Epoch: [75][223/553] Time 2.437 Data 0.001 Err 0.2080 top1 4.688 top5 0.781 | Epoch: [75][224/553] Time 2.482 Data 0.001 Err 0.1921 top1 6.250 top5 0.781 | Epoch: [75][225/553] Time 2.488 Data 0.000 Err 0.2256 top1 7.031 top5 0.000 | Epoch: [75][226/553] Time 2.445 Data 0.001 Err 0.2049 top1 3.906 top5 2.344 | Epoch: [75][227/553] Time 2.457 Data 0.001 Err 0.2322 top1 5.469 top5 2.344 | Epoch: [75][228/553] Time 2.501 Data 0.001 Err 0.3672 top1 8.594 top5 3.906 | Epoch: [75][229/553] Time 2.494 Data 0.001 Err 0.3171 top1 7.812 top5 2.344 | Epoch: [75][230/553] Time 2.446 Data 0.001 Err 0.2479 top1 6.250 top5 2.344 | Epoch: [75][231/553] Time 2.436 Data 0.001 Err 0.2155 top1 6.250 top5 1.562 | Epoch: [75][232/553] Time 2.483 Data 0.001 Err 0.1437 top1 5.469 top5 0.000 | Epoch: [75][233/553] Time 2.443 Data 0.001 Err 0.2538 top1 6.250 top5 1.562 | Epoch: [75][234/553] Time 2.444 Data 0.000 Err 0.2887 top1 6.250 top5 3.125 | Epoch: [75][235/553] Time 2.436 Data 0.001 Err 0.2746 top1 9.375 top5 2.344 | Epoch: [75][236/553] Time 2.485 Data 0.001 Err 0.1978 top1 3.906 top5 0.781 | Epoch: [75][237/553] Time 2.511 Data 0.001 Err 0.2207 top1 5.469 top5 2.344 | Epoch: [75][238/553] Time 2.439 Data 0.001 Err 0.1408 top1 3.125 top5 1.562 | Epoch: [75][239/553] Time 2.444 Data 0.001 Err 0.2649 top1 7.031 top5 2.344 | Epoch: [75][240/553] Time 2.468 Data 0.001 Err 0.2658 top1 6.250 top5 3.125 | Epoch: [75][241/553] Time 2.453 Data 0.004 Err 0.1538 top1 4.688 top5 0.000 | Epoch: [75][242/553] Time 2.435 Data 0.001 Err 0.1552 top1 3.906 top5 1.562 | Epoch: [75][243/553] Time 2.445 Data 0.001 Err 0.1892 top1 6.250 top5 2.344 | Epoch: [75][244/553] Time 2.472 Data 0.001 Err 0.1767 top1 4.688 top5 0.781 | Epoch: [75][245/553] Time 2.485 Data 0.001 Err 0.2127 top1 7.031 top5 0.781 | Epoch: [75][246/553] Time 2.445 Data 0.001 Err 0.1900 top1 4.688 top5 0.781 | Epoch: [75][247/553] Time 2.466 Data 0.001 Err 0.2489 top1 7.031 top5 1.562 | Epoch: [75][248/553] Time 2.440 Data 0.001 Err 0.2163 top1 5.469 top5 2.344 | Epoch: [75][249/553] Time 2.457 Data 0.001 Err 0.2949 top1 7.031 top5 3.125 | Epoch: [75][250/553] Time 2.445 Data 0.001 Err 0.1307 top1 3.906 top5 0.000 | Epoch: [75][251/553] Time 2.463 Data 0.001 Err 0.2965 top1 7.031 top5 1.562 | Epoch: [75][252/553] Time 2.483 Data 0.001 Err 0.2527 top1 8.594 top5 0.781 | Epoch: [75][253/553] Time 2.447 Data 0.001 Err 0.2186 top1 3.906 top5 1.562 | Epoch: [75][254/553] Time 2.502 Data 0.001 Err 0.3609 top1 11.719 top5 2.344 | Epoch: [75][255/553] Time 2.460 Data 0.001 Err 0.3196 top1 7.031 top5 2.344 | Epoch: [75][256/553] Time 2.453 Data 0.001 Err 0.1600 top1 3.125 top5 0.781 | Epoch: [75][257/553] Time 2.450 Data 0.001 Err 0.1461 top1 3.906 top5 0.000 | Epoch: [75][258/553] Time 2.448 Data 0.001 Err 0.1915 top1 4.688 top5 1.562 | Epoch: [75][259/553] Time 2.488 Data 0.001 Err 0.2242 top1 7.812 top5 3.125 | Epoch: [75][260/553] Time 2.440 Data 0.004 Err 0.2421 top1 5.469 top5 3.906 | Epoch: [75][261/553] Time 2.439 Data 0.001 Err 0.5271 top1 12.500 top5 7.031 | Epoch: [75][262/553] Time 2.450 Data 0.001 Err 0.2342 top1 7.031 top5 0.781 | Epoch: [75][263/553] Time 2.440 Data 0.001 Err 0.1369 top1 3.125 top5 0.000 | Epoch: [75][264/553] Time 2.453 Data 0.000 Err 0.2210 top1 4.688 top5 1.562 | Epoch: [75][265/553] Time 2.518 Data 0.001 Err 0.1661 top1 3.906 top5 0.781 | Epoch: [75][266/553] Time 2.440 Data 0.001 Err 0.3127 top1 10.938 top5 2.344 | Epoch: [75][267/553] Time 2.433 Data 0.001 Err 0.1347 top1 3.906 top5 0.781 | Epoch: [75][268/553] Time 2.455 Data 0.001 Err 0.1942 top1 4.688 top5 2.344 | Epoch: [75][269/553] Time 2.527 Data 0.001 Err 0.1649 top1 3.125 top5 0.000 | Epoch: [75][270/553] Time 2.493 Data 0.001 Err 0.1687 top1 3.906 top5 0.781 | Epoch: [75][271/553] Time 2.440 Data 0.001 Err 0.1800 top1 4.688 top5 1.562 | Epoch: [75][272/553] Time 2.445 Data 0.001 Err 0.2103 top1 7.031 top5 1.562 | Epoch: [75][273/553] Time 2.480 Data 0.001 Err 0.2655 top1 5.469 top5 1.562 | Epoch: [75][274/553] Time 2.450 Data 0.001 Err 0.1212 top1 2.344 top5 0.781 | Epoch: [75][275/553] Time 2.450 Data 0.001 Err 0.2818 top1 7.031 top5 1.562 | Epoch: [75][276/553] Time 2.446 Data 0.001 Err 0.3961 top1 7.812 top5 4.688 | Epoch: [75][277/553] Time 2.448 Data 0.001 Err 0.2915 top1 7.812 top5 2.344 | Epoch: [75][278/553] Time 2.439 Data 0.001 Err 0.1890 top1 5.469 top5 1.562 | Epoch: [75][279/553] Time 2.442 Data 0.003 Err 0.1364 top1 3.906 top5 0.000 | Epoch: [75][280/553] Time 2.434 Data 0.001 Err 0.2238 top1 7.812 top5 0.781 | Epoch: [75][281/553] Time 2.442 Data 0.001 Err 0.1997 top1 4.688 top5 0.781 | Epoch: [75][282/553] Time 2.445 Data 0.000 Err 0.2157 top1 5.469 top5 1.562 | Epoch: [75][283/553] Time 2.451 Data 0.001 Err 0.1914 top1 4.688 top5 0.781 | Epoch: [75][284/553] Time 2.445 Data 0.001 Err 0.1924 top1 5.469 top5 0.781 | Epoch: [75][285/553] Time 2.468 Data 0.001 Err 0.0896 top1 3.125 top5 0.000 | Epoch: [75][286/553] Time 2.449 Data 0.001 Err 0.1409 top1 3.125 top5 0.000 | Epoch: [75][287/553] Time 2.437 Data 0.001 Err 0.2353 top1 7.812 top5 0.000 | Epoch: [75][288/553] Time 2.437 Data 0.001 Err 0.2165 top1 7.812 top5 1.562 | Epoch: [75][289/553] Time 2.452 Data 0.001 Err 0.1402 top1 4.688 top5 0.000 | Epoch: [75][290/553] Time 2.435 Data 0.001 Err 0.2275 top1 6.250 top5 2.344 | Epoch: [75][291/553] Time 2.500 Data 0.001 Err 0.3113 top1 7.812 top5 2.344 | Epoch: [75][292/553] Time 2.454 Data 0.001 Err 0.1712 top1 3.125 top5 1.562 | Epoch: [75][293/553] Time 2.442 Data 0.001 Err 0.4469 top1 10.156 top5 4.688 | Epoch: [75][294/553] Time 2.440 Data 0.001 Err 0.2388 top1 4.688 top5 3.125 | Epoch: [75][295/553] Time 2.451 Data 0.000 Err 0.2445 top1 6.250 top5 2.344 | Epoch: [75][296/553] Time 2.440 Data 0.001 Err 0.3771 top1 10.938 top5 2.344 | Epoch: [75][297/553] Time 2.473 Data 0.001 Err 0.3060 top1 5.469 top5 3.125 | Epoch: [75][298/553] Time 2.486 Data 0.001 Err 0.1868 top1 5.469 top5 1.562 | Epoch: [75][299/553] Time 2.440 Data 0.001 Err 0.4310 top1 7.812 top5 5.469 | Epoch: [75][300/553] Time 2.474 Data 0.001 Err 0.1797 top1 5.469 top5 0.000 | Epoch: [75][301/553] Time 2.483 Data 0.001 Err 0.2111 top1 4.688 top5 0.781 | Epoch: [75][302/553] Time 2.446 Data 0.001 Err 0.2623 top1 7.812 top5 1.562 | Epoch: [75][303/553] Time 2.447 Data 0.001 Err 0.2513 top1 4.688 top5 0.781 | Epoch: [75][304/553] Time 2.475 Data 0.001 Err 0.2951 top1 7.812 top5 2.344 | Epoch: [75][305/553] Time 2.451 Data 0.001 Err 0.2497 top1 5.469 top5 2.344 | Epoch: [75][306/553] Time 2.449 Data 0.001 Err 0.3358 top1 8.594 top5 2.344 | Epoch: [75][307/553] Time 2.483 Data 0.001 Err 0.1841 top1 3.906 top5 0.781 | Epoch: [75][308/553] Time 2.528 Data 0.001 Err 0.1855 top1 3.906 top5 1.562 | Epoch: [75][309/553] Time 2.456 Data 0.001 Err 0.2929 top1 7.812 top5 2.344 | Epoch: [75][310/553] Time 2.437 Data 0.001 Err 0.2054 top1 3.906 top5 2.344 | Epoch: [75][311/553] Time 2.454 Data 0.001 Err 0.1584 top1 4.688 top5 0.781 | Epoch: [75][312/553] Time 2.472 Data 0.001 Err 0.3249 top1 10.156 top5 0.781 | Epoch: [75][313/553] Time 2.460 Data 0.001 Err 0.3646 top1 9.375 top5 3.125 | Epoch: [75][314/553] Time 2.440 Data 0.001 Err 0.2211 top1 5.469 top5 1.562 | Epoch: [75][315/553] Time 2.456 Data 0.001 Err 0.1959 top1 3.906 top5 0.000 | Epoch: [75][316/553] Time 2.442 Data 0.001 Err 0.2537 top1 9.375 top5 1.562 | Epoch: [75][317/553] Time 2.464 Data 0.002 Err 0.1790 top1 4.688 top5 0.000 | Epoch: [75][318/553] Time 2.446 Data 0.001 Err 0.1862 top1 5.469 top5 0.781 | Epoch: [75][319/553] Time 2.470 Data 0.001 Err 0.2645 top1 6.250 top5 1.562 | Epoch: [75][320/553] Time 2.485 Data 0.001 Err 0.2233 top1 6.250 top5 1.562 | Epoch: [75][321/553] Time 2.451 Data 0.001 Err 0.2249 top1 7.812 top5 0.781 | Epoch: [75][322/553] Time 2.442 Data 0.001 Err 0.1620 top1 4.688 top5 1.562 | Epoch: [75][323/553] Time 2.469 Data 0.001 Err 0.2311 top1 5.469 top5 1.562 | Epoch: [75][324/553] Time 2.471 Data 0.001 Err 0.2882 top1 8.594 top5 1.562 | Epoch: [75][325/553] Time 2.457 Data 0.001 Err 0.4049 top1 10.938 top5 3.125 | Epoch: [75][326/553] Time 2.442 Data 0.001 Err 0.3742 top1 9.375 top5 3.125 | Epoch: [75][327/553] Time 2.493 Data 0.001 Err 0.3094 top1 7.812 top5 3.125 | Epoch: [75][328/553] Time 2.472 Data 0.001 Err 0.2748 top1 7.812 top5 2.344 | Epoch: [75][329/553] Time 2.445 Data 0.001 Err 0.2623 top1 6.250 top5 2.344 | Epoch: [75][330/553] Time 2.469 Data 0.001 Err 0.3031 top1 5.469 top5 3.125 | Epoch: [75][331/553] Time 2.470 Data 0.000 Err 0.2530 top1 7.812 top5 1.562 | Epoch: [75][332/553] Time 2.447 Data 0.001 Err 0.1744 top1 5.469 top5 0.000 | Epoch: [75][333/553] Time 2.441 Data 0.001 Err 0.1893 top1 4.688 top5 0.000 | Epoch: [75][334/553] Time 2.501 Data 0.000 Err 0.1538 top1 4.688 top5 0.000 | Epoch: [75][335/553] Time 2.471 Data 0.002 Err 0.2908 top1 5.469 top5 2.344 | Epoch: [75][336/553] Time 2.450 Data 0.001 Err 0.1987 top1 4.688 top5 2.344 | Epoch: [75][337/553] Time 2.447 Data 0.001 Err 0.2449 top1 5.469 top5 3.125 | Epoch: [75][338/553] Time 2.440 Data 0.001 Err 0.3039 top1 10.156 top5 2.344 | Epoch: [75][339/553] Time 2.464 Data 0.001 Err 0.3745 top1 10.938 top5 3.906 | Epoch: [75][340/553] Time 2.475 Data 0.001 Err 0.1999 top1 3.125 top5 0.781 | Epoch: [75][341/553] Time 2.497 Data 0.001 Err 0.2604 top1 6.250 top5 2.344 | Epoch: [75][342/553] Time 2.441 Data 0.001 Err 0.2833 top1 7.812 top5 2.344 | Epoch: [75][343/553] Time 2.439 Data 0.001 Err 0.3714 top1 10.938 top5 1.562 | Epoch: [75][344/553] Time 2.475 Data 0.001 Err 0.2492 top1 4.688 top5 2.344 | Epoch: [75][345/553] Time 2.438 Data 0.001 Err 0.3420 top1 10.156 top5 3.125 | Epoch: [75][346/553] Time 2.518 Data 0.001 Err 0.2810 top1 7.812 top5 2.344 | Epoch: [75][347/553] Time 2.465 Data 0.001 Err 0.2169 top1 7.031 top5 0.781 | Epoch: [75][348/553] Time 2.448 Data 0.001 Err 0.1462 top1 3.125 top5 1.562 | Epoch: [75][349/553] Time 2.476 Data 0.000 Err 0.2743 top1 6.250 top5 2.344 | Epoch: [75][350/553] Time 2.515 Data 0.000 Err 0.2574 top1 5.469 top5 3.125 | Epoch: [75][351/553] Time 2.451 Data 0.001 Err 0.1896 top1 4.688 top5 2.344 | Epoch: [75][352/553] Time 2.471 Data 0.001 Err 0.1302 top1 3.125 top5 0.781 | Epoch: [75][353/553] Time 2.459 Data 0.001 Err 0.3520 top1 8.594 top5 3.125 | Epoch: [75][354/553] Time 2.480 Data 0.001 Err 0.3171 top1 7.812 top5 1.562 | Epoch: [75][355/553] Time 2.446 Data 0.001 Err 0.1888 top1 5.469 top5 1.562 | Epoch: [75][356/553] Time 2.487 Data 0.001 Err 0.2231 top1 6.250 top5 3.125 | Epoch: [75][357/553] Time 2.438 Data 0.001 Err 0.2683 top1 7.812 top5 2.344 | Epoch: [75][358/553] Time 2.522 Data 0.001 Err 0.3128 top1 9.375 top5 3.906 | Epoch: [75][359/553] Time 2.473 Data 0.001 Err 0.2193 top1 7.812 top5 0.781 | Epoch: [75][360/553] Time 2.447 Data 0.001 Err 0.3674 top1 10.938 top5 3.125 | Epoch: [75][361/553] Time 2.434 Data 0.001 Err 0.3718 top1 10.938 top5 3.125 | Epoch: [75][362/553] Time 2.506 Data 0.001 Err 0.3130 top1 8.594 top5 0.781 | Epoch: [75][363/553] Time 2.477 Data 0.001 Err 0.1694 top1 4.688 top5 1.562 | Epoch: [75][364/553] Time 2.443 Data 0.001 Err 0.2576 top1 7.031 top5 2.344 | Epoch: [75][365/553] Time 2.445 Data 0.001 Err 0.2438 top1 6.250 top5 0.781 | Epoch: [75][366/553] Time 2.505 Data 0.001 Err 0.2457 top1 5.469 top5 2.344 | Epoch: [75][367/553] Time 2.507 Data 0.001 Err 0.1978 top1 6.250 top5 0.781 | Epoch: [75][368/553] Time 2.449 Data 0.001 Err 0.2578 top1 5.469 top5 2.344 | Epoch: [75][369/553] Time 2.458 Data 0.001 Err 0.1850 top1 4.688 top5 0.781 | Epoch: [75][370/553] Time 2.451 Data 0.001 Err 0.2436 top1 7.031 top5 1.562 | Epoch: [75][371/553] Time 2.475 Data 0.001 Err 0.3630 top1 9.375 top5 3.906 | Epoch: [75][372/553] Time 2.476 Data 0.001 Err 0.2674 top1 5.469 top5 2.344 | Epoch: [75][373/553] Time 2.442 Data 0.001 Err 0.1123 top1 2.344 top5 0.781 | Epoch: [75][374/553] Time 2.508 Data 0.005 Err 0.2730 top1 7.812 top5 2.344 | Epoch: [75][375/553] Time 2.470 Data 0.001 Err 0.2614 top1 5.469 top5 3.125 | Epoch: [75][376/553] Time 2.484 Data 0.001 Err 0.2712 top1 5.469 top5 2.344 | Epoch: [75][377/553] Time 2.453 Data 0.001 Err 0.1528 top1 5.469 top5 0.000 | Epoch: [75][378/553] Time 2.453 Data 0.001 Err 0.3610 top1 9.375 top5 3.125 | Epoch: [75][379/553] Time 2.526 Data 0.001 Err 0.3195 top1 6.250 top5 3.906 | Epoch: [75][380/553] Time 2.449 Data 0.001 Err 0.4253 top1 9.375 top5 5.469 | Epoch: [75][381/553] Time 2.438 Data 0.001 Err 0.3481 top1 8.594 top5 3.125 | Epoch: [75][382/553] Time 2.447 Data 0.001 Err 0.2321 top1 6.250 top5 0.781 | Epoch: [75][383/553] Time 2.436 Data 0.001 Err 0.3214 top1 7.812 top5 3.906 | Epoch: [75][384/553] Time 2.436 Data 0.001 Err 0.1250 top1 3.906 top5 1.562 | Epoch: [75][385/553] Time 2.444 Data 0.001 Err 0.1130 top1 2.344 top5 0.000 | Epoch: [75][386/553] Time 2.442 Data 0.000 Err 0.3405 top1 10.156 top5 3.125 | Epoch: [75][387/553] Time 2.451 Data 0.001 Err 0.2445 top1 4.688 top5 2.344 | Epoch: [75][388/553] Time 2.462 Data 0.000 Err 0.2026 top1 3.125 top5 1.562 | Epoch: [75][389/553] Time 2.443 Data 0.001 Err 0.2210 top1 5.469 top5 1.562 | Epoch: [75][390/553] Time 2.448 Data 0.001 Err 0.2039 top1 7.812 top5 0.781 | Epoch: [75][391/553] Time 2.440 Data 0.001 Err 0.2093 top1 6.250 top5 0.000 | Epoch: [75][392/553] Time 2.472 Data 0.001 Err 0.2216 top1 7.031 top5 0.781 | Epoch: [75][393/553] Time 2.443 Data 0.001 Err 0.2252 top1 7.031 top5 0.000 | Epoch: [75][394/553] Time 2.438 Data 0.001 Err 0.1867 top1 5.469 top5 1.562 | Epoch: [75][395/553] Time 2.450 Data 0.001 Err 0.2748 top1 7.812 top5 1.562 | Epoch: [75][396/553] Time 2.475 Data 0.001 Err 0.1968 top1 6.250 top5 0.000 | Epoch: [75][397/553] Time 2.448 Data 0.001 Err 0.2632 top1 7.031 top5 2.344 | Epoch: [75][398/553] Time 2.437 Data 0.001 Err 0.2427 top1 6.250 top5 1.562 | Epoch: [75][399/553] Time 2.449 Data 0.001 Err 0.2406 top1 5.469 top5 0.781 | Epoch: [75][400/553] Time 2.470 Data 0.001 Err 0.2317 top1 4.688 top5 1.562 | Epoch: [75][401/553] Time 2.440 Data 0.001 Err 0.2845 top1 7.812 top5 2.344 | Epoch: [75][402/553] Time 2.443 Data 0.001 Err 0.1747 top1 7.031 top5 0.781 | Epoch: [75][403/553] Time 2.449 Data 0.001 Err 0.1052 top1 1.562 top5 0.000 | Epoch: [75][404/553] Time 2.440 Data 0.001 Err 0.1829 top1 5.469 top5 1.562 | Epoch: [75][405/553] Time 2.452 Data 0.001 Err 0.3294 top1 6.250 top5 3.125 | Epoch: [75][406/553] Time 2.448 Data 0.001 Err 0.2063 top1 5.469 top5 0.000 | Epoch: [75][407/553] Time 2.444 Data 0.001 Err 0.1897 top1 4.688 top5 1.562 | Epoch: [75][408/553] Time 2.450 Data 0.001 Err 0.2459 top1 7.812 top5 2.344 | Epoch: [75][409/553] Time 2.443 Data 0.000 Err 0.1934 top1 5.469 top5 0.781 | Epoch: [75][410/553] Time 2.443 Data 0.001 Err 0.2882 top1 7.812 top5 3.125 | Epoch: [75][411/553] Time 2.444 Data 0.001 Err 0.3164 top1 7.812 top5 3.906 | Epoch: [75][412/553] Time 2.434 Data 0.005 Err 0.3046 top1 8.594 top5 2.344 | Epoch: [75][413/553] Time 2.435 Data 0.000 Err 0.1691 top1 3.906 top5 0.781 | Epoch: [75][414/553] Time 2.444 Data 0.001 Err 0.2588 top1 7.031 top5 2.344 | Epoch: [75][415/553] Time 2.454 Data 0.001 Err 0.2521 top1 5.469 top5 2.344 | Epoch: [75][416/553] Time 2.460 Data 0.001 Err 0.2724 top1 6.250 top5 2.344 | Epoch: [75][417/553] Time 2.485 Data 0.001 Err 0.1708 top1 4.688 top5 0.781 | Epoch: [75][418/553] Time 2.440 Data 0.001 Err 0.1996 top1 5.469 top5 1.562 | Epoch: [75][419/553] Time 2.509 Data 0.001 Err 0.2098 top1 5.469 top5 0.000 | Epoch: [75][420/553] Time 2.448 Data 0.001 Err 0.2465 top1 6.250 top5 1.562 | Epoch: [75][421/553] Time 2.495 Data 0.001 Err 0.2779 top1 7.812 top5 1.562 | Epoch: [75][422/553] Time 2.467 Data 0.002 Err 0.1245 top1 3.125 top5 0.000 | Epoch: [75][423/553] Time 2.433 Data 0.001 Err 0.1838 top1 4.688 top5 0.781 | Epoch: [75][424/553] Time 2.442 Data 0.000 Err 0.1708 top1 3.125 top5 2.344 | Epoch: [75][425/553] Time 2.486 Data 0.001 Err 0.3259 top1 7.812 top5 3.125 | Epoch: [75][426/553] Time 2.453 Data 0.001 Err 0.1681 top1 6.250 top5 0.781 | Epoch: [75][427/553] Time 2.445 Data 0.001 Err 0.2225 top1 5.469 top5 1.562 | Epoch: [75][428/553] Time 2.446 Data 0.001 Err 0.2874 top1 6.250 top5 2.344 | Epoch: [75][429/553] Time 2.477 Data 0.001 Err 0.1790 top1 3.125 top5 1.562 | Epoch: [75][430/553] Time 2.473 Data 0.001 Err 0.3421 top1 8.594 top5 3.125 | Epoch: [75][431/553] Time 2.449 Data 0.005 Err 0.2302 top1 6.250 top5 2.344 | Epoch: [75][432/553] Time 2.449 Data 0.001 Err 0.2917 top1 7.812 top5 1.562 | Epoch: [75][433/553] Time 2.488 Data 0.001 Err 0.1086 top1 3.125 top5 0.000 | Epoch: [75][434/553] Time 2.483 Data 0.001 Err 0.2639 top1 7.031 top5 2.344 | Epoch: [75][435/553] Time 2.443 Data 0.001 Err 0.2064 top1 5.469 top5 1.562 | Epoch: [75][436/553] Time 2.462 Data 0.001 Err 0.1645 top1 3.125 top5 1.562 | Epoch: [75][437/553] Time 2.461 Data 0.001 Err 0.2257 top1 4.688 top5 3.125 | Epoch: [75][438/553] Time 2.484 Data 0.001 Err 0.3306 top1 7.812 top5 3.906 | Epoch: [75][439/553] Time 2.514 Data 0.001 Err 0.2798 top1 5.469 top5 2.344 | Epoch: [75][440/553] Time 2.433 Data 0.001 Err 0.2530 top1 7.812 top5 1.562 | Epoch: [75][441/553] Time 2.469 Data 0.001 Err 0.3436 top1 9.375 top5 4.688 | Epoch: [75][442/553] Time 2.439 Data 0.001 Err 0.2921 top1 7.031 top5 3.125 | Epoch: [75][443/553] Time 2.444 Data 0.001 Err 0.2859 top1 5.469 top5 2.344 | Epoch: [75][444/553] Time 2.484 Data 0.001 Err 0.1950 top1 5.469 top5 0.781 | Epoch: [75][445/553] Time 2.450 Data 0.001 Err 0.3755 top1 9.375 top5 3.906 | Epoch: [75][446/553] Time 2.482 Data 0.001 Err 0.3459 top1 8.594 top5 3.906 | Epoch: [75][447/553] Time 2.433 Data 0.001 Err 0.1595 top1 3.125 top5 0.000 | Epoch: [75][448/553] Time 2.448 Data 0.001 Err 0.2421 top1 10.156 top5 0.781 | Epoch: [75][449/553] Time 2.440 Data 0.001 Err 0.3270 top1 5.469 top5 2.344 | Epoch: [75][450/553] Time 2.449 Data 0.007 Err 0.2598 top1 5.469 top5 2.344 | Epoch: [75][451/553] Time 2.461 Data 0.000 Err 0.3098 top1 7.812 top5 2.344 | Epoch: [75][452/553] Time 2.478 Data 0.001 Err 0.1034 top1 2.344 top5 0.781 | Epoch: [75][453/553] Time 2.461 Data 0.001 Err 0.3150 top1 7.812 top5 1.562 | Epoch: [75][454/553] Time 2.448 Data 0.001 Err 0.1394 top1 3.906 top5 0.781 | Epoch: [75][455/553] Time 2.448 Data 0.001 Err 0.2788 top1 7.812 top5 0.000 | Epoch: [75][456/553] Time 2.443 Data 0.001 Err 0.1038 top1 2.344 top5 0.000 | Epoch: [75][457/553] Time 2.481 Data 0.001 Err 0.2007 top1 4.688 top5 2.344 | Epoch: [75][458/553] Time 2.440 Data 0.001 Err 0.2028 top1 7.031 top5 0.000 | Epoch: [75][459/553] Time 2.437 Data 0.001 Err 0.1012 top1 2.344 top5 0.781 | Epoch: [75][460/553] Time 2.472 Data 0.001 Err 0.1973 top1 3.125 top5 0.781 | Epoch: [75][461/553] Time 2.438 Data 0.001 Err 0.2206 top1 10.156 top5 0.000 | Epoch: [75][462/553] Time 2.444 Data 0.001 Err 0.1816 top1 5.469 top5 1.562 | Epoch: [75][463/553] Time 2.475 Data 0.001 Err 0.2859 top1 6.250 top5 3.125 | Epoch: [75][464/553] Time 2.503 Data 0.000 Err 0.2740 top1 5.469 top5 3.906 | Epoch: [75][465/553] Time 2.497 Data 0.001 Err 0.1937 top1 3.906 top5 1.562 | Epoch: [75][466/553] Time 2.445 Data 0.001 Err 0.2087 top1 5.469 top5 1.562 | Epoch: [75][467/553] Time 2.446 Data 0.001 Err 0.3285 top1 8.594 top5 3.125 | Epoch: [75][468/553] Time 2.439 Data 0.001 Err 0.1602 top1 4.688 top5 0.000 | Epoch: [75][469/553] Time 2.453 Data 0.005 Err 0.2681 top1 7.812 top5 2.344 | Epoch: [75][470/553] Time 2.476 Data 0.001 Err 0.2886 top1 7.031 top5 2.344 | Epoch: [75][471/553] Time 2.482 Data 0.001 Err 0.3108 top1 9.375 top5 1.562 | Epoch: [75][472/553] Time 2.463 Data 0.001 Err 0.4186 top1 10.938 top5 4.688 | Epoch: [75][473/553] Time 2.453 Data 0.001 Err 0.2552 top1 7.031 top5 1.562 | Epoch: [75][474/553] Time 2.445 Data 0.001 Err 0.3069 top1 7.031 top5 3.125 | Epoch: [75][475/553] Time 2.435 Data 0.001 Err 0.3099 top1 8.594 top5 3.906 | Epoch: [75][476/553] Time 2.484 Data 0.001 Err 0.2378 top1 4.688 top5 1.562 | Epoch: [75][477/553] Time 2.441 Data 0.001 Err 0.2632 top1 5.469 top5 0.781 | Epoch: [75][478/553] Time 2.439 Data 0.001 Err 0.1595 top1 4.688 top5 0.781 | Epoch: [75][479/553] Time 2.447 Data 0.001 Err 0.2543 top1 6.250 top5 1.562 | Epoch: [75][480/553] Time 2.454 Data 0.001 Err 0.2435 top1 7.031 top5 0.000 | Epoch: [75][481/553] Time 2.450 Data 0.001 Err 0.1994 top1 5.469 top5 1.562 | Epoch: [75][482/553] Time 2.452 Data 0.001 Err 0.2904 top1 9.375 top5 2.344 | Epoch: [75][483/553] Time 2.491 Data 0.001 Err 0.3603 top1 8.594 top5 3.125 | Epoch: [75][484/553] Time 2.446 Data 0.001 Err 0.3218 top1 7.031 top5 1.562 | Epoch: [75][485/553] Time 2.441 Data 0.001 Err 0.1989 top1 4.688 top5 2.344 | Epoch: [75][486/553] Time 2.451 Data 0.001 Err 0.1097 top1 3.125 top5 0.781 | Epoch: [75][487/553] Time 2.487 Data 0.001 Err 0.1608 top1 4.688 top5 0.781 | Epoch: [75][488/553] Time 2.442 Data 0.001 Err 0.2633 top1 7.031 top5 3.125 | Epoch: [75][489/553] Time 2.441 Data 0.001 Err 0.2188 top1 5.469 top5 2.344 | Epoch: [75][490/553] Time 2.447 Data 0.001 Err 0.3282 top1 8.594 top5 2.344 | Epoch: [75][491/553] Time 2.453 Data 0.001 Err 0.2183 top1 4.688 top5 1.562 | Epoch: [75][492/553] Time 2.446 Data 0.001 Err 0.2243 top1 5.469 top5 2.344 | Epoch: [75][493/553] Time 2.456 Data 0.000 Err 0.2250 top1 6.250 top5 1.562 | Epoch: [75][494/553] Time 2.442 Data 0.001 Err 0.1485 top1 5.469 top5 0.781 | Epoch: [75][495/553] Time 2.437 Data 0.001 Err 0.0740 top1 0.781 top5 0.000 | Epoch: [75][496/553] Time 2.455 Data 0.001 Err 0.1625 top1 3.906 top5 1.562 | Epoch: [75][497/553] Time 2.487 Data 0.001 Err 0.3151 top1 7.812 top5 3.125 | Epoch: [75][498/553] Time 2.528 Data 0.001 Err 0.1389 top1 3.906 top5 0.000 | Epoch: [75][499/553] Time 2.445 Data 0.001 Err 0.3947 top1 8.594 top5 5.469 | Epoch: [75][500/553] Time 2.444 Data 0.001 Err 0.1243 top1 3.125 top5 0.000 | Epoch: [75][501/553] Time 2.505 Data 0.001 Err 0.2455 top1 4.688 top5 2.344 | Epoch: [75][502/553] Time 2.504 Data 0.001 Err 0.3834 top1 8.594 top5 3.125 | Epoch: [75][503/553] Time 2.455 Data 0.001 Err 0.1582 top1 2.344 top5 0.781 | Epoch: [75][504/553] Time 2.446 Data 0.001 Err 0.1890 top1 6.250 top5 0.781 | Epoch: [75][505/553] Time 2.440 Data 0.001 Err 0.1719 top1 5.469 top5 0.781 | Epoch: [75][506/553] Time 2.465 Data 0.001 Err 0.2558 top1 6.250 top5 2.344 | Epoch: [75][507/553] Time 2.447 Data 0.004 Err 0.2373 top1 4.688 top5 2.344 | Epoch: [75][508/553] Time 2.455 Data 0.001 Err 0.2397 top1 4.688 top5 3.125 | Epoch: [75][509/553] Time 2.503 Data 0.001 Err 0.3944 top1 8.594 top5 4.688 | Epoch: [75][510/553] Time 2.516 Data 0.001 Err 0.2328 top1 4.688 top5 1.562 | Epoch: [75][511/553] Time 2.452 Data 0.001 Err 0.1200 top1 3.125 top5 0.781 | Epoch: [75][512/553] Time 2.433 Data 0.001 Err 0.1666 top1 5.469 top5 0.000 | Epoch: [75][513/553] Time 2.440 Data 0.001 Err 0.2256 top1 6.250 top5 2.344 | Epoch: [75][514/553] Time 2.484 Data 0.001 Err 0.2107 top1 5.469 top5 1.562 | Epoch: [75][515/553] Time 2.439 Data 0.001 Err 0.1559 top1 3.125 top5 0.000 | Epoch: [75][516/553] Time 2.441 Data 0.001 Err 0.3213 top1 9.375 top5 3.125 | Epoch: [75][517/553] Time 2.438 Data 0.001 Err 0.4615 top1 11.719 top5 3.125 | Epoch: [75][518/553] Time 2.476 Data 0.001 Err 0.2993 top1 9.375 top5 1.562 | Epoch: [75][519/553] Time 2.447 Data 0.000 Err 0.2070 top1 4.688 top5 1.562 | Epoch: [75][520/553] Time 2.446 Data 0.001 Err 0.1086 top1 3.125 top5 0.000 | Epoch: [75][521/553] Time 2.455 Data 0.001 Err 0.2953 top1 10.156 top5 3.125 | Epoch: [75][522/553] Time 2.525 Data 0.001 Err 0.3043 top1 7.812 top5 1.562 | Epoch: [75][523/553] Time 2.476 Data 0.001 Err 0.2443 top1 5.469 top5 1.562 | Epoch: [75][524/553] Time 2.443 Data 0.001 Err 0.2632 top1 4.688 top5 3.125 | Epoch: [75][525/553] Time 2.447 Data 0.001 Err 0.2016 top1 5.469 top5 2.344 | Epoch: [75][526/553] Time 2.483 Data 0.001 Err 0.3784 top1 10.938 top5 3.125 | Epoch: [75][527/553] Time 2.456 Data 0.000 Err 0.2982 top1 7.031 top5 3.906 | Epoch: [75][528/553] Time 2.446 Data 0.001 Err 0.2582 top1 5.469 top5 1.562 | Epoch: [75][529/553] Time 2.440 Data 0.001 Err 0.1942 top1 5.469 top5 0.000 | Epoch: [75][530/553] Time 2.506 Data 0.001 Err 0.2001 top1 5.469 top5 2.344 | Epoch: [75][531/553] Time 2.442 Data 0.001 Err 0.4193 top1 8.594 top5 3.906 | Epoch: [75][532/553] Time 2.442 Data 0.001 Err 0.2250 top1 6.250 top5 1.562 | Epoch: [75][533/553] Time 2.447 Data 0.001 Err 0.1799 top1 5.469 top5 0.781 | Epoch: [75][534/553] Time 2.496 Data 0.001 Err 0.3366 top1 7.812 top5 2.344 | Epoch: [75][535/553] Time 2.511 Data 0.001 Err 0.1828 top1 3.906 top5 0.000 | Epoch: [75][536/553] Time 2.459 Data 0.001 Err 0.2913 top1 5.469 top5 2.344 | Epoch: [75][537/553] Time 2.459 Data 0.001 Err 0.3951 top1 9.375 top5 4.688 | Epoch: [75][538/553] Time 2.489 Data 0.001 Err 0.3028 top1 8.594 top5 1.562 | Epoch: [75][539/553] Time 2.440 Data 0.000 Err 0.4571 top1 10.156 top5 4.688 | Epoch: [75][540/553] Time 2.487 Data 0.001 Err 0.1998 top1 6.250 top5 2.344 | Epoch: [75][541/553] Time 2.474 Data 0.001 Err 0.1820 top1 5.469 top5 1.562 | Epoch: [75][542/553] Time 2.475 Data 0.001 Err 0.2238 top1 5.469 top5 2.344 | Epoch: [75][543/553] Time 2.468 Data 0.000 Err 0.3141 top1 8.594 top5 3.906 | Epoch: [75][544/553] Time 2.449 Data 0.000 Err 0.2399 top1 5.469 top5 2.344 | Epoch: [75][545/553] Time 2.484 Data 0.000 Err 0.2065 top1 6.250 top5 1.562 | Epoch: [75][546/553] Time 2.477 Data 0.000 Err 0.2446 top1 4.688 top5 1.562 | Epoch: [75][547/553] Time 2.449 Data 0.000 Err 0.2167 top1 6.250 top5 0.781 | Epoch: [75][548/553] Time 2.447 Data 0.000 Err 0.3134 top1 10.156 top5 3.125 | Epoch: [75][549/553] Time 2.449 Data 0.000 Err 0.2821 top1 8.594 top5 1.562 | Epoch: [75][550/553] Time 2.445 Data 0.000 Err 0.1965 top1 4.688 top5 0.781 | Epoch: [75][551/553] Time 2.493 Data 0.000 Err 0.2344 top1 5.469 top5 1.562 | Epoch: [75][552/553] Time 2.429 Data 0.000 Err 0.1501 top1 5.469 top5 0.000 | Epoch: [75][553/553] Time 1.035 Data 0.001 Err 0.1490 top1 2.273 top5 2.273 | Test: [75][1/198] Time 2.530 Data 1.782 top1 14.062 ( 14.062) top5 2.344 ( 2.344) | Test: [75][2/198] Time 0.733 Data 0.001 top1 15.625 ( 14.844) top5 3.906 ( 3.125) | Test: [75][3/198] Time 0.715 Data 0.000 top1 14.062 ( 14.583) top5 3.125 ( 3.125) | Test: [75][4/198] Time 0.728 Data 0.001 top1 10.938 ( 13.672) top5 0.781 ( 2.539) | Test: [75][5/198] Time 0.715 Data 0.001 top1 12.500 ( 13.438) top5 3.125 ( 2.656) | Test: [75][6/198] Time 0.723 Data 0.001 top1 15.625 ( 13.802) top5 3.125 ( 2.734) | Test: [75][7/198] Time 0.718 Data 0.000 top1 14.844 ( 13.951) top5 3.125 ( 2.790) | Test: [75][8/198] Time 0.717 Data 0.002 top1 11.719 ( 13.672) top5 1.562 ( 2.637) | Test: [75][9/198] Time 0.718 Data 0.001 top1 12.500 ( 13.542) top5 2.344 ( 2.604) | Test: [75][10/198] Time 0.724 Data 0.001 top1 10.938 ( 13.281) top5 2.344 ( 2.578) | Test: [75][11/198] Time 0.732 Data 0.001 top1 14.062 ( 13.352) top5 4.688 ( 2.770) | Test: [75][12/198] Time 0.733 Data 0.001 top1 10.938 ( 13.151) top5 0.781 ( 2.604) | Test: [75][13/198] Time 0.733 Data 0.001 top1 9.375 ( 12.861) top5 1.562 ( 2.524) | Test: [75][14/198] Time 0.732 Data 0.001 top1 16.406 ( 13.114) top5 3.125 ( 2.567) | Test: [75][15/198] Time 0.730 Data 0.001 top1 10.938 ( 12.969) top5 3.125 ( 2.604) | Test: [75][16/198] Time 0.718 Data 0.001 top1 10.938 ( 12.842) top5 2.344 ( 2.588) | Test: [75][17/198] Time 0.721 Data 0.001 top1 12.500 ( 12.822) top5 2.344 ( 2.574) | Test: [75][18/198] Time 0.721 Data 0.001 top1 16.406 ( 13.021) top5 4.688 ( 2.691) | Test: [75][19/198] Time 0.727 Data 0.001 top1 12.500 ( 12.993) top5 3.125 ( 2.714) | Test: [75][20/198] Time 0.762 Data 0.001 top1 13.281 ( 13.008) top5 2.344 ( 2.695) | Test: [75][21/198] Time 0.747 Data 0.001 top1 13.281 ( 13.021) top5 3.906 ( 2.753) | Test: [75][22/198] Time 0.730 Data 0.001 top1 12.500 ( 12.997) top5 2.344 ( 2.734) | Test: [75][23/198] Time 0.738 Data 0.001 top1 10.938 ( 12.908) top5 2.344 ( 2.717) | Test: [75][24/198] Time 0.717 Data 0.001 top1 9.375 ( 12.760) top5 0.781 ( 2.637) | Test: [75][25/198] Time 0.727 Data 0.001 top1 11.719 ( 12.719) top5 1.562 ( 2.594) | Test: [75][26/198] Time 0.731 Data 0.001 top1 7.812 ( 12.530) top5 0.781 ( 2.524) | Test: [75][27/198] Time 0.741 Data 0.000 top1 13.281 ( 12.558) top5 0.781 ( 2.459) | Test: [75][28/198] Time 0.730 Data 0.001 top1 10.938 ( 12.500) top5 0.781 ( 2.400) | Test: [75][29/198] Time 0.719 Data 0.001 top1 12.500 ( 12.500) top5 0.781 ( 2.344) | Test: [75][30/198] Time 0.722 Data 0.001 top1 3.125 ( 12.188) top5 0.000 ( 2.266) | Test: [75][31/198] Time 0.769 Data 0.001 top1 16.406 ( 12.324) top5 3.906 ( 2.319) | Test: [75][32/198] Time 0.766 Data 0.001 top1 12.500 ( 12.329) top5 1.562 ( 2.295) | Test: [75][33/198] Time 0.728 Data 0.001 top1 17.188 ( 12.476) top5 4.688 ( 2.367) | Test: [75][34/198] Time 0.739 Data 0.001 top1 8.594 ( 12.362) top5 3.906 ( 2.413) | Test: [75][35/198] Time 0.727 Data 0.001 top1 13.281 ( 12.388) top5 2.344 ( 2.411) | Test: [75][36/198] Time 0.732 Data 0.001 top1 14.844 ( 12.457) top5 2.344 ( 2.409) | Test: [75][37/198] Time 0.723 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 2.428) | Test: [75][38/198] Time 0.725 Data 0.001 top1 15.625 ( 12.582) top5 1.562 ( 2.405) | Test: [75][39/198] Time 0.724 Data 0.001 top1 11.719 ( 12.560) top5 1.562 ( 2.384) | Test: [75][40/198] Time 0.716 Data 0.001 top1 12.500 ( 12.559) top5 5.469 ( 2.461) | Test: [75][41/198] Time 0.732 Data 0.001 top1 13.281 ( 12.576) top5 2.344 ( 2.458) | Test: [75][42/198] Time 0.787 Data 0.001 top1 11.719 ( 12.556) top5 0.781 ( 2.418) | Test: [75][43/198] Time 0.756 Data 0.001 top1 14.062 ( 12.591) top5 2.344 ( 2.416) | Test: [75][44/198] Time 0.741 Data 0.001 top1 10.156 ( 12.536) top5 1.562 ( 2.397) | Test: [75][45/198] Time 0.738 Data 0.001 top1 13.281 ( 12.552) top5 1.562 ( 2.378) | Test: [75][46/198] Time 0.822 Data 0.001 top1 21.875 ( 12.755) top5 3.906 ( 2.412) | Test: [75][47/198] Time 0.733 Data 0.001 top1 10.938 ( 12.716) top5 3.125 ( 2.427) | Test: [75][48/198] Time 0.724 Data 0.001 top1 14.062 ( 12.744) top5 3.125 ( 2.441) | Test: [75][49/198] Time 0.729 Data 0.002 top1 13.281 ( 12.755) top5 2.344 ( 2.439) | Test: [75][50/198] Time 0.718 Data 0.001 top1 7.031 ( 12.641) top5 0.781 ( 2.406) | Test: [75][51/198] Time 0.733 Data 0.001 top1 8.594 ( 12.561) top5 0.781 ( 2.374) | Test: [75][52/198] Time 0.731 Data 0.001 top1 19.531 ( 12.695) top5 3.906 ( 2.404) | Test: [75][53/198] Time 0.725 Data 0.001 top1 14.844 ( 12.736) top5 4.688 ( 2.447) | Test: [75][54/198] Time 0.728 Data 0.001 top1 17.188 ( 12.818) top5 1.562 ( 2.431) | Test: [75][55/198] Time 0.729 Data 0.001 top1 11.719 ( 12.798) top5 3.125 ( 2.443) | Test: [75][56/198] Time 0.721 Data 0.001 top1 7.812 ( 12.709) top5 1.562 ( 2.427) | Test: [75][57/198] Time 0.720 Data 0.001 top1 18.750 ( 12.815) top5 3.906 ( 2.453) | Test: [75][58/198] Time 0.720 Data 0.001 top1 9.375 ( 12.756) top5 1.562 ( 2.438) | Test: [75][59/198] Time 0.718 Data 0.001 top1 12.500 ( 12.752) top5 1.562 ( 2.423) | Test: [75][60/198] Time 0.722 Data 0.001 top1 17.969 ( 12.839) top5 3.906 ( 2.448) | Test: [75][61/198] Time 0.732 Data 0.002 top1 8.594 ( 12.769) top5 1.562 ( 2.433) | Test: [75][62/198] Time 0.728 Data 0.001 top1 6.250 ( 12.664) top5 1.562 ( 2.419) | Test: [75][63/198] Time 0.730 Data 0.001 top1 11.719 ( 12.649) top5 3.906 ( 2.443) | Test: [75][64/198] Time 0.720 Data 0.001 top1 11.719 ( 12.634) top5 0.781 ( 2.417) | Test: [75][65/198] Time 0.721 Data 0.001 top1 10.156 ( 12.596) top5 3.125 ( 2.428) | Test: [75][66/198] Time 0.719 Data 0.001 top1 9.375 ( 12.547) top5 0.000 ( 2.391) | Test: [75][67/198] Time 0.714 Data 0.001 top1 10.156 ( 12.512) top5 2.344 ( 2.390) | Test: [75][68/198] Time 0.721 Data 0.001 top1 7.031 ( 12.431) top5 0.781 ( 2.367) | Test: [75][69/198] Time 0.718 Data 0.001 top1 9.375 ( 12.387) top5 3.906 ( 2.389) | Test: [75][70/198] Time 0.721 Data 0.001 top1 10.156 ( 12.355) top5 2.344 ( 2.388) | Test: [75][71/198] Time 0.728 Data 0.001 top1 12.500 ( 12.357) top5 1.562 ( 2.377) | Test: [75][72/198] Time 0.836 Data 0.001 top1 7.031 ( 12.283) top5 0.781 ( 2.355) | Test: [75][73/198] Time 0.731 Data 0.001 top1 14.844 ( 12.318) top5 2.344 ( 2.354) | Test: [75][74/198] Time 0.742 Data 0.001 top1 11.719 ( 12.310) top5 3.125 ( 2.365) | Test: [75][75/198] Time 0.734 Data 0.001 top1 13.281 ( 12.323) top5 3.125 ( 2.375) | Test: [75][76/198] Time 0.729 Data 0.001 top1 14.062 ( 12.346) top5 2.344 ( 2.375) | Test: [75][77/198] Time 0.725 Data 0.001 top1 14.844 ( 12.378) top5 2.344 ( 2.374) | Test: [75][78/198] Time 0.741 Data 0.001 top1 8.594 ( 12.330) top5 0.781 ( 2.354) | Test: [75][79/198] Time 0.777 Data 0.001 top1 7.031 ( 12.263) top5 3.125 ( 2.364) | Test: [75][80/198] Time 0.717 Data 0.001 top1 14.062 ( 12.285) top5 3.125 ( 2.373) | Test: [75][81/198] Time 0.717 Data 0.001 top1 10.938 ( 12.269) top5 3.125 ( 2.382) | Test: [75][82/198] Time 0.717 Data 0.001 top1 9.375 ( 12.233) top5 3.125 ( 2.391) | Test: [75][83/198] Time 0.724 Data 0.000 top1 9.375 ( 12.199) top5 0.781 ( 2.372) | Test: [75][84/198] Time 0.718 Data 0.001 top1 15.625 ( 12.240) top5 2.344 ( 2.372) | Test: [75][85/198] Time 0.711 Data 0.001 top1 13.281 ( 12.252) top5 2.344 ( 2.371) | Test: [75][86/198] Time 0.725 Data 0.001 top1 9.375 ( 12.218) top5 2.344 ( 2.371) | Test: [75][87/198] Time 0.724 Data 0.001 top1 13.281 ( 12.231) top5 3.125 ( 2.380) | Test: [75][88/198] Time 0.726 Data 0.001 top1 12.500 ( 12.234) top5 1.562 ( 2.370) | Test: [75][89/198] Time 0.719 Data 0.001 top1 10.156 ( 12.210) top5 1.562 ( 2.361) | Test: [75][90/198] Time 0.729 Data 0.001 top1 16.406 ( 12.257) top5 3.906 ( 2.378) | Test: [75][91/198] Time 0.731 Data 0.001 top1 14.062 ( 12.277) top5 4.688 ( 2.404) | Test: [75][92/198] Time 0.717 Data 0.001 top1 14.844 ( 12.305) top5 4.688 ( 2.429) | Test: [75][93/198] Time 0.723 Data 0.001 top1 6.250 ( 12.240) top5 0.781 ( 2.411) | Test: [75][94/198] Time 0.725 Data 0.001 top1 12.500 ( 12.242) top5 3.125 ( 2.419) | Test: [75][95/198] Time 0.742 Data 0.001 top1 10.156 ( 12.220) top5 0.781 ( 2.401) | Test: [75][96/198] Time 0.731 Data 0.001 top1 16.406 ( 12.264) top5 3.125 ( 2.409) | Test: [75][97/198] Time 0.725 Data 0.001 top1 10.938 ( 12.250) top5 2.344 ( 2.408) | Test: [75][98/198] Time 0.723 Data 0.001 top1 14.062 ( 12.269) top5 4.688 ( 2.431) | Test: [75][99/198] Time 0.715 Data 0.001 top1 19.531 ( 12.342) top5 2.344 ( 2.431) | Test: [75][100/198] Time 0.808 Data 0.001 top1 10.938 ( 12.328) top5 2.344 ( 2.430) | Test: [75][101/198] Time 0.733 Data 0.001 top1 8.594 ( 12.291) top5 0.781 ( 2.413) | Test: [75][102/198] Time 0.730 Data 0.001 top1 11.719 ( 12.286) top5 3.125 ( 2.420) | Test: [75][103/198] Time 0.734 Data 0.001 top1 9.375 ( 12.257) top5 0.781 ( 2.404) | Test: [75][104/198] Time 0.809 Data 0.001 top1 12.500 ( 12.260) top5 1.562 ( 2.396) | Test: [75][105/198] Time 0.808 Data 0.001 top1 10.938 ( 12.247) top5 1.562 ( 2.388) | Test: [75][106/198] Time 0.782 Data 0.001 top1 12.500 ( 12.249) top5 1.562 ( 2.381) | Test: [75][107/198] Time 0.728 Data 0.001 top1 7.031 ( 12.201) top5 0.781 ( 2.366) | Test: [75][108/198] Time 0.734 Data 0.001 top1 10.938 ( 12.189) top5 0.781 ( 2.351) | Test: [75][109/198] Time 0.727 Data 0.005 top1 10.938 ( 12.177) top5 3.906 ( 2.365) | Test: [75][110/198] Time 0.735 Data 0.001 top1 11.719 ( 12.173) top5 1.562 ( 2.358) | Test: [75][111/198] Time 0.720 Data 0.001 top1 11.719 ( 12.169) top5 2.344 ( 2.358) | Test: [75][112/198] Time 0.721 Data 0.001 top1 10.156 ( 12.151) top5 1.562 ( 2.351) | Test: [75][113/198] Time 0.716 Data 0.001 top1 14.062 ( 12.168) top5 5.469 ( 2.378) | Test: [75][114/198] Time 0.717 Data 0.001 top1 10.938 ( 12.157) top5 3.125 ( 2.385) | Test: [75][115/198] Time 0.723 Data 0.000 top1 10.938 ( 12.147) top5 3.125 ( 2.391) | Test: [75][116/198] Time 0.714 Data 0.001 top1 15.625 ( 12.177) top5 4.688 ( 2.411) | Test: [75][117/198] Time 0.724 Data 0.001 top1 9.375 ( 12.153) top5 2.344 ( 2.411) | Test: [75][118/198] Time 0.722 Data 0.001 top1 9.375 ( 12.129) top5 1.562 ( 2.403) | Test: [75][119/198] Time 0.722 Data 0.001 top1 13.281 ( 12.139) top5 1.562 ( 2.396) | Test: [75][120/198] Time 0.719 Data 0.001 top1 11.719 ( 12.135) top5 3.125 ( 2.402) | Test: [75][121/198] Time 0.723 Data 0.001 top1 11.719 ( 12.132) top5 1.562 ( 2.395) | Test: [75][122/198] Time 0.729 Data 0.001 top1 8.594 ( 12.103) top5 0.000 ( 2.376) | Test: [75][123/198] Time 0.775 Data 0.001 top1 13.281 ( 12.113) top5 0.781 ( 2.363) | Test: [75][124/198] Time 0.736 Data 0.001 top1 10.938 ( 12.103) top5 3.125 ( 2.369) | Test: [75][125/198] Time 0.726 Data 0.001 top1 7.031 ( 12.062) top5 0.781 ( 2.356) | Test: [75][126/198] Time 0.743 Data 0.001 top1 9.375 ( 12.041) top5 1.562 ( 2.350) | Test: [75][127/198] Time 0.724 Data 0.001 top1 13.281 ( 12.051) top5 4.688 ( 2.368) | Test: [75][128/198] Time 0.733 Data 0.001 top1 15.625 ( 12.079) top5 2.344 ( 2.368) | Test: [75][129/198] Time 0.725 Data 0.001 top1 13.281 ( 12.088) top5 1.562 ( 2.362) | Test: [75][130/198] Time 0.716 Data 0.001 top1 13.281 ( 12.097) top5 2.344 ( 2.362) | Test: [75][131/198] Time 0.773 Data 0.001 top1 14.062 ( 12.112) top5 4.688 ( 2.380) | Test: [75][132/198] Time 0.727 Data 0.001 top1 13.281 ( 12.121) top5 1.562 ( 2.373) | Test: [75][133/198] Time 0.737 Data 0.001 top1 13.281 ( 12.130) top5 1.562 ( 2.367) | Test: [75][134/198] Time 0.826 Data 0.001 top1 14.062 ( 12.144) top5 3.906 ( 2.379) | Test: [75][135/198] Time 0.832 Data 0.001 top1 14.844 ( 12.164) top5 3.125 ( 2.384) | Test: [75][136/198] Time 0.855 Data 0.001 top1 14.844 ( 12.184) top5 5.469 ( 2.407) | Test: [75][137/198] Time 0.722 Data 0.001 top1 11.719 ( 12.181) top5 1.562 ( 2.401) | Test: [75][138/198] Time 0.731 Data 0.002 top1 17.969 ( 12.223) top5 2.344 ( 2.400) | Test: [75][139/198] Time 0.719 Data 0.001 top1 12.500 ( 12.225) top5 3.906 ( 2.411) | Test: [75][140/198] Time 0.718 Data 0.001 top1 8.594 ( 12.199) top5 3.125 ( 2.416) | Test: [75][141/198] Time 0.715 Data 0.001 top1 7.812 ( 12.168) top5 1.562 ( 2.410) | Test: [75][142/198] Time 0.716 Data 0.001 top1 12.500 ( 12.170) top5 2.344 ( 2.410) | Test: [75][143/198] Time 0.720 Data 0.001 top1 13.281 ( 12.178) top5 2.344 ( 2.409) | Test: [75][144/198] Time 0.718 Data 0.001 top1 17.188 ( 12.212) top5 6.250 ( 2.436) | Test: [75][145/198] Time 0.729 Data 0.000 top1 11.719 ( 12.209) top5 2.344 ( 2.435) | Test: [75][146/198] Time 0.720 Data 0.001 top1 9.375 ( 12.190) top5 2.344 ( 2.435) | Test: [75][147/198] Time 0.722 Data 0.001 top1 17.188 ( 12.224) top5 3.125 ( 2.439) | Test: [75][148/198] Time 0.729 Data 0.001 top1 10.938 ( 12.215) top5 4.688 ( 2.455) | Test: [75][149/198] Time 0.728 Data 0.001 top1 12.500 ( 12.217) top5 0.781 ( 2.443) | Test: [75][150/198] Time 0.738 Data 0.003 top1 8.594 ( 12.193) top5 1.562 ( 2.438) | Test: [75][151/198] Time 0.748 Data 0.000 top1 15.625 ( 12.215) top5 2.344 ( 2.437) | Test: [75][152/198] Time 0.748 Data 0.001 top1 11.719 ( 12.212) top5 3.125 ( 2.441) | Test: [75][153/198] Time 0.739 Data 0.000 top1 15.625 ( 12.234) top5 2.344 ( 2.441) | Test: [75][154/198] Time 0.725 Data 0.001 top1 14.844 ( 12.251) top5 1.562 ( 2.435) | Test: [75][155/198] Time 0.720 Data 0.001 top1 7.812 ( 12.223) top5 2.344 ( 2.434) | Test: [75][156/198] Time 0.717 Data 0.001 top1 11.719 ( 12.220) top5 1.562 ( 2.429) | Test: [75][157/198] Time 0.725 Data 0.001 top1 14.844 ( 12.236) top5 1.562 ( 2.423) | Test: [75][158/198] Time 0.837 Data 0.001 top1 11.719 ( 12.233) top5 2.344 ( 2.423) | Test: [75][159/198] Time 0.734 Data 0.001 top1 17.969 ( 12.269) top5 2.344 ( 2.422) | Test: [75][160/198] Time 0.737 Data 0.001 top1 10.156 ( 12.256) top5 4.688 ( 2.437) | Test: [75][161/198] Time 0.735 Data 0.001 top1 14.844 ( 12.272) top5 1.562 ( 2.431) | Test: [75][162/198] Time 0.797 Data 0.002 top1 11.719 ( 12.269) top5 3.125 ( 2.435) | Test: [75][163/198] Time 0.786 Data 0.001 top1 15.625 ( 12.289) top5 3.906 ( 2.444) | Test: [75][164/198] Time 0.723 Data 0.001 top1 10.938 ( 12.281) top5 1.562 ( 2.439) | Test: [75][165/198] Time 0.743 Data 0.001 top1 17.969 ( 12.315) top5 6.250 ( 2.462) | Test: [75][166/198] Time 0.726 Data 0.001 top1 13.281 ( 12.321) top5 0.781 ( 2.452) | Test: [75][167/198] Time 0.733 Data 0.001 top1 12.500 ( 12.322) top5 0.000 ( 2.437) | Test: [75][168/198] Time 0.718 Data 0.001 top1 9.375 ( 12.305) top5 3.906 ( 2.446) | Test: [75][169/198] Time 0.726 Data 0.001 top1 12.500 ( 12.306) top5 2.344 ( 2.445) | Test: [75][170/198] Time 0.722 Data 0.001 top1 11.719 ( 12.302) top5 3.906 ( 2.454) | Test: [75][171/198] Time 0.718 Data 0.001 top1 9.375 ( 12.285) top5 3.125 ( 2.458) | Test: [75][172/198] Time 0.718 Data 0.001 top1 12.500 ( 12.287) top5 1.562 ( 2.453) | Test: [75][173/198] Time 0.716 Data 0.001 top1 13.281 ( 12.292) top5 2.344 ( 2.452) | Test: [75][174/198] Time 0.722 Data 0.001 top1 15.625 ( 12.311) top5 3.125 ( 2.456) | Test: [75][175/198] Time 0.717 Data 0.001 top1 15.625 ( 12.330) top5 2.344 ( 2.455) | Test: [75][176/198] Time 0.714 Data 0.001 top1 10.156 ( 12.318) top5 0.781 ( 2.446) | Test: [75][177/198] Time 0.720 Data 0.001 top1 10.938 ( 12.310) top5 3.125 ( 2.450) | Test: [75][178/198] Time 0.724 Data 0.001 top1 10.938 ( 12.302) top5 2.344 ( 2.449) | Test: [75][179/198] Time 0.729 Data 0.001 top1 13.281 ( 12.308) top5 3.125 ( 2.453) | Test: [75][180/198] Time 0.749 Data 0.001 top1 12.500 ( 12.309) top5 3.125 ( 2.457) | Test: [75][181/198] Time 0.751 Data 0.001 top1 17.188 ( 12.336) top5 0.781 ( 2.447) | Test: [75][182/198] Time 0.758 Data 0.000 top1 14.844 ( 12.350) top5 2.344 ( 2.447) | Test: [75][183/198] Time 0.722 Data 0.001 top1 10.156 ( 12.338) top5 4.688 ( 2.459) | Test: [75][184/198] Time 0.719 Data 0.001 top1 9.375 ( 12.322) top5 3.906 ( 2.467) | Test: [75][185/198] Time 0.718 Data 0.001 top1 12.500 ( 12.323) top5 1.562 ( 2.462) | Test: [75][186/198] Time 0.723 Data 0.001 top1 14.844 ( 12.336) top5 4.688 ( 2.474) | Test: [75][187/198] Time 0.722 Data 0.002 top1 10.156 ( 12.325) top5 1.562 ( 2.469) | Test: [75][188/198] Time 0.744 Data 0.000 top1 12.500 ( 12.325) top5 3.906 ( 2.477) | Test: [75][189/198] Time 0.816 Data 0.000 top1 11.719 ( 12.322) top5 2.344 ( 2.476) | Test: [75][190/198] Time 0.729 Data 0.000 top1 7.812 ( 12.299) top5 0.781 ( 2.467) | Test: [75][191/198] Time 0.797 Data 0.001 top1 9.375 ( 12.283) top5 0.781 ( 2.458) | Test: [75][192/198] Time 0.726 Data 0.000 top1 14.844 ( 12.297) top5 6.250 ( 2.478) | Test: [75][193/198] Time 0.773 Data 0.002 top1 17.969 ( 12.326) top5 3.125 ( 2.481) | Test: [75][194/198] Time 0.734 Data 0.000 top1 14.062 ( 12.335) top5 3.906 ( 2.489) | Test: [75][195/198] Time 0.728 Data 0.004 top1 16.406 ( 12.356) top5 3.906 ( 2.496) | Test: [75][196/198] Time 0.740 Data 0.000 top1 8.594 ( 12.337) top5 0.781 ( 2.487) | Test: [75][197/198] Time 0.257 Data 0.000 top1 8.824 ( 12.319) top5 2.941 ( 2.490) | Test: [75][198/198] Time 0.709 Data 0.000 top1 8.594 ( 12.300) top5 2.344 ( 2.489) * Finished epoch # 75 top1: 12.300 top5: 2.489 Epoch 76 => Training epoch # 76 | Epoch: [76][1/553] Time 5.506 Data 2.888 Err 0.2007 top1 5.469 top5 2.344 | Epoch: [76][2/553] Time 2.434 Data 0.001 Err 0.2368 top1 5.469 top5 2.344 | Epoch: [76][3/553] Time 2.458 Data 0.001 Err 0.3138 top1 8.594 top5 2.344 | Epoch: [76][4/553] Time 2.436 Data 0.001 Err 0.2188 top1 6.250 top5 0.781 | Epoch: [76][5/553] Time 2.438 Data 0.001 Err 0.1612 top1 3.125 top5 1.562 | Epoch: [76][6/553] Time 2.458 Data 0.001 Err 0.3690 top1 8.594 top5 4.688 | Epoch: [76][7/553] Time 2.462 Data 0.001 Err 0.3046 top1 10.156 top5 0.781 | Epoch: [76][8/553] Time 2.444 Data 0.001 Err 0.1894 top1 3.906 top5 1.562 | Epoch: [76][9/553] Time 2.459 Data 0.001 Err 0.1590 top1 4.688 top5 0.781 | Epoch: [76][10/553] Time 2.483 Data 0.001 Err 0.2939 top1 7.812 top5 2.344 | Epoch: [76][11/553] Time 2.466 Data 0.001 Err 0.1477 top1 3.125 top5 1.562 | Epoch: [76][12/553] Time 2.444 Data 0.001 Err 0.1656 top1 3.906 top5 0.000 | Epoch: [76][13/553] Time 2.446 Data 0.001 Err 0.2101 top1 5.469 top5 1.562 | Epoch: [76][14/553] Time 2.482 Data 0.001 Err 0.2454 top1 6.250 top5 3.125 | Epoch: [76][15/553] Time 2.478 Data 0.001 Err 0.1017 top1 2.344 top5 0.000 | Epoch: [76][16/553] Time 2.442 Data 0.001 Err 0.0994 top1 2.344 top5 0.000 | Epoch: [76][17/553] Time 2.446 Data 0.001 Err 0.2810 top1 7.812 top5 1.562 | Epoch: [76][18/553] Time 2.504 Data 0.001 Err 0.3554 top1 10.156 top5 4.688 | Epoch: [76][19/553] Time 2.434 Data 0.001 Err 0.3705 top1 10.156 top5 4.688 | Epoch: [76][20/553] Time 2.446 Data 0.001 Err 0.1293 top1 1.562 top5 0.781 | Epoch: [76][21/553] Time 2.432 Data 0.001 Err 0.3618 top1 8.594 top5 2.344 | Epoch: [76][22/553] Time 2.440 Data 0.000 Err 0.2731 top1 10.156 top5 1.562 | Epoch: [76][23/553] Time 2.478 Data 0.001 Err 0.2258 top1 7.812 top5 2.344 | Epoch: [76][24/553] Time 2.438 Data 0.001 Err 0.2854 top1 7.031 top5 2.344 | Epoch: [76][25/553] Time 2.444 Data 0.001 Err 0.2671 top1 5.469 top5 3.125 | Epoch: [76][26/553] Time 2.445 Data 0.001 Err 0.2783 top1 7.812 top5 1.562 | Epoch: [76][27/553] Time 2.440 Data 0.001 Err 0.2089 top1 6.250 top5 1.562 | Epoch: [76][28/553] Time 2.495 Data 0.001 Err 0.3431 top1 7.812 top5 3.906 | Epoch: [76][29/553] Time 2.471 Data 0.001 Err 0.3448 top1 8.594 top5 1.562 | Epoch: [76][30/553] Time 2.470 Data 0.000 Err 0.3534 top1 9.375 top5 1.562 | Epoch: [76][31/553] Time 2.458 Data 0.001 Err 0.2974 top1 7.031 top5 2.344 | Epoch: [76][32/553] Time 2.489 Data 0.001 Err 0.2657 top1 5.469 top5 0.781 | Epoch: [76][33/553] Time 2.475 Data 0.001 Err 0.3182 top1 7.812 top5 2.344 | Epoch: [76][34/553] Time 2.484 Data 0.001 Err 0.1890 top1 4.688 top5 1.562 | Epoch: [76][35/553] Time 2.511 Data 0.001 Err 0.3735 top1 8.594 top5 3.906 | Epoch: [76][36/553] Time 2.435 Data 0.001 Err 0.2064 top1 5.469 top5 0.781 | Epoch: [76][37/553] Time 2.440 Data 0.001 Err 0.2040 top1 5.469 top5 1.562 | Epoch: [76][38/553] Time 2.460 Data 0.001 Err 0.2388 top1 4.688 top5 2.344 | Epoch: [76][39/553] Time 2.516 Data 0.000 Err 0.2101 top1 5.469 top5 3.125 | Epoch: [76][40/553] Time 2.460 Data 0.001 Err 0.3216 top1 6.250 top5 3.125 | Epoch: [76][41/553] Time 2.452 Data 0.001 Err 0.1819 top1 3.906 top5 2.344 | Epoch: [76][42/553] Time 2.452 Data 0.001 Err 0.2235 top1 7.031 top5 0.781 | Epoch: [76][43/553] Time 2.474 Data 0.001 Err 0.1918 top1 4.688 top5 2.344 | Epoch: [76][44/553] Time 2.482 Data 0.001 Err 0.2318 top1 5.469 top5 1.562 | Epoch: [76][45/553] Time 2.439 Data 0.001 Err 0.2098 top1 5.469 top5 1.562 | Epoch: [76][46/553] Time 2.493 Data 0.001 Err 0.2893 top1 7.031 top5 2.344 | Epoch: [76][47/553] Time 2.442 Data 0.001 Err 0.1447 top1 3.125 top5 0.781 | Epoch: [76][48/553] Time 2.475 Data 0.000 Err 0.2915 top1 8.594 top5 3.125 | Epoch: [76][49/553] Time 2.441 Data 0.000 Err 0.2239 top1 4.688 top5 1.562 | Epoch: [76][50/553] Time 2.476 Data 0.001 Err 0.1729 top1 2.344 top5 1.562 | Epoch: [76][51/553] Time 2.478 Data 0.001 Err 0.2700 top1 6.250 top5 1.562 | Epoch: [76][52/553] Time 2.449 Data 0.001 Err 0.2542 top1 6.250 top5 1.562 | Epoch: [76][53/553] Time 2.450 Data 0.000 Err 0.2933 top1 7.812 top5 2.344 | Epoch: [76][54/553] Time 2.473 Data 0.001 Err 0.2562 top1 7.031 top5 2.344 | Epoch: [76][55/553] Time 2.469 Data 0.001 Err 0.2877 top1 9.375 top5 1.562 | Epoch: [76][56/553] Time 2.459 Data 0.001 Err 0.1710 top1 4.688 top5 1.562 | Epoch: [76][57/553] Time 2.458 Data 0.001 Err 0.1381 top1 2.344 top5 0.781 | Epoch: [76][58/553] Time 2.470 Data 0.001 Err 0.2950 top1 7.031 top5 3.125 | Epoch: [76][59/553] Time 2.482 Data 0.001 Err 0.2480 top1 4.688 top5 1.562 | Epoch: [76][60/553] Time 2.449 Data 0.001 Err 0.1474 top1 3.125 top5 0.781 | Epoch: [76][61/553] Time 2.443 Data 0.001 Err 0.2220 top1 7.031 top5 1.562 | Epoch: [76][62/553] Time 2.482 Data 0.001 Err 0.3001 top1 10.156 top5 3.125 | Epoch: [76][63/553] Time 2.525 Data 0.001 Err 0.1942 top1 3.906 top5 1.562 | Epoch: [76][64/553] Time 2.438 Data 0.001 Err 0.3114 top1 8.594 top5 3.125 | Epoch: [76][65/553] Time 2.444 Data 0.001 Err 0.3489 top1 7.812 top5 3.125 | Epoch: [76][66/553] Time 2.487 Data 0.001 Err 0.2323 top1 6.250 top5 1.562 | Epoch: [76][67/553] Time 2.483 Data 0.001 Err 0.2250 top1 6.250 top5 1.562 | Epoch: [76][68/553] Time 2.478 Data 0.001 Err 0.3514 top1 8.594 top5 2.344 | Epoch: [76][69/553] Time 2.481 Data 0.001 Err 0.2017 top1 4.688 top5 0.781 | Epoch: [76][70/553] Time 2.454 Data 0.001 Err 0.2642 top1 7.812 top5 1.562 | Epoch: [76][71/553] Time 2.439 Data 0.001 Err 0.1790 top1 5.469 top5 0.781 | Epoch: [76][72/553] Time 2.445 Data 0.001 Err 0.2311 top1 7.812 top5 1.562 | Epoch: [76][73/553] Time 2.447 Data 0.001 Err 0.2563 top1 7.031 top5 1.562 | Epoch: [76][74/553] Time 2.474 Data 0.034 Err 0.2751 top1 7.812 top5 3.125 | Epoch: [76][75/553] Time 2.494 Data 0.001 Err 0.2302 top1 7.812 top5 0.781 | Epoch: [76][76/553] Time 2.481 Data 0.001 Err 0.2221 top1 4.688 top5 1.562 | Epoch: [76][77/553] Time 2.449 Data 0.001 Err 0.3277 top1 7.031 top5 2.344 | Epoch: [76][78/553] Time 2.480 Data 0.001 Err 0.2306 top1 6.250 top5 1.562 | Epoch: [76][79/553] Time 2.448 Data 0.001 Err 0.1610 top1 4.688 top5 1.562 | Epoch: [76][80/553] Time 2.446 Data 0.001 Err 0.3417 top1 7.812 top5 1.562 | Epoch: [76][81/553] Time 2.463 Data 0.001 Err 0.2588 top1 7.812 top5 1.562 | Epoch: [76][82/553] Time 2.445 Data 0.001 Err 0.2376 top1 6.250 top5 2.344 | Epoch: [76][83/553] Time 2.469 Data 0.001 Err 0.3580 top1 10.938 top5 3.906 | Epoch: [76][84/553] Time 2.493 Data 0.001 Err 0.1283 top1 3.125 top5 0.000 | Epoch: [76][85/553] Time 2.515 Data 0.001 Err 0.2767 top1 5.469 top5 2.344 | Epoch: [76][86/553] Time 2.457 Data 0.001 Err 0.3344 top1 9.375 top5 3.906 | Epoch: [76][87/553] Time 2.470 Data 0.001 Err 0.2718 top1 7.031 top5 2.344 | Epoch: [76][88/553] Time 2.473 Data 0.001 Err 0.1370 top1 3.906 top5 0.781 | Epoch: [76][89/553] Time 2.449 Data 0.001 Err 0.5052 top1 14.062 top5 4.688 | Epoch: [76][90/553] Time 2.450 Data 0.001 Err 0.3056 top1 7.812 top5 1.562 | Epoch: [76][91/553] Time 2.444 Data 0.001 Err 0.2667 top1 7.031 top5 2.344 | Epoch: [76][92/553] Time 2.464 Data 0.001 Err 0.1955 top1 4.688 top5 1.562 | Epoch: [76][93/553] Time 2.485 Data 0.004 Err 0.1717 top1 4.688 top5 1.562 | Epoch: [76][94/553] Time 2.512 Data 0.000 Err 0.2841 top1 6.250 top5 2.344 | Epoch: [76][95/553] Time 2.451 Data 0.001 Err 0.3040 top1 7.812 top5 2.344 | Epoch: [76][96/553] Time 2.435 Data 0.001 Err 0.2538 top1 6.250 top5 1.562 | Epoch: [76][97/553] Time 2.441 Data 0.001 Err 0.2089 top1 7.031 top5 0.781 | Epoch: [76][98/553] Time 2.484 Data 0.000 Err 0.0925 top1 0.781 top5 0.000 | Epoch: [76][99/553] Time 2.439 Data 0.001 Err 0.1336 top1 4.688 top5 0.781 | Epoch: [76][100/553] Time 2.438 Data 0.001 Err 0.3386 top1 7.812 top5 2.344 | Epoch: [76][101/553] Time 2.466 Data 0.001 Err 0.2004 top1 4.688 top5 1.562 | Epoch: [76][102/553] Time 2.486 Data 0.001 Err 0.1936 top1 3.906 top5 0.781 | Epoch: [76][103/553] Time 2.461 Data 0.001 Err 0.2472 top1 6.250 top5 1.562 | Epoch: [76][104/553] Time 2.446 Data 0.001 Err 0.3232 top1 5.469 top5 1.562 | Epoch: [76][105/553] Time 2.466 Data 0.001 Err 0.3010 top1 8.594 top5 1.562 | Epoch: [76][106/553] Time 2.458 Data 0.001 Err 0.1856 top1 5.469 top5 0.781 | Epoch: [76][107/553] Time 2.492 Data 0.001 Err 0.4631 top1 11.719 top5 5.469 | Epoch: [76][108/553] Time 2.483 Data 0.001 Err 0.1735 top1 3.906 top5 2.344 | Epoch: [76][109/553] Time 2.461 Data 0.001 Err 0.2034 top1 6.250 top5 0.000 | Epoch: [76][110/553] Time 2.472 Data 0.001 Err 0.2354 top1 5.469 top5 1.562 | Epoch: [76][111/553] Time 2.463 Data 0.001 Err 0.2468 top1 7.031 top5 1.562 | Epoch: [76][112/553] Time 2.480 Data 0.004 Err 0.2388 top1 5.469 top5 1.562 | Epoch: [76][113/553] Time 2.459 Data 0.000 Err 0.2585 top1 6.250 top5 2.344 | Epoch: [76][114/553] Time 2.495 Data 0.001 Err 0.2684 top1 6.250 top5 3.906 | Epoch: [76][115/553] Time 2.447 Data 0.001 Err 0.2957 top1 9.375 top5 1.562 | Epoch: [76][116/553] Time 2.445 Data 0.001 Err 0.2300 top1 7.031 top5 2.344 | Epoch: [76][117/553] Time 2.475 Data 0.001 Err 0.2274 top1 3.906 top5 1.562 | Epoch: [76][118/553] Time 2.457 Data 0.001 Err 0.1680 top1 3.906 top5 1.562 | Epoch: [76][119/553] Time 2.434 Data 0.001 Err 0.3418 top1 7.812 top5 3.906 | Epoch: [76][120/553] Time 2.471 Data 0.001 Err 0.1860 top1 4.688 top5 0.781 | Epoch: [76][121/553] Time 2.462 Data 0.001 Err 0.2487 top1 5.469 top5 1.562 | Epoch: [76][122/553] Time 2.450 Data 0.001 Err 0.0944 top1 1.562 top5 0.781 | Epoch: [76][123/553] Time 2.445 Data 0.001 Err 0.1631 top1 2.344 top5 1.562 | Epoch: [76][124/553] Time 2.477 Data 0.001 Err 0.1715 top1 5.469 top5 1.562 | Epoch: [76][125/553] Time 2.441 Data 0.001 Err 0.1580 top1 7.031 top5 0.000 | Epoch: [76][126/553] Time 2.458 Data 0.001 Err 0.2829 top1 6.250 top5 3.125 | Epoch: [76][127/553] Time 2.450 Data 0.001 Err 0.2759 top1 9.375 top5 2.344 | Epoch: [76][128/553] Time 2.438 Data 0.001 Err 0.2234 top1 4.688 top5 1.562 | Epoch: [76][129/553] Time 2.469 Data 0.001 Err 0.1772 top1 5.469 top5 0.781 | Epoch: [76][130/553] Time 2.448 Data 0.001 Err 0.2051 top1 4.688 top5 0.781 | Epoch: [76][131/553] Time 2.442 Data 0.006 Err 0.1707 top1 4.688 top5 0.000 | Epoch: [76][132/553] Time 2.470 Data 0.001 Err 0.2456 top1 7.031 top5 2.344 | Epoch: [76][133/553] Time 2.435 Data 0.001 Err 0.1428 top1 4.688 top5 0.781 | Epoch: [76][134/553] Time 2.446 Data 0.001 Err 0.1603 top1 4.688 top5 0.000 | Epoch: [76][135/553] Time 2.460 Data 0.001 Err 0.1924 top1 5.469 top5 1.562 | Epoch: [76][136/553] Time 2.449 Data 0.001 Err 0.3297 top1 9.375 top5 3.906 | Epoch: [76][137/553] Time 2.444 Data 0.001 Err 0.2000 top1 6.250 top5 1.562 | Epoch: [76][138/553] Time 2.437 Data 0.001 Err 0.1886 top1 6.250 top5 0.781 | Epoch: [76][139/553] Time 2.442 Data 0.001 Err 0.3663 top1 12.500 top5 3.125 | Epoch: [76][140/553] Time 2.468 Data 0.001 Err 0.1905 top1 5.469 top5 0.781 | Epoch: [76][141/553] Time 2.449 Data 0.001 Err 0.1650 top1 4.688 top5 0.781 | Epoch: [76][142/553] Time 2.478 Data 0.001 Err 0.3532 top1 8.594 top5 2.344 | Epoch: [76][143/553] Time 2.450 Data 0.001 Err 0.1432 top1 3.906 top5 0.781 | Epoch: [76][144/553] Time 2.449 Data 0.001 Err 0.1672 top1 3.906 top5 0.781 | Epoch: [76][145/553] Time 2.455 Data 0.001 Err 0.1780 top1 5.469 top5 0.781 | Epoch: [76][146/553] Time 2.525 Data 0.001 Err 0.2841 top1 9.375 top5 1.562 | Epoch: [76][147/553] Time 2.436 Data 0.001 Err 0.2175 top1 7.031 top5 1.562 | Epoch: [76][148/553] Time 2.452 Data 0.001 Err 0.2428 top1 5.469 top5 1.562 | Epoch: [76][149/553] Time 2.434 Data 0.001 Err 0.2384 top1 7.031 top5 1.562 | Epoch: [76][150/553] Time 2.509 Data 0.001 Err 0.2644 top1 6.250 top5 1.562 | Epoch: [76][151/553] Time 2.446 Data 0.001 Err 0.1362 top1 4.688 top5 0.000 | Epoch: [76][152/553] Time 2.454 Data 0.001 Err 0.1944 top1 5.469 top5 1.562 | Epoch: [76][153/553] Time 2.447 Data 0.000 Err 0.1302 top1 2.344 top5 0.781 | Epoch: [76][154/553] Time 2.444 Data 0.001 Err 0.2214 top1 6.250 top5 1.562 | Epoch: [76][155/553] Time 2.448 Data 0.001 Err 0.3566 top1 7.812 top5 3.125 | Epoch: [76][156/553] Time 2.450 Data 0.001 Err 0.2262 top1 7.031 top5 0.781 | Epoch: [76][157/553] Time 2.443 Data 0.001 Err 0.2113 top1 3.906 top5 0.781 | Epoch: [76][158/553] Time 2.514 Data 0.000 Err 0.2113 top1 5.469 top5 0.781 | Epoch: [76][159/553] Time 2.457 Data 0.001 Err 0.2741 top1 7.031 top5 2.344 | Epoch: [76][160/553] Time 2.449 Data 0.001 Err 0.2522 top1 7.031 top5 2.344 | Epoch: [76][161/553] Time 2.444 Data 0.001 Err 0.2739 top1 7.031 top5 3.125 | Epoch: [76][162/553] Time 2.543 Data 0.001 Err 0.2634 top1 4.688 top5 3.125 | Epoch: [76][163/553] Time 2.463 Data 0.001 Err 0.1571 top1 3.125 top5 0.781 | Epoch: [76][164/553] Time 2.480 Data 0.001 Err 0.3194 top1 9.375 top5 1.562 | Epoch: [76][165/553] Time 2.449 Data 0.001 Err 0.1284 top1 3.125 top5 1.562 | Epoch: [76][166/553] Time 2.470 Data 0.001 Err 0.2651 top1 6.250 top5 3.906 | Epoch: [76][167/553] Time 2.474 Data 0.001 Err 0.2927 top1 6.250 top5 3.125 | Epoch: [76][168/553] Time 2.436 Data 0.001 Err 0.3390 top1 13.281 top5 1.562 | Epoch: [76][169/553] Time 2.460 Data 0.011 Err 0.2812 top1 9.375 top5 2.344 | Epoch: [76][170/553] Time 2.503 Data 0.001 Err 0.4179 top1 11.719 top5 3.125 | Epoch: [76][171/553] Time 2.497 Data 0.001 Err 0.2634 top1 7.812 top5 2.344 | Epoch: [76][172/553] Time 2.463 Data 0.000 Err 0.1878 top1 4.688 top5 0.781 | Epoch: [76][173/553] Time 2.473 Data 0.001 Err 0.2245 top1 7.812 top5 1.562 | Epoch: [76][174/553] Time 2.473 Data 0.001 Err 0.3177 top1 9.375 top5 3.125 | Epoch: [76][175/553] Time 2.493 Data 0.001 Err 0.2508 top1 5.469 top5 1.562 | Epoch: [76][176/553] Time 2.439 Data 0.001 Err 0.2716 top1 7.812 top5 3.125 | Epoch: [76][177/553] Time 2.453 Data 0.001 Err 0.2404 top1 6.250 top5 2.344 | Epoch: [76][178/553] Time 2.472 Data 0.001 Err 0.3767 top1 12.500 top5 2.344 | Epoch: [76][179/553] Time 2.478 Data 0.001 Err 0.3395 top1 10.156 top5 3.125 | Epoch: [76][180/553] Time 2.478 Data 0.001 Err 0.3071 top1 5.469 top5 3.906 | Epoch: [76][181/553] Time 2.488 Data 0.001 Err 0.2024 top1 5.469 top5 0.781 | Epoch: [76][182/553] Time 2.442 Data 0.001 Err 0.3194 top1 8.594 top5 1.562 | Epoch: [76][183/553] Time 2.486 Data 0.001 Err 0.2499 top1 6.250 top5 1.562 | Epoch: [76][184/553] Time 2.451 Data 0.001 Err 0.2990 top1 8.594 top5 1.562 | Epoch: [76][185/553] Time 2.463 Data 0.001 Err 0.2470 top1 6.250 top5 3.125 | Epoch: [76][186/553] Time 2.476 Data 0.001 Err 0.2344 top1 7.812 top5 1.562 | Epoch: [76][187/553] Time 2.442 Data 0.001 Err 0.2712 top1 7.031 top5 0.781 | Epoch: [76][188/553] Time 2.461 Data 0.001 Err 0.1087 top1 3.125 top5 0.000 | Epoch: [76][189/553] Time 2.446 Data 0.001 Err 0.3460 top1 10.156 top5 2.344 | Epoch: [76][190/553] Time 2.481 Data 0.001 Err 0.2716 top1 7.812 top5 2.344 | Epoch: [76][191/553] Time 2.443 Data 0.001 Err 0.3197 top1 7.812 top5 2.344 | Epoch: [76][192/553] Time 2.444 Data 0.001 Err 0.1680 top1 3.906 top5 1.562 | Epoch: [76][193/553] Time 2.509 Data 0.001 Err 0.2783 top1 7.031 top5 1.562 | Epoch: [76][194/553] Time 2.439 Data 0.001 Err 0.3954 top1 8.594 top5 4.688 | Epoch: [76][195/553] Time 2.436 Data 0.001 Err 0.2224 top1 5.469 top5 2.344 | Epoch: [76][196/553] Time 2.454 Data 0.001 Err 0.1578 top1 5.469 top5 1.562 | Epoch: [76][197/553] Time 2.456 Data 0.001 Err 0.2272 top1 5.469 top5 1.562 | Epoch: [76][198/553] Time 2.457 Data 0.001 Err 0.1610 top1 3.125 top5 0.000 | Epoch: [76][199/553] Time 2.451 Data 0.001 Err 0.2309 top1 5.469 top5 2.344 | Epoch: [76][200/553] Time 2.475 Data 0.001 Err 0.2214 top1 6.250 top5 1.562 | Epoch: [76][201/553] Time 2.506 Data 0.001 Err 0.2968 top1 7.812 top5 3.125 | Epoch: [76][202/553] Time 2.486 Data 0.001 Err 0.3333 top1 8.594 top5 3.906 | Epoch: [76][203/553] Time 2.447 Data 0.001 Err 0.3298 top1 7.812 top5 1.562 | Epoch: [76][204/553] Time 2.472 Data 0.001 Err 0.3238 top1 7.812 top5 3.125 | Epoch: [76][205/553] Time 2.475 Data 0.001 Err 0.3653 top1 8.594 top5 3.125 | Epoch: [76][206/553] Time 2.444 Data 0.001 Err 0.2608 top1 7.031 top5 1.562 | Epoch: [76][207/553] Time 2.494 Data 0.006 Err 0.4032 top1 9.375 top5 3.906 | Epoch: [76][208/553] Time 2.443 Data 0.001 Err 0.2839 top1 7.812 top5 2.344 | Epoch: [76][209/553] Time 2.449 Data 0.001 Err 0.2805 top1 7.031 top5 2.344 | Epoch: [76][210/553] Time 2.449 Data 0.001 Err 0.1959 top1 6.250 top5 0.781 | Epoch: [76][211/553] Time 2.440 Data 0.001 Err 0.3010 top1 7.812 top5 1.562 | Epoch: [76][212/553] Time 2.446 Data 0.000 Err 0.2738 top1 6.250 top5 1.562 | Epoch: [76][213/553] Time 2.496 Data 0.001 Err 0.4425 top1 14.844 top5 4.688 | Epoch: [76][214/553] Time 2.460 Data 0.001 Err 0.2748 top1 8.594 top5 0.781 | Epoch: [76][215/553] Time 2.492 Data 0.001 Err 0.1544 top1 4.688 top5 0.000 | Epoch: [76][216/553] Time 2.446 Data 0.001 Err 0.1572 top1 3.125 top5 1.562 | Epoch: [76][217/553] Time 2.472 Data 0.001 Err 0.2854 top1 7.812 top5 2.344 | Epoch: [76][218/553] Time 2.493 Data 0.001 Err 0.3090 top1 7.812 top5 3.906 | Epoch: [76][219/553] Time 2.455 Data 0.001 Err 0.2747 top1 7.031 top5 1.562 | Epoch: [76][220/553] Time 2.461 Data 0.001 Err 0.1399 top1 2.344 top5 0.781 | Epoch: [76][221/553] Time 2.466 Data 0.001 Err 0.2068 top1 4.688 top5 1.562 | Epoch: [76][222/553] Time 2.455 Data 0.001 Err 0.4090 top1 10.156 top5 2.344 | Epoch: [76][223/553] Time 2.444 Data 0.001 Err 0.2070 top1 4.688 top5 2.344 | Epoch: [76][224/553] Time 2.452 Data 0.001 Err 0.2626 top1 5.469 top5 2.344 | Epoch: [76][225/553] Time 2.458 Data 0.001 Err 0.2778 top1 8.594 top5 3.906 | Epoch: [76][226/553] Time 2.441 Data 0.002 Err 0.3431 top1 10.156 top5 3.125 | Epoch: [76][227/553] Time 2.520 Data 0.001 Err 0.2133 top1 4.688 top5 2.344 | Epoch: [76][228/553] Time 2.457 Data 0.001 Err 0.2298 top1 4.688 top5 0.781 | Epoch: [76][229/553] Time 2.536 Data 0.001 Err 0.2726 top1 7.812 top5 2.344 | Epoch: [76][230/553] Time 2.492 Data 0.001 Err 0.2313 top1 7.031 top5 1.562 | Epoch: [76][231/553] Time 2.479 Data 0.001 Err 0.3774 top1 8.594 top5 3.125 | Epoch: [76][232/553] Time 2.438 Data 0.001 Err 0.2352 top1 4.688 top5 2.344 | Epoch: [76][233/553] Time 2.461 Data 0.001 Err 0.2011 top1 4.688 top5 0.781 | Epoch: [76][234/553] Time 2.443 Data 0.001 Err 0.2682 top1 7.031 top5 1.562 | Epoch: [76][235/553] Time 2.469 Data 0.001 Err 0.2161 top1 6.250 top5 0.781 | Epoch: [76][236/553] Time 2.522 Data 0.001 Err 0.2353 top1 7.812 top5 2.344 | Epoch: [76][237/553] Time 2.468 Data 0.001 Err 0.2575 top1 7.031 top5 2.344 | Epoch: [76][238/553] Time 2.467 Data 0.001 Err 0.2596 top1 6.250 top5 3.125 | Epoch: [76][239/553] Time 2.532 Data 0.001 Err 0.1125 top1 3.906 top5 0.000 | Epoch: [76][240/553] Time 2.446 Data 0.001 Err 0.2541 top1 7.031 top5 0.781 | Epoch: [76][241/553] Time 2.444 Data 0.001 Err 0.3175 top1 6.250 top5 3.125 | Epoch: [76][242/553] Time 2.441 Data 0.001 Err 0.1736 top1 4.688 top5 0.781 | Epoch: [76][243/553] Time 2.459 Data 0.001 Err 0.1781 top1 3.906 top5 0.781 | Epoch: [76][244/553] Time 2.510 Data 0.001 Err 0.3430 top1 10.938 top5 1.562 | Epoch: [76][245/553] Time 2.446 Data 0.001 Err 0.3651 top1 10.938 top5 0.781 | Epoch: [76][246/553] Time 2.451 Data 0.001 Err 0.1722 top1 3.906 top5 1.562 | Epoch: [76][247/553] Time 2.442 Data 0.001 Err 0.3127 top1 8.594 top5 2.344 | Epoch: [76][248/553] Time 2.547 Data 0.000 Err 0.2090 top1 4.688 top5 1.562 | Epoch: [76][249/553] Time 2.441 Data 0.001 Err 0.2008 top1 5.469 top5 0.781 | Epoch: [76][250/553] Time 2.446 Data 0.001 Err 0.1196 top1 2.344 top5 0.000 | Epoch: [76][251/553] Time 2.443 Data 0.001 Err 0.2641 top1 7.031 top5 3.125 | Epoch: [76][252/553] Time 2.444 Data 0.001 Err 0.4293 top1 10.938 top5 5.469 | Epoch: [76][253/553] Time 2.445 Data 0.001 Err 0.2493 top1 6.250 top5 0.781 | Epoch: [76][254/553] Time 2.435 Data 0.001 Err 0.3028 top1 8.594 top5 2.344 | Epoch: [76][255/553] Time 2.455 Data 0.001 Err 0.2330 top1 3.906 top5 0.781 | Epoch: [76][256/553] Time 2.447 Data 0.001 Err 0.2290 top1 7.812 top5 1.562 | Epoch: [76][257/553] Time 2.442 Data 0.001 Err 0.2098 top1 5.469 top5 0.781 | Epoch: [76][258/553] Time 2.451 Data 0.001 Err 0.2619 top1 8.594 top5 2.344 | Epoch: [76][259/553] Time 2.441 Data 0.001 Err 0.1578 top1 3.125 top5 1.562 | Epoch: [76][260/553] Time 2.476 Data 0.001 Err 0.3534 top1 9.375 top5 2.344 | Epoch: [76][261/553] Time 2.439 Data 0.001 Err 0.2764 top1 6.250 top5 3.906 | Epoch: [76][262/553] Time 2.506 Data 0.001 Err 0.1770 top1 4.688 top5 1.562 | Epoch: [76][263/553] Time 2.453 Data 0.001 Err 0.2406 top1 5.469 top5 2.344 | Epoch: [76][264/553] Time 2.449 Data 0.003 Err 0.2121 top1 7.031 top5 1.562 | Epoch: [76][265/553] Time 2.499 Data 0.001 Err 0.2193 top1 4.688 top5 1.562 | Epoch: [76][266/553] Time 2.445 Data 0.001 Err 0.2112 top1 5.469 top5 1.562 | Epoch: [76][267/553] Time 2.454 Data 0.001 Err 0.4309 top1 13.281 top5 2.344 | Epoch: [76][268/553] Time 2.446 Data 0.001 Err 0.1948 top1 3.906 top5 1.562 | Epoch: [76][269/553] Time 2.435 Data 0.001 Err 0.2529 top1 4.688 top5 3.125 | Epoch: [76][270/553] Time 2.438 Data 0.001 Err 0.1611 top1 3.906 top5 0.781 | Epoch: [76][271/553] Time 2.455 Data 0.001 Err 0.1455 top1 4.688 top5 0.781 | Epoch: [76][272/553] Time 2.449 Data 0.001 Err 0.1293 top1 3.125 top5 0.781 | Epoch: [76][273/553] Time 2.448 Data 0.001 Err 0.3014 top1 7.812 top5 2.344 | Epoch: [76][274/553] Time 2.475 Data 0.001 Err 0.3221 top1 7.031 top5 3.125 | Epoch: [76][275/553] Time 2.460 Data 0.001 Err 0.2339 top1 5.469 top5 2.344 | Epoch: [76][276/553] Time 2.449 Data 0.001 Err 0.2919 top1 8.594 top5 3.125 | Epoch: [76][277/553] Time 2.505 Data 0.001 Err 0.1619 top1 4.688 top5 0.781 | Epoch: [76][278/553] Time 2.453 Data 0.001 Err 0.1141 top1 2.344 top5 0.781 | Epoch: [76][279/553] Time 2.455 Data 0.001 Err 0.2900 top1 7.812 top5 2.344 | Epoch: [76][280/553] Time 2.475 Data 0.001 Err 0.2730 top1 9.375 top5 2.344 | Epoch: [76][281/553] Time 2.462 Data 0.001 Err 0.2203 top1 4.688 top5 1.562 | Epoch: [76][282/553] Time 2.469 Data 0.001 Err 0.2721 top1 6.250 top5 3.125 | Epoch: [76][283/553] Time 2.462 Data 0.001 Err 0.2002 top1 7.031 top5 0.781 | Epoch: [76][284/553] Time 2.467 Data 0.001 Err 0.3252 top1 8.594 top5 3.906 | Epoch: [76][285/553] Time 2.454 Data 0.001 Err 0.2346 top1 7.812 top5 1.562 | Epoch: [76][286/553] Time 2.482 Data 0.001 Err 0.3623 top1 8.594 top5 3.125 | Epoch: [76][287/553] Time 2.458 Data 0.001 Err 0.1714 top1 5.469 top5 0.781 | Epoch: [76][288/553] Time 2.459 Data 0.001 Err 0.2173 top1 4.688 top5 0.781 | Epoch: [76][289/553] Time 2.438 Data 0.001 Err 0.2167 top1 3.906 top5 2.344 | Epoch: [76][290/553] Time 2.482 Data 0.001 Err 0.2268 top1 3.906 top5 1.562 | Epoch: [76][291/553] Time 2.498 Data 0.001 Err 0.2608 top1 7.031 top5 1.562 | Epoch: [76][292/553] Time 2.441 Data 0.001 Err 0.1445 top1 3.125 top5 0.781 | Epoch: [76][293/553] Time 2.455 Data 0.001 Err 0.2857 top1 8.594 top5 1.562 | Epoch: [76][294/553] Time 2.475 Data 0.001 Err 0.2519 top1 7.031 top5 2.344 | Epoch: [76][295/553] Time 2.500 Data 0.001 Err 0.1632 top1 4.688 top5 0.000 | Epoch: [76][296/553] Time 2.482 Data 0.000 Err 0.2929 top1 5.469 top5 3.125 | Epoch: [76][297/553] Time 2.476 Data 0.001 Err 0.2078 top1 6.250 top5 0.781 | Epoch: [76][298/553] Time 2.449 Data 0.001 Err 0.2872 top1 7.031 top5 2.344 | Epoch: [76][299/553] Time 2.456 Data 0.001 Err 0.2505 top1 4.688 top5 2.344 | Epoch: [76][300/553] Time 2.450 Data 0.001 Err 0.2546 top1 6.250 top5 1.562 | Epoch: [76][301/553] Time 2.469 Data 0.001 Err 0.3478 top1 8.594 top5 3.906 | Epoch: [76][302/553] Time 2.454 Data 0.001 Err 0.2420 top1 5.469 top5 1.562 | Epoch: [76][303/553] Time 2.502 Data 0.001 Err 0.1751 top1 4.688 top5 0.781 | Epoch: [76][304/553] Time 2.454 Data 0.001 Err 0.2297 top1 7.031 top5 0.781 | Epoch: [76][305/553] Time 2.462 Data 0.001 Err 0.2152 top1 5.469 top5 0.000 | Epoch: [76][306/553] Time 2.507 Data 0.001 Err 0.1574 top1 3.906 top5 0.781 | Epoch: [76][307/553] Time 2.450 Data 0.001 Err 0.1506 top1 3.906 top5 0.781 | Epoch: [76][308/553] Time 2.453 Data 0.001 Err 0.2675 top1 7.031 top5 3.125 | Epoch: [76][309/553] Time 2.467 Data 0.001 Err 0.2565 top1 7.031 top5 3.125 | Epoch: [76][310/553] Time 2.482 Data 0.001 Err 0.3187 top1 7.031 top5 3.125 | Epoch: [76][311/553] Time 2.489 Data 0.001 Err 0.1264 top1 4.688 top5 0.781 | Epoch: [76][312/553] Time 2.495 Data 0.001 Err 0.2965 top1 9.375 top5 2.344 | Epoch: [76][313/553] Time 2.498 Data 0.001 Err 0.2793 top1 7.812 top5 1.562 | Epoch: [76][314/553] Time 2.522 Data 0.001 Err 0.2437 top1 5.469 top5 2.344 | Epoch: [76][315/553] Time 2.544 Data 0.001 Err 0.1311 top1 3.906 top5 0.000 | Epoch: [76][316/553] Time 2.528 Data 0.001 Err 0.2804 top1 4.688 top5 3.125 | Epoch: [76][317/553] Time 2.434 Data 0.001 Err 0.1847 top1 4.688 top5 2.344 | Epoch: [76][318/553] Time 2.446 Data 0.001 Err 0.2395 top1 5.469 top5 1.562 | Epoch: [76][319/553] Time 2.479 Data 0.001 Err 0.1486 top1 3.125 top5 0.781 | Epoch: [76][320/553] Time 2.436 Data 0.001 Err 0.2298 top1 7.031 top5 1.562 | Epoch: [76][321/553] Time 2.444 Data 0.008 Err 0.3216 top1 7.812 top5 2.344 | Epoch: [76][322/553] Time 2.434 Data 0.001 Err 0.3465 top1 7.031 top5 2.344 | Epoch: [76][323/553] Time 2.441 Data 0.001 Err 0.3051 top1 7.812 top5 1.562 | Epoch: [76][324/553] Time 2.475 Data 0.001 Err 0.2982 top1 9.375 top5 3.906 | Epoch: [76][325/553] Time 2.487 Data 0.001 Err 0.2604 top1 4.688 top5 3.906 | Epoch: [76][326/553] Time 2.480 Data 0.000 Err 0.3741 top1 9.375 top5 3.125 | Epoch: [76][327/553] Time 2.446 Data 0.001 Err 0.1569 top1 4.688 top5 0.000 | Epoch: [76][328/553] Time 2.440 Data 0.001 Err 0.1861 top1 5.469 top5 2.344 | Epoch: [76][329/553] Time 2.462 Data 0.001 Err 0.1475 top1 3.125 top5 0.781 | Epoch: [76][330/553] Time 2.480 Data 0.002 Err 0.2529 top1 6.250 top5 1.562 | Epoch: [76][331/553] Time 2.443 Data 0.001 Err 0.2981 top1 7.031 top5 3.125 | Epoch: [76][332/553] Time 2.471 Data 0.001 Err 0.2691 top1 7.812 top5 1.562 | Epoch: [76][333/553] Time 2.449 Data 0.001 Err 0.1579 top1 4.688 top5 0.000 | Epoch: [76][334/553] Time 2.504 Data 0.001 Err 0.1986 top1 3.906 top5 0.000 | Epoch: [76][335/553] Time 2.448 Data 0.001 Err 0.1695 top1 4.688 top5 0.000 | Epoch: [76][336/553] Time 2.447 Data 0.001 Err 0.2736 top1 5.469 top5 3.906 | Epoch: [76][337/553] Time 2.445 Data 0.001 Err 0.1459 top1 4.688 top5 0.781 | Epoch: [76][338/553] Time 2.480 Data 0.001 Err 0.2328 top1 4.688 top5 3.906 | Epoch: [76][339/553] Time 2.439 Data 0.001 Err 0.2271 top1 6.250 top5 2.344 | Epoch: [76][340/553] Time 2.454 Data 0.004 Err 0.1927 top1 6.250 top5 0.781 | Epoch: [76][341/553] Time 2.447 Data 0.000 Err 0.3355 top1 10.156 top5 2.344 | Epoch: [76][342/553] Time 2.486 Data 0.000 Err 0.3330 top1 5.469 top5 2.344 | Epoch: [76][343/553] Time 2.493 Data 0.001 Err 0.3205 top1 9.375 top5 3.906 | Epoch: [76][344/553] Time 2.487 Data 0.001 Err 0.3261 top1 8.594 top5 1.562 | Epoch: [76][345/553] Time 2.492 Data 0.000 Err 0.2431 top1 4.688 top5 3.906 | Epoch: [76][346/553] Time 2.478 Data 0.001 Err 0.2371 top1 5.469 top5 0.781 | Epoch: [76][347/553] Time 2.442 Data 0.001 Err 0.2892 top1 7.812 top5 2.344 | Epoch: [76][348/553] Time 2.439 Data 0.001 Err 0.1391 top1 5.469 top5 0.781 | Epoch: [76][349/553] Time 2.454 Data 0.002 Err 0.2130 top1 5.469 top5 0.781 | Epoch: [76][350/553] Time 2.485 Data 0.001 Err 0.1465 top1 2.344 top5 0.781 | Epoch: [76][351/553] Time 2.469 Data 0.001 Err 0.2327 top1 7.031 top5 0.781 | Epoch: [76][352/553] Time 2.495 Data 0.001 Err 0.3042 top1 9.375 top5 3.906 | Epoch: [76][353/553] Time 2.499 Data 0.001 Err 0.2212 top1 4.688 top5 2.344 | Epoch: [76][354/553] Time 2.446 Data 0.001 Err 0.3117 top1 7.812 top5 2.344 | Epoch: [76][355/553] Time 2.472 Data 0.001 Err 0.1908 top1 4.688 top5 1.562 | Epoch: [76][356/553] Time 2.440 Data 0.001 Err 0.1680 top1 3.906 top5 0.781 | Epoch: [76][357/553] Time 2.456 Data 0.001 Err 0.2410 top1 6.250 top5 2.344 | Epoch: [76][358/553] Time 2.470 Data 0.001 Err 0.3241 top1 8.594 top5 1.562 | Epoch: [76][359/553] Time 2.452 Data 0.005 Err 0.1942 top1 5.469 top5 0.000 | Epoch: [76][360/553] Time 2.446 Data 0.001 Err 0.2992 top1 7.031 top5 1.562 | Epoch: [76][361/553] Time 2.454 Data 0.001 Err 0.1780 top1 3.906 top5 1.562 | Epoch: [76][362/553] Time 2.464 Data 0.001 Err 0.1745 top1 3.906 top5 0.781 | Epoch: [76][363/553] Time 2.452 Data 0.001 Err 0.2523 top1 5.469 top5 3.125 | Epoch: [76][364/553] Time 2.538 Data 0.001 Err 0.1563 top1 2.344 top5 1.562 | Epoch: [76][365/553] Time 2.438 Data 0.001 Err 0.1876 top1 6.250 top5 0.000 | Epoch: [76][366/553] Time 2.443 Data 0.001 Err 0.2301 top1 6.250 top5 2.344 | Epoch: [76][367/553] Time 2.456 Data 0.001 Err 0.3248 top1 7.812 top5 3.125 | Epoch: [76][368/553] Time 2.460 Data 0.001 Err 0.2333 top1 5.469 top5 3.125 | Epoch: [76][369/553] Time 2.449 Data 0.001 Err 0.3016 top1 8.594 top5 3.125 | Epoch: [76][370/553] Time 2.437 Data 0.000 Err 0.2908 top1 7.812 top5 2.344 | Epoch: [76][371/553] Time 2.458 Data 0.001 Err 0.2456 top1 8.594 top5 2.344 | Epoch: [76][372/553] Time 2.486 Data 0.001 Err 0.1931 top1 4.688 top5 1.562 | Epoch: [76][373/553] Time 2.444 Data 0.001 Err 0.2048 top1 4.688 top5 1.562 | Epoch: [76][374/553] Time 2.494 Data 0.001 Err 0.1473 top1 3.906 top5 0.781 | Epoch: [76][375/553] Time 2.453 Data 0.001 Err 0.3162 top1 7.812 top5 1.562 | Epoch: [76][376/553] Time 2.440 Data 0.001 Err 0.2284 top1 5.469 top5 2.344 | Epoch: [76][377/553] Time 2.440 Data 0.001 Err 0.2001 top1 4.688 top5 0.781 | Epoch: [76][378/553] Time 2.462 Data 0.001 Err 0.2302 top1 5.469 top5 1.562 | Epoch: [76][379/553] Time 2.497 Data 0.001 Err 0.1810 top1 4.688 top5 1.562 | Epoch: [76][380/553] Time 2.440 Data 0.001 Err 0.3377 top1 8.594 top5 1.562 | Epoch: [76][381/553] Time 2.497 Data 0.001 Err 0.2490 top1 6.250 top5 1.562 | Epoch: [76][382/553] Time 2.488 Data 0.001 Err 0.2001 top1 4.688 top5 2.344 | Epoch: [76][383/553] Time 2.441 Data 0.001 Err 0.4112 top1 11.719 top5 2.344 | Epoch: [76][384/553] Time 2.464 Data 0.001 Err 0.2603 top1 5.469 top5 3.125 | Epoch: [76][385/553] Time 2.449 Data 0.001 Err 0.1318 top1 3.906 top5 0.000 | Epoch: [76][386/553] Time 2.477 Data 0.001 Err 0.3035 top1 8.594 top5 3.125 | Epoch: [76][387/553] Time 2.469 Data 0.001 Err 0.2005 top1 4.688 top5 3.125 | Epoch: [76][388/553] Time 2.458 Data 0.001 Err 0.1537 top1 3.125 top5 0.781 | Epoch: [76][389/553] Time 2.468 Data 0.001 Err 0.3005 top1 7.031 top5 2.344 | Epoch: [76][390/553] Time 2.485 Data 0.001 Err 0.1435 top1 3.906 top5 0.000 | Epoch: [76][391/553] Time 2.434 Data 0.001 Err 0.3303 top1 9.375 top5 3.906 | Epoch: [76][392/553] Time 2.480 Data 0.001 Err 0.2780 top1 5.469 top5 1.562 | Epoch: [76][393/553] Time 2.461 Data 0.001 Err 0.3293 top1 8.594 top5 0.781 | Epoch: [76][394/553] Time 2.462 Data 0.001 Err 0.2083 top1 5.469 top5 1.562 | Epoch: [76][395/553] Time 2.511 Data 0.001 Err 0.3090 top1 7.812 top5 3.125 | Epoch: [76][396/553] Time 2.518 Data 0.001 Err 0.2886 top1 8.594 top5 2.344 | Epoch: [76][397/553] Time 2.441 Data 0.007 Err 0.3207 top1 7.812 top5 2.344 | Epoch: [76][398/553] Time 2.436 Data 0.001 Err 0.3819 top1 8.594 top5 3.125 | Epoch: [76][399/553] Time 2.471 Data 0.001 Err 0.2108 top1 3.906 top5 1.562 | Epoch: [76][400/553] Time 2.504 Data 0.001 Err 0.2317 top1 4.688 top5 2.344 | Epoch: [76][401/553] Time 2.506 Data 0.001 Err 0.2323 top1 4.688 top5 1.562 | Epoch: [76][402/553] Time 2.486 Data 0.000 Err 0.2984 top1 7.812 top5 2.344 | Epoch: [76][403/553] Time 2.436 Data 0.001 Err 0.4215 top1 11.719 top5 3.906 | Epoch: [76][404/553] Time 2.477 Data 0.001 Err 0.1856 top1 4.688 top5 0.781 | Epoch: [76][405/553] Time 2.440 Data 0.001 Err 0.3756 top1 10.938 top5 1.562 | Epoch: [76][406/553] Time 2.512 Data 0.001 Err 0.2478 top1 6.250 top5 0.000 | Epoch: [76][407/553] Time 2.492 Data 0.001 Err 0.2263 top1 7.031 top5 1.562 | Epoch: [76][408/553] Time 2.493 Data 0.001 Err 0.3265 top1 9.375 top5 2.344 | Epoch: [76][409/553] Time 2.474 Data 0.001 Err 0.2128 top1 5.469 top5 2.344 | Epoch: [76][410/553] Time 2.492 Data 0.001 Err 0.3443 top1 10.156 top5 3.906 | Epoch: [76][411/553] Time 2.450 Data 0.001 Err 0.2609 top1 7.031 top5 2.344 | Epoch: [76][412/553] Time 2.483 Data 0.001 Err 0.2352 top1 5.469 top5 1.562 | Epoch: [76][413/553] Time 2.441 Data 0.001 Err 0.2559 top1 6.250 top5 2.344 | Epoch: [76][414/553] Time 2.491 Data 0.001 Err 0.2431 top1 8.594 top5 3.125 | Epoch: [76][415/553] Time 2.454 Data 0.001 Err 0.3539 top1 9.375 top5 0.781 | Epoch: [76][416/553] Time 2.492 Data 0.006 Err 0.1860 top1 6.250 top5 0.781 | Epoch: [76][417/553] Time 2.440 Data 0.000 Err 0.1710 top1 3.125 top5 1.562 | Epoch: [76][418/553] Time 2.448 Data 0.001 Err 0.1755 top1 5.469 top5 0.781 | Epoch: [76][419/553] Time 2.492 Data 0.001 Err 0.1999 top1 5.469 top5 0.781 | Epoch: [76][420/553] Time 2.445 Data 0.000 Err 0.2123 top1 4.688 top5 0.781 | Epoch: [76][421/553] Time 2.446 Data 0.001 Err 0.1497 top1 3.906 top5 0.781 | Epoch: [76][422/553] Time 2.444 Data 0.001 Err 0.2563 top1 7.812 top5 0.781 | Epoch: [76][423/553] Time 2.468 Data 0.001 Err 0.2113 top1 3.125 top5 1.562 | Epoch: [76][424/553] Time 2.467 Data 0.001 Err 0.2569 top1 6.250 top5 0.781 | Epoch: [76][425/553] Time 2.506 Data 0.004 Err 0.2372 top1 5.469 top5 1.562 | Epoch: [76][426/553] Time 2.442 Data 0.001 Err 0.2414 top1 3.906 top5 3.125 | Epoch: [76][427/553] Time 2.515 Data 0.001 Err 0.1677 top1 5.469 top5 0.781 | Epoch: [76][428/553] Time 2.436 Data 0.001 Err 0.3400 top1 7.031 top5 5.469 | Epoch: [76][429/553] Time 2.452 Data 0.001 Err 0.5343 top1 11.719 top5 3.906 | Epoch: [76][430/553] Time 2.476 Data 0.001 Err 0.1535 top1 3.906 top5 0.781 | Epoch: [76][431/553] Time 2.531 Data 0.001 Err 0.2238 top1 3.906 top5 1.562 | Epoch: [76][432/553] Time 2.453 Data 0.001 Err 0.2197 top1 6.250 top5 0.000 | Epoch: [76][433/553] Time 2.458 Data 0.001 Err 0.1448 top1 4.688 top5 0.781 | Epoch: [76][434/553] Time 2.431 Data 0.001 Err 0.1633 top1 3.125 top5 0.781 | Epoch: [76][435/553] Time 2.438 Data 0.004 Err 0.2253 top1 6.250 top5 0.781 | Epoch: [76][436/553] Time 2.485 Data 0.001 Err 0.3718 top1 10.156 top5 4.688 | Epoch: [76][437/553] Time 2.446 Data 0.001 Err 0.1725 top1 5.469 top5 0.000 | Epoch: [76][438/553] Time 2.450 Data 0.001 Err 0.1898 top1 6.250 top5 1.562 | Epoch: [76][439/553] Time 2.438 Data 0.001 Err 0.2481 top1 6.250 top5 2.344 | Epoch: [76][440/553] Time 2.453 Data 0.001 Err 0.3741 top1 9.375 top5 3.125 | Epoch: [76][441/553] Time 2.443 Data 0.001 Err 0.3268 top1 7.812 top5 2.344 | Epoch: [76][442/553] Time 2.475 Data 0.001 Err 0.3648 top1 7.812 top5 3.906 | Epoch: [76][443/553] Time 2.534 Data 0.000 Err 0.3133 top1 9.375 top5 0.781 | Epoch: [76][444/553] Time 2.448 Data 0.001 Err 0.3772 top1 8.594 top5 3.125 | Epoch: [76][445/553] Time 2.449 Data 0.001 Err 0.2419 top1 6.250 top5 2.344 | Epoch: [76][446/553] Time 2.445 Data 0.001 Err 0.1520 top1 2.344 top5 0.000 | Epoch: [76][447/553] Time 2.471 Data 0.001 Err 0.2338 top1 6.250 top5 1.562 | Epoch: [76][448/553] Time 2.499 Data 0.001 Err 0.2800 top1 6.250 top5 2.344 | Epoch: [76][449/553] Time 2.463 Data 0.001 Err 0.3061 top1 9.375 top5 2.344 | Epoch: [76][450/553] Time 2.493 Data 0.001 Err 0.2830 top1 6.250 top5 2.344 | Epoch: [76][451/553] Time 2.487 Data 0.001 Err 0.2223 top1 5.469 top5 2.344 | Epoch: [76][452/553] Time 2.476 Data 0.001 Err 0.1876 top1 4.688 top5 0.781 | Epoch: [76][453/553] Time 2.435 Data 0.001 Err 0.2945 top1 7.031 top5 2.344 | Epoch: [76][454/553] Time 2.446 Data 0.001 Err 0.2448 top1 5.469 top5 2.344 | Epoch: [76][455/553] Time 2.438 Data 0.001 Err 0.3631 top1 11.719 top5 1.562 | Epoch: [76][456/553] Time 2.438 Data 0.001 Err 0.3009 top1 7.812 top5 2.344 | Epoch: [76][457/553] Time 2.440 Data 0.001 Err 0.1178 top1 0.781 top5 0.000 | Epoch: [76][458/553] Time 2.448 Data 0.001 Err 0.2786 top1 9.375 top5 3.906 | Epoch: [76][459/553] Time 2.442 Data 0.001 Err 0.2968 top1 10.156 top5 0.781 | Epoch: [76][460/553] Time 2.475 Data 0.001 Err 0.1840 top1 4.688 top5 1.562 | Epoch: [76][461/553] Time 2.447 Data 0.001 Err 0.2787 top1 7.031 top5 3.125 | Epoch: [76][462/553] Time 2.531 Data 0.001 Err 0.2927 top1 4.688 top5 2.344 | Epoch: [76][463/553] Time 2.446 Data 0.001 Err 0.3195 top1 10.156 top5 1.562 | Epoch: [76][464/553] Time 2.464 Data 0.001 Err 0.1208 top1 2.344 top5 0.000 | Epoch: [76][465/553] Time 2.481 Data 0.001 Err 0.2113 top1 4.688 top5 3.125 | Epoch: [76][466/553] Time 2.435 Data 0.001 Err 0.2487 top1 8.594 top5 0.781 | Epoch: [76][467/553] Time 2.507 Data 0.001 Err 0.1207 top1 1.562 top5 0.000 | Epoch: [76][468/553] Time 2.477 Data 0.000 Err 0.3473 top1 7.812 top5 2.344 | Epoch: [76][469/553] Time 2.449 Data 0.001 Err 0.2438 top1 6.250 top5 1.562 | Epoch: [76][470/553] Time 2.451 Data 0.001 Err 0.2033 top1 4.688 top5 1.562 | Epoch: [76][471/553] Time 2.451 Data 0.001 Err 0.3517 top1 10.938 top5 4.688 | Epoch: [76][472/553] Time 2.483 Data 0.001 Err 0.2801 top1 7.812 top5 2.344 | Epoch: [76][473/553] Time 2.467 Data 0.002 Err 0.4824 top1 13.281 top5 3.906 | Epoch: [76][474/553] Time 2.454 Data 0.001 Err 0.1858 top1 4.688 top5 0.000 | Epoch: [76][475/553] Time 2.488 Data 0.001 Err 0.5377 top1 12.500 top5 5.469 | Epoch: [76][476/553] Time 2.448 Data 0.000 Err 0.2783 top1 7.812 top5 3.906 | Epoch: [76][477/553] Time 2.454 Data 0.001 Err 0.2928 top1 7.031 top5 3.125 | Epoch: [76][478/553] Time 2.465 Data 0.001 Err 0.2926 top1 7.812 top5 2.344 | Epoch: [76][479/553] Time 2.471 Data 0.001 Err 0.3319 top1 7.812 top5 3.906 | Epoch: [76][480/553] Time 2.436 Data 0.001 Err 0.2937 top1 10.938 top5 2.344 | Epoch: [76][481/553] Time 2.450 Data 0.001 Err 0.1739 top1 2.344 top5 0.000 | Epoch: [76][482/553] Time 2.522 Data 0.001 Err 0.2538 top1 8.594 top5 1.562 | Epoch: [76][483/553] Time 2.469 Data 0.001 Err 0.3150 top1 6.250 top5 3.906 | Epoch: [76][484/553] Time 2.496 Data 0.001 Err 0.3073 top1 7.812 top5 2.344 | Epoch: [76][485/553] Time 2.459 Data 0.001 Err 0.4194 top1 7.812 top5 3.906 | Epoch: [76][486/553] Time 2.491 Data 0.000 Err 0.2612 top1 6.250 top5 0.781 | Epoch: [76][487/553] Time 2.476 Data 0.001 Err 0.2697 top1 9.375 top5 2.344 | Epoch: [76][488/553] Time 2.492 Data 0.001 Err 0.1693 top1 6.250 top5 0.781 | Epoch: [76][489/553] Time 2.437 Data 0.001 Err 0.1757 top1 3.906 top5 2.344 | Epoch: [76][490/553] Time 2.481 Data 0.001 Err 0.2237 top1 5.469 top5 1.562 | Epoch: [76][491/553] Time 2.441 Data 0.001 Err 0.3133 top1 9.375 top5 3.125 | Epoch: [76][492/553] Time 2.459 Data 0.003 Err 0.2032 top1 3.125 top5 0.781 | Epoch: [76][493/553] Time 2.440 Data 0.001 Err 0.2771 top1 10.938 top5 0.781 | Epoch: [76][494/553] Time 2.431 Data 0.001 Err 0.3845 top1 8.594 top5 7.031 | Epoch: [76][495/553] Time 2.435 Data 0.001 Err 0.1695 top1 3.906 top5 1.562 | Epoch: [76][496/553] Time 2.476 Data 0.001 Err 0.1382 top1 3.906 top5 0.000 | Epoch: [76][497/553] Time 2.492 Data 0.001 Err 0.2303 top1 5.469 top5 2.344 | Epoch: [76][498/553] Time 2.454 Data 0.001 Err 0.2606 top1 8.594 top5 0.781 | Epoch: [76][499/553] Time 2.450 Data 0.000 Err 0.1417 top1 3.906 top5 0.781 | Epoch: [76][500/553] Time 2.442 Data 0.001 Err 0.2216 top1 3.906 top5 0.781 | Epoch: [76][501/553] Time 2.440 Data 0.001 Err 0.2428 top1 7.812 top5 2.344 | Epoch: [76][502/553] Time 2.455 Data 0.001 Err 0.2292 top1 5.469 top5 1.562 | Epoch: [76][503/553] Time 2.489 Data 0.001 Err 0.1170 top1 4.688 top5 0.000 | Epoch: [76][504/553] Time 2.475 Data 0.001 Err 0.2478 top1 6.250 top5 2.344 | Epoch: [76][505/553] Time 2.478 Data 0.001 Err 0.3766 top1 9.375 top5 5.469 | Epoch: [76][506/553] Time 2.520 Data 0.000 Err 0.2053 top1 4.688 top5 1.562 | Epoch: [76][507/553] Time 2.492 Data 0.001 Err 0.3550 top1 11.719 top5 2.344 | Epoch: [76][508/553] Time 2.435 Data 0.001 Err 0.4740 top1 11.719 top5 4.688 | Epoch: [76][509/553] Time 2.448 Data 0.001 Err 0.2743 top1 7.812 top5 1.562 | Epoch: [76][510/553] Time 2.441 Data 0.001 Err 0.2073 top1 6.250 top5 0.781 | Epoch: [76][511/553] Time 2.474 Data 0.006 Err 0.3099 top1 5.469 top5 3.906 | Epoch: [76][512/553] Time 2.488 Data 0.001 Err 0.1647 top1 4.688 top5 0.781 | Epoch: [76][513/553] Time 2.469 Data 0.001 Err 0.1435 top1 3.125 top5 0.781 | Epoch: [76][514/553] Time 2.451 Data 0.001 Err 0.2348 top1 7.031 top5 2.344 | Epoch: [76][515/553] Time 2.469 Data 0.001 Err 0.2285 top1 7.031 top5 1.562 | Epoch: [76][516/553] Time 2.449 Data 0.001 Err 0.2775 top1 7.031 top5 2.344 | Epoch: [76][517/553] Time 2.441 Data 0.001 Err 0.1086 top1 4.688 top5 0.000 | Epoch: [76][518/553] Time 2.449 Data 0.001 Err 0.1904 top1 6.250 top5 1.562 | Epoch: [76][519/553] Time 2.525 Data 0.001 Err 0.2301 top1 6.250 top5 1.562 | Epoch: [76][520/553] Time 2.485 Data 0.001 Err 0.2269 top1 7.031 top5 1.562 | Epoch: [76][521/553] Time 2.470 Data 0.001 Err 0.2123 top1 4.688 top5 0.781 | Epoch: [76][522/553] Time 2.450 Data 0.001 Err 0.1308 top1 4.688 top5 0.781 | Epoch: [76][523/553] Time 2.473 Data 0.001 Err 0.3837 top1 7.031 top5 1.562 | Epoch: [76][524/553] Time 2.452 Data 0.001 Err 0.2165 top1 6.250 top5 0.781 | Epoch: [76][525/553] Time 2.513 Data 0.001 Err 0.1836 top1 5.469 top5 1.562 | Epoch: [76][526/553] Time 2.486 Data 0.001 Err 0.2293 top1 9.375 top5 0.781 | Epoch: [76][527/553] Time 2.481 Data 0.001 Err 0.2571 top1 4.688 top5 3.906 | Epoch: [76][528/553] Time 2.442 Data 0.001 Err 0.2469 top1 4.688 top5 1.562 | Epoch: [76][529/553] Time 2.449 Data 0.001 Err 0.3935 top1 10.156 top5 3.906 | Epoch: [76][530/553] Time 2.483 Data 0.002 Err 0.2433 top1 7.031 top5 2.344 | Epoch: [76][531/553] Time 2.463 Data 0.001 Err 0.1929 top1 7.031 top5 1.562 | Epoch: [76][532/553] Time 2.477 Data 0.001 Err 0.3968 top1 11.719 top5 4.688 | Epoch: [76][533/553] Time 2.441 Data 0.001 Err 0.2484 top1 6.250 top5 1.562 | Epoch: [76][534/553] Time 2.446 Data 0.001 Err 0.1727 top1 6.250 top5 0.000 | Epoch: [76][535/553] Time 2.446 Data 0.000 Err 0.1820 top1 3.125 top5 0.000 | Epoch: [76][536/553] Time 2.470 Data 0.001 Err 0.1934 top1 4.688 top5 0.000 | Epoch: [76][537/553] Time 2.450 Data 0.001 Err 0.2595 top1 7.031 top5 1.562 | Epoch: [76][538/553] Time 2.445 Data 0.001 Err 0.2046 top1 5.469 top5 1.562 | Epoch: [76][539/553] Time 2.449 Data 0.001 Err 0.2852 top1 6.250 top5 2.344 | Epoch: [76][540/553] Time 2.476 Data 0.001 Err 0.1545 top1 4.688 top5 0.781 | Epoch: [76][541/553] Time 2.467 Data 0.000 Err 0.2468 top1 7.031 top5 0.781 | Epoch: [76][542/553] Time 2.492 Data 0.000 Err 0.2688 top1 7.031 top5 1.562 | Epoch: [76][543/553] Time 2.474 Data 0.000 Err 0.1508 top1 2.344 top5 1.562 | Epoch: [76][544/553] Time 2.439 Data 0.000 Err 0.2404 top1 6.250 top5 3.125 | Epoch: [76][545/553] Time 2.481 Data 0.000 Err 0.3930 top1 8.594 top5 3.906 | Epoch: [76][546/553] Time 2.433 Data 0.000 Err 0.3425 top1 9.375 top5 1.562 | Epoch: [76][547/553] Time 2.438 Data 0.000 Err 0.2410 top1 7.031 top5 1.562 | Epoch: [76][548/553] Time 2.445 Data 0.001 Err 0.1848 top1 4.688 top5 1.562 | Epoch: [76][549/553] Time 2.440 Data 0.000 Err 0.2569 top1 7.031 top5 2.344 | Epoch: [76][550/553] Time 2.441 Data 0.000 Err 0.3423 top1 7.812 top5 3.125 | Epoch: [76][551/553] Time 2.457 Data 0.000 Err 0.2333 top1 4.688 top5 2.344 | Epoch: [76][552/553] Time 2.439 Data 0.000 Err 0.1226 top1 3.125 top5 0.781 | Epoch: [76][553/553] Time 1.030 Data 0.000 Err 0.6379 top1 15.909 top5 2.273 | Test: [76][1/198] Time 2.378 Data 1.660 top1 14.062 ( 14.062) top5 2.344 ( 2.344) | Test: [76][2/198] Time 0.723 Data 0.001 top1 14.062 ( 14.062) top5 3.125 ( 2.734) | Test: [76][3/198] Time 0.732 Data 0.002 top1 7.812 ( 11.979) top5 1.562 ( 2.344) | Test: [76][4/198] Time 0.718 Data 0.001 top1 14.844 ( 12.695) top5 3.125 ( 2.539) | Test: [76][5/198] Time 0.730 Data 0.001 top1 14.062 ( 12.969) top5 7.031 ( 3.438) | Test: [76][6/198] Time 0.741 Data 0.000 top1 10.938 ( 12.630) top5 3.906 ( 3.516) | Test: [76][7/198] Time 0.766 Data 0.001 top1 10.938 ( 12.388) top5 1.562 ( 3.237) | Test: [76][8/198] Time 0.766 Data 0.001 top1 17.188 ( 12.988) top5 3.125 ( 3.223) | Test: [76][9/198] Time 0.726 Data 0.001 top1 17.188 ( 13.455) top5 2.344 ( 3.125) | Test: [76][10/198] Time 0.726 Data 0.000 top1 10.938 ( 13.203) top5 1.562 ( 2.969) | Test: [76][11/198] Time 0.717 Data 0.000 top1 10.938 ( 12.997) top5 1.562 ( 2.841) | Test: [76][12/198] Time 0.715 Data 0.000 top1 10.156 ( 12.760) top5 3.125 ( 2.865) | Test: [76][13/198] Time 0.721 Data 0.000 top1 8.594 ( 12.440) top5 1.562 ( 2.764) | Test: [76][14/198] Time 0.724 Data 0.000 top1 13.281 ( 12.500) top5 0.781 ( 2.623) | Test: [76][15/198] Time 0.727 Data 0.002 top1 9.375 ( 12.292) top5 3.125 ( 2.656) | Test: [76][16/198] Time 0.718 Data 0.001 top1 9.375 ( 12.109) top5 1.562 ( 2.588) | Test: [76][17/198] Time 0.720 Data 0.000 top1 8.594 ( 11.903) top5 0.000 ( 2.436) | Test: [76][18/198] Time 0.781 Data 0.001 top1 10.156 ( 11.806) top5 2.344 ( 2.431) | Test: [76][19/198] Time 0.738 Data 0.001 top1 5.469 ( 11.472) top5 0.000 ( 2.303) | Test: [76][20/198] Time 0.801 Data 0.001 top1 17.969 ( 11.797) top5 4.688 ( 2.422) | Test: [76][21/198] Time 0.801 Data 0.001 top1 13.281 ( 11.868) top5 3.125 ( 2.455) | Test: [76][22/198] Time 0.764 Data 0.001 top1 10.938 ( 11.825) top5 0.781 ( 2.379) | Test: [76][23/198] Time 0.734 Data 0.000 top1 11.719 ( 11.821) top5 2.344 ( 2.378) | Test: [76][24/198] Time 0.725 Data 0.002 top1 10.938 ( 11.784) top5 2.344 ( 2.376) | Test: [76][25/198] Time 0.723 Data 0.000 top1 10.938 ( 11.750) top5 3.906 ( 2.438) | Test: [76][26/198] Time 0.717 Data 0.003 top1 10.156 ( 11.689) top5 2.344 ( 2.434) | Test: [76][27/198] Time 0.732 Data 0.001 top1 13.281 ( 11.748) top5 4.688 ( 2.517) | Test: [76][28/198] Time 0.795 Data 0.000 top1 13.281 ( 11.802) top5 1.562 ( 2.483) | Test: [76][29/198] Time 0.741 Data 0.001 top1 7.031 ( 11.638) top5 1.562 ( 2.452) | Test: [76][30/198] Time 0.724 Data 0.001 top1 17.969 ( 11.849) top5 3.906 ( 2.500) | Test: [76][31/198] Time 0.747 Data 0.001 top1 14.062 ( 11.920) top5 4.688 ( 2.571) | Test: [76][32/198] Time 0.741 Data 0.001 top1 10.938 ( 11.890) top5 1.562 ( 2.539) | Test: [76][33/198] Time 0.712 Data 0.001 top1 7.812 ( 11.766) top5 1.562 ( 2.509) | Test: [76][34/198] Time 0.725 Data 0.001 top1 10.938 ( 11.742) top5 2.344 ( 2.505) | Test: [76][35/198] Time 0.716 Data 0.001 top1 14.062 ( 11.808) top5 1.562 ( 2.478) | Test: [76][36/198] Time 0.721 Data 0.000 top1 14.844 ( 11.892) top5 1.562 ( 2.452) | Test: [76][37/198] Time 0.720 Data 0.000 top1 13.281 ( 11.930) top5 4.688 ( 2.513) | Test: [76][38/198] Time 0.712 Data 0.001 top1 16.406 ( 12.048) top5 2.344 ( 2.508) | Test: [76][39/198] Time 0.716 Data 0.000 top1 15.625 ( 12.139) top5 4.688 ( 2.564) | Test: [76][40/198] Time 0.724 Data 0.001 top1 15.625 ( 12.227) top5 4.688 ( 2.617) | Test: [76][41/198] Time 0.727 Data 0.001 top1 10.938 ( 12.195) top5 1.562 ( 2.591) | Test: [76][42/198] Time 0.751 Data 0.001 top1 10.938 ( 12.165) top5 3.906 ( 2.623) | Test: [76][43/198] Time 0.782 Data 0.000 top1 11.719 ( 12.155) top5 3.125 ( 2.634) | Test: [76][44/198] Time 0.792 Data 0.000 top1 12.500 ( 12.163) top5 3.125 ( 2.646) | Test: [76][45/198] Time 0.747 Data 0.000 top1 14.062 ( 12.205) top5 3.906 ( 2.674) | Test: [76][46/198] Time 0.747 Data 0.000 top1 12.500 ( 12.211) top5 2.344 ( 2.666) | Test: [76][47/198] Time 0.726 Data 0.000 top1 14.062 ( 12.251) top5 3.125 ( 2.676) | Test: [76][48/198] Time 0.720 Data 0.001 top1 7.031 ( 12.142) top5 1.562 ( 2.653) | Test: [76][49/198] Time 0.720 Data 0.001 top1 10.156 ( 12.101) top5 1.562 ( 2.631) | Test: [76][50/198] Time 0.823 Data 0.001 top1 10.938 ( 12.078) top5 1.562 ( 2.609) | Test: [76][51/198] Time 0.838 Data 0.005 top1 17.969 ( 12.194) top5 4.688 ( 2.650) | Test: [76][52/198] Time 0.841 Data 0.001 top1 14.062 ( 12.230) top5 3.125 ( 2.659) | Test: [76][53/198] Time 0.812 Data 0.001 top1 14.062 ( 12.264) top5 0.781 ( 2.624) | Test: [76][54/198] Time 0.830 Data 0.000 top1 9.375 ( 12.211) top5 2.344 ( 2.619) | Test: [76][55/198] Time 0.770 Data 0.001 top1 9.375 ( 12.159) top5 2.344 ( 2.614) | Test: [76][56/198] Time 0.773 Data 0.001 top1 15.625 ( 12.221) top5 2.344 ( 2.609) | Test: [76][57/198] Time 0.721 Data 0.001 top1 14.844 ( 12.267) top5 3.125 ( 2.618) | Test: [76][58/198] Time 0.744 Data 0.000 top1 9.375 ( 12.217) top5 1.562 ( 2.600) | Test: [76][59/198] Time 0.735 Data 0.017 top1 12.500 ( 12.222) top5 3.906 ( 2.622) | Test: [76][60/198] Time 0.739 Data 0.000 top1 10.156 ( 12.188) top5 2.344 ( 2.617) | Test: [76][61/198] Time 0.719 Data 0.001 top1 10.156 ( 12.154) top5 0.781 ( 2.587) | Test: [76][62/198] Time 0.717 Data 0.001 top1 14.062 ( 12.185) top5 1.562 ( 2.571) | Test: [76][63/198] Time 0.732 Data 0.001 top1 14.062 ( 12.215) top5 2.344 ( 2.567) | Test: [76][64/198] Time 0.716 Data 0.001 top1 10.938 ( 12.195) top5 3.125 ( 2.576) | Test: [76][65/198] Time 0.725 Data 0.001 top1 15.625 ( 12.248) top5 3.125 ( 2.584) | Test: [76][66/198] Time 0.720 Data 0.000 top1 9.375 ( 12.204) top5 2.344 ( 2.580) | Test: [76][67/198] Time 0.719 Data 0.000 top1 12.500 ( 12.208) top5 1.562 ( 2.565) | Test: [76][68/198] Time 0.720 Data 0.001 top1 11.719 ( 12.201) top5 2.344 ( 2.562) | Test: [76][69/198] Time 0.716 Data 0.000 top1 11.719 ( 12.194) top5 3.906 ( 2.582) | Test: [76][70/198] Time 0.723 Data 0.001 top1 13.281 ( 12.210) top5 3.906 ( 2.600) | Test: [76][71/198] Time 0.720 Data 0.001 top1 12.500 ( 12.214) top5 0.000 ( 2.564) | Test: [76][72/198] Time 0.738 Data 0.000 top1 13.281 ( 12.229) top5 3.906 ( 2.582) | Test: [76][73/198] Time 0.756 Data 0.001 top1 10.938 ( 12.211) top5 0.781 ( 2.558) | Test: [76][74/198] Time 0.767 Data 0.000 top1 11.719 ( 12.204) top5 3.125 ( 2.565) | Test: [76][75/198] Time 0.777 Data 0.001 top1 13.281 ( 12.219) top5 2.344 ( 2.562) | Test: [76][76/198] Time 0.793 Data 0.001 top1 12.500 ( 12.222) top5 4.688 ( 2.590) | Test: [76][77/198] Time 0.729 Data 0.001 top1 12.500 ( 12.226) top5 5.469 ( 2.628) | Test: [76][78/198] Time 0.746 Data 0.000 top1 10.938 ( 12.210) top5 2.344 ( 2.624) | Test: [76][79/198] Time 0.719 Data 0.001 top1 10.156 ( 12.184) top5 2.344 ( 2.621) | Test: [76][80/198] Time 0.716 Data 0.000 top1 7.031 ( 12.119) top5 1.562 ( 2.607) | Test: [76][81/198] Time 0.751 Data 0.001 top1 9.375 ( 12.085) top5 0.781 ( 2.585) | Test: [76][82/198] Time 0.810 Data 0.002 top1 15.625 ( 12.128) top5 2.344 ( 2.582) | Test: [76][83/198] Time 0.729 Data 0.001 top1 15.625 ( 12.171) top5 1.562 ( 2.570) | Test: [76][84/198] Time 0.817 Data 0.001 top1 7.031 ( 12.109) top5 2.344 ( 2.567) | Test: [76][85/198] Time 0.789 Data 0.001 top1 17.969 ( 12.178) top5 1.562 ( 2.555) | Test: [76][86/198] Time 0.775 Data 0.000 top1 16.406 ( 12.227) top5 5.469 ( 2.589) | Test: [76][87/198] Time 0.733 Data 0.004 top1 13.281 ( 12.240) top5 2.344 ( 2.586) | Test: [76][88/198] Time 0.735 Data 0.001 top1 18.750 ( 12.314) top5 2.344 ( 2.583) | Test: [76][89/198] Time 0.729 Data 0.005 top1 12.500 ( 12.316) top5 3.125 ( 2.590) | Test: [76][90/198] Time 0.715 Data 0.000 top1 12.500 ( 12.318) top5 2.344 ( 2.587) | Test: [76][91/198] Time 0.723 Data 0.000 top1 11.719 ( 12.311) top5 4.688 ( 2.610) | Test: [76][92/198] Time 0.715 Data 0.002 top1 14.062 ( 12.330) top5 2.344 ( 2.607) | Test: [76][93/198] Time 0.718 Data 0.001 top1 13.281 ( 12.340) top5 1.562 ( 2.596) | Test: [76][94/198] Time 0.724 Data 0.001 top1 5.469 ( 12.267) top5 0.000 ( 2.568) | Test: [76][95/198] Time 0.716 Data 0.001 top1 11.719 ( 12.262) top5 1.562 ( 2.558) | Test: [76][96/198] Time 0.714 Data 0.001 top1 10.938 ( 12.248) top5 1.562 ( 2.547) | Test: [76][97/198] Time 0.715 Data 0.000 top1 8.594 ( 12.210) top5 2.344 ( 2.545) | Test: [76][98/198] Time 0.718 Data 0.000 top1 14.062 ( 12.229) top5 2.344 ( 2.543) | Test: [76][99/198] Time 0.715 Data 0.001 top1 14.844 ( 12.255) top5 2.344 ( 2.541) | Test: [76][100/198] Time 0.723 Data 0.000 top1 14.062 ( 12.273) top5 3.125 ( 2.547) | Test: [76][101/198] Time 0.794 Data 0.000 top1 13.281 ( 12.283) top5 0.781 ( 2.529) | Test: [76][102/198] Time 0.731 Data 0.001 top1 13.281 ( 12.293) top5 0.781 ( 2.512) | Test: [76][103/198] Time 0.732 Data 0.001 top1 9.375 ( 12.265) top5 3.125 ( 2.518) | Test: [76][104/198] Time 0.815 Data 0.001 top1 14.062 ( 12.282) top5 1.562 ( 2.509) | Test: [76][105/198] Time 0.732 Data 0.001 top1 15.625 ( 12.314) top5 4.688 ( 2.530) | Test: [76][106/198] Time 0.737 Data 0.001 top1 12.500 ( 12.316) top5 3.906 ( 2.543) | Test: [76][107/198] Time 0.747 Data 0.001 top1 10.938 ( 12.303) top5 1.562 ( 2.534) | Test: [76][108/198] Time 0.731 Data 0.000 top1 17.188 ( 12.348) top5 3.125 ( 2.539) | Test: [76][109/198] Time 0.720 Data 0.001 top1 14.062 ( 12.364) top5 4.688 ( 2.559) | Test: [76][110/198] Time 0.715 Data 0.000 top1 14.844 ( 12.386) top5 3.906 ( 2.571) | Test: [76][111/198] Time 0.718 Data 0.001 top1 10.938 ( 12.373) top5 1.562 ( 2.562) | Test: [76][112/198] Time 0.824 Data 0.001 top1 4.688 ( 12.305) top5 1.562 ( 2.553) | Test: [76][113/198] Time 0.812 Data 0.001 top1 13.281 ( 12.313) top5 2.344 ( 2.551) | Test: [76][114/198] Time 0.844 Data 0.001 top1 10.938 ( 12.301) top5 0.781 ( 2.536) | Test: [76][115/198] Time 0.851 Data 0.001 top1 11.719 ( 12.296) top5 2.344 ( 2.534) | Test: [76][116/198] Time 0.771 Data 0.000 top1 8.594 ( 12.264) top5 3.125 ( 2.539) | Test: [76][117/198] Time 0.726 Data 0.000 top1 10.156 ( 12.246) top5 4.688 ( 2.557) | Test: [76][118/198] Time 0.727 Data 0.001 top1 14.844 ( 12.268) top5 3.906 ( 2.569) | Test: [76][119/198] Time 0.718 Data 0.000 top1 11.719 ( 12.264) top5 0.781 ( 2.554) | Test: [76][120/198] Time 0.715 Data 0.001 top1 10.156 ( 12.246) top5 2.344 ( 2.552) | Test: [76][121/198] Time 0.722 Data 0.001 top1 10.156 ( 12.229) top5 3.125 ( 2.557) | Test: [76][122/198] Time 0.716 Data 0.001 top1 14.062 ( 12.244) top5 1.562 ( 2.549) | Test: [76][123/198] Time 0.716 Data 0.001 top1 18.750 ( 12.297) top5 1.562 ( 2.541) | Test: [76][124/198] Time 0.712 Data 0.001 top1 11.719 ( 12.292) top5 3.125 ( 2.545) | Test: [76][125/198] Time 0.715 Data 0.001 top1 8.594 ( 12.262) top5 2.344 ( 2.544) | Test: [76][126/198] Time 0.726 Data 0.001 top1 6.250 ( 12.215) top5 2.344 ( 2.542) | Test: [76][127/198] Time 0.725 Data 0.001 top1 10.938 ( 12.205) top5 1.562 ( 2.534) | Test: [76][128/198] Time 0.728 Data 0.001 top1 10.938 ( 12.195) top5 2.344 ( 2.533) | Test: [76][129/198] Time 0.728 Data 0.000 top1 11.719 ( 12.191) top5 1.562 ( 2.525) | Test: [76][130/198] Time 0.730 Data 0.000 top1 15.625 ( 12.218) top5 3.906 ( 2.536) | Test: [76][131/198] Time 0.727 Data 0.000 top1 13.281 ( 12.226) top5 3.906 ( 2.547) | Test: [76][132/198] Time 0.717 Data 0.001 top1 7.812 ( 12.192) top5 0.781 ( 2.533) | Test: [76][133/198] Time 0.715 Data 0.001 top1 19.531 ( 12.247) top5 7.031 ( 2.567) | Test: [76][134/198] Time 0.716 Data 0.001 top1 15.625 ( 12.273) top5 3.125 ( 2.571) | Test: [76][135/198] Time 0.729 Data 0.001 top1 16.406 ( 12.303) top5 4.688 ( 2.587) | Test: [76][136/198] Time 0.716 Data 0.000 top1 15.625 ( 12.328) top5 1.562 ( 2.579) | Test: [76][137/198] Time 0.823 Data 0.000 top1 14.062 ( 12.340) top5 0.000 ( 2.560) | Test: [76][138/198] Time 0.809 Data 0.001 top1 12.500 ( 12.341) top5 1.562 ( 2.553) | Test: [76][139/198] Time 0.812 Data 0.001 top1 12.500 ( 12.343) top5 4.688 ( 2.569) | Test: [76][140/198] Time 0.842 Data 0.001 top1 13.281 ( 12.349) top5 2.344 ( 2.567) | Test: [76][141/198] Time 0.835 Data 0.000 top1 10.938 ( 12.339) top5 2.344 ( 2.565) | Test: [76][142/198] Time 0.788 Data 0.001 top1 13.281 ( 12.346) top5 2.344 ( 2.564) | Test: [76][143/198] Time 0.795 Data 0.000 top1 16.406 ( 12.374) top5 1.562 ( 2.557) | Test: [76][144/198] Time 0.729 Data 0.001 top1 10.156 ( 12.359) top5 2.344 ( 2.555) | Test: [76][145/198] Time 0.716 Data 0.000 top1 9.375 ( 12.338) top5 3.125 ( 2.559) | Test: [76][146/198] Time 0.716 Data 0.000 top1 8.594 ( 12.313) top5 0.781 ( 2.547) | Test: [76][147/198] Time 0.717 Data 0.001 top1 13.281 ( 12.319) top5 0.781 ( 2.535) | Test: [76][148/198] Time 0.713 Data 0.001 top1 9.375 ( 12.299) top5 2.344 ( 2.534) | Test: [76][149/198] Time 0.721 Data 0.001 top1 11.719 ( 12.296) top5 1.562 ( 2.527) | Test: [76][150/198] Time 0.728 Data 0.001 top1 11.719 ( 12.292) top5 2.344 ( 2.526) | Test: [76][151/198] Time 0.720 Data 0.000 top1 7.812 ( 12.262) top5 0.000 ( 2.509) | Test: [76][152/198] Time 0.724 Data 0.000 top1 10.156 ( 12.248) top5 1.562 ( 2.503) | Test: [76][153/198] Time 0.724 Data 0.000 top1 14.062 ( 12.260) top5 1.562 ( 2.497) | Test: [76][154/198] Time 0.719 Data 0.000 top1 11.719 ( 12.256) top5 2.344 ( 2.496) | Test: [76][155/198] Time 0.716 Data 0.000 top1 12.500 ( 12.258) top5 3.125 ( 2.500) | Test: [76][156/198] Time 0.716 Data 0.001 top1 12.500 ( 12.260) top5 3.906 ( 2.509) | Test: [76][157/198] Time 0.715 Data 0.001 top1 12.500 ( 12.261) top5 3.906 ( 2.518) | Test: [76][158/198] Time 0.732 Data 0.001 top1 11.719 ( 12.258) top5 2.344 ( 2.517) | Test: [76][159/198] Time 0.724 Data 0.001 top1 10.938 ( 12.249) top5 0.781 ( 2.506) | Test: [76][160/198] Time 0.804 Data 0.001 top1 11.719 ( 12.246) top5 2.344 ( 2.505) | Test: [76][161/198] Time 0.814 Data 0.000 top1 7.812 ( 12.219) top5 3.125 ( 2.509) | Test: [76][162/198] Time 0.810 Data 0.000 top1 11.719 ( 12.215) top5 0.000 ( 2.493) | Test: [76][163/198] Time 0.717 Data 0.001 top1 10.938 ( 12.208) top5 1.562 ( 2.488) | Test: [76][164/198] Time 0.727 Data 0.001 top1 15.625 ( 12.228) top5 2.344 ( 2.487) | Test: [76][165/198] Time 0.716 Data 0.001 top1 14.062 ( 12.240) top5 3.906 ( 2.495) | Test: [76][166/198] Time 0.728 Data 0.000 top1 8.594 ( 12.218) top5 2.344 ( 2.494) | Test: [76][167/198] Time 0.804 Data 0.003 top1 11.719 ( 12.215) top5 3.125 ( 2.498) | Test: [76][168/198] Time 0.833 Data 0.001 top1 11.719 ( 12.212) top5 1.562 ( 2.493) | Test: [76][169/198] Time 0.824 Data 0.001 top1 16.406 ( 12.237) top5 6.250 ( 2.515) | Test: [76][170/198] Time 0.848 Data 0.000 top1 16.406 ( 12.261) top5 1.562 ( 2.509) | Test: [76][171/198] Time 0.768 Data 0.000 top1 8.594 ( 12.240) top5 3.125 ( 2.513) | Test: [76][172/198] Time 0.777 Data 0.000 top1 14.062 ( 12.250) top5 3.125 ( 2.516) | Test: [76][173/198] Time 0.779 Data 0.001 top1 12.500 ( 12.252) top5 0.781 ( 2.506) | Test: [76][174/198] Time 0.719 Data 0.000 top1 12.500 ( 12.253) top5 3.125 ( 2.510) | Test: [76][175/198] Time 0.708 Data 0.000 top1 19.531 ( 12.295) top5 3.125 ( 2.513) | Test: [76][176/198] Time 0.716 Data 0.000 top1 15.625 ( 12.314) top5 4.688 ( 2.526) | Test: [76][177/198] Time 0.712 Data 0.001 top1 10.156 ( 12.301) top5 4.688 ( 2.538) | Test: [76][178/198] Time 0.720 Data 0.001 top1 14.844 ( 12.316) top5 3.906 ( 2.546) | Test: [76][179/198] Time 0.721 Data 0.001 top1 10.156 ( 12.304) top5 2.344 ( 2.545) | Test: [76][180/198] Time 0.717 Data 0.001 top1 10.156 ( 12.292) top5 2.344 ( 2.543) | Test: [76][181/198] Time 0.719 Data 0.001 top1 14.062 ( 12.301) top5 3.125 ( 2.547) | Test: [76][182/198] Time 0.717 Data 0.001 top1 16.406 ( 12.324) top5 3.906 ( 2.554) | Test: [76][183/198] Time 0.720 Data 0.001 top1 17.969 ( 12.355) top5 4.688 ( 2.566) | Test: [76][184/198] Time 0.721 Data 0.001 top1 11.719 ( 12.351) top5 1.562 ( 2.560) | Test: [76][185/198] Time 0.726 Data 0.000 top1 17.188 ( 12.378) top5 3.906 ( 2.568) | Test: [76][186/198] Time 0.724 Data 0.000 top1 14.062 ( 12.387) top5 1.562 ( 2.562) | Test: [76][187/198] Time 0.718 Data 0.001 top1 11.719 ( 12.383) top5 0.781 ( 2.553) | Test: [76][188/198] Time 0.717 Data 0.000 top1 11.719 ( 12.379) top5 3.906 ( 2.560) | Test: [76][189/198] Time 0.718 Data 0.000 top1 9.375 ( 12.364) top5 1.562 ( 2.555) | Test: [76][190/198] Time 0.714 Data 0.000 top1 14.062 ( 12.373) top5 2.344 ( 2.553) | Test: [76][191/198] Time 0.734 Data 0.004 top1 10.938 ( 12.365) top5 3.906 ( 2.561) | Test: [76][192/198] Time 0.729 Data 0.000 top1 12.500 ( 12.366) top5 1.562 ( 2.555) | Test: [76][193/198] Time 0.723 Data 0.000 top1 7.031 ( 12.338) top5 0.781 ( 2.546) | Test: [76][194/198] Time 0.725 Data 0.000 top1 11.719 ( 12.335) top5 0.000 ( 2.533) | Test: [76][195/198] Time 0.736 Data 0.000 top1 15.625 ( 12.352) top5 3.906 ( 2.540) | Test: [76][196/198] Time 0.729 Data 0.000 top1 12.500 ( 12.353) top5 1.562 ( 2.535) | Test: [76][197/198] Time 0.264 Data 0.000 top1 23.529 ( 12.409) top5 2.941 ( 2.537) | Test: [76][198/198] Time 0.717 Data 0.000 top1 6.250 ( 12.378) top5 1.562 ( 2.532) * Finished epoch # 76 top1: 12.378 top5: 2.532 Epoch 77 => Training epoch # 77 | Epoch: [77][1/553] Time 5.393 Data 2.878 Err 0.3562 top1 7.812 top5 3.906 | Epoch: [77][2/553] Time 2.431 Data 0.001 Err 0.1879 top1 4.688 top5 0.000 | Epoch: [77][3/553] Time 2.431 Data 0.001 Err 0.2041 top1 5.469 top5 2.344 | Epoch: [77][4/553] Time 2.460 Data 0.001 Err 0.2259 top1 6.250 top5 1.562 | Epoch: [77][5/553] Time 2.431 Data 0.001 Err 0.3383 top1 7.812 top5 3.906 | Epoch: [77][6/553] Time 2.465 Data 0.001 Err 0.2344 top1 5.469 top5 1.562 | Epoch: [77][7/553] Time 2.444 Data 0.001 Err 0.2471 top1 5.469 top5 0.781 | Epoch: [77][8/553] Time 2.468 Data 0.001 Err 0.3733 top1 11.719 top5 1.562 | Epoch: [77][9/553] Time 2.465 Data 0.001 Err 0.3541 top1 7.812 top5 2.344 | Epoch: [77][10/553] Time 2.494 Data 0.001 Err 0.3035 top1 7.031 top5 1.562 | Epoch: [77][11/553] Time 2.477 Data 0.001 Err 0.3022 top1 9.375 top5 0.000 | Epoch: [77][12/553] Time 2.461 Data 0.001 Err 0.3345 top1 8.594 top5 3.906 | Epoch: [77][13/553] Time 2.522 Data 0.002 Err 0.3047 top1 7.812 top5 3.125 | Epoch: [77][14/553] Time 2.472 Data 0.001 Err 0.2470 top1 7.031 top5 2.344 | Epoch: [77][15/553] Time 2.501 Data 0.001 Err 0.1537 top1 5.469 top5 0.781 | Epoch: [77][16/553] Time 2.515 Data 0.000 Err 0.1728 top1 4.688 top5 0.000 | Epoch: [77][17/553] Time 2.509 Data 0.001 Err 0.2196 top1 5.469 top5 1.562 | Epoch: [77][18/553] Time 2.506 Data 0.000 Err 0.1355 top1 2.344 top5 0.781 | Epoch: [77][19/553] Time 2.509 Data 0.001 Err 0.1681 top1 4.688 top5 0.781 | Epoch: [77][20/553] Time 2.484 Data 0.001 Err 0.2987 top1 9.375 top5 1.562 | Epoch: [77][21/553] Time 2.469 Data 0.001 Err 0.1692 top1 4.688 top5 0.781 | Epoch: [77][22/553] Time 2.437 Data 0.001 Err 0.3282 top1 10.156 top5 3.125 | Epoch: [77][23/553] Time 2.466 Data 0.001 Err 0.1760 top1 4.688 top5 0.781 | Epoch: [77][24/553] Time 2.477 Data 0.001 Err 0.3517 top1 10.156 top5 3.906 | Epoch: [77][25/553] Time 2.451 Data 0.001 Err 0.2800 top1 6.250 top5 2.344 | Epoch: [77][26/553] Time 2.450 Data 0.001 Err 0.2410 top1 6.250 top5 0.781 | Epoch: [77][27/553] Time 2.441 Data 0.001 Err 0.2912 top1 10.938 top5 0.000 | Epoch: [77][28/553] Time 2.507 Data 0.001 Err 0.1588 top1 3.906 top5 0.781 | Epoch: [77][29/553] Time 2.439 Data 0.001 Err 0.2430 top1 7.031 top5 2.344 | Epoch: [77][30/553] Time 2.454 Data 0.001 Err 0.3074 top1 7.812 top5 3.125 | Epoch: [77][31/553] Time 2.447 Data 0.001 Err 0.3389 top1 10.156 top5 3.906 | Epoch: [77][32/553] Time 2.479 Data 0.001 Err 0.2357 top1 4.688 top5 1.562 | Epoch: [77][33/553] Time 2.496 Data 0.000 Err 0.2343 top1 7.031 top5 0.781 | Epoch: [77][34/553] Time 2.453 Data 0.001 Err 0.3066 top1 7.812 top5 3.125 | Epoch: [77][35/553] Time 2.518 Data 0.001 Err 0.2104 top1 5.469 top5 0.781 | Epoch: [77][36/553] Time 2.497 Data 0.001 Err 0.2501 top1 7.812 top5 1.562 | Epoch: [77][37/553] Time 2.473 Data 0.001 Err 0.1506 top1 3.906 top5 1.562 | Epoch: [77][38/553] Time 2.442 Data 0.001 Err 0.2870 top1 5.469 top5 2.344 | Epoch: [77][39/553] Time 2.447 Data 0.001 Err 0.4504 top1 11.719 top5 4.688 | Epoch: [77][40/553] Time 2.487 Data 0.000 Err 0.3641 top1 10.156 top5 4.688 | Epoch: [77][41/553] Time 2.441 Data 0.001 Err 0.2256 top1 5.469 top5 2.344 | Epoch: [77][42/553] Time 2.447 Data 0.001 Err 0.2525 top1 8.594 top5 0.781 | Epoch: [77][43/553] Time 2.467 Data 0.000 Err 0.1937 top1 3.125 top5 0.781 | Epoch: [77][44/553] Time 2.443 Data 0.001 Err 0.3704 top1 10.156 top5 4.688 | Epoch: [77][45/553] Time 2.436 Data 0.001 Err 0.2952 top1 9.375 top5 1.562 | Epoch: [77][46/553] Time 2.487 Data 0.001 Err 0.2365 top1 5.469 top5 3.125 | Epoch: [77][47/553] Time 2.441 Data 0.001 Err 0.2351 top1 6.250 top5 0.781 | Epoch: [77][48/553] Time 2.443 Data 0.001 Err 0.2021 top1 5.469 top5 0.781 | Epoch: [77][49/553] Time 2.443 Data 0.001 Err 0.1583 top1 3.906 top5 0.000 | Epoch: [77][50/553] Time 2.441 Data 0.001 Err 0.3570 top1 8.594 top5 3.906 | Epoch: [77][51/553] Time 2.462 Data 0.001 Err 0.2239 top1 5.469 top5 2.344 | Epoch: [77][52/553] Time 2.451 Data 0.001 Err 0.2298 top1 7.031 top5 1.562 | Epoch: [77][53/553] Time 2.452 Data 0.001 Err 0.2536 top1 4.688 top5 1.562 | Epoch: [77][54/553] Time 2.465 Data 0.000 Err 0.2245 top1 6.250 top5 1.562 | Epoch: [77][55/553] Time 2.485 Data 0.001 Err 0.2551 top1 6.250 top5 3.906 | Epoch: [77][56/553] Time 2.449 Data 0.001 Err 0.2208 top1 5.469 top5 0.781 | Epoch: [77][57/553] Time 2.443 Data 0.001 Err 0.2540 top1 8.594 top5 0.781 | Epoch: [77][58/553] Time 2.438 Data 0.001 Err 0.2640 top1 7.812 top5 1.562 | Epoch: [77][59/553] Time 2.504 Data 0.001 Err 0.1927 top1 5.469 top5 0.781 | Epoch: [77][60/553] Time 2.481 Data 0.000 Err 0.1821 top1 4.688 top5 0.781 | Epoch: [77][61/553] Time 2.448 Data 0.001 Err 0.1809 top1 6.250 top5 0.000 | Epoch: [77][62/553] Time 2.481 Data 0.000 Err 0.3072 top1 7.031 top5 1.562 | Epoch: [77][63/553] Time 2.450 Data 0.001 Err 0.2599 top1 5.469 top5 2.344 | Epoch: [77][64/553] Time 2.473 Data 0.000 Err 0.2772 top1 7.031 top5 1.562 | Epoch: [77][65/553] Time 2.494 Data 0.001 Err 0.2867 top1 7.812 top5 2.344 | Epoch: [77][66/553] Time 2.479 Data 0.001 Err 0.2376 top1 6.250 top5 1.562 | Epoch: [77][67/553] Time 2.484 Data 0.001 Err 0.3234 top1 10.156 top5 3.125 | Epoch: [77][68/553] Time 2.459 Data 0.001 Err 0.2375 top1 6.250 top5 1.562 | Epoch: [77][69/553] Time 2.450 Data 0.001 Err 0.2218 top1 7.031 top5 2.344 | Epoch: [77][70/553] Time 2.474 Data 0.001 Err 0.2498 top1 5.469 top5 2.344 | Epoch: [77][71/553] Time 2.479 Data 0.001 Err 0.2110 top1 5.469 top5 0.781 | Epoch: [77][72/553] Time 2.509 Data 0.001 Err 0.2874 top1 6.250 top5 4.688 | Epoch: [77][73/553] Time 2.475 Data 0.001 Err 0.1955 top1 5.469 top5 1.562 | Epoch: [77][74/553] Time 2.446 Data 0.001 Err 0.2695 top1 7.031 top5 3.125 | Epoch: [77][75/553] Time 2.440 Data 0.001 Err 0.2444 top1 8.594 top5 1.562 | Epoch: [77][76/553] Time 2.477 Data 0.001 Err 0.2713 top1 4.688 top5 3.125 | Epoch: [77][77/553] Time 2.441 Data 0.001 Err 0.2715 top1 6.250 top5 3.125 | Epoch: [77][78/553] Time 2.455 Data 0.001 Err 0.2030 top1 3.906 top5 1.562 | Epoch: [77][79/553] Time 2.478 Data 0.000 Err 0.3758 top1 9.375 top5 4.688 | Epoch: [77][80/553] Time 2.498 Data 0.001 Err 0.2673 top1 5.469 top5 3.125 | Epoch: [77][81/553] Time 2.521 Data 0.001 Err 0.1770 top1 4.688 top5 0.000 | Epoch: [77][82/553] Time 2.494 Data 0.001 Err 0.2940 top1 7.812 top5 3.906 | Epoch: [77][83/553] Time 2.451 Data 0.000 Err 0.1115 top1 2.344 top5 0.781 | Epoch: [77][84/553] Time 2.449 Data 0.001 Err 0.1701 top1 3.125 top5 1.562 | Epoch: [77][85/553] Time 2.489 Data 0.001 Err 0.2431 top1 6.250 top5 1.562 | Epoch: [77][86/553] Time 2.493 Data 0.001 Err 0.1677 top1 4.688 top5 1.562 | Epoch: [77][87/553] Time 2.477 Data 0.001 Err 0.1941 top1 5.469 top5 0.781 | Epoch: [77][88/553] Time 2.449 Data 0.001 Err 0.2506 top1 4.688 top5 1.562 | Epoch: [77][89/553] Time 2.492 Data 0.001 Err 0.2964 top1 9.375 top5 0.781 | Epoch: [77][90/553] Time 2.434 Data 0.001 Err 0.2003 top1 6.250 top5 0.781 | Epoch: [77][91/553] Time 2.468 Data 0.000 Err 0.3127 top1 9.375 top5 2.344 | Epoch: [77][92/553] Time 2.477 Data 0.000 Err 0.3143 top1 7.812 top5 3.125 | Epoch: [77][93/553] Time 2.479 Data 0.001 Err 0.2049 top1 7.031 top5 1.562 | Epoch: [77][94/553] Time 2.445 Data 0.000 Err 0.2400 top1 3.125 top5 2.344 | Epoch: [77][95/553] Time 2.445 Data 0.001 Err 0.2194 top1 7.812 top5 0.000 | Epoch: [77][96/553] Time 2.493 Data 0.001 Err 0.2173 top1 6.250 top5 0.781 | Epoch: [77][97/553] Time 2.479 Data 0.001 Err 0.3243 top1 7.812 top5 3.906 | Epoch: [77][98/553] Time 2.466 Data 0.001 Err 0.2747 top1 8.594 top5 1.562 | Epoch: [77][99/553] Time 2.445 Data 0.001 Err 0.1462 top1 4.688 top5 0.781 | Epoch: [77][100/553] Time 2.449 Data 0.001 Err 0.1900 top1 4.688 top5 2.344 | Epoch: [77][101/553] Time 2.483 Data 0.001 Err 0.1824 top1 7.031 top5 1.562 | Epoch: [77][102/553] Time 2.438 Data 0.000 Err 0.2392 top1 6.250 top5 0.781 | Epoch: [77][103/553] Time 2.483 Data 0.001 Err 0.2176 top1 5.469 top5 1.562 | Epoch: [77][104/553] Time 2.437 Data 0.001 Err 0.2823 top1 6.250 top5 3.125 | Epoch: [77][105/553] Time 2.510 Data 0.001 Err 0.1852 top1 4.688 top5 1.562 | Epoch: [77][106/553] Time 2.458 Data 0.003 Err 0.2039 top1 4.688 top5 1.562 | Epoch: [77][107/553] Time 2.494 Data 0.001 Err 0.2118 top1 5.469 top5 0.781 | Epoch: [77][108/553] Time 2.466 Data 0.001 Err 0.2531 top1 7.031 top5 2.344 | Epoch: [77][109/553] Time 2.523 Data 0.001 Err 0.1925 top1 4.688 top5 2.344 | Epoch: [77][110/553] Time 2.513 Data 0.000 Err 0.2490 top1 6.250 top5 2.344 | Epoch: [77][111/553] Time 2.470 Data 0.000 Err 0.2639 top1 7.812 top5 2.344 | Epoch: [77][112/553] Time 2.479 Data 0.001 Err 0.2098 top1 5.469 top5 1.562 | Epoch: [77][113/553] Time 2.441 Data 0.001 Err 0.3483 top1 7.812 top5 3.125 | Epoch: [77][114/553] Time 2.450 Data 0.001 Err 0.2118 top1 6.250 top5 0.781 | Epoch: [77][115/553] Time 2.478 Data 0.001 Err 0.2593 top1 9.375 top5 2.344 | Epoch: [77][116/553] Time 2.488 Data 0.001 Err 0.3146 top1 7.812 top5 1.562 | Epoch: [77][117/553] Time 2.443 Data 0.000 Err 0.4011 top1 8.594 top5 4.688 | Epoch: [77][118/553] Time 2.486 Data 0.001 Err 0.4064 top1 9.375 top5 5.469 | Epoch: [77][119/553] Time 2.463 Data 0.001 Err 0.1916 top1 5.469 top5 1.562 | Epoch: [77][120/553] Time 2.492 Data 0.001 Err 0.2788 top1 7.031 top5 2.344 | Epoch: [77][121/553] Time 2.439 Data 0.001 Err 0.1744 top1 3.906 top5 0.781 | Epoch: [77][122/553] Time 2.446 Data 0.001 Err 0.3745 top1 11.719 top5 2.344 | Epoch: [77][123/553] Time 2.484 Data 0.001 Err 0.4025 top1 9.375 top5 3.906 | Epoch: [77][124/553] Time 2.446 Data 0.001 Err 0.3051 top1 8.594 top5 0.781 | Epoch: [77][125/553] Time 2.491 Data 0.001 Err 0.3409 top1 7.812 top5 2.344 | Epoch: [77][126/553] Time 2.503 Data 0.001 Err 0.2846 top1 6.250 top5 2.344 | Epoch: [77][127/553] Time 2.481 Data 0.001 Err 0.1440 top1 3.906 top5 0.781 | Epoch: [77][128/553] Time 2.480 Data 0.001 Err 0.2384 top1 5.469 top5 0.781 | Epoch: [77][129/553] Time 2.453 Data 0.001 Err 0.2841 top1 9.375 top5 1.562 | Epoch: [77][130/553] Time 2.443 Data 0.001 Err 0.2729 top1 7.812 top5 3.125 | Epoch: [77][131/553] Time 2.452 Data 0.001 Err 0.2920 top1 6.250 top5 3.906 | Epoch: [77][132/553] Time 2.453 Data 0.001 Err 0.2928 top1 6.250 top5 1.562 | Epoch: [77][133/553] Time 2.484 Data 0.001 Err 0.3255 top1 7.031 top5 3.906 | Epoch: [77][134/553] Time 2.512 Data 0.001 Err 0.2580 top1 7.812 top5 1.562 | Epoch: [77][135/553] Time 2.452 Data 0.001 Err 0.1460 top1 3.906 top5 0.000 | Epoch: [77][136/553] Time 2.474 Data 0.001 Err 0.2810 top1 7.812 top5 4.688 | Epoch: [77][137/553] Time 2.449 Data 0.001 Err 0.3252 top1 7.812 top5 4.688 | Epoch: [77][138/553] Time 2.523 Data 0.000 Err 0.1815 top1 5.469 top5 0.781 | Epoch: [77][139/553] Time 2.449 Data 0.001 Err 0.0886 top1 2.344 top5 0.000 | Epoch: [77][140/553] Time 2.487 Data 0.001 Err 0.2506 top1 8.594 top5 0.000 | Epoch: [77][141/553] Time 2.479 Data 0.001 Err 0.2526 top1 7.812 top5 1.562 | Epoch: [77][142/553] Time 2.448 Data 0.000 Err 0.1885 top1 3.906 top5 0.781 | Epoch: [77][143/553] Time 2.481 Data 0.001 Err 0.2877 top1 8.594 top5 0.781 | Epoch: [77][144/553] Time 2.499 Data 0.003 Err 0.1701 top1 5.469 top5 0.000 | Epoch: [77][145/553] Time 2.514 Data 0.001 Err 0.1306 top1 3.906 top5 0.781 | Epoch: [77][146/553] Time 2.467 Data 0.001 Err 0.3153 top1 7.812 top5 3.906 | Epoch: [77][147/553] Time 2.483 Data 0.001 Err 0.1925 top1 3.906 top5 1.562 | Epoch: [77][148/553] Time 2.503 Data 0.000 Err 0.4219 top1 12.500 top5 3.906 | Epoch: [77][149/553] Time 2.453 Data 0.001 Err 0.1964 top1 3.125 top5 1.562 | Epoch: [77][150/553] Time 2.459 Data 0.001 Err 0.2605 top1 6.250 top5 3.125 | Epoch: [77][151/553] Time 2.505 Data 0.001 Err 0.3958 top1 7.812 top5 4.688 | Epoch: [77][152/553] Time 2.488 Data 0.001 Err 0.3248 top1 7.031 top5 1.562 | Epoch: [77][153/553] Time 2.471 Data 0.001 Err 0.2229 top1 7.812 top5 3.125 | Epoch: [77][154/553] Time 2.444 Data 0.003 Err 0.1961 top1 4.688 top5 0.781 | Epoch: [77][155/553] Time 2.441 Data 0.001 Err 0.2838 top1 6.250 top5 1.562 | Epoch: [77][156/553] Time 2.467 Data 0.001 Err 0.2518 top1 6.250 top5 0.000 | Epoch: [77][157/553] Time 2.528 Data 0.001 Err 0.3796 top1 8.594 top5 4.688 | Epoch: [77][158/553] Time 2.466 Data 0.001 Err 0.2701 top1 6.250 top5 3.125 | Epoch: [77][159/553] Time 2.444 Data 0.000 Err 0.2260 top1 6.250 top5 0.781 | Epoch: [77][160/553] Time 2.491 Data 0.001 Err 0.2305 top1 5.469 top5 0.781 | Epoch: [77][161/553] Time 2.459 Data 0.001 Err 0.1330 top1 3.906 top5 0.781 | Epoch: [77][162/553] Time 2.484 Data 0.001 Err 0.2475 top1 5.469 top5 1.562 | Epoch: [77][163/553] Time 2.473 Data 0.001 Err 0.3121 top1 7.812 top5 3.125 | Epoch: [77][164/553] Time 2.498 Data 0.001 Err 0.2026 top1 3.906 top5 2.344 | Epoch: [77][165/553] Time 2.516 Data 0.001 Err 0.2190 top1 5.469 top5 1.562 | Epoch: [77][166/553] Time 2.441 Data 0.001 Err 0.2656 top1 7.031 top5 3.906 | Epoch: [77][167/553] Time 2.479 Data 0.001 Err 0.2990 top1 7.812 top5 3.125 | Epoch: [77][168/553] Time 2.479 Data 0.001 Err 0.1371 top1 4.688 top5 0.000 | Epoch: [77][169/553] Time 2.481 Data 0.001 Err 0.1929 top1 5.469 top5 0.781 | Epoch: [77][170/553] Time 2.444 Data 0.001 Err 0.2605 top1 7.031 top5 3.125 | Epoch: [77][171/553] Time 2.480 Data 0.001 Err 0.1509 top1 3.125 top5 0.000 | Epoch: [77][172/553] Time 2.443 Data 0.001 Err 0.3231 top1 8.594 top5 1.562 | Epoch: [77][173/553] Time 2.449 Data 0.004 Err 0.2811 top1 7.812 top5 1.562 | Epoch: [77][174/553] Time 2.444 Data 0.001 Err 0.2258 top1 5.469 top5 1.562 | Epoch: [77][175/553] Time 2.480 Data 0.001 Err 0.2761 top1 6.250 top5 2.344 | Epoch: [77][176/553] Time 2.468 Data 0.001 Err 0.1284 top1 3.906 top5 0.781 | Epoch: [77][177/553] Time 2.520 Data 0.001 Err 0.3268 top1 6.250 top5 3.906 | Epoch: [77][178/553] Time 2.436 Data 0.001 Err 0.2710 top1 8.594 top5 3.125 | Epoch: [77][179/553] Time 2.437 Data 0.001 Err 0.3471 top1 7.812 top5 2.344 | Epoch: [77][180/553] Time 2.441 Data 0.001 Err 0.2699 top1 7.812 top5 2.344 | Epoch: [77][181/553] Time 2.487 Data 0.001 Err 0.2379 top1 8.594 top5 0.000 | Epoch: [77][182/553] Time 2.483 Data 0.001 Err 0.2417 top1 6.250 top5 1.562 | Epoch: [77][183/553] Time 2.461 Data 0.001 Err 0.3184 top1 9.375 top5 3.125 | Epoch: [77][184/553] Time 2.482 Data 0.000 Err 0.2173 top1 6.250 top5 0.781 | Epoch: [77][185/553] Time 2.520 Data 0.001 Err 0.2997 top1 7.812 top5 2.344 | Epoch: [77][186/553] Time 2.448 Data 0.001 Err 0.2478 top1 5.469 top5 1.562 | Epoch: [77][187/553] Time 2.437 Data 0.001 Err 0.1585 top1 3.125 top5 0.781 | Epoch: [77][188/553] Time 2.504 Data 0.001 Err 0.2725 top1 7.031 top5 2.344 | Epoch: [77][189/553] Time 2.475 Data 0.001 Err 0.3057 top1 8.594 top5 3.125 | Epoch: [77][190/553] Time 2.481 Data 0.001 Err 0.3190 top1 8.594 top5 1.562 | Epoch: [77][191/553] Time 2.530 Data 0.001 Err 0.2774 top1 8.594 top5 1.562 | Epoch: [77][192/553] Time 2.487 Data 0.001 Err 0.3306 top1 8.594 top5 3.906 | Epoch: [77][193/553] Time 2.483 Data 0.001 Err 0.1884 top1 4.688 top5 0.000 | Epoch: [77][194/553] Time 2.441 Data 0.001 Err 0.1759 top1 5.469 top5 0.781 | Epoch: [77][195/553] Time 2.471 Data 0.001 Err 