2022/06/13 23:00:18 - mmengine - INFO - Epoch(train) [1][100/313] lr: 2.688e-05 eta: 17:58:54 time: 0.507 data_time: 0.050 memory: 19457 loss: 6.8567 2022/06/13 23:01:09 - mmengine - INFO - Epoch(train) [1][200/313] lr: 5.242e-05 eta: 15:34:58 time: 0.491 data_time: 0.049 memory: 19456 loss: 6.7778 2022/06/13 23:02:00 - mmengine - INFO - Epoch(train) [1][300/313] lr: 7.796e-05 eta: 14:45:36 time: 0.522 data_time: 0.049 memory: 19456 loss: 6.6706 2022/06/13 23:02:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:02:06 - mmengine - INFO - Saving checkpoint at 1 epochs 2022/06/13 23:02:33 - mmengine - INFO - Epoch(val) [1][25/25] accuracy/top1: 0.5040 accuracy/top5: 2.4060 2022/06/13 23:03:28 - mmengine - INFO - Epoch(train) [2][100/313] lr: 1.068e-04 eta: 14:27:34 time: 0.511 data_time: 0.124 memory: 19456 loss: 6.6420 2022/06/13 23:04:21 - mmengine - INFO - Epoch(train) [2][200/313] lr: 1.324e-04 eta: 14:19:45 time: 0.505 data_time: 0.103 memory: 19456 loss: 6.5607 2022/06/13 23:05:12 - mmengine - INFO - Epoch(train) [2][300/313] lr: 1.579e-04 eta: 14:07:09 time: 0.488 data_time: 0.102 memory: 19456 loss: 6.4489 2022/06/13 23:05:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:05:18 - mmengine - INFO - Saving checkpoint at 2 epochs 2022/06/13 23:05:34 - mmengine - INFO - Epoch(val) [2][25/25] accuracy/top1: 0.5320 accuracy/top5: 2.4480 2022/06/13 23:06:28 - mmengine - INFO - Epoch(train) [3][100/313] lr: 1.867e-04 eta: 14:00:26 time: 0.405 data_time: 0.052 memory: 19456 loss: 6.4011 2022/06/13 23:07:20 - mmengine - INFO - Epoch(train) [3][200/313] lr: 2.123e-04 eta: 13:55:20 time: 0.472 data_time: 0.051 memory: 19456 loss: 6.4380 2022/06/13 23:08:11 - mmengine - INFO - Epoch(train) [3][300/313] lr: 2.378e-04 eta: 13:49:56 time: 0.436 data_time: 0.052 memory: 19456 loss: 6.3344 2022/06/13 23:08:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:08:18 - mmengine - INFO - Saving checkpoint at 3 epochs 2022/06/13 23:08:38 - mmengine - INFO - Epoch(val) [3][25/25] accuracy/top1: 0.6480 accuracy/top5: 2.7360 2022/06/13 23:09:12 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:09:33 - mmengine - INFO - Epoch(train) [4][100/313] lr: 2.667e-04 eta: 13:48:12 time: 0.514 data_time: 0.009 memory: 19456 loss: 6.2501 2022/06/13 23:10:25 - mmengine - INFO - Epoch(train) [4][200/313] lr: 2.922e-04 eta: 13:46:03 time: 0.479 data_time: 0.082 memory: 19456 loss: 6.3558 2022/06/13 23:11:17 - mmengine - INFO - Epoch(train) [4][300/313] lr: 3.178e-04 eta: 13:43:24 time: 0.495 data_time: 0.010 memory: 19456 loss: 6.2077 2022/06/13 23:11:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:11:24 - mmengine - INFO - Saving checkpoint at 4 epochs 2022/06/13 23:11:40 - mmengine - INFO - Epoch(val) [4][25/25] accuracy/top1: 0.7680 accuracy/top5: 3.0760 2022/06/13 23:12:35 - mmengine - INFO - Epoch(train) [5][100/313] lr: 3.466e-04 eta: 13:42:44 time: 0.521 data_time: 0.073 memory: 19456 loss: 6.1479 2022/06/13 23:13:28 - mmengine - INFO - Epoch(train) [5][200/313] lr: 3.722e-04 eta: 13:41:35 time: 0.546 data_time: 0.066 memory: 19456 loss: 6.1375 2022/06/13 23:14:21 - mmengine - INFO - Epoch(train) [5][300/313] lr: 3.977e-04 eta: 13:39:50 time: 0.529 data_time: 0.058 memory: 19456 loss: 6.2384 2022/06/13 23:14:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:14:27 - mmengine - INFO - Saving checkpoint at 5 epochs 2022/06/13 23:14:44 - mmengine - INFO - Epoch(val) [5][25/25] accuracy/top1: 0.9080 accuracy/top5: 3.5140 2022/06/13 23:15:40 - mmengine - INFO - Epoch(train) [6][100/313] lr: 4.265e-04 eta: 13:39:33 time: 0.515 data_time: 0.068 memory: 19456 loss: 6.0773 2022/06/13 23:16:33 - mmengine - INFO - Epoch(train) [6][200/313] lr: 4.521e-04 eta: 13:38:24 time: 0.523 data_time: 0.051 memory: 19456 loss: 6.2082 2022/06/13 23:17:26 - mmengine - INFO - Epoch(train) [6][300/313] lr: 4.776e-04 eta: 13:37:15 time: 0.521 data_time: 0.059 memory: 19456 loss: 5.9293 2022/06/13 23:17:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:17:32 - mmengine - INFO - Saving checkpoint at 6 epochs 2022/06/13 23:17:49 - mmengine - INFO - Epoch(val) [6][25/25] accuracy/top1: 1.0440 accuracy/top5: 3.9660 2022/06/13 23:18:44 - mmengine - INFO - Epoch(train) [7][100/313] lr: 5.065e-04 eta: 13:36:15 time: 0.519 data_time: 0.069 memory: 19456 loss: 5.9126 2022/06/13 23:18:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:19:37 - mmengine - INFO - Epoch(train) [7][200/313] lr: 5.320e-04 eta: 13:35:10 time: 0.455 data_time: 0.077 memory: 19456 loss: 5.7109 2022/06/13 23:20:31 - mmengine - INFO - Epoch(train) [7][300/313] lr: 5.576e-04 eta: 13:34:57 time: 0.572 data_time: 0.064 memory: 19456 loss: 5.8704 2022/06/13 23:20:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:20:38 - mmengine - INFO - Saving checkpoint at 7 epochs 2022/06/13 23:20:54 - mmengine - INFO - Epoch(val) [7][25/25] accuracy/top1: 1.1660 accuracy/top5: 4.4460 2022/06/13 23:21:49 - mmengine - INFO - Epoch(train) [8][100/313] lr: 5.864e-04 eta: 13:33:26 time: 0.484 data_time: 0.069 memory: 19456 loss: 5.8597 2022/06/13 23:22:40 - mmengine - INFO - Epoch(train) [8][200/313] lr: 6.119e-04 eta: 13:31:34 time: 0.423 data_time: 0.080 memory: 19456 loss: 5.6398 2022/06/13 23:23:31 - mmengine - INFO - Epoch(train) [8][300/313] lr: 6.375e-04 eta: 13:29:01 time: 0.506 data_time: 0.075 memory: 19456 loss: 5.6607 2022/06/13 23:23:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:23:37 - mmengine - INFO - Saving checkpoint at 8 epochs 2022/06/13 23:23:53 - mmengine - INFO - Epoch(val) [8][25/25] accuracy/top1: 1.3200 accuracy/top5: 4.9040 2022/06/13 23:24:48 - mmengine - INFO - Epoch(train) [9][100/313] lr: 6.663e-04 eta: 13:27:49 time: 0.467 data_time: 0.058 memory: 19456 loss: 5.7193 2022/06/13 23:25:40 - mmengine - INFO - Epoch(train) [9][200/313] lr: 6.919e-04 eta: 13:26:15 time: 0.479 data_time: 0.009 memory: 19456 loss: 5.7215 2022/06/13 23:26:33 - mmengine - INFO - Epoch(train) [9][300/313] lr: 7.174e-04 eta: 13:25:15 time: 0.520 data_time: 0.012 memory: 19456 loss: 5.7448 2022/06/13 23:26:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:26:39 - mmengine - INFO - Saving checkpoint at 9 epochs 2022/06/13 23:26:55 - mmengine - INFO - Epoch(val) [9][25/25] accuracy/top1: 1.4860 accuracy/top5: 5.2500 2022/06/13 23:27:51 - mmengine - INFO - Epoch(train) [10][100/313] lr: 7.463e-04 eta: 13:24:52 time: 0.478 data_time: 0.066 memory: 19456 loss: 5.3862 2022/06/13 23:28:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:28:45 - mmengine - INFO - Epoch(train) [10][200/313] lr: 7.718e-04 eta: 13:24:01 time: 0.421 data_time: 0.008 memory: 19456 loss: 5.4254 2022/06/13 23:29:37 - mmengine - INFO - Epoch(train) [10][300/313] lr: 7.974e-04 eta: 13:23:00 time: 0.531 data_time: 0.008 memory: 19456 loss: 5.2418 2022/06/13 23:29:44 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:29:44 - mmengine - INFO - Saving checkpoint at 10 epochs 2022/06/13 23:30:00 - mmengine - INFO - Epoch(val) [10][25/25] accuracy/top1: 1.6140 accuracy/top5: 5.5660 2022/06/13 23:30:56 - mmengine - INFO - Epoch(train) [11][100/313] lr: 8.262e-04 eta: 13:22:37 time: 0.411 data_time: 0.074 memory: 19456 loss: 5.6517 2022/06/13 23:31:48 - mmengine - INFO - Epoch(train) [11][200/313] lr: 8.517e-04 eta: 13:21:07 time: 0.504 data_time: 0.095 memory: 19456 loss: 5.7425 2022/06/13 23:32:40 - mmengine - INFO - Epoch(train) [11][300/313] lr: 8.773e-04 eta: 13:19:46 time: 0.406 data_time: 0.075 memory: 19456 loss: 5.2906 2022/06/13 23:32:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:32:46 - mmengine - INFO - Saving checkpoint at 11 epochs 2022/06/13 23:33:04 - mmengine - INFO - Epoch(val) [11][25/25] accuracy/top1: 1.6480 accuracy/top5: 5.8540 2022/06/13 23:34:00 - mmengine - INFO - Epoch(train) [12][100/313] lr: 9.061e-04 eta: 13:19:15 time: 0.530 data_time: 0.068 memory: 19456 loss: 5.5484 2022/06/13 23:34:52 - mmengine - INFO - Epoch(train) [12][200/313] lr: 9.317e-04 eta: 13:18:00 time: 0.518 data_time: 0.084 memory: 19456 loss: 5.4194 2022/06/13 23:35:43 - mmengine - INFO - Epoch(train) [12][300/313] lr: 9.572e-04 eta: 13:16:10 time: 0.519 data_time: 0.067 memory: 19456 loss: 5.5032 2022/06/13 23:35:49 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:35:49 - mmengine - INFO - Saving checkpoint at 12 epochs 2022/06/13 23:36:07 - mmengine - INFO - Epoch(val) [12][25/25] accuracy/top1: 1.7340 accuracy/top5: 6.0420 2022/06/13 23:37:03 - mmengine - INFO - Epoch(train) [13][100/313] lr: 9.861e-04 eta: 13:15:44 time: 0.491 data_time: 0.083 memory: 19456 loss: 5.1289 2022/06/13 23:37:56 - mmengine - INFO - Epoch(train) [13][200/313] lr: 1.012e-03 eta: 13:14:46 time: 0.499 data_time: 0.082 memory: 19456 loss: 5.2497 2022/06/13 23:38:19 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:38:48 - mmengine - INFO - Epoch(train) [13][300/313] lr: 1.037e-03 eta: 13:13:33 time: 0.423 data_time: 0.087 memory: 19456 loss: 5.2077 2022/06/13 23:38:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:38:55 - mmengine - INFO - Saving checkpoint at 13 epochs 2022/06/13 23:39:12 - mmengine - INFO - Epoch(val) [13][25/25] accuracy/top1: 1.8240 accuracy/top5: 6.2500 2022/06/13 23:40:07 - mmengine - INFO - Epoch(train) [14][100/313] lr: 1.066e-03 eta: 13:12:49 time: 0.506 data_time: 0.087 memory: 19456 loss: 5.0854 2022/06/13 23:40:59 - mmengine - INFO - Epoch(train) [14][200/313] lr: 1.092e-03 eta: 13:11:35 time: 0.456 data_time: 0.072 memory: 19456 loss: 5.3194 2022/06/13 23:41:51 - mmengine - INFO - Epoch(train) [14][300/313] lr: 1.117e-03 eta: 13:10:18 time: 0.406 data_time: 0.073 memory: 19456 loss: 5.1473 2022/06/13 23:41:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:41:57 - mmengine - INFO - Saving checkpoint at 14 epochs 2022/06/13 23:42:15 - mmengine - INFO - Epoch(val) [14][25/25] accuracy/top1: 1.9320 accuracy/top5: 6.4960 2022/06/13 23:43:10 - mmengine - INFO - Epoch(train) [15][100/313] lr: 1.146e-03 eta: 13:09:34 time: 0.436 data_time: 0.066 memory: 19456 loss: 5.1518 2022/06/13 23:44:03 - mmengine - INFO - Epoch(train) [15][200/313] lr: 1.171e-03 eta: 13:08:33 time: 0.431 data_time: 0.067 memory: 19456 loss: 5.2201 2022/06/13 23:44:55 - mmengine - INFO - Epoch(train) [15][300/313] lr: 1.197e-03 eta: 13:07:31 time: 0.480 data_time: 0.066 memory: 19456 loss: 5.0722 2022/06/13 23:45:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:45:02 - mmengine - INFO - Saving checkpoint at 15 epochs 2022/06/13 23:45:18 - mmengine - INFO - Epoch(val) [15][25/25] accuracy/top1: 2.0700 accuracy/top5: 6.7320 2022/06/13 23:46:14 - mmengine - INFO - Epoch(train) [16][100/313] lr: 1.226e-03 eta: 13:06:53 time: 0.512 data_time: 0.089 memory: 19456 loss: 4.8860 2022/06/13 23:47:09 - mmengine - INFO - Epoch(train) [16][200/313] lr: 1.251e-03 eta: 13:06:25 time: 0.518 data_time: 0.099 memory: 19456 loss: 4.8398 2022/06/13 23:48:03 - mmengine - INFO - Epoch(train) [16][300/313] lr: 1.277e-03 eta: 13:05:52 time: 0.505 data_time: 0.189 memory: 19456 loss: 4.6511 2022/06/13 23:48:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:48:09 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:48:09 - mmengine - INFO - Saving checkpoint at 16 epochs 2022/06/13 23:48:26 - mmengine - INFO - Epoch(val) [16][25/25] accuracy/top1: 2.2720 accuracy/top5: 7.0040 2022/06/13 23:49:21 - mmengine - INFO - Epoch(train) [17][100/313] lr: 1.306e-03 eta: 13:04:55 time: 0.415 data_time: 0.074 memory: 19456 loss: 4.5799 2022/06/13 23:50:15 - mmengine - INFO - Epoch(train) [17][200/313] lr: 1.331e-03 eta: 13:04:09 time: 0.405 data_time: 0.074 memory: 19456 loss: 5.2913 2022/06/13 23:51:08 - mmengine - INFO - Epoch(train) [17][300/313] lr: 1.357e-03 eta: 13:03:16 time: 0.480 data_time: 0.095 memory: 19456 loss: 5.0323 2022/06/13 23:51:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:51:14 - mmengine - INFO - Saving checkpoint at 17 epochs 2022/06/13 23:51:31 - mmengine - INFO - Epoch(val) [17][25/25] accuracy/top1: 2.3540 accuracy/top5: 7.3380 2022/06/13 23:52:27 - mmengine - INFO - Epoch(train) [18][100/313] lr: 1.386e-03 eta: 13:02:42 time: 0.498 data_time: 0.064 memory: 19456 loss: 4.8190 2022/06/13 23:53:20 - mmengine - INFO - Epoch(train) [18][200/313] lr: 1.411e-03 eta: 13:01:38 time: 0.511 data_time: 0.064 memory: 19456 loss: 4.9523 2022/06/13 23:54:12 - mmengine - INFO - Epoch(train) [18][300/313] lr: 1.437e-03 eta: 13:00:27 time: 0.509 data_time: 0.075 memory: 19456 loss: 4.5958 2022/06/13 23:54:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:54:18 - mmengine - INFO - Saving checkpoint at 18 epochs 2022/06/13 23:54:35 - mmengine - INFO - Epoch(val) [18][25/25] accuracy/top1: 2.4500 accuracy/top5: 7.6640 2022/06/13 23:55:31 - mmengine - INFO - Epoch(train) [19][100/313] lr: 1.466e-03 eta: 12:59:40 time: 0.504 data_time: 0.061 memory: 19456 loss: 4.7760 2022/06/13 23:56:24 - mmengine - INFO - Epoch(train) [19][200/313] lr: 1.491e-03 eta: 12:58:57 time: 0.541 data_time: 0.056 memory: 19456 loss: 5.0046 2022/06/13 23:57:18 - mmengine - INFO - Epoch(train) [19][300/313] lr: 1.517e-03 eta: 12:58:14 time: 0.487 data_time: 0.056 memory: 19456 loss: 4.6550 2022/06/13 23:57:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:57:25 - mmengine - INFO - Saving checkpoint at 19 epochs 2022/06/13 23:57:42 - mmengine - INFO - Epoch(val) [19][25/25] accuracy/top1: 2.4380 accuracy/top5: 7.8140 2022/06/13 23:58:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/13 23:58:37 - mmengine - INFO - Epoch(train) [20][100/313] lr: 1.546e-03 eta: 12:57:24 time: 0.424 data_time: 0.053 memory: 19456 loss: 4.7193 2022/06/13 23:59:31 - mmengine - INFO - Epoch(train) [20][200/313] lr: 1.571e-03 eta: 12:56:42 time: 0.509 data_time: 0.081 memory: 19456 loss: 4.5825 2022/06/14 00:00:27 - mmengine - INFO - Epoch(train) [20][300/313] lr: 1.597e-03 eta: 12:56:29 time: 0.506 data_time: 0.058 memory: 19456 loss: 5.3048 2022/06/14 00:00:33 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:00:33 - mmengine - INFO - Saving checkpoint at 20 epochs 2022/06/14 00:00:50 - mmengine - INFO - Epoch(val) [20][25/25] accuracy/top1: 2.4360 accuracy/top5: 7.9880 2022/06/14 00:01:45 - mmengine - INFO - Epoch(train) [21][100/313] lr: 1.600e-03 eta: 12:55:30 time: 0.560 data_time: 0.008 memory: 19456 loss: 4.8369 2022/06/14 00:02:38 - mmengine - INFO - Epoch(train) [21][200/313] lr: 1.600e-03 eta: 12:54:28 time: 0.539 data_time: 0.054 memory: 19456 loss: 4.6010 2022/06/14 00:03:30 - mmengine - INFO - Epoch(train) [21][300/313] lr: 1.600e-03 eta: 12:53:25 time: 0.515 data_time: 0.060 memory: 19456 loss: 5.0075 2022/06/14 00:03:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:03:37 - mmengine - INFO - Saving checkpoint at 21 epochs 2022/06/14 00:03:56 - mmengine - INFO - Epoch(val) [21][25/25] accuracy/top1: 2.5280 accuracy/top5: 8.4080 2022/06/14 00:04:53 - mmengine - INFO - Epoch(train) [22][100/313] lr: 1.600e-03 eta: 12:52:52 time: 0.500 data_time: 0.078 memory: 19456 loss: 4.9476 2022/06/14 00:05:46 - mmengine - INFO - Epoch(train) [22][200/313] lr: 1.600e-03 eta: 12:52:00 time: 0.406 data_time: 0.070 memory: 19456 loss: 4.9839 2022/06/14 00:06:40 - mmengine - INFO - Epoch(train) [22][300/313] lr: 1.600e-03 eta: 12:51:18 time: 0.494 data_time: 0.074 memory: 19456 loss: 4.8074 2022/06/14 00:06:47 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:06:47 - mmengine - INFO - Saving checkpoint at 22 epochs 2022/06/14 00:07:04 - mmengine - INFO - Epoch(val) [22][25/25] accuracy/top1: 2.5600 accuracy/top5: 8.9340 2022/06/14 00:08:01 - mmengine - INFO - Epoch(train) [23][100/313] lr: 1.600e-03 eta: 12:50:43 time: 0.507 data_time: 0.058 memory: 19456 loss: 4.8125 2022/06/14 00:08:08 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:08:54 - mmengine - INFO - Epoch(train) [23][200/313] lr: 1.600e-03 eta: 12:49:49 time: 0.481 data_time: 0.063 memory: 19456 loss: 4.6159 2022/06/14 00:09:46 - mmengine - INFO - Epoch(train) [23][300/313] lr: 1.600e-03 eta: 12:48:48 time: 0.439 data_time: 0.052 memory: 19456 loss: 4.8345 2022/06/14 00:09:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:09:53 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/06/14 00:10:09 - mmengine - INFO - Epoch(val) [23][25/25] accuracy/top1: 2.8140 accuracy/top5: 9.5020 2022/06/14 00:11:06 - mmengine - INFO - Epoch(train) [24][100/313] lr: 1.600e-03 eta: 12:48:02 time: 0.409 data_time: 0.009 memory: 19456 loss: 4.5820 2022/06/14 00:11:57 - mmengine - INFO - Epoch(train) [24][200/313] lr: 1.600e-03 eta: 12:46:52 time: 0.474 data_time: 0.010 memory: 19456 loss: 4.5060 2022/06/14 00:12:50 - mmengine - INFO - Epoch(train) [24][300/313] lr: 1.600e-03 eta: 12:45:54 time: 0.406 data_time: 0.009 memory: 19456 loss: 4.7005 2022/06/14 00:12:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:12:57 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/06/14 00:13:14 - mmengine - INFO - Epoch(val) [24][25/25] accuracy/top1: 3.1340 accuracy/top5: 10.4340 2022/06/14 00:14:09 - mmengine - INFO - Epoch(train) [25][100/313] lr: 1.599e-03 eta: 12:45:03 time: 0.418 data_time: 0.076 memory: 19456 loss: 4.5855 2022/06/14 00:15:02 - mmengine - INFO - Epoch(train) [25][200/313] lr: 1.599e-03 eta: 12:44:06 time: 0.428 data_time: 0.109 memory: 19456 loss: 4.9801 2022/06/14 00:15:54 - mmengine - INFO - Epoch(train) [25][300/313] lr: 1.599e-03 eta: 12:43:01 time: 0.412 data_time: 0.080 memory: 19456 loss: 4.5184 2022/06/14 00:16:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:16:01 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/06/14 00:16:18 - mmengine - INFO - Epoch(val) [25][25/25] accuracy/top1: 3.5760 accuracy/top5: 11.5120 2022/06/14 00:17:15 - mmengine - INFO - Epoch(train) [26][100/313] lr: 1.599e-03 eta: 12:42:17 time: 0.415 data_time: 0.068 memory: 19456 loss: 4.3869 2022/06/14 00:17:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:18:08 - mmengine - INFO - Epoch(train) [26][200/313] lr: 1.599e-03 eta: 12:41:21 time: 0.522 data_time: 0.086 memory: 19456 loss: 4.7875 2022/06/14 00:19:00 - mmengine - INFO - Epoch(train) [26][300/313] lr: 1.599e-03 eta: 12:40:19 time: 0.501 data_time: 0.089 memory: 19456 loss: 4.2227 2022/06/14 00:19:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:19:07 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/06/14 00:19:27 - mmengine - INFO - Epoch(val) [26][25/25] accuracy/top1: 4.1140 accuracy/top5: 12.8220 2022/06/14 00:20:23 - mmengine - INFO - Epoch(train) [27][100/313] lr: 1.598e-03 eta: 12:39:33 time: 0.505 