0.1448 top1 3.906 top5 1.562 | Epoch: [77][196/553] Time 2.442 Data 0.001 Err 0.2357 top1 4.688 top5 1.562 | Epoch: [77][197/553] Time 2.510 Data 0.001 Err 0.1464 top1 2.344 top5 0.000 | Epoch: [77][198/553] Time 2.441 Data 0.001 Err 0.1661 top1 3.906 top5 0.000 | Epoch: [77][199/553] Time 2.445 Data 0.001 Err 0.2014 top1 6.250 top5 0.000 | Epoch: [77][200/553] Time 2.442 Data 0.001 Err 0.1254 top1 3.125 top5 0.781 | Epoch: [77][201/553] Time 2.476 Data 0.001 Err 0.1258 top1 3.125 top5 0.000 | Epoch: [77][202/553] Time 2.477 Data 0.001 Err 0.2018 top1 4.688 top5 1.562 | Epoch: [77][203/553] Time 2.442 Data 0.001 Err 0.3196 top1 8.594 top5 2.344 | Epoch: [77][204/553] Time 2.481 Data 0.001 Err 0.2354 top1 7.812 top5 0.781 | Epoch: [77][205/553] Time 2.439 Data 0.000 Err 0.2548 top1 7.031 top5 2.344 | Epoch: [77][206/553] Time 2.488 Data 0.001 Err 0.2358 top1 5.469 top5 2.344 | Epoch: [77][207/553] Time 2.453 Data 0.001 Err 0.3240 top1 7.031 top5 3.125 | Epoch: [77][208/553] Time 2.473 Data 0.001 Err 0.3110 top1 9.375 top5 3.906 | Epoch: [77][209/553] Time 2.476 Data 0.001 Err 0.2193 top1 7.812 top5 0.781 | Epoch: [77][210/553] Time 2.443 Data 0.002 Err 0.1173 top1 3.125 top5 0.000 | Epoch: [77][211/553] Time 2.462 Data 0.001 Err 0.1651 top1 3.125 top5 1.562 | Epoch: [77][212/553] Time 2.518 Data 0.000 Err 0.2053 top1 6.250 top5 0.781 | Epoch: [77][213/553] Time 2.481 Data 0.001 Err 0.3135 top1 7.031 top5 0.781 | Epoch: [77][214/553] Time 2.447 Data 0.000 Err 0.4270 top1 13.281 top5 3.125 | Epoch: [77][215/553] Time 2.460 Data 0.001 Err 0.2463 top1 6.250 top5 3.125 | Epoch: [77][216/553] Time 2.447 Data 0.001 Err 0.2288 top1 5.469 top5 0.781 | Epoch: [77][217/553] Time 2.465 Data 0.001 Err 0.2571 top1 9.375 top5 1.562 | Epoch: [77][218/553] Time 2.444 Data 0.001 Err 0.2372 top1 4.688 top5 1.562 | Epoch: [77][219/553] Time 2.459 Data 0.001 Err 0.2711 top1 7.812 top5 3.125 | Epoch: [77][220/553] Time 2.504 Data 0.001 Err 0.2304 top1 4.688 top5 2.344 | Epoch: [77][221/553] Time 2.500 Data 0.001 Err 0.5655 top1 10.938 top5 5.469 | Epoch: [77][222/553] Time 2.445 Data 0.000 Err 0.1850 top1 5.469 top5 3.125 | Epoch: [77][223/553] Time 2.452 Data 0.001 Err 0.2030 top1 6.250 top5 0.781 | Epoch: [77][224/553] Time 2.484 Data 0.001 Err 0.2112 top1 4.688 top5 2.344 | Epoch: [77][225/553] Time 2.469 Data 0.000 Err 0.1763 top1 7.031 top5 0.000 | Epoch: [77][226/553] Time 2.452 Data 0.001 Err 0.1944 top1 3.906 top5 2.344 | Epoch: [77][227/553] Time 2.468 Data 0.001 Err 0.2520 top1 7.031 top5 1.562 | Epoch: [77][228/553] Time 2.456 Data 0.001 Err 0.4487 top1 9.375 top5 4.688 | Epoch: [77][229/553] Time 2.472 Data 0.001 Err 0.1209 top1 2.344 top5 1.562 | Epoch: [77][230/553] Time 2.439 Data 0.001 Err 0.1894 top1 3.906 top5 0.781 | Epoch: [77][231/553] Time 2.445 Data 0.001 Err 0.3150 top1 8.594 top5 0.781 | Epoch: [77][232/553] Time 2.470 Data 0.001 Err 0.2021 top1 3.125 top5 2.344 | Epoch: [77][233/553] Time 2.484 Data 0.001 Err 0.4243 top1 11.719 top5 3.125 | Epoch: [77][234/553] Time 2.457 Data 0.001 Err 0.2103 top1 7.031 top5 0.781 | Epoch: [77][235/553] Time 2.495 Data 0.001 Err 0.3622 top1 7.812 top5 3.906 | Epoch: [77][236/553] Time 2.468 Data 0.001 Err 0.2001 top1 6.250 top5 0.781 | Epoch: [77][237/553] Time 2.477 Data 0.000 Err 0.1527 top1 4.688 top5 0.000 | Epoch: [77][238/553] Time 2.440 Data 0.001 Err 0.3150 top1 8.594 top5 1.562 | Epoch: [77][239/553] Time 2.439 Data 0.001 Err 0.1329 top1 3.906 top5 0.781 | Epoch: [77][240/553] Time 2.458 Data 0.001 Err 0.2285 top1 7.812 top5 1.562 | Epoch: [77][241/553] Time 2.533 Data 0.001 Err 0.2203 top1 4.688 top5 1.562 | Epoch: [77][242/553] Time 2.456 Data 0.001 Err 0.3493 top1 8.594 top5 3.125 | Epoch: [77][243/553] Time 2.475 Data 0.001 Err 0.2348 top1 7.031 top5 3.125 | Epoch: [77][244/553] Time 2.522 Data 0.001 Err 0.2144 top1 3.906 top5 2.344 | Epoch: [77][245/553] Time 2.505 Data 0.001 Err 0.1214 top1 2.344 top5 0.781 | Epoch: [77][246/553] Time 2.476 Data 0.001 Err 0.1713 top1 5.469 top5 0.781 | Epoch: [77][247/553] Time 2.498 Data 0.001 Err 0.2525 top1 6.250 top5 0.781 | Epoch: [77][248/553] Time 2.446 Data 0.001 Err 0.1696 top1 3.125 top5 1.562 | Epoch: [77][249/553] Time 2.474 Data 0.001 Err 0.2228 top1 6.250 top5 1.562 | Epoch: [77][250/553] Time 2.460 Data 0.001 Err 0.2100 top1 6.250 top5 0.000 | Epoch: [77][251/553] Time 2.461 Data 0.001 Err 0.2523 top1 7.031 top5 3.125 | Epoch: [77][252/553] Time 2.449 Data 0.001 Err 0.2681 top1 7.031 top5 1.562 | Epoch: [77][253/553] Time 2.484 Data 0.001 Err 0.2285 top1 5.469 top5 2.344 | Epoch: [77][254/553] Time 2.448 Data 0.000 Err 0.3864 top1 10.156 top5 3.125 | Epoch: [77][255/553] Time 2.505 Data 0.001 Err 0.1276 top1 3.906 top5 0.000 | Epoch: [77][256/553] Time 2.512 Data 0.000 Err 0.3789 top1 9.375 top5 2.344 | Epoch: [77][257/553] Time 2.483 Data 0.001 Err 0.2862 top1 7.031 top5 0.000 | Epoch: [77][258/553] Time 2.493 Data 0.001 Err 0.2817 top1 7.812 top5 2.344 | Epoch: [77][259/553] Time 2.517 Data 0.001 Err 0.2275 top1 7.031 top5 2.344 | Epoch: [77][260/553] Time 2.447 Data 0.001 Err 0.2152 top1 3.906 top5 1.562 | Epoch: [77][261/553] Time 2.447 Data 0.001 Err 0.2995 top1 7.031 top5 3.125 | Epoch: [77][262/553] Time 2.457 Data 0.001 Err 0.2776 top1 9.375 top5 0.000 | Epoch: [77][263/553] Time 2.508 Data 0.001 Err 0.2521 top1 6.250 top5 3.125 | Epoch: [77][264/553] Time 2.457 Data 0.001 Err 0.2060 top1 7.812 top5 0.781 | Epoch: [77][265/553] Time 2.445 Data 0.001 Err 0.3695 top1 9.375 top5 2.344 | Epoch: [77][266/553] Time 2.483 Data 0.001 Err 0.2219 top1 7.031 top5 2.344 | Epoch: [77][267/553] Time 2.512 Data 0.001 Err 0.2383 top1 6.250 top5 2.344 | Epoch: [77][268/553] Time 2.462 Data 0.002 Err 0.2194 top1 6.250 top5 0.781 | Epoch: [77][269/553] Time 2.455 Data 0.001 Err 0.1536 top1 3.125 top5 1.562 | Epoch: [77][270/553] Time 2.448 Data 0.001 Err 0.2125 top1 7.031 top5 0.000 | Epoch: [77][271/553] Time 2.468 Data 0.001 Err 0.2362 top1 7.031 top5 0.781 | Epoch: [77][272/553] Time 2.448 Data 0.001 Err 0.2143 top1 7.812 top5 0.781 | Epoch: [77][273/553] Time 2.471 Data 0.001 Err 0.2071 top1 6.250 top5 0.781 | Epoch: [77][274/553] Time 2.453 Data 0.001 Err 0.2850 top1 6.250 top5 3.125 | Epoch: [77][275/553] Time 2.512 Data 0.001 Err 0.1728 top1 3.906 top5 1.562 | Epoch: [77][276/553] Time 2.454 Data 0.001 Err 0.2329 top1 5.469 top5 1.562 | Epoch: [77][277/553] Time 2.486 Data 0.001 Err 0.2695 top1 7.031 top5 2.344 | Epoch: [77][278/553] Time 2.456 Data 0.001 Err 0.2599 top1 6.250 top5 2.344 | Epoch: [77][279/553] Time 2.466 Data 0.001 Err 0.3067 top1 9.375 top5 1.562 | Epoch: [77][280/553] Time 2.455 Data 0.000 Err 0.3672 top1 9.375 top5 3.906 | Epoch: [77][281/553] Time 2.462 Data 0.001 Err 0.2803 top1 7.812 top5 3.125 | Epoch: [77][282/553] Time 2.446 Data 0.001 Err 0.3005 top1 8.594 top5 3.125 | Epoch: [77][283/553] Time 2.486 Data 0.001 Err 0.2072 top1 6.250 top5 0.781 | Epoch: [77][284/553] Time 2.504 Data 0.001 Err 0.4475 top1 9.375 top5 3.906 | Epoch: [77][285/553] Time 2.446 Data 0.001 Err 0.1692 top1 3.125 top5 0.781 | Epoch: [77][286/553] Time 2.455 Data 0.001 Err 0.4806 top1 10.938 top5 4.688 | Epoch: [77][287/553] Time 2.476 Data 0.001 Err 0.1979 top1 5.469 top5 0.000 | Epoch: [77][288/553] Time 2.488 Data 0.001 Err 0.1746 top1 5.469 top5 0.000 | Epoch: [77][289/553] Time 2.481 Data 0.001 Err 0.1912 top1 3.906 top5 1.562 | Epoch: [77][290/553] Time 2.480 Data 0.001 Err 0.1233 top1 4.688 top5 0.000 | Epoch: [77][291/553] Time 2.480 Data 0.001 Err 0.3173 top1 8.594 top5 3.125 | Epoch: [77][292/553] Time 2.448 Data 0.000 Err 0.3533 top1 7.812 top5 4.688 | Epoch: [77][293/553] Time 2.435 Data 0.001 Err 0.4450 top1 10.156 top5 3.125 | Epoch: [77][294/553] Time 2.449 Data 0.001 Err 0.3759 top1 9.375 top5 3.125 | Epoch: [77][295/553] Time 2.453 Data 0.001 Err 0.3197 top1 7.031 top5 3.906 | Epoch: [77][296/553] Time 2.478 Data 0.001 Err 0.3327 top1 10.156 top5 2.344 | Epoch: [77][297/553] Time 2.498 Data 0.001 Err 0.2631 top1 5.469 top5 2.344 | Epoch: [77][298/553] Time 2.480 Data 0.001 Err 0.4145 top1 9.375 top5 5.469 | Epoch: [77][299/553] Time 2.467 Data 0.001 Err 0.3033 top1 7.812 top5 3.906 | Epoch: [77][300/553] Time 2.483 Data 0.000 Err 0.2578 top1 7.812 top5 2.344 | Epoch: [77][301/553] Time 2.446 Data 0.001 Err 0.1823 top1 3.906 top5 1.562 | Epoch: [77][302/553] Time 2.453 Data 0.001 Err 0.3235 top1 7.031 top5 2.344 | Epoch: [77][303/553] Time 2.446 Data 0.001 Err 0.3976 top1 8.594 top5 3.125 | Epoch: [77][304/553] Time 2.457 Data 0.001 Err 0.2927 top1 7.812 top5 1.562 | Epoch: [77][305/553] Time 2.445 Data 0.001 Err 0.1816 top1 4.688 top5 1.562 | Epoch: [77][306/553] Time 2.488 Data 0.001 Err 0.3410 top1 9.375 top5 2.344 | Epoch: [77][307/553] Time 2.477 Data 0.001 Err 0.2636 top1 7.812 top5 1.562 | Epoch: [77][308/553] Time 2.513 Data 0.001 Err 0.1721 top1 3.906 top5 1.562 | Epoch: [77][309/553] Time 2.438 Data 0.001 Err 0.2527 top1 7.031 top5 1.562 | Epoch: [77][310/553] Time 2.453 Data 0.001 Err 0.2326 top1 7.031 top5 1.562 | Epoch: [77][311/553] Time 2.477 Data 0.001 Err 0.2663 top1 7.031 top5 1.562 | Epoch: [77][312/553] Time 2.440 Data 0.001 Err 0.1646 top1 3.906 top5 1.562 | Epoch: [77][313/553] Time 2.446 Data 0.001 Err 0.2286 top1 8.594 top5 0.781 | Epoch: [77][314/553] Time 2.446 Data 0.001 Err 0.2000 top1 5.469 top5 1.562 | Epoch: [77][315/553] Time 2.484 Data 0.001 Err 0.1853 top1 4.688 top5 1.562 | Epoch: [77][316/553] Time 2.464 Data 0.001 Err 0.3314 top1 8.594 top5 3.125 | Epoch: [77][317/553] Time 2.471 Data 0.001 Err 0.2689 top1 6.250 top5 3.906 | Epoch: [77][318/553] Time 2.451 Data 0.001 Err 0.2839 top1 6.250 top5 3.906 | Epoch: [77][319/553] Time 2.438 Data 0.001 Err 0.3577 top1 10.156 top5 2.344 | Epoch: [77][320/553] Time 2.438 Data 0.001 Err 0.2338 top1 5.469 top5 1.562 | Epoch: [77][321/553] Time 2.487 Data 0.001 Err 0.1530 top1 3.125 top5 0.000 | Epoch: [77][322/553] Time 2.445 Data 0.001 Err 0.3452 top1 8.594 top5 2.344 | Epoch: [77][323/553] Time 2.493 Data 0.001 Err 0.3740 top1 10.156 top5 2.344 | Epoch: [77][324/553] Time 2.445 Data 0.001 Err 0.1833 top1 5.469 top5 1.562 | Epoch: [77][325/553] Time 2.441 Data 0.002 Err 0.1955 top1 5.469 top5 0.781 | Epoch: [77][326/553] Time 2.481 Data 0.001 Err 0.1887 top1 6.250 top5 0.000 | Epoch: [77][327/553] Time 2.483 Data 0.001 Err 0.2350 top1 6.250 top5 1.562 | Epoch: [77][328/553] Time 2.447 Data 0.001 Err 0.2150 top1 5.469 top5 1.562 | Epoch: [77][329/553] Time 2.468 Data 0.001 Err 0.3575 top1 7.812 top5 3.125 | Epoch: [77][330/553] Time 2.476 Data 0.001 Err 0.1681 top1 5.469 top5 0.781 | Epoch: [77][331/553] Time 2.489 Data 0.001 Err 0.2610 top1 5.469 top5 3.125 | Epoch: [77][332/553] Time 2.443 Data 0.001 Err 0.2561 top1 6.250 top5 1.562 | Epoch: [77][333/553] Time 2.474 Data 0.001 Err 0.3723 top1 10.938 top5 4.688 | Epoch: [77][334/553] Time 2.459 Data 0.001 Err 0.3246 top1 10.938 top5 2.344 | Epoch: [77][335/553] Time 2.493 Data 0.001 Err 0.2876 top1 9.375 top5 2.344 | Epoch: [77][336/553] Time 2.484 Data 0.001 Err 0.2340 top1 6.250 top5 2.344 | Epoch: [77][337/553] Time 2.473 Data 0.001 Err 0.2180 top1 4.688 top5 1.562 | Epoch: [77][338/553] Time 2.466 Data 0.001 Err 0.2943 top1 8.594 top5 1.562 | Epoch: [77][339/553] Time 2.522 Data 0.000 Err 0.1536 top1 3.906 top5 0.000 | Epoch: [77][340/553] Time 2.509 Data 0.001 Err 0.1041 top1 2.344 top5 0.000 | Epoch: [77][341/553] Time 2.486 Data 0.001 Err 0.1783 top1 3.125 top5 1.562 | Epoch: [77][342/553] Time 2.515 Data 0.001 Err 0.2988 top1 7.812 top5 3.125 | Epoch: [77][343/553] Time 2.517 Data 0.001 Err 0.1735 top1 3.906 top5 1.562 | Epoch: [77][344/553] Time 2.498 Data 0.004 Err 0.1904 top1 4.688 top5 2.344 | Epoch: [77][345/553] Time 2.456 Data 0.001 Err 0.1660 top1 5.469 top5 0.000 | Epoch: [77][346/553] Time 2.443 Data 0.001 Err 0.2524 top1 7.812 top5 1.562 | Epoch: [77][347/553] Time 2.437 Data 0.001 Err 0.2198 top1 4.688 top5 2.344 | Epoch: [77][348/553] Time 2.450 Data 0.001 Err 0.2781 top1 6.250 top5 3.906 | Epoch: [77][349/553] Time 2.438 Data 0.001 Err 0.2273 top1 7.812 top5 0.781 | Epoch: [77][350/553] Time 2.434 Data 0.001 Err 0.3381 top1 7.812 top5 2.344 | Epoch: [77][351/553] Time 2.442 Data 0.000 Err 0.1952 top1 4.688 top5 1.562 | Epoch: [77][352/553] Time 2.466 Data 0.001 Err 0.3875 top1 9.375 top5 3.125 | Epoch: [77][353/553] Time 2.476 Data 0.001 Err 0.4310 top1 10.156 top5 3.906 | Epoch: [77][354/553] Time 2.500 Data 0.001 Err 0.1404 top1 3.906 top5 0.000 | Epoch: [77][355/553] Time 2.487 Data 0.001 Err 0.1809 top1 3.906 top5 1.562 | Epoch: [77][356/553] Time 2.465 Data 0.000 Err 0.1471 top1 4.688 top5 0.000 | Epoch: [77][357/553] Time 2.489 Data 0.001 Err 0.2518 top1 7.031 top5 1.562 | Epoch: [77][358/553] Time 2.469 Data 0.000 Err 0.1719 top1 4.688 top5 1.562 | Epoch: [77][359/553] Time 2.453 Data 0.001 Err 0.1961 top1 5.469 top5 0.781 | Epoch: [77][360/553] Time 2.513 Data 0.001 Err 0.1589 top1 3.125 top5 1.562 | Epoch: [77][361/553] Time 2.514 Data 0.001 Err 0.2071 top1 4.688 top5 0.781 | Epoch: [77][362/553] Time 2.481 Data 0.001 Err 0.3206 top1 7.812 top5 3.125 | Epoch: [77][363/553] Time 2.436 Data 0.001 Err 0.2037 top1 5.469 top5 2.344 | Epoch: [77][364/553] Time 2.480 Data 0.001 Err 0.2344 top1 6.250 top5 2.344 | Epoch: [77][365/553] Time 2.446 Data 0.001 Err 0.3471 top1 9.375 top5 3.125 | Epoch: [77][366/553] Time 2.442 Data 0.001 Err 0.3538 top1 9.375 top5 3.906 | Epoch: [77][367/553] Time 2.488 Data 0.001 Err 0.2012 top1 5.469 top5 0.781 | Epoch: [77][368/553] Time 2.474 Data 0.001 Err 0.2092 top1 7.031 top5 0.781 | Epoch: [77][369/553] Time 2.507 Data 0.001 Err 0.3627 top1 7.812 top5 3.125 | Epoch: [77][370/553] Time 2.438 Data 0.001 Err 0.2348 top1 6.250 top5 2.344 | Epoch: [77][371/553] Time 2.471 Data 0.001 Err 0.1566 top1 2.344 top5 0.781 | Epoch: [77][372/553] Time 2.432 Data 0.001 Err 0.2892 top1 6.250 top5 3.906 | Epoch: [77][373/553] Time 2.452 Data 0.001 Err 0.1938 top1 7.031 top5 0.781 | Epoch: [77][374/553] Time 2.453 Data 0.001 Err 0.2851 top1 5.469 top5 4.688 | Epoch: [77][375/553] Time 2.481 Data 0.001 Err 0.1930 top1 5.469 top5 2.344 | Epoch: [77][376/553] Time 2.481 Data 0.001 Err 0.2715 top1 6.250 top5 1.562 | Epoch: [77][377/553] Time 2.447 Data 0.001 Err 0.1731 top1 5.469 top5 0.781 | Epoch: [77][378/553] Time 2.481 Data 0.001 Err 0.2815 top1 7.031 top5 4.688 | Epoch: [77][379/553] Time 2.483 Data 0.001 Err 0.3413 top1 10.156 top5 0.781 | Epoch: [77][380/553] Time 2.491 Data 0.001 Err 0.2384 top1 7.812 top5 3.125 | Epoch: [77][381/553] Time 2.471 Data 0.001 Err 0.2899 top1 8.594 top5 1.562 | Epoch: [77][382/553] Time 2.445 Data 0.001 Err 0.1957 top1 5.469 top5 1.562 | Epoch: [77][383/553] Time 2.519 Data 0.001 Err 0.1797 top1 5.469 top5 1.562 | Epoch: [77][384/553] Time 2.513 Data 0.001 Err 0.1735 top1 3.906 top5 0.000 | Epoch: [77][385/553] Time 2.520 Data 0.001 Err 0.1844 top1 4.688 top5 1.562 | Epoch: [77][386/553] Time 2.441 Data 0.000 Err 0.2288 top1 5.469 top5 1.562 | Epoch: [77][387/553] Time 2.486 Data 0.001 Err 0.1972 top1 5.469 top5 0.781 | Epoch: [77][388/553] Time 2.483 Data 0.001 Err 0.3360 top1 9.375 top5 3.906 | Epoch: [77][389/553] Time 2.485 Data 0.001 Err 0.1865 top1 3.125 top5 1.562 | Epoch: [77][390/553] Time 2.478 Data 0.001 Err 0.1804 top1 6.250 top5 1.562 | Epoch: [77][391/553] Time 2.446 Data 0.001 Err 0.1399 top1 1.562 top5 0.781 | Epoch: [77][392/553] Time 2.450 Data 0.001 Err 0.1507 top1 3.906 top5 0.781 | Epoch: [77][393/553] Time 2.523 Data 0.001 Err 0.2195 top1 5.469 top5 1.562 | Epoch: [77][394/553] Time 2.448 Data 0.000 Err 0.2542 top1 7.031 top5 2.344 | Epoch: [77][395/553] Time 2.497 Data 0.001 Err 0.1825 top1 5.469 top5 0.000 | Epoch: [77][396/553] Time 2.481 Data 0.001 Err 0.1783 top1 5.469 top5 0.000 | Epoch: [77][397/553] Time 2.437 Data 0.001 Err 0.3304 top1 8.594 top5 3.125 | Epoch: [77][398/553] Time 2.451 Data 0.001 Err 0.2100 top1 4.688 top5 0.781 | Epoch: [77][399/553] Time 2.525 Data 0.001 Err 0.2904 top1 7.812 top5 2.344 | Epoch: [77][400/553] Time 2.515 Data 0.001 Err 0.1711 top1 3.906 top5 0.781 | Epoch: [77][401/553] Time 2.460 Data 0.001 Err 0.4078 top1 10.938 top5 4.688 | Epoch: [77][402/553] Time 2.431 Data 0.001 Err 0.2081 top1 4.688 top5 1.562 | Epoch: [77][403/553] Time 2.467 Data 0.001 Err 0.0946 top1 1.562 top5 0.000 | Epoch: [77][404/553] Time 2.530 Data 0.001 Err 0.2263 top1 7.031 top5 1.562 | Epoch: [77][405/553] Time 2.449 Data 0.001 Err 0.3294 top1 7.812 top5 3.125 | Epoch: [77][406/553] Time 2.451 Data 0.001 Err 0.3391 top1 11.719 top5 0.781 | Epoch: [77][407/553] Time 2.439 Data 0.001 Err 0.2210 top1 3.906 top5 1.562 | Epoch: [77][408/553] Time 2.442 Data 0.001 Err 0.3200 top1 10.938 top5 3.125 | Epoch: [77][409/553] Time 2.491 Data 0.001 Err 0.1681 top1 5.469 top5 0.000 | Epoch: [77][410/553] Time 2.513 Data 0.001 Err 0.2962 top1 7.031 top5 2.344 | Epoch: [77][411/553] Time 2.476 Data 0.001 Err 0.3298 top1 7.812 top5 2.344 | Epoch: [77][412/553] Time 2.471 Data 0.000 Err 0.1798 top1 4.688 top5 0.781 | Epoch: [77][413/553] Time 2.442 Data 0.001 Err 0.1886 top1 6.250 top5 1.562 | Epoch: [77][414/553] Time 2.512 Data 0.001 Err 0.1797 top1 5.469 top5 0.781 | Epoch: [77][415/553] Time 2.481 Data 0.001 Err 0.2662 top1 8.594 top5 2.344 | Epoch: [77][416/553] Time 2.452 Data 0.001 Err 0.1885 top1 4.688 top5 2.344 | Epoch: [77][417/553] Time 2.456 Data 0.001 Err 0.2237 top1 4.688 top5 0.781 | Epoch: [77][418/553] Time 2.473 Data 0.001 Err 0.3099 top1 8.594 top5 3.125 | Epoch: [77][419/553] Time 2.478 Data 0.001 Err 0.2171 top1 4.688 top5 1.562 | Epoch: [77][420/553] Time 2.475 Data 0.001 Err 0.0784 top1 1.562 top5 0.000 | Epoch: [77][421/553] Time 2.435 Data 0.001 Err 0.1694 top1 4.688 top5 0.781 | Epoch: [77][422/553] Time 2.443 Data 0.001 Err 0.2574 top1 7.031 top5 1.562 | Epoch: [77][423/553] Time 2.479 Data 0.001 Err 0.2639 top1 7.031 top5 0.781 | Epoch: [77][424/553] Time 2.499 Data 0.001 Err 0.2861 top1 8.594 top5 2.344 | Epoch: [77][425/553] Time 2.465 Data 0.001 Err 0.1412 top1 3.125 top5 0.781 | Epoch: [77][426/553] Time 2.444 Data 0.001 Err 0.2433 top1 7.031 top5 2.344 | Epoch: [77][427/553] Time 2.486 Data 0.001 Err 0.2949 top1 7.031 top5 3.125 | Epoch: [77][428/553] Time 2.495 Data 0.001 Err 0.3584 top1 8.594 top5 2.344 | Epoch: [77][429/553] Time 2.501 Data 0.001 Err 0.2647 top1 7.031 top5 2.344 | Epoch: [77][430/553] Time 2.458 Data 0.001 Err 0.2085 top1 6.250 top5 0.781 | Epoch: [77][431/553] Time 2.493 Data 0.000 Err 0.1780 top1 4.688 top5 1.562 | Epoch: [77][432/553] Time 2.510 Data 0.001 Err 0.3057 top1 7.812 top5 1.562 | Epoch: [77][433/553] Time 2.480 Data 0.001 Err 0.2086 top1 5.469 top5 1.562 | Epoch: [77][434/553] Time 2.442 Data 0.001 Err 0.2920 top1 6.250 top5 2.344 | Epoch: [77][435/553] Time 2.440 Data 0.001 Err 0.1555 top1 3.125 top5 0.781 | Epoch: [77][436/553] Time 2.480 Data 0.001 Err 0.3140 top1 9.375 top5 3.125 | Epoch: [77][437/553] Time 2.484 Data 0.000 Err 0.2847 top1 10.156 top5 0.781 | Epoch: [77][438/553] Time 2.472 Data 0.001 Err 0.1803 top1 4.688 top5 1.562 | Epoch: [77][439/553] Time 2.468 Data 0.001 Err 0.3777 top1 7.031 top5 3.906 | Epoch: [77][440/553] Time 2.452 Data 0.001 Err 0.4091 top1 10.938 top5 3.906 | Epoch: [77][441/553] Time 2.475 Data 0.001 Err 0.1734 top1 4.688 top5 0.781 | Epoch: [77][442/553] Time 2.449 Data 0.001 Err 0.2924 top1 8.594 top5 2.344 | Epoch: [77][443/553] Time 2.478 Data 0.001 Err 0.1170 top1 3.906 top5 0.000 | Epoch: [77][444/553] Time 2.460 Data 0.001 Err 0.1646 top1 4.688 top5 1.562 | Epoch: [77][445/553] Time 2.485 Data 0.001 Err 0.2117 top1 6.250 top5 1.562 | Epoch: [77][446/553] Time 2.458 Data 0.001 Err 0.3787 top1 8.594 top5 4.688 | Epoch: [77][447/553] Time 2.534 Data 0.001 Err 0.3029 top1 7.812 top5 3.125 | Epoch: [77][448/553] Time 2.483 Data 0.001 Err 0.2339 top1 5.469 top5 3.125 | Epoch: [77][449/553] Time 2.531 Data 0.001 Err 0.1730 top1 3.906 top5 0.781 | Epoch: [77][450/553] Time 2.442 Data 0.001 Err 0.2771 top1 6.250 top5 2.344 | Epoch: [77][451/553] Time 2.469 Data 0.000 Err 0.2351 top1 9.375 top5 2.344 | Epoch: [77][452/553] Time 2.470 Data 0.001 Err 0.1353 top1 2.344 top5 1.562 | Epoch: [77][453/553] Time 2.479 Data 0.001 Err 0.3533 top1 9.375 top5 3.125 | Epoch: [77][454/553] Time 2.446 Data 0.001 Err 0.2067 top1 5.469 top5 0.781 | Epoch: [77][455/553] Time 2.484 Data 0.001 Err 0.2132 top1 3.906 top5 0.781 | Epoch: [77][456/553] Time 2.449 Data 0.001 Err 0.2341 top1 6.250 top5 0.781 | Epoch: [77][457/553] Time 2.485 Data 0.001 Err 0.2846 top1 7.031 top5 3.125 | Epoch: [77][458/553] Time 2.448 Data 0.001 Err 0.3697 top1 10.938 top5 3.125 | Epoch: [77][459/553] Time 2.460 Data 0.001 Err 0.2272 top1 6.250 top5 2.344 | Epoch: [77][460/553] Time 2.447 Data 0.000 Err 0.2551 top1 7.031 top5 3.125 | Epoch: [77][461/553] Time 2.510 Data 0.001 Err 0.1059 top1 2.344 top5 0.781 | Epoch: [77][462/553] Time 2.473 Data 0.001 Err 0.2956 top1 8.594 top5 2.344 | Epoch: [77][463/553] Time 2.439 Data 0.000 Err 0.2576 top1 6.250 top5 2.344 | Epoch: [77][464/553] Time 2.473 Data 0.001 Err 0.2162 top1 7.031 top5 1.562 | Epoch: [77][465/553] Time 2.477 Data 0.001 Err 0.2807 top1 8.594 top5 3.125 | Epoch: [77][466/553] Time 2.484 Data 0.001 Err 0.2465 top1 6.250 top5 2.344 | Epoch: [77][467/553] Time 2.462 Data 0.001 Err 0.1337 top1 4.688 top5 0.000 | Epoch: [77][468/553] Time 2.481 Data 0.001 Err 0.1969 top1 4.688 top5 1.562 | Epoch: [77][469/553] Time 2.470 Data 0.001 Err 0.3503 top1 11.719 top5 2.344 | Epoch: [77][470/553] Time 2.507 Data 0.001 Err 0.2970 top1 8.594 top5 1.562 | Epoch: [77][471/553] Time 2.477 Data 0.001 Err 0.2547 top1 5.469 top5 2.344 | Epoch: [77][472/553] Time 2.517 Data 0.001 Err 0.2024 top1 3.906 top5 2.344 | Epoch: [77][473/553] Time 2.491 Data 0.001 Err 0.1283 top1 2.344 top5 0.781 | Epoch: [77][474/553] Time 2.512 Data 0.001 Err 0.2398 top1 5.469 top5 2.344 | Epoch: [77][475/553] Time 2.484 Data 0.001 Err 0.2108 top1 3.906 top5 2.344 | Epoch: [77][476/553] Time 2.506 Data 0.001 Err 0.3229 top1 8.594 top5 3.906 | Epoch: [77][477/553] Time 2.447 Data 0.001 Err 0.2685 top1 7.031 top5 2.344 | Epoch: [77][478/553] Time 2.511 Data 0.001 Err 0.2170 top1 7.031 top5 1.562 | Epoch: [77][479/553] Time 2.474 Data 0.001 Err 0.1936 top1 5.469 top5 1.562 | Epoch: [77][480/553] Time 2.519 Data 0.001 Err 0.1975 top1 3.125 top5 1.562 | Epoch: [77][481/553] Time 2.475 Data 0.001 Err 0.1275 top1 3.125 top5 0.000 | Epoch: [77][482/553] Time 2.440 Data 0.001 Err 0.1905 top1 5.469 top5 0.781 | Epoch: [77][483/553] Time 2.487 Data 0.001 Err 0.2588 top1 7.812 top5 0.781 | Epoch: [77][484/553] Time 2.444 Data 0.001 Err 0.1982 top1 7.031 top5 0.000 | Epoch: [77][485/553] Time 2.486 Data 0.001 Err 0.3612 top1 7.812 top5 4.688 | Epoch: [77][486/553] Time 2.457 Data 0.001 Err 0.2102 top1 7.812 top5 0.781 | Epoch: [77][487/553] Time 2.440 Data 0.001 Err 0.2835 top1 7.031 top5 3.125 | Epoch: [77][488/553] Time 2.482 Data 0.001 Err 0.2309 top1 5.469 top5 2.344 | Epoch: [77][489/553] Time 2.480 Data 0.001 Err 0.0912 top1 1.562 top5 0.000 | Epoch: [77][490/553] Time 2.451 Data 0.001 Err 0.3079 top1 7.812 top5 2.344 | Epoch: [77][491/553] Time 2.484 Data 0.001 Err 0.1390 top1 3.125 top5 0.781 | Epoch: [77][492/553] Time 2.447 Data 0.001 Err 0.2484 top1 5.469 top5 0.000 | Epoch: [77][493/553] Time 2.444 Data 0.001 Err 0.3474 top1 7.031 top5 2.344 | Epoch: [77][494/553] Time 2.461 Data 0.001 Err 0.2797 top1 6.250 top5 3.906 | Epoch: [77][495/553] Time 2.475 Data 0.001 Err 0.3606 top1 10.156 top5 3.125 | Epoch: [77][496/553] Time 2.440 Data 0.002 Err 0.2052 top1 4.688 top5 0.781 | Epoch: [77][497/553] Time 2.439 Data 0.001 Err 0.3172 top1 7.812 top5 3.125 | Epoch: [77][498/553] Time 2.437 Data 0.001 Err 0.1896 top1 6.250 top5 0.781 | Epoch: [77][499/553] Time 2.438 Data 0.001 Err 0.2011 top1 7.031 top5 0.781 | Epoch: [77][500/553] Time 2.456 Data 0.001 Err 0.1819 top1 5.469 top5 1.562 | Epoch: [77][501/553] Time 2.494 Data 0.000 Err 0.2875 top1 7.812 top5 3.125 | Epoch: [77][502/553] Time 2.455 Data 0.001 Err 0.3506 top1 9.375 top5 1.562 | Epoch: [77][503/553] Time 2.442 Data 0.000 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [77][504/553] Time 2.472 Data 0.001 Err 0.1814 top1 4.688 top5 0.781 | Epoch: [77][505/553] Time 2.440 Data 0.001 Err 0.2502 top1 3.906 top5 1.562 | Epoch: [77][506/553] Time 2.444 Data 0.001 Err 0.1856 top1 4.688 top5 1.562 | Epoch: [77][507/553] Time 2.508 Data 0.001 Err 0.2162 top1 7.031 top5 1.562 | Epoch: [77][508/553] Time 2.479 Data 0.001 Err 0.1507 top1 4.688 top5 0.000 | Epoch: [77][509/553] Time 2.470 Data 0.001 Err 0.2780 top1 7.031 top5 2.344 | Epoch: [77][510/553] Time 2.452 Data 0.001 Err 0.4040 top1 8.594 top5 4.688 | Epoch: [77][511/553] Time 2.443 Data 0.001 Err 0.2158 top1 5.469 top5 1.562 | Epoch: [77][512/553] Time 2.477 Data 0.001 Err 0.2535 top1 7.812 top5 1.562 | Epoch: [77][513/553] Time 2.474 Data 0.001 Err 0.2009 top1 4.688 top5 0.781 | Epoch: [77][514/553] Time 2.434 Data 0.001 Err 0.2075 top1 4.688 top5 2.344 | Epoch: [77][515/553] Time 2.457 Data 0.001 Err 0.1797 top1 4.688 top5 1.562 | Epoch: [77][516/553] Time 2.441 Data 0.001 Err 0.1792 top1 3.906 top5 1.562 | Epoch: [77][517/553] Time 2.441 Data 0.001 Err 0.2487 top1 7.812 top5 2.344 | Epoch: [77][518/553] Time 2.471 Data 0.001 Err 0.2177 top1 5.469 top5 1.562 | Epoch: [77][519/553] Time 2.481 Data 0.001 Err 0.2382 top1 5.469 top5 1.562 | Epoch: [77][520/553] Time 2.474 Data 0.001 Err 0.2225 top1 7.812 top5 1.562 | Epoch: [77][521/553] Time 2.464 Data 0.001 Err 0.3229 top1 7.031 top5 3.125 | Epoch: [77][522/553] Time 2.466 Data 0.001 Err 0.1349 top1 4.688 top5 0.000 | Epoch: [77][523/553] Time 2.472 Data 0.001 Err 0.3188 top1 7.031 top5 3.125 | Epoch: [77][524/553] Time 2.513 Data 0.001 Err 0.3562 top1 9.375 top5 2.344 | Epoch: [77][525/553] Time 2.503 Data 0.001 Err 0.1997 top1 3.906 top5 1.562 | Epoch: [77][526/553] Time 2.444 Data 0.001 Err 0.2488 top1 6.250 top5 1.562 | Epoch: [77][527/553] Time 2.470 Data 0.000 Err 0.3108 top1 10.938 top5 1.562 | Epoch: [77][528/553] Time 2.441 Data 0.001 Err 0.2290 top1 3.125 top5 3.125 | Epoch: [77][529/553] Time 2.481 Data 0.001 Err 0.1865 top1 3.125 top5 0.781 | Epoch: [77][530/553] Time 2.456 Data 0.001 Err 0.2214 top1 8.594 top5 0.781 | Epoch: [77][531/553] Time 2.480 Data 0.001 Err 0.1974 top1 6.250 top5 2.344 | Epoch: [77][532/553] Time 2.478 Data 0.001 Err 0.1419 top1 6.250 top5 0.000 | Epoch: [77][533/553] Time 2.468 Data 0.001 Err 0.1954 top1 5.469 top5 0.781 | Epoch: [77][534/553] Time 2.439 Data 0.001 Err 0.1628 top1 3.125 top5 0.781 | Epoch: [77][535/553] Time 2.457 Data 0.001 Err 0.2036 top1 7.031 top5 0.781 | Epoch: [77][536/553] Time 2.431 Data 0.001 Err 0.2505 top1 5.469 top5 2.344 | Epoch: [77][537/553] Time 2.443 Data 0.000 Err 0.2871 top1 8.594 top5 1.562 | Epoch: [77][538/553] Time 2.497 Data 0.001 Err 0.1825 top1 5.469 top5 0.781 | Epoch: [77][539/553] Time 2.481 Data 0.000 Err 0.2091 top1 5.469 top5 0.781 | Epoch: [77][540/553] Time 2.467 Data 0.001 Err 0.1820 top1 5.469 top5 0.000 | Epoch: [77][541/553] Time 2.466 Data 0.001 Err 0.2865 top1 7.812 top5 2.344 | Epoch: [77][542/553] Time 2.445 Data 0.000 Err 0.2372 top1 6.250 top5 1.562 | Epoch: [77][543/553] Time 2.470 Data 0.000 Err 0.3159 top1 8.594 top5 3.125 | Epoch: [77][544/553] Time 2.481 Data 0.000 Err 0.1639 top1 3.125 top5 0.000 | Epoch: [77][545/553] Time 2.475 Data 0.000 Err 0.2423 top1 5.469 top5 1.562 | Epoch: [77][546/553] Time 2.434 Data 0.000 Err 0.2889 top1 7.031 top5 1.562 | Epoch: [77][547/553] Time 2.439 Data 0.000 Err 0.2577 top1 6.250 top5 3.125 | Epoch: [77][548/553] Time 2.477 Data 0.000 Err 0.3077 top1 7.812 top5 2.344 | Epoch: [77][549/553] Time 2.485 Data 0.000 Err 0.2842 top1 8.594 top5 3.125 | Epoch: [77][550/553] Time 2.435 Data 0.000 Err 0.2858 top1 7.031 top5 3.125 | Epoch: [77][551/553] Time 2.444 Data 0.000 Err 0.2342 top1 6.250 top5 2.344 | Epoch: [77][552/553] Time 2.438 Data 0.000 Err 0.2709 top1 7.031 top5 2.344 | Epoch: [77][553/553] Time 1.030 Data 0.000 Err 0.1366 top1 4.545 top5 0.000 | Test: [77][1/198] Time 2.294 Data 1.573 top1 12.500 ( 12.500) top5 0.781 ( 0.781) | Test: [77][2/198] Time 0.717 Data 0.001 top1 11.719 ( 12.109) top5 0.781 ( 0.781) | Test: [77][3/198] Time 0.715 Data 0.000 top1 12.500 ( 12.240) top5 1.562 ( 1.042) | Test: [77][4/198] Time 0.717 Data 0.001 top1 10.938 ( 11.914) top5 1.562 ( 1.172) | Test: [77][5/198] Time 0.720 Data 0.001 top1 11.719 ( 11.875) top5 1.562 ( 1.250) | Test: [77][6/198] Time 0.725 Data 0.001 top1 11.719 ( 11.849) top5 0.781 ( 1.172) | Test: [77][7/198] Time 0.718 Data 0.001 top1 10.938 ( 11.719) top5 0.781 ( 1.116) | Test: [77][8/198] Time 0.718 Data 0.001 top1 14.062 ( 12.012) top5 5.469 ( 1.660) | Test: [77][9/198] Time 0.714 Data 0.001 top1 10.156 ( 11.806) top5 2.344 ( 1.736) | Test: [77][10/198] Time 0.721 Data 0.001 top1 11.719 ( 11.797) top5 1.562 ( 1.719) | Test: [77][11/198] Time 0.724 Data 0.001 top1 14.844 ( 12.074) top5 3.125 ( 1.847) | Test: [77][12/198] Time 0.748 Data 0.001 top1 17.969 ( 12.565) top5 3.125 ( 1.953) | Test: [77][13/198] Time 0.750 Data 0.001 top1 12.500 ( 12.560) top5 3.906 ( 2.103) | Test: [77][14/198] Time 0.723 Data 0.001 top1 7.812 ( 12.221) top5 1.562 ( 2.065) | Test: [77][15/198] Time 0.717 Data 0.001 top1 11.719 ( 12.188) top5 1.562 ( 2.031) | Test: [77][16/198] Time 0.734 Data 0.001 top1 13.281 ( 12.256) top5 0.000 ( 1.904) | Test: [77][17/198] Time 0.724 Data 0.001 top1 11.719 ( 12.224) top5 2.344 ( 1.930) | Test: [77][18/198] Time 0.718 Data 0.001 top1 13.281 ( 12.283) top5 3.906 ( 2.040) | Test: [77][19/198] Time 0.718 Data 0.001 top1 13.281 ( 12.336) top5 1.562 ( 2.015) | Test: [77][20/198] Time 0.716 Data 0.001 top1 13.281 ( 12.383) top5 7.031 ( 2.266) | Test: [77][21/198] Time 0.731 Data 0.003 top1 14.844 ( 12.500) top5 3.125 ( 2.307) | Test: [77][22/198] Time 0.722 Data 0.001 top1 14.062 ( 12.571) top5 3.125 ( 2.344) | Test: [77][23/198] Time 0.718 Data 0.001 top1 17.188 ( 12.772) top5 3.906 ( 2.412) | Test: [77][24/198] Time 0.726 Data 0.001 top1 13.281 ( 12.793) top5 6.250 ( 2.572) | Test: [77][25/198] Time 0.727 Data 0.002 top1 11.719 ( 12.750) top5 1.562 ( 2.531) | Test: [77][26/198] Time 0.734 Data 0.001 top1 11.719 ( 12.710) top5 1.562 ( 2.494) | Test: [77][27/198] Time 0.716 Data 0.002 top1 16.406 ( 12.847) top5 4.688 ( 2.575) | Test: [77][28/198] Time 0.733 Data 0.001 top1 13.281 ( 12.863) top5 3.125 ( 2.595) | Test: [77][29/198] Time 0.719 Data 0.003 top1 7.031 ( 12.662) top5 0.000 ( 2.505) | Test: [77][30/198] Time 0.721 Data 0.001 top1 17.188 ( 12.812) top5 3.906 ( 2.552) | Test: [77][31/198] Time 0.723 Data 0.001 top1 14.844 ( 12.878) top5 4.688 ( 2.621) | Test: [77][32/198] Time 0.722 Data 0.002 top1 18.750 ( 13.062) top5 1.562 ( 2.588) | Test: [77][33/198] Time 0.730 Data 0.001 top1 9.375 ( 12.950) top5 3.906 ( 2.628) | Test: [77][34/198] Time 0.738 Data 0.001 top1 11.719 ( 12.914) top5 2.344 ( 2.619) | Test: [77][35/198] Time 0.733 Data 0.001 top1 14.062 ( 12.946) top5 3.906 ( 2.656) | Test: [77][36/198] Time 0.734 Data 0.001 top1 7.031 ( 12.782) top5 0.000 ( 2.582) | Test: [77][37/198] Time 0.721 Data 0.001 top1 10.938 ( 12.732) top5 2.344 ( 2.576) | Test: [77][38/198] Time 0.763 Data 0.001 top1 10.156 ( 12.664) top5 1.562 ( 2.549) | Test: [77][39/198] Time 0.765 Data 0.001 top1 14.062 ( 12.700) top5 2.344 ( 2.544) | Test: [77][40/198] Time 0.740 Data 0.001 top1 10.938 ( 12.656) top5 3.125 ( 2.559) | Test: [77][41/198] Time 0.719 Data 0.001 top1 5.469 ( 12.481) top5 0.000 ( 2.496) | Test: [77][42/198] Time 0.720 Data 0.001 top1 10.938 ( 12.444) top5 3.906 ( 2.530) | Test: [77][43/198] Time 0.716 Data 0.001 top1 8.594 ( 12.355) top5 1.562 ( 2.507) | Test: [77][44/198] Time 0.776 Data 0.001 top1 11.719 ( 12.340) top5 0.781 ( 2.468) | Test: [77][45/198] Time 0.722 Data 0.001 top1 13.281 ( 12.361) top5 0.781 ( 2.431) | Test: [77][46/198] Time 0.721 Data 0.001 top1 10.156 ( 12.313) top5 0.781 ( 2.395) | Test: [77][47/198] Time 0.735 Data 0.001 top1 10.156 ( 12.267) top5 2.344 ( 2.394) | Test: [77][48/198] Time 0.723 Data 0.001 top1 12.500 ( 12.272) top5 3.906 ( 2.425) | Test: [77][49/198] Time 0.722 Data 0.000 top1 17.969 ( 12.388) top5 2.344 ( 2.423) | Test: [77][50/198] Time 0.732 Data 0.001 top1 14.844 ( 12.438) top5 3.125 ( 2.438) | Test: [77][51/198] Time 0.729 Data 0.001 top1 11.719 ( 12.423) top5 0.781 ( 2.405) | Test: [77][52/198] Time 0.718 Data 0.001 top1 11.719 ( 12.410) top5 3.125 ( 2.419) | Test: [77][53/198] Time 0.715 Data 0.001 top1 13.281 ( 12.426) top5 2.344 ( 2.417) | Test: [77][54/198] Time 0.718 Data 0.001 top1 4.688 ( 12.283) top5 0.781 ( 2.387) | Test: [77][55/198] Time 0.720 Data 0.001 top1 12.500 ( 12.287) top5 3.906 ( 2.415) | Test: [77][56/198] Time 0.726 Data 0.003 top1 14.844 ( 12.333) top5 2.344 ( 2.414) | Test: [77][57/198] Time 0.769 Data 0.001 top1 10.156 ( 12.294) top5 3.906 ( 2.440) | Test: [77][58/198] Time 0.733 Data 0.001 top1 10.938 ( 12.271) top5 2.344 ( 2.438) | Test: [77][59/198] Time 0.727 Data 0.002 top1 14.062 ( 12.301) top5 0.781 ( 2.410) | Test: [77][60/198] Time 0.725 Data 0.001 top1 14.062 ( 12.331) top5 0.781 ( 2.383) | Test: [77][61/198] Time 0.764 Data 0.001 top1 22.656 ( 12.500) top5 1.562 ( 2.369) | Test: [77][62/198] Time 0.735 Data 0.001 top1 14.062 ( 12.525) top5 4.688 ( 2.407) | Test: [77][63/198] Time 0.726 Data 0.001 top1 12.500 ( 12.525) top5 1.562 ( 2.393) | Test: [77][64/198] Time 0.726 Data 0.001 top1 9.375 ( 12.476) top5 2.344 ( 2.393) | Test: [77][65/198] Time 0.720 Data 0.001 top1 13.281 ( 12.488) top5 3.125 ( 2.404) | Test: [77][66/198] Time 0.718 Data 0.001 top1 16.406 ( 12.547) top5 3.125 ( 2.415) | Test: [77][67/198] Time 0.723 Data 0.001 top1 10.156 ( 12.512) top5 3.906 ( 2.437) | Test: [77][68/198] Time 0.719 Data 0.000 top1 13.281 ( 12.523) top5 5.469 ( 2.482) | Test: [77][69/198] Time 0.733 Data 0.000 top1 13.281 ( 12.534) top5 3.906 ( 2.502) | Test: [77][70/198] Time 0.745 Data 0.000 top1 10.938 ( 12.511) top5 2.344 ( 2.500) | Test: [77][71/198] Time 0.726 Data 0.001 top1 17.188 ( 12.577) top5 1.562 ( 2.487) | Test: [77][72/198] Time 0.721 Data 0.001 top1 17.188 ( 12.641) top5 2.344 ( 2.485) | Test: [77][73/198] Time 0.714 Data 0.001 top1 13.281 ( 12.650) top5 3.906 ( 2.504) | Test: [77][74/198] Time 0.738 Data 0.001 top1 18.750 ( 12.732) top5 5.469 ( 2.544) | Test: [77][75/198] Time 0.718 Data 0.001 top1 10.156 ( 12.698) top5 0.781 ( 2.521) | Test: [77][76/198] Time 0.720 Data 0.001 top1 15.625 ( 12.736) top5 1.562 ( 2.508) | Test: [77][77/198] Time 0.749 Data 0.001 top1 16.406 ( 12.784) top5 3.125 ( 2.516) | Test: [77][78/198] Time 0.721 Data 0.001 top1 16.406 ( 12.831) top5 0.781 ( 2.494) | Test: [77][79/198] Time 0.795 Data 0.001 top1 11.719 ( 12.816) top5 1.562 ( 2.482) | Test: [77][80/198] Time 0.736 Data 0.001 top1 8.594 ( 12.764) top5 3.125 ( 2.490) | Test: [77][81/198] Time 0.727 Data 0.001 top1 17.188 ( 12.818) top5 1.562 ( 2.479) | Test: [77][82/198] Time 0.719 Data 0.001 top1 11.719 ( 12.805) top5 3.125 ( 2.487) | Test: [77][83/198] Time 0.775 Data 0.001 top1 11.719 ( 12.792) top5 0.781 ( 2.466) | Test: [77][84/198] Time 0.771 Data 0.000 top1 8.594 ( 12.742) top5 2.344 ( 2.465) | Test: [77][85/198] Time 0.721 Data 0.001 top1 10.938 ( 12.721) top5 3.125 ( 2.472) | Test: [77][86/198] Time 0.719 Data 0.001 top1 12.500 ( 12.718) top5 4.688 ( 2.498) | Test: [77][87/198] Time 0.727 Data 0.001 top1 6.250 ( 12.644) top5 0.781 ( 2.478) | Test: [77][88/198] Time 0.719 Data 0.001 top1 16.406 ( 12.686) top5 4.688 ( 2.504) | Test: [77][89/198] Time 0.723 Data 0.001 top1 12.500 ( 12.684) top5 3.125 ( 2.511) | Test: [77][90/198] Time 0.753 Data 0.001 top1 9.375 ( 12.648) top5 0.000 ( 2.483) | Test: [77][91/198] Time 0.723 Data 0.001 top1 10.156 ( 12.620) top5 5.469 ( 2.515) | Test: [77][92/198] Time 0.723 Data 0.001 top1 12.500 ( 12.619) top5 2.344 ( 2.514) | Test: [77][93/198] Time 0.732 Data 0.001 top1 7.812 ( 12.567) top5 0.000 ( 2.487) | Test: [77][94/198] Time 0.733 Data 0.001 top1 14.844 ( 12.591) top5 3.125 ( 2.493) | Test: [77][95/198] Time 0.727 Data 0.000 top1 9.375 ( 12.558) top5 3.906 ( 2.508) | Test: [77][96/198] Time 0.728 Data 0.001 top1 8.594 ( 12.516) top5 0.000 ( 2.482) | Test: [77][97/198] Time 0.726 Data 0.000 top1 8.594 ( 12.476) top5 3.906 ( 2.497) | Test: [77][98/198] Time 0.714 Data 0.001 top1 14.844 ( 12.500) top5 3.906 ( 2.511) | Test: [77][99/198] Time 0.720 Data 0.001 top1 10.156 ( 12.476) top5 2.344 ( 2.509) | Test: [77][100/198] Time 0.727 Data 0.001 top1 19.531 ( 12.547) top5 3.906 ( 2.523) | Test: [77][101/198] Time 0.722 Data 0.001 top1 9.375 ( 12.515) top5 0.781 ( 2.506) | Test: [77][102/198] Time 0.731 Data 0.001 top1 14.062 ( 12.531) top5 3.906 ( 2.520) | Test: [77][103/198] Time 0.738 Data 0.001 top1 10.156 ( 12.508) top5 2.344 ( 2.518) | Test: [77][104/198] Time 0.737 Data 0.000 top1 17.969 ( 12.560) top5 4.688 ( 2.539) | Test: [77][105/198] Time 0.765 Data 0.000 top1 10.156 ( 12.537) top5 1.562 ( 2.530) | Test: [77][106/198] Time 0.740 Data 0.001 top1 16.406 ( 12.574) top5 2.344 ( 2.528) | Test: [77][107/198] Time 0.721 Data 0.001 top1 15.625 ( 12.602) top5 3.125 ( 2.534) | Test: [77][108/198] Time 0.718 Data 0.001 top1 14.844 ( 12.623) top5 1.562 ( 2.525) | Test: [77][109/198] Time 0.716 Data 0.001 top1 14.844 ( 12.643) top5 4.688 ( 2.544) | Test: [77][110/198] Time 0.742 Data 0.001 top1 5.469 ( 12.578) top5 0.000 ( 2.521) | Test: [77][111/198] Time 0.751 Data 0.001 top1 14.062 ( 12.591) top5 0.781 ( 2.506) | Test: [77][112/198] Time 0.737 Data 0.001 top1 14.062 ( 12.605) top5 0.000 ( 2.483) | Test: [77][113/198] Time 0.742 Data 0.000 top1 10.938 ( 12.590) top5 1.562 ( 2.475) | Test: [77][114/198] Time 0.778 Data 0.001 top1 14.062 ( 12.603) top5 2.344 ( 2.474) | Test: [77][115/198] Time 0.727 Data 0.001 top1 13.281 ( 12.609) top5 0.781 ( 2.459) | Test: [77][116/198] Time 0.717 Data 0.001 top1 16.406 ( 12.641) top5 1.562 ( 2.452) | Test: [77][117/198] Time 0.725 Data 0.002 top1 9.375 ( 12.614) top5 0.781 ( 2.437) | Test: [77][118/198] Time 0.731 Data 0.001 top1 17.188 ( 12.652) top5 5.469 ( 2.463) | Test: [77][119/198] Time 0.759 Data 0.001 top1 7.812 ( 12.612) top5 1.562 ( 2.455) | Test: [77][120/198] Time 0.741 Data 0.002 top1 12.500 ( 12.611) top5 3.125 ( 2.461) | Test: [77][121/198] Time 0.723 Data 0.001 top1 17.188 ( 12.649) top5 3.125 ( 2.466) | Test: [77][122/198] Time 0.716 Data 0.001 top1 14.844 ( 12.666) top5 2.344 ( 2.465) | Test: [77][123/198] Time 0.740 Data 0.001 top1 11.719 ( 12.659) top5 0.781 ( 2.452) | Test: [77][124/198] Time 0.720 Data 0.001 top1 15.625 ( 12.683) top5 4.688 ( 2.470) | Test: [77][125/198] Time 0.719 Data 0.001 top1 10.938 ( 12.669) top5 1.562 ( 2.462) | Test: [77][126/198] Time 0.736 Data 0.001 top1 7.031 ( 12.624) top5 0.781 ( 2.449) | Test: [77][127/198] Time 0.714 Data 0.001 top1 5.469 ( 12.568) top5 0.781 ( 2.436) | Test: [77][128/198] Time 0.714 Data 0.001 top1 10.156 ( 12.549) top5 0.000 ( 2.417) | Test: [77][129/198] Time 0.719 Data 0.001 top1 8.594 ( 12.518) top5 2.344 ( 2.416) | Test: [77][130/198] Time 0.735 Data 0.001 top1 13.281 ( 12.524) top5 5.469 ( 2.440) | Test: [77][131/198] Time 0.720 Data 0.001 top1 7.031 ( 12.482) top5 0.781 ( 2.427) | Test: [77][132/198] Time 0.717 Data 0.001 top1 6.250 ( 12.435) top5 1.562 ( 2.421) | Test: [77][133/198] Time 0.719 Data 0.001 top1 11.719 ( 12.430) top5 1.562 ( 2.414) | Test: [77][134/198] Time 0.754 Data 0.001 top1 10.938 ( 12.418) top5 3.906 ( 2.425) | Test: [77][135/198] Time 0.749 Data 0.001 top1 11.719 ( 12.413) top5 2.344 ( 2.425) | Test: [77][136/198] Time 0.720 Data 0.001 top1 14.844 ( 12.431) top5 3.906 ( 2.436) | Test: [77][137/198] Time 0.762 Data 0.001 top1 16.406 ( 12.460) top5 4.688 ( 2.452) | Test: [77][138/198] Time 0.721 Data 0.001 top1 10.156 ( 12.443) top5 0.781 ( 2.440) | Test: [77][139/198] Time 0.718 Data 0.001 top1 9.375 ( 12.421) top5 3.125 ( 2.445) | Test: [77][140/198] Time 0.743 Data 0.001 top1 16.406 ( 12.450) top5 2.344 ( 2.444) | Test: [77][141/198] Time 0.721 Data 0.001 top1 8.594 ( 12.422) top5 2.344 ( 2.443) | Test: [77][142/198] Time 0.720 Data 0.001 top1 12.500 ( 12.423) top5 3.125 ( 2.448) | Test: [77][143/198] Time 0.717 Data 0.001 top1 14.844 ( 12.440) top5 3.906 ( 2.458) | Test: [77][144/198] Time 0.724 Data 0.001 top1 12.500 ( 12.440) top5 2.344 ( 2.458) | Test: [77][145/198] Time 0.718 Data 0.001 top1 10.938 ( 12.430) top5 1.562 ( 2.452) | Test: [77][146/198] Time 0.789 Data 0.001 top1 13.281 ( 12.436) top5 3.125 ( 2.456) | Test: [77][147/198] Time 0.793 Data 0.001 top1 15.625 ( 12.457) top5 3.906 ( 2.466) | Test: [77][148/198] Time 0.721 Data 0.001 top1 11.719 ( 12.452) top5 3.906 ( 2.476) | Test: [77][149/198] Time 0.721 Data 0.000 top1 6.250 ( 12.411) top5 0.000 ( 2.459) | Test: [77][150/198] Time 0.719 Data 0.001 top1 10.156 ( 12.396) top5 2.344 ( 2.458) | Test: [77][151/198] Time 0.714 Data 0.001 top1 11.719 ( 12.391) top5 3.125 ( 2.463) | Test: [77][152/198] Time 0.737 Data 0.001 top1 11.719 ( 12.387) top5 3.125 ( 2.467) | Test: [77][153/198] Time 0.733 Data 0.001 top1 7.031 ( 12.352) top5 1.562 ( 2.461) | Test: [77][154/198] Time 0.724 Data 0.001 top1 10.938 ( 12.343) top5 0.000 ( 2.445) | Test: [77][155/198] Time 0.721 Data 0.001 top1 14.062 ( 12.354) top5 2.344 ( 2.445) | Test: [77][156/198] Time 0.712 Data 0.001 top1 6.250 ( 12.315) top5 1.562 ( 2.439) | Test: [77][157/198] Time 0.724 Data 0.001 top1 11.719 ( 12.311) top5 3.906 ( 2.448) | Test: [77][158/198] Time 0.716 Data 0.001 top1 9.375 ( 12.292) top5 3.125 ( 2.453) | Test: [77][159/198] Time 0.720 Data 0.001 top1 11.719 ( 12.289) top5 0.781 ( 2.442) | Test: [77][160/198] Time 0.716 Data 0.001 top1 11.719 ( 12.285) top5 0.781 ( 2.432) | Test: [77][161/198] Time 0.716 Data 0.001 top1 14.844 ( 12.301) top5 1.562 ( 2.426) | Test: [77][162/198] Time 0.716 Data 0.001 top1 13.281 ( 12.307) top5 0.781 ( 2.416) | Test: [77][163/198] Time 0.713 Data 0.001 top1 15.625 ( 12.327) top5 3.125 ( 2.420) | Test: [77][164/198] Time 0.723 Data 0.001 top1 14.062 ( 12.338) top5 3.906 ( 2.429) | Test: [77][165/198] Time 0.724 Data 0.001 top1 10.938 ( 12.330) top5 1.562 ( 2.424) | Test: [77][166/198] Time 0.720 Data 0.001 top1 14.844 ( 12.345) top5 5.469 ( 2.443) | Test: [77][167/198] Time 0.744 Data 0.001 top1 13.281 ( 12.350) top5 2.344 ( 2.442) | Test: [77][168/198] Time 0.739 Data 0.001 top1 15.625 ( 12.370) top5 2.344 ( 2.441) | Test: [77][169/198] Time 0.724 Data 0.001 top1 14.062 ( 12.380) top5 4.688 ( 2.455) | Test: [77][170/198] Time 0.754 Data 0.001 top1 14.062 ( 12.390) top5 2.344 ( 2.454) | Test: [77][171/198] Time 0.796 Data 0.001 top1 10.938 ( 12.381) top5 2.344 ( 2.453) | Test: [77][172/198] Time 0.728 Data 0.001 top1 14.062 ( 12.391) top5 2.344 ( 2.453) | Test: [77][173/198] Time 0.723 Data 0.001 top1 9.375 ( 12.374) top5 1.562 ( 2.448) | Test: [77][174/198] Time 0.717 Data 0.001 top1 14.844 ( 12.388) top5 6.250 ( 2.469) | Test: [77][175/198] Time 0.731 Data 0.001 top1 13.281 ( 12.393) top5 3.906 ( 2.478) | Test: [77][176/198] Time 0.722 Data 0.001 top1 14.062 ( 12.402) top5 0.781 ( 2.468) | Test: [77][177/198] Time 0.711 Data 0.001 top1 10.156 ( 12.390) top5 3.125 ( 2.472) | Test: [77][178/198] Time 0.728 Data 0.001 top1 11.719 ( 12.386) top5 7.031 ( 2.497) | Test: [77][179/198] Time 0.761 Data 0.001 top1 10.156 ( 12.373) top5 1.562 ( 2.492) | Test: [77][180/198] Time 0.726 Data 0.001 top1 11.719 ( 12.370) top5 0.781 ( 2.483) | Test: [77][181/198] Time 0.721 Data 0.001 top1 14.844 ( 12.383) top5 1.562 ( 2.478) | Test: [77][182/198] Time 0.722 Data 0.001 top1 14.062 ( 12.393) top5 2.344 ( 2.477) | Test: [77][183/198] Time 0.723 Data 0.001 top1 12.500 ( 12.393) top5 2.344 ( 2.476) | Test: [77][184/198] Time 0.731 Data 0.001 top1 12.500 ( 12.394) top5 0.781 ( 2.467) | Test: [77][185/198] Time 0.719 Data 0.001 top1 13.281 ( 12.399) top5 2.344 ( 2.466) | Test: [77][186/198] Time 0.716 Data 0.001 top1 11.719 ( 12.395) top5 2.344 ( 2.466) | Test: [77][187/198] Time 0.721 Data 0.001 top1 14.844 ( 12.408) top5 1.562 ( 2.461) | Test: [77][188/198] Time 0.729 Data 0.000 top1 11.719 ( 12.404) top5 1.562 ( 2.456) | Test: [77][189/198] Time 0.731 Data 0.000 top1 9.375 ( 12.388) top5 0.000 ( 2.443) | Test: [77][190/198] Time 0.744 Data 0.000 top1 14.844 ( 12.401) top5 1.562 ( 2.438) | Test: [77][191/198] Time 0.742 Data 0.000 top1 10.938 ( 12.394) top5 4.688 ( 2.450) | Test: [77][192/198] Time 0.726 Data 0.000 top1 12.500 ( 12.394) top5 3.906 ( 2.458) | Test: [77][193/198] Time 0.717 Data 0.000 top1 12.500 ( 12.395) top5 2.344 ( 2.457) | Test: [77][194/198] Time 0.723 Data 0.000 top1 9.375 ( 12.379) top5 3.125 ( 2.461) | Test: [77][195/198] Time 0.718 Data 0.000 top1 16.406 ( 12.400) top5 1.562 ( 2.456) | Test: [77][196/198] Time 0.714 Data 0.000 top1 10.156 ( 12.388) top5 1.562 ( 2.451) | Test: [77][197/198] Time 0.261 Data 0.001 top1 11.765 ( 12.385) top5 2.941 ( 2.454) | Test: [77][198/198] Time 0.710 Data 0.000 top1 17.188 ( 12.409) top5 6.250 ( 2.473) * Finished epoch # 77 top1: 12.409 top5: 2.473 Epoch 78 => Training epoch # 78 | Epoch: [78][1/553] Time 5.198 Data 2.691 Err 0.1927 top1 4.688 top5 0.000 | Epoch: [78][2/553] Time 2.468 Data 0.002 Err 0.2141 top1 7.031 top5 1.562 | Epoch: [78][3/553] Time 2.438 Data 0.001 Err 0.1911 top1 4.688 top5 0.781 | Epoch: [78][4/553] Time 2.444 Data 0.001 Err 0.1111 top1 3.125 top5 0.000 | Epoch: [78][5/553] Time 2.512 Data 0.001 Err 0.1316 top1 3.906 top5 0.781 | Epoch: [78][6/553] Time 2.497 Data 0.001 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [78][7/553] Time 2.438 Data 0.001 Err 0.2118 top1 7.812 top5 1.562 | Epoch: [78][8/553] Time 2.469 Data 0.001 Err 0.1873 top1 5.469 top5 2.344 | Epoch: [78][9/553] Time 2.445 Data 0.001 Err 0.2704 top1 7.812 top5 0.781 | Epoch: [78][10/553] Time 2.445 Data 0.002 Err 0.3127 top1 9.375 top5 3.125 | Epoch: [78][11/553] Time 2.430 Data 0.001 Err 0.4125 top1 7.812 top5 5.469 | Epoch: [78][12/553] Time 2.456 Data 0.002 Err 0.3961 top1 11.719 top5 3.125 | Epoch: [78][13/553] Time 2.498 Data 0.001 Err 0.3783 top1 7.812 top5 3.906 | Epoch: [78][14/553] Time 2.487 Data 0.001 Err 0.2796 top1 7.812 top5 0.781 | Epoch: [78][15/553] Time 2.467 Data 0.000 Err 0.2603 top1 7.031 top5 2.344 | Epoch: [78][16/553] Time 2.461 Data 0.001 Err 0.1343 top1 3.906 top5 0.000 | Epoch: [78][17/553] Time 2.438 Data 0.001 Err 0.3550 top1 7.812 top5 3.125 | Epoch: [78][18/553] Time 2.428 Data 0.001 Err 0.2825 top1 7.812 top5 2.344 | Epoch: [78][19/553] Time 2.436 Data 0.001 Err 0.1563 top1 4.688 top5 1.562 | Epoch: [78][20/553] Time 2.451 Data 0.001 Err 0.3552 top1 10.156 top5 3.906 | Epoch: [78][21/553] Time 2.441 Data 0.001 Err 0.1386 top1 3.906 top5 0.781 | Epoch: [78][22/553] Time 2.457 Data 0.001 Err 0.2183 top1 7.031 top5 2.344 | Epoch: [78][23/553] Time 2.442 Data 0.001 Err 0.1741 top1 5.469 top5 0.000 | Epoch: [78][24/553] Time 2.506 Data 0.001 Err 0.3965 top1 12.500 top5 0.781 | Epoch: [78][25/553] Time 2.500 Data 0.001 Err 0.2694 top1 6.250 top5 2.344 | Epoch: [78][26/553] Time 2.445 Data 0.001 Err 0.3494 top1 7.812 top5 2.344 | Epoch: [78][27/553] Time 2.483 Data 0.001 Err 0.1504 top1 7.031 top5 0.781 | Epoch: [78][28/553] Time 2.436 Data 0.001 Err 0.2312 top1 5.469 top5 1.562 | Epoch: [78][29/553] Time 2.450 Data 0.001 Err 0.2179 top1 4.688 top5 2.344 | Epoch: [78][30/553] Time 2.509 Data 0.001 Err 0.3198 top1 10.938 top5 2.344 | Epoch: [78][31/553] Time 2.446 Data 0.001 Err 0.1648 top1 3.125 top5 1.562 | Epoch: [78][32/553] Time 2.449 Data 0.001 Err 0.2771 top1 7.812 top5 1.562 | Epoch: [78][33/553] Time 2.481 Data 0.001 Err 0.3218 top1 7.812 top5 3.125 | Epoch: [78][34/553] Time 2.520 Data 0.001 Err 0.2914 top1 7.031 top5 2.344 | Epoch: [78][35/553] Time 2.470 Data 0.001 Err 0.1165 top1 3.125 top5 0.000 | Epoch: [78][36/553] Time 2.456 Data 0.001 Err 0.3707 top1 7.031 top5 3.906 | Epoch: [78][37/553] Time 2.471 Data 0.001 Err 0.2619 top1 7.812 top5 0.781 | Epoch: [78][38/553] Time 2.487 Data 0.001 Err 0.2188 top1 4.688 top5 1.562 | Epoch: [78][39/553] Time 2.482 Data 0.001 Err 0.4348 top1 10.938 top5 5.469 | Epoch: [78][40/553] Time 2.466 Data 0.001 Err 0.2680 top1 4.688 top5 3.906 | Epoch: [78][41/553] Time 2.434 Data 0.001 Err 0.2224 top1 7.812 top5 0.000 | Epoch: [78][42/553] Time 2.515 Data 0.001 Err 0.1913 top1 4.688 top5 1.562 | Epoch: [78][43/553] Time 2.474 Data 0.001 Err 0.2256 top1 7.812 top5 1.562 | Epoch: [78][44/553] Time 2.452 Data 0.001 Err 0.3017 top1 8.594 top5 3.906 | Epoch: [78][45/553] Time 2.447 Data 0.001 Err 0.1853 top1 5.469 top5 1.562 | Epoch: [78][46/553] Time 2.431 Data 0.000 Err 0.2598 top1 7.812 top5 1.562 | Epoch: [78][47/553] Time 2.447 Data 0.000 Err 0.2356 top1 5.469 top5 2.344 | Epoch: [78][48/553] Time 2.517 Data 0.001 Err 0.2132 top1 3.906 top5 2.344 | Epoch: [78][49/553] Time 2.445 Data 0.001 Err 0.2204 top1 5.469 top5 1.562 | Epoch: [78][50/553] Time 2.457 Data 0.001 Err 0.4322 top1 10.938 top5 3.125 | Epoch: [78][51/553] Time 2.452 Data 0.002 Err 0.2494 top1 7.812 top5 1.562 | Epoch: [78][52/553] Time 2.437 Data 0.001 Err 0.1725 top1 3.906 top5 0.781 | Epoch: [78][53/553] Time 2.453 Data 0.001 Err 0.2753 top1 5.469 top5 3.906 | Epoch: [78][54/553] Time 2.471 Data 0.001 Err 0.1296 top1 4.688 top5 0.781 | Epoch: [78][55/553] Time 2.446 Data 0.001 Err 0.2929 top1 7.812 top5 3.906 | Epoch: [78][56/553] Time 2.474 Data 0.001 Err 0.4454 top1 10.938 top5 4.688 | Epoch: [78][57/553] Time 2.502 Data 0.001 Err 0.3271 top1 7.031 top5 2.344 | Epoch: [78][58/553] Time 2.455 Data 0.001 Err 0.2043 top1 7.031 top5 1.562 | Epoch: [78][59/553] Time 2.432 Data 0.001 Err 0.2017 top1 4.688 top5 0.781 | Epoch: [78][60/553] Time 2.446 Data 0.001 Err 0.1923 top1 3.906 top5 0.781 | Epoch: [78][61/553] Time 2.442 Data 0.001 Err 0.3893 top1 10.156 top5 3.906 | Epoch: [78][62/553] Time 2.448 Data 0.001 Err 0.1999 top1 7.031 top5 0.000 | Epoch: [78][63/553] Time 2.453 Data 0.001 Err 0.2445 top1 6.250 top5 1.562 | Epoch: [78][64/553] Time 2.460 Data 0.001 Err 0.2865 top1 8.594 top5 2.344 | Epoch: [78][65/553] Time 2.467 Data 0.001 Err 0.1801 top1 3.906 top5 1.562 | Epoch: [78][66/553] Time 2.447 Data 0.001 Err 0.3611 top1 9.375 top5 3.125 | Epoch: [78][67/553] Time 2.446 Data 0.001 Err 0.2931 top1 6.250 top5 3.906 | Epoch: [78][68/553] Time 2.481 Data 0.001 Err 0.2716 top1 6.250 top5 0.781 | Epoch: [78][69/553] Time 2.473 Data 0.001 Err 0.2471 top1 4.688 top5 1.562 | Epoch: [78][70/553] Time 2.462 Data 0.001 Err 0.3934 top1 9.375 top5 4.688 | Epoch: [78][71/553] Time 2.442 Data 0.001 Err 0.2858 top1 7.812 top5 3.125 | Epoch: [78][72/553] Time 2.485 Data 0.004 Err 0.2045 top1 6.250 top5 0.781 | Epoch: [78][73/553] Time 2.441 Data 0.001 Err 0.2680 top1 7.812 top5 3.125 | Epoch: [78][74/553] Time 2.508 Data 0.001 Err 0.1562 top1 3.125 top5 0.781 | Epoch: [78][75/553] Time 2.447 Data 0.001 Err 0.1046 top1 3.906 top5 0.781 | Epoch: [78][76/553] Time 2.446 Data 0.001 Err 0.2126 top1 5.469 top5 1.562 | Epoch: [78][77/553] Time 2.522 Data 0.001 Err 0.3679 top1 8.594 top5 3.906 | Epoch: [78][78/553] Time 2.515 Data 0.001 Err 0.1547 top1 5.469 top5 0.781 | Epoch: [78][79/553] Time 2.456 Data 0.001 Err 0.3105 top1 7.812 top5 3.125 | Epoch: [78][80/553] Time 2.447 Data 0.001 Err 0.3695 top1 7.812 top5 5.469 | Epoch: [78][81/553] Time 2.456 Data 0.001 Err 0.1790 top1 3.906 top5 2.344 | Epoch: [78][82/553] Time 2.451 Data 0.001 Err 0.1832 top1 5.469 top5 0.781 | Epoch: [78][83/553] Time 2.497 Data 0.001 Err 0.2477 top1 6.250 top5 1.562 | Epoch: [78][84/553] Time 2.473 Data 0.001 Err 0.2124 top1 5.469 top5 1.562 | Epoch: [78][85/553] Time 2.442 Data 0.001 Err 0.3872 top1 10.156 top5 6.250 | Epoch: [78][86/553] Time 2.441 Data 0.001 Err 0.2450 top1 3.125 top5 3.125 | Epoch: [78][87/553] Time 2.450 Data 0.001 Err 0.3238 top1 9.375 top5 2.344 | Epoch: [78][88/553] Time 2.470 Data 0.001 Err 0.1538 top1 4.688 top5 1.562 | Epoch: [78][89/553] Time 2.444 Data 0.001 Err 0.2249 top1 4.688 top5 1.562 | Epoch: [78][90/553] Time 2.468 Data 0.001 Err 0.2947 top1 9.375 top5 2.344 | Epoch: [78][91/553] Time 2.481 Data 0.002 Err 0.2669 top1 7.031 top5 1.562 | Epoch: [78][92/553] Time 2.451 Data 0.001 Err 0.1934 top1 4.688 top5 0.000 | Epoch: [78][93/553] Time 2.452 Data 0.001 Err 0.2442 top1 6.250 top5 1.562 | Epoch: [78][94/553] Time 2.484 Data 0.001 Err 0.2978 top1 7.812 top5 3.125 | Epoch: [78][95/553] Time 2.434 Data 0.001 Err 0.2557 top1 7.812 top5 3.125 | Epoch: [78][96/553] Time 2.474 Data 0.000 Err 0.2209 top1 3.906 top5 3.125 | Epoch: [78][97/553] Time 2.508 Data 0.001 Err 0.2761 top1 7.812 top5 2.344 | Epoch: [78][98/553] Time 2.435 Data 0.001 Err 0.1745 top1 3.906 top5 0.781 | Epoch: [78][99/553] Time 2.492 Data 0.001 Err 0.3261 top1 6.250 top5 3.125 | Epoch: [78][100/553] Time 2.511 Data 0.001 Err 0.1926 top1 5.469 top5 1.562 | Epoch: [78][101/553] Time 2.455 Data 0.001 Err 0.1973 top1 5.469 top5 0.781 | Epoch: [78][102/553] Time 2.473 Data 0.001 Err 0.2344 top1 8.594 top5 1.562 | Epoch: [78][103/553] Time 2.443 Data 0.001 Err 0.1732 top1 3.906 top5 1.562 | Epoch: [78][104/553] Time 2.511 Data 0.001 Err 0.2105 top1 4.688 top5 1.562 | Epoch: [78][105/553] Time 2.464 Data 0.001 Err 0.2467 top1 8.594 top5 0.781 | Epoch: [78][106/553] Time 2.446 Data 0.001 Err 0.3415 top1 9.375 top5 3.906 | Epoch: [78][107/553] Time 2.442 Data 0.001 Err 0.2838 top1 8.594 top5 1.562 | Epoch: [78][108/553] Time 2.454 Data 0.001 Err 0.1724 top1 5.469 top5 1.562 | Epoch: [78][109/553] Time 2.449 Data 0.002 Err 0.4245 top1 10.938 top5 4.688 | Epoch: [78][110/553] Time 2.460 Data 0.003 Err 0.1607 top1 3.125 top5 1.562 | Epoch: [78][111/553] Time 2.452 Data 0.001 Err 0.3558 top1 7.812 top5 3.125 | Epoch: [78][112/553] Time 2.489 Data 0.001 Err 0.2574 top1 7.031 top5 1.562 | Epoch: [78][113/553] Time 2.488 Data 0.000 Err 0.1828 top1 4.688 top5 2.344 | Epoch: [78][114/553] Time 2.522 Data 0.001 Err 0.1388 top1 4.688 top5 0.000 | Epoch: [78][115/553] Time 2.439 Data 0.001 Err 0.4018 top1 9.375 top5 3.906 | Epoch: [78][116/553] Time 2.481 Data 0.001 Err 0.3211 top1 8.594 top5 3.906 | Epoch: [78][117/553] Time 2.465 Data 0.001 Err 0.2315 top1 6.250 top5 2.344 | Epoch: [78][118/553] Time 2.442 Data 0.001 Err 0.2103 top1 7.031 top5 2.344 | Epoch: [78][119/553] Time 2.439 Data 0.001 Err 0.2803 top1 8.594 top5 2.344 | Epoch: [78][120/553] Time 2.474 Data 0.001 Err 0.2014 top1 5.469 top5 3.125 | Epoch: [78][121/553] Time 2.483 Data 0.001 Err 0.2080 top1 5.469 top5 1.562 | Epoch: [78][122/553] Time 2.493 Data 0.001 Err 0.4262 top1 12.500 top5 3.906 | Epoch: [78][123/553] Time 2.453 Data 0.001 Err 0.1599 top1 4.688 top5 0.781 | Epoch: [78][124/553] Time 2.444 Data 0.001 Err 0.3089 top1 6.250 top5 3.125 | Epoch: [78][125/553] Time 2.451 Data 0.001 Err 0.2792 top1 7.031 top5 1.562 | Epoch: [78][126/553] Time 2.482 Data 0.001 Err 0.2411 top1 7.031 top5 2.344 | Epoch: [78][127/553] Time 2.448 Data 0.001 Err 0.1471 top1 4.688 top5 1.562 | Epoch: [78][128/553] Time 2.452 Data 0.001 Err 0.3482 top1 8.594 top5 3.125 | Epoch: [78][129/553] Time 2.447 Data 0.002 Err 0.1755 top1 4.688 top5 1.562 | Epoch: [78][130/553] Time 2.444 Data 0.001 Err 0.1464 top1 3.125 top5 0.781 | Epoch: [78][131/553] Time 2.443 Data 0.001 Err 0.1765 top1 3.906 top5 1.562 | Epoch: [78][132/553] Time 2.471 Data 0.001 Err 0.3199 top1 7.031 top5 2.344 | Epoch: [78][133/553] Time 2.441 Data 0.001 Err 0.2113 top1 4.688 top5 2.344 | Epoch: [78][134/553] Time 2.511 Data 0.001 Err 0.2568 top1 6.250 top5 3.125 | Epoch: [78][135/553] Time 2.500 Data 0.001 Err 0.3338 top1 8.594 top5 2.344 | Epoch: [78][136/553] Time 2.475 Data 0.001 Err 0.1486 top1 3.125 top5 1.562 | Epoch: [78][137/553] Time 2.463 Data 0.001 Err 0.3088 top1 7.812 top5 3.906 | Epoch: [78][138/553] Time 2.436 Data 0.001 Err 0.2630 top1 9.375 top5 2.344 | Epoch: [78][139/553] Time 2.444 Data 0.001 Err 0.2313 top1 6.250 top5 0.781 | Epoch: [78][140/553] Time 2.465 Data 0.001 Err 0.1525 top1 3.906 top5 0.781 | Epoch: [78][141/553] Time 2.515 Data 0.001 Err 0.1495 top1 3.906 top5 0.000 | Epoch: [78][142/553] Time 2.479 Data 0.001 Err 0.3428 top1 9.375 top5 3.125 | Epoch: [78][143/553] Time 2.486 Data 0.001 Err 0.2838 top1 8.594 top5 0.781 | Epoch: [78][144/553] Time 2.536 Data 0.001 Err 0.2187 top1 5.469 top5 1.562 | Epoch: [78][145/553] Time 2.444 Data 0.001 Err 0.2353 top1 5.469 top5 1.562 | Epoch: [78][146/553] Time 2.487 Data 0.001 Err 0.1993 top1 5.469 top5 1.562 | Epoch: [78][147/553] Time 2.435 Data 0.001 Err 0.2484 top1 8.594 top5 2.344 | Epoch: [78][148/553] Time 2.438 Data 0.001 Err 0.1915 top1 6.250 top5 0.000 | Epoch: [78][149/553] Time 2.469 Data 0.000 Err 0.2583 top1 7.031 top5 1.562 | Epoch: [78][150/553] Time 2.518 Data 0.001 Err 0.2655 top1 7.812 top5 2.344 | Epoch: [78][151/553] Time 2.441 Data 0.000 Err 0.3035 top1 7.031 top5 3.125 | Epoch: [78][152/553] Time 2.468 Data 0.001 Err 0.2992 top1 7.031 top5 3.906 | Epoch: [78][153/553] Time 2.463 Data 0.001 Err 0.2375 top1 6.250 top5 2.344 | Epoch: [78][154/553] Time 2.487 Data 0.001 Err 0.1788 top1 3.125 top5 0.781 | Epoch: [78][155/553] Time 2.484 Data 0.001 Err 0.2198 top1 4.688 top5 2.344 | Epoch: [78][156/553] Time 2.514 Data 0.001 Err 0.2256 top1 7.812 top5 1.562 | Epoch: [78][157/553] Time 2.437 Data 0.001 Err 0.2088 top1 5.469 top5 0.781 | Epoch: [78][158/553] Time 2.524 Data 0.001 Err 0.2254 top1 7.031 top5 1.562 | Epoch: [78][159/553] Time 2.492 Data 0.001 Err 0.2520 top1 3.906 top5 3.906 | Epoch: [78][160/553] Time 2.491 Data 0.001 Err 0.2944 top1 9.375 top5 1.562 | Epoch: [78][161/553] Time 2.445 Data 0.001 Err 0.2642 top1 5.469 top5 1.562 | Epoch: [78][162/553] Time 2.470 Data 0.000 Err 0.2423 top1 7.031 top5 1.562 | Epoch: [78][163/553] Time 2.451 Data 0.001 Err 0.2564 top1 7.031 top5 2.344 | Epoch: [78][164/553] Time 2.460 Data 0.001 Err 0.2516 top1 8.594 top5 1.562 | Epoch: [78][165/553] Time 2.471 Data 0.001 Err 0.2611 top1 6.250 top5 1.562 | Epoch: [78][166/553] Time 2.444 Data 0.001 Err 0.1700 top1 5.469 top5 0.781 | Epoch: [78][167/553] Time 2.441 Data 0.003 Err 0.2540 top1 5.469 top5 2.344 | Epoch: [78][168/553] Time 2.430 Data 0.001 Err 0.2608 top1 7.812 top5 0.781 | Epoch: [78][169/553] Time 2.464 Data 0.001 Err 0.3683 top1 7.812 top5 4.688 | Epoch: [78][170/553] Time 2.512 Data 0.001 Err 0.2310 top1 3.906 top5 1.562 | Epoch: [78][171/553] Time 2.433 Data 0.001 Err 0.2262 top1 4.688 top5 2.344 | Epoch: [78][172/553] Time 2.444 Data 0.001 Err 0.1014 top1 1.562 top5 0.000 | Epoch: [78][173/553] Time 2.461 Data 0.001 Err 0.2264 top1 5.469 top5 3.125 | Epoch: [78][174/553] Time 2.447 Data 0.001 Err 0.2653 top1 7.812 top5 2.344 | Epoch: [78][175/553] Time 2.445 Data 0.001 Err 0.2701 top1 7.812 top5 1.562 | Epoch: [78][176/553] Time 2.439 Data 0.001 Err 0.1645 top1 3.125 top5 0.781 | Epoch: [78][177/553] Time 2.510 Data 0.001 Err 0.1582 top1 3.906 top5 0.781 | Epoch: [78][178/553] Time 2.483 Data 0.001 Err 0.2916 top1 7.812 top5 1.562 | Epoch: [78][179/553] Time 2.458 Data 0.001 Err 0.3365 top1 8.594 top5 2.344 | Epoch: [78][180/553] Time 2.487 Data 0.000 Err 0.2494 top1 6.250 top5 1.562 | Epoch: [78][181/553] Time 2.452 Data 0.001 Err 0.1708 top1 3.906 top5 1.562 | Epoch: [78][182/553] Time 2.481 Data 0.001 Err 0.2274 top1 3.906 top5 1.562 | Epoch: [78][183/553] Time 2.440 Data 0.001 Err 0.1753 top1 5.469 top5 1.562 | Epoch: [78][184/553] Time 2.489 Data 0.001 Err 0.1755 top1 3.125 top5 0.781 | Epoch: [78][185/553] Time 2.461 Data 0.001 Err 0.1484 top1 3.125 top5 0.781 | Epoch: [78][186/553] Time 2.446 Data 0.002 Err 0.2116 top1 5.469 top5 3.125 | Epoch: [78][187/553] Time 2.437 Data 0.001 Err 0.2474 top1 6.250 top5 2.344 | Epoch: [78][188/553] Time 2.438 Data 0.001 Err 0.2853 top1 6.250 top5 2.344 | Epoch: [78][189/553] Time 2.469 Data 0.000 Err 0.2901 top1 10.156 top5 1.562 | Epoch: [78][190/553] Time 2.506 Data 0.001 Err 0.2962 top1 7.812 top5 3.125 | Epoch: [78][191/553] Time 2.498 Data 0.001 Err 0.2458 top1 8.594 top5 0.781 | Epoch: [78][192/553] Time 2.454 Data 0.001 Err 0.3105 top1 8.594 top5 2.344 | Epoch: [78][193/553] Time 2.460 Data 0.000 Err 0.1961 top1 5.469 top5 0.781 | Epoch: [78][194/553] Time 2.447 Data 0.001 Err 0.3595 top1 9.375 top5 3.125 | Epoch: [78][195/553] Time 2.447 Data 0.001 Err 0.2194 top1 5.469 top5 0.781 | Epoch: [78][196/553] Time 2.456 Data 0.001 Err 0.3367 top1 6.250 top5 3.906 | Epoch: [78][197/553] Time 2.461 Data 0.001 Err 0.1298 top1 3.125 top5 0.781 | Epoch: [78][198/553] Time 2.471 Data 0.001 Err 0.2038 top1 6.250 top5 0.000 | Epoch: [78][199/553] Time 2.443 Data 0.001 Err 0.3314 top1 9.375 top5 0.781 | Epoch: [78][200/553] Time 2.460 Data 0.001 Err 0.2997 top1 7.031 top5 3.125 | Epoch: [78][201/553] Time 2.463 Data 0.001 Err 0.1762 top1 2.344 top5 1.562 | Epoch: [78][202/553] Time 2.480 Data 0.001 Err 0.2563 top1 7.031 top5 2.344 | Epoch: [78][203/553] Time 2.452 Data 0.001 Err 0.2198 top1 3.906 top5 2.344 | Epoch: [78][204/553] Time 2.480 Data 0.001 Err 0.1753 top1 3.906 top5 0.781 | Epoch: [78][205/553] Time 2.503 Data 0.002 Err 0.2845 top1 7.031 top5 1.562 | Epoch: [78][206/553] Time 2.436 Data 0.001 Err 0.1745 top1 3.906 top5 3.125 | Epoch: [78][207/553] Time 2.443 Data 0.001 Err 0.2625 top1 5.469 top5 3.125 | Epoch: [78][208/553] Time 2.467 Data 0.001 Err 0.1805 top1 4.688 top5 0.781 | Epoch: [78][209/553] Time 2.440 Data 0.000 Err 0.2341 top1 7.031 top5 1.562 | Epoch: [78][210/553] Time 2.448 Data 0.001 Err 0.2679 top1 6.250 top5 2.344 | Epoch: [78][211/553] Time 2.446 Data 0.001 Err 0.2051 top1 3.906 top5 0.781 | Epoch: [78][212/553] Time 2.479 Data 0.001 Err 0.2927 top1 10.156 top5 3.125 | Epoch: [78][213/553] Time 2.506 Data 0.000 Err 0.2332 top1 5.469 top5 1.562 | Epoch: [78][214/553] Time 2.465 Data 0.001 Err 0.3438 top1 8.594 top5 3.125 | Epoch: [78][215/553] Time 2.472 Data 0.001 Err 0.2145 top1 6.250 top5 1.562 | Epoch: [78][216/553] Time 2.511 Data 0.001 Err 0.2241 top1 6.250 top5 3.125 | Epoch: [78][217/553] Time 2.456 Data 0.001 Err 0.2934 top1 7.031 top5 2.344 | Epoch: [78][218/553] Time 2.453 Data 0.001 Err 0.1660 top1 3.906 top5 0.000 | Epoch: [78][219/553] Time 2.487 Data 0.001 Err 0.1876 top1 3.125 top5 1.562 | Epoch: [78][220/553] Time 2.456 Data 0.001 Err 0.2852 top1 7.031 top5 1.562 | Epoch: [78][221/553] Time 2.450 Data 0.001 Err 0.1458 top1 3.125 top5 0.000 | Epoch: [78][222/553] Time 2.448 Data 0.001 Err 0.2068 top1 7.031 top5 0.781 | Epoch: [78][223/553] Time 2.443 Data 0.001 Err 0.3536 top1 9.375 top5 3.125 | Epoch: [78][224/553] Time 2.447 Data 0.002 Err 0.2988 top1 6.250 top5 3.125 | Epoch: [78][225/553] Time 2.460 Data 0.001 Err 0.3268 top1 10.156 top5 3.125 | Epoch: [78][226/553] Time 2.453 Data 0.001 Err 0.3249 top1 6.250 top5 3.125 | Epoch: [78][227/553] Time 2.451 Data 0.001 Err 0.1345 top1 2.344 top5 0.781 | Epoch: [78][228/553] Time 2.495 Data 0.000 Err 0.2043 top1 4.688 top5 1.562 | Epoch: [78][229/553] Time 2.436 Data 0.001 Err 0.1644 top1 4.688 top5 0.000 | Epoch: [78][230/553] Time 2.476 Data 0.001 Err 0.3150 top1 7.812 top5 2.344 | Epoch: [78][231/553] Time 2.443 Data 0.001 Err 0.1875 top1 5.469 top5 1.562 | Epoch: [78][232/553] Time 2.473 Data 0.001 Err 0.2830 top1 5.469 top5 2.344 | Epoch: [78][233/553] Time 2.457 Data 0.001 Err 0.2741 top1 5.469 top5 1.562 | Epoch: [78][234/553] Time 2.480 Data 0.001 Err 0.2031 top1 5.469 top5 2.344 | Epoch: [78][235/553] Time 2.447 Data 0.001 Err 0.1031 top1 1.562 top5 0.000 | Epoch: [78][236/553] Time 2.451 Data 0.001 Err 0.1867 top1 6.250 top5 0.000 | Epoch: [78][237/553] Time 2.536 Data 0.001 Err 0.3270 top1 7.031 top5 3.125 | Epoch: [78][238/553] Time 2.492 Data 0.001 Err 0.3788 top1 10.156 top5 3.125 | Epoch: [78][239/553] Time 2.451 Data 0.001 Err 0.2287 top1 5.469 top5 2.344 | Epoch: [78][240/553] Time 2.490 Data 0.001 Err 0.1927 top1 3.906 top5 1.562 | Epoch: [78][241/553] Time 2.458 Data 0.000 Err 0.2776 top1 6.250 top5 3.125 | Epoch: [78][242/553] Time 2.453 Data 0.001 Err 0.2502 top1 6.250 top5 1.562 | Epoch: [78][243/553] Time 2.499 Data 0.001 Err 0.4632 top1 11.719 top5 4.688 | Epoch: [78][244/553] Time 2.452 Data 0.001 Err 0.2989 top1 7.812 top5 2.344 | Epoch: [78][245/553] Time 2.464 Data 0.001 Err 0.3286 top1 8.594 top5 4.688 | Epoch: [78][246/553] Time 2.505 Data 0.001 Err 0.1496 top1 3.125 top5 1.562 | Epoch: [78][247/553] Time 2.441 Data 0.001 Err 0.1959 top1 4.688 top5 0.000 | Epoch: [78][248/553] Time 2.444 Data 0.001 Err 0.2595 top1 6.250 top5 2.344 | Epoch: [78][249/553] Time 2.445 Data 0.001 Err 0.0498 top1 0.781 top5 0.000 | Epoch: [78][250/553] Time 2.480 Data 0.001 Err 0.2898 top1 10.938 top5 0.781 | Epoch: [78][251/553] Time 2.504 Data 0.001 Err 0.0760 top1 1.562 top5 0.000 | Epoch: [78][252/553] Time 2.505 Data 0.001 Err 0.4670 top1 11.719 top5 4.688 | Epoch: [78][253/553] Time 2.450 Data 0.001 Err 0.2315 top1 6.250 top5 0.781 | Epoch: [78][254/553] Time 2.441 Data 0.001 Err 0.1584 top1 3.906 top5 0.000 | Epoch: [78][255/553] Time 2.447 Data 0.001 Err 0.4682 top1 12.500 top5 5.469 | Epoch: [78][256/553] Time 2.451 Data 0.001 Err 0.2985 top1 7.812 top5 3.125 | Epoch: [78][257/553] Time 2.462 Data 0.001 Err 0.1225 top1 3.906 top5 0.000 | Epoch: [78][258/553] Time 2.468 Data 0.001 Err 0.1700 top1 4.688 top5 1.562 | Epoch: [78][259/553] Time 2.480 Data 0.001 Err 0.1847 top1 4.688 top5 1.562 | Epoch: [78][260/553] Time 2.467 Data 0.001 Err 0.3531 top1 8.594 top5 2.344 | Epoch: [78][261/553] Time 2.495 Data 0.001 Err 0.1534 top1 3.906 top5 1.562 | Epoch: [78][262/553] Time 2.506 Data 0.005 Err 0.1841 top1 6.250 top5 1.562 | Epoch: [78][263/553] Time 2.448 Data 0.001 Err 0.2089 top1 4.688 top5 1.562 | Epoch: [78][264/553] Time 2.533 Data 0.001 Err 0.1229 top1 3.125 top5 0.000 | Epoch: [78][265/553] Time 2.441 Data 0.001 Err 0.2468 top1 6.250 top5 2.344 | Epoch: [78][266/553] Time 2.464 Data 0.001 Err 0.1660 top1 3.906 top5 0.781 | Epoch: [78][267/553] Time 2.454 Data 0.001 Err 0.1895 top1 5.469 top5 0.000 | Epoch: [78][268/553] Time 2.450 Data 0.001 Err 0.3325 top1 8.594 top5 2.344 | Epoch: [78][269/553] Time 2.458 Data 0.001 Err 0.2069 top1 3.906 top5 2.344 | Epoch: [78][270/553] Time 2.451 Data 0.001 Err 0.3804 top1 9.375 top5 3.906 | Epoch: [78][271/553] Time 2.441 Data 0.001 Err 0.2567 top1 6.250 top5 1.562 | Epoch: [78][272/553] Time 2.472 Data 0.001 Err 0.1596 top1 4.688 top5 1.562 | Epoch: [78][273/553] Time 2.485 Data 0.000 Err 0.3258 top1 8.594 top5 3.906 | Epoch: [78][274/553] Time 2.447 Data 0.001 Err 0.2778 top1 7.031 top5 3.125 | Epoch: [78][275/553] Time 2.480 Data 0.001 Err 0.2673 top1 4.688 top5 0.781 | Epoch: [78][276/553] Time 2.442 Data 0.001 Err 0.2366 top1 7.031 top5 0.000 | Epoch: [78][277/553] Time 2.459 Data 0.001 Err 0.1461 top1 3.906 top5 0.781 | Epoch: [78][278/553] Time 2.438 Data 0.001 Err 0.2074 top1 7.031 top5 1.562 | Epoch: [78][279/553] Time 2.478 Data 0.001 Err 0.2040 top1 3.906 top5 0.781 | Epoch: [78][280/553] Time 2.515 Data 0.001 Err 0.2590 top1 6.250 top5 1.562 | Epoch: [78][281/553] Time 2.455 Data 0.003 Err 0.0842 top1 2.344 top5 0.000 | Epoch: [78][282/553] Time 2.450 Data 0.000 Err 0.2155 top1 3.906 top5 2.344 | Epoch: [78][283/553] Time 2.473 Data 0.001 Err 0.3222 top1 7.031 top5 3.125 | Epoch: [78][284/553] Time 2.462 Data 0.001 Err 0.2926 top1 7.812 top5 2.344 | Epoch: [78][285/553] Time 2.451 Data 0.001 Err 0.3928 top1 9.375 top5 4.688 | Epoch: [78][286/553] Time 2.445 Data 0.000 Err 0.3016 top1 7.812 top5 2.344 | Epoch: [78][287/553] Time 2.445 Data 0.001 Err 0.2157 top1 3.125 top5 1.562 | Epoch: [78][288/553] Time 2.440 Data 0.001 Err 0.3275 top1 7.812 top5 2.344 | Epoch: [78][289/553] Time 2.442 Data 0.001 Err 0.3413 top1 9.375 top5 3.125 | Epoch: [78][290/553] Time 2.461 Data 0.001 Err 0.2184 top1 5.469 top5 0.781 | Epoch: [78][291/553] Time 2.480 Data 0.001 Err 0.2070 top1 5.469 top5 3.125 | Epoch: [78][292/553] Time 2.454 Data 0.001 Err 0.2430 top1 7.031 top5 3.125 | Epoch: [78][293/553] Time 2.449 Data 0.001 Err 0.2431 top1 7.031 top5 1.562 | Epoch: [78][294/553] Time 2.461 Data 0.001 Err 0.2709 top1 9.375 top5 2.344 | Epoch: [78][295/553] Time 2.484 Data 0.000 Err 0.1695 top1 5.469 top5 0.781 | Epoch: [78][296/553] Time 2.450 Data 0.001 Err 0.2126 top1 3.906 top5 1.562 | Epoch: [78][297/553] Time 2.461 Data 0.001 Err 0.1260 top1 2.344 top5 0.781 | Epoch: [78][298/553] Time 2.441 Data 0.001 Err 0.3591 top1 10.938 top5 3.125 | Epoch: [78][299/553] Time 2.443 Data 0.001 Err 0.3703 top1 12.500 top5 3.906 | Epoch: [78][300/553] Time 2.490 Data 0.002 Err 0.2029 top1 6.250 top5 0.000 | Epoch: [78][301/553] Time 2.499 Data 0.001 Err 0.3021 top1 6.250 top5 3.125 | Epoch: [78][302/553] Time 2.486 Data 0.001 Err 0.2704 top1 5.469 top5 3.906 | Epoch: [78][303/553] Time 2.455 Data 0.001 Err 0.1455 top1 3.125 top5 0.781 | Epoch: [78][304/553] Time 2.466 Data 0.001 Err 0.1398 top1 3.125 top5 1.562 | Epoch: [78][305/553] Time 2.441 Data 0.001 Err 0.2875 top1 7.812 top5 2.344 | Epoch: [78][306/553] Time 2.443 Data 0.001 Err 0.2289 top1 4.688 top5 2.344 | Epoch: [78][307/553] Time 2.437 Data 0.001 Err 0.1953 top1 6.250 top5 0.781 | Epoch: [78][308/553] Time 2.513 Data 0.001 Err 0.3159 top1 8.594 top5 2.344 | Epoch: [78][309/553] Time 2.461 Data 0.001 Err 0.2937 top1 7.812 top5 3.125 | Epoch: [78][310/553] Time 2.485 Data 0.001 Err 0.3622 top1 10.938 top5 3.906 | Epoch: [78][311/553] Time 2.439 Data 0.001 Err 0.1174 top1 2.344 top5 0.000 | Epoch: [78][312/553] Time 2.438 Data 0.001 Err 0.3519 top1 7.031 top5 3.125 | Epoch: [78][313/553] Time 2.462 Data 0.000 Err 0.2203 top1 7.812 top5 0.000 | Epoch: [78][314/553] Time 2.444 Data 0.001 Err 0.2685 top1 7.812 top5 2.344 | Epoch: [78][315/553] Time 2.503 Data 0.001 Err 0.3732 top1 7.812 top5 3.125 | Epoch: [78][316/553] Time 2.469 Data 0.001 Err 0.2446 top1 6.250 top5 3.906 | Epoch: [78][317/553] Time 2.501 Data 0.001 Err 0.2064 top1 5.469 top5 1.562 | Epoch: [78][318/553] Time 2.428 Data 0.001 Err 0.1823 top1 4.688 top5 0.000 | Epoch: [78][319/553] Time 2.451 Data 0.001 Err 0.2414 top1 3.906 top5 3.125 | Epoch: [78][320/553] Time 2.445 Data 0.001 Err 0.1986 top1 4.688 top5 0.781 | Epoch: [78][321/553] Time 2.494 Data 0.001 Err 0.2107 top1 7.031 top5 0.781 | Epoch: [78][322/553] Time 2.451 Data 0.001 Err 0.2013 top1 5.469 top5 1.562 | Epoch: [78][323/553] Time 2.439 Data 0.001 Err 0.2446 top1 4.688 top5 1.562 | Epoch: [78][324/553] Time 2.444 Data 0.001 Err 0.1522 top1 3.125 top5 1.562 | Epoch: [78][325/553] Time 2.444 Data 0.001 Err 0.1273 top1 3.906 top5 0.000 | Epoch: [78][326/553] Time 2.440 Data 0.000 Err 0.2528 top1 6.250 top5 2.344 | Epoch: [78][327/553] Time 2.445 Data 0.001 Err 0.1824 top1 4.688 top5 2.344 | Epoch: [78][328/553] Time 2.451 Data 0.001 Err 0.2032 top1 3.125 top5 3.125 | Epoch: [78][329/553] Time 2.498 Data 0.001 Err 0.1986 top1 5.469 top5 1.562 | Epoch: [78][330/553] Time 2.455 Data 0.001 Err 0.3601 top1 7.812 top5 3.125 | Epoch: [78][331/553] Time 2.471 Data 0.000 Err 0.3862 top1 10.938 top5 3.125 | Epoch: [78][332/553] Time 2.478 Data 0.001 Err 0.3236 top1 11.719 top5 2.344 | Epoch: [78][333/553] Time 2.445 Data 0.001 Err 0.2756 top1 6.250 top5 2.344 | Epoch: [78][334/553] Time 2.483 Data 0.001 Err 0.1722 top1 5.469 top5 0.781 | Epoch: [78][335/553] Time 2.444 Data 0.001 Err 0.2336 top1 6.250 top5 1.562 | Epoch: [78][336/553] Time 2.520 Data 0.001 Err 0.1307 top1 1.562 top5 0.781 | Epoch: [78][337/553] Time 2.486 Data 0.001 Err 0.2964 top1 9.375 top5 1.562 | Epoch: [78][338/553] Time 2.440 Data 0.001 Err 0.2062 top1 4.688 top5 2.344 | Epoch: [78][339/553] Time 2.438 Data 0.001 Err 0.3435 top1 10.938 top5 2.344 | Epoch: [78][340/553] Time 2.472 Data 0.001 Err 0.3164 top1 7.812 top5 2.344 | Epoch: [78][341/553] Time 2.488 Data 0.001 Err 0.2299 top1 8.594 top5 1.562 | Epoch: [78][342/553] Time 2.469 Data 0.000 Err 0.1506 top1 3.125 top5 0.781 | Epoch: [78][343/553] Time 2.450 Data 0.001 Err 0.2774 top1 7.031 top5 2.344 | Epoch: [78][344/553] Time 2.496 Data 0.001 Err 0.1138 top1 3.125 top5 0.781 | Epoch: [78][345/553] Time 2.480 Data 0.001 Err 0.1620 top1 3.906 top5 0.781 | Epoch: [78][346/553] Time 2.495 Data 0.001 Err 0.2418 top1 6.250 top5 1.562 | Epoch: [78][347/553] Time 2.469 Data 0.001 Err 0.2105 top1 7.031 top5 1.562 | Epoch: [78][348/553] Time 2.467 Data 0.001 Err 0.3275 top1 10.156 top5 2.344 | Epoch: [78][349/553] Time 2.441 Data 0.001 Err 0.2495 top1 7.031 top5 2.344 | Epoch: [78][350/553] Time 2.472 Data 0.000 Err 0.2678 top1 7.031 top5 2.344 | Epoch: [78][351/553] Time 2.482 Data 0.001 Err 0.1854 top1 6.250 top5 0.781 | Epoch: [78][352/553] Time 2.490 Data 0.001 Err 0.2240 top1 5.469 top5 1.562 | Epoch: [78][353/553] Time 2.447 Data 0.001 Err 0.1872 top1 4.688 top5 1.562 | Epoch: [78][354/553] Time 2.475 Data 0.001 Err 0.1409 top1 3.125 top5 1.562 | Epoch: [78][355/553] Time 2.477 Data 0.001 Err 0.1974 top1 5.469 top5 0.781 | Epoch: [78][356/553] Time 2.476 Data 0.001 Err 0.2758 top1 7.031 top5 1.562 | Epoch: [78][357/553] Time 2.450 Data 0.001 Err 0.1655 top1 3.906 top5 2.344 | Epoch: [78][358/553] Time 2.439 Data 0.001 Err 0.2735 top1 7.031 top5 2.344 | Epoch: [78][359/553] Time 2.487 Data 0.001 Err 0.2319 top1 7.031 top5 3.125 | Epoch: [78][360/553] Time 2.451 Data 0.001 Err 0.2086 top1 6.250 top5 0.781 | Epoch: [78][361/553] Time 2.471 Data 0.001 Err 0.2158 top1 5.469 top5 3.125 | Epoch: [78][362/553] Time 2.486 Data 0.001 Err 0.0974 top1 1.562 top5 0.781 | Epoch: [78][363/553] Time 2.484 Data 0.001 Err 0.2525 top1 7.031 top5 1.562 | Epoch: [78][364/553] Time 2.496 Data 0.001 Err 0.3928 top1 7.031 top5 4.688 | Epoch: [78][365/553] Time 2.503 Data 0.001 Err 0.2413 top1 4.688 top5 0.000 | Epoch: [78][366/553] Time 2.447 Data 0.001 Err 0.2190 top1 5.469 top5 1.562 | Epoch: [78][367/553] Time 2.478 Data 0.001 Err 0.2261 top1 5.469 top5 2.344 | Epoch: [78][368/553] Time 2.476 Data 0.001 Err 0.2887 top1 7.031 top5 2.344 | Epoch: [78][369/553] Time 2.482 Data 0.001 Err 0.2901 top1 7.812 top5 1.562 | Epoch: [78][370/553] Time 2.444 Data 0.001 Err 0.2643 top1 7.031 top5 3.906 | Epoch: [78][371/553] Time 2.448 Data 0.001 Err 0.1442 top1 3.125 top5 0.781 | Epoch: [78][372/553] Time 2.468 Data 0.001 Err 0.2250 top1 5.469 top5 2.344 | Epoch: [78][373/553] Time 2.436 Data 0.001 Err 0.2286 top1 7.031 top5 0.781 | Epoch: [78][374/553] Time 2.444 Data 0.001 Err 0.2760 top1 7.031 top5 3.125 | Epoch: [78][375/553] Time 2.474 Data 0.001 Err 0.2527 top1 4.688 top5 2.344 | Epoch: [78][376/553] Time 2.493 Data 0.004 Err 0.1837 top1 5.469 top5 0.781 | Epoch: [78][377/553] Time 2.452 Data 0.001 Err 0.4545 top1 11.719 top5 5.469 | Epoch: [78][378/553] Time 2.499 Data 0.001 Err 0.1997 top1 4.688 top5 1.562 | Epoch: [78][379/553] Time 2.481 Data 0.001 Err 0.2714 top1 6.250 top5 1.562 | Epoch: [78][380/553] Time 2.478 Data 0.001 Err 0.3606 top1 7.812 top5 4.688 | Epoch: [78][381/553] Time 2.453 Data 0.001 Err 0.3920 top1 9.375 top5 3.125 | Epoch: [78][382/553] Time 2.485 Data 0.001 Err 0.3687 top1 8.594 top5 5.469 | Epoch: [78][383/553] Time 2.445 Data 0.001 Err 0.2480 top1 7.812 top5 1.562 | Epoch: [78][384/553] Time 2.491 Data 0.001 Err 0.2546 top1 5.469 top5 3.906 | Epoch: [78][385/553] Time 2.435 Data 0.001 Err 0.1757 top1 5.469 top5 1.562 | Epoch: [78][386/553] Time 2.457 Data 0.001 Err 0.2964 top1 6.250 top5 2.344 | Epoch: [78][387/553] Time 2.492 Data 0.001 Err 0.3710 top1 7.812 top5 4.688 | Epoch: [78][388/553] Time 2.448 Data 0.001 Err 0.2833 top1 8.594 top5 3.125 | Epoch: [78][389/553] Time 2.504 Data 0.001 Err 0.3275 top1 8.594 top5 4.688 | Epoch: [78][390/553] Time 2.478 Data 0.001 Err 0.1775 top1 4.688 top5 0.781 | Epoch: [78][391/553] Time 2.449 Data 0.001 Err 0.2854 top1 7.031 top5 1.562 | Epoch: [78][392/553] Time 2.447 Data 0.001 Err 0.1668 top1 5.469 top5 0.781 | Epoch: [78][393/553] Time 2.460 Data 0.001 Err 0.1790 top1 3.906 top5 1.562 | Epoch: [78][394/553] Time 2.470 Data 0.001 Err 0.2845 top1 6.250 top5 2.344 | Epoch: [78][395/553] Time 2.480 Data 0.001 Err 0.3116 top1 9.375 top5 1.562 | Epoch: [78][396/553] Time 2.449 Data 0.001 Err 0.2347 top1 7.031 top5 2.344 | Epoch: [78][397/553] Time 2.441 Data 0.001 Err 0.3920 top1 10.156 top5 4.688 | Epoch: [78][398/553] Time 2.441 Data 0.000 Err 0.1566 top1 3.906 top5 2.344 | Epoch: [78][399/553] Time 2.449 Data 0.001 Err 0.2615 top1 7.812 top5 1.562 | Epoch: [78][400/553] Time 2.445 Data 0.001 Err 0.2314 top1 8.594 top5 0.781 | Epoch: [78][401/553] Time 2.441 Data 0.001 Err 0.4291 top1 11.719 top5 4.688 | Epoch: [78][402/553] Time 2.455 Data 0.000 Err 0.2192 top1 7.812 top5 0.781 | Epoch: [78][403/553] Time 2.441 Data 0.001 Err 0.2415 top1 9.375 top5 0.781 | Epoch: [78][404/553] Time 2.443 Data 0.001 Err 0.3032 top1 7.812 top5 3.906 | Epoch: [78][405/553] Time 2.466 Data 0.001 Err 0.2481 top1 7.812 top5 0.781 | Epoch: [78][406/553] Time 2.504 Data 0.001 Err 0.2853 top1 5.469 top5 1.562 | Epoch: [78][407/553] Time 2.441 Data 0.001 Err 0.3231 top1 10.938 top5 3.906 | Epoch: [78][408/553] Time 2.463 Data 0.001 Err 0.2232 top1 5.469 top5 1.562 | Epoch: [78][409/553] Time 2.447 Data 0.001 Err 0.3023 top1 6.250 top5 4.688 | Epoch: [78][410/553] Time 2.476 Data 0.001 Err 0.2450 top1 6.250 top5 2.344 | Epoch: [78][411/553] Time 2.436 Data 0.001 Err 0.2173 top1 4.688 top5 3.125 | Epoch: [78][412/553] Time 2.474 Data 0.001 Err 0.1816 top1 3.906 top5 1.562 | Epoch: [78][413/553] Time 2.473 Data 0.001 Err 0.2858 top1 6.250 top5 2.344 | Epoch: [78][414/553] Time 2.473 Data 0.001 Err 0.2886 top1 7.031 top5 1.562 | Epoch: [78][415/553] Time 2.442 Data 0.001 Err 0.1846 top1 3.125 top5 0.781 | Epoch: [78][416/553] Time 2.451 Data 0.001 Err 0.2567 top1 7.812 top5 2.344 | Epoch: [78][417/553] Time 2.444 Data 0.000 Err 0.2986 top1 7.031 top5 3.125 | Epoch: [78][418/553] Time 2.444 Data 0.001 Err 0.2965 top1 7.812 top5 3.125 | Epoch: [78][419/553] Time 2.480 Data 0.001 Err 0.0842 top1 0.781 top5 0.000 | Epoch: [78][420/553] Time 2.466 Data 0.001 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [78][421/553] Time 2.454 Data 0.001 Err 0.1932 top1 3.906 top5 0.781 | Epoch: [78][422/553] Time 2.452 Data 0.001 Err 0.3867 top1 10.156 top5 3.906 | Epoch: [78][423/553] Time 2.453 Data 0.001 Err 0.1702 top1 6.250 top5 0.000 | Epoch: [78][424/553] Time 2.459 Data 0.001 Err 0.1604 top1 3.906 top5 0.781 | Epoch: [78][425/553] Time 2.457 Data 0.001 Err 0.2742 top1 7.812 top5 2.344 | Epoch: [78][426/553] Time 2.492 Data 0.001 Err 0.3134 top1 9.375 top5 3.125 | Epoch: [78][427/553] Time 2.503 Data 0.001 Err 0.1623 top1 5.469 top5 0.781 | Epoch: [78][428/553] Time 2.478 Data 0.001 Err 0.1993 top1 4.688 top5 0.781 | Epoch: [78][429/553] Time 2.458 Data 0.001 Err 0.3496 top1 7.031 top5 3.125 | Epoch: [78][430/553] Time 2.444 Data 0.001 Err 0.2403 top1 6.250 top5 3.125 | Epoch: [78][431/553] Time 2.442 Data 0.001 Err 0.3411 top1 10.156 top5 3.906 | Epoch: [78][432/553] Time 2.473 Data 0.001 Err 0.2407 top1 5.469 top5 2.344 | Epoch: [78][433/553] Time 2.443 Data 0.003 Err 0.4014 top1 13.281 top5 3.125 | Epoch: [78][434/553] Time 2.483 Data 0.001 Err 0.2525 top1 5.469 top5 1.562 | Epoch: [78][435/553] Time 2.437 Data 0.001 Err 0.3199 top1 9.375 top5 3.125 | Epoch: [78][436/553] Time 2.505 Data 0.001 Err 0.3424 top1 7.812 top5 3.125 | Epoch: [78][437/553] Time 2.457 Data 0.001 Err 0.1998 top1 4.688 top5 0.781 | Epoch: [78][438/553] Time 2.494 Data 0.001 Err 0.2612 top1 5.469 top5 1.562 | Epoch: [78][439/553] Time 2.450 Data 0.001 Err 0.1852 top1 3.906 top5 0.781 | Epoch: [78][440/553] Time 2.479 Data 0.001 Err 0.2271 top1 7.031 top5 0.781 | Epoch: [78][441/553] Time 2.451 Data 0.001 Err 0.2331 top1 5.469 top5 2.344 | Epoch: [78][442/553] Time 2.474 Data 0.001 Err 0.2521 top1 8.594 top5 2.344 | Epoch: [78][443/553] Time 2.437 Data 0.001 Err 0.2801 top1 6.250 top5 3.125 | Epoch: [78][444/553] Time 2.472 Data 0.001 Err 0.2518 top1 7.031 top5 2.344 | Epoch: [78][445/553] Time 2.464 Data 0.000 Err 0.1577 top1 3.125 top5 1.562 | Epoch: [78][446/553] Time 2.468 Data 0.001 Err 0.2344 top1 5.469 top5 2.344 | Epoch: [78][447/553] Time 2.440 Data 0.001 Err 0.1661 top1 4.688 top5 0.000 | Epoch: [78][448/553] Time 2.443 Data 0.001 Err 0.3745 top1 10.156 top5 3.125 | Epoch: [78][449/553] Time 2.492 Data 0.001 Err 0.1689 top1 5.469 top5 0.781 | Epoch: [78][450/553] Time 2.523 Data 0.001 Err 0.2290 top1 4.688 top5 2.344 | Epoch: [78][451/553] Time 2.440 Data 0.001 Err 0.1681 top1 5.469 top5 0.781 | Epoch: [78][452/553] Time 2.482 Data 0.001 Err 0.2595 top1 6.250 top5 2.344 | Epoch: [78][453/553] Time 2.455 Data 0.001 Err 0.1002 top1 1.562 top5 0.000 | Epoch: [78][454/553] Time 2.475 Data 0.001 Err 0.2691 top1 6.250 top5 2.344 | Epoch: [78][455/553] Time 2.456 Data 0.000 Err 0.2584 top1 6.250 top5 3.125 | Epoch: [78][456/553] Time 2.445 Data 0.001 Err 0.2068 top1 5.469 top5 0.781 | Epoch: [78][457/553] Time 2.455 Data 0.001 Err 0.2276 top1 5.469 top5 1.562 | Epoch: [78][458/553] Time 2.468 Data 0.001 Err 0.3139 top1 8.594 top5 3.125 | Epoch: [78][459/553] Time 2.460 Data 0.001 Err 0.3666 top1 8.594 top5 3.906 | Epoch: [78][460/553] Time 2.508 Data 0.001 Err 0.3038 top1 5.469 top5 3.125 | Epoch: [78][461/553] Time 2.437 Data 0.001 Err 0.2967 top1 7.031 top5 2.344 | Epoch: [78][462/553] Time 2.491 Data 0.001 Err 0.2532 top1 3.906 top5 3.125 | Epoch: [78][463/553] Time 2.446 Data 0.001 Err 0.2650 top1 4.688 top5 0.781 | Epoch: [78][464/553] Time 2.446 Data 0.001 Err 0.2806 top1 7.031 top5 1.562 | Epoch: [78][465/553] Time 2.435 Data 0.001 Err 0.3151 top1 7.812 top5 4.688 | Epoch: [78][466/553] Time 2.447 Data 0.001 Err 0.1616 top1 4.688 top5 0.781 | Epoch: [78][467/553] Time 2.457 Data 0.001 Err 0.3305 top1 8.594 top5 3.125 | Epoch: [78][468/553] Time 2.470 Data 0.001 Err 0.2681 top1 6.250 top5 1.562 | Epoch: [78][469/553] Time 2.463 Data 0.001 Err 0.2481 top1 7.031 top5 0.781 | Epoch: [78][470/553] Time 2.440 Data 0.001 Err 0.1969 top1 5.469 top5 0.000 | Epoch: [78][471/553] Time 2.445 Data 0.003 Err 0.1779 top1 3.906 top5 2.344 | Epoch: [78][472/553] Time 2.441 Data 0.001 Err 0.2801 top1 6.250 top5 3.125 | Epoch: [78][473/553] Time 2.458 Data 0.001 Err 0.2193 top1 7.031 top5 0.781 | Epoch: [78][474/553] Time 2.477 Data 0.000 Err 0.1666 top1 4.688 top5 0.781 | Epoch: [78][475/553] Time 2.493 Data 0.000 Err 0.1188 top1 3.125 top5 0.781 | Epoch: [78][476/553] Time 2.446 Data 0.004 Err 0.2332 top1 5.469 top5 1.562 | Epoch: [78][477/553] Time 2.453 Data 0.001 Err 0.2228 top1 6.250 top5 1.562 | Epoch: [78][478/553] Time 2.477 Data 0.001 Err 0.1987 top1 7.812 top5 0.000 | Epoch: [78][479/553] Time 2.496 Data 0.001 Err 0.2073 top1 6.250 top5 0.781 | Epoch: [78][480/553] Time 2.441 Data 0.001 Err 0.2453 top1 5.469 top5 3.125 | Epoch: [78][481/553] Time 2.479 Data 0.001 Err 0.3024 top1 8.594 top5 3.125 | Epoch: [78][482/553] Time 2.469 Data 0.001 Err 0.3477 top1 8.594 top5 4.688 | Epoch: [78][483/553] Time 2.445 Data 0.001 Err 0.2132 top1 6.250 top5 0.781 | Epoch: [78][484/553] Time 2.518 Data 0.001 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [78][485/553] Time 2.436 Data 0.001 Err 0.2592 top1 7.812 top5 1.562 | Epoch: [78][486/553] Time 2.469 Data 0.001 Err 0.1375 top1 2.344 top5 0.781 | Epoch: [78][487/553] Time 2.447 Data 0.001 Err 0.1675 top1 5.469 top5 1.562 | Epoch: [78][488/553] Time 2.483 Data 0.001 Err 0.1758 top1 5.469 top5 0.000 | Epoch: [78][489/553] Time 2.449 Data 0.001 Err 0.3468 top1 8.594 top5 2.344 | Epoch: [78][490/553] Time 2.475 Data 0.002 Err 0.2997 top1 9.375 top5 1.562 | Epoch: [78][491/553] Time 2.448 Data 0.001 Err 0.4085 top1 10.156 top5 4.688 | Epoch: [78][492/553] Time 2.450 Data 0.001 Err 0.2698 top1 9.375 top5 1.562 | Epoch: [78][493/553] Time 2.452 Data 0.001 Err 0.2572 top1 4.688 top5 3.125 | Epoch: [78][494/553] Time 2.447 Data 0.001 Err 0.2345 top1 6.250 top5 2.344 | Epoch: [78][495/553] Time 2.452 Data 0.001 Err 0.1760 top1 5.469 top5 0.000 | Epoch: [78][496/553] Time 2.435 Data 0.001 Err 0.3387 top1 7.031 top5 2.344 | Epoch: [78][497/553] Time 2.451 Data 0.001 Err 0.2568 top1 5.469 top5 2.344 | Epoch: [78][498/553] Time 2.449 Data 0.001 Err 0.2898 top1 7.031 top5 2.344 | Epoch: [78][499/553] Time 2.434 Data 0.001 Err 0.1504 top1 3.906 top5 0.781 | Epoch: [78][500/553] Time 2.448 Data 0.001 Err 0.2938 top1 7.031 top5 3.906 | Epoch: [78][501/553] Time 2.476 Data 0.001 Err 0.1488 top1 3.906 top5 1.562 | Epoch: [78][502/553] Time 2.442 Data 0.001 Err 0.1352 top1 4.688 top5 0.000 | Epoch: [78][503/553] Time 2.451 Data 0.001 Err 0.1414 top1 4.688 top5 0.000 | Epoch: [78][504/553] Time 2.473 Data 0.000 Err 0.3442 top1 8.594 top5 3.906 | Epoch: [78][505/553] Time 2.451 Data 0.001 Err 0.2158 top1 7.812 top5 1.562 | Epoch: [78][506/553] Time 2.446 Data 0.001 Err 0.2271 top1 5.469 top5 2.344 | Epoch: [78][507/553] Time 2.445 Data 0.001 Err 0.1857 top1 3.906 top5 0.000 | Epoch: [78][508/553] Time 2.508 Data 0.001 Err 0.2587 top1 5.469 top5 1.562 | Epoch: [78][509/553] Time 2.474 Data 0.001 Err 0.1326 top1 2.344 top5 0.781 | Epoch: [78][510/553] Time 2.464 Data 0.001 Err 0.2604 top1 7.812 top5 1.562 | Epoch: [78][511/553] Time 2.442 Data 0.001 Err 0.3232 top1 7.812 top5 2.344 | Epoch: [78][512/553] Time 2.511 Data 0.000 Err 0.2161 top1 7.812 top5 1.562 | Epoch: [78][513/553] Time 2.522 Data 0.000 Err 0.2958 top1 7.031 top5 3.125 | Epoch: [78][514/553] Time 2.488 Data 0.001 Err 0.4040 top1 10.156 top5 3.125 | Epoch: [78][515/553] Time 2.443 Data 0.001 Err 0.3086 top1 10.156 top5 3.125 | Epoch: [78][516/553] Time 2.472 Data 0.001 Err 0.2309 top1 7.031 top5 2.344 | Epoch: [78][517/553] Time 2.462 Data 0.001 Err 0.2438 top1 3.906 top5 1.562 | Epoch: [78][518/553] Time 2.461 Data 0.001 Err 0.3689 top1 7.812 top5 3.906 | Epoch: [78][519/553] Time 2.452 Data 0.001 Err 0.3130 top1 10.156 top5 1.562 | Epoch: [78][520/553] Time 2.500 Data 0.000 Err 0.2178 top1 5.469 top5 0.781 | Epoch: [78][521/553] Time 2.451 Data 0.001 Err 0.2207 top1 4.688 top5 0.781 | Epoch: [78][522/553] Time 2.488 Data 0.001 Err 0.2240 top1 7.031 top5 0.781 | Epoch: [78][523/553] Time 2.445 Data 0.001 Err 0.2351 top1 8.594 top5 0.781 | Epoch: [78][524/553] Time 2.493 Data 0.001 Err 0.4068 top1 10.156 top5 5.469 | Epoch: [78][525/553] Time 2.449 Data 0.001 Err 0.1246 top1 3.125 top5 0.781 | Epoch: [78][526/553] Time 2.461 Data 0.001 Err 0.1982 top1 4.688 top5 0.781 | Epoch: [78][527/553] Time 2.451 Data 0.001 Err 0.2313 top1 5.469 top5 1.562 | Epoch: [78][528/553] Time 2.447 Data 0.003 Err 0.1056 top1 3.125 top5 0.781 | Epoch: [78][529/553] Time 2.482 Data 0.001 Err 0.1070 top1 2.344 top5 1.562 | Epoch: [78][530/553] Time 2.507 Data 0.001 Err 0.2343 top1 6.250 top5 1.562 | Epoch: [78][531/553] Time 2.448 Data 0.001 Err 0.2735 top1 6.250 top5 0.781 | Epoch: [78][532/553] Time 2.452 Data 0.000 Err 0.3257 top1 6.250 top5 3.125 | Epoch: [78][533/553] Time 2.448 Data 0.001 Err 0.2965 top1 9.375 top5 3.125 | Epoch: [78][534/553] Time 2.488 Data 0.001 Err 0.1707 top1 3.906 top5 0.000 | Epoch: [78][535/553] Time 2.448 Data 0.001 Err 0.3620 top1 10.938 top5 2.344 | Epoch: [78][536/553] Time 2.446 Data 0.001 Err 0.2227 top1 5.469 top5 2.344 | Epoch: [78][537/553] Time 2.443 Data 0.002 Err 0.1763 top1 4.688 top5 1.562 | Epoch: [78][538/553] Time 2.455 Data 0.001 Err 0.1670 top1 5.469 top5 1.562 | Epoch: [78][539/553] Time 2.453 Data 0.001 Err 0.4082 top1 10.938 top5 5.469 | Epoch: [78][540/553] Time 2.433 Data 0.001 Err 0.1306 top1 4.688 top5 1.562 | Epoch: [78][541/553] Time 2.444 Data 0.001 Err 0.3745 top1 7.812 top5 3.125 | Epoch: [78][542/553] Time 2.467 Data 0.000 Err 0.1911 top1 3.125 top5 1.562 | Epoch: [78][543/553] Time 2.455 Data 0.000 Err 0.4352 top1 9.375 top5 3.906 | Epoch: [78][544/553] Time 2.479 Data 0.000 Err 0.3003 top1 7.812 top5 3.906 | Epoch: [78][545/553] Time 2.447 Data 0.000 Err 0.2309 top1 4.688 top5 1.562 | Epoch: [78][546/553] Time 2.442 Data 0.000 Err 0.1951 top1 4.688 top5 0.781 | Epoch: [78][547/553] Time 2.441 Data 0.000 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [78][548/553] Time 2.444 Data 0.000 Err 0.3447 top1 11.719 top5 1.562 | Epoch: [78][549/553] Time 2.442 Data 0.000 Err 0.2451 top1 3.906 top5 1.562 | Epoch: [78][550/553] Time 2.447 Data 0.001 Err 0.1923 top1 3.906 top5 1.562 | Epoch: [78][551/553] Time 2.445 Data 0.000 Err 0.1357 top1 3.125 top5 0.781 | Epoch: [78][552/553] Time 2.445 Data 0.000 Err 0.2642 top1 6.250 top5 1.562 | Epoch: [78][553/553] Time 1.030 Data 0.000 Err 0.2726 top1 9.091 top5 2.273 | Test: [78][1/198] Time 2.726 Data 1.972 top1 10.938 ( 10.938) top5 2.344 ( 2.344) | Test: [78][2/198] Time 0.718 Data 0.001 top1 10.938 ( 10.938) top5 2.344 ( 2.344) | Test: [78][3/198] Time 0.739 Data 0.000 top1 11.719 ( 11.198) top5 1.562 ( 2.083) | Test: [78][4/198] Time 0.733 Data 0.001 top1 10.156 ( 10.938) top5 2.344 ( 2.148) | Test: [78][5/198] Time 0.727 Data 0.001 top1 12.500 ( 11.250) top5 3.906 ( 2.500) | Test: [78][6/198] Time 0.712 Data 0.001 top1 12.500 ( 11.458) top5 0.000 ( 2.083) | Test: [78][7/198] Time 0.725 Data 0.001 top1 8.594 ( 11.049) top5 0.781 ( 1.897) | Test: [78][8/198] Time 0.757 Data 0.001 top1 14.844 ( 11.523) top5 3.125 ( 2.051) | Test: [78][9/198] Time 0.726 Data 0.001 top1 19.531 ( 12.413) top5 8.594 ( 2.778) | Test: [78][10/198] Time 0.717 Data 0.001 top1 10.938 ( 12.266) top5 2.344 ( 2.734) | Test: [78][11/198] Time 0.721 Data 0.001 top1 12.500 ( 12.287) top5 1.562 ( 2.628) | Test: [78][12/198] Time 0.719 Data 0.001 top1 10.938 ( 12.174) top5 3.125 ( 2.669) | Test: [78][13/198] Time 0.717 Data 0.001 top1 11.719 ( 12.139) top5 4.688 ( 2.825) | Test: [78][14/198] Time 0.731 Data 0.001 top1 14.062 ( 12.277) top5 4.688 ( 2.958) | Test: [78][15/198] Time 0.719 Data 0.001 top1 13.281 ( 12.344) top5 3.125 ( 2.969) | Test: [78][16/198] Time 0.746 Data 0.002 top1 14.062 ( 12.451) top5 2.344 ( 2.930) | Test: [78][17/198] Time 0.794 Data 0.001 top1 11.719 ( 12.408) top5 1.562 ( 2.849) | Test: [78][18/198] Time 0.764 Data 0.001 top1 11.719 ( 12.370) top5 1.562 ( 2.778) | Test: [78][19/198] Time 0.802 Data 0.001 top1 14.844 ( 12.500) top5 3.906 ( 2.837) | Test: [78][20/198] Time 0.819 Data 0.001 top1 13.281 ( 12.539) top5 3.906 ( 2.891) | Test: [78][21/198] Time 0.733 Data 0.001 top1 10.156 ( 12.426) top5 1.562 ( 2.827) | Test: [78][22/198] Time 0.764 Data 0.001 top1 12.500 ( 12.429) top5 2.344 ( 2.805) | Test: [78][23/198] Time 0.722 Data 0.001 top1 16.406 ( 12.602) top5 3.906 ( 2.853) | Test: [78][24/198] Time 0.721 Data 0.001 top1 10.938 ( 12.533) top5 1.562 ( 2.799) | Test: [78][25/198] Time 0.768 Data 0.001 top1 14.844 ( 12.625) top5 3.125 ( 2.812) | Test: [78][26/198] Time 0.716 Data 0.001 top1 15.625 ( 12.740) top5 3.125 ( 2.825) | Test: [78][27/198] Time 0.720 Data 0.001 top1 11.719 ( 12.703) top5 1.562 ( 2.778) | Test: [78][28/198] Time 0.723 Data 0.001 top1 11.719 ( 12.667) top5 3.906 ( 2.818) | Test: [78][29/198] Time 0.735 Data 0.001 top1 9.375 ( 12.554) top5 3.906 ( 2.856) | Test: [78][30/198] Time 0.727 Data 0.001 top1 17.188 ( 12.708) top5 0.781 ( 2.786) | Test: [78][31/198] Time 0.732 Data 0.001 top1 11.719 ( 12.676) top5 0.781 ( 2.722) | Test: [78][32/198] Time 0.738 Data 0.001 top1 13.281 ( 12.695) top5 3.125 ( 2.734) | Test: [78][33/198] Time 0.727 Data 0.001 top1 17.188 ( 12.831) top5 2.344 ( 2.723) | Test: [78][34/198] Time 0.720 Data 0.001 top1 13.281 ( 12.845) top5 3.125 ( 2.734) | Test: [78][35/198] Time 0.729 Data 0.001 top1 14.062 ( 12.879) top5 1.562 ( 2.701) | Test: [78][36/198] Time 0.724 Data 0.001 top1 15.625 ( 12.956) top5 3.125 ( 2.713) | Test: [78][37/198] Time 0.802 Data 0.001 top1 11.719 ( 12.922) top5 3.906 ( 2.745) | Test: [78][38/198] Time 0.728 Data 0.001 top1 13.281 ( 12.932) top5 3.906 ( 2.775) | Test: [78][39/198] Time 0.752 Data 0.001 top1 13.281 ( 12.941) top5 1.562 ( 2.744) | Test: [78][40/198] Time 0.722 Data 0.001 top1 16.406 ( 13.027) top5 3.906 ( 2.773) | Test: [78][41/198] Time 0.748 Data 0.001 top1 7.812 ( 12.900) top5 1.562 ( 2.744) | Test: [78][42/198] Time 0.723 Data 0.001 top1 13.281 ( 12.909) top5 1.562 ( 2.716) | Test: [78][43/198] Time 0.723 Data 0.001 top1 14.062 ( 12.936) top5 2.344 ( 2.707) | Test: [78][44/198] Time 0.722 Data 0.001 top1 12.500 ( 12.926) top5 0.781 ( 2.663) | Test: [78][45/198] Time 0.721 Data 0.001 top1 14.062 ( 12.951) top5 0.781 ( 2.622) | Test: [78][46/198] Time 0.725 Data 0.001 top1 16.406 ( 13.026) top5 3.906 ( 2.649) | Test: [78][47/198] Time 0.737 Data 0.001 top1 16.406 ( 13.098) top5 3.906 ( 2.676) | Test: [78][48/198] Time 0.739 Data 0.001 top1 10.156 ( 13.037) top5 0.000 ( 2.620) | Test: [78][49/198] Time 0.818 Data 0.001 top1 14.062 ( 13.058) top5 1.562 ( 2.599) | Test: [78][50/198] Time 0.727 Data 0.001 top1 10.938 ( 13.016) top5 1.562 ( 2.578) | Test: [78][51/198] Time 0.809 Data 0.001 top1 12.500 ( 13.006) top5 0.781 ( 2.543) | Test: [78][52/198] Time 0.741 Data 0.001 top1 12.500 ( 12.996) top5 3.906 ( 2.569) | Test: [78][53/198] Time 0.776 Data 0.000 top1 10.938 ( 12.957) top5 2.344 ( 2.565) | Test: [78][54/198] Time 0.726 Data 0.002 top1 13.281 ( 12.963) top5 2.344 ( 2.561) | Test: [78][55/198] Time 0.737 Data 0.003 top1 10.156 ( 12.912) top5 1.562 ( 2.543) | Test: [78][56/198] Time 0.735 Data 0.000 top1 12.500 ( 12.905) top5 3.125 ( 2.553) | Test: [78][57/198] Time 0.740 Data 0.000 top1 15.625 ( 12.952) top5 3.906 ( 2.577) | Test: [78][58/198] Time 0.722 Data 0.001 top1 11.719 ( 12.931) top5 5.469 ( 2.627) | Test: [78][59/198] Time 0.732 Data 0.001 top1 13.281 ( 12.937) top5 2.344 ( 2.622) | Test: [78][60/198] Time 0.722 Data 0.001 top1 13.281 ( 12.943) top5 3.125 ( 2.630) | Test: [78][61/198] Time 0.723 Data 0.000 top1 9.375 ( 12.884) top5 2.344 ( 2.626) | Test: [78][62/198] Time 0.724 Data 0.000 top1 19.531 ( 12.991) top5 4.688 ( 2.659) | Test: [78][63/198] Time 0.717 Data 0.001 top1 17.188 ( 13.058) top5 6.250 ( 2.716) | Test: [78][64/198] Time 0.722 Data 0.001 top1 11.719 ( 13.037) top5 2.344 ( 2.710) | Test: [78][65/198] Time 0.720 Data 0.000 top1 13.281 ( 13.041) top5 3.125 ( 2.716) | Test: [78][66/198] Time 0.778 Data 0.001 top1 10.156 ( 12.997) top5 2.344 ( 2.711) | Test: [78][67/198] Time 0.793 Data 0.000 top1 10.938 ( 12.966) top5 2.344 ( 2.705) | Test: [78][68/198] Time 0.820 Data 0.000 top1 12.500 ( 12.960) top5 1.562 ( 2.688) | Test: [78][69/198] Time 0.810 Data 0.000 top1 15.625 ( 12.998) top5 3.906 ( 2.706) | Test: [78][70/198] Time 0.792 Data 0.000 top1 11.719 ( 12.980) top5 1.562 ( 2.690) | Test: [78][71/198] Time 0.746 Data 0.001 top1 7.812 ( 12.907) top5 3.906 ( 2.707) | Test: [78][72/198] Time 0.734 Data 0.000 top1 10.938 ( 12.880) top5 3.125 ( 2.713) | Test: [78][73/198] Time 0.716 Data 0.001 top1 13.281 ( 12.885) top5 1.562 ( 2.697) | Test: [78][74/198] Time 0.835 Data 0.001 top1 11.719 ( 12.870) top5 0.781 ( 2.671) | Test: [78][75/198] Time 0.729 Data 0.001 top1 10.938 ( 12.844) top5 1.562 ( 2.656) | Test: [78][76/198] Time 0.829 Data 0.001 top1 7.812 ( 12.778) top5 1.562 ( 2.642) | Test: [78][77/198] Time 0.825 Data 0.001 top1 9.375 ( 12.733) top5 0.781 ( 2.618) | Test: [78][78/198] Time 0.752 Data 0.001 top1 10.156 ( 12.700) top5 0.781 ( 2.594) | Test: [78][79/198] Time 0.733 Data 0.001 top1 13.281 ( 12.708) top5 3.125 ( 2.601) | Test: [78][80/198] Time 0.723 Data 0.001 top1 17.188 ( 12.764) top5 3.906 ( 2.617) | Test: [78][81/198] Time 0.719 Data 0.001 top1 13.281 ( 12.770) top5 3.906 ( 2.633) | Test: [78][82/198] Time 0.726 Data 0.001 top1 10.938 ( 12.748) top5 0.000 ( 2.601) | Test: [78][83/198] Time 0.768 Data 0.001 top1 10.938 ( 12.726) top5 1.562 ( 2.588) | Test: [78][84/198] Time 0.718 Data 0.001 top1 9.375 ( 12.686) top5 2.344 ( 2.586) | Test: [78][85/198] Time 0.713 Data 0.001 top1 13.281 ( 12.693) top5 3.125 ( 2.592) | Test: [78][86/198] Time 0.715 Data 0.001 top1 16.406 ( 12.736) top5 3.906 ( 2.607) | Test: [78][87/198] Time 0.717 Data 0.001 top1 13.281 ( 12.742) top5 3.906 ( 2.622) | Test: [78][88/198] Time 0.727 Data 0.001 top1 12.500 ( 12.740) top5 3.906 ( 2.637) | Test: [78][89/198] Time 0.718 Data 0.000 top1 11.719 ( 12.728) top5 2.344 ( 2.633) | Test: [78][90/198] Time 0.719 Data 0.001 top1 14.062 ( 12.743) top5 1.562 ( 2.622) | Test: [78][91/198] Time 0.725 Data 0.000 top1 12.500 ( 12.740) top5 0.781 ( 2.601) | Test: [78][92/198] Time 0.729 Data 0.001 top1 10.156 ( 12.712) top5 3.125 ( 2.607) | Test: [78][93/198] Time 0.718 Data 0.001 top1 7.812 ( 12.660) top5 3.906 ( 2.621) | Test: [78][94/198] Time 0.722 Data 0.001 top1 10.156 ( 12.633) top5 2.344 ( 2.618) | Test: [78][95/198] Time 0.714 Data 0.001 top1 9.375 ( 12.599) top5 1.562 ( 2.607) | Test: [78][96/198] Time 0.722 Data 0.001 top1 7.031 ( 12.541) top5 1.562 ( 2.596) | Test: [78][97/198] Time 0.714 Data 0.001 top1 6.250 ( 12.476) top5 0.000 ( 2.569) | Test: [78][98/198] Time 0.728 Data 0.001 top1 10.938 ( 12.460) top5 3.125 ( 2.575) | Test: [78][99/198] Time 0.734 Data 0.001 top1 11.719 ( 12.453) top5 4.688 ( 2.596) | Test: [78][100/198] Time 0.731 Data 0.001 top1 14.844 ( 12.477) top5 4.688 ( 2.617) | Test: [78][101/198] Time 0.752 Data 0.001 top1 14.062 ( 12.492) top5 3.125 ( 2.622) | Test: [78][102/198] Time 0.765 Data 0.001 top1 10.156 ( 12.469) top5 1.562 ( 2.612) | Test: [78][103/198] Time 0.809 Data 0.001 top1 14.844 ( 12.492) top5 2.344 ( 2.609) | Test: [78][104/198] Time 0.782 Data 0.001 top1 10.156 ( 12.470) top5 3.125 ( 2.614) | Test: [78][105/198] Time 0.771 Data 0.001 top1 14.844 ( 12.493) top5 4.688 ( 2.634) | Test: [78][106/198] Time 0.725 Data 0.002 top1 11.719 ( 12.485) top5 0.781 ( 2.616) | Test: [78][107/198] Time 0.731 Data 0.001 top1 10.156 ( 12.463) top5 3.125 ( 2.621) | Test: [78][108/198] Time 0.785 Data 0.002 top1 12.500 ( 12.464) top5 1.562 ( 2.611) | Test: [78][109/198] Time 0.810 Data 0.001 top1 8.594 ( 12.428) top5 1.562 ( 2.602) | Test: [78][110/198] Time 0.835 Data 0.010 top1 11.719 ( 12.422) top5 2.344 ( 2.599) | Test: [78][111/198] Time 0.775 Data 0.001 top1 10.156 ( 12.401) top5 1.562 ( 2.590) | Test: [78][112/198] Time 0.741 Data 0.001 top1 8.594 ( 12.367) top5 0.781 ( 2.574) | Test: [78][113/198] Time 0.739 Data 0.005 top1 9.375 ( 12.341) top5 2.344 ( 2.572) | Test: [78][114/198] Time 0.730 Data 0.001 top1 17.188 ( 12.383) top5 4.688 ( 2.590) | Test: [78][115/198] Time 0.719 Data 0.001 top1 13.281 ( 12.391) top5 2.344 ( 2.588) | Test: [78][116/198] Time 0.724 Data 0.001 top1 7.031 ( 12.345) top5 1.562 ( 2.579) | Test: [78][117/198] Time 0.721 Data 0.001 top1 13.281 ( 12.353) top5 2.344 ( 2.577) | Test: [78][118/198] Time 0.715 Data 0.000 top1 18.750 ( 12.407) top5 3.125 ( 2.582) | Test: [78][119/198] Time 0.721 Data 0.000 top1 13.281 ( 12.415) top5 2.344 ( 2.580) | Test: [78][120/198] Time 0.719 Data 0.000 top1 6.250 ( 12.363) top5 3.125 ( 2.585) | Test: [78][121/198] Time 0.726 Data 0.001 top1 7.031 ( 12.319) top5 2.344 ( 2.583) | Test: [78][122/198] Time 0.722 Data 0.000 top1 14.844 ( 12.340) top5 2.344 ( 2.581) | Test: [78][123/198] Time 0.721 Data 0.001 top1 9.375 ( 12.316) top5 0.781 ( 2.566) | Test: [78][124/198] Time 0.723 Data 0.000 top1 5.469 ( 12.261) top5 1.562 ( 2.558) | Test: [78][125/198] Time 0.717 Data 0.001 top1 9.375 ( 12.238) top5 5.469 ( 2.581) | Test: [78][126/198] Time 0.717 Data 0.001 top1 20.312 ( 12.302) top5 0.781 ( 2.567) | Test: [78][127/198] Time 0.714 Data 0.001 top1 15.625 ( 12.328) top5 3.125 ( 2.571) | Test: [78][128/198] Time 0.721 Data 0.001 top1 9.375 ( 12.305) top5 2.344 ( 2.570) | Test: [78][129/198] Time 0.726 Data 0.001 top1 14.844 ( 12.324) top5 1.562 ( 2.562) | Test: [78][130/198] Time 0.818 Data 0.001 top1 15.625 ( 12.350) top5 0.781 ( 2.548) | Test: [78][131/198] Time 0.828 Data 0.001 top1 10.938 ( 12.339) top5 2.344 ( 2.547) | Test: [78][132/198] Time 0.779 Data 0.001 top1 11.719 ( 12.334) top5 2.344 ( 2.545) | Test: [78][133/198] Time 0.828 Data 0.000 top1 16.406 ( 12.365) top5 4.688 ( 2.561) | Test: [78][134/198] Time 0.769 Data 0.000 top1 7.031 ( 12.325) top5 3.125 ( 2.565) | Test: [78][135/198] Time 0.729 Data 0.001 top1 11.719 ( 12.321) top5 2.344 ( 2.564) | Test: [78][136/198] Time 0.731 Data 0.001 top1 13.281 ( 12.328) top5 0.781 ( 2.551) | Test: [78][137/198] Time 0.717 Data 0.001 top1 14.844 ( 12.346) top5 1.562 ( 2.543) | Test: [78][138/198] Time 0.723 Data 0.001 top1 9.375 ( 12.325) top5 3.125 ( 2.548) | Test: [78][139/198] Time 0.730 Data 0.001 top1 14.062 ( 12.337) top5 3.125 ( 2.552) | Test: [78][140/198] Time 0.823 Data 0.001 top1 17.969 ( 12.377) top5 2.344 ( 2.550) | Test: [78][141/198] Time 0.736 Data 0.001 top1 13.281 ( 12.384) top5 3.125 ( 2.554) | Test: [78][142/198] Time 0.729 Data 0.001 top1 8.594 ( 12.357) top5 3.906 ( 2.564) | Test: [78][143/198] Time 0.722 Data 0.001 top1 13.281 ( 12.363) top5 0.781 ( 2.551) | Test: [78][144/198] Time 0.717 Data 0.001 top1 12.500 ( 12.364) top5 3.125 ( 2.555) | Test: [78][145/198] Time 0.728 Data 0.001 top1 14.844 ( 12.381) top5 3.906 ( 2.565) | Test: [78][146/198] Time 0.725 Data 0.001 top1 10.938 ( 12.372) top5 3.906 ( 2.574) | Test: [78][147/198] Time 0.727 Data 0.001 top1 8.594 ( 12.346) top5 3.125 ( 2.578) | Test: [78][148/198] Time 0.718 Data 0.000 top1 15.625 ( 12.368) top5 3.125 ( 2.581) | Test: [78][149/198] Time 0.726 Data 0.001 top1 17.188 ( 12.400) top5 1.562 ( 2.574) | Test: [78][150/198] Time 0.714 Data 0.001 top1 11.719 ( 12.396) top5 2.344 ( 2.573) | Test: [78][151/198] Time 0.729 Data 0.001 top1 14.844 ( 12.412) top5 0.781 ( 2.561) | Test: [78][152/198] Time 0.718 Data 0.001 top1 13.281 ( 12.418) top5 0.781 ( 2.549) | Test: [78][153/198] Time 0.723 Data 0.001 top1 10.938 ( 12.408) top5 4.688 ( 2.563) | Test: [78][154/198] Time 0.728 Data 0.001 top1 7.812 ( 12.378) top5 1.562 ( 2.557) | Test: [78][155/198] Time 0.724 Data 0.001 top1 14.062 ( 12.389) top5 3.906 ( 2.566) | Test: [78][156/198] Time 0.754 Data 0.000 top1 15.625 ( 12.410) top5 3.125 ( 2.569) | Test: [78][157/198] Time 0.734 Data 0.000 top1 10.938 ( 12.400) top5 0.781 ( 2.558) | Test: [78][158/198] Time 0.726 Data 0.001 top1 14.062 ( 12.411) top5 5.469 ( 2.576) | Test: [78][159/198] Time 0.723 Data 0.001 top1 16.406 ( 12.436) top5 0.781 ( 2.565) | Test: [78][160/198] Time 0.716 Data 0.001 top1 9.375 ( 12.417) top5 1.562 ( 2.559) | Test: [78][161/198] Time 0.731 Data 0.000 top1 13.281 ( 12.422) top5 3.906 ( 2.567) | Test: [78][162/198] Time 0.811 Data 0.002 top1 14.844 ( 12.437) top5 6.250 ( 2.590) | Test: [78][163/198] Time 0.763 Data 0.001 top1 11.719 ( 12.433) top5 3.125 ( 2.593) | Test: [78][164/198] Time 0.730 Data 0.002 top1 10.938 ( 12.424) top5 2.344 ( 2.591) | Test: [78][165/198] Time 0.823 Data 0.001 top1 8.594 ( 12.401) top5 1.562 ( 2.585) | Test: [78][166/198] Time 0.796 Data 0.001 top1 10.938 ( 12.392) top5 1.562 ( 2.579) | Test: [78][167/198] Time 0.790 Data 0.001 top1 10.938 ( 12.383) top5 0.000 ( 2.564) | Test: [78][168/198] Time 0.734 Data 0.007 top1 10.938 ( 12.374) top5 2.344 ( 2.562) | Test: [78][169/198] Time 0.729 Data 0.006 top1 11.719 ( 12.371) top5 1.562 ( 2.556) | Test: [78][170/198] Time 0.722 Data 0.001 top1 16.406 ( 12.394) top5 1.562 ( 2.551) | Test: [78][171/198] Time 0.730 Data 0.004 top1 14.844 ( 12.409) top5 4.688 ( 2.563) | Test: [78][172/198] Time 0.715 Data 0.001 top1 17.188 ( 12.436) top5 3.906 ( 2.571) | Test: [78][173/198] Time 0.717 Data 0.001 top1 14.844 ( 12.450) top5 0.781 ( 2.561) | Test: [78][174/198] Time 0.716 Data 0.001 top1 9.375 ( 12.433) top5 0.000 ( 2.546) | Test: [78][175/198] Time 0.718 Data 0.001 top1 9.375 ( 12.415) top5 1.562 ( 2.540) | Test: [78][176/198] Time 0.725 Data 0.001 top1 13.281 ( 12.420) top5 1.562 ( 2.535) | Test: [78][177/198] Time 0.725 Data 0.001 top1 10.938 ( 12.412) top5 1.562 ( 2.529) | Test: [78][178/198] Time 0.722 Data 0.001 top1 9.375 ( 12.395) top5 0.781 ( 2.519) | Test: [78][179/198] Time 0.728 Data 0.001 top1 10.938 ( 12.387) top5 3.125 ( 2.523) | Test: [78][180/198] Time 0.719 Data 0.001 top1 14.062 ( 12.396) top5 2.344 ( 2.522) | Test: [78][181/198] Time 0.714 Data 0.001 top1 9.375 ( 12.379) top5 0.000 ( 2.508) | Test: [78][182/198] Time 0.723 Data 0.001 top1 11.719 ( 12.376) top5 2.344 ( 2.507) | Test: [78][183/198] Time 0.722 Data 0.000 top1 11.719 ( 12.372) top5 2.344 ( 2.506) | Test: [78][184/198] Time 0.718 Data 0.001 top1 10.156 ( 12.360) top5 0.781 ( 2.497) | Test: [78][185/198] Time 0.790 Data 0.001 top1 8.594 ( 12.340) top5 1.562 ( 2.492) | Test: [78][186/198] Time 0.739 Data 0.005 top1 12.500 ( 12.340) top5 2.344 ( 2.491) | Test: [78][187/198] Time 0.745 Data 0.001 top1 9.375 ( 12.325) top5 0.781 ( 2.482) | Test: [78][188/198] Time 0.803 Data 0.000 top1 11.719 ( 12.321) top5 1.562 ( 2.477) | Test: [78][189/198] Time 0.833 Data 0.000 top1 8.594 ( 12.302) top5 1.562 ( 2.472) | Test: [78][190/198] Time 0.827 Data 0.000 top1 15.625 ( 12.319) top5 3.906 ( 2.479) | Test: [78][191/198] Time 0.802 Data 0.000 top1 14.062 ( 12.328) top5 2.344 ( 2.479) | Test: [78][192/198] Time 0.740 Data 0.000 top1 9.375 ( 12.313) top5 0.000 ( 2.466) | Test: [78][193/198] Time 0.717 Data 0.000 top1 10.938 ( 12.306) top5 3.125 ( 2.469) | Test: [78][194/198] Time 0.731 Data 0.001 top1 10.938 ( 12.299) top5 0.781 ( 2.461) | Test: [78][195/198] Time 0.729 Data 0.000 top1 16.406 ( 12.320) top5 3.125 ( 2.464) | Test: [78][196/198] Time 0.742 Data 0.000 top1 14.062 ( 12.329) top5 2.344 ( 2.463) | Test: [78][197/198] Time 0.261 Data 0.000 top1 20.588 ( 12.371) top5 2.941 ( 2.466) | Test: [78][198/198] Time 0.727 Data 0.001 top1 16.406 ( 12.391) top5 3.906 ( 2.473) * Finished epoch # 78 top1: 12.391 top5: 2.473 Epoch 79 => Training epoch # 79 | Epoch: [79][1/553] Time 4.976 Data 2.475 Err 0.3272 top1 9.375 top5 2.344 | Epoch: [79][2/553] Time 2.437 Data 0.001 Err 0.1903 top1 4.688 top5 0.781 | Epoch: [79][3/553] Time 2.436 Data 0.001 Err 0.2393 top1 4.688 top5 1.562 | Epoch: [79][4/553] Time 2.440 Data 0.001 Err 0.1588 top1 2.344 top5 1.562 | Epoch: [79][5/553] Time 2.439 Data 0.001 Err 0.2098 top1 7.031 top5 1.562 | Epoch: [79][6/553] Time 2.480 Data 0.001 Err 0.2512 top1 5.469 top5 1.562 | Epoch: [79][7/553] Time 2.486 Data 0.001 Err 0.1921 top1 7.031 top5 0.781 | Epoch: [79][8/553] Time 2.466 Data 0.001 Err 0.2795 top1 7.812 top5 3.125 | Epoch: [79][9/553] Time 2.444 Data 0.001 Err 0.2299 top1 6.250 top5 0.781 | Epoch: [79][10/553] Time 2.455 Data 0.001 Err 0.1988 top1 3.125 top5 1.562 | Epoch: [79][11/553] Time 2.495 Data 0.001 Err 0.3254 top1 8.594 top5 3.906 | Epoch: [79][12/553] Time 2.489 Data 0.001 Err 0.3422 top1 7.812 top5 5.469 | Epoch: [79][13/553] Time 2.440 Data 0.001 Err 0.1915 top1 3.906 top5 0.781 | Epoch: [79][14/553] Time 2.474 Data 0.001 Err 0.1718 top1 6.250 top5 0.781 | Epoch: [79][15/553] Time 2.456 Data 0.000 Err 0.2107 top1 7.812 top5 0.000 | Epoch: [79][16/553] Time 2.480 Data 0.001 Err 0.2388 top1 6.250 top5 0.781 | Epoch: [79][17/553] Time 2.478 Data 0.001 Err 0.3567 top1 8.594 top5 1.562 | Epoch: [79][18/553] Time 2.468 Data 0.001 Err 0.1728 top1 6.250 top5 0.000 | Epoch: [79][19/553] Time 2.483 Data 0.001 Err 0.2790 top1 7.031 top5 3.125 | Epoch: [79][20/553] Time 2.446 Data 0.001 Err 0.2952 top1 7.031 top5 3.125 | Epoch: [79][21/553] Time 2.452 Data 0.001 Err 0.2520 top1 7.812 top5 1.562 | Epoch: [79][22/553] Time 2.448 Data 0.000 Err 0.1352 top1 2.344 top5 1.562 | Epoch: [79][23/553] Time 2.467 Data 0.001 Err 0.1764 top1 5.469 top5 1.562 | Epoch: [79][24/553] Time 2.461 Data 0.001 Err 0.2270 top1 4.688 top5 2.344 | Epoch: [79][25/553] Time 2.443 Data 0.001 Err 0.3399 top1 8.594 top5 3.906 | Epoch: [79][26/553] Time 2.445 Data 0.001 Err 0.3570 top1 8.594 top5 6.250 | Epoch: [79][27/553] Time 2.458 Data 0.001 Err 0.2300 top1 6.250 top5 1.562 | Epoch: [79][28/553] Time 2.446 Data 0.001 Err 0.2170 top1 5.469 top5 0.781 | Epoch: [79][29/553] Time 2.473 Data 0.001 Err 0.2257 top1 5.469 top5 1.562 | Epoch: [79][30/553] Time 2.453 Data 0.001 Err 0.2733 top1 6.250 top5 3.125 | Epoch: [79][31/553] Time 2.440 Data 0.001 Err 0.4316 top1 13.281 top5 3.125 | Epoch: [79][32/553] Time 2.489 Data 0.000 Err 0.2984 top1 6.250 top5 2.344 | Epoch: [79][33/553] Time 2.444 Data 0.001 Err 0.1666 top1 6.250 top5 0.781 | Epoch: [79][34/553] Time 2.511 Data 0.000 Err 0.1666 top1 4.688 top5 1.562 | Epoch: [79][35/553] Time 2.478 Data 0.001 Err 0.2072 top1 4.688 top5 3.125 | Epoch: [79][36/553] Time 2.445 Data 0.001 Err 0.2141 top1 4.688 top5 2.344 | Epoch: [79][37/553] Time 2.441 Data 0.001 Err 0.2356 top1 4.688 top5 2.344 | Epoch: [79][38/553] Time 2.450 Data 0.001 Err 0.1722 top1 4.688 top5 1.562 | Epoch: [79][39/553] Time 2.491 Data 0.001 Err 0.3552 top1 9.375 top5 3.906 | Epoch: [79][40/553] Time 2.479 Data 0.003 Err 0.3047 top1 6.250 top5 4.688 | Epoch: [79][41/553] Time 2.449 Data 0.001 Err 0.2350 top1 3.906 top5 1.562 | Epoch: [79][42/553] Time 2.445 Data 0.001 Err 0.2985 top1 7.031 top5 3.906 | Epoch: [79][43/553] Time 2.477 Data 0.001 Err 0.1949 top1 3.906 top5 0.000 | Epoch: [79][44/553] Time 2.465 Data 0.000 Err 0.2267 top1 5.469 top5 2.344 | Epoch: [79][45/553] Time 2.467 Data 0.001 Err 0.1995 top1 4.688 top5 2.344 | Epoch: [79][46/553] Time 2.446 Data 0.001 Err 0.3845 top1 9.375 top5 3.125 | Epoch: [79][47/553] Time 2.476 Data 0.001 Err 0.1725 top1 2.344 top5 1.562 | Epoch: [79][48/553] Time 2.497 Data 0.001 Err 0.3073 top1 7.812 top5 3.125 | Epoch: [79][49/553] Time 2.446 Data 0.001 Err 0.2371 top1 7.031 top5 3.125 | Epoch: [79][50/553] Time 2.474 Data 0.001 Err 0.2041 top1 4.688 top5 1.562 | Epoch: [79][51/553] Time 2.466 Data 0.001 Err 0.1805 top1 5.469 top5 0.781 | Epoch: [79][52/553] Time 2.451 Data 0.001 Err 0.3397 top1 9.375 top5 3.906 | Epoch: [79][53/553] Time 2.451 Data 0.000 Err 0.1407 top1 3.906 top5 0.781 | Epoch: [79][54/553] Time 2.473 Data 0.001 Err 0.1570 top1 3.125 top5 0.781 | Epoch: [79][55/553] Time 2.440 Data 0.001 Err 0.1584 top1 3.906 top5 1.562 | Epoch: [79][56/553] Time 2.504 Data 0.001 Err 0.3170 top1 7.812 top5 3.906 | Epoch: [79][57/553] Time 2.445 Data 0.001 Err 0.3459 top1 7.812 top5 2.344 | Epoch: [79][58/553] Time 2.443 Data 0.001 Err 0.4499 top1 11.719 top5 5.469 | Epoch: [79][59/553] Time 2.454 Data 0.001 Err 0.1776 top1 5.469 top5 0.781 | Epoch: [79][60/553] Time 2.465 Data 0.001 Err 0.2609 top1 7.031 top5 2.344 | Epoch: [79][61/553] Time 2.451 Data 0.001 Err 0.1700 top1 3.125 top5 1.562 | Epoch: [79][62/553] Time 2.449 Data 0.001 Err 0.2390 top1 6.250 top5 1.562 | Epoch: [79][63/553] Time 2.466 Data 0.001 Err 0.2317 top1 4.688 top5 1.562 | Epoch: [79][64/553] Time 2.465 Data 0.000 Err 0.4332 top1 11.719 top5 5.469 | Epoch: [79][65/553] Time 2.487 Data 0.001 Err 0.2160 top1 4.688 top5 2.344 | Epoch: [79][66/553] Time 2.461 Data 0.001 Err 0.1932 top1 5.469 top5 0.781 | Epoch: [79][67/553] Time 2.475 Data 0.001 Err 0.2679 top1 7.812 top5 1.562 | Epoch: [79][68/553] Time 2.468 Data 0.001 Err 0.1407 top1 1.562 top5 0.781 | Epoch: [79][69/553] Time 2.510 Data 0.001 Err 0.1179 top1 3.125 top5 0.000 | Epoch: [79][70/553] Time 2.443 Data 0.001 Err 0.1700 top1 5.469 top5 0.000 | Epoch: [79][71/553] Time 2.447 Data 0.001 Err 0.1712 top1 5.469 top5 0.781 | Epoch: [79][72/553] Time 2.457 Data 0.001 Err 0.3601 top1 8.594 top5 3.125 | Epoch: [79][73/553] Time 2.486 Data 0.001 Err 0.2902 top1 7.812 top5 1.562 | Epoch: [79][74/553] Time 2.443 Data 0.001 Err 0.2178 top1 5.469 top5 1.562 | Epoch: [79][75/553] Time 2.447 Data 0.001 Err 0.3575 top1 10.156 top5 2.344 | Epoch: [79][76/553] Time 2.516 Data 0.001 Err 0.2864 top1 8.594 top5 3.125 | Epoch: [79][77/553] Time 2.502 Data 0.001 Err 0.2782 top1 7.812 top5 1.562 | Epoch: [79][78/553] Time 2.486 Data 0.001 Err 0.1840 top1 4.688 top5 1.562 | Epoch: [79][79/553] Time 2.480 Data 0.001 Err 0.1898 top1 5.469 top5 1.562 | Epoch: [79][80/553] Time 2.474 Data 0.001 Err 0.2539 top1 7.031 top5 2.344 | Epoch: [79][81/553] Time 2.448 Data 0.001 Err 0.1817 top1 3.906 top5 2.344 | Epoch: [79][82/553] Time 2.461 Data 0.001 Err 0.2204 top1 5.469 top5 2.344 | Epoch: [79][83/553] Time 2.472 Data 0.001 Err 0.2182 top1 5.469 top5 2.344 | Epoch: [79][84/553] Time 2.451 Data 0.001 Err 0.2267 top1 7.812 top5 0.000 | Epoch: [79][85/553] Time 2.449 Data 0.001 Err 0.1808 top1 7.812 top5 0.000 | Epoch: [79][86/553] Time 2.468 Data 0.001 Err 0.1419 top1 3.125 top5 1.562 | Epoch: [79][87/553] Time 2.446 Data 0.001 Err 0.3713 top1 9.375 top5 4.688 | Epoch: [79][88/553] Time 2.449 Data 0.004 Err 0.2404 top1 6.250 top5 1.562 | Epoch: [79][89/553] Time 2.449 Data 0.001 Err 0.3725 top1 9.375 top5 5.469 | Epoch: [79][90/553] Time 2.436 Data 0.001 Err 0.2170 top1 3.906 top5 0.781 | Epoch: [79][91/553] Time 2.456 Data 0.000 Err 0.2788 top1 10.938 top5 0.781 | Epoch: [79][92/553] Time 2.487 Data 0.001 Err 0.3080 top1 6.250 top5 3.906 | Epoch: [79][93/553] Time 2.442 Data 0.001 Err 0.2489 top1 4.688 top5 0.781 | Epoch: [79][94/553] Time 2.435 Data 0.001 Err 0.1952 top1 6.250 top5 0.781 | Epoch: [79][95/553] Time 2.443 Data 0.001 Err 0.3195 top1 7.031 top5 2.344 | Epoch: [79][96/553] Time 2.482 Data 0.001 Err 0.3558 top1 6.250 top5 2.344 | Epoch: [79][97/553] Time 2.450 Data 0.005 Err 0.2106 top1 3.906 top5 1.562 | Epoch: [79][98/553] Time 2.451 Data 0.001 Err 0.2157 top1 7.031 top5 1.562 | Epoch: [79][99/553] Time 2.472 Data 0.001 Err 0.2773 top1 8.594 top5 1.562 | Epoch: [79][100/553] Time 2.472 Data 0.001 Err 0.1609 top1 5.469 top5 0.000 | Epoch: [79][101/553] Time 2.470 Data 0.001 Err 0.2396 top1 7.812 top5 1.562 | Epoch: [79][102/553] Time 2.439 Data 0.001 Err 0.2583 top1 6.250 top5 0.000 | Epoch: [79][103/553] Time 2.451 Data 0.001 Err 0.2801 top1 6.250 top5 1.562 | Epoch: [79][104/553] Time 2.453 Data 0.001 Err 0.3625 top1 9.375 top5 4.688 | Epoch: [79][105/553] Time 2.493 Data 0.001 Err 0.1423 top1 3.906 top5 0.000 | Epoch: [79][106/553] Time 2.444 Data 0.001 Err 0.2743 top1 5.469 top5 2.344 | Epoch: [79][107/553] Time 2.444 Data 0.001 Err 0.2671 top1 5.469 top5 1.562 | Epoch: [79][108/553] Time 2.443 Data 0.001 Err 0.3086 top1 8.594 top5 3.125 | Epoch: [79][109/553] Time 2.516 Data 0.001 Err 0.2248 top1 4.688 top5 0.781 | Epoch: [79][110/553] Time 2.479 Data 0.001 Err 0.2248 top1 7.031 top5 1.562 | Epoch: [79][111/553] Time 2.517 Data 0.001 Err 0.2296 top1 3.906 top5 2.344 | Epoch: [79][112/553] Time 2.486 Data 0.001 Err 0.1976 top1 4.688 top5 1.562 | Epoch: [79][113/553] Time 2.453 Data 0.001 Err 0.4974 top1 13.281 top5 5.469 | Epoch: [79][114/553] Time 2.439 Data 0.001 Err 0.5453 top1 12.500 top5 5.469 | Epoch: [79][115/553] Time 2.470 Data 0.001 Err 0.4228 top1 8.594 top5 3.906 | Epoch: [79][116/553] Time 2.441 Data 0.001 Err 0.2298 top1 4.688 top5 2.344 | Epoch: [79][117/553] Time 2.471 Data 0.001 Err 0.3320 top1 8.594 top5 2.344 | Epoch: [79][118/553] Time 2.444 Data 0.001 Err 0.3447 top1 7.031 top5 2.344 | Epoch: [79][119/553] Time 2.442 Data 0.000 Err 0.2553 top1 6.250 top5 1.562 | Epoch: [79][120/553] Time 2.483 Data 0.001 Err 0.2672 top1 6.250 top5 2.344 | Epoch: [79][121/553] Time 2.483 Data 0.001 Err 0.3178 top1 8.594 top5 3.125 | Epoch: [79][122/553] Time 2.460 Data 0.001 Err 0.2329 top1 6.250 top5 2.344 | Epoch: [79][123/553] Time 2.481 Data 0.001 Err 0.1712 top1 4.688 top5 1.562 | Epoch: [79][124/553] Time 2.488 Data 0.001 Err 0.2567 top1 4.688 top5 0.781 | Epoch: [79][125/553] Time 2.449 Data 0.001 Err 0.4510 top1 7.812 top5 4.688 | Epoch: [79][126/553] Time 2.446 Data 0.001 Err 0.2429 top1 5.469 top5 3.125 | Epoch: [79][127/553] Time 2.489 Data 0.001 Err 0.1964 top1 5.469 top5 1.562 | Epoch: [79][128/553] Time 2.472 Data 0.001 Err 0.2324 top1 5.469 top5 1.562 | Epoch: [79][129/553] Time 2.480 Data 0.001 Err 0.1524 top1 3.125 top5 1.562 | Epoch: [79][130/553] Time 2.439 Data 0.001 Err 0.1293 top1 3.125 top5 0.000 | Epoch: [79][131/553] Time 2.476 Data 0.001 Err 0.2113 top1 3.906 top5 1.562 | Epoch: [79][132/553] Time 2.483 Data 0.001 Err 0.3012 top1 6.250 top5 2.344 | Epoch: [79][133/553] Time 2.442 Data 0.001 Err 0.1917 top1 5.469 top5 1.562 | Epoch: [79][134/553] Time 2.463 Data 0.001 Err 0.2863 top1 7.031 top5 2.344 | Epoch: [79][135/553] Time 2.462 Data 0.001 Err 0.2544 top1 6.250 top5 3.125 | Epoch: [79][136/553] Time 2.463 Data 0.000 Err 0.2037 top1 5.469 top5 1.562 | Epoch: [79][137/553] Time 2.496 Data 0.000 Err 0.3085 top1 6.250 top5 3.906 | Epoch: [79][138/553] Time 2.442 Data 0.001 Err 0.3813 top1 10.938 top5 3.906 | Epoch: [79][139/553] Time 2.452 Data 0.001 Err 0.1380 top1 3.906 top5 1.562 | Epoch: [79][140/553] Time 2.486 Data 0.001 Err 0.3546 top1 7.031 top5 3.906 | Epoch: [79][141/553] Time 2.541 Data 0.001 Err 0.1562 top1 4.688 top5 0.000 | Epoch: [79][142/553] Time 2.484 Data 0.001 Err 0.2635 top1 5.469 top5 4.688 | Epoch: [79][143/553] Time 2.475 Data 0.000 Err 0.1657 top1 6.250 top5 0.000 | Epoch: [79][144/553] Time 2.462 Data 0.001 Err 0.2717 top1 9.375 top5 3.125 | Epoch: [79][145/553] Time 2.455 Data 0.001 Err 0.2300 top1 6.250 top5 1.562 | Epoch: [79][146/553] Time 2.463 Data 0.001 Err 0.2207 top1 7.812 top5 1.562 | Epoch: [79][147/553] Time 2.490 Data 0.001 Err 0.2386 top1 7.031 top5 2.344 | Epoch: [79][148/553] Time 2.443 Data 0.001 Err 0.3182 top1 9.375 top5 2.344 | Epoch: [79][149/553] Time 2.445 Data 0.001 Err 0.2275 top1 5.469 top5 2.344 | Epoch: [79][150/553] Time 2.441 Data 0.001 Err 0.3170 top1 5.469 top5 3.125 | Epoch: [79][151/553] Time 2.445 Data 0.001 Err 0.2675 top1 8.594 top5 2.344 | Epoch: [79][152/553] Time 2.460 Data 0.001 Err 0.3206 top1 9.375 top5 2.344 | Epoch: [79][153/553] Time 2.449 Data 0.001 Err 0.2677 top1 8.594 top5 0.781 | Epoch: [79][154/553] Time 2.490 Data 0.001 Err 0.1510 top1 3.906 top5 0.000 | Epoch: [79][155/553] Time 2.458 Data 0.001 Err 0.4943 top1 11.719 top5 5.469 | Epoch: [79][156/553] Time 2.441 Data 0.001 Err 0.1418 top1 1.562 top5 0.781 | Epoch: [79][157/553] Time 2.437 Data 0.001 Err 0.2357 top1 6.250 top5 2.344 | Epoch: [79][158/553] Time 2.491 Data 0.001 Err 0.2908 top1 7.812 top5 2.344 | Epoch: [79][159/553] Time 2.473 Data 0.000 Err 0.2378 top1 7.031 top5 1.562 | Epoch: [79][160/553] Time 2.445 Data 0.001 Err 0.1479 top1 3.906 top5 0.000 | Epoch: [79][161/553] Time 2.451 Data 0.001 Err 0.2055 top1 6.250 top5 0.000 | Epoch: [79][162/553] Time 2.444 Data 0.000 Err 0.4259 top1 9.375 top5 3.906 | Epoch: [79][163/553] Time 2.473 Data 0.001 Err 0.2280 top1 5.469 top5 3.125 | Epoch: [79][164/553] Time 2.489 Data 0.002 Err 0.3422 top1 7.812 top5 4.688 | Epoch: [79][165/553] Time 2.479 Data 0.001 Err 0.2878 top1 7.031 top5 2.344 | Epoch: [79][166/553] Time 2.489 Data 0.001 Err 0.2994 top1 8.594 top5 2.344 | Epoch: [79][167/553] Time 2.449 Data 0.001 Err 0.3172 top1 7.031 top5 3.906 | Epoch: [79][168/553] Time 2.435 Data 0.001 Err 0.2538 top1 7.812 top5 0.000 | Epoch: [79][169/553] Time 2.470 Data 0.001 Err 0.2611 top1 6.250 top5 3.125 | Epoch: [79][170/553] Time 2.447 Data 0.001 Err 0.2115 top1 6.250 top5 0.781 | Epoch: [79][171/553] Time 2.474 Data 0.001 Err 0.3128 top1 7.031 top5 3.125 | Epoch: [79][172/553] Time 2.471 Data 0.001 Err 0.2300 top1 6.250 top5 2.344 | Epoch: [79][173/553] Time 2.470 Data 0.001 Err 0.2436 top1 5.469 top5 2.344 | Epoch: [79][174/553] Time 2.458 Data 0.001 Err 0.2155 top1 9.375 top5 0.781 | Epoch: [79][175/553] Time 2.447 Data 0.001 Err 0.2002 top1 6.250 top5 0.781 | Epoch: [79][176/553] Time 2.447 Data 0.001 Err 0.1943 top1 5.469 top5 2.344 | Epoch: [79][177/553] Time 2.478 Data 0.001 Err 0.1750 top1 3.906 top5 0.000 | Epoch: [79][178/553] Time 2.488 Data 0.001 Err 0.2054 top1 6.250 top5 1.562 | Epoch: [79][179/553] Time 2.442 Data 0.001 Err 0.4070 top1 12.500 top5 3.906 | Epoch: [79][180/553] Time 2.441 Data 0.001 Err 0.2756 top1 6.250 top5 3.125 | Epoch: [79][181/553] Time 2.475 Data 0.001 Err 0.2219 top1 6.250 top5 1.562 | Epoch: [79][182/553] Time 2.455 Data 0.001 Err 0.3422 top1 8.594 top5 3.906 | Epoch: [79][183/553] Time 2.452 Data 0.001 Err 0.3083 top1 8.594 top5 1.562 | Epoch: [79][184/553] Time 2.447 Data 0.001 Err 0.2751 top1 8.594 top5 2.344 | Epoch: [79][185/553] Time 2.442 Data 0.001 Err 0.2151 top1 6.250 top5 0.781 | Epoch: [79][186/553] Time 2.434 Data 0.000 Err 0.2578 top1 3.125 top5 1.562 | Epoch: [79][187/553] Time 2.452 Data 0.001 Err 0.2473 top1 6.250 top5 2.344 | Epoch: [79][188/553] Time 2.504 Data 0.000 Err 0.2202 top1 7.031 top5 2.344 | Epoch: [79][189/553] Time 2.502 Data 0.001 Err 0.3238 top1 7.812 top5 3.125 | Epoch: [79][190/553] Time 2.442 Data 0.001 Err 0.1738 top1 7.031 top5 0.000 | Epoch: [79][191/553] Time 2.483 Data 0.001 Err 0.2459 top1 8.594 top5 1.562 | Epoch: [79][192/553] Time 2.450 Data 0.001 Err 0.3894 top1 8.594 top5 5.469 | Epoch: [79][193/553] Time 2.470 Data 0.001 Err 0.1326 top1 1.562 top5 0.781 | Epoch: [79][194/553] Time 2.450 Data 0.001 Err 0.2199 top1 5.469 top5 1.562 | Epoch: [79][195/553] Time 2.461 Data 0.001 Err 0.3570 top1 8.594 top5 4.688 | Epoch: [79][196/553] Time 2.450 Data 0.001 Err 0.2944 top1 7.031 top5 3.906 | Epoch: [79][197/553] Time 2.441 Data 0.001 Err 0.1212 top1 3.125 top5 0.781 | Epoch: [79][198/553] Time 2.445 Data 0.001 Err 0.1193 top1 2.344 top5 0.781 | Epoch: [79][199/553] Time 2.443 Data 0.001 Err 0.2601 top1 6.250 top5 2.344 | Epoch: [79][200/553] Time 2.447 Data 0.001 Err 0.2305 top1 4.688 top5 1.562 | Epoch: [79][201/553] Time 2.499 Data 0.001 Err 0.2210 top1 5.469 top5 1.562 | Epoch: [79][202/553] Time 2.494 Data 0.004 Err 0.1797 top1 3.125 top5 2.344 | Epoch: [79][203/553] Time 2.486 Data 0.001 Err 0.1248 top1 3.125 top5 0.781 | Epoch: [79][204/553] Time 2.450 Data 0.001 Err 0.3661 top1 10.938 top5 2.344 | Epoch: [79][205/553] Time 2.439 Data 0.001 Err 0.2240 top1 7.031 top5 0.781 | Epoch: [79][206/553] Time 2.438 Data 0.001 Err 0.2407 top1 6.250 top5 1.562 | Epoch: [79][207/553] Time 2.457 Data 0.001 Err 0.1576 top1 3.906 top5 0.000 | Epoch: [79][208/553] Time 2.566 Data 0.001 Err 0.1888 top1 5.469 top5 1.562 | Epoch: [79][209/553] Time 2.476 Data 0.001 Err 0.2242 top1 4.688 top5 1.562 | Epoch: [79][210/553] Time 2.563 Data 0.001 Err 0.3905 top1 8.594 top5 3.906 | Epoch: [79][211/553] Time 2.480 Data 0.001 Err 0.4266 top1 10.938 top5 3.906 | Epoch: [79][212/553] Time 2.474 Data 0.001 Err 0.1738 top1 4.688 top5 0.000 | Epoch: [79][213/553] Time 2.486 Data 0.001 Err 0.3282 top1 10.156 top5 3.906 | Epoch: [79][214/553] Time 2.447 Data 0.001 Err 0.3572 top1 7.812 top5 4.688 | Epoch: [79][215/553] Time 2.518 Data 0.000 Err 0.1346 top1 3.125 top5 0.000 | Epoch: [79][216/553] Time 2.453 Data 0.001 Err 0.2515 top1 6.250 top5 1.562 | Epoch: [79][217/553] Time 2.449 Data 0.001 Err 0.1365 top1 3.125 top5 0.781 | Epoch: [79][218/553] Time 2.481 Data 0.001 Err 0.2711 top1 7.812 top5 3.125 | Epoch: [79][219/553] Time 2.452 Data 0.001 Err 0.3370 top1 10.938 top5 1.562 | Epoch: [79][220/553] Time 2.446 Data 0.001 Err 0.2185 top1 5.469 top5 1.562 | Epoch: [79][221/553] Time 2.467 Data 0.006 Err 0.1565 top1 3.906 top5 0.781 | Epoch: [79][222/553] Time 2.472 Data 0.000 Err 0.1467 top1 3.125 top5 0.781 | Epoch: [79][223/553] Time 2.472 Data 0.001 Err 0.2142 top1 3.906 top5 1.562 | Epoch: [79][224/553] Time 2.443 Data 0.001 Err 0.2209 top1 5.469 top5 1.562 | Epoch: [79][225/553] Time 2.444 Data 0.001 Err 0.3121 top1 7.812 top5 3.125 | Epoch: [79][226/553] Time 2.445 Data 0.001 Err 0.1883 top1 4.688 top5 0.781 | Epoch: [79][227/553] Time 2.444 Data 0.001 Err 0.1800 top1 5.469 top5 1.562 | Epoch: [79][228/553] Time 2.453 Data 0.001 Err 0.1572 top1 3.906 top5 0.781 | Epoch: [79][229/553] Time 2.443 Data 0.001 Err 0.2551 top1 7.812 top5 1.562 | Epoch: [79][230/553] Time 2.454 Data 0.001 Err 0.3672 top1 7.812 top5 3.125 | Epoch: [79][231/553] Time 2.451 Data 0.001 Err 0.3149 top1 8.594 top5 3.125 | Epoch: [79][232/553] Time 2.444 Data 0.001 Err 0.2340 top1 6.250 top5 2.344 | Epoch: [79][233/553] Time 2.439 Data 0.000 Err 0.2331 top1 4.688 top5 0.781 | Epoch: [79][234/553] Time 2.433 Data 0.001 Err 0.2817 top1 7.812 top5 0.781 | Epoch: [79][235/553] Time 2.439 Data 0.001 Err 0.1746 top1 4.688 top5 0.781 | Epoch: [79][236/553] Time 2.488 Data 0.001 Err 0.2318 top1 7.031 top5 3.125 | Epoch: [79][237/553] Time 2.451 Data 0.001 Err 0.2801 top1 7.031 top5 2.344 | Epoch: [79][238/553] Time 2.457 Data 0.001 Err 0.2466 top1 7.812 top5 0.000 | Epoch: [79][239/553] Time 2.459 Data 0.001 Err 0.1762 top1 4.688 top5 1.562 | Epoch: [79][240/553] Time 2.435 Data 0.001 Err 0.4014 top1 9.375 top5 3.906 | Epoch: [79][241/553] Time 2.452 Data 0.001 Err 0.1998 top1 3.906 top5 3.906 | Epoch: [79][242/553] Time 2.442 Data 0.001 Err 0.1963 top1 4.688 top5 1.562 | Epoch: [79][243/553] Time 2.433 Data 0.001 Err 0.3158 top1 8.594 top5 1.562 | Epoch: [79][244/553] Time 2.447 Data 0.001 Err 0.2730 top1 7.812 top5 2.344 | Epoch: [79][245/553] Time 2.442 Data 0.001 Err 0.1870 top1 3.125 top5 1.562 | Epoch: [79][246/553] Time 2.443 Data 0.001 Err 0.2094 top1 6.250 top5 1.562 | Epoch: [79][247/553] Time 2.506 Data 0.001 Err 0.1811 top1 5.469 top5 0.000 | Epoch: [79][248/553] Time 2.486 Data 0.001 Err 0.2840 top1 8.594 top5 2.344 | Epoch: [79][249/553] Time 2.478 Data 0.001 Err 0.2074 top1 6.250 top5 0.000 | Epoch: [79][250/553] Time 2.442 Data 0.001 Err 0.1547 top1 3.906 top5 2.344 | Epoch: [79][251/553] Time 2.520 Data 0.001 Err 0.2017 top1 5.469 top5 0.781 | Epoch: [79][252/553] Time 2.443 Data 0.001 Err 0.1851 top1 4.688 top5 1.562 | Epoch: [79][253/553] Time 2.444 Data 0.001 Err 0.2657 top1 4.688 top5 2.344 | Epoch: [79][254/553] Time 2.468 Data 0.000 Err 0.1844 top1 4.688 top5 0.781 | Epoch: [79][255/553] Time 2.480 Data 0.001 Err 0.1103 top1 1.562 top5 0.000 | Epoch: [79][256/553] Time 2.481 Data 0.001 Err 0.2280 top1 7.031 top5 0.000 | Epoch: [79][257/553] Time 2.463 Data 0.000 Err 0.2147 top1 7.031 top5 0.781 | Epoch: [79][258/553] Time 2.451 Data 0.001 Err 0.2292 top1 7.812 top5 1.562 | Epoch: [79][259/553] Time 2.495 Data 0.001 Err 0.1970 top1 4.688 top5 0.000 | Epoch: [79][260/553] Time 2.491 Data 0.001 Err 0.3305 top1 7.812 top5 2.344 | Epoch: [79][261/553] Time 2.443 Data 0.001 Err 0.2414 top1 6.250 top5 1.562 | Epoch: [79][262/553] Time 2.447 Data 0.001 Err 0.2475 top1 7.031 top5 2.344 | Epoch: [79][263/553] Time 2.476 Data 0.000 Err 0.3035 top1 5.469 top5 3.906 | Epoch: [79][264/553] Time 2.479 Data 0.001 Err 0.2534 top1 7.031 top5 2.344 | Epoch: [79][265/553] Time 2.443 Data 0.001 Err 0.3122 top1 10.156 top5 2.344 | Epoch: [79][266/553] Time 2.438 Data 0.001 Err 0.2122 top1 6.250 top5 1.562 | Epoch: [79][267/553] Time 2.471 Data 0.001 Err 0.1849 top1 5.469 top5 0.000 | Epoch: [79][268/553] Time 2.486 Data 0.001 Err 0.2870 top1 7.812 top5 0.781 | Epoch: [79][269/553] Time 2.487 Data 0.001 Err 0.3362 top1 9.375 top5 3.125 | Epoch: [79][270/553] Time 2.482 Data 0.001 Err 0.4037 top1 10.156 top5 4.688 | Epoch: [79][271/553] Time 2.485 Data 0.000 Err 0.2975 top1 8.594 top5 2.344 | Epoch: [79][272/553] Time 2.475 Data 0.000 Err 0.3924 top1 13.281 top5 3.125 | Epoch: [79][273/553] Time 2.445 Data 0.001 Err 0.3126 top1 7.812 top5 3.906 | Epoch: [79][274/553] Time 2.508 Data 0.001 Err 0.3064 top1 9.375 top5 2.344 | Epoch: [79][275/553] Time 2.441 Data 0.001 Err 0.2578 top1 7.031 top5 2.344 | Epoch: [79][276/553] Time 2.529 Data 0.001 Err 0.1776 top1 3.906 top5 1.562 | Epoch: [79][277/553] Time 2.449 Data 0.001 Err 0.3093 top1 7.031 top5 2.344 | Epoch: [79][278/553] Time 2.470 Data 0.006 Err 0.2377 top1 7.031 top5 2.344 | Epoch: [79][279/553] Time 2.460 Data 0.001 Err 0.1666 top1 5.469 top5 1.562 | Epoch: [79][280/553] Time 2.479 Data 0.001 Err 0.2094 top1 7.031 top5 1.562 | Epoch: [79][281/553] Time 2.443 Data 0.001 Err 0.1737 top1 4.688 top5 0.000 | Epoch: [79][282/553] Time 2.498 Data 0.000 Err 0.2768 top1 7.812 top5 1.562 | Epoch: [79][283/553] Time 2.480 Data 0.000 Err 0.2949 top1 10.156 top5 1.562 | Epoch: [79][284/553] Time 2.442 Data 0.001 Err 0.2808 top1 5.469 top5 2.344 | Epoch: [79][285/553] Time 2.461 Data 0.001 Err 0.2610 top1 6.250 top5 2.344 | Epoch: [79][286/553] Time 2.444 Data 0.001 Err 0.2437 top1 6.250 top5 0.000 | Epoch: [79][287/553] Time 2.475 Data 0.001 Err 0.2353 top1 5.469 top5 1.562 | Epoch: [79][288/553] Time 2.489 Data 0.001 Err 0.2459 top1 6.250 top5 1.562 | Epoch: [79][289/553] Time 2.507 Data 0.000 Err 0.3516 top1 6.250 top5 4.688 | Epoch: [79][290/553] Time 2.446 Data 0.001 Err 0.2900 top1 7.812 top5 3.125 | Epoch: [79][291/553] Time 2.474 Data 0.001 Err 0.1655 top1 6.250 top5 0.781 | Epoch: [79][292/553] Time 2.448 Data 0.000 Err 0.1728 top1 5.469 top5 0.781 | Epoch: [79][293/553] Time 2.473 Data 0.001 Err 0.4136 top1 10.938 top5 4.688 | Epoch: [79][294/553] Time 2.444 Data 0.001 Err 0.2200 top1 5.469 top5 2.344 | Epoch: [79][295/553] Time 2.439 Data 0.001 Err 0.3203 top1 8.594 top5 3.906 | Epoch: [79][296/553] Time 2.462 Data 0.001 Err 0.3642 top1 10.156 top5 3.125 | Epoch: [79][297/553] Time 2.503 Data 0.001 Err 0.1925 top1 3.906 top5 0.781 | Epoch: [79][298/553] Time 2.451 Data 0.001 Err 0.2001 top1 4.688 top5 1.562 | Epoch: [79][299/553] Time 2.503 Data 0.001 Err 0.1892 top1 6.250 top5 0.781 | Epoch: [79][300/553] Time 2.437 Data 0.001 Err 0.2275 top1 3.906 top5 1.562 | Epoch: [79][301/553] Time 2.475 Data 0.001 Err 0.1940 top1 8.594 top5 0.000 | Epoch: [79][302/553] Time 2.446 Data 0.001 Err 0.2655 top1 5.469 top5 2.344 | Epoch: [79][303/553] Time 2.473 Data 0.001 Err 0.2729 top1 8.594 top5 2.344 | Epoch: [79][304/553] Time 2.440 Data 0.001 Err 0.3216 top1 6.250 top5 1.562 | Epoch: [79][305/553] Time 2.485 Data 0.001 Err 0.3076 top1 7.812 top5 2.344 | Epoch: [79][306/553] Time 2.485 Data 0.001 Err 0.2881 top1 8.594 top5 4.688 | Epoch: [79][307/553] Time 2.453 Data 0.001 Err 0.1852 top1 6.250 top5 0.000 | Epoch: [79][308/553] Time 2.449 Data 0.001 Err 0.3126 top1 9.375 top5 2.344 | Epoch: [79][309/553] Time 2.433 Data 0.000 Err 0.3216 top1 7.812 top5 3.125 | Epoch: [79][310/553] Time 2.469 Data 0.000 Err 0.2499 top1 6.250 top5 2.344 | Epoch: [79][311/553] Time 2.457 Data 0.001 Err 0.2582 top1 9.375 top5 3.125 | Epoch: [79][312/553] Time 2.503 Data 0.001 Err 0.1453 top1 4.688 top5 0.000 | Epoch: [79][313/553] Time 2.491 Data 0.001 Err 0.2771 top1 7.031 top5 3.906 | Epoch: [79][314/553] Time 2.498 Data 0.001 Err 0.3252 top1 8.594 top5 2.344 | Epoch: [79][315/553] Time 2.487 Data 0.001 Err 0.2055 top1 7.031 top5 1.562 | Epoch: [79][316/553] Time 2.481 Data 0.006 Err 0.1959 top1 5.469 top5 0.781 | Epoch: [79][317/553] Time 2.468 Data 0.001 Err 0.1814 top1 4.688 top5 1.562 | Epoch: [79][318/553] Time 2.464 Data 0.001 Err 0.2443 top1 7.031 top5 2.344 | Epoch: [79][319/553] Time 2.463 Data 0.000 Err 0.2343 top1 6.250 top5 0.781 | Epoch: [79][320/553] Time 2.481 Data 0.001 Err 0.3909 top1 10.156 top5 3.906 | Epoch: [79][321/553] Time 2.501 Data 0.001 Err 0.3438 top1 5.469 top5 3.125 | Epoch: [79][322/553] Time 2.446 Data 0.001 Err 0.2603 top1 5.469 top5 2.344 | Epoch: [79][323/553] Time 2.445 Data 0.001 Err 0.2047 top1 5.469 top5 1.562 | Epoch: [79][324/553] Time 2.474 Data 0.001 Err 0.4261 top1 8.594 top5 5.469 | Epoch: [79][325/553] Time 2.494 Data 0.001 Err 0.2798 top1 7.031 top5 3.906 | Epoch: [79][326/553] Time 2.475 Data 0.001 Err 0.3233 top1 8.594 top5 3.125 | Epoch: [79][327/553] Time 2.461 Data 0.001 Err 0.3872 top1 11.719 top5 3.906 | Epoch: [79][328/553] Time 2.491 Data 0.000 Err 0.2721 top1 5.469 top5 2.344 | Epoch: [79][329/553] Time 2.474 Data 0.001 Err 0.3660 top1 8.594 top5 2.344 | Epoch: [79][330/553] Time 2.519 Data 0.001 Err 0.1383 top1 2.344 top5 0.000 | Epoch: [79][331/553] Time 2.449 Data 0.001 Err 0.1923 top1 4.688 top5 1.562 | Epoch: [79][332/553] Time 2.443 Data 0.001 Err 0.3841 top1 9.375 top5 1.562 | Epoch: [79][333/553] Time 2.468 Data 0.001 Err 0.2956 top1 7.812 top5 3.125 | Epoch: [79][334/553] Time 2.475 Data 0.001 Err 0.2863 top1 7.812 top5 3.906 | Epoch: [79][335/553] Time 2.474 Data 0.002 Err 0.2312 top1 4.688 top5 1.562 | Epoch: [79][336/553] Time 2.485 Data 0.001 Err 0.1536 top1 3.906 top5 0.000 | Epoch: [79][337/553] Time 2.446 Data 0.001 Err 0.1532 top1 3.125 top5 0.781 | Epoch: [79][338/553] Time 2.506 Data 0.001 Err 0.1096 top1 3.906 top5 0.000 | Epoch: [79][339/553] Time 2.448 Data 0.001 Err 0.3108 top1 6.250 top5 2.344 | Epoch: [79][340/553] Time 2.440 Data 0.001 Err 0.1963 top1 5.469 top5 0.781 | Epoch: [79][341/553] Time 2.482 Data 0.001 Err 0.2269 top1 4.688 top5 0.781 | Epoch: [79][342/553] Time 2.443 Data 0.001 Err 0.1617 top1 3.125 top5 1.562 | Epoch: [79][343/553] Time 2.444 Data 0.001 Err 0.1845 top1 6.250 top5 1.562 | Epoch: [79][344/553] Time 2.513 Data 0.001 Err 0.2458 top1 5.469 top5 0.781 | Epoch: [79][345/553] Time 2.460 Data 0.001 Err 0.2963 top1 7.812 top5 2.344 | Epoch: [79][346/553] Time 2.473 Data 0.001 Err 0.2542 top1 5.469 top5 2.344 | Epoch: [79][347/553] Time 2.445 Data 0.001 Err 0.3122 top1 8.594 top5 3.125 | Epoch: [79][348/553] Time 2.443 Data 0.001 Err 0.2433 top1 4.688 top5 0.781 | Epoch: [79][349/553] Time 2.444 Data 0.001 Err 0.2056 top1 6.250 top5 1.562 | Epoch: [79][350/553] Time 2.477 Data 0.001 Err 0.2643 top1 6.250 top5 1.562 | Epoch: [79][351/553] Time 2.519 Data 0.000 Err 0.2161 top1 6.250 top5 2.344 | Epoch: [79][352/553] Time 2.447 Data 0.001 Err 0.2676 top1 6.250 top5 3.125 | Epoch: [79][353/553] Time 2.511 Data 0.001 Err 0.1571 top1 4.688 top5 0.000 | Epoch: [79][354/553] Time 2.471 Data 0.005 Err 0.2109 top1 3.906 top5 2.344 | Epoch: [79][355/553] Time 2.456 Data 0.001 Err 0.2591 top1 7.031 top5 3.125 | Epoch: [79][356/553] Time 2.450 Data 0.001 Err 0.3352 top1 9.375 top5 1.562 | Epoch: [79][357/553] Time 2.473 Data 0.001 Err 0.2456 top1 6.250 top5 1.562 | Epoch: [79][358/553] Time 2.440 Data 0.001 Err 0.2478 top1 7.031 top5 0.781 | Epoch: [79][359/553] Time 2.454 Data 0.001 Err 0.2790 top1 6.250 top5 2.344 | Epoch: [79][360/553] Time 2.482 Data 0.001 Err 0.0935 top1 0.781 top5 0.781 | Epoch: [79][361/553] Time 2.523 Data 0.001 Err 0.1891 top1 3.906 top5 1.562 | Epoch: [79][362/553] Time 2.488 Data 0.001 Err 0.1386 top1 3.125 top5 0.781 | Epoch: [79][363/553] Time 2.461 Data 0.002 Err 0.1518 top1 5.469 top5 0.000 | Epoch: [79][364/553] Time 2.450 Data 0.001 Err 0.1691 top1 3.125 top5 0.781 | Epoch: [79][365/553] Time 2.470 Data 0.001 Err 0.2815 top1 9.375 top5 2.344 | Epoch: [79][366/553] Time 2.519 Data 0.001 Err 0.3931 top1 9.375 top5 3.125 | Epoch: [79][367/553] Time 2.451 Data 0.001 Err 0.2126 top1 5.469 top5 0.781 | Epoch: [79][368/553] Time 2.507 Data 0.001 Err 0.2446 top1 5.469 top5 0.781 | Epoch: [79][369/553] Time 2.462 Data 0.001 Err 0.1102 top1 3.125 top5 0.781 | Epoch: [79][370/553] Time 2.455 Data 0.001 Err 0.2474 top1 6.250 top5 2.344 | Epoch: [79][371/553] Time 2.450 Data 0.001 Err 0.1217 top1 3.125 top5 0.781 | Epoch: [79][372/553] Time 2.447 Data 0.001 Err 0.3350 top1 6.250 top5 3.125 | Epoch: [79][373/553] Time 2.439 Data 0.001 Err 0.1541 top1 3.906 top5 0.781 | Epoch: [79][374/553] Time 2.500 Data 0.001 Err 0.3346 top1 7.812 top5 4.688 | Epoch: [79][375/553] Time 2.470 Data 0.001 Err 0.2859 top1 7.031 top5 1.562 | Epoch: [79][376/553] Time 2.475 Data 0.001 Err 0.2938 top1 7.812 top5 3.906 | Epoch: [79][377/553] Time 2.443 Data 0.001 Err 0.2642 top1 10.156 top5 1.562 | Epoch: [79][378/553] Time 2.467 Data 0.001 Err 0.2621 top1 5.469 top5 2.344 | Epoch: [79][379/553] Time 2.498 Data 0.001 Err 0.2617 top1 8.594 top5 0.781 | Epoch: [79][380/553] Time 2.434 Data 0.001 Err 0.2042 top1 6.250 top5 0.000 | Epoch: [79][381/553] Time 2.437 Data 0.001 Err 0.2216 top1 5.469 top5 2.344 | Epoch: [79][382/553] Time 2.511 Data 0.001 Err 0.2560 top1 6.250 top5 2.344 | Epoch: [79][383/553] Time 2.483 Data 0.001 Err 0.2533 top1 7.031 top5 2.344 | Epoch: [79][384/553] Time 2.455 Data 0.001 Err 0.2853 top1 8.594 top5 0.781 | Epoch: [79][385/553] Time 2.446 Data 0.001 Err 0.1698 top1 4.688 top5 1.562 | Epoch: [79][386/553] Time 2.451 Data 0.001 Err 0.2972 top1 8.594 top5 3.125 | Epoch: [79][387/553] Time 2.481 Data 0.001 Err 0.1756 top1 6.250 top5 0.000 | Epoch: [79][388/553] Time 2.483 Data 0.001 Err 0.2262 top1 5.469 top5 1.562 | Epoch: [79][389/553] Time 2.435 Data 0.001 Err 0.3024 top1 7.812 top5 2.344 | Epoch: [79][390/553] Time 2.445 Data 0.001 Err 0.2807 top1 7.812 top5 4.688 | Epoch: [79][391/553] Time 2.453 Data 0.001 Err 0.2521 top1 6.250 top5 0.000 | Epoch: [79][392/553] Time 2.490 Data 0.001 Err 0.3114 top1 6.250 top5 3.906 | Epoch: [79][393/553] Time 2.459 Data 0.001 Err 0.2445 top1 5.469 top5 0.000 | Epoch: [79][394/553] Time 2.451 Data 0.001 Err 0.2414 top1 4.688 top5 3.125 | Epoch: [79][395/553] Time 2.475 Data 0.001 Err 0.2607 top1 7.812 top5 2.344 | Epoch: [79][396/553] Time 2.443 Data 0.001 Err 0.3398 top1 7.812 top5 4.688 | Epoch: [79][397/553] Time 2.477 Data 0.001 Err 0.2064 top1 4.688 top5 1.562 | Epoch: [79][398/553] Time 2.455 Data 0.001 Err 0.2021 top1 6.250 top5 0.781 | Epoch: [79][399/553] Time 2.475 Data 0.001 Err 0.2186 top1 7.031 top5 0.781 | Epoch: [79][400/553] Time 2.528 Data 0.001 Err 0.2918 top1 7.812 top5 3.906 | Epoch: [79][401/553] Time 2.437 Data 0.001 Err 0.1476 top1 4.688 top5 0.781 | Epoch: [79][402/553] Time 2.464 Data 0.001 Err 0.2230 top1 7.031 top5 0.781 | Epoch: [79][403/553] Time 2.474 Data 0.001 Err 0.2958 top1 7.031 top5 3.125 | Epoch: [79][404/553] Time 2.460 Data 0.000 Err 0.3041 top1 7.812 top5 4.688 | Epoch: [79][405/553] Time 2.503 Data 0.001 Err 0.1997 top1 5.469 top5 0.781 | Epoch: [79][406/553] Time 2.520 Data 0.001 Err 0.2508 top1 5.469 top5 1.562 | Epoch: [79][407/553] Time 2.473 Data 0.001 Err 0.2518 top1 7.031 top5 2.344 | Epoch: [79][408/553] Time 2.436 Data 0.001 Err 0.1922 top1 6.250 top5 0.781 | Epoch: [79][409/553] Time 2.488 Data 0.001 Err 0.2379 top1 5.469 top5 1.562 | Epoch: [79][410/553] Time 2.458 Data 0.001 Err 0.2246 top1 6.250 top5 1.562 | Epoch: [79][411/553] Time 2.465 Data 0.001 Err 0.2814 top1 10.156 top5 0.781 | Epoch: [79][412/553] Time 2.494 Data 0.001 Err 0.1112 top1 0.781 top5 0.000 | Epoch: [79][413/553] Time 2.469 Data 0.001 Err 0.2285 top1 6.250 top5 1.562 | Epoch: [79][414/553] Time 2.476 Data 0.001 Err 0.3442 top1 8.594 top5 3.906 | Epoch: [79][415/553] Time 2.440 Data 0.001 Err 0.2495 top1 7.812 top5 1.562 | Epoch: [79][416/553] Time 2.485 Data 0.001 Err 0.1992 top1 5.469 top5 0.781 | Epoch: [79][417/553] Time 2.472 Data 0.001 Err 0.1259 top1 0.781 top5 0.781 | Epoch: [79][418/553] Time 2.442 Data 0.001 Err 0.1914 top1 4.688 top5 0.781 | Epoch: [79][419/553] Time 2.468 Data 0.001 Err 0.2853 top1 6.250 top5 2.344 | Epoch: [79][420/553] Time 2.441 Data 0.001 Err 0.1148 top1 3.906 top5 0.781 | Epoch: [79][421/553] Time 2.453 Data 0.001 Err 0.3263 top1 7.812 top5 3.906 | Epoch: [79][422/553] Time 2.436 Data 0.001 Err 0.2540 top1 5.469 top5 2.344 | Epoch: [79][423/553] Time 2.486 Data 0.001 Err 0.1542 top1 4.688 top5 0.781 | Epoch: [79][424/553] Time 2.444 Data 0.001 Err 0.2416 top1 5.469 top5 1.562 | Epoch: [79][425/553] Time 2.442 Data 0.001 Err 0.0847 top1 0.781 top5 0.000 | Epoch: [79][426/553] Time 2.446 Data 0.001 Err 0.1795 top1 4.688 top5 0.000 | Epoch: [79][427/553] Time 2.477 Data 0.001 Err 0.2826 top1 6.250 top5 3.906 | Epoch: [79][428/553] Time 2.473 Data 0.000 Err 0.2601 top1 7.031 top5 3.906 | Epoch: [79][429/553] Time 2.462 Data 0.001 Err 0.1883 top1 3.906 top5 1.562 | Epoch: [79][430/553] Time 2.439 Data 0.001 Err 0.2948 top1 6.250 top5 3.906 | Epoch: [79][431/553] Time 2.492 Data 0.001 Err 0.2657 top1 5.469 top5 2.344 | Epoch: [79][432/553] Time 2.516 Data 0.000 Err 0.2155 top1 5.469 top5 0.781 | Epoch: [79][433/553] Time 2.468 Data 0.001 Err 0.3168 top1 7.031 top5 3.125 | Epoch: [79][434/553] Time 2.508 Data 0.001 Err 0.3340 top1 9.375 top5 2.344 | Epoch: [79][435/553] Time 2.441 Data 0.001 Err 0.1928 top1 6.250 top5 1.562 | Epoch: [79][436/553] Time 2.476 Data 0.001 Err 0.2527 top1 8.594 top5 2.344 | Epoch: [79][437/553] Time 2.465 Data 0.001 Err 0.3386 top1 10.156 top5 3.125 | Epoch: [79][438/553] Time 2.475 Data 0.001 Err 0.2481 top1 7.031 top5 0.781 | Epoch: [79][439/553] Time 2.446 Data 0.001 Err 0.2849 top1 7.812 top5 2.344 | Epoch: [79][440/553] Time 2.518 Data 0.001 Err 0.1977 top1 6.250 top5 1.562 | Epoch: [79][441/553] Time 2.483 Data 0.001 Err 0.2345 top1 6.250 top5 3.125 | Epoch: [79][442/553] Time 2.484 Data 0.001 Err 0.2442 top1 6.250 top5 1.562 | Epoch: [79][443/553] Time 2.450 Data 0.000 Err 0.2219 top1 6.250 top5 1.562 | Epoch: [79][444/553] Time 2.475 Data 0.000 Err 0.3132 top1 7.031 top5 3.125 | Epoch: [79][445/553] Time 2.442 Data 0.001 Err 0.3842 top1 10.938 top5 3.906 | Epoch: [79][446/553] Time 2.501 Data 0.001 Err 0.2402 top1 6.250 top5 1.562 | Epoch: [79][447/553] Time 2.448 Data 0.001 Err 0.3757 top1 9.375 top5 4.688 | Epoch: [79][448/553] Time 2.448 Data 0.001 Err 0.2411 top1 6.250 top5 0.781 | Epoch: [79][449/553] Time 2.463 Data 0.002 Err 0.2985 top1 8.594 top5 2.344 | Epoch: [79][450/553] Time 2.507 Data 0.001 Err 0.2280 top1 7.031 top5 2.344 | Epoch: [79][451/553] Time 2.503 Data 0.001 Err 0.2235 top1 5.469 top5 1.562 | Epoch: [79][452/553] Time 2.459 Data 0.001 Err 0.2698 top1 7.031 top5 2.344 | Epoch: [79][453/553] Time 2.507 Data 0.001 Err 0.3235 top1 8.594 top5 2.344 | Epoch: [79][454/553] Time 2.437 Data 0.001 Err 0.1729 top1 4.688 top5 1.562 | Epoch: [79][455/553] Time 2.502 Data 0.001 Err 0.2894 top1 7.031 top5 3.125 | Epoch: [79][456/553] Time 2.469 Data 0.001 Err 0.4018 top1 9.375 top5 3.906 | Epoch: [79][457/553] Time 2.437 Data 0.001 Err 0.2182 top1 5.469 top5 2.344 | Epoch: [79][458/553] Time 2.447 Data 0.001 Err 0.2711 top1 6.250 top5 3.906 | Epoch: [79][459/553] Time 2.453 Data 0.001 Err 0.3002 top1 7.812 top5 2.344 | Epoch: [79][460/553] Time 2.466 Data 0.001 Err 0.3726 top1 10.156 top5 3.125 | Epoch: [79][461/553] Time 2.537 Data 0.001 Err 0.2742 top1 8.594 top5 2.344 | Epoch: [79][462/553] Time 2.483 Data 0.001 Err 0.2811 top1 6.250 top5 2.344 | Epoch: [79][463/553] Time 2.447 Data 0.001 Err 0.2718 top1 7.812 top5 3.125 | Epoch: [79][464/553] Time 2.510 Data 0.001 Err 0.2495 top1 3.906 top5 1.562 | Epoch: [79][465/553] Time 2.434 Data 0.001 Err 0.2704 top1 7.031 top5 2.344 | Epoch: [79][466/553] Time 2.476 Data 0.001 Err 0.2668 top1 7.812 top5 2.344 | Epoch: [79][467/553] Time 2.468 Data 0.001 Err 0.2430 top1 5.469 top5 1.562 | Epoch: [79][468/553] Time 2.477 Data 0.008 Err 0.1981 top1 3.125 top5 2.344 | Epoch: [79][469/553] Time 2.479 Data 0.001 Err 0.2216 top1 7.812 top5 1.562 | Epoch: [79][470/553] Time 2.476 Data 0.001 Err 0.2213 top1 5.469 top5 0.781 | Epoch: [79][471/553] Time 2.478 Data 0.000 Err 0.2135 top1 5.469 top5 1.562 | Epoch: [79][472/553] Time 2.488 Data 0.001 Err 0.1975 top1 5.469 top5 0.000 | Epoch: [79][473/553] Time 2.483 Data 0.001 Err 0.1751 top1 4.688 top5 1.562 | Epoch: [79][474/553] Time 2.481 Data 0.001 Err 0.3153 top1 10.938 top5 4.688 | Epoch: [79][475/553] Time 2.506 Data 0.001 Err 0.2655 top1 5.469 top5 2.344 | Epoch: [79][476/553] Time 2.474 Data 0.001 Err 0.3324 top1 7.812 top5 5.469 | Epoch: [79][477/553] Time 2.450 Data 0.001 Err 0.4172 top1 10.938 top5 3.125 | Epoch: [79][478/553] Time 2.450 Data 0.001 Err 0.1918 top1 4.688 top5 1.562 | Epoch: [79][479/553] Time 2.467 Data 0.001 Err 0.3125 top1 4.688 top5 3.125 | Epoch: [79][480/553] Time 2.445 Data 0.001 Err 0.2684 top1 7.031 top5 2.344 | Epoch: [79][481/553] Time 2.452 Data 0.001 Err 0.3431 top1 10.156 top5 3.125 | Epoch: [79][482/553] Time 2.447 Data 0.001 Err 0.2672 top1 4.688 top5 2.344 | Epoch: [79][483/553] Time 2.528 Data 0.001 Err 0.4882 top1 14.062 top5 5.469 | Epoch: [79][484/553] Time 2.450 Data 0.001 Err 0.3018 top1 8.594 top5 3.125 | Epoch: [79][485/553] Time 2.486 Data 0.001 Err 0.2545 top1 7.031 top5 1.562 | Epoch: [79][486/553] Time 2.436 Data 0.001 Err 0.3501 top1 11.719 top5 1.562 | Epoch: [79][487/553] Time 2.487 Data 0.001 Err 0.2065 top1 4.688 top5 1.562 | Epoch: [79][488/553] Time 2.445 Data 0.001 Err 0.2376 top1 5.469 top5 2.344 | Epoch: [79][489/553] Time 2.477 Data 0.001 Err 0.1500 top1 2.344 top5 0.781 | Epoch: [79][490/553] Time 2.465 Data 0.001 Err 0.2493 top1 7.031 top5 1.562 | Epoch: [79][491/553] Time 2.449 Data 0.001 Err 0.3677 top1 8.594 top5 3.125 | Epoch: [79][492/553] Time 2.480 Data 0.001 Err 0.1988 top1 3.906 top5 1.562 | Epoch: [79][493/553] Time 2.473 Data 0.001 Err 0.3044 top1 9.375 top5 2.344 | Epoch: [79][494/553] Time 2.442 Data 0.001 Err 0.3010 top1 7.031 top5 1.562 | Epoch: [79][495/553] Time 2.479 Data 0.001 Err 0.2172 top1 8.594 top5 0.781 | Epoch: [79][496/553] Time 2.477 Data 0.001 Err 0.2115 top1 6.250 top5 1.562 | Epoch: [79][497/553] Time 2.441 Data 0.001 Err 0.2099 top1 6.250 top5 2.344 | Epoch: [79][498/553] Time 2.438 Data 0.001 Err 0.1938 top1 6.250 top5 0.781 | Epoch: [79][499/553] Time 2.480 Data 0.001 Err 0.1734 top1 4.688 top5 0.781 | Epoch: [79][500/553] Time 2.447 Data 0.000 Err 0.1919 top1 5.469 top5 1.562 | Epoch: [79][501/553] Time 2.459 Data 0.001 Err 0.2311 top1 6.250 top5 1.562 | Epoch: [79][502/553] Time 2.434 Data 0.001 Err 0.2588 top1 5.469 top5 2.344 | Epoch: [79][503/553] Time 2.437 Data 0.001 Err 0.1981 top1 6.250 top5 0.781 | Epoch: [79][504/553] Time 2.463 Data 0.001 Err 0.3363 top1 8.594 top5 3.906 | Epoch: [79][505/553] Time 2.507 Data 0.001 Err 0.3042 top1 5.469 top5 2.344 | Epoch: [79][506/553] Time 2.437 Data 0.001 Err 0.3346 top1 7.031 top5 1.562 | Epoch: [79][507/553] Time 2.451 Data 0.001 Err 0.2020 top1 4.688 top5 1.562 | Epoch: [79][508/553] Time 2.451 Data 0.001 Err 0.3495 top1 9.375 top5 3.125 | Epoch: [79][509/553] Time 2.455 Data 0.001 Err 0.1329 top1 3.906 top5 0.000 | Epoch: [79][510/553] Time 2.454 Data 0.001 Err 0.1305 top1 3.125 top5 0.000 | Epoch: [79][511/553] Time 2.482 Data 0.001 Err 0.3094 top1 9.375 top5 2.344 | Epoch: [79][512/553] Time 2.470 Data 0.001 Err 0.3177 top1 8.594 top5 1.562 | Epoch: [79][513/553] Time 2.438 Data 0.001 Err 0.1693 top1 3.906 top5 0.781 | Epoch: [79][514/553] Time 2.482 Data 0.001 Err 0.3188 top1 7.812 top5 1.562 | Epoch: [79][515/553] Time 2.437 Data 0.001 Err 0.2755 top1 5.469 top5 3.125 | Epoch: [79][516/553] Time 2.516 Data 0.001 Err 0.2545 top1 9.375 top5 0.781 | Epoch: [79][517/553] Time 2.477 Data 0.001 Err 0.2737 top1 5.469 top5 3.125 | Epoch: [79][518/553] Time 2.439 Data 0.001 Err 0.2249 top1 5.469 top5 3.906 | Epoch: [79][519/553] Time 2.445 Data 0.001 Err 0.3465 top1 8.594 top5 1.562 | Epoch: [79][520/553] Time 2.478 Data 0.001 Err 0.1736 top1 5.469 top5 0.781 | Epoch: [79][521/553] Time 2.486 Data 0.001 Err 0.2695 top1 7.031 top5 0.000 | Epoch: [79][522/553] Time 2.460 Data 0.001 Err 0.2266 top1 6.250 top5 0.781 | Epoch: [79][523/553] Time 2.440 Data 0.001 Err 0.3661 top1 10.156 top5 2.344 | Epoch: [79][524/553] Time 2.509 Data 0.001 Err 0.3258 top1 8.594 top5 3.906 | Epoch: [79][525/553] Time 2.525 Data 0.005 Err 0.1371 top1 3.906 top5 0.000 | Epoch: [79][526/553] Time 2.468 Data 0.001 Err 0.3704 top1 8.594 top5 3.125 | Epoch: [79][527/553] Time 2.516 Data 0.001 Err 0.2938 top1 7.031 top5 1.562 | Epoch: [79][528/553] Time 2.514 Data 0.000 Err 0.2510 top1 6.250 top5 1.562 | Epoch: [79][529/553] Time 2.442 Data 0.001 Err 0.2711 top1 7.031 top5 1.562 | Epoch: [79][530/553] Time 2.451 Data 0.001 Err 0.4540 top1 13.281 top5 5.469 | Epoch: [79][531/553] Time 2.433 Data 0.001 Err 0.2771 top1 7.031 top5 2.344 | Epoch: [79][532/553] Time 2.474 Data 0.001 Err 0.1978 top1 4.688 top5 0.781 | Epoch: [79][533/553] Time 2.461 Data 0.000 Err 0.2206 top1 5.469 top5 0.781 | Epoch: [79][534/553] Time 2.443 Data 0.001 Err 0.2488 top1 7.031 top5 1.562 | Epoch: [79][535/553] Time 2.452 Data 0.001 Err 0.2681 top1 8.594 top5 1.562 | Epoch: [79][536/553] Time 2.495 Data 0.001 Err 0.2584 top1 7.812 top5 3.125 | Epoch: [79][537/553] Time 2.477 Data 0.001 Err 0.2579 top1 6.250 top5 3.125 | Epoch: [79][538/553] Time 2.444 Data 0.001 Err 0.2902 top1 5.469 top5 2.344 | Epoch: [79][539/553] Time 2.467 Data 0.001 Err 0.2362 top1 7.031 top5 1.562 | Epoch: [79][540/553] Time 2.478 Data 0.001 Err 0.2627 top1 8.594 top5 1.562 | Epoch: [79][541/553] Time 2.442 Data 0.001 Err 0.2967 top1 9.375 top5 3.125 | Epoch: [79][542/553] Time 2.443 Data 0.001 Err 0.1306 top1 2.344 top5 0.000 | Epoch: [79][543/553] Time 2.444 Data 0.000 Err 0.3422 top1 10.156 top5 2.344 | Epoch: [79][544/553] Time 2.471 Data 0.000 Err 0.2563 top1 8.594 top5 3.125 | Epoch: [79][545/553] Time 2.471 Data 0.000 Err 0.1685 top1 4.688 top5 0.000 | Epoch: [79][546/553] Time 2.441 Data 0.000 Err 0.3111 top1 7.812 top5 3.906 | Epoch: [79][547/553] Time 2.440 Data 0.000 Err 0.3118 top1 7.031 top5 2.344 | Epoch: [79][548/553] Time 2.441 Data 0.000 Err 0.1858 top1 5.469 top5 0.781 | Epoch: [79][549/553] Time 2.448 Data 0.000 Err 0.2646 top1 7.031 top5 3.125 | Epoch: [79][550/553] Time 2.441 Data 0.000 Err 0.3458 top1 9.375 top5 3.125 | Epoch: [79][551/553] Time 2.441 Data 0.000 Err 0.3375 top1 7.031 top5 3.906 | Epoch: [79][552/553] Time 2.439 Data 0.000 Err 0.3660 top1 9.375 top5 4.688 | Epoch: [79][553/553] Time 1.032 Data 0.001 Err 0.4132 top1 11.364 top5 4.545 | Test: [79][1/198] Time 2.390 Data 1.654 top1 17.188 ( 17.188) top5 7.031 ( 7.031) | Test: [79][2/198] Time 0.767 Data 0.001 top1 12.500 ( 14.844) top5 1.562 ( 4.297) | Test: [79][3/198] Time 0.721 Data 0.000 top1 18.750 ( 16.146) top5 3.906 ( 4.167) | Test: [79][4/198] Time 0.721 Data 0.001 top1 15.625 ( 16.016) top5 2.344 ( 3.711) | Test: [79][5/198] Time 0.709 Data 0.001 top1 14.062 ( 15.625) top5 5.469 ( 4.062) | Test: [79][6/198] Time 0.714 Data 0.000 top1 14.844 ( 15.495) top5 3.125 ( 3.906) | Test: [79][7/198] Time 0.711 Data 0.001 top1 13.281 ( 15.179) top5 2.344 ( 3.683) | Test: [79][8/198] Time 0.736 Data 0.001 top1 7.812 ( 14.258) top5 2.344 ( 3.516) | Test: [79][9/198] Time 0.728 Data 0.001 top1 14.062 ( 14.236) top5 0.781 ( 3.212) | Test: [79][10/198] Time 0.725 Data 0.001 top1 10.156 ( 13.828) top5 0.000 ( 2.891) | Test: [79][11/198] Time 0.729 Data 0.001 top1 10.938 ( 13.565) top5 1.562 ( 2.770) | Test: [79][12/198] Time 0.723 Data 0.001 top1 9.375 ( 13.216) top5 1.562 ( 2.669) | Test: [79][13/198] Time 0.722 Data 0.001 top1 11.719 ( 13.101) top5 2.344 ( 2.644) | Test: [79][14/198] Time 0.733 Data 0.001 top1 14.062 ( 13.170) top5 2.344 ( 2.623) | Test: [79][15/198] Time 0.722 Data 0.001 top1 14.062 ( 13.229) top5 3.125 ( 2.656) | Test: [79][16/198] Time 0.721 Data 0.001 top1 10.156 ( 13.037) top5 0.000 ( 2.490) | Test: [79][17/198] Time 0.724 Data 0.001 top1 11.719 ( 12.960) top5 3.906 ( 2.574) | Test: [79][18/198] Time 0.794 Data 0.000 top1 8.594 ( 12.717) top5 0.781 ( 2.474) | Test: [79][19/198] Time 0.726 Data 0.001 top1 7.812 ( 12.459) top5 2.344 ( 2.467) | Test: [79][20/198] Time 0.725 Data 0.001 top1 7.812 ( 12.227) top5 0.000 ( 2.344) | Test: [79][21/198] Time 0.715 Data 0.001 top1 15.625 ( 12.388) top5 3.125 ( 2.381) | Test: [79][22/198] Time 0.725 Data 0.001 top1 8.594 ( 12.216) top5 0.000 ( 2.273) | Test: [79][23/198] Time 0.715 Data 0.001 top1 7.812 ( 12.024) top5 1.562 ( 2.242) | Test: [79][24/198] Time 0.721 Data 0.001 top1 15.625 ( 12.174) top5 2.344 ( 2.246) | Test: [79][25/198] Time 0.728 Data 0.001 top1 10.156 ( 12.094) top5 4.688 ( 2.344) | Test: [79][26/198] Time 0.718 Data 0.001 top1 7.031 ( 11.899) top5 0.000 ( 2.254) | Test: [79][27/198] Time 0.723 Data 0.001 top1 17.969 ( 12.124) top5 4.688 ( 2.344) | Test: [79][28/198] Time 0.740 Data 0.001 top1 12.500 ( 12.137) top5 2.344 ( 2.344) | Test: [79][29/198] Time 0.808 Data 0.001 top1 13.281 ( 12.177) top5 2.344 ( 2.344) | Test: [79][30/198] Time 0.724 Data 0.001 top1 7.812 ( 12.031) top5 0.781 ( 2.292) | Test: [79][31/198] Time 0.794 Data 0.001 top1 8.594 ( 11.920) top5 1.562 ( 2.268) | Test: [79][32/198] Time 0.714 Data 0.001 top1 9.375 ( 11.841) top5 1.562 ( 2.246) | Test: [79][33/198] Time 0.719 Data 0.001 top1 14.062 ( 11.908) top5 3.125 ( 2.273) | Test: [79][34/198] Time 0.710 Data 0.001 top1 10.156 ( 11.857) top5 3.906 ( 2.321) | Test: [79][35/198] Time 0.724 Data 0.001 top1 17.188 ( 12.009) top5 3.125 ( 2.344) | Test: [79][36/198] Time 0.725 Data 0.001 top1 6.250 ( 11.849) top5 2.344 ( 2.344) | Test: [79][37/198] Time 0.723 Data 0.002 top1 14.062 ( 11.909) top5 3.906 ( 2.386) | Test: [79][38/198] Time 0.730 Data 0.001 top1 14.062 ( 11.965) top5 3.906 ( 2.426) | Test: [79][39/198] Time 0.742 Data 0.001 top1 10.156 ( 11.919) top5 1.562 ( 2.404) | Test: [79][40/198] Time 0.727 Data 0.001 top1 13.281 ( 11.953) top5 2.344 ( 2.402) | Test: [79][41/198] Time 0.723 Data 0.001 top1 8.594 ( 11.871) top5 1.562 ( 2.382) | Test: [79][42/198] Time 0.723 Data 0.001 top1 14.844 ( 11.942) top5 3.906 ( 2.418) | Test: [79][43/198] Time 0.727 Data 0.001 top1 12.500 ( 11.955) top5 2.344 ( 2.416) | Test: [79][44/198] Time 0.714 Data 0.001 top1 7.812 ( 11.861) top5 1.562 ( 2.397) | Test: [79][45/198] Time 0.720 Data 0.001 top1 10.938 ( 11.840) top5 2.344 ( 2.396) | Test: [79][46/198] Time 0.713 Data 0.001 top1 10.156 ( 11.804) top5 2.344 ( 2.395) | Test: [79][47/198] Time 0.718 Data 0.001 top1 10.156 ( 11.769) top5 0.781 ( 2.360) | Test: [79][48/198] Time 0.722 Data 0.000 top1 15.625 ( 11.849) top5 3.906 ( 2.393) | Test: [79][49/198] Time 0.727 Data 0.001 top1 8.594 ( 11.783) top5 3.906 ( 2.423) | Test: [79][50/198] Time 0.723 Data 0.001 top1 10.938 ( 11.766) top5 0.781 ( 2.391) | Test: [79][51/198] Time 0.714 Data 0.001 top1 11.719 ( 11.765) top5 2.344 ( 2.390) | Test: [79][52/198] Time 0.725 Data 0.001 top1 7.812 ( 11.689) top5 1.562 ( 2.374) | Test: [79][53/198] Time 0.720 Data 0.001 top1 9.375 ( 11.645) top5 1.562 ( 2.358) | Test: [79][54/198] Time 0.738 Data 0.001 top1 10.938 ( 11.632) top5 2.344 ( 2.358) | Test: [79][55/198] Time 0.728 Data 0.001 top1 7.812 ( 11.562) top5 0.781 ( 2.330) | Test: [79][56/198] Time 0.765 Data 0.001 top1 14.062 ( 11.607) top5 1.562 ( 2.316) | Test: [79][57/198] Time 0.724 Data 0.001 top1 14.844 ( 11.664) top5 3.906 ( 2.344) | Test: [79][58/198] Time 0.723 Data 0.001 top1 19.531 ( 11.800) top5 1.562 ( 2.330) | Test: [79][59/198] Time 0.722 Data 0.001 top1 10.938 ( 11.785) top5 2.344 ( 2.331) | Test: [79][60/198] Time 0.722 Data 0.001 top1 12.500 ( 11.797) top5 3.906 ( 2.357) | Test: [79][61/198] Time 0.728 Data 0.001 top1 10.938 ( 11.783) top5 1.562 ( 2.344) | Test: [79][62/198] Time 0.740 Data 0.001 top1 8.594 ( 11.731) top5 0.781 ( 2.319) | Test: [79][63/198] Time 0.718 Data 0.001 top1 15.625 ( 11.793) top5 0.781 ( 2.294) | Test: [79][64/198] Time 0.726 Data 0.004 top1 8.594 ( 11.743) top5 2.344 ( 2.295) | Test: [79][65/198] Time 0.721 Data 0.001 top1 12.500 ( 11.755) top5 4.688 ( 2.332) | Test: [79][66/198] Time 0.743 Data 0.003 top1 10.156 ( 11.731) top5 0.781 ( 2.308) | Test: [79][67/198] Time 0.717 Data 0.001 top1 12.500 ( 11.742) top5 0.781 ( 2.285) | Test: [79][68/198] Time 0.720 Data 0.001 top1 11.719 ( 11.742) top5 1.562 ( 2.275) | Test: [79][69/198] Time 0.713 Data 0.000 top1 14.844 ( 11.787) top5 5.469 ( 2.321) | Test: [79][70/198] Time 0.715 Data 0.000 top1 14.062 ( 11.819) top5 3.906 ( 2.344) | Test: [79][71/198] Time 0.740 Data 0.001 top1 15.625 ( 11.873) top5 4.688 ( 2.377) | Test: [79][72/198] Time 0.723 Data 0.000 top1 14.062 ( 11.903) top5 1.562 ( 2.365) | Test: [79][73/198] Time 0.717 Data 0.001 top1 14.062 ( 11.933) top5 3.125 ( 2.376) | Test: [79][74/198] Time 0.723 Data 0.001 top1 7.812 ( 11.877) top5 0.781 ( 2.354) | Test: [79][75/198] Time 0.744 Data 0.001 top1 10.938 ( 11.865) top5 0.781 ( 2.333) | Test: [79][76/198] Time 0.733 Data 0.000 top1 12.500 ( 11.873) top5 3.125 ( 2.344) | Test: [79][77/198] Time 0.756 Data 0.001 top1 10.938 ( 11.861) top5 0.781 ( 2.323) | Test: [79][78/198] Time 0.785 Data 0.001 top1 16.406 ( 11.919) top5 3.906 ( 2.344) | Test: [79][79/198] Time 0.765 Data 0.001 top1 8.594 ( 11.877) top5 0.781 ( 2.324) | Test: [79][80/198] Time 0.736 Data 0.001 top1 9.375 ( 11.846) top5 1.562 ( 2.314) | Test: [79][81/198] Time 0.724 Data 0.001 top1 17.188 ( 11.912) top5 3.906 ( 2.334) | Test: [79][82/198] Time 0.779 Data 0.001 top1 13.281 ( 11.928) top5 3.906 ( 2.353) | Test: [79][83/198] Time 0.725 Data 0.001 top1 7.812 ( 11.879) top5 3.125 ( 2.363) | Test: [79][84/198] Time 0.726 Data 0.001 top1 10.938 ( 11.868) top5 3.125 ( 2.372) | Test: [79][85/198] Time 0.722 Data 0.001 top1 10.938 ( 11.857) top5 3.125 ( 2.381) | Test: [79][86/198] Time 0.728 Data 0.001 top1 12.500 ( 11.864) top5 0.781 ( 2.362) | Test: [79][87/198] Time 0.763 Data 0.001 top1 13.281 ( 11.880) top5 4.688 ( 2.389) | Test: [79][88/198] Time 0.731 Data 0.001 top1 12.500 ( 11.887) top5 1.562 ( 2.379) | Test: [79][89/198] Time 0.725 Data 0.001 top1 8.594 ( 11.850) top5 1.562 ( 2.370) | Test: [79][90/198] Time 0.743 Data 0.001 top1 10.156 ( 11.832) top5 3.125 ( 2.378) | Test: [79][91/198] Time 0.727 Data 0.000 top1 12.500 ( 11.839) top5 1.562 ( 2.370) | Test: [79][92/198] Time 0.729 Data 0.001 top1 10.938 ( 11.829) top5 4.688 ( 2.395) | Test: [79][93/198] Time 0.732 Data 0.001 top1 12.500 ( 11.836) top5 3.125 ( 2.403) | Test: [79][94/198] Time 0.730 Data 0.000 top1 14.844 ( 11.868) top5 4.688 ( 2.427) | Test: [79][95/198] Time 0.723 Data 0.001 top1 10.156 ( 11.850) top5 0.781 ( 2.410) | Test: [79][96/198] Time 0.716 Data 0.001 top1 14.062 ( 11.873) top5 3.906 ( 2.425) | Test: [79][97/198] Time 0.734 Data 0.001 top1 14.844 ( 11.904) top5 3.906 ( 2.440) | Test: [79][98/198] Time 0.715 Data 0.001 top1 17.188 ( 11.958) top5 0.781 ( 2.423) | Test: [79][99/198] Time 0.719 Data 0.001 top1 15.625 ( 11.995) top5 2.344 ( 2.423) | Test: [79][100/198] Time 0.726 Data 0.001 top1 10.938 ( 11.984) top5 1.562 ( 2.414) | Test: [79][101/198] Time 0.734 Data 0.001 top1 14.062 ( 12.005) top5 2.344 ( 2.413) | Test: [79][102/198] Time 0.735 Data 0.001 top1 14.062 ( 12.025) top5 0.781 ( 2.397) | Test: [79][103/198] Time 0.724 Data 0.000 top1 16.406 ( 12.068) top5 1.562 ( 2.389) | Test: [79][104/198] Time 0.728 Data 0.001 top1 14.844 ( 12.094) top5 3.125 ( 2.396) | Test: [79][105/198] Time 0.715 Data 0.001 top1 11.719 ( 12.091) top5 3.125 ( 2.403) | Test: [79][106/198] Time 0.721 Data 0.001 top1 12.500 ( 12.095) top5 4.688 ( 2.425) | Test: [79][107/198] Time 0.723 Data 0.001 top1 12.500 ( 12.098) top5 3.125 ( 2.431) | Test: [79][108/198] Time 0.720 Data 0.001 top1 17.188 ( 12.146) top5 3.125 ( 2.438) | Test: [79][109/198] Time 0.724 Data 0.001 top1 10.156 ( 12.127) top5 2.344 ( 2.437) | Test: [79][110/198] Time 0.719 Data 0.001 top1 12.500 ( 12.131) top5 3.125 ( 2.443) | Test: [79][111/198] Time 0.716 Data 0.001 top1 14.844 ( 12.155) top5 3.906 ( 2.456) | Test: [79][112/198] Time 0.733 Data 0.004 top1 11.719 ( 12.151) top5 0.781 ( 2.441) | Test: [79][113/198] Time 0.719 Data 0.001 top1 17.188 ( 12.196) top5 3.906 ( 2.454) | Test: [79][114/198] Time 0.729 Data 0.001 top1 10.938 ( 12.185) top5 1.562 ( 2.447) | Test: [79][115/198] Time 0.722 Data 0.001 top1 9.375 ( 12.160) top5 3.125 ( 2.452) | Test: [79][116/198] Time 0.729 Data 0.001 top1 12.500 ( 12.163) top5 2.344 ( 2.452) | Test: [79][117/198] Time 0.772 Data 0.001 top1 8.594 ( 12.133) top5 3.125 ( 2.457) | Test: [79][118/198] Time 0.749 Data 0.001 top1 9.375 ( 12.109) top5 2.344 ( 2.456) | Test: [79][119/198] Time 0.731 Data 0.001 top1 16.406 ( 12.145) top5 1.562 ( 2.449) | Test: [79][120/198] Time 0.729 Data 0.001 top1 17.188 ( 12.188) top5 6.250 ( 2.480) | Test: [79][121/198] Time 0.718 Data 0.001 top1 12.500 ( 12.190) top5 1.562 ( 2.473) | Test: [79][122/198] Time 0.714 Data 0.001 top1 13.281 ( 12.199) top5 0.781 ( 2.459) | Test: [79][123/198] Time 0.718 Data 0.001 top1 17.188 ( 12.240) top5 4.688 ( 2.477) | Test: [79][124/198] Time 0.717 Data 0.001 top1 13.281 ( 12.248) top5 2.344 ( 2.476) | Test: [79][125/198] Time 0.720 Data 0.001 top1 12.500 ( 12.250) top5 3.125 ( 2.481) | Test: [79][126/198] Time 0.733 Data 0.001 top1 9.375 ( 12.227) top5 2.344 ( 2.480) | Test: [79][127/198] Time 0.732 Data 0.001 top1 11.719 ( 12.223) top5 3.125 ( 2.485) | Test: [79][128/198] Time 0.729 Data 0.000 top1 14.062 ( 12.238) top5 5.469 ( 2.509) | Test: [79][129/198] Time 0.737 Data 0.001 top1 12.500 ( 12.240) top5 2.344 ( 2.507) | Test: [79][130/198] Time 0.724 Data 0.001 top1 11.719 ( 12.236) top5 3.906 ( 2.518) | Test: [79][131/198] Time 0.718 Data 0.001 top1 17.188 ( 12.273) top5 3.906 ( 2.529) | Test: [79][132/198] Time 0.715 Data 0.001 top1 8.594 ( 12.246) top5 1.562 ( 2.521) | Test: [79][133/198] Time 0.716 Data 0.001 top1 12.500 ( 12.247) top5 1.562 ( 2.514) | Test: [79][134/198] Time 0.724 Data 0.001 top1 11.719 ( 12.243) top5 2.344 ( 2.513) | Test: [79][135/198] Time 0.723 Data 0.001 top1 17.188 ( 12.280) top5 1.562 ( 2.506) | Test: [79][136/198] Time 0.747 Data 0.001 top1 8.594 ( 12.253) top5 1.562 ( 2.499) | Test: [79][137/198] Time 0.764 Data 0.001 top1 10.938 ( 12.243) top5 2.344 ( 2.498) | Test: [79][138/198] Time 0.768 Data 0.001 top1 14.844 ( 12.262) top5 1.562 ( 2.491) | Test: [79][139/198] Time 0.748 Data 0.001 top1 14.062 ( 12.275) top5 1.562 ( 2.484) | Test: [79][140/198] Time 0.726 Data 0.001 top1 10.156 ( 12.260) top5 0.781 ( 2.472) | Test: [79][141/198] Time 0.719 Data 0.000 top1 12.500 ( 12.262) top5 2.344 ( 2.471) | Test: [79][142/198] Time 0.716 Data 0.001 top1 10.156 ( 12.247) top5 1.562 ( 2.465) | Test: [79][143/198] Time 0.730 Data 0.001 top1 13.281 ( 12.254) top5 4.688 ( 2.480) | Test: [79][144/198] Time 0.759 Data 0.001 top1 18.750 ( 12.299) top5 5.469 ( 2.501) | Test: [79][145/198] Time 0.766 Data 0.001 top1 14.062 ( 12.311) top5 3.906 ( 2.511) | Test: [79][146/198] Time 0.747 Data 0.001 top1 8.594 ( 12.286) top5 1.562 ( 2.504) | Test: [79][147/198] Time 0.762 Data 0.003 top1 14.844 ( 12.303) top5 3.906 ( 2.514) | Test: [79][148/198] Time 0.730 Data 0.000 top1 17.188 ( 12.336) top5 2.344 ( 2.513) | Test: [79][149/198] Time 0.734 Data 0.000 top1 16.406 ( 12.364) top5 1.562 ( 2.506) | Test: [79][150/198] Time 0.722 Data 0.001 top1 12.500 ( 12.365) top5 0.781 ( 2.495) | Test: [79][151/198] Time 0.716 Data 0.001 top1 11.719 ( 12.360) top5 4.688 ( 2.509) | Test: [79][152/198] Time 0.732 Data 0.001 top1 13.281 ( 12.366) top5 1.562 ( 2.503) | Test: [79][153/198] Time 0.715 Data 0.001 top1 10.938 ( 12.357) top5 3.906 ( 2.512) | Test: [79][154/198] Time 0.719 Data 0.001 top1 10.938 ( 12.348) top5 1.562 ( 2.506) | Test: [79][155/198] Time 0.717 Data 0.001 top1 13.281 ( 12.354) top5 3.125 ( 2.510) | Test: [79][156/198] Time 0.731 Data 0.001 top1 15.625 ( 12.375) top5 2.344 ( 2.509) | Test: [79][157/198] Time 0.728 Data 0.001 top1 10.938 ( 12.366) top5 3.906 ( 2.518) | Test: [79][158/198] Time 0.719 Data 0.000 top1 10.938 ( 12.357) top5 2.344 ( 2.517) | Test: [79][159/198] Time 0.722 Data 0.001 top1 18.750 ( 12.397) top5 2.344 ( 2.516) | Test: [79][160/198] Time 0.717 Data 0.001 top1 17.969 ( 12.432) top5 3.906 ( 2.524) | Test: [79][161/198] Time 0.715 Data 0.001 top1 11.719 ( 12.427) top5 1.562 ( 2.518) | Test: [79][162/198] Time 0.721 Data 0.001 top1 6.250 ( 12.389) top5 0.781 ( 2.508) | Test: [79][163/198] Time 0.714 Data 0.001 top1 11.719 ( 12.385) top5 1.562 ( 2.502) | Test: [79][164/198] Time 0.722 Data 0.001 top1 9.375 ( 12.367) top5 2.344 ( 2.501) | Test: [79][165/198] Time 0.735 Data 0.001 top1 16.406 ( 12.391) top5 4.688 ( 2.514) | Test: [79][166/198] Time 0.727 Data 0.001 top1 13.281 ( 12.396) top5 1.562 ( 2.508) | Test: [79][167/198] Time 0.728 Data 0.001 top1 12.500 ( 12.397) top5 3.125 ( 2.512) | Test: [79][168/198] Time 0.732 Data 0.001 top1 8.594 ( 12.374) top5 1.562 ( 2.507) | Test: [79][169/198] Time 0.720 Data 0.001 top1 8.594 ( 12.352) top5 2.344 ( 2.506) | Test: [79][170/198] Time 0.721 Data 0.000 top1 12.500 ( 12.353) top5 2.344 ( 2.505) | Test: [79][171/198] Time 0.718 Data 0.001 top1 8.594 ( 12.331) top5 0.781 ( 2.495) | Test: [79][172/198] Time 0.717 Data 0.001 top1 12.500 ( 12.332) top5 3.125 ( 2.498) | Test: [79][173/198] Time 0.719 Data 0.001 top1 11.719 ( 12.328) top5 0.781 ( 2.488) | Test: [79][174/198] Time 0.766 Data 0.001 top1 9.375 ( 12.311) top5 0.781 ( 2.478) | Test: [79][175/198] Time 0.733 Data 0.006 top1 11.719 ( 12.308) top5 0.781 ( 2.469) | Test: [79][176/198] Time 0.718 Data 0.001 top1 15.625 ( 12.327) top5 6.250 ( 2.490) | Test: [79][177/198] Time 0.720 Data 0.001 top1 8.594 ( 12.306) top5 1.562 ( 2.485) | Test: [79][178/198] Time 0.721 Data 0.001 top1 11.719 ( 12.302) top5 1.562 ( 2.480) | Test: [79][179/198] Time 0.721 Data 0.001 top1 14.062 ( 12.312) top5 3.125 ( 2.483) | Test: [79][180/198] Time 0.721 Data 0.000 top1 10.938 ( 12.305) top5 0.000 ( 2.470) | Test: [79][181/198] Time 0.718 Data 0.001 top1 14.062 ( 12.314) top5 0.781 ( 2.460) | Test: [79][182/198] Time 0.714 Data 0.001 top1 11.719 ( 12.311) top5 0.781 ( 2.451) | Test: [79][183/198] Time 0.718 Data 0.001 top1 9.375 ( 12.295) top5 0.781 ( 2.442) | Test: [79][184/198] Time 0.722 Data 0.001 top1 10.156 ( 12.283) top5 2.344 ( 2.441) | Test: [79][185/198] Time 0.722 Data 0.002 top1 12.500 ( 12.285) top5 2.344 ( 2.441) | Test: [79][186/198] Time 0.715 Data 0.001 top1 10.156 ( 12.273) top5 3.125 ( 2.445) | Test: [79][187/198] Time 0.715 Data 0.001 top1 17.188 ( 12.299) top5 7.031 ( 2.469) | Test: [79][188/198] Time 0.713 Data 0.000 top1 10.156 ( 12.288) top5 3.125 ( 2.473) | Test: [79][189/198] Time 0.720 Data 0.000 top1 12.500 ( 12.289) top5 2.344 ( 2.472) | Test: [79][190/198] Time 0.732 Data 0.000 top1 14.844 ( 12.303) top5 1.562 ( 2.467) | Test: [79][191/198] Time 0.730 Data 0.000 top1 8.594 ( 12.283) top5 0.781 ( 2.458) | Test: [79][192/198] Time 0.722 Data 0.000 top1 17.969 ( 12.313) top5 3.906 ( 2.466) | Test: [79][193/198] Time 0.711 Data 0.000 top1 13.281 ( 12.318) top5 2.344 ( 2.465) | Test: [79][194/198] Time 0.723 Data 0.000 top1 11.719 ( 12.315) top5 0.781 ( 2.457) | Test: [79][195/198] Time 0.723 Data 0.000 top1 14.844 ( 12.328) top5 3.125 ( 2.460) | Test: [79][196/198] Time 0.718 Data 0.000 top1 16.406 ( 12.349) top5 3.125 ( 2.463) | Test: [79][197/198] Time 0.255 Data 0.000 top1 11.765 ( 12.346) top5 0.000 ( 2.451) | Test: [79][198/198] Time 0.715 Data 0.001 top1 5.469 ( 12.311) top5 1.562 ( 2.446) * Finished epoch # 79 top1: 12.311 top5: 2.446 Epoch 80 => Training epoch # 80 | Epoch: [80][1/553] Time 4.940 Data 2.455 Err 0.3148 top1 9.375 top5 3.125 | Epoch: [80][2/553] Time 2.438 Data 0.001 Err 0.1399 top1 3.906 top5 0.781 | Epoch: [80][3/553] Time 2.435 Data 0.001 Err 0.2617 top1 7.031 top5 3.125 | Epoch: [80][4/553] Time 2.461 Data 0.001 Err 0.2095 top1 3.906 top5 2.344 | Epoch: [80][5/553] Time 2.474 Data 0.001 Err 0.2003 top1 3.906 top5 0.781 | Epoch: [80][6/553] Time 2.433 Data 0.001 Err 0.2617 top1 4.688 top5 3.125 | Epoch: [80][7/553] Time 2.462 Data 0.001 Err 0.1899 top1 6.250 top5 0.781 | Epoch: [80][8/553] Time 2.473 Data 0.001 Err 0.2781 top1 5.469 top5 3.906 | Epoch: [80][9/553] Time 2.442 Data 0.001 Err 0.3508 top1 8.594 top5 5.469 | Epoch: [80][10/553] Time 2.442 Data 0.001 Err 0.3124 top1 9.375 top5 1.562 | Epoch: [80][11/553] Time 2.463 Data 0.001 Err 0.3336 top1 10.156 top5 3.125 | Epoch: [80][12/553] Time 2.517 Data 0.001 Err 0.1472 top1 4.688 top5 0.000 | Epoch: [80][13/553] Time 2.506 Data 0.001 Err 0.2434 top1 6.250 top5 1.562 | Epoch: [80][14/553] Time 2.447 Data 0.001 Err 0.2481 top1 7.031 top5 1.562 | Epoch: [80][15/553] Time 2.491 Data 0.001 Err 0.2620 top1 7.031 top5 0.781 | Epoch: [80][16/553] Time 2.470 Data 0.001 Err 0.2437 top1 5.469 top5 2.344 | Epoch: [80][17/553] Time 2.456 Data 0.001 Err 0.2637 top1 7.812 top5 2.344 | Epoch: [80][18/553] Time 2.433 Data 0.001 Err 0.3802 top1 10.156 top5 3.125 | Epoch: [80][19/553] Time 2.454 Data 0.001 Err 0.0735 top1 0.781 top5 0.000 | Epoch: [80][20/553] Time 2.473 Data 0.001 Err 0.4787 top1 14.062 top5 4.688 | Epoch: [80][21/553] Time 2.510 Data 0.001 Err 0.2355 top1 5.469 top5 2.344 | Epoch: [80][22/553] Time 2.446 Data 0.001 Err 0.1564 top1 3.906 top5 0.781 | Epoch: [80][23/553] Time 2.443 Data 0.001 Err 0.2951 top1 5.469 top5 3.125 | Epoch: [80][24/553] Time 2.436 Data 0.001 Err 0.2442 top1 7.031 top5 0.781 | Epoch: [80][25/553] Time 2.437 Data 0.001 Err 0.2134 top1 3.906 top5 1.562 | Epoch: [80][26/553] Time 2.454 Data 0.001 Err 0.3858 top1 8.594 top5 4.688 | Epoch: [80][27/553] Time 2.485 Data 0.000 Err 0.2090 top1 5.469 top5 1.562 | Epoch: [80][28/553] Time 2.480 Data 0.001 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [80][29/553] Time 2.446 Data 0.001 Err 0.2533 top1 7.812 top5 0.781 | Epoch: [80][30/553] Time 2.440 Data 0.001 Err 0.1655 top1 4.688 top5 1.562 | Epoch: [80][31/553] Time 2.441 Data 0.001 Err 0.1821 top1 3.906 top5 2.344 | Epoch: [80][32/553] Time 2.483 Data 0.001 Err 0.2463 top1 6.250 top5 1.562 | Epoch: [80][33/553] Time 2.484 Data 0.001 Err 0.2766 top1 7.812 top5 1.562 | Epoch: [80][34/553] Time 2.444 Data 0.001 Err 0.1640 top1 5.469 top5 0.000 | Epoch: [80][35/553] Time 2.478 Data 0.000 Err 0.1419 top1 3.906 top5 0.781 | Epoch: [80][36/553] Time 2.521 Data 0.001 Err 0.2794 top1 6.250 top5 1.562 | Epoch: [80][37/553] Time 2.438 Data 0.000 Err 0.1832 top1 4.688 top5 1.562 | Epoch: [80][38/553] Time 2.474 Data 0.001 Err 0.2131 top1 5.469 top5 2.344 | Epoch: [80][39/553] Time 2.438 Data 0.001 Err 0.2327 top1 7.812 top5 1.562 | Epoch: [80][40/553] Time 2.442 Data 0.001 Err 0.1908 top1 3.906 top5 1.562 | Epoch: [80][41/553] Time 2.514 Data 0.005 Err 0.2609 top1 8.594 top5 1.562 | Epoch: [80][42/553] Time 2.489 Data 0.001 Err 0.2291 top1 6.250 top5 2.344 | Epoch: [80][43/553] Time 2.479 Data 0.001 Err 0.3278 top1 7.812 top5 3.906 | Epoch: [80][44/553] Time 2.472 Data 0.001 Err 0.2230 top1 5.469 top5 0.781 | Epoch: [80][45/553] Time 2.507 Data 0.001 Err 0.2620 top1 8.594 top5 0.781 | Epoch: [80][46/553] Time 2.509 Data 0.001 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [80][47/553] Time 2.463 Data 0.001 Err 0.3561 top1 7.812 top5 3.906 | Epoch: [80][48/553] Time 2.442 Data 0.001 Err 0.2347 top1 7.812 top5 1.562 | Epoch: [80][49/553] Time 2.524 Data 0.001 Err 0.2294 top1 7.031 top5 0.781 | Epoch: [80][50/553] Time 2.443 Data 0.001 Err 0.1892 top1 5.469 top5 1.562 | Epoch: [80][51/553] Time 2.443 Data 0.001 Err 0.2572 top1 3.906 top5 1.562 | Epoch: [80][52/553] Time 2.440 Data 0.001 Err 0.2407 top1 6.250 top5 2.344 | Epoch: [80][53/553] Time 2.483 Data 0.001 Err 0.2528 top1 6.250 top5 1.562 | Epoch: [80][54/553] Time 2.433 Data 0.001 Err 0.2867 top1 7.031 top5 3.125 | Epoch: [80][55/553] Time 2.439 Data 0.001 Err 0.2623 top1 7.031 top5 1.562 | Epoch: [80][56/553] Time 2.457 Data 0.000 Err 0.2396 top1 7.031 top5 2.344 | Epoch: [80][57/553] Time 2.452 Data 0.001 Err 0.1286 top1 3.125 top5 0.000 | Epoch: [80][58/553] Time 2.447 Data 0.001 Err 0.2217 top1 6.250 top5 1.562 | Epoch: [80][59/553] Time 2.446 Data 0.001 Err 0.1483 top1 3.906 top5 0.781 | Epoch: [80][60/553] Time 2.440 Data 0.001 Err 0.1627 top1 4.688 top5 1.562 | Epoch: [80][61/553] Time 2.470 Data 0.001 Err 0.3544 top1 10.156 top5 2.344 | Epoch: [80][62/553] Time 2.453 Data 0.000 Err 0.1207 top1 3.125 top5 0.781 | Epoch: [80][63/553] Time 2.485 Data 0.001 Err 0.4245 top1 10.156 top5 3.125 | Epoch: [80][64/553] Time 2.438 Data 0.001 Err 0.3146 top1 7.031 top5 3.125 | Epoch: [80][65/553] Time 2.466 Data 0.000 Err 0.3963 top1 8.594 top5 3.125 | Epoch: [80][66/553] Time 2.453 Data 0.001 Err 0.2504 top1 7.812 top5 1.562 | Epoch: [80][67/553] Time 2.448 Data 0.001 Err 0.2805 top1 7.031 top5 1.562 | Epoch: [80][68/553] Time 2.474 Data 0.001 Err 0.2589 top1 7.031 top5 1.562 | Epoch: [80][69/553] Time 2.472 Data 0.001 Err 0.1012 top1 2.344 top5 0.781 | Epoch: [80][70/553] Time 2.456 Data 0.007 Err 0.2507 top1 7.031 top5 1.562 | Epoch: [80][71/553] Time 2.442 Data 0.001 Err 0.2169 top1 6.250 top5 2.344 | Epoch: [80][72/553] Time 2.439 Data 0.001 Err 0.3145 top1 7.031 top5 2.344 | Epoch: [80][73/553] Time 2.473 Data 0.001 Err 0.1617 top1 3.906 top5 0.000 | Epoch: [80][74/553] Time 2.493 Data 0.001 Err 0.2700 top1 6.250 top5 3.125 | Epoch: [80][75/553] Time 2.477 Data 0.001 Err 0.3484 top1 8.594 top5 2.344 | Epoch: [80][76/553] Time 2.473 Data 0.001 Err 0.1983 top1 4.688 top5 0.781 | Epoch: [80][77/553] Time 2.480 Data 0.001 Err 0.3280 top1 5.469 top5 3.906 | Epoch: [80][78/553] Time 2.471 Data 0.001 Err 0.2447 top1 7.031 top5 2.344 | Epoch: [80][79/553] Time 2.453 Data 0.001 Err 0.1688 top1 4.688 top5 0.000 | Epoch: [80][80/553] Time 2.452 Data 0.001 Err 0.2201 top1 5.469 top5 1.562 | Epoch: [80][81/553] Time 2.471 Data 0.001 Err 0.2847 top1 7.031 top5 2.344 | Epoch: [80][82/553] Time 2.472 Data 0.000 Err 0.2710 top1 7.031 top5 2.344 | Epoch: [80][83/553] Time 2.464 Data 0.001 Err 0.2430 top1 4.688 top5 3.125 | Epoch: [80][84/553] Time 2.449 Data 0.000 Err 0.2373 top1 5.469 top5 2.344 | Epoch: [80][85/553] Time 2.470 Data 0.001 Err 0.3003 top1 7.031 top5 3.125 | Epoch: [80][86/553] Time 2.482 Data 0.001 Err 0.1003 top1 2.344 top5 0.000 | Epoch: [80][87/553] Time 2.434 Data 0.001 Err 0.3364 top1 9.375 top5 2.344 | Epoch: [80][88/553] Time 2.433 Data 0.001 Err 0.2342 top1 6.250 top5 1.562 | Epoch: [80][89/553] Time 2.453 Data 0.001 Err 0.2678 top1 7.812 top5 1.562 | Epoch: [80][90/553] Time 2.437 Data 0.000 Err 0.1129 top1 3.125 top5 0.781 | Epoch: [80][91/553] Time 2.505 Data 0.001 Err 0.2805 top1 6.250 top5 3.125 | Epoch: [80][92/553] Time 2.449 Data 0.001 Err 0.3077 top1 9.375 top5 3.125 | Epoch: [80][93/553] Time 2.447 Data 0.001 Err 0.2152 top1 6.250 top5 1.562 | Epoch: [80][94/553] Time 2.470 Data 0.000 Err 0.2706 top1 6.250 top5 1.562 | Epoch: [80][95/553] Time 2.445 Data 0.001 Err 0.1460 top1 3.906 top5 0.000 | Epoch: [80][96/553] Time 2.471 Data 0.001 Err 0.2672 top1 6.250 top5 0.781 | Epoch: [80][97/553] Time 2.494 Data 0.001 Err 0.3590 top1 6.250 top5 4.688 | Epoch: [80][98/553] Time 2.435 Data 0.001 Err 0.2390 top1 7.031 top5 0.781 | Epoch: [80][99/553] Time 2.443 Data 0.001 Err 0.1951 top1 6.250 top5 1.562 | Epoch: [80][100/553] Time 2.437 Data 0.001 Err 0.2078 top1 5.469 top5 1.562 | Epoch: [80][101/553] Time 2.469 Data 0.001 Err 0.3137 top1 6.250 top5 1.562 | Epoch: [80][102/553] Time 2.470 Data 0.001 Err 0.1470 top1 4.688 top5 0.781 | Epoch: [80][103/553] Time 2.445 Data 0.001 Err 0.2399 top1 4.688 top5 2.344 | Epoch: [80][104/553] Time 2.445 Data 0.001 Err 0.3669 top1 7.812 top5 5.469 | Epoch: [80][105/553] Time 2.494 Data 0.001 Err 0.3436 top1 9.375 top5 3.125 | Epoch: [80][106/553] Time 2.460 Data 0.001 Err 0.1714 top1 7.031 top5 0.781 | Epoch: [80][107/553] Time 2.461 Data 0.001 Err 0.2158 top1 6.250 top5 2.344 | Epoch: [80][108/553] Time 2.442 Data 0.001 Err 0.1466 top1 3.906 top5 0.000 | Epoch: [80][109/553] Time 2.442 Data 0.001 Err 0.2642 top1 9.375 top5 0.000 | Epoch: [80][110/553] Time 2.503 Data 0.001 Err 0.2524 top1 7.031 top5 2.344 | Epoch: [80][111/553] Time 2.446 Data 0.001 Err 0.3277 top1 9.375 top5 2.344 | Epoch: [80][112/553] Time 2.450 Data 0.001 Err 0.0876 top1 1.562 top5 0.000 | Epoch: [80][113/553] Time 2.488 Data 0.001 Err 0.4409 top1 10.938 top5 4.688 | Epoch: [80][114/553] Time 2.435 Data 0.001 Err 0.2988 top1 7.812 top5 2.344 | Epoch: [80][115/553] Time 2.463 Data 0.001 Err 0.2994 top1 7.812 top5 3.125 | Epoch: [80][116/553] Time 2.448 Data 0.001 Err 0.2485 top1 5.469 top5 1.562 | Epoch: [80][117/553] Time 2.438 Data 0.001 Err 0.2717 top1 5.469 top5 2.344 | Epoch: [80][118/553] Time 2.496 Data 0.001 Err 0.1647 top1 3.125 top5 0.781 | Epoch: [80][119/553] Time 2.458 Data 0.001 Err 0.2988 top1 7.812 top5 3.125 | Epoch: [80][120/553] Time 2.477 Data 0.001 Err 0.1868 top1 3.125 top5 0.781 | Epoch: [80][121/553] Time 2.486 Data 0.000 Err 0.1740 top1 3.906 top5 1.562 | Epoch: [80][122/553] Time 2.485 Data 0.001 Err 0.2057 top1 7.812 top5 1.562 | Epoch: [80][123/553] Time 2.479 Data 0.001 Err 0.2571 top1 6.250 top5 2.344 | Epoch: [80][124/553] Time 2.446 Data 0.001 Err 0.2647 top1 9.375 top5 3.125 | Epoch: [80][125/553] Time 2.485 Data 0.001 Err 0.2210 top1 6.250 top5 1.562 | Epoch: [80][126/553] Time 2.517 Data 0.001 Err 0.2474 top1 5.469 top5 3.125 | Epoch: [80][127/553] Time 2.484 Data 0.001 Err 0.2174 top1 7.031 top5 0.781 | Epoch: [80][128/553] Time 2.439 Data 0.001 Err 0.2272 top1 6.250 top5 2.344 | Epoch: [80][129/553] Time 2.455 Data 0.001 Err 0.1611 top1 3.906 top5 0.781 | Epoch: [80][130/553] Time 2.462 Data 0.001 Err 0.1385 top1 3.125 top5 1.562 | Epoch: [80][131/553] Time 2.436 Data 0.001 Err 0.1293 top1 2.344 top5 0.781 | Epoch: [80][132/553] Time 2.447 Data 0.001 Err 0.2311 top1 7.031 top5 1.562 | Epoch: [80][133/553] Time 2.457 Data 0.001 Err 0.1138 top1 3.125 top5 0.781 | Epoch: [80][134/553] Time 2.471 Data 0.001 Err 0.1341 top1 4.688 top5 0.781 | Epoch: [80][135/553] Time 2.452 Data 0.001 Err 0.1228 top1 2.344 top5 1.562 | Epoch: [80][136/553] Time 2.472 Data 0.001 Err 0.2583 top1 5.469 top5 3.906 | Epoch: [80][137/553] Time 2.458 Data 0.001 Err 0.2711 top1 7.031 top5 1.562 | Epoch: [80][138/553] Time 2.438 Data 0.001 Err 0.2076 top1 3.125 top5 0.781 | Epoch: [80][139/553] Time 2.439 Data 0.001 Err 0.3058 top1 9.375 top5 3.125 | Epoch: [80][140/553] Time 2.434 Data 0.001 Err 0.2500 top1 7.031 top5 2.344 | Epoch: [80][141/553] Time 2.484 Data 0.001 Err 0.2860 top1 7.031 top5 2.344 | Epoch: [80][142/553] Time 2.478 Data 0.001 Err 0.2833 top1 9.375 top5 1.562 | Epoch: [80][143/553] Time 2.452 Data 0.001 Err 0.1845 top1 7.031 top5 0.000 | Epoch: [80][144/553] Time 2.442 Data 0.001 Err 0.2615 top1 6.250 top5 2.344 | Epoch: [80][145/553] Time 2.443 Data 0.001 Err 0.2305 top1 5.469 top5 2.344 | Epoch: [80][146/553] Time 2.479 Data 0.001 Err 0.2455 top1 5.469 top5 1.562 | Epoch: [80][147/553] Time 2.454 Data 0.001 Err 0.1893 top1 3.906 top5 0.781 | Epoch: [80][148/553] Time 2.468 Data 0.001 Err 0.1627 top1 3.906 top5 0.781 | Epoch: [80][149/553] Time 2.452 Data 0.001 Err 0.2652 top1 5.469 top5 1.562 | Epoch: [80][150/553] Time 2.436 Data 0.001 Err 0.4489 top1 10.938 top5 4.688 | Epoch: [80][151/553] Time 2.501 Data 0.001 Err 0.1971 top1 6.250 top5 0.781 | Epoch: [80][152/553] Time 2.434 Data 0.001 Err 0.2263 top1 7.812 top5 1.562 | Epoch: [80][153/553] Time 2.460 Data 0.000 Err 0.2255 top1 3.906 top5 0.781 | Epoch: [80][154/553] Time 2.450 Data 0.001 Err 0.2115 top1 4.688 top5 2.344 | Epoch: [80][155/553] Time 2.442 Data 0.001 Err 0.2406 top1 7.031 top5 2.344 | Epoch: [80][156/553] Time 2.444 Data 0.001 Err 0.3147 top1 9.375 top5 2.344 | Epoch: [80][157/553] Time 2.511 Data 0.000 Err 0.2163 top1 4.688 top5 1.562 | Epoch: [80][158/553] Time 2.441 Data 0.001 Err 0.2812 top1 7.812 top5 3.125 | Epoch: [80][159/553] Time 2.453 Data 0.001 Err 0.3417 top1 9.375 top5 3.125 | Epoch: [80][160/553] Time 2.517 Data 0.001 Err 0.2558 top1 5.469 top5 1.562 | Epoch: [80][161/553] Time 2.467 Data 0.001 Err 0.3323 top1 9.375 top5 2.344 | Epoch: [80][162/553] Time 2.514 Data 0.001 Err 0.3004 top1 7.812 top5 2.344 | Epoch: [80][163/553] Time 2.447 Data 0.001 Err 0.2109 top1 5.469 top5 1.562 | Epoch: [80][164/553] Time 2.478 Data 0.001 Err 0.2425 top1 6.250 top5 1.562 | Epoch: [80][165/553] Time 2.466 Data 0.001 Err 0.2076 top1 5.469 top5 0.781 | Epoch: [80][166/553] Time 2.466 Data 0.001 Err 0.2146 top1 6.250 top5 0.781 | Epoch: [80][167/553] Time 2.432 Data 0.001 Err 0.2099 top1 5.469 top5 1.562 | Epoch: [80][168/553] Time 2.466 Data 0.001 Err 0.1808 top1 3.906 top5 1.562 | Epoch: [80][169/553] Time 2.439 Data 0.000 Err 0.2287 top1 5.469 top5 1.562 | Epoch: [80][170/553] Time 2.472 Data 0.000 Err 0.1922 top1 5.469 top5 0.000 | Epoch: [80][171/553] Time 2.464 Data 0.001 Err 0.2295 top1 6.250 top5 3.125 | Epoch: [80][172/553] Time 2.512 Data 0.001 Err 0.2315 top1 5.469 top5 3.125 | Epoch: [80][173/553] Time 2.441 Data 0.001 Err 0.3029 top1 7.812 top5 1.562 | Epoch: [80][174/553] Time 2.441 Data 0.001 Err 0.1408 top1 4.688 top5 0.000 | Epoch: [80][175/553] Time 2.443 Data 0.001 Err 0.2569 top1 7.031 top5 2.344 | Epoch: [80][176/553] Time 2.475 Data 0.001 Err 0.2848 top1 7.812 top5 3.906 | Epoch: [80][177/553] Time 2.444 Data 0.001 Err 0.3239 top1 7.812 top5 3.906 | Epoch: [80][178/553] Time 2.457 Data 0.001 Err 0.3097 top1 7.031 top5 3.125 | Epoch: [80][179/553] Time 2.499 Data 0.001 Err 0.1138 top1 3.125 top5 0.781 | Epoch: [80][180/553] Time 2.441 Data 0.001 Err 0.2323 top1 5.469 top5 1.562 | Epoch: [80][181/553] Time 2.439 Data 0.001 Err 0.2635 top1 6.250 top5 3.125 | Epoch: [80][182/553] Time 2.436 Data 0.001 Err 0.2195 top1 4.688 top5 0.781 | Epoch: [80][183/553] Time 2.445 Data 0.001 Err 0.2649 top1 7.812 top5 2.344 | Epoch: [80][184/553] Time 2.445 Data 0.001 Err 0.3634 top1 10.938 top5 3.125 | Epoch: [80][185/553] Time 2.464 Data 0.001 Err 0.2355 top1 6.250 top5 1.562 | Epoch: [80][186/553] Time 2.445 Data 0.001 Err 0.2119 top1 5.469 top5 0.781 | Epoch: [80][187/553] Time 2.462 Data 0.001 Err 0.2300 top1 4.688 top5 2.344 | Epoch: [80][188/553] Time 2.443 Data 0.001 Err 0.2165 top1 4.688 top5 0.000 | Epoch: [80][189/553] Time 2.486 Data 0.000 Err 0.3631 top1 8.594 top5 3.906 | Epoch: [80][190/553] Time 2.468 Data 0.001 Err 0.2394 top1 7.031 top5 0.000 | Epoch: [80][191/553] Time 2.474 Data 0.001 Err 0.4040 top1 10.156 top5 4.688 | Epoch: [80][192/553] Time 2.509 Data 0.001 Err 0.2948 top1 8.594 top5 3.906 | Epoch: [80][193/553] Time 2.503 Data 0.001 Err 0.2529 top1 7.031 top5 0.781 | Epoch: [80][194/553] Time 2.442 Data 0.001 Err 0.2685 top1 7.031 top5 1.562 | Epoch: [80][195/553] Time 2.520 Data 0.001 Err 0.2395 top1 7.031 top5 1.562 | Epoch: [80][196/553] Time 2.448 Data 0.001 Err 0.3336 top1 10.938 top5 1.562 | Epoch: [80][197/553] Time 2.441 Data 0.001 Err 0.2763 top1 7.812 top5 0.781 | Epoch: [80][198/553] Time 2.454 Data 0.001 Err 0.1747 top1 3.906 top5 0.000 | Epoch: [80][199/553] Time 2.476 Data 0.001 Err 0.2747 top1 8.594 top5 2.344 | Epoch: [80][200/553] Time 2.447 Data 0.000 Err 0.2576 top1 7.031 top5 2.344 | Epoch: [80][201/553] Time 2.443 Data 0.001 Err 0.1955 top1 6.250 top5 0.000 | Epoch: [80][202/553] Time 2.441 Data 0.001 Err 0.2106 top1 4.688 top5 1.562 | Epoch: [80][203/553] Time 2.485 Data 0.001 Err 0.2106 top1 4.688 top5 2.344 | Epoch: [80][204/553] Time 2.465 Data 0.001 Err 0.3158 top1 7.812 top5 3.906 | Epoch: [80][205/553] Time 2.434 Data 0.001 Err 0.4575 top1 10.156 top5 4.688 | Epoch: [80][206/553] Time 2.444 Data 0.001 Err 0.2794 top1 5.469 top5 2.344 | Epoch: [80][207/553] Time 2.462 Data 0.000 Err 0.2325 top1 4.688 top5 1.562 | Epoch: [80][208/553] Time 2.526 Data 0.001 Err 0.2368 top1 7.812 top5 1.562 | Epoch: [80][209/553] Time 2.496 Data 0.001 Err 0.2182 top1 6.250 top5 0.781 | Epoch: [80][210/553] Time 2.449 Data 0.001 Err 0.2060 top1 5.469 top5 0.781 | Epoch: [80][211/553] Time 2.435 Data 0.001 Err 0.3599 top1 10.156 top5 2.344 | Epoch: [80][212/553] Time 2.476 Data 0.001 Err 0.2215 top1 7.031 top5 0.781 | Epoch: [80][213/553] Time 2.451 Data 0.001 Err 0.2871 top1 8.594 top5 1.562 | Epoch: [80][214/553] Time 2.467 Data 0.001 Err 0.3942 top1 8.594 top5 3.125 | Epoch: [80][215/553] Time 2.430 Data 0.001 Err 0.2068 top1 4.688 top5 2.344 | Epoch: [80][216/553] Time 2.516 Data 0.000 Err 0.1840 top1 4.688 top5 0.781 | Epoch: [80][217/553] Time 2.514 Data 0.000 Err 0.1606 top1 4.688 top5 1.562 | Epoch: [80][218/553] Time 2.470 Data 0.001 Err 0.1743 top1 5.469 top5 0.781 | Epoch: [80][219/553] Time 2.438 Data 0.001 Err 0.2693 top1 7.812 top5 1.562 | Epoch: [80][220/553] Time 2.455 Data 0.001 Err 0.2498 top1 7.812 top5 2.344 | Epoch: [80][221/553] Time 2.438 Data 0.001 Err 0.1979 top1 3.906 top5 2.344 | Epoch: [80][222/553] Time 2.440 Data 0.002 Err 0.2684 top1 7.812 top5 2.344 | Epoch: [80][223/553] Time 2.463 Data 0.001 Err 0.2770 top1 6.250 top5 3.125 | Epoch: [80][224/553] Time 2.472 Data 0.001 Err 0.2454 top1 7.812 top5 0.781 | Epoch: [80][225/553] Time 2.443 Data 0.001 Err 0.1473 top1 3.125 top5 0.781 | Epoch: [80][226/553] Time 2.450 Data 0.001 Err 0.2960 top1 7.031 top5 2.344 | Epoch: [80][227/553] Time 2.451 Data 0.001 Err 0.2342 top1 7.031 top5 0.781 | Epoch: [80][228/553] Time 2.515 Data 0.001 Err 0.2377 top1 6.250 top5 3.125 | Epoch: [80][229/553] Time 2.472 Data 0.001 Err 0.1904 top1 6.250 top5 0.781 | Epoch: [80][230/553] Time 2.441 Data 0.001 Err 0.3046 top1 7.031 top5 4.688 | Epoch: [80][231/553] Time 2.434 Data 0.001 Err 0.3505 top1 7.812 top5 3.125 | Epoch: [80][232/553] Time 2.447 Data 0.001 Err 0.1787 top1 5.469 top5 0.000 | Epoch: [80][233/553] Time 2.465 Data 0.001 Err 0.1505 top1 3.906 top5 0.781 | Epoch: [80][234/553] Time 2.475 Data 0.001 Err 0.3266 top1 7.812 top5 3.906 | Epoch: [80][235/553] Time 2.440 Data 0.000 Err 0.2393 top1 7.031 top5 0.781 | Epoch: [80][236/553] Time 2.515 Data 0.001 Err 0.2199 top1 6.250 top5 1.562 | Epoch: [80][237/553] Time 2.439 Data 0.001 Err 0.2481 top1 5.469 top5 2.344 | Epoch: [80][238/553] Time 2.434 Data 0.001 Err 0.1419 top1 3.906 top5 0.781 | Epoch: [80][239/553] Time 2.476 Data 0.001 Err 0.2053 top1 6.250 top5 1.562 | Epoch: [80][240/553] Time 2.459 Data 0.001 Err 0.3091 top1 7.812 top5 1.562 | Epoch: [80][241/553] Time 2.455 Data 0.001 Err 0.2084 top1 5.469 top5 2.344 | Epoch: [80][242/553] Time 2.453 Data 0.001 Err 0.2182 top1 4.688 top5 1.562 | Epoch: [80][243/553] Time 2.455 Data 0.001 Err 0.1922 top1 4.688 top5 1.562 | Epoch: [80][244/553] Time 2.478 Data 0.001 Err 0.2497 top1 5.469 top5 3.906 | Epoch: [80][245/553] Time 2.484 Data 0.001 Err 0.3283 top1 7.812 top5 2.344 | Epoch: [80][246/553] Time 2.438 Data 0.001 Err 0.1580 top1 4.688 top5 0.000 | Epoch: [80][247/553] Time 2.474 Data 0.001 Err 0.1235 top1 4.688 top5 0.000 | Epoch: [80][248/553] Time 2.477 Data 0.001 Err 0.2639 top1 8.594 top5 3.125 | Epoch: [80][249/553] Time 2.443 Data 0.001 Err 0.3175 top1 7.812 top5 3.125 | Epoch: [80][250/553] Time 2.447 Data 0.002 Err 0.2889 top1 5.469 top5 3.125 | Epoch: [80][251/553] Time 2.436 Data 0.001 Err 0.2296 top1 4.688 top5 3.125 | Epoch: [80][252/553] Time 2.473 Data 0.001 Err 0.2489 top1 5.469 top5 1.562 | Epoch: [80][253/553] Time 2.461 Data 0.001 Err 0.2022 top1 4.688 top5 1.562 | Epoch: [80][254/553] Time 2.450 Data 0.001 Err 0.2821 top1 9.375 top5 0.000 | Epoch: [80][255/553] Time 2.473 Data 0.001 Err 0.2274 top1 6.250 top5 2.344 | Epoch: [80][256/553] Time 2.447 Data 0.001 Err 0.1607 top1 3.125 top5 1.562 | Epoch: [80][257/553] Time 2.480 Data 0.001 Err 0.2621 top1 7.812 top5 2.344 | Epoch: [80][258/553] Time 2.480 Data 0.001 Err 0.2011 top1 7.031 top5 0.781 | Epoch: [80][259/553] Time 2.442 Data 0.001 Err 0.2099 top1 5.469 top5 2.344 | Epoch: [80][260/553] Time 2.453 Data 0.001 Err 0.3005 top1 7.812 top5 3.125 | Epoch: [80][261/553] Time 2.501 Data 0.001 Err 0.2495 top1 7.812 top5 1.562 | Epoch: [80][262/553] Time 2.449 Data 0.001 Err 0.2431 top1 7.031 top5 1.562 | Epoch: [80][263/553] Time 2.439 Data 0.001 Err 0.2100 top1 4.688 top5 2.344 | Epoch: [80][264/553] Time 2.490 Data 0.001 Err 0.3231 top1 10.156 top5 3.125 | Epoch: [80][265/553] Time 2.434 Data 0.001 Err 0.2006 top1 3.906 top5 0.781 | Epoch: [80][266/553] Time 2.440 Data 0.001 Err 0.3860 top1 8.594 top5 4.688 | Epoch: [80][267/553] Time 2.472 Data 0.001 Err 0.2174 top1 7.031 top5 2.344 | Epoch: [80][268/553] Time 2.510 Data 0.001 Err 0.2556 top1 5.469 top5 3.125 | Epoch: [80][269/553] Time 2.451 Data 0.001 Err 0.3457 top1 9.375 top5 3.125 | Epoch: [80][270/553] Time 2.467 Data 0.001 Err 0.3898 top1 12.500 top5 0.781 | Epoch: [80][271/553] Time 2.475 Data 0.001 Err 0.1082 top1 3.125 top5 0.781 | Epoch: [80][272/553] Time 2.523 Data 0.001 Err 0.1526 top1 3.906 top5 0.781 | Epoch: [80][273/553] Time 2.439 Data 0.001 Err 0.1899 top1 5.469 top5 0.781 | Epoch: [80][274/553] Time 2.457 Data 0.000 Err 0.2871 top1 8.594 top5 2.344 | Epoch: [80][275/553] Time 2.446 Data 0.001 Err 0.1927 top1 3.906 top5 1.562 | Epoch: [80][276/553] Time 2.478 Data 0.001 Err 0.1810 top1 3.125 top5 0.781 | Epoch: [80][277/553] Time 2.436 Data 0.001 Err 0.3191 top1 7.812 top5 3.125 | Epoch: [80][278/553] Time 2.476 Data 0.001 Err 0.1134 top1 3.125 top5 0.781 | Epoch: [80][279/553] Time 2.437 Data 0.001 Err 0.2941 top1 6.250 top5 2.344 | Epoch: [80][280/553] Time 2.471 Data 0.001 Err 0.2678 top1 7.812 top5 0.781 | Epoch: [80][281/553] Time 2.451 Data 0.001 Err 0.2115 top1 4.688 top5 1.562 | Epoch: [80][282/553] Time 2.433 Data 0.001 Err 0.1377 top1 3.906 top5 0.000 | Epoch: [80][283/553] Time 2.449 Data 0.001 Err 0.2324 top1 5.469 top5 0.000 | Epoch: [80][284/553] Time 2.453 Data 0.001 Err 0.2320 top1 10.156 top5 0.000 | Epoch: [80][285/553] Time 2.471 Data 0.001 Err 0.3421 top1 8.594 top5 3.125 | Epoch: [80][286/553] Time 2.442 Data 0.001 Err 0.1685 top1 4.688 top5 0.781 | Epoch: [80][287/553] Time 2.469 Data 0.001 Err 0.1650 top1 5.469 top5 0.781 | Epoch: [80][288/553] Time 2.442 Data 0.001 Err 0.2790 top1 7.812 top5 1.562 | Epoch: [80][289/553] Time 2.443 Data 0.001 Err 0.3139 top1 8.594 top5 3.125 | Epoch: [80][290/553] Time 2.448 Data 0.000 Err 0.3652 top1 8.594 top5 3.906 | Epoch: [80][291/553] Time 2.444 Data 0.001 Err 0.2585 top1 7.031 top5 2.344 | Epoch: [80][292/553] Time 2.450 Data 0.001 Err 0.1732 top1 4.688 top5 0.781 | Epoch: [80][293/553] Time 2.441 Data 0.001 Err 0.2309 top1 4.688 top5 2.344 | Epoch: [80][294/553] Time 2.455 Data 0.001 Err 0.2987 top1 8.594 top5 1.562 | Epoch: [80][295/553] Time 2.505 Data 0.001 Err 0.2505 top1 6.250 top5 1.562 | Epoch: [80][296/553] Time 2.457 Data 0.001 Err 0.2574 top1 6.250 top5 2.344 | Epoch: [80][297/553] Time 2.475 Data 0.001 Err 0.2215 top1 7.031 top5 0.781 | Epoch: [80][298/553] Time 2.468 Data 0.001 Err 0.3102 top1 7.812 top5 2.344 | Epoch: [80][299/553] Time 2.474 Data 0.001 Err 0.1728 top1 5.469 top5 1.562 | Epoch: [80][300/553] Time 2.481 Data 0.001 Err 0.2969 top1 6.250 top5 3.125 | Epoch: [80][301/553] Time 2.491 Data 0.000 Err 0.2343 top1 6.250 top5 1.562 | Epoch: [80][302/553] Time 2.451 Data 0.001 Err 0.2291 top1 6.250 top5 0.781 | Epoch: [80][303/553] Time 2.467 Data 0.000 Err 0.2645 top1 5.469 top5 3.125 | Epoch: [80][304/553] Time 2.458 Data 0.001 Err 0.2755 top1 7.812 top5 1.562 | Epoch: [80][305/553] Time 2.436 Data 0.001 Err 0.1691 top1 3.125 top5 0.781 | Epoch: [80][306/553] Time 2.461 Data 0.001 Err 0.1438 top1 3.125 top5 0.781 | Epoch: [80][307/553] Time 2.435 Data 0.001 Err 0.3674 top1 10.156 top5 3.906 | Epoch: [80][308/553] Time 2.440 Data 0.001 Err 0.1870 top1 6.250 top5 0.781 | Epoch: [80][309/553] Time 2.452 Data 0.001 Err 0.1863 top1 7.031 top5 0.781 | Epoch: [80][310/553] Time 2.486 Data 0.001 Err 0.2921 top1 7.812 top5 3.125 | Epoch: [80][311/553] Time 2.445 Data 0.001 Err 0.1743 top1 2.344 top5 1.562 | Epoch: [80][312/553] Time 2.462 Data 0.001 Err 0.1871 top1 6.250 top5 0.781 | Epoch: [80][313/553] Time 2.449 Data 0.001 Err 0.2279 top1 5.469 top5 3.125 | Epoch: [80][314/553] Time 2.476 Data 0.001 Err 0.4290 top1 10.156 top5 4.688 | Epoch: [80][315/553] Time 2.448 Data 0.001 Err 0.4520 top1 10.156 top5 3.906 | Epoch: [80][316/553] Time 2.448 Data 0.001 Err 0.2226 top1 6.250 top5 1.562 | Epoch: [80][317/553] Time 2.443 Data 0.001 Err 0.4508 top1 12.500 top5 5.469 | Epoch: [80][318/553] Time 2.440 Data 0.001 Err 0.1849 top1 6.250 top5 0.000 | Epoch: [80][319/553] Time 2.442 Data 0.001 Err 0.2552 top1 7.031 top5 1.562 | Epoch: [80][320/553] Time 2.449 Data 0.001 Err 0.2330 top1 6.250 top5 1.562 | Epoch: [80][321/553] Time 2.439 Data 0.000 Err 0.1647 top1 2.344 top5 2.344 | Epoch: [80][322/553] Time 2.454 Data 0.001 Err 0.3623 top1 7.031 top5 4.688 | Epoch: [80][323/553] Time 2.451 Data 0.001 Err 0.3860 top1 9.375 top5 2.344 | Epoch: [80][324/553] Time 2.438 Data 0.001 Err 0.2999 top1 7.031 top5 2.344 | Epoch: [80][325/553] Time 2.434 Data 0.001 Err 0.2489 top1 6.250 top5 3.125 | Epoch: [80][326/553] Time 2.444 Data 0.001 Err 0.0990 top1 1.562 top5 0.781 | Epoch: [80][327/553] Time 2.447 Data 0.001 Err 0.2821 top1 6.250 top5 2.344 | Epoch: [80][328/553] Time 2.492 Data 0.001 Err 0.3122 top1 6.250 top5 3.125 | Epoch: [80][329/553] Time 2.500 Data 0.001 Err 0.2998 top1 7.031 top5 2.344 | Epoch: [80][330/553] Time 2.481 Data 0.001 Err 0.1771 top1 5.469 top5 1.562 | Epoch: [80][331/553] Time 2.436 Data 0.001 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [80][332/553] Time 2.465 Data 0.001 Err 0.2196 top1 5.469 top5 1.562 | Epoch: [80][333/553] Time 2.455 Data 0.001 Err 0.3984 top1 8.594 top5 3.125 | Epoch: [80][334/553] Time 2.478 Data 0.001 Err 0.2508 top1 8.594 top5 0.781 | Epoch: [80][335/553] Time 2.441 Data 0.001 Err 0.2371 top1 6.250 top5 1.562 | Epoch: [80][336/553] Time 2.448 Data 0.001 Err 0.3361 top1 10.156 top5 2.344 | Epoch: [80][337/553] Time 2.441 Data 0.001 Err 0.1977 top1 4.688 top5 1.562 | Epoch: [80][338/553] Time 2.487 Data 0.001 Err 0.2558 top1 8.594 top5 2.344 | Epoch: [80][339/553] Time 2.447 Data 0.001 Err 0.2114 top1 6.250 top5 0.781 | Epoch: [80][340/553] Time 2.445 Data 0.001 Err 0.2296 top1 6.250 top5 2.344 | Epoch: [80][341/553] Time 2.441 Data 0.001 Err 0.2284 top1 6.250 top5 3.906 | Epoch: [80][342/553] Time 2.448 Data 0.001 Err 0.1499 top1 4.688 top5 0.000 | Epoch: [80][343/553] Time 2.472 Data 0.001 Err 0.1181 top1 3.125 top5 0.000 | Epoch: [80][344/553] Time 2.450 Data 0.001 Err 0.3569 top1 10.156 top5 2.344 | Epoch: [80][345/553] Time 2.437 Data 0.001 Err 0.2317 top1 4.688 top5 2.344 | Epoch: [80][346/553] Time 2.440 Data 0.001 Err 0.3220 top1 7.031 top5 3.125 | Epoch: [80][347/553] Time 2.509 Data 0.001 Err 0.3083 top1 8.594 top5 3.906 | Epoch: [80][348/553] Time 2.438 Data 0.000 Err 0.2275 top1 5.469 top5 3.125 | Epoch: [80][349/553] Time 2.438 Data 0.001 Err 0.1432 top1 4.688 top5 0.781 | Epoch: [80][350/553] Time 2.457 Data 0.000 Err 0.2074 top1 4.688 top5 1.562 | Epoch: [80][351/553] Time 2.437 Data 0.001 Err 0.2356 top1 4.688 top5 1.562 | Epoch: [80][352/553] Time 2.436 Data 0.001 Err 0.2721 top1 7.812 top5 2.344 | Epoch: [80][353/553] Time 2.501 Data 0.001 Err 0.2239 top1 6.250 top5 1.562 | Epoch: [80][354/553] Time 2.503 Data 0.001 Err 0.2223 top1 5.469 top5 2.344 | Epoch: [80][355/553] Time 2.454 Data 0.001 Err 0.2481 top1 5.469 top5 2.344 | Epoch: [80][356/553] Time 2.435 Data 0.000 Err 0.5495 top1 12.500 top5 5.469 | Epoch: [80][357/553] Time 2.454 Data 0.001 Err 0.1998 top1 7.031 top5 0.781 | Epoch: [80][358/553] Time 2.466 Data 0.001 Err 0.2509 top1 6.250 top5 1.562 | Epoch: [80][359/553] Time 2.453 Data 0.001 Err 0.2202 top1 3.125 top5 2.344 | Epoch: [80][360/553] Time 2.441 Data 0.000 Err 0.2188 top1 4.688 top5 2.344 | Epoch: [80][361/553] Time 2.456 Data 0.001 Err 0.3248 top1 8.594 top5 3.906 | Epoch: [80][362/553] Time 2.441 Data 0.001 Err 0.2736 top1 6.250 top5 3.906 | Epoch: [80][363/553] Time 2.478 Data 0.001 Err 0.2297 top1 8.594 top5 0.000 | Epoch: [80][364/553] Time 2.438 Data 0.001 Err 0.2770 top1 5.469 top5 3.125 | Epoch: [80][365/553] Time 2.475 Data 0.001 Err 0.2093 top1 7.031 top5 0.781 | Epoch: [80][366/553] Time 2.468 Data 0.001 Err 0.2654 top1 7.812 top5 1.562 | Epoch: [80][367/553] Time 2.443 Data 0.001 Err 0.3173 top1 7.812 top5 3.125 | Epoch: [80][368/553] Time 2.444 Data 0.001 Err 0.2283 top1 7.031 top5 2.344 | Epoch: [80][369/553] Time 2.445 Data 0.001 Err 0.2745 top1 8.594 top5 2.344 | Epoch: [80][370/553] Time 2.446 Data 0.001 Err 0.2631 top1 8.594 top5 0.781 | Epoch: [80][371/553] Time 2.510 Data 0.001 Err 0.1637 top1 4.688 top5 1.562 | Epoch: [80][372/553] Time 2.445 Data 0.001 Err 0.2452 top1 8.594 top5 0.781 | Epoch: [80][373/553] Time 2.445 Data 0.001 Err 0.2731 top1 10.156 top5 1.562 | Epoch: [80][374/553] Time 2.444 Data 0.003 Err 0.2724 top1 7.031 top5 1.562 | Epoch: [80][375/553] Time 2.437 Data 0.001 Err 0.2456 top1 7.812 top5 0.781 | Epoch: [80][376/553] Time 2.440 Data 0.001 Err 0.2253 top1 5.469 top5 1.562 | Epoch: [80][377/553] Time 2.448 Data 0.001 Err 0.1284 top1 3.906 top5 0.781 | Epoch: [80][378/553] Time 2.507 Data 0.001 Err 0.2496 top1 4.688 top5 0.781 | Epoch: [80][379/553] Time 2.472 Data 0.001 Err 0.1492 top1 6.250 top5 0.781 | Epoch: [80][380/553] Time 2.436 Data 0.001 Err 0.2734 top1 6.250 top5 2.344 | Epoch: [80][381/553] Time 2.440 Data 0.001 Err 0.3483 top1 7.812 top5 3.125 | Epoch: [80][382/553] Time 2.490 Data 0.001 Err 0.2161 top1 4.688 top5 0.781 | Epoch: [80][383/553] Time 2.443 Data 0.001 Err 0.1658 top1 3.906 top5 0.781 | Epoch: [80][384/553] Time 2.478 Data 0.001 Err 0.3560 top1 10.156 top5 2.344 | Epoch: [80][385/553] Time 2.441 Data 0.001 Err 0.1797 top1 5.469 top5 0.000 | Epoch: [80][386/553] Time 2.439 Data 0.001 Err 0.1860 top1 5.469 top5 1.562 | Epoch: [80][387/553] Time 2.448 Data 0.001 Err 0.2032 top1 5.469 top5 1.562 | Epoch: [80][388/553] Time 2.519 Data 0.001 Err 0.2040 top1 5.469 top5 0.781 | Epoch: [80][389/553] Time 2.450 Data 0.001 Err 0.2171 top1 3.906 top5 1.562 | Epoch: [80][390/553] Time 2.442 Data 0.001 Err 0.1215 top1 1.562 top5 0.781 | Epoch: [80][391/553] Time 2.444 Data 0.001 Err 0.2025 top1 4.688 top5 2.344 | Epoch: [80][392/553] Time 2.475 Data 0.001 Err 0.2516 top1 4.688 top5 1.562 | Epoch: [80][393/553] Time 2.439 Data 0.001 Err 0.2676 top1 7.031 top5 2.344 | Epoch: [80][394/553] Time 2.472 Data 0.000 Err 0.2575 top1 7.031 top5 2.344 | Epoch: [80][395/553] Time 2.442 Data 0.001 Err 0.2315 top1 4.688 top5 3.125 | Epoch: [80][396/553] Time 2.485 Data 0.001 Err 0.1460 top1 3.125 top5 0.000 | Epoch: [80][397/553] Time 2.471 Data 0.000 Err 0.3558 top1 8.594 top5 3.125 | Epoch: [80][398/553] Time 2.482 Data 0.000 Err 0.2505 top1 6.250 top5 2.344 | Epoch: [80][399/553] Time 2.444 Data 0.001 Err 0.3290 top1 7.812 top5 3.125 | Epoch: [80][400/553] Time 2.468 Data 0.001 Err 0.4631 top1 9.375 top5 3.906 | Epoch: [80][401/553] Time 2.463 Data 0.001 Err 0.2564 top1 7.031 top5 1.562 | Epoch: [80][402/553] Time 2.472 Data 0.001 Err 0.2821 top1 7.812 top5 1.562 | Epoch: [80][403/553] Time 2.504 Data 0.001 Err 0.2546 top1 7.031 top5 2.344 | Epoch: [80][404/553] Time 2.467 Data 0.000 Err 0.3393 top1 9.375 top5 3.906 | Epoch: [80][405/553] Time 2.445 Data 0.001 Err 0.2999 top1 7.031 top5 2.344 | Epoch: [80][406/553] Time 2.444 Data 0.001 Err 0.2146 top1 4.688 top5 0.781 | Epoch: [80][407/553] Time 2.498 Data 0.000 Err 0.2515 top1 7.031 top5 1.562 | Epoch: [80][408/553] Time 2.480 Data 0.001 Err 0.1663 top1 5.469 top5 1.562 | Epoch: [80][409/553] Time 2.443 Data 0.001 Err 0.2121 top1 4.688 top5 0.781 | Epoch: [80][410/553] Time 2.431 Data 0.001 Err 0.3251 top1 6.250 top5 1.562 | Epoch: [80][411/553] Time 2.452 Data 0.001 Err 0.2429 top1 7.812 top5 1.562 | Epoch: [80][412/553] Time 2.444 Data 0.001 Err 0.2426 top1 3.125 top5 2.344 | Epoch: [80][413/553] Time 2.435 Data 0.001 Err 0.2148 top1 5.469 top5 1.562 | Epoch: [80][414/553] Time 2.488 Data 0.001 Err 0.2355 top1 5.469 top5 2.344 | Epoch: [80][415/553] Time 2.456 Data 0.001 Err 0.2430 top1 6.250 top5 1.562 | Epoch: [80][416/553] Time 2.441 Data 0.001 Err 0.2070 top1 4.688 top5 2.344 | Epoch: [80][417/553] Time 2.436 Data 0.000 Err 0.1920 top1 4.688 top5 2.344 | Epoch: [80][418/553] Time 2.515 Data 0.001 Err 0.3450 top1 7.812 top5 3.906 | Epoch: [80][419/553] Time 2.482 Data 0.001 Err 0.1879 top1 3.906 top5 1.562 | Epoch: [80][420/553] Time 2.519 Data 0.001 Err 0.3131 top1 6.250 top5 1.562 | Epoch: [80][421/553] Time 2.486 Data 0.001 Err 0.2590 top1 7.031 top5 1.562 | Epoch: [80][422/553] Time 2.446 Data 0.001 Err 0.2215 top1 4.688 top5 1.562 | Epoch: [80][423/553] Time 2.434 Data 0.001 Err 0.3017 top1 6.250 top5 3.125 | Epoch: [80][424/553] Time 2.479 Data 0.001 Err 0.1654 top1 4.688 top5 0.000 | Epoch: [80][425/553] Time 2.438 Data 0.001 Err 0.2073 top1 4.688 top5 2.344 | Epoch: [80][426/553] Time 2.439 Data 0.001 Err 0.1860 top1 3.906 top5 0.781 | Epoch: [80][427/553] Time 2.455 Data 0.001 Err 0.2534 top1 7.031 top5 2.344 | Epoch: [80][428/553] Time 2.476 Data 0.001 Err 0.2286 top1 3.906 top5 1.562 | Epoch: [80][429/553] Time 2.462 Data 0.000 Err 0.3340 top1 8.594 top5 3.125 | Epoch: [80][430/553] Time 2.460 Data 0.001 Err 0.2022 top1 5.469 top5 0.000 | Epoch: [80][431/553] Time 2.464 Data 0.001 Err 0.1863 top1 3.125 top5 1.562 | Epoch: [80][432/553] Time 2.435 Data 0.001 Err 0.3160 top1 7.812 top5 3.125 | Epoch: [80][433/553] Time 2.440 Data 0.001 Err 0.1256 top1 3.906 top5 0.000 | Epoch: [80][434/553] Time 2.483 Data 0.001 Err 0.2073 top1 5.469 top5 3.125 | Epoch: [80][435/553] Time 2.439 Data 0.001 Err 0.2568 top1 7.031 top5 1.562 | Epoch: [80][436/553] Time 2.435 Data 0.001 Err 0.1338 top1 3.906 top5 0.781 | Epoch: [80][437/553] Time 2.431 Data 0.001 Err 0.3500 top1 8.594 top5 3.906 | Epoch: [80][438/553] Time 2.464 Data 0.001 Err 0.2159 top1 4.688 top5 1.562 | Epoch: [80][439/553] Time 2.446 Data 0.000 Err 0.2919 top1 5.469 top5 1.562 | Epoch: [80][440/553] Time 2.457 Data 0.001 Err 0.1873 top1 4.688 top5 1.562 | Epoch: [80][441/553] Time 2.430 Data 0.001 Err 0.1730 top1 4.688 top5 0.781 | Epoch: [80][442/553] Time 2.431 Data 0.000 Err 0.2315 top1 5.469 top5 1.562 | Epoch: [80][443/553] Time 2.455 Data 0.001 Err 0.2012 top1 6.250 top5 0.000 | Epoch: [80][444/553] Time 2.444 Data 0.001 Err 0.1846 top1 6.250 top5 0.781 | Epoch: [80][445/553] Time 2.483 Data 0.001 Err 0.2412 top1 4.688 top5 2.344 | Epoch: [80][446/553] Time 2.526 Data 0.001 Err 0.2849 top1 7.031 top5 3.125 | Epoch: [80][447/553] Time 2.440 Data 0.001 Err 0.2778 top1 8.594 top5 2.344 | Epoch: [80][448/553] Time 2.465 Data 0.001 Err 0.3022 top1 8.594 top5 3.125 | Epoch: [80][449/553] Time 2.442 Data 0.001 Err 0.2629 top1 7.031 top5 2.344 | Epoch: [80][450/553] Time 2.450 Data 0.001 Err 0.2158 top1 5.469 top5 2.344 | Epoch: [80][451/553] Time 2.457 Data 0.000 Err 0.1726 top1 3.906 top5 1.562 | Epoch: [80][452/553] Time 2.472 Data 0.001 Err 0.3416 top1 9.375 top5 3.906 | Epoch: [80][453/553] Time 2.441 Data 0.001 Err 0.1271 top1 4.688 top5 0.000 | Epoch: [80][454/553] Time 2.514 Data 0.001 Err 0.2375 top1 6.250 top5 1.562 | Epoch: [80][455/553] Time 2.490 Data 0.001 Err 0.3006 top1 8.594 top5 2.344 | Epoch: [80][456/553] Time 2.464 Data 0.001 Err 0.3296 top1 6.250 top5 3.906 | Epoch: [80][457/553] Time 2.441 Data 0.001 Err 0.2756 top1 7.812 top5 3.125 | Epoch: [80][458/553] Time 2.442 Data 0.001 Err 0.1398 top1 5.469 top5 0.781 | Epoch: [80][459/553] Time 2.444 Data 0.001 Err 0.1698 top1 4.688 top5 1.562 | Epoch: [80][460/553] Time 2.445 Data 0.001 Err 0.2695 top1 4.688 top5 1.562 | Epoch: [80][461/553] Time 2.440 Data 0.001 Err 0.2478 top1 6.250 top5 1.562 | Epoch: [80][462/553] Time 2.474 Data 0.001 Err 0.2297 top1 7.031 top5 1.562 | Epoch: [80][463/553] Time 2.487 Data 0.001 Err 0.2624 top1 7.031 top5 1.562 | Epoch: [80][464/553] Time 2.477 Data 0.001 Err 0.1657 top1 4.688 top5 0.781 | Epoch: [80][465/553] Time 2.462 Data 0.001 Err 0.1851 top1 5.469 top5 1.562 | Epoch: [80][466/553] Time 2.445 Data 0.001 Err 0.1946 top1 6.250 top5 0.781 | Epoch: [80][467/553] Time 2.482 Data 0.001 Err 0.4396 top1 8.594 top5 3.906 | Epoch: [80][468/553] Time 2.439 Data 0.001 Err 0.2922 top1 5.469 top5 3.125 | Epoch: [80][469/553] Time 2.442 Data 0.001 Err 0.2598 top1 6.250 top5 3.125 | Epoch: [80][470/553] Time 2.443 Data 0.000 Err 0.3864 top1 11.719 top5 4.688 | Epoch: [80][471/553] Time 2.436 Data 0.001 Err 0.2682 top1 7.812 top5 1.562 | Epoch: [80][472/553] Time 2.447 Data 0.000 Err 0.2363 top1 7.031 top5 2.344 | Epoch: [80][473/553] Time 2.450 Data 0.001 Err 0.3620 top1 10.156 top5 3.906 | Epoch: [80][474/553] Time 2.512 Data 0.001 Err 0.3325 top1 7.031 top5 3.906 | Epoch: [80][475/553] Time 2.439 Data 0.001 Err 0.2204 top1 6.250 top5 0.781 | Epoch: [80][476/553] Time 2.475 Data 0.001 Err 0.2864 top1 9.375 top5 0.781 | Epoch: [80][477/553] Time 2.451 Data 0.001 Err 0.1445 top1 3.906 top5 0.781 | Epoch: [80][478/553] Time 2.472 Data 0.001 Err 0.1696 top1 5.469 top5 0.000 | Epoch: [80][479/553] Time 2.444 Data 0.001 Err 0.2933 top1 6.250 top5 3.125 | Epoch: [80][480/553] Time 2.509 Data 0.001 Err 0.1786 top1 4.688 top5 1.562 | Epoch: [80][481/553] Time 2.452 Data 0.001 Err 0.2050 top1 3.125 top5 0.781 | Epoch: [80][482/553] Time 2.473 Data 0.001 Err 0.2689 top1 7.812 top5 1.562 | Epoch: [80][483/553] Time 2.479 Data 0.001 Err 0.2511 top1 6.250 top5 3.125 | Epoch: [80][484/553] Time 2.467 Data 0.001 Err 0.3218 top1 7.812 top5 2.344 | Epoch: [80][485/553] Time 2.458 Data 0.001 Err 0.2447 top1 5.469 top5 1.562 | Epoch: [80][486/553] Time 2.444 Data 0.001 Err 0.2642 top1 7.812 top5 1.562 | Epoch: [80][487/553] Time 2.439 Data 0.001 Err 0.1716 top1 5.469 top5 1.562 | Epoch: [80][488/553] Time 2.465 Data 0.001 Err 0.2424 top1 5.469 top5 2.344 | Epoch: [80][489/553] Time 2.463 Data 0.001 Err 0.2253 top1 5.469 top5 2.344 | Epoch: [80][490/553] Time 2.447 Data 0.001 Err 0.1858 top1 6.250 top5 0.781 | Epoch: [80][491/553] Time 2.469 Data 0.001 Err 0.2589 top1 7.812 top5 0.781 | Epoch: [80][492/553] Time 2.477 Data 0.001 Err 0.2917 top1 7.031 top5 3.125 | Epoch: [80][493/553] Time 2.449 Data 0.001 Err 0.1888 top1 4.688 top5 0.781 | Epoch: [80][494/553] Time 2.504 Data 0.001 Err 0.1526 top1 4.688 top5 0.781 | Epoch: [80][495/553] Time 2.459 Data 0.001 Err 0.2830 top1 8.594 top5 2.344 | Epoch: [80][496/553] Time 2.488 Data 0.001 Err 0.2917 top1 6.250 top5 2.344 | Epoch: [80][497/553] Time 2.466 Data 0.008 Err 0.2905 top1 8.594 top5 1.562 | Epoch: [80][498/553] Time 2.454 Data 0.001 Err 0.2233 top1 4.688 top5 1.562 | Epoch: [80][499/553] Time 2.452 Data 0.001 Err 0.1651 top1 4.688 top5 0.000 | Epoch: [80][500/553] Time 2.488 Data 0.001 Err 0.2403 top1 7.031 top5 1.562 | Epoch: [80][501/553] Time 2.448 Data 0.001 Err 0.2087 top1 3.906 top5 1.562 | Epoch: [80][502/553] Time 2.451 Data 0.001 Err 0.3401 top1 8.594 top5 3.125 | Epoch: [80][503/553] Time 2.436 Data 0.001 Err 0.2134 top1 6.250 top5 0.000 | Epoch: [80][504/553] Time 2.473 Data 0.001 Err 0.2006 top1 3.906 top5 0.781 | Epoch: [80][505/553] Time 2.441 Data 0.001 Err 0.2489 top1 3.906 top5 3.125 | Epoch: [80][506/553] Time 2.444 Data 0.001 Err 0.2161 top1 4.688 top5 1.562 | Epoch: [80][507/553] Time 2.489 Data 0.001 Err 0.2341 top1 6.250 top5 0.000 | Epoch: [80][508/553] Time 2.472 Data 0.001 Err 0.1866 top1 5.469 top5 0.000 | Epoch: [80][509/553] Time 2.453 Data 0.001 Err 0.2384 top1 7.031 top5 0.781 | Epoch: [80][510/553] Time 2.510 Data 0.001 Err 0.1751 top1 4.688 top5 1.562 | Epoch: [80][511/553] Time 2.463 Data 0.001 Err 0.1529 top1 3.906 top5 0.781 | Epoch: [80][512/553] Time 2.466 Data 0.000 Err 0.2696 top1 7.031 top5 2.344 | Epoch: [80][513/553] Time 2.446 Data 0.001 Err 0.3700 top1 12.500 top5 3.906 | Epoch: [80][514/553] Time 2.466 Data 0.001 Err 0.1600 top1 3.125 top5 1.562 | Epoch: [80][515/553] Time 2.499 Data 0.001 Err 0.2672 top1 6.250 top5 2.344 | Epoch: [80][516/553] Time 2.504 Data 0.001 Err 0.2324 top1 4.688 top5 2.344 | Epoch: [80][517/553] Time 2.480 Data 0.001 Err 0.2928 top1 9.375 top5 1.562 | Epoch: [80][518/553] Time 2.435 Data 0.001 Err 0.2459 top1 6.250 top5 1.562 | Epoch: [80][519/553] Time 2.496 Data 0.000 Err 0.3159 top1 10.156 top5 0.781 | Epoch: [80][520/553] Time 2.479 Data 0.001 Err 0.3320 top1 7.031 top5 3.125 | Epoch: [80][521/553] Time 2.445 Data 0.001 Err 0.2253 top1 5.469 top5 2.344 | Epoch: [80][522/553] Time 2.441 Data 0.001 Err 0.3858 top1 10.156 top5 3.125 | Epoch: [80][523/553] Time 2.454 Data 0.001 Err 0.2180 top1 3.906 top5 1.562 | Epoch: [80][524/553] Time 2.447 Data 0.001 Err 0.1599 top1 5.469 top5 0.781 | Epoch: [80][525/553] Time 2.435 Data 0.001 Err 0.2254 top1 6.250 top5 1.562 | Epoch: [80][526/553] Time 2.437 Data 0.001 Err 0.3175 top1 7.031 top5 1.562 | Epoch: [80][527/553] Time 2.467 Data 0.001 Err 0.4761 top1 10.156 top5 3.906 | Epoch: [80][528/553] Time 2.446 Data 0.001 Err 0.2509 top1 7.812 top5 2.344 | Epoch: [80][529/553] Time 2.436 Data 0.001 Err 0.1713 top1 3.125 top5 0.781 | Epoch: [80][530/553] Time 2.443 Data 0.001 Err 0.1363 top1 3.125 top5 0.000 | Epoch: [80][531/553] Time 2.443 Data 0.001 Err 0.2952 top1 7.812 top5 3.125 | Epoch: [80][532/553] Time 2.440 Data 0.001 Err 0.1166 top1 3.906 top5 0.000 | Epoch: [80][533/553] Time 2.452 Data 0.001 Err 0.3357 top1 8.594 top5 1.562 | Epoch: [80][534/553] Time 2.469 Data 0.001 Err 0.2930 top1 7.031 top5 3.906 | Epoch: [80][535/553] Time 2.441 Data 0.001 Err 0.1688 top1 4.688 top5 0.781 | Epoch: [80][536/553] Time 2.442 Data 0.001 Err 0.2741 top1 7.031 top5 3.125 | Epoch: [80][537/553] Time 2.451 Data 0.001 Err 0.2807 top1 5.469 top5 2.344 | Epoch: [80][538/553] Time 2.482 Data 0.000 Err 0.2555 top1 6.250 top5 1.562 | Epoch: [80][539/553] Time 2.439 Data 0.001 Err 0.2626 top1 6.250 top5 3.125 | Epoch: [80][540/553] Time 2.479 Data 0.001 Err 0.3540 top1 9.375 top5 2.344 | Epoch: [80][541/553] Time 2.443 Data 0.001 Err 0.2318 top1 5.469 top5 0.781 | Epoch: [80][542/553] Time 2.470 Data 0.001 Err 0.1345 top1 2.344 top5 0.000 | Epoch: [80][543/553] Time 2.453 Data 0.000 Err 0.2682 top1 7.031 top5 1.562 | Epoch: [80][544/553] Time 2.480 Data 0.000 Err 0.3777 top1 7.812 top5 3.906 | Epoch: [80][545/553] Time 2.438 Data 0.000 Err 0.1663 top1 4.688 top5 1.562 | Epoch: [80][546/553] Time 2.436 Data 0.000 Err 0.2895 top1 10.156 top5 1.562 | Epoch: [80][547/553] Time 2.445 Data 0.000 Err 0.2522 top1 6.250 top5 1.562 | Epoch: [80][548/553] Time 2.441 Data 0.000 Err 0.2865 top1 7.812 top5 3.125 | Epoch: [80][549/553] Time 2.444 Data 0.000 Err 0.1809 top1 3.906 top5 1.562 | Epoch: [80][550/553] Time 2.436 Data 0.000 Err 0.2028 top1 7.812 top5 0.781 | Epoch: [80][551/553] Time 2.439 Data 0.000 Err 0.2894 top1 8.594 top5 1.562 | Epoch: [80][552/553] Time 2.438 Data 0.000 Err 0.2855 top1 8.594 top5 1.562 | Epoch: [80][553/553] Time 1.028 Data 0.000 Err 0.2853 top1 4.545 top5 2.273 | Test: [80][1/198] Time 2.263 Data 1.542 top1 11.719 ( 11.719) top5 0.781 ( 0.781) | Test: [80][2/198] Time 0.726 Data 0.001 top1 13.281 ( 12.500) top5 3.906 ( 2.344) | Test: [80][3/198] Time 0.719 Data 0.000 top1 8.594 ( 11.198) top5 2.344 ( 2.344) | Test: [80][4/198] Time 0.719 Data 0.001 top1 12.500 ( 11.523) top5 2.344 ( 2.344) | Test: [80][5/198] Time 0.722 Data 0.000 top1 7.812 ( 10.781) top5 0.000 ( 1.875) | Test: [80][6/198] Time 0.714 Data 0.001 top1 9.375 ( 10.547) top5 1.562 ( 1.823) | Test: [80][7/198] Time 0.723 Data 0.001 top1 10.938 ( 10.603) top5 0.781 ( 1.674) | Test: [80][8/198] Time 0.714 Data 0.001 top1 11.719 ( 10.742) top5 3.125 ( 1.855) | Test: [80][9/198] Time 0.713 Data 0.001 top1 12.500 ( 10.938) top5 1.562 ( 1.823) | Test: [80][10/198] Time 0.713 Data 0.001 top1 11.719 ( 11.016) top5 0.000 ( 1.641) | Test: [80][11/198] Time 0.720 Data 0.001 top1 7.812 ( 10.724) top5 1.562 ( 1.634) | Test: [80][12/198] Time 0.723 Data 0.001 top1 7.812 ( 10.482) top5 0.781 ( 1.562) | Test: [80][13/198] Time 0.717 Data 0.001 top1 12.500 ( 10.637) top5 2.344 ( 1.623) | Test: [80][14/198] Time 0.724 Data 0.001 top1 11.719 ( 10.714) top5 1.562 ( 1.618) | Test: [80][15/198] Time 0.721 Data 0.001 top1 14.062 ( 10.938) top5 3.125 ( 1.719) | Test: [80][16/198] Time 0.719 Data 0.001 top1 16.406 ( 11.279) top5 3.906 ( 1.855) | Test: [80][17/198] Time 0.717 Data 0.001 top1 17.188 ( 11.627) top5 3.906 ( 1.976) | Test: [80][18/198] Time 0.720 Data 0.001 top1 6.250 ( 11.328) top5 1.562 ( 1.953) | Test: [80][19/198] Time 0.724 Data 0.001 top1 9.375 ( 11.225) top5 2.344 ( 1.974) | Test: [80][20/198] Time 0.730 Data 0.001 top1 12.500 ( 11.289) top5 3.906 ( 2.070) | Test: [80][21/198] Time 0.725 Data 0.001 top1 8.594 ( 11.161) top5 0.781 ( 2.009) | Test: [80][22/198] Time 0.720 Data 0.001 top1 12.500 ( 11.222) top5 0.781 ( 1.953) | Test: [80][23/198] Time 0.720 Data 0.001 top1 12.500 ( 11.277) top5 3.125 ( 2.004) | Test: [80][24/198] Time 0.726 Data 0.001 top1 10.938 ( 11.263) top5 1.562 ( 1.986) | Test: [80][25/198] Time 0.719 Data 0.001 top1 12.500 ( 11.312) top5 2.344 ( 2.000) | Test: [80][26/198] Time 0.718 Data 0.001 top1 16.406 ( 11.508) top5 4.688 ( 2.103) | Test: [80][27/198] Time 0.734 Data 0.001 top1 14.062 ( 11.603) top5 3.125 ( 2.141) | Test: [80][28/198] Time 0.722 Data 0.001 top1 9.375 ( 11.523) top5 0.781 ( 2.093) | Test: [80][29/198] Time 0.720 Data 0.001 top1 16.406 ( 11.692) top5 4.688 ( 2.182) | Test: [80][30/198] Time 0.717 Data 0.001 top1 10.156 ( 11.641) top5 0.781 ( 2.135) | Test: [80][31/198] Time 0.725 Data 0.001 top1 10.938 ( 11.618) top5 1.562 ( 2.117) | Test: [80][32/198] Time 0.728 Data 0.001 top1 15.625 ( 11.743) top5 1.562 ( 2.100) | Test: [80][33/198] Time 0.728 Data 0.001 top1 12.500 ( 11.766) top5 3.906 ( 2.154) | Test: [80][34/198] Time 0.722 Data 0.001 top1 10.156 ( 11.719) top5 1.562 ( 2.137) | Test: [80][35/198] Time 0.728 Data 0.001 top1 14.844 ( 11.808) top5 4.688 ( 2.210) | Test: [80][36/198] Time 0.720 Data 0.000 top1 15.625 ( 11.914) top5 4.688 ( 2.279) | Test: [80][37/198] Time 0.715 Data 0.001 top1 16.406 ( 12.035) top5 0.000 ( 2.217) | Test: [80][38/198] Time 0.723 Data 0.001 top1 15.625 ( 12.130) top5 3.906 ( 2.262) | Test: [80][39/198] Time 0.724 Data 0.001 top1 10.938 ( 12.099) top5 3.125 ( 2.284) | Test: [80][40/198] Time 0.722 Data 0.001 top1 10.156 ( 12.051) top5 3.906 ( 2.324) | Test: [80][41/198] Time 0.732 Data 0.001 top1 12.500 ( 12.062) top5 3.125 ( 2.344) | Test: [80][42/198] Time 0.725 Data 0.001 top1 12.500 ( 12.072) top5 1.562 ( 2.325) | Test: [80][43/198] Time 0.747 Data 0.001 top1 5.469 ( 11.919) top5 2.344 ( 2.326) | Test: [80][44/198] Time 0.731 Data 0.001 top1 14.844 ( 11.985) top5 3.906 ( 2.362) | Test: [80][45/198] Time 0.731 Data 0.001 top1 13.281 ( 12.014) top5 4.688 ( 2.413) | Test: [80][46/198] Time 0.725 Data 0.001 top1 15.625 ( 12.092) top5 2.344 ( 2.412) | Test: [80][47/198] Time 0.734 Data 0.001 top1 13.281 ( 12.118) top5 2.344 ( 2.410) | Test: [80][48/198] Time 0.723 Data 0.001 top1 10.938 ( 12.093) top5 1.562 ( 2.393) | Test: [80][49/198] Time 0.724 Data 0.001 top1 10.938 ( 12.070) top5 1.562 ( 2.376) | Test: [80][50/198] Time 0.724 Data 0.001 top1 10.156 ( 12.031) top5 2.344 ( 2.375) | Test: [80][51/198] Time 0.732 Data 0.001 top1 9.375 ( 11.979) top5 3.125 ( 2.390) | Test: [80][52/198] Time 0.735 Data 0.001 top1 15.625 ( 12.049) top5 2.344 ( 2.389) | Test: [80][53/198] Time 0.716 Data 0.001 top1 13.281 ( 12.073) top5 3.906 ( 2.417) | Test: [80][54/198] Time 0.730 Data 0.001 top1 10.156 ( 12.037) top5 0.781 ( 2.387) | Test: [80][55/198] Time 0.716 Data 0.001 top1 10.156 ( 12.003) top5 2.344 ( 2.386) | Test: [80][56/198] Time 0.720 Data 0.001 top1 17.188 ( 12.095) top5 0.781 ( 2.358) | Test: [80][57/198] Time 0.717 Data 0.001 top1 12.500 ( 12.103) top5 3.125 ( 2.371) | Test: [80][58/198] Time 0.716 Data 0.000 top1 12.500 ( 12.109) top5 3.125 ( 2.384) | Test: [80][59/198] Time 0.721 Data 0.000 top1 8.594 ( 12.050) top5 0.781 ( 2.357) | Test: [80][60/198] Time 0.717 Data 0.001 top1 14.844 ( 12.096) top5 2.344 ( 2.357) | Test: [80][61/198] Time 0.726 Data 0.001 top1 14.062 ( 12.129) top5 2.344 ( 2.357) | Test: [80][62/198] Time 0.717 Data 0.001 top1 13.281 ( 12.147) top5 1.562 ( 2.344) | Test: [80][63/198] Time 0.721 Data 0.001 top1 10.156 ( 12.116) top5 1.562 ( 2.331) | Test: [80][64/198] Time 0.736 Data 0.001 top1 11.719 ( 12.109) top5 2.344 ( 2.332) | Test: [80][65/198] Time 0.725 Data 0.001 top1 12.500 ( 12.115) top5 0.781 ( 2.308) | Test: [80][66/198] Time 0.716 Data 0.001 top1 10.938 ( 12.098) top5 4.688 ( 2.344) | Test: [80][67/198] Time 0.720 Data 0.001 top1 10.156 ( 12.069) top5 4.688 ( 2.379) | Test: [80][68/198] Time 0.725 Data 0.001 top1 10.938 ( 12.052) top5 3.906 ( 2.401) | Test: [80][69/198] Time 0.720 Data 0.001 top1 11.719 ( 12.047) top5 3.125 ( 2.412) | Test: [80][70/198] Time 0.715 Data 0.001 top1 14.062 ( 12.076) top5 1.562 ( 2.400) | Test: [80][71/198] Time 0.717 Data 0.001 top1 14.844 ( 12.115) top5 2.344 ( 2.399) | Test: [80][72/198] Time 0.719 Data 0.001 top1 11.719 ( 12.109) top5 2.344 ( 2.398) | Test: [80][73/198] Time 0.806 Data 0.001 top1 13.281 ( 12.125) top5 1.562 ( 2.387) | Test: [80][74/198] Time 0.726 Data 0.001 top1 8.594 ( 12.078) top5 4.688 ( 2.418) | Test: [80][75/198] Time 0.749 Data 0.002 top1 6.250 ( 12.000) top5 3.125 ( 2.427) | Test: [80][76/198] Time 0.733 Data 0.001 top1 17.188 ( 12.068) top5 3.906 ( 2.447) | Test: [80][77/198] Time 0.730 Data 0.001 top1 10.156 ( 12.043) top5 2.344 ( 2.445) | Test: [80][78/198] Time 0.756 Data 0.001 top1 11.719 ( 12.039) top5 1.562 ( 2.434) | Test: [80][79/198] Time 0.792 Data 0.001 top1 9.375 ( 12.006) top5 0.000 ( 2.403) | Test: [80][80/198] Time 0.717 Data 0.001 top1 7.812 ( 11.953) top5 3.125 ( 2.412) | Test: [80][81/198] Time 0.734 Data 0.001 top1 9.375 ( 11.921) top5 0.781 ( 2.392) | Test: [80][82/198] Time 0.719 Data 0.001 top1 10.156 ( 11.900) top5 5.469 ( 2.429) | Test: [80][83/198] Time 0.735 Data 0.001 top1 9.375 ( 11.869) top5 1.562 ( 2.419) | Test: [80][84/198] Time 0.723 Data 0.001 top1 10.156 ( 11.849) top5 2.344 ( 2.418) | Test: [80][85/198] Time 0.733 Data 0.000 top1 16.406 ( 11.903) top5 2.344 ( 2.417) | Test: [80][86/198] Time 0.726 Data 0.001 top1 19.531 ( 11.991) top5 5.469 ( 2.453) | Test: [80][87/198] Time 0.718 Data 0.001 top1 10.156 ( 11.970) top5 2.344 ( 2.452) | Test: [80][88/198] Time 0.722 Data 0.001 top1 14.062 ( 11.994) top5 2.344 ( 2.450) | Test: [80][89/198] Time 0.722 Data 0.001 top1 10.156 ( 11.973) top5 0.781 ( 2.432) | Test: [80][90/198] Time 0.716 Data 0.001 top1 16.406 ( 12.023) top5 3.906 ( 2.448) | Test: [80][91/198] Time 0.718 Data 0.001 top1 14.062 ( 12.045) top5 3.125 ( 2.455) | Test: [80][92/198] Time 0.721 Data 0.001 top1 11.719 ( 12.041) top5 1.562 ( 2.446) | Test: [80][93/198] Time 0.719 Data 0.001 top1 13.281 ( 12.055) top5 0.781 ( 2.428) | Test: [80][94/198] Time 0.752 Data 0.001 top1 12.500 ( 12.060) top5 1.562 ( 2.419) | Test: [80][95/198] Time 0.790 Data 0.001 top1 12.500 ( 12.064) top5 2.344 ( 2.418) | Test: [80][96/198] Time 0.797 Data 0.000 top1 15.625 ( 12.101) top5 3.906 ( 2.433) | Test: [80][97/198] Time 0.728 Data 0.002 top1 8.594 ( 12.065) top5 2.344 ( 2.432) | Test: [80][98/198] Time 0.730 Data 0.001 top1 16.406 ( 12.109) top5 3.906 ( 2.447) | Test: [80][99/198] Time 0.720 Data 0.001 top1 14.844 ( 12.137) top5 0.781 ( 2.431) | Test: [80][100/198] Time 0.723 Data 0.001 top1 13.281 ( 12.148) top5 1.562 ( 2.422) | Test: [80][101/198] Time 0.716 Data 0.001 top1 16.406 ( 12.191) top5 3.125 ( 2.429) | Test: [80][102/198] Time 0.816 Data 0.001 top1 12.500 ( 12.194) top5 1.562 ( 2.420) | Test: [80][103/198] Time 0.838 Data 0.001 top1 8.594 ( 12.159) top5 1.562 ( 2.412) | Test: [80][104/198] Time 0.732 Data 0.001 top1 12.500 ( 12.162) top5 2.344 ( 2.411) | Test: [80][105/198] Time 0.726 Data 0.001 top1 14.844 ( 12.188) top5 4.688 ( 2.433) | Test: [80][106/198] Time 0.780 Data 0.001 top1 9.375 ( 12.161) top5 3.125 ( 2.440) | Test: [80][107/198] Time 0.749 Data 0.001 top1 13.281 ( 12.171) top5 3.125 ( 2.446) | Test: [80][108/198] Time 0.730 Data 0.001 top1 14.062 ( 12.189) top5 2.344 ( 2.445) | Test: [80][109/198] Time 0.727 Data 0.003 top1 17.969 ( 12.242) top5 2.344 ( 2.444) | Test: [80][110/198] Time 0.722 Data 0.002 top1 14.062 ( 12.259) top5 6.250 ( 2.479) | Test: [80][111/198] Time 0.717 Data 0.001 top1 10.938 ( 12.247) top5 2.344 ( 2.477) | Test: [80][112/198] Time 0.721 Data 0.001 top1 6.250 ( 12.193) top5 0.781 ( 2.462) | Test: [80][113/198] Time 0.718 Data 0.001 top1 16.406 ( 12.230) top5 3.125 ( 2.468) | Test: [80][114/198] Time 0.733 Data 0.001 top1 14.062 ( 12.246) top5 3.906 ( 2.481) | Test: [80][115/198] Time 0.729 Data 0.001 top1 14.844 ( 12.269) top5 1.562 ( 2.473) | Test: [80][116/198] Time 0.730 Data 0.001 top1 14.844 ( 12.291) top5 5.469 ( 2.499) | Test: [80][117/198] Time 0.722 Data 0.001 top1 10.938 ( 12.280) top5 2.344 ( 2.497) | Test: [80][118/198] Time 0.728 Data 0.004 top1 14.062 ( 12.295) top5 3.125 ( 2.503) | Test: [80][119/198] Time 0.715 Data 0.001 top1 15.625 ( 12.323) top5 1.562 ( 2.495) | Test: [80][120/198] Time 0.722 Data 0.001 top1 13.281 ( 12.331) top5 2.344 ( 2.493) | Test: [80][121/198] Time 0.759 Data 0.001 top1 14.062 ( 12.345) top5 2.344 ( 2.492) | Test: [80][122/198] Time 0.725 Data 0.001 top1 13.281 ( 12.353) top5 1.562 ( 2.485) | Test: [80][123/198] Time 0.723 Data 0.002 top1 11.719 ( 12.348) top5 3.906 ( 2.496) | Test: [80][124/198] Time 0.764 Data 0.001 top1 10.156 ( 12.330) top5 2.344 ( 2.495) | Test: [80][125/198] Time 0.772 Data 0.001 top1 11.719 ( 12.325) top5 1.562 ( 2.487) | Test: [80][126/198] Time 0.773 Data 0.001 top1 10.156 ( 12.308) top5 2.344 ( 2.486) | Test: [80][127/198] Time 0.746 Data 0.001 top1 12.500 ( 12.309) top5 3.906 ( 2.498) | Test: [80][128/198] Time 0.727 Data 0.001 top1 12.500 ( 12.311) top5 1.562 ( 2.490) | Test: [80][129/198] Time 0.722 Data 0.004 top1 10.938 ( 12.300) top5 1.562 ( 2.483) | Test: [80][130/198] Time 0.725 Data 0.002 top1 8.594 ( 12.272) top5 1.562 ( 2.476) | Test: [80][131/198] Time 0.805 Data 0.001 top1 12.500 ( 12.273) top5 3.906 ( 2.487) | Test: [80][132/198] Time 0.735 Data 0.002 top1 11.719 ( 12.269) top5 3.125 ( 2.492) | Test: [80][133/198] Time 0.729 Data 0.001 top1 10.938 ( 12.259) top5 3.125 ( 2.496) | Test: [80][134/198] Time 0.729 Data 0.001 top1 15.625 ( 12.284) top5 0.781 ( 2.484) | Test: [80][135/198] Time 0.728 Data 0.001 top1 15.625 ( 12.309) top5 4.688 ( 2.500) | Test: [80][136/198] Time 0.767 Data 0.001 top1 14.844 ( 12.328) top5 3.906 ( 2.510) | Test: [80][137/198] Time 0.754 Data 0.001 top1 12.500 ( 12.329) top5 0.781 ( 2.498) | Test: [80][138/198] Time 0.724 Data 0.005 top1 12.500 ( 12.330) top5 0.000 ( 2.480) | Test: [80][139/198] Time 0.733 Data 0.001 top1 8.594 ( 12.303) top5 1.562 ( 2.473) | Test: [80][140/198] Time 0.716 Data 0.004 top1 15.625 ( 12.327) top5 3.125 ( 2.478) | Test: [80][141/198] Time 0.724 Data 0.001 top1 10.156 ( 12.312) top5 0.000 ( 2.460) | Test: [80][142/198] Time 0.717 Data 0.001 top1 12.500 ( 12.313) top5 2.344 ( 2.459) | Test: [80][143/198] Time 0.725 Data 0.001 top1 13.281 ( 12.320) top5 3.906 ( 2.469) | Test: [80][144/198] Time 0.722 Data 0.001 top1 13.281 ( 12.326) top5 5.469 ( 2.490) | Test: [80][145/198] Time 0.722 Data 0.000 top1 13.281 ( 12.333) top5 3.906 ( 2.500) | Test: [80][146/198] Time 0.726 Data 0.001 top1 5.469 ( 12.286) top5 3.125 ( 2.504) | Test: [80][147/198] Time 0.720 Data 0.001 top1 8.594 ( 12.261) top5 1.562 ( 2.498) | Test: [80][148/198] Time 0.724 Data 0.001 top1 8.594 ( 12.236) top5 2.344 ( 2.497) | Test: [80][149/198] Time 0.719 Data 0.001 top1 13.281 ( 12.243) top5 3.906 ( 2.506) | Test: [80][150/198] Time 0.718 Data 0.001 top1 12.500 ( 12.245) top5 0.781 ( 2.495) | Test: [80][151/198] Time 0.721 Data 0.000 top1 13.281 ( 12.252) top5 4.688 ( 2.509) | Test: [80][152/198] Time 0.715 Data 0.001 top1 8.594 ( 12.228) top5 1.562 ( 2.503) | Test: [80][153/198] Time 0.722 Data 0.001 top1 17.188 ( 12.260) top5 4.688 ( 2.517) | Test: [80][154/198] Time 0.749 Data 0.001 top1 14.844 ( 12.277) top5 3.125 ( 2.521) | Test: [80][155/198] Time 0.782 Data 0.001 top1 16.406 ( 12.303) top5 3.906 ( 2.530) | Test: [80][156/198] Time 0.762 Data 0.001 top1 10.156 ( 12.290) top5 2.344 ( 2.529) | Test: [80][157/198] Time 0.728 Data 0.001 top1 17.188 ( 12.321) top5 2.344 ( 2.528) | Test: [80][158/198] Time 0.808 Data 0.001 top1 8.594 ( 12.297) top5 2.344 ( 2.527) | Test: [80][159/198] Time 0.749 Data 0.001 top1 12.500 ( 12.299) top5 2.344 ( 2.526) | Test: [80][160/198] Time 0.719 Data 0.001 top1 14.844 ( 12.314) top5 0.781 ( 2.515) | Test: [80][161/198] Time 0.726 Data 0.001 top1 11.719 ( 12.311) top5 2.344 ( 2.514) | Test: [80][162/198] Time 0.725 Data 0.002 top1 10.938 ( 12.302) top5 2.344 ( 2.513) | Test: [80][163/198] Time 0.717 Data 0.001 top1 11.719 ( 12.299) top5 2.344 ( 2.512) | Test: [80][164/198] Time 0.744 Data 0.001 top1 8.594 ( 12.276) top5 4.688 ( 2.525) | Test: [80][165/198] Time 0.772 Data 0.001 top1 11.719 ( 12.273) top5 3.125 ( 2.528) | Test: [80][166/198] Time 0.766 Data 0.001 top1 14.062 ( 12.284) top5 1.562 ( 2.523) | Test: [80][167/198] Time 0.737 Data 0.001 top1 10.156 ( 12.271) top5 2.344 ( 2.522) | Test: [80][168/198] Time 0.741 Data 0.004 top1 12.500 ( 12.272) top5 2.344 ( 2.520) | Test: [80][169/198] Time 0.729 Data 0.000 top1 11.719 ( 12.269) top5 3.906 ( 2.529) | Test: [80][170/198] Time 0.727 Data 0.000 top1 15.625 ( 12.289) top5 3.125 ( 2.532) | Test: [80][171/198] Time 0.730 Data 0.001 top1 13.281 ( 12.294) top5 3.125 ( 2.536) | Test: [80][172/198] Time 0.731 Data 0.000 top1 17.969 ( 12.327) top5 2.344 ( 2.535) | Test: [80][173/198] Time 0.717 Data 0.000 top1 14.062 ( 12.337) top5 0.781 ( 2.524) | Test: [80][174/198] Time 0.722 Data 0.001 top1 14.844 ( 12.352) top5 3.125 ( 2.528) | Test: [80][175/198] Time 0.720 Data 0.001 top1 12.500 ( 12.353) top5 0.781 ( 2.518) | Test: [80][176/198] Time 0.723 Data 0.001 top1 17.188 ( 12.380) top5 0.781 ( 2.508) | Test: [80][177/198] Time 0.717 Data 0.001 top1 7.812 ( 12.354) top5 1.562 ( 2.503) | Test: [80][178/198] Time 0.718 Data 0.001 top1 17.188 ( 12.381) top5 4.688 ( 2.515) | Test: [80][179/198] Time 0.727 Data 0.001 top1 14.062 ( 12.391) top5 3.125 ( 2.518) | Test: [80][180/198] Time 0.732 Data 0.001 top1 11.719 ( 12.387) top5 0.781 ( 2.509) | Test: [80][181/198] Time 0.732 Data 0.001 top1 13.281 ( 12.392) top5 3.906 ( 2.516) | Test: [80][182/198] Time 0.755 Data 0.001 top1 12.500 ( 12.393) top5 2.344 ( 2.515) | Test: [80][183/198] Time 0.716 Data 0.000 top1 8.594 ( 12.372) top5 0.781 ( 2.506) | Test: [80][184/198] Time 0.723 Data 0.001 top1 15.625 ( 12.390) top5 3.906 ( 2.514) | Test: [80][185/198] Time 0.720 Data 0.001 top1 10.156 ( 12.378) top5 2.344 ( 2.513) | Test: [80][186/198] Time 0.724 Data 0.001 top1 7.031 ( 12.349) top5 2.344 ( 2.512) | Test: [80][187/198] Time 0.725 Data 0.001 top1 10.156 ( 12.337) top5 0.781 ( 2.503) | Test: [80][188/198] Time 0.716 Data 0.000 top1 18.750 ( 12.371) top5 3.906 ( 2.510) | Test: [80][189/198] Time 0.735 Data 0.000 top1 9.375 ( 12.355) top5 2.344 ( 2.509) | Test: [80][190/198] Time 0.722 Data 0.000 top1 10.156 ( 12.344) top5 0.781 ( 2.500) | Test: [80][191/198] Time 0.736 Data 0.000 top1 15.625 ( 12.361) top5 2.344 ( 2.499) | Test: [80][192/198] Time 0.731 Data 0.000 top1 10.938 ( 12.354) top5 3.125 ( 2.502) | Test: [80][193/198] Time 0.730 Data 0.000 top1 9.375 ( 12.338) top5 4.688 ( 2.514) | Test: [80][194/198] Time 0.775 Data 0.000 top1 10.156 ( 12.327) top5 1.562 ( 2.509) | Test: [80][195/198] Time 0.724 Data 0.000 top1 12.500 ( 12.328) top5 1.562 ( 2.504) | Test: [80][196/198] Time 0.717 Data 0.000 top1 13.281 ( 12.333) top5 1.562 ( 2.499) | Test: [80][197/198] Time 0.258 Data 0.000 top1 11.765 ( 12.330) top5 5.882 ( 2.516) | Test: [80][198/198] Time 0.712 Data 0.000 top1 12.500 ( 12.331) top5 2.344 ( 2.516) * Finished epoch # 80 top1: 12.331 top5: 2.516 Epoch 81 => Training epoch # 81 | Epoch: [81][1/553] Time 4.969 Data 2.466 Err 0.3214 top1 7.812 top5 2.344 | Epoch: [81][2/553] Time 2.446 Data 0.001 Err 0.2485 top1 7.031 top5 0.781 | Epoch: [81][3/553] Time 2.473 Data 0.001 Err 0.2479 top1 6.250 top5 1.562 | Epoch: [81][4/553] Time 2.473 Data 0.001 Err 0.2148 top1 4.688 top5 1.562 | Epoch: [81][5/553] Time 2.429 Data 0.001 Err 0.4885 top1 14.062 top5 2.344 | Epoch: [81][6/553] Time 2.463 Data 0.001 Err 0.2180 top1 7.812 top5 0.781 | Epoch: [81][7/553] Time 2.443 Data 0.001 Err 0.2454 top1 7.812 top5 1.562 | Epoch: [81][8/553] Time 2.468 Data 0.001 Err 0.2205 top1 4.688 top5 0.000 | Epoch: [81][9/553] Time 2.495 Data 0.001 Err 0.1565 top1 3.906 top5 1.562 | Epoch: [81][10/553] Time 2.462 Data 0.001 Err 0.3292 top1 7.031 top5 3.906 | Epoch: [81][11/553] Time 2.523 Data 0.001 Err 0.2158 top1 5.469 top5 2.344 | Epoch: [81][12/553] Time 2.488 Data 0.001 Err 0.1616 top1 6.250 top5 0.781 | Epoch: [81][13/553] Time 2.506 Data 0.000 Err 0.1775 top1 5.469 top5 0.781 | Epoch: [81][14/553] Time 2.492 Data 0.001 Err 0.1329 top1 3.906 top5 0.000 | Epoch: [81][15/553] Time 2.467 Data 0.001 Err 0.3600 top1 9.375 top5 4.688 | Epoch: [81][16/553] Time 2.453 Data 0.001 Err 0.2250 top1 3.906 top5 1.562 | Epoch: [81][17/553] Time 2.544 Data 0.001 Err 0.2284 top1 7.031 top5 0.781 | Epoch: [81][18/553] Time 2.446 Data 0.001 Err 0.1938 top1 7.031 top5 0.000 | Epoch: [81][19/553] Time 2.429 Data 0.001 Err 0.3004 top1 7.031 top5 2.344 | Epoch: [81][20/553] Time 2.439 Data 0.001 Err 0.3587 top1 9.375 top5 3.125 | Epoch: [81][21/553] Time 2.437 Data 0.001 Err 0.2744 top1 5.469 top5 0.781 | Epoch: [81][22/553] Time 2.473 Data 0.001 Err 0.3485 top1 10.156 top5 3.906 | Epoch: [81][23/553] Time 2.437 Data 0.001 Err 0.2829 top1 5.469 top5 3.125 | Epoch: [81][24/553] Time 2.453 Data 0.001 Err 0.1865 top1 5.469 top5 0.781 | Epoch: [81][25/553] Time 2.489 Data 0.001 Err 0.2583 top1 8.594 top5 2.344 | Epoch: [81][26/553] Time 2.434 Data 0.001 Err 0.2092 top1 5.469 top5 1.562 | Epoch: [81][27/553] Time 2.458 Data 0.001 Err 0.1810 top1 3.125 top5 1.562 | Epoch: [81][28/553] Time 2.450 Data 0.001 Err 0.2336 top1 7.031 top5 1.562 | Epoch: [81][29/553] Time 2.439 Data 0.001 Err 0.1823 top1 7.031 top5 0.781 | Epoch: [81][30/553] Time 2.474 Data 0.001 Err 0.2723 top1 5.469 top5 3.125 | Epoch: [81][31/553] Time 2.450 Data 0.001 Err 0.2424 top1 7.812 top5 2.344 | Epoch: [81][32/553] Time 2.446 Data 0.000 Err 0.1555 top1 3.125 top5 0.781 | Epoch: [81][33/553] Time 2.446 Data 0.001 Err 0.2379 top1 4.688 top5 2.344 | Epoch: [81][34/553] Time 2.441 Data 0.001 Err 0.3490 top1 8.594 top5 3.125 | Epoch: [81][35/553] Time 2.439 Data 0.004 Err 0.3142 top1 9.375 top5 3.906 | Epoch: [81][36/553] Time 2.475 Data 0.001 Err 0.1899 top1 4.688 top5 0.000 | Epoch: [81][37/553] Time 2.468 Data 0.001 Err 0.2565 top1 7.812 top5 1.562 | Epoch: [81][38/553] Time 2.498 Data 0.001 Err 0.3022 top1 9.375 top5 2.344 | Epoch: [81][39/553] Time 2.452 Data 0.001 Err 0.2371 top1 6.250 top5 3.125 | Epoch: [81][40/553] Time 2.445 Data 0.000 Err 0.2153 top1 4.688 top5 1.562 | Epoch: [81][41/553] Time 2.481 Data 0.001 Err 0.3313 top1 8.594 top5 3.125 | Epoch: [81][42/553] Time 2.488 Data 0.001 Err 0.1976 top1 5.469 top5 2.344 | Epoch: [81][43/553] Time 2.440 Data 0.001 Err 0.2645 top1 6.250 top5 2.344 | Epoch: [81][44/553] Time 2.471 Data 0.001 Err 0.1823 top1 6.250 top5 1.562 | Epoch: [81][45/553] Time 2.470 Data 0.001 Err 0.2657 top1 7.812 top5 1.562 | Epoch: [81][46/553] Time 2.448 Data 0.001 Err 0.2670 top1 6.250 top5 3.125 | Epoch: [81][47/553] Time 2.455 Data 0.001 Err 0.3287 top1 7.812 top5 3.125 | Epoch: [81][48/553] Time 2.480 Data 0.001 Err 0.2883 top1 10.938 top5 1.562 | Epoch: [81][49/553] Time 2.515 Data 0.000 Err 0.1758 top1 3.125 top5 0.000 | Epoch: [81][50/553] Time 2.506 Data 0.001 Err 0.2445 top1 6.250 top5 3.125 | Epoch: [81][51/553] Time 2.480 Data 0.001 Err 0.2221 top1 7.031 top5 3.125 | Epoch: [81][52/553] Time 2.487 Data 0.001 Err 0.3424 top1 10.156 top5 3.125 | Epoch: [81][53/553] Time 2.444 Data 0.001 Err 0.1079 top1 1.562 top5 0.781 | Epoch: [81][54/553] Time 2.482 Data 0.001 Err 0.2702 top1 5.469 top5 3.906 | Epoch: [81][55/553] Time 2.477 Data 0.001 Err 0.2332 top1 5.469 top5 0.781 | Epoch: [81][56/553] Time 2.450 Data 0.001 Err 0.2154 top1 5.469 top5 3.125 | Epoch: [81][57/553] Time 2.514 Data 0.001 Err 0.1556 top1 3.125 top5 0.781 | Epoch: [81][58/553] Time 2.438 Data 0.001 Err 0.1619 top1 4.688 top5 0.781 | Epoch: [81][59/553] Time 2.521 Data 0.001 Err 0.2352 top1 5.469 top5 1.562 | Epoch: [81][60/553] Time 2.453 Data 0.001 Err 0.3117 top1 5.469 top5 2.344 | Epoch: [81][61/553] Time 2.534 Data 0.002 Err 0.1880 top1 7.031 top5 0.781 | Epoch: [81][62/553] Time 2.459 Data 0.001 Err 0.3162 top1 7.812 top5 2.344 | Epoch: [81][63/553] Time 2.476 Data 0.001 Err 0.1930 top1 5.469 top5 0.781 | Epoch: [81][64/553] Time 2.481 Data 0.001 Err 0.2502 top1 5.469 top5 3.125 | Epoch: [81][65/553] Time 2.473 Data 0.001 Err 0.2779 top1 7.812 top5 3.125 | Epoch: [81][66/553] Time 2.454 Data 0.001 Err 0.3230 top1 9.375 top5 3.125 | Epoch: [81][67/553] Time 2.480 Data 0.001 Err 0.2537 top1 7.031 top5 0.781 | Epoch: [81][68/553] Time 2.465 Data 0.001 Err 0.2486 top1 4.688 top5 2.344 | Epoch: [81][69/553] Time 2.481 Data 0.001 Err 0.2358 top1 6.250 top5 3.125 | Epoch: [81][70/553] Time 2.453 Data 0.001 Err 0.2307 top1 7.031 top5 1.562 | Epoch: [81][71/553] Time 2.450 Data 0.001 Err 0.2272 top1 4.688 top5 1.562 | Epoch: [81][72/553] Time 2.508 Data 0.001 Err 0.3232 top1 9.375 top5 2.344 | Epoch: [81][73/553] Time 2.449 Data 0.001 Err 0.1971 top1 5.469 top5 2.344 | Epoch: [81][74/553] Time 2.438 Data 0.001 Err 0.3008 top1 7.031 top5 4.688 | Epoch: [81][75/553] Time 2.447 Data 0.003 Err 0.1821 top1 6.250 top5 0.781 | Epoch: [81][76/553] Time 2.477 Data 0.001 Err 0.2162 top1 5.469 top5 0.781 | Epoch: [81][77/553] Time 2.487 Data 0.001 Err 0.1362 top1 5.469 top5 0.000 | Epoch: [81][78/553] Time 2.435 Data 0.001 Err 0.1704 top1 6.250 top5 0.781 | Epoch: [81][79/553] Time 2.482 Data 0.000 Err 0.3334 top1 8.594 top5 3.125 | Epoch: [81][80/553] Time 2.445 Data 0.001 Err 0.2425 top1 7.031 top5 0.781 | Epoch: [81][81/553] Time 2.436 Data 0.001 Err 0.1962 top1 6.250 top5 1.562 | Epoch: [81][82/553] Time 2.435 Data 0.001 Err 0.2119 top1 7.031 top5 0.781 | Epoch: [81][83/553] Time 2.498 Data 0.001 Err 0.1474 top1 3.125 top5 0.000 | Epoch: [81][84/553] Time 2.449 Data 0.001 Err 0.1858 top1 4.688 top5 1.562 | Epoch: [81][85/553] Time 2.465 Data 0.001 Err 0.2705 top1 7.031 top5 3.125 | Epoch: [81][86/553] Time 2.499 Data 0.001 Err 0.2604 top1 6.250 top5 2.344 | Epoch: [81][87/553] Time 2.444 Data 0.001 Err 0.2625 top1 7.812 top5 2.344 | Epoch: [81][88/553] Time 2.489 Data 0.001 Err 0.1667 top1 3.125 top5 0.781 | Epoch: [81][89/553] Time 2.448 Data 0.001 Err 0.2714 top1 10.156 top5 1.562 | Epoch: [81][90/553] Time 2.460 Data 0.001 Err 0.2499 top1 3.906 top5 3.125 | Epoch: [81][91/553] Time 2.482 Data 0.001 Err 0.2628 top1 4.688 top5 1.562 | Epoch: [81][92/553] Time 2.493 Data 0.001 Err 0.4359 top1 13.281 top5 4.688 | Epoch: [81][93/553] Time 2.496 Data 0.001 Err 0.2759 top1 8.594 top5 1.562 | Epoch: [81][94/553] Time 2.459 Data 0.002 Err 0.3432 top1 7.812 top5 3.906 | Epoch: [81][95/553] Time 2.460 Data 0.001 Err 0.2806 top1 8.594 top5 2.344 | Epoch: [81][96/553] Time 2.509 Data 0.001 Err 0.1984 top1 5.469 top5 1.562 | Epoch: [81][97/553] Time 2.461 Data 0.001 Err 0.2305 top1 6.250 top5 1.562 | Epoch: [81][98/553] Time 2.444 Data 0.001 Err 0.0924 top1 1.562 top5 0.000 | Epoch: [81][99/553] Time 2.458 Data 0.001 Err 0.4787 top1 11.719 top5 6.250 | Epoch: [81][100/553] Time 2.439 Data 0.001 Err 0.1405 top1 5.469 top5 0.000 | Epoch: [81][101/553] Time 2.447 Data 0.001 Err 0.1550 top1 4.688 top5 0.000 | Epoch: [81][102/553] Time 2.446 Data 0.001 Err 0.2549 top1 7.812 top5 0.781 | Epoch: [81][103/553] Time 2.465 Data 0.001 Err 0.3004 top1 7.031 top5 1.562 | Epoch: [81][104/553] Time 2.455 Data 0.001 Err 0.2747 top1 7.812 top5 0.781 | Epoch: [81][105/553] Time 2.435 Data 0.001 Err 0.1912 top1 4.688 top5 0.781 | Epoch: [81][106/553] Time 2.447 Data 0.001 Err 0.1947 top1 3.906 top5 2.344 | Epoch: [81][107/553] Time 2.450 Data 0.000 Err 0.1012 top1 3.125 top5 0.000 | Epoch: [81][108/553] Time 2.508 Data 0.001 Err 0.1515 top1 3.125 top5 2.344 | Epoch: [81][109/553] Time 2.508 Data 0.001 Err 0.2331 top1 7.031 top5 3.125 | Epoch: [81][110/553] Time 2.451 Data 0.001 Err 0.2017 top1 7.031 top5 1.562 | Epoch: [81][111/553] Time 2.441 Data 0.001 Err 0.1859 top1 4.688 top5 0.781 | Epoch: [81][112/553] Time 2.443 Data 0.001 Err 0.2318 top1 5.469 top5 1.562 | Epoch: [81][113/553] Time 2.484 Data 0.001 Err 0.1907 top1 4.688 top5 2.344 | Epoch: [81][114/553] Time 2.499 Data 0.001 Err 0.2041 top1 5.469 top5 0.781 | Epoch: [81][115/553] Time 2.518 Data 0.001 Err 0.1775 top1 3.125 top5 0.781 | Epoch: [81][116/553] Time 2.490 Data 0.001 Err 0.1431 top1 3.125 top5 0.781 | Epoch: [81][117/553] Time 2.482 Data 0.001 Err 0.2967 top1 7.812 top5 0.781 | Epoch: [81][118/553] Time 2.528 Data 0.000 Err 0.2792 top1 7.031 top5 2.344 | Epoch: [81][119/553] Time 2.444 Data 0.001 Err 0.1897 top1 3.125 top5 2.344 | Epoch: [81][120/553] Time 2.445 Data 0.001 Err 0.2900 top1 8.594 top5 2.344 | Epoch: [81][121/553] Time 2.445 Data 0.001 Err 0.4101 top1 10.156 top5 3.125 | Epoch: [81][122/553] Time 2.439 Data 0.001 Err 0.2373 top1 7.812 top5 0.781 | Epoch: [81][123/553] Time 2.460 Data 0.001 Err 0.1814 top1 4.688 top5 1.562 | Epoch: [81][124/553] Time 2.503 Data 0.001 Err 0.3218 top1 8.594 top5 3.125 | Epoch: [81][125/553] Time 2.483 Data 0.001 Err 0.1405 top1 3.125 top5 0.781 | Epoch: [81][126/553] Time 2.510 Data 0.001 Err 0.2102 top1 5.469 top5 2.344 | Epoch: [81][127/553] Time 2.443 Data 0.001 Err 0.2786 top1 7.031 top5 2.344 | Epoch: [81][128/553] Time 2.446 Data 0.001 Err 0.4376 top1 10.938 top5 3.906 | Epoch: [81][129/553] Time 2.464 Data 0.001 Err 0.2563 top1 6.250 top5 1.562 | Epoch: [81][130/553] Time 2.477 Data 0.001 Err 0.3574 top1 8.594 top5 4.688 | Epoch: [81][131/553] Time 2.495 Data 0.001 Err 0.3497 top1 7.812 top5 1.562 | Epoch: [81][132/553] Time 2.474 Data 0.002 Err 0.1904 top1 6.250 top5 1.562 | Epoch: [81][133/553] Time 2.486 Data 0.000 Err 0.2741 top1 9.375 top5 1.562 | Epoch: [81][134/553] Time 2.474 Data 0.000 Err 0.3378 top1 7.031 top5 2.344 | Epoch: [81][135/553] Time 2.487 Data 0.001 Err 0.3409 top1 10.156 top5 0.000 | Epoch: [81][136/553] Time 2.448 Data 0.001 Err 0.1577 top1 5.469 top5 0.000 | Epoch: [81][137/553] Time 2.516 Data 0.001 Err 0.2530 top1 7.031 top5 1.562 | Epoch: [81][138/553] Time 2.461 Data 0.001 Err 0.2927 top1 7.031 top5 2.344 | Epoch: [81][139/553] Time 2.434 Data 0.001 Err 0.1701 top1 2.344 top5 