data_time: 0.086 memory: 19456 loss: 4.4165 2022/06/14 00:21:17 - mmengine - INFO - Epoch(train) [27][200/313] lr: 1.598e-03 eta: 12:38:42 time: 0.448 data_time: 0.069 memory: 19456 loss: 4.7103 2022/06/14 00:22:10 - mmengine - INFO - Epoch(train) [27][300/313] lr: 1.598e-03 eta: 12:37:52 time: 0.446 data_time: 0.080 memory: 19456 loss: 4.6232 2022/06/14 00:22:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:22:17 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/06/14 00:22:34 - mmengine - INFO - Epoch(val) [27][25/25] accuracy/top1: 4.8780 accuracy/top5: 14.3740 2022/06/14 00:23:30 - mmengine - INFO - Epoch(train) [28][100/313] lr: 1.598e-03 eta: 12:37:01 time: 0.435 data_time: 0.075 memory: 19456 loss: 4.8860 2022/06/14 00:24:23 - mmengine - INFO - Epoch(train) [28][200/313] lr: 1.598e-03 eta: 12:36:14 time: 0.418 data_time: 0.070 memory: 19456 loss: 4.7065 2022/06/14 00:25:16 - mmengine - INFO - Epoch(train) [28][300/313] lr: 1.598e-03 eta: 12:35:12 time: 0.489 data_time: 0.088 memory: 19456 loss: 4.2180 2022/06/14 00:25:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:25:22 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/06/14 00:25:39 - mmengine - INFO - Epoch(val) [28][25/25] accuracy/top1: 5.6700 accuracy/top5: 16.1720 2022/06/14 00:26:35 - mmengine - INFO - Epoch(train) [29][100/313] lr: 1.597e-03 eta: 12:34:18 time: 0.516 data_time: 0.061 memory: 19456 loss: 4.3682 2022/06/14 00:27:29 - mmengine - INFO - Epoch(train) [29][200/313] lr: 1.597e-03 eta: 12:33:27 time: 0.419 data_time: 0.059 memory: 19456 loss: 4.4458 2022/06/14 00:27:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:28:21 - mmengine - INFO - Epoch(train) [29][300/313] lr: 1.597e-03 eta: 12:32:25 time: 0.419 data_time: 0.054 memory: 19456 loss: 4.2460 2022/06/14 00:28:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:28:27 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/06/14 00:28:46 - mmengine - INFO - Epoch(val) [29][25/25] accuracy/top1: 6.5060 accuracy/top5: 17.8500 2022/06/14 00:29:41 - mmengine - INFO - Epoch(train) [30][100/313] lr: 1.596e-03 eta: 12:31:30 time: 0.483 data_time: 0.050 memory: 19456 loss: 4.7128 2022/06/14 00:30:33 - mmengine - INFO - Epoch(train) [30][200/313] lr: 1.596e-03 eta: 12:30:22 time: 0.504 data_time: 0.064 memory: 19456 loss: 4.5118 2022/06/14 00:31:25 - mmengine - INFO - Epoch(train) [30][300/313] lr: 1.596e-03 eta: 12:29:15 time: 0.505 data_time: 0.051 memory: 19456 loss: 4.4050 2022/06/14 00:31:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:31:31 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/06/14 00:31:47 - mmengine - INFO - Epoch(val) [30][25/25] accuracy/top1: 7.0640 accuracy/top5: 18.5000 2022/06/14 00:32:43 - mmengine - INFO - Epoch(train) [31][100/313] lr: 1.595e-03 eta: 12:28:17 time: 0.482 data_time: 0.008 memory: 19456 loss: 4.3045 2022/06/14 00:33:36 - mmengine - INFO - Epoch(train) [31][200/313] lr: 1.595e-03 eta: 12:27:24 time: 0.576 data_time: 0.010 memory: 19456 loss: 4.1559 2022/06/14 00:34:29 - mmengine - INFO - Epoch(train) [31][300/313] lr: 1.595e-03 eta: 12:26:25 time: 0.493 data_time: 0.008 memory: 19456 loss: 4.5765 2022/06/14 00:34:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:34:35 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/06/14 00:34:52 - mmengine - INFO - Epoch(val) [31][25/25] accuracy/top1: 6.9040 accuracy/top5: 17.8040 2022/06/14 00:35:48 - mmengine - INFO - Epoch(train) [32][100/313] lr: 1.594e-03 eta: 12:25:31 time: 0.407 data_time: 0.064 memory: 19456 loss: 4.5247 2022/06/14 00:36:40 - mmengine - INFO - Epoch(train) [32][200/313] lr: 1.594e-03 eta: 12:24:26 time: 0.413 data_time: 0.064 memory: 19456 loss: 4.5693 2022/06/14 00:37:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:37:31 - mmengine - INFO - Epoch(train) [32][300/313] lr: 1.594e-03 eta: 12:23:20 time: 0.531 data_time: 0.065 memory: 19456 loss: 4.0665 2022/06/14 00:37:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:37:37 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/06/14 00:37:57 - mmengine - INFO - Epoch(val) [32][25/25] accuracy/top1: 6.0340 accuracy/top5: 15.6640 2022/06/14 00:38:52 - mmengine - INFO - Epoch(train) [33][100/313] lr: 1.593e-03 eta: 12:22:19 time: 0.411 data_time: 0.071 memory: 19456 loss: 4.1385 2022/06/14 00:39:45 - mmengine - INFO - Epoch(train) [33][200/313] lr: 1.593e-03 eta: 12:21:19 time: 0.516 data_time: 0.069 memory: 19456 loss: 4.2817 2022/06/14 00:40:37 - mmengine - INFO - Epoch(train) [33][300/313] lr: 1.593e-03 eta: 12:20:16 time: 0.475 data_time: 0.089 memory: 19456 loss: 4.3446 2022/06/14 00:40:43 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:40:43 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/06/14 00:41:00 - mmengine - INFO - Epoch(val) [33][25/25] accuracy/top1: 4.8220 accuracy/top5: 12.5520 2022/06/14 00:41:55 - mmengine - INFO - Epoch(train) [34][100/313] lr: 1.592e-03 eta: 12:19:14 time: 0.410 data_time: 0.008 memory: 19456 loss: 4.4916 2022/06/14 00:42:48 - mmengine - INFO - Epoch(train) [34][200/313] lr: 1.592e-03 eta: 12:18:18 time: 0.408 data_time: 0.008 memory: 19456 loss: 4.5194 2022/06/14 00:43:41 - mmengine - INFO - Epoch(train) [34][300/313] lr: 1.592e-03 eta: 12:17:21 time: 0.501 data_time: 0.012 memory: 19456 loss: 4.3746 2022/06/14 00:43:47 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:43:47 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/06/14 00:44:03 - mmengine - INFO - Epoch(val) [34][25/25] accuracy/top1: 3.6380 accuracy/top5: 9.6540 2022/06/14 00:45:00 - mmengine - INFO - Epoch(train) [35][100/313] lr: 1.590e-03 eta: 12:16:37 time: 0.520 data_time: 0.077 memory: 19456 loss: 4.4412 2022/06/14 00:45:52 - mmengine - INFO - Epoch(train) [35][200/313] lr: 1.590e-03 eta: 12:15:37 time: 0.410 data_time: 0.084 memory: 19456 loss: 3.9583 2022/06/14 00:46:44 - mmengine - INFO - Epoch(train) [35][300/313] lr: 1.590e-03 eta: 12:14:32 time: 0.434 data_time: 0.076 memory: 19456 loss: 4.4124 2022/06/14 00:46:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:46:50 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/06/14 00:47:09 - mmengine - INFO - Epoch(val) [35][25/25] accuracy/top1: 2.7180 accuracy/top5: 7.2540 2022/06/14 00:47:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:48:05 - mmengine - INFO - Epoch(train) [36][100/313] lr: 1.589e-03 eta: 12:13:44 time: 0.421 data_time: 0.010 memory: 19456 loss: 4.4062 2022/06/14 00:48:59 - mmengine - INFO - Epoch(train) [36][200/313] lr: 1.589e-03 eta: 12:12:51 time: 0.413 data_time: 0.060 memory: 19456 loss: 4.1738 2022/06/14 00:49:51 - mmengine - INFO - Epoch(train) [36][300/313] lr: 1.589e-03 eta: 12:11:54 time: 0.503 data_time: 0.053 memory: 19456 loss: 4.3419 2022/06/14 00:49:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:49:57 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/06/14 00:50:19 - mmengine - INFO - Epoch(val) [36][25/25] accuracy/top1: 1.9280 accuracy/top5: 5.3640 2022/06/14 00:51:16 - mmengine - INFO - Epoch(train) [37][100/313] lr: 1.587e-03 eta: 12:11:04 time: 0.438 data_time: 0.093 memory: 19456 loss: 4.4260 2022/06/14 00:52:09 - mmengine - INFO - Epoch(train) [37][200/313] lr: 1.587e-03 eta: 12:10:10 time: 0.482 data_time: 0.069 memory: 19456 loss: 4.4344 2022/06/14 00:53:02 - mmengine - INFO - Epoch(train) [37][300/313] lr: 1.587e-03 eta: 12:09:15 time: 0.517 data_time: 0.009 memory: 19456 loss: 4.2432 2022/06/14 00:53:09 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:53:09 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/06/14 00:53:26 - mmengine - INFO - Epoch(val) [37][25/25] accuracy/top1: 1.3820 accuracy/top5: 3.9220 2022/06/14 00:54:22 - mmengine - INFO - Epoch(train) [38][100/313] lr: 1.586e-03 eta: 12:08:21 time: 0.413 data_time: 0.079 memory: 19456 loss: 4.3196 2022/06/14 00:55:14 - mmengine - INFO - Epoch(train) [38][200/313] lr: 1.586e-03 eta: 12:07:24 time: 0.416 data_time: 0.077 memory: 19456 loss: 4.0532 2022/06/14 00:56:07 - mmengine - INFO - Epoch(train) [38][300/313] lr: 1.586e-03 eta: 12:06:26 time: 0.405 data_time: 0.077 memory: 19456 loss: 4.4261 2022/06/14 00:56:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:56:13 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/06/14 00:56:33 - mmengine - INFO - Epoch(val) [38][25/25] accuracy/top1: 1.0480 accuracy/top5: 3.0280 2022/06/14 00:57:30 - mmengine - INFO - Epoch(train) [39][100/313] lr: 1.584e-03 eta: 12:05:40 time: 0.490 data_time: 0.070 memory: 19456 loss: 4.3101 2022/06/14 00:57:33 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:58:23 - mmengine - INFO - Epoch(train) [39][200/313] lr: 1.584e-03 eta: 12:04:47 time: 0.491 data_time: 0.068 memory: 19456 loss: 4.4633 2022/06/14 00:59:15 - mmengine - INFO - Epoch(train) [39][300/313] lr: 1.584e-03 eta: 12:03:45 time: 0.407 data_time: 0.073 memory: 19456 loss: 4.3444 2022/06/14 00:59:21 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 00:59:21 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/06/14 00:59:37 - mmengine - INFO - Epoch(val) [39][25/25] accuracy/top1: 0.7640 accuracy/top5: 2.3540 2022/06/14 01:00:32 - mmengine - INFO - Epoch(train) [40][100/313] lr: 1.582e-03 eta: 12:02:44 time: 0.501 data_time: 0.059 memory: 19456 loss: 4.5808 2022/06/14 01:01:24 - mmengine - INFO - Epoch(train) [40][200/313] lr: 1.582e-03 eta: 12:01:40 time: 0.504 data_time: 0.011 memory: 19456 loss: 4.0423 2022/06/14 01:02:16 - mmengine - INFO - Epoch(train) [40][300/313] lr: 1.582e-03 eta: 12:00:40 time: 0.504 data_time: 0.011 memory: 19456 loss: 4.3827 2022/06/14 01:02:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:02:22 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/06/14 01:02:39 - mmengine - INFO - Epoch(val) [40][25/25] accuracy/top1: 0.6100 accuracy/top5: 1.8980 2022/06/14 01:03:34 - mmengine - INFO - Epoch(train) [41][100/313] lr: 1.580e-03 eta: 11:59:40 time: 0.411 data_time: 0.058 memory: 19456 loss: 4.3004 2022/06/14 01:04:28 - mmengine - INFO - Epoch(train) [41][200/313] lr: 1.580e-03 eta: 11:58:49 time: 0.508 data_time: 0.055 memory: 19456 loss: 3.9078 2022/06/14 01:05:21 - mmengine - INFO - Epoch(train) [41][300/313] lr: 1.580e-03 eta: 11:57:53 time: 0.532 data_time: 0.009 memory: 19456 loss: 4.2928 2022/06/14 01:05:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:05:27 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/06/14 01:05:43 - mmengine - INFO - Epoch(val) [41][25/25] accuracy/top1: 0.4560 accuracy/top5: 1.5920 2022/06/14 01:06:38 - mmengine - INFO - Epoch(train) [42][100/313] lr: 1.578e-03 eta: 11:56:50 time: 0.504 data_time: 0.010 memory: 19456 loss: 4.2201 2022/06/14 01:07:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:07:31 - mmengine - INFO - Epoch(train) [42][200/313] lr: 1.578e-03 eta: 11:55:55 time: 0.405 data_time: 0.056 memory: 19456 loss: 4.2245 2022/06/14 01:08:24 - mmengine - INFO - Epoch(train) [42][300/313] lr: 1.578e-03 eta: 11:55:03 time: 0.411 data_time: 0.008 memory: 19456 loss: 4.0244 2022/06/14 01:08:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:08:31 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/06/14 01:08:48 - mmengine - INFO - Epoch(val) [42][25/25] accuracy/top1: 0.3840 accuracy/top5: 1.3460 2022/06/14 01:09:44 - mmengine - INFO - Epoch(train) [43][100/313] lr: 1.576e-03 eta: 11:54:06 time: 0.524 data_time: 0.010 memory: 19456 loss: 4.3923 2022/06/14 01:10:36 - mmengine - INFO - Epoch(train) [43][200/313] lr: 1.576e-03 eta: 11:53:10 time: 0.416 data_time: 0.015 memory: 19456 loss: 4.1602 2022/06/14 01:11:29 - mmengine - INFO - Epoch(train) [43][300/313] lr: 1.576e-03 eta: 11:52:14 time: 0.404 data_time: 0.008 memory: 19456 loss: 4.2057 2022/06/14 01:11:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:11:36 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/06/14 01:11:52 - mmengine - INFO - Epoch(val) [43][25/25] accuracy/top1: 0.3720 accuracy/top5: 1.1200 2022/06/14 01:12:48 - mmengine - INFO - Epoch(train) [44][100/313] lr: 1.574e-03 eta: 11:51:19 time: 0.416 data_time: 0.009 memory: 19456 loss: 4.4090 2022/06/14 01:13:41 - mmengine - INFO - Epoch(train) [44][200/313] lr: 1.574e-03 eta: 11:50:26 time: 0.557 data_time: 0.053 memory: 19456 loss: 4.3693 2022/06/14 01:14:35 - mmengine - INFO - Epoch(train) [44][300/313] lr: 1.574e-03 eta: 11:49:40 time: 0.490 data_time: 0.053 memory: 19456 loss: 4.5788 2022/06/14 01:14:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:14:42 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/06/14 01:14:58 - mmengine - INFO - Epoch(val) [44][25/25] accuracy/top1: 0.3560 accuracy/top5: 0.9840 2022/06/14 01:15:53 - mmengine - INFO - Epoch(train) [45][100/313] lr: 1.571e-03 eta: 11:48:43 time: 0.482 data_time: 0.086 memory: 19456 loss: 4.3026 2022/06/14 01:16:46 - mmengine - INFO - Epoch(train) [45][200/313] lr: 1.571e-03 eta: 11:47:47 time: 0.423 data_time: 0.078 memory: 19456 loss: 4.1910 2022/06/14 01:17:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:17:39 - mmengine - INFO - Epoch(train) [45][300/313] lr: 1.571e-03 eta: 11:46:53 time: 0.579 data_time: 0.077 memory: 19456 loss: 4.2038 2022/06/14 01:17:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:17:45 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/06/14 01:18:02 - mmengine - INFO - Epoch(val) [45][25/25] accuracy/top1: 0.3260 accuracy/top5: 0.9020 2022/06/14 01:18:58 - mmengine - INFO - Epoch(train) [46][100/313] lr: 1.569e-03 eta: 11:46:01 time: 0.410 data_time: 0.009 memory: 19456 loss: 4.2921 2022/06/14 01:19:51 - mmengine - INFO - Epoch(train) [46][200/313] lr: 1.569e-03 eta: 11:45:08 time: 0.405 data_time: 0.009 memory: 19456 loss: 4.1238 2022/06/14 01:20:44 - mmengine - INFO - Epoch(train) [46][300/313] lr: 1.569e-03 eta: 11:44:16 time: 0.498 data_time: 0.008 memory: 19456 loss: 4.2519 2022/06/14 01:20:51 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:20:51 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/06/14 01:21:11 - mmengine - INFO - Epoch(val) [46][25/25] accuracy/top1: 0.2960 accuracy/top5: 0.8080 2022/06/14 01:22:07 - mmengine - INFO - Epoch(train) [47][100/313] lr: 1.566e-03 eta: 11:43:19 time: 0.495 data_time: 0.086 memory: 19456 loss: 4.2780 2022/06/14 01:23:00 - mmengine - INFO - Epoch(train) [47][200/313] lr: 1.566e-03 eta: 11:42:24 time: 0.509 data_time: 0.077 memory: 19456 loss: 4.1963 2022/06/14 01:23:52 - mmengine - INFO - Epoch(train) [47][300/313] lr: 1.566e-03 eta: 11:41:27 time: 0.494 data_time: 0.074 memory: 19456 loss: 4.4951 2022/06/14 01:23:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:23:58 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/06/14 01:24:15 - mmengine - INFO - Epoch(val) [47][25/25] accuracy/top1: 0.2360 accuracy/top5: 0.7540 2022/06/14 01:25:10 - mmengine - INFO - Epoch(train) [48][100/313] lr: 1.564e-03 eta: 11:40:31 time: 0.525 data_time: 0.009 memory: 19456 loss: 3.9709 2022/06/14 01:26:03 - mmengine - INFO - Epoch(train) [48][200/313] lr: 1.564e-03 eta: 11:39:37 time: 0.416 data_time: 0.067 memory: 19456 loss: 4.1774 2022/06/14 01:26:49 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:26:55 - mmengine - INFO - Epoch(train) [48][300/313] lr: 1.564e-03 eta: 11:38:36 time: 0.525 data_time: 0.011 memory: 19456 loss: 4.2778 2022/06/14 01:27:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:27:01 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/06/14 01:27:18 - mmengine - INFO - Epoch(val) [48][25/25] accuracy/top1: 0.2140 accuracy/top5: 0.7120 2022/06/14 01:28:14 - mmengine - INFO - Epoch(train) [49][100/313] lr: 1.561e-03 eta: 11:37:40 time: 0.555 data_time: 0.008 memory: 19456 loss: 4.2373 2022/06/14 01:29:07 - mmengine - INFO - Epoch(train) [49][200/313] lr: 1.561e-03 eta: 11:36:47 time: 0.493 data_time: 0.009 memory: 19456 loss: 4.0429 2022/06/14 01:30:00 - mmengine - INFO - Epoch(train) [49][300/313] lr: 1.561e-03 eta: 11:35:53 time: 0.499 data_time: 0.011 memory: 19456 loss: 4.3653 2022/06/14 01:30:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:30:06 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/06/14 01:30:23 - mmengine - INFO - Epoch(val) [49][25/25] accuracy/top1: 0.1920 accuracy/top5: 0.7040 2022/06/14 01:31:20 - mmengine - INFO - Epoch(train) [50][100/313] lr: 1.558e-03 eta: 11:35:05 time: 0.453 data_time: 0.096 memory: 19456 loss: 4.3612 2022/06/14 01:32:13 - mmengine - INFO - Epoch(train) [50][200/313] lr: 1.558e-03 eta: 11:34:13 time: 0.433 data_time: 0.086 memory: 19456 loss: 3.9100 2022/06/14 01:33:07 - mmengine - INFO - Epoch(train) [50][300/313] lr: 1.558e-03 eta: 11:33:25 time: 0.502 data_time: 0.062 memory: 19456 loss: 4.3395 2022/06/14 01:33:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:33:14 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/06/14 01:33:34 - mmengine - INFO - Epoch(val) [50][25/25] accuracy/top1: 0.1680 accuracy/top5: 0.7020 2022/06/14 01:34:30 - mmengine - INFO - Epoch(train) [51][100/313] lr: 1.555e-03 eta: 11:32:30 time: 0.547 data_time: 0.082 memory: 19456 loss: 4.3047 2022/06/14 01:35:23 - mmengine - INFO - Epoch(train) [51][200/313] lr: 1.555e-03 eta: 11:31:35 time: 0.494 data_time: 0.074 memory: 19456 loss: 3.9720 2022/06/14 01:36:17 - mmengine - INFO - Epoch(train) [51][300/313] lr: 1.555e-03 eta: 11:30:47 time: 0.631 data_time: 0.074 memory: 19456 loss: 4.0364 2022/06/14 01:36:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:36:24 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/06/14 01:36:41 - mmengine - INFO - Epoch(val) [51][25/25] accuracy/top1: 0.1720 accuracy/top5: 0.6680 2022/06/14 01:37:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:37:38 - mmengine - INFO - Epoch(train) [52][100/313] lr: 1.552e-03 eta: 11:29:53 time: 0.410 data_time: 0.009 memory: 19456 loss: 4.3277 2022/06/14 01:38:31 - mmengine - INFO - Epoch(train) [52][200/313] lr: 1.552e-03 eta: 11:29:00 time: 0.413 data_time: 0.008 memory: 19456 loss: 4.1767 2022/06/14 01:39:23 - mmengine - INFO - Epoch(train) [52][300/313] lr: 1.552e-03 eta: 11:28:03 time: 0.517 data_time: 0.009 memory: 19456 loss: 4.0563 2022/06/14 01:39:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:39:30 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/06/14 01:39:46 - mmengine - INFO - Epoch(val) [52][25/25] accuracy/top1: 0.1680 accuracy/top5: 0.6860 2022/06/14 01:40:43 - mmengine - INFO - Epoch(train) [53][100/313] lr: 1.549e-03 eta: 11:27:10 time: 0.417 data_time: 0.079 memory: 19456 loss: 3.9611 2022/06/14 01:41:36 - mmengine - INFO - Epoch(train) [53][200/313] lr: 