0.781 | Epoch: [81][140/553] Time 2.483 Data 0.001 Err 0.2705 top1 6.250 top5 3.125 | Epoch: [81][141/553] Time 2.460 Data 0.001 Err 0.1893 top1 3.906 top5 1.562 | Epoch: [81][142/553] Time 2.468 Data 0.001 Err 0.1660 top1 3.906 top5 0.781 | Epoch: [81][143/553] Time 2.464 Data 0.001 Err 0.2620 top1 8.594 top5 2.344 | Epoch: [81][144/553] Time 2.456 Data 0.001 Err 0.1791 top1 5.469 top5 0.781 | Epoch: [81][145/553] Time 2.490 Data 0.001 Err 0.2629 top1 7.031 top5 1.562 | Epoch: [81][146/553] Time 2.450 Data 0.001 Err 0.2884 top1 8.594 top5 3.125 | Epoch: [81][147/553] Time 2.444 Data 0.001 Err 0.2026 top1 5.469 top5 1.562 | Epoch: [81][148/553] Time 2.481 Data 0.001 Err 0.3338 top1 9.375 top5 1.562 | Epoch: [81][149/553] Time 2.473 Data 0.001 Err 0.2484 top1 6.250 top5 2.344 | Epoch: [81][150/553] Time 2.440 Data 0.001 Err 0.2460 top1 6.250 top5 1.562 | Epoch: [81][151/553] Time 2.500 Data 0.004 Err 0.2739 top1 6.250 top5 1.562 | Epoch: [81][152/553] Time 2.451 Data 0.000 Err 0.2316 top1 7.812 top5 0.781 | Epoch: [81][153/553] Time 2.471 Data 0.001 Err 0.1697 top1 3.125 top5 1.562 | Epoch: [81][154/553] Time 2.476 Data 0.001 Err 0.2573 top1 6.250 top5 2.344 | Epoch: [81][155/553] Time 2.451 Data 0.001 Err 0.2921 top1 6.250 top5 2.344 | Epoch: [81][156/553] Time 2.442 Data 0.001 Err 0.2821 top1 7.812 top5 2.344 | Epoch: [81][157/553] Time 2.529 Data 0.001 Err 0.2938 top1 7.031 top5 3.125 | Epoch: [81][158/553] Time 2.475 Data 0.001 Err 0.2154 top1 6.250 top5 0.781 | Epoch: [81][159/553] Time 2.473 Data 0.001 Err 0.1433 top1 3.125 top5 0.781 | Epoch: [81][160/553] Time 2.443 Data 0.001 Err 0.2906 top1 6.250 top5 3.125 | Epoch: [81][161/553] Time 2.515 Data 0.001 Err 0.1628 top1 4.688 top5 0.781 | Epoch: [81][162/553] Time 2.472 Data 0.001 Err 0.3134 top1 4.688 top5 2.344 | Epoch: [81][163/553] Time 2.485 Data 0.001 Err 0.2250 top1 6.250 top5 2.344 | Epoch: [81][164/553] Time 2.505 Data 0.001 Err 0.2115 top1 3.125 top5 2.344 | Epoch: [81][165/553] Time 2.478 Data 0.001 Err 0.2124 top1 4.688 top5 1.562 | Epoch: [81][166/553] Time 2.487 Data 0.001 Err 0.2611 top1 6.250 top5 0.781 | Epoch: [81][167/553] Time 2.478 Data 0.001 Err 0.3010 top1 7.812 top5 2.344 | Epoch: [81][168/553] Time 2.457 Data 0.001 Err 0.4433 top1 10.938 top5 3.906 | Epoch: [81][169/553] Time 2.477 Data 0.001 Err 0.1912 top1 5.469 top5 0.000 | Epoch: [81][170/553] Time 2.471 Data 0.001 Err 0.1228 top1 3.125 top5 0.000 | Epoch: [81][171/553] Time 2.444 Data 0.001 Err 0.3039 top1 7.812 top5 1.562 | Epoch: [81][172/553] Time 2.480 Data 0.001 Err 0.2844 top1 10.156 top5 1.562 | Epoch: [81][173/553] Time 2.477 Data 0.001 Err 0.2146 top1 4.688 top5 2.344 | Epoch: [81][174/553] Time 2.473 Data 0.001 Err 0.3579 top1 8.594 top5 3.125 | Epoch: [81][175/553] Time 2.519 Data 0.001 Err 0.3169 top1 7.031 top5 3.125 | Epoch: [81][176/553] Time 2.477 Data 0.001 Err 0.3528 top1 10.156 top5 3.125 | Epoch: [81][177/553] Time 2.435 Data 0.001 Err 0.2014 top1 4.688 top5 1.562 | Epoch: [81][178/553] Time 2.436 Data 0.001 Err 0.2688 top1 6.250 top5 2.344 | Epoch: [81][179/553] Time 2.474 Data 0.001 Err 0.2049 top1 5.469 top5 1.562 | Epoch: [81][180/553] Time 2.475 Data 0.001 Err 0.2722 top1 5.469 top5 1.562 | Epoch: [81][181/553] Time 2.449 Data 0.001 Err 0.1578 top1 4.688 top5 0.000 | Epoch: [81][182/553] Time 2.453 Data 0.001 Err 0.1877 top1 6.250 top5 0.781 | Epoch: [81][183/553] Time 2.450 Data 0.001 Err 0.0871 top1 2.344 top5 0.000 | Epoch: [81][184/553] Time 2.444 Data 0.001 Err 0.2024 top1 4.688 top5 1.562 | Epoch: [81][185/553] Time 2.469 Data 0.001 Err 0.3013 top1 7.812 top5 2.344 | Epoch: [81][186/553] Time 2.440 Data 0.001 Err 0.2657 top1 7.031 top5 2.344 | Epoch: [81][187/553] Time 2.474 Data 0.001 Err 0.2727 top1 6.250 top5 2.344 | Epoch: [81][188/553] Time 2.446 Data 0.001 Err 0.4094 top1 11.719 top5 3.906 | Epoch: [81][189/553] Time 2.525 Data 0.004 Err 0.2454 top1 7.812 top5 2.344 | Epoch: [81][190/553] Time 2.440 Data 0.001 Err 0.2369 top1 6.250 top5 1.562 | Epoch: [81][191/553] Time 2.442 Data 0.001 Err 0.1703 top1 3.125 top5 0.781 | Epoch: [81][192/553] Time 2.483 Data 0.001 Err 0.2533 top1 7.031 top5 1.562 | Epoch: [81][193/553] Time 2.482 Data 0.000 Err 0.1698 top1 6.250 top5 0.781 | Epoch: [81][194/553] Time 2.451 Data 0.001 Err 0.2849 top1 6.250 top5 2.344 | Epoch: [81][195/553] Time 2.505 Data 0.001 Err 0.1602 top1 3.906 top5 0.781 | Epoch: [81][196/553] Time 2.471 Data 0.001 Err 0.1689 top1 3.906 top5 1.562 | Epoch: [81][197/553] Time 2.447 Data 0.001 Err 0.1588 top1 4.688 top5 0.000 | Epoch: [81][198/553] Time 2.447 Data 0.001 Err 0.2935 top1 7.812 top5 2.344 | Epoch: [81][199/553] Time 2.484 Data 0.001 Err 0.2314 top1 5.469 top5 2.344 | Epoch: [81][200/553] Time 2.461 Data 0.001 Err 0.1421 top1 2.344 top5 0.781 | Epoch: [81][201/553] Time 2.440 Data 0.001 Err 0.2647 top1 10.156 top5 0.781 | Epoch: [81][202/553] Time 2.477 Data 0.000 Err 0.2862 top1 7.812 top5 1.562 | Epoch: [81][203/553] Time 2.487 Data 0.001 Err 0.1920 top1 4.688 top5 1.562 | Epoch: [81][204/553] Time 2.494 Data 0.001 Err 0.2480 top1 3.906 top5 1.562 | Epoch: [81][205/553] Time 2.442 Data 0.001 Err 0.3686 top1 8.594 top5 3.906 | Epoch: [81][206/553] Time 2.481 Data 0.001 Err 0.1014 top1 3.125 top5 0.000 | Epoch: [81][207/553] Time 2.492 Data 0.001 Err 0.2259 top1 6.250 top5 1.562 | Epoch: [81][208/553] Time 2.485 Data 0.001 Err 0.2205 top1 7.812 top5 2.344 | Epoch: [81][209/553] Time 2.470 Data 0.001 Err 0.2506 top1 7.031 top5 1.562 | Epoch: [81][210/553] Time 2.455 Data 0.001 Err 0.1725 top1 4.688 top5 1.562 | Epoch: [81][211/553] Time 2.522 Data 0.001 Err 0.1901 top1 3.125 top5 2.344 | Epoch: [81][212/553] Time 2.439 Data 0.000 Err 0.1734 top1 4.688 top5 0.000 | Epoch: [81][213/553] Time 2.465 Data 0.001 Err 0.4239 top1 10.938 top5 4.688 | Epoch: [81][214/553] Time 2.442 Data 0.001 Err 0.1933 top1 3.906 top5 2.344 | Epoch: [81][215/553] Time 2.485 Data 0.001 Err 0.2100 top1 3.906 top5 2.344 | Epoch: [81][216/553] Time 2.465 Data 0.001 Err 0.2512 top1 5.469 top5 3.125 | Epoch: [81][217/553] Time 2.497 Data 0.001 Err 0.1111 top1 3.125 top5 0.781 | Epoch: [81][218/553] Time 2.473 Data 0.001 Err 0.2588 top1 5.469 top5 0.781 | Epoch: [81][219/553] Time 2.483 Data 0.001 Err 0.1968 top1 5.469 top5 0.781 | Epoch: [81][220/553] Time 2.509 Data 0.001 Err 0.2775 top1 7.812 top5 2.344 | Epoch: [81][221/553] Time 2.532 Data 0.001 Err 0.3376 top1 7.812 top5 3.906 | Epoch: [81][222/553] Time 2.450 Data 0.001 Err 0.1281 top1 3.125 top5 0.000 | Epoch: [81][223/553] Time 2.493 Data 0.001 Err 0.2059 top1 6.250 top5 1.562 | Epoch: [81][224/553] Time 2.470 Data 0.001 Err 0.2389 top1 6.250 top5 1.562 | Epoch: [81][225/553] Time 2.455 Data 0.001 Err 0.2484 top1 6.250 top5 2.344 | Epoch: [81][226/553] Time 2.453 Data 0.001 Err 0.1606 top1 3.906 top5 1.562 | Epoch: [81][227/553] Time 2.504 Data 0.002 Err 0.1124 top1 3.125 top5 0.000 | Epoch: [81][228/553] Time 2.492 Data 0.001 Err 0.2636 top1 7.031 top5 2.344 | Epoch: [81][229/553] Time 2.443 Data 0.001 Err 0.3340 top1 8.594 top5 3.125 | Epoch: [81][230/553] Time 2.461 Data 0.001 Err 0.1269 top1 2.344 top5 0.781 | Epoch: [81][231/553] Time 2.523 Data 0.001 Err 0.2166 top1 6.250 top5 0.781 | Epoch: [81][232/553] Time 2.454 Data 0.001 Err 0.2039 top1 7.031 top5 1.562 | Epoch: [81][233/553] Time 2.458 Data 0.001 Err 0.3270 top1 7.812 top5 1.562 | Epoch: [81][234/553] Time 2.446 Data 0.001 Err 0.1843 top1 4.688 top5 1.562 | Epoch: [81][235/553] Time 2.483 Data 0.001 Err 0.2772 top1 7.031 top5 1.562 | Epoch: [81][236/553] Time 2.456 Data 0.001 Err 0.1976 top1 6.250 top5 0.781 | Epoch: [81][237/553] Time 2.487 Data 0.001 Err 0.1568 top1 3.125 top5 0.781 | Epoch: [81][238/553] Time 2.447 Data 0.001 Err 0.1773 top1 4.688 top5 0.781 | Epoch: [81][239/553] Time 2.469 Data 0.000 Err 0.2554 top1 7.031 top5 2.344 | Epoch: [81][240/553] Time 2.488 Data 0.001 Err 0.1100 top1 1.562 top5 0.781 | Epoch: [81][241/553] Time 2.438 Data 0.001 Err 0.1878 top1 5.469 top5 1.562 | Epoch: [81][242/553] Time 2.443 Data 0.001 Err 0.2618 top1 4.688 top5 2.344 | Epoch: [81][243/553] Time 2.475 Data 0.001 Err 0.2842 top1 7.031 top5 2.344 | Epoch: [81][244/553] Time 2.487 Data 0.001 Err 0.2218 top1 7.812 top5 1.562 | Epoch: [81][245/553] Time 2.463 Data 0.001 Err 0.1632 top1 6.250 top5 0.781 | Epoch: [81][246/553] Time 2.457 Data 0.007 Err 0.2599 top1 8.594 top5 1.562 | Epoch: [81][247/553] Time 2.485 Data 0.001 Err 0.3059 top1 7.031 top5 1.562 | Epoch: [81][248/553] Time 2.465 Data 0.000 Err 0.1976 top1 6.250 top5 1.562 | Epoch: [81][249/553] Time 2.475 Data 0.001 Err 0.2323 top1 4.688 top5 1.562 | Epoch: [81][250/553] Time 2.479 Data 0.001 Err 0.2381 top1 4.688 top5 1.562 | Epoch: [81][251/553] Time 2.485 Data 0.001 Err 0.1824 top1 4.688 top5 0.781 | Epoch: [81][252/553] Time 2.514 Data 0.001 Err 0.2434 top1 4.688 top5 1.562 | Epoch: [81][253/553] Time 2.437 Data 0.001 Err 0.2455 top1 5.469 top5 1.562 | Epoch: [81][254/553] Time 2.454 Data 0.001 Err 0.2509 top1 7.031 top5 0.781 | Epoch: [81][255/553] Time 2.466 Data 0.001 Err 0.4783 top1 11.719 top5 5.469 | Epoch: [81][256/553] Time 2.455 Data 0.001 Err 0.2822 top1 4.688 top5 2.344 | Epoch: [81][257/553] Time 2.440 Data 0.000 Err 0.2830 top1 7.812 top5 2.344 | Epoch: [81][258/553] Time 2.469 Data 0.001 Err 0.2070 top1 4.688 top5 1.562 | Epoch: [81][259/553] Time 2.525 Data 0.001 Err 0.2719 top1 6.250 top5 3.125 | Epoch: [81][260/553] Time 2.449 Data 0.001 Err 0.1152 top1 2.344 top5 0.781 | Epoch: [81][261/553] Time 2.450 Data 0.001 Err 0.1348 top1 4.688 top5 0.000 | Epoch: [81][262/553] Time 2.469 Data 0.001 Err 0.2275 top1 3.906 top5 2.344 | Epoch: [81][263/553] Time 2.475 Data 0.001 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [81][264/553] Time 2.468 Data 0.001 Err 0.2019 top1 4.688 top5 1.562 | Epoch: [81][265/553] Time 2.448 Data 0.005 Err 0.1473 top1 4.688 top5 0.000 | Epoch: [81][266/553] Time 2.456 Data 0.001 Err 0.2201 top1 7.031 top5 1.562 | Epoch: [81][267/553] Time 2.437 Data 0.001 Err 0.1991 top1 3.906 top5 2.344 | Epoch: [81][268/553] Time 2.479 Data 0.001 Err 0.1687 top1 3.906 top5 0.000 | Epoch: [81][269/553] Time 2.444 Data 0.001 Err 0.1783 top1 5.469 top5 0.000 | Epoch: [81][270/553] Time 2.520 Data 0.001 Err 0.2974 top1 7.031 top5 1.562 | Epoch: [81][271/553] Time 2.453 Data 0.001 Err 0.2582 top1 7.031 top5 2.344 | Epoch: [81][272/553] Time 2.472 Data 0.000 Err 0.1608 top1 2.344 top5 0.000 | Epoch: [81][273/553] Time 2.485 Data 0.001 Err 0.1095 top1 2.344 top5 0.000 | Epoch: [81][274/553] Time 2.475 Data 0.001 Err 0.2122 top1 7.812 top5 1.562 | Epoch: [81][275/553] Time 2.461 Data 0.001 Err 0.1363 top1 5.469 top5 0.781 | Epoch: [81][276/553] Time 2.474 Data 0.001 Err 0.1542 top1 3.125 top5 0.000 | Epoch: [81][277/553] Time 2.486 Data 0.001 Err 0.2561 top1 8.594 top5 1.562 | Epoch: [81][278/553] Time 2.481 Data 0.001 Err 0.1881 top1 6.250 top5 0.781 | Epoch: [81][279/553] Time 2.441 Data 0.001 Err 0.2738 top1 5.469 top5 3.906 | Epoch: [81][280/553] Time 2.519 Data 0.001 Err 0.4323 top1 11.719 top5 3.906 | Epoch: [81][281/553] Time 2.454 Data 0.001 Err 0.2049 top1 3.906 top5 0.781 | Epoch: [81][282/553] Time 2.479 Data 0.001 Err 0.1946 top1 5.469 top5 1.562 | Epoch: [81][283/553] Time 2.448 Data 0.001 Err 0.2196 top1 7.031 top5 0.781 | Epoch: [81][284/553] Time 2.494 Data 0.001 Err 0.1610 top1 3.906 top5 1.562 | Epoch: [81][285/553] Time 2.446 Data 0.001 Err 0.1690 top1 7.031 top5 0.781 | Epoch: [81][286/553] Time 2.483 Data 0.001 Err 0.2763 top1 4.688 top5 3.906 | Epoch: [81][287/553] Time 2.494 Data 0.001 Err 0.5274 top1 10.156 top5 3.906 | Epoch: [81][288/553] Time 2.518 Data 0.001 Err 0.2872 top1 7.031 top5 1.562 | Epoch: [81][289/553] Time 2.487 Data 0.001 Err 0.2023 top1 6.250 top5 0.781 | Epoch: [81][290/553] Time 2.440 Data 0.001 Err 0.3619 top1 8.594 top5 3.906 | Epoch: [81][291/553] Time 2.486 Data 0.001 Err 0.2739 top1 7.812 top5 2.344 | Epoch: [81][292/553] Time 2.512 Data 0.001 Err 0.2226 top1 6.250 top5 3.125 | Epoch: [81][293/553] Time 2.449 Data 0.001 Err 0.1559 top1 3.125 top5 0.781 | Epoch: [81][294/553] Time 2.481 Data 0.001 Err 0.2918 top1 5.469 top5 3.125 | Epoch: [81][295/553] Time 2.444 Data 0.001 Err 0.3668 top1 9.375 top5 4.688 | Epoch: [81][296/553] Time 2.474 Data 0.001 Err 0.3544 top1 10.938 top5 3.125 | Epoch: [81][297/553] Time 2.535 Data 0.001 Err 0.3722 top1 13.281 top5 1.562 | Epoch: [81][298/553] Time 2.443 Data 0.001 Err 0.2689 top1 6.250 top5 2.344 | Epoch: [81][299/553] Time 2.452 Data 0.001 Err 0.2219 top1 6.250 top5 3.125 | Epoch: [81][300/553] Time 2.440 Data 0.001 Err 0.2285 top1 5.469 top5 1.562 | Epoch: [81][301/553] Time 2.467 Data 0.001 Err 0.2931 top1 7.812 top5 1.562 | Epoch: [81][302/553] Time 2.453 Data 0.001 Err 0.2038 top1 6.250 top5 1.562 | Epoch: [81][303/553] Time 2.465 Data 0.002 Err 0.1700 top1 3.906 top5 0.781 | Epoch: [81][304/553] Time 2.450 Data 0.000 Err 0.3997 top1 9.375 top5 4.688 | Epoch: [81][305/553] Time 2.484 Data 0.001 Err 0.4422 top1 14.062 top5 3.125 | Epoch: [81][306/553] Time 2.441 Data 0.001 Err 0.1334 top1 5.469 top5 0.781 | Epoch: [81][307/553] Time 2.471 Data 0.001 Err 0.3041 top1 7.031 top5 3.125 | Epoch: [81][308/553] Time 2.439 Data 0.001 Err 0.1594 top1 2.344 top5 0.000 | Epoch: [81][309/553] Time 2.443 Data 0.001 Err 0.2577 top1 8.594 top5 1.562 | Epoch: [81][310/553] Time 2.452 Data 0.001 Err 0.2550 top1 7.031 top5 2.344 | Epoch: [81][311/553] Time 2.453 Data 0.001 Err 0.2068 top1 4.688 top5 0.781 | Epoch: [81][312/553] Time 2.451 Data 0.001 Err 0.2291 top1 6.250 top5 0.781 | Epoch: [81][313/553] Time 2.450 Data 0.001 Err 0.2694 top1 7.031 top5 2.344 | Epoch: [81][314/553] Time 2.468 Data 0.000 Err 0.1998 top1 6.250 top5 2.344 | Epoch: [81][315/553] Time 2.511 Data 0.001 Err 0.1715 top1 3.906 top5 1.562 | Epoch: [81][316/553] Time 2.445 Data 0.001 Err 0.3223 top1 9.375 top5 1.562 | Epoch: [81][317/553] Time 2.454 Data 0.001 Err 0.2685 top1 7.031 top5 2.344 | Epoch: [81][318/553] Time 2.519 Data 0.001 Err 0.3276 top1 8.594 top5 3.906 | Epoch: [81][319/553] Time 2.488 Data 0.001 Err 0.2375 top1 8.594 top5 2.344 | Epoch: [81][320/553] Time 2.484 Data 0.001 Err 0.3341 top1 8.594 top5 3.906 | Epoch: [81][321/553] Time 2.442 Data 0.001 Err 0.3435 top1 8.594 top5 2.344 | Epoch: [81][322/553] Time 2.474 Data 0.005 Err 0.1980 top1 5.469 top5 0.781 | Epoch: [81][323/553] Time 2.435 Data 0.001 Err 0.2906 top1 7.812 top5 3.906 | Epoch: [81][324/553] Time 2.480 Data 0.001 Err 0.2063 top1 6.250 top5 0.000 | Epoch: [81][325/553] Time 2.464 Data 0.001 Err 0.2606 top1 6.250 top5 2.344 | Epoch: [81][326/553] Time 2.471 Data 0.001 Err 0.4697 top1 11.719 top5 3.906 | Epoch: [81][327/553] Time 2.493 Data 0.001 Err 0.3399 top1 9.375 top5 2.344 | Epoch: [81][328/553] Time 2.456 Data 0.001 Err 0.1884 top1 5.469 top5 0.781 | Epoch: [81][329/553] Time 2.437 Data 0.001 Err 0.2076 top1 5.469 top5 0.000 | Epoch: [81][330/553] Time 2.478 Data 0.001 Err 0.2137 top1 5.469 top5 2.344 | Epoch: [81][331/553] Time 2.445 Data 0.001 Err 0.3101 top1 9.375 top5 3.125 | Epoch: [81][332/553] Time 2.475 Data 0.001 Err 0.2578 top1 8.594 top5 2.344 | Epoch: [81][333/553] Time 2.456 Data 0.001 Err 0.2656 top1 5.469 top5 2.344 | Epoch: [81][334/553] Time 2.509 Data 0.001 Err 0.2595 top1 6.250 top5 1.562 | Epoch: [81][335/553] Time 2.443 Data 0.001 Err 0.3367 top1 10.938 top5 3.125 | Epoch: [81][336/553] Time 2.468 Data 0.001 Err 0.3704 top1 8.594 top5 4.688 | Epoch: [81][337/553] Time 2.495 Data 0.001 Err 0.1277 top1 2.344 top5 0.000 | Epoch: [81][338/553] Time 2.474 Data 0.001 Err 0.2440 top1 6.250 top5 0.781 | Epoch: [81][339/553] Time 2.448 Data 0.000 Err 0.3310 top1 9.375 top5 4.688 | Epoch: [81][340/553] Time 2.511 Data 0.001 Err 0.2468 top1 5.469 top5 1.562 | Epoch: [81][341/553] Time 2.477 Data 0.010 Err 0.1998 top1 3.906 top5 2.344 | Epoch: [81][342/553] Time 2.490 Data 0.000 Err 0.3255 top1 7.812 top5 2.344 | Epoch: [81][343/553] Time 2.475 Data 0.001 Err 0.3177 top1 7.812 top5 2.344 | Epoch: [81][344/553] Time 2.479 Data 0.000 Err 0.3838 top1 8.594 top5 3.125 | Epoch: [81][345/553] Time 2.485 Data 0.001 Err 0.1475 top1 4.688 top5 0.781 | Epoch: [81][346/553] Time 2.482 Data 0.001 Err 0.2028 top1 3.906 top5 1.562 | Epoch: [81][347/553] Time 2.439 Data 0.001 Err 0.2559 top1 4.688 top5 3.125 | Epoch: [81][348/553] Time 2.497 Data 0.001 Err 0.1614 top1 4.688 top5 0.781 | Epoch: [81][349/553] Time 2.453 Data 0.001 Err 0.2103 top1 4.688 top5 0.781 | Epoch: [81][350/553] Time 2.474 Data 0.001 Err 0.1209 top1 3.906 top5 0.781 | Epoch: [81][351/553] Time 2.485 Data 0.001 Err 0.1946 top1 6.250 top5 0.781 | Epoch: [81][352/553] Time 2.509 Data 0.000 Err 0.1627 top1 4.688 top5 1.562 | Epoch: [81][353/553] Time 2.510 Data 0.001 Err 0.3281 top1 5.469 top5 2.344 | Epoch: [81][354/553] Time 2.513 Data 0.001 Err 0.2696 top1 9.375 top5 1.562 | Epoch: [81][355/553] Time 2.489 Data 0.001 Err 0.3913 top1 9.375 top5 4.688 | Epoch: [81][356/553] Time 2.452 Data 0.001 Err 0.2029 top1 7.031 top5 0.781 | Epoch: [81][357/553] Time 2.437 Data 0.001 Err 0.2032 top1 4.688 top5 1.562 | Epoch: [81][358/553] Time 2.447 Data 0.004 Err 0.3097 top1 10.156 top5 1.562 | Epoch: [81][359/553] Time 2.448 Data 0.001 Err 0.2919 top1 7.031 top5 1.562 | Epoch: [81][360/553] Time 2.462 Data 0.001 Err 0.1700 top1 3.125 top5 0.000 | Epoch: [81][361/553] Time 2.449 Data 0.001 Err 0.1984 top1 7.031 top5 1.562 | Epoch: [81][362/553] Time 2.446 Data 0.001 Err 0.2122 top1 3.906 top5 1.562 | Epoch: [81][363/553] Time 2.452 Data 0.001 Err 0.1876 top1 5.469 top5 1.562 | Epoch: [81][364/553] Time 2.478 Data 0.001 Err 0.1956 top1 4.688 top5 1.562 | Epoch: [81][365/553] Time 2.458 Data 0.001 Err 0.0863 top1 0.781 top5 0.000 | Epoch: [81][366/553] Time 2.442 Data 0.001 Err 0.2288 top1 5.469 top5 1.562 | Epoch: [81][367/553] Time 2.444 Data 0.001 Err 0.1882 top1 5.469 top5 0.000 | Epoch: [81][368/553] Time 2.476 Data 0.001 Err 0.2669 top1 8.594 top5 2.344 | Epoch: [81][369/553] Time 2.450 Data 0.001 Err 0.2251 top1 6.250 top5 2.344 | Epoch: [81][370/553] Time 2.494 Data 0.001 Err 0.2959 top1 9.375 top5 2.344 | Epoch: [81][371/553] Time 2.492 Data 0.001 Err 0.3758 top1 8.594 top5 3.906 | Epoch: [81][372/553] Time 2.443 Data 0.001 Err 0.1796 top1 7.031 top5 0.000 | Epoch: [81][373/553] Time 2.442 Data 0.001 Err 0.2401 top1 8.594 top5 1.562 | Epoch: [81][374/553] Time 2.511 Data 0.000 Err 0.1734 top1 5.469 top5 0.000 | Epoch: [81][375/553] Time 2.455 Data 0.001 Err 0.3289 top1 10.938 top5 2.344 | Epoch: [81][376/553] Time 2.448 Data 0.001 Err 0.2103 top1 4.688 top5 1.562 | Epoch: [81][377/553] Time 2.453 Data 0.001 Err 0.2541 top1 7.812 top5 1.562 | Epoch: [81][378/553] Time 2.461 Data 0.001 Err 0.3592 top1 8.594 top5 4.688 | Epoch: [81][379/553] Time 2.478 Data 0.005 Err 0.2494 top1 7.031 top5 1.562 | Epoch: [81][380/553] Time 2.454 Data 0.000 Err 0.2451 top1 6.250 top5 1.562 | Epoch: [81][381/553] Time 2.454 Data 0.001 Err 0.2503 top1 5.469 top5 1.562 | Epoch: [81][382/553] Time 2.442 Data 0.001 Err 0.2693 top1 7.031 top5 3.125 | Epoch: [81][383/553] Time 2.448 Data 0.001 Err 0.2956 top1 7.812 top5 2.344 | Epoch: [81][384/553] Time 2.457 Data 0.001 Err 0.2140 top1 3.906 top5 1.562 | Epoch: [81][385/553] Time 2.484 Data 0.001 Err 0.3187 top1 7.812 top5 1.562 | Epoch: [81][386/553] Time 2.438 Data 0.001 Err 0.2322 top1 6.250 top5 0.781 | Epoch: [81][387/553] Time 2.462 Data 0.001 Err 0.2609 top1 7.031 top5 2.344 | Epoch: [81][388/553] Time 2.480 Data 0.001 Err 0.2488 top1 6.250 top5 3.125 | Epoch: [81][389/553] Time 2.465 Data 0.001 Err 0.2373 top1 5.469 top5 0.000 | Epoch: [81][390/553] Time 2.451 Data 0.001 Err 0.3099 top1 7.812 top5 2.344 | Epoch: [81][391/553] Time 2.514 Data 0.001 Err 0.2129 top1 4.688 top5 1.562 | Epoch: [81][392/553] Time 2.478 Data 0.001 Err 0.2374 top1 6.250 top5 1.562 | Epoch: [81][393/553] Time 2.476 Data 0.001 Err 0.2244 top1 7.031 top5 1.562 | Epoch: [81][394/553] Time 2.527 Data 0.001 Err 0.2857 top1 7.031 top5 1.562 | Epoch: [81][395/553] Time 2.473 Data 0.001 Err 0.2366 top1 5.469 top5 1.562 | Epoch: [81][396/553] Time 2.508 Data 0.000 Err 0.3456 top1 7.031 top5 2.344 | Epoch: [81][397/553] Time 2.481 Data 0.001 Err 0.2379 top1 5.469 top5 1.562 | Epoch: [81][398/553] Time 2.451 Data 0.004 Err 0.3285 top1 7.812 top5 3.125 | Epoch: [81][399/553] Time 2.445 Data 0.001 Err 0.2444 top1 7.031 top5 1.562 | Epoch: [81][400/553] Time 2.440 Data 0.001 Err 0.3780 top1 10.156 top5 4.688 | Epoch: [81][401/553] Time 2.489 Data 0.000 Err 0.2303 top1 7.812 top5 1.562 | Epoch: [81][402/553] Time 2.444 Data 0.001 Err 0.1890 top1 5.469 top5 0.781 | Epoch: [81][403/553] Time 2.489 Data 0.000 Err 0.3560 top1 9.375 top5 2.344 | Epoch: [81][404/553] Time 2.458 Data 0.001 Err 0.3265 top1 11.719 top5 2.344 | Epoch: [81][405/553] Time 2.447 Data 0.001 Err 0.1896 top1 3.906 top5 2.344 | Epoch: [81][406/553] Time 2.459 Data 0.001 Err 0.3843 top1 13.281 top5 3.125 | Epoch: [81][407/553] Time 2.479 Data 0.001 Err 0.2196 top1 5.469 top5 2.344 | Epoch: [81][408/553] Time 2.482 Data 0.001 Err 0.2058 top1 7.031 top5 1.562 | Epoch: [81][409/553] Time 2.495 Data 0.001 Err 0.1324 top1 3.906 top5 1.562 | Epoch: [81][410/553] Time 2.474 Data 0.001 Err 0.1400 top1 4.688 top5 0.781 | Epoch: [81][411/553] Time 2.479 Data 0.001 Err 0.2050 top1 4.688 top5 2.344 | Epoch: [81][412/553] Time 2.474 Data 0.001 Err 0.2944 top1 7.031 top5 3.906 | Epoch: [81][413/553] Time 2.450 Data 0.001 Err 0.1909 top1 6.250 top5 0.781 | Epoch: [81][414/553] Time 2.481 Data 0.001 Err 0.2494 top1 5.469 top5 3.125 | Epoch: [81][415/553] Time 2.470 Data 0.001 Err 0.2418 top1 6.250 top5 1.562 | Epoch: [81][416/553] Time 2.485 Data 0.001 Err 0.1658 top1 5.469 top5 0.781 | Epoch: [81][417/553] Time 2.495 Data 0.001 Err 0.2659 top1 7.031 top5 2.344 | Epoch: [81][418/553] Time 2.446 Data 0.001 Err 0.3244 top1 8.594 top5 2.344 | Epoch: [81][419/553] Time 2.486 Data 0.001 Err 0.2412 top1 8.594 top5 0.781 | Epoch: [81][420/553] Time 2.491 Data 0.001 Err 0.2698 top1 6.250 top5 1.562 | Epoch: [81][421/553] Time 2.479 Data 0.001 Err 0.2755 top1 6.250 top5 2.344 | Epoch: [81][422/553] Time 2.471 Data 0.000 Err 0.1878 top1 4.688 top5 1.562 | Epoch: [81][423/553] Time 2.481 Data 0.001 Err 0.1049 top1 2.344 top5 0.000 | Epoch: [81][424/553] Time 2.442 Data 0.001 Err 0.1891 top1 5.469 top5 1.562 | Epoch: [81][425/553] Time 2.483 Data 0.001 Err 0.4440 top1 10.156 top5 3.125 | Epoch: [81][426/553] Time 2.467 Data 0.001 Err 0.2920 top1 6.250 top5 3.125 | Epoch: [81][427/553] Time 2.443 Data 0.001 Err 0.2918 top1 7.812 top5 2.344 | Epoch: [81][428/553] Time 2.443 Data 0.001 Err 0.2295 top1 5.469 top5 2.344 | Epoch: [81][429/553] Time 2.449 Data 0.001 Err 0.1919 top1 5.469 top5 1.562 | Epoch: [81][430/553] Time 2.449 Data 0.001 Err 0.2983 top1 7.031 top5 1.562 | Epoch: [81][431/553] Time 2.476 Data 0.001 Err 0.2955 top1 7.031 top5 1.562 | Epoch: [81][432/553] Time 2.474 Data 0.001 Err 0.2411 top1 8.594 top5 2.344 | Epoch: [81][433/553] Time 2.472 Data 0.001 Err 0.2065 top1 4.688 top5 1.562 | Epoch: [81][434/553] Time 2.493 Data 0.001 Err 0.2572 top1 6.250 top5 2.344 | Epoch: [81][435/553] Time 2.444 Data 0.001 Err 0.2869 top1 5.469 top5 3.125 | Epoch: [81][436/553] Time 2.498 Data 0.003 Err 0.1250 top1 3.906 top5 0.000 | Epoch: [81][437/553] Time 2.533 Data 0.000 Err 0.2164 top1 6.250 top5 0.000 | Epoch: [81][438/553] Time 2.450 Data 0.001 Err 0.2763 top1 7.031 top5 3.125 | Epoch: [81][439/553] Time 2.512 Data 0.001 Err 0.2564 top1 7.812 top5 0.781 | Epoch: [81][440/553] Time 2.445 Data 0.001 Err 0.2900 top1 7.031 top5 2.344 | Epoch: [81][441/553] Time 2.483 Data 0.001 Err 0.2659 top1 5.469 top5 2.344 | Epoch: [81][442/553] Time 2.470 Data 0.001 Err 0.2756 top1 8.594 top5 1.562 | Epoch: [81][443/553] Time 2.480 Data 0.001 Err 0.3244 top1 8.594 top5 2.344 | Epoch: [81][444/553] Time 2.499 Data 0.001 Err 0.2069 top1 4.688 top5 0.781 | Epoch: [81][445/553] Time 2.447 Data 0.001 Err 0.1464 top1 4.688 top5 0.000 | Epoch: [81][446/553] Time 2.497 Data 0.001 Err 0.1826 top1 4.688 top5 0.000 | Epoch: [81][447/553] Time 2.446 Data 0.001 Err 0.2019 top1 4.688 top5 1.562 | Epoch: [81][448/553] Time 2.485 Data 0.001 Err 0.2153 top1 7.031 top5 1.562 | Epoch: [81][449/553] Time 2.494 Data 0.000 Err 0.1590 top1 3.906 top5 0.781 | Epoch: [81][450/553] Time 2.465 Data 0.001 Err 0.1589 top1 3.125 top5 0.781 | Epoch: [81][451/553] Time 2.444 Data 0.001 Err 0.2292 top1 5.469 top5 0.781 | Epoch: [81][452/553] Time 2.473 Data 0.001 Err 0.1626 top1 4.688 top5 0.000 | Epoch: [81][453/553] Time 2.447 Data 0.000 Err 0.2800 top1 5.469 top5 2.344 | Epoch: [81][454/553] Time 2.474 Data 0.001 Err 0.1170 top1 1.562 top5 0.000 | Epoch: [81][455/553] Time 2.453 Data 0.001 Err 0.1297 top1 3.906 top5 0.781 | Epoch: [81][456/553] Time 2.440 Data 0.001 Err 0.1605 top1 6.250 top5 0.000 | Epoch: [81][457/553] Time 2.448 Data 0.001 Err 0.3079 top1 7.031 top5 3.125 | Epoch: [81][458/553] Time 2.471 Data 0.001 Err 0.1609 top1 5.469 top5 0.781 | Epoch: [81][459/553] Time 2.473 Data 0.001 Err 0.2520 top1 4.688 top5 1.562 | Epoch: [81][460/553] Time 2.441 Data 0.001 Err 0.2117 top1 6.250 top5 0.781 | Epoch: [81][461/553] Time 2.444 Data 0.001 Err 0.1696 top1 3.906 top5 0.781 | Epoch: [81][462/553] Time 2.444 Data 0.001 Err 0.1909 top1 3.906 top5 2.344 | Epoch: [81][463/553] Time 2.440 Data 0.001 Err 0.3723 top1 7.812 top5 6.250 | Epoch: [81][464/553] Time 2.478 Data 0.001 Err 0.1081 top1 1.562 top5 0.000 | Epoch: [81][465/553] Time 2.494 Data 0.001 Err 0.2321 top1 7.031 top5 2.344 | Epoch: [81][466/553] Time 2.472 Data 0.001 Err 0.2423 top1 5.469 top5 2.344 | Epoch: [81][467/553] Time 2.444 Data 0.001 Err 0.3073 top1 10.156 top5 1.562 | Epoch: [81][468/553] Time 2.482 Data 0.001 Err 0.1673 top1 5.469 top5 0.781 | Epoch: [81][469/553] Time 2.490 Data 0.000 Err 0.3381 top1 7.812 top5 2.344 | Epoch: [81][470/553] Time 2.445 Data 0.001 Err 0.3409 top1 8.594 top5 3.906 | Epoch: [81][471/553] Time 2.444 Data 0.001 Err 0.1524 top1 5.469 top5 0.781 | Epoch: [81][472/553] Time 2.452 Data 0.001 Err 0.4170 top1 9.375 top5 4.688 | Epoch: [81][473/553] Time 2.484 Data 0.001 Err 0.2898 top1 5.469 top5 3.125 | Epoch: [81][474/553] Time 2.461 Data 0.001 Err 0.3047 top1 8.594 top5 2.344 | Epoch: [81][475/553] Time 2.452 Data 0.001 Err 0.4024 top1 11.719 top5 3.125 | Epoch: [81][476/553] Time 2.464 Data 0.001 Err 0.2478 top1 7.031 top5 0.781 | Epoch: [81][477/553] Time 2.481 Data 0.000 Err 0.2948 top1 7.812 top5 3.125 | Epoch: [81][478/553] Time 2.472 Data 0.001 Err 0.0812 top1 0.781 top5 0.000 | Epoch: [81][479/553] Time 2.495 Data 0.001 Err 0.1773 top1 6.250 top5 0.781 | Epoch: [81][480/553] Time 2.479 Data 0.001 Err 0.3099 top1 7.031 top5 3.906 | Epoch: [81][481/553] Time 2.482 Data 0.000 Err 0.1645 top1 3.906 top5 0.781 | Epoch: [81][482/553] Time 2.451 Data 0.001 Err 0.2926 top1 7.812 top5 0.781 | Epoch: [81][483/553] Time 2.442 Data 0.001 Err 0.1294 top1 3.125 top5 0.781 | Epoch: [81][484/553] Time 2.488 Data 0.001 Err 0.3658 top1 6.250 top5 3.906 | Epoch: [81][485/553] Time 2.511 Data 0.000 Err 0.2294 top1 7.812 top5 0.781 | Epoch: [81][486/553] Time 2.471 Data 0.001 Err 0.4156 top1 10.156 top5 5.469 | Epoch: [81][487/553] Time 2.450 Data 0.001 Err 0.1060 top1 2.344 top5 0.781 | Epoch: [81][488/553] Time 2.513 Data 0.000 Err 0.2217 top1 4.688 top5 2.344 | Epoch: [81][489/553] Time 2.518 Data 0.001 Err 0.3617 top1 8.594 top5 3.906 | Epoch: [81][490/553] Time 2.445 Data 0.001 Err 0.2748 top1 8.594 top5 2.344 | Epoch: [81][491/553] Time 2.444 Data 0.001 Err 0.3368 top1 9.375 top5 3.125 | Epoch: [81][492/553] Time 2.489 Data 0.001 Err 0.2344 top1 5.469 top5 1.562 | Epoch: [81][493/553] Time 2.481 Data 0.001 Err 0.2097 top1 3.906 top5 0.781 | Epoch: [81][494/553] Time 2.446 Data 0.001 Err 0.2214 top1 5.469 top5 0.781 | Epoch: [81][495/553] Time 2.489 Data 0.001 Err 0.3542 top1 6.250 top5 3.906 | Epoch: [81][496/553] Time 2.443 Data 0.001 Err 0.2460 top1 7.031 top5 0.000 | Epoch: [81][497/553] Time 2.504 Data 0.001 Err 0.3053 top1 8.594 top5 3.125 | Epoch: [81][498/553] Time 2.453 Data 0.001 Err 0.1842 top1 4.688 top5 0.781 | Epoch: [81][499/553] Time 2.458 Data 0.001 Err 0.1893 top1 6.250 top5 0.781 | Epoch: [81][500/553] Time 2.450 Data 0.001 Err 0.2533 top1 7.031 top5 1.562 | Epoch: [81][501/553] Time 2.501 Data 0.001 Err 0.2148 top1 5.469 top5 1.562 | Epoch: [81][502/553] Time 2.476 Data 0.001 Err 0.2396 top1 5.469 top5 0.781 | Epoch: [81][503/553] Time 2.457 Data 0.001 Err 0.2439 top1 7.031 top5 2.344 | Epoch: [81][504/553] Time 2.500 Data 0.001 Err 0.2024 top1 5.469 top5 2.344 | Epoch: [81][505/553] Time 2.462 Data 0.001 Err 0.1886 top1 6.250 top5 0.000 | Epoch: [81][506/553] Time 2.508 Data 0.001 Err 0.3803 top1 8.594 top5 3.125 | Epoch: [81][507/553] Time 2.452 Data 0.000 Err 0.1803 top1 4.688 top5 1.562 | Epoch: [81][508/553] Time 2.447 Data 0.001 Err 0.2460 top1 7.812 top5 1.562 | Epoch: [81][509/553] Time 2.441 Data 0.001 Err 0.2737 top1 5.469 top5 2.344 | Epoch: [81][510/553] Time 2.465 Data 0.001 Err 0.2424 top1 8.594 top5 1.562 | Epoch: [81][511/553] Time 2.452 Data 0.001 Err 0.1668 top1 3.906 top5 0.000 | Epoch: [81][512/553] Time 2.479 Data 0.001 Err 0.2755 top1 7.031 top5 2.344 | Epoch: [81][513/553] Time 2.457 Data 0.001 Err 0.1719 top1 4.688 top5 0.781 | Epoch: [81][514/553] Time 2.472 Data 0.001 Err 0.2986 top1 8.594 top5 3.125 | Epoch: [81][515/553] Time 2.516 Data 0.001 Err 0.3183 top1 8.594 top5 3.125 | Epoch: [81][516/553] Time 2.445 Data 0.001 Err 0.2333 top1 7.031 top5 1.562 | Epoch: [81][517/553] Time 2.473 Data 0.000 Err 0.1582 top1 3.906 top5 0.000 | Epoch: [81][518/553] Time 2.445 Data 0.001 Err 0.2688 top1 5.469 top5 2.344 | Epoch: [81][519/553] Time 2.511 Data 0.001 Err 0.2453 top1 5.469 top5 2.344 | Epoch: [81][520/553] Time 2.471 Data 0.001 Err 0.5265 top1 12.500 top5 6.250 | Epoch: [81][521/553] Time 2.462 Data 0.002 Err 0.1983 top1 6.250 top5 1.562 | Epoch: [81][522/553] Time 2.483 Data 0.001 Err 0.2344 top1 7.031 top5 0.781 | Epoch: [81][523/553] Time 2.480 Data 0.001 Err 0.1923 top1 3.906 top5 1.562 | Epoch: [81][524/553] Time 2.475 Data 0.001 Err 0.2508 top1 6.250 top5 2.344 | Epoch: [81][525/553] Time 2.482 Data 0.001 Err 0.1119 top1 3.125 top5 0.781 | Epoch: [81][526/553] Time 2.471 Data 0.001 Err 0.2495 top1 7.031 top5 1.562 | Epoch: [81][527/553] Time 2.442 Data 0.001 Err 0.3929 top1 10.156 top5 3.906 | Epoch: [81][528/553] Time 2.444 Data 0.001 Err 0.2300 top1 7.031 top5 1.562 | Epoch: [81][529/553] Time 2.450 Data 0.001 Err 0.2613 top1 4.688 top5 2.344 | Epoch: [81][530/553] Time 2.468 Data 0.001 Err 0.2245 top1 5.469 top5 2.344 | Epoch: [81][531/553] Time 2.507 Data 0.001 Err 0.2830 top1 7.031 top5 2.344 | Epoch: [81][532/553] Time 2.435 Data 0.001 Err 0.3816 top1 11.719 top5 2.344 | Epoch: [81][533/553] Time 2.442 Data 0.001 Err 0.2993 top1 8.594 top5 1.562 | Epoch: [81][534/553] Time 2.474 Data 0.001 Err 0.1700 top1 4.688 top5 0.000 | Epoch: [81][535/553] Time 2.477 Data 0.001 Err 0.1011 top1 0.781 top5 0.781 | Epoch: [81][536/553] Time 2.447 Data 0.001 Err 0.2242 top1 5.469 top5 3.125 | Epoch: [81][537/553] Time 2.439 Data 0.001 Err 0.2215 top1 7.031 top5 1.562 | Epoch: [81][538/553] Time 2.443 Data 0.001 Err 0.2370 top1 7.031 top5 2.344 | Epoch: [81][539/553] Time 2.467 Data 0.001 Err 0.3722 top1 10.938 top5 2.344 | Epoch: [81][540/553] Time 2.549 Data 0.001 Err 0.3139 top1 8.594 top5 3.125 | Epoch: [81][541/553] Time 2.452 Data 0.001 Err 0.2920 top1 9.375 top5 2.344 | Epoch: [81][542/553] Time 2.466 Data 0.000 Err 0.1304 top1 3.906 top5 0.000 | Epoch: [81][543/553] Time 2.439 Data 0.000 Err 0.2383 top1 5.469 top5 1.562 | Epoch: [81][544/553] Time 2.458 Data 0.000 Err 0.2923 top1 7.031 top5 2.344 | Epoch: [81][545/553] Time 2.486 Data 0.000 Err 0.2468 top1 6.250 top5 2.344 | Epoch: [81][546/553] Time 2.443 Data 0.000 Err 0.2955 top1 7.812 top5 2.344 | Epoch: [81][547/553] Time 2.440 Data 0.000 Err 0.2552 top1 6.250 top5 2.344 | Epoch: [81][548/553] Time 2.443 Data 0.000 Err 0.1842 top1 5.469 top5 1.562 | Epoch: [81][549/553] Time 2.495 Data 0.004 Err 0.2353 top1 6.250 top5 1.562 | Epoch: [81][550/553] Time 2.446 Data 0.000 Err 0.1686 top1 3.125 top5 0.781 | Epoch: [81][551/553] Time 2.441 Data 0.000 Err 0.2088 top1 5.469 top5 0.781 | Epoch: [81][552/553] Time 2.444 Data 0.000 Err 0.2904 top1 7.812 top5 2.344 | Epoch: [81][553/553] Time 1.031 Data 0.000 Err 0.2577 top1 4.545 top5 2.273 | Test: [81][1/198] Time 2.398 Data 1.679 top1 10.156 ( 10.156) top5 2.344 ( 2.344) | Test: [81][2/198] Time 0.719 Data 0.001 top1 10.938 ( 10.547) top5 2.344 ( 2.344) | Test: [81][3/198] Time 0.729 Data 0.000 top1 13.281 ( 11.458) top5 4.688 ( 3.125) | Test: [81][4/198] Time 0.722 Data 0.002 top1 11.719 ( 11.523) top5 2.344 ( 2.930) | Test: [81][5/198] Time 0.721 Data 0.001 top1 7.812 ( 10.781) top5 1.562 ( 2.656) | Test: [81][6/198] Time 0.713 Data 0.000 top1 9.375 ( 10.547) top5 0.000 ( 2.214) | Test: [81][7/198] Time 0.727 Data 0.001 top1 10.938 ( 10.603) top5 2.344 ( 2.232) | Test: [81][8/198] Time 0.730 Data 0.001 top1 6.250 ( 10.059) top5 1.562 ( 2.148) | Test: [81][9/198] Time 0.722 Data 0.001 top1 10.938 ( 10.156) top5 0.781 ( 1.997) | Test: [81][10/198] Time 0.742 Data 0.001 top1 12.500 ( 10.391) top5 3.125 ( 2.109) | Test: [81][11/198] Time 0.726 Data 0.001 top1 10.938 ( 10.440) top5 3.906 ( 2.273) | Test: [81][12/198] Time 0.731 Data 0.001 top1 7.812 ( 10.221) top5 1.562 ( 2.214) | Test: [81][13/198] Time 0.725 Data 0.001 top1 16.406 ( 10.697) top5 1.562 ( 2.163) | Test: [81][14/198] Time 0.719 Data 0.001 top1 14.062 ( 10.938) top5 2.344 ( 2.176) | Test: [81][15/198] Time 0.726 Data 0.001 top1 13.281 ( 11.094) top5 2.344 ( 2.188) | Test: [81][16/198] Time 0.722 Data 0.001 top1 14.062 ( 11.279) top5 3.125 ( 2.246) | Test: [81][17/198] Time 0.722 Data 0.001 top1 12.500 ( 11.351) top5 2.344 ( 2.252) | Test: [81][18/198] Time 0.716 Data 0.001 top1 9.375 ( 11.241) top5 2.344 ( 2.257) | Test: [81][19/198] Time 0.734 Data 0.001 top1 19.531 ( 11.678) top5 3.125 ( 2.303) | Test: [81][20/198] Time 0.719 Data 0.001 top1 10.938 ( 11.641) top5 2.344 ( 2.305) | Test: [81][21/198] Time 0.725 Data 0.004 top1 14.844 ( 11.793) top5 2.344 ( 2.307) | Test: [81][22/198] Time 0.738 Data 0.001 top1 11.719 ( 11.790) top5 2.344 ( 2.308) | Test: [81][23/198] Time 0.727 Data 0.001 top1 11.719 ( 11.787) top5 3.125 ( 2.344) | Test: [81][24/198] Time 0.745 Data 0.005 top1 8.594 ( 11.654) top5 2.344 ( 2.344) | Test: [81][25/198] Time 0.809 Data 0.001 top1 8.594 ( 11.531) top5 2.344 ( 2.344) | Test: [81][26/198] Time 0.831 Data 0.008 top1 18.750 ( 11.809) top5 2.344 ( 2.344) | Test: [81][27/198] Time 0.746 Data 0.000 top1 18.750 ( 12.066) top5 0.781 ( 2.286) | Test: [81][28/198] Time 0.772 Data 0.002 top1 12.500 ( 12.081) top5 3.906 ( 2.344) | Test: [81][29/198] Time 0.745 Data 0.001 top1 13.281 ( 12.123) top5 3.906 ( 2.398) | Test: [81][30/198] Time 0.718 Data 0.001 top1 11.719 ( 12.109) top5 0.781 ( 2.344) | Test: [81][31/198] Time 0.723 Data 0.001 top1 15.625 ( 12.223) top5 3.125 ( 2.369) | Test: [81][32/198] Time 0.721 Data 0.001 top1 10.938 ( 12.183) top5 1.562 ( 2.344) | Test: [81][33/198] Time 0.728 Data 0.001 top1 10.938 ( 12.145) top5 1.562 ( 2.320) | Test: [81][34/198] Time 0.729 Data 0.001 top1 9.375 ( 12.063) top5 0.781 ( 2.275) | Test: [81][35/198] Time 0.726 Data 0.001 top1 10.156 ( 12.009) top5 2.344 ( 2.277) | Test: [81][36/198] Time 0.722 Data 0.001 top1 8.594 ( 11.914) top5 1.562 ( 2.257) | Test: [81][37/198] Time 0.720 Data 0.001 top1 16.406 ( 12.035) top5 0.781 ( 2.217) | Test: [81][38/198] Time 0.727 Data 0.001 top1 8.594 ( 11.945) top5 1.562 ( 2.200) | Test: [81][39/198] Time 0.758 Data 0.001 top1 12.500 ( 11.959) top5 2.344 ( 2.204) | Test: [81][40/198] Time 0.763 Data 0.001 top1 7.031 ( 11.836) top5 0.000 ( 2.148) | Test: [81][41/198] Time 0.731 Data 0.001 top1 10.938 ( 11.814) top5 3.125 ( 2.172) | Test: [81][42/198] Time 0.718 Data 0.001 top1 10.156 ( 11.775) top5 1.562 ( 2.158) | Test: [81][43/198] Time 0.734 Data 0.000 top1 13.281 ( 11.810) top5 4.688 ( 2.217) | Test: [81][44/198] Time 0.712 Data 0.001 top1 9.375 ( 11.754) top5 0.781 ( 2.184) | Test: [81][45/198] Time 0.733 Data 0.001 top1 11.719 ( 11.753) top5 2.344 ( 2.188) | Test: [81][46/198] Time 0.745 Data 0.003 top1 10.156 ( 11.719) top5 0.781 ( 2.157) | Test: [81][47/198] Time 0.804 Data 0.001 top1 10.938 ( 11.702) top5 3.125 ( 2.178) | Test: [81][48/198] Time 0.838 Data 0.001 top1 12.500 ( 11.719) top5 1.562 ( 2.165) | Test: [81][49/198] Time 0.821 Data 0.001 top1 10.156 ( 11.687) top5 3.125 ( 2.184) | Test: [81][50/198] Time 0.724 Data 0.001 top1 13.281 ( 11.719) top5 0.781 ( 2.156) | Test: [81][51/198] Time 0.742 Data 0.001 top1 12.500 ( 11.734) top5 1.562 ( 2.145) | Test: [81][52/198] Time 0.724 Data 0.001 top1 10.156 ( 11.704) top5 2.344 ( 2.148) | Test: [81][53/198] Time 0.734 Data 0.001 top1 14.062 ( 11.748) top5 3.906 ( 2.182) | Test: [81][54/198] Time 0.768 Data 0.001 top1 17.188 ( 11.849) top5 3.906 ( 2.214) | Test: [81][55/198] Time 0.749 Data 0.001 top1 11.719 ( 11.847) top5 2.344 ( 2.216) | Test: [81][56/198] Time 0.818 Data 0.001 top1 13.281 ( 11.872) top5 2.344 ( 2.218) | Test: [81][57/198] Time 0.740 Data 0.001 top1 14.844 ( 11.924) top5 3.125 ( 2.234) | Test: [81][58/198] Time 0.792 Data 0.001 top1 11.719 ( 11.921) top5 3.906 ( 2.263) | Test: [81][59/198] Time 0.763 Data 0.006 top1 12.500 ( 11.931) top5 3.906 ( 2.291) | Test: [81][60/198] Time 0.728 Data 0.001 top1 9.375 ( 11.888) top5 0.000 ( 2.253) | Test: [81][61/198] Time 0.732 Data 0.005 top1 14.062 ( 11.924) top5 2.344 ( 2.254) | Test: [81][62/198] Time 0.719 Data 0.001 top1 14.062 ( 11.958) top5 2.344 ( 2.256) | Test: [81][63/198] Time 0.716 Data 0.001 top1 13.281 ( 11.979) top5 1.562 ( 2.245) | Test: [81][64/198] Time 0.725 Data 0.001 top1 15.625 ( 12.036) top5 0.000 ( 2.209) | Test: [81][65/198] Time 0.716 Data 0.001 top1 13.281 ( 12.055) top5 1.562 ( 2.200) | Test: [81][66/198] Time 0.725 Data 0.001 top1 14.062 ( 12.086) top5 2.344 ( 2.202) | Test: [81][67/198] Time 0.729 Data 0.001 top1 13.281 ( 12.104) top5 2.344 ( 2.204) | Test: [81][68/198] Time 0.724 Data 0.000 top1 12.500 ( 12.109) top5 3.125 ( 2.217) | Test: [81][69/198] Time 0.724 Data 0.001 top1 11.719 ( 12.104) top5 3.906 ( 2.242) | Test: [81][70/198] Time 0.717 Data 0.001 top1 9.375 ( 12.065) top5 1.562 ( 2.232) | Test: [81][71/198] Time 0.722 Data 0.001 top1 7.812 ( 12.005) top5 2.344 ( 2.234) | Test: [81][72/198] Time 0.740 Data 0.001 top1 18.750 ( 12.099) top5 4.688 ( 2.268) | Test: [81][73/198] Time 0.821 Data 0.001 top1 10.156 ( 12.072) top5 2.344 ( 2.269) | Test: [81][74/198] Time 0.829 Data 0.001 top1 17.188 ( 12.141) top5 0.000 ( 2.238) | Test: [81][75/198] Time 0.820 Data 0.001 top1 14.844 ( 12.177) top5 3.125 ( 2.250) | Test: [81][76/198] Time 0.818 Data 0.001 top1 7.812 ( 12.120) top5 0.781 ( 2.231) | Test: [81][77/198] Time 0.721 Data 0.001 top1 18.750 ( 12.206) top5 4.688 ( 2.263) | Test: [81][78/198] Time 0.726 Data 0.001 top1 10.156 ( 12.179) top5 1.562 ( 2.254) | Test: [81][79/198] Time 0.723 Data 0.001 top1 16.406 ( 12.233) top5 4.688 ( 2.284) | Test: [81][80/198] Time 0.736 Data 0.001 top1 7.031 ( 12.168) top5 1.562 ( 2.275) | Test: [81][81/198] Time 0.724 Data 0.001 top1 10.938 ( 12.153) top5 0.000 ( 2.247) | Test: [81][82/198] Time 0.724 Data 0.001 top1 6.250 ( 12.081) top5 0.000 ( 2.220) | Test: [81][83/198] Time 0.799 Data 0.002 top1 7.031 ( 12.020) top5 1.562 ( 2.212) | Test: [81][84/198] Time 0.777 Data 0.001 top1 12.500 ( 12.026) top5 1.562 ( 2.204) | Test: [81][85/198] Time 0.825 Data 0.001 top1 12.500 ( 12.031) top5 2.344 ( 2.206) | Test: [81][86/198] Time 0.764 Data 0.001 top1 7.812 ( 11.982) top5 2.344 ( 2.207) | Test: [81][87/198] Time 0.775 Data 0.001 top1 15.625 ( 12.024) top5 1.562 ( 2.200) | Test: [81][88/198] Time 0.768 Data 0.001 top1 11.719 ( 12.021) top5 2.344 ( 2.202) | Test: [81][89/198] Time 0.740 Data 0.001 top1 10.156 ( 12.000) top5 1.562 ( 2.195) | Test: [81][90/198] Time 0.713 Data 0.000 top1 11.719 ( 11.997) top5 1.562 ( 2.188) | Test: [81][91/198] Time 0.717 Data 0.001 top1 10.938 ( 11.985) top5 1.562 ( 2.181) | Test: [81][92/198] Time 0.714 Data 0.001 top1 10.938 ( 11.974) top5 0.781 ( 2.165) | Test: [81][93/198] Time 0.719 Data 0.001 top1 10.938 ( 11.962) top5 2.344 ( 2.167) | Test: [81][94/198] Time 0.716 Data 0.000 top1 17.188 ( 12.018) top5 5.469 ( 2.202) | Test: [81][95/198] Time 0.738 Data 0.001 top1 8.594 ( 11.982) top5 0.781 ( 2.188) | Test: [81][96/198] Time 0.723 Data 0.001 top1 13.281 ( 11.995) top5 3.906 ( 2.205) | Test: [81][97/198] Time 0.728 Data 0.001 top1 17.188 ( 12.049) top5 0.781 ( 2.191) | Test: [81][98/198] Time 0.727 Data 0.001 top1 11.719 ( 12.046) top5 2.344 ( 2.192) | Test: [81][99/198] Time 0.742 Data 0.001 top1 12.500 ( 12.050) top5 3.125 ( 2.202) | Test: [81][100/198] Time 0.738 Data 0.001 top1 7.812 ( 12.008) top5 0.000 ( 2.180) | Test: [81][101/198] Time 0.732 Data 0.001 top1 14.062 ( 12.028) top5 2.344 ( 2.181) | Test: [81][102/198] Time 0.716 Data 0.001 top1 10.938 ( 12.017) top5 2.344 ( 2.183) | Test: [81][103/198] Time 0.733 Data 0.001 top1 10.938 ( 12.007) top5 3.906 ( 2.200) | Test: [81][104/198] Time 0.726 Data 0.005 top1 11.719 ( 12.004) top5 4.688 ( 2.224) | Test: [81][105/198] Time 0.781 Data 0.001 top1 11.719 ( 12.001) top5 2.344 ( 2.225) | Test: [81][106/198] Time 0.762 Data 0.001 top1 18.750 ( 12.065) top5 3.906 ( 2.241) | Test: [81][107/198] Time 0.744 Data 0.001 top1 12.500 ( 12.069) top5 3.125 ( 2.249) | Test: [81][108/198] Time 0.729 Data 0.001 top1 15.625 ( 12.102) top5 1.562 ( 2.242) | Test: [81][109/198] Time 0.811 Data 0.001 top1 14.062 ( 12.120) top5 0.000 ( 2.222) | Test: [81][110/198] Time 0.735 Data 0.001 top1 12.500 ( 12.124) top5 3.906 ( 2.237) | Test: [81][111/198] Time 0.723 Data 0.001 top1 6.250 ( 12.071) top5 3.125 ( 2.245) | Test: [81][112/198] Time 0.721 Data 0.001 top1 15.625 ( 12.102) top5 3.125 ( 2.253) | Test: [81][113/198] Time 0.777 Data 0.001 top1 9.375 ( 12.078) top5 2.344 ( 2.254) | Test: [81][114/198] Time 0.808 Data 0.000 top1 12.500 ( 12.082) top5 1.562 ( 2.248) | Test: [81][115/198] Time 0.733 Data 0.001 top1 10.938 ( 12.072) top5 3.125 ( 2.255) | Test: [81][116/198] Time 0.793 Data 0.006 top1 16.406 ( 12.109) top5 3.125 ( 2.263) | Test: [81][117/198] Time 0.726 Data 0.001 top1 10.156 ( 12.093) top5 5.469 ( 2.290) | Test: [81][118/198] Time 0.720 Data 0.001 top1 7.812 ( 12.056) top5 1.562 ( 2.284) | Test: [81][119/198] Time 0.724 Data 0.001 top1 7.031 ( 12.014) top5 0.781 ( 2.272) | Test: [81][120/198] Time 0.715 Data 0.001 top1 16.406 ( 12.051) top5 4.688 ( 2.292) | Test: [81][121/198] Time 0.720 Data 0.001 top1 14.062 ( 12.067) top5 2.344 ( 2.292) | Test: [81][122/198] Time 0.715 Data 0.001 top1 9.375 ( 12.045) top5 0.781 ( 2.280) | Test: [81][123/198] Time 0.713 Data 0.001 top1 17.188 ( 12.087) top5 2.344 ( 2.280) | Test: [81][124/198] Time 0.719 Data 0.001 top1 14.844 ( 12.109) top5 5.469 ( 2.306) | Test: [81][125/198] Time 0.723 Data 0.001 top1 15.625 ( 12.137) top5 3.125 ( 2.312) | Test: [81][126/198] Time 0.723 Data 0.001 top1 11.719 ( 12.134) top5 4.688 ( 2.331) | Test: [81][127/198] Time 0.745 Data 0.005 top1 11.719 ( 12.131) top5 1.562 ( 2.325) | Test: [81][128/198] Time 0.781 Data 0.001 top1 7.812 ( 12.097) top5 2.344 ( 2.325) | Test: [81][129/198] Time 0.780 Data 0.001 top1 15.625 ( 12.125) top5 3.906 ( 2.338) | Test: [81][130/198] Time 0.726 Data 0.001 top1 16.406 ( 12.157) top5 2.344 ( 2.338) | Test: [81][131/198] Time 0.781 Data 0.003 top1 9.375 ( 12.136) top5 2.344 ( 2.338) | Test: [81][132/198] Time 0.736 Data 0.001 top1 8.594 ( 12.109) top5 2.344 ( 2.338) | Test: [81][133/198] Time 0.722 Data 0.001 top1 15.625 ( 12.136) top5 3.125 ( 2.344) | Test: [81][134/198] Time 0.716 Data 0.001 top1 15.625 ( 12.162) top5 5.469 ( 2.367) | Test: [81][135/198] Time 0.721 Data 0.001 top1 10.938 ( 12.153) top5 1.562 ( 2.361) | Test: [81][136/198] Time 0.770 Data 0.001 top1 14.062 ( 12.167) top5 1.562 ( 2.355) | Test: [81][137/198] Time 0.793 Data 0.001 top1 7.031 ( 12.129) top5 0.781 ( 2.344) | Test: [81][138/198] Time 0.750 Data 0.008 top1 10.938 ( 12.121) top5 2.344 ( 2.344) | Test: [81][139/198] Time 0.768 Data 0.001 top1 18.750 ( 12.168) top5 1.562 ( 2.338) | Test: [81][140/198] Time 0.786 Data 0.002 top1 14.844 ( 12.188) top5 2.344 ( 2.338) | Test: [81][141/198] Time 0.727 Data 0.001 top1 16.406 ( 12.217) top5 4.688 ( 2.355) | Test: [81][142/198] Time 0.725 Data 0.001 top1 11.719 ( 12.214) top5 0.000 ( 2.338) | Test: [81][143/198] Time 0.760 Data 0.001 top1 7.812 ( 12.183) top5 2.344 ( 2.338) | Test: [81][144/198] Time 0.739 Data 0.011 top1 10.938 ( 12.174) top5 2.344 ( 2.338) | Test: [81][145/198] Time 0.726 Data 0.001 top1 10.938 ( 12.166) top5 4.688 ( 2.355) | Test: [81][146/198] Time 0.777 Data 0.001 top1 10.938 ( 12.158) top5 1.562 ( 2.349) | Test: [81][147/198] Time 0.723 Data 0.002 top1 8.594 ( 12.133) top5 0.000 ( 2.333) | Test: [81][148/198] Time 0.723 Data 0.001 top1 14.062 ( 12.146) top5 3.125 ( 2.338) | Test: [81][149/198] Time 0.719 Data 0.001 top1 15.625 ( 12.170) top5 5.469 ( 2.359) | Test: [81][150/198] Time 0.719 Data 0.001 top1 13.281 ( 12.177) top5 3.125 ( 2.365) | Test: [81][151/198] Time 0.724 Data 0.001 top1 15.625 ( 12.200) top5 6.250 ( 2.390) | Test: [81][152/198] Time 0.732 Data 0.001 top1 20.312 ( 12.253) top5 5.469 ( 2.411) | Test: [81][153/198] Time 0.719 Data 0.001 top1 12.500 ( 12.255) top5 2.344 ( 2.410) | Test: [81][154/198] Time 0.722 Data 0.001 top1 11.719 ( 12.251) top5 3.125 ( 2.415) | Test: [81][155/198] Time 0.718 Data 0.001 top1 12.500 ( 12.253) top5 3.906 ( 2.424) | Test: [81][156/198] Time 0.719 Data 0.001 top1 13.281 ( 12.260) top5 0.781 ( 2.414) | Test: [81][157/198] Time 0.714 Data 0.001 top1 11.719 ( 12.256) top5 1.562 ( 2.408) | Test: [81][158/198] Time 0.721 Data 0.003 top1 10.938 ( 12.248) top5 0.000 ( 2.393) | Test: [81][159/198] Time 0.745 Data 0.002 top1 12.500 ( 12.249) top5 0.781 ( 2.383) | Test: [81][160/198] Time 0.760 Data 0.008 top1 10.156 ( 12.236) top5 2.344 ( 2.383) | Test: [81][161/198] Time 0.751 Data 0.001 top1 17.188 ( 12.267) top5 3.125 ( 2.387) | Test: [81][162/198] Time 0.733 Data 0.001 top1 12.500 ( 12.269) top5 3.125 ( 2.392) | Test: [81][163/198] Time 0.782 Data 0.001 top1 8.594 ( 12.246) top5 1.562 ( 2.387) | Test: [81][164/198] Time 0.778 Data 0.001 top1 14.062 ( 12.257) top5 3.906 ( 2.396) | Test: [81][165/198] Time 0.749 Data 0.001 top1 8.594 ( 12.235) top5 2.344 ( 2.396) | Test: [81][166/198] Time 0.727 Data 0.001 top1 8.594 ( 12.213) top5 0.781 ( 2.386) | Test: [81][167/198] Time 0.733 Data 0.000 top1 11.719 ( 12.210) top5 3.125 ( 2.391) | Test: [81][168/198] Time 0.807 Data 0.001 top1 14.844 ( 12.226) top5 3.125 ( 2.395) | Test: [81][169/198] Time 0.805 Data 0.001 top1 10.938 ( 12.218) top5 3.125 ( 2.399) | Test: [81][170/198] Time 0.822 Data 0.001 top1 10.938 ( 12.210) top5 2.344 ( 2.399) | Test: [81][171/198] Time 0.846 Data 0.003 top1 8.594 ( 12.189) top5 0.781 ( 2.389) | Test: [81][172/198] Time 0.870 Data 0.001 top1 14.062 ( 12.200) top5 2.344 ( 2.389) | Test: [81][173/198] Time 0.744 Data 0.001 top1 11.719 ( 12.197) top5 2.344 ( 2.389) | Test: [81][174/198] Time 0.767 Data 0.005 top1 13.281 ( 12.204) top5 3.125 ( 2.393) | Test: [81][175/198] Time 0.715 Data 0.001 top1 11.719 ( 12.201) top5 2.344 ( 2.393) | Test: [81][176/198] Time 0.712 Data 0.001 top1 17.188 ( 12.229) top5 6.250 ( 2.415) | Test: [81][177/198] Time 0.715 Data 0.001 top1 14.844 ( 12.244) top5 2.344 ( 2.414) | Test: [81][178/198] Time 0.723 Data 0.002 top1 12.500 ( 12.245) top5 2.344 ( 2.414) | Test: [81][179/198] Time 0.718 Data 0.001 top1 14.844 ( 12.260) top5 1.562 ( 2.409) | Test: [81][180/198] Time 0.716 Data 0.001 top1 10.156 ( 12.248) top5 3.125 ( 2.413) | Test: [81][181/198] Time 0.736 Data 0.001 top1 11.719 ( 12.245) top5 3.906 ( 2.421) | Test: [81][182/198] Time 0.724 Data 0.001 top1 10.156 ( 12.234) top5 2.344 ( 2.421) | Test: [81][183/198] Time 0.761 Data 0.001 top1 9.375 ( 12.218) top5 2.344 ( 2.421) | Test: [81][184/198] Time 0.782 Data 0.000 top1 9.375 ( 12.203) top5 0.781 ( 2.412) | Test: [81][185/198] Time 0.755 Data 0.001 top1 12.500 ( 12.204) top5 3.125 ( 2.416) | Test: [81][186/198] Time 0.733 Data 0.001 top1 10.156 ( 12.193) top5 3.125 ( 2.419) | Test: [81][187/198] Time 0.726 Data 0.000 top1 14.844 ( 12.208) top5 4.688 ( 2.431) | Test: [81][188/198] Time 0.716 Data 0.000 top1 16.406 ( 12.230) top5 6.250 ( 2.452) | Test: [81][189/198] Time 0.716 Data 0.000 top1 12.500 ( 12.231) top5 3.125 ( 2.455) | Test: [81][190/198] Time 0.714 Data 0.001 top1 14.844 ( 12.245) top5 2.344 ( 2.455) | Test: [81][191/198] Time 0.815 Data 0.000 top1 15.625 ( 12.263) top5 3.906 ( 2.462) | Test: [81][192/198] Time 0.729 Data 0.000 top1 7.812 ( 12.240) top5 2.344 ( 2.462) | Test: [81][193/198] Time 0.727 Data 0.000 top1 11.719 ( 12.237) top5 3.906 ( 2.469) | Test: [81][194/198] Time 0.733 Data 0.000 top1 14.062 ( 12.246) top5 1.562 ( 2.465) | Test: [81][195/198] Time 0.730 Data 0.000 top1 7.031 ( 12.220) top5 0.781 ( 2.456) | Test: [81][196/198] Time 0.267 Data 0.000 top1 8.824 ( 12.202) top5 0.000 ( 2.443) | Test: [81][197/198] Time 0.724 Data 0.000 top1 9.375 ( 12.188) top5 2.344 ( 2.443) | Test: [81][198/198] Time 0.720 Data 0.001 top1 14.062 ( 12.197) top5 3.906 ( 2.450) * Finished epoch # 81 top1: 12.197 top5: 2.450 * Best model 12.197341057635 2.4502840909091 Epoch 82 => Training epoch # 82 | Epoch: [82][1/553] Time 5.309 Data 2.823 Err 0.3362 top1 7.812 top5 4.688 | Epoch: [82][2/553] Time 2.464 Data 0.001 Err 0.3124 top1 6.250 top5 3.125 | Epoch: [82][3/553] Time 2.437 Data 0.001 Err 0.1545 top1 3.125 top5 0.781 | Epoch: [82][4/553] Time 2.433 Data 0.001 Err 0.2468 top1 7.031 top5 3.125 | Epoch: [82][5/553] Time 2.459 Data 0.001 Err 0.3106 top1 8.594 top5 2.344 | Epoch: [82][6/553] Time 2.425 Data 0.001 Err 0.1985 top1 3.906 top5 1.562 | Epoch: [82][7/553] Time 2.460 Data 0.001 Err 0.2179 top1 4.688 top5 3.125 | Epoch: [82][8/553] Time 2.445 Data 0.001 Err 0.0901 top1 2.344 top5 0.781 | Epoch: [82][9/553] Time 2.433 Data 0.001 Err 0.3613 top1 10.938 top5 2.344 | Epoch: [82][10/553] Time 2.480 Data 0.003 Err 0.1613 top1 3.125 top5 0.781 | Epoch: [82][11/553] Time 2.478 Data 0.001 Err 0.2459 top1 7.812 top5 1.562 | Epoch: [82][12/553] Time 2.435 Data 0.001 Err 0.3216 top1 7.812 top5 3.906 | Epoch: [82][13/553] Time 2.457 Data 0.001 Err 0.2354 top1 6.250 top5 3.125 | Epoch: [82][14/553] Time 2.435 Data 0.001 Err 0.1678 top1 6.250 top5 0.781 | Epoch: [82][15/553] Time 2.475 Data 0.001 Err 0.2081 top1 6.250 top5 0.781 | Epoch: [82][16/553] Time 2.472 Data 0.001 Err 0.3147 top1 7.812 top5 3.906 | Epoch: [82][17/553] Time 2.477 Data 0.001 Err 0.2274 top1 7.031 top5 0.781 | Epoch: [82][18/553] Time 2.442 Data 0.001 Err 0.2290 top1 5.469 top5 1.562 | Epoch: [82][19/553] Time 2.434 Data 0.001 Err 0.2384 top1 7.031 top5 1.562 | Epoch: [82][20/553] Time 2.489 Data 0.000 Err 0.2749 top1 8.594 top5 3.125 | Epoch: [82][21/553] Time 2.442 Data 0.001 Err 0.3638 top1 5.469 top5 3.125 | Epoch: [82][22/553] Time 2.452 Data 0.001 Err 0.2771 top1 7.031 top5 3.125 | Epoch: [82][23/553] Time 2.475 Data 0.001 Err 0.2513 top1 7.031 top5 3.906 | Epoch: [82][24/553] Time 2.433 Data 0.001 Err 0.1851 top1 5.469 top5 0.000 | Epoch: [82][25/553] Time 2.456 Data 0.001 Err 0.2369 top1 6.250 top5 2.344 | Epoch: [82][26/553] Time 2.467 Data 0.001 Err 0.2068 top1 4.688 top5 1.562 | Epoch: [82][27/553] Time 2.448 Data 0.001 Err 0.3363 top1 10.938 top5 3.125 | Epoch: [82][28/553] Time 2.474 Data 0.001 Err 0.1602 top1 3.906 top5 1.562 | Epoch: [82][29/553] Time 2.447 Data 0.001 Err 0.2025 top1 7.812 top5 0.781 | Epoch: [82][30/553] Time 2.435 Data 0.000 Err 0.1740 top1 5.469 top5 0.000 | Epoch: [82][31/553] Time 2.480 Data 0.001 Err 0.2779 top1 7.812 top5 3.906 | Epoch: [82][32/553] Time 2.476 Data 0.001 Err 0.3984 top1 8.594 top5 2.344 | Epoch: [82][33/553] Time 2.491 Data 0.001 Err 0.3770 top1 7.812 top5 3.906 | Epoch: [82][34/553] Time 2.441 Data 0.000 Err 0.2173 top1 4.688 top5 1.562 | Epoch: [82][35/553] Time 2.447 Data 0.001 Err 0.2306 top1 3.906 top5 1.562 | Epoch: [82][36/553] Time 2.472 Data 0.001 Err 0.3194 top1 7.812 top5 3.125 | Epoch: [82][37/553] Time 2.471 Data 0.001 Err 0.2707 top1 8.594 top5 1.562 | Epoch: [82][38/553] Time 2.446 Data 0.005 Err 0.2671 top1 7.031 top5 2.344 | Epoch: [82][39/553] Time 2.472 Data 0.001 Err 0.2424 top1 6.250 top5 0.781 | Epoch: [82][40/553] Time 2.444 Data 0.001 Err 0.2216 top1 7.812 top5 1.562 | Epoch: [82][41/553] Time 2.448 Data 0.001 Err 0.3343 top1 7.812 top5 3.906 | Epoch: [82][42/553] Time 2.474 Data 0.001 Err 0.3182 top1 7.812 top5 3.125 | Epoch: [82][43/553] Time 2.440 Data 0.001 Err 0.3523 top1 8.594 top5 4.688 | Epoch: [82][44/553] Time 2.446 Data 0.001 Err 0.2990 top1 7.812 top5 1.562 | Epoch: [82][45/553] Time 2.446 Data 0.001 Err 0.2933 top1 5.469 top5 3.906 | Epoch: [82][46/553] Time 2.507 Data 0.001 Err 0.2675 top1 8.594 top5 1.562 | Epoch: [82][47/553] Time 2.448 Data 0.001 Err 0.3527 top1 9.375 top5 3.906 | Epoch: [82][48/553] Time 2.464 Data 0.003 Err 0.3023 top1 8.594 top5 2.344 | Epoch: [82][49/553] Time 2.446 Data 0.001 Err 0.3193 top1 7.812 top5 3.125 | Epoch: [82][50/553] Time 2.478 Data 0.001 Err 0.2246 top1 6.250 top5 1.562 | Epoch: [82][51/553] Time 2.478 Data 0.001 Err 0.3048 top1 7.812 top5 2.344 | Epoch: [82][52/553] Time 2.450 Data 0.001 Err 0.2341 top1 7.031 top5 1.562 | Epoch: [82][53/553] Time 2.461 Data 0.001 Err 0.3144 top1 7.031 top5 3.125 | Epoch: [82][54/553] Time 2.523 Data 0.001 Err 0.2258 top1 5.469 top5 1.562 | Epoch: [82][55/553] Time 2.496 Data 0.001 Err 0.1870 top1 3.125 top5 1.562 | Epoch: [82][56/553] Time 2.519 Data 0.001 Err 0.2228 top1 7.812 top5 1.562 | Epoch: [82][57/553] Time 2.478 Data 0.001 Err 0.2279 top1 5.469 top5 3.125 | Epoch: [82][58/553] Time 2.449 Data 0.001 Err 0.1368 top1 3.906 top5 0.781 | Epoch: [82][59/553] Time 2.459 Data 0.001 Err 0.3307 top1 9.375 top5 3.906 | Epoch: [82][60/553] Time 2.489 Data 0.001 Err 0.2702 top1 6.250 top5 1.562 | Epoch: [82][61/553] Time 2.442 Data 0.001 Err 0.2527 top1 7.031 top5 1.562 | Epoch: [82][62/553] Time 2.456 Data 0.001 Err 0.3210 top1 7.812 top5 3.125 | Epoch: [82][63/553] Time 2.448 Data 0.001 Err 0.3331 top1 9.375 top5 2.344 | Epoch: [82][64/553] Time 2.475 Data 0.001 Err 0.3069 top1 8.594 top5 2.344 | Epoch: [82][65/553] Time 2.459 Data 0.001 Err 0.1783 top1 3.125 top5 2.344 | Epoch: [82][66/553] Time 2.456 Data 0.001 Err 0.2055 top1 3.906 top5 1.562 | Epoch: [82][67/553] Time 2.452 Data 0.004 Err 0.1754 top1 3.906 top5 0.000 | Epoch: [82][68/553] Time 2.469 Data 0.001 Err 0.1538 top1 3.125 top5 1.562 | Epoch: [82][69/553] Time 2.448 Data 0.001 Err 0.2238 top1 6.250 top5 0.781 | Epoch: [82][70/553] Time 2.443 Data 0.001 Err 0.3151 top1 6.250 top5 4.688 | Epoch: [82][71/553] Time 2.439 Data 0.001 Err 0.2860 top1 9.375 top5 2.344 | Epoch: [82][72/553] Time 2.491 Data 0.001 Err 0.2413 top1 8.594 top5 0.781 | Epoch: [82][73/553] Time 2.457 Data 0.001 Err 0.2145 top1 7.031 top5 1.562 | Epoch: [82][74/553] Time 2.451 Data 0.001 Err 0.1937 top1 6.250 top5 2.344 | Epoch: [82][75/553] Time 2.455 Data 0.001 Err 0.2478 top1 4.688 top5 2.344 | Epoch: [82][76/553] Time 2.482 Data 0.001 Err 0.1517 top1 3.125 top5 0.000 | Epoch: [82][77/553] Time 2.520 Data 0.001 Err 0.2457 top1 5.469 top5 3.125 | Epoch: [82][78/553] Time 2.449 Data 0.001 Err 0.2642 top1 7.031 top5 2.344 | Epoch: [82][79/553] Time 2.450 Data 0.001 Err 0.2674 top1 8.594 top5 1.562 | Epoch: [82][80/553] Time 2.468 Data 0.001 Err 0.1533 top1 4.688 top5 0.000 | Epoch: [82][81/553] Time 2.439 Data 0.001 Err 0.2754 top1 7.812 top5 3.906 | Epoch: [82][82/553] Time 2.445 Data 0.001 Err 0.1597 top1 6.250 top5 0.781 | Epoch: [82][83/553] Time 2.437 Data 0.001 Err 0.1692 top1 3.906 top5 0.781 | Epoch: [82][84/553] Time 2.517 Data 0.001 Err 0.3156 top1 4.688 top5 3.906 | Epoch: [82][85/553] Time 2.464 Data 0.001 Err 0.1785 top1 4.688 top5 0.781 | Epoch: [82][86/553] Time 2.463 Data 0.005 Err 0.3158 top1 8.594 top5 1.562 | Epoch: [82][87/553] Time 2.456 Data 0.001 Err 0.3364 top1 10.156 top5 1.562 | Epoch: [82][88/553] Time 2.444 Data 0.001 Err 0.3151 top1 10.156 top5 2.344 | Epoch: [82][89/553] Time 2.480 Data 0.001 Err 0.1703 top1 6.250 top5 0.000 | Epoch: [82][90/553] Time 2.436 Data 0.001 Err 0.1561 top1 4.688 top5 0.781 | Epoch: [82][91/553] Time 2.464 Data 0.001 Err 0.2488 top1 7.031 top5 2.344 | Epoch: [82][92/553] Time 2.469 Data 0.001 Err 0.1757 top1 3.906 top5 0.781 | Epoch: [82][93/553] Time 2.455 Data 0.001 Err 0.1777 top1 5.469 top5 0.781 | Epoch: [82][94/553] Time 2.436 Data 0.001 Err 0.1621 top1 3.125 top5 1.562 | Epoch: [82][95/553] Time 2.485 Data 0.001 Err 0.1713 top1 6.250 top5 0.781 | Epoch: [82][96/553] Time 2.483 Data 0.001 Err 0.2239 top1 4.688 top5 1.562 | Epoch: [82][97/553] Time 2.456 Data 0.001 Err 0.1816 top1 4.688 top5 1.562 | Epoch: [82][98/553] Time 2.486 Data 0.001 Err 0.2442 top1 6.250 top5 1.562 | Epoch: [82][99/553] Time 2.450 Data 0.001 Err 0.2517 top1 6.250 top5 2.344 | Epoch: [82][100/553] Time 2.481 Data 0.001 Err 0.3183 top1 7.812 top5 2.344 | Epoch: [82][101/553] Time 2.478 Data 0.001 Err 0.2314 top1 7.812 top5 0.781 | Epoch: [82][102/553] Time 2.491 Data 0.001 Err 0.3272 top1 7.812 top5 3.125 | Epoch: [82][103/553] Time 2.441 Data 0.000 Err 0.1341 top1 1.562 top5 0.781 | Epoch: [82][104/553] Time 2.466 Data 0.001 Err 0.2502 top1 7.812 top5 0.781 | Epoch: [82][105/553] Time 2.478 Data 0.001 Err 0.2592 top1 6.250 top5 2.344 | Epoch: [82][106/553] Time 2.481 Data 0.001 Err 0.3160 top1 8.594 top5 1.562 | Epoch: [82][107/553] Time 2.469 Data 0.001 Err 0.2513 top1 5.469 top5 1.562 | Epoch: [82][108/553] Time 2.478 Data 0.001 Err 0.3295 top1 8.594 top5 3.125 | Epoch: [82][109/553] Time 2.444 Data 0.001 Err 0.2833 top1 7.812 top5 1.562 | Epoch: [82][110/553] Time 2.488 Data 0.000 Err 0.2160 top1 3.906 top5 1.562 | Epoch: [82][111/553] Time 2.472 Data 0.001 Err 0.2607 top1 7.812 top5 0.781 | Epoch: [82][112/553] Time 2.477 Data 0.001 Err 0.3502 top1 7.812 top5 3.125 | Epoch: [82][113/553] Time 2.449 Data 0.001 Err 0.2096 top1 6.250 top5 2.344 | Epoch: [82][114/553] Time 2.476 Data 0.001 Err 0.2657 top1 7.031 top5 3.125 | Epoch: [82][115/553] Time 2.480 Data 0.001 Err 0.2215 top1 3.906 top5 0.781 | Epoch: [82][116/553] Time 2.490 Data 0.000 Err 0.1742 top1 4.688 top5 1.562 | Epoch: [82][117/553] Time 2.449 Data 0.000 Err 0.1886 top1 6.250 top5 0.781 | Epoch: [82][118/553] Time 2.447 Data 0.001 Err 0.1716 top1 5.469 top5 0.781 | Epoch: [82][119/553] Time 2.437 Data 0.001 Err 0.2088 top1 4.688 top5 0.781 | Epoch: [82][120/553] Time 2.439 Data 0.001 Err 0.2359 top1 7.812 top5 1.562 | Epoch: [82][121/553] Time 2.481 Data 0.001 Err 0.2072 top1 6.250 top5 1.562 | Epoch: [82][122/553] Time 2.451 Data 0.001 Err 0.2636 top1 7.031 top5 2.344 | Epoch: [82][123/553] Time 2.449 Data 0.001 Err 0.2561 top1 6.250 top5 0.781 | Epoch: [82][124/553] Time 2.482 Data 0.008 Err 0.2165 top1 6.250 top5 1.562 | Epoch: [82][125/553] Time 2.467 Data 0.001 Err 0.2859 top1 9.375 top5 1.562 | Epoch: [82][126/553] Time 2.453 Data 0.001 Err 0.1582 top1 3.906 top5 1.562 | Epoch: [82][127/553] Time 2.466 Data 0.001 Err 0.1449 top1 3.906 top5 0.000 | Epoch: [82][128/553] Time 2.484 Data 0.001 Err 0.3110 top1 10.156 top5 1.562 | Epoch: [82][129/553] Time 2.457 Data 0.001 Err 0.2263 top1 5.469 top5 2.344 | Epoch: [82][130/553] Time 2.483 Data 0.001 Err 0.3385 top1 9.375 top5 3.125 | Epoch: [82][131/553] Time 2.436 Data 0.001 Err 0.1974 top1 5.469 top5 2.344 | Epoch: [82][132/553] Time 2.484 Data 0.001 Err 0.1826 top1 4.688 top5 0.781 | Epoch: [82][133/553] Time 2.461 Data 0.001 Err 0.1634 top1 3.906 top5 0.781 | Epoch: [82][134/553] Time 2.458 Data 0.001 Err 0.1836 top1 6.250 top5 1.562 | Epoch: [82][135/553] Time 2.458 Data 0.001 Err 0.1812 top1 6.250 top5 0.781 | Epoch: [82][136/553] Time 2.476 Data 0.001 Err 0.3671 top1 10.938 top5 2.344 | Epoch: [82][137/553] Time 2.454 Data 0.001 Err 0.1844 top1 4.688 top5 1.562 | Epoch: [82][138/553] Time 2.488 Data 0.001 Err 0.2242 top1 5.469 top5 1.562 | Epoch: [82][139/553] Time 2.449 Data 0.001 Err 0.2019 top1 5.469 top5 2.344 | Epoch: [82][140/553] Time 2.441 Data 0.001 Err 0.2466 top1 4.688 top5 2.344 | Epoch: [82][141/553] Time 2.504 Data 0.001 Err 0.1044 top1 3.125 top5 0.000 | Epoch: [82][142/553] Time 2.440 Data 0.001 Err 0.3951 top1 11.719 top5 3.906 | Epoch: [82][143/553] Time 2.444 Data 0.001 Err 0.2220 top1 4.688 top5 2.344 | Epoch: [82][144/553] Time 2.478 Data 0.001 Err 0.1412 top1 4.688 top5 0.781 | Epoch: [82][145/553] Time 2.436 Data 0.001 Err 0.1802 top1 7.031 top5 0.781 | Epoch: [82][146/553] Time 2.443 Data 0.001 Err 0.2997 top1 7.031 top5 3.125 | Epoch: [82][147/553] Time 2.467 Data 0.001 Err 0.1638 top1 5.469 top5 0.000 | Epoch: [82][148/553] Time 2.484 Data 0.001 Err 0.2949 top1 8.594 top5 1.562 | Epoch: [82][149/553] Time 2.467 Data 0.001 Err 0.1611 top1 3.906 top5 0.781 | Epoch: [82][150/553] Time 2.444 Data 0.001 Err 0.1510 top1 4.688 top5 0.781 | Epoch: [82][151/553] Time 2.479 Data 0.001 Err 0.2663 top1 4.688 top5 3.125 | Epoch: [82][152/553] Time 2.520 Data 0.001 Err 0.2520 top1 4.688 top5 2.344 | Epoch: [82][153/553] Time 2.508 Data 0.001 Err 0.2485 top1 7.031 top5 3.125 | Epoch: [82][154/553] Time 2.443 Data 0.001 Err 0.2079 top1 6.250 top5 1.562 | Epoch: [82][155/553] Time 2.477 Data 0.001 Err 0.2558 top1 7.812 top5 1.562 | Epoch: [82][156/553] Time 2.438 Data 0.000 Err 0.2491 top1 6.250 top5 1.562 | Epoch: [82][157/553] Time 2.482 Data 0.001 Err 0.2946 top1 8.594 top5 3.125 | Epoch: [82][158/553] Time 2.448 Data 0.001 Err 0.1681 top1 3.906 top5 0.781 | Epoch: [82][159/553] Time 2.453 Data 0.001 Err 0.1724 top1 7.031 top5 0.781 | Epoch: [82][160/553] Time 2.439 Data 0.001 Err 0.2413 top1 4.688 top5 1.562 | Epoch: [82][161/553] Time 2.437 Data 0.001 Err 0.1877 top1 5.469 top5 1.562 | Epoch: [82][162/553] Time 2.454 Data 0.004 Err 0.2870 top1 7.031 top5 2.344 | Epoch: [82][163/553] Time 2.451 Data 0.001 Err 0.2855 top1 6.250 top5 2.344 | Epoch: [82][164/553] Time 2.470 Data 0.001 Err 0.3036 top1 9.375 top5 2.344 | Epoch: [82][165/553] Time 2.480 Data 0.001 Err 0.3378 top1 8.594 top5 2.344 | Epoch: [82][166/553] Time 2.481 Data 0.001 Err 0.1674 top1 5.469 top5 0.000 | Epoch: [82][167/553] Time 2.510 Data 0.001 Err 0.2456 top1 7.031 top5 1.562 | Epoch: [82][168/553] Time 2.443 Data 0.001 Err 0.1443 top1 3.906 top5 0.000 | Epoch: [82][169/553] Time 2.442 Data 0.001 Err 0.1819 top1 4.688 top5 0.781 | Epoch: [82][170/553] Time 2.441 Data 0.001 Err 0.1882 top1 3.125 top5 1.562 | Epoch: [82][171/553] Time 2.481 Data 0.001 Err 0.2791 top1 6.250 top5 3.125 | Epoch: [82][172/553] Time 2.503 Data 0.001 Err 0.2265 top1 6.250 top5 0.000 | Epoch: [82][173/553] Time 2.450 Data 0.001 Err 0.2314 top1 6.250 top5 0.781 | Epoch: [82][174/553] Time 2.443 Data 0.001 Err 0.2712 top1 7.812 top5 1.562 | Epoch: [82][175/553] Time 2.441 Data 0.001 Err 0.2270 top1 7.812 top5 1.562 | Epoch: [82][176/553] Time 2.479 Data 0.001 Err 0.1916 top1 7.031 top5 0.781 | Epoch: [82][177/553] Time 2.459 Data 0.001 Err 0.3196 top1 9.375 top5 3.125 | Epoch: [82][178/553] Time 2.438 Data 0.001 Err 0.2578 top1 5.469 top5 3.125 | Epoch: [82][179/553] Time 2.489 Data 0.001 Err 0.1981 top1 5.469 top5 2.344 | Epoch: [82][180/553] Time 2.478 Data 0.001 Err 0.2396 top1 6.250 top5 1.562 | Epoch: [82][181/553] Time 2.444 Data 0.008 Err 0.4000 top1 10.156 top5 5.469 | Epoch: [82][182/553] Time 2.490 Data 0.000 Err 0.2721 top1 5.469 top5 3.125 | Epoch: [82][183/553] Time 2.446 Data 0.001 Err 0.1772 top1 4.688 top5 1.562 | Epoch: [82][184/553] Time 2.449 Data 0.001 Err 0.0997 top1 3.125 top5 0.000 | Epoch: [82][185/553] Time 2.442 Data 0.001 Err 0.2338 top1 4.688 top5 3.125 | Epoch: [82][186/553] Time 2.443 Data 0.001 Err 0.4215 top1 10.156 top5 4.688 | Epoch: [82][187/553] Time 2.450 Data 0.001 Err 0.1789 top1 5.469 top5 2.344 | Epoch: [82][188/553] Time 2.467 Data 0.001 Err 0.2527 top1 6.250 top5 3.125 | Epoch: [82][189/553] Time 2.447 Data 0.001 Err 0.2325 top1 6.250 top5 1.562 | Epoch: [82][190/553] Time 2.441 Data 0.001 Err 0.2340 top1 4.688 top5 3.125 | Epoch: [82][191/553] Time 2.443 Data 0.001 Err 0.2880 top1 8.594 top5 2.344 | Epoch: [82][192/553] Time 2.476 Data 0.001 Err 0.2065 top1 5.469 top5 1.562 | Epoch: [82][193/553] Time 2.498 Data 0.001 Err 0.4392 top1 10.156 top5 3.906 | Epoch: [82][194/553] Time 2.451 Data 0.001 Err 0.1599 top1 2.344 top5 0.781 | Epoch: [82][195/553] Time 2.466 Data 0.001 Err 0.2958 top1 8.594 top5 3.906 | Epoch: [82][196/553] Time 2.481 Data 0.001 Err 0.1154 top1 3.906 top5 1.562 | Epoch: [82][197/553] Time 2.483 Data 0.001 Err 0.2245 top1 4.688 top5 0.781 | Epoch: [82][198/553] Time 2.488 Data 0.001 Err 0.2410 top1 7.812 top5 0.781 | Epoch: [82][199/553] Time 2.438 Data 0.001 Err 0.1587 top1 3.125 top5 1.562 | Epoch: [82][200/553] Time 2.465 Data 0.003 Err 0.2302 top1 7.031 top5 1.562 | Epoch: [82][201/553] Time 2.446 Data 0.001 Err 0.2234 top1 4.688 top5 1.562 | Epoch: [82][202/553] Time 2.484 Data 0.001 Err 0.2620 top1 5.469 top5 1.562 | Epoch: [82][203/553] Time 2.449 Data 0.001 Err 0.3212 top1 8.594 top5 3.125 | Epoch: [82][204/553] Time 2.479 Data 0.001 Err 0.2971 top1 10.156 top5 2.344 | Epoch: [82][205/553] Time 2.476 Data 0.001 Err 0.1728 top1 3.906 top5 1.562 | Epoch: [82][206/553] Time 2.443 Data 0.001 Err 0.2508 top1 7.031 top5 3.125 | Epoch: [82][207/553] Time 2.448 Data 0.001 Err 0.2427 top1 5.469 top5 1.562 | Epoch: [82][208/553] Time 2.481 Data 0.001 Err 0.2046 top1 4.688 top5 1.562 | Epoch: [82][209/553] Time 2.502 Data 0.001 Err 0.3054 top1 7.031 top5 3.125 | Epoch: [82][210/553] Time 2.443 Data 0.001 Err 0.2100 top1 4.688 top5 1.562 | Epoch: [82][211/553] Time 2.469 Data 0.001 Err 0.2644 top1 5.469 top5 2.344 | Epoch: [82][212/553] Time 2.485 Data 0.000 Err 0.1882 top1 5.469 top5 1.562 | Epoch: [82][213/553] Time 2.450 Data 0.001 Err 0.3191 top1 9.375 top5 3.906 | Epoch: [82][214/553] Time 2.449 Data 0.001 Err 0.2873 top1 8.594 top5 3.125 | Epoch: [82][215/553] Time 2.445 Data 0.001 Err 0.1411 top1 3.125 top5 0.000 | Epoch: [82][216/553] Time 2.475 Data 0.001 Err 0.1203 top1 3.125 top5 0.000 | Epoch: [82][217/553] Time 2.445 Data 0.001 Err 0.3108 top1 6.250 top5 2.344 | Epoch: [82][218/553] Time 2.439 Data 0.001 Err 0.2001 top1 3.125 top5 1.562 | Epoch: [82][219/553] Time 2.470 Data 0.001 Err 0.2281 top1 7.031 top5 1.562 | Epoch: [82][220/553] Time 2.490 Data 0.001 Err 0.1829 top1 5.469 top5 0.000 | Epoch: [82][221/553] Time 2.487 Data 0.001 Err 0.2565 top1 5.469 top5 3.125 | Epoch: [82][222/553] Time 2.438 Data 0.001 Err 0.2883 top1 8.594 top5 2.344 | Epoch: [82][223/553] Time 2.459 Data 0.001 Err 0.1598 top1 5.469 top5 0.000 | Epoch: [82][224/553] Time 2.500 Data 0.001 Err 0.3025 top1 9.375 top5 3.125 | Epoch: [82][225/553] Time 2.452 Data 0.001 Err 0.2404 top1 7.031 top5 1.562 | Epoch: [82][226/553] Time 2.441 Data 0.001 Err 0.2945 top1 8.594 top5 1.562 | Epoch: [82][227/553] Time 2.487 Data 0.001 Err 0.1656 top1 5.469 top5 0.781 | Epoch: [82][228/553] Time 2.487 Data 0.001 Err 0.2307 top1 5.469 top5 0.781 | Epoch: [82][229/553] Time 2.452 Data 0.001 Err 0.1908 top1 4.688 top5 1.562 | Epoch: [82][230/553] Time 2.433 Data 0.001 Err 0.2864 top1 6.250 top5 2.344 | Epoch: [82][231/553] Time 2.447 Data 0.001 Err 0.2047 top1 5.469 top5 2.344 | Epoch: [82][232/553] Time 2.467 Data 0.001 Err 0.1856 top1 6.250 top5 0.000 | Epoch: [82][233/553] Time 2.450 Data 0.001 Err 0.1701 top1 6.250 top5 0.781 | Epoch: [82][234/553] Time 2.445 Data 0.001 Err 0.2421 top1 6.250 top5 0.781 | Epoch: [82][235/553] Time 2.470 Data 0.001 Err 0.2631 top1 5.469 top5 2.344 | Epoch: [82][236/553] Time 2.480 Data 0.001 Err 0.2257 top1 4.688 top5 1.562 | Epoch: [82][237/553] Time 2.438 Data 0.001 Err 0.2232 top1 7.031 top5 1.562 | Epoch: [82][238/553] Time 2.445 Data 0.005 Err 0.3393 top1 10.156 top5 2.344 | Epoch: [82][239/553] Time 2.452 Data 0.001 Err 0.3169 top1 9.375 top5 3.125 | Epoch: [82][240/553] Time 2.478 Data 0.001 Err 0.1897 top1 5.469 top5 0.000 | Epoch: [82][241/553] Time 2.506 Data 0.001 Err 0.0998 top1 1.562 top5 0.781 | Epoch: [82][242/553] Time 2.456 Data 0.000 Err 0.3824 top1 11.719 top5 4.688 | Epoch: [82][243/553] Time 2.445 Data 0.001 Err 0.3196 top1 7.812 top5 5.469 | Epoch: [82][244/553] Time 2.469 Data 0.001 Err 0.1417 top1 5.469 top5 0.781 | Epoch: [82][245/553] Time 2.436 Data 0.001 Err 0.3215 top1 9.375 top5 1.562 | Epoch: [82][246/553] Time 2.437 Data 0.001 Err 0.4234 top1 11.719 top5 4.688 | Epoch: [82][247/553] Time 2.468 Data 0.001 Err 0.1405 top1 3.125 top5 0.000 | Epoch: [82][248/553] Time 2.453 Data 0.001 Err 0.3306 top1 8.594 top5 2.344 | Epoch: [82][249/553] Time 2.476 Data 0.001 Err 0.3833 top1 9.375 top5 5.469 | Epoch: [82][250/553] Time 2.536 Data 0.001 Err 0.3273 top1 7.812 top5 0.781 | Epoch: [82][251/553] Time 2.479 Data 0.001 Err 0.2568 top1 5.469 top5 2.344 | Epoch: [82][252/553] Time 2.510 Data 0.001 Err 0.1556 top1 3.125 top5 0.781 | Epoch: [82][253/553] Time 2.511 Data 0.001 Err 0.2120 top1 6.250 top5 3.125 | Epoch: [82][254/553] Time 2.439 Data 0.001 Err 0.3370 top1 9.375 top5 3.906 | Epoch: [82][255/553] Time 2.450 Data 0.001 Err 0.2593 top1 6.250 top5 2.344 | Epoch: [82][256/553] Time 2.484 Data 0.001 Err 0.2033 top1 6.250 top5 0.000 | Epoch: [82][257/553] Time 2.492 Data 0.005 Err 0.1292 top1 3.906 top5 0.781 | Epoch: [82][258/553] Time 2.442 Data 0.001 Err 0.4129 top1 10.156 top5 5.469 | Epoch: [82][259/553] Time 2.460 Data 0.001 Err 0.1504 top1 5.469 top5 0.000 | Epoch: [82][260/553] Time 2.475 Data 0.001 Err 0.2311 top1 3.906 top5 2.344 | Epoch: [82][261/553] Time 2.498 Data 0.001 Err 0.1673 top1 2.344 top5 1.562 | Epoch: [82][262/553] Time 2.450 Data 0.001 Err 0.1955 top1 4.688 top5 2.344 | Epoch: [82][263/553] Time 2.488 Data 0.001 Err 0.3288 top1 7.812 top5 3.906 | Epoch: [82][264/553] Time 2.438 Data 0.001 Err 0.1357 top1 3.125 top5 0.781 | Epoch: [82][265/553] Time 2.474 Data 0.001 Err 0.2669 top1 7.031 top5 2.344 | Epoch: [82][266/553] Time 2.443 Data 0.001 Err 0.2167 top1 4.688 top5 2.344 | Epoch: [82][267/553] Time 2.492 Data 0.001 Err 0.2128 top1 3.906 top5 2.344 | Epoch: [82][268/553] Time 2.463 Data 0.001 Err 0.1945 top1 5.469 top5 1.562 | Epoch: [82][269/553] Time 2.507 Data 0.001 Err 0.3167 top1 9.375 top5 1.562 | Epoch: [82][270/553] Time 2.489 Data 0.001 Err 0.2496 top1 5.469 top5 0.781 | Epoch: [82][271/553] Time 2.446 Data 0.001 Err 0.2303 top1 5.469 top5 1.562 | Epoch: [82][272/553] Time 2.446 Data 0.001 Err 0.2988 top1 8.594 top5 3.125 | Epoch: [82][273/553] Time 2.489 Data 0.001 Err 0.3221 top1 7.812 top5 3.125 | Epoch: [82][274/553] Time 2.444 Data 0.001 Err 0.1287 top1 3.906 top5 0.781 | Epoch: [82][275/553] Time 2.453 Data 0.001 Err 0.2432 top1 7.031 top5 0.781 | Epoch: [82][276/553] Time 2.463 Data 0.006 Err 0.1905 top1 5.469 top5 1.562 | Epoch: [82][277/553] Time 2.495 Data 0.001 Err 0.1350 top1 3.125 top5 1.562 | Epoch: [82][278/553] Time 2.448 Data 0.001 Err 0.2094 top1 5.469 top5 1.562 | Epoch: [82][279/553] Time 2.524 Data 0.001 Err 0.2985 top1 7.812 top5 4.688 | Epoch: [82][280/553] Time 2.452 Data 0.001 Err 0.1853 top1 3.906 top5 0.781 | Epoch: [82][281/553] Time 2.447 Data 0.001 Err 0.1866 top1 3.906 top5 1.562 | Epoch: [82][282/553] Time 2.444 Data 0.001 Err 0.2619 top1 6.250 top5 2.344 | Epoch: [82][283/553] Time 2.441 Data 0.001 Err 0.1754 top1 4.688 top5 0.781 | Epoch: [82][284/553] Time 2.500 Data 0.001 Err 0.3768 top1 6.250 top5 4.688 | Epoch: [82][285/553] Time 2.485 Data 0.001 Err 0.2502 top1 7.031 top5 1.562 | Epoch: [82][286/553] Time 2.499 Data 0.001 Err 0.2343 top1 5.469 top5 1.562 | Epoch: [82][287/553] Time 2.469 Data 0.001 Err 0.2218 top1 3.906 top5 0.781 | Epoch: [82][288/553] Time 2.447 Data 0.001 Err 0.4362 top1 10.156 top5 3.125 | Epoch: [82][289/553] Time 2.459 Data 0.001 Err 0.1900 top1 5.469 top5 0.781 | Epoch: [82][290/553] Time 2.454 Data 0.001 Err 0.1363 top1 2.344 top5 0.781 | Epoch: [82][291/553] Time 2.486 Data 0.001 Err 0.3251 top1 9.375 top5 3.125 | Epoch: [82][292/553] Time 2.440 Data 0.001 Err 0.1934 top1 5.469 top5 1.562 | Epoch: [82][293/553] Time 2.492 Data 0.001 Err 0.2434 top1 10.156 top5 0.781 | Epoch: [82][294/553] Time 2.442 Data 0.001 Err 0.3831 top1 9.375 top5 4.688 | Epoch: [82][295/553] Time 2.473 Data 0.001 Err 0.2850 top1 6.250 top5 2.344 | Epoch: [82][296/553] Time 2.504 Data 0.001 Err 0.2187 top1 4.688 top5 2.344 | Epoch: [82][297/553] Time 2.449 Data 0.001 Err 0.3084 top1 6.250 top5 3.906 | Epoch: [82][298/553] Time 2.442 Data 0.000 Err 0.1779 top1 3.906 top5 1.562 | Epoch: [82][299/553] Time 2.480 Data 0.001 Err 0.2103 top1 5.469 top5 1.562 | Epoch: [82][300/553] Time 2.465 Data 0.001 Err 0.2433 top1 7.812 top5 0.781 | Epoch: [82][301/553] Time 2.482 Data 0.001 Err 0.1738 top1 4.688 top5 0.781 | Epoch: [82][302/553] Time 2.443 Data 0.000 Err 0.1813 top1 3.906 top5 2.344 | Epoch: [82][303/553] Time 2.477 Data 0.001 Err 0.3038 top1 9.375 top5 2.344 | Epoch: [82][304/553] Time 2.445 Data 0.001 Err 0.1140 top1 2.344 top5 0.000 | Epoch: [82][305/553] Time 2.515 Data 0.001 Err 0.2569 top1 7.031 top5 2.344 | Epoch: [82][306/553] Time 2.441 Data 0.001 Err 0.3219 top1 7.031 top5 3.125 | Epoch: [82][307/553] Time 2.484 Data 0.001 Err 0.1499 top1 3.125 top5 1.562 | Epoch: [82][308/553] Time 2.460 Data 0.001 Err 0.3642 top1 10.156 top5 3.906 | Epoch: [82][309/553] Time 2.481 Data 0.001 Err 0.2052 top1 6.250 top5 0.781 | Epoch: [82][310/553] Time 2.454 Data 0.001 Err 0.1646 top1 4.688 top5 0.781 | Epoch: [82][311/553] Time 2.462 Data 0.001 Err 0.3141 top1 7.812 top5 4.688 | Epoch: [82][312/553] Time 2.503 Data 0.000 Err 0.1631 top1 5.469 top5 0.000 | Epoch: [82][313/553] Time 2.439 Data 0.001 Err 0.2607 top1 6.250 top5 0.781 | Epoch: [82][314/553] Time 2.446 Data 0.003 Err 0.2207 top1 5.469 top5 2.344 | Epoch: [82][315/553] Time 2.478 Data 0.001 Err 0.1642 top1 5.469 top5 0.781 | Epoch: [82][316/553] Time 2.477 Data 0.001 Err 0.0917 top1 3.125 top5 0.000 | Epoch: [82][317/553] Time 2.439 Data 0.001 Err 0.3714 top1 9.375 top5 4.688 | Epoch: [82][318/553] Time 2.481 Data 0.001 Err 0.2708 top1 7.812 top5 0.781 | Epoch: [82][319/553] Time 2.441 Data 0.001 Err 0.1854 top1 3.906 top5 0.781 | Epoch: [82][320/553] Time 2.443 Data 0.001 Err 0.2723 top1 7.031 top5 1.562 | Epoch: [82][321/553] Time 2.439 Data 0.001 Err 0.3367 top1 7.812 top5 3.906 | Epoch: [82][322/553] Time 2.439 Data 0.001 Err 0.1738 top1 4.688 top5 1.562 | Epoch: [82][323/553] Time 2.458 Data 0.001 Err 0.2641 top1 7.031 top5 3.125 | Epoch: [82][324/553] Time 2.454 Data 0.001 Err 0.2349 top1 5.469 top5 1.562 | Epoch: [82][325/553] Time 2.476 Data 0.000 Err 0.1763 top1 6.250 top5 0.000 | Epoch: [82][326/553] Time 2.447 Data 0.001 Err 0.3056 top1 7.812 top5 3.125 | Epoch: [82][327/553] Time 2.438 Data 0.001 Err 0.1980 top1 5.469 top5 1.562 | Epoch: [82][328/553] Time 2.434 Data 0.001 Err 0.2566 top1 6.250 top5 2.344 | Epoch: [82][329/553] Time 2.435 Data 0.001 Err 0.2393 top1 6.250 top5 1.562 | Epoch: [82][330/553] Time 2.456 Data 0.001 Err 0.1849 top1 3.125 top5 0.781 | Epoch: [82][331/553] Time 2.481 Data 0.000 Err 0.2699 top1 7.031 top5 2.344 | Epoch: [82][332/553] Time 2.448 Data 0.001 Err 0.2545 top1 5.469 top5 1.562 | Epoch: [82][333/553] Time 2.450 Data 0.002 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [82][334/553] Time 2.540 Data 0.001 Err 0.0769 top1 0.781 top5 0.000 | Epoch: [82][335/553] Time 2.444 Data 0.001 Err 0.3006 top1 7.812 top5 1.562 | Epoch: [82][336/553] Time 2.443 Data 0.001 Err 0.2802 top1 7.031 top5 0.781 | Epoch: [82][337/553] Time 2.450 Data 0.001 Err 0.2806 top1 8.594 top5 3.125 | Epoch: [82][338/553] Time 2.451 Data 0.001 Err 0.3124 top1 8.594 top5 3.125 | Epoch: [82][339/553] Time 2.443 Data 0.001 Err 0.3133 top1 10.156 top5 3.125 | Epoch: [82][340/553] Time 2.434 Data 0.001 Err 0.2245 top1 5.469 top5 1.562 | Epoch: [82][341/553] Time 2.449 Data 0.001 Err 0.2443 top1 5.469 top5 1.562 | Epoch: [82][342/553] Time 2.450 Data 0.001 Err 0.4227 top1 11.719 top5 3.125 | Epoch: [82][343/553] Time 2.461 Data 0.001 Err 0.3308 top1 7.812 top5 3.125 | Epoch: [82][344/553] Time 2.463 Data 0.000 Err 0.1711 top1 3.125 top5 1.562 | Epoch: [82][345/553] Time 2.445 Data 0.001 Err 0.3032 top1 9.375 top5 3.125 | Epoch: [82][346/553] Time 2.440 Data 0.001 Err 0.2859 top1 7.812 top5 3.906 | Epoch: [82][347/553] Time 2.517 Data 0.001 Err 0.1699 top1 4.688 top5 0.781 | Epoch: [82][348/553] Time 2.465 Data 0.001 Err 0.3337 top1 7.031 top5 4.688 | Epoch: [82][349/553] Time 2.494 Data 0.001 Err 0.2207 top1 5.469 top5 0.781 | Epoch: [82][350/553] Time 2.453 Data 0.001 Err 0.2602 top1 7.031 top5 3.125 | Epoch: [82][351/553] Time 2.433 Data 0.001 Err 0.2345 top1 6.250 top5 1.562 | Epoch: [82][352/553] Time 2.441 Data 0.001 Err 0.1368 top1 3.125 top5 0.781 | Epoch: [82][353/553] Time 2.442 Data 0.001 Err 0.2047 top1 6.250 top5 1.562 | Epoch: [82][354/553] Time 2.446 Data 0.001 Err 0.3162 top1 5.469 top5 4.688 | Epoch: [82][355/553] Time 2.485 Data 0.001 Err 0.2512 top1 3.906 top5 3.906 | Epoch: [82][356/553] Time 2.445 Data 0.000 Err 0.3273 top1 8.594 top5 3.125 | Epoch: [82][357/553] Time 2.490 Data 0.001 Err 0.2555 top1 7.031 top5 1.562 | Epoch: [82][358/553] Time 2.441 Data 0.001 Err 0.2335 top1 5.469 top5 2.344 | Epoch: [82][359/553] Time 2.449 Data 0.001 Err 0.2233 top1 5.469 top5 3.125 | Epoch: [82][360/553] Time 2.505 Data 0.001 Err 0.2593 top1 5.469 top5 1.562 | Epoch: [82][361/553] Time 2.438 Data 0.001 Err 0.1787 top1 6.250 top5 0.781 | Epoch: [82][362/553] Time 2.458 Data 0.001 Err 0.1561 top1 3.906 top5 0.000 | Epoch: [82][363/553] Time 2.445 Data 0.001 Err 0.2696 top1 9.375 top5 1.562 | Epoch: [82][364/553] Time 2.467 Data 0.001 Err 0.3469 top1 7.812 top5 3.125 | Epoch: [82][365/553] Time 2.448 Data 0.001 Err 0.2154 top1 6.250 top5 0.781 | Epoch: [82][366/553] Time 2.453 Data 0.001 Err 0.3697 top1 7.812 top5 3.125 | Epoch: [82][367/553] Time 2.473 Data 0.001 Err 0.1291 top1 3.125 top5 1.562 | Epoch: [82][368/553] Time 2.443 Data 0.000 Err 0.1870 top1 5.469 top5 0.781 | Epoch: [82][369/553] Time 2.473 Data 0.001 Err 0.3086 top1 8.594 top5 2.344 | Epoch: [82][370/553] Time 2.438 Data 0.001 Err 0.2355 top1 4.688 top5 0.781 | Epoch: [82][371/553] Time 2.444 Data 0.002 Err 0.2422 top1 7.031 top5 2.344 | Epoch: [82][372/553] Time 2.449 Data 0.001 Err 0.2825 top1 5.469 top5 3.125 | Epoch: [82][373/553] Time 2.444 Data 0.001 Err 0.2075 top1 6.250 top5 1.562 | Epoch: [82][374/553] Time 2.452 Data 0.001 Err 0.1500 top1 2.344 top5 0.781 | Epoch: [82][375/553] Time 2.523 Data 0.001 Err 0.1776 top1 3.906 top5 2.344 | Epoch: [82][376/553] Time 2.439 Data 0.001 Err 0.3126 top1 7.812 top5 3.125 | Epoch: [82][377/553] Time 2.470 Data 0.001 Err 0.2773 top1 8.594 top5 1.562 | Epoch: [82][378/553] Time 2.446 Data 0.001 Err 0.3877 top1 8.594 top5 3.125 | Epoch: [82][379/553] Time 2.448 Data 0.001 Err 0.2785 top1 8.594 top5 2.344 | Epoch: [82][380/553] Time 2.459 Data 0.001 Err 0.2536 top1 5.469 top5 2.344 | Epoch: [82][381/553] Time 2.475 Data 0.001 Err 0.2911 top1 10.156 top5 1.562 | Epoch: [82][382/553] Time 2.444 Data 0.001 Err 0.2019 top1 3.906 top5 2.344 | Epoch: [82][383/553] Time 2.456 Data 0.001 Err 0.3432 top1 7.812 top5 3.125 | Epoch: [82][384/553] Time 2.489 Data 0.001 Err 0.2153 top1 6.250 top5 2.344 | Epoch: [82][385/553] Time 2.479 Data 0.000 Err 0.3222 top1 6.250 top5 2.344 | Epoch: [82][386/553] Time 2.445 Data 0.001 Err 0.4892 top1 11.719 top5 5.469 | Epoch: [82][387/553] Time 2.447 Data 0.001 Err 0.2579 top1 4.688 top5 2.344 | Epoch: [82][388/553] Time 2.460 Data 0.001 Err 0.1733 top1 4.688 top5 0.781 | Epoch: [82][389/553] Time 2.445 Data 0.001 Err 0.2481 top1 7.812 top5 1.562 | Epoch: [82][390/553] Time 2.448 Data 0.001 Err 0.2116 top1 5.469 top5 0.781 | Epoch: [82][391/553] Time 2.459 Data 0.000 Err 0.1993 top1 4.688 top5 0.781 | Epoch: [82][392/553] Time 2.445 Data 0.001 Err 0.3133 top1 10.938 top5 2.344 | Epoch: [82][393/553] Time 2.437 Data 0.001 Err 0.2926 top1 9.375 top5 3.125 | Epoch: [82][394/553] Time 2.474 Data 0.001 Err 0.2268 top1 7.031 top5 2.344 | Epoch: [82][395/553] Time 2.453 Data 0.001 Err 0.1717 top1 4.688 top5 0.781 | Epoch: [82][396/553] Time 2.438 Data 0.001 Err 0.2177 top1 3.906 top5 2.344 | Epoch: [82][397/553] Time 2.438 Data 0.001 Err 0.1496 top1 3.125 top5 1.562 | Epoch: [82][398/553] Time 2.445 Data 0.001 Err 0.2231 top1 5.469 top5 0.000 | Epoch: [82][399/553] Time 2.501 Data 0.001 Err 0.0812 top1 0.781 top5 0.000 | Epoch: [82][400/553] Time 2.494 Data 0.001 Err 0.2735 top1 5.469 top5 2.344 | Epoch: [82][401/553] Time 2.452 Data 0.001 Err 0.1613 top1 4.688 top5 0.000 | Epoch: [82][402/553] Time 2.470 Data 0.001 Err 0.2327 top1 6.250 top5 0.781 | Epoch: [82][403/553] Time 2.475 Data 0.001 Err 0.2673 top1 7.812 top5 1.562 | Epoch: [82][404/553] Time 2.446 Data 0.001 Err 0.2389 top1 7.031 top5 3.125 | Epoch: [82][405/553] Time 2.512 Data 0.001 Err 0.2343 top1 7.812 top5 1.562 | Epoch: [82][406/553] Time 2.440 Data 0.001 Err 0.3442 top1 10.938 top5 3.125 | Epoch: [82][407/553] Time 2.451 Data 0.001 Err 0.1596 top1 4.688 top5 1.562 | Epoch: [82][408/553] Time 2.445 Data 0.001 Err 0.1721 top1 3.906 top5 1.562 | Epoch: [82][409/553] Time 2.486 Data 0.001 Err 0.1919 top1 5.469 top5 0.781 | Epoch: [82][410/553] Time 2.437 Data 0.001 Err 0.1908 top1 6.250 top5 0.781 | Epoch: [82][411/553] Time 2.490 Data 0.001 Err 0.1921 top1 4.688 top5 1.562 | Epoch: [82][412/553] Time 2.462 Data 0.000 Err 0.2117 top1 5.469 top5 2.344 | Epoch: [82][413/553] Time 2.521 Data 0.001 Err 0.3734 top1 10.156 top5 2.344 | Epoch: [82][414/553] Time 2.445 Data 0.001 Err 0.0613 top1 0.000 top5 0.000 | Epoch: [82][415/553] Time 2.457 Data 0.001 Err 0.3557 top1 7.812 top5 3.906 | Epoch: [82][416/553] Time 2.452 Data 0.001 Err 0.2344 top1 5.469 top5 3.906 | Epoch: [82][417/553] Time 2.479 Data 0.001 Err 0.2285 top1 5.469 top5 0.000 | Epoch: [82][418/553] Time 2.491 Data 0.001 Err 0.3952 top1 8.594 top5 4.688 | Epoch: [82][419/553] Time 2.486 Data 0.001 Err 0.1902 top1 7.031 top5 0.000 | Epoch: [82][420/553] Time 2.462 Data 0.001 Err 0.2529 top1 8.594 top5 1.562 | Epoch: [82][421/553] Time 2.478 Data 0.001 Err 0.1819 top1 3.906 top5 1.562 | Epoch: [82][422/553] Time 2.445 Data 0.001 Err 0.2853 top1 6.250 top5 3.125 | Epoch: [82][423/553] Time 2.446 Data 0.000 Err 0.2566 top1 6.250 top5 2.344 | Epoch: [82][424/553] Time 2.459 Data 0.001 Err 0.2285 top1 7.031 top5 1.562 | Epoch: [82][425/553] Time 2.466 Data 0.001 Err 0.2317 top1 6.250 top5 2.344 | Epoch: [82][426/553] Time 2.443 Data 0.000 Err 0.2673 top1 7.031 top5 3.125 | Epoch: [82][427/553] Time 2.491 Data 0.001 Err 0.3007 top1 7.812 top5 3.125 | Epoch: [82][428/553] Time 2.454 Data 0.004 Err 0.2141 top1 4.688 top5 1.562 | Epoch: [82][429/553] Time 2.468 Data 0.001 Err 0.2383 top1 5.469 top5 2.344 | Epoch: [82][430/553] Time 2.455 Data 0.001 Err 0.5270 top1 12.500 top5 6.250 | Epoch: [82][431/553] Time 2.488 Data 0.001 Err 0.3258 top1 8.594 top5 3.125 | Epoch: [82][432/553] Time 2.445 Data 0.001 Err 0.2226 top1 6.250 top5 2.344 | Epoch: [82][433/553] Time 2.454 Data 0.001 Err 0.2195 top1 6.250 top5 1.562 | Epoch: [82][434/553] Time 2.482 Data 0.001 Err 0.1863 top1 3.906 top5 0.781 | Epoch: [82][435/553] Time 2.446 Data 0.001 Err 0.2779 top1 7.812 top5 3.125 | Epoch: [82][436/553] Time 2.441 Data 0.001 Err 0.1972 top1 5.469 top5 1.562 | Epoch: [82][437/553] Time 2.478 Data 0.001 Err 0.1851 top1 4.688 top5 0.781 | Epoch: [82][438/553] Time 2.449 Data 0.001 Err 0.1516 top1 3.906 top5 0.000 | Epoch: [82][439/553] Time 2.468 Data 0.000 Err 0.2576 top1 5.469 top5 0.781 | Epoch: [82][440/553] Time 2.476 Data 0.001 Err 0.1925 top1 3.125 top5 1.562 | Epoch: [82][441/553] Time 2.442 Data 0.001 Err 0.2927 top1 10.156 top5 1.562 | Epoch: [82][442/553] Time 2.448 Data 0.001 Err 0.1275 top1 2.344 top5 0.781 | Epoch: [82][443/553] Time 2.477 Data 0.001 Err 0.1862 top1 4.688 top5 1.562 | Epoch: [82][444/553] Time 2.441 Data 0.001 Err 0.1903 top1 4.688 top5 0.781 | Epoch: [82][445/553] Time 2.471 Data 0.001 Err 0.2893 top1 7.812 top5 1.562 | Epoch: [82][446/553] Time 2.482 Data 0.001 Err 0.2687 top1 6.250 top5 3.125 | Epoch: [82][447/553] Time 2.440 Data 0.001 Err 0.2505 top1 4.688 top5 0.781 | Epoch: [82][448/553] Time 2.439 Data 0.001 Err 0.2732 top1 7.031 top5 2.344 | Epoch: [82][449/553] Time 2.467 Data 0.001 Err 0.2532 top1 5.469 top5 2.344 | Epoch: [82][450/553] Time 2.453 Data 0.001 Err 0.2393 top1 6.250 top5 2.344 | Epoch: [82][451/553] Time 2.466 Data 0.000 Err 0.1125 top1 2.344 top5 0.000 | Epoch: [82][452/553] Time 2.443 Data 0.001 Err 0.1918 top1 5.469 top5 0.781 | Epoch: [82][453/553] Time 2.442 Data 0.001 Err 0.3304 top1 5.469 top5 4.688 | Epoch: [82][454/553] Time 2.440 Data 0.001 Err 0.4104 top1 11.719 top5 3.125 | Epoch: [82][455/553] Time 2.452 Data 0.001 Err 0.2883 top1 6.250 top5 3.125 | Epoch: [82][456/553] Time 2.439 Data 0.001 Err 0.2811 top1 6.250 top5 3.906 | Epoch: [82][457/553] Time 2.500 Data 0.002 Err 0.2656 top1 7.812 top5 1.562 | Epoch: [82][458/553] Time 2.450 Data 0.001 Err 0.2569 top1 6.250 top5 2.344 | Epoch: [82][459/553] Time 2.439 Data 0.001 Err 0.1881 top1 5.469 top5 1.562 | Epoch: [82][460/553] Time 2.460 Data 0.001 Err 0.2490 top1 5.469 top5 2.344 | Epoch: [82][461/553] Time 2.472 Data 0.001 Err 0.2354 top1 6.250 top5 1.562 | Epoch: [82][462/553] Time 2.450 Data 0.001 Err 0.2716 top1 7.031 top5 1.562 | Epoch: [82][463/553] Time 2.444 Data 0.001 Err 0.1599 top1 4.688 top5 2.344 | Epoch: [82][464/553] Time 2.452 Data 0.001 Err 0.2682 top1 3.906 top5 3.125 | Epoch: [82][465/553] Time 2.440 Data 0.001 Err 0.1301 top1 1.562 top5 1.562 | Epoch: [82][466/553] Time 2.442 Data 0.006 Err 0.2139 top1 6.250 top5 1.562 | Epoch: [82][467/553] Time 2.486 Data 0.001 Err 0.1970 top1 6.250 top5 0.781 | Epoch: [82][468/553] Time 2.457 Data 0.001 Err 0.3280 top1 7.031 top5 2.344 | Epoch: [82][469/553] Time 2.442 Data 0.001 Err 0.1969 top1 4.688 top5 0.781 | Epoch: [82][470/553] Time 2.447 Data 0.000 Err 0.3902 top1 10.156 top5 4.688 | Epoch: [82][471/553] Time 2.463 Data 0.000 Err 0.1889 top1 6.250 top5 1.562 | Epoch: [82][472/553] Time 2.496 Data 0.001 Err 0.2762 top1 7.812 top5 2.344 | Epoch: [82][473/553] Time 2.471 Data 0.001 Err 0.1005 top1 1.562 top5 0.781 | Epoch: [82][474/553] Time 2.457 Data 0.001 Err 0.2145 top1 6.250 top5 0.781 | Epoch: [82][475/553] Time 2.450 Data 0.001 Err 0.2251 top1 7.031 top5 0.781 | Epoch: [82][476/553] Time 2.467 Data 0.001 Err 0.1839 top1 4.688 top5 1.562 | Epoch: [82][477/553] Time 2.482 Data 0.001 Err 0.2478 top1 5.469 top5 3.906 | Epoch: [82][478/553] Time 2.444 Data 0.001 Err 0.2127 top1 5.469 top5 1.562 | Epoch: [82][479/553] Time 2.443 Data 0.001 Err 0.2151 top1 5.469 top5 3.125 | Epoch: [82][480/553] Time 2.455 Data 0.001 Err 0.3072 top1 7.812 top5 1.562 | Epoch: [82][481/553] Time 2.479 Data 0.001 Err 0.3578 top1 9.375 top5 3.125 | Epoch: [82][482/553] Time 2.452 Data 0.001 Err 0.3208 top1 10.156 top5 2.344 | Epoch: [82][483/553] Time 2.496 Data 0.001 Err 0.1617 top1 5.469 top5 0.781 | Epoch: [82][484/553] Time 2.442 Data 0.001 Err 0.1797 top1 4.688 top5 0.000 | Epoch: [82][485/553] Time 2.456 Data 0.002 Err 0.1687 top1 6.250 top5 0.781 | Epoch: [82][486/553] Time 2.448 Data 0.001 Err 0.3304 top1 9.375 top5 1.562 | Epoch: [82][487/553] Time 2.440 Data 0.001 Err 0.2553 top1 6.250 top5 1.562 | Epoch: [82][488/553] Time 2.458 Data 0.001 Err 0.3110 top1 8.594 top5 1.562 | Epoch: [82][489/553] Time 2.450 Data 0.001 Err 0.2443 top1 7.812 top5 2.344 | Epoch: [82][490/553] Time 2.522 Data 0.000 Err 0.1924 top1 4.688 top5 1.562 | Epoch: [82][491/553] Time 2.514 Data 0.001 Err 0.1871 top1 4.688 top5 1.562 | Epoch: [82][492/553] Time 2.440 Data 0.001 Err 0.2125 top1 6.250 top5 2.344 | Epoch: [82][493/553] Time 2.482 Data 0.001 Err 0.2492 top1 7.031 top5 1.562 | Epoch: [82][494/553] Time 2.444 Data 0.001 Err 0.2080 top1 3.906 top5 2.344 | Epoch: [82][495/553] Time 2.478 Data 0.001 Err 0.3159 top1 7.031 top5 3.125 | Epoch: [82][496/553] Time 2.448 Data 0.001 Err 0.2607 top1 3.125 top5 3.125 | Epoch: [82][497/553] Time 2.445 Data 0.001 Err 0.4706 top1 9.375 top5 4.688 | Epoch: [82][498/553] Time 2.451 Data 0.001 Err 0.3260 top1 8.594 top5 2.344 | Epoch: [82][499/553] Time 2.486 Data 0.001 Err 0.2901 top1 7.031 top5 3.125 | Epoch: [82][500/553] Time 2.463 Data 0.001 Err 0.3288 top1 9.375 top5 2.344 | Epoch: [82][501/553] Time 2.470 Data 0.001 Err 0.2369 top1 3.906 top5 2.344 | Epoch: [82][502/553] Time 2.442 Data 0.001 Err 0.1857 top1 7.031 top5 1.562 | Epoch: [82][503/553] Time 2.471 Data 0.001 Err 0.2242 top1 7.031 top5 0.781 | Epoch: [82][504/553] Time 2.465 Data 0.005 Err 0.2175 top1 7.812 top5 0.781 | Epoch: [82][505/553] Time 2.490 Data 0.001 Err 0.2665 top1 7.812 top5 2.344 | Epoch: [82][506/553] Time 2.458 Data 0.001 Err 0.2442 top1 4.688 top5 1.562 | Epoch: [82][507/553] Time 2.428 Data 0.001 Err 0.1941 top1 4.688 top5 1.562 | Epoch: [82][508/553] Time 2.433 Data 0.001 Err 0.1792 top1 6.250 top5 0.781 | Epoch: [82][509/553] Time 2.475 Data 0.001 Err 0.2525 top1 6.250 top5 2.344 | Epoch: [82][510/553] Time 2.447 Data 0.001 Err 0.2780 top1 5.469 top5 2.344 | Epoch: [82][511/553] Time 2.471 Data 0.001 Err 0.1787 top1 4.688 top5 1.562 | Epoch: [82][512/553] Time 2.500 Data 0.001 Err 0.3065 top1 9.375 top5 2.344 | Epoch: [82][513/553] Time 2.459 Data 0.001 Err 0.3708 top1 9.375 top5 3.125 | Epoch: [82][514/553] Time 2.444 Data 0.001 Err 0.3359 top1 8.594 top5 3.906 | Epoch: [82][515/553] Time 2.472 Data 0.001 Err 0.2686 top1 6.250 top5 3.125 | Epoch: [82][516/553] Time 2.449 Data 0.001 Err 0.2525 top1 5.469 top5 1.562 | Epoch: [82][517/553] Time 2.435 Data 0.001 Err 0.2593 top1 5.469 top5 0.781 | Epoch: [82][518/553] Time 2.452 Data 0.001 Err 0.2012 top1 3.906 top5 1.562 | Epoch: [82][519/553] Time 2.524 Data 0.001 Err 0.3040 top1 7.812 top5 3.125 | Epoch: [82][520/553] Time 2.483 Data 0.001 Err 0.1872 top1 3.125 top5 1.562 | Epoch: [82][521/553] Time 2.463 Data 0.001 Err 0.2327 top1 5.469 top5 2.344 | Epoch: [82][522/553] Time 2.442 Data 0.001 Err 0.2467 top1 6.250 top5 2.344 | Epoch: [82][523/553] Time 2.443 Data 0.003 Err 0.1308 top1 3.906 top5 1.562 | Epoch: [82][524/553] Time 2.477 Data 0.000 Err 0.2381 top1 6.250 top5 1.562 | Epoch: [82][525/553] Time 2.482 Data 0.001 Err 0.2598 top1 6.250 top5 0.781 | Epoch: [82][526/553] Time 2.447 Data 0.001 Err 0.2959 top1 7.812 top5 2.344 | Epoch: [82][527/553] Time 2.453 Data 0.001 Err 0.2900 top1 6.250 top5 3.125 | Epoch: [82][528/553] Time 2.466 Data 0.001 Err 0.1499 top1 3.906 top5 0.781 | Epoch: [82][529/553] Time 2.439 Data 0.001 Err 0.2226 top1 7.031 top5 1.562 | Epoch: [82][530/553] Time 2.455 Data 0.001 Err 0.1803 top1 4.688 top5 2.344 | Epoch: [82][531/553] Time 2.444 Data 0.001 Err 0.2055 top1 4.688 top5 2.344 | Epoch: [82][532/553] Time 2.445 Data 0.001 Err 0.1141 top1 2.344 top5 0.781 | Epoch: [82][533/553] Time 2.464 Data 0.001 Err 0.1691 top1 5.469 top5 1.562 | Epoch: [82][534/553] Time 2.523 Data 0.001 Err 0.3392 top1 7.812 top5 1.562 | Epoch: [82][535/553] Time 2.502 Data 0.001 Err 0.2070 top1 5.469 top5 1.562 | Epoch: [82][536/553] Time 2.446 Data 0.001 Err 0.1770 top1 4.688 top5 0.781 | Epoch: [82][537/553] Time 2.437 Data 0.001 Err 0.2702 top1 9.375 top5 3.125 | Epoch: [82][538/553] Time 2.479 Data 0.001 Err 0.2551 top1 8.594 top5 3.125 | Epoch: [82][539/553] Time 2.495 Data 0.001 Err 0.3276 top1 9.375 top5 1.562 | Epoch: [82][540/553] Time 2.513 Data 0.001 Err 0.3632 top1 10.156 top5 4.688 | Epoch: [82][541/553] Time 2.484 Data 0.001 Err 0.1345 top1 2.344 top5 1.562 | Epoch: [82][542/553] Time 2.492 Data 0.001 Err 0.3045 top1 5.469 top5 3.125 | Epoch: [82][543/553] Time 2.483 Data 0.000 Err 0.4175 top1 7.812 top5 3.906 | Epoch: [82][544/553] Time 2.478 Data 0.000 Err 0.1336 top1 1.562 top5 0.781 | Epoch: [82][545/553] Time 2.494 Data 0.000 Err 0.3159 top1 10.156 top5 0.781 | Epoch: [82][546/553] Time 2.449 Data 0.000 Err 0.1347 top1 4.688 top5 0.000 | Epoch: [82][547/553] Time 2.445 Data 0.000 Err 0.1188 top1 3.125 top5 0.000 | Epoch: [82][548/553] Time 2.440 Data 0.000 Err 0.2698 top1 4.688 top5 2.344 | Epoch: [82][549/553] Time 2.438 Data 0.000 Err 0.1232 top1 3.906 top5 1.562 | Epoch: [82][550/553] Time 2.444 Data 0.000 Err 0.3233 top1 7.812 top5 3.906 | Epoch: [82][551/553] Time 2.448 Data 0.000 Err 0.3283 top1 6.250 top5 2.344 | Epoch: [82][552/553] Time 2.448 Data 0.000 Err 0.2108 top1 7.031 top5 1.562 | Epoch: [82][553/553] Time 1.107 Data 0.000 Err 0.2453 top1 4.545 top5 2.273 | Test: [82][1/198] Time 2.548 Data 1.827 top1 10.938 ( 10.938) top5 3.125 ( 3.125) | Test: [82][2/198] Time 0.720 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 3.125) | Test: [82][3/198] Time 0.719 Data 0.000 top1 8.594 ( 11.198) top5 2.344 ( 2.865) | Test: [82][4/198] Time 0.723 Data 0.002 top1 10.938 ( 11.133) top5 0.781 ( 2.344) | Test: [82][5/198] Time 0.723 Data 0.001 top1 16.406 ( 12.188) top5 3.125 ( 2.500) | Test: [82][6/198] Time 0.714 Data 0.000 top1 10.938 ( 11.979) top5 1.562 ( 2.344) | Test: [82][7/198] Time 0.731 Data 0.001 top1 10.156 ( 11.719) top5 3.125 ( 2.455) | Test: [82][8/198] Time 0.733 Data 0.001 top1 14.844 ( 12.109) top5 0.781 ( 2.246) | Test: [82][9/198] Time 0.750 Data 0.001 top1 13.281 ( 12.240) top5 2.344 ( 2.257) | Test: [82][10/198] Time 0.724 Data 0.001 top1 12.500 ( 12.266) top5 3.125 ( 2.344) | Test: [82][11/198] Time 0.724 Data 0.001 top1 7.812 ( 11.861) top5 3.125 ( 2.415) | Test: [82][12/198] Time 0.803 Data 0.004 top1 15.625 ( 12.174) top5 1.562 ( 2.344) | Test: [82][13/198] Time 0.733 Data 0.001 top1 10.156 ( 12.019) top5 3.125 ( 2.404) | Test: [82][14/198] Time 0.727 Data 0.001 top1 13.281 ( 12.109) top5 3.906 ( 2.511) | Test: [82][15/198] Time 0.766 Data 0.001 top1 18.750 ( 12.552) top5 5.469 ( 2.708) | Test: [82][16/198] Time 0.774 Data 0.000 top1 14.062 ( 12.646) top5 1.562 ( 2.637) | Test: [82][17/198] Time 0.746 Data 0.001 top1 10.938 ( 12.546) top5 1.562 ( 2.574) | Test: [82][18/198] Time 0.751 Data 0.001 top1 9.375 ( 12.370) top5 1.562 ( 2.517) | Test: [82][19/198] Time 0.726 Data 0.001 top1 11.719 ( 12.336) top5 1.562 ( 2.467) | Test: [82][20/198] Time 0.717 Data 0.001 top1 17.188 ( 12.578) top5 3.125 ( 2.500) | Test: [82][21/198] Time 0.711 Data 0.001 top1 13.281 ( 12.612) top5 2.344 ( 2.493) | Test: [82][22/198] Time 0.718 Data 0.001 top1 11.719 ( 12.571) top5 1.562 ( 2.450) | Test: [82][23/198] Time 0.715 Data 0.001 top1 8.594 ( 12.398) top5 0.781 ( 2.378) | Test: [82][24/198] Time 0.804 Data 0.001 top1 8.594 ( 12.240) top5 3.125 ( 2.409) | Test: [82][25/198] Time 0.787 Data 0.001 top1 17.969 ( 12.469) top5 3.906 ( 2.469) | Test: [82][26/198] Time 0.794 Data 0.003 top1 14.062 ( 12.530) top5 3.125 ( 2.494) | Test: [82][27/198] Time 0.735 Data 0.001 top1 16.406 ( 12.674) top5 3.906 ( 2.546) | Test: [82][28/198] Time 0.847 Data 0.003 top1 8.594 ( 12.528) top5 0.781 ( 2.483) | Test: [82][29/198] Time 0.769 Data 0.001 top1 11.719 ( 12.500) top5 2.344 ( 2.478) | Test: [82][30/198] Time 0.763 Data 0.001 top1 12.500 ( 12.500) top5 3.906 ( 2.526) | Test: [82][31/198] Time 0.726 Data 0.001 top1 8.594 ( 12.374) top5 2.344 ( 2.520) | Test: [82][32/198] Time 0.738 Data 0.001 top1 9.375 ( 12.280) top5 3.125 ( 2.539) | Test: [82][33/198] Time 0.736 Data 0.001 top1 11.719 ( 12.263) top5 4.688 ( 2.604) | Test: [82][34/198] Time 0.734 Data 0.001 top1 11.719 ( 12.247) top5 2.344 ( 2.597) | Test: [82][35/198] Time 0.743 Data 0.001 top1 8.594 ( 12.143) top5 1.562 ( 2.567) | Test: [82][36/198] Time 0.773 Data 0.001 top1 12.500 ( 12.153) top5 2.344 ( 2.561) | Test: [82][37/198] Time 0.771 Data 0.001 top1 18.750 ( 12.331) top5 4.688 ( 2.618) | Test: [82][38/198] Time 0.765 Data 0.000 top1 14.844 ( 12.397) top5 5.469 ( 2.693) | Test: [82][39/198] Time 0.721 Data 0.001 top1 12.500 ( 12.400) top5 6.250 ( 2.784) | Test: [82][40/198] Time 0.722 Data 0.001 top1 14.844 ( 12.461) top5 2.344 ( 2.773) | Test: [82][41/198] Time 0.720 Data 0.001 top1 14.062 ( 12.500) top5 0.781 ( 2.725) | Test: [82][42/198] Time 0.723 Data 0.001 top1 21.094 ( 12.705) top5 4.688 ( 2.772) | Test: [82][43/198] Time 0.779 Data 0.001 top1 5.469 ( 12.536) top5 0.781 ( 2.725) | Test: [82][44/198] Time 0.729 Data 0.001 top1 16.406 ( 12.624) top5 1.562 ( 2.699) | Test: [82][45/198] Time 0.728 Data 0.001 top1 18.750 ( 12.760) top5 5.469 ( 2.760) | Test: [82][46/198] Time 0.770 Data 0.001 top1 10.156 ( 12.704) top5 2.344 ( 2.751) | Test: [82][47/198] Time 0.742 Data 0.001 top1 14.844 ( 12.749) top5 3.906 ( 2.776) | Test: [82][48/198] Time 0.811 Data 0.001 top1 12.500 ( 12.744) top5 3.125 ( 2.783) | Test: [82][49/198] Time 0.744 Data 0.001 top1 17.188 ( 12.835) top5 3.125 ( 2.790) | Test: [82][50/198] Time 0.768 Data 0.000 top1 13.281 ( 12.844) top5 2.344 ( 2.781) | Test: [82][51/198] Time 0.724 Data 0.001 top1 16.406 ( 12.914) top5 2.344 ( 2.773) | Test: [82][52/198] Time 0.723 Data 0.001 top1 20.312 ( 13.056) top5 6.250 ( 2.840) | Test: [82][53/198] Time 0.717 Data 0.001 top1 11.719 ( 13.031) top5 2.344 ( 2.830) | Test: [82][54/198] Time 0.732 Data 0.001 top1 10.938 ( 12.992) top5 0.781 ( 2.792) | Test: [82][55/198] Time 0.721 Data 0.001 top1 8.594 ( 12.912) top5 1.562 ( 2.770) | Test: [82][56/198] Time 0.728 Data 0.001 top1 7.812 ( 12.821) top5 0.000 ( 2.720) | Test: [82][57/198] Time 0.733 Data 0.001 top1 12.500 ( 12.815) top5 2.344 ( 2.714) | Test: [82][58/198] Time 0.829 Data 0.001 top1 14.062 ( 12.837) top5 1.562 ( 2.694) | Test: [82][59/198] Time 0.797 Data 0.002 top1 15.625 ( 12.884) top5 3.125 ( 2.701) | Test: [82][60/198] Time 0.828 Data 0.001 top1 14.062 ( 12.904) top5 3.125 ( 2.708) | Test: [82][61/198] Time 0.791 Data 0.001 top1 10.156 ( 12.859) top5 2.344 ( 2.702) | Test: [82][62/198] Time 0.720 Data 0.001 top1 14.844 ( 12.891) top5 4.688 ( 2.734) | Test: [82][63/198] Time 0.720 Data 0.001 top1 15.625 ( 12.934) top5 6.250 ( 2.790) | Test: [82][64/198] Time 0.732 Data 0.001 top1 16.406 ( 12.988) top5 4.688 ( 2.820) | Test: [82][65/198] Time 0.722 Data 0.001 top1 7.812 ( 12.909) top5 1.562 ( 2.800) | Test: [82][66/198] Time 0.719 Data 0.000 top1 14.062 ( 12.926) top5 4.688 ( 2.829) | Test: [82][67/198] Time 0.718 Data 0.001 top1 13.281 ( 12.931) top5 2.344 ( 2.822) | Test: [82][68/198] Time 0.726 Data 0.001 top1 7.031 ( 12.845) top5 0.781 ( 2.792) | Test: [82][69/198] Time 0.720 Data 0.001 top1 11.719 ( 12.828) top5 2.344 ( 2.785) | Test: [82][70/198] Time 0.736 Data 0.001 top1 13.281 ( 12.835) top5 3.125 ( 2.790) | Test: [82][71/198] Time 0.726 Data 0.001 top1 15.625 ( 12.874) top5 2.344 ( 2.784) | Test: [82][72/198] Time 0.748 Data 0.001 top1 14.844 ( 12.901) top5 2.344 ( 2.778) | Test: [82][73/198] Time 0.723 Data 0.001 top1 16.406 ( 12.949) top5 8.594 ( 2.857) | Test: [82][74/198] Time 0.728 Data 0.000 top1 10.156 ( 12.912) top5 2.344 ( 2.851) | Test: [82][75/198] Time 0.721 Data 0.001 top1 12.500 ( 12.906) top5 3.125 ( 2.854) | Test: [82][76/198] Time 0.720 Data 0.001 top1 7.031 ( 12.829) top5 0.781 ( 2.827) | Test: [82][77/198] Time 0.733 Data 0.001 top1 13.281 ( 12.835) top5 3.906 ( 2.841) | Test: [82][78/198] Time 0.794 Data 0.001 top1 11.719 ( 12.821) top5 1.562 ( 2.825) | Test: [82][79/198] Time 0.816 Data 0.001 top1 9.375 ( 12.777) top5 1.562 ( 2.809) | Test: [82][80/198] Time 0.816 Data 0.001 top1 9.375 ( 12.734) top5 0.781 ( 2.783) | Test: [82][81/198] Time 0.737 Data 0.001 top1 9.375 ( 12.693) top5 0.000 ( 2.749) | Test: [82][82/198] Time 0.760 Data 0.001 top1 11.719 ( 12.681) top5 3.125 ( 2.753) | Test: [82][83/198] Time 0.856 Data 0.000 top1 11.719 ( 12.669) top5 2.344 ( 2.748) | Test: [82][84/198] Time 0.744 Data 0.000 top1 14.062 ( 12.686) top5 2.344 ( 2.744) | Test: [82][85/198] Time 0.721 Data 0.001 top1 17.188 ( 12.739) top5 2.344 ( 2.739) | Test: [82][86/198] Time 0.718 Data 0.001 top1 10.156 ( 12.709) top5 0.781 ( 2.716) | Test: [82][87/198] Time 0.717 Data 0.001 top1 11.719 ( 12.698) top5 2.344 ( 2.712) | Test: [82][88/198] Time 0.803 Data 0.001 top1 13.281 ( 12.704) top5 0.781 ( 2.690) | Test: [82][89/198] Time 0.771 Data 0.001 top1 12.500 ( 12.702) top5 1.562 ( 2.677) | Test: [82][90/198] Time 0.741 Data 0.001 top1 8.594 ( 12.656) top5 0.000 ( 2.648) | Test: [82][91/198] Time 0.757 Data 0.001 top1 12.500 ( 12.655) top5 3.125 ( 2.653) | Test: [82][92/198] Time 0.722 Data 0.001 top1 22.656 ( 12.763) top5 3.125 ( 2.658) | Test: [82][93/198] Time 0.720 Data 0.001 top1 7.812 ( 12.710) top5 0.781 ( 2.638) | Test: [82][94/198] Time 0.726 Data 0.001 top1 9.375 ( 12.675) top5 1.562 ( 2.626) | Test: [82][95/198] Time 0.725 Data 0.000 top1 15.625 ( 12.706) top5 1.562 ( 2.615) | Test: [82][96/198] Time 0.722 Data 0.001 top1 8.594 ( 12.663) top5 2.344 ( 2.612) | Test: [82][97/198] Time 0.714 Data 0.001 top1 11.719 ( 12.653) top5 0.781 ( 2.593) | Test: [82][98/198] Time 0.730 Data 0.002 top1 13.281 ( 12.659) top5 2.344 ( 2.591) | Test: [82][99/198] Time 0.716 Data 0.001 top1 10.156 ( 12.634) top5 1.562 ( 2.580) | Test: [82][100/198] Time 0.724 Data 0.002 top1 13.281 ( 12.641) top5 1.562 ( 2.570) | Test: [82][101/198] Time 0.762 Data 0.001 top1 10.938 ( 12.624) top5 1.562 ( 2.560) | Test: [82][102/198] Time 0.792 Data 0.001 top1 11.719 ( 12.615) top5 2.344 ( 2.558) | Test: [82][103/198] Time 0.797 Data 0.001 top1 13.281 ( 12.621) top5 3.906 ( 2.571) | Test: [82][104/198] Time 0.734 Data 0.000 top1 13.281 ( 12.628) top5 1.562 ( 2.562) | Test: [82][105/198] Time 0.724 Data 0.001 top1 9.375 ( 12.597) top5 2.344 ( 2.560) | Test: [82][106/198] Time 0.716 Data 0.001 top1 16.406 ( 12.633) top5 5.469 ( 2.587) | Test: [82][107/198] Time 0.716 Data 0.001 top1 13.281 ( 12.639) top5 3.906 ( 2.599) | Test: [82][108/198] Time 0.777 Data 0.001 top1 9.375 ( 12.609) top5 2.344 ( 2.597) | Test: [82][109/198] Time 0.730 Data 0.001 top1 3.906 ( 12.529) top5 0.781 ( 2.580) | Test: [82][110/198] Time 0.820 Data 0.001 top1 12.500 ( 12.528) top5 3.125 ( 2.585) | Test: [82][111/198] Time 0.740 Data 0.001 top1 14.062 ( 12.542) top5 3.906 ( 2.597) | Test: [82][112/198] Time 0.784 Data 0.001 top1 12.500 ( 12.542) top5 4.688 ( 2.616) | Test: [82][113/198] Time 0.740 Data 0.005 top1 13.281 ( 12.548) top5 0.781 ( 2.600) | Test: [82][114/198] Time 0.768 Data 0.001 top1 10.938 ( 12.534) top5 2.344 ( 2.597) | Test: [82][115/198] Time 0.719 Data 0.001 top1 10.938 ( 12.520) top5 2.344 ( 2.595) | Test: [82][116/198] Time 0.716 Data 0.001 top1 5.469 ( 12.460) top5 1.562 ( 2.586) | Test: [82][117/198] Time 0.809 Data 0.001 top1 14.062 ( 12.473) top5 3.906 ( 2.597) | Test: [82][118/198] Time 0.831 Data 0.001 top1 11.719 ( 12.467) top5 2.344 ( 2.595) | Test: [82][119/198] Time 0.862 Data 0.006 top1 12.500 ( 12.467) top5 1.562 ( 2.587) | Test: [82][120/198] Time 0.731 Data 0.001 top1 14.844 ( 12.487) top5 2.344 ( 2.585) | Test: [82][121/198] Time 0.727 Data 0.001 top1 8.594 ( 12.455) top5 0.000 ( 2.563) | Test: [82][122/198] Time 0.740 Data 0.001 top1 15.625 ( 12.481) top5 3.125 ( 2.568) | Test: [82][123/198] Time 0.726 Data 0.000 top1 12.500 ( 12.481) top5 4.688 ( 2.585) | Test: [82][124/198] Time 0.720 Data 0.000 top1 13.281 ( 12.487) top5 3.125 ( 2.589) | Test: [82][125/198] Time 0.726 Data 0.001 top1 14.844 ( 12.506) top5 1.562 ( 2.581) | Test: [82][126/198] Time 0.717 Data 0.000 top1 16.406 ( 12.537) top5 5.469 ( 2.604) | Test: [82][127/198] Time 0.726 Data 0.001 top1 11.719 ( 12.531) top5 0.781 ( 2.590) | Test: [82][128/198] Time 0.726 Data 0.001 top1 11.719 ( 12.524) top5 2.344 ( 2.588) | Test: [82][129/198] Time 0.749 Data 0.001 top1 10.156 ( 12.506) top5 2.344 ( 2.586) | Test: [82][130/198] Time 0.791 Data 0.005 top1 10.938 ( 12.494) top5 3.906 ( 2.596) | Test: [82][131/198] Time 0.764 Data 0.001 top1 7.812 ( 12.458) top5 0.781 ( 2.582) | Test: [82][132/198] Time 0.759 Data 0.001 top1 9.375 ( 12.435) top5 1.562 ( 2.575) | Test: [82][133/198] Time 0.727 Data 0.001 top1 11.719 ( 12.430) top5 1.562 ( 2.567) | Test: [82][134/198] Time 0.720 Data 0.001 top1 10.938 ( 12.418) top5 0.000 ( 2.548) | Test: [82][135/198] Time 0.718 Data 0.001 top1 14.844 ( 12.436) top5 1.562 ( 2.541) | Test: [82][136/198] Time 0.725 Data 0.001 top1 9.375 ( 12.414) top5 3.125 ( 2.545) | Test: [82][137/198] Time 0.853 Data 0.003 top1 8.594 ( 12.386) top5 3.906 ( 2.555) | Test: [82][138/198] Time 0.792 Data 0.001 top1 10.156 ( 12.370) top5 5.469 ( 2.576) | Test: [82][139/198] Time 0.730 Data 0.001 top1 13.281 ( 12.376) top5 3.906 ( 2.585) | Test: [82][140/198] Time 0.765 Data 0.001 top1 9.375 ( 12.355) top5 1.562 ( 2.578) | Test: [82][141/198] Time 0.779 Data 0.001 top1 9.375 ( 12.334) top5 1.562 ( 2.571) | Test: [82][142/198] Time 0.749 Data 0.001 top1 13.281 ( 12.340) top5 2.344 ( 2.569) | Test: [82][143/198] Time 0.738 Data 0.001 top1 9.375 ( 12.320) top5 0.781 ( 2.557) | Test: [82][144/198] Time 0.718 Data 0.001 top1 13.281 ( 12.326) top5 0.781 ( 2.544) | Test: [82][145/198] Time 0.807 Data 0.001 top1 14.844 ( 12.344) top5 3.906 ( 2.554) | Test: [82][146/198] Time 0.825 Data 0.001 top1 14.844 ( 12.361) top5 3.125 ( 2.558) | Test: [82][147/198] Time 0.755 Data 0.005 top1 11.719 ( 12.357) top5 3.906 ( 2.567) | Test: [82][148/198] Time 0.733 Data 0.001 top1 10.156 ( 12.342) top5 0.781 ( 2.555) | Test: [82][149/198] Time 0.726 Data 0.001 top1 11.719 ( 12.337) top5 3.906 ( 2.564) | Test: [82][150/198] Time 0.737 Data 0.001 top1 18.750 ( 12.380) top5 2.344 ( 2.562) | Test: [82][151/198] Time 0.716 Data 0.001 top1 14.844 ( 12.397) top5 2.344 ( 2.561) | Test: [82][152/198] Time 0.719 Data 0.001 top1 13.281 ( 12.402) top5 3.125 ( 2.565) | Test: [82][153/198] Time 0.713 Data 0.001 top1 13.281 ( 12.408) top5 3.125 ( 2.568) | Test: [82][154/198] Time 0.720 Data 0.001 top1 11.719 ( 12.404) top5 1.562 ( 2.562) | Test: [82][155/198] Time 0.720 Data 0.001 top1 10.938 ( 12.394) top5 2.344 ( 2.560) | Test: [82][156/198] Time 0.719 Data 0.001 top1 11.719 ( 12.390) top5 0.781 ( 2.549) | Test: [82][157/198] Time 0.723 Data 0.001 top1 10.938 ( 12.381) top5 1.562 ( 2.543) | Test: [82][158/198] Time 0.721 Data 0.001 top1 15.625 ( 12.401) top5 3.906 ( 2.551) | Test: [82][159/198] Time 0.723 Data 0.001 top1 10.156 ( 12.387) top5 1.562 ( 2.545) | Test: [82][160/198] Time 0.728 Data 0.001 top1 9.375 ( 12.368) top5 0.781 ( 2.534) | Test: [82][161/198] Time 0.734 Data 0.001 top1 5.469 ( 12.325) top5 0.781 ( 2.523) | Test: [82][162/198] Time 0.730 Data 0.001 top1 12.500 ( 12.326) top5 2.344 ( 2.522) | Test: [82][163/198] Time 0.734 Data 0.001 top1 9.375 ( 12.308) top5 0.781 ( 2.512) | Test: [82][164/198] Time 0.722 Data 0.001 top1 12.500 ( 12.309) top5 2.344 ( 2.510) | Test: [82][165/198] Time 0.723 Data 0.001 top1 15.625 ( 12.330) top5 2.344 ( 2.509) | Test: [82][166/198] Time 0.727 Data 0.003 top1 7.812 ( 12.302) top5 0.781 ( 2.499) | Test: [82][167/198] Time 0.719 Data 0.001 top1 7.812 ( 12.275) top5 2.344 ( 2.498) | Test: [82][168/198] Time 0.791 Data 0.001 top1 18.750 ( 12.314) top5 1.562 ( 2.493) | Test: [82][169/198] Time 0.761 Data 0.001 top1 10.938 ( 12.306) top5 3.906 ( 2.501) | Test: [82][170/198] Time 0.783 Data 0.001 top1 17.969 ( 12.339) top5 1.562 ( 2.495) | Test: [82][171/198] Time 0.735 Data 0.001 top1 8.594 ( 12.317) top5 2.344 ( 2.495) | Test: [82][172/198] Time 0.752 Data 0.001 top1 11.719 ( 12.314) top5 2.344 ( 2.494) | Test: [82][173/198] Time 0.785 Data 0.001 top1 14.844 ( 12.328) top5 3.125 ( 2.497) | Test: [82][174/198] Time 0.755 Data 0.001 top1 10.938 ( 12.320) top5 1.562 ( 2.492) | Test: [82][175/198] Time 0.762 Data 0.001 top1 12.500 ( 12.321) top5 2.344 ( 2.491) | Test: [82][176/198] Time 0.765 Data 0.001 top1 12.500 ( 12.322) top5 3.125 ( 2.495) | Test: [82][177/198] Time 0.752 Data 0.001 top1 13.281 ( 12.328) top5 3.125 ( 2.498) | Test: [82][178/198] Time 0.739 Data 0.001 top1 10.938 ( 12.320) top5 1.562 ( 2.493) | Test: [82][179/198] Time 0.720 Data 0.001 top1 9.375 ( 12.304) top5 0.781 ( 2.483) | Test: [82][180/198] Time 0.734 Data 0.001 top1 14.844 ( 12.318) top5 3.906 ( 2.491) | Test: [82][181/198] Time 0.723 Data 0.001 top1 10.156 ( 12.306) top5 2.344 ( 2.491) | Test: [82][182/198] Time 0.723 Data 0.001 top1 14.844 ( 12.320) top5 1.562 ( 2.485) | Test: [82][183/198] Time 0.719 Data 0.001 top1 10.938 ( 12.312) top5 3.906 ( 2.493) | Test: [82][184/198] Time 0.723 Data 0.001 top1 13.281 ( 12.317) top5 3.906 ( 2.501) | Test: [82][185/198] Time 0.723 Data 0.001 top1 16.406 ( 12.340) top5 2.344 ( 2.500) | Test: [82][186/198] Time 0.759 Data 0.001 top1 14.062 ( 12.349) top5 3.906 ( 2.508) | Test: [82][187/198] Time 0.793 Data 0.001 top1 8.594 ( 12.329) top5 1.562 ( 2.503) | Test: [82][188/198] Time 0.754 Data 0.000 top1 10.938 ( 12.321) top5 1.562 ( 2.498) | Test: [82][189/198] Time 0.733 Data 0.000 top1 14.844 ( 12.335) top5 3.906 ( 2.505) | Test: [82][190/198] Time 0.727 Data 0.000 top1 11.719 ( 12.331) top5 1.562 ( 2.500) | Test: [82][191/198] Time 0.732 Data 0.000 top1 12.500 ( 12.332) top5 3.125 ( 2.503) | Test: [82][192/198] Time 0.724 Data 0.000 top1 17.969 ( 12.362) top5 3.906 ( 2.511) | Test: [82][193/198] Time 0.713 Data 0.000 top1 11.719 ( 12.358) top5 3.906 ( 2.518) | Test: [82][194/198] Time 0.723 Data 0.000 top1 11.719 ( 12.355) top5 0.781 ( 2.509) | Test: [82][195/198] Time 0.710 Data 0.000 top1 10.938 ( 12.348) top5 2.344 ( 2.508) | Test: [82][196/198] Time 0.262 Data 0.000 top1 2.941 ( 12.300) top5 0.000 ( 2.495) | Test: [82][197/198] Time 0.727 Data 0.000 top1 10.156 ( 12.289) top5 1.562 ( 2.490) | Test: [82][198/198] Time 0.740 Data 0.000 top1 10.156 ( 12.278) top5 0.000 ( 2.478) * Finished epoch # 82 top1: 12.278 top5: 2.478 Epoch 83 => Training epoch # 83 | Epoch: [83][1/553] Time 5.099 Data 2.601 Err 0.1897 top1 4.688 top5 0.781 | Epoch: [83][2/553] Time 2.434 Data 0.001 Err 0.2082 top1 6.250 top5 0.781 | Epoch: [83][3/553] Time 2.445 Data 0.001 Err 0.1049 top1 1.562 top5 0.781 | Epoch: [83][4/553] Time 2.456 Data 0.001 Err 0.2179 top1 5.469 top5 0.781 | Epoch: [83][5/553] Time 2.470 Data 0.001 Err 0.1368 top1 3.125 top5 0.781 | Epoch: [83][6/553] Time 2.470 Data 0.001 Err 0.3304 top1 10.938 top5 2.344 | Epoch: [83][7/553] Time 2.438 Data 0.001 Err 0.3278 top1 10.156 top5 3.125 | Epoch: [83][8/553] Time 2.438 Data 0.001 Err 0.1431 top1 3.125 top5 0.781 | Epoch: [83][9/553] Time 2.463 Data 0.001 Err 0.4346 top1 9.375 top5 3.906 | Epoch: [83][10/553] Time 2.468 Data 0.001 Err 0.3281 top1 6.250 top5 3.906 | Epoch: [83][11/553] Time 2.488 Data 0.002 Err 0.2719 top1 5.469 top5 2.344 | Epoch: [83][12/553] Time 2.479 Data 0.001 Err 0.3382 top1 9.375 top5 2.344 | Epoch: [83][13/553] Time 2.472 Data 0.001 Err 0.2564 top1 4.688 top5 2.344 | Epoch: [83][14/553] Time 2.453 Data 0.001 Err 0.2606 top1 5.469 top5 1.562 | Epoch: [83][15/553] Time 2.518 Data 0.001 Err 0.3297 top1 10.938 top5 3.125 | Epoch: [83][16/553] Time 2.469 Data 0.001 Err 0.4003 top1 9.375 top5 5.469 | Epoch: [83][17/553] Time 2.466 Data 0.001 Err 0.3378 top1 8.594 top5 4.688 | Epoch: [83][18/553] Time 2.477 Data 0.001 Err 0.3132 top1 8.594 top5 2.344 | Epoch: [83][19/553] Time 2.443 Data 0.001 Err 0.2546 top1 7.031 top5 0.781 | Epoch: [83][20/553] Time 2.444 Data 0.001 Err 0.3506 top1 5.469 top5 3.125 | Epoch: [83][21/553] Time 2.471 Data 0.001 Err 0.2017 top1 7.812 top5 1.562 | Epoch: [83][22/553] Time 2.469 Data 0.001 Err 0.3083 top1 7.031 top5 3.906 | Epoch: [83][23/553] Time 2.470 Data 0.001 Err 0.1788 top1 5.469 top5 0.781 | Epoch: [83][24/553] Time 2.451 Data 0.001 Err 0.2484 top1 7.812 top5 0.781 | Epoch: [83][25/553] Time 2.476 Data 0.000 Err 0.1797 top1 3.125 top5 1.562 | Epoch: [83][26/553] Time 2.460 Data 0.001 Err 0.1995 top1 6.250 top5 1.562 | Epoch: [83][27/553] Time 2.474 Data 0.001 Err 0.1835 top1 5.469 top5 0.781 | Epoch: [83][28/553] Time 2.481 Data 0.001 Err 0.1235 top1 2.344 top5 0.000 | Epoch: [83][29/553] Time 2.460 Data 0.001 Err 0.1895 top1 4.688 top5 2.344 | Epoch: [83][30/553] Time 2.442 Data 0.001 Err 0.1984 top1 4.688 top5 2.344 | Epoch: [83][31/553] Time 2.484 Data 0.001 Err 0.2951 top1 7.031 top5 1.562 | Epoch: [83][32/553] Time 2.486 Data 0.001 Err 0.1387 top1 3.906 top5 0.781 | Epoch: [83][33/553] Time 2.451 Data 0.000 Err 0.2309 top1 7.031 top5 2.344 | Epoch: [83][34/553] Time 2.487 Data 0.001 Err 0.1563 top1 5.469 top5 0.000 | Epoch: [83][35/553] Time 2.469 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [83][36/553] Time 2.476 Data 0.001 Err 0.2181 top1 4.688 top5 3.125 | Epoch: [83][37/553] Time 2.483 Data 0.001 Err 0.2289 top1 7.812 top5 1.562 | Epoch: [83][38/553] Time 2.483 Data 0.000 Err 0.2443 top1 7.812 top5 0.781 | Epoch: [83][39/553] Time 2.450 Data 0.001 Err 0.2417 top1 6.250 top5 2.344 | Epoch: [83][40/553] Time 2.463 Data 0.001 Err 0.2942 top1 7.031 top5 3.906 | Epoch: [83][41/553] Time 2.483 Data 0.001 Err 0.2496 top1 4.688 top5 1.562 | Epoch: [83][42/553] Time 2.528 Data 0.004 Err 0.1247 top1 4.688 top5 0.000 | Epoch: [83][43/553] Time 2.502 Data 0.001 Err 0.1199 top1 3.125 top5 0.781 | Epoch: [83][44/553] Time 2.496 Data 0.001 Err 0.2712 top1 8.594 top5 2.344 | Epoch: [83][45/553] Time 2.478 Data 0.000 Err 0.2383 top1 6.250 top5 2.344 | Epoch: [83][46/553] Time 2.479 Data 0.001 Err 0.1398 top1 4.688 top5 0.781 | Epoch: [83][47/553] Time 2.444 Data 0.001 Err 0.2814 top1 7.812 top5 2.344 | Epoch: [83][48/553] Time 2.488 Data 0.001 Err 0.2292 top1 4.688 top5 2.344 | Epoch: [83][49/553] Time 2.436 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [83][50/553] Time 2.479 Data 0.001 Err 0.2372 top1 6.250 top5 0.781 | Epoch: [83][51/553] Time 2.457 Data 0.001 Err 0.2601 top1 7.812 top5 1.562 | Epoch: [83][52/553] Time 2.475 Data 0.001 Err 0.2035 top1 6.250 top5 0.781 | Epoch: [83][53/553] Time 2.474 Data 0.001 Err 0.1562 top1 3.125 top5 1.562 | Epoch: [83][54/553] Time 2.470 Data 0.001 Err 0.4251 top1 11.719 top5 3.906 | Epoch: [83][55/553] Time 2.501 Data 0.000 Err 0.2666 top1 8.594 top5 0.781 | Epoch: [83][56/553] Time 2.449 Data 0.000 Err 0.4324 top1 10.938 top5 2.344 | Epoch: [83][57/553] Time 2.440 Data 0.001 Err 0.2769 top1 9.375 top5 0.781 | Epoch: [83][58/553] Time 2.479 Data 0.001 Err 0.3139 top1 6.250 top5 2.344 | Epoch: [83][59/553] Time 2.485 Data 0.001 Err 0.1556 top1 4.688 top5 0.781 | Epoch: [83][60/553] Time 2.449 Data 0.001 Err 0.4946 top1 12.500 top5 3.906 | Epoch: [83][61/553] Time 2.469 Data 0.001 Err 0.2626 top1 7.031 top5 4.688 | Epoch: [83][62/553] Time 2.456 Data 0.001 Err 0.2340 top1 7.031 top5 2.344 | Epoch: [83][63/553] Time 2.448 Data 0.001 Err 0.4595 top1 10.938 top5 6.250 | Epoch: [83][64/553] Time 2.475 Data 0.001 Err 0.2711 top1 6.250 top5 1.562 | Epoch: [83][65/553] Time 2.455 Data 0.003 Err 0.3436 top1 7.031 top5 3.125 | Epoch: [83][66/553] Time 2.453 Data 0.001 Err 0.1755 top1 4.688 top5 1.562 | Epoch: [83][67/553] Time 2.470 Data 0.001 Err 0.1395 top1 3.906 top5 0.000 | Epoch: [83][68/553] Time 2.446 Data 0.001 Err 0.3167 top1 5.469 top5 3.125 | Epoch: [83][69/553] Time 2.462 Data 0.001 Err 0.2290 top1 3.125 top5 2.344 | Epoch: [83][70/553] Time 2.518 Data 0.001 Err 0.3338 top1 5.469 top5 3.906 | Epoch: [83][71/553] Time 2.510 Data 0.001 Err 0.3244 top1 10.156 top5 2.344 | Epoch: [83][72/553] Time 2.447 Data 0.001 Err 0.2595 top1 7.031 top5 1.562 | Epoch: [83][73/553] Time 2.451 Data 0.001 Err 0.1399 top1 3.906 top5 0.000 | Epoch: [83][74/553] Time 2.489 Data 0.001 Err 0.1725 top1 5.469 top5 0.781 | Epoch: [83][75/553] Time 2.494 Data 0.000 Err 0.1046 top1 2.344 top5 0.781 | Epoch: [83][76/553] Time 2.443 Data 0.000 Err 0.4048 top1 9.375 top5 4.688 | Epoch: [83][77/553] Time 2.477 Data 0.001 Err 0.3746 top1 8.594 top5 3.125 | Epoch: [83][78/553] Time 2.485 Data 0.000 Err 0.2072 top1 5.469 top5 0.781 | Epoch: [83][79/553] Time 2.477 Data 0.001 Err 0.1960 top1 6.250 top5 0.781 | Epoch: [83][80/553] Time 2.443 Data 0.001 Err 0.1930 top1 6.250 top5 0.781 | Epoch: [83][81/553] Time 2.487 Data 0.001 Err 0.3367 top1 8.594 top5 3.125 | Epoch: [83][82/553] Time 2.524 Data 0.001 Err 0.4116 top1 12.500 top5 3.906 | Epoch: [83][83/553] Time 2.444 Data 0.001 Err 0.2729 top1 6.250 top5 2.344 | Epoch: [83][84/553] Time 2.479 Data 0.001 Err 0.1542 top1 3.906 top5 1.562 | Epoch: [83][85/553] Time 2.483 Data 0.001 Err 0.2837 top1 7.812 top5 2.344 | Epoch: [83][86/553] Time 2.436 Data 0.001 Err 0.3401 top1 7.031 top5 3.906 | Epoch: [83][87/553] Time 2.469 Data 0.001 Err 0.3402 top1 8.594 top5 3.906 | Epoch: [83][88/553] Time 2.523 Data 0.001 Err 0.2197 top1 6.250 top5 2.344 | Epoch: [83][89/553] Time 2.434 Data 0.001 Err 0.2507 top1 7.812 top5 3.125 | Epoch: [83][90/553] Time 2.445 Data 0.002 Err 0.3103 top1 7.812 top5 1.562 | Epoch: [83][91/553] Time 2.475 Data 0.001 Err 0.2307 top1 7.031 top5 1.562 | Epoch: [83][92/553] Time 2.483 Data 0.000 Err 0.1999 top1 5.469 top5 0.781 | Epoch: [83][93/553] Time 2.470 Data 0.001 Err 0.1177 top1 2.344 top5 0.781 | Epoch: [83][94/553] Time 2.452 Data 0.001 Err 0.2055 top1 6.250 top5 0.781 | Epoch: [83][95/553] Time 2.448 Data 0.001 Err 0.2167 top1 6.250 top5 1.562 | Epoch: [83][96/553] Time 2.463 Data 0.001 Err 0.2093 top1 5.469 top5 3.125 | Epoch: [83][97/553] Time 2.510 Data 0.001 Err 0.3053 top1 9.375 top5 3.125 | Epoch: [83][98/553] Time 2.487 Data 0.000 Err 0.2573 top1 7.812 top5 1.562 | Epoch: [83][99/553] Time 2.499 Data 0.001 Err 0.1914 top1 5.469 top5 0.781 | Epoch: [83][100/553] Time 2.445 Data 0.001 Err 0.2914 top1 6.250 top5 3.906 | Epoch: [83][101/553] Time 2.515 Data 0.000 Err 0.4472 top1 12.500 top5 5.469 | Epoch: [83][102/553] Time 2.491 Data 0.001 Err 0.3199 top1 6.250 top5 3.125 | Epoch: [83][103/553] Time 2.470 Data 0.001 Err 0.2696 top1 5.469 top5 1.562 | Epoch: [83][104/553] Time 2.435 Data 0.000 Err 0.1779 top1 3.906 top5 0.781 | Epoch: [83][105/553] Time 2.462 Data 0.001 Err 0.2430 top1 8.594 top5 1.562 | Epoch: [83][106/553] Time 2.446 Data 0.001 Err 0.3129 top1 9.375 top5 3.906 | Epoch: [83][107/553] Time 2.453 Data 0.001 Err 0.2216 top1 6.250 top5 3.125 | Epoch: [83][108/553] Time 2.458 Data 0.001 Err 0.2069 top1 5.469 top5 1.562 | Epoch: [83][109/553] Time 2.483 Data 0.003 Err 0.3755 top1 9.375 top5 2.344 | Epoch: [83][110/553] Time 2.444 Data 0.001 Err 0.1173 top1 3.125 top5 0.781 | Epoch: [83][111/553] Time 2.483 Data 0.001 Err 0.4316 top1 10.938 