1.549e-03 eta: 11:26:19 time: 0.529 data_time: 0.081 memory: 19456 loss: 4.0060 2022/06/14 01:42:29 - mmengine - INFO - Epoch(train) [53][300/313] lr: 1.549e-03 eta: 11:25:24 time: 0.512 data_time: 0.073 memory: 19456 loss: 4.3466 2022/06/14 01:42:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:42:36 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/06/14 01:42:53 - mmengine - INFO - Epoch(val) [53][25/25] accuracy/top1: 0.1560 accuracy/top5: 0.6800 2022/06/14 01:43:49 - mmengine - INFO - Epoch(train) [54][100/313] lr: 1.546e-03 eta: 11:24:29 time: 0.480 data_time: 0.069 memory: 19456 loss: 4.1125 2022/06/14 01:44:42 - mmengine - INFO - Epoch(train) [54][200/313] lr: 1.546e-03 eta: 11:23:37 time: 0.516 data_time: 0.070 memory: 19456 loss: 4.1465 2022/06/14 01:45:35 - mmengine - INFO - Epoch(train) [54][300/313] lr: 1.546e-03 eta: 11:22:40 time: 0.416 data_time: 0.077 memory: 19456 loss: 3.9464 2022/06/14 01:45:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:45:41 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/06/14 01:45:58 - mmengine - INFO - Epoch(val) [54][25/25] accuracy/top1: 0.1560 accuracy/top5: 0.6780 2022/06/14 01:46:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:46:54 - mmengine - INFO - Epoch(train) [55][100/313] lr: 1.543e-03 eta: 11:21:43 time: 0.511 data_time: 0.008 memory: 19456 loss: 4.3551 2022/06/14 01:47:46 - mmengine - INFO - Epoch(train) [55][200/313] lr: 1.543e-03 eta: 11:20:47 time: 0.508 data_time: 0.074 memory: 19456 loss: 4.1962 2022/06/14 01:48:38 - mmengine - INFO - Epoch(train) [55][300/313] lr: 1.543e-03 eta: 11:19:50 time: 0.610 data_time: 0.008 memory: 19456 loss: 3.8590 2022/06/14 01:48:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:48:45 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/06/14 01:49:01 - mmengine - INFO - Epoch(val) [55][25/25] accuracy/top1: 0.1780 accuracy/top5: 0.6800 2022/06/14 01:49:58 - mmengine - INFO - Epoch(train) [56][100/313] lr: 1.539e-03 eta: 11:18:56 time: 0.493 data_time: 0.011 memory: 19456 loss: 3.5114 2022/06/14 01:50:52 - mmengine - INFO - Epoch(train) [56][200/313] lr: 1.539e-03 eta: 11:18:07 time: 0.473 data_time: 0.008 memory: 19456 loss: 4.2782 2022/06/14 01:51:47 - mmengine - INFO - Epoch(train) [56][300/313] lr: 1.539e-03 eta: 11:17:22 time: 0.491 data_time: 0.008 memory: 19456 loss: 4.3218 2022/06/14 01:51:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:51:54 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/06/14 01:52:10 - mmengine - INFO - Epoch(val) [56][25/25] accuracy/top1: 0.1920 accuracy/top5: 0.6800 2022/06/14 01:53:05 - mmengine - INFO - Epoch(train) [57][100/313] lr: 1.536e-03 eta: 11:16:23 time: 0.471 data_time: 0.008 memory: 19456 loss: 3.9643 2022/06/14 01:53:57 - mmengine - INFO - Epoch(train) [57][200/313] lr: 1.536e-03 eta: 11:15:24 time: 0.415 data_time: 0.009 memory: 19456 loss: 3.9051 2022/06/14 01:54:49 - mmengine - INFO - Epoch(train) [57][300/313] lr: 1.536e-03 eta: 11:14:28 time: 0.416 data_time: 0.010 memory: 19456 loss: 4.2470 2022/06/14 01:54:56 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:54:56 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/06/14 01:55:12 - mmengine - INFO - Epoch(val) [57][25/25] accuracy/top1: 0.1840 accuracy/top5: 0.6920 2022/06/14 01:56:09 - mmengine - INFO - Epoch(train) [58][100/313] lr: 1.532e-03 eta: 11:13:32 time: 0.500 data_time: 0.067 memory: 19456 loss: 4.2311 2022/06/14 01:56:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:57:03 - mmengine - INFO - Epoch(train) [58][200/313] lr: 1.532e-03 eta: 11:12:44 time: 0.448 data_time: 0.134 memory: 19456 loss: 4.2470 2022/06/14 01:57:57 - mmengine - INFO - Epoch(train) [58][300/313] lr: 1.532e-03 eta: 11:11:54 time: 0.526 data_time: 0.137 memory: 19456 loss: 4.3029 2022/06/14 01:58:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 01:58:03 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/06/14 01:58:20 - mmengine - INFO - Epoch(val) [58][25/25] accuracy/top1: 0.1740 accuracy/top5: 0.7480 2022/06/14 01:59:17 - mmengine - INFO - Epoch(train) [59][100/313] lr: 1.529e-03 eta: 11:11:02 time: 0.551 data_time: 0.073 memory: 19456 loss: 3.9539 2022/06/14 02:00:14 - mmengine - INFO - Epoch(train) [59][200/313] lr: 1.529e-03 eta: 11:10:21 time: 0.521 data_time: 0.210 memory: 19456 loss: 3.9971 2022/06/14 02:01:07 - mmengine - INFO - Epoch(train) [59][300/313] lr: 1.529e-03 eta: 11:09:30 time: 0.483 data_time: 0.067 memory: 19456 loss: 3.9828 2022/06/14 02:01:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:01:14 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/06/14 02:01:34 - mmengine - INFO - Epoch(val) [59][25/25] accuracy/top1: 0.1840 accuracy/top5: 0.8200 2022/06/14 02:02:30 - mmengine - INFO - Epoch(train) [60][100/313] lr: 1.525e-03 eta: 11:08:34 time: 0.521 data_time: 0.070 memory: 19456 loss: 4.2630 2022/06/14 02:03:23 - mmengine - INFO - Epoch(train) [60][200/313] lr: 1.525e-03 eta: 11:07:39 time: 0.478 data_time: 0.077 memory: 19456 loss: 4.4635 2022/06/14 02:04:15 - mmengine - INFO - Epoch(train) [60][300/313] lr: 1.525e-03 eta: 11:06:41 time: 0.440 data_time: 0.069 memory: 19456 loss: 3.9625 2022/06/14 02:04:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:04:22 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/06/14 02:04:38 - mmengine - INFO - Epoch(val) [60][25/25] accuracy/top1: 0.2220 accuracy/top5: 0.8460 2022/06/14 02:05:35 - mmengine - INFO - Epoch(train) [61][100/313] lr: 1.521e-03 eta: 11:05:45 time: 0.497 data_time: 0.188 memory: 19456 loss: 4.0984 2022/06/14 02:06:29 - mmengine - INFO - Epoch(train) [61][200/313] lr: 1.521e-03 eta: 11:04:54 time: 0.456 data_time: 0.065 memory: 19456 loss: 4.3860 2022/06/14 02:06:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:07:22 - mmengine - INFO - Epoch(train) [61][300/313] lr: 1.521e-03 eta: 11:04:02 time: 0.497 data_time: 0.059 memory: 19456 loss: 4.2324 2022/06/14 02:07:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:07:29 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/06/14 02:07:45 - mmengine - INFO - Epoch(val) [61][25/25] accuracy/top1: 0.2460 accuracy/top5: 0.9080 2022/06/14 02:08:41 - mmengine - INFO - Epoch(train) [62][100/313] lr: 1.517e-03 eta: 11:03:03 time: 0.432 data_time: 0.009 memory: 19456 loss: 4.5361 2022/06/14 02:09:33 - mmengine - INFO - Epoch(train) [62][200/313] lr: 1.517e-03 eta: 11:02:08 time: 0.445 data_time: 0.082 memory: 19456 loss: 4.0743 2022/06/14 02:10:26 - mmengine - INFO - Epoch(train) [62][300/313] lr: 1.517e-03 eta: 11:01:12 time: 0.548 data_time: 0.069 memory: 19456 loss: 4.0025 2022/06/14 02:10:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:10:32 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/06/14 02:10:49 - mmengine - INFO - Epoch(val) [62][25/25] accuracy/top1: 0.2960 accuracy/top5: 1.0880 2022/06/14 02:11:45 - mmengine - INFO - Epoch(train) [63][100/313] lr: 1.513e-03 eta: 11:00:16 time: 0.415 data_time: 0.066 memory: 19456 loss: 4.0456 2022/06/14 02:12:39 - mmengine - INFO - Epoch(train) [63][200/313] lr: 1.513e-03 eta: 10:59:27 time: 0.479 data_time: 0.069 memory: 19456 loss: 4.3296 2022/06/14 02:13:31 - mmengine - INFO - Epoch(train) [63][300/313] lr: 1.513e-03 eta: 10:58:29 time: 0.433 data_time: 0.065 memory: 19456 loss: 4.2264 2022/06/14 02:13:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:13:38 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/06/14 02:13:54 - mmengine - INFO - Epoch(val) [63][25/25] accuracy/top1: 0.4320 accuracy/top5: 1.2760 2022/06/14 02:14:48 - mmengine - INFO - Epoch(train) [64][100/313] lr: 1.509e-03 eta: 10:57:25 time: 0.510 data_time: 0.073 memory: 19456 loss: 4.2471 2022/06/14 02:15:41 - mmengine - INFO - Epoch(train) [64][200/313] lr: 1.509e-03 eta: 10:56:29 time: 0.508 data_time: 0.010 memory: 19456 loss: 4.3259 2022/06/14 02:16:23 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:16:33 - mmengine - INFO - Epoch(train) [64][300/313] lr: 1.509e-03 eta: 10:55:31 time: 0.414 data_time: 0.060 memory: 19456 loss: 4.2563 2022/06/14 02:16:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:16:39 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/06/14 02:16:56 - mmengine - INFO - Epoch(val) [64][25/25] accuracy/top1: 0.5680 accuracy/top5: 1.5840 2022/06/14 02:17:51 - mmengine - INFO - Epoch(train) [65][100/313] lr: 1.505e-03 eta: 10:54:29 time: 0.526 data_time: 0.008 memory: 19456 loss: 4.0417 2022/06/14 02:18:43 - mmengine - INFO - Epoch(train) [65][200/313] lr: 1.505e-03 eta: 10:53:31 time: 0.413 data_time: 0.009 memory: 19456 loss: 4.2469 2022/06/14 02:19:35 - mmengine - INFO - Epoch(train) [65][300/313] lr: 1.505e-03 eta: 10:52:35 time: 0.508 data_time: 0.008 memory: 19456 loss: 4.1674 2022/06/14 02:19:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:19:42 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/06/14 02:20:11 - mmengine - INFO - Epoch(val) [65][25/25] accuracy/top1: 0.7820 accuracy/top5: 2.0360 2022/06/14 02:21:07 - mmengine - INFO - Epoch(train) [66][100/313] lr: 1.501e-03 eta: 10:51:37 time: 0.530 data_time: 0.008 memory: 19456 loss: 4.2302 2022/06/14 02:22:01 - mmengine - INFO - Epoch(train) [66][200/313] lr: 1.501e-03 eta: 10:50:45 time: 0.479 data_time: 0.009 memory: 19456 loss: 4.1050 2022/06/14 02:22:54 - mmengine - INFO - Epoch(train) [66][300/313] lr: 1.501e-03 eta: 10:49:52 time: 0.496 data_time: 0.008 memory: 19456 loss: 3.7887 2022/06/14 02:23:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:23:01 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/06/14 02:23:16 - mmengine - INFO - Epoch(val) [66][25/25] accuracy/top1: 1.1620 accuracy/top5: 2.7900 2022/06/14 02:24:14 - mmengine - INFO - Epoch(train) [67][100/313] lr: 1.496e-03 eta: 10:49:00 time: 0.502 data_time: 0.082 memory: 19456 loss: 3.9729 2022/06/14 02:25:07 - mmengine - INFO - Epoch(train) [67][200/313] lr: 1.496e-03 eta: 10:48:08 time: 0.485 data_time: 0.076 memory: 19456 loss: 4.0417 2022/06/14 02:26:01 - mmengine - INFO - Epoch(train) [67][300/313] lr: 1.496e-03 eta: 10:47:14 time: 0.516 data_time: 0.073 memory: 19456 loss: 3.9475 2022/06/14 02:26:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:26:07 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/06/14 02:26:24 - mmengine - INFO - Epoch(val) [67][25/25] accuracy/top1: 1.8160 accuracy/top5: 4.1060 2022/06/14 02:26:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:27:20 - mmengine - INFO - Epoch(train) [68][100/313] lr: 1.492e-03 eta: 10:46:16 time: 0.497 data_time: 0.071 memory: 19456 loss: 4.1977 2022/06/14 02:28:11 - mmengine - INFO - Epoch(train) [68][200/313] lr: 1.492e-03 eta: 10:45:17 time: 0.529 data_time: 0.060 memory: 19456 loss: 4.3450 2022/06/14 02:29:04 - mmengine - INFO - Epoch(train) [68][300/313] lr: 1.492e-03 eta: 10:44:21 time: 0.515 data_time: 0.072 memory: 19456 loss: 3.5477 2022/06/14 02:29:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:29:10 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/06/14 02:29:28 - mmengine - INFO - Epoch(val) [68][25/25] accuracy/top1: 2.8700 accuracy/top5: 6.1000 2022/06/14 02:30:24 - mmengine - INFO - Epoch(train) [69][100/313] lr: 1.487e-03 eta: 10:43:25 time: 0.528 data_time: 0.073 memory: 19456 loss: 4.3917 2022/06/14 02:31:17 - mmengine - INFO - Epoch(train) [69][200/313] lr: 1.487e-03 eta: 10:42:31 time: 0.503 data_time: 0.078 memory: 19456 loss: 3.9394 2022/06/14 02:32:11 - mmengine - INFO - Epoch(train) [69][300/313] lr: 1.487e-03 eta: 10:41:39 time: 0.540 data_time: 0.083 memory: 19456 loss: 4.1100 2022/06/14 02:32:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:32:17 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/06/14 02:32:33 - mmengine - INFO - Epoch(val) [69][25/25] accuracy/top1: 4.3840 accuracy/top5: 8.6300 2022/06/14 02:33:29 - mmengine - INFO - Epoch(train) [70][100/313] lr: 1.483e-03 eta: 10:40:41 time: 0.487 data_time: 0.008 memory: 19456 loss: 4.2620 2022/06/14 02:34:23 - mmengine - INFO - Epoch(train) [70][200/313] lr: 1.483e-03 eta: 10:39:49 time: 0.564 data_time: 0.009 memory: 19456 loss: 3.9755 2022/06/14 02:35:16 - mmengine - INFO - Epoch(train) [70][300/313] lr: 1.483e-03 eta: 10:38:55 time: 0.442 data_time: 0.100 memory: 19456 loss: 4.0484 2022/06/14 02:35:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:35:22 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/06/14 02:35:39 - mmengine - INFO - Epoch(val) [70][25/25] accuracy/top1: 5.7100 accuracy/top5: 11.4040 2022/06/14 02:36:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:36:35 - mmengine - INFO - Epoch(train) [71][100/313] lr: 1.478e-03 eta: 10:37:56 time: 0.485 data_time: 0.073 memory: 19456 loss: 4.1984 2022/06/14 02:37:28 - mmengine - INFO - Epoch(train) [71][200/313] lr: 1.478e-03 eta: 10:37:03 time: 0.452 data_time: 0.066 memory: 19456 loss: 3.9642 2022/06/14 02:38:20 - mmengine - INFO - Epoch(train) [71][300/313] lr: 1.478e-03 eta: 10:36:06 time: 0.521 data_time: 0.052 memory: 19456 loss: 4.2040 2022/06/14 02:38:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:38:27 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/06/14 02:38:44 - mmengine - INFO - Epoch(val) [71][25/25] accuracy/top1: 7.1960 accuracy/top5: 14.0720 2022/06/14 02:39:40 - mmengine - INFO - Epoch(train) [72][100/313] lr: 1.473e-03 eta: 10:35:10 time: 0.500 data_time: 0.083 memory: 19456 loss: 4.1047 2022/06/14 02:40:32 - mmengine - INFO - Epoch(train) [72][200/313] lr: 1.473e-03 eta: 10:34:12 time: 0.478 data_time: 0.067 memory: 19456 loss: 4.1793 2022/06/14 02:41:25 - mmengine - INFO - Epoch(train) [72][300/313] lr: 1.473e-03 eta: 10:33:18 time: 0.415 data_time: 0.072 memory: 19456 loss: 4.0306 2022/06/14 02:41:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:41:31 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/06/14 02:41:49 - mmengine - INFO - Epoch(val) [72][25/25] accuracy/top1: 8.3520 accuracy/top5: 16.1720 2022/06/14 02:42:44 - mmengine - INFO - Epoch(train) [73][100/313] lr: 1.468e-03 eta: 10:32:19 time: 0.512 data_time: 0.055 memory: 19456 loss: 3.9402 2022/06/14 02:43:37 - mmengine - INFO - Epoch(train) [73][200/313] lr: 1.468e-03 eta: 10:31:25 time: 0.415 data_time: 0.053 memory: 19456 loss: 4.1365 2022/06/14 02:44:29 - mmengine - INFO - Epoch(train) [73][300/313] lr: 1.468e-03 eta: 10:30:29 time: 0.413 data_time: 0.059 memory: 19456 loss: 4.0368 2022/06/14 02:44:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:44:36 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/06/14 02:44:52 - mmengine - INFO - Epoch(val) [73][25/25] accuracy/top1: 9.2980 accuracy/top5: 17.8500 2022/06/14 02:45:48 - mmengine - INFO - Epoch(train) [74][100/313] lr: 1.464e-03 eta: 10:29:31 time: 0.493 data_time: 0.010 memory: 19456 loss: 3.7019 2022/06/14 02:46:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:46:42 - mmengine - INFO - Epoch(train) [74][200/313] lr: 1.464e-03 eta: 10:28:39 time: 0.509 data_time: 0.008 memory: 19456 loss: 3.8856 2022/06/14 02:47:34 - mmengine - INFO - Epoch(train) [74][300/313] lr: 1.464e-03 eta: 10:27:44 time: 0.490 data_time: 0.009 memory: 19456 loss: 4.1030 2022/06/14 02:47:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:47:41 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/06/14 02:47:57 - mmengine - INFO - Epoch(val) [74][25/25] accuracy/top1: 10.1900 accuracy/top5: 19.3120 2022/06/14 02:48:53 - mmengine - INFO - Epoch(train) [75][100/313] lr: 1.458e-03 eta: 10:26:44 time: 0.490 data_time: 0.078 memory: 19456 loss: 3.8092 2022/06/14 02:49:46 - mmengine - INFO - Epoch(train) [75][200/313] lr: 1.458e-03 eta: 10:25:51 time: 0.464 data_time: 0.098 memory: 19456 loss: 3.9073 2022/06/14 02:50:39 - mmengine - INFO - Epoch(train) [75][300/313] lr: 1.458e-03 eta: 10:24:57 time: 0.481 data_time: 0.071 memory: 19456 loss: 3.9252 2022/06/14 02:50:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:50:46 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/06/14 02:51:02 - mmengine - INFO - Epoch(val) [75][25/25] accuracy/top1: 11.4560 accuracy/top5: 21.1360 2022/06/14 02:51:57 - mmengine - INFO - Epoch(train) [76][100/313] lr: 1.453e-03 eta: 10:23:56 time: 0.426 data_time: 0.008 memory: 19456 loss: 3.9683 2022/06/14 02:52:49 - mmengine - INFO - Epoch(train) [76][200/313] lr: 1.453e-03 eta: 10:23:00 time: 0.408 data_time: 0.060 memory: 19456 loss: 4.0318 2022/06/14 02:53:42 - mmengine - INFO - Epoch(train) [76][300/313] lr: 1.453e-03 eta: 10:22:03 time: 0.497 data_time: 0.009 memory: 19456 loss: 3.8287 2022/06/14 02:53:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:53:48 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/06/14 02:54:05 - mmengine - INFO - Epoch(val) [76][25/25] accuracy/top1: 13.1080 accuracy/top5: 23.5940 2022/06/14 02:55:00 - mmengine - INFO - Epoch(train) [77][100/313] lr: 1.448e-03 eta: 10:21:04 time: 0.493 data_time: 0.056 memory: 19456 loss: 3.8987 2022/06/14 02:55:52 - mmengine - INFO - Epoch(train) [77][200/313] lr: 1.448e-03 eta: 10:20:06 time: 0.478 data_time: 0.058 memory: 19456 loss: 3.6912 2022/06/14 02:55:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:56:45 - mmengine - INFO - Epoch(train) [77][300/313] lr: 1.448e-03 eta: 10:19:14 time: 0.498 data_time: 0.060 memory: 19456 loss: 4.0616 2022/06/14 02:56:52 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:56:52 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/06/14 02:57:08 - mmengine - INFO - Epoch(val) [77][25/25] accuracy/top1: 15.4180 accuracy/top5: 27.0280 2022/06/14 02:58:05 - mmengine - INFO - Epoch(train) [78][100/313] lr: 1.443e-03 eta: 10:18:19 time: 0.565 data_time: 0.078 memory: 19456 loss: 4.0828 2022/06/14 02:58:59 - mmengine - INFO - Epoch(train) [78][200/313] lr: 1.443e-03 eta: 10:17:27 time: 0.528 data_time: 0.083 memory: 19456 loss: 4.0829 2022/06/14 02:59:52 - mmengine - INFO - Epoch(train) [78][300/313] lr: 1.443e-03 eta: 10:16:33 time: 0.517 data_time: 0.075 memory: 19456 loss: 4.1992 2022/06/14 02:59:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 02:59:58 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/06/14 03:00:14 - mmengine - INFO - Epoch(val) [78][25/25] accuracy/top1: 18.3860 accuracy/top5: 31.0660 2022/06/14 03:01:10 - mmengine - INFO - Epoch(train) [79][100/313] lr: 1.438e-03 eta: 10:15:37 time: 0.429 data_time: 0.008 memory: 19456 loss: 3.8136 2022/06/14 03:02:05 - mmengine - INFO - Epoch(train) [79][200/313] lr: 1.438e-03 eta: 10:14:47 time: 0.424 data_time: 0.072 memory: 19456 loss: 4.0546 2022/06/14 03:03:00 - mmengine - INFO - Epoch(train) [79][300/313] lr: 1.438e-03 eta: 10:14:00 time: 0.438 data_time: 0.008 memory: 19456 loss: 3.9569 2022/06/14 03:03:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:03:06 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/06/14 03:03:23 - mmengine - INFO - Epoch(val) [79][25/25] accuracy/top1: 21.5040 accuracy/top5: 35.3840 2022/06/14 03:04:19 - mmengine - INFO - Epoch(train) [80][100/313] lr: 1.432e-03 eta: 10:13:05 time: 0.512 data_time: 0.060 memory: 19456 loss: 3.7568 2022/06/14 03:05:12 - mmengine - INFO - Epoch(train) [80][200/313] lr: 1.432e-03 eta: 10:12:09 time: 0.517 data_time: 0.063 memory: 19456 loss: 4.0646 2022/06/14 03:05:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:06:03 - mmengine - INFO - Epoch(train) [80][300/313] lr: 1.432e-03 eta: 10:11:12 time: 0.408 data_time: 0.052 memory: 19456 loss: 4.0361 2022/06/14 03:06:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:06:10 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/06/14 03:06:26 - mmengine - INFO - Epoch(val) [80][25/25] accuracy/top1: 24.9100 accuracy/top5: 40.0640 2022/06/14 03:07:22 - mmengine - INFO - Epoch(train) [81][100/313] lr: 1.427e-03 eta: 10:10:14 time: 0.429 data_time: 0.076 memory: 19456 loss: 4.2300 2022/06/14 03:08:16 - mmengine - INFO - Epoch(train) [81][200/313] lr: 1.427e-03 eta: 10:09:21 time: 0.426 data_time: 0.065 memory: 19456 loss: 3.8580 2022/06/14 03:09:10 - mmengine - INFO - Epoch(train) [81][300/313] lr: 1.427e-03 eta: 10:08:30 time: 0.528 data_time: 0.066 memory: 19456 loss: 3.7064 2022/06/14 03:09:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:09:16 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/06/14 03:09:32 - mmengine - INFO - Epoch(val) [81][25/25] accuracy/top1: 28.5760 accuracy/top5: 44.8320 2022/06/14 03:10:29 - mmengine - INFO - Epoch(train) [82][100/313] lr: 1.421e-03 eta: 10:07:34 time: 0.510 data_time: 0.074 memory: 19456 loss: 4.0421 2022/06/14 03:11:23 - mmengine - INFO - Epoch(train) [82][200/313] lr: 1.421e-03 eta: 10:06:43 time: 0.551 data_time: 0.069 memory: 19456 loss: 3.8719 2022/06/14 03:12:16 - mmengine - INFO - Epoch(train) [82][300/313] lr: 1.421e-03 eta: 10:05:48 time: 0.473 data_time: 0.078 memory: 19456 loss: 3.9645 2022/06/14 03:12:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:12:22 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/06/14 03:12:42 - mmengine - INFO - Epoch(val) [82][25/25] accuracy/top1: 32.1260 accuracy/top5: 49.6340 2022/06/14 03:13:36 - mmengine - INFO - Epoch(train) [83][100/313] lr: 1.415e-03 eta: 10:04:44 time: 0.503 data_time: 0.069 memory: 19456 loss: 3.6319 2022/06/14 03:14:27 - mmengine - INFO - Epoch(train) [83][200/313] lr: 1.415e-03 eta: 10:03:45 time: 0.514 data_time: 0.066 memory: 19456 loss: 4.2847 2022/06/14 03:15:18 - mmengine - INFO - Epoch(train) [83][300/313] lr: 1.415e-03 eta: 10:02:45 time: 0.539 data_time: 0.079 memory: 19456 loss: 3.9641 2022/06/14 03:15:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:15:24 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/06/14 03:15:44 - mmengine - INFO - Epoch(val) [83][25/25] accuracy/top1: 35.7140 accuracy/top5: 54.2480 2022/06/14 03:15:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:16:41 - mmengine - INFO - Epoch(train) [84][100/313] lr: 1.410e-03 eta: 10:01:49 time: 0.531 data_time: 0.082 memory: 19456 loss: 3.8150 2022/06/14 03:17:32 - mmengine - INFO - Epoch(train) [84][200/313] lr: 1.410e-03 eta: 10:00:52 time: 0.407 data_time: 0.067 memory: 19456 loss: 3.9682 2022/06/14 03:18:26 - mmengine - INFO - Epoch(train) [84][300/313] lr: 1.410e-03 eta: 10:00:01 time: 0.503 data_time: 0.084 memory: 19456 loss: 3.8417 2022/06/14 03:18:33 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:18:33 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/06/14 03:18:49 - mmengine - INFO - Epoch(val) [84][25/25] accuracy/top1: 38.9160 accuracy/top5: 58.2980 2022/06/14 03:19:44 - mmengine - INFO - Epoch(train) [85][100/313] lr: 1.404e-03 eta: 9:59:01 time: 0.458 data_time: 0.008 memory: 19456 loss: 4.0166 2022/06/14 03:20:37 - mmengine - INFO - Epoch(train) [85][200/313] lr: 1.404e-03 eta: 9:58:06 time: 0.534 data_time: 0.011 memory: 19456 loss: 4.0878 2022/06/14 03:21:29 - mmengine - INFO - Epoch(train) [85][300/313] lr: 1.404e-03 eta: 9:57:11 time: 0.417 data_time: 0.008 memory: 19456 loss: 4.1542 2022/06/14 03:21:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:21:36 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/06/14 03:21:51 - mmengine - INFO - Epoch(val) [85][25/25] accuracy/top1: 41.8720 accuracy/top5: 62.3740 2022/06/14 03:22:49 - mmengine - INFO - Epoch(train) [86][100/313] lr: 1.398e-03 eta: 9:56:15 time: 0.521 data_time: 0.008 memory: 19456 loss: 4.1114 2022/06/14 03:23:43 - mmengine - INFO - Epoch(train) [86][200/313] lr: 1.398e-03 eta: 9:55:24 time: 0.434 data_time: 0.009 memory: 19456 loss: 4.0181 2022/06/14 03:24:36 - mmengine - INFO - Epoch(train) [86][300/313] lr: 1.398e-03 eta: 9:54:32 time: 0.430 data_time: 0.009 memory: 19456 loss: 3.9691 2022/06/14 03:24:43 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:24:43 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/06/14 03:24:59 - mmengine - INFO - Epoch(val) [86][25/25] accuracy/top1: 44.8720 accuracy/top5: 65.7180 2022/06/14 03:25:44 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:25:53 - mmengine - INFO - Epoch(train) [87][100/313] lr: 1.392e-03 eta: 9:53:30 time: 0.426 data_time: 0.059 memory: 19456 loss: 4.0716 2022/06/14 03:26:45 - mmengine - INFO - Epoch(train) [87][200/313] lr: 1.392e-03 eta: 9:52:32 time: 0.441 data_time: 0.067 memory: 19456 loss: 3.8510 2022/06/14 03:27:36 - mmengine - INFO - Epoch(train) [87][300/313] lr: 1.392e-03 eta: 9:51:35 time: 0.502 data_time: 0.072 memory: 19456 loss: 3.9174 2022/06/14 03:27:43 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:27:43 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/06/14 03:27:58 - mmengine - INFO - Epoch(val) [87][25/25] accuracy/top1: 47.4400 accuracy/top5: 68.7160 2022/06/14 03:28:55 - mmengine - INFO - Epoch(train) [88][100/313] lr: 1.386e-03 eta: 9:50:36 time: 0.425 data_time: 0.009 memory: 19456 loss: 4.3310 2022/06/14 03:29:48 - mmengine - INFO - Epoch(train) [88][200/313] lr: 1.386e-03 eta: 9:49:44 time: 0.512 data_time: 0.008 memory: 19456 loss: 3.9157 2022/06/14 03:30:40 - mmengine - INFO - Epoch(train) [88][300/313] lr: 1.386e-03 eta: 9:48:47 time: 0.415 data_time: 0.011 memory: 19456 loss: 3.6471 2022/06/14 03:30:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:30:46 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/06/14 03:31:03 - mmengine - INFO - Epoch(val) [88][25/25] accuracy/top1: 49.6520 accuracy/top5: 71.2280 2022/06/14 03:32:00 - mmengine - INFO - Epoch(train) [89][100/313] lr: 1.380e-03 eta: 9:47:52 time: 0.413 data_time: 0.078 memory: 19456 loss: 4.0244 2022/06/14 03:32:54 - mmengine - INFO - Epoch(train) [89][200/313] lr: 1.380e-03 eta: 9:46:59 time: 0.410 data_time: 0.067 memory: 19456 loss: 3.8151 2022/06/14 03:33:48 - mmengine - INFO - Epoch(train) [89][300/313] lr: 1.380e-03 eta: 9:46:08 time: 0.426 data_time: 0.097 memory: 19456 loss: 4.0478 2022/06/14 03:33:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:33:54 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/06/14 03:34:10 - mmengine - INFO - Epoch(val) [89][25/25] accuracy/top1: 51.7060 accuracy/top5: 73.5320 2022/06/14 03:35:06 - mmengine - INFO - Epoch(train) [90][100/313] lr: 1.373e-03 eta: 9:45:09 time: 0.535 data_time: 0.084 memory: 19456 loss: 4.2822 2022/06/14 03:35:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:35:59 - mmengine - INFO - Epoch(train) [90][200/313] lr: 1.373e-03 eta: 9:44:16 time: 0.500 data_time: 0.071 memory: 19456 loss: 3.8252 2022/06/14 03:36:52 - mmengine - INFO - Epoch(train) [90][300/313] lr: 1.373e-03 eta: 9:43:21 time: 0.499 data_time: 0.091 memory: 19456 loss: 3.7349 2022/06/14 03:36:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:36:58 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/06/14 03:37:14 - mmengine - INFO - Epoch(val) [90][25/25] accuracy/top1: 53.7840 accuracy/top5: 75.5100 2022/06/14 03:38:09 - mmengine - INFO - Epoch(train) [91][100/313] lr: 1.367e-03 eta: 9:42:21 time: 0.474 data_time: 0.069 memory: 19456 loss: 3.9751 2022/06/14 03:39:01 - mmengine - INFO - Epoch(train) [91][200/313] lr: 1.367e-03 eta: 9:41:25 time: 0.511 data_time: 0.061 memory: 19456 loss: 3.8948 2022/06/14 03:39:54 - mmengine - INFO - Epoch(train) [91][300/313] lr: 1.367e-03 eta: 9:40:30 time: 0.498 data_time: 0.052 memory: 19456 loss: 4.0483 2022/06/14 03:40:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:40:00 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/06/14 03:40:17 - mmengine - INFO - Epoch(val) [91][25/25] accuracy/top1: 55.5800 accuracy/top5: 77.2480 2022/06/14 03:41:12 - mmengine - INFO - Epoch(train) [92][100/313] lr: 1.361e-03 eta: 9:39:30 time: 0.505 data_time: 0.077 memory: 19456 loss: 3.9295 2022/06/14 03:42:05 - mmengine - INFO - Epoch(train) [92][200/313] lr: 1.361e-03 eta: 9:38:35 time: 0.405 data_time: 0.055 memory: 19456 loss: 4.0105 2022/06/14 03:42:57 - mmengine - INFO - Epoch(train) [92][300/313] lr: 