top5 3.906 | Epoch: [83][112/553] Time 2.467 Data 0.000 Err 0.1824 top1 4.688 top5 1.562 | Epoch: [83][113/553] Time 2.478 Data 0.001 Err 0.2454 top1 6.250 top5 2.344 | Epoch: [83][114/553] Time 2.448 Data 0.001 Err 0.3332 top1 8.594 top5 3.125 | Epoch: [83][115/553] Time 2.435 Data 0.001 Err 0.2491 top1 6.250 top5 3.125 | Epoch: [83][116/553] Time 2.468 Data 0.001 Err 0.2731 top1 6.250 top5 2.344 | Epoch: [83][117/553] Time 2.433 Data 0.001 Err 0.2446 top1 5.469 top5 1.562 | Epoch: [83][118/553] Time 2.502 Data 0.001 Err 0.1915 top1 6.250 top5 0.000 | Epoch: [83][119/553] Time 2.450 Data 0.001 Err 0.1841 top1 4.688 top5 2.344 | Epoch: [83][120/553] Time 2.485 Data 0.000 Err 0.2599 top1 6.250 top5 0.000 | Epoch: [83][121/553] Time 2.448 Data 0.001 Err 0.2166 top1 7.031 top5 0.781 | Epoch: [83][122/553] Time 2.465 Data 0.001 Err 0.2009 top1 4.688 top5 2.344 | Epoch: [83][123/553] Time 2.498 Data 0.001 Err 0.2620 top1 7.812 top5 2.344 | Epoch: [83][124/553] Time 2.513 Data 0.001 Err 0.2999 top1 11.719 top5 0.781 | Epoch: [83][125/553] Time 2.475 Data 0.001 Err 0.2771 top1 7.031 top5 1.562 | Epoch: [83][126/553] Time 2.476 Data 0.001 Err 0.2324 top1 7.031 top5 1.562 | Epoch: [83][127/553] Time 2.438 Data 0.001 Err 0.2031 top1 7.031 top5 1.562 | Epoch: [83][128/553] Time 2.484 Data 0.001 Err 0.3043 top1 9.375 top5 2.344 | Epoch: [83][129/553] Time 2.463 Data 0.001 Err 0.1815 top1 4.688 top5 1.562 | Epoch: [83][130/553] Time 2.470 Data 0.001 Err 0.2074 top1 5.469 top5 1.562 | Epoch: [83][131/553] Time 2.469 Data 0.001 Err 0.3314 top1 10.156 top5 2.344 | Epoch: [83][132/553] Time 2.441 Data 0.001 Err 0.2279 top1 5.469 top5 1.562 | Epoch: [83][133/553] Time 2.481 Data 0.001 Err 0.1770 top1 6.250 top5 1.562 | Epoch: [83][134/553] Time 2.449 Data 0.001 Err 0.0975 top1 2.344 top5 0.781 | Epoch: [83][135/553] Time 2.473 Data 0.001 Err 0.3457 top1 8.594 top5 3.125 | Epoch: [83][136/553] Time 2.489 Data 0.001 Err 0.2295 top1 5.469 top5 2.344 | Epoch: [83][137/553] Time 2.492 Data 0.001 Err 0.2344 top1 4.688 top5 2.344 | Epoch: [83][138/553] Time 2.470 Data 0.001 Err 0.2183 top1 4.688 top5 0.781 | Epoch: [83][139/553] Time 2.467 Data 0.001 Err 0.3790 top1 10.938 top5 2.344 | Epoch: [83][140/553] Time 2.477 Data 0.001 Err 0.2104 top1 4.688 top5 2.344 | Epoch: [83][141/553] Time 2.497 Data 0.001 Err 0.2472 top1 7.031 top5 1.562 | Epoch: [83][142/553] Time 2.461 Data 0.001 Err 0.2450 top1 5.469 top5 2.344 | Epoch: [83][143/553] Time 2.518 Data 0.001 Err 0.2444 top1 7.812 top5 2.344 | Epoch: [83][144/553] Time 2.480 Data 0.001 Err 0.2883 top1 8.594 top5 3.125 | Epoch: [83][145/553] Time 2.446 Data 0.001 Err 0.2675 top1 6.250 top5 1.562 | Epoch: [83][146/553] Time 2.468 Data 0.001 Err 0.1676 top1 4.688 top5 0.781 | Epoch: [83][147/553] Time 2.492 Data 0.001 Err 0.1463 top1 3.125 top5 0.000 | Epoch: [83][148/553] Time 2.450 Data 0.000 Err 0.2146 top1 4.688 top5 2.344 | Epoch: [83][149/553] Time 2.477 Data 0.001 Err 0.2103 top1 5.469 top5 1.562 | Epoch: [83][150/553] Time 2.435 Data 0.001 Err 0.1535 top1 4.688 top5 1.562 | Epoch: [83][151/553] Time 2.463 Data 0.001 Err 0.2553 top1 7.812 top5 1.562 | Epoch: [83][152/553] Time 2.445 Data 0.001 Err 0.4129 top1 10.938 top5 3.125 | Epoch: [83][153/553] Time 2.483 Data 0.001 Err 0.2457 top1 7.031 top5 0.781 | Epoch: [83][154/553] Time 2.439 Data 0.001 Err 0.1868 top1 4.688 top5 0.781 | Epoch: [83][155/553] Time 2.478 Data 0.001 Err 0.2139 top1 3.125 top5 1.562 | Epoch: [83][156/553] Time 2.491 Data 0.001 Err 0.2899 top1 7.031 top5 0.781 | Epoch: [83][157/553] Time 2.481 Data 0.001 Err 0.2050 top1 3.125 top5 1.562 | Epoch: [83][158/553] Time 2.438 Data 0.001 Err 0.1932 top1 4.688 top5 0.781 | Epoch: [83][159/553] Time 2.454 Data 0.000 Err 0.1928 top1 5.469 top5 1.562 | Epoch: [83][160/553] Time 2.529 Data 0.000 Err 0.2568 top1 6.250 top5 3.125 | Epoch: [83][161/553] Time 2.473 Data 0.001 Err 0.2849 top1 6.250 top5 1.562 | Epoch: [83][162/553] Time 2.460 Data 0.001 Err 0.3348 top1 9.375 top5 2.344 | Epoch: [83][163/553] Time 2.439 Data 0.001 Err 0.2378 top1 7.031 top5 2.344 | Epoch: [83][164/553] Time 2.483 Data 0.001 Err 0.2082 top1 4.688 top5 0.781 | Epoch: [83][165/553] Time 2.475 Data 0.001 Err 0.2304 top1 7.031 top5 0.781 | Epoch: [83][166/553] Time 2.501 Data 0.004 Err 0.3068 top1 7.031 top5 2.344 | Epoch: [83][167/553] Time 2.433 Data 0.001 Err 0.1768 top1 7.031 top5 0.000 | Epoch: [83][168/553] Time 2.517 Data 0.001 Err 0.2605 top1 3.906 top5 2.344 | Epoch: [83][169/553] Time 2.446 Data 0.001 Err 0.1603 top1 5.469 top5 0.781 | Epoch: [83][170/553] Time 2.440 Data 0.001 Err 0.2787 top1 6.250 top5 3.125 | Epoch: [83][171/553] Time 2.477 Data 0.001 Err 0.2130 top1 3.125 top5 1.562 | Epoch: [83][172/553] Time 2.476 Data 0.001 Err 0.2459 top1 8.594 top5 0.000 | Epoch: [83][173/553] Time 2.481 Data 0.001 Err 0.1141 top1 1.562 top5 0.000 | Epoch: [83][174/553] Time 2.441 Data 0.001 Err 0.1152 top1 3.125 top5 0.781 | Epoch: [83][175/553] Time 2.495 Data 0.001 Err 0.2275 top1 7.031 top5 2.344 | Epoch: [83][176/553] Time 2.490 Data 0.001 Err 0.2616 top1 7.812 top5 3.125 | Epoch: [83][177/553] Time 2.460 Data 0.001 Err 0.2032 top1 5.469 top5 0.781 | Epoch: [83][178/553] Time 2.493 Data 0.001 Err 0.3743 top1 10.156 top5 5.469 | Epoch: [83][179/553] Time 2.434 Data 0.001 Err 0.1763 top1 4.688 top5 1.562 | Epoch: [83][180/553] Time 2.475 Data 0.001 Err 0.2263 top1 6.250 top5 0.781 | Epoch: [83][181/553] Time 2.482 Data 0.001 Err 0.3639 top1 8.594 top5 4.688 | Epoch: [83][182/553] Time 2.476 Data 0.001 Err 0.2638 top1 7.031 top5 2.344 | Epoch: [83][183/553] Time 2.462 Data 0.001 Err 0.3331 top1 7.812 top5 3.906 | Epoch: [83][184/553] Time 2.472 Data 0.001 Err 0.3445 top1 9.375 top5 3.125 | Epoch: [83][185/553] Time 2.452 Data 0.001 Err 0.4104 top1 10.156 top5 5.469 | Epoch: [83][186/553] Time 2.488 Data 0.001 Err 0.1805 top1 6.250 top5 1.562 | Epoch: [83][187/553] Time 2.435 Data 0.001 Err 0.1774 top1 4.688 top5 0.000 | Epoch: [83][188/553] Time 2.470 Data 0.001 Err 0.2093 top1 5.469 top5 1.562 | Epoch: [83][189/553] Time 2.470 Data 0.001 Err 0.1693 top1 4.688 top5 0.000 | Epoch: [83][190/553] Time 2.450 Data 0.001 Err 0.2943 top1 6.250 top5 2.344 | Epoch: [83][191/553] Time 2.449 Data 0.001 Err 0.0892 top1 2.344 top5 0.000 | Epoch: [83][192/553] Time 2.431 Data 0.001 Err 0.4878 top1 11.719 top5 6.250 | Epoch: [83][193/553] Time 2.442 Data 0.001 Err 0.2399 top1 5.469 top5 2.344 | Epoch: [83][194/553] Time 2.448 Data 0.006 Err 0.2534 top1 7.031 top5 3.125 | Epoch: [83][195/553] Time 2.499 Data 0.001 Err 0.2531 top1 7.031 top5 2.344 | Epoch: [83][196/553] Time 2.496 Data 0.001 Err 0.2402 top1 5.469 top5 0.781 | Epoch: [83][197/553] Time 2.437 Data 0.001 Err 0.1076 top1 3.125 top5 0.000 | Epoch: [83][198/553] Time 2.435 Data 0.001 Err 0.2069 top1 4.688 top5 2.344 | Epoch: [83][199/553] Time 2.436 Data 0.001 Err 0.3186 top1 10.156 top5 2.344 | Epoch: [83][200/553] Time 2.440 Data 0.001 Err 0.2686 top1 7.812 top5 0.781 | Epoch: [83][201/553] Time 2.478 Data 0.001 Err 0.2500 top1 7.812 top5 1.562 | Epoch: [83][202/553] Time 2.446 Data 0.001 Err 0.2485 top1 6.250 top5 1.562 | Epoch: [83][203/553] Time 2.481 Data 0.001 Err 0.2581 top1 5.469 top5 0.781 | Epoch: [83][204/553] Time 2.478 Data 0.004 Err 0.2893 top1 9.375 top5 3.125 | Epoch: [83][205/553] Time 2.476 Data 0.001 Err 0.3317 top1 7.031 top5 3.906 | Epoch: [83][206/553] Time 2.479 Data 0.001 Err 0.2080 top1 5.469 top5 1.562 | Epoch: [83][207/553] Time 2.472 Data 0.000 Err 0.1585 top1 3.906 top5 0.781 | Epoch: [83][208/553] Time 2.519 Data 0.001 Err 0.1847 top1 4.688 top5 0.781 | Epoch: [83][209/553] Time 2.485 Data 0.001 Err 0.2712 top1 7.031 top5 2.344 | Epoch: [83][210/553] Time 2.444 Data 0.001 Err 0.3064 top1 7.812 top5 3.906 | Epoch: [83][211/553] Time 2.460 Data 0.001 Err 0.2464 top1 5.469 top5 2.344 | Epoch: [83][212/553] Time 2.436 Data 0.001 Err 0.1948 top1 6.250 top5 1.562 | Epoch: [83][213/553] Time 2.489 Data 0.004 Err 0.1539 top1 3.906 top5 0.781 | Epoch: [83][214/553] Time 2.482 Data 0.001 Err 0.1528 top1 3.125 top5 0.781 | Epoch: [83][215/553] Time 2.482 Data 0.001 Err 0.2615 top1 7.812 top5 2.344 | Epoch: [83][216/553] Time 2.466 Data 0.000 Err 0.1607 top1 4.688 top5 0.000 | Epoch: [83][217/553] Time 2.443 Data 0.001 Err 0.2385 top1 6.250 top5 2.344 | Epoch: [83][218/553] Time 2.452 Data 0.000 Err 0.2495 top1 5.469 top5 1.562 | Epoch: [83][219/553] Time 2.472 Data 0.001 Err 0.2458 top1 6.250 top5 0.781 | Epoch: [83][220/553] Time 2.436 Data 0.001 Err 0.2360 top1 7.812 top5 2.344 | Epoch: [83][221/553] Time 2.466 Data 0.001 Err 0.2329 top1 5.469 top5 3.125 | Epoch: [83][222/553] Time 2.448 Data 0.001 Err 0.3084 top1 7.812 top5 3.125 | Epoch: [83][223/553] Time 2.446 Data 0.001 Err 0.1708 top1 6.250 top5 0.000 | Epoch: [83][224/553] Time 2.478 Data 0.001 Err 0.2382 top1 6.250 top5 2.344 | Epoch: [83][225/553] Time 2.469 Data 0.001 Err 0.2232 top1 7.031 top5 0.781 | Epoch: [83][226/553] Time 2.460 Data 0.001 Err 0.3247 top1 10.156 top5 3.125 | Epoch: [83][227/553] Time 2.472 Data 0.001 Err 0.1422 top1 3.906 top5 0.000 | Epoch: [83][228/553] Time 2.442 Data 0.001 Err 0.1578 top1 3.906 top5 0.000 | Epoch: [83][229/553] Time 2.468 Data 0.001 Err 0.2743 top1 6.250 top5 3.125 | Epoch: [83][230/553] Time 2.453 Data 0.001 Err 0.2874 top1 6.250 top5 2.344 | Epoch: [83][231/553] Time 2.448 Data 0.001 Err 0.2635 top1 3.906 top5 2.344 | Epoch: [83][232/553] Time 2.471 Data 0.001 Err 0.1778 top1 4.688 top5 0.781 | Epoch: [83][233/553] Time 2.471 Data 0.001 Err 0.1693 top1 6.250 top5 0.000 | Epoch: [83][234/553] Time 2.441 Data 0.001 Err 0.2454 top1 7.031 top5 0.781 | Epoch: [83][235/553] Time 2.439 Data 0.001 Err 0.1717 top1 4.688 top5 1.562 | Epoch: [83][236/553] Time 2.473 Data 0.000 Err 0.2084 top1 5.469 top5 1.562 | Epoch: [83][237/553] Time 2.476 Data 0.001 Err 0.3114 top1 5.469 top5 5.469 | Epoch: [83][238/553] Time 2.470 Data 0.001 Err 0.2443 top1 5.469 top5 3.125 | Epoch: [83][239/553] Time 2.431 Data 0.001 Err 0.2480 top1 7.031 top5 0.000 | Epoch: [83][240/553] Time 2.487 Data 0.001 Err 0.1925 top1 5.469 top5 0.781 | Epoch: [83][241/553] Time 2.471 Data 0.001 Err 0.2643 top1 7.812 top5 2.344 | Epoch: [83][242/553] Time 2.501 Data 0.002 Err 0.2291 top1 5.469 top5 1.562 | Epoch: [83][243/553] Time 2.454 Data 0.001 Err 0.1897 top1 3.906 top5 0.781 | Epoch: [83][244/553] Time 2.520 Data 0.001 Err 0.2629 top1 7.812 top5 1.562 | Epoch: [83][245/553] Time 2.483 Data 0.001 Err 0.1480 top1 3.906 top5 0.781 | Epoch: [83][246/553] Time 2.447 Data 0.001 Err 0.2379 top1 4.688 top5 2.344 | Epoch: [83][247/553] Time 2.449 Data 0.001 Err 0.2449 top1 5.469 top5 3.125 | Epoch: [83][248/553] Time 2.433 Data 0.001 Err 0.3331 top1 9.375 top5 3.125 | Epoch: [83][249/553] Time 2.438 Data 0.001 Err 0.2279 top1 6.250 top5 0.781 | Epoch: [83][250/553] Time 2.481 Data 0.001 Err 0.2441 top1 7.812 top5 2.344 | Epoch: [83][251/553] Time 2.481 Data 0.001 Err 0.3211 top1 7.031 top5 3.906 | Epoch: [83][252/553] Time 2.479 Data 0.001 Err 0.2829 top1 6.250 top5 2.344 | Epoch: [83][253/553] Time 2.508 Data 0.001 Err 0.2822 top1 7.031 top5 3.125 | Epoch: [83][254/553] Time 2.485 Data 0.001 Err 0.3045 top1 7.031 top5 3.125 | Epoch: [83][255/553] Time 2.450 Data 0.001 Err 0.1496 top1 2.344 top5 0.000 | Epoch: [83][256/553] Time 2.482 Data 0.001 Err 0.3682 top1 9.375 top5 4.688 | Epoch: [83][257/553] Time 2.468 Data 0.001 Err 0.3482 top1 9.375 top5 3.906 | Epoch: [83][258/553] Time 2.447 Data 0.001 Err 0.2480 top1 6.250 top5 2.344 | Epoch: [83][259/553] Time 2.507 Data 0.001 Err 0.1524 top1 4.688 top5 0.781 | Epoch: [83][260/553] Time 2.456 Data 0.001 Err 0.2070 top1 5.469 top5 0.781 | Epoch: [83][261/553] Time 2.478 Data 0.001 Err 0.2890 top1 6.250 top5 2.344 | Epoch: [83][262/553] Time 2.506 Data 0.001 Err 0.3874 top1 11.719 top5 3.906 | Epoch: [83][263/553] Time 2.430 Data 0.001 Err 0.2079 top1 7.812 top5 1.562 | Epoch: [83][264/553] Time 2.473 Data 0.001 Err 0.2574 top1 7.031 top5 1.562 | Epoch: [83][265/553] Time 2.438 Data 0.001 Err 0.1336 top1 5.469 top5 0.781 | Epoch: [83][266/553] Time 2.436 Data 0.001 Err 0.1893 top1 3.906 top5 0.781 | Epoch: [83][267/553] Time 2.444 Data 0.001 Err 0.1615 top1 3.906 top5 1.562 | Epoch: [83][268/553] Time 2.484 Data 0.001 Err 0.3639 top1 8.594 top5 2.344 | Epoch: [83][269/553] Time 2.445 Data 0.001 Err 0.1598 top1 4.688 top5 1.562 | Epoch: [83][270/553] Time 2.439 Data 0.001 Err 0.2591 top1 7.812 top5 1.562 | Epoch: [83][271/553] Time 2.448 Data 0.001 Err 0.2555 top1 7.031 top5 1.562 | Epoch: [83][272/553] Time 2.522 Data 0.001 Err 0.1400 top1 6.250 top5 0.781 | Epoch: [83][273/553] Time 2.504 Data 0.001 Err 0.1362 top1 3.906 top5 0.781 | Epoch: [83][274/553] Time 2.443 Data 0.001 Err 0.2871 top1 9.375 top5 2.344 | Epoch: [83][275/553] Time 2.438 Data 0.001 Err 0.2888 top1 8.594 top5 1.562 | Epoch: [83][276/553] Time 2.442 Data 0.001 Err 0.2900 top1 7.031 top5 3.125 | Epoch: [83][277/553] Time 2.482 Data 0.001 Err 0.1463 top1 3.125 top5 0.000 | Epoch: [83][278/553] Time 2.439 Data 0.001 Err 0.2835 top1 6.250 top5 3.125 | Epoch: [83][279/553] Time 2.438 Data 0.001 Err 0.2687 top1 3.906 top5 3.125 | Epoch: [83][280/553] Time 2.442 Data 0.002 Err 0.3524 top1 7.812 top5 2.344 | Epoch: [83][281/553] Time 2.437 Data 0.001 Err 0.2499 top1 7.031 top5 0.781 | Epoch: [83][282/553] Time 2.449 Data 0.001 Err 0.1910 top1 4.688 top5 1.562 | Epoch: [83][283/553] Time 2.443 Data 0.001 Err 0.3231 top1 8.594 top5 2.344 | Epoch: [83][284/553] Time 2.440 Data 0.001 Err 0.1584 top1 2.344 top5 0.781 | Epoch: [83][285/553] Time 2.479 Data 0.001 Err 0.1238 top1 3.125 top5 0.781 | Epoch: [83][286/553] Time 2.434 Data 0.001 Err 0.3034 top1 9.375 top5 2.344 | Epoch: [83][287/553] Time 2.440 Data 0.001 Err 0.1576 top1 3.906 top5 0.000 | Epoch: [83][288/553] Time 2.453 Data 0.001 Err 0.3080 top1 6.250 top5 2.344 | Epoch: [83][289/553] Time 2.477 Data 0.001 Err 0.2089 top1 3.906 top5 1.562 | Epoch: [83][290/553] Time 2.435 Data 0.001 Err 0.1914 top1 5.469 top5 1.562 | Epoch: [83][291/553] Time 2.464 Data 0.001 Err 0.3260 top1 7.812 top5 3.906 | Epoch: [83][292/553] Time 2.441 Data 0.000 Err 0.1953 top1 5.469 top5 0.781 | Epoch: [83][293/553] Time 2.442 Data 0.001 Err 0.2907 top1 5.469 top5 0.781 | Epoch: [83][294/553] Time 2.468 Data 0.001 Err 0.2179 top1 5.469 top5 2.344 | Epoch: [83][295/553] Time 2.481 Data 0.001 Err 0.2778 top1 8.594 top5 1.562 | Epoch: [83][296/553] Time 2.435 Data 0.001 Err 0.2281 top1 8.594 top5 0.781 | Epoch: [83][297/553] Time 2.517 Data 0.001 Err 0.3341 top1 9.375 top5 3.125 | Epoch: [83][298/553] Time 2.445 Data 0.001 Err 0.2286 top1 7.031 top5 1.562 | Epoch: [83][299/553] Time 2.455 Data 0.001 Err 0.2816 top1 5.469 top5 2.344 | Epoch: [83][300/553] Time 2.436 Data 0.001 Err 0.0841 top1 2.344 top5 0.000 | Epoch: [83][301/553] Time 2.438 Data 0.001 Err 0.3567 top1 10.156 top5 3.125 | Epoch: [83][302/553] Time 2.431 Data 0.001 Err 0.2474 top1 5.469 top5 2.344 | Epoch: [83][303/553] Time 2.443 Data 0.001 Err 0.2592 top1 7.812 top5 1.562 | Epoch: [83][304/553] Time 2.445 Data 0.001 Err 0.1650 top1 5.469 top5 1.562 | Epoch: [83][305/553] Time 2.527 Data 0.001 Err 0.2519 top1 7.812 top5 0.781 | Epoch: [83][306/553] Time 2.439 Data 0.001 Err 0.2183 top1 6.250 top5 1.562 | Epoch: [83][307/553] Time 2.499 Data 0.001 Err 0.3030 top1 7.812 top5 3.906 | Epoch: [83][308/553] Time 2.437 Data 0.001 Err 0.1677 top1 3.906 top5 0.781 | Epoch: [83][309/553] Time 2.492 Data 0.001 Err 0.2944 top1 8.594 top5 2.344 | Epoch: [83][310/553] Time 2.447 Data 0.001 Err 0.2089 top1 4.688 top5 1.562 | Epoch: [83][311/553] Time 2.473 Data 0.001 Err 0.2848 top1 6.250 top5 2.344 | Epoch: [83][312/553] Time 2.450 Data 0.001 Err 0.2802 top1 7.812 top5 3.125 | Epoch: [83][313/553] Time 2.469 Data 0.001 Err 0.3781 top1 10.156 top5 3.125 | Epoch: [83][314/553] Time 2.489 Data 0.001 Err 0.2061 top1 3.906 top5 2.344 | Epoch: [83][315/553] Time 2.447 Data 0.001 Err 0.4512 top1 10.938 top5 4.688 | Epoch: [83][316/553] Time 2.444 Data 0.001 Err 0.2646 top1 5.469 top5 3.125 | Epoch: [83][317/553] Time 2.432 Data 0.001 Err 0.1739 top1 3.906 top5 1.562 | Epoch: [83][318/553] Time 2.444 Data 0.003 Err 0.1841 top1 5.469 top5 0.781 | Epoch: [83][319/553] Time 2.437 Data 0.001 Err 0.2400 top1 6.250 top5 1.562 | Epoch: [83][320/553] Time 2.445 Data 0.001 Err 0.2235 top1 6.250 top5 0.781 | Epoch: [83][321/553] Time 2.512 Data 0.001 Err 0.3077 top1 7.812 top5 2.344 | Epoch: [83][322/553] Time 2.448 Data 0.001 Err 0.3332 top1 10.156 top5 2.344 | Epoch: [83][323/553] Time 2.512 Data 0.001 Err 0.2078 top1 3.906 top5 2.344 | Epoch: [83][324/553] Time 2.433 Data 0.001 Err 0.3302 top1 8.594 top5 3.125 | Epoch: [83][325/553] Time 2.443 Data 0.001 Err 0.2116 top1 7.031 top5 0.781 | Epoch: [83][326/553] Time 2.440 Data 0.001 Err 0.2389 top1 5.469 top5 2.344 | Epoch: [83][327/553] Time 2.487 Data 0.001 Err 0.2364 top1 7.031 top5 1.562 | Epoch: [83][328/553] Time 2.445 Data 0.001 Err 0.2411 top1 5.469 top5 3.125 | Epoch: [83][329/553] Time 2.481 Data 0.001 Err 0.1620 top1 3.906 top5 0.000 | Epoch: [83][330/553] Time 2.443 Data 0.001 Err 0.2557 top1 7.031 top5 3.125 | Epoch: [83][331/553] Time 2.490 Data 0.001 Err 0.2386 top1 5.469 top5 2.344 | Epoch: [83][332/553] Time 2.452 Data 0.001 Err 0.1492 top1 3.906 top5 0.781 | Epoch: [83][333/553] Time 2.444 Data 0.001 Err 0.2408 top1 7.031 top5 2.344 | Epoch: [83][334/553] Time 2.450 Data 0.001 Err 0.2641 top1 7.031 top5 1.562 | Epoch: [83][335/553] Time 2.499 Data 0.001 Err 0.4664 top1 9.375 top5 3.125 | Epoch: [83][336/553] Time 2.443 Data 0.001 Err 0.1315 top1 2.344 top5 0.781 | Epoch: [83][337/553] Time 2.472 Data 0.001 Err 0.1517 top1 4.688 top5 0.781 | Epoch: [83][338/553] Time 2.446 Data 0.001 Err 0.2406 top1 7.031 top5 0.781 | Epoch: [83][339/553] Time 2.500 Data 0.001 Err 0.1629 top1 3.125 top5 2.344 | Epoch: [83][340/553] Time 2.435 Data 0.001 Err 0.3435 top1 8.594 top5 4.688 | Epoch: [83][341/553] Time 2.440 Data 0.001 Err 0.1910 top1 5.469 top5 2.344 | Epoch: [83][342/553] Time 2.455 Data 0.001 Err 0.2613 top1 5.469 top5 3.125 | Epoch: [83][343/553] Time 2.439 Data 0.001 Err 0.2092 top1 7.812 top5 0.781 | Epoch: [83][344/553] Time 2.437 Data 0.001 Err 0.1817 top1 5.469 top5 0.781 | Epoch: [83][345/553] Time 2.446 Data 0.001 Err 0.3152 top1 7.812 top5 1.562 | Epoch: [83][346/553] Time 2.477 Data 0.001 Err 0.2353 top1 7.812 top5 0.781 | Epoch: [83][347/553] Time 2.447 Data 0.001 Err 0.1695 top1 6.250 top5 0.781 | Epoch: [83][348/553] Time 2.440 Data 0.001 Err 0.2250 top1 5.469 top5 2.344 | Epoch: [83][349/553] Time 2.445 Data 0.001 Err 0.2179 top1 6.250 top5 1.562 | Epoch: [83][350/553] Time 2.440 Data 0.001 Err 0.3099 top1 7.812 top5 2.344 | Epoch: [83][351/553] Time 2.460 Data 0.001 Err 0.1791 top1 7.031 top5 0.781 | Epoch: [83][352/553] Time 2.442 Data 0.001 Err 0.2551 top1 7.031 top5 1.562 | Epoch: [83][353/553] Time 2.462 Data 0.001 Err 0.2192 top1 5.469 top5 2.344 | Epoch: [83][354/553] Time 2.441 Data 0.001 Err 0.2118 top1 5.469 top5 1.562 | Epoch: [83][355/553] Time 2.482 Data 0.001 Err 0.1923 top1 3.906 top5 2.344 | Epoch: [83][356/553] Time 2.450 Data 0.001 Err 0.2803 top1 5.469 top5 3.906 | Epoch: [83][357/553] Time 2.440 Data 0.001 Err 0.1890 top1 3.125 top5 1.562 | Epoch: [83][358/553] Time 2.450 Data 0.001 Err 0.2643 top1 7.031 top5 1.562 | Epoch: [83][359/553] Time 2.447 Data 0.000 Err 0.1785 top1 3.125 top5 1.562 | Epoch: [83][360/553] Time 2.447 Data 0.001 Err 0.3125 top1 9.375 top5 3.906 | Epoch: [83][361/553] Time 2.466 Data 0.001 Err 0.2650 top1 7.031 top5 2.344 | Epoch: [83][362/553] Time 2.459 Data 0.001 Err 0.2022 top1 4.688 top5 1.562 | Epoch: [83][363/553] Time 2.445 Data 0.001 Err 0.2330 top1 4.688 top5 1.562 | Epoch: [83][364/553] Time 2.451 Data 0.001 Err 0.2695 top1 7.812 top5 3.906 | Epoch: [83][365/553] Time 2.432 Data 0.001 Err 0.2925 top1 9.375 top5 2.344 | Epoch: [83][366/553] Time 2.440 Data 0.001 Err 0.2116 top1 3.906 top5 1.562 | Epoch: [83][367/553] Time 2.476 Data 0.001 Err 0.2481 top1 6.250 top5 1.562 | Epoch: [83][368/553] Time 2.503 Data 0.001 Err 0.2726 top1 8.594 top5 0.781 | Epoch: [83][369/553] Time 2.457 Data 0.001 Err 0.3062 top1 7.031 top5 3.125 | Epoch: [83][370/553] Time 2.444 Data 0.001 Err 0.2079 top1 5.469 top5 2.344 | Epoch: [83][371/553] Time 2.479 Data 0.001 Err 0.2503 top1 5.469 top5 2.344 | Epoch: [83][372/553] Time 2.462 Data 0.001 Err 0.1599 top1 3.125 top5 0.781 | Epoch: [83][373/553] Time 2.449 Data 0.001 Err 0.2246 top1 4.688 top5 1.562 | Epoch: [83][374/553] Time 2.433 Data 0.001 Err 0.2415 top1 6.250 top5 1.562 | Epoch: [83][375/553] Time 2.514 Data 0.001 Err 0.3454 top1 9.375 top5 3.906 | Epoch: [83][376/553] Time 2.466 Data 0.000 Err 0.2778 top1 5.469 top5 1.562 | Epoch: [83][377/553] Time 2.454 Data 0.001 Err 0.3126 top1 9.375 top5 1.562 | Epoch: [83][378/553] Time 2.450 Data 0.001 Err 0.1361 top1 3.906 top5 0.781 | Epoch: [83][379/553] Time 2.441 Data 0.001 Err 0.2816 top1 7.031 top5 0.781 | Epoch: [83][380/553] Time 2.482 Data 0.000 Err 0.3891 top1 10.938 top5 5.469 | Epoch: [83][381/553] Time 2.440 Data 0.001 Err 0.3581 top1 8.594 top5 3.125 | Epoch: [83][382/553] Time 2.435 Data 0.001 Err 0.3425 top1 9.375 top5 2.344 | Epoch: [83][383/553] Time 2.475 Data 0.001 Err 0.1935 top1 8.594 top5 0.781 | Epoch: [83][384/553] Time 2.462 Data 0.001 Err 0.2551 top1 6.250 top5 0.781 | Epoch: [83][385/553] Time 2.436 Data 0.001 Err 0.3709 top1 9.375 top5 3.906 | Epoch: [83][386/553] Time 2.446 Data 0.001 Err 0.2069 top1 5.469 top5 2.344 | Epoch: [83][387/553] Time 2.527 Data 0.000 Err 0.2701 top1 5.469 top5 3.125 | Epoch: [83][388/553] Time 2.468 Data 0.001 Err 0.3023 top1 7.812 top5 1.562 | Epoch: [83][389/553] Time 2.476 Data 0.001 Err 0.1615 top1 3.125 top5 0.000 | Epoch: [83][390/553] Time 2.445 Data 0.001 Err 0.1682 top1 3.906 top5 0.781 | Epoch: [83][391/553] Time 2.486 Data 0.001 Err 0.1676 top1 3.906 top5 0.000 | Epoch: [83][392/553] Time 2.479 Data 0.000 Err 0.1886 top1 3.906 top5 1.562 | Epoch: [83][393/553] Time 2.440 Data 0.001 Err 0.1971 top1 4.688 top5 0.781 | Epoch: [83][394/553] Time 2.444 Data 0.005 Err 0.2468 top1 4.688 top5 1.562 | Epoch: [83][395/553] Time 2.433 Data 0.001 Err 0.2838 top1 5.469 top5 3.906 | Epoch: [83][396/553] Time 2.435 Data 0.001 Err 0.1397 top1 3.906 top5 0.000 | Epoch: [83][397/553] Time 2.465 Data 0.001 Err 0.2434 top1 7.031 top5 1.562 | Epoch: [83][398/553] Time 2.444 Data 0.001 Err 0.2957 top1 5.469 top5 2.344 | Epoch: [83][399/553] Time 2.442 Data 0.001 Err 0.2043 top1 5.469 top5 1.562 | Epoch: [83][400/553] Time 2.450 Data 0.001 Err 0.1753 top1 3.125 top5 1.562 | Epoch: [83][401/553] Time 2.431 Data 0.001 Err 0.3652 top1 8.594 top5 4.688 | Epoch: [83][402/553] Time 2.477 Data 0.001 Err 0.1846 top1 4.688 top5 0.000 | Epoch: [83][403/553] Time 2.500 Data 0.001 Err 0.1803 top1 4.688 top5 1.562 | Epoch: [83][404/553] Time 2.452 Data 0.001 Err 0.2973 top1 6.250 top5 2.344 | Epoch: [83][405/553] Time 2.481 Data 0.001 Err 0.1305 top1 3.906 top5 0.000 | Epoch: [83][406/553] Time 2.491 Data 0.001 Err 0.3272 top1 11.719 top5 1.562 | Epoch: [83][407/553] Time 2.483 Data 0.001 Err 0.2493 top1 7.812 top5 3.125 | Epoch: [83][408/553] Time 2.474 Data 0.000 Err 0.1933 top1 4.688 top5 1.562 | Epoch: [83][409/553] Time 2.442 Data 0.001 Err 0.1808 top1 5.469 top5 0.781 | Epoch: [83][410/553] Time 2.434 Data 0.001 Err 0.1800 top1 5.469 top5 2.344 | Epoch: [83][411/553] Time 2.459 Data 0.001 Err 0.4252 top1 10.156 top5 5.469 | Epoch: [83][412/553] Time 2.442 Data 0.001 Err 0.2973 top1 7.812 top5 2.344 | Epoch: [83][413/553] Time 2.432 Data 0.001 Err 0.4292 top1 8.594 top5 3.906 | Epoch: [83][414/553] Time 2.432 Data 0.001 Err 0.3160 top1 7.812 top5 3.125 | Epoch: [83][415/553] Time 2.437 Data 0.001 Err 0.3583 top1 9.375 top5 3.125 | Epoch: [83][416/553] Time 2.454 Data 0.001 Err 0.2355 top1 6.250 top5 2.344 | Epoch: [83][417/553] Time 2.517 Data 0.001 Err 0.2049 top1 5.469 top5 0.781 | Epoch: [83][418/553] Time 2.528 Data 0.001 Err 0.2940 top1 8.594 top5 1.562 | Epoch: [83][419/553] Time 2.466 Data 0.001 Err 0.2212 top1 4.688 top5 0.781 | Epoch: [83][420/553] Time 2.434 Data 0.001 Err 0.2741 top1 6.250 top5 3.125 | Epoch: [83][421/553] Time 2.461 Data 0.001 Err 0.2335 top1 4.688 top5 3.125 | Epoch: [83][422/553] Time 2.436 Data 0.001 Err 0.2787 top1 8.594 top5 1.562 | Epoch: [83][423/553] Time 2.440 Data 0.001 Err 0.4053 top1 7.812 top5 3.125 | Epoch: [83][424/553] Time 2.473 Data 0.001 Err 0.2024 top1 5.469 top5 1.562 | Epoch: [83][425/553] Time 2.443 Data 0.000 Err 0.2325 top1 6.250 top5 2.344 | Epoch: [83][426/553] Time 2.443 Data 0.001 Err 0.2304 top1 6.250 top5 2.344 | Epoch: [83][427/553] Time 2.474 Data 0.001 Err 0.2410 top1 5.469 top5 0.781 | Epoch: [83][428/553] Time 2.448 Data 0.001 Err 0.1589 top1 5.469 top5 0.781 | Epoch: [83][429/553] Time 2.477 Data 0.001 Err 0.2368 top1 7.812 top5 3.125 | Epoch: [83][430/553] Time 2.446 Data 0.001 Err 0.2452 top1 7.031 top5 0.781 | Epoch: [83][431/553] Time 2.481 Data 0.001 Err 0.1818 top1 4.688 top5 0.000 | Epoch: [83][432/553] Time 2.446 Data 0.002 Err 0.1752 top1 4.688 top5 0.000 | Epoch: [83][433/553] Time 2.444 Data 0.001 Err 0.2168 top1 6.250 top5 0.000 | Epoch: [83][434/553] Time 2.428 Data 0.001 Err 0.2613 top1 7.812 top5 1.562 | Epoch: [83][435/553] Time 2.480 Data 0.001 Err 0.2810 top1 10.938 top5 2.344 | Epoch: [83][436/553] Time 2.495 Data 0.001 Err 0.2250 top1 5.469 top5 1.562 | Epoch: [83][437/553] Time 2.448 Data 0.001 Err 0.3831 top1 11.719 top5 2.344 | Epoch: [83][438/553] Time 2.478 Data 0.001 Err 0.2823 top1 7.031 top5 2.344 | Epoch: [83][439/553] Time 2.508 Data 0.001 Err 0.2471 top1 6.250 top5 0.781 | Epoch: [83][440/553] Time 2.497 Data 0.001 Err 0.3243 top1 7.031 top5 3.125 | Epoch: [83][441/553] Time 2.500 Data 0.001 Err 0.2220 top1 5.469 top5 2.344 | Epoch: [83][442/553] Time 2.497 Data 0.001 Err 0.2804 top1 6.250 top5 1.562 | Epoch: [83][443/553] Time 2.448 Data 0.001 Err 0.2214 top1 4.688 top5 0.781 | Epoch: [83][444/553] Time 2.478 Data 0.001 Err 0.2532 top1 7.812 top5 2.344 | Epoch: [83][445/553] Time 2.440 Data 0.001 Err 0.1749 top1 4.688 top5 0.000 | Epoch: [83][446/553] Time 2.445 Data 0.001 Err 0.2554 top1 6.250 top5 3.125 | Epoch: [83][447/553] Time 2.453 Data 0.001 Err 0.2475 top1 5.469 top5 1.562 | Epoch: [83][448/553] Time 2.471 Data 0.001 Err 0.1232 top1 2.344 top5 1.562 | Epoch: [83][449/553] Time 2.435 Data 0.001 Err 0.2326 top1 4.688 top5 3.125 | Epoch: [83][450/553] Time 2.446 Data 0.001 Err 0.1846 top1 5.469 top5 2.344 | Epoch: [83][451/553] Time 2.462 Data 0.001 Err 0.2829 top1 6.250 top5 3.125 | Epoch: [83][452/553] Time 2.465 Data 0.000 Err 0.4144 top1 6.250 top5 5.469 | Epoch: [83][453/553] Time 2.484 Data 0.001 Err 0.1827 top1 4.688 top5 1.562 | Epoch: [83][454/553] Time 2.443 Data 0.001 Err 0.2374 top1 6.250 top5 0.781 | Epoch: [83][455/553] Time 2.441 Data 0.001 Err 0.2782 top1 4.688 top5 2.344 | Epoch: [83][456/553] Time 2.471 Data 0.000 Err 0.1519 top1 3.125 top5 0.000 | Epoch: [83][457/553] Time 2.454 Data 0.001 Err 0.2102 top1 5.469 top5 1.562 | Epoch: [83][458/553] Time 2.441 Data 0.001 Err 0.3669 top1 7.812 top5 1.562 | Epoch: [83][459/553] Time 2.445 Data 0.001 Err 0.3458 top1 10.938 top5 2.344 | Epoch: [83][460/553] Time 2.464 Data 0.001 Err 0.2405 top1 6.250 top5 0.781 | Epoch: [83][461/553] Time 2.448 Data 0.001 Err 0.2700 top1 7.031 top5 3.906 | Epoch: [83][462/553] Time 2.442 Data 0.001 Err 0.1873 top1 5.469 top5 0.781 | Epoch: [83][463/553] Time 2.438 Data 0.001 Err 0.1288 top1 2.344 top5 0.000 | Epoch: [83][464/553] Time 2.481 Data 0.001 Err 0.3207 top1 8.594 top5 3.125 | Epoch: [83][465/553] Time 2.461 Data 0.001 Err 0.2231 top1 6.250 top5 1.562 | Epoch: [83][466/553] Time 2.495 Data 0.001 Err 0.3194 top1 8.594 top5 2.344 | Epoch: [83][467/553] Time 2.494 Data 0.001 Err 0.2773 top1 7.812 top5 2.344 | Epoch: [83][468/553] Time 2.477 Data 0.001 Err 0.2367 top1 6.250 top5 3.125 | Epoch: [83][469/553] Time 2.437 Data 0.001 Err 0.1988 top1 3.906 top5 0.000 | Epoch: [83][470/553] Time 2.453 Data 0.001 Err 0.3187 top1 7.812 top5 2.344 | Epoch: [83][471/553] Time 2.510 Data 0.001 Err 0.1736 top1 3.906 top5 1.562 | Epoch: [83][472/553] Time 2.443 Data 0.001 Err 0.3093 top1 9.375 top5 3.906 | Epoch: [83][473/553] Time 2.457 Data 0.001 Err 0.2509 top1 7.031 top5 2.344 | Epoch: [83][474/553] Time 2.488 Data 0.000 Err 0.2996 top1 10.938 top5 3.125 | Epoch: [83][475/553] Time 2.479 Data 0.001 Err 0.2295 top1 4.688 top5 2.344 | Epoch: [83][476/553] Time 2.439 Data 0.001 Err 0.2246 top1 4.688 top5 0.781 | Epoch: [83][477/553] Time 2.467 Data 0.001 Err 0.2840 top1 8.594 top5 1.562 | Epoch: [83][478/553] Time 2.443 Data 0.001 Err 0.1296 top1 2.344 top5 0.781 | Epoch: [83][479/553] Time 2.446 Data 0.001 Err 0.3912 top1 7.812 top5 2.344 | Epoch: [83][480/553] Time 2.507 Data 0.001 Err 0.2674 top1 6.250 top5 3.906 | Epoch: [83][481/553] Time 2.436 Data 0.001 Err 0.1552 top1 3.906 top5 1.562 | Epoch: [83][482/553] Time 2.437 Data 0.001 Err 0.2818 top1 7.031 top5 3.125 | Epoch: [83][483/553] Time 2.489 Data 0.001 Err 0.2300 top1 8.594 top5 0.781 | Epoch: [83][484/553] Time 2.437 Data 0.000 Err 0.1826 top1 6.250 top5 0.781 | Epoch: [83][485/553] Time 2.446 Data 0.001 Err 0.1784 top1 5.469 top5 1.562 | Epoch: [83][486/553] Time 2.444 Data 0.001 Err 0.4226 top1 9.375 top5 3.906 | Epoch: [83][487/553] Time 2.447 Data 0.001 Err 0.1864 top1 5.469 top5 0.781 | Epoch: [83][488/553] Time 2.467 Data 0.001 Err 0.2010 top1 5.469 top5 1.562 | Epoch: [83][489/553] Time 2.449 Data 0.001 Err 0.3700 top1 7.812 top5 3.906 | Epoch: [83][490/553] Time 2.470 Data 0.001 Err 0.1690 top1 5.469 top5 1.562 | Epoch: [83][491/553] Time 2.441 Data 0.001 Err 0.3082 top1 8.594 top5 2.344 | Epoch: [83][492/553] Time 2.437 Data 0.001 Err 0.2379 top1 7.031 top5 1.562 | Epoch: [83][493/553] Time 2.458 Data 0.000 Err 0.2895 top1 7.812 top5 3.125 | Epoch: [83][494/553] Time 2.440 Data 0.001 Err 0.4298 top1 11.719 top5 4.688 | Epoch: [83][495/553] Time 2.445 Data 0.001 Err 0.3525 top1 10.156 top5 3.125 | Epoch: [83][496/553] Time 2.484 Data 0.001 Err 0.2220 top1 8.594 top5 0.781 | Epoch: [83][497/553] Time 2.434 Data 0.001 Err 0.2149 top1 4.688 top5 0.781 | Epoch: [83][498/553] Time 2.441 Data 0.001 Err 0.3221 top1 9.375 top5 2.344 | Epoch: [83][499/553] Time 2.448 Data 0.001 Err 0.3643 top1 10.938 top5 3.125 | Epoch: [83][500/553] Time 2.473 Data 0.001 Err 0.0916 top1 2.344 top5 0.000 | Epoch: [83][501/553] Time 2.448 Data 0.000 Err 0.2086 top1 7.031 top5 1.562 | Epoch: [83][502/553] Time 2.442 Data 0.000 Err 0.2105 top1 5.469 top5 1.562 | Epoch: [83][503/553] Time 2.454 Data 0.001 Err 0.3030 top1 8.594 top5 1.562 | Epoch: [83][504/553] Time 2.445 Data 0.001 Err 0.1937 top1 4.688 top5 2.344 | Epoch: [83][505/553] Time 2.472 Data 0.001 Err 0.1329 top1 2.344 top5 0.781 | Epoch: [83][506/553] Time 2.446 Data 0.001 Err 0.2041 top1 5.469 top5 0.000 | Epoch: [83][507/553] Time 2.436 Data 0.001 Err 0.1083 top1 2.344 top5 0.781 | Epoch: [83][508/553] Time 2.448 Data 0.001 Err 0.1969 top1 5.469 top5 1.562 | Epoch: [83][509/553] Time 2.457 Data 0.001 Err 0.2278 top1 6.250 top5 0.000 | Epoch: [83][510/553] Time 2.440 Data 0.001 Err 0.2992 top1 7.812 top5 0.781 | Epoch: [83][511/553] Time 2.466 Data 0.001 Err 0.2065 top1 6.250 top5 2.344 | Epoch: [83][512/553] Time 2.460 Data 0.001 Err 0.1475 top1 4.688 top5 0.000 | Epoch: [83][513/553] Time 2.479 Data 0.001 Err 0.3106 top1 8.594 top5 2.344 | Epoch: [83][514/553] Time 2.438 Data 0.001 Err 0.1754 top1 5.469 top5 1.562 | Epoch: [83][515/553] Time 2.432 Data 0.001 Err 0.2753 top1 6.250 top5 2.344 | Epoch: [83][516/553] Time 2.483 Data 0.001 Err 0.3045 top1 7.812 top5 3.125 | Epoch: [83][517/553] Time 2.455 Data 0.001 Err 0.1744 top1 6.250 top5 0.781 | Epoch: [83][518/553] Time 2.440 Data 0.001 Err 0.2084 top1 7.031 top5 0.000 | Epoch: [83][519/553] Time 2.462 Data 0.001 Err 0.3138 top1 8.594 top5 1.562 | Epoch: [83][520/553] Time 2.505 Data 0.001 Err 0.3397 top1 8.594 top5 3.125 | Epoch: [83][521/553] Time 2.437 Data 0.000 Err 0.1949 top1 6.250 top5 1.562 | Epoch: [83][522/553] Time 2.462 Data 0.001 Err 0.3688 top1 10.938 top5 3.125 | Epoch: [83][523/553] Time 2.449 Data 0.001 Err 0.2270 top1 5.469 top5 3.125 | Epoch: [83][524/553] Time 2.517 Data 0.001 Err 0.2234 top1 7.031 top5 2.344 | Epoch: [83][525/553] Time 2.434 Data 0.001 Err 0.1952 top1 6.250 top5 1.562 | Epoch: [83][526/553] Time 2.441 Data 0.001 Err 0.2528 top1 6.250 top5 1.562 | Epoch: [83][527/553] Time 2.439 Data 0.001 Err 0.2093 top1 3.906 top5 1.562 | Epoch: [83][528/553] Time 2.455 Data 0.001 Err 0.3263 top1 9.375 top5 2.344 | Epoch: [83][529/553] Time 2.475 Data 0.000 Err 0.3510 top1 9.375 top5 2.344 | Epoch: [83][530/553] Time 2.439 Data 0.001 Err 0.1903 top1 5.469 top5 1.562 | Epoch: [83][531/553] Time 2.465 Data 0.001 Err 0.3235 top1 8.594 top5 1.562 | Epoch: [83][532/553] Time 2.473 Data 0.001 Err 0.2016 top1 6.250 top5 1.562 | Epoch: [83][533/553] Time 2.463 Data 0.001 Err 0.2055 top1 5.469 top5 1.562 | Epoch: [83][534/553] Time 2.435 Data 0.001 Err 0.2988 top1 7.031 top5 2.344 | Epoch: [83][535/553] Time 2.471 Data 0.001 Err 0.1661 top1 2.344 top5 0.781 | Epoch: [83][536/553] Time 2.441 Data 0.001 Err 0.3542 top1 10.156 top5 3.125 | Epoch: [83][537/553] Time 2.457 Data 0.001 Err 0.2059 top1 4.688 top5 1.562 | Epoch: [83][538/553] Time 2.431 Data 0.001 Err 0.2332 top1 5.469 top5 3.125 | Epoch: [83][539/553] Time 2.506 Data 0.001 Err 0.1294 top1 2.344 top5 0.781 | Epoch: [83][540/553] Time 2.472 Data 0.001 Err 0.2118 top1 7.031 top5 0.781 | Epoch: [83][541/553] Time 2.444 Data 0.001 Err 0.3169 top1 5.469 top5 2.344 | Epoch: [83][542/553] Time 2.449 Data 0.001 Err 0.3368 top1 6.250 top5 2.344 | Epoch: [83][543/553] Time 2.481 Data 0.000 Err 0.2090 top1 3.906 top5 2.344 | Epoch: [83][544/553] Time 2.444 Data 0.000 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [83][545/553] Time 2.442 Data 0.000 Err 0.1906 top1 3.906 top5 2.344 | Epoch: [83][546/553] Time 2.436 Data 0.001 Err 0.3241 top1 7.812 top5 2.344 | Epoch: [83][547/553] Time 2.441 Data 0.000 Err 0.3286 top1 7.031 top5 1.562 | Epoch: [83][548/553] Time 2.435 Data 0.000 Err 0.1398 top1 2.344 top5 1.562 | Epoch: [83][549/553] Time 2.430 Data 0.000 Err 0.1943 top1 4.688 top5 2.344 | Epoch: [83][550/553] Time 2.453 Data 0.000 Err 0.2351 top1 6.250 top5 1.562 | Epoch: [83][551/553] Time 2.447 Data 0.001 Err 0.2383 top1 7.031 top5 0.781 | Epoch: [83][552/553] Time 2.439 Data 0.000 Err 0.2879 top1 9.375 top5 1.562 | Epoch: [83][553/553] Time 1.023 Data 0.000 Err 0.5341 top1 15.909 top5 2.273 | Test: [83][1/198] Time 2.217 Data 1.497 top1 10.938 ( 10.938) top5 0.781 ( 0.781) | Test: [83][2/198] Time 0.719 Data 0.001 top1 15.625 ( 13.281) top5 4.688 ( 2.734) | Test: [83][3/198] Time 0.717 Data 0.000 top1 15.625 ( 14.062) top5 3.125 ( 2.865) | Test: [83][4/198] Time 0.725 Data 0.001 top1 10.938 ( 13.281) top5 1.562 ( 2.539) | Test: [83][5/198] Time 0.717 Data 0.001 top1 15.625 ( 13.750) top5 3.125 ( 2.656) | Test: [83][6/198] Time 0.718 Data 0.001 top1 7.812 ( 12.760) top5 2.344 ( 2.604) | Test: [83][7/198] Time 0.716 Data 0.001 top1 9.375 ( 12.277) top5 3.125 ( 2.679) | Test: [83][8/198] Time 0.711 Data 0.001 top1 12.500 ( 12.305) top5 1.562 ( 2.539) | Test: [83][9/198] Time 0.717 Data 0.001 top1 7.031 ( 11.719) top5 1.562 ( 2.431) | Test: [83][10/198] Time 0.713 Data 0.001 top1 14.062 ( 11.953) top5 2.344 ( 2.422) | Test: [83][11/198] Time 0.720 Data 0.001 top1 10.938 ( 11.861) top5 0.781 ( 2.273) | Test: [83][12/198] Time 0.720 Data 0.001 top1 13.281 ( 11.979) top5 2.344 ( 2.279) | Test: [83][13/198] Time 0.720 Data 0.001 top1 15.625 ( 12.260) top5 0.781 ( 2.163) | Test: [83][14/198] Time 0.719 Data 0.001 top1 9.375 ( 12.054) top5 2.344 ( 2.176) | Test: [83][15/198] Time 0.719 Data 0.002 top1 8.594 ( 11.823) top5 3.125 ( 2.240) | Test: [83][16/198] Time 0.719 Data 0.001 top1 11.719 ( 11.816) top5 3.125 ( 2.295) | Test: [83][17/198] Time 0.722 Data 0.001 top1 8.594 ( 11.627) top5 2.344 ( 2.298) | Test: [83][18/198] Time 0.726 Data 0.001 top1 9.375 ( 11.502) top5 2.344 ( 2.300) | Test: [83][19/198] Time 0.718 Data 0.001 top1 14.844 ( 11.678) top5 3.906 ( 2.385) | Test: [83][20/198] Time 0.714 Data 0.001 top1 10.938 ( 11.641) top5 0.781 ( 2.305) | Test: [83][21/198] Time 0.716 Data 0.001 top1 11.719 ( 11.644) top5 0.781 ( 2.232) | Test: [83][22/198] Time 0.726 Data 0.001 top1 9.375 ( 11.541) top5 2.344 ( 2.237) | Test: [83][23/198] Time 0.721 Data 0.001 top1 11.719 ( 11.549) top5 2.344 ( 2.242) | Test: [83][24/198] Time 0.755 Data 0.001 top1 16.406 ( 11.751) top5 3.906 ( 2.311) | Test: [83][25/198] Time 0.714 Data 0.001 top1 16.406 ( 11.938) top5 5.469 ( 2.438) | Test: [83][26/198] Time 0.724 Data 0.001 top1 13.281 ( 11.989) top5 4.688 ( 2.524) | Test: [83][27/198] Time 0.722 Data 0.001 top1 13.281 ( 12.037) top5 2.344 ( 2.517) | Test: [83][28/198] Time 0.726 Data 0.001 top1 11.719 ( 12.026) top5 0.781 ( 2.455) | Test: [83][29/198] Time 0.716 Data 0.001 top1 21.875 ( 12.365) top5 3.906 ( 2.505) | Test: [83][30/198] Time 0.726 Data 0.001 top1 10.938 ( 12.318) top5 2.344 ( 2.500) | Test: [83][31/198] Time 0.730 Data 0.001 top1 11.719 ( 12.298) top5 2.344 ( 2.495) | Test: [83][32/198] Time 0.718 Data 0.001 top1 9.375 ( 12.207) top5 1.562 ( 2.466) | Test: [83][33/198] Time 0.718 Data 0.001 top1 10.156 ( 12.145) top5 2.344 ( 2.462) | Test: [83][34/198] Time 0.730 Data 0.001 top1 14.844 ( 12.224) top5 4.688 ( 2.528) | Test: [83][35/198] Time 0.729 Data 0.001 top1 13.281 ( 12.254) top5 1.562 ( 2.500) | Test: [83][36/198] Time 0.719 Data 0.001 top1 11.719 ( 12.240) top5 3.125 ( 2.517) | Test: [83][37/198] Time 0.723 Data 0.001 top1 9.375 ( 12.162) top5 3.125 ( 2.534) | Test: [83][38/198] Time 0.723 Data 0.001 top1 9.375 ( 12.089) top5 4.688 ( 2.590) | Test: [83][39/198] Time 0.722 Data 0.001 top1 11.719 ( 12.079) top5 2.344 ( 2.584) | Test: [83][40/198] Time 0.727 Data 0.001 top1 7.812 ( 11.973) top5 0.781 ( 2.539) | Test: [83][41/198] Time 0.721 Data 0.001 top1 9.375 ( 11.909) top5 1.562 ( 2.515) | Test: [83][42/198] Time 0.720 Data 0.001 top1 14.062 ( 11.961) top5 3.125 ( 2.530) | Test: [83][43/198] Time 0.727 Data 0.001 top1 10.156 ( 11.919) top5 0.781 ( 2.489) | Test: [83][44/198] Time 0.726 Data 0.000 top1 15.625 ( 12.003) top5 1.562 ( 2.468) | Test: [83][45/198] Time 0.780 Data 0.001 top1 14.844 ( 12.066) top5 3.125 ( 2.483) | Test: [83][46/198] Time 0.765 Data 0.001 top1 9.375 ( 12.007) top5 0.781 ( 2.446) | Test: [83][47/198] Time 0.721 Data 0.001 top1 13.281 ( 12.035) top5 3.906 ( 2.477) | Test: [83][48/198] Time 0.795 Data 0.001 top1 12.500 ( 12.044) top5 3.906 ( 2.507) | Test: [83][49/198] Time 0.820 Data 0.001 top1 21.094 ( 12.229) top5 3.125 ( 2.519) | Test: [83][50/198] Time 0.734 Data 0.001 top1 8.594 ( 12.156) top5 0.000 ( 2.469) | Test: [83][51/198] Time 0.722 Data 0.001 top1 8.594 ( 12.086) top5 2.344 ( 2.466) | Test: [83][52/198] Time 0.727 Data 0.001 top1 12.500 ( 12.094) top5 3.906 ( 2.494) | Test: [83][53/198] Time 0.724 Data 0.001 top1 9.375 ( 12.043) top5 3.125 ( 2.506) | Test: [83][54/198] Time 0.721 Data 0.001 top1 7.812 ( 11.965) top5 2.344 ( 2.503) | Test: [83][55/198] Time 0.732 Data 0.001 top1 10.156 ( 11.932) top5 0.781 ( 2.472) | Test: [83][56/198] Time 0.728 Data 0.001 top1 11.719 ( 11.928) top5 0.000 ( 2.427) | Test: [83][57/198] Time 0.721 Data 0.001 top1 11.719 ( 11.924) top5 3.125 ( 2.440) | Test: [83][58/198] Time 0.717 Data 0.001 top1 7.812 ( 11.853) top5 0.781 ( 2.411) | Test: [83][59/198] Time 0.716 Data 0.001 top1 15.625 ( 11.917) top5 0.781 ( 2.383) | Test: [83][60/198] Time 0.717 Data 0.001 top1 11.719 ( 11.914) top5 3.125 ( 2.396) | Test: [83][61/198] Time 0.719 Data 0.001 top1 9.375 ( 11.872) top5 3.906 ( 2.421) | Test: [83][62/198] Time 0.724 Data 0.001 top1 9.375 ( 11.832) top5 4.688 ( 2.457) | Test: [83][63/198] Time 0.724 Data 0.001 top1 14.844 ( 11.880) top5 0.000 ( 2.418) | Test: [83][64/198] Time 0.718 Data 0.001 top1 14.844 ( 11.926) top5 1.562 ( 2.405) | Test: [83][65/198] Time 0.713 Data 0.001 top1 11.719 ( 11.923) top5 5.469 ( 2.452) | Test: [83][66/198] Time 0.708 Data 0.001 top1 13.281 ( 11.944) top5 3.906 ( 2.474) | Test: [83][67/198] Time 0.723 Data 0.001 top1 12.500 ( 11.952) top5 2.344 ( 2.472) | Test: [83][68/198] Time 0.723 Data 0.001 top1 12.500 ( 11.960) top5 0.781 ( 2.447) | Test: [83][69/198] Time 0.726 Data 0.004 top1 12.500 ( 11.968) top5 2.344 ( 2.446) | Test: [83][70/198] Time 0.725 Data 0.001 top1 11.719 ( 11.964) top5 0.781 ( 2.422) | Test: [83][71/198] Time 0.726 Data 0.001 top1 15.625 ( 12.016) top5 0.781 ( 2.399) | Test: [83][72/198] Time 0.736 Data 0.002 top1 21.094 ( 12.142) top5 0.781 ( 2.376) | Test: [83][73/198] Time 0.761 Data 0.001 top1 11.719 ( 12.136) top5 2.344 ( 2.376) | Test: [83][74/198] Time 0.748 Data 0.001 top1 10.156 ( 12.109) top5 0.000 ( 2.344) | Test: [83][75/198] Time 0.730 Data 0.001 top1 14.844 ( 12.146) top5 2.344 ( 2.344) | Test: [83][76/198] Time 0.769 Data 0.000 top1 8.594 ( 12.099) top5 0.781 ( 2.323) | Test: [83][77/198] Time 0.716 Data 0.001 top1 14.844 ( 12.135) top5 3.906 ( 2.344) | Test: [83][78/198] Time 0.754 Data 0.001 top1 11.719 ( 12.129) top5 0.781 ( 2.324) | Test: [83][79/198] Time 0.728 Data 0.001 top1 19.531 ( 12.223) top5 5.469 ( 2.364) | Test: [83][80/198] Time 0.767 Data 0.001 top1 12.500 ( 12.227) top5 0.781 ( 2.344) | Test: [83][81/198] Time 0.747 Data 0.005 top1 15.625 ( 12.269) top5 1.562 ( 2.334) | Test: [83][82/198] Time 0.746 Data 0.001 top1 10.156 ( 12.243) top5 0.781 ( 2.315) | Test: [83][83/198] Time 0.738 Data 0.001 top1 10.938 ( 12.227) top5 3.906 ( 2.334) | Test: [83][84/198] Time 0.728 Data 0.000 top1 13.281 ( 12.240) top5 3.906 ( 2.353) | Test: [83][85/198] Time 0.728 Data 0.000 top1 12.500 ( 12.243) top5 3.906 ( 2.371) | Test: [83][86/198] Time 0.733 Data 0.000 top1 10.938 ( 12.227) top5 2.344 ( 2.371) | Test: [83][87/198] Time 0.724 Data 0.001 top1 17.969 ( 12.293) top5 2.344 ( 2.371) | Test: [83][88/198] Time 0.722 Data 0.001 top1 15.625 ( 12.331) top5 2.344 ( 2.370) | Test: [83][89/198] Time 0.723 Data 0.001 top1 12.500 ( 12.333) top5 3.125 ( 2.379) | Test: [83][90/198] Time 0.717 Data 0.001 top1 17.188 ( 12.387) top5 3.906 ( 2.396) | Test: [83][91/198] Time 0.721 Data 0.001 top1 11.719 ( 12.380) top5 2.344 ( 2.395) | Test: [83][92/198] Time 0.717 Data 0.001 top1 15.625 ( 12.415) top5 3.125 ( 2.403) | Test: [83][93/198] Time 0.717 Data 0.001 top1 13.281 ( 12.424) top5 3.125 ( 2.411) | Test: [83][94/198] Time 0.726 Data 0.001 top1 17.969 ( 12.483) top5 3.906 ( 2.427) | Test: [83][95/198] Time 0.722 Data 0.001 top1 10.938 ( 12.467) top5 1.562 ( 2.418) | Test: [83][96/198] Time 0.719 Data 0.001 top1 17.188 ( 12.516) top5 5.469 ( 2.450) | Test: [83][97/198] Time 0.718 Data 0.001 top1 5.469 ( 12.444) top5 0.781 ( 2.432) | Test: [83][98/198] Time 0.724 Data 0.000 top1 8.594 ( 12.404) top5 2.344 ( 2.431) | Test: [83][99/198] Time 0.720 Data 0.001 top1 8.594 ( 12.366) top5 3.125 ( 2.438) | Test: [83][100/198] Time 0.715 Data 0.001 top1 14.062 ( 12.383) top5 3.125 ( 2.445) | Test: [83][101/198] Time 0.721 Data 0.001 top1 16.406 ( 12.423) top5 3.125 ( 2.452) | Test: [83][102/198] Time 0.725 Data 0.001 top1 11.719 ( 12.416) top5 3.125 ( 2.459) | Test: [83][103/198] Time 0.736 Data 0.001 top1 12.500 ( 12.417) top5 1.562 ( 2.450) | Test: [83][104/198] Time 0.797 Data 0.001 top1 13.281 ( 12.425) top5 2.344 ( 2.449) | Test: [83][105/198] Time 0.769 Data 0.002 top1 12.500 ( 12.426) top5 2.344 ( 2.448) | Test: [83][106/198] Time 0.821 Data 0.001 top1 15.625 ( 12.456) top5 3.125 ( 2.454) | Test: [83][107/198] Time 0.732 Data 0.001 top1 10.938 ( 12.442) top5 2.344 ( 2.453) | Test: [83][108/198] Time 0.733 Data 0.001 top1 13.281 ( 12.449) top5 3.906 ( 2.467) | Test: [83][109/198] Time 0.732 Data 0.001 top1 7.812 ( 12.407) top5 2.344 ( 2.466) | Test: [83][110/198] Time 0.732 Data 0.005 top1 11.719 ( 12.401) top5 2.344 ( 2.464) | Test: [83][111/198] Time 0.749 Data 0.002 top1 15.625 ( 12.430) top5 3.125 ( 2.470) | Test: [83][112/198] Time 0.719 Data 0.000 top1 9.375 ( 12.402) top5 3.125 ( 2.476) | Test: [83][113/198] Time 0.712 Data 0.001 top1 14.844 ( 12.424) top5 0.781 ( 2.461) | Test: [83][114/198] Time 0.741 Data 0.001 top1 9.375 ( 12.397) top5 0.000 ( 2.440) | Test: [83][115/198] Time 0.717 Data 0.001 top1 14.844 ( 12.418) top5 2.344 ( 2.439) | Test: [83][116/198] Time 0.717 Data 0.001 top1 9.375 ( 12.392) top5 2.344 ( 2.438) | Test: [83][117/198] Time 0.717 Data 0.001 top1 15.625 ( 12.420) top5 2.344 ( 2.437) | Test: [83][118/198] Time 0.716 Data 0.001 top1 16.406 ( 12.454) top5 2.344 ( 2.436) | Test: [83][119/198] Time 0.717 Data 0.001 top1 13.281 ( 12.461) top5 3.125 ( 2.442) | Test: [83][120/198] Time 0.716 Data 0.001 top1 12.500 ( 12.461) top5 2.344 ( 2.441) | Test: [83][121/198] Time 0.722 Data 0.001 top1 14.062 ( 12.474) top5 1.562 ( 2.434) | Test: [83][122/198] Time 0.721 Data 0.001 top1 14.844 ( 12.494) top5 3.906 ( 2.446) | Test: [83][123/198] Time 0.723 Data 0.001 top1 10.156 ( 12.475) top5 1.562 ( 2.439) | Test: [83][124/198] Time 0.720 Data 0.001 top1 13.281 ( 12.481) top5 4.688 ( 2.457) | Test: [83][125/198] Time 0.727 Data 0.001 top1 12.500 ( 12.481) top5 1.562 ( 2.450) | Test: [83][126/198] Time 0.721 Data 0.001 top1 11.719 ( 12.475) top5 2.344 ( 2.449) | Test: [83][127/198] Time 0.757 Data 0.000 top1 14.062 ( 12.488) top5 3.125 ( 2.454) | Test: [83][128/198] Time 0.738 Data 0.001 top1 13.281 ( 12.494) top5 2.344 ( 2.454) | Test: [83][129/198] Time 0.741 Data 0.001 top1 9.375 ( 12.470) top5 3.125 ( 2.459) | Test: [83][130/198] Time 0.721 Data 0.001 top1 14.844 ( 12.488) top5 3.125 ( 2.464) | Test: [83][131/198] Time 0.717 Data 0.001 top1 13.281 ( 12.494) top5 3.125 ( 2.469) | Test: [83][132/198] Time 0.833 Data 0.001 top1 17.969 ( 12.536) top5 3.906 ( 2.480) | Test: [83][133/198] Time 0.728 Data 0.001 top1 8.594 ( 12.506) top5 1.562 ( 2.473) | Test: [83][134/198] Time 0.732 Data 0.001 top1 10.938 ( 12.494) top5 0.781 ( 2.460) | Test: [83][135/198] Time 0.732 Data 0.001 top1 10.938 ( 12.483) top5 2.344 ( 2.459) | Test: [83][136/198] Time 0.726 Data 0.001 top1 11.719 ( 12.477) top5 1.562 ( 2.453) | Test: [83][137/198] Time 0.792 Data 0.001 top1 12.500 ( 12.477) top5 1.562 ( 2.446) | Test: [83][138/198] Time 0.762 Data 0.003 top1 12.500 ( 12.477) top5 3.906 ( 2.457) | Test: [83][139/198] Time 0.726 Data 0.001 top1 13.281 ( 12.483) top5 1.562 ( 2.451) | Test: [83][140/198] Time 0.721 Data 0.004 top1 13.281 ( 12.489) top5 4.688 ( 2.467) | Test: [83][141/198] Time 0.726 Data 0.001 top1 10.156 ( 12.472) top5 0.781 ( 2.455) | Test: [83][142/198] Time 0.721 Data 0.001 top1 13.281 ( 12.478) top5 2.344 ( 2.454) | Test: [83][143/198] Time 0.723 Data 0.001 top1 10.938 ( 12.467) top5 3.125 ( 2.458) | Test: [83][144/198] Time 0.719 Data 0.001 top1 13.281 ( 12.473) top5 3.906 ( 2.469) | Test: [83][145/198] Time 0.717 Data 0.001 top1 8.594 ( 12.446) top5 2.344 ( 2.468) | Test: [83][146/198] Time 0.721 Data 0.001 top1 13.281 ( 12.452) top5 1.562 ( 2.461) | Test: [83][147/198] Time 0.713 Data 0.001 top1 14.062 ( 12.463) top5 3.125 ( 2.466) | Test: [83][148/198] Time 0.721 Data 0.001 top1 14.844 ( 12.479) top5 3.906 ( 2.476) | Test: [83][149/198] Time 0.719 Data 0.002 top1 10.938 ( 12.469) top5 4.688 ( 2.491) | Test: [83][150/198] Time 0.723 Data 0.001 top1 17.188 ( 12.500) top5 3.906 ( 2.500) | Test: [83][151/198] Time 0.712 Data 0.001 top1 15.625 ( 12.521) top5 1.562 ( 2.494) | Test: [83][152/198] Time 0.719 Data 0.001 top1 10.156 ( 12.505) top5 1.562 ( 2.488) | Test: [83][153/198] Time 0.720 Data 0.001 top1 14.844 ( 12.520) top5 2.344 ( 2.487) | Test: [83][154/198] Time 0.718 Data 0.001 top1 9.375 ( 12.500) top5 3.125 ( 2.491) | Test: [83][155/198] Time 0.721 Data 0.001 top1 15.625 ( 12.520) top5 3.906 ( 2.500) | Test: [83][156/198] Time 0.717 Data 0.001 top1 17.969 ( 12.555) top5 2.344 ( 2.499) | Test: [83][157/198] Time 0.725 Data 0.001 top1 11.719 ( 12.550) top5 2.344 ( 2.498) | Test: [83][158/198] Time 0.721 Data 0.001 top1 10.156 ( 12.535) top5 3.125 ( 2.502) | Test: [83][159/198] Time 0.716 Data 0.001 top1 11.719 ( 12.529) top5 3.125 ( 2.506) | Test: [83][160/198] Time 0.762 Data 0.001 top1 11.719 ( 12.524) top5 2.344 ( 2.505) | Test: [83][161/198] Time 0.778 Data 0.001 top1 6.250 ( 12.485) top5 1.562 ( 2.499) | Test: [83][162/198] Time 0.730 Data 0.001 top1 8.594 ( 12.461) top5 1.562 ( 2.493) | Test: [83][163/198] Time 0.730 Data 0.001 top1 10.938 ( 12.452) top5 2.344 ( 2.492) | Test: [83][164/198] Time 0.726 Data 0.001 top1 11.719 ( 12.448) top5 3.125 ( 2.496) | Test: [83][165/198] Time 0.738 Data 0.001 top1 12.500 ( 12.448) top5 2.344 ( 2.495) | Test: [83][166/198] Time 0.727 Data 0.001 top1 12.500 ( 12.448) top5 2.344 ( 2.494) | Test: [83][167/198] Time 0.721 Data 0.001 top1 9.375 ( 12.430) top5 1.562 ( 2.489) | Test: [83][168/198] Time 0.712 Data 0.001 top1 14.062 ( 12.440) top5 6.250 ( 2.511) | Test: [83][169/198] Time 0.720 Data 0.001 top1 21.094 ( 12.491) top5 4.688 ( 2.524) | Test: [83][170/198] Time 0.713 Data 0.001 top1 8.594 ( 12.468) top5 1.562 ( 2.518) | Test: [83][171/198] Time 0.722 Data 0.001 top1 4.688 ( 12.422) top5 0.781 ( 2.508) | Test: [83][172/198] Time 0.717 Data 0.000 top1 7.812 ( 12.396) top5 0.781 ( 2.498) | Test: [83][173/198] Time 0.725 Data 0.001 top1 17.969 ( 12.428) top5 7.031 ( 2.524) | Test: [83][174/198] Time 0.722 Data 0.001 top1 10.156 ( 12.415) top5 1.562 ( 2.519) | Test: [83][175/198] Time 0.719 Data 0.001 top1 17.188 ( 12.442) top5 4.688 ( 2.531) | Test: [83][176/198] Time 0.719 Data 0.001 top1 14.062 ( 12.451) top5 1.562 ( 2.526) | Test: [83][177/198] Time 0.713 Data 0.001 top1 10.938 ( 12.443) top5 4.688 ( 2.538) | Test: [83][178/198] Time 0.722 Data 0.001 top1 12.500 ( 12.443) top5 0.781 ( 2.528) | Test: [83][179/198] Time 0.719 Data 0.002 top1 12.500 ( 12.443) top5 3.125 ( 2.531) | Test: [83][180/198] Time 0.728 Data 0.001 top1 11.719 ( 12.439) top5 0.781 ( 2.522) | Test: [83][181/198] Time 0.726 Data 0.001 top1 15.625 ( 12.457) top5 2.344 ( 2.521) | Test: [83][182/198] Time 0.720 Data 0.001 top1 10.156 ( 12.444) top5 2.344 ( 2.520) | Test: [83][183/198] Time 0.718 Data 0.001 top1 10.938 ( 12.436) top5 1.562 ( 2.515) | Test: [83][184/198] Time 0.739 Data 0.001 top1 9.375 ( 12.419) top5 3.125 ( 2.518) | Test: [83][185/198] Time 0.759 Data 0.001 top1 12.500 ( 12.420) top5 3.906 ( 2.525) | Test: [83][186/198] Time 0.719 Data 0.001 top1 5.469 ( 12.382) top5 2.344 ( 2.524) | Test: [83][187/198] Time 0.716 Data 0.001 top1 9.375 ( 12.366) top5 2.344 ( 2.523) | Test: [83][188/198] Time 0.722 Data 0.000 top1 13.281 ( 12.371) top5 3.125 ( 2.527) | Test: [83][189/198] Time 0.718 Data 0.000 top1 10.938 ( 12.364) top5 3.125 ( 2.530) | Test: [83][190/198] Time 0.806 Data 0.000 top1 10.938 ( 12.356) top5 0.781 ( 2.521) | Test: [83][191/198] Time 0.797 Data 0.000 top1 14.844 ( 12.369) top5 2.344 ( 2.520) | Test: [83][192/198] Time 0.729 Data 0.001 top1 15.625 ( 12.386) top5 3.125 ( 2.523) | Test: [83][193/198] Time 0.726 Data 0.000 top1 11.719 ( 12.383) top5 1.562 ( 2.518) | Test: [83][194/198] Time 0.727 Data 0.000 top1 14.062 ( 12.391) top5 2.344 ( 2.517) | Test: [83][195/198] Time 0.720 Data 0.000 top1 7.812 ( 12.368) top5 0.781 ( 2.508) | Test: [83][196/198] Time 0.748 Data 0.001 top1 8.594 ( 12.349) top5 0.781 ( 2.499) | Test: [83][197/198] Time 0.266 Data 0.000 top1 8.824 ( 12.331) top5 0.000 ( 2.487) | Test: [83][198/198] Time 0.714 Data 0.000 top1 13.281 ( 12.335) top5 0.781 ( 2.478) * Finished epoch # 83 top1: 12.335 top5: 2.478 Epoch 84 => Training epoch # 84 | Epoch: [84][1/553] Time 5.163 Data 2.670 Err 0.1631 top1 3.906 top5 0.781 | Epoch: [84][2/553] Time 2.453 Data 0.001 Err 0.5031 top1 11.719 top5 6.250 | Epoch: [84][3/553] Time 2.473 Data 0.001 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [84][4/553] Time 2.443 Data 0.001 Err 0.1881 top1 4.688 top5 0.781 | Epoch: [84][5/553] Time 2.434 Data 0.001 Err 0.2501 top1 5.469 top5 3.125 | Epoch: [84][6/553] Time 2.469 Data 0.001 Err 0.2287 top1 5.469 top5 0.781 | Epoch: [84][7/553] Time 2.464 Data 0.001 Err 0.2902 top1 7.031 top5 3.125 | Epoch: [84][8/553] Time 2.451 Data 0.001 Err 0.1901 top1 6.250 top5 1.562 | Epoch: [84][9/553] Time 2.463 Data 0.001 Err 0.2784 top1 8.594 top5 2.344 | Epoch: [84][10/553] Time 2.452 Data 0.006 Err 0.1598 top1 4.688 top5 0.781 | Epoch: [84][11/553] Time 2.443 Data 0.001 Err 0.3935 top1 11.719 top5 3.906 | Epoch: [84][12/553] Time 2.436 Data 0.001 Err 0.2208 top1 3.125 top5 1.562 | Epoch: [84][13/553] Time 2.465 Data 0.001 Err 0.1465 top1 2.344 top5 0.781 | Epoch: [84][14/553] Time 2.467 Data 0.001 Err 0.2744 top1 7.812 top5 3.125 | Epoch: [84][15/553] Time 2.438 Data 0.001 Err 0.3097 top1 8.594 top5 2.344 | Epoch: [84][16/553] Time 2.454 Data 0.001 Err 0.2809 top1 7.031 top5 1.562 | Epoch: [84][17/553] Time 2.436 Data 0.001 Err 0.2801 top1 4.688 top5 3.125 | Epoch: [84][18/553] Time 2.438 Data 0.001 Err 0.2970 top1 8.594 top5 3.125 | Epoch: [84][19/553] Time 2.445 Data 0.001 Err 0.1931 top1 5.469 top5 0.781 | Epoch: [84][20/553] Time 2.429 Data 0.001 Err 0.4408 top1 10.156 top5 2.344 | Epoch: [84][21/553] Time 2.444 Data 0.000 Err 0.2427 top1 6.250 top5 1.562 | Epoch: [84][22/553] Time 2.446 Data 0.001 Err 0.2579 top1 7.812 top5 2.344 | Epoch: [84][23/553] Time 2.437 Data 0.001 Err 0.4190 top1 9.375 top5 5.469 | Epoch: [84][24/553] Time 2.444 Data 0.000 Err 0.1350 top1 3.906 top5 0.000 | Epoch: [84][25/553] Time 2.448 Data 0.001 Err 0.2725 top1 9.375 top5 1.562 | Epoch: [84][26/553] Time 2.438 Data 0.001 Err 0.4104 top1 7.812 top5 4.688 | Epoch: [84][27/553] Time 2.453 Data 0.000 Err 0.2725 top1 7.031 top5 2.344 | Epoch: [84][28/553] Time 2.484 Data 0.001 Err 0.1692 top1 4.688 top5 0.781 | Epoch: [84][29/553] Time 2.477 Data 0.000 Err 0.1668 top1 6.250 top5 2.344 | Epoch: [84][30/553] Time 2.472 Data 0.000 Err 0.2650 top1 6.250 top5 3.125 | Epoch: [84][31/553] Time 2.458 Data 0.001 Err 0.1378 top1 3.906 top5 0.000 | Epoch: [84][32/553] Time 2.440 Data 0.001 Err 0.2174 top1 6.250 top5 0.000 | Epoch: [84][33/553] Time 2.478 Data 0.001 Err 0.2029 top1 5.469 top5 2.344 | Epoch: [84][34/553] Time 2.451 Data 0.000 Err 0.2289 top1 7.812 top5 0.781 | Epoch: [84][35/553] Time 2.473 Data 0.001 Err 0.2373 top1 8.594 top5 0.781 | Epoch: [84][36/553] Time 2.446 Data 0.001 Err 0.2985 top1 7.812 top5 3.125 | Epoch: [84][37/553] Time 2.450 Data 0.001 Err 0.2555 top1 8.594 top5 1.562 | Epoch: [84][38/553] Time 2.470 Data 0.005 Err 0.1971 top1 5.469 top5 2.344 | Epoch: [84][39/553] Time 2.438 Data 0.001 Err 0.2165 top1 6.250 top5 2.344 | Epoch: [84][40/553] Time 2.460 Data 0.001 Err 0.2157 top1 6.250 top5 1.562 | Epoch: [84][41/553] Time 2.469 Data 0.001 Err 0.1528 top1 2.344 top5 0.781 | Epoch: [84][42/553] Time 2.480 Data 0.001 Err 0.1631 top1 4.688 top5 0.781 | Epoch: [84][43/553] Time 2.490 Data 0.001 Err 0.1798 top1 5.469 top5 0.781 | Epoch: [84][44/553] Time 2.450 Data 0.001 Err 0.1911 top1 5.469 top5 1.562 | Epoch: [84][45/553] Time 2.438 Data 0.001 Err 0.3495 top1 7.812 top5 1.562 | Epoch: [84][46/553] Time 2.526 Data 0.001 Err 0.2917 top1 7.031 top5 2.344 | Epoch: [84][47/553] Time 2.438 Data 0.001 Err 0.2537 top1 6.250 top5 1.562 | Epoch: [84][48/553] Time 2.454 Data 0.003 Err 0.2588 top1 7.031 top5 2.344 | Epoch: [84][49/553] Time 2.469 Data 0.000 Err 0.2015 top1 6.250 top5 2.344 | Epoch: [84][50/553] Time 2.441 Data 0.001 Err 0.4539 top1 10.938 top5 4.688 | Epoch: [84][51/553] Time 2.446 Data 0.001 Err 0.2621 top1 6.250 top5 2.344 | Epoch: [84][52/553] Time 2.470 Data 0.001 Err 0.2205 top1 5.469 top5 1.562 | Epoch: [84][53/553] Time 2.450 Data 0.000 Err 0.2324 top1 7.031 top5 1.562 | Epoch: [84][54/553] Time 2.463 Data 0.001 Err 0.3168 top1 7.812 top5 3.125 | Epoch: [84][55/553] Time 2.447 Data 0.001 Err 0.2641 top1 4.688 top5 2.344 | Epoch: [84][56/553] Time 2.445 Data 0.001 Err 0.2491 top1 5.469 top5 3.125 | Epoch: [84][57/553] Time 2.471 Data 0.001 Err 0.1419 top1 2.344 top5 0.000 | Epoch: [84][58/553] Time 2.491 Data 0.001 Err 0.2350 top1 7.031 top5 0.781 | Epoch: [84][59/553] Time 2.541 Data 0.000 Err 0.3243 top1 8.594 top5 4.688 | Epoch: [84][60/553] Time 2.436 Data 0.001 Err 0.2414 top1 6.250 top5 1.562 | Epoch: [84][61/553] Time 2.451 Data 0.001 Err 0.1564 top1 3.906 top5 1.562 | Epoch: [84][62/553] Time 2.449 Data 0.001 Err 0.3201 top1 7.812 top5 3.125 | Epoch: [84][63/553] Time 2.481 Data 0.001 Err 0.2491 top1 7.812 top5 1.562 | Epoch: [84][64/553] Time 2.439 Data 0.001 Err 0.3748 top1 9.375 top5 4.688 | Epoch: [84][65/553] Time 2.446 Data 0.001 Err 0.2370 top1 3.906 top5 2.344 | Epoch: [84][66/553] Time 2.445 Data 0.001 Err 0.2288 top1 7.031 top5 1.562 | Epoch: [84][67/553] Time 2.520 Data 0.003 Err 0.2109 top1 7.812 top5 1.562 | Epoch: [84][68/553] Time 2.448 Data 0.001 Err 0.2092 top1 6.250 top5 3.125 | Epoch: [84][69/553] Time 2.465 Data 0.001 Err 0.2565 top1 4.688 top5 1.562 | Epoch: [84][70/553] Time 2.433 Data 0.001 Err 0.1477 top1 3.906 top5 0.781 | Epoch: [84][71/553] Time 2.490 Data 0.000 Err 0.2856 top1 6.250 top5 4.688 | Epoch: [84][72/553] Time 2.447 Data 0.001 Err 0.2809 top1 8.594 top5 1.562 | Epoch: [84][73/553] Time 2.479 Data 0.001 Err 0.1039 top1 3.125 top5 0.781 | Epoch: [84][74/553] Time 2.445 Data 0.001 Err 0.3429 top1 9.375 top5 3.906 | Epoch: [84][75/553] Time 2.488 Data 0.001 Err 0.0852 top1 1.562 top5 0.000 | Epoch: [84][76/553] Time 2.481 Data 0.001 Err 0.1695 top1 3.906 top5 0.781 | Epoch: [84][77/553] Time 2.457 Data 0.001 Err 0.2589 top1 7.812 top5 0.781 | Epoch: [84][78/553] Time 2.447 Data 0.001 Err 0.3340 top1 9.375 top5 2.344 | Epoch: [84][79/553] Time 2.455 Data 0.001 Err 0.2987 top1 9.375 top5 2.344 | Epoch: [84][80/553] Time 2.445 Data 0.001 Err 0.2769 top1 9.375 top5 1.562 | Epoch: [84][81/553] Time 2.516 Data 0.001 Err 0.2719 top1 6.250 top5 1.562 | Epoch: [84][82/553] Time 2.445 Data 0.001 Err 0.1433 top1 5.469 top5 0.000 | Epoch: [84][83/553] Time 2.471 Data 0.001 Err 0.2242 top1 6.250 top5 0.781 | Epoch: [84][84/553] Time 2.456 Data 0.001 Err 0.2331 top1 4.688 top5 2.344 | Epoch: [84][85/553] Time 2.436 Data 0.001 Err 0.2472 top1 7.031 top5 2.344 | Epoch: [84][86/553] Time 2.497 Data 0.004 Err 0.1928 top1 5.469 top5 1.562 | Epoch: [84][87/553] Time 2.446 Data 0.001 Err 0.2354 top1 6.250 top5 2.344 | Epoch: [84][88/553] Time 2.442 Data 0.001 Err 0.2038 top1 3.906 top5 1.562 | Epoch: [84][89/553] Time 2.441 Data 0.001 Err 0.2565 top1 7.031 top5 1.562 | Epoch: [84][90/553] Time 2.444 Data 0.001 Err 0.2766 top1 7.812 top5 1.562 | Epoch: [84][91/553] Time 2.474 Data 0.001 Err 0.3296 top1 8.594 top5 2.344 | Epoch: [84][92/553] Time 2.461 Data 0.001 Err 0.1891 top1 3.906 top5 1.562 | Epoch: [84][93/553] Time 2.451 Data 0.001 Err 0.2554 top1 6.250 top5 2.344 | Epoch: [84][94/553] Time 2.448 Data 0.001 Err 0.2737 top1 6.250 top5 3.125 | Epoch: [84][95/553] Time 2.454 Data 0.001 Err 0.2975 top1 6.250 top5 2.344 | Epoch: [84][96/553] Time 2.546 Data 0.001 Err 0.2370 top1 7.031 top5 2.344 | Epoch: [84][97/553] Time 2.456 Data 0.000 Err 0.1730 top1 3.906 top5 0.781 | Epoch: [84][98/553] Time 2.459 Data 0.001 Err 0.3811 top1 8.594 top5 3.906 | Epoch: [84][99/553] Time 2.453 Data 0.001 Err 0.3056 top1 10.156 top5 3.125 | Epoch: [84][100/553] Time 2.452 Data 0.001 Err 0.1871 top1 3.906 top5 1.562 | Epoch: [84][101/553] Time 2.451 Data 0.001 Err 0.2356 top1 6.250 top5 1.562 | Epoch: [84][102/553] Time 2.440 Data 0.001 Err 0.2196 top1 5.469 top5 1.562 | Epoch: [84][103/553] Time 2.448 Data 0.001 Err 0.4031 top1 10.938 top5 3.906 | Epoch: [84][104/553] Time 2.438 Data 0.001 Err 0.2908 top1 8.594 top5 2.344 | Epoch: [84][105/553] Time 2.467 Data 0.001 Err 0.1217 top1 3.906 top5 0.000 | Epoch: [84][106/553] Time 2.488 Data 0.001 Err 0.1930 top1 5.469 top5 0.781 | Epoch: [84][107/553] Time 2.452 Data 0.001 Err 0.2464 top1 7.031 top5 2.344 | Epoch: [84][108/553] Time 2.443 Data 0.001 Err 0.2833 top1 5.469 top5 3.125 | Epoch: [84][109/553] Time 2.463 Data 0.001 Err 0.2107 top1 3.906 top5 1.562 | Epoch: [84][110/553] Time 2.468 Data 0.001 Err 0.1790 top1 5.469 top5 0.781 | Epoch: [84][111/553] Time 2.461 Data 0.001 Err 0.2880 top1 6.250 top5 3.125 | Epoch: [84][112/553] Time 2.435 Data 0.001 Err 0.4342 top1 14.062 top5 3.906 | Epoch: [84][113/553] Time 2.451 Data 0.001 Err 0.2893 top1 8.594 top5 1.562 | Epoch: [84][114/553] Time 2.446 Data 0.001 Err 0.2668 top1 8.594 top5 1.562 | Epoch: [84][115/553] Time 2.456 Data 0.001 Err 0.2807 top1 7.031 top5 2.344 | Epoch: [84][116/553] Time 2.450 Data 0.000 Err 0.2114 top1 6.250 top5 0.781 | Epoch: [84][117/553] Time 2.463 Data 0.001 Err 0.2174 top1 7.812 top5 1.562 | Epoch: [84][118/553] Time 2.457 Data 0.001 Err 0.1953 top1 6.250 top5 0.781 | Epoch: [84][119/553] Time 2.466 Data 0.001 Err 0.3011 top1 7.812 top5 3.125 | Epoch: [84][120/553] Time 2.446 Data 0.001 Err 0.1820 top1 3.906 top5 0.781 | Epoch: [84][121/553] Time 2.446 Data 0.001 Err 0.2916 top1 6.250 top5 2.344 | Epoch: [84][122/553] Time 2.440 Data 0.001 Err 0.1393 top1 4.688 top5 0.781 | Epoch: [84][123/553] Time 2.469 Data 0.001 Err 0.1906 top1 5.469 top5 1.562 | Epoch: [84][124/553] Time 2.445 Data 0.003 Err 0.2058 top1 7.031 top5 0.781 | Epoch: [84][125/553] Time 2.465 Data 0.000 Err 0.1528 top1 3.125 top5 0.781 | Epoch: [84][126/553] Time 2.483 Data 0.000 Err 0.3096 top1 10.938 top5 1.562 | Epoch: [84][127/553] Time 2.443 Data 0.001 Err 0.3083 top1 6.250 top5 3.125 | Epoch: [84][128/553] Time 2.460 Data 0.001 Err 0.1409 top1 2.344 top5 0.781 | Epoch: [84][129/553] Time 2.445 Data 0.001 Err 0.1844 top1 3.125 top5 0.781 | Epoch: [84][130/553] Time 2.479 Data 0.001 Err 0.1482 top1 4.688 top5 0.000 | Epoch: [84][131/553] Time 2.504 Data 0.001 Err 0.2709 top1 6.250 top5 2.344 | Epoch: [84][132/553] Time 2.445 Data 0.001 Err 0.1599 top1 4.688 top5 1.562 | Epoch: [84][133/553] Time 2.466 Data 0.001 Err 0.1943 top1 5.469 top5 0.781 | Epoch: [84][134/553] Time 2.451 Data 0.001 Err 0.1658 top1 3.906 top5 0.781 | Epoch: [84][135/553] Time 2.491 Data 0.001 Err 0.1979 top1 10.156 top5 0.000 | Epoch: [84][136/553] Time 2.438 Data 0.001 Err 0.2258 top1 6.250 top5 0.781 | Epoch: [84][137/553] Time 2.444 Data 0.001 Err 0.2154 top1 5.469 top5 2.344 | Epoch: [84][138/553] Time 2.499 Data 0.001 Err 0.2629 top1 9.375 top5 2.344 | Epoch: [84][139/553] Time 2.449 Data 0.001 Err 0.2359 top1 5.469 top5 1.562 | Epoch: [84][140/553] Time 2.441 Data 0.001 Err 0.3142 top1 8.594 top5 2.344 | Epoch: [84][141/553] Time 2.467 Data 0.001 Err 0.2777 top1 7.031 top5 0.781 | Epoch: [84][142/553] Time 2.472 Data 0.001 Err 0.1931 top1 6.250 top5 0.781 | Epoch: [84][143/553] Time 2.454 Data 0.002 Err 0.1884 top1 5.469 top5 0.781 | Epoch: [84][144/553] Time 2.447 Data 0.001 Err 0.2362 top1 5.469 top5 0.781 | Epoch: [84][145/553] Time 2.446 Data 0.001 Err 0.1669 top1 3.906 top5 1.562 | Epoch: [84][146/553] Time 2.472 Data 0.001 Err 0.4051 top1 10.156 top5 4.688 | Epoch: [84][147/553] Time 2.486 Data 0.001 Err 0.1558 top1 4.688 top5 1.562 | Epoch: [84][148/553] Time 2.447 Data 0.001 Err 0.3158 top1 9.375 top5 0.781 | Epoch: [84][149/553] Time 2.477 Data 0.001 Err 0.2398 top1 4.688 top5 1.562 | Epoch: [84][150/553] Time 2.473 Data 0.001 Err 0.2740 top1 7.031 top5 2.344 | Epoch: [84][151/553] Time 2.445 Data 0.001 Err 0.1778 top1 4.688 top5 0.000 | Epoch: [84][152/553] Time 2.449 Data 0.001 Err 0.2903 top1 7.031 top5 3.125 | Epoch: [84][153/553] Time 2.524 Data 0.001 Err 0.1376 top1 3.125 top5 0.000 | Epoch: [84][154/553] Time 2.471 Data 0.001 Err 0.3188 top1 7.812 top5 3.125 | Epoch: [84][155/553] Time 2.471 Data 0.001 Err 0.3380 top1 10.938 top5 2.344 | Epoch: [84][156/553] Time 2.484 Data 0.000 Err 0.3175 top1 8.594 top5 3.125 | Epoch: [84][157/553] Time 2.443 Data 0.001 Err 0.2253 top1 3.906 top5 2.344 | Epoch: [84][158/553] Time 2.482 Data 0.001 Err 0.1292 top1 3.906 top5 0.781 | Epoch: [84][159/553] Time 2.449 Data 0.001 Err 0.2596 top1 8.594 top5 1.562 | Epoch: [84][160/553] Time 2.447 Data 0.001 Err 0.3051 top1 10.156 top5 1.562 | Epoch: [84][161/553] Time 2.446 Data 0.001 Err 0.1492 top1 3.906 top5 0.781 | Epoch: [84][162/553] Time 2.484 Data 0.001 Err 0.1633 top1 3.125 top5 0.781 | Epoch: [84][163/553] Time 2.460 Data 0.001 Err 0.2213 top1 3.125 top5 1.562 | Epoch: [84][164/553] Time 2.445 Data 0.001 Err 0.2128 top1 6.250 top5 1.562 | Epoch: [84][165/553] Time 2.451 Data 0.001 Err 0.2486 top1 6.250 top5 3.125 | Epoch: [84][166/553] Time 2.470 Data 0.001 Err 0.3487 top1 10.156 top5 3.125 | Epoch: [84][167/553] Time 2.454 Data 0.001 Err 0.1621 top1 3.125 top5 0.781 | Epoch: [84][168/553] Time 2.435 Data 0.001 Err 0.3274 top1 9.375 top5 3.906 | Epoch: [84][169/553] Time 2.444 Data 0.001 Err 0.3331 top1 6.250 top5 3.125 | Epoch: [84][170/553] Time 2.438 Data 0.001 Err 0.2820 top1 6.250 top5 3.125 | Epoch: [84][171/553] Time 2.448 Data 0.001 Err 0.3676 top1 9.375 top5 4.688 | Epoch: [84][172/553] Time 2.489 Data 0.001 Err 0.2866 top1 7.812 top5 1.562 | Epoch: [84][173/553] Time 2.475 Data 0.000 Err 0.2933 top1 5.469 top5 3.125 | Epoch: [84][174/553] Time 2.458 Data 0.001 Err 0.1676 top1 4.688 top5 0.781 | Epoch: [84][175/553] Time 2.480 Data 0.001 Err 0.1427 top1 3.125 top5 0.781 | Epoch: [84][176/553] Time 2.464 Data 0.001 Err 0.1533 top1 3.906 top5 1.562 | Epoch: [84][177/553] Time 2.443 Data 0.001 Err 0.2441 top1 5.469 top5 2.344 | Epoch: [84][178/553] Time 2.449 Data 0.001 Err 0.1976 top1 4.688 top5 2.344 | Epoch: [84][179/553] Time 2.483 Data 0.001 Err 0.1840 top1 5.469 top5 0.781 | Epoch: [84][180/553] Time 2.437 Data 0.001 Err 0.2419 top1 6.250 top5 1.562 | Epoch: [84][181/553] Time 2.454 Data 0.001 Err 0.0918 top1 1.562 top5 0.781 | Epoch: [84][182/553] Time 2.478 Data 0.001 Err 0.2361 top1 7.812 top5 1.562 | Epoch: [84][183/553] Time 2.454 Data 0.001 Err 0.2313 top1 6.250 top5 1.562 | Epoch: [84][184/553] Time 2.481 Data 0.001 Err 0.3149 top1 7.812 top5 3.125 | Epoch: [84][185/553] Time 2.487 Data 0.001 Err 0.1815 top1 3.906 top5 0.781 | Epoch: [84][186/553] Time 2.440 Data 0.001 Err 0.2759 top1 7.812 top5 0.781 | Epoch: [84][187/553] Time 2.443 Data 0.001 Err 0.2553 top1 7.031 top5 0.781 | Epoch: [84][188/553] Time 2.443 Data 0.001 Err 0.2034 top1 7.031 top5 1.562 | Epoch: [84][189/553] Time 2.485 Data 0.001 Err 0.3592 top1 7.812 top5 3.906 | Epoch: [84][190/553] Time 2.481 Data 0.001 Err 0.3808 top1 9.375 top5 3.906 | Epoch: [84][191/553] Time 2.498 Data 0.001 Err 0.4218 top1 9.375 top5 3.906 | Epoch: [84][192/553] Time 2.447 Data 0.001 Err 0.2434 top1 8.594 top5 1.562 | Epoch: [84][193/553] Time 2.477 Data 0.001 Err 0.2164 top1 4.688 top5 2.344 | Epoch: [84][194/553] Time 2.461 Data 0.001 Err 0.3296 top1 9.375 top5 3.125 | Epoch: [84][195/553] Time 2.445 Data 0.001 Err 0.1543 top1 1.562 top5 1.562 | Epoch: [84][196/553] Time 2.448 Data 0.001 Err 0.1772 top1 4.688 top5 1.562 | Epoch: [84][197/553] Time 2.454 Data 0.001 Err 0.2508 top1 5.469 top5 2.344 | Epoch: [84][198/553] Time 2.472 Data 0.001 Err 0.4101 top1 10.156 top5 3.906 | Epoch: [84][199/553] Time 2.466 Data 0.001 Err 0.1495 top1 4.688 top5 0.781 | Epoch: [84][200/553] Time 2.448 Data 0.001 Err 0.4206 top1 6.250 top5 3.906 | Epoch: [84][201/553] Time 2.454 Data 0.001 Err 0.2030 top1 5.469 top5 1.562 | Epoch: [84][202/553] Time 2.471 Data 0.001 Err 0.1578 top1 3.906 top5 2.344 | Epoch: [84][203/553] Time 2.458 Data 0.001 Err 0.2930 top1 9.375 top5 2.344 | Epoch: [84][204/553] Time 2.462 Data 0.001 Err 0.2566 top1 7.812 top5 2.344 | Epoch: [84][205/553] Time 2.447 Data 0.001 Err 0.1902 top1 6.250 top5 1.562 | Epoch: [84][206/553] Time 2.467 Data 0.001 Err 0.2292 top1 4.688 top5 1.562 | Epoch: [84][207/553] Time 2.437 Data 0.001 Err 0.3517 top1 7.812 top5 2.344 | Epoch: [84][208/553] Time 2.479 Data 0.001 Err 0.1961 top1 3.125 top5 1.562 | Epoch: [84][209/553] Time 2.457 Data 0.001 Err 0.3388 top1 11.719 top5 1.562 | Epoch: [84][210/553] Time 2.482 Data 0.001 Err 0.2285 top1 4.688 top5 2.344 | Epoch: [84][211/553] Time 2.446 Data 0.001 Err 0.2542 top1 8.594 top5 1.562 | Epoch: [84][212/553] Time 2.446 Data 0.001 Err 0.2050 top1 3.125 top5 2.344 | Epoch: [84][213/553] Time 2.443 Data 0.000 Err 0.0894 top1 2.344 top5 0.000 | Epoch: [84][214/553] Time 2.460 Data 0.001 Err 0.1718 top1 2.344 top5 1.562 | Epoch: [84][215/553] Time 2.437 Data 0.001 Err 0.2248 top1 3.906 top5 1.562 | Epoch: [84][216/553] Time 2.441 Data 0.001 Err 0.2049 top1 6.250 top5 0.781 | Epoch: [84][217/553] Time 2.449 Data 0.001 Err 0.0569 top1 1.562 top5 0.000 | Epoch: [84][218/553] Time 2.479 Data 0.001 Err 0.2528 top1 6.250 top5 3.125 | Epoch: [84][219/553] Time 2.477 Data 0.005 Err 0.1806 top1 4.688 top5 2.344 | Epoch: [84][220/553] Time 2.435 Data 0.001 Err 0.3480 top1 10.938 top5 2.344 | Epoch: [84][221/553] Time 2.449 Data 0.001 Err 0.4251 top1 8.594 top5 4.688 | Epoch: [84][222/553] Time 2.433 Data 0.001 Err 0.1209 top1 3.125 top5 0.000 | Epoch: [84][223/553] Time 2.450 Data 0.001 Err 0.3648 top1 8.594 top5 2.344 | Epoch: [84][224/553] Time 2.443 Data 0.001 Err 0.2548 top1 7.031 top5 1.562 | Epoch: [84][225/553] Time 2.443 Data 0.001 Err 0.1712 top1 3.906 top5 0.000 | Epoch: [84][226/553] Time 2.462 Data 0.001 Err 0.0990 top1 2.344 top5 0.000 | Epoch: [84][227/553] Time 2.446 Data 0.001 Err 0.2634 top1 4.688 top5 2.344 | Epoch: [84][228/553] Time 2.490 Data 0.001 Err 0.2673 top1 6.250 top5 2.344 | Epoch: [84][229/553] Time 2.459 Data 0.001 Err 0.0998 top1 1.562 top5 0.000 | Epoch: [84][230/553] Time 2.442 Data 0.001 Err 0.2567 top1 6.250 top5 0.000 | Epoch: [84][231/553] Time 2.437 Data 0.001 Err 0.1820 top1 4.688 top5 2.344 | Epoch: [84][232/553] Time 2.461 Data 0.000 Err 0.3164 top1 9.375 top5 2.344 | Epoch: [84][233/553] Time 2.470 Data 0.001 Err 0.2195 top1 6.250 top5 1.562 | Epoch: [84][234/553] Time 2.441 Data 0.001 Err 0.2363 top1 4.688 top5 1.562 | Epoch: [84][235/553] Time 2.440 Data 0.001 Err 0.2383 top1 7.812 top5 0.781 | Epoch: [84][236/553] Time 2.493 Data 0.001 Err 0.3113 top1 9.375 top5 3.906 | Epoch: [84][237/553] Time 2.445 Data 0.001 Err 0.1934 top1 5.469 top5 1.562 | Epoch: [84][238/553] Time 2.442 Data 0.005 Err 0.3229 top1 7.812 top5 2.344 | Epoch: [84][239/553] Time 2.446 Data 0.001 Err 0.0976 top1 1.562 top5 0.000 | Epoch: [84][240/553] Time 2.435 Data 0.001 Err 0.2353 top1 6.250 top5 2.344 | Epoch: [84][241/553] Time 2.478 Data 0.001 Err 0.2122 top1 5.469 top5 1.562 | Epoch: [84][242/553] Time 2.457 Data 0.001 Err 0.1935 top1 6.250 top5 1.562 | Epoch: [84][243/553] Time 2.434 Data 0.001 Err 0.3069 top1 7.812 top5 3.125 | Epoch: [84][244/553] Time 2.433 Data 0.001 Err 0.2285 top1 5.469 top5 0.781 | Epoch: [84][245/553] Time 2.481 Data 0.001 Err 0.3257 top1 8.594 top5 3.125 | Epoch: [84][246/553] Time 2.484 Data 0.001 Err 0.2202 top1 3.906 top5 2.344 | Epoch: [84][247/553] Time 2.446 Data 0.001 Err 0.1854 top1 4.688 top5 1.562 | Epoch: [84][248/553] Time 2.450 Data 0.001 Err 0.1101 top1 2.344 top5 0.000 | Epoch: [84][249/553] Time 2.433 Data 0.001 Err 0.2226 top1 7.031 top5 1.562 | Epoch: [84][250/553] Time 2.454 Data 0.001 Err 0.3598 top1 10.156 top5 4.688 | Epoch: [84][251/553] Time 2.474 Data 0.001 Err 0.2774 top1 6.250 top5 2.344 | Epoch: [84][252/553] Time 2.441 Data 0.001 Err 0.2169 top1 5.469 top5 0.781 | Epoch: [84][253/553] Time 2.437 Data 0.001 Err 0.4033 top1 9.375 top5 6.250 | Epoch: [84][254/553] Time 2.432 Data 0.001 Err 0.3312 top1 7.812 top5 3.906 | Epoch: [84][255/553] Time 2.445 Data 0.001 Err 0.3643 top1 10.156 top5 3.906 | Epoch: [84][256/553] Time 2.501 Data 0.001 Err 0.1588 top1 5.469 top5 0.781 | Epoch: [84][257/553] Time 2.481 Data 0.001 Err 0.4440 top1 9.375 top5 5.469 | Epoch: [84][258/553] Time 2.444 Data 0.001 Err 0.2734 top1 7.812 top5 2.344 | Epoch: [84][259/553] Time 2.544 Data 0.001 Err 0.2123 top1 6.250 top5 2.344 | Epoch: [84][260/553] Time 2.436 Data 0.001 Err 0.2223 top1 5.469 top5 1.562 | Epoch: [84][261/553] Time 2.455 Data 0.001 Err 0.1538 top1 3.125 top5 0.000 | Epoch: [84][262/553] Time 2.449 Data 0.001 Err 0.2281 top1 7.812 top5 1.562 | Epoch: [84][263/553] Time 2.463 Data 0.001 Err 0.1713 top1 3.125 top5 0.781 | Epoch: [84][264/553] Time 2.432 Data 0.001 Err 0.2395 top1 4.688 top5 2.344 | Epoch: [84][265/553] Time 2.434 Data 0.001 Err 0.2335 top1 5.469 top5 2.344 | Epoch: [84][266/553] Time 2.447 Data 0.001 Err 0.1508 top1 3.906 top5 0.000 | Epoch: [84][267/553] Time 2.459 Data 0.001 Err 0.3291 top1 9.375 top5 2.344 | Epoch: [84][268/553] Time 2.449 Data 0.001 Err 0.3628 top1 9.375 top5 4.688 | Epoch: [84][269/553] Time 2.504 Data 0.001 Err 0.1393 top1 2.344 top5 1.562 | Epoch: [84][270/553] Time 2.432 Data 0.001 Err 0.1693 top1 4.688 top5 0.781 | Epoch: [84][271/553] Time 2.438 Data 0.001 Err 0.2343 top1 8.594 top5 0.781 | Epoch: [84][272/553] Time 2.457 Data 0.001 Err 0.1801 top1 4.688 top5 0.781 | Epoch: [84][273/553] Time 2.448 Data 0.001 Err 0.2446 top1 7.031 top5 2.344 | Epoch: [84][274/553] Time 2.446 Data 0.001 Err 0.2076 top1 7.031 top5 1.562 | Epoch: [84][275/553] Time 2.449 Data 0.001 Err 0.0731 top1 2.344 top5 0.000 | Epoch: [84][276/553] Time 2.504 Data 0.001 Err 0.1098 top1 1.562 top5 0.781 | Epoch: [84][277/553] Time 2.481 Data 0.001 Err 0.3331 top1 7.812 top5 2.344 | Epoch: [84][278/553] Time 2.436 Data 0.001 Err 0.1589 top1 3.125 top5 1.562 | Epoch: [84][279/553] Time 2.452 Data 0.001 Err 0.2172 top1 4.688 top5 2.344 | Epoch: [84][280/553] Time 2.465 Data 0.001 Err 0.2393 top1 5.469 top5 1.562 | Epoch: [84][281/553] Time 2.472 Data 0.000 Err 0.4175 top1 7.812 top5 5.469 | Epoch: [84][282/553] Time 2.447 Data 0.001 Err 0.1948 top1 4.688 top5 1.562 | Epoch: [84][283/553] Time 2.479 Data 0.001 Err 0.4070 top1 8.594 top5 4.688 | Epoch: [84][284/553] Time 2.445 Data 0.001 Err 0.1629 top1 5.469 top5 0.000 | Epoch: [84][285/553] Time 2.444 Data 0.001 Err 0.2370 top1 6.250 top5 1.562 | Epoch: [84][286/553] Time 2.471 Data 0.001 Err 0.1597 top1 3.125 top5 1.562 | Epoch: [84][287/553] Time 2.447 Data 0.001 Err 0.3384 top1 6.250 top5 1.562 | Epoch: [84][288/553] Time 2.440 Data 0.001 Err 0.2400 top1 7.031 top5 0.000 | Epoch: [84][289/553] Time 2.463 Data 0.001 Err 0.2510 top1 6.250 top5 2.344 | Epoch: [84][290/553] Time 2.440 Data 0.001 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [84][291/553] Time 2.493 Data 0.001 Err 0.2307 top1 4.688 top5 0.781 | Epoch: [84][292/553] Time 2.440 Data 0.001 Err 0.3297 top1 8.594 top5 3.125 | Epoch: [84][293/553] Time 2.450 Data 0.001 Err 0.1891 top1 6.250 top5 0.781 | Epoch: [84][294/553] Time 2.449 Data 0.001 Err 0.2611 top1 8.594 top5 0.781 | Epoch: [84][295/553] Time 2.460 Data 0.001 Err 0.2809 top1 8.594 top5 1.562 | Epoch: [84][296/553] Time 2.440 Data 0.001 Err 0.2716 top1 8.594 top5 2.344 | Epoch: [84][297/553] Time 2.446 Data 0.001 Err 0.0959 top1 1.562 top5 0.781 | Epoch: [84][298/553] Time 2.479 Data 0.001 Err 0.2293 top1 7.031 top5 1.562 | Epoch: [84][299/553] Time 2.450 Data 0.001 Err 0.2064 top1 4.688 top5 0.000 | Epoch: [84][300/553] Time 2.448 Data 0.001 Err 0.2461 top1 7.031 top5 1.562 | Epoch: [84][301/553] Time 2.450 Data 0.001 Err 0.2203 top1 5.469 top5 1.562 | Epoch: [84][302/553] Time 2.438 Data 0.001 Err 0.2616 top1 7.812 top5 1.562 | Epoch: [84][303/553] Time 2.443 Data 0.001 Err 0.1599 top1 6.250 top5 0.781 | Epoch: [84][304/553] Time 2.448 Data 0.001 Err 0.3187 top1 10.156 top5 3.906 | Epoch: [84][305/553] Time 2.446 Data 0.001 Err 0.1733 top1 5.469 top5 0.781 | Epoch: [84][306/553] Time 2.449 Data 0.001 Err 0.2918 top1 7.812 top5 3.125 | Epoch: [84][307/553] Time 2.534 Data 0.001 Err 0.1886 top1 4.688 top5 0.781 | Epoch: [84][308/553] Time 2.462 Data 0.001 Err 0.3175 top1 9.375 top5 2.344 | Epoch: [84][309/553] Time 2.449 Data 0.001 Err 0.0715 top1 2.344 top5 0.000 | Epoch: [84][310/553] Time 2.452 Data 0.001 Err 0.2337 top1 6.250 top5 2.344 | Epoch: [84][311/553] Time 2.477 Data 0.001 Err 0.2390 top1 7.812 top5 0.781 | Epoch: [84][312/553] Time 2.440 Data 0.001 Err 0.2858 top1 7.812 top5 1.562 | Epoch: [84][313/553] Time 2.451 Data 0.001 Err 0.1599 top1 4.688 top5 0.781 | Epoch: [84][314/553] Time 2.474 Data 0.001 Err 0.1814 top1 3.906 top5 0.781 | Epoch: [84][315/553] Time 2.447 Data 0.001 Err 0.2458 top1 6.250 top5 3.125 | Epoch: [84][316/553] Time 2.451 Data 0.001 Err 0.1218 top1 3.906 top5 0.000 | Epoch: [84][317/553] Time 2.447 Data 0.001 Err 0.2532 top1 4.688 top5 0.781 | Epoch: [84][318/553] Time 2.444 Data 0.001 Err 0.1738 top1 4.688 top5 0.781 | Epoch: [84][319/553] Time 2.457 Data 0.001 Err 0.3676 top1 7.812 top5 4.688 | Epoch: [84][320/553] Time 2.444 Data 0.001 Err 0.2287 top1 5.469 top5 0.781 | Epoch: [84][321/553] Time 2.441 Data 0.001 Err 0.3291 top1 9.375 top5 2.344 | Epoch: [84][322/553] Time 2.461 Data 0.001 Err 0.1878 top1 5.469 top5 0.781 | Epoch: [84][323/553] Time 2.444 Data 0.001 Err 0.1444 top1 3.906 top5 0.781 | Epoch: [84][324/553] Time 2.446 Data 0.001 Err 0.2445 top1 5.469 top5 1.562 | Epoch: [84][325/553] Time 2.480 Data 0.001 Err 0.2360 top1 7.031 top5 1.562 | Epoch: [84][326/553] Time 2.443 Data 0.001 Err 0.2635 top1 7.031 top5 3.125 | Epoch: [84][327/553] Time 2.450 Data 0.000 Err 0.1832 top1 3.906 top5 2.344 | Epoch: [84][328/553] Time 2.494 Data 0.001 Err 0.1956 top1 4.688 top5 2.344 | Epoch: [84][329/553] Time 2.480 Data 0.001 Err 0.2311 top1 5.469 top5 1.562 | Epoch: [84][330/553] Time 2.493 Data 0.001 Err 0.2289 top1 7.031 top5 2.344 | Epoch: [84][331/553] Time 2.436 Data 0.001 Err 0.2362 top1 6.250 top5 0.781 | Epoch: [84][332/553] Time 2.462 Data 0.001 Err 0.1979 top1 6.250 top5 1.562 | Epoch: [84][333/553] Time 2.478 Data 0.001 Err 0.3784 top1 9.375 top5 3.906 | Epoch: [84][334/553] Time 2.487 Data 0.001 Err 0.3108 top1 10.156 top5 2.344 | Epoch: [84][335/553] Time 2.480 Data 0.001 Err 0.2961 top1 7.812 top5 1.562 | Epoch: [84][336/553] Time 2.471 Data 0.001 Err 0.2219 top1 6.250 top5 2.344 | Epoch: [84][337/553] Time 2.445 Data 0.001 Err 0.2703 top1 7.031 top5 2.344 | Epoch: [84][338/553] Time 2.446 Data 0.001 Err 0.2237 top1 6.250 top5 2.344 | Epoch: [84][339/553] Time 2.443 Data 0.001 Err 0.3111 top1 7.031 top5 3.906 | Epoch: [84][340/553] Time 2.451 Data 0.001 Err 0.2118 top1 6.250 top5 2.344 | Epoch: [84][341/553] Time 2.459 Data 0.001 Err 0.3081 top1 9.375 top5 1.562 | Epoch: [84][342/553] Time 2.456 Data 0.001 Err 0.2703 top1 7.031 top5 1.562 | Epoch: [84][343/553] Time 2.480 Data 0.001 Err 0.3202 top1 8.594 top5 3.906 | Epoch: [84][344/553] Time 2.452 Data 0.001 Err 0.3753 top1 7.812 top5 2.344 | Epoch: [84][345/553] Time 2.442 Data 0.001 Err 0.3046 top1 7.031 top5 3.125 | Epoch: [84][346/553] Time 2.444 Data 0.000 Err 0.1703 top1 3.125 top5 1.562 | Epoch: [84][347/553] Time 2.447 Data 0.001 Err 0.2822 top1 5.469 top5 1.562 | Epoch: [84][348/553] Time 2.445 Data 0.001 Err 0.1110 top1 3.125 top5 0.781 | Epoch: [84][349/553] Time 2.433 Data 0.001 Err 0.2822 top1 9.375 top5 0.781 | Epoch: [84][350/553] Time 2.448 Data 0.001 Err 0.2365 top1 6.250 top5 3.125 | Epoch: [84][351/553] Time 2.434 Data 0.001 Err 0.1938 top1 3.906 top5 0.781 | Epoch: [84][352/553] Time 2.437 Data 0.001 Err 0.2015 top1 5.469 top5 2.344 | Epoch: [84][353/553] Time 2.436 Data 0.001 Err 0.3892 top1 8.594 top5 3.125 | Epoch: [84][354/553] Time 2.470 Data 0.001 Err 0.2479 top1 5.469 top5 1.562 | Epoch: [84][355/553] Time 2.495 Data 0.001 Err 0.2099 top1 6.250 top5 1.562 | Epoch: [84][356/553] Time 2.479 Data 0.000 Err 0.0984 top1 1.562 top5 0.781 | Epoch: [84][357/553] Time 2.446 Data 0.001 Err 0.2092 top1 7.031 top5 0.781 | Epoch: [84][358/553] Time 2.450 Data 0.001 Err 0.2527 top1 8.594 top5 1.562 | Epoch: [84][359/553] Time 2.440 Data 0.001 Err 0.1702 top1 3.125 top5 0.781 | Epoch: [84][360/553] Time 2.459 Data 0.001 Err 0.3788 top1 7.812 top5 3.125 | Epoch: [84][361/553] Time 2.455 Data 0.001 Err 0.1451 top1 3.125 top5 0.000 | Epoch: [84][362/553] Time 2.460 Data 0.001 Err 0.1916 top1 4.688 top5 2.344 | Epoch: [84][363/553] Time 2.499 Data 0.001 Err 0.2202 top1 6.250 top5 1.562 | Epoch: [84][364/553] Time 2.467 Data 0.001 Err 0.1453 top1 3.125 top5 0.781 | Epoch: [84][365/553] Time 2.443 Data 0.000 Err 0.1099 top1 2.344 top5 0.781 | Epoch: [84][366/553] Time 2.469 Data 0.000 Err 0.1920 top1 4.688 top5 0.781 | Epoch: [84][367/553] Time 2.447 Data 0.001 Err 0.2950 top1 9.375 top5 1.562 | Epoch: [84][368/553] Time 2.439 Data 0.001 Err 0.2768 top1 9.375 top5 2.344 | Epoch: [84][369/553] Time 2.504 Data 0.001 Err 0.2404 top1 6.250 top5 0.781 | Epoch: [84][370/553] Time 2.438 Data 0.001 Err 0.2236 top1 5.469 top5 1.562 | Epoch: [84][371/553] Time 2.450 Data 0.004 Err 0.2306 top1 5.469 top5 2.344 | Epoch: [84][372/553] Time 2.446 Data 0.001 Err 0.3715 top1 9.375 top5 3.906 | Epoch: [84][373/553] Time 2.465 Data 0.001 Err 0.2542 top1 7.031 top5 2.344 | Epoch: [84][374/553] Time 2.446 Data 0.001 Err 0.2593 top1 6.250 top5 2.344 | Epoch: [84][375/553] Time 2.479 Data 0.001 Err 0.3711 top1 12.500 top5 3.125 | Epoch: [84][376/553] Time 2.452 Data 0.001 Err 0.3063 top1 9.375 top5 2.344 | Epoch: [84][377/553] Time 2.464 Data 0.001 Err 0.1988 top1 7.031 top5 0.000 | Epoch: [84][378/553] Time 2.464 Data 0.001 Err 0.2136 top1 7.812 top5 0.781 | Epoch: [84][379/553] Time 2.441 Data 0.001 Err 0.2675 top1 7.812 top5 2.344 | Epoch: [84][380/553] Time 2.442 Data 0.001 Err 0.2285 top1 4.688 top5 2.344 | Epoch: [84][381/553] Time 2.466 Data 0.001 Err 0.2276 top1 4.688 top5 2.344 | Epoch: [84][382/553] Time 2.442 Data 0.000 Err 0.2060 top1 4.688 top5 0.781 | Epoch: [84][383/553] Time 2.452 Data 0.001 Err 0.2286 top1 6.250 top5 2.344 | Epoch: [84][384/553] Time 2.454 Data 0.001 Err 0.3176 top1 10.156 top5 1.562 | Epoch: [84][385/553] Time 2.458 Data 0.001 Err 0.2139 top1 5.469 top5 0.781 | Epoch: [84][386/553] Time 2.464 Data 0.001 Err 0.4302 top1 10.156 top5 4.688 | Epoch: [84][387/553] Time 2.446 Data 0.001 Err 0.2389 top1 6.250 top5 3.125 | Epoch: [84][388/553] Time 2.506 Data 0.001 Err 0.3267 top1 7.031 top5 3.125 | Epoch: [84][389/553] Time 2.460 Data 0.001 Err 0.2391 top1 6.250 top5 1.562 | Epoch: [84][390/553] Time 2.493 Data 0.004 Err 0.2870 top1 7.031 top5 2.344 | Epoch: [84][391/553] Time 2.446 Data 0.001 Err 0.2899 top1 8.594 top5 3.125 | Epoch: [84][392/553] Time 2.528 Data 0.001 Err 0.1561 top1 2.344 top5 0.781 | Epoch: [84][393/553] Time 2.437 Data 0.001 Err 0.2936 top1 9.375 top5 3.906 | Epoch: [84][394/553] Time 2.446 Data 0.001 Err 0.1611 top1 4.688 top5 1.562 | Epoch: [84][395/553] Time 2.450 Data 0.000 Err 0.1875 top1 7.812 top5 0.781 | Epoch: [84][396/553] Time 2.442 Data 0.001 Err 0.2849 top1 7.031 top5 1.562 | Epoch: [84][397/553] Time 2.445 Data 0.001 Err 0.1513 top1 3.906 top5 0.000 | Epoch: [84][398/553] Time 2.484 Data 0.001 Err 0.1807 top1 6.250 top5 1.562 | Epoch: [84][399/553] Time 2.443 Data 0.001 Err 0.2751 top1 6.250 top5 1.562 | Epoch: [84][400/553] Time 2.447 Data 0.001 Err 0.3096 top1 7.031 top5 3.906 | Epoch: [84][401/553] Time 2.475 Data 0.001 Err 0.1984 top1 3.906 top5 3.125 | Epoch: [84][402/553] Time 2.491 Data 0.001 Err 0.2614 top1 7.031 top5 1.562 | Epoch: [84][403/553] Time 2.473 Data 0.001 Err 0.4672 top1 10.156 top5 5.469 | Epoch: [84][404/553] Time 2.449 Data 0.001 Err 0.2037 top1 4.688 top5 0.781 | Epoch: [84][405/553] Time 2.460 Data 0.001 Err 0.1392 top1 3.906 top5 0.000 | Epoch: [84][406/553] Time 2.480 Data 0.001 Err 0.3432 top1 7.812 top5 3.125 | Epoch: [84][407/553] Time 2.503 Data 0.001 Err 0.1273 top1 3.125 top5 0.781 | Epoch: [84][408/553] Time 2.435 Data 0.001 Err 0.2832 top1 7.812 top5 3.125 | Epoch: [84][409/553] Time 2.437 Data 0.002 Err 0.2481 top1 6.250 top5 3.125 | Epoch: [84][410/553] Time 2.445 Data 0.001 Err 0.2732 top1 8.594 top5 1.562 | Epoch: [84][411/553] Time 2.450 Data 0.001 Err 0.3852 top1 7.031 top5 4.688 | Epoch: [84][412/553] Time 2.488 Data 0.001 Err 0.2771 top1 7.031 top5 3.125 | Epoch: [84][413/553] Time 2.452 Data 0.001 Err 0.2007 top1 6.250 top5 2.344 | Epoch: [84][414/553] Time 2.460 Data 0.001 Err 0.1918 top1 4.688 top5 1.562 | Epoch: [84][415/553] Time 2.434 Data 0.001 Err 0.1579 top1 4.688 top5 0.000 | Epoch: [84][416/553] Time 2.436 Data 0.001 Err 0.1835 top1 5.469 top5 0.000 | Epoch: [84][417/553] Time 2.470 Data 0.001 Err 0.2116 top1 5.469 top5 2.344 | Epoch: [84][418/553] Time 2.446 Data 0.001 Err 0.2778 top1 8.594 top5 0.781 | Epoch: [84][419/553] Time 2.458 Data 0.001 Err 0.2601 top1 5.469 top5 2.344 | Epoch: [84][420/553] Time 2.433 Data 0.001 Err 0.3969 top1 10.156 top5 3.125 | Epoch: [84][421/553] Time 2.446 Data 0.001 Err 0.3462 top1 8.594 top5 2.344 | Epoch: [84][422/553] Time 2.483 Data 0.001 Err 0.1416 top1 5.469 top5 0.000 | Epoch: [84][423/553] Time 2.488 Data 0.001 Err 0.1351 top1 3.906 top5 0.781 | Epoch: [84][424/553] Time 2.441 Data 0.001 Err 0.2809 top1 7.812 top5 1.562 | Epoch: [84][425/553] Time 2.441 Data 0.001 Err 0.1867 top1 5.469 top5 0.781 | Epoch: [84][426/553] Time 2.458 Data 0.001 Err 0.2435 top1 8.594 top5 1.562 | Epoch: [84][427/553] Time 2.456 Data 0.001 Err 0.1709 top1 6.250 top5 0.000 | Epoch: [84][428/553] Time 2.435 Data 0.001 Err 0.2399 top1 5.469 top5 3.125 | Epoch: [84][429/553] Time 2.449 Data 0.001 Err 0.3176 top1 7.812 top5 0.781 | Epoch: [84][430/553] Time 2.447 Data 0.001 Err 0.2066 top1 4.688 top5 1.562 | Epoch: [84][431/553] Time 2.439 Data 0.001 Err 0.1942 top1 3.906 top5 1.562 | Epoch: [84][432/553] Time 2.484 Data 0.001 Err 0.2658 top1 5.469 top5 3.906 | Epoch: [84][433/553] Time 2.468 Data 0.001 Err 0.2520 top1 8.594 top5 0.781 | Epoch: [84][434/553] Time 2.484 Data 0.001 Err 0.1301 top1 2.344 top5 1.562 | Epoch: [84][435/553] Time 2.469 Data 0.001 Err 0.1231 top1 3.125 top5 0.781 | Epoch: [84][436/553] Time 2.438 Data 0.001 Err 0.2839 top1 7.812 top5 1.562 | Epoch: [84][437/553] Time 2.521 Data 0.001 Err 0.4696 top1 10.156 top5 2.344 | Epoch: [84][438/553] Time 2.450 Data 0.001 Err 0.4668 top1 10.156 top5 5.469 | Epoch: [84][439/553] Time 2.471 Data 0.001 Err 0.2385 top1 5.469 top5 3.906 | Epoch: [84][440/553] Time 2.436 Data 0.001 Err 0.1749 top1 7.031 top5 0.000 | Epoch: [84][441/553] Time 2.477 Data 0.001 Err 0.2254 top1 7.031 top5 0.000 | Epoch: [84][442/553] Time 2.448 Data 0.001 Err 0.1789 top1 6.250 top5 1.562 | Epoch: [84][443/553] Time 2.495 Data 0.001 Err 0.3509 top1 10.938 top5 1.562 | Epoch: [84][444/553] Time 2.440 Data 0.001 Err 0.2285 top1 6.250 top5 2.344 | Epoch: [84][445/553] Time 2.453 Data 0.001 Err 0.2323 top1 7.031 top5 0.781 | Epoch: [84][446/553] Time 2.431 Data 0.001 Err 0.3375 top1 10.938 top5 3.906 | Epoch: [84][447/553] Time 2.528 Data 0.007 Err 0.2892 top1 6.250 top5 3.906 | Epoch: [84][448/553] Time 2.535 Data 0.000 Err 0.1941 top1 3.906 top5 1.562 | Epoch: [84][449/553] Time 2.439 Data 0.000 Err 0.3521 top1 7.031 top5 3.906 | Epoch: [84][450/553] Time 2.476 Data 0.001 Err 0.1782 top1 4.688 top5 0.000 | Epoch: [84][451/553] Time 2.445 Data 0.001 Err 0.1535 top1 7.031 top5 0.000 | Epoch: [84][452/553] Time 2.476 Data 0.001 Err 0.5101 top1 13.281 top5 5.469 | Epoch: [84][453/553] Time 2.440 Data 0.001 Err 0.1769 top1 5.469 top5 0.000 | Epoch: [84][454/553] Time 2.514 Data 0.001 Err 0.1913 top1 5.469 top5 1.562 | Epoch: [84][455/553] Time 2.443 Data 0.001 Err 0.1126 top1 2.344 top5 0.000 | Epoch: [84][456/553] Time 2.464 Data 0.001 Err 0.1910 top1 5.469 top5 0.781 | Epoch: [84][457/553] Time 2.461 Data 0.001 Err 0.3369 top1 9.375 top5 1.562 | Epoch: [84][458/553] Time 2.468 Data 0.001 Err 0.3961 top1 10.938 top5 3.125 | Epoch: [84][459/553] Time 2.475 Data 0.001 Err 0.1496 top1 5.469 top5 0.000 | Epoch: [84][460/553] Time 2.511 Data 0.001 Err 0.1879 top1 4.688 top5 0.781 | Epoch: [84][461/553] Time 2.491 Data 0.001 Err 0.2375 top1 4.688 top5 1.562 | Epoch: [84][462/553] Time 2.491 Data 0.001 Err 0.2541 top1 5.469 top5 1.562 | Epoch: [84][463/553] Time 2.440 Data 0.001 Err 0.4033 top1 7.812 top5 3.906 | Epoch: [84][464/553] Time 2.474 Data 0.001 Err 0.3272 top1 8.594 top5 3.906 | Epoch: [84][465/553] Time 2.475 Data 0.001 Err 0.1624 top1 5.469 top5 0.781 | Epoch: [84][466/553] Time 2.483 Data 0.001 Err 0.1449 top1 5.469 top5 0.000 | Epoch: [84][467/553] Time 2.455 Data 0.001 Err 0.2212 top1 5.469 top5 1.562 | Epoch: [84][468/553] Time 2.459 Data 0.001 Err 0.3137 top1 6.250 top5 3.906 | Epoch: [84][469/553] Time 2.468 Data 0.001 Err 0.4001 top1 7.812 top5 3.125 | Epoch: [84][470/553] Time 2.442 Data 0.001 Err 0.2188 top1 6.250 top5 0.781 | Epoch: [84][471/553] Time 2.444 Data 0.001 Err 0.3305 top1 9.375 top5 1.562 | Epoch: [84][472/553] Time 2.444 Data 0.001 Err 0.1415 top1 2.344 top5 0.781 | Epoch: [84][473/553] Time 2.435 Data 0.001 Err 0.2559 top1 5.469 top5 2.344 | Epoch: [84][474/553] Time 2.448 Data 0.001 Err 0.1561 top1 5.469 top5 0.781 | Epoch: [84][475/553] Time 2.485 Data 0.001 Err 0.1707 top1 3.906 top5 2.344 | Epoch: [84][476/553] Time 2.460 Data 0.003 Err 0.1372 top1 5.469 top5 0.781 | Epoch: [84][477/553] Time 2.515 Data 0.001 Err 0.2922 top1 7.812 top5 1.562 | Epoch: [84][478/553] Time 2.484 Data 0.001 Err 0.1515 top1 4.688 top5 0.781 | Epoch: [84][479/553] Time 2.441 Data 0.001 Err 0.2796 top1 6.250 top5 3.906 | Epoch: [84][480/553] Time 2.451 Data 0.001 Err 0.2262 top1 5.469 top5 1.562 | Epoch: [84][481/553] Time 2.449 Data 0.001 Err 0.2052 top1 6.250 top5 0.781 | Epoch: [84][482/553] Time 2.450 Data 0.001 Err 0.3102 top1 6.250 top5 3.906 | Epoch: [84][483/553] Time 2.440 Data 0.001 Err 0.1652 top1 3.906 top5 1.562 | Epoch: [84][484/553] Time 2.444 Data 0.001 Err 0.2562 top1 7.031 top5 0.781 | Epoch: [84][485/553] Time 2.466 Data 0.004 Err 0.1523 top1 4.688 top5 0.781 | Epoch: [84][486/553] Time 2.468 Data 0.001 Err 0.1647 top1 3.906 top5 0.000 | Epoch: [84][487/553] Time 2.447 Data 0.001 Err 0.1312 top1 2.344 top5 1.562 | Epoch: [84][488/553] Time 2.500 Data 0.001 Err 0.2651 top1 7.031 top5 1.562 | Epoch: [84][489/553] Time 2.484 Data 0.001 Err 0.1559 top1 4.688 top5 0.000 | Epoch: [84][490/553] Time 2.479 Data 0.001 Err 0.2350 top1 7.031 top5 1.562 | Epoch: [84][491/553] Time 2.445 Data 0.001 Err 0.1967 top1 6.250 top5 0.781 | Epoch: [84][492/553] Time 2.434 Data 0.001 Err 0.2046 top1 6.250 top5 0.000 | Epoch: [84][493/553] Time 2.462 Data 0.001 Err 0.2290 top1 4.688 top5 1.562 | Epoch: [84][494/553] Time 2.447 Data 0.001 Err 0.2246 top1 6.250 top5 3.125 | Epoch: [84][495/553] Time 2.495 Data 0.001 Err 0.1919 top1 4.688 top5 0.781 | Epoch: [84][496/553] Time 2.508 Data 0.000 Err 0.1870 top1 4.688 top5 1.562 | Epoch: [84][497/553] Time 2.487 Data 0.001 Err 0.2086 top1 6.250 top5 1.562 | Epoch: [84][498/553] Time 2.490 Data 0.001 Err 0.1989 top1 3.906 top5 2.344 | Epoch: [84][499/553] Time 2.446 Data 0.001 Err 0.0937 top1 2.344 top5 0.000 | Epoch: [84][500/553] Time 2.446 Data 0.001 Err 0.0959 top1 3.906 top5 0.000 | Epoch: [84][501/553] Time 2.446 Data 0.001 Err 0.3588 top1 7.812 top5 2.344 | Epoch: [84][502/553] Time 2.445 Data 0.001 Err 0.3629 top1 8.594 top5 3.906 | Epoch: [84][503/553] Time 2.436 Data 0.001 Err 0.3098 top1 10.156 top5 2.344 | Epoch: [84][504/553] Time 2.484 Data 0.006 Err 0.2997 top1 7.031 top5 2.344 | Epoch: [84][505/553] Time 2.435 Data 0.001 Err 0.2889 top1 6.250 top5 1.562 | Epoch: [84][506/553] Time 2.450 Data 0.001 Err 0.2422 top1 7.812 top5 0.781 | Epoch: [84][507/553] Time 2.481 Data 0.000 Err 0.2868 top1 7.031 top5 3.125 | Epoch: [84][508/553] Time 2.479 Data 0.001 Err 0.2659 top1 7.031 top5 1.562 | Epoch: [84][509/553] Time 2.513 Data 0.001 Err 0.2434 top1 6.250 top5 3.125 | Epoch: [84][510/553] Time 2.445 Data 0.001 Err 0.1294 top1 2.344 top5 0.781 | Epoch: [84][511/553] Time 2.437 Data 0.000 Err 0.2789 top1 7.031 top5 0.781 | Epoch: [84][512/553] Time 2.440 Data 0.001 Err 0.2005 top1 3.906 top5 1.562 | Epoch: [84][513/553] Time 2.478 Data 0.001 Err 0.2123 top1 5.469 top5 1.562 | Epoch: [84][514/553] Time 2.463 Data 0.001 Err 0.1959 top1 3.906 top5 0.781 | Epoch: [84][515/553] Time 2.444 Data 0.001 Err 0.2029 top1 7.031 top5 1.562 | Epoch: [84][516/553] Time 2.460 Data 0.001 Err 0.2364 top1 4.688 top5 3.125 | Epoch: [84][517/553] Time 2.540 Data 0.000 Err 0.2224 top1 7.031 top5 1.562 | Epoch: [84][518/553] Time 2.436 Data 0.001 Err 0.2623 top1 7.031 top5 1.562 | Epoch: [84][519/553] Time 2.444 Data 0.001 Err 0.2044 top1 4.688 top5 2.344 | Epoch: [84][520/553] Time 2.463 Data 0.001 Err 0.2586 top1 3.906 top5 3.125 | Epoch: [84][521/553] Time 2.442 Data 0.001 Err 0.4673 top1 9.375 top5 5.469 | Epoch: [84][522/553] Time 2.448 Data 0.001 Err 0.3185 top1 7.031 top5 3.906 | Epoch: [84][523/553] Time 2.444 Data 0.001 Err 0.3230 top1 7.031 top5 3.125 | Epoch: [84][524/553] Time 2.434 Data 0.001 Err 0.2289 top1 6.250 top5 0.781 | Epoch: [84][525/553] Time 2.445 Data 0.001 Err 0.1018 top1 3.125 top5 0.000 | Epoch: [84][526/553] Time 2.448 Data 0.001 Err 0.2551 top1 7.031 top5 2.344 | Epoch: [84][527/553] Time 2.491 Data 0.001 Err 0.1068 top1 2.344 top5 0.781 | Epoch: [84][528/553] Time 2.451 Data 0.001 Err 0.2119 top1 5.469 top5 1.562 | Epoch: [84][529/553] Time 2.438 Data 0.001 Err 0.1878 top1 4.688 top5 0.781 | Epoch: [84][530/553] Time 2.473 Data 0.001 Err 0.2968 top1 9.375 top5 0.781 | Epoch: [84][531/553] Time 2.489 Data 0.001 Err 0.2624 top1 8.594 top5 0.781 | Epoch: [84][532/553] Time 2.462 Data 0.001 Err 0.2779 top1 6.250 top5 1.562 | Epoch: [84][533/553] Time 2.448 Data 0.001 Err 0.3831 top1 9.375 top5 3.906 | Epoch: [84][534/553] Time 2.463 Data 0.001 Err 0.2868 top1 6.250 top5 4.688 | Epoch: [84][535/553] Time 2.448 Data 0.000 Err 0.1958 top1 5.469 top5 0.781 | Epoch: [84][536/553] Time 2.504 Data 0.001 Err 0.2839 top1 7.812 top5 0.781 | Epoch: [84][537/553] Time 2.514 Data 0.001 Err 0.2360 top1 7.812 top5 0.781 | Epoch: [84][538/553] Time 2.473 Data 0.001 Err 0.3602 top1 10.156 top5 3.906 | Epoch: [84][539/553] Time 2.449 Data 0.002 Err 0.2592 top1 8.594 top5 1.562 | Epoch: [84][540/553] Time 2.469 Data 0.001 Err 0.2057 top1 5.469 top5 1.562 | Epoch: [84][541/553] Time 2.462 Data 0.001 Err 0.2213 top1 5.469 top5 2.344 | Epoch: [84][542/553] Time 2.449 Data 0.001 Err 0.3134 top1 7.812 top5 2.344 | Epoch: [84][543/553] Time 2.481 Data 0.000 Err 0.1332 top1 3.125 top5 0.781 | Epoch: [84][544/553] Time 2.445 Data 0.000 Err 0.3993 top1 10.156 top5 4.688 | Epoch: [84][545/553] Time 2.453 Data 0.000 Err 0.2555 top1 6.250 top5 2.344 | Epoch: [84][546/553] Time 2.445 Data 0.000 Err 0.4337 top1 8.594 top5 4.688 | Epoch: [84][547/553] Time 2.444 Data 0.000 Err 0.2458 top1 4.688 top5 1.562 | Epoch: [84][548/553] Time 2.484 Data 0.000 Err 0.2356 top1 6.250 top5 0.781 | Epoch: [84][549/553] Time 2.446 Data 0.000 Err 0.2874 top1 7.812 top5 3.125 | Epoch: [84][550/553] Time 2.437 Data 0.000 Err 0.3658 top1 10.938 top5 3.125 | Epoch: [84][551/553] Time 2.435 Data 0.000 Err 0.1986 top1 6.250 top5 0.781 | Epoch: [84][552/553] Time 2.451 Data 0.000 Err 0.2481 top1 7.031 top5 1.562 | Epoch: [84][553/553] Time 1.029 Data 0.000 Err 0.1484 top1 2.273 top5 0.000 | Test: [84][1/198] Time 2.435 Data 1.716 top1 10.938 ( 10.938) top5 2.344 ( 2.344) | Test: [84][2/198] Time 0.721 Data 0.001 top1 10.938 ( 10.938) top5 1.562 ( 1.953) | Test: [84][3/198] Time 0.718 Data 0.000 top1 17.188 ( 13.021) top5 1.562 ( 1.823) | Test: [84][4/198] Time 0.720 Data 0.001 top1 11.719 ( 12.695) top5 2.344 ( 1.953) | Test: [84][5/198] Time 0.743 Data 0.001 top1 17.969 ( 13.750) top5 1.562 ( 1.875) | Test: [84][6/198] Time 0.760 Data 0.003 top1 16.406 ( 14.193) top5 3.125 ( 2.083) | Test: [84][7/198] Time 0.739 Data 0.001 top1 13.281 ( 14.062) top5 2.344 ( 2.121) | Test: [84][8/198] Time 0.724 Data 0.001 top1 14.844 ( 14.160) top5 3.125 ( 2.246) | Test: [84][9/198] Time 0.727 Data 0.001 top1 8.594 ( 13.542) top5 1.562 ( 2.170) | Test: [84][10/198] Time 0.718 Data 0.001 top1 14.062 ( 13.594) top5 1.562 ( 2.109) | Test: [84][11/198] Time 0.721 Data 0.001 top1 16.406 ( 13.849) top5 3.125 ( 2.202) | Test: [84][12/198] Time 0.727 Data 0.002 top1 8.594 ( 13.411) top5 1.562 ( 2.148) | Test: [84][13/198] Time 0.811 Data 0.001 top1 14.844 ( 13.522) top5 3.125 ( 2.224) | Test: [84][14/198] Time 0.780 Data 0.001 top1 10.938 ( 13.337) top5 2.344 ( 2.232) | Test: [84][15/198] Time 0.785 Data 0.001 top1 10.156 ( 13.125) top5 2.344 ( 2.240) | Test: [84][16/198] Time 0.770 Data 0.000 top1 9.375 ( 12.891) top5 3.906 ( 2.344) | Test: [84][17/198] Time 0.725 Data 0.000 top1 10.156 ( 12.730) top5 2.344 ( 2.344) | Test: [84][18/198] Time 0.727 Data 0.000 top1 15.625 ( 12.891) top5 2.344 ( 2.344) | Test: [84][19/198] Time 0.753 Data 0.001 top1 17.188 ( 13.117) top5 3.125 ( 2.385) | Test: [84][20/198] Time 0.748 Data 0.001 top1 14.844 ( 13.203) top5 3.906 ( 2.461) | Test: [84][21/198] Time 0.723 Data 0.001 top1 10.938 ( 13.095) top5 3.125 ( 2.493) | Test: [84][22/198] Time 0.750 Data 0.001 top1 13.281 ( 13.104) top5 0.781 ( 2.415) | Test: [84][23/198] Time 0.792 Data 0.001 top1 21.875 ( 13.485) top5 4.688 ( 2.514) | Test: [84][24/198] Time 0.798 Data 0.001 top1 12.500 ( 13.444) top5 4.688 ( 2.604) | Test: [84][25/198] Time 0.792 Data 0.000 top1 12.500 ( 13.406) top5 3.906 ( 2.656) | Test: [84][26/198] Time 0.789 Data 0.001 top1 7.812 ( 13.191) top5 0.781 ( 2.584) | Test: [84][27/198] Time 0.749 Data 0.001 top1 8.594 ( 13.021) top5 0.781 ( 2.517) | Test: [84][28/198] Time 0.725 Data 0.001 top1 8.594 ( 12.863) top5 3.906 ( 2.567) | Test: [84][29/198] Time 0.824 Data 0.001 top1 13.281 ( 12.877) top5 2.344 ( 2.559) | Test: [84][30/198] Time 0.800 Data 0.001 top1 11.719 ( 12.839) top5 1.562 ( 2.526) | Test: [84][31/198] Time 0.727 Data 0.001 top1 14.844 ( 12.903) top5 0.781 ( 2.470) | Test: [84][32/198] Time 0.784 Data 0.001 top1 16.406 ( 13.013) top5 2.344 ( 2.466) | Test: [84][33/198] Time 0.781 Data 0.001 top1 11.719 ( 12.973) top5 0.781 ( 2.415) | Test: [84][34/198] Time 0.770 Data 0.000 top1 13.281 ( 12.983) top5 2.344 ( 2.413) | Test: [84][35/198] Time 0.732 Data 0.001 top1 20.312 ( 13.192) top5 3.125 ( 2.433) | Test: [84][36/198] Time 0.761 Data 0.003 top1 9.375 ( 13.086) top5 1.562 ( 2.409) | Test: [84][37/198] Time 0.723 Data 0.001 top1 12.500 ( 13.070) top5 1.562 ( 2.386) | Test: [84][38/198] Time 0.716 Data 0.000 top1 20.312 ( 13.261) top5 2.344 ( 2.385) | Test: [84][39/198] Time 0.725 Data 0.000 top1 8.594 ( 13.141) top5 2.344 ( 2.384) | Test: [84][40/198] Time 0.722 Data 0.000 top1 10.938 ( 13.086) top5 2.344 ( 2.383) | Test: [84][41/198] Time 0.721 Data 0.001 top1 7.812 ( 12.957) top5 0.781 ( 2.344) | Test: [84][42/198] Time 0.735 Data 0.001 top1 16.406 ( 13.039) top5 4.688 ( 2.400) | Test: [84][43/198] Time 0.756 Data 0.000 top1 14.062 ( 13.063) top5 4.688 ( 2.453) | Test: [84][44/198] Time 0.732 Data 0.001 top1 13.281 ( 13.068) top5 0.000 ( 2.397) | Test: [84][45/198] Time 0.719 Data 0.001 top1 12.500 ( 13.056) top5 2.344 ( 2.396) | Test: [84][46/198] Time 0.722 Data 0.001 top1 8.594 ( 12.959) top5 0.000 ( 2.344) | Test: [84][47/198] Time 0.736 Data 0.001 top1 12.500 ( 12.949) top5 1.562 ( 2.327) | Test: [84][48/198] Time 0.716 Data 0.001 top1 15.625 ( 13.005) top5 3.906 ( 2.360) | Test: [84][49/198] Time 0.722 Data 0.000 top1 19.531 ( 13.138) top5 3.906 ( 2.392) | Test: [84][50/198] Time 0.720 Data 0.000 top1 10.156 ( 13.078) top5 3.125 ( 2.406) | Test: [84][51/198] Time 0.735 Data 0.003 top1 10.156 ( 13.021) top5 3.125 ( 2.420) | Test: [84][52/198] Time 0.831 Data 0.001 top1 13.281 ( 13.026) top5 2.344 ( 2.419) | Test: [84][53/198] Time 0.834 Data 0.001 top1 9.375 ( 12.957) top5 1.562 ( 2.403) | Test: [84][54/198] Time 0.835 Data 0.000 top1 12.500 ( 12.948) top5 3.125 ( 2.416) | Test: [84][55/198] Time 0.834 Data 0.001 top1 7.812 ( 12.855) top5 2.344 ( 2.415) | Test: [84][56/198] Time 0.794 Data 0.001 top1 10.156 ( 12.807) top5 0.000 ( 2.372) | Test: [84][57/198] Time 0.834 Data 0.001 top1 12.500 ( 12.802) top5 3.125 ( 2.385) | Test: [84][58/198] Time 0.780 Data 0.001 top1 12.500 ( 12.796) top5 2.344 ( 2.384) | Test: [84][59/198] Time 0.724 Data 0.000 top1 10.938 ( 12.765) top5 0.781 ( 2.357) | Test: [84][60/198] Time 0.721 Data 0.001 top1 9.375 ( 12.708) top5 2.344 ( 2.357) | Test: [84][61/198] Time 0.749 Data 0.001 top1 17.969 ( 12.795) top5 4.688 ( 2.395) | Test: [84][62/198] Time 0.735 Data 0.001 top1 14.844 ( 12.828) top5 3.906 ( 2.419) | Test: [84][63/198] Time 0.729 Data 0.008 top1 10.156 ( 12.785) top5 0.781 ( 2.393) | Test: [84][64/198] Time 0.718 Data 0.001 top1 12.500 ( 12.781) top5 5.469 ( 2.441) | Test: [84][65/198] Time 0.736 Data 0.001 top1 14.062 ( 12.800) top5 3.125 ( 2.452) | Test: [84][66/198] Time 0.720 Data 0.000 top1 14.062 ( 12.820) top5 3.125 ( 2.462) | Test: [84][67/198] Time 0.726 Data 0.000 top1 15.625 ( 12.861) top5 3.906 ( 2.484) | Test: [84][68/198] Time 0.717 Data 0.000 top1 8.594 ( 12.799) top5 2.344 ( 2.482) | Test: [84][69/198] Time 0.728 Data 0.001 top1 3.906 ( 12.670) top5 0.781 ( 2.457) | Test: [84][70/198] Time 0.718 Data 0.000 top1 10.156 ( 12.634) top5 1.562 ( 2.444) | Test: [84][71/198] Time 0.728 Data 0.000 top1 7.031 ( 12.555) top5 0.781 ( 2.421) | Test: [84][72/198] Time 0.744 Data 0.000 top1 13.281 ( 12.565) top5 0.781 ( 2.398) | Test: [84][73/198] Time 0.788 Data 0.000 top1 9.375 ( 12.521) top5 0.781 ( 2.376) | Test: [84][74/198] Time 0.790 Data 0.001 top1 14.062 ( 12.542) top5 3.906 ( 2.397) | Test: [84][75/198] Time 0.786 Data 0.000 top1 7.031 ( 12.469) top5 2.344 ( 2.396) | Test: [84][76/198] Time 0.788 Data 0.001 top1 10.156 ( 12.438) top5 2.344 ( 2.395) | Test: [84][77/198] Time 0.741 Data 0.000 top1 15.625 ( 12.480) top5 3.906 ( 2.415) | Test: [84][78/198] Time 0.719 Data 0.001 top1 7.031 ( 12.410) top5 0.781 ( 2.394) | Test: [84][79/198] Time 0.727 Data 0.001 top1 10.938 ( 12.391) top5 2.344 ( 2.393) | Test: [84][80/198] Time 0.725 Data 0.001 top1 15.625 ( 12.432) top5 2.344 ( 2.393) | Test: [84][81/198] Time 0.815 Data 0.001 top1 11.719 ( 12.423) top5 2.344 ( 2.392) | Test: [84][82/198] Time 0.822 Data 0.004 top1 12.500 ( 12.424) top5 3.906 ( 2.410) | Test: [84][83/198] Time 0.739 Data 0.001 top1 14.062 ( 12.444) top5 2.344 ( 2.410) | Test: [84][84/198] Time 0.730 Data 0.006 top1 15.625 ( 12.481) top5 2.344 ( 2.409) | Test: [84][85/198] Time 0.767 Data 0.001 top1 12.500 ( 12.482) top5 3.125 ( 2.417) | Test: [84][86/198] Time 0.783 Data 0.001 top1 14.844 ( 12.509) top5 3.906 ( 2.435) | Test: [84][87/198] Time 0.777 Data 0.001 top1 9.375 ( 12.473) top5 0.781 ( 2.416) | Test: [84][88/198] Time 0.721 Data 0.002 top1 9.375 ( 12.438) top5 1.562 ( 2.406) | Test: [84][89/198] Time 0.727 Data 0.004 top1 14.062 ( 12.456) top5 0.781 ( 2.388) | Test: [84][90/198] Time 0.726 Data 0.001 top1 13.281 ( 12.465) top5 3.906 ( 2.405) | Test: [84][91/198] Time 0.727 Data 0.001 top1 11.719 ( 12.457) top5 3.125 ( 2.412) | Test: [84][92/198] Time 0.743 Data 0.001 top1 10.938 ( 12.441) top5 2.344 ( 2.412) | Test: [84][93/198] Time 0.724 Data 0.000 top1 8.594 ( 12.399) top5 0.781 ( 2.394) | Test: [84][94/198] Time 0.730 Data 0.000 top1 10.156 ( 12.375) top5 4.688 ( 2.419) | Test: [84][95/198] Time 0.719 Data 0.000 top1 13.281 ( 12.385) top5 3.906 ( 2.434) | Test: [84][96/198] Time 0.726 Data 0.000 top1 10.156 ( 12.362) top5 2.344 ( 2.433) | Test: [84][97/198] Time 0.724 Data 0.000 top1 11.719 ( 12.355) top5 2.344 ( 2.432) | Test: [84][98/198] Time 0.718 Data 0.000 top1 13.281 ( 12.364) top5 1.562 ( 2.423) | Test: [84][99/198] Time 0.719 Data 0.000 top1 13.281 ( 12.374) top5 2.344 ( 2.423) | Test: [84][100/198] Time 0.712 Data 0.001 top1 15.625 ( 12.406) top5 5.469 ( 2.453) | Test: [84][101/198] Time 0.718 Data 0.001 top1 10.938 ( 12.392) top5 0.781 ( 2.437) | Test: [84][102/198] Time 0.711 Data 0.001 top1 10.938 ( 12.377) top5 0.781 ( 2.420) | Test: [84][103/198] Time 0.751 Data 0.001 top1 7.812 ( 12.333) top5 1.562 ( 2.412) | Test: [84][104/198] Time 0.730 Data 0.001 top1 7.031 ( 12.282) top5 0.781 ( 2.396) | Test: [84][105/198] Time 0.729 Data 0.001 top1 9.375 ( 12.254) top5 1.562 ( 2.388) | Test: [84][106/198] Time 0.737 Data 0.001 top1 11.719 ( 12.249) top5 0.781 ( 2.373) | Test: [84][107/198] Time 0.731 Data 0.001 top1 10.156 ( 12.230) top5 3.906 ( 2.388) | Test: [84][108/198] Time 0.738 Data 0.004 top1 8.594 ( 12.196) top5 3.906 ( 2.402) | Test: [84][109/198] Time 0.724 Data 0.001 top1 14.062 ( 12.213) top5 3.125 ( 2.408) | Test: [84][110/198] Time 0.723 Data 0.001 top1 8.594 ( 12.180) top5 2.344 ( 2.408) | Test: [84][111/198] Time 0.726 Data 0.006 top1 12.500 ( 12.183) top5 0.781 ( 2.393) | Test: [84][112/198] Time 0.720 Data 0.001 top1 13.281 ( 12.193) top5 0.000 ( 2.372) | Test: [84][113/198] Time 0.717 Data 0.001 top1 14.062 ( 12.210) top5 3.125 ( 2.378) | Test: [84][114/198] Time 0.815 Data 0.001 top1 11.719 ( 12.205) top5 3.125 ( 2.385) | Test: [84][115/198] Time 0.807 Data 0.001 top1 17.188 ( 12.249) top5 3.125 ( 2.391) | Test: [84][116/198] Time 0.732 Data 0.001 top1 7.812 ( 12.210) top5 0.781 ( 2.377) | Test: [84][117/198] Time 0.890 Data 0.001 top1 11.719 ( 12.206) top5 3.906 ( 2.390) | Test: [84][118/198] Time 0.813 Data 0.001 top1 11.719 ( 12.202) top5 1.562 ( 2.383) | Test: [84][119/198] Time 0.732 Data 0.000 top1 14.062 ( 12.218) top5 3.906 ( 2.396) | Test: [84][120/198] Time 0.720 Data 0.001 top1 11.719 ( 12.214) top5 3.125 ( 2.402) | Test: [84][121/198] Time 0.728 Data 0.001 top1 14.062 ( 12.229) top5 3.906 ( 2.415) | Test: [84][122/198] Time 0.734 Data 0.001 top1 11.719 ( 12.225) top5 2.344 ( 2.414) | Test: [84][123/198] Time 0.715 Data 0.000 top1 12.500 ( 12.227) top5 2.344 ( 2.414) | Test: [84][124/198] Time 0.717 Data 0.001 top1 13.281 ( 12.235) top5 0.781 ( 2.400) | Test: [84][125/198] Time 0.721 Data 0.001 top1 8.594 ( 12.206) top5 3.125 ( 2.406) | Test: [84][126/198] Time 0.716 Data 0.001 top1 8.594 ( 12.178) top5 1.562 ( 2.400) | Test: [84][127/198] Time 0.734 Data 0.000 top1 9.375 ( 12.156) top5 2.344 ( 2.399) | Test: [84][128/198] Time 0.727 Data 0.001 top1 8.594 ( 12.128) top5 0.781 ( 2.386) | Test: [84][129/198] Time 0.727 Data 0.000 top1 14.062 ( 12.143) top5 2.344 ( 2.386) | Test: [84][130/198] Time 0.717 Data 0.000 top1 15.625 ( 12.169) top5 3.906 ( 2.398) | Test: [84][131/198] Time 0.729 Data 0.000 top1 9.375 ( 12.148) top5 0.781 ( 2.385) | Test: [84][132/198] Time 0.726 Data 0.001 top1 10.938 ( 12.139) top5 1.562 ( 2.379) | Test: [84][133/198] Time 0.753 Data 0.004 top1 12.500 ( 12.142) top5 0.000 ( 2.361) | Test: [84][134/198] Time 0.729 Data 0.001 top1 10.938 ( 12.133) top5 0.781 ( 2.350) | Test: [84][135/198] Time 0.820 Data 0.001 top1 12.500 ( 12.135) top5 1.562 ( 2.344) | Test: [84][136/198] Time 0.831 Data 0.000 top1 16.406 ( 12.167) top5 0.781 ( 2.332) | Test: [84][137/198] Time 0.815 Data 0.001 top1 12.500 ( 12.169) top5 4.688 ( 2.349) | Test: [84][138/198] Time 0.821 Data 0.001 top1 9.375 ( 12.149) top5 2.344 ( 2.349) | Test: [84][139/198] Time 0.742 Data 0.001 top1 11.719 ( 12.146) top5 1.562 ( 2.344) | Test: [84][140/198] Time 0.768 Data 0.012 top1 14.062 ( 12.160) top5 3.906 ( 2.355) | Test: [84][141/198] Time 0.727 Data 0.001 top1 8.594 ( 12.134) top5 0.781 ( 2.344) | Test: [84][142/198] Time 0.731 Data 0.002 top1 17.188 ( 12.170) top5 3.906 ( 2.355) | Test: [84][143/198] Time 0.736 Data 0.001 top1 12.500 ( 12.172) top5 1.562 ( 2.349) | Test: [84][144/198] Time 0.829 Data 0.001 top1 13.281 ( 12.180) top5 2.344 ( 2.349) | Test: [84][145/198] Time 0.830 Data 0.001 top1 14.844 ( 12.198) top5 0.781 ( 2.338) | Test: [84][146/198] Time 0.743 Data 0.004 top1 15.625 ( 12.222) top5 3.125 ( 2.344) | Test: [84][147/198] Time 0.787 Data 0.001 top1 8.594 ( 12.197) top5 1.562 ( 2.338) | Test: [84][148/198] Time 0.757 Data 0.001 top1 10.156 ( 12.183) top5 3.906 ( 2.349) | Test: [84][149/198] Time 0.724 Data 0.001 top1 13.281 ( 12.191) top5 2.344 ( 2.349) | Test: [84][150/198] Time 0.721 Data 0.001 top1 13.281 ( 12.198) top5 3.906 ( 2.359) | Test: [84][151/198] Time 0.730 Data 0.001 top1 10.938 ( 12.190) top5 3.125 ( 2.364) | Test: [84][152/198] Time 0.715 Data 0.001 top1 14.844 ( 12.207) top5 2.344 ( 2.364) | Test: [84][153/198] Time 0.735 Data 0.001 top1 10.156 ( 12.194) top5 3.906 ( 2.374) | Test: [84][154/198] Time 0.723 Data 0.001 top1 12.500 ( 12.196) top5 1.562 ( 2.369) | Test: [84][155/198] Time 0.723 Data 0.001 top1 12.500 ( 12.198) top5 2.344 ( 2.369) | Test: [84][156/198] Time 0.726 Data 0.001 top1 18.750 ( 12.240) top5 2.344 ( 2.369) | Test: [84][157/198] Time 0.718 Data 0.000 top1 11.719 ( 12.236) top5 3.906 ( 2.379) | Test: [84][158/198] Time 0.720 Data 0.000 top1 15.625 ( 12.258) top5 2.344 ( 2.378) | Test: [84][159/198] Time 0.721 Data 0.001 top1 13.281 ( 12.264) top5 3.906 ( 2.388) | Test: [84][160/198] Time 0.752 Data 0.001 top1 10.938 ( 12.256) top5 3.125 ( 2.393) | Test: [84][161/198] Time 0.734 Data 0.001 top1 14.062 ( 12.267) top5 2.344 ( 2.392) | Test: [84][162/198] Time 0.741 Data 0.001 top1 10.156 ( 12.254) top5 2.344 ( 2.392) | Test: [84][163/198] Time 0.736 Data 0.001 top1 14.844 ( 12.270) top5 3.125 ( 2.396) | Test: [84][164/198] Time 0.734 Data 0.001 top1 14.844 ( 12.286) top5 2.344 ( 2.396) | Test: [84][165/198] Time 0.739 Data 0.001 top1 9.375 ( 12.268) top5 2.344 ( 2.396) | Test: [84][166/198] Time 0.765 Data 0.001 top1 9.375 ( 12.251) top5 3.906 ( 2.405) | Test: [84][167/198] Time 0.731 Data 0.001 top1 13.281 ( 12.257) top5 3.906 ( 2.414) | Test: [84][168/198] Time 0.716 Data 0.001 top1 16.406 ( 12.281) top5 0.781 ( 2.404) | Test: [84][169/198] Time 0.729 Data 0.001 top1 10.156 ( 12.269) top5 0.781 ( 2.395) | Test: [84][170/198] Time 0.732 Data 0.001 top1 15.625 ( 12.289) top5 1.562 ( 2.390) | Test: [84][171/198] Time 0.728 Data 0.001 top1 14.844 ( 12.304) top5 3.906 ( 2.399) | Test: [84][172/198] Time 0.731 Data 0.001 top1 10.938 ( 12.296) top5 1.562 ( 2.394) | Test: [84][173/198] Time 0.751 Data 0.001 top1 7.812 ( 12.270) top5 1.562 ( 2.389) | Test: [84][174/198] Time 0.806 Data 0.001 top1 15.625 ( 12.289) top5 5.469 ( 2.407) | Test: [84][175/198] Time 0.780 Data 0.000 top1 9.375 ( 12.272) top5 3.125 ( 2.411) | Test: [84][176/198] Time 0.754 Data 0.001 top1 14.062 ( 12.282) top5 3.125 ( 2.415) | Test: [84][177/198] Time 0.736 Data 0.001 top1 11.719 ( 12.279) top5 5.469 ( 2.432) | Test: [84][178/198] Time 0.722 Data 0.003 top1 12.500 ( 12.281) top5 4.688 ( 2.445) | Test: [84][179/198] Time 0.719 Data 0.001 top1 17.188 ( 12.308) top5 3.125 ( 2.448) | Test: [84][180/198] Time 0.718 Data 0.001 top1 9.375 ( 12.292) top5 1.562 ( 2.444) | Test: [84][181/198] Time 0.720 Data 0.000 top1 14.844 ( 12.306) top5 0.781 ( 2.434) | Test: [84][182/198] Time 0.724 Data 0.001 top1 9.375 ( 12.290) top5 1.562 ( 2.430) | Test: [84][183/198] Time 0.732 Data 0.001 top1 14.062 ( 12.299) top5 3.125 ( 2.433) | Test: [84][184/198] Time 0.742 Data 0.001 top1 12.500 ( 12.300) top5 2.344 ( 2.433) | Test: [84][185/198] Time 0.730 Data 0.001 top1 9.375 ( 12.285) top5 1.562 ( 2.428) | Test: [84][186/198] Time 0.728 Data 0.001 top1 9.375 ( 12.269) top5 4.688 ( 2.440) | Test: [84][187/198] Time 0.736 Data 0.000 top1 17.188 ( 12.295) top5 5.469 ( 2.457) | Test: [84][188/198] Time 0.714 Data 0.000 top1 9.375 ( 12.280) top5 1.562 ( 2.452) | Test: [84][189/198] Time 0.729 Data 0.001 top1 10.938 ( 12.273) top5 2.344 ( 2.451) | Test: [84][190/198] Time 0.748 Data 0.000 top1 13.281 ( 12.278) top5 2.344 ( 2.451) | Test: [84][191/198] Time 0.724 Data 0.000 top1 9.375 ( 12.263) top5 0.781 ( 2.442) | Test: [84][192/198] Time 0.729 Data 0.000 top1 14.844 ( 12.276) top5 5.469 ( 2.458) | Test: [84][193/198] Time 0.729 Data 0.000 top1 12.500 ( 12.277) top5 3.125 ( 2.461) | Test: [84][194/198] Time 0.729 Data 0.000 top1 14.844 ( 12.291) top5 3.125 ( 2.465) | Test: [84][195/198] Time 0.723 Data 0.000 top1 10.156 ( 12.280) top5 3.125 ( 2.468) | Test: [84][196/198] Time 0.263 Data 0.000 top1 5.882 ( 12.247) top5 2.941 ( 2.470) | Test: [84][197/198] Time 0.718 Data 0.000 top1 16.406 ( 12.268) top5 3.125 ( 2.474) | Test: [84][198/198] Time 0.719 Data 0.000 top1 8.594 ( 12.250) top5 0.781 ( 2.465) * Finished epoch # 84 top1: 12.250 top5: 2.465 Epoch 85 => Training epoch # 85 | Epoch: [85][1/553] Time 4.995 Data 2.472 Err 0.2618 top1 5.469 top5 2.344 | Epoch: [85][2/553] Time 2.434 Data 0.001 Err 0.2552 top1 6.250 top5 1.562 | Epoch: [85][3/553] Time 2.452 Data 0.001 Err 0.2434 top1 4.688 top5 1.562 | Epoch: [85][4/553] Time 2.462 Data 0.001 Err 0.2428 top1 6.250 top5 2.344 | Epoch: [85][5/553] Time 2.448 Data 0.000 Err 0.1282 top1 3.125 top5 0.781 | Epoch: [85][6/553] Time 2.426 Data 0.001 Err 0.3129 top1 10.156 top5 1.562 | Epoch: [85][7/553] Time 2.455 Data 0.001 Err 0.1687 top1 3.906 top5 0.781 | Epoch: [85][8/553] Time 2.463 Data 0.001 Err 0.0890 top1 1.562 top5 0.000 | Epoch: [85][9/553] Time 2.447 Data 0.001 Err 0.3944 top1 10.938 top5 2.344 | Epoch: [85][10/553] Time 2.466 Data 0.001 Err 0.2462 top1 6.250 top5 2.344 | Epoch: [85][11/553] Time 2.480 Data 0.001 Err 0.3471 top1 8.594 top5 1.562 | Epoch: [85][12/553] Time 2.442 Data 0.003 Err 0.2374 top1 6.250 top5 1.562 | Epoch: [85][13/553] Time 2.449 Data 0.001 Err 0.2233 top1 7.031 top5 2.344 | Epoch: [85][14/553] Time 2.444 Data 0.001 Err 0.2172 top1 6.250 top5 0.781 | Epoch: [85][15/553] Time 2.477 Data 0.001 Err 0.2515 top1 5.469 top5 0.781 | Epoch: [85][16/553] Time 2.485 Data 0.001 Err 0.2619 top1 5.469 top5 2.344 | Epoch: [85][17/553] Time 2.437 Data 0.001 Err 0.3311 top1 10.156 top5 4.688 | Epoch: [85][18/553] Time 2.455 Data 0.001 Err 0.4856 top1 14.062 top5 3.125 | Epoch: [85][19/553] Time 2.465 Data 0.001 Err 0.3755 top1 8.594 top5 4.688 | Epoch: [85][20/553] Time 2.477 Data 0.001 Err 0.3229 top1 6.250 top5 3.906 | Epoch: [85][21/553] Time 2.443 Data 0.001 Err 0.3582 top1 9.375 top5 2.344 | Epoch: [85][22/553] Time 2.436 Data 0.001 Err 0.3223 top1 10.156 top5 2.344 | Epoch: [85][23/553] Time 2.476 Data 0.005 Err 0.4214 top1 10.156 top5 4.688 | Epoch: [85][24/553] Time 2.480 Data 0.001 Err 0.2599 top1 7.031 top5 1.562 | Epoch: [85][25/553] Time 2.444 Data 0.001 Err 0.1493 top1 3.125 top5 0.781 | Epoch: [85][26/553] Time 2.434 Data 0.001 Err 0.3051 top1 7.031 top5 2.344 | Epoch: [85][27/553] Time 2.444 Data 0.001 Err 0.3471 top1 8.594 top5 4.688 | Epoch: [85][28/553] Time 2.478 Data 0.001 Err 0.2323 top1 7.031 top5 0.781 | Epoch: [85][29/553] Time 2.442 Data 0.001 Err 0.3123 top1 9.375 top5 2.344 | Epoch: [85][30/553] Time 2.440 Data 0.001 Err 0.2489 top1 5.469 top5 2.344 | Epoch: [85][31/553] Time 2.457 Data 0.001 Err 0.1194 top1 3.125 top5 0.000 | Epoch: [85][32/553] Time 2.479 Data 0.001 Err 0.0972 top1 1.562 top5 0.781 | Epoch: [85][33/553] Time 2.440 Data 0.001 Err 0.3021 top1 7.812 top5 1.562 | Epoch: [85][34/553] Time 2.451 Data 0.001 Err 0.2355 top1 4.688 top5 1.562 | Epoch: [85][35/553] Time 2.469 Data 0.001 Err 0.2355 top1 5.469 top5 1.562 | Epoch: [85][36/553] Time 2.478 Data 0.001 Err 0.3042 top1 8.594 top5 2.344 | Epoch: [85][37/553] Time 2.484 Data 0.001 Err 0.2815 top1 10.156 top5 0.781 | Epoch: [85][38/553] Time 2.442 Data 0.001 Err 0.3231 top1 7.031 top5 3.125 | Epoch: [85][39/553] Time 2.434 Data 0.001 Err 0.2351 top1 7.031 top5 1.562 | Epoch: [85][40/553] Time 2.508 Data 0.001 Err 0.1500 top1 3.906 top5 0.781 | Epoch: [85][41/553] Time 2.493 Data 0.001 Err 0.2976 top1 5.469 top5 3.125 | Epoch: [85][42/553] Time 2.507 Data 0.013 Err 0.1369 top1 4.688 top5 0.000 | Epoch: [85][43/553] Time 2.452 Data 0.001 Err 0.2532 top1 5.469 top5 2.344 | Epoch: [85][44/553] Time 2.475 Data 0.001 Err 0.1653 top1 3.906 top5 1.562 | Epoch: [85][45/553] Time 2.460 Data 0.001 Err 0.2286 top1 4.688 top5 2.344 | Epoch: [85][46/553] Time 2.482 Data 0.001 Err 0.2130 top1 6.250 top5 1.562 | Epoch: [85][47/553] Time 2.479 Data 0.001 Err 0.3370 top1 9.375 top5 0.781 | Epoch: [85][48/553] Time 2.485 Data 0.001 Err 0.2382 top1 4.688 top5 1.562 | Epoch: [85][49/553] Time 2.510 Data 0.001 Err 0.2008 top1 3.906 top5 2.344 | Epoch: [85][50/553] Time 2.496 Data 0.001 Err 0.1777 top1 3.906 top5 0.000 | Epoch: [85][51/553] Time 2.516 Data 0.001 Err 0.2740 top1 9.375 top5 2.344 | Epoch: [85][52/553] Time 2.502 Data 0.000 Err 0.3333 top1 7.812 top5 3.906 | Epoch: [85][53/553] Time 2.506 Data 0.001 Err 0.2884 top1 6.250 top5 3.125 | Epoch: [85][54/553] Time 2.506 Data 0.001 Err 0.1585 top1 3.125 top5 1.562 | Epoch: [85][55/553] Time 2.451 Data 0.000 Err 0.2071 top1 3.906 top5 0.781 | Epoch: [85][56/553] Time 2.476 Data 0.001 Err 0.2969 top1 9.375 top5 2.344 | Epoch: [85][57/553] Time 2.511 Data 0.001 Err 0.2395 top1 7.812 top5 1.562 | Epoch: [85][58/553] Time 2.475 Data 0.001 Err 0.3577 top1 7.031 top5 3.906 | Epoch: [85][59/553] Time 2.448 Data 0.001 Err 0.3084 top1 8.594 top5 2.344 | Epoch: [85][60/553] Time 2.485 Data 0.001 Err 0.2418 top1 6.250 top5 1.562 | Epoch: [85][61/553] Time 2.448 Data 0.001 Err 0.2234 top1 5.469 top5 2.344 | Epoch: [85][62/553] Time 2.483 Data 0.001 Err 0.3268 top1 10.938 top5 1.562 | Epoch: [85][63/553] Time 2.517 Data 0.001 Err 0.3714 top1 7.812 top5 4.688 | Epoch: [85][64/553] Time 2.476 Data 0.001 Err 0.1995 top1 5.469 top5 2.344 | Epoch: [85][65/553] Time 2.448 Data 0.001 Err 0.1507 top1 3.906 top5 0.781 | Epoch: [85][66/553] Time 2.441 Data 0.000 Err 0.2397 top1 7.031 top5 3.125 | Epoch: [85][67/553] Time 2.506 Data 0.001 Err 0.2886 top1 6.250 top5 3.125 | Epoch: [85][68/553] Time 2.509 Data 0.001 Err 0.2752 top1 6.250 top5 3.906 | Epoch: [85][69/553] Time 2.443 Data 0.001 Err 0.2750 top1 7.031 top5 2.344 | Epoch: [85][70/553] Time 2.452 Data 0.001 Err 0.2927 top1 7.812 top5 2.344 | Epoch: [85][71/553] Time 2.481 Data 0.001 Err 0.5343 top1 11.719 top5 5.469 | Epoch: [85][72/553] Time 2.475 Data 0.001 Err 0.3245 top1 7.031 top5 3.906 | Epoch: [85][73/553] Time 2.446 Data 0.001 Err 0.3738 top1 10.156 top5 1.562 | Epoch: [85][74/553] Time 2.453 Data 0.001 Err 0.2358 top1 5.469 top5 1.562 | Epoch: [85][75/553] Time 2.463 Data 0.001 Err 0.2510 top1 9.375 top5 1.562 | Epoch: [85][76/553] Time 2.472 Data 0.001 Err 0.2307 top1 7.031 top5 1.562 | Epoch: [85][77/553] Time 2.440 Data 0.001 Err 0.2284 top1 5.469 top5 1.562 | Epoch: [85][78/553] Time 2.434 Data 0.001 Err 0.3062 top1 6.250 top5 3.125 | Epoch: [85][79/553] Time 2.475 Data 0.001 Err 0.2181 top1 5.469 top5 1.562 | Epoch: [85][80/553] Time 2.480 Data 0.001 Err 0.2046 top1 4.688 top5 2.344 | Epoch: [85][81/553] Time 2.450 Data 0.001 Err 0.3479 top1 7.031 top5 3.906 | Epoch: [85][82/553] Time 2.456 Data 0.001 Err 0.2904 top1 9.375 top5 0.781 | Epoch: [85][83/553] Time 2.516 Data 0.000 Err 0.1453 top1 3.906 top5 0.000 | Epoch: [85][84/553] Time 2.476 Data 0.001 Err 0.2075 top1 3.906 top5 2.344 | Epoch: [85][85/553] Time 2.447 Data 0.000 Err 0.2498 top1 6.250 top5 1.562 | Epoch: [85][86/553] Time 2.441 Data 0.001 Err 0.3004 top1 5.469 top5 3.125 | Epoch: [85][87/553] Time 2.475 Data 0.001 Err 0.2918 top1 9.375 top5 2.344 | Epoch: [85][88/553] Time 2.442 Data 0.001 Err 0.3119 top1 9.375 top5 3.125 | Epoch: [85][89/553] Time 2.443 Data 0.001 Err 0.2891 top1 8.594 top5 1.562 | Epoch: [85][90/553] Time 2.442 Data 0.001 Err 0.1813 top1 4.688 top5 1.562 | Epoch: [85][91/553] Time 2.445 Data 0.001 Err 0.3006 top1 7.812 top5 2.344 | Epoch: [85][92/553] Time 2.446 Data 0.001 Err 0.2892 top1 5.469 top5 3.125 | Epoch: [85][93/553] Time 2.442 Data 0.001 Err 0.1505 top1 4.688 top5 0.000 | Epoch: [85][94/553] Time 2.486 Data 0.001 Err 0.1755 top1 3.906 top5 0.781 | Epoch: [85][95/553] Time 2.448 Data 0.000 Err 0.2000 top1 4.688 top5 0.781 | Epoch: [85][96/553] Time 2.477 Data 0.001 Err 0.2314 top1 4.688 top5 3.125 | Epoch: [85][97/553] Time 2.439 Data 0.001 Err 0.1278 top1 3.125 top5 0.000 | Epoch: [85][98/553] Time 2.474 Data 0.001 Err 0.1764 top1 4.688 top5 1.562 | Epoch: [85][99/553] Time 2.486 Data 0.001 Err 0.3287 top1 8.594 top5 3.906 | Epoch: [85][100/553] Time 2.469 Data 0.001 Err 0.1671 top1 5.469 top5 0.781 | Epoch: [85][101/553] Time 2.469 Data 0.001 Err 0.2376 top1 7.812 top5 0.781 | Epoch: [85][102/553] Time 2.448 Data 0.001 Err 0.3920 top1 9.375 top5 5.469 | Epoch: [85][103/553] Time 2.465 Data 0.001 Err 0.1690 top1 6.250 top5 0.781 | Epoch: [85][104/553] Time 2.483 Data 0.000 Err 0.1749 top1 3.906 top5 1.562 | Epoch: [85][105/553] Time 2.449 Data 0.001 Err 0.1961 top1 4.688 top5 2.344 | Epoch: [85][106/553] Time 2.453 Data 0.001 Err 0.2124 top1 4.688 top5 3.125 | Epoch: [85][107/553] Time 2.451 Data 0.001 Err 0.2675 top1 6.250 top5 3.125 | Epoch: [85][108/553] Time 2.471 Data 0.001 Err 0.1461 top1 3.906 top5 0.000 | Epoch: [85][109/553] Time 2.441 Data 0.004 Err 0.1384 top1 3.906 top5 0.781 | Epoch: [85][110/553] Time 2.490 Data 0.000 Err 0.2403 top1 5.469 top5 3.125 | Epoch: [85][111/553] Time 2.449 Data 0.001 Err 0.2374 top1 6.250 top5 0.781 | Epoch: [85][112/553] Time 2.477 Data 0.001 Err 0.2281 top1 5.469 top5 2.344 | Epoch: [85][113/553] Time 2.447 Data 0.001 Err 0.2681 top1 7.031 top5 1.562 | Epoch: [85][114/553] Time 2.449 Data 0.001 Err 0.2674 top1 8.594 top5 2.344 | Epoch: [85][115/553] Time 2.434 Data 0.001 Err 0.1687 top1 5.469 top5 0.781 | Epoch: [85][116/553] Time 2.509 Data 0.000 Err 0.3280 top1 8.594 top5 3.906 | Epoch: [85][117/553] Time 2.449 Data 0.001 Err 0.1383 top1 3.906 top5 0.000 | Epoch: [85][118/553] Time 2.444 Data 0.001 Err 0.3647 top1 9.375 top5 4.688 | Epoch: [85][119/553] Time 2.459 Data 0.001 Err 0.2215 top1 6.250 top5 0.781 | Epoch: [85][120/553] Time 2.467 Data 0.001 Err 0.2581 top1 5.469 top5 1.562 | Epoch: [85][121/553] Time 2.465 Data 0.001 Err 0.3171 top1 10.156 top5 1.562 | Epoch: [85][122/553] Time 2.467 Data 0.001 Err 0.2645 top1 7.812 top5 2.344 | Epoch: [85][123/553] Time 2.433 Data 0.000 Err 0.2033 top1 4.688 top5 1.562 | Epoch: [85][124/553] Time 2.442 Data 0.001 Err 0.2125 top1 4.688 top5 3.125 | Epoch: [85][125/553] Time 2.453 Data 0.001 Err 0.2806 top1 7.031 top5 1.562 | Epoch: [85][126/553] Time 2.442 Data 0.001 Err 0.1340 top1 3.906 top5 0.000 | Epoch: [85][127/553] Time 2.434 Data 0.001 Err 0.2899 top1 7.031 top5 1.562 | Epoch: [85][128/553] Time 2.451 Data 0.003 Err 0.2057 top1 3.906 top5 0.781 | Epoch: [85][129/553] Time 2.445 Data 0.001 Err 0.1627 top1 3.125 top5 0.781 | Epoch: [85][130/553] Time 2.482 Data 0.001 Err 0.2335 top1 5.469 top5 3.125 | Epoch: [85][131/553] Time 2.506 Data 0.001 Err 0.3355 top1 8.594 top5 3.125 | Epoch: [85][132/553] Time 2.438 Data 0.001 Err 0.1415 top1 3.125 top5 0.781 | Epoch: [85][133/553] Time 2.438 Data 0.001 Err 0.1511 top1 5.469 top5 0.781 | Epoch: [85][134/553] Time 2.440 Data 0.001 Err 0.3625 top1 9.375 top5 1.562 | Epoch: [85][135/553] Time 2.445 Data 0.001 Err 0.2562 top1 4.688 top5 0.781 | Epoch: [85][136/553] Time 2.441 Data 0.001 Err 0.1565 top1 4.688 top5 0.781 | Epoch: [85][137/553] Time 2.439 Data 0.001 Err 0.2427 top1 7.031 top5 3.125 | Epoch: [85][138/553] Time 2.477 Data 0.001 Err 0.3069 top1 7.812 top5 3.125 | Epoch: [85][139/553] Time 2.455 Data 0.000 Err 0.2046 top1 1.562 top5 0.781 | Epoch: [85][140/553] Time 2.442 Data 0.000 Err 0.3508 top1 9.375 top5 3.125 | Epoch: [85][141/553] Time 2.442 Data 0.001 Err 0.2451 top1 4.688 top5 2.344 | Epoch: [85][142/553] Time 2.447 Data 0.001 Err 0.1803 top1 5.469 top5 0.000 | Epoch: [85][143/553] Time 2.489 Data 0.001 Err 0.1956 top1 7.031 top5 0.781 | Epoch: [85][144/553] Time 2.446 Data 0.001 Err 0.1293 top1 2.344 top5 0.781 | Epoch: [85][145/553] Time 2.461 Data 0.001 Err 0.1485 top1 3.906 top5 0.000 | Epoch: [85][146/553] Time 2.456 Data 0.001 Err 0.2555 top1 7.031 top5 2.344 | Epoch: [85][147/553] Time 2.454 Data 0.001 Err 0.2711 top1 7.031 top5 1.562 | Epoch: [85][148/553] Time 2.439 Data 0.001 Err 0.3582 top1 7.812 top5 3.906 | Epoch: [85][149/553] Time 2.444 Data 0.001 Err 0.2936 top1 8.594 top5 2.344 | Epoch: [85][150/553] Time 2.436 Data 0.001 Err 0.3984 top1 10.938 top5 3.906 | Epoch: [85][151/553] Time 2.439 Data 0.001 Err 0.2219 top1 5.469 top5 0.781 | Epoch: [85][152/553] Time 2.445 Data 0.001 Err 0.2274 top1 6.250 top5 1.562 | Epoch: [85][153/553] Time 2.437 Data 0.001 Err 0.1560 top1 3.906 top5 0.781 | Epoch: [85][154/553] Time 2.440 Data 0.001 Err 0.2939 top1 7.031 top5 2.344 | Epoch: [85][155/553] Time 2.445 Data 0.001 Err 0.2640 top1 7.812 top5 1.562 | Epoch: [85][156/553] Time 2.481 Data 0.001 Err 0.1498 top1 3.906 top5 0.781 | Epoch: [85][157/553] Time 2.460 Data 0.001 Err 0.2269 top1 3.125 top5 1.562 | Epoch: [85][158/553] Time 2.502 Data 0.001 Err 0.3761 top1 9.375 top5 4.688 | Epoch: [85][159/553] Time 2.465 Data 0.001 Err 0.2556 top1 5.469 top5 2.344 | Epoch: [85][160/553] Time 2.432 Data 0.001 Err 0.2932 top1 6.250 top5 3.125 | Epoch: [85][161/553] Time 2.467 Data 0.001 Err 0.1471 top1 3.125 top5 0.000 | Epoch: [85][162/553] Time 2.467 Data 0.001 Err 0.3585 top1 7.812 top5 4.688 | Epoch: [85][163/553] Time 2.448 Data 0.001 Err 0.1664 top1 5.469 top5 0.781 | Epoch: [85][164/553] Time 2.490 Data 0.001 Err 0.2883 top1 8.594 top5 3.125 | Epoch: [85][165/553] Time 2.449 Data 0.001 Err 0.2176 top1 8.594 top5 1.562 | Epoch: [85][166/553] Time 2.443 Data 0.001 Err 0.2639 top1 8.594 top5 1.562 | Epoch: [85][167/553] Time 2.447 Data 0.001 Err 0.1756 top1 3.906 top5 1.562 | Epoch: [85][168/553] Time 2.438 Data 0.001 Err 0.3303 top1 7.812 top5 2.344 | Epoch: [85][169/553] Time 2.451 Data 0.001 Err 0.1677 top1 4.688 top5 1.562 | Epoch: [85][170/553] Time 2.431 Data 0.001 Err 0.2364 top1 6.250 top5 2.344 | Epoch: [85][171/553] Time 2.435 Data 0.001 Err 0.2752 top1 7.812 top5 1.562 | Epoch: [85][172/553] Time 2.453 Data 0.001 Err 0.2491 top1 6.250 top5 2.344 | Epoch: [85][173/553] Time 2.453 Data 0.001 Err 0.3776 top1 10.156 top5 4.688 | Epoch: [85][174/553] Time 2.457 Data 0.001 Err 0.1900 top1 7.031 top5 0.000 | Epoch: [85][175/553] Time 2.433 Data 0.001 Err 0.2113 top1 3.906 top5 2.344 | Epoch: [85][176/553] Time 2.434 Data 0.001 Err 0.1359 top1 3.906 top5 1.562 | Epoch: [85][177/553] Time 2.435 Data 0.001 Err 0.1433 top1 4.688 top5 1.562 | Epoch: [85][178/553] Time 2.446 Data 0.001 Err 0.2758 top1 8.594 top5 1.562 | Epoch: [85][179/553] Time 2.460 Data 0.001 Err 0.1774 top1 3.906 top5 0.781 | Epoch: [85][180/553] Time 2.443 Data 0.000 Err 0.2879 top1 8.594 top5 1.562 | Epoch: [85][181/553] Time 2.436 Data 0.001 Err 0.2037 top1 4.688 top5 1.562 | Epoch: [85][182/553] Time 2.450 Data 0.001 Err 0.3025 top1 10.156 top5 3.125 | Epoch: [85][183/553] Time 2.486 Data 0.001 Err 0.3237 top1 7.812 top5 2.344 | Epoch: [85][184/553] Time 2.438 Data 0.001 Err 0.1226 top1 3.125 top5 0.000 | Epoch: [85][185/553] Time 2.479 Data 0.001 Err 0.3835 top1 11.719 top5 1.562 | Epoch: [85][186/553] Time 2.441 Data 0.001 Err 0.1476 top1 3.906 top5 0.781 | Epoch: [85][187/553] Time 2.437 Data 0.001 Err 0.2774 top1 7.031 top5 2.344 | Epoch: [85][188/553] Time 2.442 Data 0.001 Err 0.3056 top1 6.250 top5 3.125 | Epoch: [85][189/553] Time 2.454 Data 0.000 Err 0.1667 top1 4.688 top5 1.562 | Epoch: [85][190/553] Time 2.439 Data 0.001 Err 0.3055 top1 8.594 top5 3.906 | Epoch: [85][191/553] Time 2.444 Data 0.001 Err 0.2130 top1 5.469 top5 1.562 | Epoch: [85][192/553] Time 2.436 Data 0.001 Err 0.1942 top1 4.688 top5 0.781 | Epoch: [85][193/553] Time 2.449 Data 0.001 Err 0.3064 top1 8.594 top5 1.562 | Epoch: [85][194/553] Time 2.438 Data 0.001 Err 0.1759 top1 4.688 top5 1.562 | Epoch: [85][195/553] Time 2.433 Data 0.001 Err 0.2296 top1 6.250 top5 3.125 | Epoch: [85][196/553] Time 2.455 Data 0.001 Err 0.2857 top1 7.812 top5 0.781 | Epoch: [85][197/553] Time 2.470 Data 0.001 Err 0.1994 top1 5.469 top5 1.562 | Epoch: [85][198/553] Time 2.439 Data 0.001 Err 0.1117 top1 2.344 top5 0.000 | Epoch: [85][199/553] Time 2.442 Data 0.000 Err 0.1452 top1 3.906 top5 0.000 | Epoch: [85][200/553] Time 2.472 Data 0.001 Err 0.2018 top1 6.250 top5 1.562 | Epoch: [85][201/553] Time 2.467 Data 0.001 Err 0.2435 top1 6.250 top5 1.562 | Epoch: [85][202/553] Time 2.475 Data 0.000 Err 0.1807 top1 4.688 top5 2.344 | Epoch: [85][203/553] Time 2.459 Data 0.001 Err 0.2200 top1 5.469 top5 0.781 | Epoch: [85][204/553] Time 2.468 Data 0.001 Err 0.1824 top1 4.688 top5 1.562 | Epoch: [85][205/553] Time 2.470 Data 0.000 Err 0.3005 top1 9.375 top5 3.125 | Epoch: [85][206/553] Time 2.457 Data 0.001 Err 0.1545 top1 3.125 top5 1.562 | Epoch: [85][207/553] Time 2.445 Data 0.001 Err 0.1880 top1 4.688 top5 1.562 | Epoch: [85][208/553] Time 2.444 Data 0.000 Err 0.2643 top1 7.031 top5 1.562 | Epoch: [85][209/553] Time 2.443 Data 0.001 Err 0.2383 top1 6.250 top5 1.562 | Epoch: [85][210/553] Time 2.438 Data 0.001 Err 0.2125 top1 5.469 top5 0.781 | Epoch: [85][211/553] Time 2.443 Data 0.001 Err 0.1243 top1 3.125 top5 0.781 | Epoch: [85][212/553] Time 2.437 Data 0.001 Err 0.2175 top1 7.031 top5 0.781 | Epoch: [85][213/553] Time 2.472 Data 0.001 Err 0.1823 top1 3.125 top5 1.562 | Epoch: [85][214/553] Time 2.452 Data 0.001 Err 0.3081 top1 7.031 top5 3.125 | Epoch: [85][215/553] Time 2.439 Data 0.001 Err 0.1133 top1 2.344 top5 0.781 | Epoch: [85][216/553] Time 2.431 Data 0.001 Err 0.0930 top1 1.562 top5 0.781 | Epoch: [85][217/553] Time 2.429 Data 0.001 Err 0.3377 top1 10.156 top5 3.125 | Epoch: [85][218/553] Time 2.448 Data 0.000 Err 0.2144 top1 4.688 top5 2.344 | Epoch: [85][219/553] Time 2.466 Data 0.001 Err 0.2346 top1 5.469 top5 2.344 | Epoch: [85][220/553] Time 2.439 Data 0.001 Err 0.2140 top1 3.906 top5 2.344 | Epoch: [85][221/553] Time 2.492 Data 0.001 Err 0.2408 top1 6.250 top5 1.562 | Epoch: [85][222/553] Time 2.455 Data 0.001 Err 0.1954 top1 4.688 top5 1.562 | Epoch: [85][223/553] Time 2.436 Data 0.001 Err 0.3434 top1 8.594 top5 3.906 | Epoch: [85][224/553] Time 2.463 Data 0.001 Err 0.3415 top1 7.031 top5 3.125 | Epoch: [85][225/553] Time 2.465 Data 0.001 Err 0.2405 top1 6.250 top5 0.781 | Epoch: [85][226/553] Time 2.439 Data 0.001 Err 0.1183 top1 2.344 top5 0.000 | Epoch: [85][227/553] Time 2.453 Data 0.001 Err 0.1713 top1 4.688 top5 1.562 | Epoch: [85][228/553] Time 2.441 Data 0.000 Err 0.2768 top1 7.031 top5 1.562 | Epoch: [85][229/553] Time 2.462 Data 0.001 Err 0.3720 top1 8.594 top5 4.688 | Epoch: [85][230/553] Time 2.470 Data 0.001 Err 0.3564 top1 8.594 top5 3.906 | Epoch: [85][231/553] Time 2.439 Data 0.001 Err 0.2861 top1 6.250 top5 2.344 | Epoch: [85][232/553] Time 2.437 Data 0.001 Err 0.2319 top1 5.469 top5 2.344 | Epoch: [85][233/553] Time 2.444 Data 0.001 Err 0.1842 top1 4.688 top5 0.781 | Epoch: [85][234/553] Time 2.441 Data 0.001 Err 0.2290 top1 7.031 top5 2.344 | Epoch: [85][235/553] Time 2.451 Data 0.001 Err 0.3268 top1 8.594 top5 3.125 | Epoch: [85][236/553] Time 2.448 Data 0.000 Err 0.1404 top1 3.125 top5 0.781 | Epoch: [85][237/553] Time 2.446 Data 0.000 Err 0.1766 top1 3.125 top5 1.562 | Epoch: [85][238/553] Time 2.451 Data 0.001 Err 0.2404 top1 5.469 top5 2.344 | Epoch: [85][239/553] Time 2.439 Data 0.001 Err 0.2990 top1 9.375 top5 2.344 | Epoch: [85][240/553] Time 2.475 Data 0.001 Err 0.3341 top1 8.594 top5 3.906 | Epoch: [85][241/553] Time 2.468 Data 0.001 Err 0.2470 top1 6.250 top5 2.344 | Epoch: [85][242/553] Time 2.443 Data 0.003 Err 0.2108 top1 4.688 top5 2.344 | Epoch: [85][243/553] Time 2.432 Data 0.001 Err 0.3094 top1 7.812 top5 2.344 | Epoch: [85][244/553] Time 2.440 Data 0.001 Err 0.1936 top1 6.250 top5 0.781 | Epoch: [85][245/553] Time 2.458 Data 0.001 Err 0.2012 top1 4.688 top5 2.344 | Epoch: [85][246/553] Time 2.489 Data 0.001 Err 0.1495 top1 4.688 top5 0.781 | Epoch: [85][247/553] Time 2.427 Data 0.001 Err 0.1747 top1 6.250 top5 0.000 | Epoch: [85][248/553] Time 2.440 Data 0.001 Err 0.1841 top1 4.688 top5 1.562 | Epoch: [85][249/553] Time 2.464 Data 0.001 Err 0.3291 top1 8.594 top5 3.906 | Epoch: [85][250/553] Time 2.461 Data 0.001 Err 0.2199 top1 5.469 top5 2.344 | Epoch: [85][251/553] Time 2.447 Data 0.001 Err 0.3452 top1 7.812 top5 2.344 | Epoch: [85][252/553] Time 2.443 Data 0.001 Err 0.2936 top1 4.688 top5 3.906 | Epoch: [85][253/553] Time 2.501 Data 0.001 Err 0.2773 top1 7.812 top5 1.562 | Epoch: [85][254/553] Time 2.433 Data 0.001 Err 0.3389 top1 7.812 top5 2.344 | Epoch: [85][255/553] Time 2.447 Data 0.001 Err 0.2469 top1 7.031 top5 2.344 | Epoch: [85][256/553] Time 2.439 Data 0.001 Err 0.1282 top1 3.125 top5 0.000 | Epoch: [85][257/553] Time 2.451 Data 0.001 Err 0.1338 top1 3.125 top5 1.562 | Epoch: [85][258/553] Time 2.436 Data 0.001 Err 0.1515 top1 4.688 top5 1.562 | Epoch: [85][259/553] Time 2.474 Data 0.001 Err 0.2412 top1 7.031 top5 2.344 | Epoch: [85][260/553] Time 2.456 Data 0.001 Err 0.3785 top1 8.594 top5 3.125 | Epoch: [85][261/553] Time 2.462 Data 0.002 Err 0.1368 top1 3.906 top5 1.562 | Epoch: [85][262/553] Time 2.443 Data 0.001 Err 0.3015 top1 9.375 top5 2.344 | Epoch: [85][263/553] Time 2.442 Data 0.001 Err 0.2780 top1 6.250 top5 2.344 | Epoch: [85][264/553] Time 2.460 Data 0.001 Err 0.2996 top1 7.812 top5 1.562 | Epoch: [85][265/553] Time 2.521 Data 0.000 Err 0.2641 top1 7.031 top5 2.344 | Epoch: [85][266/553] Time 2.514 Data 0.000 Err 0.1905 top1 3.125 top5 2.344 | Epoch: [85][267/553] Time 2.455 Data 0.001 Err 0.2305 top1 7.031 top5 2.344 | Epoch: [85][268/553] Time 2.437 Data 0.001 Err 0.3144 top1 6.250 top5 3.906 | Epoch: [85][269/553] Time 2.445 Data 0.001 Err 0.3362 top1 11.719 top5 3.125 | Epoch: [85][270/553] Time 2.442 Data 0.001 Err 0.2556 top1 6.250 top5 1.562 | Epoch: [85][271/553] Time 2.468 Data 0.001 Err 0.3988 top1 10.938 top5 3.906 | Epoch: [85][272/553] Time 2.498 Data 0.000 Err 0.2148 top1 4.688 top5 1.562 | Epoch: [85][273/553] Time 2.439 Data 0.000 Err 0.2889 top1 7.031 top5 3.125 | Epoch: [85][274/553] Time 2.435 Data 0.001 Err 0.3363 top1 7.031 top5 2.344 | Epoch: [85][275/553] Time 2.445 Data 0.000 Err 0.2881 top1 9.375 top5 2.344 | Epoch: [85][276/553] Time 2.466 Data 0.001 Err 0.2051 top1 3.906 top5 3.906 | Epoch: [85][277/553] Time 2.503 Data 0.001 Err 0.1783 top1 4.688 top5 0.781 | Epoch: [85][278/553] Time 2.483 Data 0.001 Err 0.3315 top1 7.812 top5 2.344 | Epoch: [85][279/553] Time 2.450 Data 0.001 Err 0.1521 top1 4.688 top5 0.781 | Epoch: [85][280/553] Time 2.446 Data 0.001 Err 0.3119 top1 7.812 top5 3.906 | Epoch: [85][281/553] Time 2.441 Data 0.001 Err 0.3159 top1 7.812 top5 2.344 | Epoch: [85][282/553] Time 2.474 Data 0.001 Err 0.2169 top1 7.031 top5 2.344 | Epoch: [85][283/553] Time 2.474 Data 0.001 Err 0.2276 top1 3.906 top5 2.344 | Epoch: [85][284/553] Time 2.466 Data 0.001 Err 0.1136 top1 2.344 top5 0.781 | Epoch: [85][285/553] Time 2.484 Data 0.000 Err 0.3153 top1 10.156 top5 3.906 | Epoch: [85][286/553] Time 2.444 Data 0.001 Err 0.1781 top1 4.688 top5 0.781 | Epoch: [85][287/553] Time 2.469 Data 0.001 Err 0.2694 top1 6.250 top5 3.906 | Epoch: [85][288/553] Time 2.438 Data 0.001 Err 0.2877 top1 7.031 top5 2.344 | Epoch: [85][289/553] Time 2.440 Data 0.001 Err 0.2567 top1 8.594 top5 0.000 | Epoch: [85][290/553] Time 2.444 Data 0.001 Err 0.2986 top1 6.250 top5 3.906 | Epoch: [85][291/553] Time 2.441 Data 0.000 Err 0.2628 top1 7.812 top5 3.125 | Epoch: [85][292/553] Time 2.437 Data 0.001 Err 0.2314 top1 5.469 top5 3.125 | Epoch: [85][293/553] Time 2.438 Data 0.001 Err 0.2898 top1 8.594 top5 0.781 | Epoch: [85][294/553] Time 2.437 Data 0.001 Err 0.2892 top1 7.031 top5 2.344 | Epoch: [85][295/553] Time 2.441 Data 0.001 Err 0.1804 top1 5.469 top5 0.781 | Epoch: [85][296/553] Time 2.445 Data 0.001 Err 0.2482 top1 5.469 top5 0.781 | Epoch: [85][297/553] Time 2.484 Data 0.001 Err 0.1924 top1 7.031 top5 0.781 | Epoch: [85][298/553] Time 2.442 Data 0.001 Err 0.2666 top1 9.375 top5 3.125 | Epoch: [85][299/553] Time 2.453 Data 0.001 Err 0.2766 top1 3.906 top5 3.125 | Epoch: [85][300/553] Time 2.440 Data 0.001 Err 0.3548 top1 8.594 top5 3.906 | Epoch: [85][301/553] Time 2.443 Data 0.001 Err 0.2850 top1 7.812 top5 1.562 | Epoch: [85][302/553] Time 2.442 Data 0.001 Err 0.2158 top1 4.688 top5 1.562 | Epoch: [85][303/553] Time 2.438 Data 0.001 Err 0.2453 top1 7.031 top5 1.562 | Epoch: [85][304/553] Time 2.493 Data 0.000 Err 0.1991 top1 4.688 top5 0.000 | Epoch: [85][305/553] Time 2.480 Data 0.001 Err 0.2480 top1 5.469 top5 2.344 | Epoch: [85][306/553] Time 2.437 Data 0.001 Err 0.1701 top1 4.688 top5 1.562 | Epoch: [85][307/553] Time 2.482 Data 0.001 Err 0.1530 top1 4.688 top5 0.781 | Epoch: [85][308/553] Time 2.461 Data 0.001 Err 0.3185 top1 7.031 top5 3.125 | Epoch: [85][309/553] Time 2.475 Data 0.001 Err 0.3398 top1 7.812 top5 5.469 | Epoch: [85][310/553] Time 2.442 Data 0.001 Err 0.1188 top1 2.344 top5 0.000 | Epoch: [85][311/553] Time 2.438 Data 0.001 Err 0.1788 top1 5.469 top5 0.781 | Epoch: [85][312/553] Time 2.469 Data 0.000 Err 0.2389 top1 5.469 top5 1.562 | Epoch: [85][313/553] Time 2.437 Data 0.001 Err 0.2860 top1 9.375 top5 0.781 | Epoch: [85][314/553] Time 2.448 Data 0.001 Err 0.1737 top1 4.688 top5 0.781 | Epoch: [85][315/553] Time 2.462 Data 0.001 Err 0.2148 top1 6.250 top5 0.781 | Epoch: [85][316/553] Time 2.439 Data 0.001 Err 0.2131 top1 5.469 top5 2.344 | Epoch: [85][317/553] Time 2.503 Data 0.001 Err 0.2462 top1 5.469 top5 1.562 | Epoch: [85][318/553] Time 2.502 Data 0.003 Err 0.1916 top1 5.469 top5 1.562 | Epoch: [85][319/553] Time 2.477 Data 0.001 Err 0.2263 top1 7.031 top5 0.781 | Epoch: [85][320/553] Time 2.442 Data 0.001 Err 0.2959 top1 7.812 top5 3.906 | Epoch: [85][321/553] Time 2.514 Data 0.001 Err 0.2874 top1 7.031 top5 1.562 | Epoch: [85][322/553] Time 2.443 Data 0.001 Err 0.2551 top1 6.250 top5 2.344 | Epoch: [85][323/553] Time 2.482 Data 0.001 Err 0.3129 top1 8.594 top5 2.344 | Epoch: [85][324/553] Time 2.457 Data 0.001 Err 0.1191 top1 4.688 top5 0.000 | Epoch: [85][325/553] Time 2.461 Data 0.001 Err 0.1849 top1 5.469 top5 1.562 | Epoch: [85][326/553] Time 2.472 Data 0.001 Err 0.3071 top1 7.812 top5 3.125 | Epoch: [85][327/553] Time 2.434 Data 0.001 Err 0.1792 top1 4.688 top5 0.781 | Epoch: [85][328/553] Time 2.448 Data 0.001 Err 0.2172 top1 5.469 top5 1.562 | Epoch: [85][329/553] Time 2.511 Data 0.001 Err 0.2155 top1 7.031 top5 0.781 | Epoch: [85][330/553] Time 2.452 Data 0.001 Err 0.2367 top1 5.469 top5 1.562 | Epoch: [85][331/553] Time 2.512 Data 0.001 Err 0.1815 top1 3.906 top5 0.000 | Epoch: [85][332/553] Time 2.445 Data 0.000 Err 0.2018 top1 3.906 top5 3.125 | Epoch: [85][333/553] Time 2.447 Data 0.001 Err 0.3210 top1 7.812 top5 3.125 | Epoch: [85][334/553] Time 2.441 Data 0.001 Err 0.2023 top1 7.031 top5 0.781 | Epoch: [85][335/553] Time 2.447 Data 0.001 Err 0.1640 top1 3.125 top5 0.781 | Epoch: [85][336/553] Time 2.441 Data 0.001 Err 0.3081 top1 7.031 top5 2.344 | Epoch: [85][337/553] Time 2.453 Data 0.001 Err 0.2674 top1 7.812 top5 2.344 | Epoch: [85][338/553] Time 2.438 Data 0.000 Err 0.2118 top1 3.125 top5 2.344 | Epoch: [85][339/553] Time 2.498 Data 0.001 Err 0.2008 top1 3.125 top5 1.562 | Epoch: [85][340/553] Time 2.437 Data 0.001 Err 0.3204 top1 8.594 top5 3.906 | Epoch: [85][341/553] Time 2.449 Data 0.001 Err 0.3430 top1 8.594 top5 4.688 | Epoch: [85][342/553] Time 2.444 Data 0.001 Err 0.1415 top1 3.906 top5 0.781 | Epoch: [85][343/553] Time 2.439 Data 0.001 Err 0.3487 top1 10.938 top5 2.344 | Epoch: [85][344/553] Time 2.441 Data 0.001 Err 0.2039 top1 5.469 top5 1.562 | Epoch: [85][345/553] Time 2.495 Data 0.001 Err 0.1993 top1 2.344 top5 0.781 | Epoch: [85][346/553] Time 2.458 Data 0.001 Err 0.1946 top1 5.469 top5 1.562 | Epoch: [85][347/553] Time 2.449 Data 0.001 Err 0.1278 top1 3.125 top5 0.781 | Epoch: [85][348/553] Time 2.484 Data 0.001 Err 0.3001 top1 10.156 top5 2.344 | Epoch: [85][349/553] Time 2.441 Data 0.001 Err 0.2043 top1 4.688 top5 2.344 | Epoch: [85][350/553] Time 2.451 Data 0.001 Err 0.2816 top1 5.469 top5 2.344 | Epoch: [85][351/553] Time 2.449 Data 0.001 Err 0.3061 top1 6.250 top5 4.688 | Epoch: [85][352/553] Time 2.439 Data 0.001 Err 0.1729 top1 5.469 top5 0.000 | Epoch: [85][353/553] Time 2.447 Data 0.001 Err 0.2392 top1 6.250 top5 1.562 | Epoch: [85][354/553] Time 2.442 Data 0.001 Err 0.2750 top1 6.250 top5 3.125 | Epoch: [85][355/553] Time 2.473 Data 0.001 Err 0.2346 top1 6.250 top5 0.781 | Epoch: [85][356/553] Time 2.439 Data 0.002 Err 0.2582 top1 7.812 top5 1.562 | Epoch: [85][357/553] Time 2.464 Data 0.001 Err 0.2225 top1 5.469 top5 0.781 | Epoch: [85][358/553] Time 2.444 Data 0.000 Err 0.2784 top1 7.031 top5 2.344 | Epoch: [85][359/553] Time 2.481 Data 0.000 Err 0.3409 top1 7.812 top5 3.125 | Epoch: [85][360/553] Time 2.486 Data 0.000 Err 0.3397 top1 10.156 top5 3.125 | Epoch: [85][361/553] Time 2.483 Data 0.001 Err 0.3892 top1 7.812 top5 4.688 | Epoch: [85][362/553] Time 2.437 Data 0.001 Err 0.1373 top1 4.688 top5 0.000 | Epoch: [85][363/553] Time 2.439 Data 0.001 Err 0.2095 top1 4.688 top5 3.125 | Epoch: [85][364/553] Time 2.440 Data 0.001 Err 0.2823 top1 7.812 top5 2.344 | Epoch: [85][365/553] Time 2.439 Data 0.001 Err 0.2322 top1 4.688 top5 1.562 | Epoch: [85][366/553] Time 2.460 Data 0.001 Err 0.1321 top1 1.562 top5 0.000 | Epoch: [85][367/553] Time 2.435 Data 0.001 Err 0.1884 top1 5.469 top5 0.781 | Epoch: [85][368/553] Time 2.492 Data 0.001 Err 0.2392 top1 7.812 top5 1.562 | Epoch: [85][369/553] Time 2.481 Data 0.001 Err 0.3278 top1 7.031 top5 1.562 | Epoch: [85][370/553] Time 2.481 Data 0.000 Err 0.2381 top1 7.812 top5 0.781 | Epoch: [85][371/553] Time 2.445 Data 0.001 Err 0.1420 top1 3.906 top5 0.000 | Epoch: [85][372/553] Time 2.439 Data 0.001 Err 0.1829 top1 3.906 top5 1.562 | Epoch: [85][373/553] Time 2.518 Data 0.000 Err 0.3712 top1 7.031 top5 4.688 | Epoch: [85][374/553] Time 2.469 Data 0.001 Err 0.3063 top1 7.031 top5 2.344 | Epoch: [85][375/553] Time 2.442 Data 0.005 Err 0.2229 top1 7.031 top5 0.000 | Epoch: [85][376/553] Time 2.439 Data 0.001 Err 0.3902 top1 12.500 top5 3.125 | Epoch: [85][377/553] Time 2.458 Data 0.001 Err 0.2828 top1 7.031 top5 1.562 | Epoch: [85][378/553] Time 2.471 Data 0.001 Err 0.2215 top1 5.469 top5 2.344 | Epoch: [85][379/553] Time 2.448 Data 0.001 Err 0.1862 top1 5.469 top5 0.781 | Epoch: [85][380/553] Time 2.463 Data 0.000 Err 0.2367 top1 6.250 top5 2.344 | Epoch: [85][381/553] Time 2.485 Data 0.001 Err 0.1898 top1 5.469 top5 1.562 | Epoch: [85][382/553] Time 2.460 Data 0.001 Err 0.2246 top1 5.469 top5 2.344 | Epoch: [85][383/553] Time 2.485 Data 0.001 Err 0.1917 top1 3.906 top5 0.000 | Epoch: [85][384/553] Time 2.433 Data 0.001 Err 0.2980 top1 10.156 top5 0.781 | Epoch: [85][385/553] Time 2.476 Data 0.001 Err 0.1647 top1 3.906 top5 0.781 | Epoch: [85][386/553] Time 2.431 Data 0.001 Err 0.1767 top1 3.906 top5 2.344 | Epoch: [85][387/553] Time 2.440 Data 0.001 Err 0.1315 top1 3.125 top5 0.781 | Epoch: [85][388/553] Time 2.454 Data 0.001 Err 0.1579 top1 3.125 top5 0.781 | Epoch: [85][389/553] Time 2.482 Data 0.001 Err 0.2941 top1 7.031 top5 2.344 | Epoch: [85][390/553] Time 2.445 Data 0.001 Err 0.2047 top1 5.469 top5 2.344 | Epoch: [85][391/553] Time 2.449 Data 0.001 Err 0.2962 top1 8.594 top5 3.125 | Epoch: [85][392/553] Time 2.449 Data 0.001 Err 0.2294 top1 7.031 top5 1.562 | Epoch: [85][393/553] Time 2.437 Data 0.001 Err 0.2569 top1 7.031 top5 2.344 | Epoch: [85][394/553] Time 2.469 Data 0.005 Err 0.2573 top1 4.688 top5 3.125 | Epoch: [85][395/553] Time 2.489 Data 0.001 Err 0.2101 top1 3.906 top5 1.562 | Epoch: [85][396/553] Time 2.451 Data 0.001 Err 0.3426 top1 8.594 top5 2.344 | Epoch: [85][397/553] Time 2.433 Data 0.001 Err 0.2938 top1 5.469 top5 3.906 | Epoch: [85][398/553] Time 2.446 Data 0.001 Err 0.3807 top1 10.938 top5 4.688 | Epoch: [85][399/553] Time 2.440 Data 0.001 Err 0.1382 top1 3.125 top5 0.781 | Epoch: [85][400/553] Time 2.464 Data 0.001 Err 0.3065 top1 8.594 top5 3.906 | Epoch: [85][401/553] Time 2.435 Data 0.001 Err 0.2894 top1 7.812 top5 2.344 | Epoch: [85][402/553] Time 2.486 Data 0.001 Err 0.1374 top1 3.125 top5 0.000 | Epoch: [85][403/553] Time 2.435 Data 0.001 Err 0.2973 top1 5.469 top5 4.688 | Epoch: [85][404/553] Time 2.440 Data 0.001 Err 0.3008 top1 6.250 top5 3.125 | Epoch: [85][405/553] Time 2.474 Data 0.000 Err 0.1862 top1 6.250 top5 0.781 | Epoch: [85][406/553] Time 2.446 Data 0.001 Err 0.2521 top1 4.688 top5 3.125 | Epoch: [85][407/553] Time 2.450 Data 0.001 Err 0.3463 top1 9.375 top5 4.688 | Epoch: [85][408/553] Time 2.430 Data 0.001 Err 0.3666 top1 9.375 top5 3.906 | Epoch: [85][409/553] Time 2.486 Data 0.001 Err 0.2045 top1 7.812 top5 1.562 | Epoch: [85][410/553] Time 2.453 Data 0.001 Err 0.2989 top1 7.031 top5 2.344 | Epoch: [85][411/553] Time 2.473 Data 0.001 Err 0.2391 top1 6.250 top5 1.562 | Epoch: [85][412/553] Time 2.435 Data 0.001 Err 0.3436 top1 7.031 top5 4.688 | Epoch: [85][413/553] Time 2.503 Data 0.004 Err 0.0944 top1 1.562 top5 0.000 | Epoch: [85][414/553] Time 2.441 Data 0.001 Err 0.1666 top1 3.906 top5 0.781 | Epoch: [85][415/553] Time 2.453 Data 0.001 Err 0.2709 top1 5.469 top5 3.125 | Epoch: [85][416/553] Time 2.441 Data 0.001 Err 0.1625 top1 4.688 top5 0.781 | Epoch: [85][417/553] Time 2.486 Data 0.001 Err 0.2902 top1 7.812 top5 2.344 | Epoch: [85][418/553] Time 2.494 Data 0.001 Err 0.1822 top1 3.906 top5 1.562 | Epoch: [85][419/553] Time 2.433 Data 0.001 Err 0.1757 top1 5.469 top5 0.000 | Epoch: [85][420/553] Time 2.443 Data 0.001 Err 0.1879 top1 5.469 top5 0.781 | Epoch: [85][421/553] Time 2.476 Data 0.001 Err 0.2824 top1 7.812 top5 2.344 | Epoch: [85][422/553] Time 2.437 Data 0.001 Err 0.2252 top1 6.250 top5 1.562 | Epoch: [85][423/553] Time 2.469 Data 0.001 Err 0.2909 top1 4.688 top5 2.344 | Epoch: [85][424/553] Time 2.475 Data 0.001 Err 0.3119 top1 7.031 top5 1.562 | Epoch: [85][425/553] Time 2.446 Data 0.000 Err 0.1389 top1 3.125 top5 0.781 | Epoch: [85][426/553] Time 2.443 Data 0.001 Err 0.3074 top1 8.594 top5 2.344 | Epoch: [85][427/553] Time 2.477 Data 0.000 Err 0.1562 top1 5.469 top5 0.000 | Epoch: [85][428/553] Time 2.443 Data 0.001 Err 0.1450 top1 3.906 top5 0.781 | Epoch: [85][429/553] Time 2.437 Data 0.001 Err 0.2830 top1 8.594 top5 0.781 | Epoch: [85][430/553] Time 2.468 Data 0.001 Err 0.2446 top1 6.250 top5 1.562 | Epoch: [85][431/553] Time 2.440 Data 0.001 Err 0.1804 top1 3.906 top5 1.562 | Epoch: [85][432/553] Time 2.443 Data 0.001 Err 0.2177 top1 7.031 top5 1.562 | Epoch: [85][433/553] Time 2.457 Data 0.000 Err 0.3230 top1 7.812 top5 3.125 | Epoch: [85][434/553] Time 2.487 Data 0.001 Err 0.3326 top1 8.594 top5 2.344 | Epoch: [85][435/553] Time 2.436 Data 0.001 Err 0.2148 top1 6.250 top5 1.562 | Epoch: [85][436/553] Time 2.469 Data 0.001 Err 0.2082 top1 5.469 top5 2.344 | Epoch: [85][437/553] Time 2.446 Data 0.001 Err 0.2276 top1 6.250 top5 0.781 | Epoch: [85][438/553] Time 2.461 Data 0.001 Err 0.1516 top1 3.906 top5 0.000 | Epoch: [85][439/553] Time 2.459 Data 0.001 Err 0.2592 top1 6.250 top5 3.906 | Epoch: [85][440/553] Time 2.466 Data 0.001 Err 0.2357 top1 6.250 top5 1.562 | Epoch: [85][441/553] Time 2.440 Data 0.001 Err 0.1706 top1 5.469 top5 0.781 | Epoch: [85][442/553] Time 2.435 Data 0.001 Err 0.2192 top1 5.469 top5 2.344 | Epoch: [85][443/553] Time 2.479 Data 0.001 Err 0.2257 top1 4.688 top5 1.562 | Epoch: [85][444/553] Time 2.474 Data 0.000 Err 0.3092 top1 7.031 top5 3.125 | Epoch: [85][445/553] Time 2.462 Data 0.001 Err 0.2459 top1 7.031 top5 1.562 | Epoch: [85][446/553] Time 2.452 Data 0.001 Err 0.3141 top1 7.031 top5 3.125 | Epoch: [85][447/553] Time 2.475 Data 0.001 Err 0.2535 top1 7.031 top5 3.906 | Epoch: [85][448/553] Time 2.468 Data 0.001 Err 0.1401 top1 3.906 top5 0.781 | Epoch: [85][449/553] Time 2.472 Data 0.001 Err 0.1534 top1 4.688 top5 0.000 | Epoch: [85][450/553] Time 2.436 Data 0.001 Err 0.2738 top1 7.812 top5 2.344 | Epoch: [85][451/553] Time 2.439 Data 0.001 Err 0.1417 top1 4.688 top5 0.000 | Epoch: [85][452/553] Time 2.464 Data 0.001 Err 0.3580 top1 7.812 top5 3.125 | Epoch: [85][453/553] Time 2.462 Data 0.001 Err 0.1624 top1 3.906 top5 1.562 | Epoch: [85][454/553] Time 2.470 Data 0.001 Err 0.1859 top1 7.031 top5 1.562 | Epoch: [85][455/553] Time 2.472 Data 0.001 Err 0.2094 top1 5.469 top5 2.344 | Epoch: [85][456/553] Time 2.435 Data 0.000 Err 0.3927 top1 7.031 top5 7.031 | Epoch: [85][457/553] Time 2.470 Data 0.001 Err 0.2695 top1 6.250 top5 2.344 | Epoch: [85][458/553] Time 2.439 Data 0.001 Err 0.4135 top1 10.938 top5 3.125 | Epoch: [85][459/553] Time 2.451 Data 0.001 Err 0.3530 top1 9.375 top5 3.906 | Epoch: [85][460/553] Time 2.444 Data 0.001 Err 0.1553 top1 3.906 top5 0.781 | Epoch: [85][461/553] Time 2.520 Data 0.001 Err 0.1604 top1 4.688 top5 0.000 | Epoch: [85][462/553] Time 2.476 Data 0.001 Err 0.1944 top1 7.031 top5 0.000 | Epoch: [85][463/553] Time 2.439 Data 0.001 Err 0.2932 top1 6.250 top5 2.344 | Epoch: [85][464/553] Time 2.455 Data 0.001 Err 0.2600 top1 6.250 top5 0.781 | Epoch: [85][465/553] Time 2.459 Data 0.000 Err 0.2560 top1 7.812 top5 3.125 | Epoch: [85][466/553] Time 2.487 Data 0.001 Err 0.4354 top1 9.375 top5 3.125 | Epoch: [85][467/553] Time 2.464 Data 0.001 Err 0.1377 top1 3.125 top5 0.781 | Epoch: [85][468/553] Time 2.439 Data 0.000 Err 0.2442 top1 6.250 top5 2.344 | Epoch: [85][469/553] Time 2.490 Data 0.001 Err 0.2552 top1 4.688 top5 2.344 | Epoch: [85][470/553] Time 2.438 Data 0.002 Err 0.4402 top1 9.375 top5 3.906 | Epoch: [85][471/553] Time 2.478 Data 0.001 Err 0.2527 top1 5.469 top5 2.344 | Epoch: [85][472/553] Time 2.441 Data 0.000 Err 0.1859 top1 5.469 top5 1.562 | Epoch: [85][473/553] Time 2.446 Data 0.001 Err 0.3637 top1 9.375 top5 5.469 | Epoch: [85][474/553] Time 2.467 Data 0.001 Err 0.2684 top1 7.031 top5 1.562 | Epoch: [85][475/553] Time 2.492 Data 0.001 Err 0.2449 top1 7.031 top5 2.344 | Epoch: [85][476/553] Time 2.474 Data 0.001 Err 0.3431 top1 7.812 top5 2.344 | Epoch: [85][477/553] Time 2.445 Data 0.001 Err 0.2556 top1 6.250 top5 2.344 | Epoch: [85][478/553] Time 2.467 Data 0.001 Err 0.1716 top1 4.688 top5 1.562 | Epoch: [85][479/553] Time 2.441 Data 0.001 Err 0.3665 top1 12.500 top5 1.562 | Epoch: [85][480/553] Time 2.442 Data 0.001 Err 0.1315 top1 4.688 top5 0.781 | Epoch: [85][481/553] Time 2.433 Data 0.000 Err 0.0923 top1 1.562 top5 0.781 | Epoch: [85][482/553] Time 2.457 Data 0.001 Err 0.1007 top1 2.344 top5 0.781 | Epoch: [85][483/553] Time 2.454 Data 0.001 Err 0.1577 top1 2.344 top5 0.000 | Epoch: [85][484/553] Time 2.435 Data 0.000 Err 0.1717 top1 5.469 top5 0.781 | Epoch: [85][485/553] Time 2.459 Data 0.001 Err 0.2142 top1 7.031 top5 1.562 | Epoch: [85][486/553] Time 2.436 Data 0.001 Err 0.1821 top1 3.125 top5 0.781 | Epoch: [85][487/553] Time 2.448 Data 0.001 Err 0.3808 top1 8.594 top5 3.125 | Epoch: [85][488/553] Time 2.433 Data 0.001 Err 0.1686 top1 4.688 top5 0.781 | Epoch: [85][489/553] Time 2.476 Data 0.001 Err 0.2532 top1 6.250 top5 2.344 | Epoch: [85][490/553] Time 2.445 Data 0.001 Err 0.2558 top1 7.031 top5 3.125 | Epoch: [85][491/553] Time 2.471 Data 0.001 Err 0.1963 top1 4.688 top5 0.781 | Epoch: [85][492/553] Time 2.448 Data 0.000 Err 0.2560 top1 5.469 top5 2.344 | Epoch: [85][493/553] Time 2.448 Data 0.001 Err 0.5108 top1 10.938 top5 7.031 | Epoch: [85][494/553] Time 2.512 Data 0.001 Err 0.2387 top1 5.469 top5 2.344 | Epoch: [85][495/553] Time 2.437 Data 0.001 Err 0.2771 top1 8.594 top5 2.344 | Epoch: [85][496/553] Time 2.448 Data 0.001 Err 0.4116 top1 10.156 top5 3.125 | Epoch: [85][497/553] Time 2.444 Data 0.001 Err 0.1512 top1 6.250 top5 0.781 | Epoch: [85][498/553] Time 2.438 Data 0.001 Err 0.3082 top1 7.812 top5 1.562 | Epoch: [85][499/553] Time 2.512 Data 0.001 Err 0.2552 top1 5.469 top5 1.562 | Epoch: [85][500/553] Time 2.457 Data 0.000 Err 0.1677 top1 3.906 top5 0.000 | Epoch: [85][501/553] Time 2.525 Data 0.001 Err 0.3614 top1 7.031 top5 4.688 | Epoch: [85][502/553] Time 2.453 Data 0.001 Err 0.2735 top1 5.469 top5 1.562 | Epoch: [85][503/553] Time 2.447 Data 0.001 Err 0.2453 top1 6.250 top5 1.562 | Epoch: [85][504/553] Time 2.521 Data 0.001 Err 0.2959 top1 7.031 top5 3.125 | Epoch: [85][505/553] Time 2.442 Data 0.001 Err 0.2702 top1 9.375 top5 3.906 | Epoch: [85][506/553] Time 2.446 Data 0.001 Err 0.2475 top1 7.812 top5 3.125 | Epoch: [85][507/553] Time 2.438 Data 0.001 Err 0.2809 top1 9.375 top5 1.562 | Epoch: [85][508/553] Time 2.443 Data 0.001 Err 0.1820 top1 3.906 top5 1.562 | Epoch: [85][509/553] Time 2.453 Data 0.001 Err 0.0971 top1 2.344 top5 0.000 | Epoch: [85][510/553] Time 2.433 Data 0.001 Err 0.2694 top1 7.031 top5 1.562 | Epoch: [85][511/553] Time 2.439 Data 0.001 Err 0.2494 top1 7.812 top5 1.562 | Epoch: [85][512/553] Time 2.445 Data 0.001 Err 0.1863 top1 5.469 top5 1.562 | Epoch: [85][513/553] Time 2.488 Data 0.001 Err 0.1494 top1 4.688 top5 0.781 | Epoch: [85][514/553] Time 2.458 Data 0.001 Err 0.1337 top1 3.906 top5 0.781 | Epoch: [85][515/553] Time 2.475 Data 0.001 Err 0.3703 top1 10.156 top5 3.125 | Epoch: [85][516/553] Time 2.450 Data 0.001 Err 0.1881 top1 4.688 top5 1.562 | Epoch: [85][517/553] Time 2.440 Data 0.001 Err 0.2239 top1 7.031 top5 1.562 | Epoch: [85][518/553] Time 2.445 Data 0.001 Err 0.2970 top1 8.594 top5 1.562 | Epoch: [85][519/553] Time 2.458 Data 0.001 Err 0.2995 top1 10.156 top5 2.344 | Epoch: [85][520/553] Time 2.447 Data 0.000 Err 0.3649 top1 10.938 top5 2.344 | Epoch: [85][521/553] Time 2.446 Data 0.001 Err 0.1253 top1 3.125 top5 0.000 | Epoch: [85][522/553] Time 2.436 Data 0.001 Err 0.2480 top1 8.594 top5 0.000 | Epoch: [85][523/553] Time 2.516 Data 0.001 Err 0.2416 top1 6.250 top5 2.344 | Epoch: [85][524/553] Time 2.443 Data 0.000 Err 0.2433 top1 7.031 top5 1.562 | Epoch: [85][525/553] Time 2.440 Data 0.001 Err 0.1820 top1 3.906 top5 0.781 | Epoch: [85][526/553] Time 2.474 Data 0.001 Err 0.2856 top1 8.594 top5 2.344 | Epoch: [85][527/553] Time 2.442 Data 0.005 Err 0.2266 top1 6.250 top5 0.000 | Epoch: [85][528/553] Time 2.485 Data 0.001 Err 0.1854 top1 4.688 top5 1.562 | Epoch: [85][529/553] Time 2.453 Data 0.001 Err 0.3089 top1 7.812 top5 3.906 | Epoch: [85][530/553] Time 2.466 Data 0.001 Err 0.2367 top1 3.906 top5 3.906 | Epoch: [85][531/553] Time 2.443 Data 0.001 Err 0.2432 top1 5.469 top5 1.562 | Epoch: [85][532/553] Time 2.439 Data 0.001 Err 0.2475 top1 7.031 top5 3.125 | Epoch: [85][533/553] Time 2.437 Data 0.001 Err 0.2062 top1 4.688 top5 2.344 | Epoch: [85][534/553] Time 2.501 Data 0.001 Err 0.1875 top1 5.469 top5 0.000 | Epoch: [85][535/553] Time 2.452 Data 0.001 Err 0.2803 top1 7.812 top5 3.125 | Epoch: [85][536/553] Time 2.438 Data 0.001 Err 0.1710 top1 5.469 top5 0.000 | Epoch: [85][537/553] Time 2.446 Data 0.001 Err 0.2424 top1 7.812 top5 1.562 | Epoch: [85][538/553] Time 2.437 Data 0.001 Err 0.2282 top1 5.469 top5 0.781 | Epoch: [85][539/553] Time 2.434 Data 0.001 Err 0.1993 top1 4.688 top5 1.562 | Epoch: [85][540/553] Time 2.441 Data 0.001 Err 0.2461 top1 5.469 top5 2.344 | Epoch: [85][541/553] Time 2.481 Data 0.001 Err 0.2229 top1 7.812 top5 1.562 | Epoch: [85][542/553] Time 2.448 Data 0.001 Err 0.2528 top1 7.031 top5 2.344 | Epoch: [85][543/553] Time 2.474 Data 0.000 Err 0.2193 top1 4.688 top5 0.781 | Epoch: [85][544/553] Time 2.451 Data 0.000 Err 0.3170 top1 9.375 top5 2.344 | Epoch: [85][545/553] Time 2.432 Data 0.000 Err 0.3301 top1 9.375 top5 3.125 | Epoch: [85][546/553] Time 2.439 Data 0.000 Err 0.1218 top1 3.125 top5 0.781 | Epoch: [85][547/553] Time 2.441 Data 0.000 Err 0.2807 top1 6.250 top5 2.344 | Epoch: [85][548/553] Time 2.438 Data 0.000 Err 0.2279 top1 7.031 top5 1.562 | Epoch: [85][549/553] Time 2.439 Data 0.000 Err 0.3162 top1 8.594 top5 3.125 | Epoch: [85][550/553] Time 2.446 Data 0.000 Err 0.1973 top1 5.469 top5 2.344 | Epoch: [85][551/553] Time 2.444 Data 0.000 Err 0.2772 top1 6.250 top5 1.562 | Epoch: [85][552/553] Time 2.475 Data 0.001 Err 0.1692 top1 3.906 top5 0.000 | Epoch: [85][553/553] Time 1.024 Data 0.000 Err 0.1454 top1 6.818 top5 0.000 | Test: [85][1/198] Time 2.191 Data 1.472 top1 10.156 ( 10.156) top5 3.906 ( 3.906) | Test: [85][2/198] Time 0.749 Data 0.001 top1 13.281 ( 11.719) top5 2.344 ( 3.125) | Test: [85][3/198] Time 0.715 Data 0.000 top1 14.844 ( 12.760) top5 1.562 ( 2.604) | Test: [85][4/198] Time 0.732 Data 0.001 top1 14.844 ( 13.281) top5 4.688 ( 3.125) | Test: [85][5/198] Time 0.714 Data 0.001 top1 11.719 ( 12.969) top5 3.906 ( 3.281) | Test: [85][6/198] Time 0.717 Data 0.001 top1 20.312 ( 14.193) top5 4.688 ( 3.516) | Test: [85][7/198] Time 0.713 Data 0.001 top1 15.625 ( 14.397) top5 0.781 ( 3.125) | Test: [85][8/198] Time 0.725 Data 0.001 top1 13.281 ( 14.258) top5 5.469 ( 3.418) | Test: [85][9/198] Time 0.718 Data 0.000 top1 10.938 ( 13.889) top5 2.344 ( 3.299) | Test: [85][10/198] Time 0.729 Data 0.001 top1 4.688 ( 12.969) top5 0.781 ( 3.047) | Test: [85][11/198] Time 0.738 Data 0.001 top1 8.594 ( 12.571) top5 0.781 ( 2.841) | Test: [85][12/198] Time 0.730 Data 0.001 top1 9.375 ( 12.305) top5 0.000 ( 2.604) | Test: [85][13/198] Time 0.723 Data 0.001 top1 15.625 ( 12.560) top5 3.125 ( 2.644) | Test: [85][14/198] Time 0.724 Data 0.001 top1 13.281 ( 12.612) top5 3.125 ( 2.679) | Test: [85][15/198] Time 0.724 Data 0.001 top1 9.375 ( 12.396) top5 2.344 ( 2.656) | Test: [85][16/198] Time 0.725 Data 0.001 top1 13.281 ( 12.451) top5 2.344 ( 2.637) | Test: [85][17/198] Time 0.715 Data 0.001 top1 16.406 ( 12.684) top5 0.781 ( 2.528) | Test: [85][18/198] Time 0.723 Data 0.001 top1 10.156 ( 12.543) top5 2.344 ( 2.517) | Test: [85][19/198] Time 0.718 Data 0.001 top1 13.281 ( 12.582) top5 2.344 ( 2.508) | Test: [85][20/198] Time 0.718 Data 0.001 top1 14.844 ( 12.695) top5 3.125 ( 2.539) | Test: [85][21/198] Time 0.722 Data 0.001 top1 15.625 ( 12.835) top5 2.344 ( 2.530) | Test: [85][22/198] Time 0.720 Data 0.001 top1 8.594 ( 12.642) top5 1.562 ( 2.486) | Test: [85][23/198] Time 0.754 Data 0.001 top1 10.938 ( 12.568) top5 3.906 ( 2.548) | Test: [85][24/198] Time 0.719 Data 0.001 top1 17.188 ( 12.760) top5 3.125 ( 2.572) | Test: [85][25/198] Time 0.729 Data 0.001 top1 18.750 ( 13.000) top5 6.250 ( 2.719) | Test: [85][26/198] Time 0.716 Data 0.001 top1 7.812 ( 12.800) top5 0.000 ( 2.614) | Test: [85][27/198] Time 0.721 Data 0.003 top1 7.812 ( 12.616) top5 0.781 ( 2.546) | Test: [85][28/198] Time 0.720 Data 0.001 top1 12.500 ( 12.612) top5 0.781 ( 2.483) | Test: [85][29/198] Time 0.728 Data 0.001 top1 10.938 ( 12.554) top5 0.781 ( 2.425) | Test: [85][30/198] Time 0.740 Data 0.001 top1 10.938 ( 12.500) top5 3.125 ( 2.448) | Test: [85][31/198] Time 0.721 Data 0.001 top1 10.938 ( 12.450) top5 3.125 ( 2.470) | Test: [85][32/198] Time 0.730 Data 0.001 top1 18.750 ( 12.646) top5 7.031 ( 2.612) | Test: [85][33/198] Time 0.731 Data 0.001 top1 16.406 ( 12.760) top5 3.125 ( 2.628) | Test: [85][34/198] Time 0.720 Data 0.001 top1 15.625 ( 12.845) top5 2.344 ( 2.619) | Test: [85][35/198] Time 0.718 Data 0.001 top1 16.406 ( 12.946) top5 1.562 ( 2.589) | Test: [85][36/198] Time 0.713 Data 0.001 top1 12.500 ( 12.934) top5 3.125 ( 2.604) | Test: [85][37/198] Time 0.718 Data 0.001 top1 10.938 ( 12.880) top5 0.781 ( 2.555) | Test: [85][38/198] Time 0.713 Data 0.001 top1 10.156 ( 12.808) top5 1.562 ( 2.529) | Test: [85][39/198] Time 0.717 Data 0.001 top1 14.844 ( 12.861) top5 2.344 ( 2.524) | Test: [85][40/198] Time 0.727 Data 0.001 top1 10.938 ( 12.812) top5 1.562 ( 2.500) | Test: [85][41/198] Time 0.716 Data 0.001 top1 15.625 ( 12.881) top5 2.344 ( 2.496) | Test: [85][42/198] Time 0.727 Data 0.001 top1 10.156 ( 12.816) top5 3.125 ( 2.511) | Test: [85][43/198] Time 0.722 Data 0.001 top1 17.188 ( 12.918) top5 2.344 ( 2.507) | Test: [85][44/198] Time 0.727 Data 0.001 top1 15.625 ( 12.979) top5 2.344 ( 2.504) | Test: [85][45/198] Time 0.722 Data 0.001 top1 10.156 ( 12.917) top5 3.125 ( 2.517) | Test: [85][46/198] Time 0.734 Data 0.000 top1 14.844 ( 12.959) top5 0.781 ( 2.480) | Test: [85][47/198] Time 0.732 Data 0.001 top1 17.188 ( 13.049) top5 5.469 ( 2.543) | Test: [85][48/198] Time 0.717 Data 0.001 top1 10.156 ( 12.988) top5 3.906 ( 2.572) | Test: [85][49/198] Time 0.720 Data 0.001 top1 14.062 ( 13.010) top5 3.125 ( 2.583) | Test: [85][50/198] Time 0.723 Data 0.001 top1 9.375 ( 12.938) top5 0.781 ( 2.547) | Test: [85][51/198] Time 0.726 Data 0.001 top1 10.938 ( 12.898) top5 2.344 ( 2.543) | Test: [85][52/198] Time 0.722 Data 0.001 top1 13.281 ( 12.906) top5 2.344 ( 2.539) | Test: [85][53/198] Time 0.727 Data 0.003 top1 8.594 ( 12.824) top5 0.000 ( 2.491) | Test: [85][54/198] Time 0.725 Data 0.001 top1 10.938 ( 12.789) top5 3.125 ( 2.503) | Test: [85][55/198] Time 0.727 Data 0.002 top1 11.719 ( 12.770) top5 4.688 ( 2.543) | Test: [85][56/198] Time 0.714 Data 0.001 top1 12.500 ( 12.765) top5 4.688 ( 2.581) | Test: [85][57/198] Time 0.720 Data 0.001 top1 16.406 ( 12.829) top5 2.344 ( 2.577) | Test: [85][58/198] Time 0.721 Data 0.001 top1 14.062 ( 12.850) top5 3.906 ( 2.600) | Test: [85][59/198] Time 0.715 Data 0.001 top1 14.844 ( 12.884) top5 1.562 ( 2.582) | Test: [85][60/198] Time 0.721 Data 0.001 top1 9.375 ( 12.826) top5 1.562 ( 2.565) | Test: [85][61/198] Time 0.716 Data 0.001 top1 9.375 ( 12.769) top5 2.344 ( 2.561) | Test: [85][62/198] Time 0.718 Data 0.001 top1 15.625 ( 12.815) top5 2.344 ( 2.558) | Test: [85][63/198] Time 0.716 Data 0.001 top1 6.250 ( 12.711) top5 1.562 ( 2.542) | Test: [85][64/198] Time 0.719 Data 0.001 top1 12.500 ( 12.708) top5 0.781 ( 2.515) | Test: [85][65/198] Time 0.717 Data 0.001 top1 14.062 ( 12.728) top5 1.562 ( 2.500) | Test: [85][66/198] Time 0.717 Data 0.000 top1 7.812 ( 12.654) top5 2.344 ( 2.498) | Test: [85][67/198] Time 0.728 Data 0.001 top1 9.375 ( 12.605) top5 1.562 ( 2.484) | Test: [85][68/198] Time 0.722 Data 0.001 top1 12.500 ( 12.603) top5 3.125 ( 2.493) | Test: [85][69/198] Time 0.725 Data 0.001 top1 14.062 ( 12.625) top5 3.125 ( 2.502) | Test: [85][70/198] Time 0.732 Data 0.004 top1 13.281 ( 12.634) top5 3.906 ( 2.522) | Test: [85][71/198] Time 0.722 Data 0.001 top1 10.156 ( 12.599) top5 0.781 ( 2.498) | Test: [85][72/198] Time 0.714 Data 0.001 top1 10.938 ( 12.576) top5 1.562 ( 2.485) | Test: [85][73/198] Time 0.722 Data 0.001 top1 15.625 ( 12.618) top5 2.344 ( 2.483) | Test: [85][74/198] Time 0.719 Data 0.002 top1 13.281 ( 12.627) top5 1.562 ( 2.470) | Test: [85][75/198] Time 0.728 Data 0.002 top1 10.938 ( 12.604) top5 1.562 ( 2.458) | Test: [85][76/198] Time 0.800 Data 0.001 top1 14.844 ( 12.634) top5 4.688 ( 2.488) | Test: [85][77/198] Time 0.731 Data 0.002 top1 12.500 ( 12.632) top5 1.562 ( 2.476) | Test: [85][78/198] Time 0.731 Data 0.001 top1 5.469 ( 12.540) top5 0.781 ( 2.454) | Test: [85][79/198] Time 0.813 Data 0.001 top1 11.719 ( 12.530) top5 3.906 ( 2.472) | Test: [85][80/198] Time 0.735 Data 0.001 top1 12.500 ( 12.529) top5 2.344 ( 2.471) | Test: [85][81/198] Time 0.762 Data 0.001 top1 7.812 ( 12.471) top5 1.562 ( 2.459) | Test: [85][82/198] Time 0.722 Data 0.001 top1 13.281 ( 12.481) top5 0.000 ( 2.429) | Test: [85][83/198] Time 0.717 Data 0.001 top1 15.625 ( 12.519) top5 2.344 ( 2.428) | Test: [85][84/198] Time 0.722 Data 0.001 top1 10.938 ( 12.500) top5 4.688 ( 2.455) | Test: [85][85/198] Time 0.721 Data 0.001 top1 13.281 ( 12.509) top5 0.781 ( 2.436) | Test: [85][86/198] Time 0.717 Data 0.001 top1 14.062 ( 12.527) top5 3.906 ( 2.453) | Test: [85][87/198] Time 0.718 Data 0.001 top1 10.938 ( 12.509) top5 0.781 ( 2.434) | Test: [85][88/198] Time 0.733 Data 0.001 top1 10.156 ( 12.482) top5 2.344 ( 2.433) | Test: [85][89/198] Time 0.716 Data 0.001 top1 11.719 ( 12.474) top5 3.125 ( 2.440) | Test: [85][90/198] Time 0.737 Data 0.001 top1 12.500 ( 12.474) top5 3.125 ( 2.448) | Test: [85][91/198] Time 0.727 Data 0.001 top1 7.812 ( 12.423) top5 2.344 ( 2.447) | Test: [85][92/198] Time 0.717 Data 0.001 top1 10.938 ( 12.407) top5 2.344 ( 2.446) | Test: [85][93/198] Time 0.720 Data 0.001 top1 14.844 ( 12.433) top5 4.688 ( 2.470) | Test: [85][94/198] Time 0.719 Data 0.001 top1 17.969 ( 12.492) top5 2.344 ( 2.468) | Test: [85][95/198] Time 0.721 Data 0.001 top1 14.062 ( 12.508) top5 2.344 ( 2.467) | Test: [85][96/198] Time 0.718 Data 0.001 top1 14.844 ( 12.533) top5 4.688 ( 2.490) | Test: [85][97/198] Time 0.716 Data 0.001 top1 14.062 ( 12.548) top5 2.344 ( 2.489) | Test: [85][98/198] Time 0.725 Data 0.001 top1 10.938 ( 12.532) top5 1.562 ( 2.479) | Test: [85][99/198] Time 0.726 Data 0.001 top1 15.625 ( 12.563) top5 1.562 ( 2.470) | Test: [85][100/198] Time 0.721 Data 0.001 top1 14.844 ( 12.586) top5 5.469 ( 2.500) | Test: [85][101/198] Time 0.717 Data 0.001 top1 15.625 ( 12.616) top5 0.781 ( 2.483) | Test: [85][102/198] Time 0.723 Data 0.001 top1 12.500 ( 12.615) top5 3.906 ( 2.497) | Test: [85][103/198] Time 0.718 Data 0.001 top1 14.844 ( 12.637) top5 2.344 ( 2.495) | Test: [85][104/198] Time 0.727 Data 0.001 top1 14.062 ( 12.650) top5 3.125 ( 2.502) | Test: [85][105/198] Time 0.718 Data 0.001 top1 12.500 ( 12.649) top5 1.562 ( 2.493) | Test: [85][106/198] Time 0.727 Data 0.001 top1 10.938 ( 12.633) top5 4.688 ( 2.513) | Test: [85][107/198] Time 0.725 Data 0.001 top1 10.938 ( 12.617) top5 3.125 ( 2.519) | Test: [85][108/198] Time 0.730 Data 0.001 top1 10.938 ( 12.601) top5 0.781 ( 2.503) | Test: [85][109/198] Time 0.728 Data 0.004 top1 14.844 ( 12.622) top5 3.906 ( 2.516) | Test: [85][110/198] Time 0.722 Data 0.001 top1 10.938 ( 12.607) top5 0.781 ( 2.500) | Test: [85][111/198] Time 0.718 Data 0.001 top1 17.188 ( 12.648) top5 2.344 ( 2.499) | Test: [85][112/198] Time 0.723 Data 0.001 top1 10.938 ( 12.633) top5 1.562 ( 2.490) | Test: [85][113/198] Time 0.714 Data 0.001 top1 9.375 ( 12.604) top5 0.000 ( 2.468) | Test: [85][114/198] Time 0.723 Data 0.001 top1 6.250 ( 12.548) top5 2.344 ( 2.467) | Test: [85][115/198] Time 0.715 Data 0.001 top1 14.062 ( 12.561) top5 3.125 ( 2.473) | Test: [85][116/198] Time 0.719 Data 0.001 top1 10.156 ( 12.540) top5 3.906 ( 2.485) | Test: [85][117/198] Time 0.717 Data 0.001 top1 8.594 ( 12.507) top5 0.000 ( 2.464) | Test: [85][118/198] Time 0.715 Data 0.001 top1 11.719 ( 12.500) top5 3.125 ( 2.470) | Test: [85][119/198] Time 0.717 Data 0.001 top1 8.594 ( 12.467) top5 1.562 ( 2.462) | Test: [85][120/198] Time 0.716 Data 0.001 top1 10.938 ( 12.454) top5 3.906 ( 2.474) | Test: [85][121/198] Time 0.720 Data 0.001 top1 14.844 ( 12.474) top5 2.344 ( 2.473) | Test: [85][122/198] Time 0.713 Data 0.000 top1 10.938 ( 12.462) top5 1.562 ( 2.465) | Test: [85][123/198] Time 0.720 Data 0.001 top1 7.812 ( 12.424) top5 0.781 ( 2.452) | Test: [85][124/198] Time 0.731 Data 0.001 top1 11.719 ( 12.418) top5 1.562 ( 2.445) | Test: [85][125/198] Time 0.719 Data 0.001 top1 14.062 ( 12.431) top5 4.688 ( 2.462) | Test: [85][126/198] Time 0.724 Data 0.001 top1 7.812 ( 12.395) top5 2.344 ( 2.462) | Test: [85][127/198] Time 0.760 Data 0.001 top1 11.719 ( 12.389) top5 3.125 ( 2.467) | Test: [85][128/198] Time 0.733 Data 0.001 top1 14.062 ( 12.402) top5 2.344 ( 2.466) | Test: [85][129/198] Time 0.721 Data 0.001 top1 15.625 ( 12.427) top5 6.250 ( 2.495) | Test: [85][130/198] Time 0.722 Data 0.001 top1 8.594 ( 12.398) top5 1.562 ( 2.488) | Test: [85][131/198] Time 0.720 Data 0.001 top1 10.938 ( 12.387) top5 2.344 ( 2.487) | Test: [85][132/198] Time 0.722 Data 0.001 top1 12.500 ( 12.388) top5 5.469 ( 2.509) | Test: [85][133/198] Time 0.726 Data 0.001 top1 9.375 ( 12.365) top5 2.344 ( 2.508) | Test: [85][134/198] Time 0.730 Data 0.001 top1 14.062 ( 12.378) top5 5.469 ( 2.530) | Test: [85][135/198] Time 0.808 Data 0.003 top1 11.719 ( 12.373) top5 0.781 ( 2.517) | Test: [85][136/198] Time 0.801 Data 0.001 top1 15.625 ( 12.397) top5 2.344 ( 2.516) | Test: [85][137/198] Time 0.738 Data 0.003 top1 13.281 ( 12.403) top5 3.125 ( 2.521) | Test: [85][138/198] Time 0.762 Data 0.004 top1 11.719 ( 12.398) top5 1.562 ( 2.514) | Test: [85][139/198] Time 0.739 Data 0.001 top1 10.156 ( 12.382) top5 3.906 ( 2.524) | Test: [85][140/198] Time 0.729 Data 0.001 top1 17.969 ( 12.422) top5 2.344 ( 2.522) | Test: [85][141/198] Time 0.724 Data 0.001 top1 14.062 ( 12.434) top5 3.125 ( 2.527) | Test: [85][142/198] Time 0.720 Data 0.001 top1 10.938 ( 12.423) top5 3.125 ( 2.531) | Test: [85][143/198] Time 0.723 Data 0.001 top1 11.719 ( 12.418) top5 2.344 ( 2.530) | Test: [85][144/198] Time 0.719 Data 0.001 top1 9.375 ( 12.397) top5 3.125 ( 2.534) | Test: [85][145/198] Time 0.716 Data 0.001 top1 13.281 ( 12.403) top5 3.125 ( 2.538) | Test: [85][146/198] Time 0.719 Data 0.001 top1 15.625 ( 12.425) top5 2.344 ( 2.536) | Test: [85][147/198] Time 0.721 Data 0.001 top1 16.406 ( 12.452) top5 2.344 ( 2.535) | Test: [85][148/198] Time 0.721 Data 0.001 top1 11.719 ( 12.447) top5 2.344 ( 2.534) | Test: [85][149/198] Time 0.722 Data 0.001 top1 13.281 ( 12.453) top5 3.906 ( 2.543) | Test: [85][150/198] Time 0.728 Data 0.000 top1 16.406 ( 12.479) top5 3.125 ( 2.547) | Test: [85][151/198] Time 0.722 Data 0.001 top1 15.625 ( 12.500) top5 4.688 ( 2.561) | Test: [85][152/198] Time 0.717 Data 0.001 top1 13.281 ( 12.505) top5 2.344 ( 2.560) | Test: [85][153/198] Time 0.735 Data 0.001 top1 14.062 ( 12.515) top5 0.781 ( 2.548) | Test: [85][154/198] Time 0.717 Data 0.003 top1 10.156 ( 12.500) top5 3.125 ( 2.552) | Test: [85][155/198] Time 0.726 Data 0.001 top1 4.688 ( 12.450) top5 0.781 ( 2.540) | Test: [85][156/198] Time 0.750 Data 0.001 top1 6.250 ( 12.410) top5 0.781 ( 2.529) | Test: [85][157/198] Time 0.743 Data 0.001 top1 15.625 ( 12.430) top5 5.469 ( 2.548) | Test: [85][158/198] Time 0.796 Data 0.001 top1 15.625 ( 12.451) top5 1.562 ( 2.542) | Test: [85][159/198] Time 0.770 Data 0.001 top1 8.594 ( 12.426) top5 1.562 ( 2.535) | Test: [85][160/198] Time 0.733 Data 0.001 top1 10.938 ( 12.417) top5 0.000 ( 2.520) | Test: [85][161/198] Time 0.724 Data 0.001 top1 17.969 ( 12.451) top5 1.562 ( 2.514) | Test: [85][162/198] Time 0.727 Data 0.002 top1 9.375 ( 12.432) top5 0.781 ( 2.503) | Test: [85][163/198] Time 0.789 Data 0.001 top1 10.938 ( 12.423) top5 3.906 ( 2.512) | Test: [85][164/198] Time 0.730 Data 0.001 top1 7.812 ( 12.395) top5 2.344 ( 2.510) | Test: [85][165/198] Time 0.731 Data 0.001 top1 12.500 ( 12.396) top5 2.344 ( 2.509) | Test: [85][166/198] Time 0.787 Data 0.001 top1 13.281 ( 12.401) top5 4.688 ( 2.523) | Test: [85][167/198] Time 0.721 Data 0.002 top1 14.062 ( 12.411) top5 3.906 ( 2.531) | Test: [85][168/198] Time 0.723 Data 0.001 top1 12.500 ( 12.412) top5 2.344 ( 2.530) | Test: [85][169/198] Time 0.713 Data 0.001 top1 8.594 ( 12.389) top5 2.344 ( 2.529) | Test: [85][170/198] Time 0.734 Data 0.001 top1 11.719 ( 12.385) top5 0.781 ( 2.518) | Test: [85][171/198] Time 0.715 Data 0.001 top1 16.406 ( 12.409) top5 4.688 ( 2.531) | Test: [85][172/198] Time 0.719 Data 0.001 top1 10.156 ( 12.396) top5 3.125 ( 2.535) | Test: [85][173/198] Time 0.719 Data 0.001 top1 10.938 ( 12.387) top5 3.125 ( 2.538) | Test: [85][174/198] Time 0.719 Data 0.000 top1 11.719 ( 12.383) top5 2.344 ( 2.537) | Test: [85][175/198] Time 0.726 Data 0.001 top1 10.156 ( 12.371) top5 0.781 ( 2.527) | Test: [85][176/198] Time 0.716 Data 0.001 top1 11.719 ( 12.367) top5 2.344 ( 2.526) | Test: [85][177/198] Time 0.718 Data 0.001 top1 15.625 ( 12.385) top5 0.781 ( 2.516) | Test: [85][178/198] Time 0.732 Data 0.001 top1 13.281 ( 12.390) top5 2.344 ( 2.515) | Test: [85][179/198] Time 0.720 Data 0.001 top1 11.719 ( 12.387) top5 3.125 ( 2.518) | Test: [85][180/198] Time 0.724 Data 0.001 top1 9.375 ( 12.370) top5 4.688 ( 2.530) | Test: [85][181/198] Time 0.719 Data 0.001 top1 7.031 ( 12.340) top5 1.562 ( 2.525) | Test: [85][182/198] Time 0.720 Data 0.001 top1 13.281 ( 12.345) top5 1.562 ( 2.520) | Test: [85][183/198] Time 0.717 Data 0.000 top1 12.500 ( 12.346) top5 2.344 ( 2.519) | Test: [85][184/198] Time 0.722 Data 0.001 top1 7.812 ( 12.322) top5 0.000 ( 2.505) | Test: [85][185/198] Time 0.737 Data 0.001 top1 11.719 ( 12.318) top5 1.562 ( 2.500) | Test: [85][186/198] Time 0.743 Data 0.001 top1 13.281 ( 12.324) top5 3.125 ( 2.503) | Test: [85][187/198] Time 0.798 Data 0.001 top1 8.594 ( 12.304) top5 0.781 ( 2.494) | Test: [85][188/198] Time 0.738 Data 0.001 top1 10.156 ( 12.292) top5 0.781 ( 2.485) | Test: [85][189/198] Time 0.728 Data 0.000 top1 13.281 ( 12.297) top5 1.562 ( 2.480) | Test: [85][190/198] Time 0.723 Data 0.000 top1 8.594 ( 12.278) top5 3.906 ( 2.488) | Test: [85][191/198] Time 0.774 Data 0.000 top1 9.375 ( 12.263) top5 3.906 ( 2.495) | Test: [85][192/198] Time 0.718 Data 0.000 top1 10.938 ( 12.256) top5 4.688 ( 2.507) | Test: [85][193/198] Time 0.719 Data 0.000 top1 12.500 ( 12.257) top5 3.125 ( 2.510) | Test: [85][194/198] Time 0.725 Data 0.000 top1 13.281 ( 12.262) top5 0.000 ( 2.497) | Test: [85][195/198] Time 0.746 Data 0.001 top1 14.844 ( 12.276) top5 2.344 ( 2.496) | Test: [85][196/198] Time 0.721 Data 0.000 top1 13.281 ( 12.281) top5 1.562 ( 2.491) | Test: [85][197/198] Time 0.261 Data 0.000 top1 20.588 ( 12.323) top5 2.941 ( 2.494) | Test: [85][198/198] Time 0.711 Data 0.000 top1 10.938 ( 12.316) top5 1.562 ( 2.489) * Finished epoch # 85 top1: 12.316 top5: 2.489 Epoch 86 => Training epoch # 86 | Epoch: [86][1/553] Time 5.027 Data 2.511 Err 0.2315 top1 5.469 top5 2.344 | Epoch: [86][2/553] Time 2.442 Data 0.001 Err 0.2572 top1 5.469 top5 0.781 | Epoch: [86][3/553] Time 2.438 Data 0.001 Err 0.1897 top1 4.688 top5 2.344 | Epoch: [86][4/553] Time 2.495 Data 0.001 Err 0.4558 top1 10.938 top5 4.688 | Epoch: [86][5/553] Time 2.468 Data 0.001 Err 0.3408 top1 9.375 top5 2.344 | Epoch: [86][6/553] Time 2.493 Data 0.001 Err 0.2194 top1 5.469 top5 0.781 | Epoch: [86][7/553] Time 2.445 Data 0.001 Err 0.2414 top1 7.031 top5 3.906 | Epoch: [86][8/553] Time 2.475 Data 0.001 Err 0.3264 top1 7.812 top5 4.688 | Epoch: [86][9/553] Time 2.448 Data 0.001 Err 0.2036 top1 5.469 top5 1.562 | Epoch: [86][10/553] Time 2.485 Data 0.001 Err 0.2770 top1 10.938 top5 1.562 | Epoch: [86][11/553] Time 2.438 Data 0.001 Err 0.2354 top1 7.031 top5 1.562 | Epoch: [86][12/553] Time 2.520 Data 0.001 Err 0.3429 top1 9.375 top5 3.125 | Epoch: [86][13/553] Time 2.461 Data 0.001 Err 0.3637 top1 9.375 top5 3.125 | Epoch: [86][14/553] Time 2.465 Data 0.001 Err 0.1069 top1 3.125 top5 0.000 | Epoch: [86][15/553] Time 2.500 Data 0.001 Err 0.3066 top1 6.250 top5 3.125 | Epoch: [86][16/553] Time 2.455 Data 0.001 Err 0.1963 top1 5.469 top5 1.562 | Epoch: [86][17/553] Time 2.444 Data 0.001 Err 0.1902 top1 4.688 top5 1.562 | Epoch: [86][18/553] Time 2.438 Data 0.001 Err 0.3860 top1 10.156 top5 3.125 | Epoch: [86][19/553] Time 2.439 Data 0.001 Err 0.1647 top1 5.469 top5 0.000 | Epoch: [86][20/553] Time 2.440 Data 0.001 Err 0.1427 top1 3.906 top5 0.000 | Epoch: [86][21/553] Time 2.478 Data 0.001 Err 0.2230 top1 5.469 top5 0.781 | Epoch: [86][22/553] Time 2.437 Data 0.001 Err 0.2295 top1 5.469 top5 2.344 | Epoch: [86][23/553] Time 2.481 Data 0.001 Err 0.2767 top1 7.031 top5 2.344 | Epoch: [86][24/553] Time 2.465 Data 0.001 Err 0.3096 top1 7.812 top5 2.344 | Epoch: [86][25/553] Time 2.478 Data 0.001 Err 0.2252 top1 7.812 top5 0.781 | Epoch: [86][26/553] Time 2.506 Data 0.001 Err 0.2265 top1 5.469 top5 3.125 | Epoch: [86][27/553] Time 2.435 Data 0.001 Err 0.3056 top1 10.156 top5 2.344 | Epoch: [86][28/553] Time 2.491 Data 0.001 Err 0.2111 top1 3.125 top5 2.344 | Epoch: [86][29/553] Time 2.450 Data 0.001 Err 0.3088 top1 7.031 top5 3.906 | Epoch: [86][30/553] Time 2.480 Data 0.001 Err 0.1922 top1 7.031 top5 0.781 | Epoch: [86][31/553] Time 2.459 Data 0.001 Err 0.1544 top1 2.344 top5 0.781 | Epoch: [86][32/553] Time 2.477 Data 0.001 Err 0.2586 top1 5.469 top5 1.562 | Epoch: [86][33/553] Time 2.494 Data 0.001 Err 0.2588 top1 6.250 top5 3.125 | Epoch: [86][34/553] Time 2.480 Data 0.001 Err 0.3460 top1 10.938 top5 3.125 | Epoch: [86][35/553] Time 2.473 Data 0.001 Err 0.3343 top1 10.156 top5 3.906 | Epoch: [86][36/553] Time 2.447 Data 0.003 Err 0.2676 top1 8.594 top5 0.781 | Epoch: [86][37/553] Time 2.487 Data 0.001 Err 0.1494 top1 2.344 top5 1.562 | Epoch: [86][38/553] Time 2.511 Data 0.001 Err 0.2617 top1 7.812 top5 2.344 | Epoch: [86][39/553] Time 2.480 Data 0.001 Err 0.1494 top1 3.125 top5 0.781 | Epoch: [86][40/553] Time 2.464 Data 0.001 Err 0.2145 top1 6.250 top5 2.344 | Epoch: [86][41/553] Time 2.469 Data 0.001 Err 0.2638 top1 5.469 top5 1.562 | Epoch: [86][42/553] Time 2.471 Data 0.001 Err 0.1941 top1 4.688 top5 1.562 | Epoch: [86][43/553] Time 2.444 Data 0.001 Err 0.2053 top1 7.031 top5 0.000 | Epoch: [86][44/553] Time 2.447 Data 0.001 Err 0.2357 top1 6.250 top5 2.344 | Epoch: [86][45/553] Time 2.431 Data 0.001 Err 0.2705 top1 7.812 top5 1.562 | Epoch: [86][46/553] Time 2.441 Data 0.001 Err 0.3892 top1 10.938 top5 3.125 | Epoch: [86][47/553] Time 2.448 Data 0.001 Err 0.2807 top1 6.250 top5 1.562 | Epoch: [86][48/553] Time 2.460 Data 0.001 Err 0.2586 top1 4.688 top5 0.781 | Epoch: [86][49/553] Time 2.442 Data 0.000 Err 0.3540 top1 8.594 top5 3.125 | Epoch: [86][50/553] Time 2.460 Data 0.001 Err 0.2501 top1 7.031 top5 1.562 | Epoch: [86][51/553] Time 2.450 Data 0.001 Err 0.2538 top1 6.250 top5 0.781 | Epoch: [86][52/553] Time 2.469 Data 0.001 Err 0.2803 top1 8.594 top5 0.781 | Epoch: [86][53/553] Time 2.457 Data 0.001 Err 0.1997 top1 7.031 top5 0.000 | Epoch: [86][54/553] Time 2.475 Data 0.001 Err 0.1636 top1 3.906 top5 2.344 | Epoch: [86][55/553] Time 2.478 Data 0.001 Err 0.1596 top1 6.250 top5 0.781 | Epoch: [86][56/553] Time 2.451 Data 0.001 Err 0.1699 top1 3.906 top5 0.781 | Epoch: [86][57/553] Time 2.514 Data 0.003 Err 0.3779 top1 10.156 top5 3.125 | Epoch: [86][58/553] Time 2.466 Data 0.001 Err 0.3117 top1 7.031 top5 3.125 | Epoch: [86][59/553] Time 2.513 Data 0.001 Err 0.2247 top1 6.250 top5 2.344 | Epoch: [86][60/553] Time 2.471 Data 0.001 Err 0.3082 top1 5.469 top5 3.906 | Epoch: [86][61/553] Time 2.476 Data 0.001 Err 0.1860 top1 3.906 top5 1.562 | Epoch: [86][62/553] Time 2.446 Data 0.001 Err 0.1918 top1 5.469 top5 0.781 | Epoch: [86][63/553] Time 2.452 Data 0.001 Err 0.2937 top1 7.812 top5 3.906 | Epoch: [86][64/553] Time 2.446 Data 0.001 Err 0.1293 top1 4.688 top5 0.000 | Epoch: [86][65/553] Time 2.480 Data 0.001 Err 0.2484 top1 7.031 top5 2.344 | Epoch: [86][66/553] Time 2.468 Data 0.001 Err 0.2892 top1 10.156 top5 0.000 | Epoch: [86][67/553] Time 2.461 Data 0.001 Err 0.3335 top1 10.156 top5 2.344 | Epoch: [86][68/553] Time 2.458 Data 0.001 Err 0.2207 top1 5.469 top5 2.344 | Epoch: [86][69/553] Time 2.444 Data 0.000 Err 0.2882 top1 6.250 top5 2.344 | Epoch: [86][70/553] Time 2.490 Data 0.001 Err 0.1969 top1 5.469 top5 0.000 | Epoch: [86][71/553] Time 2.455 Data 0.000 Err 0.2810 top1 6.250 top5 1.562 | Epoch: [86][72/553] Time 2.516 Data 0.001 Err 0.2482 top1 6.250 top5 3.906 | Epoch: [86][73/553] Time 2.451 Data 0.001 Err 0.3598 top1 7.031 top5 4.688 | Epoch: [86][74/553] Time 2.439 Data 0.001 Err 0.3325 top1 7.812 top5 3.906 | Epoch: [86][75/553] Time 2.470 Data 0.001 Err 0.1322 top1 3.906 top5 0.000 | Epoch: [86][76/553] Time 2.433 Data 0.002 Err 0.2419 top1 6.250 top5 3.906 | Epoch: [86][77/553] Time 2.479 Data 0.001 Err 0.2461 top1 7.812 top5 2.344 | Epoch: [86][78/553] Time 2.459 Data 0.001 Err 0.2597 top1 7.812 top5 2.344 | Epoch: [86][79/553] Time 2.437 Data 0.000 Err 0.3448 top1 7.031 top5 3.125 | Epoch: [86][80/553] Time 2.431 Data 0.001 Err 0.2522 top1 4.688 top5 2.344 | Epoch: [86][81/553] Time 2.439 Data 0.001 Err 0.2932 top1 7.812 top5 1.562 | Epoch: [86][82/553] Time 2.440 Data 0.001 Err 0.2715 top1 7.031 top5 2.344 | Epoch: [86][83/553] Time 2.482 Data 0.000 Err 0.2513 top1 6.250 top5 0.781 | Epoch: [86][84/553] Time 2.448 Data 0.001 Err 0.2775 top1 7.031 top5 2.344 | Epoch: [86][85/553] Time 2.484 Data 0.001 Err 0.2270 top1 5.469 top5 0.781 | Epoch: [86][86/553] Time 2.507 Data 0.001 Err 0.2043 top1 6.250 top5 0.000 | Epoch: [86][87/553] Time 2.493 Data 0.001 Err 0.1703 top1 3.906 top5 0.781 | Epoch: [86][88/553] Time 2.446 Data 0.001 Err 0.1573 top1 4.688 top5 1.562 | Epoch: [86][89/553] Time 2.448 Data 0.001 Err 0.1532 top1 3.906 top5 0.000 | Epoch: [86][90/553] Time 2.440 Data 0.001 Err 0.2136 top1 7.031 top5 0.781 | Epoch: [86][91/553] Time 2.438 Data 0.001 Err 0.2949 top1 7.812 top5 3.125 | Epoch: [86][92/553] Time 2.442 Data 0.001 Err 0.1949 top1 6.250 top5 0.000 | Epoch: [86][93/553] Time 2.485 Data 0.001 Err 0.2513 top1 7.812 top5 2.344 | Epoch: [86][94/553] Time 2.449 Data 0.001 Err 0.2237 top1 6.250 top5 2.344 | Epoch: [86][95/553] Time 2.445 Data 0.001 Err 0.1304 top1 3.125 top5 0.000 | Epoch: [86][96/553] Time 2.449 Data 0.001 Err 0.2392 top1 5.469 top5 2.344 | Epoch: [86][97/553] Time 2.433 Data 0.001 Err 0.2450 top1 7.812 top5 3.125 | Epoch: [86][98/553] Time 2.474 Data 0.001 Err 0.2103 top1 6.250 top5 1.562 | Epoch: [86][99/553] Time 2.442 Data 0.001 Err 0.2666 top1 7.812 top5 1.562 | Epoch: [86][100/553] Time 2.446 Data 0.001 Err 0.2822 top1 7.031 top5 2.344 | Epoch: [86][101/553] Time 2.468 Data 0.001 Err 0.2852 top1 6.250 top5 1.562 | Epoch: [86][102/553] Time 2.440 Data 0.000 Err 0.1583 top1 5.469 top5 0.000 | Epoch: [86][103/553] Time 2.434 Data 0.001 Err 0.2112 top1 4.688 top5 1.562 | Epoch: [86][104/553] Time 2.455 Data 0.001 Err 0.2099 top1 4.688 top5 1.562 | Epoch: [86][105/553] Time 2.480 Data 0.001 Err 0.1900 top1 3.125 top5 2.344 | Epoch: [86][106/553] Time 2.445 Data 0.001 Err 0.3075 top1 10.156 top5 1.562 | Epoch: [86][107/553] Time 2.491 Data 0.001 Err 0.2693 top1 7.812 top5 1.562 | Epoch: [86][108/553] Time 2.448 Data 0.000 Err 0.1969 top1 3.125 top5 1.562 | Epoch: [86][109/553] Time 2.470 Data 0.001 Err 0.2635 top1 8.594 top5 2.344 | Epoch: [86][110/553] Time 2.481 Data 0.001 Err 0.2473 top1 5.469 top5 2.344 | Epoch: [86][111/553] Time 2.446 Data 0.001 Err 0.1748 top1 3.906 top5 1.562 | Epoch: [86][112/553] Time 2.444 Data 0.001 Err 0.1534 top1 2.344 top5 0.781 | Epoch: [86][113/553] Time 2.463 Data 0.004 Err 0.2251 top1 7.812 top5 0.781 | Epoch: [86][114/553] Time 2.437 Data 0.001 Err 0.2836 top1 6.250 top5 4.688 | Epoch: [86][115/553] Time 2.447 Data 0.001 Err 0.4709 top1 10.938 top5 6.250 | Epoch: [86][116/553] Time 2.449 Data 0.001 Err 0.2483 top1 8.594 top5 1.562 | Epoch: [86][117/553] Time 2.475 Data 0.001 Err 0.2905 top1 8.594 top5 1.562 | Epoch: [86][118/553] Time 2.454 Data 0.000 Err 0.2717 top1 7.031 top5 3.125 | Epoch: [86][119/553] Time 2.486 Data 0.001 Err 0.2721 top1 7.031 top5 2.344 | Epoch: [86][120/553] Time 2.442 Data 0.001 Err 0.1660 top1 6.250 top5 1.562 | Epoch: [86][121/553] Time 2.518 Data 0.001 Err 0.1911 top1 3.906 top5 1.562 | Epoch: [86][122/553] Time 2.444 Data 0.001 Err 0.2508 top1 5.469 top5 1.562 | Epoch: [86][123/553] Time 2.446 Data 0.001 Err 0.3314 top1 8.594 top5 3.125 | Epoch: [86][124/553] Time 2.511 Data 0.001 Err 0.3363 top1 10.156 top5 3.125 | Epoch: [86][125/553] Time 2.471 Data 0.001 Err 0.2735 top1 7.812 top5 2.344 | Epoch: [86][126/553] Time 2.450 Data 0.000 Err 0.4637 top1 10.938 top5 5.469 | Epoch: [86][127/553] Time 2.482 Data 0.001 Err 0.3354 top1 8.594 top5 3.125 | Epoch: [86][128/553] Time 2.445 Data 0.001 Err 0.2621 top1 5.469 top5 2.344 | Epoch: [86][129/553] Time 2.492 Data 0.001 Err 0.3348 top1 11.719 top5 1.562 | Epoch: [86][130/553] Time 2.436 Data 0.001 Err 0.2965 top1 7.812 top5 3.906 | Epoch: [86][131/553] Time 2.440 Data 0.001 Err 0.2897 top1 7.031 top5 3.125 | Epoch: [86][132/553] Time 2.465 Data 0.001 Err 0.2623 top1 7.812 top5 1.562 | Epoch: [86][133/553] Time 2.476 Data 0.003 Err 0.0929 top1 1.562 top5 0.781 | Epoch: [86][134/553] Time 2.439 Data 0.001 Err 0.1375 top1 3.906 top5 1.562 | Epoch: [86][135/553] Time 2.471 Data 0.001 Err 0.1002 top1 0.781 top5 0.781 | Epoch: [86][136/553] Time 2.469 Data 0.001 Err 0.2803 top1 8.594 top5 1.562 | Epoch: [86][137/553] Time 2.482 Data 0.001 Err 0.2016 top1 5.469 top5 0.781 | Epoch: [86][138/553] Time 2.438 Data 0.001 Err 0.1487 top1 3.125 top5 0.781 | Epoch: [86][139/553] Time 2.445 Data 0.001 Err 0.1613 top1 4.688 top5 0.781 | Epoch: [86][140/553] Time 2.466 Data 0.001 Err 0.2773 top1 6.250 top5 2.344 | Epoch: [86][141/553] Time 2.448 Data 0.003 Err 0.1255 top1 2.344 top5 0.781 | Epoch: [86][142/553] Time 2.441 Data 0.001 Err 0.1956 top1 5.469 top5 1.562 | Epoch: [86][143/553] Time 2.461 Data 0.001 Err 0.2443 top1 7.031 top5 1.562 | Epoch: [86][144/553] Time 2.470 Data 0.001 Err 0.4316 top1 13.281 top5 3.125 | Epoch: [86][145/553] Time 2.480 Data 0.001 Err 0.1253 top1 3.125 top5 1.562 | Epoch: [86][146/553] Time 2.527 Data 0.001 Err 0.2486 top1 6.250 top5 1.562 | Epoch: [86][147/553] Time 2.476 Data 0.000 Err 0.3905 top1 8.594 top5 2.344 | Epoch: [86][148/553] Time 2.485 Data 0.001 Err 0.5063 top1 14.844 top5 4.688 | Epoch: [86][149/553] Time 2.436 Data 0.001 Err 0.1540 top1 3.906 top5 0.781 | Epoch: [86][150/553] Time 2.455 Data 0.001 Err 0.2979 top1 7.812 top5 2.344 | Epoch: [86][151/553] Time 2.493 Data 0.001 Err 0.2247 top1 7.812 top5 0.781 | Epoch: [86][152/553] Time 2.443 Data 0.001 Err 0.2322 top1 5.469 top5 1.562 | Epoch: [86][153/553] Time 2.449 Data 0.001 Err 0.1883 top1 5.469 top5 0.781 | Epoch: [86][154/553] Time 2.449 Data 0.001 Err 0.2626 top1 10.156 top5 0.000 | Epoch: [86][155/553] Time 2.473 Data 0.001 Err 0.2154 top1 8.594 top5 0.781 | Epoch: [86][156/553] Time 2.472 Data 0.001 Err 0.2586 top1 6.250 top5 0.781 | Epoch: [86][157/553] Time 2.480 Data 0.001 Err 0.2744 top1 6.250 top5 2.344 | Epoch: [86][158/553] Time 2.479 Data 0.001 Err 0.2317 top1 7.812 top5 0.781 | Epoch: [86][159/553] Time 2.482 Data 0.001 Err 0.2902 top1 7.031 top5 3.906 | Epoch: [86][160/553] Time 2.474 Data 0.001 Err 0.1986 top1 5.469 top5 1.562 | Epoch: [86][161/553] Time 2.515 Data 0.001 Err 0.1960 top1 3.906 top5 1.562 | Epoch: [86][162/553] Time 2.455 Data 0.001 Err 0.1903 top1 5.469 top5 0.781 | Epoch: [86][163/553] Time 2.442 Data 0.001 Err 0.2042 top1 4.688 top5 1.562 | Epoch: [86][164/553] Time 2.440 Data 0.001 Err 0.1856 top1 3.906 top5 1.562 | Epoch: [86][165/553] Time 2.478 Data 0.000 Err 0.2710 top1 3.906 top5 3.125 | Epoch: [86][166/553] Time 2.439 Data 0.001 Err 0.2967 top1 7.812 top5 2.344 | Epoch: [86][167/553] Time 2.448 Data 0.001 Err 0.1544 top1 3.906 top5 0.781 | Epoch: [86][168/553] Time 2.451 Data 0.001 Err 0.2160 top1 3.906 top5 1.562 | Epoch: [86][169/553] Time 2.448 Data 0.001 Err 0.2864 top1 8.594 top5 1.562 | Epoch: [86][170/553] Time 2.432 Data 0.001 Err 0.1680 top1 4.688 top5 0.781 | Epoch: [86][171/553] Time 2.488 Data 0.001 Err 0.2850 top1 6.250 top5 2.344 | Epoch: [86][172/553] Time 2.449 Data 0.000 Err 0.3125 top1 7.812 top5 3.906 | Epoch: [86][173/553] Time 2.503 Data 0.001 Err 0.3993 top1 10.156 top5 4.688 | Epoch: [86][174/553] Time 2.441 Data 0.000 Err 0.3787 top1 10.938 top5 4.688 | Epoch: [86][175/553] Time 2.439 Data 0.001 Err 0.1992 top1 4.688 top5 1.562 | Epoch: [86][176/553] Time 2.486 Data 0.001 Err 0.1842 top1 4.688 top5 1.562 | Epoch: [86][177/553] Time 2.439 Data 0.001 Err 0.2888 top1 6.250 top5 2.344 | Epoch: [86][178/553] Time 2.441 Data 0.001 Err 0.4140 top1 10.938 top5 3.125 | Epoch: [86][179/553] Time 2.440 Data 0.001 Err 0.1416 top1 3.906 top5 0.781 | Epoch: [86][180/553] Time 2.470 Data 0.001 Err 0.1296 top1 3.125 top5 1.562 | Epoch: [86][181/553] Time 2.477 Data 0.001 Err 0.2396 top1 5.469 top5 0.781 | Epoch: [86][182/553] Time 2.456 Data 0.001 Err 0.2078 top1 6.250 top5 1.562 | Epoch: [86][183/553] Time 2.454 Data 0.001 Err 0.1314 top1 3.125 top5 1.562 | Epoch: [86][184/553] Time 2.472 Data 0.001 Err 0.2405 top1 7.031 top5 1.562 | Epoch: [86][185/553] Time 2.445 Data 0.001 Err 0.1582 top1 3.906 top5 2.344 | Epoch: [86][186/553] Time 2.491 Data 0.001 Err 0.1976 top1 7.031 top5 0.781 | Epoch: [86][187/553] Time 2.438 Data 0.001 Err 0.1778 top1 3.906 top5 0.781 | Epoch: [86][188/553] Time 2.478 Data 0.000 Err 0.3148 top1 7.031 top5 3.125 | Epoch: [86][189/553] Time 2.451 Data 0.001 Err 0.1867 top1 4.688 top5 1.562 | Epoch: [86][190/553] Time 2.451 Data 0.006 Err 0.1889 top1 5.469 top5 0.781 | Epoch: [86][191/553] Time 2.475 Data 0.000 Err 0.1791 top1 4.688 top5 1.562 | Epoch: [86][192/553] Time 2.468 Data 0.001 Err 0.2707 top1 7.812 top5 2.344 | Epoch: [86][193/553] Time 2.470 Data 0.001 Err 0.2592 top1 6.250 top5 3.906 | Epoch: [86][194/553] Time 2.431 Data 0.000 Err 0.4794 top1 11.719 top5 5.469 | Epoch: [86][195/553] Time 2.475 Data 0.001 Err 0.2200 top1 5.469 top5 1.562 | Epoch: [86][196/553] Time 2.467 Data 0.001 Err 0.2813 top1 10.938 top5 1.562 | Epoch: [86][197/553] Time 2.488 Data 0.001 Err 0.2919 top1 7.812 top5 3.125 | Epoch: [86][198/553] Time 2.447 Data 0.001 Err 0.2959 top1 6.250 top5 3.125 | Epoch: [86][199/553] Time 2.442 Data 0.001 Err 0.2912 top1 7.812 top5 2.344 | Epoch: [86][200/553] Time 2.486 Data 0.001 Err 0.2021 top1 4.688 top5 1.562 | Epoch: [86][201/553] Time 2.475 Data 0.001 Err 0.2220 top1 6.250 top5 1.562 | Epoch: [86][202/553] Time 2.449 Data 0.001 Err 0.1968 top1 7.031 top5 0.781 | Epoch: [86][203/553] Time 2.523 Data 0.001 Err 0.1792 top1 5.469 top5 0.781 | Epoch: [86][204/553] Time 2.519 Data 0.001 Err 0.5050 top1 17.188 top5 5.469 | Epoch: [86][205/553] Time 2.454 Data 0.001 Err 0.1962 top1 4.688 top5 1.562 | Epoch: [86][206/553] Time 2.429 Data 0.001 Err 0.1974 top1 4.688 top5 0.781 | Epoch: [86][207/553] Time 2.495 Data 0.001 Err 0.2686 top1 5.469 top5 1.562 | Epoch: [86][208/553] Time 2.442 Data 0.001 Err 0.2537 top1 6.250 top5 1.562 | Epoch: [86][209/553] Time 2.467 Data 0.003 Err 0.2523 top1 5.469 top5 3.125 | Epoch: [86][210/553] Time 2.443 Data 0.001 Err 0.2692 top1 8.594 top5 0.781 | Epoch: [86][211/553] Time 2.512 Data 0.001 Err 0.2323 top1 5.469 top5 2.344 | Epoch: [86][212/553] Time 2.517 Data 0.001 Err 0.1746 top1 4.688 top5 1.562 | Epoch: [86][213/553] Time 2.437 Data 0.001 Err 0.2752 top1 5.469 top5 1.562 | Epoch: [86][214/553] Time 2.442 Data 0.001 Err 0.1433 top1 3.125 top5 0.000 | Epoch: [86][215/553] Time 2.482 Data 0.001 Err 0.2094 top1 5.469 top5 0.781 | Epoch: [86][216/553] Time 2.516 Data 0.001 Err 0.3011 top1 6.250 top5 2.344 | Epoch: [86][217/553] Time 2.442 Data 0.001 Err 0.3359 top1 9.375 top5 3.125 | Epoch: [86][218/553] Time 2.443 Data 0.001 Err 0.2844 top1 8.594 top5 1.562 | Epoch: [86][219/553] Time 2.466 Data 0.001 Err 0.1466 top1 3.125 top5 1.562 | Epoch: [86][220/553] Time 2.515 Data 0.001 Err 0.1742 top1 5.469 top5 0.000 | Epoch: [86][221/553] Time 2.441 Data 0.001 Err 0.2625 top1 6.250 top5 0.781 | Epoch: [86][222/553] Time 2.480 Data 0.000 Err 0.3597 top1 14.844 top5 1.562 | Epoch: [86][223/553] Time 2.444 Data 0.001 Err 0.3098 top1 10.938 top5 1.562 | Epoch: [86][224/553] Time 2.451 Data 0.001 Err 0.2281 top1 6.250 top5 1.562 | Epoch: [86][225/553] Time 2.439 Data 0.001 Err 0.1508 top1 4.688 top5 0.781 | Epoch: [86][226/553] Time 2.501 Data 0.001 Err 0.2385 top1 6.250 top5 2.344 | Epoch: [86][227/553] Time 2.445 Data 0.001 Err 0.1611 top1 5.469 top5 0.781 | Epoch: [86][228/553] Time 2.506 Data 0.003 Err 0.2864 top1 7.031 top5 0.781 | Epoch: [86][229/553] Time 2.442 Data 0.001 Err 0.1581 top1 3.125 top5 0.781 | Epoch: [86][230/553] Time 2.434 Data 0.001 Err 0.2175 top1 6.250 top5 2.344 | Epoch: [86][231/553] Time 2.471 Data 0.000 Err 0.1467 top1 3.125 top5 0.781 | Epoch: [86][232/553] Time 2.444 Data 0.001 Err 0.5071 top1 10.156 top5 4.688 | Epoch: [86][233/553] Time 2.452 Data 0.001 Err 0.2603 top1 4.688 top5 2.344 | Epoch: [86][234/553] Time 2.446 Data 0.001 Err 0.2233 top1 7.812 top5 1.562 | Epoch: [86][235/553] Time 2.451 Data 0.001 Err 0.2826 top1 7.031 top5 3.906 | Epoch: [86][236/553] Time 2.445 Data 0.001 Err 0.2867 top1 5.469 top5 1.562 | Epoch: [86][237/553] Time 2.438 Data 0.001 Err 0.4864 top1 11.719 top5 7.031 | Epoch: [86][238/553] Time 2.442 Data 0.001 Err 0.2623 top1 5.469 top5 3.125 | Epoch: [86][239/553] Time 2.436 Data 0.001 Err 0.2403 top1 7.031 top5 0.781 | Epoch: [86][240/553] Time 2.440 Data 0.001 Err 0.2400 top1 7.031 top5 0.781 | Epoch: [86][241/553] Time 2.440 Data 0.001 Err 0.2392 top1 7.031 top5 1.562 | Epoch: [86][242/553] Time 2.449 Data 0.000 Err 0.3104 top1 7.812 top5 2.344 | Epoch: [86][243/553] Time 2.473 Data 0.001 Err 0.3610 top1 9.375 top5 2.344 | Epoch: [86][244/553] Time 2.493 Data 0.001 Err 0.1754 top1 3.906 top5 2.344 | Epoch: [86][245/553] Time 2.487 Data 0.001 Err 0.2149 top1 5.469 top5 1.562 | Epoch: [86][246/553] Time 2.437 Data 0.001 Err 0.0760 top1 0.781 top5 0.781 | Epoch: [86][247/553] Time 2.463 Data 0.003 Err 0.2627 top1 6.250 top5 0.781 | Epoch: [86][248/553] Time 2.447 Data 0.001 Err 0.1814 top1 4.688 top5 1.562 | Epoch: [86][249/553] Time 2.451 Data 0.001 Err 0.3456 top1 9.375 top5 3.125 | Epoch: [86][250/553] Time 2.446 Data 0.001 Err 0.1740 top1 4.688 top5 0.781 | Epoch: [86][251/553] Time 2.450 Data 0.001 Err 0.2007 top1 3.906 top5 2.344 | Epoch: [86][252/553] Time 2.469 Data 0.001 Err 0.3476 top1 7.812 top5 5.469 | Epoch: [86][253/553] Time 2.446 Data 0.001 Err 0.3590 top1 9.375 top5 3.906 | Epoch: [86][254/553] Time 2.436 Data 0.001 Err 0.3319 top1 8.594 top5 3.125 | Epoch: [86][255/553] Time 2.447 Data 0.001 Err 0.1996 top1 3.906 top5 0.000 | Epoch: [86][256/553] Time 2.443 Data 0.001 Err 0.3593 top1 7.812 top5 2.344 | Epoch: [86][257/553] Time 2.474 Data 0.001 Err 0.2548 top1 7.031 top5 2.344 | Epoch: [86][258/553] Time 2.443 Data 0.001 Err 0.2541 top1 7.031 top5 1.562 | Epoch: [86][259/553] Time 2.441 Data 0.001 Err 0.1906 top1 6.250 top5 0.781 | Epoch: [86][260/553] Time 2.490 Data 0.001 Err 0.2946 top1 8.594 top5 2.344 | Epoch: [86][261/553] Time 2.472 Data 0.001 Err 0.1390 top1 2.344 top5 0.781 | Epoch: [86][262/553] Time 2.450 Data 0.001 Err 0.3099 top1 8.594 top5 3.125 | Epoch: [86][263/553] Time 2.453 Data 0.001 Err 0.3092 top1 8.594 top5 2.344 | Epoch: [86][264/553] Time 2.447 Data 0.001 Err 0.3539 top1 8.594 top5 3.125 | Epoch: [86][265/553] Time 2.481 Data 0.001 Err 0.2504 top1 7.031 top5 0.781 | Epoch: [86][266/553] Time 2.437 Data 0.004 Err 0.2613 top1 6.250 top5 2.344 | Epoch: [86][267/553] Time 2.447 Data 0.001 Err 0.1260 top1 3.906 top5 0.000 | Epoch: [86][268/553] Time 2.440 Data 0.001 Err 0.2451 top1 7.031 top5 0.781 | Epoch: [86][269/553] Time 2.445 Data 0.000 Err 0.2134 top1 6.250 top5 3.125 | Epoch: [86][270/553] Time 2.450 Data 0.001 Err 0.0631 top1 0.781 top5 0.000 | Epoch: [86][271/553] Time 2.433 Data 0.001 Err 0.3117 top1 8.594 top5 3.125 | Epoch: [86][272/553] Time 2.506 Data 0.001 Err 0.4452 top1 10.938 top5 3.906 | Epoch: [86][273/553] Time 2.446 Data 0.001 Err 0.3114 top1 9.375 top5 2.344 | Epoch: [86][274/553] Time 2.456 Data 0.001 Err 0.1912 top1 4.688 top5 0.000 | Epoch: [86][275/553] Time 2.432 Data 0.001 Err 0.2075 top1 8.594 top5 0.781 | Epoch: [86][276/553] Time 2.447 Data 0.001 Err 0.0974 top1 3.125 top5 0.000 | Epoch: [86][277/553] Time 2.442 Data 0.001 Err 0.3604 top1 7.812 top5 4.688 | Epoch: [86][278/553] Time 2.449 Data 0.001 Err 0.2692 top1 6.250 top5 2.344 | Epoch: [86][279/553] Time 2.439 Data 0.001 Err 0.2109 top1 7.031 top5 0.781 | Epoch: [86][280/553] Time 2.454 Data 0.001 Err 0.2013 top1 3.906 top5 1.562 | Epoch: [86][281/553] Time 2.452 Data 0.001 Err 0.2216 top1 3.125 top5 3.125 | Epoch: [86][282/553] Time 2.436 Data 0.001 Err 0.2277 top1 5.469 top5 1.562 | Epoch: [86][283/553] Time 2.447 Data 0.001 Err 0.1580 top1 5.469 top5 0.781 | Epoch: [86][284/553] Time 2.446 Data 0.002 Err 0.4271 top1 10.156 top5 4.688 | Epoch: [86][285/553] Time 2.442 Data 0.004 Err 0.3428 top1 7.031 top5 3.906 | Epoch: [86][286/553] Time 2.441 Data 0.000 Err 0.2710 top1 6.250 top5 2.344 | Epoch: [86][287/553] Time 2.451 Data 0.001 Err 0.1719 top1 7.031 top5 0.000 | Epoch: [86][288/553] Time 2.443 Data 0.001 Err 0.1789 top1 5.469 top5 0.781 | Epoch: [86][289/553] Time 2.443 Data 0.001 Err 0.3446 top1 7.812 top5 3.125 | Epoch: [86][290/553] Time 2.448 Data 0.001 Err 0.2972 top1 9.375 top5 2.344 | Epoch: [86][291/553] Time 2.453 Data 0.001 Err 0.1925 top1 5.469 top5 2.344 | Epoch: [86][292/553] Time 2.462 Data 0.001 Err 0.2447 top1 6.250 top5 1.562 | Epoch: [86][293/553] Time 2.488 Data 0.001 Err 0.3120 top1 7.031 top5 2.344 | Epoch: [86][294/553] Time 2.442 Data 0.001 Err 0.3232 top1 6.250 top5 3.125 | Epoch: [86][295/553] Time 2.447 Data 0.001 Err 0.3062 top1 7.812 top5 1.562 | Epoch: [86][296/553] Time 2.477 Data 0.001 Err 0.1970 top1 6.250 top5 0.781 | Epoch: [86][297/553] Time 2.447 Data 0.001 Err 0.2043 top1 4.688 top5 2.344 | Epoch: [86][298/553] Time 2.446 Data 0.001 Err 0.2549 top1 6.250 top5 1.562 | Epoch: [86][299/553] Time 2.447 Data 0.001 Err 0.2068 top1 3.906 top5 1.562 | Epoch: [86][300/553] Time 2.447 Data 0.001 Err 0.1789 top1 3.125 top5 0.000 | Epoch: [86][301/553] Time 2.487 Data 0.001 Err 0.1592 top1 6.250 top5 0.000 | Epoch: [86][302/553] Time 2.452 Data 0.001 Err 0.2890 top1 8.594 top5 3.125 | Epoch: [86][303/553] Time 2.436 Data 0.001 Err 0.2026 top1 6.250 top5 0.781 | Epoch: [86][304/553] Time 2.522 Data 0.001 Err 0.3349 top1 7.031 top5 3.906 | Epoch: [86][305/553] Time 2.446 Data 0.000 Err 0.3662 top1 10.156 top5 3.906 | Epoch: [86][306/553] Time 2.495 Data 0.001 Err 0.2416 top1 6.250 top5 2.344 | Epoch: [86][307/553] Time 2.505 Data 0.000 Err 0.2521 top1 6.250 top5 1.562 | Epoch: [86][308/553] Time 2.452 Data 0.001 Err 0.2187 top1 7.031 top5 2.344 | Epoch: [86][309/553] Time 2.442 Data 0.001 Err 0.1295 top1 3.125 top5 0.781 | Epoch: [86][310/553] Time 2.441 Data 0.001 Err 0.4336 top1 8.594 top5 3.906 | Epoch: [86][311/553] Time 2.438 Data 0.001 Err 0.1973 top1 4.688 top5 0.781 | Epoch: [86][312/553] Time 2.446 Data 0.001 Err 0.1435 top1 3.906 top5 0.000 | Epoch: [86][313/553] Time 2.446 Data 0.001 Err 0.1661 top1 3.125 top5 1.562 | Epoch: [86][314/553] Time 2.472 Data 0.001 Err 0.2393 top1 7.031 top5 0.781 | Epoch: [86][315/553] Time 2.481 Data 0.000 Err 0.1668 top1 4.688 top5 0.781 | Epoch: [86][316/553] Time 2.450 Data 0.001 Err 0.2565 top1 6.250 top5 1.562 | Epoch: [86][317/553] Time 2.449 Data 0.000 Err 0.2080 top1 7.031 top5 1.562 | Epoch: [86][318/553] Time 2.445 Data 0.001 Err 0.1844 top1 5.469 top5 0.781 | Epoch: [86][319/553] Time 2.442 Data 0.001 Err 0.2527 top1 7.031 top5 2.344 | Epoch: [86][320/553] Time 2.444 Data 0.001 Err 0.1992 top1 6.250 top5 1.562 | Epoch: [86][321/553] Time 2.445 Data 0.001 Err 0.1486 top1 3.125 top5 0.781 | Epoch: [86][322/553] Time 2.518 Data 0.001 Err 0.3288 top1 7.812 top5 3.125 | Epoch: [86][323/553] Time 2.439 Data 0.001 Err 0.2922 top1 8.594 top5 4.688 | Epoch: [86][324/553] Time 2.436 Data 0.001 Err 0.2667 top1 6.250 top5 2.344 | Epoch: [86][325/553] Time 2.450 Data 0.001 Err 0.1918 top1 6.250 top5 1.562 | Epoch: [86][326/553] Time 2.473 Data 0.001 Err 0.3533 top1 8.594 top5 3.906 | Epoch: [86][327/553] Time 2.553 Data 0.000 Err 0.1723 top1 4.688 top5 1.562 | Epoch: [86][328/553] Time 2.447 Data 0.001 Err 0.1431 top1 2.344 top5 0.781 | Epoch: [86][329/553] Time 2.476 Data 0.001 Err 0.2332 top1 6.250 top5 0.781 | Epoch: [86][330/553] Time 2.439 Data 0.001 Err 0.1749 top1 4.688 top5 0.781 | Epoch: [86][331/553] Time 2.445 Data 0.001 Err 0.4073 top1 8.594 top5 5.469 | Epoch: [86][332/553] Time 2.447 Data 0.001 Err 0.1742 top1 4.688 top5 1.562 | Epoch: [86][333/553] Time 2.524 Data 0.001 Err 0.3522 top1 11.719 top5 1.562 | Epoch: [86][334/553] Time 2.447 Data 0.001 Err 0.1789 top1 5.469 top5 2.344 | Epoch: [86][335/553] Time 2.442 Data 0.000 Err 0.2536 top1 7.031 top5 3.906 | Epoch: [86][336/553] Time 2.489 Data 0.001 Err 0.1751 top1 5.469 top5 0.781 | Epoch: [86][337/553] Time 2.472 Data 0.000 Err 0.2799 top1 8.594 top5 0.781 | Epoch: [86][338/553] Time 2.445 Data 0.001 Err 0.1433 top1 3.125 top5 0.781 | Epoch: [86][339/553] Time 2.436 Data 0.001 Err 0.1897 top1 3.906 top5 0.781 | Epoch: [86][340/553] Time 2.451 Data 0.001 Err 0.1547 top1 4.688 top5 0.781 | Epoch: [86][341/553] Time 2.437 Data 0.001 Err 0.3434 top1 6.250 top5 3.906 | Epoch: [86][342/553] Time 2.438 Data 0.002 Err 0.1701 top1 3.906 top5 1.562 | Epoch: [86][343/553] Time 2.477 Data 0.001 Err 0.1621 top1 3.906 top5 0.000 | Epoch: [86][344/553] Time 2.443 Data 0.001 Err 0.3598 top1 8.594 top5 2.344 | Epoch: [86][345/553] Time 2.458 Data 0.001 Err 0.2062 top1 3.906 top5 1.562 | Epoch: [86][346/553] Time 2.444 Data 0.001 Err 0.2800 top1 7.812 top5 1.562 | Epoch: [86][347/553] Time 2.507 Data 0.001 Err 0.3515 top1 10.156 top5 4.688 | Epoch: [86][348/553] Time 2.457 Data 0.001 Err 0.1356 top1 3.125 top5 0.781 | Epoch: [86][349/553] Time 2.485 Data 0.001 Err 0.2351 top1 7.812 top5 2.344 | Epoch: [86][350/553] Time 2.473 Data 0.001 Err 0.2472 top1 6.250 top5 3.125 | Epoch: [86][351/553] Time 2.467 Data 0.001 Err 0.2675 top1 6.250 top5 3.125 | Epoch: [86][352/553] Time 2.463 Data 0.001 Err 0.3274 top1 7.812 top5 3.125 | Epoch: [86][353/553] Time 2.526 Data 0.001 Err 0.1916 top1 5.469 top5 0.781 | Epoch: [86][354/553] Time 2.488 Data 0.001 Err 0.2401 top1 5.469 top5 1.562 | Epoch: [86][355/553] Time 2.443 Data 0.000 Err 0.1432 top1 3.125 top5 0.781 | Epoch: [86][356/553] Time 2.474 Data 0.000 Err 0.3162 top1 8.594 top5 3.125 | Epoch: [86][357/553] Time 2.482 Data 0.001 Err 0.2052 top1 4.688 top5 1.562 | Epoch: [86][358/553] Time 2.468 Data 0.001 Err 0.2243 top1 5.469 top5 1.562 | Epoch: [86][359/553] Time 2.445 Data 0.001 Err 0.1563 top1 3.906 top5 0.000 | Epoch: [86][360/553] Time 2.483 Data 0.001 Err 0.3033 top1 6.250 top5 1.562 | Epoch: [86][361/553] Time 2.490 Data 0.007 Err 0.2900 top1 9.375 top5 1.562 | Epoch: [86][362/553] Time 2.454 Data 0.001 Err 0.2437 top1 6.250 top5 2.344 | Epoch: [86][363/553] Time 2.453 Data 0.001 Err 0.3027 top1 9.375 top5 0.781 | Epoch: [86][364/553] Time 2.515 Data 0.000 Err 0.2887 top1 8.594 top5 2.344 | Epoch: [86][365/553] Time 2.476 Data 0.001 Err 0.2106 top1 6.250 top5 0.781 | Epoch: [86][366/553] Time 2.496 Data 0.001 Err 0.1073 top1 2.344 top5 0.781 | Epoch: [86][367/553] Time 2.474 Data 0.001 Err 0.3724 top1 9.375 top5 3.125 | Epoch: [86][368/553] Time 2.465 Data 0.001 Err 0.2913 top1 8.594 top5 2.344 | Epoch: [86][369/553] Time 2.438 Data 0.001 Err 0.2654 top1 9.375 top5 2.344 | Epoch: [86][370/553] Time 2.454 Data 0.001 Err 0.1584 top1 3.906 top5 0.781 | Epoch: [86][371/553] Time 2.491 Data 0.001 Err 0.2478 top1 5.469 top5 0.781 | Epoch: [86][372/553] Time 2.476 Data 0.001 Err 0.3846 top1 8.594 top5 3.906 | Epoch: [86][373/553] Time 2.501 Data 0.001 Err 0.1858 top1 7.031 top5 0.000 | Epoch: [86][374/553] Time 2.490 Data 0.001 Err 0.1870 top1 4.688 top5 2.344 | Epoch: [86][375/553] Time 2.477 Data 0.001 Err 0.2103 top1 4.688 top5 2.344 | Epoch: [86][376/553] Time 2.479 Data 0.001 Err 0.2460 top1 5.469 top5 2.344 | Epoch: [86][377/553] Time 2.438 Data 0.001 Err 0.1601 top1 4.688 top5 0.000 | Epoch: [86][378/553] Time 2.461 Data 0.001 Err 0.3118 top1 9.375 top5 2.344 | Epoch: [86][379/553] Time 2.459 Data 0.001 Err 0.1805 top1 6.250 top5 0.000 | Epoch: [86][380/553] Time 2.450 Data 0.005 Err 0.0755 top1 1.562 top5 0.000 | Epoch: [86][381/553] Time 2.484 Data 0.001 Err 0.1999 top1 4.688 top5 1.562 | Epoch: [86][382/553] Time 2.462 Data 0.001 Err 0.2483 top1 5.469 top5 3.125 | Epoch: [86][383/553] Time 2.451 Data 0.001 Err 0.4454 top1 9.375 top5 6.250 | Epoch: [86][384/553] Time 2.449 Data 0.001 Err 0.2970 top1 7.031 top5 3.125 | Epoch: [86][385/553] Time 2.461 Data 0.001 Err 0.3586 top1 7.031 top5 4.688 | Epoch: [86][386/553] Time 2.449 Data 0.001 Err 0.1280 top1 4.688 top5 0.000 | Epoch: [86][387/553] Time 2.466 Data 0.001 Err 0.3643 top1 7.812 top5 3.906 | Epoch: [86][388/553] Time 2.443 Data 0.001 Err 0.2122 top1 6.250 top5 0.000 | Epoch: [86][389/553] Time 2.441 Data 0.001 Err 0.2410 top1 7.812 top5 1.562 | Epoch: [86][390/553] Time 2.480 Data 0.001 Err 0.1777 top1 4.688 top5 1.562 | Epoch: [86][391/553] Time 2.449 Data 0.001 Err 0.2705 top1 7.812 top5 0.781 | Epoch: [86][392/553] Time 2.439 Data 0.001 Err 0.3250 top1 9.375 top5 2.344 | Epoch: [86][393/553] Time 2.435 Data 0.001 Err 0.1650 top1 3.906 top5 0.781 | Epoch: [86][394/553] Time 2.441 Data 0.001 Err 0.1265 top1 2.344 top5 1.562 | Epoch: [86][395/553] Time 2.486 Data 0.001 Err 0.2263 top1 6.250 top5 2.344 | Epoch: [86][396/553] Time 2.489 Data 0.001 Err 0.2035 top1 4.688 top5 2.344 | Epoch: [86][397/553] Time 2.445 Data 0.001 Err 0.1304 top1 3.125 top5 0.781 | Epoch: [86][398/553] Time 2.441 Data 0.001 Err 0.1348 top1 2.344 top5 0.781 | Epoch: [86][399/553] Time 2.439 Data 0.001 Err 0.2577 top1 3.906 top5 1.562 | Epoch: [86][400/553] Time 2.448 Data 0.001 Err 0.1333 top1 3.125 top5 0.781 | Epoch: [86][401/553] Time 2.450 Data 0.001 Err 0.2341 top1 8.594 top5 0.781 | Epoch: [86][402/553] Time 2.448 Data 0.001 Err 0.1584 top1 4.688 top5 0.781 | Epoch: [86][403/553] Time 2.509 Data 0.001 Err 0.3364 top1 9.375 top5 2.344 | Epoch: [86][404/553] Time 2.444 Data 0.001 Err 0.3624 top1 10.938 top5 3.906 | Epoch: [86][405/553] Time 2.468 Data 0.001 Err 0.3431 top1 7.812 top5 3.125 | Epoch: [86][406/553] Time 2.445 Data 0.001 Err 0.1376 top1 3.125 top5 0.000 | Epoch: [86][407/553] Time 2.441 Data 0.001 Err 0.1855 top1 3.906 top5 0.781 | Epoch: [86][408/553] Time 2.501 Data 0.001 Err 0.0985 top1 1.562 top5 0.000 | Epoch: [86][409/553] Time 2.444 Data 0.001 Err 0.1470 top1 3.125 top5 0.000 | Epoch: [86][410/553] Time 2.463 Data 0.001 Err 0.2016 top1 7.031 top5 0.781 | Epoch: [86][411/553] Time 2.449 Data 0.001 Err 0.2178 top1 4.688 top5 2.344 | Epoch: [86][412/553] Time 2.450 Data 0.001 Err 0.3539 top1 12.500 top5 3.125 | Epoch: [86][413/553] Time 2.461 Data 0.001 Err 0.4000 top1 13.281 top5 3.125 | Epoch: [86][414/553] Time 2.450 Data 0.001 Err 0.2806 top1 8.594 top5 2.344 | Epoch: [86][415/553] Time 2.470 Data 0.001 Err 0.3035 top1 9.375 top5 3.125 | Epoch: [86][416/553] Time 2.488 Data 0.001 Err 0.2590 top1 6.250 top5 1.562 | Epoch: [86][417/553] Time 2.447 Data 0.001 Err 0.2524 top1 6.250 top5 2.344 | Epoch: [86][418/553] Time 2.460 Data 0.007 Err 0.1489 top1 3.125 top5 1.562 | Epoch: [86][419/553] Time 2.456 Data 0.000 Err 0.1428 top1 5.469 top5 0.000 | Epoch: [86][420/553] Time 2.435 Data 0.001 Err 0.2179 top1 6.250 top5 2.344 | Epoch: [86][421/553] Time 2.464 Data 0.001 Err 0.2138 top1 6.250 top5 2.344 | Epoch: [86][422/553] Time 2.485 Data 0.001 Err 0.1751 top1 6.250 top5 2.344 | Epoch: [86][423/553] Time 2.461 Data 0.001 Err 0.1933 top1 4.688 top5 1.562 | Epoch: [86][424/553] Time 2.461 Data 0.001 Err 0.1873 top1 3.906 top5 1.562 | Epoch: [86][425/553] Time 2.480 Data 0.000 Err 0.2606 top1 6.250 top5 3.125 | Epoch: [86][426/553] Time 2.509 Data 0.001 Err 0.1768 top1 4.688 top5 1.562 | Epoch: [86][427/553] Time 2.480 Data 0.001 Err 0.2324 top1 6.250 top5 1.562 | Epoch: [86][428/553] Time 2.443 Data 0.001 Err 0.2902 top1 6.250 top5 2.344 | Epoch: [86][429/553] Time 2.441 Data 0.001 Err 0.1165 top1 1.562 top5 0.781 | Epoch: [86][430/553] Time 2.471 Data 0.001 Err 0.2441 top1 4.688 top5 3.125 | Epoch: [86][431/553] Time 2.472 Data 0.001 Err 0.1261 top1 1.562 top5 0.000 | Epoch: [86][432/553] Time 2.508 Data 0.001 Err 0.3342 top1 8.594 top5 3.906 | Epoch: [86][433/553] Time 2.451 Data 0.001 Err 0.2543 top1 7.812 top5 0.781 | Epoch: [86][434/553] Time 2.478 Data 0.001 Err 0.1483 top1 3.125 top5 1.562 | Epoch: [86][435/553] Time 2.481 Data 0.001 Err 0.1568 top1 3.906 top5 1.562 | Epoch: [86][436/553] Time 2.443 Data 0.001 Err 0.2120 top1 4.688 top5 1.562 | Epoch: [86][437/553] Time 2.439 Data 0.005 Err 0.2541 top1 6.250 top5 1.562 | Epoch: [86][438/553] Time 2.474 Data 0.001 Err 0.2426 top1 7.031 top5 1.562 | Epoch: [86][439/553] Time 2.490 Data 0.001 Err 0.2110 top1 7.031 top5 1.562 | Epoch: [86][440/553] Time 2.508 Data 0.001 Err 0.1313 top1 3.125 top5 0.781 | Epoch: [86][441/553] Time 2.458 Data 0.001 Err 0.3580 top1 9.375 top5 5.469 | Epoch: [86][442/553] Time 2.473 Data 0.001 Err 0.1995 top1 4.688 top5 0.781 | Epoch: [86][443/553] Time 2.457 Data 0.001 Err 0.2672 top1 4.688 top5 3.906 | Epoch: [86][444/553] Time 2.436 Data 0.001 Err 0.2824 top1 5.469 top5 2.344 | Epoch: [86][445/553] Time 2.484 Data 0.001 Err 0.1533 top1 3.125 top5 0.781 | Epoch: [86][446/553] Time 2.482 Data 0.001 Err 0.4263 top1 10.156 top5 5.469 | Epoch: [86][447/553] Time 2.481 Data 0.001 Err 0.3323 top1 8.594 top5 0.781 | Epoch: [86][448/553] Time 2.441 Data 0.001 Err 0.1851 top1 3.125 top5 0.781 | Epoch: [86][449/553] Time 2.483 Data 0.001 Err 0.1804 top1 3.125 top5 1.562 | Epoch: [86][450/553] Time 2.500 Data 0.000 Err 0.3134 top1 7.031 top5 3.125 | Epoch: [86][451/553] Time 2.436 Data 0.001 Err 0.2252 top1 7.812 top5 1.562 | Epoch: [86][452/553] Time 2.460 Data 0.001 Err 0.2144 top1 9.375 top5 1.562 | Epoch: [86][453/553] Time 2.469 Data 0.001 Err 0.2265 top1 6.250 top5 1.562 | Epoch: [86][454/553] Time 2.449 Data 0.001 Err 0.1438 top1 4.688 top5 0.000 | Epoch: [86][455/553] Time 2.464 Data 0.001 Err 0.2559 top1 4.688 top5 1.562 | Epoch: [86][456/553] Time 2.450 Data 0.001 Err 0.3412 top1 9.375 top5 3.125 | Epoch: [86][457/553] Time 2.460 Data 0.001 Err 0.3121 top1 9.375 top5 1.562 | Epoch: [86][458/553] Time 2.537 Data 0.001 Err 0.1990 top1 3.906 top5 1.562 | Epoch: [86][459/553] Time 2.466 Data 0.001 Err 0.1937 top1 5.469 top5 1.562 | Epoch: [86][460/553] Time 2.447 Data 0.001 Err 0.2349 top1 4.688 top5 2.344 | Epoch: [86][461/553] Time 2.446 Data 0.001 Err 0.2731 top1 6.250 top5 2.344 | Epoch: [86][462/553] Time 2.467 Data 0.001 Err 0.1691 top1 3.906 top5 1.562 | Epoch: [86][463/553] Time 2.433 Data 0.001 Err 0.2570 top1 7.031 top5 2.344 | Epoch: [86][464/553] Time 2.439 Data 0.001 Err 0.2156 top1 7.812 top5 0.781 | Epoch: [86][465/553] Time 2.448 Data 0.001 Err 0.0752 top1 1.562 top5 0.000 | Epoch: [86][466/553] Time 2.467 Data 0.001 Err 0.2740 top1 7.031 top5 2.344 | Epoch: [86][467/553] Time 2.481 Data 0.001 Err 0.2405 top1 8.594 top5 0.781 | Epoch: [86][468/553] Time 2.463 Data 0.001 Err 0.1613 top1 3.125 top5 1.562 | Epoch: [86][469/553] Time 2.472 Data 0.001 Err 0.1743 top1 3.906 top5 0.000 | Epoch: [86][470/553] Time 2.476 Data 0.001 Err 0.2928 top1 7.812 top5 2.344 | Epoch: [86][471/553] Time 2.491 Data 0.001 Err 0.2143 top1 4.688 top5 0.781 | Epoch: [86][472/553] Time 2.463 Data 0.001 Err 0.2692 top1 8.594 top5 2.344 | Epoch: [86][473/553] Time 2.479 Data 0.001 Err 0.1485 top1 3.906 top5 0.781 | Epoch: [86][474/553] Time 2.439 Data 0.001 Err 0.2061 top1 7.031 top5 0.781 | Epoch: [86][475/553] Time 2.449 Data 0.004 Err 0.2179 top1 6.250 top5 1.562 | Epoch: [86][476/553] Time 2.435 Data 0.001 Err 0.1724 top1 6.250 top5 0.781 | Epoch: [86][477/553] Time 2.474 Data 0.001 Err 0.2794 top1 7.031 top5 3.125 | Epoch: [86][478/553] Time 2.446 Data 0.001 Err 0.2536 top1 6.250 top5 0.781 | Epoch: [86][479/553] Time 2.470 Data 0.001 Err 0.2147 top1 6.250 top5 1.562 | Epoch: [86][480/553] Time 2.493 Data 0.001 Err 0.3821 top1 8.594 top5 3.125 | Epoch: [86][481/553] Time 2.448 Data 0.001 Err 0.1523 top1 3.906 top5 1.562 | Epoch: [86][482/553] Time 2.441 Data 0.001 Err 0.2100 top1 7.031 top5 0.781 | Epoch: [86][483/553] Time 2.441 Data 0.001 Err 0.1846 top1 7.031 top5 0.781 | Epoch: [86][484/553] Time 2.436 Data 0.001 Err 0.2473 top1 6.250 top5 0.781 | Epoch: [86][485/553] Time 2.473 Data 0.001 Err 0.2581 top1 7.812 top5 2.344 | Epoch: [86][486/553] Time 2.467 Data 0.001 Err 0.1005 top1 3.125 top5 0.000 | Epoch: [86][487/553] Time 2.454 Data 0.001 Err 0.2082 top1 3.125 top5 2.344 | Epoch: [86][488/553] Time 2.485 Data 0.001 Err 0.2438 top1 5.469 top5 1.562 | Epoch: [86][489/553] Time 2.464 Data 0.001 Err 0.1339 top1 3.906 top5 0.781 | Epoch: [86][490/553] Time 2.447 Data 0.001 Err 0.3817 top1 9.375 top5 3.125 | Epoch: [86][491/553] Time 2.445 Data 0.001 Err 0.2686 top1 3.906 top5 1.562 | Epoch: [86][492/553] Time 2.450 Data 0.001 Err 0.4377 top1 10.938 top5 6.250 | Epoch: [86][493/553] Time 2.437 Data 0.001 Err 0.2607 top1 7.812 top5 1.562 | Epoch: [86][494/553] Time 2.436 Data 0.003 Err 0.3061 top1 7.031 top5 2.344 | Epoch: [86][495/553] Time 2.454 Data 0.001 Err 0.3583 top1 10.156 top5 3.125 | Epoch: [86][496/553] Time 2.480 Data 0.001 Err 0.2120 top1 5.469 top5 0.000 | Epoch: [86][497/553] Time 2.430 Data 0.001 Err 0.4545 top1 14.062 top5 3.125 | Epoch: [86][498/553] Time 2.438 Data 0.001 Err 0.2101 top1 5.469 top5 2.344 | Epoch: [86][499/553] Time 2.467 Data 0.001 Err 0.2738 top1 7.031 top5 3.125 | Epoch: [86][500/553] Time 2.452 Data 0.001 Err 0.1490 top1 3.906 top5 0.000 | Epoch: [86][501/553] Time 2.440 Data 0.001 Err 0.2781 top1 8.594 top5 2.344 | Epoch: [86][502/553] Time 2.440 Data 0.001 Err 0.2974 top1 9.375 top5 0.781 | Epoch: [86][503/553] Time 2.436 Data 0.001 Err 0.2192 top1 7.031 top5 1.562 | Epoch: [86][504/553] Time 2.474 Data 0.001 Err 0.1964 top1 6.250 top5 2.344 | Epoch: [86][505/553] Time 2.459 Data 0.001 Err 0.2143 top1 7.031 top5 1.562 | Epoch: [86][506/553] Time 2.451 Data 0.000 Err 0.3557 top1 7.812 top5 2.344 | Epoch: [86][507/553] Time 2.443 Data 0.001 Err 0.2158 top1 6.250 top5 0.781 | Epoch: [86][508/553] Time 2.486 Data 0.001 Err 0.1747 top1 2.344 top5 0.781 | Epoch: [86][509/553] Time 2.492 Data 0.001 Err 0.3295 top1 8.594 top5 2.344 | Epoch: [86][510/553] Time 2.514 Data 0.001 Err 0.1802 top1 3.906 top5 1.562 | Epoch: [86][511/553] Time 2.482 Data 0.001 Err 0.1572 top1 3.125 top5 0.781 | Epoch: [86][512/553] Time 2.433 Data 0.001 Err 0.2705 top1 7.812 top5 1.562 | Epoch: [86][513/553] Time 2.478 Data 0.002 Err 0.2224 top1 6.250 top5 0.781 | Epoch: [86][514/553] Time 2.465 Data 0.001 Err 0.3275 top1 9.375 top5 1.562 | Epoch: [86][515/553] Time 2.450 Data 0.001 Err 0.2546 top1 7.031 top5 1.562 | Epoch: [86][516/553] Time 2.475 Data 0.001 Err 0.2048 top1 5.469 top5 1.562 | Epoch: [86][517/553] Time 2.432 Data 0.001 Err 0.3762 top1 10.156 top5 3.906 | Epoch: [86][518/553] Time 2.436 Data 0.001 Err 0.3976 top1 10.938 top5 3.125 | Epoch: [86][519/553] Time 2.440 Data 0.001 Err 0.2147 top1 5.469 top5 0.781 | Epoch: [86][520/553] Time 2.463 Data 0.001 Err 0.3090 top1 7.812 top5 3.906 | Epoch: [86][521/553] Time 2.439 Data 0.001 Err 0.1863 top1 5.469 top5 1.562 | Epoch: [86][522/553] Time 2.471 Data 0.001 Err 0.2884 top1 8.594 top5 2.344 | Epoch: [86][523/553] Time 2.487 Data 0.001 Err 0.2587 top1 5.469 top5 2.344 | Epoch: [86][524/553] Time 2.472 Data 0.001 Err 0.2241 top1 6.250 top5 2.344 | Epoch: [86][525/553] Time 2.439 Data 0.001 Err 0.2153 top1 5.469 top5 1.562 | Epoch: [86][526/553] Time 2.478 Data 0.001 Err 0.2098 top1 3.906 top5 2.344 | Epoch: [86][527/553] Time 2.448 Data 0.000 Err 0.1849 top1 4.688 top5 1.562 | Epoch: [86][528/553] Time 2.520 Data 0.001 Err 0.3351 top1 7.031 top5 2.344 | Epoch: [86][529/553] Time 2.442 Data 0.001 Err 0.3376 top1 7.812 top5 4.688 | Epoch: [86][530/553] Time 2.438 Data 0.001 Err 0.1498 top1 3.906 top5 0.781 | Epoch: [86][531/553] Time 2.435 Data 0.001 Err 0.2325 top1 6.250 top5 1.562 | Epoch: [86][532/553] Time 2.478 Data 0.001 Err 0.2115 top1 7.031 top5 0.000 | Epoch: [86][533/553] Time 2.454 Data 0.000 Err 0.1309 top1 3.906 top5 0.781 | Epoch: [86][534/553] Time 2.449 Data 0.001 Err 0.2119 top1 6.250 top5 1.562 | Epoch: [86][535/553] Time 2.458 Data 0.001 Err 0.2339 top1 5.469 top5 1.562 | Epoch: [86][536/553] Time 2.446 Data 0.001 Err 0.1842 top1 4.688 top5 0.000 | Epoch: [86][537/553] Time 2.444 Data 0.001 Err 0.4283 top1 13.281 top5 3.906 | Epoch: [86][538/553] Time 2.464 Data 0.001 Err 0.3129 top1 9.375 top5 1.562 | Epoch: [86][539/553] Time 2.433 Data 0.001 Err 0.3444 top1 8.594 top5 4.688 | Epoch: [86][540/553] Time 2.504 Data 0.001 Err 0.3428 top1 10.156 top5 5.469 | Epoch: [86][541/553] Time 2.482 Data 0.001 Err 0.1386 top1 2.344 top5 0.781 | Epoch: [86][542/553] Time 2.532 Data 0.001 Err 0.2413 top1 5.469 top5 0.781 | Epoch: [86][543/553] Time 2.452 Data 0.000 Err 0.2645 top1 7.031 top5 2.344 | Epoch: [86][544/553] Time 2.488 Data 0.000 Err 0.1933 top1 5.469 top5 2.344 | Epoch: [86][545/553] Time 2.440 Data 0.000 Err 0.2281 top1 5.469 top5 1.562 | Epoch: [86][546/553] Time 2.436 Data 0.000 Err 0.1377 top1 3.125 top5 0.781 | Epoch: [86][547/553] Time 2.451 Data 0.000 Err 0.2244 top1 7.031 top5 1.562 | Epoch: [86][548/553] Time 2.442 Data 0.000 Err 0.2796 top1 5.469 top5 2.344 | Epoch: [86][549/553] Time 2.442 Data 0.000 Err 0.2234 top1 5.469 top5 1.562 | Epoch: [86][550/553] Time 2.442 Data 0.000 Err 0.1875 top1 6.250 top5 0.000 | Epoch: [86][551/553] Time 2.449 Data 0.000 Err 0.2438 top1 8.594 top5 2.344 | Epoch: [86][552/553] Time 2.448 Data 0.000 Err 0.2156 top1 5.469 top5 1.562 | Epoch: [86][553/553] Time 1.025 Data 0.000 Err 0.2812 top1 4.545 top5 2.273 | Test: [86][1/198] Time 2.421 Data 1.703 top1 10.938 ( 10.938) top5 1.562 ( 1.562) | Test: [86][2/198] Time 0.734 Data 0.001 top1 16.406 ( 13.672) top5 3.125 ( 2.344) | Test: [86][3/198] Time 0.741 Data 0.000 top1 10.938 ( 12.760) top5 3.906 ( 2.865) | Test: [86][4/198] Time 0.731 Data 0.001 top1 13.281 ( 12.891) top5 4.688 ( 3.320) | Test: [86][5/198] Time 0.722 Data 0.001 top1 10.938 ( 12.500) top5 0.781 ( 2.812) | Test: [86][6/198] Time 0.714 Data 0.000 top1 10.156 ( 12.109) top5 3.125 ( 2.865) | Test: [86][7/198] Time 0.722 Data 0.001 top1 11.719 ( 12.054) top5 3.125 ( 2.902) | Test: [86][8/198] Time 0.720 Data 0.001 top1 14.844 ( 12.402) top5 2.344 ( 2.832) | Test: [86][9/198] Time 0.717 Data 0.001 top1 8.594 ( 11.979) top5 1.562 ( 2.691) | Test: [86][10/198] Time 0.724 Data 0.001 top1 6.250 ( 11.406) top5 0.781 ( 2.500) | Test: [86][11/198] Time 0.712 Data 0.001 top1 18.750 ( 12.074) top5 5.469 ( 2.770) | Test: [86][12/198] Time 0.734 Data 0.001 top1 10.156 ( 11.914) top5 2.344 ( 2.734) | Test: [86][13/198] Time 0.805 Data 0.006 top1 12.500 ( 11.959) top5 3.125 ( 2.764) | Test: [86][14/198] Time 0.775 Data 0.001 top1 14.062 ( 12.109) top5 3.906 ( 2.846) | Test: [86][15/198] Time 0.759 Data 0.001 top1 13.281 ( 12.188) top5 4.688 ( 2.969) | Test: [86][16/198] Time 0.738 Data 0.001 top1 13.281 ( 12.256) top5 3.125 ( 2.979) | Test: [86][17/198] Time 0.732 Data 0.000 top1 7.031 ( 11.949) top5 0.000 ( 2.803) | Test: [86][18/198] Time 0.717 Data 0.001 top1 13.281 ( 12.023) top5 0.781 ( 2.691) | Test: [86][19/198] Time 0.727 Data 0.001 top1 10.156 ( 11.924) top5 3.125 ( 2.714) | Test: [86][20/198] Time 0.716 Data 0.001 top1 10.156 ( 11.836) top5 2.344 ( 2.695) | Test: [86][21/198] Time 0.722 Data 0.001 top1 12.500 ( 11.868) top5 3.906 ( 2.753) | Test: [86][22/198] Time 0.789 Data 0.001 top1 10.156 ( 11.790) top5 4.688 ( 2.841) | Test: [86][23/198] Time 0.813 Data 0.001 top1 15.625 ( 11.957) top5 3.125 ( 2.853) | Test: [86][24/198] Time 0.810 Data 0.000 top1 12.500 ( 11.979) top5 1.562 ( 2.799) | Test: [86][25/198] Time 0.798 Data 0.001 top1 11.719 ( 11.969) top5 0.781 ( 2.719) | Test: [86][26/198] Time 0.755 Data 0.001 top1 14.062 ( 12.049) top5 1.562 ( 2.674) | Test: [86][27/198] Time 0.722 Data 0.001 top1 16.406 ( 12.211) top5 1.562 ( 2.633) | Test: [86][28/198] Time 0.722 Data 0.001 top1 16.406 ( 12.360) top5 4.688 ( 2.706) | Test: [86][29/198] Time 0.727 Data 0.001 top1 7.812 ( 12.204) top5 0.781 ( 2.640) | Test: [86][30/198] Time 0.723 Data 0.001 top1 7.812 ( 12.057) top5 2.344 ( 2.630) | Test: [86][31/198] Time 0.794 Data 0.001 top1 7.031 ( 11.895) top5 1.562 ( 2.596) | Test: [86][32/198] Time 0.777 Data 0.001 top1 13.281 ( 11.938) top5 3.125 ( 2.612) | Test: [86][33/198] Time 0.725 Data 0.001 top1 8.594 ( 11.837) top5 0.781 ( 2.557) | Test: [86][34/198] Time 0.713 Data 0.001 top1 6.250 ( 11.673) top5 2.344 ( 2.551) | Test: [86][35/198] Time 0.734 Data 0.001 top1 15.625 ( 11.786) top5 2.344 ( 2.545) | Test: [86][36/198] Time 0.723 Data 0.001 top1 10.938 ( 11.762) top5 3.906 ( 2.582) | Test: [86][37/198] Time 0.739 Data 0.001 top1 10.938 ( 11.740) top5 1.562 ( 2.555) | Test: [86][38/198] Time 0.742 Data 0.001 top1 13.281 ( 11.780) top5 1.562 ( 2.529) | Test: [86][39/198] Time 0.734 Data 0.001 top1 8.594 ( 11.699) top5 3.125 ( 2.544) | Test: [86][40/198] Time 0.731 Data 0.001 top1 20.312 ( 11.914) top5 6.250 ( 2.637) | Test: [86][41/198] Time 0.721 Data 0.001 top1 14.844 ( 11.986) top5 1.562 ( 2.611) | Test: [86][42/198] Time 0.733 Data 0.001 top1 19.531 ( 12.165) top5 4.688 ( 2.660) | Test: [86][43/198] Time 0.737 Data 0.001 top1 14.844 ( 12.227) top5 2.344 ( 2.653) | Test: [86][44/198] Time 0.752 Data 0.001 top1 10.938 ( 12.198) top5 4.688 ( 2.699) | Test: [86][45/198] Time 0.729 Data 0.000 top1 15.625 ( 12.274) top5 5.469 ( 2.760) | Test: [86][46/198] Time 0.718 Data 0.001 top1 13.281 ( 12.296) top5 1.562 ( 2.734) | Test: [86][47/198] Time 0.719 Data 0.001 top1 10.938 ( 12.267) top5 0.781 ( 2.693) | Test: [86][48/198] Time 0.720 Data 0.001 top1 16.406 ( 12.354) top5 0.000 ( 2.637) | Test: [86][49/198] Time 0.722 Data 0.001 top1 12.500 ( 12.357) top5 1.562 ( 2.615) | Test: [86][50/198] Time 0.717 Data 0.000 top1 9.375 ( 12.297) top5 1.562 ( 2.594) | Test: [86][51/198] Time 0.808 Data 0.001 top1 7.031 ( 12.194) top5 2.344 ( 2.589) | Test: [86][52/198] Time 0.806 Data 0.001 top1 10.938 ( 12.169) top5 0.000 ( 2.539) | Test: [86][53/198] Time 0.795 Data 0.003 top1 10.156 ( 12.131) top5 3.125 ( 2.550) | Test: [86][54/198] Time 0.753 Data 0.000 top1 10.938 ( 12.109) top5 3.906 ( 2.575) | Test: [86][55/198] Time 0.786 Data 0.003 top1 13.281 ( 12.131) top5 3.125 ( 2.585) | Test: [86][56/198] Time 0.769 Data 0.001 top1 10.156 ( 12.095) top5 1.562 ( 2.567) | Test: [86][57/198] Time 0.741 Data 0.001 top1 10.938 ( 12.075) top5 1.562 ( 2.549) | Test: [86][58/198] Time 0.719 Data 0.001 top1 11.719 ( 12.069) top5 2.344 ( 2.546) | Test: [86][59/198] Time 0.721 Data 0.001 top1 16.406 ( 12.142) top5 2.344 ( 2.542) | Test: [86][60/198] Time 0.728 Data 0.001 top1 12.500 ( 12.148) top5 3.125 ( 2.552) | Test: [86][61/198] Time 0.733 Data 0.010 top1 12.500 ( 12.154) top5 0.000 ( 2.510) | Test: [86][62/198] Time 0.737 Data 0.001 top1 11.719 ( 12.147) top5 3.906 ( 2.533) | Test: [86][63/198] Time 0.781 Data 0.001 top1 10.938 ( 12.128) top5 3.906 ( 2.555) | Test: [86][64/198] Time 0.798 Data 0.001 top1 14.844 ( 12.170) top5 2.344 ( 2.551) | Test: [86][65/198] Time 0.784 Data 0.001 top1 17.969 ( 12.260) top5 3.125 ( 2.560) | Test: [86][66/198] Time 0.720 Data 0.001 top1 10.938 ( 12.240) top5 2.344 ( 2.557) | Test: [86][67/198] Time 0.717 Data 0.001 top1 10.938 ( 12.220) top5 3.906 ( 2.577) | Test: [86][68/198] Time 0.721 Data 0.001 top1 8.594 ( 12.167) top5 0.000 ( 2.539) | Test: [86][69/198] Time 0.718 Data 0.000 top1 20.312 ( 12.285) top5 5.469 ( 2.582) | Test: [86][70/198] Time 0.721 Data 0.001 top1 11.719 ( 12.277) top5 3.125 ( 2.589) | Test: [86][71/198] Time 0.712 Data 0.000 top1 12.500 ( 12.280) top5 2.344 ( 2.586) | Test: [86][72/198] Time 0.719 Data 0.001 top1 10.938 ( 12.261) top5 1.562 ( 2.572) | Test: [86][73/198] Time 0.719 Data 0.001 top1 15.625 ( 12.307) top5 3.125 ( 2.579) | Test: [86][74/198] Time 0.737 Data 0.001 top1 16.406 ( 12.363) top5 5.469 ( 2.618) | Test: [86][75/198] Time 0.773 Data 0.002 top1 10.938 ( 12.344) top5 0.781 ( 2.594) | Test: [86][76/198] Time 0.824 Data 0.001 top1 9.375 ( 12.305) top5 2.344 ( 2.590) | Test: [86][77/198] Time 0.784 Data 0.001 top1 13.281 ( 12.317) top5 2.344 ( 2.587) | Test: [86][78/198] Time 0.754 Data 0.001 top1 12.500 ( 12.320) top5 3.125 ( 2.594) | Test: [86][79/198] Time 0.724 Data 0.001 top1 15.625 ( 12.362) top5 3.906 ( 2.611) | Test: [86][80/198] Time 0.737 Data 0.003 top1 14.844 ( 12.393) top5 2.344 ( 2.607) | Test: [86][81/198] Time 0.717 Data 0.001 top1 13.281 ( 12.404) top5 0.781 ( 2.585) | Test: [86][82/198] Time 0.719 Data 0.002 top1 19.531 ( 12.490) top5 3.906 ( 2.601) | Test: [86][83/198] Time 0.770 Data 0.001 top1 13.281 ( 12.500) top5 3.125 ( 2.607) | Test: [86][84/198] Time 0.763 Data 0.001 top1 14.844 ( 12.528) top5 3.906 ( 2.623) | Test: [86][85/198] Time 0.766 Data 0.001 top1 13.281 ( 12.537) top5 0.781 ( 2.601) | Test: [86][86/198] Time 0.732 Data 0.001 top1 12.500 ( 12.536) top5 2.344 ( 2.598) | Test: [86][87/198] Time 0.737 Data 0.001 top1 14.062 ( 12.554) top5 1.562 ( 2.586) | Test: [86][88/198] Time 0.760 Data 0.001 top1 14.062 ( 12.571) top5 3.906 ( 2.601) | Test: [86][89/198] Time 0.750 Data 0.001 top1 17.969 ( 12.632) top5 5.469 ( 2.633) | Test: [86][90/198] Time 0.728 Data 0.001 top1 14.062 ( 12.648) top5 4.688 ( 2.656) | Test: [86][91/198] Time 0.716 Data 0.001 top1 14.062 ( 12.663) top5 4.688 ( 2.679) | Test: [86][92/198] Time 0.722 Data 0.000 top1 12.500 ( 12.661) top5 2.344 ( 2.675) | Test: [86][93/198] Time 0.722 Data 0.000 top1 14.062 ( 12.676) top5 3.125 ( 2.680) | Test: [86][94/198] Time 0.734 Data 0.001 top1 11.719 ( 12.666) top5 2.344 ( 2.676) | Test: [86][95/198] Time 0.720 Data 0.000 top1 12.500 ( 12.664) top5 6.250 ( 2.714) | Test: [86][96/198] Time 0.724 Data 0.000 top1 12.500 ( 12.663) top5 1.562 ( 2.702) | Test: [86][97/198] Time 0.714 Data 0.001 top1 7.812 ( 12.613) top5 2.344 ( 2.698) | Test: [86][98/198] Time 0.728 Data 0.000 top1 7.031 ( 12.556) top5 2.344 ( 2.695) | Test: [86][99/198] Time 0.770 Data 0.000 top1 7.812 ( 12.508) top5 1.562 ( 2.683) | Test: [86][100/198] Time 0.728 Data 0.004 top1 7.812 ( 12.461) top5 0.781 ( 2.664) | Test: [86][101/198] Time 0.719 Data 0.001 top1 11.719 ( 12.454) top5 3.125 ( 2.669) | Test: [86][102/198] Time 0.722 Data 0.004 top1 9.375 ( 12.423) top5 0.781 ( 2.650) | Test: [86][103/198] Time 0.865 Data 0.001 top1 12.500 ( 12.424) top5 1.562 ( 2.640) | Test: [86][104/198] Time 0.833 Data 0.001 top1 8.594 ( 12.387) top5 3.125 ( 2.644) | Test: [86][105/198] Time 0.824 Data 0.001 top1 16.406 ( 12.426) top5 3.125 ( 2.649) | Test: [86][106/198] Time 0.842 Data 0.001 top1 7.812 ( 12.382) top5 0.000 ( 2.624) | Test: [86][107/198] Time 0.826 Data 0.001 top1 10.156 ( 12.361) top5 1.562 ( 2.614) | Test: [86][108/198] Time 0.824 Data 0.000 top1 13.281 ( 12.370) top5 0.000 ( 2.590) | Test: [86][109/198] Time 0.721 Data 0.001 top1 10.938 ( 12.357) top5 1.562 ( 2.580) | Test: [86][110/198] Time 0.719 Data 0.001 top1 14.062 ( 12.372) top5 3.125 ( 2.585) | Test: [86][111/198] Time 0.719 Data 0.001 top1 21.875 ( 12.458) top5 6.250 ( 2.618) | Test: [86][112/198] Time 0.718 Data 0.001 top1 10.938 ( 12.444) top5 0.781 ( 2.602) | Test: [86][113/198] Time 0.716 Data 0.001 top1 14.062 ( 12.459) top5 3.906 ( 2.613) | Test: [86][114/198] Time 0.820 Data 0.001 top1 12.500 ( 12.459) top5 2.344 ( 2.611) | Test: [86][115/198] Time 0.768 Data 0.015 top1 7.031 ( 12.412) top5 0.781 ( 2.595) | Test: [86][116/198] Time 0.722 Data 0.001 top1 13.281 ( 12.419) top5 3.125 ( 2.600) | Test: [86][117/198] Time 0.713 Data 0.001 top1 14.062 ( 12.433) top5 3.906 ( 2.611) | Test: [86][118/198] Time 0.720 Data 0.001 top1 7.812 ( 12.394) top5 0.000 ( 2.589) | Test: [86][119/198] Time 0.713 Data 0.001 top1 11.719 ( 12.388) top5 0.781 ( 2.574) | Test: [86][120/198] Time 0.730 Data 0.001 top1 13.281 ( 12.396) top5 3.125 ( 2.578) | Test: [86][121/198] Time 0.719 Data 0.001 top1 14.062 ( 12.410) top5 1.562 ( 2.570) | Test: [86][122/198] Time 0.722 Data 0.001 top1 14.062 ( 12.423) top5 0.781 ( 2.555) | Test: [86][123/198] Time 0.718 Data 0.001 top1 17.188 ( 12.462) top5 3.125 ( 2.560) | Test: [86][124/198] Time 0.716 Data 0.001 top1 14.062 ( 12.475) top5 3.125 ( 2.564) | Test: [86][125/198] Time 0.723 Data 0.001 top1 18.750 ( 12.525) top5 5.469 ( 2.587) | Test: [86][126/198] Time 0.723 Data 0.001 top1 10.156 ( 12.506) top5 1.562 ( 2.579) | Test: [86][127/198] Time 0.748 Data 0.001 top1 10.156 ( 12.488) top5 0.781 ( 2.565) | Test: [86][128/198] Time 0.747 Data 0.001 top1 14.062 ( 12.500) top5 3.125 ( 2.570) | Test: [86][129/198] Time 0.749 Data 0.001 top1 13.281 ( 12.506) top5 1.562 ( 2.562) | Test: [86][130/198] Time 0.730 Data 0.000 top1 14.844 ( 12.524) top5 2.344 ( 2.560) | Test: [86][131/198] Time 0.743 Data 0.003 top1 11.719 ( 12.518) top5 2.344 ( 2.558) | Test: [86][132/198] Time 0.733 Data 0.001 top1 6.250 ( 12.470) top5 0.781 ( 2.545) | Test: [86][133/198] Time 0.723 Data 0.001 top1 8.594 ( 12.441) top5 1.562 ( 2.538) | Test: [86][134/198] Time 0.717 Data 0.001 top1 10.938 ( 12.430) top5 3.125 ( 2.542) | Test: [86][135/198] Time 0.716 Data 0.001 top1 14.062 ( 12.442) top5 0.781 ( 2.529) | Test: [86][136/198] Time 0.723 Data 0.001 top1 9.375 ( 12.420) top5 1.562 ( 2.522) | Test: [86][137/198] Time 0.730 Data 0.001 top1 15.625 ( 12.443) top5 3.125 ( 2.526) | Test: [86][138/198] Time 0.725 Data 0.001 top1 7.812 ( 12.409) top5 0.781 ( 2.514) | Test: [86][139/198] Time 0.809 Data 0.001 top1 12.500 ( 12.410) top5 0.781 ( 2.501) | Test: [86][140/198] Time 0.764 Data 0.001 top1 13.281 ( 12.416) top5 2.344 ( 2.500) | Test: [86][141/198] Time 0.724 Data 0.001 top1 14.844 ( 12.434) top5 3.125 ( 2.504) | Test: [86][142/198] Time 0.717 Data 0.001 top1 15.625 ( 12.456) top5 3.125 ( 2.509) | Test: [86][143/198] Time 0.723 Data 0.001 top1 10.938 ( 12.445) top5 5.469 ( 2.530) | Test: [86][144/198] Time 0.721 Data 0.001 top1 13.281 ( 12.451) top5 1.562 ( 2.523) | Test: [86][145/198] Time 0.732 Data 0.001 top1 15.625 ( 12.473) top5 1.562 ( 2.516) | Test: [86][146/198] Time 0.717 Data 0.001 top1 12.500 ( 12.473) top5 3.125 ( 2.520) | Test: [86][147/198] Time 0.719 Data 0.001 top1 11.719 ( 12.468) top5 3.906 ( 2.530) | Test: [86][148/198] Time 0.716 Data 0.000 top1 14.844 ( 12.484) top5 2.344 ( 2.529) | Test: [86][149/198] Time 0.721 Data 0.001 top1 14.062 ( 12.495) top5 1.562 ( 2.522) | Test: [86][150/198] Time 0.735 Data 0.001 top1 14.844 ( 12.510) top5 4.688 ( 2.536) | Test: [86][151/198] Time 0.716 Data 0.001 top1 9.375 ( 12.490) top5 1.562 ( 2.530) | Test: [86][152/198] Time 0.725 Data 0.000 top1 12.500 ( 12.490) top5 1.562 ( 2.524) | Test: [86][153/198] Time 0.723 Data 0.001 top1 16.406 ( 12.515) top5 1.562 ( 2.517) | Test: [86][154/198] Time 0.725 Data 0.001 top1 15.625 ( 12.536) top5 1.562 ( 2.511) | Test: [86][155/198] Time 0.732 Data 0.001 top1 15.625 ( 12.555) top5 1.562 ( 2.505) | Test: [86][156/198] Time 0.714 Data 0.001 top1 10.156 ( 12.540) top5 1.562 ( 2.499) | Test: [86][157/198] Time 0.715 Data 0.001 top1 10.156 ( 12.525) top5 2.344 ( 2.498) | Test: [86][158/198] Time 0.724 Data 0.001 top1 10.156 ( 12.510) top5 2.344 ( 2.497) | Test: [86][159/198] Time 0.723 Data 0.004 top1 9.375 ( 12.490) top5 2.344 ( 2.496) | Test: [86][160/198] Time 0.756 Data 0.003 top1 7.031 ( 12.456) top5 0.000 ( 2.480) | Test: [86][161/198] Time 0.777 Data 0.001 top1 10.938 ( 12.447) top5 1.562 ( 2.475) | Test: [86][162/198] Time 0.768 Data 0.001 top1 10.938 ( 12.437) top5 4.688 ( 2.488) | Test: [86][163/198] Time 0.770 Data 0.001 top1 8.594 ( 12.414) top5 3.125 ( 2.492) | Test: [86][164/198] Time 0.804 Data 0.001 top1 9.375 ( 12.395) top5 0.000 ( 2.477) | Test: [86][165/198] Time 0.800 Data 0.001 top1 17.188 ( 12.424) top5 2.344 ( 2.476) | Test: [86][166/198] Time 0.746 Data 0.001 top1 9.375 ( 12.406) top5 0.000 ( 2.461) | Test: [86][167/198] Time 0.749 Data 0.001 top1 16.406 ( 12.430) top5 1.562 ( 2.456) | Test: [86][168/198] Time 0.717 Data 0.001 top1 14.062 ( 12.440) top5 0.000 ( 2.441) | Test: [86][169/198] Time 0.730 Data 0.001 top1 11.719 ( 12.435) top5 2.344 ( 2.441) | Test: [86][170/198] Time 0.722 Data 0.002 top1 9.375 ( 12.417) top5 3.125 ( 2.445) | Test: [86][171/198] Time 0.844 Data 0.001 top1 17.969 ( 12.450) top5 3.125 ( 2.449) | Test: [86][172/198] Time 0.764 Data 0.001 top1 7.031 ( 12.418) top5 2.344 ( 2.448) | Test: [86][173/198] Time 0.716 Data 0.001 top1 11.719 ( 12.414) top5 1.562 ( 2.443) | Test: [86][174/198] Time 0.734 Data 0.001 top1 11.719 ( 12.410) top5 1.562 ( 2.438) | Test: [86][175/198] Time 0.743 Data 0.001 top1 10.938 ( 12.402) top5 2.344 ( 2.438) | Test: [86][176/198] Time 0.717 Data 0.001 top1 11.719 ( 12.398) top5 2.344 ( 2.437) | Test: [86][177/198] Time 0.714 Data 0.001 top1 14.844 ( 12.412) top5 6.250 ( 2.459) | Test: [86][178/198] Time 0.717 Data 0.001 top1 14.062 ( 12.421) top5 0.781 ( 2.449) | Test: [86][179/198] Time 0.715 Data 0.001 top1 14.844 ( 12.435) top5 3.125 ( 2.453) | Test: [86][180/198] Time 0.716 Data 0.001 top1 17.188 ( 12.461) top5 3.906 ( 2.461) | Test: [86][181/198] Time 0.725 Data 0.001 top1 10.938 ( 12.453) top5 2.344 ( 2.460) | Test: [86][182/198] Time 0.717 Data 0.001 top1 11.719 ( 12.448) top5 3.906 ( 2.468) | Test: [86][183/198] Time 0.767 Data 0.001 top1 13.281 ( 12.453) top5 3.125 ( 2.472) | Test: [86][184/198] Time 0.796 Data 0.000 top1 11.719 ( 12.449) top5 2.344 ( 2.471) | Test: [86][185/198] Time 0.723 Data 0.000 top1 14.062 ( 12.458) top5 1.562 ( 2.466) | Test: [86][186/198] Time 0.769 Data 0.001 top1 9.375 ( 12.441) top5 0.781 ( 2.457) | Test: [86][187/198] Time 0.755 Data 0.000 top1 10.938 ( 12.433) top5 3.125 ( 2.461) | Test: [86][188/198] Time 0.778 Data 0.000 top1 9.375 ( 12.417) top5 1.562 ( 2.456) | Test: [86][189/198] Time 0.739 Data 0.000 top1 11.719 ( 12.413) top5 3.906 ( 2.464) | Test: [86][190/198] Time 0.717 Data 0.000 top1 4.688 ( 12.373) top5 1.562 ( 2.459) | Test: [86][191/198] Time 0.719 Data 0.000 top1 10.156 ( 12.361) top5 4.688 ( 2.471) | Test: [86][192/198] Time 0.711 Data 0.000 top1 13.281 ( 12.366) top5 3.906 ( 2.478) | Test: [86][193/198] Time 0.731 Data 0.000 top1 13.281 ( 12.370) top5 3.125 ( 2.481) | Test: [86][194/198] Time 0.728 Data 0.000 top1 14.062 ( 12.379) top5 1.562 ( 2.477) | Test: [86][195/198] Time 0.725 Data 0.001 top1 15.625 ( 12.396) top5 4.688 ( 2.488) | Test: [86][196/198] Time 0.258 Data 0.000 top1 5.882 ( 12.363) top5 0.000 ( 2.475) | Test: [86][197/198] Time 0.718 Data 0.000 top1 11.719 ( 12.359) top5 4.688 ( 2.487) | Test: [86][198/198] Time 0.725 Data 0.001 top1 14.844 ( 12.372) top5 3.125 ( 2.490) * Finished epoch # 86 top1: 12.372 top5: 2.490 Epoch 87 => Training epoch # 87 | Epoch: [87][1/553] Time 5.175 Data 2.700 Err 0.2579 top1 5.469 top5 0.781 | Epoch: [87][2/553] Time 2.482 Data 0.003 Err 0.2597 top1 9.375 top5 0.781 | Epoch: [87][3/553] Time 2.485 Data 0.001 Err 0.2896 top1 7.812 top5 3.125 | Epoch: [87][4/553] Time 2.478 Data 0.001 Err 0.1523 top1 3.906 top5 1.562 | Epoch: [87][5/553] Time 2.469 Data 0.000 Err 0.2824 top1 7.812 top5 1.562 | Epoch: [87][6/553] Time 2.437 Data 0.001 Err 0.3387 top1 8.594 top5 3.125 | Epoch: [87][7/553] Time 2.437 Data 0.001 Err 0.3287 top1 8.594 top5 2.344 | Epoch: [87][8/553] Time 2.445 Data 0.001 Err 0.2254 top1 5.469 top5 1.562 | Epoch: [87][9/553] Time 2.445 Data 0.001 Err 0.2707 top1 7.812 top5 3.125 | Epoch: [87][10/553] Time 2.445 Data 0.001 Err 0.2599 top1 7.812 top5 0.781 | Epoch: [87][11/553] Time 2.439 Data 0.001 Err 0.2599 top1 8.594 top5 3.906 | Epoch: [87][12/553] Time 2.467 Data 0.001 Err 0.1656 top1 3.906 top5 0.781 | Epoch: [87][13/553] Time 2.544 Data 0.001 Err 0.1235 top1 2.344 top5 0.000 | Epoch: [87][14/553] Time 2.473 Data 0.001 Err 0.2961 top1 7.812 top5 2.344 | Epoch: [87][15/553] Time 2.449 Data 0.001 Err 0.3262 top1 7.812 top5 3.125 | Epoch: [87][16/553] Time 2.444 Data 0.001 Err 0.2397 top1 6.250 top5 1.562 | Epoch: [87][17/553] Time 2.436 Data 0.001 Err 0.2211 top1 5.469 top5 2.344 | Epoch: [87][18/553] Time 2.490 Data 0.001 Err 0.3166 top1 7.812 top5 3.125 | Epoch: [87][19/553] Time 2.466 Data 0.001 Err 0.1851 top1 5.469 top5 1.562 | Epoch: [87][20/553] Time 2.505 Data 0.001 Err 0.1840 top1 3.125 top5 0.781 | Epoch: [87][21/553] Time 2.484 Data 0.001 Err 0.1204 top1 2.344 top5 0.781 | Epoch: [87][22/553] Time 2.452 Data 0.001 Err 0.1411 top1 5.469 top5 0.000 | Epoch: [87][23/553] Time 2.451 Data 0.001 Err 0.1802 top1 3.125 top5 2.344 | Epoch: [87][24/553] Time 2.483 Data 0.001 Err 0.2326 top1 6.250 top5 3.125 | Epoch: [87][25/553] Time 2.483 Data 0.001 Err 0.2271 top1 7.031 top5 1.562 | Epoch: [87][26/553] Time 2.439 Data 0.000 Err 0.2001 top1 3.906 top5 1.562 | Epoch: [87][27/553] Time 2.445 Data 0.000 Err 0.2959 top1 7.812 top5 2.344 | Epoch: [87][28/553] Time 2.484 Data 0.001 Err 0.2957 top1 6.250 top5 0.781 | Epoch: [87][29/553] Time 2.476 Data 0.001 Err 0.3258 top1 9.375 top5 4.688 | Epoch: [87][30/553] Time 2.450 Data 0.001 Err 0.2339 top1 5.469 top5 3.125 | Epoch: [87][31/553] Time 2.489 Data 0.001 Err 0.1857 top1 4.688 top5 1.562 | Epoch: [87][32/553] Time 2.517 Data 0.001 Err 0.2142 top1 5.469 top5 0.781 | Epoch: [87][33/553] Time 2.488 Data 0.001 Err 0.2651 top1 5.469 top5 3.125 | Epoch: [87][34/553] Time 2.438 Data 0.001 Err 0.2713 top1 8.594 top5 1.562 | Epoch: [87][35/553] Time 2.449 Data 0.000 Err 0.3875 top1 10.938 top5 2.344 | Epoch: [87][36/553] Time 2.447 Data 0.001 Err 0.2507 top1 7.812 top5 0.781 | Epoch: [87][37/553] Time 2.473 Data 0.001 Err 0.2426 top1 7.031 top5 0.781 | Epoch: [87][38/553] Time 2.477 Data 0.001 Err 0.1241 top1 2.344 top5 0.000 | Epoch: [87][39/553] Time 2.438 Data 0.001 Err 0.2400 top1 4.688 top5 2.344 | Epoch: [87][40/553] Time 2.444 Data 0.001 Err 0.4089 top1 11.719 top5 3.125 | Epoch: [87][41/553] Time 2.482 Data 0.006 Err 0.3831 top1 7.812 top5 6.250 | Epoch: [87][42/553] Time 2.460 Data 0.001 Err 0.2581 top1 5.469 top5 0.781 | Epoch: [87][43/553] Time 2.440 Data 0.000 Err 0.2238 top1 6.250 top5 2.344 | Epoch: [87][44/553] Time 2.492 Data 0.001 Err 0.3884 top1 8.594 top5 3.906 | Epoch: [87][45/553] Time 2.446 Data 0.001 Err 0.2329 top1 7.031 top5 0.000 | Epoch: [87][46/553] Time 2.447 Data 0.000 Err 0.2048 top1 4.688 top5 2.344 | Epoch: [87][47/553] Time 2.448 Data 0.001 Err 0.2578 top1 9.375 top5 3.125 | Epoch: [87][48/553] Time 2.440 Data 0.001 Err 0.0877 top1 0.781 top5 0.000 | Epoch: [87][49/553] Time 2.457 Data 0.001 Err 0.3241 top1 7.812 top5 3.906 | Epoch: [87][50/553] Time 2.440 Data 0.001 Err 0.3234 top1 6.250 top5 2.344 | Epoch: [87][51/553] Time 2.455 Data 0.004 Err 0.2009 top1 7.031 top5 0.000 | Epoch: [87][52/553] Time 2.449 Data 0.001 Err 0.2669 top1 7.031 top5 3.906 | Epoch: [87][53/553] Time 2.435 Data 0.001 Err 0.3193 top1 7.812 top5 3.125 | Epoch: [87][54/553] Time 2.458 Data 0.001 Err 0.2907 top1 8.594 top5 2.344 | Epoch: [87][55/553] Time 2.448 Data 0.000 Err 0.2478 top1 7.031 top5 2.344 | Epoch: [87][56/553] Time 2.461 Data 0.000 Err 0.2792 top1 7.812 top5 2.344 | Epoch: [87][57/553] Time 2.488 Data 0.001 Err 0.2694 top1 6.250 top5 1.562 | Epoch: [87][58/553] Time 2.442 Data 0.001 Err 0.2133 top1 4.688 top5 1.562 | Epoch: [87][59/553] Time 2.441 Data 0.001 Err 0.1421 top1 4.688 top5 0.000 | Epoch: [87][60/553] Time 2.442 Data 0.001 Err 0.3254 top1 8.594 top5 3.906 | Epoch: [87][61/553] Time 2.490 Data 0.001 Err 0.2479 top1 7.031 top5 0.781 | Epoch: [87][62/553] Time 2.433 Data 0.001 Err 0.2534 top1 7.031 top5 3.125 | Epoch: [87][63/553] Time 2.448 Data 0.001 Err 0.2123 top1 5.469 top5 0.000 | Epoch: [87][64/553] Time 2.444 Data 0.001 Err 0.2577 top1 4.688 top5 3.125 | Epoch: [87][65/553] Time 2.457 Data 0.000 Err 0.3990 top1 8.594 top5 4.688 | Epoch: [87][66/553] Time 2.448 Data 0.001 Err 0.2456 top1 5.469 top5 1.562 | Epoch: [87][67/553] Time 2.460 Data 0.001 Err 0.2254 top1 6.250 top5 1.562 | Epoch: [87][68/553] Time 2.446 Data 0.001 Err 0.2733 top1 7.031 top5 1.562 | Epoch: [87][69/553] Time 2.457 Data 0.001 Err 0.2554 top1 7.812 top5 2.344 | Epoch: [87][70/553] Time 2.455 Data 0.001 Err 0.1685 top1 4.688 top5 2.344 | Epoch: [87][71/553] Time 2.494 Data 0.001 Err 0.2727 top1 7.812 top5 2.344 | Epoch: [87][72/553] Time 2.483 Data 0.001 Err 0.1677 top1 4.688 top5 1.562 | Epoch: [87][73/553] Time 2.471 Data 0.001 Err 0.2867 top1 7.031 top5 3.125 | Epoch: [87][74/553] Time 2.506 Data 0.000 Err 0.1480 top1 3.125 top5 1.562 | Epoch: [87][75/553] Time 2.450 Data 0.001 Err 0.3057 top1 7.812 top5 3.125 | Epoch: [87][76/553] Time 2.447 Data 0.001 Err 0.1799 top1 5.469 top5 0.000 | Epoch: [87][77/553] Time 2.440 Data 0.001 Err 0.3049 top1 7.812 top5 2.344 | Epoch: [87][78/553] Time 2.452 Data 0.001 Err 0.1277 top1 3.125 top5 1.562 | Epoch: [87][79/553] Time 2.464 Data 0.001 Err 0.2624 top1 5.469 top5 0.781 | Epoch: [87][80/553] Time 2.451 Data 0.001 Err 0.2704 top1 7.812 top5 0.781 | Epoch: [87][81/553] Time 2.433 Data 0.000 Err 0.3469 top1 10.156 top5 2.344 | Epoch: [87][82/553] Time 2.464 Data 0.000 Err 0.2728 top1 7.812 top5 2.344 | Epoch: [87][83/553] Time 2.495 Data 0.001 Err 0.1500 top1 3.125 top5 0.781 | Epoch: [87][84/553] Time 2.453 Data 0.001 Err 0.1302 top1 3.906 top5 0.000 | Epoch: [87][85/553] Time 2.465 Data 0.001 Err 0.2193 top1 6.250 top5 1.562 | Epoch: [87][86/553] Time 2.475 Data 0.001 Err 0.1810 top1 6.250 top5 1.562 | Epoch: [87][87/553] Time 2.458 Data 0.001 Err 0.1470 top1 4.688 top5 0.781 | Epoch: [87][88/553] Time 2.485 Data 0.001 Err 0.2021 top1 5.469 top5 0.781 | Epoch: [87][89/553] Time 2.450 Data 0.001 Err 0.2650 top1 7.031 top5 0.781 | Epoch: [87][90/553] Time 2.440 Data 0.001 Err 0.1439 top1 2.344 top5 0.781 | Epoch: [87][91/553] Time 2.464 Data 0.001 Err 0.2812 top1 7.031 top5 1.562 | Epoch: [87][92/553] Time 2.445 Data 0.001 Err 0.3193 top1 7.031 top5 3.125 | Epoch: [87][93/553] Time 2.446 Data 0.001 Err 0.3119 top1 8.594 top5 3.125 | Epoch: [87][94/553] Time 2.465 Data 0.000 Err 0.1728 top1 7.812 top5 0.000 | Epoch: [87][95/553] Time 2.476 Data 0.001 Err 0.2612 top1 6.250 top5 1.562 | Epoch: [87][96/553] Time 2.447 Data 0.001 Err 0.1856 top1 4.688 top5 1.562 | Epoch: [87][97/553] Time 2.449 Data 0.001 Err 0.2906 top1 7.812 top5 1.562 | Epoch: [87][98/553] Time 2.455 Data 0.001 Err 0.2703 top1 5.469 top5 3.125 | Epoch: [87][99/553] Time 2.473 Data 0.001 Err 0.3184 top1 10.156 top5 3.125 | Epoch: [87][100/553] Time 2.448 Data 0.001 Err 0.2831 top1 7.031 top5 3.125 | Epoch: [87][101/553] Time 2.469 Data 0.001 Err 0.2928 top1 8.594 top5 1.562 | Epoch: [87][102/553] Time 2.456 Data 0.001 Err 0.1878 top1 6.250 top5 2.344 | Epoch: [87][103/553] Time 2.495 Data 0.001 Err 0.1818 top1 3.906 top5 2.344 | Epoch: [87][104/553] Time 2.491 Data 0.001 Err 0.2670 top1 7.031 top5 2.344 | Epoch: [87][105/553] Time 2.464 Data 0.001 Err 0.3255 top1 8.594 top5 3.125 | Epoch: [87][106/553] Time 2.449 Data 0.001 Err 0.1086 top1 3.125 top5 0.781 | Epoch: [87][107/553] Time 2.484 Data 0.001 Err 0.1704 top1 4.688 top5 0.781 | Epoch: [87][108/553] Time 2.490 Data 0.004 Err 0.0776 top1 3.125 top5 0.000 | Epoch: [87][109/553] Time 2.477 Data 0.001 Err 0.1583 top1 4.688 top5 0.781 | Epoch: [87][110/553] Time 2.490 Data 0.001 Err 0.2885 top1 7.812 top5 3.125 | Epoch: [87][111/553] Time 2.525 Data 0.001 Err 0.0874 top1 0.781 top5 0.781 | Epoch: [87][112/553] Time 2.484 Data 0.001 Err 0.2530 top1 9.375 top5 2.344 | Epoch: [87][113/553] Time 2.448 Data 0.001 Err 0.3090 top1 8.594 top5 5.469 | Epoch: [87][114/553] Time 2.491 Data 0.001 Err 0.4327 top1 10.156 top5 3.906 | Epoch: [87][115/553] Time 2.455 Data 0.001 Err 0.1939 top1 6.250 top5 1.562 | Epoch: [87][116/553] Time 2.490 Data 0.001 Err 0.3174 top1 9.375 top5 2.344 | Epoch: [87][117/553] Time 2.439 Data 0.001 Err 0.3348 top1 10.156 top5 3.125 | Epoch: [87][118/553] Time 2.484 Data 0.001 Err 0.2177 top1 5.469 top5 1.562 | Epoch: [87][119/553] Time 2.463 Data 0.001 Err 0.3536 top1 10.156 top5 1.562 | Epoch: [87][120/553] Time 2.443 Data 0.001 Err 0.3355 top1 10.938 top5 2.344 | Epoch: [87][121/553] Time 2.516 Data 0.001 Err 0.1479 top1 3.125 top5 0.000 | Epoch: [87][122/553] Time 2.433 Data 0.001 Err 0.1531 top1 3.125 top5 1.562 | Epoch: [87][123/553] Time 2.477 Data 0.001 Err 0.2597 top1 6.250 top5 1.562 | Epoch: [87][124/553] Time 2.516 Data 0.001 Err 0.4168 top1 13.281 top5 5.469 | Epoch: [87][125/553] Time 2.474 Data 0.001 Err 0.2148 top1 8.594 top5 0.781 | Epoch: [87][126/553] Time 2.497 Data 0.001 Err 0.2726 top1 6.250 top5 2.344 | Epoch: [87][127/553] Time 2.451 Data 0.006 Err 0.2082 top1 6.250 top5 2.344 | Epoch: [87][128/553] Time 2.452 Data 0.001 Err 0.3119 top1 7.031 top5 3.906 | Epoch: [87][129/553] Time 2.452 Data 0.001 Err 0.2673 top1 7.031 top5 3.125 | Epoch: [87][130/553] Time 2.504 Data 0.001 Err 0.2327 top1 6.250 top5 1.562 | Epoch: [87][131/553] Time 2.520 Data 0.001 Err 0.3139 top1 7.812 top5 1.562 | Epoch: [87][132/553] Time 2.452 Data 0.001 Err 0.3935 top1 9.375 top5 3.906 | Epoch: [87][133/553] Time 2.466 Data 0.001 Err 0.1888 top1 3.906 top5 1.562 | Epoch: [87][134/553] Time 2.445 Data 0.001 Err 0.3123 top1 6.250 top5 3.906 | Epoch: [87][135/553] Time 2.475 Data 0.001 Err 0.2319 top1 7.031 top5 1.562 | Epoch: [87][136/553] Time 2.463 Data 0.001 Err 0.2293 top1 5.469 top5 0.000 | Epoch: [87][137/553] Time 2.474 Data 0.001 Err 0.2363 top1 7.812 top5 0.000 | Epoch: [87][138/553] Time 2.457 Data 0.001 Err 0.2032 top1 4.688 top5 1.562 | Epoch: [87][139/553] Time 2.441 Data 0.001 Err 0.2120 top1 7.031 top5 0.781 | Epoch: [87][140/553] Time 2.487 Data 0.001 Err 0.1933 top1 4.688 top5 1.562 | Epoch: [87][141/553] Time 2.506 Data 0.001 Err 0.0951 top1 3.125 top5 0.000 | Epoch: [87][142/553] Time 2.443 Data 0.001 Err 0.1917 top1 4.688 top5 0.000 | Epoch: [87][143/553] Time 2.443 Data 0.001 Err 0.2529 top1 6.250 top5 1.562 | Epoch: [87][144/553] Time 2.473 Data 0.001 Err 0.3019 top1 8.594 top5 4.688 | Epoch: [87][145/553] Time 2.460 Data 0.001 Err 0.3088 top1 8.594 top5 3.125 | Epoch: [87][146/553] Time 2.463 Data 0.003 Err 0.2803 top1 5.469 top5 2.344 | Epoch: [87][147/553] Time 2.432 Data 0.001 Err 0.1069 top1 1.562 top5 0.781 | Epoch: [87][148/553] Time 2.450 Data 0.001 Err 0.2137 top1 5.469 top5 2.344 | Epoch: [87][149/553] Time 2.465 Data 0.001 Err 0.1851 top1 5.469 top5 0.000 | Epoch: [87][150/553] Time 2.488 Data 0.001 Err 0.2005 top1 5.469 top5 1.562 | Epoch: [87][151/553] Time 2.483 Data 0.001 Err 0.2090 top1 5.469 top5 0.781 | Epoch: [87][152/553] Time 2.439 Data 0.001 Err 0.0872 top1 1.562 top5 0.000 | Epoch: [87][153/553] Time 2.446 Data 0.001 Err 0.1866 top1 5.469 top5 2.344 | Epoch: [87][154/553] Time 2.487 Data 0.001 Err 0.2899 top1 6.250 top5 2.344 | Epoch: [87][155/553] Time 2.477 Data 0.001 Err 0.2479 top1 6.250 top5 3.125 | Epoch: [87][156/553] Time 2.482 Data 0.001 Err 0.2396 top1 8.594 top5 0.781 | Epoch: [87][157/553] Time 2.461 Data 0.001 Err 0.2906 top1 8.594 top5 3.125 | Epoch: [87][158/553] Time 2.444 Data 0.001 Err 0.2153 top1 7.031 top5 1.562 | Epoch: [87][159/553] Time 2.482 Data 0.000 Err 0.2076 top1 5.469 top5 0.781 | Epoch: [87][160/553] Time 2.446 Data 0.001 Err 0.2496 top1 6.250 top5 2.344 | Epoch: [87][161/553] Time 2.489 Data 0.001 Err 0.1464 top1 3.125 top5 1.562 | Epoch: [87][162/553] Time 2.474 Data 0.001 Err 0.1590 top1 3.906 top5 0.000 | Epoch: [87][163/553] Time 2.480 Data 0.001 Err 0.2039 top1 6.250 top5 1.562 | Epoch: [87][164/553] Time 2.446 Data 0.001 Err 0.0823 top1 2.344 top5 0.000 | Epoch: [87][165/553] Time 2.471 Data 0.009 Err 0.3976 top1 10.938 top5 3.125 | Epoch: [87][166/553] Time 2.448 Data 0.001 Err 0.3650 top1 9.375 top5 3.906 | Epoch: [87][167/553] Time 2.485 Data 0.001 Err 0.3737 top1 7.031 top5 3.906 | Epoch: [87][168/553] Time 2.485 Data 0.001 Err 0.2109 top1 6.250 top5 1.562 | Epoch: [87][169/553] Time 2.467 Data 0.001 Err 0.1271 top1 2.344 top5 0.781 | Epoch: [87][170/553] Time 2.448 Data 0.000 Err 0.2316 top1 6.250 top5 0.781 | Epoch: [87][171/553] Time 2.442 Data 0.001 Err 0.2398 top1 3.906 top5 3.125 | Epoch: [87][172/553] Time 2.436 Data 0.001 Err 0.2513 top1 8.594 top5 1.562 | Epoch: [87][173/553] Time 2.479 Data 0.001 Err 0.1633 top1 2.344 top5 0.781 | Epoch: [87][174/553] Time 2.450 Data 0.001 Err 0.4000 top1 9.375 top5 3.125 | Epoch: [87][175/553] Time 2.476 Data 0.001 Err 0.2976 top1 5.469 top5 5.469 | Epoch: [87][176/553] Time 2.473 Data 0.001 Err 0.2005 top1 6.250 top5 2.344 | Epoch: [87][177/553] Time 2.459 Data 0.001 Err 0.1544 top1 3.906 top5 0.781 | Epoch: [87][178/553] Time 2.447 Data 0.001 Err 0.2237 top1 4.688 top5 1.562 | Epoch: [87][179/553] Time 2.483 Data 0.000 Err 0.2330 top1 7.812 top5 0.000 | Epoch: [87][180/553] Time 2.453 Data 0.001 Err 0.1572 top1 3.906 top5 0.781 | Epoch: [87][181/553] Time 2.448 Data 0.001 Err 0.3155 top1 8.594 top5 1.562 | Epoch: [87][182/553] Time 2.455 Data 0.001 Err 0.2471 top1 6.250 top5 3.125 | Epoch: [87][183/553] Time 2.484 Data 0.001 Err 0.2645 top1 7.031 top5 3.125 | Epoch: [87][184/553] Time 2.507 Data 0.004 Err 0.2157 top1 7.031 top5 2.344 | Epoch: [87][185/553] Time 2.453 Data 0.001 Err 0.2188 top1 5.469 top5 1.562 | Epoch: [87][186/553] Time 2.510 Data 0.001 Err 0.2312 top1 7.031 top5 1.562 | Epoch: [87][187/553] Time 2.452 Data 0.001 Err 0.3157 top1 7.031 top5 3.125 | Epoch: [87][188/553] Time 2.512 Data 0.001 Err 0.2192 top1 4.688 top5 0.781 | Epoch: [87][189/553] Time 2.484 Data 0.001 Err 0.1868 top1 3.906 top5 2.344 | Epoch: [87][190/553] Time 2.467 Data 0.001 Err 0.2339 top1 6.250 top5 1.562 | Epoch: [87][191/553] Time 2.441 Data 0.001 Err 0.2940 top1 9.375 top5 1.562 | Epoch: [87][192/553] Time 2.449 Data 0.001 Err 0.2807 top1 7.812 top5 1.562 | Epoch: [87][193/553] Time 2.491 Data 0.001 Err 0.3310 top1 8.594 top5 3.125 | Epoch: [87][194/553] Time 2.481 Data 0.001 Err 0.1737 top1 4.688 top5 0.781 | Epoch: [87][195/553] Time 2.486 Data 0.001 Err 0.1544 top1 4.688 top5 1.562 | Epoch: [87][196/553] Time 2.499 Data 0.001 Err 0.2027 top1 6.250 top5 0.781 | Epoch: [87][197/553] Time 2.473 Data 0.001 Err 0.1283 top1 5.469 top5 0.000 | Epoch: [87][198/553] Time 2.463 Data 0.001 Err 0.2639 top1 7.812 top5 1.562 | Epoch: [87][199/553] Time 2.445 Data 0.001 Err 0.2364 top1 6.250 top5 0.781 | Epoch: [87][200/553] Time 2.444 Data 0.001 Err 0.2241 top1 5.469 top5 2.344 | Epoch: [87][201/553] Time 2.490 Data 0.001 Err 0.2431 top1 5.469 top5 3.125 | Epoch: [87][202/553] Time 2.452 Data 0.001 Err 0.2519 top1 6.250 top5 1.562 | Epoch: [87][203/553] Time 2.456 Data 0.002 Err 0.1495 top1 5.469 top5 0.000 | Epoch: [87][204/553] Time 2.453 Data 0.001 Err 0.2086 top1 5.469 top5 0.781 | Epoch: [87][205/553] Time 2.511 Data 0.001 Err 0.2103 top1 4.688 top5 2.344 | Epoch: [87][206/553] Time 2.482 Data 0.001 Err 0.3294 top1 8.594 top5 3.125 | Epoch: [87][207/553] Time 2.453 Data 0.001 Err 0.1810 top1 4.688 top5 1.562 | Epoch: [87][208/553] Time 2.455 Data 0.000 Err 0.2006 top1 5.469 top5 1.562 | Epoch: [87][209/553] Time 2.480 Data 0.001 Err 0.2736 top1 5.469 top5 3.125 | Epoch: [87][210/553] Time 2.440 Data 0.001 Err 0.2792 top1 7.031 top5 2.344 | Epoch: [87][211/553] Time 2.449 Data 0.001 Err 0.2790 top1 7.031 top5 1.562 | Epoch: [87][212/553] Time 2.498 Data 0.001 Err 0.3535 top1 6.250 top5 3.906 | Epoch: [87][213/553] Time 2.527 Data 0.001 Err 0.2590 top1 8.594 top5 1.562 | Epoch: [87][214/553] Time 2.448 Data 0.001 Err 0.3762 top1 7.812 top5 3.125 | Epoch: [87][215/553] Time 2.456 Data 0.001 Err 0.1973 top1 6.250 top5 0.781 | Epoch: [87][216/553] Time 2.442 Data 0.001 Err 0.2511 top1 8.594 top5 0.000 | Epoch: [87][217/553] Time 2.437 Data 0.001 Err 0.5178 top1 15.625 top5 2.344 | Epoch: [87][218/553] Time 2.438 Data 0.001 Err 0.3094 top1 6.250 top5 3.125 | Epoch: [87][219/553] Time 2.497 Data 0.001 Err 0.1535 top1 3.125 top5 0.781 | Epoch: [87][220/553] Time 2.461 Data 0.000 Err 0.2183 top1 4.688 top5 1.562 | Epoch: [87][221/553] Time 2.455 Data 0.001 Err 0.1400 top1 3.906 top5 0.781 | Epoch: [87][222/553] Time 2.453 Data 0.001 Err 0.2097 top1 6.250 top5 0.000 | Epoch: [87][223/553] Time 2.483 Data 0.001 Err 0.1738 top1 3.906 top5 1.562 | Epoch: [87][224/553] Time 2.484 Data 0.001 Err 0.2139 top1 7.031 top5 0.781 | Epoch: [87][225/553] Time 2.498 Data 0.001 Err 0.1736 top1 3.906 top5 0.000 | Epoch: [87][226/553] Time 2.480 Data 0.001 Err 0.0745 top1 0.781 top5 0.000 | Epoch: [87][227/553] Time 2.528 Data 0.000 Err 0.2743 top1 5.469 top5 3.906 | Epoch: [87][228/553] Time 2.452 Data 0.001 Err 0.2592 top1 7.812 top5 1.562 | Epoch: [87][229/553] Time 2.448 Data 0.001 Err 0.2793 top1 7.031 top5 0.781 | Epoch: [87][230/553] Time 2.440 Data 0.001 Err 0.1564 top1 4.688 top5 0.781 | Epoch: [87][231/553] Time 2.443 Data 0.001 Err 0.2424 top1 4.688 top5 2.344 | Epoch: [87][232/553] Time 2.481 Data 0.001 Err 0.2759 top1 7.031 top5 3.125 | Epoch: [87][233/553] Time 2.454 Data 0.000 Err 0.2802 top1 4.688 top5 3.125 | Epoch: [87][234/553] Time 2.444 Data 0.000 Err 0.2992 top1 8.594 top5 3.125 | Epoch: [87][235/553] Time 2.456 Data 0.001 Err 0.2403 top1 7.031 top5 1.562 | Epoch: [87][236/553] Time 2.437 Data 0.001 Err 0.3050 top1 8.594 top5 1.562 | Epoch: [87][237/553] Time 2.452 Data 0.001 Err 0.2416 top1 6.250 top5 0.781 | Epoch: [87][238/553] Time 2.440 Data 0.001 Err 0.2666 top1 7.812 top5 1.562 | Epoch: [87][239/553] Time 2.452 Data 0.001 Err 0.2725 top1 7.031 top5 1.562 | Epoch: [87][240/553] Time 2.493 Data 0.001 Err 0.2520 top1 7.031 top5 3.125 | Epoch: [87][241/553] Time 2.507 Data 0.001 Err 0.3112 top1 7.031 top5 2.344 | Epoch: [87][242/553] Time 2.503 Data 0.001 Err 0.3292 top1 8.594 top5 2.344 | Epoch: [87][243/553] Time 2.461 Data 0.001 Err 0.1853 top1 7.031 top5 0.000 | Epoch: [87][244/553] Time 2.439 Data 0.001 Err 0.1996 top1 4.688 top5 2.344 | Epoch: [87][245/553] Time 2.439 Data 0.001 Err 0.2483 top1 8.594 top5 1.562 | Epoch: [87][246/553] Time 2.436 Data 0.001 Err 0.1586 top1 3.125 top5 0.781 | Epoch: [87][247/553] Time 2.445 Data 0.001 Err 0.2585 top1 6.250 top5 1.562 | Epoch: [87][248/553] Time 2.507 Data 0.000 Err 0.3519 top1 9.375 top5 3.125 | Epoch: [87][249/553] Time 2.491 Data 0.001 Err 0.2606 top1 5.469 top5 2.344 | Epoch: [87][250/553] Time 2.499 Data 0.002 Err 0.1912 top1 4.688 top5 1.562 | Epoch: [87][251/553] Time 2.486 Data 0.001 Err 0.1923 top1 5.469 top5 1.562 | Epoch: [87][252/553] Time 2.458 Data 0.000 Err 0.2686 top1 6.250 top5 2.344 | Epoch: [87][253/553] Time 2.503 Data 0.001 Err 0.2900 top1 9.375 top5 2.344 | Epoch: [87][254/553] Time 2.519 Data 0.001 Err 0.2247 top1 9.375 top5 0.781 | Epoch: [87][255/553] Time 2.480 Data 0.001 Err 0.3735 top1 9.375 top5 2.344 | Epoch: [87][256/553] Time 2.473 Data 0.001 Err 0.1809 top1 4.688 top5 0.000 | Epoch: [87][257/553] Time 2.435 Data 0.001 Err 0.2756 top1 5.469 top5 2.344 | Epoch: [87][258/553] Time 2.452 Data 0.001 Err 0.2953 top1 8.594 top5 2.344 | Epoch: [87][259/553] Time 2.470 Data 0.001 Err 0.3604 top1 7.812 top5 3.125 | Epoch: [87][260/553] Time 2.456 Data 0.005 Err 0.2455 top1 7.031 top5 2.344 | Epoch: [87][261/553] Time 2.500 Data 0.001 Err 0.3354 top1 8.594 top5 1.562 | Epoch: [87][262/553] Time 2.443 Data 0.001 Err 0.2762 top1 7.031 top5 3.125 | Epoch: [87][263/553] Time 2.481 Data 0.001 Err 0.2855 top1 7.031 top5 3.906 | Epoch: [87][264/553] Time 2.440 Data 0.001 Err 0.1356 top1 4.688 top5 0.000 | Epoch: [87][265/553] Time 2.468 Data 0.000 Err 0.2349 top1 5.469 top5 2.344 | Epoch: [87][266/553] Time 2.466 Data 0.001 Err 0.2817 top1 10.156 top5 2.344 | Epoch: [87][267/553] Time 2.476 Data 0.001 Err 0.3117 top1 10.156 top5 1.562 | Epoch: [87][268/553] Time 2.444 Data 0.001 Err 0.2844 top1 6.250 top5 1.562 | Epoch: [87][269/553] Time 2.470 Data 0.001 Err 0.3906 top1 10.156 top5 4.688 | Epoch: [87][270/553] Time 2.451 Data 0.001 Err 0.2011 top1 3.906 top5 1.562 | Epoch: [87][271/553] Time 2.482 Data 0.001 Err 0.1736 top1 5.469 top5 0.781 | Epoch: [87][272/553] Time 2.472 Data 0.001 Err 0.2261 top1 6.250 top5 3.125 | Epoch: [87][273/553] Time 2.487 Data 0.001 Err 0.1725 top1 3.125 top5 0.781 | Epoch: [87][274/553] Time 2.444 Data 0.001 Err 0.1883 top1 3.125 top5 2.344 | Epoch: [87][275/553] Time 2.493 Data 0.001 Err 0.1930 top1 5.469 top5 2.344 | Epoch: [87][276/553] Time 2.450 Data 0.001 Err 0.2675 top1 7.031 top5 1.562 | Epoch: [87][277/553] Time 2.474 Data 0.001 Err 0.1901 top1 4.688 top5 1.562 | Epoch: [87][278/553] Time 2.444 Data 0.001 Err 0.1659 top1 4.688 top5 0.781 | Epoch: [87][279/553] Time 2.495 Data 0.004 Err 0.2313 top1 7.031 top5 0.000 | Epoch: [87][280/553] Time 2.452 Data 0.001 Err 0.2064 top1 6.250 top5 1.562 | Epoch: [87][281/553] Time 2.486 Data 0.001 Err 0.1906 top1 6.250 top5 0.781 | Epoch: [87][282/553] Time 2.447 Data 0.001 Err 0.2181 top1 7.031 top5 1.562 | Epoch: [87][283/553] Time 2.486 Data 0.001 Err 0.2551 top1 5.469 top5 2.344 | Epoch: [87][284/553] Time 2.443 Data 0.001 Err 0.2557 top1 7.031 top5 1.562 | Epoch: [87][285/553] Time 2.482 Data 0.001 Err 0.3052 top1 6.250 top5 3.125 | Epoch: [87][286/553] Time 2.452 Data 0.001 Err 0.3808 top1 10.156 top5 3.125 | Epoch: [87][287/553] Time 2.516 Data 0.001 Err 0.3169 top1 7.812 top5 3.125 | Epoch: [87][288/553] Time 2.519 Data 0.001 Err 0.2614 top1 4.688 top5 3.125 | Epoch: [87][289/553] Time 2.524 Data 0.001 Err 0.1710 top1 3.906 top5 0.781 | Epoch: [87][290/553] Time 2.455 Data 0.001 Err 0.1845 top1 5.469 top5 0.000 | Epoch: [87][291/553] Time 2.478 Data 0.001 Err 0.3938 top1 8.594 top5 5.469 | Epoch: [87][292/553] Time 2.448 Data 0.001 Err 0.1849 top1 6.250 top5 0.781 | Epoch: [87][293/553] Time 2.475 Data 0.001 Err 0.3300 top1 9.375 top5 3.125 | Epoch: [87][294/553] Time 2.453 Data 0.001 Err 0.2683 top1 3.125 top5 0.781 | Epoch: [87][295/553] Time 2.453 Data 0.001 Err 0.1024 top1 3.125 top5 0.000 | Epoch: [87][296/553] Time 2.470 Data 0.000 Err 0.2697 top1 6.250 top5 0.781 | Epoch: [87][297/553] Time 2.513 Data 0.001 Err 0.2368 top1 6.250 top5 3.125 | Epoch: [87][298/553] Time 2.441 Data 0.003 Err 0.2937 top1 7.812 top5 2.344 | Epoch: [87][299/553] Time 2.462 Data 0.001 Err 0.3166 top1 10.156 top5 2.344 | Epoch: [87][300/553] Time 2.436 Data 0.001 Err 0.2385 top1 7.031 top5 1.562 | Epoch: [87][301/553] Time 2.453 Data 0.001 Err 0.2527 top1 7.031 top5 0.000 | Epoch: [87][302/553] Time 2.434 Data 0.001 Err 0.1952 top1 5.469 top5 0.781 | Epoch: [87][303/553] Time 2.510 Data 0.001 Err 0.1292 top1 2.344 top5 0.781 | Epoch: [87][304/553] Time 2.510 Data 0.001 Err 0.2691 top1 8.594 top5 1.562 | Epoch: [87][305/553] Time 2.502 Data 0.001 Err 0.2319 top1 7.812 top5 2.344 | Epoch: [87][306/553] Time 2.436 Data 0.001 Err 0.2022 top1 5.469 top5 1.562 | Epoch: [87][307/553] Time 2.432 Data 0.001 Err 0.0893 top1 2.344 top5 0.000 | Epoch: [87][308/553] Time 2.446 Data 0.001 Err 0.2061 top1 4.688 top5 2.344 | Epoch: [87][309/553] Time 2.482 Data 0.001 Err 0.3897 top1 7.812 top5 5.469 | Epoch: [87][310/553] Time 2.486 Data 0.001 Err 0.2215 top1 6.250 top5 1.562 | Epoch: [87][311/553] Time 2.440 Data 0.001 Err 0.2236 top1 6.250 top5 1.562 | Epoch: [87][312/553] Time 2.484 Data 0.001 Err 0.2347 top1 7.031 top5 1.562 | Epoch: [87][313/553] Time 2.467 Data 0.001 Err 0.2489 top1 6.250 top5 1.562 | Epoch: [87][314/553] Time 2.480 Data 0.001 Err 0.2271 top1 6.250 top5 1.562 | Epoch: [87][315/553] Time 2.450 Data 0.001 Err 0.2776 top1 7.031 top5 3.125 | Epoch: [87][316/553] Time 2.471 Data 0.001 Err 0.2237 top1 5.469 top5 2.344 | Epoch: [87][317/553] Time 2.467 Data 0.003 Err 0.2456 top1 7.031 top5 0.781 | Epoch: [87][318/553] Time 2.445 Data 0.001 Err 0.3145 top1 10.156 top5 3.906 | Epoch: [87][319/553] Time 2.498 Data 0.001 Err 0.2993 top1 7.031 top5 3.906 | Epoch: [87][320/553] Time 2.447 Data 0.001 Err 0.2579 top1 7.031 top5 1.562 | Epoch: [87][321/553] Time 2.464 Data 0.001 Err 0.2550 top1 8.594 top5 2.344 | Epoch: [87][322/553] Time 2.454 Data 0.001 Err 0.3154 top1 7.812 top5 3.906 | Epoch: [87][323/553] Time 2.434 Data 0.001 Err 0.3472 top1 9.375 top5 3.906 | Epoch: [87][324/553] Time 2.448 Data 0.001 Err 0.2597 top1 7.031 top5 1.562 | Epoch: [87][325/553] Time 2.476 Data 0.001 Err 0.2881 top1 8.594 top5 1.562 | Epoch: [87][326/553] Time 2.439 Data 0.001 Err 0.3518 top1 9.375 top5 3.125 | Epoch: [87][327/553] Time 2.449 Data 0.002 Err 0.2969 top1 6.250 top5 1.562 | Epoch: [87][328/553] Time 2.443 Data 0.001 Err 0.1898 top1 3.906 top5 0.781 | Epoch: [87][329/553] Time 2.477 Data 0.000 Err 0.2036 top1 3.906 top5 2.344 | Epoch: [87][330/553] Time 2.474 Data 0.001 Err 0.2112 top1 3.906 top5 2.344 | Epoch: [87][331/553] Time 2.485 Data 0.000 Err 0.1731 top1 5.469 top5 0.781 | Epoch: [87][332/553] Time 2.466 Data 0.001 Err 0.1212 top1 3.125 top5 0.781 | Epoch: [87][333/553] Time 2.515 Data 0.001 Err 0.2842 top1 6.250 top5 2.344 | Epoch: [87][334/553] Time 2.476 Data 0.001 Err 0.3004 top1 10.156 top5 0.781 | Epoch: [87][335/553] Time 2.436 Data 0.001 Err 0.0843 top1 2.344 top5 0.000 | Epoch: [87][336/553] Time 2.435 Data 0.001 Err 0.2349 top1 4.688 top5 0.781 | Epoch: [87][337/553] Time 2.467 Data 0.001 Err 0.2846 top1 6.250 top5 3.125 | Epoch: [87][338/553] Time 2.471 Data 0.001 Err 0.2741 top1 8.594 top5 1.562 | Epoch: [87][339/553] Time 2.443 Data 0.001 Err 0.1875 top1 3.125 top5 1.562 | Epoch: [87][340/553] Time 2.519 Data 0.001 Err 0.1792 top1 6.250 top5 0.000 | Epoch: [87][341/553] Time 2.460 Data 0.000 Err 0.1661 top1 4.688 top5 0.000 | Epoch: [87][342/553] Time 2.470 Data 0.001 Err 0.2050 top1 5.469 top5 0.781 | Epoch: [87][343/553] Time 2.487 Data 0.001 Err 0.2855 top1 5.469 top5 2.344 | Epoch: [87][344/553] Time 2.500 Data 0.001 Err 0.3913 top1 10.938 top5 3.906 | Epoch: [87][345/553] Time 2.435 Data 0.001 Err 0.1402 top1 3.125 top5 0.000 | Epoch: [87][346/553] Time 2.444 Data 0.001 Err 0.2376 top1 6.250 top5 1.562 | Epoch: [87][347/553] Time 2.451 Data 0.001 Err 0.2799 top1 4.688 top5 2.344 | Epoch: [87][348/553] Time 2.451 Data 0.001 Err 0.1402 top1 3.906 top5 0.000 | Epoch: [87][349/553] Time 2.496 Data 0.001 Err 0.2131 top1 6.250 top5 0.781 | Epoch: [87][350/553] Time 2.435 Data 0.001 Err 0.2777 top1 7.031 top5 3.125 | Epoch: [87][351/553] Time 2.445 Data 0.001 Err 0.1176 top1 3.906 top5 0.000 | Epoch: [87][352/553] Time 2.447 Data 0.001 Err 0.1919 top1 8.594 top5 0.781 | Epoch: [87][353/553] Time 2.478 Data 0.001 Err 0.1752 top1 6.250 top5 0.781 | Epoch: [87][354/553] Time 2.461 Data 0.001 Err 0.3190 top1 8.594 top5 3.906 | Epoch: [87][355/553] Time 2.460 Data 0.001 Err 0.2223 top1 5.469 top5 2.344 | Epoch: [87][356/553] Time 2.430 Data 0.001 Err 0.3114 top1 7.812 top5 3.125 | Epoch: [87][357/553] Time 2.434 Data 0.001 Err 0.1618 top1 3.906 top5 1.562 | Epoch: [87][358/553] Time 2.470 Data 0.001 Err 0.3484 top1 7.812 top5 3.125 | Epoch: [87][359/553] Time 2.480 Data 0.001 Err 0.2236 top1 4.688 top5 1.562 | Epoch: [87][360/553] Time 2.450 Data 0.001 Err 0.2941 top1 5.469 top5 2.344 | Epoch: [87][361/553] Time 2.445 Data 0.001 Err 0.2062 top1 4.688 top5 1.562 | Epoch: [87][362/553] Time 2.445 Data 0.001 Err 0.1257 top1 3.125 top5 0.781 | Epoch: [87][363/553] Time 2.441 Data 0.001 Err 0.1167 top1 3.125 top5 1.562 | Epoch: [87][364/553] Time 2.480 Data 0.001 Err 0.3050 top1 8.594 top5 0.781 | Epoch: [87][365/553] Time 2.459 Data 0.001 Err 0.1964 top1 4.688 top5 2.344 | Epoch: [87][366/553] Time 2.449 Data 0.001 Err 0.2903 top1 6.250 top5 2.344 | Epoch: [87][367/553] Time 2.512 Data 0.001 Err 0.3135 top1 9.375 top5 3.125 | Epoch: [87][368/553] Time 2.507 Data 0.001 Err 0.1955 top1 6.250 top5 0.781 | Epoch: [87][369/553] Time 2.490 Data 0.000 Err 0.2665 top1 7.031 top5 3.906 | Epoch: [87][370/553] Time 2.502 Data 0.001 Err 0.2786 top1 8.594 top5 1.562 | Epoch: [87][371/553] Time 2.495 Data 0.001 Err 0.1785 top1 4.688 top5 0.781 | Epoch: [87][372/553] Time 2.445 Data 0.001 Err 0.1347 top1 4.688 top5 0.000 | Epoch: [87][373/553] Time 2.470 Data 0.003 Err 0.2803 top1 6.250 top5 3.906 | Epoch: [87][374/553] Time 2.467 Data 0.002 Err 0.1885 top1 3.125 top5 2.344 | Epoch: [87][375/553] Time 2.461 Data 0.001 Err 0.1781 top1 2.344 top5 0.781 | Epoch: [87][376/553] Time 2.444 Data 0.001 Err 0.1357 top1 3.906 top5 0.781 | Epoch: [87][377/553] Time 2.468 Data 0.000 Err 0.1681 top1 4.688 top5 1.562 | Epoch: [87][378/553] Time 2.478 Data 0.001 Err 0.3500 top1 9.375 top5 3.125 | Epoch: [87][379/553] Time 2.480 Data 0.000 Err 0.3818 top1 10.938 top5 3.125 | Epoch: [87][380/553] Time 2.447 Data 0.001 Err 0.2391 top1 5.469 top5 1.562 | Epoch: [87][381/553] Time 2.479 Data 0.001 Err 0.2881 top1 7.812 top5 2.344 | Epoch: [87][382/553] Time 2.459 Data 0.001 Err 0.2560 top1 6.250 top5 2.344 | Epoch: [87][383/553] Time 2.444 Data 0.001 Err 0.1831 top1 3.125 top5 1.562 | Epoch: [87][384/553] Time 2.493 Data 0.001 Err 0.1513 top1 3.906 top5 0.781 | Epoch: [87][385/553] Time 2.471 Data 0.001 Err 0.2396 top1 7.031 top5 2.344 | Epoch: [87][386/553] Time 2.449 Data 0.001 Err 0.2474 top1 7.031 top5 1.562 | Epoch: [87][387/553] Time 2.446 Data 0.001 Err 0.2168 top1 6.250 top5 0.781 | Epoch: [87][388/553] Time 2.445 Data 0.001 Err 0.2091 top1 4.688 top5 3.125 | Epoch: [87][389/553] Time 2.447 Data 0.001 Err 0.2464 top1 7.031 top5 0.781 | Epoch: [87][390/553] Time 2.487 Data 0.001 Err 0.4647 top1 9.375 top5 3.906 | Epoch: [87][391/553] Time 2.465 Data 0.000 Err 0.1897 top1 5.469 top5 0.781 | Epoch: [87][392/553] Time 2.450 Data 0.001 Err 0.1570 top1 3.125 top5 0.781 | Epoch: [87][393/553] Time 2.485 Data 0.001 Err 0.2401 top1 4.688 top5 2.344 | Epoch: [87][394/553] Time 2.446 Data 0.000 Err 0.2975 top1 7.812 top5 4.688 | Epoch: [87][395/553] Time 2.443 Data 0.001 Err 0.2218 top1 5.469 top5 1.562 | Epoch: [87][396/553] Time 2.466 Data 0.001 Err 0.3646 top1 8.594 top5 5.469 | Epoch: [87][397/553] Time 2.442 Data 0.001 Err 0.2321 top1 6.250 top5 2.344 | Epoch: [87][398/553] Time 2.479 Data 0.001 Err 0.3258 top1 8.594 top5 3.125 | Epoch: [87][399/553] Time 2.432 Data 0.001 Err 0.1731 top1 4.688 top5 2.344 | Epoch: [87][400/553] Time 2.503 Data 0.001 Err 0.2739 top1 6.250 top5 3.906 | Epoch: [87][401/553] Time 2.436 Data 0.001 Err 0.2487 top1 6.250 top5 1.562 | Epoch: [87][402/553] Time 2.469 Data 0.008 Err 0.2624 top1 7.031 top5 3.125 | Epoch: [87][403/553] Time 2.471 Data 0.001 Err 0.2624 top1 8.594 top5 3.125 | Epoch: [87][404/553] Time 2.445 Data 0.000 Err 0.3829 top1 7.812 top5 4.688 | Epoch: [87][405/553] Time 2.471 Data 0.001 Err 0.2499 top1 6.250 top5 1.562 | Epoch: [87][406/553] Time 2.483 Data 0.001 Err 0.2031 top1 5.469 top5 0.781 | Epoch: [87][407/553] Time 2.452 Data 0.001 Err 0.2895 top1 9.375 top5 1.562 | Epoch: [87][408/553] Time 2.440 Data 0.001 Err 0.3440 top1 7.812 top5 3.906 | Epoch: [87][409/553] Time 2.475 Data 0.001 Err 0.1228 top1 3.906 top5 0.000 | Epoch: [87][410/553] Time 2.454 Data 0.001 Err 0.2707 top1 9.375 top5 1.562 | Epoch: [87][411/553] Time 2.481 Data 0.001 Err 0.2960 top1 5.469 top5 3.125 | Epoch: [87][412/553] Time 2.444 Data 0.001 Err 0.3177 top1 7.031 top5 3.125 | Epoch: [87][413/553] Time 2.506 Data 0.001 Err 0.2629 top1 7.812 top5 1.562 | Epoch: [87][414/553] Time 2.482 Data 0.001 Err 0.0776 top1 0.781 top5 0.000 | Epoch: [87][415/553] Time 2.466 Data 0.001 Err 0.3121 top1 9.375 top5 3.906 | Epoch: [87][416/553] Time 2.449 Data 0.000 Err 0.2875 top1 7.812 top5 3.906 | Epoch: [87][417/553] Time 2.455 Data 0.001 Err 0.1806 top1 4.688 top5 1.562 | Epoch: [87][418/553] Time 2.442 Data 0.001 Err 0.0780 top1 1.562 top5 0.000 | Epoch: [87][419/553] Time 2.436 Data 0.000 Err 0.2392 top1 4.688 top5 1.562 | Epoch: [87][420/553] Time 2.439 Data 0.001 Err 0.2791 top1 9.375 top5 1.562 | Epoch: [87][421/553] Time 2.435 Data 0.001 Err 0.2679 top1 8.594 top5 2.344 | Epoch: [87][422/553] Time 2.457 Data 0.001 Err 0.2023 top1 4.688 top5 1.562 | Epoch: [87][423/553] Time 2.440 Data 0.001 Err 0.1850 top1 6.250 top5 0.781 | Epoch: [87][424/553] Time 2.445 Data 0.001 Err 0.1014 top1 3.125 top5 0.000 | Epoch: [87][425/553] Time 2.445 Data 0.001 Err 0.2302 top1 5.469 top5 3.125 | Epoch: [87][426/553] Time 2.447 Data 0.001 Err 0.1022 top1 3.125 top5 0.000 | Epoch: [87][427/553] Time 2.453 Data 0.001 Err 0.1879 top1 6.250 top5 0.781 | Epoch: [87][428/553] Time 2.448 Data 0.001 Err 0.2983 top1 6.250 top5 3.125 | Epoch: [87][429/553] Time 2.452 Data 0.000 Err 0.2178 top1 5.469 top5 1.562 | Epoch: [87][430/553] Time 2.441 Data 0.001 Err 0.2985 top1 6.250 top5 3.906 | Epoch: [87][431/553] Time 2.441 Data 0.003 Err 0.2194 top1 3.906 top5 2.344 | Epoch: [87][432/553] Time 2.445 Data 0.000 Err 0.4431 top1 10.156 top5 5.469 | Epoch: [87][433/553] Time 2.438 Data 0.001 Err 0.3028 top1 7.031 top5 4.688 | Epoch: [87][434/553] Time 2.515 Data 0.001 Err 0.2024 top1 5.469 top5 1.562 | Epoch: [87][435/553] Time 2.439 Data 0.001 Err 0.1593 top1 4.688 top5 0.781 | Epoch: [87][436/553] Time 2.453 Data 0.001 Err 0.1821 top1 5.469 top5 0.781 | Epoch: [87][437/553] Time 2.443 Data 0.001 Err 0.4300 top1 14.062 top5 3.906 | Epoch: [87][438/553] Time 2.440 Data 0.001 Err 0.2502 top1 7.812 top5 2.344 | Epoch: [87][439/553] Time 2.482 Data 0.001 Err 0.1834 top1 6.250 top5 0.781 | Epoch: [87][440/553] Time 2.465 Data 0.001 Err 0.1615 top1 4.688 top5 0.781 | Epoch: [87][441/553] Time 2.444 Data 0.001 Err 0.1965 top1 4.688 top5 0.781 | Epoch: [87][442/553] Time 2.481 Data 0.000 Err 0.2952 top1 7.812 top5 3.125 | Epoch: [87][443/553] Time 2.442 Data 0.001 Err 0.3069 top1 10.156 top5 3.125 | Epoch: [87][444/553] Time 2.449 Data 0.001 Err 0.2135 top1 6.250 top5 0.781 | Epoch: [87][445/553] Time 2.448 Data 0.001 Err 0.3165 top1 7.812 top5 2.344 | Epoch: [87][446/553] Time 2.486 Data 0.001 Err 0.1816 top1 4.688 top5 0.781 | Epoch: [87][447/553] Time 2.435 Data 0.001 Err 0.2648 top1 6.250 top5 2.344 | Epoch: [87][448/553] Time 2.454 Data 0.001 Err 0.1097 top1 2.344 top5 0.000 | Epoch: [87][449/553] Time 2.436 Data 0.001 Err 0.2532 top1 7.031 top5 2.344 | Epoch: [87][450/553] Time 2.444 Data 0.003 Err 0.1772 top1 5.469 top5 0.000 | Epoch: [87][451/553] Time 2.481 Data 0.001 Err 0.1684 top1 3.906 top5 0.781 | Epoch: [87][452/553] Time 2.448 Data 0.001 Err 0.3048 top1 8.594 top5 2.344 | Epoch: [87][453/553] Time 2.482 Data 0.001 Err 0.3278 top1 8.594 top5 4.688 | Epoch: [87][454/553] Time 2.445 Data 0.000 Err 0.3964 top1 8.594 top5 3.906 | Epoch: [87][455/553] Time 2.444 Data 0.001 Err 0.1674 top1 3.906 top5 0.781 | Epoch: [87][456/553] Time 2.476 Data 0.001 Err 0.2608 top1 9.375 top5 2.344 | Epoch: [87][457/553] Time 2.438 Data 0.001 Err 0.2346 top1 7.031 top5 2.344 | Epoch: [87][458/553] Time 2.447 Data 0.001 Err 0.2859 top1 7.812 top5 1.562 | Epoch: [87][459/553] Time 2.441 Data 0.001 Err 0.2632 top1 7.812 top5 2.344 | Epoch: [87][460/553] Time 2.463 Data 0.001 Err 0.2596 top1 4.688 top5 3.906 | Epoch: [87][461/553] Time 2.445 Data 0.001 Err 0.1749 top1 4.688 top5 0.000 | Epoch: [87][462/553] Time 2.493 Data 0.001 Err 0.2153 top1 5.469 top5 2.344 | Epoch: [87][463/553] Time 2.451 Data 0.001 Err 0.2798 top1 7.812 top5 1.562 | Epoch: [87][464/553] Time 2.441 Data 0.000 Err 0.2635 top1 6.250 top5 3.125 | Epoch: [87][465/553] Time 2.438 Data 0.001 Err 0.2619 top1 6.250 top5 1.562 | Epoch: [87][466/553] Time 2.445 Data 0.001 Err 0.1653 top1 3.906 top5 0.000 | Epoch: [87][467/553] Time 2.470 Data 0.001 Err 0.1584 top1 2.344 top5 0.781 | Epoch: [87][468/553] Time 2.486 Data 0.001 Err 0.1923 top1 5.469 top5 0.781 | Epoch: [87][469/553] Time 2.481 Data 0.004 Err 0.3495 top1 10.156 top5 2.344 | Epoch: [87][470/553] Time 2.476 Data 0.001 Err 0.1635 top1 5.469 top5 0.781 | Epoch: [87][471/553] Time 2.462 Data 0.001 Err 0.2454 top1 8.594 top5 0.781 | Epoch: [87][472/553] Time 2.445 Data 0.000 Err 0.1476 top1 4.688 top5 0.781 | Epoch: [87][473/553] Time 2.454 Data 0.001 Err 0.1851 top1 5.469 top5 1.562 | Epoch: [87][474/553] Time 2.437 Data 0.001 Err 0.4246 top1 10.156 top5 3.906 | Epoch: [87][475/553] Time 2.471 Data 0.001 Err 0.2186 top1 5.469 top5 1.562 | Epoch: [87][476/553] Time 2.459 Data 0.001 Err 0.1745 top1 5.469 top5 0.781 | Epoch: [87][477/553] Time 2.439 Data 0.001 Err 0.2496 top1 4.688 top5 1.562 | Epoch: [87][478/553] Time 2.476 Data 0.001 Err 0.1729 top1 5.469 top5 1.562 | Epoch: [87][479/553] Time 2.445 Data 0.001 Err 0.1984 top1 7.031 top5 1.562 | Epoch: [87][480/553] Time 2.447 Data 0.001 Err 0.2951 top1 8.594 top5 1.562 | Epoch: [87][481/553] Time 2.445 Data 0.001 Err 0.1644 top1 4.688 top5 0.781 | Epoch: [87][482/553] Time 2.443 Data 0.001 Err 0.4133 top1 7.812 top5 4.688 | Epoch: [87][483/553] Time 2.472 Data 0.000 Err 0.1512 top1 3.906 top5 0.781 | Epoch: [87][484/553] Time 2.467 Data 0.001 Err 0.2819 top1 7.031 top5 0.781 | Epoch: [87][485/553] Time 2.444 Data 0.001 Err 0.3951 top1 11.719 top5 2.344 | Epoch: [87][486/553] Time 2.459 Data 0.001 Err 0.2344 top1 7.031 top5 0.781 | Epoch: [87][487/553] Time 2.446 Data 0.001 Err 0.2481 top1 6.250 top5 0.781 | Epoch: [87][488/553] Time 2.439 Data 0.001 Err 0.2690 top1 7.031 top5 1.562 | Epoch: [87][489/553] Time 2.434 Data 0.001 Err 0.2398 top1 6.250 top5 2.344 | Epoch: [87][490/553] Time 2.463 Data 0.001 Err 0.3959 top1 9.375 top5 3.906 | Epoch: [87][491/553] Time 2.500 Data 0.001 Err 0.1731 top1 5.469 top5 0.781 | Epoch: [87][492/553] Time 2.444 Data 0.001 Err 0.2576 top1 6.250 top5 1.562 | Epoch: [87][493/553] Time 2.451 Data 0.001 Err 0.1753 top1 3.906 top5 0.781 | Epoch: [87][494/553] Time 2.463 Data 0.001 Err 0.2859 top1 8.594 top5 3.906 | Epoch: [87][495/553] Time 2.464 Data 0.001 Err 0.2432 top1 6.250 top5 1.562 | Epoch: [87][496/553] Time 2.443 Data 0.001 Err 0.2742 top1 8.594 top5 1.562 | Epoch: [87][497/553] Time 2.458 Data 0.001 Err 0.3305 top1 9.375 top5 3.906 | Epoch: [87][498/553] Time 2.436 Data 0.001 Err 0.1464 top1 4.688 top5 0.781 | Epoch: [87][499/553] Time 2.514 Data 0.001 Err 0.3519 top1 7.812 top5 3.906 | Epoch: [87][500/553] Time 2.459 Data 0.001 Err 0.2450 top1 5.469 top5 2.344 | Epoch: [87][501/553] Time 2.452 Data 0.001 Err 0.1922 top1 7.031 top5 0.000 | Epoch: [87][502/553] Time 2.434 Data 0.001 Err 0.2527 top1 7.812 top5 0.781 | Epoch: [87][503/553] Time 2.479 Data 0.001 Err 0.2001 top1 5.469 top5 1.562 | Epoch: [87][504/553] Time 2.437 Data 0.001 Err 0.3653 top1 11.719 top5 2.344 | Epoch: [87][505/553] Time 2.458 Data 0.001 Err 0.2954 top1 7.812 top5 3.906 | Epoch: [87][506/553] Time 2.443 Data 0.001 Err 0.3218 top1 8.594 top5 2.344 | Epoch: [87][507/553] Time 2.464 Data 0.001 Err 0.1996 top1 4.688 top5 2.344 | Epoch: [87][508/553] Time 2.515 Data 0.001 Err 0.3281 top1 7.031 top5 3.906 | Epoch: [87][509/553] Time 2.448 Data 0.001 Err 0.1507 top1 3.906 top5 0.781 | Epoch: [87][510/553] Time 2.487 Data 0.001 Err 0.2014 top1 4.688 top5 3.125 | Epoch: [87][511/553] Time 2.474 Data 0.001 Err 0.3388 top1 7.812 top5 3.125 | Epoch: [87][512/553] Time 2.472 Data 0.001 Err 0.2139 top1 4.688 top5 1.562 | Epoch: [87][513/553] Time 2.440 Data 0.001 Err 0.2119 top1 6.250 top5 2.344 | Epoch: [87][514/553] Time 2.505 Data 0.001 Err 0.2606 top1 6.250 top5 1.562 | Epoch: [87][515/553] Time 2.449 Data 0.001 Err 0.2041 top1 4.688 top5 1.562 | Epoch: [87][516/553] Time 2.443 Data 0.001 Err 0.1466 top1 4.688 top5 0.000 | Epoch: [87][517/553] Time 2.445 Data 0.001 Err 0.2282 top1 6.250 top5 1.562 | Epoch: [87][518/553] Time 2.483 Data 0.001 Err 0.2277 top1 7.031 top5 0.000 | Epoch: [87][519/553] Time 2.440 Data 0.000 Err 0.2888 top1 7.812 top5 3.125 | Epoch: [87][520/553] Time 2.501 Data 0.001 Err 0.1287 top1 5.469 top5 0.781 | Epoch: [87][521/553] Time 2.454 Data 0.001 Err 0.3469 top1 9.375 top5 3.906 | Epoch: [87][522/553] Time 2.472 Data 0.001 Err 0.3353 top1 10.938 top5 2.344 | Epoch: [87][523/553] Time 2.456 Data 0.001 Err 0.1413 top1 2.344 top5 1.562 | Epoch: [87][524/553] Time 2.437 Data 0.001 Err 0.1773 top1 6.250 top5 0.781 | Epoch: [87][525/553] Time 2.444 Data 0.001 Err 0.2937 top1 8.594 top5 3.125 | Epoch: [87][526/553] Time 2.439 Data 0.001 Err 0.2000 top1 5.469 top5 1.562 | Epoch: [87][527/553] Time 2.437 Data 0.000 Err 0.2449 top1 7.031 top5 1.562 | Epoch: [87][528/553] Time 2.468 Data 0.001 Err 0.2012 top1 7.031 top5 1.562 | Epoch: [87][529/553] Time 2.516 Data 0.001 Err 0.2341 top1 7.812 top5 0.781 | Epoch: [87][530/553] Time 2.451 Data 0.001 Err 0.2980 top1 7.812 top5 1.562 | Epoch: [87][531/553] Time 2.446 Data 0.000 Err 0.2273 top1 7.812 top5 0.781 | Epoch: [87][532/553] Time 2.436 Data 0.001 Err 0.2905 top1 7.812 top5 3.125 | Epoch: [87][533/553] Time 2.436 Data 0.001 Err 0.1319 top1 3.125 top5 0.000 | Epoch: [87][534/553] Time 2.476 Data 0.001 Err 0.2579 top1 7.031 top5 1.562 | Epoch: [87][535/553] Time 2.458 Data 0.001 Err 0.2176 top1 4.688 top5 1.562 | Epoch: [87][536/553] Time 2.446 Data 0.001 Err 0.0935 top1 1.562 top5 0.000 | Epoch: [87][537/553] Time 2.470 Data 0.001 Err 0.2323 top1 7.031 top5 1.562 | Epoch: [87][538/553] Time 2.436 Data 0.001 Err 0.2198 top1 7.031 top5 1.562 | Epoch: [87][539/553] Time 2.517 Data 0.001 Err 0.3843 top1 7.812 top5 5.469 | Epoch: [87][540/553] Time 2.485 Data 0.000 Err 0.2149 top1 4.688 top5 0.781 | Epoch: [87][541/553] Time 2.459 Data 0.001 Err 0.2871 top1 6.250 top5 3.906 | Epoch: [87][542/553] Time 2.479 Data 0.001 Err 0.1334 top1 2.344 top5 0.781 | Epoch: [87][543/553] Time 2.441 Data 0.000 Err 0.2868 top1 7.812 top5 1.562 | Epoch: [87][544/553] Time 2.462 Data 0.000 Err 0.3202 top1 8.594 top5 0.781 | Epoch: [87][545/553] Time 2.451 Data 0.000 Err 0.2809 top1 7.812 top5 2.344 | Epoch: [87][546/553] Time 2.443 Data 0.000 Err 0.1776 top1 5.469 top5 0.000 | Epoch: [87][547/553] Time 2.482 Data 0.000 Err 0.1502 top1 3.125 top5 1.562 | Epoch: [87][548/553] Time 2.482 Data 0.000 Err 0.2241 top1 6.250 top5 2.344 | Epoch: [87][549/553] Time 2.453 Data 0.000 Err 0.2820 top1 6.250 top5 2.344 | Epoch: [87][550/553] Time 2.450 Data 0.000 Err 0.2885 top1 7.031 top5 2.344 | Epoch: [87][551/553] Time 2.440 Data 0.000 Err 0.1850 top1 4.688 top5 0.781 | Epoch: [87][552/553] Time 2.435 Data 0.000 Err 0.4150 top1 8.594 top5 3.125 | Epoch: [87][553/553] Time 1.032 Data 0.003 Err 0.5590 top1 11.364 top5 2.273 | Test: [87][1/198] Time 2.317 Data 1.597 top1 8.594 ( 8.594) top5 1.562 ( 1.562) | Test: [87][2/198] Time 0.728 Data 0.001 top1 11.719 ( 10.156) top5 1.562 ( 1.562) | Test: [87][3/198] Time 0.713 Data 0.000 top1 12.500 ( 10.938) top5 3.125 ( 2.083) | Test: [87][4/198] Time 0.721 Data 0.001 top1 14.844 ( 11.914) top5 3.125 ( 2.344) | Test: [87][5/198] Time 0.716 Data 0.001 top1 9.375 ( 11.406) top5 2.344 ( 2.344) | Test: [87][6/198] Time 0.726 Data 0.001 top1 14.062 ( 11.849) top5 1.562 ( 2.214) | Test: [87][7/198] Time 0.716 Data 0.001 top1 12.500 ( 11.942) top5 3.125 ( 2.344) | Test: [87][8/198] Time 0.728 Data 0.000 top1 8.594 ( 11.523) top5 0.781 ( 2.148) | Test: [87][9/198] Time 0.720 Data 0.001 top1 14.062 ( 11.806) top5 3.125 ( 2.257) | Test: [87][10/198] Time 0.736 Data 0.001 top1 14.062 ( 12.031) top5 3.125 ( 2.344) | Test: [87][11/198] Time 0.724 Data 0.001 top1 14.844 ( 12.287) top5 2.344 ( 2.344) | Test: [87][12/198] Time 0.737 Data 0.001 top1 9.375 ( 12.044) top5 2.344 ( 2.344) | Test: [87][13/198] Time 0.719 Data 0.001 top1 7.031 ( 11.659) top5 1.562 ( 2.284) | Test: [87][14/198] Time 0.725 Data 0.001 top1 15.625 ( 11.942) top5 3.125 ( 2.344) | Test: [87][15/198] Time 0.715 Data 0.001 top1 16.406 ( 12.240) top5 3.906 ( 2.448) | Test: [87][16/198] Time 0.719 Data 0.001 top1 12.500 ( 12.256) top5 1.562 ( 2.393) | Test: [87][17/198] Time 0.713 Data 0.001 top1 17.188 ( 12.546) top5 3.125 ( 2.436) | Test: [87][18/198] Time 0.720 Data 0.001 top1 10.938 ( 12.457) top5 0.000 ( 2.300) | Test: [87][19/198] Time 0.722 Data 0.001 top1 14.844 ( 12.582) top5 1.562 ( 2.262) | Test: [87][20/198] Time 0.724 Data 0.001 top1 17.969 ( 12.852) top5 0.781 ( 2.188) | Test: [87][21/198] Time 0.771 Data 0.001 top1 10.156 ( 12.723) top5 2.344 ( 2.195) | Test: [87][22/198] Time 0.741 Data 0.001 top1 14.062 ( 12.784) top5 3.125 ( 2.237) | Test: [87][23/198] Time 0.733 Data 0.000 top1 13.281 ( 12.806) top5 3.125 ( 2.276) | Test: [87][24/198] Time 0.728 Data 0.001 top1 8.594 ( 12.630) top5 2.344 ( 2.279) | Test: [87][25/198] Time 0.727 Data 0.001 top1 9.375 ( 12.500) top5 1.562 ( 2.250) | Test: [87][26/198] Time 0.722 Data 0.001 top1 15.625 ( 12.620) top5 5.469 ( 2.374) | Test: [87][27/198] Time 0.737 Data 0.001 top1 14.062 ( 12.674) top5 5.469 ( 2.488) | Test: [87][28/198] Time 0.732 Data 0.007 top1 14.844 ( 12.751) top5 3.125 ( 2.511) | Test: [87][29/198] Time 0.722 Data 0.001 top1 8.594 ( 12.608) top5 2.344 ( 2.505) | Test: [87][30/198] Time 0.726 Data 0.002 top1 7.812 ( 12.448) top5 0.781 ( 2.448) | Test: [87][31/198] Time 0.746 Data 0.001 top1 15.625 ( 12.550) top5 1.562 ( 2.419) | Test: [87][32/198] Time 0.725 Data 0.001 top1 15.625 ( 12.646) top5 3.906 ( 2.466) | Test: [87][33/198] Time 0.792 Data 0.001 top1 17.188 ( 12.784) top5 6.250 ( 2.580) | Test: [87][34/198] Time 0.728 Data 0.000 top1 10.156 ( 12.707) top5 2.344 ( 2.574) | Test: [87][35/198] Time 0.722 Data 0.001 top1 14.062 ( 12.746) top5 2.344 ( 2.567) | Test: [87][36/198] Time 0.757 Data 0.001 top1 6.250 ( 12.565) top5 0.781 ( 2.517) | Test: [87][37/198] Time 0.722 Data 0.001 top1 9.375 ( 12.479) top5 0.000 ( 2.449) | Test: [87][38/198] Time 0.716 Data 0.002 top1 11.719 ( 12.459) top5 2.344 ( 2.447) | Test: [87][39/198] Time 0.716 Data 0.001 top1 10.938 ( 12.420) top5 4.688 ( 2.504) | Test: [87][40/198] Time 0.718 Data 0.001 top1 12.500 ( 12.422) top5 2.344 ( 2.500) | Test: [87][41/198] Time 0.736 Data 0.003 top1 17.188 ( 12.538) top5 3.125 ( 2.515) | Test: [87][42/198] Time 0.784 Data 0.001 top1 6.250 ( 12.388) top5 0.781 ( 2.474) | Test: [87][43/198] Time 0.732 Data 0.001 top1 13.281 ( 12.409) top5 1.562 ( 2.453) | Test: [87][44/198] Time 0.734 Data 0.001 top1 17.188 ( 12.518) top5 4.688 ( 2.504) | Test: [87][45/198] Time 0.732 Data 0.001 top1 14.062 ( 12.552) top5 2.344 ( 2.500) | Test: [87][46/198] Time 0.723 Data 0.001 top1 10.938 ( 12.517) top5 1.562 ( 2.480) | Test: [87][47/198] Time 0.719 Data 0.001 top1 10.938 ( 12.483) top5 0.781 ( 2.443) | Test: [87][48/198] Time 0.722 Data 0.002 top1 10.156 ( 12.435) top5 2.344 ( 2.441) | Test: [87][49/198] Time 0.772 Data 0.001 top1 5.469 ( 12.293) top5 1.562 ( 2.423) | Test: [87][50/198] Time 0.728 Data 0.001 top1 12.500 ( 12.297) top5 4.688 ( 2.469) | Test: [87][51/198] Time 0.723 Data 0.001 top1 12.500 ( 12.301) top5 1.562 ( 2.451) | Test: [87][52/198] Time 0.737 Data 0.001 top1 14.844 ( 12.350) top5 3.125 ( 2.464) | Test: [87][53/198] Time 0.719 Data 0.001 top1 12.500 ( 12.353) top5 1.562 ( 2.447) | Test: [87][54/198] Time 0.728 Data 0.001 top1 14.844 ( 12.399) top5 7.031 ( 2.532) | Test: [87][55/198] Time 0.737 Data 0.001 top1 14.062 ( 12.429) top5 3.906 ( 2.557) | Test: [87][56/198] Time 0.721 Data 0.000 top1 14.062 ( 12.458) top5 2.344 ( 2.553) | Test: [87][57/198] Time 0.722 Data 0.001 top1 14.844 ( 12.500) top5 3.906 ( 2.577) | Test: [87][58/198] Time 0.714 Data 0.001 top1 14.062 ( 12.527) top5 2.344 ( 2.573) | Test: [87][59/198] Time 0.728 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 2.569) | Test: [87][60/198] Time 0.717 Data 0.001 top1 13.281 ( 12.513) top5 0.781 ( 2.539) | Test: [87][61/198] Time 0.718 Data 0.001 top1 14.062 ( 12.538) top5 2.344 ( 2.536) | Test: [87][62/198] Time 0.721 Data 0.001 top1 12.500 ( 12.538) top5 3.906 ( 2.558) | Test: [87][63/198] Time 0.718 Data 0.001 top1 10.156 ( 12.500) top5 4.688 ( 2.592) | Test: [87][64/198] Time 0.726 Data 0.001 top1 10.938 ( 12.476) top5 3.125 ( 2.600) | Test: [87][65/198] Time 0.728 Data 0.001 top1 11.719 ( 12.464) top5 0.781 ( 2.572) | Test: [87][66/198] Time 0.726 Data 0.001 top1 7.031 ( 12.382) top5 0.781 ( 2.545) | Test: [87][67/198] Time 0.716 Data 0.001 top1 12.500 ( 12.383) top5 5.469 ( 2.589) | Test: [87][68/198] Time 0.730 Data 0.001 top1 10.156 ( 12.351) top5 3.906 ( 2.608) | Test: [87][69/198] Time 0.721 Data 0.001 top1 15.625 ( 12.398) top5 4.688 ( 2.638) | Test: [87][70/198] Time 0.743 Data 0.001 top1 13.281 ( 12.411) top5 2.344 ( 2.634) | Test: [87][71/198] Time 0.732 Data 0.001 top1 9.375 ( 12.368) top5 2.344 ( 2.630) | Test: [87][72/198] Time 0.738 Data 0.001 top1 9.375 ( 12.326) top5 1.562 ( 2.615) | Test: [87][73/198] Time 0.734 Data 0.001 top1 21.875 ( 12.457) top5 3.906 ( 2.633) | Test: [87][74/198] Time 0.727 Data 0.001 top1 9.375 ( 12.416) top5 3.906 ( 2.650) | Test: [87][75/198] Time 0.735 Data 0.001 top1 10.938 ( 12.396) top5 3.125 ( 2.656) | Test: [87][76/198] Time 0.723 Data 0.001 top1 9.375 ( 12.356) top5 2.344 ( 2.652) | Test: [87][77/198] Time 0.728 Data 0.001 top1 11.719 ( 12.348) top5 4.688 ( 2.679) | Test: [87][78/198] Time 0.723 Data 0.001 top1 12.500 ( 12.350) top5 3.125 ( 2.684) | Test: [87][79/198] Time 0.770 Data 0.001 top1 10.156 ( 12.322) top5 2.344 ( 2.680) | Test: [87][80/198] Time 0.722 Data 0.000 top1 13.281 ( 12.334) top5 1.562 ( 2.666) | Test: [87][81/198] Time 0.740 Data 0.001 top1 5.469 ( 12.249) top5 0.781 ( 2.643) | Test: [87][82/198] Time 0.720 Data 0.001 top1 11.719 ( 12.243) top5 1.562 ( 2.630) | Test: [87][83/198] Time 0.717 Data 0.001 top1 10.938 ( 12.227) top5 1.562 ( 2.617) | Test: [87][84/198] Time 0.721 Data 0.001 top1 8.594 ( 12.184) top5 3.125 ( 2.623) | Test: [87][85/198] Time 0.720 Data 0.001 top1 10.938 ( 12.169) top5 2.344 ( 2.619) | Test: [87][86/198] Time 0.716 Data 0.001 top1 17.969 ( 12.237) top5 3.125 ( 2.625) | Test: [87][87/198] Time 0.723 Data 0.001 top1 17.188 ( 12.293) top5 1.562 ( 2.613) | Test: [87][88/198] Time 0.715 Data 0.001 top1 10.156 ( 12.269) top5 1.562 ( 2.601) | Test: [87][89/198] Time 0.723 Data 0.001 top1 10.938 ( 12.254) top5 3.125 ( 2.607) | Test: [87][90/198] Time 0.719 Data 0.001 top1 12.500 ( 12.257) top5 5.469 ( 2.639) | Test: [87][91/198] Time 0.717 Data 0.001 top1 9.375 ( 12.225) top5 3.906 ( 2.653) | Test: [87][92/198] Time 0.716 Data 0.001 top1 17.969 ( 12.288) top5 2.344 ( 2.649) | Test: [87][93/198] Time 0.802 Data 0.001 top1 10.156 ( 12.265) top5 0.781 ( 2.629) | Test: [87][94/198] Time 0.724 Data 0.001 top1 11.719 ( 12.259) top5 5.469 ( 2.660) | Test: [87][95/198] Time 0.792 Data 0.001 top1 13.281 ( 12.270) top5 3.906 ( 2.673) | Test: [87][96/198] Time 0.757 Data 0.000 top1 14.062 ( 12.288) top5 1.562 ( 2.661) | Test: [87][97/198] Time 0.791 Data 0.001 top1 6.250 ( 12.226) top5 2.344 ( 2.658) | Test: [87][98/198] Time 0.793 Data 0.001 top1 9.375 ( 12.197) top5 0.781 ( 2.639) | Test: [87][99/198] Time 0.780 Data 0.001 top1 11.719 ( 12.192) top5 3.125 ( 2.644) | Test: [87][100/198] Time 0.723 Data 0.001 top1 6.250 ( 12.133) top5 0.000 ( 2.617) | Test: [87][101/198] Time 0.728 Data 0.004 top1 12.500 ( 12.136) top5 5.469 ( 2.645) | Test: [87][102/198] Time 0.720 Data 0.001 top1 9.375 ( 12.109) top5 2.344 ( 2.642) | Test: [87][103/198] Time 0.725 Data 0.002 top1 13.281 ( 12.121) top5 1.562 ( 2.632) | Test: [87][104/198] Time 0.827 Data 0.001 top1 10.938 ( 12.109) top5 0.781 ( 2.614) | Test: [87][105/198] Time 0.730 Data 0.001 top1 10.156 ( 12.091) top5 1.562 ( 2.604) | Test: [87][106/198] Time 0.831 Data 0.001 top1 14.844 ( 12.117) top5 0.781 ( 2.587) | Test: [87][107/198] Time 0.731 Data 0.001 top1 11.719 ( 12.113) top5 0.781 ( 2.570) | Test: [87][108/198] Time 0.801 Data 0.001 top1 10.938 ( 12.102) top5 0.781 ( 2.554) | Test: [87][109/198] Time 0.732 Data 0.001 top1 16.406 ( 12.142) top5 3.906 ( 2.566) | Test: [87][110/198] Time 0.744 Data 0.005 top1 14.062 ( 12.159) top5 1.562 ( 2.557) | Test: [87][111/198] Time 0.716 Data 0.001 top1 10.938 ( 12.148) top5 1.562 ( 2.548) | Test: [87][112/198] Time 0.719 Data 0.001 top1 11.719 ( 12.144) top5 3.906 ( 2.560) | Test: [87][113/198] Time 0.712 Data 0.001 top1 9.375 ( 12.120) top5 0.000 ( 2.537) | Test: [87][114/198] Time 0.745 Data 0.001 top1 10.156 ( 12.103) top5 1.562 ( 2.529) | Test: [87][115/198] Time 0.723 Data 0.001 top1 17.188 ( 12.147) top5 1.562 ( 2.520) | Test: [87][116/198] Time 0.724 Data 0.001 top1 8.594 ( 12.116) top5 0.781 ( 2.505) | Test: [87][117/198] Time 0.724 Data 0.001 top1 12.500 ( 12.119) top5 4.688 ( 2.524) | Test: [87][118/198] Time 0.722 Data 0.000 top1 13.281 ( 12.129) top5 3.125 ( 2.529) | Test: [87][119/198] Time 0.721 Data 0.000 top1 10.938 ( 12.119) top5 3.906 ( 2.541) | Test: [87][120/198] Time 0.718 Data 0.000 top1 16.406 ( 12.155) top5 1.562 ( 2.533) | Test: [87][121/198] Time 0.721 Data 0.001 top1 8.594 ( 12.126) top5 0.000 ( 2.512) | Test: [87][122/198] Time 0.773 Data 0.001 top1 11.719 ( 12.122) top5 3.125 ( 2.517) | Test: [87][123/198] Time 0.736 Data 0.001 top1 14.062 ( 12.138) top5 1.562 ( 2.509) | Test: [87][124/198] Time 0.824 Data 0.001 top1 12.500 ( 12.141) top5 3.906 ( 2.520) | Test: [87][125/198] Time 0.862 Data 0.001 top1 9.375 ( 12.119) top5 3.125 ( 2.525) | Test: [87][126/198] Time 0.811 Data 0.001 top1 19.531 ( 12.178) top5 3.125 ( 2.530) | Test: [87][127/198] Time 0.826 Data 0.001 top1 13.281 ( 12.186) top5 1.562 ( 2.522) | Test: [87][128/198] Time 0.795 Data 0.001 top1 9.375 ( 12.164) top5 0.781 ( 2.509) | Test: [87][129/198] Time 0.754 Data 0.001 top1 12.500 ( 12.167) top5 2.344 ( 2.507) | Test: [87][130/198] Time 0.717 Data 0.001 top1 9.375 ( 12.145) top5 2.344 ( 2.506) | Test: [87][131/198] Time 0.717 Data 0.001 top1 11.719 ( 12.142) top5 1.562 ( 2.499) | Test: [87][132/198] Time 0.719 Data 0.001 top1 14.062 ( 12.157) top5 2.344 ( 2.498) | Test: [87][133/198] Time 0.821 Data 0.001 top1 12.500 ( 12.159) top5 2.344 ( 2.496) | Test: [87][134/198] Time 0.729 Data 0.001 top1 10.156 ( 12.144) top5 1.562 ( 2.490) | Test: [87][135/198] Time 0.834 Data 0.002 top1 7.031 ( 12.106) top5 2.344 ( 2.488) | Test: [87][136/198] Time 0.831 Data 0.001 top1 11.719 ( 12.104) top5 2.344 ( 2.487) | Test: [87][137/198] Time 0.725 Data 0.000 top1 6.250 ( 12.061) top5 2.344 ( 2.486) | Test: [87][138/198] Time 0.738 Data 0.001 top1 13.281 ( 12.070) top5 3.906 ( 2.497) | Test: [87][139/198] Time 0.731 Data 0.000 top1 13.281 ( 12.078) top5 0.781 ( 2.484) | Test: [87][140/198] Time 0.728 Data 0.000 top1 9.375 ( 12.059) top5 2.344 ( 2.483) | Test: [87][141/198] Time 0.724 Data 0.000 top1 14.062 ( 12.073) top5 3.125 ( 2.488) | Test: [87][142/198] Time 0.718 Data 0.000 top1 14.844 ( 12.093) top5 3.125 ( 2.492) | Test: [87][143/198] Time 0.719 Data 0.001 top1 15.625 ( 12.118) top5 0.781 ( 2.480) | Test: [87][144/198] Time 0.716 Data 0.000 top1 15.625 ( 12.142) top5 3.125 ( 2.485) | Test: [87][145/198] Time 0.722 Data 0.001 top1 10.156 ( 12.128) top5 3.906 ( 2.495) | Test: [87][146/198] Time 0.724 Data 0.001 top1 13.281 ( 12.136) top5 3.125 ( 2.499) | Test: [87][147/198] Time 0.723 Data 0.001 top1 11.719 ( 12.133) top5 3.906 ( 2.509) | Test: [87][148/198] Time 0.752 Data 0.001 top1 11.719 ( 12.130) top5 3.906 ( 2.518) | Test: [87][149/198] Time 0.753 Data 0.000 top1 10.156 ( 12.117) top5 0.781 ( 2.506) | Test: [87][150/198] Time 0.751 Data 0.001 top1 14.062 ( 12.130) top5 5.469 ( 2.526) | Test: [87][151/198] Time 0.720 Data 0.001 top1 10.938 ( 12.122) top5 1.562 ( 2.520) | Test: [87][152/198] Time 0.717 Data 0.001 top1 11.719 ( 12.120) top5 3.125 ( 2.524) | Test: [87][153/198] Time 0.710 Data 0.001 top1 15.625 ( 12.143) top5 1.562 ( 2.517) | Test: [87][154/198] Time 0.716 Data 0.001 top1 17.188 ( 12.175) top5 3.125 ( 2.521) | Test: [87][155/198] Time 0.722 Data 0.001 top1 19.531 ( 12.223) top5 1.562 ( 2.515) | Test: [87][156/198] Time 0.792 Data 0.001 top1 13.281 ( 12.230) top5 3.125 ( 2.519) | Test: [87][157/198] Time 0.734 Data 0.001 top1 16.406 ( 12.256) top5 0.781 ( 2.508) | Test: [87][158/198] Time 0.739 Data 0.001 top1 14.844 ( 12.273) top5 2.344 ( 2.507) | Test: [87][159/198] Time 0.802 Data 0.001 top1 15.625 ( 12.294) top5 7.031 ( 2.535) | Test: [87][160/198] Time 0.733 Data 0.001 top1 8.594 ( 12.271) top5 0.781 ( 2.524) | Test: [87][161/198] Time 0.728 Data 0.001 top1 17.188 ( 12.301) top5 3.906 ( 2.533) | Test: [87][162/198] Time 0.758 Data 0.001 top1 12.500 ( 12.302) top5 1.562 ( 2.527) | Test: [87][163/198] Time 0.724 Data 0.001 top1 11.719 ( 12.299) top5 3.906 ( 2.535) | Test: [87][164/198] Time 0.748 Data 0.001 top1 7.812 ( 12.271) top5 3.125 ( 2.539) | Test: [87][165/198] Time 0.730 Data 0.001 top1 17.969 ( 12.306) top5 3.906 ( 2.547) | Test: [87][166/198] Time 0.734 Data 0.001 top1 17.188 ( 12.335) top5 2.344 ( 2.546) | Test: [87][167/198] Time 0.719 Data 0.001 top1 12.500 ( 12.336) top5 0.781 ( 2.536) | Test: [87][168/198] Time 0.713 Data 0.001 top1 17.188 ( 12.365) top5 1.562 ( 2.530) | Test: [87][169/198] Time 0.731 Data 0.001 top1 7.812 ( 12.338) top5 2.344 ( 2.529) | Test: [87][170/198] Time 0.733 Data 0.002 top1 10.156 ( 12.325) top5 0.000 ( 2.514) | Test: [87][171/198] Time 0.728 Data 0.000 top1 8.594 ( 12.304) top5 0.781 ( 2.504) | Test: [87][172/198] Time 0.733 Data 0.000 top1 10.156 ( 12.291) top5 0.781 ( 2.494) | Test: [87][173/198] Time 0.724 Data 0.000 top1 7.812 ( 12.265) top5 0.000 ( 2.479) | Test: [87][174/198] Time 0.722 Data 0.001 top1 14.062 ( 12.276) top5 3.125 ( 2.483) | Test: [87][175/198] Time 0.713 Data 0.000 top1 13.281 ( 12.281) top5 3.906 ( 2.491) | Test: [87][176/198] Time 0.720 Data 0.000 top1 8.594 ( 12.260) top5 2.344 ( 2.490) | Test: [87][177/198] Time 0.721 Data 0.001 top1 12.500 ( 12.262) top5 3.125 ( 2.494) | Test: [87][178/198] Time 0.772 Data 0.000 top1 5.469 ( 12.223) top5 0.781 ( 2.484) | Test: [87][179/198] Time 0.779 Data 0.000 top1 16.406 ( 12.247) top5 4.688 ( 2.497) | Test: [87][180/198] Time 0.770 Data 0.002 top1 10.156 ( 12.235) top5 0.000 ( 2.483) | Test: [87][181/198] Time 0.791 Data 0.001 top1 14.062 ( 12.245) top5 3.125 ( 2.486) | Test: [87][182/198] Time 0.771 Data 0.001 top1 7.812 ( 12.221) top5 1.562 ( 2.481) | Test: [87][183/198] Time 0.814 Data 0.001 top1 10.156 ( 12.210) top5 2.344 ( 2.480) | Test: [87][184/198] Time 0.801 Data 0.001 top1 13.281 ( 12.216) top5 3.906 ( 2.488) | Test: [87][185/198] Time 0.727 Data 0.001 top1 10.938 ( 12.209) top5 3.125 ( 2.492) | Test: [87][186/198] Time 0.732 Data 0.001 top1 13.281 ( 12.214) top5 3.125 ( 2.495) | Test: [87][187/198] Time 0.727 Data 0.001 top1 16.406 ( 12.237) top5 3.125 ( 2.498) | Test: [87][188/198] Time 0.728 Data 0.000 top1 11.719 ( 12.234) top5 2.344 ( 2.498) | Test: [87][189/198] Time 0.729 Data 0.000 top1 15.625 ( 12.252) top5 3.125 ( 2.501) | Test: [87][190/198] Time 0.819 Data 0.002 top1 14.062 ( 12.262) top5 4.688 ( 2.512) | Test: [87][191/198] Time 0.780 Data 0.000 top1 10.156 ( 12.250) top5 2.344 ( 2.511) | Test: [87][192/198] Time 0.727 Data 0.000 top1 7.031 ( 12.223) top5 0.781 ( 2.502) | Test: [87][193/198] Time 0.725 Data 0.000 top1 11.719 ( 12.221) top5 1.562 ( 2.498) | Test: [87][194/198] Time 0.774 Data 0.000 top1 18.750 ( 12.254) top5 3.906 ( 2.505) | Test: [87][195/198] Time 0.720 Data 0.000 top1 11.719 ( 12.252) top5 3.906 ( 2.512) | Test: [87][196/198] Time 0.714 Data 0.000 top1 8.594 ( 12.233) top5 0.781 ( 2.503) | Test: [87][197/198] Time 0.255 Data 0.000 top1 0.000 ( 12.171) top5 0.000 ( 2.490) | Test: [87][198/198] Time 0.703 Data 0.000 top1 16.406 ( 12.192) top5 2.344 ( 2.490) * Finished epoch # 87 top1: 12.192 top5: 2.490 * Best model 12.192234848485 2.4897411616162 Epoch 88 => Training epoch # 88 | Epoch: [88][1/553] Time 5.038 Data 2.528 Err 0.3254 top1 9.375 top5 3.125 | Epoch: [88][2/553] Time 2.424 Data 0.001 Err 0.2539 top1 5.469 top5 1.562 | Epoch: [88][3/553] Time 2.456 Data 0.001 Err 0.1445 top1 4.688 top5 0.781 | Epoch: [88][4/553] Time 2.423 Data 0.001 Err 0.4047 top1 9.375 top5 2.344 | Epoch: [88][5/553] Time 2.424 Data 0.001 Err 0.2017 top1 4.688 top5 0.781 | Epoch: [88][6/553] Time 2.468 Data 0.007 Err 0.2488 top1 6.250 top5 3.125 | Epoch: [88][7/553] Time 2.432 Data 0.000 Err 0.3371 top1 8.594 top5 2.344 | Epoch: [88][8/553] Time 2.438 Data 0.001 Err 0.1214 top1 3.906 top5 0.781 | Epoch: [88][9/553] Time 2.436 Data 0.001 Err 0.2124 top1 6.250 top5 0.781 | Epoch: [88][10/553] Time 2.437 Data 0.001 Err 0.3060 top1 9.375 top5 1.562 | Epoch: [88][11/553] Time 2.443 Data 0.001 Err 0.2195 top1 7.031 top5 1.562 | Epoch: [88][12/553] Time 2.435 Data 0.001 Err 0.3366 top1 7.812 top5 3.906 | Epoch: [88][13/553] Time 2.471 Data 0.004 Err 0.2678 top1 7.031 top5 3.125 | Epoch: [88][14/553] Time 2.447 Data 0.001 Err 0.2232 top1 5.469 top5 1.562 | Epoch: [88][15/553] Time 2.451 Data 0.001 Err 0.1872 top1 4.688 top5 0.781 | Epoch: [88][16/553] Time 2.441 Data 0.001 Err 0.1242 top1 3.125 top5 0.000 | Epoch: [88][17/553] Time 2.445 Data 0.001 Err 0.1962 top1 4.688 top5 1.562 | Epoch: [88][18/553] Time 2.450 Data 0.001 Err 0.1627 top1 5.469 top5 0.781 | Epoch: [88][19/553] Time 2.437 Data 0.001 Err 0.2556 top1 6.250 top5 2.344 | Epoch: [88][20/553] Time 2.454 Data 0.001 Err 0.1516 top1 3.906 top5 0.781 | Epoch: [88][21/553] Time 2.441 Data 0.001 Err 0.3296 top1 6.250 top5 2.344 | Epoch: [88][22/553] Time 2.453 Data 0.001 Err 0.2277 top1 7.812 top5 0.781 | Epoch: [88][23/553] Time 2.452 Data 0.000 Err 0.2738 top1 6.250 top5 2.344 | Epoch: [88][24/553] Time 2.453 Data 0.001 Err 0.2028 top1 6.250 top5 0.000 | Epoch: [88][25/553] Time 2.469 Data 0.001 Err 0.2325 top1 6.250 top5 1.562 | Epoch: [88][26/553] Time 2.452 Data 0.001 Err 0.2936 top1 8.594 top5 2.344 | Epoch: [88][27/553] Time 2.442 Data 0.001 Err 0.1589 top1 3.906 top5 1.562 | Epoch: [88][28/553] Time 2.445 Data 0.001 Err 0.1983 top1 5.469 top5 1.562 | Epoch: [88][29/553] Time 2.449 Data 0.001 Err 0.2018 top1 5.469 top5 1.562 | Epoch: [88][30/553] Time 2.482 Data 0.001 Err 0.4365 top1 9.375 top5 5.469 | Epoch: [88][31/553] Time 2.471 Data 0.001 Err 0.1983 top1 6.250 top5 0.781 | Epoch: [88][32/553] Time 2.465 Data 0.001 Err 0.1805 top1 5.469 top5 1.562 | Epoch: [88][33/553] Time 2.476 Data 0.001 Err 0.1445 top1 3.125 top5 0.781 | Epoch: [88][34/553] Time 2.479 Data 0.000 Err 0.2247 top1 6.250 top5 1.562 | Epoch: [88][35/553] Time 2.444 Data 0.001 Err 0.2943 top1 7.031 top5 0.781 | Epoch: [88][36/553] Time 2.450 Data 0.001 Err 0.1702 top1 2.344 top5 0.000 | Epoch: [88][37/553] Time 2.483 Data 0.001 Err 0.2898 top1 6.250 top5 1.562 | Epoch: [88][38/553] Time 2.480 Data 0.001 Err 0.1103 top1 1.562 top5 0.781 | Epoch: [88][39/553] Time 2.436 Data 0.001 Err 0.1490 top1 3.906 top5 0.000 | Epoch: [88][40/553] Time 2.450 Data 0.001 Err 0.2951 top1 8.594 top5 1.562 | Epoch: [88][41/553] Time 2.456 Data 0.004 Err 0.2896 top1 6.250 top5 3.125 | Epoch: [88][42/553] Time 2.471 Data 0.001 Err 0.2127 top1 4.688 top5 1.562 | Epoch: [88][43/553] Time 2.452 Data 0.001 Err 0.2559 top1 7.812 top5 1.562 | Epoch: [88][44/553] Time 2.431 Data 0.001 Err 0.1926 top1 3.125 top5 2.344 | Epoch: [88][45/553] Time 2.483 Data 0.001 Err 0.2059 top1 6.250 top5 1.562 | Epoch: [88][46/553] Time 2.486 Data 0.001 Err 0.2305 top1 7.812 top5 0.781 | Epoch: [88][47/553] Time 2.447 Data 0.001 Err 0.2592 top1 9.375 top5 2.344 | Epoch: [88][48/553] Time 2.438 Data 0.001 Err 0.3469 top1 7.812 top5 4.688 | Epoch: [88][49/553] Time 2.477 Data 0.001 Err 0.2526 top1 7.031 top5 0.781 | Epoch: [88][50/553] Time 2.482 Data 0.001 Err 0.2781 top1 7.031 top5 2.344 | Epoch: [88][51/553] Time 2.464 Data 0.004 Err 0.2397 top1 6.250 top5 3.125 | Epoch: [88][52/553] Time 2.488 Data 0.001 Err 0.1801 top1 4.688 top5 1.562 | Epoch: [88][53/553] Time 2.466 Data 0.001 Err 0.1805 top1 4.688 top5 0.781 | Epoch: [88][54/553] Time 2.466 Data 0.001 Err 0.2341 top1 5.469 top5 2.344 | Epoch: [88][55/553] Time 2.450 Data 0.000 Err 0.2874 top1 7.031 top5 2.344 | Epoch: [88][56/553] Time 2.445 Data 0.001 Err 0.3010 top1 5.469 top5 4.688 | Epoch: [88][57/553] Time 2.491 Data 0.001 Err 0.1959 top1 4.688 top5 1.562 | Epoch: [88][58/553] Time 2.448 Data 0.001 Err 0.3206 top1 7.812 top5 2.344 | Epoch: [88][59/553] Time 2.452 Data 0.001 Err 0.1448 top1 4.688 top5 0.000 | Epoch: [88][60/553] Time 2.452 Data 0.002 Err 0.2789 top1 8.594 top5 3.125 | Epoch: [88][61/553] Time 2.478 Data 0.001 Err 0.3051 top1 7.812 top5 3.125 | Epoch: [88][62/553] Time 2.480 Data 0.001 Err 0.3337 top1 8.594 top5 2.344 | Epoch: [88][63/553] Time 2.434 Data 0.001 Err 0.3392 top1 7.031 top5 3.906 | Epoch: [88][64/553] Time 2.452 Data 0.001 Err 0.2340 top1 4.688 top5 1.562 | Epoch: [88][65/553] Time 2.489 Data 0.000 Err 0.1992 top1 4.688 top5 2.344 | Epoch: [88][66/553] Time 2.482 Data 0.001 Err 0.2682 top1 7.031 top5 3.125 | Epoch: [88][67/553] Time 2.478 Data 0.001 Err 0.1261 top1 1.562 top5 0.781 | Epoch: [88][68/553] Time 2.450 Data 0.001 Err 0.2528 top1 7.031 top5 2.344 | Epoch: [88][69/553] Time 2.439 Data 0.001 Err 0.2439 top1 6.250 top5 3.125 | Epoch: [88][70/553] Time 2.477 Data 0.004 Err 0.3266 top1 7.031 top5 3.906 | Epoch: [88][71/553] Time 2.450 Data 0.001 Err 0.2392 top1 6.250 top5 3.125 | Epoch: [88][72/553] Time 2.497 Data 0.001 Err 0.1362 top1 3.906 top5 0.781 | Epoch: [88][73/553] Time 2.479 Data 0.001 Err 0.1481 top1 4.688 top5 0.781 | Epoch: [88][74/553] Time 2.476 Data 0.001 Err 0.1562 top1 4.688 top5 0.781 | Epoch: [88][75/553] Time 2.459 Data 0.000 Err 0.2781 top1 7.031 top5 2.344 | Epoch: [88][76/553] Time 2.467 Data 0.001 Err 0.3388 top1 9.375 top5 3.906 | Epoch: [88][77/553] Time 2.436 Data 0.001 Err 0.1990 top1 5.469 top5 1.562 | Epoch: [88][78/553] Time 2.490 Data 0.001 Err 0.2898 top1 6.250 top5 2.344 | Epoch: [88][79/553] Time 2.455 Data 0.001 Err 0.2272 top1 3.906 top5 0.781 | Epoch: [88][80/553] Time 2.477 Data 0.001 Err 0.3705 top1 10.156 top5 3.125 | Epoch: [88][81/553] Time 2.452 Data 0.001 Err 0.2548 top1 6.250 top5 2.344 | Epoch: [88][82/553] Time 2.471 Data 0.001 Err 0.1657 top1 3.906 top5 1.562 | Epoch: [88][83/553] Time 2.476 Data 0.001 Err 0.1162 top1 3.906 top5 0.000 | Epoch: [88][84/553] Time 2.454 Data 0.000 Err 0.2070 top1 6.250 top5 1.562 | Epoch: [88][85/553] Time 2.454 Data 0.001 Err 0.3092 top1 6.250 top5 2.344 | Epoch: [88][86/553] Time 2.480 Data 0.001 Err 0.2458 top1 7.812 top5 2.344 | Epoch: [88][87/553] Time 2.517 Data 0.001 Err 0.2410 top1 7.031 top5 1.562 | Epoch: [88][88/553] Time 2.464 Data 0.001 Err 0.1584 top1 3.906 top5 0.000 | Epoch: [88][89/553] Time 2.447 Data 0.001 Err 0.1940 top1 6.250 top5 1.562 | Epoch: [88][90/553] Time 2.464 Data 0.000 Err 0.2707 top1 7.031 top5 1.562 | Epoch: [88][91/553] Time 2.490 Data 0.000 Err 0.1292 top1 3.125 top5 0.000 | Epoch: [88][92/553] Time 2.482 Data 0.001 Err 0.1728 top1 7.031 top5 1.562 | Epoch: [88][93/553] Time 2.446 Data 0.001 Err 0.1425 top1 5.469 top5 0.000 | Epoch: [88][94/553] Time 2.480 Data 0.001 Err 0.3883 top1 9.375 top5 3.125 | Epoch: [88][95/553] Time 2.482 Data 0.001 Err 0.2907 top1 4.688 top5 2.344 | Epoch: [88][96/553] Time 2.488 Data 0.001 Err 0.3046 top1 9.375 top5 3.906 | Epoch: [88][97/553] Time 2.434 Data 0.001 Err 0.1702 top1 3.125 top5 0.000 | Epoch: [88][98/553] Time 2.488 Data 0.001 Err 0.2799 top1 9.375 top5 1.562 | Epoch: [88][99/553] Time 2.484 Data 0.001 Err 0.1246 top1 3.125 top5 0.000 | Epoch: [88][100/553] Time 2.442 Data 0.001 Err 0.2617 top1 7.812 top5 1.562 | Epoch: [88][101/553] Time 2.538 Data 0.000 Err 0.2516 top1 6.250 top5 2.344 | Epoch: [88][102/553] Time 2.522 Data 0.001 Err 0.3237 top1 7.812 top5 3.906 | Epoch: [88][103/553] Time 2.453 Data 0.000 Err 0.1941 top1 6.250 top5 2.344 | Epoch: [88][104/553] Time 2.467 Data 0.001 Err 0.2334 top1 7.031 top5 1.562 | Epoch: [88][105/553] Time 2.444 Data 0.001 Err 0.4787 top1 10.938 top5 6.250 | Epoch: [88][106/553] Time 2.477 Data 0.001 Err 0.1283 top1 1.562 top5 0.781 | Epoch: [88][107/553] Time 2.444 Data 0.001 Err 0.1458 top1 3.125 top5 0.781 | Epoch: [88][108/553] Time 2.449 Data 0.003 Err 0.3089 top1 7.812 top5 3.125 | Epoch: [88][109/553] Time 2.456 Data 0.000 Err 0.2128 top1 6.250 top5 0.000 | Epoch: [88][110/553] Time 2.441 Data 0.000 Err 0.3543 top1 7.812 top5 5.469 | Epoch: [88][111/553] Time 2.465 Data 0.001 Err 0.3643 top1 10.938 top5 2.344 | Epoch: [88][112/553] Time 2.456 Data 0.001 Err 0.1902 top1 3.906 top5 2.344 | Epoch: [88][113/553] Time 2.482 Data 0.001 Err 0.2527 top1 6.250 top5 3.906 | Epoch: [88][114/553] Time 2.456 Data 0.001 Err 0.2303 top1 4.688 top5 1.562 | Epoch: [88][115/553] Time 2.481 Data 0.001 Err 0.1569 top1 3.125 top5 0.781 | Epoch: [88][116/553] Time 2.449 Data 0.001 Err 0.3833 top1 9.375 top5 4.688 | Epoch: [88][117/553] Time 2.449 Data 0.001 Err 0.1656 top1 3.906 top5 0.781 | Epoch: [88][118/553] Time 2.458 Data 0.001 Err 0.2292 top1 5.469 top5 1.562 | Epoch: [88][119/553] Time 2.459 Data 0.000 Err 0.3620 top1 9.375 top5 3.125 | Epoch: [88][120/553] Time 2.476 Data 0.001 Err 0.2190 top1 4.688 top5 2.344 | Epoch: [88][121/553] Time 2.484 Data 0.001 Err 0.2528 top1 5.469 top5 2.344 | Epoch: [88][122/553] Time 2.447 Data 0.001 Err 0.2175 top1 6.250 top5 2.344 | Epoch: [88][123/553] Time 2.453 Data 0.001 Err 0.1852 top1 5.469 top5 0.781 | Epoch: [88][124/553] Time 2.488 Data 0.001 Err 0.2707 top1 6.250 top5 2.344 | Epoch: [88][125/553] Time 2.439 Data 0.001 Err 0.2365 top1 5.469 top5 3.125 | Epoch: [88][126/553] Time 2.447 Data 0.001 Err 0.3188 top1 7.812 top5 2.344 | Epoch: [88][127/553] Time 2.498 Data 0.001 Err 0.1222 top1 3.125 top5 0.000 | Epoch: [88][128/553] Time 2.445 Data 0.001 Err 0.2216 top1 6.250 top5 2.344 | Epoch: [88][129/553] Time 2.530 Data 0.001 Err 0.1380 top1 2.344 top5 0.781 | Epoch: [88][130/553] Time 2.472 Data 0.001 Err 0.1423 top1 3.125 top5 0.781 | Epoch: [88][131/553] Time 2.475 Data 0.001 Err 0.2665 top1 7.812 top5 2.344 | Epoch: [88][132/553] Time 2.464 Data 0.001 Err 0.1652 top1 4.688 top5 0.781 | Epoch: [88][133/553] Time 2.451 Data 0.001 Err 0.2606 top1 6.250 top5 0.781 | Epoch: [88][134/553] Time 2.452 Data 0.001 Err 0.2621 top1 6.250 top5 1.562 | Epoch: [88][135/553] Time 2.452 Data 0.001 Err 0.2977 top1 7.031 top5 1.562 | Epoch: [88][136/553] Time 2.445 Data 0.001 Err 0.2530 top1 8.594 top5 3.125 | Epoch: [88][137/553] Time 2.448 Data 0.001 Err 0.3717 top1 8.594 top5 3.906 | Epoch: [88][138/553] Time 2.475 Data 0.001 Err 0.3156 top1 7.031 top5 3.125 | Epoch: [88][139/553] Time 2.439 Data 0.001 Err 0.2741 top1 5.469 top5 3.125 | Epoch: [88][140/553] Time 2.492 Data 0.001 Err 0.2159 top1 3.906 top5 1.562 | Epoch: [88][141/553] Time 2.445 Data 0.001 Err 0.2453 top1 5.469 top5 2.344 | Epoch: [88][142/553] Time 2.516 Data 0.001 Err 0.1905 top1 3.906 top5 1.562 | Epoch: [88][143/553] Time 2.449 Data 0.001 Err 0.1923 top1 4.688 top5 0.781 | Epoch: [88][144/553] Time 2.449 Data 0.001 Err 0.2652 top1 7.031 top5 2.344 | Epoch: [88][145/553] Time 2.446 Data 0.001 Err 0.2172 top1 5.469 top5 2.344 | Epoch: [88][146/553] Time 2.486 Data 0.005 Err 0.2296 top1 5.469 top5 1.562 | Epoch: [88][147/553] Time 2.467 Data 0.001 Err 0.3286 top1 9.375 top5 2.344 | Epoch: [88][148/553] Time 2.482 Data 0.001 Err 0.3265 top1 8.594 top5 2.344 | Epoch: [88][149/553] Time 2.443 Data 0.001 Err 0.2110 top1 4.688 top5 0.781 | Epoch: [88][150/553] Time 2.500 Data 0.001 Err 0.2781 top1 7.812 top5 1.562 | Epoch: [88][151/553] Time 2.496 Data 0.001 Err 0.2790 top1 10.156 top5 1.562 | Epoch: [88][152/553] Time 2.472 Data 0.001 Err 0.3283 top1 7.031 top5 3.906 | Epoch: [88][153/553] Time 2.443 Data 0.001 Err 0.3290 top1 7.031 top5 3.125 | Epoch: [88][154/553] Time 2.535 Data 0.001 Err 0.1695 top1 3.906 top5 2.344 | Epoch: [88][155/553] Time 2.517 Data 0.001 Err 0.2573 top1 4.688 top5 2.344 | Epoch: [88][156/553] Time 2.491 Data 0.001 Err 0.3817 top1 10.938 top5 2.344 | Epoch: [88][157/553] Time 2.440 Data 0.000 Err 0.1687 top1 3.125 top5 1.562 | Epoch: [88][158/553] Time 2.482 Data 0.001 Err 0.1502 top1 3.125 top5 0.000 | Epoch: [88][159/553] Time 2.447 Data 0.001 Err 0.1750 top1 4.688 top5 0.781 | Epoch: [88][160/553] Time 2.447 Data 0.001 Err 0.2608 top1 8.594 top5 2.344 | Epoch: [88][161/553] Time 2.449 Data 0.001 Err 0.1650 top1 5.469 top5 0.781 | Epoch: [88][162/553] Time 2.507 Data 0.001 Err 0.2526 top1 6.250 top5 0.781 | Epoch: [88][163/553] Time 2.449 Data 0.001 Err 0.2934 top1 5.469 top5 2.344 | Epoch: [88][164/553] Time 2.499 Data 0.001 Err 0.1616 top1 3.906 top5 1.562 | Epoch: [88][165/553] Time 2.438 Data 0.002 Err 0.1488 top1 3.906 top5 0.000 | Epoch: [88][166/553] Time 2.456 Data 0.000 Err 0.1557 top1 4.688 top5 0.000 | Epoch: [88][167/553] Time 2.474 Data 0.001 Err 0.2760 top1 5.469 top5 3.125 | Epoch: [88][168/553] Time 2.457 Data 0.001 Err 0.2130 top1 4.688 top5 1.562 | Epoch: [88][169/553] Time 2.448 Data 0.001 Err 0.2474 top1 7.031 top5 2.344 | Epoch: [88][170/553] Time 2.469 Data 0.001 Err 0.1851 top1 3.906 top5 0.781 | Epoch: [88][171/553] Time 2.479 Data 0.001 Err 0.2648 top1 6.250 top5 3.906 | Epoch: [88][172/553] Time 2.463 Data 0.001 Err 0.2182 top1 5.469 top5 2.344 | Epoch: [88][173/553] Time 2.447 Data 0.001 Err 0.1457 top1 2.344 top5 0.781 | Epoch: [88][174/553] Time 2.486 Data 0.001 Err 0.3388 top1 8.594 top5 3.125 | Epoch: [88][175/553] Time 2.486 Data 0.001 Err 0.1561 top1 5.469 top5 1.562 | Epoch: [88][176/553] Time 2.450 Data 0.001 Err 0.1781 top1 6.250 top5 0.781 | Epoch: [88][177/553] Time 2.447 Data 0.001 Err 0.3768 top1 10.938 top5 3.906 | Epoch: [88][178/553] Time 2.478 Data 0.001 Err 0.3063 top1 8.594 top5 3.125 | Epoch: [88][179/553] Time 2.451 Data 0.001 Err 0.1589 top1 3.906 top5 0.000 | Epoch: [88][180/553] Time 2.452 Data 0.001 Err 0.2631 top1 5.469 top5 3.906 | Epoch: [88][181/553] Time 2.449 Data 0.001 Err 0.1648 top1 5.469 top5 0.000 | Epoch: [88][182/553] Time 2.446 Data 0.001 Err 0.2386 top1 4.688 top5 1.562 | Epoch: [88][183/553] Time 2.458 Data 0.001 Err 0.1209 top1 3.125 top5 0.000 | Epoch: [88][184/553] Time 2.461 Data 0.001 Err 0.2259 top1 4.688 top5 2.344 | Epoch: [88][185/553] Time 2.448 Data 0.000 Err 0.2665 top1 7.812 top5 1.562 | Epoch: [88][186/553] Time 2.451 Data 0.001 Err 0.3105 top1 7.812 top5 3.906 | Epoch: [88][187/553] Time 2.475 Data 0.001 Err 0.3798 top1 9.375 top5 2.344 | Epoch: [88][188/553] Time 2.461 Data 0.001 Err 0.1614 top1 4.688 top5 1.562 | Epoch: [88][189/553] Time 2.455 Data 0.001 Err 0.2902 top1 9.375 top5 2.344 | Epoch: [88][190/553] Time 2.460 Data 0.001 Err 0.2130 top1 6.250 top5 0.781 | Epoch: [88][191/553] Time 2.464 Data 0.001 Err 0.2393 top1 5.469 top5 0.781 | Epoch: [88][192/553] Time 2.482 Data 0.001 Err 0.3430 top1 9.375 top5 3.125 | Epoch: [88][193/553] Time 2.430 Data 0.001 Err 0.2654 top1 6.250 top5 2.344 | Epoch: [88][194/553] Time 2.493 Data 0.001 Err 0.2655 top1 4.688 top5 1.562 | Epoch: [88][195/553] Time 2.476 Data 0.001 Err 0.2365 top1 7.812 top5 1.562 | Epoch: [88][196/553] Time 2.459 Data 0.001 Err 0.2718 top1 5.469 top5 0.781 | Epoch: [88][197/553] Time 2.450 Data 0.001 Err 0.1947 top1 5.469 top5 0.781 | Epoch: [88][198/553] Time 2.464 Data 0.000 Err 0.1684 top1 4.688 top5 0.781 | Epoch: [88][199/553] Time 2.481 Data 0.001 Err 0.3230 top1 9.375 top5 2.344 | Epoch: [88][200/553] Time 2.505 Data 0.001 Err 0.2087 top1 5.469 top5 3.125 | Epoch: [88][201/553] Time 2.475 Data 0.001 Err 0.1876 top1 5.469 top5 0.781 | Epoch: [88][202/553] Time 2.469 Data 0.001 Err 0.2638 top1 5.469 top5 1.562 | Epoch: [88][203/553] Time 2.482 Data 0.002 Err 0.2526 top1 6.250 top5 2.344 | Epoch: [88][204/553] Time 2.488 Data 0.001 Err 0.1373 top1 3.906 top5 0.000 | Epoch: [88][205/553] Time 2.449 Data 0.001 Err 0.4071 top1 10.156 top5 3.125 | Epoch: [88][206/553] Time 2.479 Data 0.001 Err 0.1676 top1 5.469 top5 0.000 | Epoch: [88][207/553] Time 2.463 Data 0.001 Err 0.1897 top1 3.125 top5 0.781 | Epoch: [88][208/553] Time 2.470 Data 0.001 Err 0.2826 top1 6.250 top5 2.344 | Epoch: [88][209/553] Time 2.444 Data 0.001 Err 0.1759 top1 3.906 top5 0.781 | Epoch: [88][210/553] Time 2.437 Data 0.001 Err 0.2348 top1 5.469 top5 2.344 | Epoch: [88][211/553] Time 2.445 Data 0.001 Err 0.1945 top1 5.469 top5 3.125 | Epoch: [88][212/553] Time 2.492 Data 0.001 Err 0.2415 top1 7.812 top5 0.781 | Epoch: [88][213/553] Time 2.456 Data 0.001 Err 0.3671 top1 10.156 top5 3.125 | Epoch: [88][214/553] Time 2.439 Data 0.001 Err 0.2777 top1 6.250 top5 3.125 | Epoch: [88][215/553] Time 2.439 Data 0.001 Err 0.1208 top1 3.906 top5 0.000 | Epoch: [88][216/553] Time 2.446 Data 0.001 Err 0.3021 top1 8.594 top5 3.125 | Epoch: [88][217/553] Time 2.498 Data 0.001 Err 0.2442 top1 6.250 top5 3.125 | Epoch: [88][218/553] Time 2.495 Data 0.001 Err 0.2706 top1 7.812 top5 1.562 | Epoch: [88][219/553] Time 2.498 Data 0.001 Err 0.3194 top1 10.938 top5 3.125 | Epoch: [88][220/553] Time 2.441 Data 0.001 Err 0.2249 top1 4.688 top5 0.781 | Epoch: [88][221/553] Time 2.438 Data 0.001 Err 0.3098 top1 6.250 top5 3.125 | Epoch: [88][222/553] Time 2.476 Data 0.001 Err 0.2867 top1 8.594 top5 1.562 | Epoch: [88][223/553] Time 2.485 Data 0.001 Err 0.1434 top1 4.688 top5 0.781 | Epoch: [88][224/553] Time 2.439 Data 0.001 Err 0.3212 top1 8.594 top5 1.562 | Epoch: [88][225/553] Time 2.534 Data 0.001 Err 0.1090 top1 3.125 top5 0.781 | Epoch: [88][226/553] Time 2.471 Data 0.001 Err 0.2957 top1 7.812 top5 3.906 | Epoch: [88][227/553] Time 2.476 Data 0.001 Err 0.1299 top1 3.906 top5 0.000 | Epoch: [88][228/553] Time 2.434 Data 0.001 Err 0.2994 top1 9.375 top5 1.562 | Epoch: [88][229/553] Time 2.439 Data 0.001 Err 0.1390 top1 2.344 top5 1.562 | Epoch: [88][230/553] Time 2.486 Data 0.001 Err 0.2326 top1 4.688 top5 0.781 | Epoch: [88][231/553] Time 2.448 Data 0.001 Err 0.2447 top1 6.250 top5 0.781 | Epoch: [88][232/553] Time 2.444 Data 0.001 Err 0.2734 top1 6.250 top5 1.562 | Epoch: [88][233/553] Time 2.485 Data 0.001 Err 0.2947 top1 5.469 top5 2.344 | Epoch: [88][234/553] Time 2.472 Data 0.001 Err 0.0976 top1 3.125 top5 0.000 | Epoch: [88][235/553] Time 2.455 Data 0.001 Err 0.1228 top1 3.906 top5 0.000 | Epoch: [88][236/553] Time 2.443 Data 0.001 Err 0.2302 top1 3.906 top5 3.125 | Epoch: [88][237/553] Time 2.472 Data 0.001 Err 0.3870 top1 7.812 top5 4.688 | Epoch: [88][238/553] Time 2.474 Data 0.001 Err 0.2775 top1 7.812 top5 3.125 | Epoch: [88][239/553] Time 2.483 Data 0.001 Err 0.2206 top1 4.688 top5 2.344 | Epoch: [88][240/553] Time 2.460 Data 0.001 Err 0.2820 top1 7.812 top5 3.125 | Epoch: [88][241/553] Time 2.462 Data 0.002 Err 0.4339 top1 10.156 top5 5.469 | Epoch: [88][242/553] Time 2.437 Data 0.001 Err 0.2725 top1 7.812 top5 0.781 | Epoch: [88][243/553] Time 2.474 Data 0.001 Err 0.3781 top1 9.375 top5 3.125 | Epoch: [88][244/553] Time 2.445 Data 0.001 Err 0.2524 top1 7.812 top5 1.562 | Epoch: [88][245/553] Time 2.432 Data 0.001 Err 0.3102 top1 7.031 top5 2.344 | Epoch: [88][246/553] Time 2.483 Data 0.001 Err 0.2046 top1 4.688 top5 0.781 | Epoch: [88][247/553] Time 2.440 Data 0.001 Err 0.3385 top1 7.812 top5 3.125 | Epoch: [88][248/553] Time 2.447 Data 0.001 Err 0.3343 top1 8.594 top5 4.688 | Epoch: [88][249/553] Time 2.445 Data 0.001 Err 0.2283 top1 7.031 top5 2.344 | Epoch: [88][250/553] Time 2.441 Data 0.001 Err 0.1965 top1 3.906 top5 1.562 | Epoch: [88][251/553] Time 2.465 Data 0.001 Err 0.2098 top1 4.688 top5 1.562 | Epoch: [88][252/553] Time 2.448 Data 0.001 Err 0.1832 top1 5.469 top5 0.781 | Epoch: [88][253/553] Time 2.444 Data 0.001 Err 0.2692 top1 7.812 top5 2.344 | Epoch: [88][254/553] Time 2.482 Data 0.001 Err 0.2628 top1 7.812 top5 1.562 | Epoch: [88][255/553] Time 2.449 Data 0.001 Err 0.3658 top1 8.594 top5 3.125 | Epoch: [88][256/553] Time 2.448 Data 0.001 Err 0.3777 top1 13.281 top5 3.906 | Epoch: [88][257/553] Time 2.438 Data 0.001 Err 0.3553 top1 7.812 top5 4.688 | Epoch: [88][258/553] Time 2.489 Data 0.001 Err 0.3139 top1 9.375 top5 2.344 | Epoch: [88][259/553] Time 2.464 Data 0.001 Err 0.1530 top1 3.125 top5 1.562 | Epoch: [88][260/553] Time 2.492 Data 0.003 Err 0.1686 top1 3.125 top5 2.344 | Epoch: [88][261/553] Time 2.441 Data 0.001 Err 0.2179 top1 6.250 top5 0.781 | Epoch: [88][262/553] Time 2.452 Data 0.001 Err 0.2860 top1 7.031 top5 3.125 | Epoch: [88][263/553] Time 2.442 Data 0.004 Err 0.1623 top1 3.125 top5 0.781 | Epoch: [88][264/553] Time 2.446 Data 0.001 Err 0.1664 top1 2.344 top5 1.562 | Epoch: [88][265/553] Time 2.463 Data 0.001 Err 0.2813 top1 7.812 top5 4.688 | Epoch: [88][266/553] Time 2.440 Data 0.001 Err 0.1990 top1 3.906 top5 1.562 | Epoch: [88][267/553] Time 2.454 Data 0.001 Err 0.3123 top1 8.594 top5 3.125 | Epoch: [88][268/553] Time 2.464 Data 0.001 Err 0.1614 top1 3.125 top5 0.781 | Epoch: [88][269/553] Time 2.436 Data 0.001 Err 0.2892 top1 6.250 top5 4.688 | Epoch: [88][270/553] Time 2.478 Data 0.001 Err 0.2463 top1 7.031 top5 2.344 | Epoch: [88][271/553] Time 2.455 Data 0.001 Err 0.2611 top1 7.812 top5 3.125 | Epoch: [88][272/553] Time 2.445 Data 0.001 Err 0.3444 top1 7.031 top5 2.344 | Epoch: [88][273/553] Time 2.456 Data 0.001 Err 0.1960 top1 6.250 top5 0.781 | Epoch: [88][274/553] Time 2.485 Data 0.000 Err 0.2185 top1 6.250 top5 0.000 | Epoch: [88][275/553] Time 2.533 Data 0.001 Err 0.2360 top1 5.469 top5 0.000 | Epoch: [88][276/553] Time 2.455 Data 0.001 Err 0.1449 top1 3.125 top5 1.562 | Epoch: [88][277/553] Time 2.434 Data 0.001 Err 0.1959 top1 3.125 top5 2.344 | Epoch: [88][278/553] Time 2.440 Data 0.001 Err 0.2000 top1 6.250 top5 1.562 | Epoch: [88][279/553] Time 2.459 Data 0.002 Err 0.2309 top1 7.812 top5 1.562 | Epoch: [88][280/553] Time 2.491 Data 0.001 Err 0.2044 top1 5.469 top5 1.562 | Epoch: [88][281/553] Time 2.477 Data 0.001 Err 0.3111 top1 7.812 top5 2.344 | Epoch: [88][282/553] Time 2.469 Data 0.001 Err 0.2864 top1 8.594 top5 3.125 | Epoch: [88][283/553] Time 2.512 Data 0.001 Err 0.2030 top1 4.688 top5 2.344 | Epoch: [88][284/553] Time 2.447 Data 0.001 Err 0.1560 top1 3.906 top5 1.562 | Epoch: [88][285/553] Time 2.443 Data 0.001 Err 0.1456 top1 1.562 top5 0.781 | Epoch: [88][286/553] Time 2.474 Data 0.001 Err 0.3037 top1 5.469 top5 2.344 | Epoch: [88][287/553] Time 2.479 Data 0.001 Err 0.1817 top1 7.031 top5 0.781 | Epoch: [88][288/553] Time 2.480 Data 0.001 Err 0.4141 top1 10.156 top5 4.688 | Epoch: [88][289/553] Time 2.467 Data 0.001 Err 0.3991 top1 10.156 top5 3.125 | Epoch: [88][290/553] Time 2.481 Data 0.001 Err 0.1558 top1 3.125 top5 0.000 | Epoch: [88][291/553] Time 2.493 Data 0.000 Err 0.2831 top1 8.594 top5 1.562 | Epoch: [88][292/553] Time 2.439 Data 0.000 Err 0.2562 top1 6.250 top5 0.781 | Epoch: [88][293/553] Time 2.436 Data 0.001 Err 0.2356 top1 6.250 top5 1.562 | Epoch: [88][294/553] Time 2.479 Data 0.001 Err 0.2888 top1 7.031 top5 1.562 | Epoch: [88][295/553] Time 2.487 Data 0.001 Err 0.2332 top1 5.469 top5 1.562 | Epoch: [88][296/553] Time 2.461 Data 0.001 Err 0.1631 top1 5.469 top5 0.781 | Epoch: [88][297/553] Time 2.439 Data 0.001 Err 0.2634 top1 7.031 top5 1.562 | Epoch: [88][298/553] Time 2.445 Data 0.003 Err 0.0942 top1 1.562 top5 0.000 | Epoch: [88][299/553] Time 2.505 Data 0.001 Err 0.2946 top1 6.250 top5 2.344 | Epoch: [88][300/553] Time 2.508 Data 0.001 Err 0.5471 top1 15.625 top5 5.469 | Epoch: [88][301/553] Time 2.433 Data 0.001 Err 0.2681 top1 6.250 top5 2.344 | Epoch: [88][302/553] Time 2.478 Data 0.001 Err 0.4364 top1 11.719 top5 4.688 | Epoch: [88][303/553] Time 2.453 Data 0.001 Err 0.2658 top1 7.812 top5 2.344 | Epoch: [88][304/553] Time 2.444 Data 0.001 Err 0.3066 top1 7.031 top5 2.344 | Epoch: [88][305/553] Time 2.434 Data 0.001 Err 0.1424 top1 3.906 top5 0.000 | Epoch: [88][306/553] Time 2.439 Data 0.001 Err 0.2034 top1 3.906 top5 2.344 | Epoch: [88][307/553] Time 2.439 Data 0.001 Err 0.2910 top1 7.031 top5 3.125 | Epoch: [88][308/553] Time 2.487 Data 0.001 Err 0.2290 top1 3.906 top5 2.344 | Epoch: [88][309/553] Time 2.458 Data 0.001 Err 0.2780 top1 7.031 top5 3.125 | Epoch: [88][310/553] Time 2.443 Data 0.001 Err 0.1775 top1 3.125 top5 0.000 | Epoch: [88][311/553] Time 2.439 Data 0.001 Err 0.1626 top1 3.906 top5 1.562 | Epoch: [88][312/553] Time 2.444 Data 0.001 Err 0.3305 top1 7.812 top5 2.344 | Epoch: [88][313/553] Time 2.457 Data 0.001 Err 0.1741 top1 4.688 top5 0.000 | Epoch: [88][314/553] Time 2.450 Data 0.001 Err 0.1938 top1 3.906 top5 2.344 | Epoch: [88][315/553] Time 2.478 Data 0.001 Err 0.2331 top1 7.031 top5 2.344 | Epoch: [88][316/553] Time 2.512 Data 0.001 Err 0.1671 top1 4.688 top5 0.781 | Epoch: [88][317/553] Time 2.457 Data 0.003 Err 0.2255 top1 6.250 top5 2.344 | Epoch: [88][318/553] Time 2.472 Data 0.000 Err 0.3002 top1 8.594 top5 3.125 | Epoch: [88][319/553] Time 2.443 Data 0.001 Err 0.2337 top1 5.469 top5 1.562 | Epoch: [88][320/553] Time 2.443 Data 0.001 Err 0.2089 top1 7.031 top5 1.562 | Epoch: [88][321/553] Time 2.493 Data 0.001 Err 0.1355 top1 3.906 top5 0.000 | Epoch: [88][322/553] Time 2.449 Data 0.001 Err 0.3014 top1 10.156 top5 0.781 | Epoch: [88][323/553] Time 2.498 Data 0.001 Err 0.2367 top1 7.031 top5 3.906 | Epoch: [88][324/553] Time 2.447 Data 0.000 Err 0.2257 top1 5.469 top5 3.125 | Epoch: [88][325/553] Time 2.437 Data 0.001 Err 0.2660 top1 5.469 top5 2.344 | Epoch: [88][326/553] Time 2.443 Data 0.001 Err 0.3382 top1 9.375 top5 2.344 | Epoch: [88][327/553] Time 2.480 Data 0.001 Err 0.2193 top1 4.688 top5 2.344 | Epoch: [88][328/553] Time 2.465 Data 0.001 Err 0.2753 top1 8.594 top5 1.562 | Epoch: [88][329/553] Time 2.453 Data 0.001 Err 0.2066 top1 5.469 top5 1.562 | Epoch: [88][330/553] Time 2.453 Data 0.001 Err 0.2533 top1 7.031 top5 1.562 | Epoch: [88][331/553] Time 2.450 Data 0.001 Err 0.2790 top1 5.469 top5 2.344 | Epoch: [88][332/553] Time 2.508 Data 0.001 Err 0.1633 top1 3.906 top5 1.562 | Epoch: [88][333/553] Time 2.437 Data 0.001 Err 0.1742 top1 3.125 top5 0.781 | Epoch: [88][334/553] Time 2.466 Data 0.001 Err 0.2252 top1 5.469 top5 2.344 | Epoch: [88][335/553] Time 2.447 Data 0.001 Err 0.2832 top1 8.594 top5 1.562 | Epoch: [88][336/553] Time 2.449 Data 0.001 Err 0.2930 top1 6.250 top5 3.125 | Epoch: [88][337/553] Time 2.518 Data 0.001 Err 0.2486 top1 6.250 top5 2.344 | Epoch: [88][338/553] Time 2.474 Data 0.001 Err 0.2057 top1 6.250 top5 1.562 | Epoch: [88][339/553] Time 2.462 Data 0.001 Err 0.2847 top1 7.031 top5 3.125 | Epoch: [88][340/553] Time 2.491 Data 0.001 Err 0.1363 top1 4.688 top5 0.000 | Epoch: [88][341/553] Time 2.453 Data 0.001 Err 0.2725 top1 6.250 top5 2.344 | Epoch: [88][342/553] Time 2.443 Data 0.001 Err 0.2761 top1 6.250 top5 2.344 | Epoch: [88][343/553] Time 2.476 Data 0.001 Err 0.3306 top1 9.375 top5 3.906 | Epoch: [88][344/553] Time 2.436 Data 0.001 Err 0.1647 top1 3.125 top5 1.562 | Epoch: [88][345/553] Time 2.492 Data 0.001 Err 0.4084 top1 8.594 top5 4.688 | Epoch: [88][346/553] Time 2.467 Data 0.001 Err 0.2066 top1 4.688 top5 1.562 | Epoch: [88][347/553] Time 2.461 Data 0.001 Err 0.3288 top1 8.594 top5 3.906 | Epoch: [88][348/553] Time 2.439 Data 0.001 Err 0.2967 top1 7.812 top5 3.125 | Epoch: [88][349/553] Time 2.458 Data 0.001 Err 0.2626 top1 6.250 top5 3.125 | Epoch: [88][350/553] Time 2.509 Data 0.001 Err 0.2559 top1 7.812 top5 3.125 | Epoch: [88][351/553] Time 2.498 Data 0.001 Err 0.2844 top1 6.250 top5 3.125 | Epoch: [88][352/553] Time 2.458 Data 0.001 Err 0.1568 top1 4.688 top5 0.781 | Epoch: [88][353/553] Time 2.480 Data 0.001 Err 0.2533 top1 10.156 top5 0.000 | Epoch: [88][354/553] Time 2.457 Data 0.001 Err 0.2965 top1 7.812 top5 2.344 | Epoch: [88][355/553] Time 2.477 Data 0.007 Err 0.2624 top1 7.031 top5 3.906 | Epoch: [88][356/553] Time 2.440 Data 0.000 Err 0.1998 top1 4.688 top5 0.781 | Epoch: [88][357/553] Time 2.473 Data 0.001 Err 0.2618 top1 6.250 top5 2.344 | Epoch: [88][358/553] Time 2.482 Data 0.001 Err 0.1613 top1 5.469 top5 0.000 | Epoch: [88][359/553] Time 2.443 Data 0.000 Err 0.3687 top1 10.156 top5 2.344 | Epoch: [88][360/553] Time 2.459 Data 0.001 Err 0.2602 top1 6.250 top5 1.562 | Epoch: [88][361/553] Time 2.457 Data 0.001 Err 0.2320 top1 6.250 top5 3.125 | Epoch: [88][362/553] Time 2.464 Data 0.001 Err 0.1741 top1 3.125 top5 1.562 | Epoch: [88][363/553] Time 2.491 Data 0.001 Err 0.2621 top1 7.031 top5 1.562 | Epoch: [88][364/553] Time 2.437 Data 0.003 Err 0.3312 top1 9.375 top5 2.344 | Epoch: [88][365/553] Time 2.452 Data 0.001 Err 0.2675 top1 7.812 top5 2.344 | Epoch: [88][366/553] Time 2.451 Data 0.001 Err 0.2946 top1 6.250 top5 3.125 | Epoch: [88][367/553] Time 2.440 Data 0.001 Err 0.2141 top1 4.688 top5 2.344 | Epoch: [88][368/553] Time 2.444 Data 0.000 Err 0.2418 top1 5.469 top5 1.562 | Epoch: [88][369/553] Time 2.471 Data 0.001 Err 0.3411 top1 7.812 top5 3.125 | Epoch: [88][370/553] Time 2.473 Data 0.001 Err 0.2377 top1 6.250 top5 1.562 | Epoch: [88][371/553] Time 2.450 Data 0.001 Err 0.3885 top1 10.938 top5 3.125 | Epoch: [88][372/553] Time 2.496 Data 0.001 Err 0.1766 top1 4.688 top5 0.781 | Epoch: [88][373/553] Time 2.474 Data 0.001 Err 0.1661 top1 3.906 top5 1.562 | Epoch: [88][374/553] Time 2.484 Data 0.001 Err 0.2723 top1 7.031 top5 2.344 | Epoch: [88][375/553] Time 2.455 Data 0.001 Err 0.3611 top1 9.375 top5 4.688 | Epoch: [88][376/553] Time 2.507 Data 0.001 Err 0.2087 top1 6.250 top5 1.562 | Epoch: [88][377/553] Time 2.483 Data 0.000 Err 0.2973 top1 7.031 top5 2.344 | Epoch: [88][378/553] Time 2.468 Data 0.001 Err 0.2279 top1 5.469 top5 0.781 | Epoch: [88][379/553] Time 2.516 Data 0.000 Err 0.3271 top1 8.594 top5 3.906 | Epoch: [88][380/553] Time 2.451 Data 0.001 Err 0.1974 top1 6.250 top5 1.562 | Epoch: [88][381/553] Time 2.448 Data 0.001 Err 0.3408 top1 7.812 top5 3.906 | Epoch: [88][382/553] Time 2.478 Data 0.001 Err 0.2802 top1 7.031 top5 2.344 | Epoch: [88][383/553] Time 2.475 Data 0.001 Err 0.2753 top1 7.031 top5 1.562 | Epoch: [88][384/553] Time 2.445 Data 0.001 Err 0.3003 top1 6.250 top5 3.125 | Epoch: [88][385/553] Time 2.481 Data 0.001 Err 0.2227 top1 5.469 top5 2.344 | Epoch: [88][386/553] Time 2.518 Data 0.000 Err 0.0949 top1 1.562 top5 0.781 | Epoch: [88][387/553] Time 2.472 Data 0.001 Err 0.2175 top1 7.031 top5 0.781 | Epoch: [88][388/553] Time 2.450 Data 0.001 Err 0.1598 top1 5.469 top5 1.562 | Epoch: [88][389/553] Time 2.528 Data 0.001 Err 0.3274 top1 9.375 top5 2.344 | Epoch: [88][390/553] Time 2.479 Data 0.001 Err 0.3144 top1 10.156 top5 3.906 | Epoch: [88][391/553] Time 2.450 Data 0.001 Err 0.3398 top1 9.375 top5 3.906 | Epoch: [88][392/553] Time 2.445 Data 0.001 Err 0.2573 top1 5.469 top5 1.562 | Epoch: [88][393/553] Time 2.483 Data 0.003 Err 0.1604 top1 3.906 top5 0.781 | Epoch: [88][394/553] Time 2.457 Data 0.001 Err 0.1489 top1 3.125 top5 0.000 | Epoch: [88][395/553] Time 2.438 Data 0.001 Err 0.2527 top1 5.469 top5 3.125 | Epoch: [88][396/553] Time 2.439 Data 0.001 Err 0.2238 top1 6.250 top5 0.781 | Epoch: [88][397/553] Time 2.509 Data 0.001 Err 0.2566 top1 6.250 top5 1.562 | Epoch: [88][398/553] Time 2.440 Data 0.001 Err 0.2917 top1 8.594 top5 2.344 | Epoch: [88][399/553] Time 2.440 Data 0.001 Err 0.2595 top1 7.031 top5 1.562 | Epoch: [88][400/553] Time 2.447 Data 0.001 Err 0.2715 top1 7.031 top5 2.344 | Epoch: [88][401/553] Time 2.434 Data 0.001 Err 0.2511 top1 7.812 top5 1.562 | Epoch: [88][402/553] Time 2.442 Data 0.001 Err 0.2029 top1 4.688 top5 1.562 | Epoch: [88][403/553] Time 2.454 Data 0.001 Err 0.2724 top1 7.812 top5 1.562 | Epoch: [88][404/553] Time 2.542 Data 0.001 Err 0.2154 top1 7.031 top5 0.781 | Epoch: [88][405/553] Time 2.449 Data 0.001 Err 0.2881 top1 7.031 top5 3.125 | Epoch: [88][406/553] Time 2.490 Data 0.001 Err 0.1938 top1 6.250 top5 1.562 | Epoch: [88][407/553] Time 2.535 Data 0.000 Err 0.1909 top1 3.906 top5 0.781 | Epoch: [88][408/553] Time 2.521 Data 0.001 Err 0.1308 top1 1.562 top5 0.781 | Epoch: [88][409/553] Time 2.459 Data 0.001 Err 0.3687 top1 9.375 top5 3.906 | Epoch: [88][410/553] Time 2.464 Data 0.001 Err 0.2726 top1 7.812 top5 3.125 | Epoch: [88][411/553] Time 2.478 Data 0.001 Err 0.2045 top1 8.594 top5 2.344 | Epoch: [88][412/553] Time 2.446 Data 0.001 Err 0.2676 top1 9.375 top5 3.125 | Epoch: [88][413/553] Time 2.441 Data 0.000 Err 0.0952 top1 3.125 top5 0.000 | Epoch: [88][414/553] Time 2.451 Data 0.001 Err 0.2278 top1 7.031 top5 1.562 | Epoch: [88][415/553] Time 2.512 Data 0.001 Err 0.1463 top1 3.906 top5 0.000 | Epoch: [88][416/553] Time 2.443 Data 0.000 Err 0.3125 top1 9.375 top5 3.125 | Epoch: [88][417/553] Time 2.441 Data 0.001 Err 0.1500 top1 4.688 top5 0.000 | Epoch: [88][418/553] Time 2.477 Data 0.001 Err 0.2931 top1 7.812 top5 2.344 | Epoch: [88][419/553] Time 2.474 Data 0.000 Err 0.3315 top1 8.594 top5 3.125 | Epoch: [88][420/553] Time 2.453 Data 0.001 Err 0.1506 top1 3.906 top5 0.000 | Epoch: [88][421/553] Time 2.484 Data 0.001 Err 0.1866 top1 5.469 top5 1.562 | Epoch: [88][422/553] Time 2.482 Data 0.001 Err 0.2627 top1 7.031 top5 2.344 | Epoch: [88][423/553] Time 2.449 Data 0.001 Err 0.2176 top1 3.906 top5 3.125 | Epoch: [88][424/553] Time 2.472 Data 0.001 Err 0.3464 top1 8.594 top5 3.906 | Epoch: [88][425/553] Time 2.453 Data 0.001 Err 0.3637 top1 8.594 top5 3.125 | Epoch: [88][426/553] Time 2.451 Data 0.001 Err 0.1442 top1 3.906 top5 0.000 | Epoch: [88][427/553] Time 2.490 Data 0.001 Err 0.1298 top1 3.906 top5 0.781 | Epoch: [88][428/553] Time 2.457 Data 0.001 Err 0.1764 top1 3.906 top5 0.781 | Epoch: [88][429/553] Time 2.437 Data 0.001 Err 0.1630 top1 4.688 top5 0.781 | Epoch: [88][430/553] Time 2.454 Data 0.001 Err 0.1930 top1 4.688 top5 3.125 | Epoch: [88][431/553] Time 2.488 Data 0.001 Err 0.1980 top1 7.031 top5 0.000 | Epoch: [88][432/553] Time 2.448 Data 0.001 Err 0.1869 top1 3.906 top5 1.562 | Epoch: [88][433/553] Time 2.460 Data 0.001 Err 0.3789 top1 10.156 top5 4.688 | Epoch: [88][434/553] Time 2.447 Data 0.001 Err 0.2416 top1 6.250 top5 2.344 | Epoch: [88][435/553] Time 2.485 Data 0.001 Err 0.2855 top1 7.812 top5 3.125 | Epoch: [88][436/553] Time 2.445 Data 0.001 Err 0.2274 top1 4.688 top5 2.344 | Epoch: [88][437/553] Time 2.477 Data 0.001 Err 0.3151 top1 6.250 top5 3.125 | Epoch: [88][438/553] Time 2.440 Data 0.001 Err 0.1512 top1 5.469 top5 0.781 | Epoch: [88][439/553] Time 2.442 Data 0.001 Err 0.3321 top1 8.594 top5 2.344 | Epoch: [88][440/553] Time 2.475 Data 0.001 Err 0.2981 top1 10.156 top5 1.562 | Epoch: [88][441/553] Time 2.510 Data 0.001 Err 0.2523 top1 6.250 top5 1.562 | Epoch: [88][442/553] Time 2.447 Data 0.001 Err 0.1674 top1 3.906 top5 0.781 | Epoch: [88][443/553] Time 2.458 Data 0.001 Err 0.2488 top1 6.250 top5 2.344 | Epoch: [88][444/553] Time 2.464 Data 0.001 Err 0.3289 top1 10.156 top5 2.344 | Epoch: [88][445/553] Time 2.482 Data 0.001 Err 0.3888 top1 8.594 top5 3.125 | Epoch: [88][446/553] Time 2.446 Data 0.001 Err 0.2283 top1 5.469 top5 2.344 | Epoch: [88][447/553] Time 2.467 Data 0.001 Err 0.2180 top1 6.250 top5 2.344 | Epoch: [88][448/553] Time 2.468 Data 0.001 Err 0.1851 top1 4.688 top5 0.781 | Epoch: [88][449/553] Time 2.440 Data 0.001 Err 0.2216 top1 6.250 top5 0.781 | Epoch: [88][450/553] Time 2.487 Data 0.002 Err 0.2466 top1 8.594 top5 2.344 | Epoch: [88][451/553] Time 2.476 Data 0.001 Err 0.2563 top1 7.031 top5 1.562 | Epoch: [88][452/553] Time 2.502 Data 0.001 Err 0.1878 top1 4.688 top5 0.781 | Epoch: [88][453/553] Time 2.458 Data 0.001 Err 0.2040 top1 5.469 top5 0.781 | Epoch: [88][454/553] Time 2.471 Data 0.000 Err 0.2034 top1 6.250 top5 0.781 | Epoch: [88][455/553] Time 2.481 Data 0.001 Err 0.2336 top1 7.031 top5 0.781 | Epoch: [88][456/553] Time 2.488 Data 0.001 Err 0.1802 top1 3.906 top5 1.562 | Epoch: [88][457/553] Time 2.441 Data 0.001 Err 0.1725 top1 7.031 top5 0.781 | Epoch: [88][458/553] Time 2.462 Data 0.001 Err 0.3532 top1 7.812 top5 2.344 | Epoch: [88][459/553] Time 2.462 Data 0.001 Err 0.2853 top1 8.594 top5 2.344 | Epoch: [88][460/553] Time 2.489 Data 0.001 Err 0.2666 top1 8.594 top5 1.562 | Epoch: [88][461/553] Time 2.523 Data 0.001 Err 0.1792 top1 5.469 top5 0.781 | Epoch: [88][462/553] Time 2.495 Data 0.001 Err 0.2629 top1 9.375 top5 1.562 | Epoch: [88][463/553] Time 2.511 Data 0.001 Err 0.2461 top1 6.250 top5 3.125 | Epoch: [88][464/553] Time 2.480 Data 0.001 Err 0.1907 top1 5.469 top5 0.781 | Epoch: [88][465/553] Time 2.491 Data 0.001 Err 0.1964 top1 7.031 top5 1.562 | Epoch: [88][466/553] Time 2.529 Data 0.001 Err 0.2285 top1 6.250 top5 1.562 | Epoch: [88][467/553] Time 2.438 Data 0.001 Err 0.3435 top1 7.812 top5 3.125 | Epoch: [88][468/553] Time 2.441 Data 0.001 Err 0.2050 top1 5.469 top5 1.562 | Epoch: [88][469/553] Time 2.442 Data 0.002 Err 0.3367 top1 10.156 top5 1.562 | Epoch: [88][470/553] Time 2.444 Data 0.001 Err 0.1781 top1 4.688 top5 1.562 | Epoch: [88][471/553] Time 2.437 Data 0.001 Err 0.1687 top1 3.906 top5 0.781 | Epoch: [88][472/553] Time 2.441 Data 0.001 Err 0.2196 top1 5.469 top5 1.562 | Epoch: [88][473/553] Time 2.457 Data 0.001 Err 0.1331 top1 3.125 top5 0.781 | Epoch: [88][474/553] Time 2.488 Data 0.001 Err 0.2010 top1 3.906 top5 1.562 | Epoch: [88][475/553] Time 2.454 Data 0.001 Err 0.2854 top1 7.812 top5 3.125 | Epoch: [88][476/553] Time 2.507 Data 0.001 Err 0.2603 top1 5.469 top5 0.000 | Epoch: [88][477/553] Time 2.475 Data 0.001 Err 0.3058 top1 7.812 top5 2.344 | Epoch: [88][478/553] Time 2.440 Data 0.001 Err 0.1396 top1 3.906 top5 0.781 | Epoch: [88][479/553] Time 2.440 Data 0.001 Err 0.3132 top1 10.156 top5 1.562 | Epoch: [88][480/553] Time 2.470 Data 0.001 Err 0.2463 top1 7.812 top5 3.125 | Epoch: [88][481/553] Time 2.447 Data 0.001 Err 0.3113 top1 6.250 top5 3.906 | Epoch: [88][482/553] Time 2.453 Data 0.000 Err 0.1599 top1 2.344 top5 0.781 | Epoch: [88][483/553] Time 2.440 Data 0.001 Err 0.3139 top1 7.812 top5 1.562 | Epoch: [88][484/553] Time 2.441 Data 0.001 Err 0.1308 top1 3.906 top5 0.000 | Epoch: [88][485/553] Time 2.476 Data 0.001 Err 0.3544 top1 9.375 top5 3.125 | Epoch: [88][486/553] Time 2.475 Data 0.001 Err 0.1753 top1 4.688 top5 0.781 | Epoch: [88][487/553] Time 2.472 Data 0.001 Err 0.2138 top1 4.688 top5 0.000 | Epoch: [88][488/553] Time 2.472 Data 0.003 Err 0.3503 top1 10.938 top5 3.125 | Epoch: [88][489/553] Time 2.443 Data 0.001 Err 0.1781 top1 3.906 top5 0.781 | Epoch: [88][490/553] Time 2.481 Data 0.001 Err 0.1723 top1 5.469 top5 0.781 | Epoch: [88][491/553] Time 2.451 Data 0.001 Err 0.1925 top1 3.906 top5 1.562 | Epoch: [88][492/553] Time 2.442 Data 0.001 Err 0.3206 top1 7.031 top5 3.906 | Epoch: [88][493/553] Time 2.447 Data 0.001 Err 0.3065 top1 4.688 top5 3.906 | Epoch: [88][494/553] Time 2.470 Data 0.001 Err 0.2237 top1 5.469 top5 1.562 | Epoch: [88][495/553] Time 2.438 Data 0.001 Err 0.1863 top1 3.906 top5 2.344 | Epoch: [88][496/553] Time 2.442 Data 0.001 Err 0.1310 top1 4.688 top5 0.000 | Epoch: [88][497/553] Time 2.447 Data 0.001 Err 0.2277 top1 7.031 top5 1.562 | Epoch: [88][498/553] Time 2.458 Data 0.001 Err 0.2373 top1 8.594 top5 0.000 | Epoch: [88][499/553] Time 2.504 Data 0.001 Err 0.2443 top1 5.469 top5 2.344 | Epoch: [88][500/553] Time 2.444 Data 0.001 Err 0.3238 top1 8.594 top5 1.562 | Epoch: [88][501/553] Time 2.444 Data 0.000 Err 0.2594 top1 7.031 top5 0.781 | Epoch: [88][502/553] Time 2.444 Data 0.001 Err 0.1870 top1 3.906 top5 1.562 | Epoch: [88][503/553] Time 2.469 Data 0.001 Err 0.1428 top1 3.906 top5 0.000 | Epoch: [88][504/553] Time 2.445 Data 0.001 Err 0.1602 top1 3.125 top5 0.781 | Epoch: [88][505/553] Time 2.445 Data 0.001 Err 0.2335 top1 5.469 top5 1.562 | Epoch: [88][506/553] Time 2.466 Data 0.001 Err 0.2769 top1 8.594 top5 2.344 | Epoch: [88][507/553] Time 2.438 Data 0.002 Err 0.2555 top1 6.250 top5 3.125 | Epoch: [88][508/553] Time 2.443 Data 0.001 Err 0.3179 top1 8.594 top5 3.125 | Epoch: [88][509/553] Time 2.441 Data 0.001 Err 0.2558 top1 4.688 top5 3.125 | Epoch: [88][510/553] Time 2.472 Data 0.000 Err 0.1987 top1 5.469 top5 1.562 | Epoch: [88][511/553] Time 2.438 Data 0.001 Err 0.2393 top1 7.812 top5 0.781 | Epoch: [88][512/553] Time 2.492 Data 0.001 Err 0.4104 top1 9.375 top5 3.125 | Epoch: [88][513/553] Time 2.470 Data 0.001 Err 0.2070 top1 4.688 top5 0.781 | Epoch: [88][514/553] Time 2.473 Data 0.001 Err 0.2319 top1 3.906 top5 2.344 | Epoch: [88][515/553] Time 2.445 Data 0.002 Err 0.1747 top1 5.469 top5 1.562 | Epoch: [88][516/553] Time 2.443 Data 0.001 Err 0.1825 top1 5.469 top5 2.344 | Epoch: [88][517/553] Time 2.489 Data 0.001 Err 0.1244 top1 2.344 top5 0.781 | Epoch: [88][518/553] Time 2.478 Data 0.001 Err 0.2835 top1 5.469 top5 1.562 | Epoch: [88][519/553] Time 2.449 Data 0.001 Err 0.2110 top1 6.250 top5 2.344 | Epoch: [88][520/553] Time 2.475 Data 0.001 Err 0.3191 top1 8.594 top5 2.344 | Epoch: [88][521/553] Time 2.491 Data 0.000 Err 0.1773 top1 3.906 top5 1.562 | Epoch: [88][522/553] Time 2.437 Data 0.001 Err 0.1717 top1 5.469 top5 0.000 | Epoch: [88][523/553] Time 2.444 Data 0.001 Err 0.1346 top1 3.125 top5 0.000 | Epoch: [88][524/553] Time 2.457 Data 0.001 Err 0.3984 top1 11.719 top5 5.469 | Epoch: [88][525/553] Time 2.440 Data 0.001 Err 0.1785 top1 6.250 top5 0.000 | Epoch: [88][526/553] Time 2.471 Data 0.004 Err 0.2069 top1 5.469 top5 2.344 | Epoch: [88][527/553] Time 2.441 Data 0.001 Err 0.1711 top1 4.688 top5 0.781 | Epoch: [88][528/553] Time 2.449 Data 0.001 Err 0.2261 top1 5.469 top5 2.344 | Epoch: [88][529/553] Time 2.432 Data 0.001 Err 0.3271 top1 8.594 top5 2.344 | Epoch: [88][530/553] Time 2.445 Data 0.001 Err 0.3740 top1 8.594 top5 3.906 | Epoch: [88][531/553] Time 2.466 Data 0.001 Err 0.3059 top1 8.594 top5 2.344 | Epoch: [88][532/553] Time 2.517 Data 0.001 Err 0.2722 top1 5.469 top5 0.000 | Epoch: [88][533/553] Time 2.442 Data 0.001 Err 0.1313 top1 3.125 top5 0.781 | Epoch: [88][534/553] Time 2.440 Data 0.001 Err 0.4100 top1 10.156 top5 4.688 | Epoch: [88][535/553] Time 2.436 Data 0.001 Err 0.2280 top1 4.688 top5 0.781 | Epoch: [88][536/553] Time 2.486 Data 0.001 Err 0.1700 top1 3.125 top5 1.562 | Epoch: [88][537/553] Time 2.451 Data 0.001 Err 0.1303 top1 3.906 top5 0.000 | Epoch: [88][538/553] Time 2.555 Data 0.001 Err 0.2785 top1 6.250 top5 2.344 | Epoch: [88][539/553] Time 2.485 Data 0.001 Err 0.2447 top1 5.469 top5 3.125 | Epoch: [88][540/553] Time 2.482 Data 0.001 Err 0.1452 top1 3.125 top5 0.781 | Epoch: [88][541/553] Time 2.454 Data 0.001 Err 0.2369 top1 6.250 top5 2.344 | Epoch: [88][542/553] Time 2.476 Data 0.001 Err 0.2101 top1 6.250 top5 1.562 | Epoch: [88][543/553] Time 2.446 Data 0.000 Err 0.1697 top1 4.688 top5 1.562 | Epoch: [88][544/553] Time 2.488 Data 0.000 Err 0.2734 top1 7.812 top5 3.125 | Epoch: [88][545/553] Time 2.437 Data 0.000 Err 0.2239 top1 6.250 top5 0.781 | Epoch: [88][546/553] Time 2.454 Data 0.000 Err 0.3181 top1 9.375 top5 1.562 | Epoch: [88][547/553] Time 2.446 Data 0.000 Err 0.3223 top1 6.250 top5 2.344 | Epoch: [88][548/553] Time 2.442 Data 0.001 Err 0.2785 top1 5.469 top5 1.562 | Epoch: [88][549/553] Time 2.480 Data 0.000 Err 0.1810 top1 4.688 top5 0.781 | Epoch: [88][550/553] Time 2.476 Data 0.000 Err 0.2247 top1 5.469 top5 2.344 | Epoch: [88][551/553] Time 2.444 Data 0.000 Err 0.2262 top1 6.250 top5 1.562 | Epoch: [88][552/553] Time 2.441 Data 0.000 Err 0.3040 top1 6.250 top5 3.125 | Epoch: [88][553/553] Time 1.029 Data 0.000 Err 0.2276 top1 6.818 top5 0.000 | Test: [88][1/198] Time 2.571 Data 1.845 top1 12.500 ( 12.500) top5 3.906 ( 3.906) | Test: [88][2/198] Time 0.735 Data 0.001 top1 14.844 ( 13.672) top5 2.344 ( 3.125) | Test: [88][3/198] Time 0.717 Data 0.000 top1 14.844 ( 14.062) top5 1.562 ( 2.604) | Test: [88][4/198] Time 0.719 Data 0.001 top1 8.594 ( 12.695) top5 1.562 ( 2.344) | Test: [88][5/198] Time 0.719 Data 0.001 top1 15.625 ( 13.281) top5 4.688 ( 2.812) | Test: [88][6/198] Time 0.728 Data 0.001 top1 14.844 ( 13.542) top5 1.562 ( 2.604) | Test: [88][7/198] Time 0.710 Data 0.001 top1 14.844 ( 13.728) top5 2.344 ( 2.567) | Test: [88][8/198] Time 0.723 Data 0.001 top1 10.938 ( 13.379) top5 1.562 ( 2.441) | Test: [88][9/198] Time 0.712 Data 0.000 top1 14.062 ( 13.455) top5 2.344 ( 2.431) | Test: [88][10/198] Time 0.716 Data 0.001 top1 14.844 ( 13.594) top5 2.344 ( 2.422) | Test: [88][11/198] Time 0.728 Data 0.001 top1 12.500 ( 13.494) top5 3.125 ( 2.486) | Test: [88][12/198] Time 0.724 Data 0.001 top1 14.062 ( 13.542) top5 3.125 ( 2.539) | Test: [88][13/198] Time 0.728 Data 0.001 top1 13.281 ( 13.522) top5 2.344 ( 2.524) | Test: [88][14/198] Time 0.733 Data 0.001 top1 13.281 ( 13.504) top5 1.562 ( 2.455) | Test: [88][15/198] Time 0.727 Data 0.001 top1 15.625 ( 13.646) top5 0.000 ( 2.292) | Test: [88][16/198] Time 0.742 Data 0.001 top1 10.938 ( 13.477) top5 3.125 ( 2.344) | Test: [88][17/198] Time 0.732 Data 0.000 top1 11.719 ( 13.373) top5 1.562 ( 2.298) | Test: [88][18/198] Time 0.723 Data 0.001 top1 7.812 ( 13.064) top5 1.562 ( 2.257) | Test: [88][19/198] Time 0.727 Data 0.001 top1 14.844 ( 13.158) top5 1.562 ( 2.220) | Test: [88][20/198] Time 0.719 Data 0.001 top1 4.688 ( 12.734) top5 0.000 ( 2.109) | Test: [88][21/198] Time 0.718 Data 0.001 top1 16.406 ( 12.909) top5 2.344 ( 2.121) | Test: [88][22/198] Time 0.722 Data 0.001 top1 13.281 ( 12.926) top5 0.781 ( 2.060) | Test: [88][23/198] Time 0.724 Data 0.002 top1 10.938 ( 12.840) top5 3.125 ( 2.106) | Test: [88][24/198] Time 0.719 Data 0.001 top1 10.156 ( 12.728) top5 1.562 ( 2.083) | Test: [88][25/198] Time 0.716 Data 0.001 top1 10.938 ( 12.656) top5 2.344 ( 2.094) | Test: [88][26/198] Time 0.725 Data 0.001 top1 11.719 ( 12.620) top5 0.781 ( 2.043) | Test: [88][27/198] Time 0.771 Data 0.001 top1 13.281 ( 12.645) top5 2.344 ( 2.054) | Test: [88][28/198] Time 0.726 Data 0.001 top1 11.719 ( 12.612) top5 3.125 ( 2.093) | Test: [88][29/198] Time 0.731 Data 0.001 top1 11.719 ( 12.581) top5 1.562 ( 2.074) | Test: [88][30/198] Time 0.721 Data 0.001 top1 10.156 ( 12.500) top5 3.906 ( 2.135) | Test: [88][31/198] Time 0.726 Data 0.001 top1 13.281 ( 12.525) top5 3.906 ( 2.193) | Test: [88][32/198] Time 0.719 Data 0.001 top1 16.406 ( 12.646) top5 4.688 ( 2.271) | Test: [88][33/198] Time 0.770 Data 0.001 top1 10.938 ( 12.595) top5 3.125 ( 2.296) | Test: [88][34/198] Time 0.781 Data 0.000 top1 14.844 ( 12.661) top5 3.125 ( 2.321) | Test: [88][35/198] Time 0.756 Data 0.000 top1 10.156 ( 12.589) top5 1.562 ( 2.299) | Test: [88][36/198] Time 0.728 Data 0.001 top1 7.031 ( 12.435) top5 2.344 ( 2.300) | Test: [88][37/198] Time 0.727 Data 0.001 top1 10.938 ( 12.394) top5 0.781 ( 2.259) | Test: [88][38/198] Time 0.724 Data 0.000 top1 9.375 ( 12.315) top5 1.562 ( 2.241) | Test: [88][39/198] Time 0.736 Data 0.001 top1 8.594 ( 12.220) top5 3.906 ( 2.284) | Test: [88][40/198] Time 0.730 Data 0.001 top1 12.500 ( 12.227) top5 2.344 ( 2.285) | Test: [88][41/198] Time 0.722 Data 0.001 top1 12.500 ( 12.233) top5 3.125 ( 2.306) | Test: [88][42/198] Time 0.809 Data 0.001 top1 11.719 ( 12.221) top5 1.562 ( 2.288) | Test: [88][43/198] Time 0.779 Data 0.001 top1 10.938 ( 12.191) top5 1.562 ( 2.271) | Test: [88][44/198] Time 0.815 Data 0.001 top1 11.719 ( 12.180) top5 3.906 ( 2.308) | Test: [88][45/198] Time 0.733 Data 0.001 top1 17.188 ( 12.292) top5 2.344 ( 2.309) | Test: [88][46/198] Time 0.814 Data 0.001 top1 14.062 ( 12.330) top5 2.344 ( 2.310) | Test: [88][47/198] Time 0.738 Data 0.001 top1 15.625 ( 12.400) top5 1.562 ( 2.294) | Test: [88][48/198] Time 0.727 Data 0.001 top1 13.281 ( 12.419) top5 3.125 ( 2.311) | Test: [88][49/198] Time 0.718 Data 0.001 top1 13.281 ( 12.436) top5 2.344 ( 2.312) | Test: [88][50/198] Time 0.725 Data 0.001 top1 14.062 ( 12.469) top5 0.000 ( 2.266) | Test: [88][51/198] Time 0.722 Data 0.001 top1 9.375 ( 12.408) top5 3.906 ( 2.298) | Test: [88][52/198] Time 0.731 Data 0.001 top1 15.625 ( 12.470) top5 3.125 ( 2.314) | Test: [88][53/198] Time 0.729 Data 0.005 top1 12.500 ( 12.471) top5 1.562 ( 2.300) | Test: [88][54/198] Time 0.732 Data 0.001 top1 15.625 ( 12.529) top5 3.125 ( 2.315) | Test: [88][55/198] Time 0.722 Data 0.003 top1 11.719 ( 12.514) top5 0.781 ( 2.287) | Test: [88][56/198] Time 0.718 Data 0.000 top1 12.500 ( 12.514) top5 1.562 ( 2.274) | Test: [88][57/198] Time 0.738 Data 0.001 top1 10.938 ( 12.486) top5 2.344 ( 2.275) | Test: [88][58/198] Time 0.738 Data 0.000 top1 17.188 ( 12.567) top5 3.125 ( 2.290) | Test: [88][59/198] Time 0.738 Data 0.001 top1 14.062 ( 12.593) top5 3.125 ( 2.304) | Test: [88][60/198] Time 0.716 Data 0.000 top1 15.625 ( 12.643) top5 0.781 ( 2.279) | Test: [88][61/198] Time 0.726 Data 0.000 top1 10.156 ( 12.602) top5 3.906 ( 2.305) | Test: [88][62/198] Time 0.715 Data 0.001 top1 15.625 ( 12.651) top5 1.562 ( 2.293) | Test: [88][63/198] Time 0.718 Data 0.001 top1 10.938 ( 12.624) top5 1.562 ( 2.282) | Test: [88][64/198] Time 0.767 Data 0.000 top1 8.594 ( 12.561) top5 2.344 ( 2.283) | Test: [88][65/198] Time 0.796 Data 0.001 top1 12.500 ( 12.560) top5 0.781 ( 2.260) | Test: [88][66/198] Time 0.726 Data 0.001 top1 13.281 ( 12.571) top5 3.125 ( 2.273) | Test: [88][67/198] Time 0.819 Data 0.001 top1 9.375 ( 12.523) top5 1.562 ( 2.262) | Test: [88][68/198] Time 0.784 Data 0.001 top1 14.844 ( 12.557) top5 1.562 ( 2.252) | Test: [88][69/198] Time 0.821 Data 0.001 top1 9.375 ( 12.511) top5 0.781 ( 2.231) | Test: [88][70/198] Time 0.784 Data 0.001 top1 12.500 ( 12.511) top5 3.906 ( 2.254) | Test: [88][71/198] Time 0.761 Data 0.001 top1 7.812 ( 12.445) top5 1.562 ( 2.245) | Test: [88][72/198] Time 0.727 Data 0.004 top1 10.938 ( 12.424) top5 3.125 ( 2.257) | Test: [88][73/198] Time 0.718 Data 0.000 top1 18.750 ( 12.511) top5 4.688 ( 2.290) | Test: [88][74/198] Time 0.747 Data 0.003 top1 14.062 ( 12.532) top5 2.344 ( 2.291) | Test: [88][75/198] Time 0.820 Data 0.001 top1 13.281 ( 12.542) top5 1.562 ( 2.281) | Test: [88][76/198] Time 0.726 Data 0.001 top1 12.500 ( 12.541) top5 3.125 ( 2.292) | Test: [88][77/198] Time 0.809 Data 0.001 top1 13.281 ( 12.551) top5 0.781 ( 2.273) | Test: [88][78/198] Time 0.821 Data 0.003 top1 9.375 ( 12.510) top5 1.562 ( 2.264) | Test: [88][79/198] Time 0.828 Data 0.003 top1 13.281 ( 12.520) top5 1.562 ( 2.255) | Test: [88][80/198] Time 0.787 Data 0.001 top1 7.812 ( 12.461) top5 1.562 ( 2.246) | Test: [88][81/198] Time 0.730 Data 0.004 top1 10.938 ( 12.442) top5 2.344 ( 2.247) | Test: [88][82/198] Time 0.720 Data 0.000 top1 11.719 ( 12.433) top5 2.344 ( 2.248) | Test: [88][83/198] Time 0.724 Data 0.000 top1 12.500 ( 12.434) top5 1.562 ( 2.240) | Test: [88][84/198] Time 0.717 Data 0.001 top1 7.031 ( 12.370) top5 0.000 ( 2.214) | Test: [88][85/198] Time 0.721 Data 0.000 top1 7.031 ( 12.307) top5 1.562 ( 2.206) | Test: [88][86/198] Time 0.718 Data 0.000 top1 17.969 ( 12.373) top5 3.906 ( 2.226) | Test: [88][87/198] Time 0.728 Data 0.000 top1 14.844 ( 12.401) top5 4.688 ( 2.254) | Test: [88][88/198] Time 0.723 Data 0.000 top1 14.062 ( 12.420) top5 3.906 ( 2.273) | Test: [88][89/198] Time 0.717 Data 0.001 top1 8.594 ( 12.377) top5 2.344 ( 2.274) | Test: [88][90/198] Time 0.722 Data 0.001 top1 12.500 ( 12.378) top5 1.562 ( 2.266) | Test: [88][91/198] Time 0.751 Data 0.000 top1 14.844 ( 12.406) top5 2.344 ( 2.266) | Test: [88][92/198] Time 0.748 Data 0.000 top1 10.938 ( 12.390) top5 0.781 ( 2.250) | Test: [88][93/198] Time 0.715 Data 0.000 top1 13.281 ( 12.399) top5 6.250 ( 2.293) | Test: [88][94/198] Time 0.717 Data 0.000 top1 11.719 ( 12.392) top5 3.906 ( 2.311) | Test: [88][95/198] Time 0.717 Data 0.001 top1 9.375 ( 12.360) top5 2.344 ( 2.311) | Test: [88][96/198] Time 0.719 Data 0.001 top1 11.719 ( 12.354) top5 2.344 ( 2.311) | Test: [88][97/198] Time 0.828 Data 0.001 top1 14.062 ( 12.371) top5 0.781 ( 2.295) | Test: [88][98/198] Time 0.823 Data 0.001 top1 11.719 ( 12.364) top5 0.781 ( 2.280) | Test: [88][99/198] Time 0.726 Data 0.001 top1 9.375 ( 12.334) top5 0.000 ( 2.257) | Test: [88][100/198] Time 0.835 Data 0.004 top1 14.844 ( 12.359) top5 3.125 ( 2.266) | Test: [88][101/198] Time 0.832 Data 0.000 top1 15.625 ( 12.392) top5 7.031 ( 2.313) | Test: [88][102/198] Time 0.830 Data 0.001 top1 18.750 ( 12.454) top5 3.906 ( 2.328) | Test: [88][103/198] Time 0.811 Data 0.000 top1 10.938 ( 12.439) top5 3.906 ( 2.344) | Test: [88][104/198] Time 0.757 Data 0.003 top1 8.594 ( 12.402) top5 1.562 ( 2.336) | Test: [88][105/198] Time 0.722 Data 0.000 top1 12.500 ( 12.403) top5 5.469 ( 2.366) | Test: [88][106/198] Time 0.726 Data 0.003 top1 13.281 ( 12.412) top5 1.562 ( 2.358) | Test: [88][107/198] Time 0.799 Data 0.000 top1 9.375 ( 12.383) top5 0.781 ( 2.344) | Test: [88][108/198] Time 0.771 Data 0.001 top1 10.938 ( 12.370) top5 3.125 ( 2.351) | Test: [88][109/198] Time 0.753 Data 0.001 top1 6.250 ( 12.314) top5 0.781 ( 2.337) | Test: [88][110/198] Time 0.721 Data 0.000 top1 10.938 ( 12.301) top5 0.781 ( 2.322) | Test: [88][111/198] Time 0.714 Data 0.000 top1 11.719 ( 12.296) top5 1.562 ( 2.316) | Test: [88][112/198] Time 0.726 Data 0.001 top1 11.719 ( 12.291) top5 1.562 ( 2.309) | Test: [88][113/198] Time 0.723 Data 0.000 top1 12.500 ( 12.293) top5 3.906 ( 2.323) | Test: [88][114/198] Time 0.721 Data 0.000 top1 8.594 ( 12.260) top5 3.125 ( 2.330) | Test: [88][115/198] Time 0.716 Data 0.000 top1 19.531 ( 12.323) top5 5.469 ( 2.357) | Test: [88][116/198] Time 0.716 Data 0.000 top1 11.719 ( 12.318) top5 3.125 ( 2.364) | Test: [88][117/198] Time 0.723 Data 0.001 top1 16.406 ( 12.353) top5 2.344 ( 2.364) | Test: [88][118/198] Time 0.715 Data 0.000 top1 10.938 ( 12.341) top5 0.000 ( 2.344) | Test: [88][119/198] Time 0.767 Data 0.000 top1 8.594 ( 12.310) top5 0.781 ( 2.331) | Test: [88][120/198] Time 0.800 Data 0.001 top1 14.062 ( 12.324) top5 0.781 ( 2.318) | Test: [88][121/198] Time 0.816 Data 0.000 top1 12.500 ( 12.326) top5 2.344 ( 2.318) | Test: [88][122/198] Time 0.800 Data 0.000 top1 24.219 ( 12.423) top5 3.125 ( 2.325) | Test: [88][123/198] Time 0.795 Data 0.000 top1 14.062 ( 12.436) top5 2.344 ( 2.325) | Test: [88][124/198] Time 0.830 Data 0.000 top1 7.031 ( 12.393) top5 1.562 ( 2.319) | Test: [88][125/198] Time 0.786 Data 0.001 top1 11.719 ( 12.387) top5 3.125 ( 2.325) | Test: [88][126/198] Time 0.724 Data 0.001 top1 10.156 ( 12.370) top5 1.562 ( 2.319) | Test: [88][127/198] Time 0.722 Data 0.001 top1 13.281 ( 12.377) top5 3.906 ( 2.331) | Test: [88][128/198] Time 0.727 Data 0.001 top1 7.031 ( 12.335) top5 1.562 ( 2.325) | Test: [88][129/198] Time 0.728 Data 0.004 top1 10.938 ( 12.324) top5 3.125 ( 2.332) | Test: [88][130/198] Time 0.734 Data 0.001 top1 19.531 ( 12.380) top5 4.688 ( 2.350) | Test: [88][131/198] Time 0.727 Data 0.001 top1 17.188 ( 12.417) top5 2.344 ( 2.350) | Test: [88][132/198] Time 0.825 Data 0.001 top1 11.719 ( 12.411) top5 3.906 ( 2.362) | Test: [88][133/198] Time 0.829 Data 0.001 top1 9.375 ( 12.388) top5 1.562 ( 2.355) | Test: [88][134/198] Time 0.814 Data 0.000 top1 12.500 ( 12.389) top5 1.562 ( 2.350) | Test: [88][135/198] Time 0.764 Data 0.000 top1 9.375 ( 12.367) top5 1.562 ( 2.344) | Test: [88][136/198] Time 0.734 Data 0.017 top1 12.500 ( 12.368) top5 2.344 ( 2.344) | Test: [88][137/198] Time 0.716 Data 0.000 top1 9.375 ( 12.346) top5 1.562 ( 2.338) | Test: [88][138/198] Time 0.732 Data 0.001 top1 11.719 ( 12.341) top5 2.344 ( 2.338) | Test: [88][139/198] Time 0.720 Data 0.001 top1 10.938 ( 12.331) top5 3.906 ( 2.349) | Test: [88][140/198] Time 0.733 Data 0.001 top1 14.844 ( 12.349) top5 1.562 ( 2.344) | Test: [88][141/198] Time 0.728 Data 0.001 top1 13.281 ( 12.356) top5 2.344 ( 2.344) | Test: [88][142/198] Time 0.720 Data 0.000 top1 17.188 ( 12.390) top5 1.562 ( 2.338) | Test: [88][143/198] Time 0.725 Data 0.001 top1 10.156 ( 12.374) top5 2.344 ( 2.338) | Test: [88][144/198] Time 0.724 Data 0.000 top1 7.031 ( 12.337) top5 2.344 ( 2.338) | Test: [88][145/198] Time 0.720 Data 0.002 top1 17.188 ( 12.371) top5 3.906 ( 2.349) | Test: [88][146/198] Time 0.718 Data 0.001 top1 10.938 ( 12.361) top5 2.344 ( 2.349) | Test: [88][147/198] Time 0.718 Data 0.001 top1 10.156 ( 12.346) top5 3.125 ( 2.354) | Test: [88][148/198] Time 0.722 Data 0.000 top1 16.406 ( 12.373) top5 5.469 ( 2.375) | Test: [88][149/198] Time 0.755 Data 0.001 top1 10.156 ( 12.358) top5 0.781 ( 2.365) | Test: [88][150/198] Time 0.796 Data 0.001 top1 10.156 ( 12.344) top5 0.000 ( 2.349) | Test: [88][151/198] Time 0.794 Data 0.000 top1 3.906 ( 12.288) top5 0.000 ( 2.333) | Test: [88][152/198] Time 0.791 Data 0.000 top1 13.281 ( 12.294) top5 2.344 ( 2.333) | Test: [88][153/198] Time 0.774 Data 0.000 top1 16.406 ( 12.321) top5 1.562 ( 2.328) | Test: [88][154/198] Time 0.733 Data 0.001 top1 12.500 ( 12.322) top5 1.562 ( 2.323) | Test: [88][155/198] Time 0.717 Data 0.001 top1 10.938 ( 12.314) top5 3.125 ( 2.329) | Test: [88][156/198] Time 0.721 Data 0.001 top1 14.062 ( 12.325) top5 3.906 ( 2.339) | Test: [88][157/198] Time 0.729 Data 0.009 top1 7.031 ( 12.291) top5 1.562 ( 2.334) | Test: [88][158/198] Time 0.839 Data 0.001 top1 10.938 ( 12.282) top5 1.562 ( 2.329) | Test: [88][159/198] Time 0.828 Data 0.001 top1 9.375 ( 12.264) top5 3.125 ( 2.334) | Test: [88][160/198] Time 0.841 Data 0.001 top1 15.625 ( 12.285) top5 3.125 ( 2.339) | Test: [88][161/198] Time 0.830 Data 0.001 top1 13.281 ( 12.291) top5 3.906 ( 2.349) | Test: [88][162/198] Time 0.795 Data 0.003 top1 15.625 ( 12.312) top5 5.469 ( 2.368) | Test: [88][163/198] Time 0.779 Data 0.005 top1 18.750 ( 12.351) top5 0.000 ( 2.353) | Test: [88][164/198] Time 0.808 Data 0.001 top1 10.938 ( 12.343) top5 3.125 ( 2.358) | Test: [88][165/198] Time 0.753 Data 0.001 top1 13.281 ( 12.348) top5 1.562 ( 2.353) | Test: [88][166/198] Time 0.720 Data 0.000 top1 9.375 ( 12.331) top5 0.781 ( 2.344) | Test: [88][167/198] Time 0.723 Data 0.000 top1 15.625 ( 12.350) top5 2.344 ( 2.344) | Test: [88][168/198] Time 0.713 Data 0.001 top1 11.719 ( 12.347) top5 3.906 ( 2.353) | Test: [88][169/198] Time 0.723 Data 0.001 top1 14.844 ( 12.361) top5 0.781 ( 2.344) | Test: [88][170/198] Time 0.719 Data 0.001 top1 4.688 ( 12.316) top5 1.562 ( 2.339) | Test: [88][171/198] Time 0.716 Data 0.001 top1 12.500 ( 12.317) top5 1.562 ( 2.335) | Test: [88][172/198] Time 0.719 Data 0.001 top1 10.156 ( 12.305) top5 3.125 ( 2.339) | Test: [88][173/198] Time 0.717 Data 0.001 top1 17.188 ( 12.333) top5 2.344 ( 2.339) | Test: [88][174/198] Time 0.728 Data 0.000 top1 14.062 ( 12.343) top5 3.906 ( 2.348) | Test: [88][175/198] Time 0.736 Data 0.001 top1 11.719 ( 12.339) top5 3.906 ( 2.357) | Test: [88][176/198] Time 0.723 Data 0.001 top1 14.844 ( 12.354) top5 5.469 ( 2.375) | Test: [88][177/198] Time 0.720 Data 0.001 top1 10.156 ( 12.341) top5 2.344 ( 2.375) | Test: [88][178/198] Time 0.717 Data 0.001 top1 17.969 ( 12.373) top5 3.906 ( 2.383) | Test: [88][179/198] Time 0.713 Data 0.001 top1 10.156 ( 12.360) top5 3.125 ( 2.387) | Test: [88][180/198] Time 0.717 Data 0.001 top1 8.594 ( 12.339) top5 3.906 ( 2.396) | Test: [88][181/198] Time 0.817 Data 0.001 top1 13.281 ( 12.345) top5 1.562 ( 2.391) | Test: [88][182/198] Time 0.823 Data 0.001 top1 14.062 ( 12.354) top5 6.250 ( 2.412) | Test: [88][183/198] Time 0.825 Data 0.001 top1 14.062 ( 12.363) top5 1.562 ( 2.408) | Test: [88][184/198] Time 0.787 Data 0.001 top1 10.156 ( 12.351) top5 2.344 ( 2.407) | Test: [88][185/198] Time 0.788 Data 0.001 top1 10.938 ( 12.344) top5 2.344 ( 2.407) | Test: [88][186/198] Time 0.841 Data 0.000 top1 10.156 ( 12.332) top5 3.906 ( 2.415) | Test: [88][187/198] Time 0.790 Data 0.001 top1 12.500 ( 12.333) top5 4.688 ( 2.427) | Test: [88][188/198] Time 0.722 Data 0.000 top1 14.844 ( 12.346) top5 2.344 ( 2.427) | Test: [88][189/198] Time 0.832 Data 0.002 top1 14.844 ( 12.359) top5 0.000 ( 2.414) | Test: [88][190/198] Time 0.821 Data 0.000 top1 11.719 ( 12.356) top5 3.125 ( 2.418) | Test: [88][191/198] Time 0.829 Data 0.000 top1 10.938 ( 12.349) top5 4.688 ( 2.430) | Test: [88][192/198] Time 0.725 Data 0.000 top1 8.594 ( 12.329) top5 1.562 ( 2.425) | Test: [88][193/198] Time 0.733 Data 0.000 top1 10.938 ( 12.322) top5 2.344 ( 2.425) | Test: [88][194/198] Time 0.753 Data 0.011 top1 12.500 ( 12.323) top5 2.344 ( 2.424) | Test: [88][195/198] Time 0.727 Data 0.000 top1 9.375 ( 12.308) top5 2.344 ( 2.424) | Test: [88][196/198] Time 0.716 Data 0.000 top1 11.719 ( 12.305) top5 3.906 ( 2.431) | Test: [88][197/198] Time 0.260 Data 0.000 top1 14.706 ( 12.317) top5 0.000 ( 2.419) | Test: [88][198/198] Time 0.711 Data 0.000 top1 9.375 ( 12.302) top5 2.344 ( 2.419) * Finished epoch # 88 top1: 12.302 top5: 2.419 Epoch 89 => Training epoch # 89 | Epoch: [89][1/553] Time 5.033 Data 2.515 Err 0.1868 top1 6.250 top5 0.781 | Epoch: [89][2/553] Time 2.431 Data 0.001 Err 0.1795 top1 5.469 top5 0.000 | Epoch: [89][3/553] Time 2.438 Data 0.001 Err 0.2844 top1 5.469 top5 2.344 | Epoch: [89][4/553] Time 2.432 Data 0.001 Err 0.2666 top1 7.812 top5 2.344 | Epoch: [89][5/553] Time 2.476 Data 0.001 Err 0.1078 top1 3.125 top5 0.000 | Epoch: [89][6/553] Time 2.479 Data 0.001 Err 0.2921 top1 7.812 top5 0.781 | Epoch: [89][7/553] Time 2.444 Data 0.001 Err 0.1841 top1 5.469 top5 0.781 | Epoch: [89][8/553] Time 2.490 Data 0.001 Err 0.2153 top1 8.594 top5 2.344 | Epoch: [89][9/553] Time 2.503 Data 0.002 Err 0.1896 top1 5.469 top5 0.781 | Epoch: [89][10/553] Time 2.448 Data 0.001 Err 0.2107 top1 4.688 top5 2.344 | Epoch: [89][11/553] Time 2.482 Data 0.001 Err 0.1932 top1 3.906 top5 2.344 | Epoch: [89][12/553] Time 2.482 Data 0.001 Err 0.5100 top1 10.156 top5 6.250 | Epoch: [89][13/553] Time 2.472 Data 0.001 Err 0.1894 top1 3.906 top5 1.562 | Epoch: [89][14/553] Time 2.490 Data 0.001 Err 0.0991 top1 3.125 top5 0.000 | Epoch: [89][15/553] Time 2.444 Data 0.001 Err 0.2740 top1 7.031 top5 1.562 | Epoch: [89][16/553] Time 2.461 Data 0.001 Err 0.1650 top1 3.125 top5 0.781 | Epoch: [89][17/553] Time 2.490 Data 0.001 Err 0.3904 top1 9.375 top5 3.125 | Epoch: [89][18/553] Time 2.467 Data 0.001 Err 0.1805 top1 4.688 top5 1.562 | Epoch: [89][19/553] Time 2.461 Data 0.001 Err 0.2483 top1 5.469 top5 3.125 | Epoch: [89][20/553] Time 2.483 Data 0.001 Err 0.1777 top1 5.469 top5 0.781 | Epoch: [89][21/553] Time 2.464 Data 0.001 Err 0.2312 top1 6.250 top5 1.562 | Epoch: [89][22/553] Time 2.479 Data 0.001 Err 0.2677 top1 8.594 top5 0.781 | Epoch: [89][23/553] Time 2.449 Data 0.001 Err 0.2596 top1 6.250 top5 2.344 | Epoch: [89][24/553] Time 2.505 Data 0.001 Err 0.2128 top1 2.344 top5 2.344 | Epoch: [89][25/553] Time 2.478 Data 0.001 Err 0.2426 top1 6.250 top5 0.781 | Epoch: [89][26/553] Time 2.489 Data 0.001 Err 0.2691 top1 6.250 top5 2.344 | Epoch: [89][27/553] Time 2.454 Data 0.001 Err 0.2796 top1 7.812 top5 2.344 | Epoch: [89][28/553] Time 2.482 Data 0.001 Err 0.2578 top1 6.250 top5 1.562 | Epoch: [89][29/553] Time 2.486 Data 0.001 Err 0.2213 top1 5.469 top5 1.562 | Epoch: [89][30/553] Time 2.526 Data 0.001 Err 0.2070 top1 6.250 top5 0.781 | Epoch: [89][31/553] Time 2.480 Data 0.001 Err 0.2424 top1 7.031 top5 0.000 | Epoch: [89][32/553] Time 2.452 Data 0.001 Err 0.2402 top1 5.469 top5 2.344 | Epoch: [89][33/553] Time 2.496 Data 0.001 Err 0.3243 top1 10.156 top5 3.125 | Epoch: [89][34/553] Time 2.477 Data 0.001 Err 0.1567 top1 4.688 top5 1.562 | Epoch: [89][35/553] Time 2.433 Data 0.001 Err 0.1938 top1 3.906 top5 0.781 | Epoch: [89][36/553] Time 2.452 Data 0.001 Err 0.2667 top1 9.375 top5 2.344 | Epoch: [89][37/553] Time 2.551 Data 0.005 Err 0.3580 top1 7.031 top5 3.906 | Epoch: [89][38/553] Time 2.444 Data 0.001 Err 0.2740 top1 6.250 top5 2.344 | Epoch: [89][39/553] Time 2.452 Data 0.001 Err 0.1620 top1 3.125 top5 1.562 | Epoch: [89][40/553] Time 2.474 Data 0.001 Err 0.2126 top1 5.469 top5 3.125 | Epoch: [89][41/553] Time 2.512 Data 0.001 Err 0.2821 top1 7.031 top5 2.344 | Epoch: [89][42/553] Time 2.444 Data 0.001 Err 0.2112 top1 6.250 top5 1.562 | Epoch: [89][43/553] Time 2.454 Data 0.001 Err 0.1409 top1 1.562 top5 0.781 | Epoch: [89][44/553] Time 2.496 Data 0.001 Err 0.1791 top1 3.906 top5 0.781 | Epoch: [89][45/553] Time 2.450 Data 0.001 Err 0.3456 top1 7.812 top5 3.906 | Epoch: [89][46/553] Time 2.473 Data 0.001 Err 0.1758 top1 3.125 top5 1.562 | Epoch: [89][47/553] Time 2.444 Data 0.001 Err 0.2034 top1 4.688 top5 2.344 | Epoch: [89][48/553] Time 2.443 Data 0.001 Err 0.2698 top1 6.250 top5 1.562 | Epoch: [89][49/553] Time 2.470 Data 0.001 Err 0.1238 top1 2.344 top5 0.781 | Epoch: [89][50/553] Time 2.493 Data 0.001 Err 0.2439 top1 8.594 top5 2.344 | Epoch: [89][51/553] Time 2.482 Data 0.001 Err 0.1757 top1 3.125 top5 1.562 | Epoch: [89][52/553] Time 2.474 Data 0.001 Err 0.2074 top1 4.688 top5 1.562 | Epoch: [89][53/553] Time 2.443 Data 0.001 Err 0.2654 top1 6.250 top5 2.344 | Epoch: [89][54/553] Time 2.484 Data 0.001 Err 0.3152 top1 9.375 top5 3.125 | Epoch: [89][55/553] Time 2.446 Data 0.001 Err 0.2925 top1 9.375 top5 3.125 | Epoch: [89][56/553] Time 2.464 Data 0.001 Err 0.2225 top1 7.031 top5 1.562 | Epoch: [89][57/553] Time 2.478 Data 0.001 Err 0.3208 top1 7.031 top5 3.125 | Epoch: [89][58/553] Time 2.445 Data 0.001 Err 0.4519 top1 11.719 top5 4.688 | Epoch: [89][59/553] Time 2.446 Data 0.001 Err 0.1881 top1 3.125 top5 0.781 | Epoch: [89][60/553] Time 2.448 Data 0.001 Err 0.2397 top1 6.250 top5 3.125 | Epoch: [89][61/553] Time 2.446 Data 0.000 Err 0.2025 top1 5.469 top5 0.781 | Epoch: [89][62/553] Time 2.443 Data 0.001 Err 0.3238 top1 7.812 top5 3.906 | Epoch: [89][63/553] Time 2.492 Data 0.001 Err 0.1140 top1 3.125 top5 0.781 | Epoch: [89][64/553] Time 2.460 Data 0.001 Err 0.1308 top1 3.125 top5 0.781 | Epoch: [89][65/553] Time 2.441 Data 0.001 Err 0.2167 top1 6.250 top5 1.562 | Epoch: [89][66/553] Time 2.445 Data 0.007 Err 0.3326 top1 8.594 top5 3.125 | Epoch: [89][67/553] Time 2.480 Data 0.001 Err 0.2121 top1 5.469 top5 2.344 | Epoch: [89][68/553] Time 2.464 Data 0.001 Err 0.4006 top1 11.719 top5 5.469 | Epoch: [89][69/553] Time 2.463 Data 0.000 Err 0.2237 top1 6.250 top5 2.344 | Epoch: [89][70/553] Time 2.449 Data 0.001 Err 0.2420 top1 7.812 top5 1.562 | Epoch: [89][71/553] Time 2.480 Data 0.001 Err 0.1576 top1 4.688 top5 0.000 | Epoch: [89][72/553] Time 2.451 Data 0.001 Err 0.2215 top1 5.469 top5 1.562 | Epoch: [89][73/553] Time 2.464 Data 0.001 Err 0.2128 top1 5.469 top5 0.781 | Epoch: [89][74/553] Time 2.482 Data 0.001 Err 0.4714 top1 12.500 top5 3.906 | Epoch: [89][75/553] Time 2.449 Data 0.001 Err 0.2642 top1 7.812 top5 2.344 | Epoch: [89][76/553] Time 2.461 Data 0.001 Err 0.2665 top1 7.812 top5 2.344 | Epoch: [89][77/553] Time 2.443 Data 0.001 Err 0.1314 top1 1.562 top5 0.781 | Epoch: [89][78/553] Time 2.444 Data 0.001 Err 0.2237 top1 5.469 top5 3.125 | Epoch: [89][79/553] Time 2.500 Data 0.000 Err 0.2817 top1 6.250 top5 1.562 | Epoch: [89][80/553] Time 2.450 Data 0.001 Err 0.2452 top1 5.469 top5 3.125 | Epoch: [89][81/553] Time 2.464 Data 0.001 Err 0.1766 top1 3.906 top5 0.781 | Epoch: [89][82/553] Time 2.475 Data 0.001 Err 0.2567 top1 9.375 top5 3.125 | Epoch: [89][83/553] Time 2.494 Data 0.001 Err 0.3199 top1 9.375 top5 3.125 | Epoch: [89][84/553] Time 2.466 Data 0.001 Err 0.1638 top1 4.688 top5 0.000 | Epoch: [89][85/553] Time 2.463 Data 0.007 Err 0.3447 top1 10.156 top5 2.344 | Epoch: [89][86/553] Time 2.485 Data 0.000 Err 0.2654 top1 6.250 top5 2.344 | Epoch: [89][87/553] Time 2.483 Data 0.001 Err 0.1857 top1 4.688 top5 1.562 | Epoch: [89][88/553] Time 2.473 Data 0.001 Err 0.2450 top1 6.250 top5 2.344 | Epoch: [89][89/553] Time 2.448 Data 0.001 Err 0.2450 top1 7.031 top5 1.562 | Epoch: [89][90/553] Time 2.450 Data 0.000 Err 0.3080 top1 7.031 top5 3.125 | Epoch: [89][91/553] Time 2.481 Data 0.001 Err 0.1568 top1 4.688 top5 0.781 | Epoch: [89][92/553] Time 2.447 Data 0.001 Err 0.2983 top1 9.375 top5 0.000 | Epoch: [89][93/553] Time 2.443 Data 0.001 Err 0.1628 top1 3.906 top5 1.562 | Epoch: [89][94/553] Time 2.480 Data 0.001 Err 0.1941 top1 5.469 top5 1.562 | Epoch: [89][95/553] Time 2.489 Data 0.001 Err 0.2291 top1 7.031 top5 1.562 | Epoch: [89][96/553] Time 2.504 Data 0.000 Err 0.1675 top1 4.688 top5 0.781 | Epoch: [89][97/553] Time 2.442 Data 0.001 Err 0.2223 top1 7.031 top5 1.562 | Epoch: [89][98/553] Time 2.433 Data 0.001 Err 0.2149 top1 7.812 top5 0.781 | Epoch: [89][99/553] Time 2.483 Data 0.001 Err 0.3464 top1 8.594 top5 3.125 | Epoch: [89][100/553] Time 2.509 Data 0.001 Err 0.2065 top1 5.469 top5 0.781 | Epoch: [89][101/553] Time 2.448 Data 0.001 Err 0.4250 top1 10.938 top5 3.906 | Epoch: [89][102/553] Time 2.445 Data 0.001 Err 0.1920 top1 4.688 top5 1.562 | Epoch: [89][103/553] Time 2.448 Data 0.001 Err 0.2095 top1 5.469 top5 2.344 | Epoch: [89][104/553] Time 2.453 Data 0.003 Err 0.1807 top1 3.906 top5 0.000 | Epoch: [89][105/553] Time 2.449 Data 0.001 Err 0.1529 top1 4.688 top5 0.781 | Epoch: [89][106/553] Time 2.447 Data 0.001 Err 0.2071 top1 5.469 top5 1.562 | Epoch: [89][107/553] Time 2.438 Data 0.001 Err 0.1154 top1 2.344 top5 0.781 | Epoch: [89][108/553] Time 2.499 Data 0.001 Err 0.2612 top1 4.688 top5 3.125 | Epoch: [89][109/553] Time 2.477 Data 0.001 Err 0.2160 top1 7.812 top5 1.562 | Epoch: [89][110/553] Time 2.504 Data 0.001 Err 0.2741 top1 5.469 top5 3.125 | Epoch: [89][111/553] Time 2.441 Data 0.000 Err 0.2876 top1 8.594 top5 1.562 | Epoch: [89][112/553] Time 2.443 Data 0.001 Err 0.1857 top1 4.688 top5 1.562 | Epoch: [89][113/553] Time 2.487 Data 0.001 Err 0.2583 top1 6.250 top5 3.125 | Epoch: [89][114/553] Time 2.450 Data 0.001 Err 0.1986 top1 5.469 top5 1.562 | Epoch: [89][115/553] Time 2.449 Data 0.001 Err 0.1977 top1 5.469 top5 1.562 | Epoch: [89][116/553] Time 2.455 Data 0.000 Err 0.1734 top1 5.469 top5 0.781 | Epoch: [89][117/553] Time 2.456 Data 0.001 Err 0.1324 top1 1.562 top5 0.781 | Epoch: [89][118/553] Time 2.475 Data 0.001 Err 0.3077 top1 7.812 top5 3.125 | Epoch: [89][119/553] Time 2.490 Data 0.001 Err 0.2836 top1 8.594 top5 2.344 | Epoch: [89][120/553] Time 2.468 Data 0.001 Err 0.2567 top1 6.250 top5 1.562 | Epoch: [89][121/553] Time 2.481 Data 0.000 Err 0.2447 top1 7.812 top5 0.781 | Epoch: [89][122/553] Time 2.486 Data 0.001 Err 0.3040 top1 9.375 top5 3.125 | Epoch: [89][123/553] Time 2.451 Data 0.004 Err 0.2578 top1 6.250 top5 1.562 | Epoch: [89][124/553] Time 2.436 Data 0.001 Err 0.3190 top1 7.812 top5 3.125 | Epoch: [89][125/553] Time 2.437 Data 0.001 Err 0.1318 top1 2.344 top5 1.562 | Epoch: [89][126/553] Time 2.448 Data 0.001 Err 0.2116 top1 4.688 top5 1.562 | Epoch: [89][127/553] Time 2.447 Data 0.001 Err 0.1802 top1 3.906 top5 1.562 | Epoch: [89][128/553] Time 2.451 Data 0.001 Err 0.2732 top1 8.594 top5 2.344 | Epoch: [89][129/553] Time 2.450 Data 0.001 Err 0.3880 top1 11.719 top5 3.125 | Epoch: [89][130/553] Time 2.454 Data 0.001 Err 0.1759 top1 3.906 top5 2.344 | Epoch: [89][131/553] Time 2.483 Data 0.001 Err 0.3779 top1 7.812 top5 4.688 | Epoch: [89][132/553] Time 2.439 Data 0.001 Err 0.1778 top1 3.906 top5 0.781 | Epoch: [89][133/553] Time 2.461 Data 0.001 Err 0.4136 top1 8.594 top5 2.344 | Epoch: [89][134/553] Time 2.530 Data 0.001 Err 0.3196 top1 10.156 top5 2.344 | Epoch: [89][135/553] Time 2.448 Data 0.001 Err 0.4378 top1 9.375 top5 4.688 | Epoch: [89][136/553] Time 2.465 Data 0.001 Err 0.1277 top1 3.125 top5 0.000 | Epoch: [89][137/553] Time 2.474 Data 0.001 Err 0.1679 top1 3.906 top5 1.562 | Epoch: [89][138/553] Time 2.481 Data 0.001 Err 0.1414 top1 3.125 top5 0.781 | Epoch: [89][139/553] Time 2.449 Data 0.001 Err 0.3068 top1 7.031 top5 2.344 | Epoch: [89][140/553] Time 2.446 Data 0.001 Err 0.2713 top1 7.031 top5 2.344 | Epoch: [89][141/553] Time 2.449 Data 0.001 Err 0.3144 top1 9.375 top5 2.344 | Epoch: [89][142/553] Time 2.496 Data 0.001 Err 0.2506 top1 7.812 top5 1.562 | Epoch: [89][143/553] Time 2.446 Data 0.000 Err 0.1933 top1 4.688 top5 1.562 | Epoch: [89][144/553] Time 2.483 Data 0.001 Err 0.3104 top1 8.594 top5 2.344 | Epoch: [89][145/553] Time 2.496 Data 0.000 Err 0.2867 top1 7.031 top5 1.562 | Epoch: [89][146/553] Time 2.509 Data 0.001 Err 0.2305 top1 4.688 top5 0.781 | Epoch: [89][147/553] Time 2.507 Data 0.001 Err 0.1714 top1 4.688 top5 1.562 | Epoch: [89][148/553] Time 2.481 Data 0.001 Err 0.1806 top1 5.469 top5 2.344 | Epoch: [89][149/553] Time 2.438 Data 0.001 Err 0.1804 top1 7.031 top5 0.781 | Epoch: [89][150/553] Time 2.449 Data 0.001 Err 0.1811 top1 3.906 top5 0.781 | Epoch: [89][151/553] Time 2.455 Data 0.001 Err 0.2907 top1 7.812 top5 2.344 | Epoch: [89][152/553] Time 2.508 Data 0.001 Err 0.3856 top1 11.719 top5 4.688 | Epoch: [89][153/553] Time 2.486 Data 0.001 Err 0.1448 top1 3.125 top5 0.781 | Epoch: [89][154/553] Time 2.452 Data 0.001 Err 0.3165 top1 10.156 top5 0.000 | Epoch: [89][155/553] Time 2.445 Data 0.001 Err 0.2107 top1 4.688 top5 2.344 | Epoch: [89][156/553] Time 2.450 Data 0.000 Err 0.2588 top1 4.688 top5 2.344 | Epoch: [89][157/553] Time 2.449 Data 0.001 Err 0.3362 top1 9.375 top5 3.125 | Epoch: [89][158/553] Time 2.548 Data 0.001 Err 0.2553 top1 5.469 top5 1.562 | Epoch: [89][159/553] Time 2.439 Data 0.001 Err 0.1926 top1 5.469 top5 0.781 | Epoch: [89][160/553] Time 2.503 Data 0.001 Err 0.2285 top1 5.469 top5 1.562 | Epoch: [89][161/553] Time 2.513 Data 0.001 Err 0.1632 top1 3.125 top5 2.344 | Epoch: [89][162/553] Time 2.446 Data 0.001 Err 0.1494 top1 3.906 top5 1.562 | Epoch: [89][163/553] Time 2.441 Data 0.001 Err 0.0902 top1 2.344 top5 0.000 | Epoch: [89][164/553] Time 2.451 Data 0.001 Err 0.2547 top1 7.031 top5 1.562 | Epoch: [89][165/553] Time 2.478 Data 0.001 Err 0.2801 top1 7.812 top5 3.125 | Epoch: [89][166/553] Time 2.448 Data 0.001 Err 0.2517 top1 5.469 top5 2.344 | Epoch: [89][167/553] Time 2.447 Data 0.001 Err 0.1961 top1 7.031 top5 0.781 | Epoch: [89][168/553] Time 2.448 Data 0.001 Err 0.1705 top1 6.250 top5 0.781 | Epoch: [89][169/553] Time 2.478 Data 0.001 Err 0.2543 top1 7.812 top5 1.562 | Epoch: [89][170/553] Time 2.450 Data 0.001 Err 0.2718 top1 5.469 top5 2.344 | Epoch: [89][171/553] Time 2.452 Data 0.001 Err 0.4322 top1 11.719 top5 3.906 | Epoch: [89][172/553] Time 2.441 Data 0.001 Err 0.1548 top1 4.688 top5 0.781 | Epoch: [89][173/553] Time 2.506 Data 0.001 Err 0.1945 top1 5.469 top5 1.562 | Epoch: [89][174/553] Time 2.496 Data 0.001 Err 0.2298 top1 5.469 top5 0.781 | Epoch: [89][175/553] Time 2.460 Data 0.001 Err 0.2736 top1 4.688 top5 2.344 | Epoch: [89][176/553] Time 2.486 Data 0.001 Err 0.1540 top1 4.688 top5 0.781 | Epoch: [89][177/553] Time 2.481 Data 0.001 Err 0.1382 top1 3.906 top5 0.000 | Epoch: [89][178/553] Time 2.448 Data 0.001 Err 0.2330 top1 7.031 top5 1.562 | Epoch: [89][179/553] Time 2.455 Data 0.001 Err 0.2596 top1 6.250 top5 3.125 | Epoch: [89][180/553] Time 2.487 Data 0.002 Err 0.2413 top1 6.250 top5 1.562 | Epoch: [89][181/553] Time 2.478 Data 0.001 Err 0.3673 top1 8.594 top5 3.125 | Epoch: [89][182/553] Time 2.451 Data 0.001 Err 0.2518 top1 5.469 top5 3.125 | Epoch: [89][183/553] Time 2.489 Data 0.000 Err 0.2797 top1 9.375 top5 2.344 | Epoch: [89][184/553] Time 2.449 Data 0.001 Err 0.1232 top1 3.125 top5 0.000 | Epoch: [89][185/553] Time 2.477 Data 0.000 Err 0.3443 top1 7.031 top5 3.125 | Epoch: [89][186/553] Time 2.449 Data 0.001 Err 0.2078 top1 5.469 top5 1.562 | Epoch: [89][187/553] Time 2.459 Data 0.001 Err 0.3028 top1 8.594 top5 2.344 | Epoch: [89][188/553] Time 2.502 Data 0.001 Err 0.1694 top1 5.469 top5 0.000 | Epoch: [89][189/553] Time 2.518 Data 0.001 Err 0.1759 top1 3.906 top5 1.562 | Epoch: [89][190/553] Time 2.454 Data 0.001 Err 0.1499 top1 2.344 top5 0.781 | Epoch: [89][191/553] Time 2.440 Data 0.001 Err 0.2328 top1 5.469 top5 0.781 | Epoch: [89][192/553] Time 2.507 Data 0.001 Err 0.2008 top1 6.250 top5 0.000 | Epoch: [89][193/553] Time 2.462 Data 0.001 Err 0.3682 top1 11.719 top5 1.562 | Epoch: [89][194/553] Time 2.431 Data 0.001 Err 0.2537 top1 7.031 top5 2.344 | Epoch: [89][195/553] Time 2.480 Data 0.001 Err 0.2141 top1 3.906 top5 0.781 | Epoch: [89][196/553] Time 2.442 Data 0.001 Err 0.3092 top1 9.375 top5 3.125 | Epoch: [89][197/553] Time 2.471 Data 0.001 Err 0.3063 top1 9.375 top5 1.562 | Epoch: [89][198/553] Time 2.444 Data 0.001 Err 0.1132 top1 3.906 top5 0.000 | Epoch: [89][199/553] Time 2.451 Data 0.001 Err 0.2391 top1 5.469 top5 1.562 | Epoch: [89][200/553] Time 2.434 Data 0.001 Err 0.2577 top1 7.031 top5 0.781 | Epoch: [89][201/553] Time 2.510 Data 0.000 Err 0.4083 top1 7.812 top5 7.031 | Epoch: [89][202/553] Time 2.439 Data 0.001 Err 0.2856 top1 6.250 top5 3.125 | Epoch: [89][203/553] Time 2.444 Data 0.001 Err 0.2449 top1 6.250 top5 3.125 | Epoch: [89][204/553] Time 2.432 Data 0.001 Err 0.1611 top1 4.688 top5 0.781 | Epoch: [89][205/553] Time 2.475 Data 0.001 Err 0.2609 top1 3.906 top5 2.344 | Epoch: [89][206/553] Time 2.444 Data 0.001 Err 0.2429 top1 6.250 top5 1.562 | Epoch: [89][207/553] Time 2.443 Data 0.001 Err 0.1945 top1 4.688 top5 1.562 | Epoch: [89][208/553] Time 2.446 Data 0.001 Err 0.2125 top1 4.688 top5 1.562 | Epoch: [89][209/553] Time 2.444 Data 0.001 Err 0.3548 top1 9.375 top5 2.344 | Epoch: [89][210/553] Time 2.449 Data 0.001 Err 0.2140 top1 6.250 top5 0.781 | Epoch: [89][211/553] Time 2.442 Data 0.001 Err 0.2577 top1 7.812 top5 2.344 | Epoch: [89][212/553] Time 2.465 Data 0.001 Err 0.2308 top1 7.812 top5 0.781 | Epoch: [89][213/553] Time 2.444 Data 0.001 Err 0.3491 top1 9.375 top5 1.562 | Epoch: [89][214/553] Time 2.452 Data 0.001 Err 0.2132 top1 7.812 top5 0.000 | Epoch: [89][215/553] Time 2.439 Data 0.001 Err 0.3256 top1 10.156 top5 2.344 | Epoch: [89][216/553] Time 2.445 Data 0.001 Err 0.3507 top1 7.812 top5 3.906 | Epoch: [89][217/553] Time 2.475 Data 0.001 Err 0.1632 top1 3.906 top5 1.562 | Epoch: [89][218/553] Time 2.441 Data 0.001 Err 0.2830 top1 7.031 top5 1.562 | Epoch: [89][219/553] Time 2.434 Data 0.001 Err 0.2503 top1 7.031 top5 2.344 | Epoch: [89][220/553] Time 2.485 Data 0.001 Err 0.1128 top1 3.125 top5 0.781 | Epoch: [89][221/553] Time 2.446 Data 0.001 Err 0.1941 top1 4.688 top5 0.781 | Epoch: [89][222/553] Time 2.438 Data 0.001 Err 0.1924 top1 6.250 top5 0.781 | Epoch: [89][223/553] Time 2.451 Data 0.001 Err 0.4591 top1 10.938 top5 3.906 | Epoch: [89][224/553] Time 2.483 Data 0.001 Err 0.2273 top1 5.469 top5 3.125 | Epoch: [89][225/553] Time 2.495 Data 0.001 Err 0.2426 top1 6.250 top5 1.562 | Epoch: [89][226/553] Time 2.474 Data 0.001 Err 0.2653 top1 9.375 top5 2.344 | Epoch: [89][227/553] Time 2.444 Data 0.001 Err 0.2386 top1 7.031 top5 2.344 | Epoch: [89][228/553] Time 2.509 Data 0.001 Err 0.4294 top1 14.062 top5 3.125 | Epoch: [89][229/553] Time 2.469 Data 0.001 Err 0.2086 top1 4.688 top5 2.344 | Epoch: [89][230/553] Time 2.436 Data 0.001 Err 0.1895 top1 7.031 top5 2.344 | Epoch: [89][231/553] Time 2.471 Data 0.001 Err 0.2580 top1 7.812 top5 2.344 | Epoch: [89][232/553] Time 2.449 Data 0.001 Err 0.3235 top1 7.812 top5 3.125 | Epoch: [89][233/553] Time 2.446 Data 0.001 Err 0.2402 top1 7.031 top5 1.562 | Epoch: [89][234/553] Time 2.438 Data 0.001 Err 0.1810 top1 3.906 top5 0.781 | Epoch: [89][235/553] Time 2.439 Data 0.001 Err 0.1519 top1 3.906 top5 1.562 | Epoch: [89][236/553] Time 2.504 Data 0.001 Err 0.1840 top1 3.906 top5 2.344 | Epoch: [89][237/553] Time 2.446 Data 0.001 Err 0.3306 top1 8.594 top5 3.906 | Epoch: [89][238/553] Time 2.440 Data 0.001 Err 0.2541 top1 8.594 top5 0.000 | Epoch: [89][239/553] Time 2.480 Data 0.001 Err 0.1591 top1 3.125 top5 0.781 | Epoch: [89][240/553] Time 2.454 Data 0.001 Err 0.2884 top1 7.031 top5 3.125 | Epoch: [89][241/553] Time 2.447 Data 0.001 Err 0.3273 top1 8.594 top5 2.344 | Epoch: [89][242/553] Time 2.452 Data 0.001 Err 0.2791 top1 7.812 top5 1.562 | Epoch: [89][243/553] Time 2.441 Data 0.001 Err 0.3569 top1 8.594 top5 3.125 | Epoch: [89][244/553] Time 2.479 Data 0.001 Err 0.2525 top1 7.812 top5 2.344 | Epoch: [89][245/553] Time 2.446 Data 0.001 Err 0.3524 top1 8.594 top5 3.906 | Epoch: [89][246/553] Time 2.473 Data 0.001 Err 0.1835 top1 4.688 top5 0.000 | Epoch: [89][247/553] Time 2.478 Data 0.001 Err 0.1738 top1 3.906 top5 0.781 | Epoch: [89][248/553] Time 2.466 Data 0.001 Err 0.2483 top1 5.469 top5 1.562 | Epoch: [89][249/553] Time 2.495 Data 0.001 Err 0.1815 top1 6.250 top5 0.781 | Epoch: [89][250/553] Time 2.486 Data 0.001 Err 0.2069 top1 4.688 top5 2.344 | Epoch: [89][251/553] Time 2.473 Data 0.001 Err 0.3118 top1 9.375 top5 2.344 | Epoch: [89][252/553] Time 2.482 Data 0.001 Err 0.2477 top1 7.031 top5 2.344 | Epoch: [89][253/553] Time 2.514 Data 0.001 Err 0.3158 top1 10.156 top5 2.344 | Epoch: [89][254/553] Time 2.519 Data 0.001 Err 0.2156 top1 5.469 top5 3.125 | Epoch: [89][255/553] Time 2.517 Data 0.001 Err 0.5040 top1 12.500 top5 3.125 | Epoch: [89][256/553] Time 2.452 Data 0.001 Err 0.3202 top1 7.812 top5 2.344 | Epoch: [89][257/553] Time 2.437 Data 0.001 Err 0.2697 top1 5.469 top5 3.125 | Epoch: [89][258/553] Time 2.512 Data 0.001 Err 0.1417 top1 3.906 top5 0.000 | Epoch: [89][259/553] Time 2.477 Data 0.001 Err 0.2395 top1 6.250 top5 1.562 | Epoch: [89][260/553] Time 2.487 Data 0.001 Err 0.2117 top1 4.688 top5 1.562 | Epoch: [89][261/553] Time 2.461 Data 0.001 Err 0.2086 top1 5.469 top5 0.781 | Epoch: [89][262/553] Time 2.504 Data 0.001 Err 0.2389 top1 5.469 top5 2.344 | Epoch: [89][263/553] Time 2.470 Data 0.001 Err 0.3651 top1 9.375 top5 2.344 | Epoch: [89][264/553] Time 2.504 Data 0.001 Err 0.3475 top1 8.594 top5 3.125 | Epoch: [89][265/553] Time 2.521 Data 0.001 Err 0.1719 top1 5.469 top5 1.562 | Epoch: [89][266/553] Time 2.480 Data 0.001 Err 0.1812 top1 5.469 top5 0.000 | Epoch: [89][267/553] Time 2.440 Data 0.001 Err 0.2642 top1 7.812 top5 2.344 | Epoch: [89][268/553] Time 2.446 Data 0.001 Err 0.2681 top1 4.688 top5 2.344 | Epoch: [89][269/553] Time 2.472 Data 0.000 Err 0.3418 top1 7.812 top5 3.906 | Epoch: [89][270/553] Time 2.442 Data 0.001 Err 0.2908 top1 7.031 top5 1.562 | Epoch: [89][271/553] Time 2.509 Data 0.001 Err 0.4419 top1 10.156 top5 5.469 | Epoch: [89][272/553] Time 2.467 Data 0.001 Err 0.2916 top1 6.250 top5 4.688 | Epoch: [89][273/553] Time 2.449 Data 0.001 Err 0.1740 top1 3.906 top5 0.781 | Epoch: [89][274/553] Time 2.493 Data 0.001 Err 0.2715 top1 6.250 top5 1.562 | Epoch: [89][275/553] Time 2.479 Data 0.001 Err 0.3337 top1 9.375 top5 3.125 | Epoch: [89][276/553] Time 2.449 Data 0.001 Err 0.2918 top1 5.469 top5 3.906 | Epoch: [89][277/553] Time 2.440 Data 0.001 Err 0.2069 top1 5.469 top5 1.562 | Epoch: [89][278/553] Time 2.477 Data 0.001 Err 0.1623 top1 5.469 top5 0.781 | Epoch: [89][279/553] Time 2.441 Data 0.001 Err 0.1423 top1 4.688 top5 1.562 | Epoch: [89][280/553] Time 2.449 Data 0.001 Err 0.2376 top1 7.031 top5 2.344 | Epoch: [89][281/553] Time 2.472 Data 0.001 Err 0.2285 top1 5.469 top5 0.781 | Epoch: [89][282/553] Time 2.474 Data 0.001 Err 0.2317 top1 5.469 top5 2.344 | Epoch: [89][283/553] Time 2.446 Data 0.001 Err 0.2103 top1 5.469 top5 1.562 | Epoch: [89][284/553] Time 2.473 Data 0.001 Err 0.3272 top1 6.250 top5 3.906 | Epoch: [89][285/553] Time 2.512 Data 0.001 Err 0.1938 top1 5.469 top5 0.781 | Epoch: [89][286/553] Time 2.493 Data 0.001 Err 0.1721 top1 3.906 top5 0.781 | Epoch: [89][287/553] Time 2.439 Data 0.001 Err 0.2600 top1 7.031 top5 2.344 | Epoch: [89][288/553] Time 2.440 Data 0.001 Err 0.2223 top1 6.250 top5 0.781 | Epoch: [89][289/553] Time 2.465 Data 0.000 Err 0.3329 top1 8.594 top5 3.906 | Epoch: [89][290/553] Time 2.486 Data 0.001 Err 0.2050 top1 6.250 top5 1.562 | Epoch: [89][291/553] Time 2.461 Data 0.001 Err 0.1554 top1 4.688 top5 0.000 | Epoch: [89][292/553] Time 2.467 Data 0.001 Err 0.2410 top1 5.469 top5 2.344 | Epoch: [89][293/553] Time 2.476 Data 0.001 Err 0.2159 top1 6.250 top5 0.000 | Epoch: [89][294/553] Time 2.526 Data 0.001 Err 0.2689 top1 3.906 top5 2.344 | Epoch: [89][295/553] Time 2.452 Data 0.001 Err 0.3352 top1 8.594 top5 3.125 | Epoch: [89][296/553] Time 2.477 Data 0.001 Err 0.2342 top1 7.031 top5 2.344 | Epoch: [89][297/553] Time 2.472 Data 0.001 Err 0.1754 top1 6.250 top5 0.781 | Epoch: [89][298/553] Time 2.480 Data 0.001 Err 0.1751 top1 4.688 top5 1.562 | Epoch: [89][299/553] Time 2.500 Data 0.000 Err 0.2446 top1 5.469 top5 2.344 | Epoch: [89][300/553] Time 2.447 Data 0.001 Err 0.1512 top1 3.906 top5 0.781 | Epoch: [89][301/553] Time 2.434 Data 0.001 Err 0.1544 top1 3.125 top5 0.781 | Epoch: [89][302/553] Time 2.441 Data 0.001 Err 0.2732 top1 7.812 top5 1.562 | Epoch: [89][303/553] Time 2.461 Data 0.001 Err 0.3484 top1 10.938 top5 1.562 | Epoch: [89][304/553] Time 2.444 Data 0.001 Err 0.1965 top1 7.031 top5 0.781 | Epoch: [89][305/553] Time 2.443 Data 0.001 Err 0.2665 top1 6.250 top5 1.562 | Epoch: [89][306/553] Time 2.436 Data 0.001 Err 0.1369 top1 4.688 top5 0.000 | Epoch: [89][307/553] Time 2.488 Data 0.001 Err 0.2984 top1 8.594 top5 3.125 | Epoch: [89][308/553] Time 2.450 Data 0.001 Err 0.2042 top1 4.688 top5 2.344 | Epoch: [89][309/553] Time 2.475 Data 0.001 Err 0.1686 top1 6.250 top5 0.000 | Epoch: [89][310/553] Time 2.438 Data 0.001 Err 0.1427 top1 2.344 top5 1.562 | Epoch: [89][311/553] Time 2.445 Data 0.001 Err 0.2682 top1 6.250 top5 3.125 | Epoch: [89][312/553] Time 2.464 Data 0.001 Err 0.3479 top1 10.938 top5 0.781 | Epoch: [89][313/553] Time 2.438 Data 0.004 Err 0.1936 top1 5.469 top5 1.562 | Epoch: [89][314/553] Time 2.447 Data 0.001 Err 0.1565 top1 3.125 top5 0.781 | Epoch: [89][315/553] Time 2.433 Data 0.001 Err 0.2198 top1 5.469 top5 0.781 | Epoch: [89][316/553] Time 2.444 Data 0.001 Err 0.3077 top1 7.812 top5 3.906 | Epoch: [89][317/553] Time 2.435 Data 0.001 Err 0.4039 top1 10.938 top5 3.125 | Epoch: [89][318/553] Time 2.452 Data 0.001 Err 0.1127 top1 2.344 top5 0.000 | Epoch: [89][319/553] Time 2.445 Data 0.001 Err 0.2382 top1 7.031 top5 2.344 | Epoch: [89][320/553] Time 2.443 Data 0.001 Err 0.2679 top1 7.031 top5 1.562 | Epoch: [89][321/553] Time 2.449 Data 0.001 Err 0.1479 top1 3.125 top5 0.000 | Epoch: [89][322/553] Time 2.456 Data 0.001 Err 0.2596 top1 8.594 top5 2.344 | Epoch: [89][323/553] Time 2.443 Data 0.001 Err 0.2110 top1 7.031 top5 0.781 | Epoch: [89][324/553] Time 2.438 Data 0.001 Err 0.2034 top1 6.250 top5 0.000 | Epoch: [89][325/553] Time 2.449 Data 0.001 Err 0.3337 top1 7.031 top5 3.125 | Epoch: [89][326/553] Time 2.465 Data 0.001 Err 0.3067 top1 10.938 top5 1.562 | Epoch: [89][327/553] Time 2.447 Data 0.001 Err 0.2402 top1 6.250 top5 1.562 | Epoch: [89][328/553] Time 2.480 Data 0.001 Err 0.1432 top1 4.688 top5 1.562 | Epoch: [89][329/553] Time 2.442 Data 0.001 Err 0.3577 top1 7.812 top5 4.688 | Epoch: [89][330/553] Time 2.446 Data 0.001 Err 0.2885 top1 7.812 top5 2.344 | Epoch: [89][331/553] Time 2.447 Data 0.001 Err 0.2971 top1 6.250 top5 0.000 | Epoch: [89][332/553] Time 2.469 Data 0.004 Err 0.2228 top1 5.469 top5 0.781 | Epoch: [89][333/553] Time 2.485 Data 0.001 Err 0.2618 top1 6.250 top5 2.344 | Epoch: [89][334/553] Time 2.439 Data 0.001 Err 0.2567 top1 7.031 top5 2.344 | Epoch: [89][335/553] Time 2.456 Data 0.001 Err 0.2353 top1 6.250 top5 0.781 | Epoch: [89][336/553] Time 2.438 Data 0.001 Err 0.3296 top1 8.594 top5 2.344 | Epoch: [89][337/553] Time 2.451 Data 0.001 Err 0.1390 top1 3.906 top5 1.562 | Epoch: [89][338/553] Time 2.487 Data 0.001 Err 0.2315 top1 8.594 top5 1.562 | Epoch: [89][339/553] Time 2.435 Data 0.001 Err 0.2280 top1 6.250 top5 2.344 | Epoch: [89][340/553] Time 2.452 Data 0.001 Err 0.3117 top1 8.594 top5 1.562 | Epoch: [89][341/553] Time 2.446 Data 0.001 Err 0.2481 top1 5.469 top5 2.344 | Epoch: [89][342/553] Time 2.459 Data 0.001 Err 0.2531 top1 5.469 top5 2.344 | Epoch: [89][343/553] Time 2.435 Data 0.001 Err 0.2827 top1 6.250 top5 3.125 | Epoch: [89][344/553] Time 2.444 Data 0.001 Err 0.2183 top1 6.250 top5 2.344 | Epoch: [89][345/553] Time 2.440 Data 0.001 Err 0.1664 top1 5.469 top5 1.562 | Epoch: [89][346/553] Time 2.445 Data 0.001 Err 0.1729 top1 2.344 top5 1.562 | Epoch: [89][347/553] Time 2.447 Data 0.001 Err 0.4071 top1 11.719 top5 2.344 | Epoch: [89][348/553] Time 2.437 Data 0.001 Err 0.2064 top1 4.688 top5 1.562 | Epoch: [89][349/553] Time 2.445 Data 0.001 Err 0.2217 top1 4.688 top5 2.344 | Epoch: [89][350/553] Time 2.467 Data 0.001 Err 0.3050 top1 7.812 top5 3.906 | Epoch: [89][351/553] Time 2.440 Data 0.003 Err 0.1402 top1 3.125 top5 0.000 | Epoch: [89][352/553] Time 2.446 Data 0.001 Err 0.2262 top1 6.250 top5 2.344 | Epoch: [89][353/553] Time 2.436 Data 0.001 Err 0.2151 top1 6.250 top5 2.344 | Epoch: [89][354/553] Time 2.439 Data 0.001 Err 0.1810 top1 3.125 top5 1.562 | Epoch: [89][355/553] Time 2.483 Data 0.001 Err 0.2512 top1 3.906 top5 0.781 | Epoch: [89][356/553] Time 2.453 Data 0.000 Err 0.2886 top1 7.812 top5 2.344 | Epoch: [89][357/553] Time 2.436 Data 0.001 Err 0.2499 top1 5.469 top5 3.125 | Epoch: [89][358/553] Time 2.441 Data 0.001 Err 0.1879 top1 4.688 top5 0.781 | Epoch: [89][359/553] Time 2.443 Data 0.001 Err 0.1378 top1 3.906 top5 0.000 | Epoch: [89][360/553] Time 2.499 Data 0.001 Err 0.3429 top1 8.594 top5 3.125 | Epoch: [89][361/553] Time 2.476 Data 0.001 Err 0.3385 top1 7.031 top5 3.125 | Epoch: [89][362/553] Time 2.444 Data 0.001 Err 0.3154 top1 10.156 top5 2.344 | Epoch: [89][363/553] Time 2.442 Data 0.001 Err 0.2259 top1 5.469 top5 3.906 | Epoch: [89][364/553] Time 2.438 Data 0.001 Err 0.1418 top1 2.344 top5 1.562 | Epoch: [89][365/553] Time 2.483 Data 0.001 Err 0.1806 top1 5.469 top5 0.000 | Epoch: [89][366/553] Time 2.449 Data 0.001 Err 0.2879 top1 8.594 top5 3.125 | Epoch: [89][367/553] Time 2.445 Data 0.001 Err 0.1870 top1 2.344 top5 1.562 | Epoch: [89][368/553] Time 2.460 Data 0.001 Err 0.2448 top1 3.906 top5 2.344 | Epoch: [89][369/553] Time 2.440 Data 0.001 Err 0.1779 top1 4.688 top5 0.781 | Epoch: [89][370/553] Time 2.443 Data 0.001 Err 0.1636 top1 3.125 top5 0.781 | Epoch: [89][371/553] Time 2.435 Data 0.001 Err 0.2796 top1 7.031 top5 1.562 | Epoch: [89][372/553] Time 2.443 Data 0.001 Err 0.1528 top1 4.688 top5 0.000 | Epoch: [89][373/553] Time 2.442 Data 0.001 Err 0.1388 top1 3.906 top5 0.000 | Epoch: [89][374/553] Time 2.440 Data 0.001 Err 0.2953 top1 7.812 top5 1.562 | Epoch: [89][375/553] Time 2.450 Data 0.001 Err 0.2312 top1 5.469 top5 0.781 | Epoch: [89][376/553] Time 2.496 Data 0.001 Err 0.1192 top1 3.125 top5 0.000 | Epoch: [89][377/553] Time 2.443 Data 0.001 Err 0.2469 top1 7.812 top5 1.562 | Epoch: [89][378/553] Time 2.474 Data 0.001 Err 0.3356 top1 10.938 top5 3.125 | Epoch: [89][379/553] Time 2.434 Data 0.001 Err 0.1941 top1 4.688 top5 2.344 | Epoch: [89][380/553] Time 2.447 Data 0.001 Err 0.2240 top1 7.031 top5 1.562 | Epoch: [89][381/553] Time 2.457 Data 0.001 Err 0.1494 top1 3.906 top5 1.562 | Epoch: [89][382/553] Time 2.453 Data 0.001 Err 0.2105 top1 6.250 top5 1.562 | Epoch: [89][383/553] Time 2.438 Data 0.001 Err 0.2680 top1 7.812 top5 2.344 | Epoch: [89][384/553] Time 2.441 Data 0.000 Err 0.2721 top1 7.812 top5 2.344 | Epoch: [89][385/553] Time 2.465 Data 0.001 Err 0.2257 top1 5.469 top5 1.562 | Epoch: [89][386/553] Time 2.444 Data 0.001 Err 0.2448 top1 4.688 top5 2.344 | Epoch: [89][387/553] Time 2.439 Data 0.001 Err 0.2859 top1 6.250 top5 2.344 | Epoch: [89][388/553] Time 2.476 Data 0.001 Err 0.2533 top1 7.031 top5 0.781 | Epoch: [89][389/553] Time 2.451 Data 0.001 Err 0.1960 top1 4.688 top5 1.562 | Epoch: [89][390/553] Time 2.434 Data 0.001 Err 0.1754 top1 5.469 top5 1.562 | Epoch: [89][391/553] Time 2.443 Data 0.001 Err 0.2627 top1 6.250 top5 2.344 | Epoch: [89][392/553] Time 2.476 Data 0.001 Err 0.3368 top1 13.281 top5 2.344 | Epoch: [89][393/553] Time 2.444 Data 0.001 Err 0.3740 top1 8.594 top5 3.906 | Epoch: [89][394/553] Time 2.478 Data 0.000 Err 0.1890 top1 5.469 top5 1.562 | Epoch: [89][395/553] Time 2.452 Data 0.001 Err 0.2881 top1 6.250 top5 3.125 | Epoch: [89][396/553] Time 2.436 Data 0.001 Err 0.2850 top1 7.812 top5 1.562 | Epoch: [89][397/553] Time 2.440 Data 0.001 Err 0.1845 top1 4.688 top5 1.562 | Epoch: [89][398/553] Time 2.480 Data 0.001 Err 0.2016 top1 5.469 top5 1.562 | Epoch: [89][399/553] Time 2.470 Data 0.001 Err 0.1757 top1 5.469 top5 0.781 | Epoch: [89][400/553] Time 2.472 Data 0.001 Err 0.1790 top1 5.469 top5 0.000 | Epoch: [89][401/553] Time 2.439 Data 0.001 Err 0.3425 top1 9.375 top5 3.125 | Epoch: [89][402/553] Time 2.445 Data 0.001 Err 0.3410 top1 8.594 top5 3.125 | Epoch: [89][403/553] Time 2.476 Data 0.000 Err 0.4269 top1 9.375 top5 3.906 | Epoch: [89][404/553] Time 2.467 Data 0.001 Err 0.1458 top1 4.688 top5 0.000 | Epoch: [89][405/553] Time 2.480 Data 0.001 Err 0.1820 top1 3.906 top5 1.562 | Epoch: [89][406/553] Time 2.440 Data 0.001 Err 0.2297 top1 4.688 top5 3.125 | Epoch: [89][407/553] Time 2.469 Data 0.001 Err 0.1061 top1 3.906 top5 0.781 | Epoch: [89][408/553] Time 2.452 Data 0.001 Err 0.1908 top1 4.688 top5 1.562 | Epoch: [89][409/553] Time 2.433 Data 0.001 Err 0.2703 top1 8.594 top5 1.562 | Epoch: [89][410/553] Time 2.436 Data 0.001 Err 0.2389 top1 5.469 top5 1.562 | Epoch: [89][411/553] Time 2.470 Data 0.001 Err 0.1402 top1 3.906 top5 0.000 | Epoch: [89][412/553] Time 2.502 Data 0.000 Err 0.1557 top1 6.250 top5 0.000 | Epoch: [89][413/553] Time 2.439 Data 0.001 Err 0.1635 top1 4.688 top5 0.000 | Epoch: [89][414/553] Time 2.440 Data 0.001 Err 0.2439 top1 6.250 top5 1.562 | Epoch: [89][415/553] Time 2.486 Data 0.001 Err 0.2052 top1 7.812 top5 1.562 | Epoch: [89][416/553] Time 2.449 Data 0.001 Err 0.1175 top1 4.688 top5 0.000 | Epoch: [89][417/553] Time 2.439 Data 0.001 Err 0.1282 top1 3.125 top5 0.000 | Epoch: [89][418/553] Time 2.441 Data 0.001 Err 0.1509 top1 3.906 top5 0.000 | Epoch: [89][419/553] Time 2.474 Data 0.001 Err 0.2447 top1 7.031 top5 1.562 | Epoch: [89][420/553] Time 2.454 Data 0.001 Err 0.2622 top1 8.594 top5 0.781 | Epoch: [89][421/553] Time 2.433 Data 0.001 Err 0.2499 top1 6.250 top5 2.344 | Epoch: [89][422/553] Time 2.448 Data 0.001 Err 0.1306 top1 2.344 top5 0.781 | Epoch: [89][423/553] Time 2.437 Data 0.001 Err 0.2330 top1 5.469 top5 0.000 | Epoch: [89][424/553] Time 2.433 Data 0.001 Err 0.1697 top1 3.906 top5 1.562 | Epoch: [89][425/553] Time 2.446 Data 0.001 Err 0.1476 top1 4.688 top5 0.000 | Epoch: [89][426/553] Time 2.445 Data 0.001 Err 0.2519 top1 5.469 top5 3.125 | Epoch: [89][427/553] Time 2.452 Data 0.003 Err 0.2775 top1 4.688 top5 3.125 | Epoch: [89][428/553] Time 2.479 Data 0.000 Err 0.2731 top1 7.812 top5 0.781 | Epoch: [89][429/553] Time 2.502 Data 0.001 Err 0.2089 top1 4.688 top5 1.562 | Epoch: [89][430/553] Time 2.498 Data 0.001 Err 0.2061 top1 6.250 top5 1.562 | Epoch: [89][431/553] Time 2.453 Data 0.001 Err 0.2135 top1 5.469 top5 0.781 | Epoch: [89][432/553] Time 2.501 Data 0.000 Err 0.2422 top1 7.031 top5 1.562 | Epoch: [89][433/553] Time 2.449 Data 0.001 Err 0.2147 top1 7.812 top5 1.562 | Epoch: [89][434/553] Time 2.513 Data 0.001 Err 0.1531 top1 4.688 top5 0.000 | Epoch: [89][435/553] Time 2.473 Data 0.001 Err 0.2490 top1 6.250 top5 1.562 | Epoch: [89][436/553] Time 2.459 Data 0.001 Err 0.2788 top1 8.594 top5 2.344 | Epoch: [89][437/553] Time 2.465 Data 0.001 Err 0.1883 top1 5.469 top5 1.562 | Epoch: [89][438/553] Time 2.475 Data 0.001 Err 0.2393 top1 7.031 top5 3.125 | Epoch: [89][439/553] Time 2.483 Data 0.001 Err 0.2839 top1 7.812 top5 1.562 | Epoch: [89][440/553] Time 2.437 Data 0.001 Err 0.3283 top1 9.375 top5 2.344 | Epoch: [89][441/553] Time 2.440 Data 0.001 Err 0.2342 top1 7.812 top5 2.344 | Epoch: [89][442/553] Time 2.509 Data 0.001 Err 0.2086 top1 4.688 top5 1.562 | Epoch: [89][443/553] Time 2.462 Data 0.001 Err 0.2329 top1 5.469 top5 1.562 | Epoch: [89][444/553] Time 2.453 Data 0.001 Err 0.1822 top1 5.469 top5 1.562 | Epoch: [89][445/553] Time 2.477 Data 0.001 Err 0.2468 top1 6.250 top5 2.344 | Epoch: [89][446/553] Time 2.471 Data 0.001 Err 0.2490 top1 3.906 top5 1.562 | Epoch: [89][447/553] Time 2.434 Data 0.001 Err 0.2380 top1 5.469 top5 1.562 | Epoch: [89][448/553] Time 2.444 Data 0.001 Err 0.1644 top1 4.688 top5 1.562 | Epoch: [89][449/553] Time 2.434 Data 0.001 Err 0.3233 top1 7.031 top5 3.125 | Epoch: [89][450/553] Time 2.471 Data 0.001 Err 0.1854 top1 5.469 top5 0.781 | Epoch: [89][451/553] Time 2.463 Data 0.001 Err 0.3056 top1 8.594 top5 0.781 | Epoch: [89][452/553] Time 2.452 Data 0.001 Err 0.3727 top1 11.719 top5 1.562 | Epoch: [89][453/553] Time 2.443 Data 0.001 Err 0.2663 top1 7.812 top5 1.562 | Epoch: [89][454/553] Time 2.464 Data 0.001 Err 0.2000 top1 5.469 top5 1.562 | Epoch: [89][455/553] Time 2.437 Data 0.001 Err 0.1792 top1 3.906 top5 0.781 | Epoch: [89][456/553] Time 2.476 Data 0.001 Err 0.1978 top1 4.688 top5 0.781 | Epoch: [89][457/553] Time 2.450 Data 0.001 Err 0.2387 top1 3.906 top5 1.562 | Epoch: [89][458/553] Time 2.514 Data 0.001 Err 0.1463 top1 3.906 top5 0.781 | Epoch: [89][459/553] Time 2.467 Data 0.001 Err 0.4333 top1 7.812 top5 4.688 | Epoch: [89][460/553] Time 2.446 Data 0.001 Err 0.2593 top1 7.031 top5 3.125 | Epoch: [89][461/553] Time 2.448 Data 0.001 Err 0.2620 top1 5.469 top5 2.344 | Epoch: [89][462/553] Time 2.464 Data 0.001 Err 0.2898 top1 7.812 top5 3.906 | Epoch: [89][463/553] Time 2.448 Data 0.001 Err 0.2990 top1 7.031 top5 0.781 | Epoch: [89][464/553] Time 2.449 Data 0.001 Err 0.2077 top1 5.469 top5 1.562 | Epoch: [89][465/553] Time 2.485 Data 0.001 Err 0.1807 top1 3.125 top5 1.562 | Epoch: [89][466/553] Time 2.474 Data 0.000 Err 0.1871 top1 3.906 top5 0.781 | Epoch: [89][467/553] Time 2.475 Data 0.001 Err 0.2410 top1 7.031 top5 1.562 | Epoch: [89][468/553] Time 2.440 Data 0.001 Err 0.2999 top1 8.594 top5 2.344 | Epoch: [89][469/553] Time 2.440 Data 0.000 Err 0.1462 top1 5.469 top5 0.000 | Epoch: [89][470/553] Time 2.475 Data 0.001 Err 0.2363 top1 8.594 top5 1.562 | Epoch: [89][471/553] Time 2.482 Data 0.001 Err 0.2279 top1 5.469 top5 2.344 | Epoch: [89][472/553] Time 2.443 Data 0.001 Err 0.3469 top1 9.375 top5 1.562 | Epoch: [89][473/553] Time 2.439 Data 0.001 Err 0.1911 top1 4.688 top5 2.344 | Epoch: [89][474/553] Time 2.440 Data 0.001 Err 0.3124 top1 9.375 top5 3.906 | Epoch: [89][475/553] Time 2.446 Data 0.001 Err 0.2340 top1 6.250 top5 0.781 | Epoch: [89][476/553] Time 2.459 Data 0.000 Err 0.3278 top1 9.375 top5 0.781 | Epoch: [89][477/553] Time 2.439 Data 0.001 Err 0.3127 top1 8.594 top5 3.125 | Epoch: [89][478/553] Time 2.438 Data 0.001 Err 0.2685 top1 7.812 top5 2.344 | Epoch: [89][479/553] Time 2.487 Data 0.001 Err 0.3003 top1 7.812 top5 2.344 | Epoch: [89][480/553] Time 2.488 Data 0.001 Err 0.2028 top1 5.469 top5 1.562 | Epoch: [89][481/553] Time 2.458 Data 0.001 Err 0.2877 top1 9.375 top5 2.344 | Epoch: [89][482/553] Time 2.446 Data 0.001 Err 0.1785 top1 3.906 top5 0.781 | Epoch: [89][483/553] Time 2.490 Data 0.001 Err 0.2038 top1 5.469 top5 2.344 | Epoch: [89][484/553] Time 2.448 Data 0.001 Err 0.2189 top1 6.250 top5 0.781 | Epoch: [89][485/553] Time 2.449 Data 0.000 Err 0.2544 top1 4.688 top5 1.562 | Epoch: [89][486/553] Time 2.433 Data 0.001 Err 0.4453 top1 9.375 top5 3.906 | Epoch: [89][487/553] Time 2.436 Data 0.001 Err 0.3891 top1 10.156 top5 4.688 | Epoch: [89][488/553] Time 2.488 Data 0.000 Err 0.2264 top1 4.688 top5 3.125 | Epoch: [89][489/553] Time 2.448 Data 0.001 Err 0.1513 top1 3.125 top5 1.562 | Epoch: [89][490/553] Time 2.451 Data 0.001 Err 0.2691 top1 7.812 top5 2.344 | Epoch: [89][491/553] Time 2.445 Data 0.001 Err 0.1509 top1 3.125 top5 0.781 | Epoch: [89][492/553] Time 2.483 Data 0.001 Err 0.2276 top1 6.250 top5 1.562 | Epoch: [89][493/553] Time 2.448 Data 0.001 Err 0.2511 top1 7.812 top5 1.562 | Epoch: [89][494/553] Time 2.441 Data 0.001 Err 0.2766 top1 7.031 top5 1.562 | Epoch: [89][495/553] Time 2.479 Data 0.001 Err 0.1182 top1 2.344 top5 0.781 | Epoch: [89][496/553] Time 2.499 Data 0.001 Err 0.1910 top1 3.906 top5 0.781 | Epoch: [89][497/553] Time 2.466 Data 0.001 Err 0.2137 top1 5.469 top5 1.562 | Epoch: [89][498/553] Time 2.444 Data 0.001 Err 0.1710 top1 3.125 top5 1.562 | Epoch: [89][499/553] Time 2.464 Data 0.001 Err 0.2174 top1 7.031 top5 0.781 | Epoch: [89][500/553] Time 2.461 Data 0.001 Err 0.1904 top1 5.469 top5 1.562 | Epoch: [89][501/553] Time 2.462 Data 0.001 Err 0.2521 top1 7.812 top5 1.562 | Epoch: [89][502/553] Time 2.440 Data 0.001 Err 0.3476 top1 9.375 top5 3.125 | Epoch: [89][503/553] Time 2.429 Data 0.002 Err 0.2647 top1 6.250 top5 2.344 | Epoch: [89][504/553] Time 2.444 Data 0.001 Err 0.2451 top1 5.469 top5 3.125 | Epoch: [89][505/553] Time 2.456 Data 0.001 Err 0.1998 top1 4.688 top5 0.781 | Epoch: [89][506/553] Time 2.460 Data 0.001 Err 0.2245 top1 4.688 top5 1.562 | Epoch: [89][507/553] Time 2.488 Data 0.001 Err 0.2229 top1 5.469 top5 0.781 | Epoch: [89][508/553] Time 2.443 Data 0.001 Err 0.1820 top1 4.688 top5 0.781 | Epoch: [89][509/553] Time 2.496 Data 0.001 Err 0.3087 top1 8.594 top5 1.562 | Epoch: [89][510/553] Time 2.442 Data 0.000 Err 0.2393 top1 7.812 top5 2.344 | Epoch: [89][511/553] Time 2.440 Data 0.001 Err 0.3263 top1 7.812 top5 3.125 | Epoch: [89][512/553] Time 2.480 Data 0.001 Err 0.3259 top1 7.812 top5 4.688 | Epoch: [89][513/553] Time 2.509 Data 0.001 Err 0.1204 top1 3.906 top5 0.000 | Epoch: [89][514/553] Time 2.435 Data 0.001 Err 0.2485 top1 7.031 top5 1.562 | Epoch: [89][515/553] Time 2.507 Data 0.001 Err 0.2201 top1 3.906 top5 1.562 | Epoch: [89][516/553] Time 2.473 Data 0.001 Err 0.2113 top1 6.250 top5 0.781 | Epoch: [89][517/553] Time 2.459 Data 0.001 Err 0.2157 top1 6.250 top5 0.781 | Epoch: [89][518/553] Time 2.495 Data 0.001 Err 0.3130 top1 7.812 top5 3.906 | Epoch: [89][519/553] Time 2.506 Data 0.001 Err 0.3040 top1 7.031 top5 4.688 | Epoch: [89][520/553] Time 2.439 Data 0.001 Err 0.1814 top1 3.906 top5 1.562 | Epoch: [89][521/553] Time 2.445 Data 0.001 Err 0.3863 top1 10.938 top5 3.125 | Epoch: [89][522/553] Time 2.437 Data 0.001 Err 0.3145 top1 7.812 top5 3.125 | Epoch: [89][523/553] Time 2.464 Data 0.001 Err 0.2901 top1 7.031 top5 3.906 | Epoch: [89][524/553] Time 2.472 Data 0.001 Err 0.1429 top1 1.562 top5 0.781 | Epoch: [89][525/553] Time 2.453 Data 0.001 Err 0.2156 top1 7.031 top5 1.562 | Epoch: [89][526/553] Time 2.445 Data 0.001 Err 0.2629 top1 5.469 top5 1.562 | Epoch: [89][527/553] Time 2.475 Data 0.001 Err 0.1596 top1 3.125 top5 0.781 | Epoch: [89][528/553] Time 2.465 Data 0.001 Err 0.3318 top1 10.156 top5 1.562 | Epoch: [89][529/553] Time 2.439 Data 0.001 Err 0.4613 top1 9.375 top5 4.688 | Epoch: [89][530/553] Time 2.445 Data 0.001 Err 0.3433 top1 7.031 top5 3.125 | Epoch: [89][531/553] Time 2.447 Data 0.001 Err 0.2389 top1 7.031 top5 2.344 | Epoch: [89][532/553] Time 2.445 Data 0.001 Err 0.2777 top1 5.469 top5 2.344 | Epoch: [89][533/553] Time 2.477 Data 0.001 Err 0.2069 top1 6.250 top5 1.562 | Epoch: [89][534/553] Time 2.441 Data 0.001 Err 0.3530 top1 9.375 top5 2.344 | Epoch: [89][535/553] Time 2.487 Data 0.001 Err 0.1435 top1 3.906 top5 0.000 | Epoch: [89][536/553] Time 2.509 Data 0.000 Err 0.1944 top1 6.250 top5 0.781 | Epoch: [89][537/553] Time 2.489 Data 0.001 Err 0.2595 top1 9.375 top5 1.562 | Epoch: [89][538/553] Time 2.440 Data 0.001 Err 0.4279 top1 9.375 top5 4.688 | Epoch: [89][539/553] Time 2.484 Data 0.000 Err 0.1296 top1 3.125 top5 0.781 | Epoch: [89][540/553] Time 2.436 Data 0.001 Err 0.2304 top1 6.250 top5 2.344 | Epoch: [89][541/553] Time 2.449 Data 0.001 Err 0.2457 top1 7.812 top5 1.562 | Epoch: [89][542/553] Time 2.437 Data 0.001 Err 0.2057 top1 6.250 top5 0.781 | Epoch: [89][543/553] Time 2.494 Data 0.000 Err 0.2161 top1 3.906 top5 3.125 | Epoch: [89][544/553] Time 2.469 Data 0.000 Err 0.3135 top1 7.812 top5 3.906 | Epoch: [89][545/553] Time 2.440 Data 0.000 Err 0.2612 top1 5.469 top5 3.125 | Epoch: [89][546/553] Time 2.439 Data 0.000 Err 0.1915 top1 5.469 top5 0.000 | Epoch: [89][547/553] Time 2.443 Data 0.000 Err 0.2429 top1 7.031 top5 1.562 | Epoch: [89][548/553] Time 2.435 Data 0.000 Err 0.2704 top1 7.812 top5 0.781 | Epoch: [89][549/553] Time 2.437 Data 0.000 Err 0.1842 top1 3.906 top5 0.781 | Epoch: [89][550/553] Time 2.453 Data 0.000 Err 0.2372 top1 5.469 top5 2.344 | Epoch: [89][551/553] Time 2.439 Data 0.000 Err 0.3150 top1 7.031 top5 2.344 | Epoch: [89][552/553] Time 2.438 Data 0.000 Err 0.2593 top1 7.812 top5 0.000 | Epoch: [89][553/553] Time 1.020 Data 0.000 Err 0.3259 top1 9.091 top5 2.273 | Test: [89][1/198] Time 2.400 Data 1.680 top1 10.938 ( 10.938) top5 0.000 ( 0.000) | Test: [89][2/198] Time 0.720 Data 0.001 top1 10.156 ( 10.547) top5 1.562 ( 0.781) | Test: [89][3/198] Time 0.721 Data 0.000 top1 5.469 ( 8.854) top5 1.562 ( 1.042) | Test: [89][4/198] Time 0.721 Data 0.001 top1 13.281 ( 9.961) top5 3.125 ( 1.562) | Test: [89][5/198] Time 0.725 Data 0.002 top1 6.250 ( 9.219) top5 1.562 ( 1.562) | Test: [89][6/198] Time 0.720 Data 0.000 top1 9.375 ( 9.245) top5 2.344 ( 1.693) | Test: [89][7/198] Time 0.717 Data 0.001 top1 13.281 ( 9.821) top5 4.688 ( 2.121) | Test: [89][8/198] Time 0.723 Data 0.001 top1 14.062 ( 10.352) top5 3.125 ( 2.246) | Test: [89][9/198] Time 0.724 Data 0.001 top1 16.406 ( 11.024) top5 0.781 ( 2.083) | Test: [89][10/198] Time 0.734 Data 0.001 top1 10.938 ( 11.016) top5 4.688 ( 2.344) | Test: [89][11/198] Time 0.727 Data 0.001 top1 14.844 ( 11.364) top5 1.562 ( 2.273) | Test: [89][12/198] Time 0.725 Data 0.001 top1 12.500 ( 11.458) top5 3.906 ( 2.409) | Test: [89][13/198] Time 0.727 Data 0.001 top1 12.500 ( 11.538) top5 0.781 ( 2.284) | Test: [89][14/198] Time 0.725 Data 0.001 top1 10.938 ( 11.496) top5 3.906 ( 2.400) | Test: [89][15/198] Time 0.725 Data 0.001 top1 14.062 ( 11.667) top5 0.781 ( 2.292) | Test: [89][16/198] Time 0.717 Data 0.001 top1 15.625 ( 11.914) top5 3.906 ( 2.393) | Test: [89][17/198] Time 0.719 Data 0.001 top1 7.812 ( 11.673) top5 1.562 ( 2.344) | Test: [89][18/198] Time 0.715 Data 0.001 top1 17.188 ( 11.979) top5 4.688 ( 2.474) | Test: [89][19/198] Time 0.720 Data 0.001 top1 11.719 ( 11.965) top5 4.688 ( 2.590) | Test: [89][20/198] Time 0.722 Data 0.001 top1 16.406 ( 12.188) top5 4.688 ( 2.695) | Test: [89][21/198] Time 0.726 Data 0.001 top1 15.625 ( 12.351) top5 2.344 ( 2.679) | Test: [89][22/198] Time 0.740 Data 0.001 top1 11.719 ( 12.322) top5 2.344 ( 2.663) | Test: [89][23/198] Time 0.740 Data 0.001 top1 10.156 ( 12.228) top5 2.344 ( 2.649) | Test: [89][24/198] Time 0.729 Data 0.001 top1 20.312 ( 12.565) top5 3.125 ( 2.669) | Test: [89][25/198] Time 0.774 Data 0.001 top1 10.938 ( 12.500) top5 2.344 ( 2.656) | Test: [89][26/198] Time 0.769 Data 0.001 top1 18.750 ( 12.740) top5 5.469 ( 2.764) | Test: [89][27/198] Time 0.725 Data 0.001 top1 13.281 ( 12.760) top5 1.562 ( 2.720) | Test: [89][28/198] Time 0.721 Data 0.001 top1 17.188 ( 12.919) top5 2.344 ( 2.706) | Test: [89][29/198] Time 0.734 Data 0.001 top1 12.500 ( 12.904) top5 3.125 ( 2.721) | Test: [89][30/198] Time 0.728 Data 0.001 top1 13.281 ( 12.917) top5 3.125 ( 2.734) | Test: [89][31/198] Time 0.724 Data 0.001 top1 12.500 ( 12.903) top5 1.562 ( 2.697) | Test: [89][32/198] Time 0.756 Data 0.001 top1 15.625 ( 12.988) top5 4.688 ( 2.759) | Test: [89][33/198] Time 0.732 Data 0.001 top1 11.719 ( 12.950) top5 0.781 ( 2.699) | Test: [89][34/198] Time 0.727 Data 0.000 top1 10.938 ( 12.891) top5 1.562 ( 2.665) | Test: [89][35/198] Time 0.722 Data 0.001 top1 14.844 ( 12.946) top5 2.344 ( 2.656) | Test: [89][36/198] Time 0.722 Data 0.001 top1 10.938 ( 12.891) top5 1.562 ( 2.626) | Test: [89][37/198] Time 0.713 Data 0.001 top1 13.281 ( 12.901) top5 0.781 ( 2.576) | Test: [89][38/198] Time 0.715 Data 0.001 top1 12.500 ( 12.891) top5 3.125 ( 2.590) | Test: [89][39/198] Time 0.720 Data 0.001 top1 10.938 ( 12.841) top5 0.781 ( 2.544) | Test: [89][40/198] Time 0.722 Data 0.001 top1 12.500 ( 12.832) top5 1.562 ( 2.520) | Test: [89][41/198] Time 0.718 Data 0.001 top1 16.406 ( 12.919) top5 3.125 ( 2.534) | Test: [89][42/198] Time 0.717 Data 0.001 top1 10.156 ( 12.853) top5 0.781 ( 2.493) | Test: [89][43/198] Time 0.730 Data 0.001 top1 11.719 ( 12.827) top5 4.688 ( 2.544) | Test: [89][44/198] Time 0.721 Data 0.001 top1 10.938 ( 12.784) top5 2.344 ( 2.539) | Test: [89][45/198] Time 0.719 Data 0.001 top1 17.969 ( 12.899) top5 3.125 ( 2.552) | Test: [89][46/198] Time 0.721 Data 0.001 top1 14.062 ( 12.925) top5 1.562 ( 2.531) | Test: [89][47/198] Time 0.719 Data 0.001 top1 10.938 ( 12.882) top5 2.344 ( 2.527) | Test: [89][48/198] Time 0.795 Data 0.001 top1 14.062 ( 12.907) top5 3.125 ( 2.539) | Test: [89][49/198] Time 0.758 Data 0.001 top1 10.156 ( 12.851) top5 2.344 ( 2.535) | Test: [89][50/198] Time 0.751 Data 0.001 top1 12.500 ( 12.844) top5 1.562 ( 2.516) | Test: [89][51/198] Time 0.794 Data 0.001 top1 10.938 ( 12.806) top5 3.125 ( 2.528) | Test: [89][52/198] Time 0.814 Data 0.001 top1 13.281 ( 12.816) top5 2.344 ( 2.524) | Test: [89][53/198] Time 0.763 Data 0.002 top1 10.156 ( 12.765) top5 1.562 ( 2.506) | Test: [89][54/198] Time 0.751 Data 0.001 top1 15.625 ( 12.818) top5 4.688 ( 2.546) | Test: [89][55/198] Time 0.721 Data 0.000 top1 16.406 ( 12.884) top5 1.562 ( 2.528) | Test: [89][56/198] Time 0.715 Data 0.001 top1 11.719 ( 12.863) top5 0.781 ( 2.497) | Test: [89][57/198] Time 0.725 Data 0.001 top1 14.062 ( 12.884) top5 1.562 ( 2.481) | Test: [89][58/198] Time 0.823 Data 0.001 top1 10.156 ( 12.837) top5 1.562 ( 2.465) | Test: [89][59/198] Time 0.805 Data 0.001 top1 17.188 ( 12.910) top5 1.562 ( 2.450) | Test: [89][60/198] Time 0.779 Data 0.001 top1 15.625 ( 12.956) top5 3.906 ( 2.474) | Test: [89][61/198] Time 0.722 Data 0.001 top1 12.500 ( 12.948) top5 1.562 ( 2.459) | Test: [89][62/198] Time 0.716 Data 0.001 top1 11.719 ( 12.928) top5 3.125 ( 2.470) | Test: [89][63/198] Time 0.722 Data 0.001 top1 8.594 ( 12.860) top5 1.562 ( 2.455) | Test: [89][64/198] Time 0.715 Data 0.001 top1 8.594 ( 12.793) top5 2.344 ( 2.454) | Test: [89][65/198] Time 0.713 Data 0.001 top1 13.281 ( 12.800) top5 3.125 ( 2.464) | Test: [89][66/198] Time 0.727 Data 0.001 top1 13.281 ( 12.808) top5 3.125 ( 2.474) | Test: [89][67/198] Time 0.716 Data 0.001 top1 13.281 ( 12.815) top5 2.344 ( 2.472) | Test: [89][68/198] Time 0.721 Data 0.001 top1 10.156 ( 12.776) top5 3.906 ( 2.493) | Test: [89][69/198] Time 0.719 Data 0.001 top1 8.594 ( 12.715) top5 2.344 ( 2.491) | Test: [89][70/198] Time 0.712 Data 0.001 top1 8.594 ( 12.656) top5 2.344 ( 2.489) | Test: [89][71/198] Time 0.716 Data 0.001 top1 16.406 ( 12.709) top5 3.125 ( 2.498) | Test: [89][72/198] Time 0.724 Data 0.001 top1 14.062 ( 12.728) top5 5.469 ( 2.539) | Test: [89][73/198] Time 0.731 Data 0.001 top1 9.375 ( 12.682) top5 3.125 ( 2.547) | Test: [89][74/198] Time 0.722 Data 0.001 top1 14.062 ( 12.701) top5 0.781 ( 2.523) | Test: [89][75/198] Time 0.734 Data 0.001 top1 13.281 ( 12.708) top5 0.781 ( 2.500) | Test: [89][76/198] Time 0.762 Data 0.000 top1 12.500 ( 12.706) top5 3.906 ( 2.519) | Test: [89][77/198] Time 0.720 Data 0.001 top1 14.844 ( 12.733) top5 2.344 ( 2.516) | Test: [89][78/198] Time 0.741 Data 0.001 top1 8.594 ( 12.680) top5 0.781 ( 2.494) | Test: [89][79/198] Time 0.728 Data 0.001 top1 14.062 ( 12.698) top5 3.125 ( 2.502) | Test: [89][80/198] Time 0.713 Data 0.001 top1 7.031 ( 12.627) top5 0.781 ( 2.480) | Test: [89][81/198] Time 0.817 Data 0.001 top1 11.719 ( 12.616) top5 2.344 ( 2.479) | Test: [89][82/198] Time 0.819 Data 0.000 top1 13.281 ( 12.624) top5 2.344 ( 2.477) | Test: [89][83/198] Time 0.783 Data 0.001 top1 7.031 ( 12.556) top5 1.562 ( 2.466) | Test: [89][84/198] Time 0.805 Data 0.001 top1 12.500 ( 12.556) top5 0.000 ( 2.437) | Test: [89][85/198] Time 0.821 Data 0.001 top1 12.500 ( 12.555) top5 4.688 ( 2.463) | Test: [89][86/198] Time 0.816 Data 0.001 top1 12.500 ( 12.555) top5 2.344 ( 2.462) | Test: [89][87/198] Time 0.739 Data 0.001 top1 9.375 ( 12.518) top5 3.906 ( 2.478) | Test: [89][88/198] Time 0.732 Data 0.002 top1 14.844 ( 12.544) top5 3.125 ( 2.486) | Test: [89][89/198] Time 0.761 Data 0.001 top1 12.500 ( 12.544) top5 3.125 ( 2.493) | Test: [89][90/198] Time 0.727 Data 0.001 top1 14.062 ( 12.561) top5 3.906 ( 2.509) | Test: [89][91/198] Time 0.724 Data 0.001 top1 14.062 ( 12.577) top5 3.906 ( 2.524) | Test: [89][92/198] Time 0.718 Data 0.001 top1 12.500 ( 12.576) top5 0.000 ( 2.497) | Test: [89][93/198] Time 0.716 Data 0.001 top1 11.719 ( 12.567) top5 0.781 ( 2.478) | Test: [89][94/198] Time 0.720 Data 0.001 top1 12.500 ( 12.566) top5 1.562 ( 2.468) | Test: [89][95/198] Time 0.718 Data 0.001 top1 17.969 ( 12.623) top5 2.344 ( 2.467) | Test: [89][96/198] Time 0.722 Data 0.000 top1 13.281 ( 12.630) top5 3.125 ( 2.474) | Test: [89][97/198] Time 0.717 Data 0.001 top1 10.938 ( 12.613) top5 2.344 ( 2.473) | Test: [89][98/198] Time 0.718 Data 0.001 top1 12.500 ( 12.612) top5 3.125 ( 2.479) | Test: [89][99/198] Time 0.727 Data 0.001 top1 12.500 ( 12.610) top5 3.906 ( 2.494) | Test: [89][100/198] Time 0.728 Data 0.000 top1 14.062 ( 12.625) top5 2.344 ( 2.492) | Test: [89][101/198] Time 0.727 Data 0.000 top1 15.625 ( 12.655) top5 3.906 ( 2.506) | Test: [89][102/198] Time 0.744 Data 0.002 top1 10.156 ( 12.630) top5 0.781 ( 2.489) | Test: [89][103/198] Time 0.765 Data 0.001 top1 10.938 ( 12.614) top5 2.344 ( 2.488) | Test: [89][104/198] Time 0.721 Data 0.000 top1 17.188 ( 12.658) top5 1.562 ( 2.479) | Test: [89][105/198] Time 0.729 Data 0.000 top1 12.500 ( 12.656) top5 3.125 ( 2.485) | Test: [89][106/198] Time 0.722 Data 0.001 top1 8.594 ( 12.618) top5 0.000 ( 2.462) | Test: [89][107/198] Time 0.722 Data 0.001 top1 14.844 ( 12.639) top5 1.562 ( 2.453) | Test: [89][108/198] Time 0.726 Data 0.001 top1 16.406 ( 12.674) top5 5.469 ( 2.481) | Test: [89][109/198] Time 0.722 Data 0.003 top1 14.844 ( 12.694) top5 4.688 ( 2.501) | Test: [89][110/198] Time 0.778 Data 0.001 top1 13.281 ( 12.699) top5 3.125 ( 2.507) | Test: [89][111/198] Time 0.766 Data 0.002 top1 9.375 ( 12.669) top5 2.344 ( 2.506) | Test: [89][112/198] Time 0.823 Data 0.001 top1 12.500 ( 12.667) top5 0.781 ( 2.490) | Test: [89][113/198] Time 0.786 Data 0.001 top1 9.375 ( 12.638) top5 0.781 ( 2.475) | Test: [89][114/198] Time 0.809 Data 0.001 top1 10.938 ( 12.623) top5 0.781 ( 2.460) | Test: [89][115/198] Time 0.802 Data 0.001 top1 12.500 ( 12.622) top5 4.688 ( 2.480) | Test: [89][116/198] Time 0.786 Data 0.001 top1 10.938 ( 12.608) top5 2.344 ( 2.478) | Test: [89][117/198] Time 0.822 Data 0.001 top1 10.938 ( 12.593) top5 1.562 ( 2.471) | Test: [89][118/198] Time 0.710 Data 0.001 top1 10.938 ( 12.579) top5 3.125 ( 2.476) | Test: [89][119/198] Time 0.718 Data 0.001 top1 13.281 ( 12.585) top5 1.562 ( 2.468) | Test: [89][120/198] Time 0.733 Data 0.001 top1 8.594 ( 12.552) top5 0.000 ( 2.448) | Test: [89][121/198] Time 0.719 Data 0.001 top1 15.625 ( 12.577) top5 1.562 ( 2.441) | Test: [89][122/198] Time 0.722 Data 0.001 top1 9.375 ( 12.551) top5 3.125 ( 2.446) | Test: [89][123/198] Time 0.715 Data 0.001 top1 12.500 ( 12.551) top5 3.125 ( 2.452) | Test: [89][124/198] Time 0.720 Data 0.001 top1 11.719 ( 12.544) top5 0.781 ( 2.438) | Test: [89][125/198] Time 0.717 Data 0.000 top1 10.938 ( 12.531) top5 3.125 ( 2.444) | Test: [89][126/198] Time 0.725 Data 0.001 top1 8.594 ( 12.500) top5 0.000 ( 2.424) | Test: [89][127/198] Time 0.717 Data 0.001 top1 11.719 ( 12.494) top5 3.125 ( 2.430) | Test: [89][128/198] Time 0.726 Data 0.001 top1 8.594 ( 12.463) top5 3.125 ( 2.435) | Test: [89][129/198] Time 0.717 Data 0.001 top1 14.062 ( 12.476) top5 3.906 ( 2.447) | Test: [89][130/198] Time 0.717 Data 0.001 top1 10.938 ( 12.464) top5 1.562 ( 2.440) | Test: [89][131/198] Time 0.717 Data 0.001 top1 10.938 ( 12.452) top5 1.562 ( 2.433) | Test: [89][132/198] Time 0.750 Data 0.001 top1 10.156 ( 12.435) top5 1.562 ( 2.427) | Test: [89][133/198] Time 0.797 Data 0.001 top1 7.812 ( 12.400) top5 0.781 ( 2.414) | Test: [89][134/198] Time 0.800 Data 0.001 top1 10.156 ( 12.383) top5 2.344 ( 2.414) | Test: [89][135/198] Time 0.759 Data 0.001 top1 17.188 ( 12.419) top5 3.906 ( 2.425) | Test: [89][136/198] Time 0.786 Data 0.001 top1 8.594 ( 12.391) top5 3.125 ( 2.430) | Test: [89][137/198] Time 0.727 Data 0.001 top1 14.844 ( 12.409) top5 5.469 ( 2.452) | Test: [89][138/198] Time 0.812 Data 0.001 top1 10.156 ( 12.392) top5 1.562 ( 2.446) | Test: [89][139/198] Time 0.752 Data 0.001 top1 11.719 ( 12.388) top5 3.125 ( 2.451) | Test: [89][140/198] Time 0.721 Data 0.001 top1 13.281 ( 12.394) top5 2.344 ( 2.450) | Test: [89][141/198] Time 0.721 Data 0.001 top1 8.594 ( 12.367) top5 0.781 ( 2.438) | Test: [89][142/198] Time 0.718 Data 0.001 top1 14.844 ( 12.384) top5 2.344 ( 2.437) | Test: [89][143/198] Time 0.822 Data 0.001 top1 7.812 ( 12.352) top5 2.344 ( 2.437) | Test: [89][144/198] Time 0.727 Data 0.001 top1 10.156 ( 12.337) top5 1.562 ( 2.431) | Test: [89][145/198] Time 0.752 Data 0.004 top1 10.938 ( 12.328) top5 3.125 ( 2.435) | Test: [89][146/198] Time 0.762 Data 0.001 top1 15.625 ( 12.350) top5 2.344 ( 2.435) | Test: [89][147/198] Time 0.737 Data 0.005 top1 10.156 ( 12.335) top5 0.781 ( 2.423) | Test: [89][148/198] Time 0.731 Data 0.001 top1 10.156 ( 12.321) top5 2.344 ( 2.423) | Test: [89][149/198] Time 0.726 Data 0.001 top1 14.844 ( 12.337) top5 0.000 ( 2.407) | Test: [89][150/198] Time 0.721 Data 0.001 top1 14.844 ( 12.354) top5 2.344 ( 2.406) | Test: [89][151/198] Time 0.717 Data 0.000 top1 9.375 ( 12.334) top5 3.125 ( 2.411) | Test: [89][152/198] Time 0.720 Data 0.001 top1 10.156 ( 12.320) top5 0.000 ( 2.395) | Test: [89][153/198] Time 0.720 Data 0.001 top1 7.031 ( 12.286) top5 0.781 ( 2.385) | Test: [89][154/198] Time 0.719 Data 0.002 top1 9.375 ( 12.267) top5 6.250 ( 2.410) | Test: [89][155/198] Time 0.721 Data 0.000 top1 14.062 ( 12.278) top5 2.344 ( 2.409) | Test: [89][156/198] Time 0.715 Data 0.001 top1 11.719 ( 12.275) top5 1.562 ( 2.404) | Test: [89][157/198] Time 0.721 Data 0.001 top1 12.500 ( 12.276) top5 2.344 ( 2.403) | Test: [89][158/198] Time 0.716 Data 0.001 top1 14.844 ( 12.292) top5 3.125 ( 2.408) | Test: [89][159/198] Time 0.737 Data 0.001 top1 10.156 ( 12.279) top5 2.344 ( 2.408) | Test: [89][160/198] Time 0.726 Data 0.001 top1 14.062 ( 12.290) top5 3.906 ( 2.417) | Test: [89][161/198] Time 0.728 Data 0.001 top1 14.062 ( 12.301) top5 5.469 ( 2.436) | Test: [89][162/198] Time 0.721 Data 0.001 top1 9.375 ( 12.283) top5 3.906 ( 2.445) | Test: [89][163/198] Time 0.726 Data 0.001 top1 14.844 ( 12.299) top5 1.562 ( 2.440) | Test: [89][164/198] Time 0.724 Data 0.001 top1 10.156 ( 12.286) top5 1.562 ( 2.434) | Test: [89][165/198] Time 0.817 Data 0.001 top1 9.375 ( 12.268) top5 0.000 ( 2.420) | Test: [89][166/198] Time 0.823 Data 0.001 top1 8.594 ( 12.246) top5 1.562 ( 2.414) | Test: [89][167/198] Time 0.812 Data 0.001 top1 11.719 ( 12.243) top5 3.906 ( 2.423) | Test: [89][168/198] Time 0.735 Data 0.001 top1 12.500 ( 12.244) top5 1.562 ( 2.418) | Test: [89][169/198] Time 0.816 Data 0.001 top1 14.844 ( 12.260) top5 6.250 ( 2.441) | Test: [89][170/198] Time 0.831 Data 0.001 top1 11.719 ( 12.256) top5 1.562 ( 2.436) | Test: [89][171/198] Time 0.722 Data 0.001 top1 14.844 ( 12.272) top5 5.469 ( 2.453) | Test: [89][172/198] Time 0.720 Data 0.001 top1 15.625 ( 12.291) top5 3.906 ( 2.462) | Test: [89][173/198] Time 0.750 Data 0.001 top1 14.844 ( 12.306) top5 0.781 ( 2.452) | Test: [89][174/198] Time 0.747 Data 0.001 top1 12.500 ( 12.307) top5 3.906 ( 2.460) | Test: [89][175/198] Time 0.734 Data 0.001 top1 10.938 ( 12.299) top5 0.781 ( 2.451) | Test: [89][176/198] Time 0.730 Data 0.001 top1 12.500 ( 12.300) top5 1.562 ( 2.446) | Test: [89][177/198] Time 0.718 Data 0.001 top1 10.938 ( 12.293) top5 1.562 ( 2.441) | Test: [89][178/198] Time 0.713 Data 0.001 top1 11.719 ( 12.289) top5 3.906 ( 2.449) | Test: [89][179/198] Time 0.715 Data 0.001 top1 10.938 ( 12.282) top5 4.688 ( 2.462) | Test: [89][180/198] Time 0.724 Data 0.001 top1 9.375 ( 12.266) top5 1.562 ( 2.457) | Test: [89][181/198] Time 0.719 Data 0.001 top1 14.062 ( 12.276) top5 2.344 ( 2.456) | Test: [89][182/198] Time 0.717 Data 0.001 top1 15.625 ( 12.294) top5 4.688 ( 2.468) | Test: [89][183/198] Time 0.717 Data 0.001 top1 12.500 ( 12.295) top5 3.906 ( 2.476) | Test: [89][184/198] Time 0.717 Data 0.001 top1 12.500 ( 12.296) top5 2.344 ( 2.475) | Test: [89][185/198] Time 0.721 Data 0.001 top1 12.500 ( 12.297) top5 2.344 ( 2.475) | Test: [89][186/198] Time 0.727 Data 0.001 top1 14.062 ( 12.307) top5 2.344 ( 2.474) | Test: [89][187/198] Time 0.731 Data 0.001 top1 8.594 ( 12.287) top5 4.688 ( 2.486) | Test: [89][188/198] Time 0.726 Data 0.000 top1 10.938 ( 12.280) top5 4.688 ( 2.498) | Test: [89][189/198] Time 0.717 Data 0.000 top1 14.844 ( 12.293) top5 1.562 ( 2.493) | Test: [89][190/198] Time 0.723 Data 0.000 top1 16.406 ( 12.315) top5 3.906 ( 2.500) | Test: [89][191/198] Time 0.738 Data 0.000 top1 6.250 ( 12.283) top5 0.781 ( 2.491) | Test: [89][192/198] Time 0.723 Data 0.000 top1 12.500 ( 12.284) top5 2.344 ( 2.490) | Test: [89][193/198] Time 0.719 Data 0.000 top1 10.156 ( 12.273) top5 3.906 ( 2.498) | Test: [89][194/198] Time 0.715 Data 0.000 top1 8.594 ( 12.254) top5 0.781 ( 2.489) | Test: [89][195/198] Time 0.724 Data 0.000 top1 14.844 ( 12.268) top5 1.562 ( 2.484) | Test: [89][196/198] Time 0.270 Data 0.000 top1 11.765 ( 12.265) top5 2.941 ( 2.486) | Test: [89][197/198] Time 0.768 Data 0.000 top1 12.500 ( 12.266) top5 1.562 ( 2.482) | Test: [89][198/198] Time 0.732 Data 0.000 top1 13.281 ( 12.271) top5 5.469 ( 2.497) * Finished epoch # 89 top1: 12.271 top5: 2.497 Epoch 90 => Training epoch # 90 | Epoch: [90][1/553] Time 6.932 Data 4.446 Err 0.2698 top1 7.812 top5 2.344 | Epoch: [90][2/553] Time 2.426 Data 0.001 Err 0.1944 top1 5.469 top5 1.562 | Epoch: [90][3/553] Time 2.441 Data 0.001 Err 0.1647 top1 3.906 top5 2.344 | Epoch: [90][4/553] Time 2.431 Data 0.001 Err 0.3424 top1 7.031 top5 3.906 | Epoch: [90][5/553] Time 2.432 Data 0.001 Err 0.2442 top1 7.031 top5 1.562 | Epoch: [90][6/553] Time 2.432 Data 0.001 Err 0.2882 top1 7.812 top5 3.125 | Epoch: [90][7/553] Time 2.437 Data 0.001 Err 0.2734 top1 8.594 top5 3.906 | Epoch: [90][8/553] Time 2.459 Data 0.001 Err 0.1300 top1 2.344 top5 0.781 | Epoch: [90][9/553] Time 2.434 Data 0.001 Err 0.2946 top1 7.031 top5 3.906 | Epoch: [90][10/553] Time 2.458 Data 0.001 Err 0.2636 top1 7.812 top5 0.000 | Epoch: [90][11/553] Time 2.432 Data 0.001 Err 0.2735 top1 8.594 top5 2.344 | Epoch: [90][12/553] Time 2.498 Data 0.001 Err 0.3487 top1 9.375 top5 2.344 | Epoch: [90][13/553] Time 2.458 Data 0.001 Err 0.3681 top1 10.156 top5 3.125 | Epoch: [90][14/553] Time 2.500 Data 0.001 Err 0.2620 top1 8.594 top5 1.562 | Epoch: [90][15/553] Time 2.453 Data 0.001 Err 0.2408 top1 6.250 top5 1.562 | Epoch: [90][16/553] Time 2.439 Data 0.001 Err 0.2355 top1 4.688 top5 1.562 | Epoch: [90][17/553] Time 2.441 Data 0.001 Err 0.1796 top1 3.125 top5 1.562 | Epoch: [90][18/553] Time 2.432 Data 0.001 Err 0.2965 top1 7.812 top5 3.125 | Epoch: [90][19/553] Time 2.471 Data 0.001 Err 0.2605 top1 7.031 top5 0.781 | Epoch: [90][20/553] Time 2.445 Data 0.001 Err 0.1449 top1 4.688 top5 0.000 | Epoch: [90][21/553] Time 2.505 Data 0.001 Err 0.2674 top1 6.250 top5 2.344 | Epoch: [90][22/553] Time 2.434 Data 0.000 Err 0.4060 top1 7.031 top5 5.469 | Epoch: [90][23/553] Time 2.464 Data 0.001 Err 0.2194 top1 4.688 top5 1.562 | Epoch: [90][24/553] Time 2.447 Data 0.001 Err 0.2560 top1 8.594 top5 3.125 | Epoch: [90][25/553] Time 2.448 Data 0.000 Err 0.4023 top1 11.719 top5 3.906 | Epoch: [90][26/553] Time 2.445 Data 0.001 Err 0.2607 top1 6.250 top5 2.344 | Epoch: [90][27/553] Time 2.503 Data 0.001 Err 0.1444 top1 3.125 top5 0.781 | Epoch: [90][28/553] Time 2.479 Data 0.001 Err 0.2728 top1 5.469 top5 2.344 | Epoch: [90][29/553] Time 2.468 Data 0.001 Err 0.2583 top1 7.812 top5 2.344 | Epoch: [90][30/553] Time 2.453 Data 0.005 Err 0.1629 top1 5.469 top5 0.781 | Epoch: [90][31/553] Time 2.445 Data 0.001 Err 0.2098 top1 6.250 top5 1.562 | Epoch: [90][32/553] Time 2.456 Data 0.000 Err 0.3024 top1 8.594 top5 3.125 | Epoch: [90][33/553] Time 2.446 Data 0.000 Err 0.2323 top1 6.250 top5 2.344 | Epoch: [90][34/553] Time 2.459 Data 0.001 Err 0.2270 top1 6.250 top5 1.562 | Epoch: [90][35/553] Time 2.435 Data 0.001 Err 0.2035 top1 4.688 top5 1.562 | Epoch: [90][36/553] Time 2.473 Data 0.001 Err 0.1841 top1 3.906 top5 1.562 | Epoch: [90][37/553] Time 2.468 Data 0.000 Err 0.3008 top1 6.250 top5 3.125 | Epoch: [90][38/553] Time 2.463 Data 0.001 Err 0.1488 top1 4.688 top5 0.781 | Epoch: [90][39/553] Time 2.455 Data 0.001 Err 0.2776 top1 7.031 top5 0.781 | Epoch: [90][40/553] Time 2.470 Data 0.001 Err 0.3534 top1 9.375 top5 2.344 | Epoch: [90][41/553] Time 2.496 Data 0.003 Err 0.2879 top1 7.812 top5 1.562 | Epoch: [90][42/553] Time 2.441 Data 0.001 Err 0.2549 top1 7.031 top5 2.344 | Epoch: [90][43/553] Time 2.503 Data 0.001 Err 0.2251 top1 3.906 top5 2.344 | Epoch: [90][44/553] Time 2.466 Data 0.000 Err 0.3655 top1 9.375 top5 3.906 | Epoch: [90][45/553] Time 2.473 Data 0.001 Err 0.4241 top1 10.156 top5 3.906 | Epoch: [90][46/553] Time 2.438 Data 0.001 Err 0.2828 top1 7.031 top5 3.906 | Epoch: [90][47/553] Time 2.476 Data 0.001 Err 0.2190 top1 5.469 top5 0.781 | Epoch: [90][48/553] Time 2.474 Data 0.001 Err 0.1876 top1 5.469 top5 0.781 | Epoch: [90][49/553] Time 2.448 Data 0.001 Err 0.1581 top1 5.469 top5 0.781 | Epoch: [90][50/553] Time 2.469 Data 0.001 Err 0.1529 top1 3.125 top5 0.000 | Epoch: [90][51/553] Time 2.464 Data 0.001 Err 0.2861 top1 7.812 top5 3.906 | Epoch: [90][52/553] Time 2.466 Data 0.000 Err 0.1017 top1 1.562 top5 0.000 | Epoch: [90][53/553] Time 2.468 Data 0.001 Err 0.2063 top1 4.688 top5 3.125 | Epoch: [90][54/553] Time 2.477 Data 0.001 Err 0.2360 top1 6.250 top5 2.344 | Epoch: [90][55/553] Time 2.498 Data 0.001 Err 0.2661 top1 6.250 top5 1.562 | Epoch: [90][56/553] Time 2.447 Data 0.000 Err 0.2058 top1 7.031 top5 0.781 | Epoch: [90][57/553] Time 2.436 Data 0.001 Err 0.1443 top1 4.688 top5 1.562 | Epoch: [90][58/553] Time 2.481 Data 0.001 Err 0.3603 top1 9.375 top5 3.125 | Epoch: [90][59/553] Time 2.454 Data 0.001 Err 0.1401 top1 3.906 top5 0.781 | Epoch: [90][60/553] Time 2.460 Data 0.001 Err 0.1823 top1 4.688 top5 0.781 | Epoch: [90][61/553] Time 2.474 Data 0.001 Err 0.2130 top1 6.250 top5 1.562 | Epoch: [90][62/553] Time 2.476 Data 0.001 Err 0.2562 top1 7.812 top5 1.562 | Epoch: [90][63/553] Time 2.501 Data 0.000 Err 0.2684 top1 5.469 top5 3.125 | Epoch: [90][64/553] Time 2.471 Data 0.001 Err 0.1742 top1 2.344 top5 0.000 | Epoch: [90][65/553] Time 2.449 Data 0.001 Err 0.2123 top1 5.469 top5 0.781 | Epoch: [90][66/553] Time 2.517 Data 0.001 Err 0.2592 top1 5.469 top5 2.344 | Epoch: [90][67/553] Time 2.518 Data 0.001 Err 0.1699 top1 3.125 top5 0.781 | Epoch: [90][68/553] Time 2.445 Data 0.001 Err 0.1251 top1 3.125 top5 2.344 | Epoch: [90][69/553] Time 2.440 Data 0.001 Err 0.1999 top1 7.031 top5 0.000 | Epoch: [90][70/553] Time 2.474 Data 0.001 Err 0.2373 top1 7.031 top5 0.781 | Epoch: [90][71/553] Time 2.449 Data 0.001 Err 0.1992 top1 5.469 top5 0.781 | Epoch: [90][72/553] Time 2.442 Data 0.001 Err 0.2699 top1 7.031 top5 1.562 | Epoch: [90][73/553] Time 2.467 Data 0.001 Err 0.1446 top1 3.125 top5 0.781 | Epoch: [90][74/553] Time 2.512 Data 0.001 Err 0.2016 top1 5.469 top5 1.562 | Epoch: [90][75/553] Time 2.516 Data 0.000 Err 0.1829 top1 5.469 top5 0.781 | Epoch: [90][76/553] Time 2.515 Data 0.001 Err 0.1968 top1 4.688 top5 1.562 | Epoch: [90][77/553] Time 2.482 Data 0.001 Err 0.3345 top1 10.156 top5 1.562 | Epoch: [90][78/553] Time 2.480 Data 0.001 Err 0.3779 top1 7.812 top5 3.906 | Epoch: [90][79/553] Time 2.494 Data 0.001 Err 0.2542 top1 7.812 top5 1.562 | Epoch: [90][80/553] Time 2.447 Data 0.001 Err 0.2633 top1 7.812 top5 2.344 | Epoch: [90][81/553] Time 2.442 Data 0.001 Err 0.3278 top1 9.375 top5 2.344 | Epoch: [90][82/553] Time 2.443 Data 0.001 Err 0.2810 top1 6.250 top5 2.344 | Epoch: [90][83/553] Time 2.487 Data 0.001 Err 0.3102 top1 6.250 top5 3.125 | Epoch: [90][84/553] Time 2.448 Data 0.001 Err 0.2403 top1 7.812 top5 3.125 | Epoch: [90][85/553] Time 2.478 Data 0.001 Err 0.1685 top1 3.125 top5 0.781 | Epoch: [90][86/553] Time 2.478 Data 0.001 Err 0.4067 top1 9.375 top5 4.688 | Epoch: [90][87/553] Time 2.493 Data 0.001 Err 0.2553 top1 8.594 top5 0.781 | Epoch: [90][88/553] Time 2.470 Data 0.001 Err 0.2210 top1 7.031 top5 0.781 | Epoch: [90][89/553] Time 2.437 Data 0.001 Err 0.2155 top1 4.688 top5 0.781 | Epoch: [90][90/553] Time 2.531 Data 0.001 Err 0.1674 top1 4.688 top5 0.781 | Epoch: [90][91/553] Time 2.445 Data 0.001 Err 0.3100 top1 4.688 top5 3.125 | Epoch: [90][92/553] Time 2.443 Data 0.001 Err 0.4139 top1 9.375 top5 4.688 | Epoch: [90][93/553] Time 2.441 Data 0.000 Err 0.1393 top1 2.344 top5 0.000 | Epoch: [90][94/553] Time 2.443 Data 0.001 Err 0.1104 top1 1.562 top5 0.000 | Epoch: [90][95/553] Time 2.456 Data 0.001 Err 0.2469 top1 7.031 top5 1.562 | Epoch: [90][96/553] Time 2.463 Data 0.001 Err 0.3005 top1 6.250 top5 2.344 | Epoch: [90][97/553] Time 2.511 Data 0.000 Err 0.4904 top1 14.062 top5 3.906 | Epoch: [90][98/553] Time 2.468 Data 0.001 Err 0.3455 top1 7.031 top5 3.125 | Epoch: [90][99/553] Time 2.503 Data 0.001 Err 0.3790 top1 7.031 top5 1.562 | Epoch: [90][100/553] Time 2.431 Data 0.001 Err 0.2633 top1 5.469 top5 2.344 | Epoch: [90][101/553] Time 2.479 Data 0.001 Err 0.1843 top1 5.469 top5 0.781 | Epoch: [90][102/553] Time 2.487 Data 0.001 Err 0.2300 top1 6.250 top5 0.781 | Epoch: [90][103/553] Time 2.523 Data 0.001 Err 0.1583 top1 5.469 top5 0.781 | Epoch: [90][104/553] Time 2.479 Data 0.001 Err 0.4029 top1 9.375 top5 4.688 | Epoch: [90][105/553] Time 2.476 Data 0.001 Err 0.3551 top1 9.375 top5 2.344 | Epoch: [90][106/553] Time 2.502 Data 0.001 Err 0.2400 top1 5.469 top5 2.344 | Epoch: [90][107/553] Time 2.476 Data 0.001 Err 0.2240 top1 7.031 top5 2.344 | Epoch: [90][108/553] Time 2.450 Data 0.001 Err 0.3154 top1 10.156 top5 4.688 | Epoch: [90][109/553] Time 2.454 Data 0.001 Err 0.1633 top1 3.906 top5 0.781 | Epoch: [90][110/553] Time 2.532 Data 0.001 Err 0.1889 top1 5.469 top5 1.562 | Epoch: [90][111/553] Time 2.480 Data 0.001 Err 0.2268 top1 6.250 top5 0.781 | Epoch: [90][112/553] Time 2.437 Data 0.001 Err 0.2392 top1 5.469 top5 2.344 | Epoch: [90][113/553] Time 2.460 Data 0.001 Err 0.1495 top1 3.906 top5 0.000 | Epoch: [90][114/553] Time 2.438 Data 0.001 Err 0.2321 top1 5.469 top5 2.344 | Epoch: [90][115/553] Time 2.510 Data 0.001 Err 0.3148 top1 8.594 top5 1.562 | Epoch: [90][116/553] Time 2.447 Data 0.001 Err 0.3479 top1 9.375 top5 3.125 | Epoch: [90][117/553] Time 2.461 Data 0.001 Err 0.2205 top1 7.031 top5 2.344 | Epoch: [90][118/553] Time 2.453 Data 0.001 Err 0.1861 top1 4.688 top5 0.781 | Epoch: [90][119/553] Time 2.484 Data 0.001 Err 0.2972 top1 7.031 top5 1.562 | Epoch: [90][120/553] Time 2.469 Data 0.001 Err 0.2367 top1 6.250 top5 2.344 | Epoch: [90][121/553] Time 2.446 Data 0.001 Err 0.2633 top1 6.250 top5 2.344 | Epoch: [90][122/553] Time 2.494 Data 0.001 Err 0.2881 top1 7.812 top5 2.344 | Epoch: [90][123/553] Time 2.442 Data 0.001 Err 0.2503 top1 7.812 top5 2.344 | Epoch: [90][124/553] Time 2.438 Data 0.001 Err 0.1973 top1 3.125 top5 2.344 | Epoch: [90][125/553] Time 2.491 Data 0.001 Err 0.2370 top1 8.594 top5 2.344 | Epoch: [90][126/553] Time 2.483 Data 0.001 Err 0.1940 top1 7.031 top5 0.781 | Epoch: [90][127/553] Time 2.468 Data 0.003 Err 0.3701 top1 10.156 top5 3.906 | Epoch: [90][128/553] Time 2.463 Data 0.001 Err 0.2266 top1 5.469 top5 1.562 | Epoch: [90][129/553] Time 2.436 Data 0.001 Err 0.2352 top1 5.469 top5 0.781 | Epoch: [90][130/553] Time 2.506 Data 0.001 Err 0.3062 top1 7.812 top5 3.125 | Epoch: [90][131/553] Time 2.486 Data 0.001 Err 0.1562 top1 2.344 top5 1.562 | Epoch: [90][132/553] Time 2.483 Data 0.001 Err 0.1271 top1 2.344 top5 0.781 | Epoch: [90][133/553] Time 2.453 Data 0.001 Err 0.2909 top1 7.812 top5 3.906 | Epoch: [90][134/553] Time 2.472 Data 0.001 Err 0.1002 top1 0.781 top5 0.781 | Epoch: [90][135/553] Time 2.446 Data 0.001 Err 0.2002 top1 7.031 top5 0.000 | Epoch: [90][136/553] Time 2.485 Data 0.001 Err 0.1739 top1 6.250 top5 0.000 | Epoch: [90][137/553] Time 2.461 Data 0.001 Err 0.3902 top1 7.812 top5 3.906 | Epoch: [90][138/553] Time 2.437 Data 0.001 Err 0.2766 top1 7.812 top5 2.344 | Epoch: [90][139/553] Time 2.492 Data 0.001 Err 0.1673 top1 3.906 top5 1.562 | Epoch: [90][140/553] Time 2.471 Data 0.001 Err 0.2431 top1 4.688 top5 2.344 | Epoch: [90][141/553] Time 2.486 Data 0.001 Err 0.3550 top1 7.031 top5 3.906 | Epoch: [90][142/553] Time 2.489 Data 0.001 Err 0.1714 top1 5.469 top5 0.781 | Epoch: [90][143/553] Time 2.490 Data 0.001 Err 0.2449 top1 7.031 top5 1.562 | Epoch: [90][144/553] Time 2.520 Data 0.001 Err 0.1152 top1 2.344 top5 0.781 | Epoch: [90][145/553] Time 2.461 Data 0.001 Err 0.1566 top1 3.906 top5 0.781 | Epoch: [90][146/553] Time 2.444 Data 0.001 Err 0.2367 top1 7.031 top5 0.781 | Epoch: [90][147/553] Time 2.439 Data 0.001 Err 0.2758 top1 7.031 top5 3.125 | Epoch: [90][148/553] Time 2.471 Data 0.001 Err 0.2333 top1 7.812 top5 2.344 | Epoch: [90][149/553] Time 2.444 Data 0.001 Err 0.3181 top1 10.156 top5 2.344 | Epoch: [90][150/553] Time 2.482 Data 0.001 Err 0.2872 top1 6.250 top5 3.125 | Epoch: [90][151/553] Time 2.491 Data 0.001 Err 0.3795 top1 7.812 top5 5.469 | Epoch: [90][152/553] Time 2.438 Data 0.001 Err 0.2319 top1 7.812 top5 1.562 | Epoch: [90][153/553] Time 2.471 Data 0.001 Err 0.1929 top1 5.469 top5 1.562 | Epoch: [90][154/553] Time 2.438 Data 0.001 Err 0.2838 top1 7.031 top5 1.562 | Epoch: [90][155/553] Time 2.447 Data 0.001 Err 0.3384 top1 7.812 top5 2.344 | Epoch: [90][156/553] Time 2.482 Data 0.001 Err 0.2547 top1 6.250 top5 2.344 | Epoch: [90][157/553] Time 2.480 Data 0.001 Err 0.4171 top1 9.375 top5 4.688 | Epoch: [90][158/553] Time 2.444 Data 0.001 Err 0.1990 top1 5.469 top5 0.781 | Epoch: [90][159/553] Time 2.491 Data 0.001 Err 0.2403 top1 7.031 top5 0.781 | Epoch: [90][160/553] Time 2.438 Data 0.001 Err 0.3564 top1 10.156 top5 2.344 | Epoch: [90][161/553] Time 2.465 Data 0.001 Err 0.2629 top1 6.250 top5 1.562 | Epoch: [90][162/553] Time 2.460 Data 0.001 Err 0.1394 top1 3.906 top5 0.000 | Epoch: [90][163/553] Time 2.486 Data 0.001 Err 0.2202 top1 7.812 top5 2.344 | Epoch: [90][164/553] Time 2.491 Data 0.001 Err 0.2080 top1 3.906 top5 3.125 | Epoch: [90][165/553] Time 2.434 Data 0.001 Err 0.2468 top1 4.688 top5 2.344 | Epoch: [90][166/553] Time 2.441 Data 0.001 Err 0.4154 top1 7.812 top5 3.906 | Epoch: [90][167/553] Time 2.464 Data 0.001 Err 0.1249 top1 3.906 top5 0.781 | Epoch: [90][168/553] Time 2.456 Data 0.001 Err 0.2787 top1 6.250 top5 2.344 | Epoch: [90][169/553] Time 2.464 Data 0.001 Err 0.2668 top1 10.156 top5 2.344 | Epoch: [90][170/553] Time 2.448 Data 0.001 Err 0.2451 top1 6.250 top5 1.562 | Epoch: [90][171/553] Time 2.528 Data 0.001 Err 0.1922 top1 5.469 top5 0.000 | Epoch: [90][172/553] Time 2.449 Data 0.001 Err 0.3156 top1 9.375 top5 0.781 | Epoch: [90][173/553] Time 2.441 Data 0.001 Err 0.3324 top1 8.594 top5 2.344 | Epoch: [90][174/553] Time 2.468 Data 0.001 Err 0.2640 top1 6.250 top5 3.125 | Epoch: [90][175/553] Time 2.473 Data 0.001 Err 0.2247 top1 5.469 top5 1.562 | Epoch: [90][176/553] Time 2.456 Data 0.001 Err 0.3153 top1 9.375 top5 2.344 | Epoch: [90][177/553] Time 2.487 Data 0.001 Err 0.2829 top1 7.031 top5 0.781 | Epoch: [90][178/553] Time 2.450 Data 0.001 Err 0.3199 top1 5.469 top5 3.906 | Epoch: [90][179/553] Time 2.485 Data 0.001 Err 0.2337 top1 3.906 top5 2.344 | Epoch: [90][180/553] Time 2.448 Data 0.001 Err 0.2878 top1 9.375 top5 1.562 | Epoch: [90][181/553] Time 2.446 Data 0.001 Err 0.2030 top1 5.469 top5 2.344 | Epoch: [90][182/553] Time 2.463 Data 0.001 Err 0.4306 top1 10.156 top5 5.469 | Epoch: [90][183/553] Time 2.473 Data 0.001 Err 0.1237 top1 2.344 top5 1.562 | Epoch: [90][184/553] Time 2.476 Data 0.006 Err 0.2638 top1 7.812 top5 1.562 | Epoch: [90][185/553] Time 2.454 Data 0.001 Err 0.1987 top1 4.688 top5 2.344 | Epoch: [90][186/553] Time 2.511 Data 0.001 Err 0.1375 top1 3.125 top5 0.781 | Epoch: [90][187/553] Time 2.515 Data 0.001 Err 0.1643 top1 3.906 top5 0.000 | Epoch: [90][188/553] Time 2.442 Data 0.001 Err 0.2569 top1 6.250 top5 2.344 | Epoch: [90][189/553] Time 2.442 Data 0.001 Err 0.1941 top1 7.031 top5 0.000 | Epoch: [90][190/553] Time 2.464 Data 0.001 Err 0.1739 top1 4.688 top5 1.562 | Epoch: [90][191/553] Time 2.510 Data 0.001 Err 0.2794 top1 6.250 top5 1.562 | Epoch: [90][192/553] Time 2.511 Data 0.001 Err 0.1821 top1 5.469 top5 0.781 | Epoch: [90][193/553] Time 2.460 Data 0.001 Err 0.3088 top1 7.031 top5 3.906 | Epoch: [90][194/553] Time 2.498 Data 0.001 Err 0.2761 top1 4.688 top5 1.562 | Epoch: [90][195/553] Time 2.476 Data 0.000 Err 0.2190 top1 7.031 top5 0.000 | Epoch: [90][196/553] Time 2.457 Data 0.001 Err 0.2117 top1 3.906 top5 2.344 | Epoch: [90][197/553] Time 2.446 Data 0.000 Err 0.3599 top1 7.031 top5 3.125 | Epoch: [90][198/553] Time 2.473 Data 0.001 Err 0.1889 top1 3.906 top5 1.562 | Epoch: [90][199/553] Time 2.437 Data 0.001 Err 0.1457 top1 3.906 top5 0.000 | Epoch: [90][200/553] Time 2.456 Data 0.001 Err 0.2668 top1 7.031 top5 0.781 | Epoch: [90][201/553] Time 2.467 Data 0.001 Err 0.1310 top1 3.125 top5 0.781 | Epoch: [90][202/553] Time 2.471 Data 0.001 Err 0.2152 top1 5.469 top5 1.562 | Epoch: [90][203/553] Time 2.477 Data 0.005 Err 0.2455 top1 5.469 top5 2.344 | Epoch: [90][204/553] Time 2.439 Data 0.001 Err 0.1690 top1 3.125 top5 0.781 | Epoch: [90][205/553] Time 2.520 Data 0.001 Err 0.2093 top1 7.031 top5 1.562 | Epoch: [90][206/553] Time 2.515 Data 0.001 Err 0.2057 top1 5.469 top5 0.000 | Epoch: [90][207/553] Time 2.480 Data 0.001 Err 0.1782 top1 6.250 top5 0.781 | Epoch: [90][208/553] Time 2.466 Data 0.001 Err 0.2908 top1 7.812 top5 2.344 | Epoch: [90][209/553] Time 2.511 Data 0.001 Err 0.2080 top1 6.250 top5 1.562 | Epoch: [90][210/553] Time 2.471 Data 0.001 Err 0.2428 top1 6.250 top5 0.781 | Epoch: [90][211/553] Time 2.458 Data 0.001 Err 0.2258 top1 5.469 top5 2.344 | Epoch: [90][212/553] Time 2.480 Data 0.001 Err 0.3355 top1 8.594 top5 2.344 | Epoch: [90][213/553] Time 2.458 Data 0.001 Err 0.1260 top1 2.344 top5 0.000 | Epoch: [90][214/553] Time 2.479 Data 0.001 Err 0.2441 top1 7.031 top5 3.125 | Epoch: [90][215/553] Time 2.452 Data 0.001 Err 0.2364 top1 9.375 top5 0.781 | Epoch: [90][216/553] Time 2.475 Data 0.001 Err 0.2907 top1 6.250 top5 4.688 | Epoch: [90][217/553] Time 2.445 Data 0.001 Err 0.2146 top1 5.469 top5 1.562 | Epoch: [90][218/553] Time 2.523 Data 0.001 Err 0.2589 top1 5.469 top5 2.344 | Epoch: [90][219/553] Time 2.447 Data 0.001 Err 0.1625 top1 3.906 top5 1.562 | Epoch: [90][220/553] Time 2.436 Data 0.001 Err 0.2506 top1 7.812 top5 2.344 | Epoch: [90][221/553] Time 2.447 Data 0.001 Err 0.3367 top1 7.031 top5 3.906 | Epoch: [90][222/553] Time 2.459 Data 0.001 Err 0.2564 top1 7.031 top5 3.125 | Epoch: [90][223/553] Time 2.442 Data 0.001 Err 0.3846 top1 10.156 top5 3.125 | Epoch: [90][224/553] Time 2.445 Data 0.001 Err 0.1878 top1 6.250 top5 0.781 | Epoch: [90][225/553] Time 2.443 Data 0.001 Err 0.1470 top1 3.906 top5 0.781 | Epoch: [90][226/553] Time 2.480 Data 0.001 Err 0.2862 top1 8.594 top5 1.562 | Epoch: [90][227/553] Time 2.477 Data 0.001 Err 0.2381 top1 7.031 top5 0.781 | Epoch: [90][228/553] Time 2.450 Data 0.001 Err 0.1449 top1 3.906 top5 0.000 | Epoch: [90][229/553] Time 2.450 Data 0.000 Err 0.1860 top1 4.688 top5 0.781 | Epoch: [90][230/553] Time 2.450 Data 0.001 Err 0.1724 top1 3.125 top5 0.781 | Epoch: [90][231/553] Time 2.445 Data 0.001 Err 0.2294 top1 7.031 top5 0.781 | Epoch: [90][232/553] Time 2.492 Data 0.001 Err 0.1486 top1 2.344 top5 0.000 | Epoch: [90][233/553] Time 2.466 Data 0.001 Err 0.1575 top1 3.906 top5 0.000 | Epoch: [90][234/553] Time 2.487 Data 0.001 Err 0.2875 top1 7.031 top5 4.688 | Epoch: [90][235/553] Time 2.480 Data 0.001 Err 0.0766 top1 2.344 top5 0.000 | Epoch: [90][236/553] Time 2.440 Data 0.001 Err 0.2177 top1 4.688 top5 1.562 | Epoch: [90][237/553] Time 2.445 Data 0.001 Err 0.1921 top1 4.688 top5 0.781 | Epoch: [90][238/553] Time 2.436 Data 0.000 Err 0.2866 top1 7.812 top5 2.344 | Epoch: [90][239/553] Time 2.482 Data 0.001 Err 0.2563 top1 3.906 top5 3.125 | Epoch: [90][240/553] Time 2.464 Data 0.001 Err 0.2751 top1 7.812 top5 2.344 | Epoch: [90][241/553] Time 2.505 Data 0.001 Err 0.2898 top1 9.375 top5 1.562 | Epoch: [90][242/553] Time 2.458 Data 0.001 Err 0.2183 top1 7.812 top5 0.000 | Epoch: [90][243/553] Time 2.485 Data 0.001 Err 0.2270 top1 4.688 top5 1.562 | Epoch: [90][244/553] Time 2.448 Data 0.001 Err 0.1766 top1 3.906 top5 1.562 | Epoch: [90][245/553] Time 2.435 Data 0.001 Err 0.1451 top1 2.344 top5 1.562 | Epoch: [90][246/553] Time 2.455 Data 0.001 Err 0.2451 top1 7.031 top5 2.344 | Epoch: [90][247/553] Time 2.441 Data 0.001 Err 0.2869 top1 6.250 top5 3.125 | Epoch: [90][248/553] Time 2.481 Data 0.001 Err 0.2696 top1 7.031 top5 2.344 | Epoch: [90][249/553] Time 2.451 Data 0.001 Err 0.2734 top1 7.031 top5 2.344 | Epoch: [90][250/553] Time 2.438 Data 0.001 Err 0.2197 top1 3.906 top5 0.781 | Epoch: [90][251/553] Time 2.485 Data 0.001 Err 0.3661 top1 10.938 top5 1.562 | Epoch: [90][252/553] Time 2.461 Data 0.000 Err 0.2899 top1 8.594 top5 3.125 | Epoch: [90][253/553] Time 2.495 Data 0.001 Err 0.2691 top1 5.469 top5 2.344 | Epoch: [90][254/553] Time 2.445 Data 0.001 Err 0.2060 top1 5.469 top5 1.562 | Epoch: [90][255/553] Time 2.467 Data 0.001 Err 0.1617 top1 3.125 top5 1.562 | Epoch: [90][256/553] Time 2.443 Data 0.001 Err 0.1269 top1 3.125 top5 0.781 | Epoch: [90][257/553] Time 2.433 Data 0.001 Err 0.2883 top1 6.250 top5 1.562 | Epoch: [90][258/553] Time 2.440 Data 0.001 Err 0.1674 top1 2.344 top5 1.562 | Epoch: [90][259/553] Time 2.466 Data 0.001 Err 0.1623 top1 3.906 top5 0.781 | Epoch: [90][260/553] Time 2.443 Data 0.001 Err 0.2387 top1 4.688 top5 2.344 | Epoch: [90][261/553] Time 2.454 Data 0.001 Err 0.1634 top1 3.125 top5 0.781 | Epoch: [90][262/553] Time 2.453 Data 0.000 Err 0.2743 top1 6.250 top5 3.125 | Epoch: [90][263/553] Time 2.473 Data 0.001 Err 0.0999 top1 2.344 top5 0.000 | Epoch: [90][264/553] Time 2.510 Data 0.001 Err 0.2077 top1 4.688 top5 0.781 | Epoch: [90][265/553] Time 2.440 Data 0.001 Err 0.2392 top1 4.688 top5 0.781 | Epoch: [90][266/553] Time 2.436 Data 0.001 Err 0.4569 top1 8.594 top5 6.250 | Epoch: [90][267/553] Time 2.444 Data 0.001 Err 0.2740 top1 6.250 top5 2.344 | Epoch: [90][268/553] Time 2.468 Data 0.001 Err 0.2639 top1 5.469 top5 1.562 | Epoch: [90][269/553] Time 2.447 Data 0.001 Err 0.1669 top1 3.125 top5 1.562 | Epoch: [90][270/553] Time 2.446 Data 0.001 Err 0.2695 top1 5.469 top5 1.562 | Epoch: [90][271/553] Time 2.470 Data 0.001 Err 0.3385 top1 8.594 top5 1.562 | Epoch: [90][272/553] Time 2.464 Data 0.000 Err 0.2584 top1 7.031 top5 2.344 | Epoch: [90][273/553] Time 2.459 Data 0.001 Err 0.3041 top1 9.375 top5 0.781 | Epoch: [90][274/553] Time 2.453 Data 0.001 Err 0.2043 top1 3.906 top5 1.562 | Epoch: [90][275/553] Time 2.514 Data 0.001 Err 0.1437 top1 2.344 top5 1.562 | Epoch: [90][276/553] Time 2.445 Data 0.001 Err 0.2996 top1 7.031 top5 3.906 | Epoch: [90][277/553] Time 2.440 Data 0.001 Err 0.2264 top1 7.812 top5 0.781 | Epoch: [90][278/553] Time 2.449 Data 0.001 Err 0.4510 top1 10.938 top5 4.688 | Epoch: [90][279/553] Time 2.441 Data 0.001 Err 0.3273 top1 9.375 top5 3.125 | Epoch: [90][280/553] Time 2.440 Data 0.001 Err 0.1532 top1 3.125 top5 0.781 | Epoch: [90][281/553] Time 2.532 Data 0.001 Err 0.3456 top1 7.812 top5 1.562 | Epoch: [90][282/553] Time 2.458 Data 0.001 Err 0.2060 top1 6.250 top5 2.344 | Epoch: [90][283/553] Time 2.441 Data 0.001 Err 0.2809 top1 8.594 top5 1.562 | Epoch: [90][284/553] Time 2.462 Data 0.001 Err 0.2372 top1 4.688 top5 1.562 | Epoch: [90][285/553] Time 2.521 Data 0.001 Err 0.1978 top1 4.688 top5 2.344 | Epoch: [90][286/553] Time 2.434 Data 0.001 Err 0.2229 top1 4.688 top5 2.344 | Epoch: [90][287/553] Time 2.461 Data 0.001 Err 0.1504 top1 3.906 top5 0.781 | Epoch: [90][288/553] Time 2.472 Data 0.001 Err 0.1640 top1 4.688 top5 0.781 | Epoch: [90][289/553] Time 2.452 Data 0.001 Err 0.1906 top1 4.688 top5 2.344 | Epoch: [90][290/553] Time 2.434 Data 0.001 Err 0.1648 top1 4.688 top5 0.781 | Epoch: [90][291/553] Time 2.437 Data 0.001 Err 0.1402 top1 3.906 top5 0.781 | Epoch: [90][292/553] Time 2.448 Data 0.001 Err 0.1788 top1 3.125 top5 2.344 | Epoch: [90][293/553] Time 2.495 Data 0.001 Err 0.1574 top1 6.250 top5 0.781 | Epoch: [90][294/553] Time 2.460 Data 0.001 Err 0.3088 top1 7.812 top5 3.125 | Epoch: [90][295/553] Time 2.471 Data 0.001 Err 0.3348 top1 8.594 top5 2.344 | Epoch: [90][296/553] Time 2.502 Data 0.001 Err 0.4071 top1 10.156 top5 4.688 | Epoch: [90][297/553] Time 2.450 Data 0.001 Err 0.2378 top1 6.250 top5 0.000 | Epoch: [90][298/553] Time 2.497 Data 0.001 Err 0.4361 top1 10.938 top5 5.469 | Epoch: [90][299/553] Time 2.451 Data 0.001 Err 0.1750 top1 6.250 top5 0.000 | Epoch: [90][300/553] Time 2.472 Data 0.001 Err 0.1940 top1 4.688 top5 3.125 | Epoch: [90][301/553] Time 2.452 Data 0.000 Err 0.2669 top1 6.250 top5 3.125 | Epoch: [90][302/553] Time 2.504 Data 0.001 Err 0.2557 top1 5.469 top5 2.344 | Epoch: [90][303/553] Time 2.512 Data 0.001 Err 0.2169 top1 5.469 top5 0.781 | Epoch: [90][304/553] Time 2.487 Data 0.001 Err 0.2150 top1 6.250 top5 0.000 | Epoch: [90][305/553] Time 2.441 Data 0.001 Err 0.4449 top1 8.594 top5 2.344 | Epoch: [90][306/553] Time 2.452 Data 0.001 Err 0.2051 top1 3.906 top5 1.562 | Epoch: [90][307/553] Time 2.478 Data 0.001 Err 0.2025 top1 4.688 top5 1.562 | Epoch: [90][308/553] Time 2.463 Data 0.001 Err 0.3040 top1 10.156 top5 2.344 | Epoch: [90][309/553] Time 2.453 Data 0.001 Err 0.1600 top1 6.250 top5 0.000 | Epoch: [90][310/553] Time 2.459 Data 0.001 Err 0.2611 top1 5.469 top5 1.562 | Epoch: [90][311/553] Time 2.459 Data 0.001 Err 0.1975 top1 5.469 top5 0.000 | Epoch: [90][312/553] Time 2.447 Data 0.000 Err 0.1817 top1 5.469 top5 1.562 | Epoch: [90][313/553] Time 2.454 Data 0.001 Err 0.2179 top1 7.031 top5 0.781 | Epoch: [90][314/553] Time 2.439 Data 0.001 Err 0.2634 top1 6.250 top5 3.125 | Epoch: [90][315/553] Time 2.476 Data 0.001 Err 0.2286 top1 7.031 top5 1.562 | Epoch: [90][316/553] Time 2.464 Data 0.001 Err 0.3439 top1 10.156 top5 3.125 | Epoch: [90][317/553] Time 2.474 Data 0.001 Err 0.4129 top1 10.938 top5 4.688 | Epoch: [90][318/553] Time 2.443 Data 0.001 Err 0.3080 top1 7.031 top5 3.125 | Epoch: [90][319/553] Time 2.443 Data 0.001 Err 0.2850 top1 7.812 top5 3.125 | Epoch: [90][320/553] Time 2.451 Data 0.001 Err 0.3575 top1 7.812 top5 3.906 | Epoch: [90][321/553] Time 2.435 Data 0.001 Err 0.1887 top1 5.469 top5 0.000 | Epoch: [90][322/553] Time 2.489 Data 0.001 Err 0.1530 top1 3.125 top5 0.000 | Epoch: [90][323/553] Time 2.451 Data 0.001 Err 0.2779 top1 10.156 top5 2.344 | Epoch: [90][324/553] Time 2.482 Data 0.001 Err 0.2102 top1 6.250 top5 0.000 | Epoch: [90][325/553] Time 2.444 Data 0.001 Err 0.1876 top1 4.688 top5 0.000 | Epoch: [90][326/553] Time 2.459 Data 0.001 Err 0.2466 top1 7.812 top5 2.344 | Epoch: [90][327/553] Time 2.468 Data 0.001 Err 0.2712 top1 7.812 top5 2.344 | Epoch: [90][328/553] Time 2.462 Data 0.000 Err 0.2728 top1 6.250 top5 3.906 | Epoch: [90][329/553] Time 2.451 Data 0.000 Err 0.0995 top1 2.344 top5 0.000 | Epoch: [90][330/553] Time 2.468 Data 0.001 Err 0.1369 top1 3.906 top5 0.000 | Epoch: [90][331/553] Time 2.507 Data 0.001 Err 0.3610 top1 8.594 top5 3.906 | Epoch: [90][332/553] Time 2.467 Data 0.001 Err 0.2396 top1 4.688 top5 2.344 | Epoch: [90][333/553] Time 2.463 Data 0.001 Err 0.2338 top1 6.250 top5 2.344 | Epoch: [90][334/553] Time 2.464 Data 0.001 Err 0.4140 top1 11.719 top5 3.906 | Epoch: [90][335/553] Time 2.480 Data 0.001 Err 0.3301 top1 10.156 top5 2.344 | Epoch: [90][336/553] Time 2.465 Data 0.001 Err 0.2421 top1 5.469 top5 2.344 | Epoch: [90][337/553] Time 2.452 Data 0.001 Err 0.2590 top1 7.812 top5 2.344 | Epoch: [90][338/553] Time 2.508 Data 0.001 Err 0.1346 top1 5.469 top5 0.000 | Epoch: [90][339/553] Time 2.439 Data 0.001 Err 0.2568 top1 7.812 top5 1.562 | Epoch: [90][340/553] Time 2.438 Data 0.001 Err 0.2661 top1 6.250 top5 2.344 | Epoch: [90][341/553] Time 2.491 Data 0.001 Err 0.2754 top1 7.031 top5 0.000 | Epoch: [90][342/553] Time 2.507 Data 0.001 Err 0.2406 top1 5.469 top5 2.344 | Epoch: [90][343/553] Time 2.493 Data 0.001 Err 0.3010 top1 7.031 top5 2.344 | Epoch: [90][344/553] Time 2.471 Data 0.001 Err 0.2115 top1 3.906 top5 2.344 | Epoch: [90][345/553] Time 2.475 Data 0.001 Err 0.1491 top1 3.906 top5 0.781 | Epoch: [90][346/553] Time 2.482 Data 0.001 Err 0.2757 top1 7.812 top5 3.125 | Epoch: [90][347/553] Time 2.471 Data 0.001 Err 0.2112 top1 4.688 top5 1.562 | Epoch: [90][348/553] Time 2.484 Data 0.000 Err 0.2564 top1 7.812 top5 0.781 | Epoch: [90][349/553] Time 2.501 Data 0.001 Err 0.2141 top1 4.688 top5 3.125 | Epoch: [90][350/553] Time 2.492 Data 0.001 Err 0.1562 top1 3.125 top5 0.781 | Epoch: [90][351/553] Time 2.479 Data 0.001 Err 0.1489 top1 3.906 top5 0.781 | Epoch: [90][352/553] Time 2.474 Data 0.001 Err 0.2141 top1 7.031 top5 1.562 | Epoch: [90][353/553] Time 2.450 Data 0.001 Err 0.1446 top1 4.688 top5 0.781 | Epoch: [90][354/553] Time 2.484 Data 0.001 Err 0.2248 top1 6.250 top5 0.781 | Epoch: [90][355/553] Time 2.460 Data 0.001 Err 0.3053 top1 7.031 top5 3.125 | Epoch: [90][356/553] Time 2.475 Data 0.000 Err 0.1715 top1 5.469 top5 0.781 | Epoch: [90][357/553] Time 2.472 Data 0.000 Err 0.1836 top1 4.688 top5 1.562 | Epoch: [90][358/553] Time 2.487 Data 0.001 Err 0.3470 top1 9.375 top5 3.906 | Epoch: [90][359/553] Time 2.432 Data 0.001 Err 0.2247 top1 7.812 top5 1.562 | Epoch: [90][360/553] Time 2.474 Data 0.001 Err 0.1402 top1 2.344 top5 1.562 | Epoch: [90][361/553] Time 2.459 Data 0.002 Err 0.2385 top1 6.250 top5 1.562 | Epoch: [90][362/553] Time 2.444 Data 0.001 Err 0.1525 top1 2.344 top5 0.781 | Epoch: [90][363/553] Time 2.461 Data 0.001 Err 0.1878 top1 4.688 top5 0.781 | Epoch: [90][364/553] Time 2.480 Data 0.001 Err 0.2721 top1 4.688 top5 3.125 | Epoch: [90][365/553] Time 2.469 Data 0.001 Err 0.2217 top1 6.250 top5 0.781 | Epoch: [90][366/553] Time 2.449 Data 0.001 Err 0.2530 top1 6.250 top5 2.344 | Epoch: [90][367/553] Time 2.453 Data 0.001 Err 0.2177 top1 5.469 top5 3.125 | Epoch: [90][368/553] Time 2.479 Data 0.001 Err 0.1572 top1 2.344 top5 0.781 | Epoch: [90][369/553] Time 2.441 Data 0.001 Err 0.2512 top1 8.594 top5 1.562 | Epoch: [90][370/553] Time 2.445 Data 0.002 Err 0.2406 top1 7.812 top5 1.562 | Epoch: [90][371/553] Time 2.488 Data 0.001 Err 0.3029 top1 7.812 top5 3.906 | Epoch: [90][372/553] Time 2.472 Data 0.001 Err 0.3384 top1 8.594 top5 3.125 | Epoch: [90][373/553] Time 2.461 Data 0.001 Err 0.1596 top1 4.688 top5 0.000 | Epoch: [90][374/553] Time 2.489 Data 0.001 Err 0.3753 top1 7.812 top5 5.469 | Epoch: [90][375/553] Time 2.476 Data 0.001 Err 0.4252 top1 10.938 top5 3.125 | Epoch: [90][376/553] Time 2.481 Data 0.000 Err 0.3004 top1 6.250 top5 3.125 | Epoch: [90][377/553] Time 2.479 Data 0.001 Err 0.1848 top1 3.906 top5 2.344 | Epoch: [90][378/553] Time 2.502 Data 0.001 Err 0.2875 top1 6.250 top5 3.125 | Epoch: [90][379/553] Time 2.444 Data 0.001 Err 0.2341 top1 6.250 top5 2.344 | Epoch: [90][380/553] Time 2.451 Data 0.001 Err 0.1922 top1 6.250 top5 0.781 | Epoch: [90][381/553] Time 2.456 Data 0.001 Err 0.1701 top1 5.469 top5 0.781 | Epoch: [90][382/553] Time 2.477 Data 0.000 Err 0.2378 top1 7.031 top5 0.781 | Epoch: [90][383/553] Time 2.436 Data 0.002 Err 0.2094 top1 5.469 top5 1.562 | Epoch: [90][384/553] Time 2.446 Data 0.001 Err 0.1788 top1 5.469 top5 1.562 | Epoch: [90][385/553] Time 2.451 Data 0.000 Err 0.2954 top1 5.469 top5 3.125 | Epoch: [90][386/553] Time 2.470 Data 0.001 Err 0.1922 top1 4.688 top5 1.562 | Epoch: [90][387/553] Time 2.474 Data 0.001 Err 0.3587 top1 9.375 top5 2.344 | Epoch: [90][388/553] Time 2.446 Data 0.001 Err 0.2364 top1 6.250 top5 1.562 | Epoch: [90][389/553] Time 2.456 Data 0.001 Err 0.0979 top1 3.125 top5 0.000 | Epoch: [90][390/553] Time 2.482 Data 0.001 Err 0.1588 top1 2.344 top5 0.781 | Epoch: [90][391/553] Time 2.478 Data 0.001 Err 0.1208 top1 1.562 top5 0.781 | Epoch: [90][392/553] Time 2.519 Data 0.001 Err 0.2679 top1 5.469 top5 1.562 | Epoch: [90][393/553] Time 2.440 Data 0.001 Err 0.2241 top1 7.031 top5 1.562 | Epoch: [90][394/553] Time 2.444 Data 0.001 Err 0.3176 top1 7.031 top5 3.125 | Epoch: [90][395/553] Time 2.455 Data 0.001 Err 0.2240 top1 4.688 top5 0.781 | Epoch: [90][396/553] Time 2.477 Data 0.001 Err 0.1953 top1 3.906 top5 0.781 | Epoch: [90][397/553] Time 2.468 Data 0.001 Err 0.1981 top1 5.469 top5 0.781 | Epoch: [90][398/553] Time 2.461 Data 0.001 Err 0.1600 top1 3.906 top5 2.344 | Epoch: [90][399/553] Time 2.497 Data 0.001 Err 0.1581 top1 3.906 top5 0.000 | Epoch: [90][400/553] Time 2.449 Data 0.001 Err 0.1879 top1 5.469 top5 0.781 | Epoch: [90][401/553] Time 2.440 Data 0.000 Err 0.1622 top1 4.688 top5 0.781 | Epoch: [90][402/553] Time 2.479 Data 0.001 Err 0.2825 top1 8.594 top5 2.344 | Epoch: [90][403/553] Time 2.450 Data 0.001 Err 0.2360 top1 7.812 top5 2.344 | Epoch: [90][404/553] Time 2.434 Data 0.001 Err 0.1481 top1 3.125 top5 0.781 | Epoch: [90][405/553] Time 2.491 Data 0.001 Err 0.2003 top1 4.688 top5 1.562 | Epoch: [90][406/553] Time 2.483 Data 0.001 Err 0.3095 top1 8.594 top5 1.562 | Epoch: [90][407/553] Time 2.510 Data 0.002 Err 0.1220 top1 1.562 top5 0.781 | Epoch: [90][408/553] Time 2.505 Data 0.001 Err 0.1951 top1 5.469 top5 1.562 | Epoch: [90][409/553] Time 2.444 Data 0.001 Err 0.3023 top1 7.031 top5 2.344 | Epoch: [90][410/553] Time 2.445 Data 0.001 Err 0.1245 top1 2.344 top5 0.781 | Epoch: [90][411/553] Time 2.444 Data 0.001 Err 0.2845 top1 9.375 top5 0.781 | Epoch: [90][412/553] Time 2.477 Data 0.001 Err 0.3121 top1 8.594 top5 3.125 | Epoch: [90][413/553] Time 2.463 Data 0.001 Err 0.1883 top1 3.906 top5 1.562 | Epoch: [90][414/553] Time 2.445 Data 0.001 Err 0.1889 top1 6.250 top5 1.562 | Epoch: [90][415/553] Time 2.511 Data 0.001 Err 0.1160 top1 2.344 top5 0.781 | Epoch: [90][416/553] Time 2.448 Data 0.001 Err 0.2343 top1 7.031 top5 3.125 | Epoch: [90][417/553] Time 2.447 Data 0.001 Err 0.2809 top1 7.031 top5 3.906 | Epoch: [90][418/553] Time 2.443 Data 0.001 Err 0.3260 top1 10.938 top5 1.562 | Epoch: [90][419/553] Time 2.481 Data 0.001 Err 0.3209 top1 7.031 top5 3.125 | Epoch: [90][420/553] Time 2.447 Data 0.001 Err 0.2375 top1 5.469 top5 1.562 | Epoch: [90][421/553] Time 2.453 Data 0.001 Err 0.2555 top1 6.250 top5 0.781 | Epoch: [90][422/553] Time 2.451 Data 0.001 Err 0.0964 top1 0.781 top5 0.000 | Epoch: [90][423/553] Time 2.511 Data 0.001 Err 0.0810 top1 2.344 top5 0.000 | Epoch: [90][424/553] Time 2.455 Data 0.001 Err 0.3506 top1 10.156 top5 4.688 | Epoch: [90][425/553] Time 2.444 Data 0.001 Err 0.1935 top1 3.125 top5 1.562 | Epoch: [90][426/553] Time 2.446 Data 0.001 Err 0.2971 top1 6.250 top5 3.906 | Epoch: [90][427/553] Time 2.480 Data 0.001 Err 0.2110 top1 6.250 top5 2.344 | Epoch: [90][428/553] Time 2.448 Data 0.001 Err 0.2519 top1 7.031 top5 0.781 | Epoch: [90][429/553] Time 2.443 Data 0.001 Err 0.2579 top1 7.031 top5 2.344 | Epoch: [90][430/553] Time 2.452 Data 0.001 Err 0.1630 top1 3.906 top5 0.781 | Epoch: [90][431/553] Time 2.480 Data 0.001 Err 0.2091 top1 5.469 top5 0.781 | Epoch: [90][432/553] Time 2.483 Data 0.001 Err 0.1417 top1 4.688 top5 0.781 | Epoch: [90][433/553] Time 2.453 Data 0.001 Err 0.3629 top1 9.375 top5 3.125 | Epoch: [90][434/553] Time 2.438 Data 0.001 Err 0.1638 top1 4.688 top5 0.000 | Epoch: [90][435/553] Time 2.490 Data 0.001 Err 0.2776 top1 8.594 top5 2.344 | Epoch: [90][436/553] Time 2.486 Data 0.001 Err 0.2166 top1 7.812 top5 0.781 | Epoch: [90][437/553] Time 2.448 Data 0.001 Err 0.2324 top1 6.250 top5 1.562 | Epoch: [90][438/553] Time 2.461 Data 0.001 Err 0.3121 top1 8.594 top5 3.906 | Epoch: [90][439/553] Time 2.442 Data 0.001 Err 0.2200 top1 6.250 top5 1.562 | Epoch: [90][440/553] Time 2.472 Data 0.001 Err 0.3025 top1 10.156 top5 1.562 | Epoch: [90][441/553] Time 2.484 Data 0.001 Err 0.2691 top1 8.594 top5 1.562 | Epoch: [90][442/553] Time 2.447 Data 0.001 Err 0.1782 top1 3.906 top5 0.781 | Epoch: [90][443/553] Time 2.446 Data 0.001 Err 0.3318 top1 8.594 top5 3.125 | Epoch: [90][444/553] Time 2.463 Data 0.001 Err 0.2438 top1 7.031 top5 1.562 | Epoch: [90][445/553] Time 2.483 Data 0.001 Err 0.2751 top1 8.594 top5 1.562 | Epoch: [90][446/553] Time 2.447 Data 0.001 Err 0.3446 top1 10.938 top5 1.562 | Epoch: [90][447/553] Time 2.450 Data 0.001 Err 0.2089 top1 4.688 top5 2.344 | Epoch: [90][448/553] Time 2.472 Data 0.001 Err 0.1308 top1 3.125 top5 0.000 | Epoch: [90][449/553] Time 2.437 Data 0.001 Err 0.3734 top1 7.812 top5 3.125 | Epoch: [90][450/553] Time 2.456 Data 0.001 Err 0.2347 top1 4.688 top5 0.781 | Epoch: [90][451/553] Time 2.524 Data 0.001 Err 0.2432 top1 5.469 top5 3.125 | Epoch: [90][452/553] Time 2.515 Data 0.001 Err 0.1821 top1 2.344 top5 0.781 | Epoch: [90][453/553] Time 2.497 Data 0.001 Err 0.2080 top1 3.906 top5 2.344 | Epoch: [90][454/553] Time 2.438 Data 0.001 Err 0.3444 top1 8.594 top5 2.344 | Epoch: [90][455/553] Time 2.484 Data 0.001 Err 0.1973 top1 4.688 top5 1.562 | Epoch: [90][456/553] Time 2.475 Data 0.001 Err 0.3816 top1 10.938 top5 3.906 | Epoch: [90][457/553] Time 2.454 Data 0.001 Err 0.2922 top1 7.812 top5 1.562 | Epoch: [90][458/553] Time 2.447 Data 0.001 Err 0.2097 top1 4.688 top5 1.562 | Epoch: [90][459/553] Time 2.476 Data 0.001 Err 0.2395 top1 4.688 top5 3.125 | Epoch: [90][460/553] Time 2.468 Data 0.001 Err 0.3823 top1 9.375 top5 3.125 | Epoch: [90][461/553] Time 2.439 Data 0.001 Err 0.4349 top1 7.031 top5 6.250 | Epoch: [90][462/553] Time 2.448 Data 0.003 Err 0.2093 top1 7.031 top5 0.781 | Epoch: [90][463/553] Time 2.462 Data 0.001 Err 0.1445 top1 3.125 top5 0.781 | Epoch: [90][464/553] Time 2.448 Data 0.001 Err 0.1852 top1 5.469 top5 1.562 | Epoch: [90][465/553] Time 2.435 Data 0.001 Err 0.3158 top1 9.375 top5 1.562 | Epoch: [90][466/553] Time 2.435 Data 0.001 Err 0.1744 top1 3.906 top5 1.562 | Epoch: [90][467/553] Time 2.473 Data 0.001 Err 0.2242 top1 3.125 top5 2.344 | Epoch: [90][468/553] Time 2.484 Data 0.000 Err 0.2329 top1 7.031 top5 2.344 | Epoch: [90][469/553] Time 2.470 Data 0.001 Err 0.2459 top1 7.812 top5 1.562 | Epoch: [90][470/553] Time 2.449 Data 0.001 Err 0.1534 top1 5.469 top5 0.000 | Epoch: [90][471/553] Time 2.443 Data 0.001 Err 0.2268 top1 5.469 top5 2.344 | Epoch: [90][472/553] Time 2.454 Data 0.001 Err 0.2067 top1 3.906 top5 1.562 | Epoch: [90][473/553] Time 2.441 Data 0.001 Err 0.1658 top1 3.906 top5 1.562 | Epoch: [90][474/553] Time 2.455 Data 0.001 Err 0.2902 top1 9.375 top5 3.125 | Epoch: [90][475/553] Time 2.476 Data 0.001 Err 0.1551 top1 3.906 top5 0.781 | Epoch: [90][476/553] Time 2.441 Data 0.001 Err 0.1705 top1 5.469 top5 0.781 | Epoch: [90][477/553] Time 2.445 Data 0.000 Err 0.3139 top1 10.938 top5 2.344 | Epoch: [90][478/553] Time 2.499 Data 0.001 Err 0.1559 top1 3.125 top5 0.781 | Epoch: [90][479/553] Time 2.486 Data 0.001 Err 0.3957 top1 9.375 top5 3.125 | Epoch: [90][480/553] Time 2.437 Data 0.001 Err 0.2202 top1 7.031 top5 0.781 | Epoch: [90][481/553] Time 2.455 Data 0.001 Err 0.1562 top1 3.125 top5 0.781 | Epoch: [90][482/553] Time 2.439 Data 0.001 Err 0.2029 top1 4.688 top5 1.562 | Epoch: [90][483/553] Time 2.502 Data 0.001 Err 0.3367 top1 7.812 top5 3.125 | Epoch: [90][484/553] Time 2.442 Data 0.001 Err 0.3374 top1 8.594 top5 3.125 | Epoch: [90][485/553] Time 2.449 Data 0.001 Err 0.4213 top1 9.375 top5 3.906 | Epoch: [90][486/553] Time 2.434 Data 0.001 Err 0.2084 top1 5.469 top5 2.344 | Epoch: [90][487/553] Time 2.473 Data 0.001 Err 0.2872 top1 6.250 top5 2.344 | Epoch: [90][488/553] Time 2.439 Data 0.001 Err 0.3412 top1 9.375 top5 3.125 | Epoch: [90][489/553] Time 2.438 Data 0.001 Err 0.1310 top1 5.469 top5 0.000 | Epoch: [90][490/553] Time 2.449 Data 0.001 Err 0.1673 top1 4.688 top5 0.781 | Epoch: [90][491/553] Time 2.468 Data 0.001 Err 0.2125 top1 3.906 top5 2.344 | Epoch: [90][492/553] Time 2.466 Data 0.001 Err 0.2952 top1 7.031 top5 2.344 | Epoch: [90][493/553] Time 2.460 Data 0.001 Err 0.2635 top1 6.250 top5 2.344 | Epoch: [90][494/553] Time 2.531 Data 0.001 Err 0.3252 top1 8.594 top5 3.906 | Epoch: [90][495/553] Time 2.486 Data 0.001 Err 0.3612 top1 9.375 top5 3.125 | Epoch: [90][496/553] Time 2.449 Data 0.001 Err 0.3139 top1 7.812 top5 2.344 | Epoch: [90][497/553] Time 2.451 Data 0.001 Err 0.1163 top1 3.906 top5 0.000 | Epoch: [90][498/553] Time 2.440 Data 0.001 Err 0.1143 top1 1.562 top5 0.000 | Epoch: [90][499/553] Time 2.490 Data 0.001 Err 0.2085 top1 5.469 top5 0.000 | Epoch: [90][500/553] Time 2.450 Data 0.001 Err 0.2039 top1 6.250 top5 0.781 | Epoch: [90][501/553] Time 2.439 Data 0.001 Err 0.1817 top1 3.906 top5 0.781 | Epoch: [90][502/553] Time 2.483 Data 0.001 Err 0.1360 top1 4.688 top5 0.000 | Epoch: [90][503/553] Time 2.442 Data 0.001 Err 0.2711 top1 8.594 top5 0.781 | Epoch: [90][504/553] Time 2.448 Data 0.000 Err 0.1796 top1 4.688 top5 0.781 | Epoch: [90][505/553] Time 2.454 Data 0.001 Err 0.1479 top1 4.688 top5 0.000 | Epoch: [90][506/553] Time 2.448 Data 0.001 Err 0.1770 top1 6.250 top5 0.000 | Epoch: [90][507/553] Time 2.469 Data 0.001 Err 0.2616 top1 10.156 top5 3.125 | Epoch: [90][508/553] Time 2.481 Data 0.001 Err 0.2233 top1 6.250 top5 0.781 | Epoch: [90][509/553] Time 2.450 Data 0.001 Err 0.2353 top1 7.031 top5 1.562 | Epoch: [90][510/553] Time 2.487 Data 0.001 Err 0.3459 top1 7.812 top5 2.344 | Epoch: [90][511/553] Time 2.438 Data 0.001 Err 0.1636 top1 4.688 top5 0.000 | Epoch: [90][512/553] Time 2.473 Data 0.001 Err 0.2420 top1 5.469 top5 2.344 | Epoch: [90][513/553] Time 2.465 Data 0.001 Err 0.2346 top1 6.250 top5 2.344 | Epoch: [90][514/553] Time 2.443 Data 0.001 Err 0.1951 top1 4.688 top5 0.781 | Epoch: [90][515/553] Time 2.492 Data 0.001 Err 0.1416 top1 4.688 top5 1.562 | Epoch: [90][516/553] Time 2.474 Data 0.001 Err 0.2071 top1 6.250 top5 0.781 | Epoch: [90][517/553] Time 2.448 Data 0.001 Err 0.2719 top1 6.250 top5 2.344 | Epoch: [90][518/553] Time 2.444 Data 0.001 Err 0.2528 top1 5.469 top5 3.125 | Epoch: [90][519/553] Time 2.444 Data 0.001 Err 0.2192 top1 4.688 top5 3.125 | Epoch: [90][520/553] Time 2.454 Data 0.001 Err 0.3224 top1 10.156 top5 1.562 | Epoch: [90][521/553] Time 2.489 Data 0.001 Err 0.2433 top1 5.469 top5 2.344 | Epoch: [90][522/553] Time 2.534 Data 0.001 Err 0.3169 top1 10.938 top5 3.125 | Epoch: [90][523/553] Time 2.454 Data 0.001 Err 0.2013 top1 5.469 top5 1.562 | Epoch: [90][524/553] Time 2.498 Data 0.001 Err 0.1967 top1 5.469 top5 0.781 | Epoch: [90][525/553] Time 2.473 Data 0.001 Err 0.1718 top1 7.031 top5 0.781 | Epoch: [90][526/553] Time 2.435 Data 0.001 Err 0.1501 top1 4.688 top5 0.781 | Epoch: [90][527/553] Time 2.451 Data 0.001 Err 0.2705 top1 8.594 top5 2.344 | Epoch: [90][528/553] Time 2.464 Data 0.001 Err 0.1768 top1 3.906 top5 0.781 | Epoch: [90][529/553] Time 2.459 Data 0.001 Err 0.2185 top1 5.469 top5 2.344 | Epoch: [90][530/553] Time 2.442 Data 0.003 Err 0.1032 top1 2.344 top5 0.000 | Epoch: [90][531/553] Time 2.506 Data 0.001 Err 0.1869 top1 5.469 top5 0.781 | Epoch: [90][532/553] Time 2.448 Data 0.000 Err 0.1089 top1 3.125 top5 0.000 | Epoch: [90][533/553] Time 2.445 Data 0.001 Err 0.2226 top1 6.250 top5 2.344 | Epoch: [90][534/553] Time 2.441 Data 0.001 Err 0.2068 top1 3.906 top5 1.562 | Epoch: [90][535/553] Time 2.451 Data 0.000 Err 0.4394 top1 10.938 top5 5.469 | Epoch: [90][536/553] Time 2.454 Data 0.001 Err 0.2647 top1 7.812 top5 2.344 | Epoch: [90][537/553] Time 2.450 Data 0.001 Err 0.1691 top1 3.906 top5 0.781 | Epoch: [90][538/553] Time 2.447 Data 0.001 Err 0.1095 top1 3.125 top5 0.000 | Epoch: [90][539/553] Time 2.436 Data 0.001 Err 0.3100 top1 7.031 top5 3.906 | Epoch: [90][540/553] Time 2.462 Data 0.000 Err 0.2578 top1 6.250 top5 2.344 | Epoch: [90][541/553] Time 2.444 Data 0.001 Err 0.2525 top1 6.250 top5 1.562 | Epoch: [90][542/553] Time 2.483 Data 0.000 Err 0.3103 top1 7.812 top5 3.125 | Epoch: [90][543/553] Time 2.436 Data 0.000 Err 0.2330 top1 6.250 top5 1.562 | Epoch: [90][544/553] Time 2.467 Data 0.000 Err 0.2776 top1 6.250 top5 3.125 | Epoch: [90][545/553] Time 2.440 Data 0.000 Err 0.3254 top1 7.031 top5 4.688 | Epoch: [90][546/553] Time 2.481 Data 0.000 Err 0.3136 top1 7.812 top5 1.562 | Epoch: [90][547/553] Time 2.482 Data 0.000 Err 0.1575 top1 3.906 top5 2.344 | Epoch: [90][548/553] Time 2.432 Data 0.000 Err 0.3313 top1 9.375 top5 2.344 | Epoch: [90][549/553] Time 2.454 Data 0.000 Err 0.0874 top1 2.344 top5 0.000 | Epoch: [90][550/553] Time 2.450 Data 0.000 Err 0.3953 top1 8.594 top5 3.906 | Epoch: [90][551/553] Time 2.440 Data 0.001 Err 0.1691 top1 3.125 top5 0.781 | Epoch: [90][552/553] Time 2.445 Data 0.000 Err 0.3251 top1 10.156 top5 3.906 | Epoch: [90][553/553] Time 1.027 Data 0.000 Err 0.2432 top1 9.091 top5 0.000 | Test: [90][1/198] Time 2.466 Data 1.710 top1 11.719 ( 11.719) top5 0.000 ( 0.000) | Test: [90][2/198] Time 0.737 Data 0.001 top1 16.406 ( 14.062) top5 2.344 ( 1.172) | Test: [90][3/198] Time 0.715 Data 0.000 top1 8.594 ( 12.240) top5 2.344 ( 1.562) | Test: [90][4/198] Time 0.725 Data 0.001 top1 10.156 ( 11.719) top5 2.344 ( 1.758) | Test: [90][5/198] Time 0.719 Data 0.001 top1 17.188 ( 12.812) top5 5.469 ( 2.500) | Test: [90][6/198] Time 0.714 Data 0.001 top1 12.500 ( 12.760) top5 1.562 ( 2.344) | Test: [90][7/198] Time 0.720 Data 0.001 top1 13.281 ( 12.835) top5 2.344 ( 2.344) | Test: [90][8/198] Time 0.717 Data 0.001 top1 18.750 ( 13.574) top5 3.906 ( 2.539) | Test: [90][9/198] Time 0.718 Data 0.001 top1 14.844 ( 13.715) top5 2.344 ( 2.517) | Test: [90][10/198] Time 0.724 Data 0.001 top1 16.406 ( 13.984) top5 2.344 ( 2.500) | Test: [90][11/198] Time 0.723 Data 0.001 top1 14.844 ( 14.062) top5 2.344 ( 2.486) | Test: [90][12/198] Time 0.724 Data 0.001 top1 12.500 ( 13.932) top5 3.125 ( 2.539) | Test: [90][13/198] Time 0.717 Data 0.001 top1 12.500 ( 13.822) top5 3.125 ( 2.584) | Test: [90][14/198] Time 0.721 Data 0.001 top1 7.812 ( 13.393) top5 2.344 ( 2.567) | Test: [90][15/198] Time 0.714 Data 0.001 top1 10.156 ( 13.177) top5 4.688 ( 2.708) | Test: [90][16/198] Time 0.721 Data 0.001 top1 7.812 ( 12.842) top5 1.562 ( 2.637) | Test: [90][17/198] Time 0.720 Data 0.001 top1 17.188 ( 13.097) top5 0.781 ( 2.528) | Test: [90][18/198] Time 0.715 Data 0.001 top1 12.500 ( 13.064) top5 2.344 ( 2.517) | Test: [90][19/198] Time 0.718 Data 0.001 top1 12.500 ( 13.035) top5 2.344 ( 2.508) | Test: [90][20/198] Time 0.780 Data 0.001 top1 10.156 ( 12.891) top5 0.781 ( 2.422) | Test: [90][21/198] Time 0.780 Data 0.001 top1 15.625 ( 13.021) top5 3.906 ( 2.493) | Test: [90][22/198] Time 0.742 Data 0.001 top1 10.938 ( 12.926) top5 3.906 ( 2.557) | Test: [90][23/198] Time 0.721 Data 0.001 top1 12.500 ( 12.908) top5 0.781 ( 2.480) | Test: [90][24/198] Time 0.717 Data 0.001 top1 7.031 ( 12.663) top5 3.125 ( 2.507) | Test: [90][25/198] Time 0.737 Data 0.001 top1 12.500 ( 12.656) top5 3.906 ( 2.562) | Test: [90][26/198] Time 0.776 Data 0.001 top1 13.281 ( 12.680) top5 4.688 ( 2.644) | Test: [90][27/198] Time 0.742 Data 0.001 top1 12.500 ( 12.674) top5 3.125 ( 2.662) | Test: [90][28/198] Time 0.730 Data 0.002 top1 13.281 ( 12.695) top5 3.125 ( 2.679) | Test: [90][29/198] Time 0.719 Data 0.001 top1 10.156 ( 12.608) top5 4.688 ( 2.748) | Test: [90][30/198] Time 0.784 Data 0.001 top1 12.500 ( 12.604) top5 0.000 ( 2.656) | Test: [90][31/198] Time 0.755 Data 0.001 top1 9.375 ( 12.500) top5 0.000 ( 2.571) | Test: [90][32/198] Time 0.762 Data 0.002 top1 10.156 ( 12.427) top5 1.562 ( 2.539) | Test: [90][33/198] Time 0.802 Data 0.001 top1 12.500 ( 12.429) top5 1.562 ( 2.509) | Test: [90][34/198] Time 0.777 Data 0.001 top1 13.281 ( 12.454) top5 0.781 ( 2.459) | Test: [90][35/198] Time 0.739 Data 0.000 top1 8.594 ( 12.344) top5 3.125 ( 2.478) | Test: [90][36/198] Time 0.723 Data 0.001 top1 13.281 ( 12.370) top5 5.469 ( 2.561) | Test: [90][37/198] Time 0.746 Data 0.001 top1 10.938 ( 12.331) top5 2.344 ( 2.555) | Test: [90][38/198] Time 0.762 Data 0.001 top1 14.844 ( 12.397) top5 1.562 ( 2.529) | Test: [90][39/198] Time 0.766 Data 0.004 top1 14.062 ( 12.440) top5 4.688 ( 2.584) | Test: [90][40/198] Time 0.735 Data 0.002 top1 7.812 ( 12.324) top5 2.344 ( 2.578) | Test: [90][41/198] Time 0.725 Data 0.001 top1 13.281 ( 12.348) top5 2.344 ( 2.572) | Test: [90][42/198] Time 0.760 Data 0.001 top1 11.719 ( 12.333) top5 2.344 ( 2.567) | Test: [90][43/198] Time 0.762 Data 0.002 top1 13.281 ( 12.355) top5 2.344 ( 2.562) | Test: [90][44/198] Time 0.738 Data 0.001 top1 14.844 ( 12.411) top5 3.906 ( 2.592) | Test: [90][45/198] Time 0.716 Data 0.001 top1 16.406 ( 12.500) top5 3.125 ( 2.604) | Test: [90][46/198] Time 0.716 Data 0.001 top1 8.594 ( 12.415) top5 1.562 ( 2.582) | Test: [90][47/198] Time 0.716 Data 0.001 top1 7.812 ( 12.317) top5 3.125 ( 2.593) | Test: [90][48/198] Time 0.720 Data 0.001 top1 14.062 ( 12.354) top5 3.125 ( 2.604) | Test: [90][49/198] Time 0.715 Data 0.001 top1 10.156 ( 12.309) top5 2.344 ( 2.599) | Test: [90][50/198] Time 0.715 Data 0.001 top1 12.500 ( 12.312) top5 4.688 ( 2.641) | Test: [90][51/198] Time 0.723 Data 0.001 top1 12.500 ( 12.316) top5 2.344 ( 2.635) | Test: [90][52/198] Time 0.725 Data 0.001 top1 12.500 ( 12.320) top5 1.562 ( 2.614) | Test: [90][53/198] Time 0.759 Data 0.001 top1 9.375 ( 12.264) top5 1.562 ( 2.594) | Test: [90][54/198] Time 0.752 Data 0.001 top1 10.938 ( 12.240) top5 0.000 ( 2.546) | Test: [90][55/198] Time 0.796 Data 0.001 top1 15.625 ( 12.301) top5 2.344 ( 2.543) | Test: [90][56/198] Time 0.722 Data 0.000 top1 13.281 ( 12.319) top5 0.000 ( 2.497) | Test: [90][57/198] Time 0.716 Data 0.001 top1 14.062 ( 12.349) top5 3.906 ( 2.522) | Test: [90][58/198] Time 0.717 Data 0.001 top1 11.719 ( 12.338) top5 2.344 ( 2.519) | Test: [90][59/198] Time 0.725 Data 0.001 top1 9.375 ( 12.288) top5 1.562 ( 2.503) | Test: [90][60/198] Time 0.729 Data 0.001 top1 14.844 ( 12.331) top5 3.906 ( 2.526) | Test: [90][61/198] Time 0.723 Data 0.002 top1 14.844 ( 12.372) top5 3.125 ( 2.536) | Test: [90][62/198] Time 0.725 Data 0.001 top1 8.594 ( 12.311) top5 1.562 ( 2.520) | Test: [90][63/198] Time 0.722 Data 0.001 top1 10.156 ( 12.277) top5 3.125 ( 2.530) | Test: [90][64/198] Time 0.763 Data 0.001 top1 11.719 ( 12.268) top5 1.562 ( 2.515) | Test: [90][65/198] Time 0.717 Data 0.001 top1 11.719 ( 12.260) top5 1.562 ( 2.500) | Test: [90][66/198] Time 0.720 Data 0.001 top1 9.375 ( 12.216) top5 0.781 ( 2.474) | Test: [90][67/198] Time 0.720 Data 0.001 top1 14.062 ( 12.243) top5 3.125 ( 2.484) | Test: [90][68/198] Time 0.712 Data 0.001 top1 12.500 ( 12.247) top5 2.344 ( 2.482) | Test: [90][69/198] Time 0.720 Data 0.001 top1 7.812 ( 12.183) top5 0.781 ( 2.457) | Test: [90][70/198] Time 0.739 Data 0.000 top1 14.844 ( 12.221) top5 3.125 ( 2.467) | Test: [90][71/198] Time 0.719 Data 0.001 top1 10.938 ( 12.203) top5 0.781 ( 2.443) | Test: [90][72/198] Time 0.724 Data 0.001 top1 15.625 ( 12.250) top5 3.125 ( 2.452) | Test: [90][73/198] Time 0.733 Data 0.000 top1 19.531 ( 12.350) top5 5.469 ( 2.494) | Test: [90][74/198] Time 0.719 Data 0.000 top1 7.812 ( 12.289) top5 0.781 ( 2.470) | Test: [90][75/198] Time 0.725 Data 0.001 top1 17.969 ( 12.365) top5 2.344 ( 2.469) | Test: [90][76/198] Time 0.741 Data 0.000 top1 8.594 ( 12.315) top5 2.344 ( 2.467) | Test: [90][77/198] Time 0.739 Data 0.000 top1 12.500 ( 12.317) top5 1.562 ( 2.455) | Test: [90][78/198] Time 0.719 Data 0.001 top1 11.719 ( 12.310) top5 3.906 ( 2.474) | Test: [90][79/198] Time 0.729 Data 0.001 top1 11.719 ( 12.302) top5 1.562 ( 2.462) | Test: [90][80/198] Time 0.766 Data 0.001 top1 13.281 ( 12.314) top5 5.469 ( 2.500) | Test: [90][81/198] Time 0.726 Data 0.001 top1 10.156 ( 12.288) top5 0.781 ( 2.479) | Test: [90][82/198] Time 0.751 Data 0.001 top1 15.625 ( 12.329) top5 1.562 ( 2.468) | Test: [90][83/198] Time 0.746 Data 0.001 top1 7.812 ( 12.274) top5 3.125 ( 2.476) | Test: [90][84/198] Time 0.757 Data 0.001 top1 11.719 ( 12.267) top5 3.125 ( 2.483) | Test: [90][85/198] Time 0.740 Data 0.001 top1 15.625 ( 12.307) top5 2.344 ( 2.482) | Test: [90][86/198] Time 0.718 Data 0.001 top1 6.250 ( 12.237) top5 2.344 ( 2.480) | Test: [90][87/198] Time 0.722 Data 0.001 top1 13.281 ( 12.249) top5 3.125 ( 2.487) | Test: [90][88/198] Time 0.743 Data 0.001 top1 10.938 ( 12.234) top5 3.906 ( 2.504) | Test: [90][89/198] Time 0.730 Data 0.001 top1 9.375 ( 12.202) top5 2.344 ( 2.502) | Test: [90][90/198] Time 0.729 Data 0.001 top1 14.062 ( 12.222) top5 2.344 ( 2.500) | Test: [90][91/198] Time 0.727 Data 0.001 top1 6.250 ( 12.157) top5 1.562 ( 2.490) | Test: [90][92/198] Time 0.731 Data 0.001 top1 13.281 ( 12.169) top5 2.344 ( 2.488) | Test: [90][93/198] Time 0.721 Data 0.001 top1 10.938 ( 12.156) top5 1.562 ( 2.478) | Test: [90][94/198] Time 0.722 Data 0.001 top1 10.938 ( 12.143) top5 2.344 ( 2.477) | Test: [90][95/198] Time 0.731 Data 0.003 top1 9.375 ( 12.113) top5 0.781 ( 2.459) | Test: [90][96/198] Time 0.732 Data 0.001 top1 7.031 ( 12.061) top5 0.781 ( 2.441) | Test: [90][97/198] Time 0.718 Data 0.001 top1 12.500 ( 12.065) top5 4.688 ( 2.465) | Test: [90][98/198] Time 0.723 Data 0.001 top1 10.938 ( 12.054) top5 3.906 ( 2.479) | Test: [90][99/198] Time 0.723 Data 0.001 top1 11.719 ( 12.050) top5 0.781 ( 2.462) | Test: [90][100/198] Time 0.738 Data 0.003 top1 9.375 ( 12.023) top5 1.562 ( 2.453) | Test: [90][101/198] Time 0.764 Data 0.001 top1 12.500 ( 12.028) top5 2.344 ( 2.452) | Test: [90][102/198] Time 0.750 Data 0.000 top1 14.844 ( 12.056) top5 3.906 ( 2.466) | Test: [90][103/198] Time 0.738 Data 0.001 top1 10.156 ( 12.037) top5 3.125 ( 2.473) | Test: [90][104/198] Time 0.722 Data 0.001 top1 15.625 ( 12.072) top5 2.344 ( 2.471) | Test: [90][105/198] Time 0.716 Data 0.001 top1 11.719 ( 12.068) top5 0.781 ( 2.455) | Test: [90][106/198] Time 0.716 Data 0.001 top1 8.594 ( 12.036) top5 1.562 ( 2.447) | Test: [90][107/198] Time 0.727 Data 0.001 top1 14.062 ( 12.055) top5 2.344 ( 2.446) | Test: [90][108/198] Time 0.729 Data 0.001 top1 13.281 ( 12.066) top5 1.562 ( 2.438) | Test: [90][109/198] Time 0.725 Data 0.001 top1 14.062 ( 12.084) top5 4.688 ( 2.458) | Test: [90][110/198] Time 0.733 Data 0.001 top1 10.938 ( 12.074) top5 0.781 ( 2.443) | Test: [90][111/198] Time 0.779 Data 0.001 top1 14.062 ( 12.092) top5 3.125 ( 2.449) | Test: [90][112/198] Time 0.725 Data 0.000 top1 8.594 ( 12.061) top5 2.344 ( 2.448) | Test: [90][113/198] Time 0.766 Data 0.001 top1 9.375 ( 12.037) top5 0.781 ( 2.434) | Test: [90][114/198] Time 0.756 Data 0.001 top1 15.625 ( 12.068) top5 6.250 ( 2.467) | Test: [90][115/198] Time 0.717 Data 0.001 top1 14.062 ( 12.086) top5 3.906 ( 2.480) | Test: [90][116/198] Time 0.723 Data 0.001 top1 13.281 ( 12.096) top5 1.562 ( 2.472) | Test: [90][117/198] Time 0.749 Data 0.001 top1 10.156 ( 12.079) top5 3.906 ( 2.484) | Test: [90][118/198] Time 0.722 Data 0.002 top1 13.281 ( 12.090) top5 1.562 ( 2.476) | Test: [90][119/198] Time 0.761 Data 0.001 top1 12.500 ( 12.093) top5 2.344 ( 2.475) | Test: [90][120/198] Time 0.780 Data 0.004 top1 18.750 ( 12.148) top5 5.469 ( 2.500) | Test: [90][121/198] Time 0.756 Data 0.000 top1 17.969 ( 12.197) top5 1.562 ( 2.492) | Test: [90][122/198] Time 0.744 Data 0.000 top1 16.406 ( 12.231) top5 3.125 ( 2.497) | Test: [90][123/198] Time 0.739 Data 0.000 top1 9.375 ( 12.208) top5 3.125 ( 2.503) | Test: [90][124/198] Time 0.734 Data 0.000 top1 17.188 ( 12.248) top5 3.906 ( 2.514) | Test: [90][125/198] Time 0.722 Data 0.001 top1 8.594 ( 12.219) top5 0.781 ( 2.500) | Test: [90][126/198] Time 0.720 Data 0.001 top1 16.406 ( 12.252) top5 1.562 ( 2.493) | Test: [90][127/198] Time 0.722 Data 0.001 top1 11.719 ( 12.248) top5 1.562 ( 2.485) | Test: [90][128/198] Time 0.735 Data 0.001 top1 14.844 ( 12.268) top5 2.344 ( 2.484) | Test: [90][129/198] Time 0.732 Data 0.001 top1 10.156 ( 12.252) top5 1.562 ( 2.477) | Test: [90][130/198] Time 0.759 Data 0.001 top1 11.719 ( 12.248) top5 0.781 ( 2.464) | Test: [90][131/198] Time 0.717 Data 0.001 top1 13.281 ( 12.255) top5 3.125 ( 2.469) | Test: [90][132/198] Time 0.721 Data 0.001 top1 7.812 ( 12.222) top5 0.781 ( 2.456) | Test: [90][133/198] Time 0.719 Data 0.001 top1 10.156 ( 12.206) top5 1.562 ( 2.449) | Test: [90][134/198] Time 0.727 Data 0.001 top1 17.969 ( 12.249) top5 3.125 ( 2.455) | Test: [90][135/198] Time 0.723 Data 0.001 top1 17.969 ( 12.292) top5 4.688 ( 2.471) | Test: [90][136/198] Time 0.762 Data 0.001 top1 10.938 ( 12.282) top5 5.469 ( 2.493) | Test: [90][137/198] Time 0.772 Data 0.001 top1 13.281 ( 12.289) top5 6.250 ( 2.521) | Test: [90][138/198] Time 0.770 Data 0.000 top1 14.062 ( 12.302) top5 2.344 ( 2.519) | Test: [90][139/198] Time 0.780 Data 0.001 top1 12.500 ( 12.303) top5 4.688 ( 2.535) | Test: [90][140/198] Time 0.775 Data 0.001 top1 12.500 ( 12.305) top5 3.906 ( 2.545) | Test: [90][141/198] Time 0.766 Data 0.001 top1 15.625 ( 12.328) top5 3.125 ( 2.549) | Test: [90][142/198] Time 0.743 Data 0.001 top1 14.844 ( 12.346) top5 4.688 ( 2.564) | Test: [90][143/198] Time 0.718 Data 0.002 top1 8.594 ( 12.320) top5 2.344 ( 2.562) | Test: [90][144/198] Time 0.725 Data 0.001 top1 19.531 ( 12.370) top5 7.031 ( 2.593) | Test: [90][145/198] Time 0.728 Data 0.001 top1 13.281 ( 12.376) top5 2.344 ( 2.592) | Test: [90][146/198] Time 0.780 Data 0.001 top1 14.844 ( 12.393) top5 1.562 ( 2.585) | Test: [90][147/198] Time 0.778 Data 0.001 top1 14.062 ( 12.404) top5 2.344 ( 2.583) | Test: [90][148/198] Time 0.770 Data 0.025 top1 12.500 ( 12.405) top5 2.344 ( 2.581) | Test: [90][149/198] Time 0.762 Data 0.002 top1 14.062 ( 12.416) top5 3.125 ( 2.585) | Test: [90][150/198] Time 0.722 Data 0.001 top1 12.500 ( 12.417) top5 0.781 ( 2.573) | Test: [90][151/198] Time 0.724 Data 0.001 top1 9.375 ( 12.397) top5 0.781 ( 2.561) | Test: [90][152/198] Time 0.725 Data 0.001 top1 11.719 ( 12.392) top5 1.562 ( 2.554) | Test: [90][153/198] Time 0.746 Data 0.000 top1 13.281 ( 12.398) top5 1.562 ( 2.548) | Test: [90][154/198] Time 0.724 Data 0.001 top1 9.375 ( 12.378) top5 2.344 ( 2.547) | Test: [90][155/198] Time 0.720 Data 0.002 top1 13.281 ( 12.384) top5 3.906 ( 2.555) | Test: [90][156/198] Time 0.734 Data 0.001 top1 14.062 ( 12.395) top5 1.562 ( 2.549) | Test: [90][157/198] Time 0.740 Data 0.001 top1 15.625 ( 12.415) top5 3.906 ( 2.558) | Test: [90][158/198] Time 0.731 Data 0.001 top1 9.375 ( 12.396) top5 1.562 ( 2.551) | Test: [90][159/198] Time 0.718 Data 0.001 top1 13.281 ( 12.402) top5 2.344 ( 2.550) | Test: [90][160/198] Time 0.717 Data 0.001 top1 14.844 ( 12.417) top5 3.125 ( 2.554) | Test: [90][161/198] Time 0.721 Data 0.001 top1 10.156 ( 12.403) top5 1.562 ( 2.548) | Test: [90][162/198] Time 0.726 Data 0.001 top1 11.719 ( 12.399) top5 2.344 ( 2.546) | Test: [90][163/198] Time 0.718 Data 0.001 top1 10.156 ( 12.385) top5 1.562 ( 2.540) | Test: [90][164/198] Time 0.721 Data 0.001 top1 17.969 ( 12.419) top5 3.125 ( 2.544) | Test: [90][165/198] Time 0.725 Data 0.001 top1 13.281 ( 12.424) top5 0.781 ( 2.533) | Test: [90][166/198] Time 0.717 Data 0.001 top1 14.062 ( 12.434) top5 0.781 ( 2.523) | Test: [90][167/198] Time 0.803 Data 0.001 top1 14.844 ( 12.449) top5 3.125 ( 2.526) | Test: [90][168/198] Time 0.725 Data 0.001 top1 14.062 ( 12.458) top5 3.906 ( 2.534) | Test: [90][169/198] Time 0.802 Data 0.002 top1 13.281 ( 12.463) top5 1.562 ( 2.529) | Test: [90][170/198] Time 0.816 Data 0.001 top1 10.938 ( 12.454) top5 3.125 ( 2.532) | Test: [90][171/198] Time 0.812 Data 0.000 top1 17.188 ( 12.482) top5 3.906 ( 2.540) | Test: [90][172/198] Time 0.774 Data 0.001 top1 13.281 ( 12.486) top5 3.125 ( 2.544) | Test: [90][173/198] Time 0.753 Data 0.000 top1 7.812 ( 12.459) top5 2.344 ( 2.542) | Test: [90][174/198] Time 0.760 Data 0.005 top1 19.531 ( 12.500) top5 3.125 ( 2.546) | Test: [90][175/198] Time 0.731 Data 0.001 top1 10.938 ( 12.491) top5 1.562 ( 2.540) | Test: [90][176/198] Time 0.737 Data 0.001 top1 7.812 ( 12.464) top5 1.562 ( 2.535) | Test: [90][177/198] Time 0.734 Data 0.000 top1 7.812 ( 12.438) top5 2.344 ( 2.534) | Test: [90][178/198] Time 0.749 Data 0.001 top1 10.938 ( 12.430) top5 0.781 ( 2.524) | Test: [90][179/198] Time 0.765 Data 0.001 top1 13.281 ( 12.435) top5 4.688 ( 2.536) | Test: [90][180/198] Time 0.739 Data 0.001 top1 12.500 ( 12.435) top5 0.781 ( 2.526) | Test: [90][181/198] Time 0.732 Data 0.000 top1 15.625 ( 12.453) top5 1.562 ( 2.521) | Test: [90][182/198] Time 0.718 Data 0.001 top1 17.969 ( 12.483) top5 2.344 ( 2.520) | Test: [90][183/198] Time 0.721 Data 0.001 top1 9.375 ( 12.466) top5 1.562 ( 2.515) | Test: [90][184/198] Time 0.715 Data 0.001 top1 7.812 ( 12.441) top5 2.344 ( 2.514) | Test: [90][185/198] Time 0.714 Data 0.001 top1 7.812 ( 12.416) top5 2.344 ( 2.513) | Test: [90][186/198] Time 0.717 Data 0.001 top1 12.500 ( 12.416) top5 2.344 ( 2.512) | Test: [90][187/198] Time 0.719 Data 0.001 top1 13.281 ( 12.421) top5 1.562 ( 2.507) | Test: [90][188/198] Time 0.726 Data 0.000 top1 10.156 ( 12.409) top5 2.344 ( 2.506) | Test: [90][189/198] Time 0.720 Data 0.000 top1 9.375 ( 12.393) top5 0.000 ( 2.493) | Test: [90][190/198] Time 0.725 Data 0.000 top1 12.500 ( 12.393) top5 0.781 ( 2.484) | Test: [90][191/198] Time 0.721 Data 0.000 top1 10.938 ( 12.385) top5 1.562 ( 2.479) | Test: [90][192/198] Time 0.721 Data 0.000 top1 11.719 ( 12.382) top5 3.906 ( 2.486) | Test: [90][193/198] Time 0.728 Data 0.000 top1 14.062 ( 12.391) top5 5.469 ( 2.502) | Test: [90][194/198] Time 0.721 Data 0.001 top1 12.500 ( 12.391) top5 2.344 ( 2.501) | Test: [90][195/198] Time 0.729 Data 0.000 top1 14.062 ( 12.400) top5 3.906 ( 2.508) | Test: [90][196/198] Time 0.741 Data 0.000 top1 13.281 ( 12.404) top5 2.344 ( 2.507) | Test: [90][197/198] Time 0.259 Data 0.000 top1 14.706 ( 12.416) top5 2.941 ( 2.509) | Test: [90][198/198] Time 0.721 Data 0.000 top1 13.281 ( 12.420) top5 1.562 ( 2.505) * Finished epoch # 90 top1: 12.420 top5: 2.505 * Finished top1: 12.192 top5: 2.490