1.361e-03 eta: 9:37:40 time: 0.520 data_time: 0.059 memory: 19456 loss: 3.8241 2022/06/14 03:43:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:43:04 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/06/14 03:43:24 - mmengine - INFO - Epoch(val) [92][25/25] accuracy/top1: 57.2320 accuracy/top5: 78.8260 2022/06/14 03:44:21 - mmengine - INFO - Epoch(train) [93][100/313] lr: 1.354e-03 eta: 9:36:45 time: 0.509 data_time: 0.070 memory: 19456 loss: 3.9139 2022/06/14 03:45:15 - mmengine - INFO - Epoch(train) [93][200/313] lr: 1.354e-03 eta: 9:35:53 time: 0.497 data_time: 0.065 memory: 19456 loss: 4.0973 2022/06/14 03:45:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:46:08 - mmengine - INFO - Epoch(train) [93][300/313] lr: 1.354e-03 eta: 9:35:01 time: 0.451 data_time: 0.059 memory: 19456 loss: 4.0400 2022/06/14 03:46:15 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:46:15 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/06/14 03:46:34 - mmengine - INFO - Epoch(val) [93][25/25] accuracy/top1: 58.7780 accuracy/top5: 80.3480 2022/06/14 03:47:30 - mmengine - INFO - Epoch(train) [94][100/313] lr: 1.348e-03 eta: 9:34:03 time: 0.513 data_time: 0.075 memory: 19456 loss: 4.0357 2022/06/14 03:48:23 - mmengine - INFO - Epoch(train) [94][200/313] lr: 1.348e-03 eta: 9:33:09 time: 0.426 data_time: 0.096 memory: 19456 loss: 4.0081 2022/06/14 03:49:16 - mmengine - INFO - Epoch(train) [94][300/313] lr: 1.348e-03 eta: 9:32:14 time: 0.486 data_time: 0.009 memory: 19456 loss: 3.8464 2022/06/14 03:49:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:49:22 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/06/14 03:49:38 - mmengine - INFO - Epoch(val) [94][25/25] accuracy/top1: 60.0160 accuracy/top5: 81.5660 2022/06/14 03:50:34 - mmengine - INFO - Epoch(train) [95][100/313] lr: 1.341e-03 eta: 9:31:15 time: 0.510 data_time: 0.066 memory: 19456 loss: 4.0155 2022/06/14 03:51:26 - mmengine - INFO - Epoch(train) [95][200/313] lr: 1.341e-03 eta: 9:30:19 time: 0.407 data_time: 0.070 memory: 19456 loss: 4.1459 2022/06/14 03:52:19 - mmengine - INFO - Epoch(train) [95][300/313] lr: 1.341e-03 eta: 9:29:26 time: 0.507 data_time: 0.068 memory: 19456 loss: 4.0615 2022/06/14 03:52:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:52:25 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/06/14 03:52:42 - mmengine - INFO - Epoch(val) [95][25/25] accuracy/top1: 61.3720 accuracy/top5: 82.6360 2022/06/14 03:53:37 - mmengine - INFO - Epoch(train) [96][100/313] lr: 1.335e-03 eta: 9:28:26 time: 0.423 data_time: 0.012 memory: 19456 loss: 4.2487 2022/06/14 03:54:31 - mmengine - INFO - Epoch(train) [96][200/313] lr: 1.335e-03 eta: 9:27:34 time: 0.458 data_time: 0.081 memory: 19456 loss: 3.6767 2022/06/14 03:55:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:55:25 - mmengine - INFO - Epoch(train) [96][300/313] lr: 1.335e-03 eta: 9:26:42 time: 0.502 data_time: 0.009 memory: 19456 loss: 3.8896 2022/06/14 03:55:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:55:31 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/06/14 03:55:48 - mmengine - INFO - Epoch(val) [96][25/25] accuracy/top1: 62.5160 accuracy/top5: 83.7420 2022/06/14 03:56:44 - mmengine - INFO - Epoch(train) [97][100/313] lr: 1.328e-03 eta: 9:25:44 time: 0.505 data_time: 0.010 memory: 19456 loss: 3.9874 2022/06/14 03:57:38 - mmengine - INFO - Epoch(train) [97][200/313] lr: 1.328e-03 eta: 9:24:51 time: 0.502 data_time: 0.008 memory: 19456 loss: 4.1789 2022/06/14 03:58:31 - mmengine - INFO - Epoch(train) [97][300/313] lr: 1.328e-03 eta: 9:23:59 time: 0.470 data_time: 0.012 memory: 19456 loss: 4.0402 2022/06/14 03:58:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 03:58:38 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/06/14 03:58:54 - mmengine - INFO - Epoch(val) [97][25/25] accuracy/top1: 63.5520 accuracy/top5: 84.7120 2022/06/14 03:59:52 - mmengine - INFO - Epoch(train) [98][100/313] lr: 1.321e-03 eta: 9:23:04 time: 0.511 data_time: 0.078 memory: 19456 loss: 3.9706 2022/06/14 04:00:45 - mmengine - INFO - Epoch(train) [98][200/313] lr: 1.321e-03 eta: 9:22:11 time: 0.511 data_time: 0.076 memory: 19456 loss: 3.9603 2022/06/14 04:01:39 - mmengine - INFO - Epoch(train) [98][300/313] lr: 1.321e-03 eta: 9:21:18 time: 0.472 data_time: 0.073 memory: 19456 loss: 4.0182 2022/06/14 04:01:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:01:45 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/06/14 04:02:01 - mmengine - INFO - Epoch(val) [98][25/25] accuracy/top1: 64.4400 accuracy/top5: 85.5240 2022/06/14 04:02:58 - mmengine - INFO - Epoch(train) [99][100/313] lr: 1.314e-03 eta: 9:20:21 time: 0.464 data_time: 0.081 memory: 19456 loss: 4.1656 2022/06/14 04:03:50 - mmengine - INFO - Epoch(train) [99][200/313] lr: 1.314e-03 eta: 9:19:26 time: 0.413 data_time: 0.080 memory: 19456 loss: 3.7298 2022/06/14 04:04:43 - mmengine - INFO - Epoch(train) [99][300/313] lr: 1.314e-03 eta: 9:18:32 time: 0.419 data_time: 0.080 memory: 19456 loss: 3.9925 2022/06/14 04:04:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:04:50 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/06/14 04:05:09 - mmengine - INFO - Epoch(val) [99][25/25] accuracy/top1: 65.2300 accuracy/top5: 86.1480 2022/06/14 04:05:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:06:04 - mmengine - INFO - Epoch(train) [100][100/313] lr: 1.308e-03 eta: 9:17:32 time: 0.510 data_time: 0.065 memory: 19456 loss: 4.2250 2022/06/14 04:06:57 - mmengine - INFO - Epoch(train) [100][200/313] lr: 1.308e-03 eta: 9:16:38 time: 0.518 data_time: 0.067 memory: 19456 loss: 3.9790 2022/06/14 04:07:50 - mmengine - INFO - Epoch(train) [100][300/313] lr: 1.308e-03 eta: 9:15:44 time: 0.530 data_time: 0.068 memory: 19456 loss: 4.1282 2022/06/14 04:07:56 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:07:56 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/06/14 04:08:14 - mmengine - INFO - Epoch(val) [100][25/25] accuracy/top1: 66.0320 accuracy/top5: 86.7820 2022/06/14 04:09:11 - mmengine - INFO - Epoch(train) [101][100/313] lr: 1.301e-03 eta: 9:14:48 time: 0.513 data_time: 0.009 memory: 19456 loss: 4.2575 2022/06/14 04:10:03 - mmengine - INFO - Epoch(train) [101][200/313] lr: 1.301e-03 eta: 9:13:53 time: 0.471 data_time: 0.008 memory: 19456 loss: 3.8885 2022/06/14 04:10:56 - mmengine - INFO - Epoch(train) [101][300/313] lr: 1.301e-03 eta: 9:12:59 time: 0.508 data_time: 0.008 memory: 19456 loss: 3.8572 2022/06/14 04:11:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:11:02 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/06/14 04:11:19 - mmengine - INFO - Epoch(val) [101][25/25] accuracy/top1: 66.7940 accuracy/top5: 87.3960 2022/06/14 04:12:15 - mmengine - INFO - Epoch(train) [102][100/313] lr: 1.294e-03 eta: 9:12:00 time: 0.537 data_time: 0.080 memory: 19456 loss: 3.8861 2022/06/14 04:13:08 - mmengine - INFO - Epoch(train) [102][200/313] lr: 1.294e-03 eta: 9:11:08 time: 0.494 data_time: 0.085 memory: 19456 loss: 3.8978 2022/06/14 04:14:01 - mmengine - INFO - Epoch(train) [102][300/313] lr: 1.294e-03 eta: 9:10:14 time: 0.507 data_time: 0.082 memory: 19456 loss: 3.5344 2022/06/14 04:14:08 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:14:08 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/06/14 04:14:25 - mmengine - INFO - Epoch(val) [102][25/25] accuracy/top1: 67.4840 accuracy/top5: 87.8980 2022/06/14 04:15:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:15:21 - mmengine - INFO - Epoch(train) [103][100/313] lr: 1.287e-03 eta: 9:09:15 time: 0.516 data_time: 0.103 memory: 19456 loss: 4.0687 2022/06/14 04:16:14 - mmengine - INFO - Epoch(train) [103][200/313] lr: 1.287e-03 eta: 9:08:21 time: 0.478 data_time: 0.076 memory: 19456 loss: 3.7263 2022/06/14 04:17:06 - mmengine - INFO - Epoch(train) [103][300/313] lr: 1.287e-03 eta: 9:07:26 time: 0.405 data_time: 0.077 memory: 19456 loss: 3.8640 2022/06/14 04:17:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:17:13 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/06/14 04:17:28 - mmengine - INFO - Epoch(val) [103][25/25] accuracy/top1: 68.0940 accuracy/top5: 88.3200 2022/06/14 04:18:24 - mmengine - INFO - Epoch(train) [104][100/313] lr: 1.279e-03 eta: 9:06:26 time: 0.538 data_time: 0.065 memory: 19456 loss: 3.7141 2022/06/14 04:19:16 - mmengine - INFO - Epoch(train) [104][200/313] lr: 1.279e-03 eta: 9:05:31 time: 0.574 data_time: 0.099 memory: 19456 loss: 3.4061 2022/06/14 04:20:10 - mmengine - INFO - Epoch(train) [104][300/313] lr: 1.279e-03 eta: 9:04:39 time: 0.496 data_time: 0.090 memory: 19456 loss: 4.0676 2022/06/14 04:20:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:20:16 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/06/14 04:20:32 - mmengine - INFO - Epoch(val) [104][25/25] accuracy/top1: 68.7300 accuracy/top5: 88.7760 2022/06/14 04:21:28 - mmengine - INFO - Epoch(train) [105][100/313] lr: 1.272e-03 eta: 9:03:40 time: 0.413 data_time: 0.082 memory: 19456 loss: 3.8175 2022/06/14 04:22:20 - mmengine - INFO - Epoch(train) [105][200/313] lr: 1.272e-03 eta: 9:02:45 time: 0.498 data_time: 0.081 memory: 19456 loss: 3.6865 2022/06/14 04:23:13 - mmengine - INFO - Epoch(train) [105][300/313] lr: 1.272e-03 eta: 9:01:51 time: 0.514 data_time: 0.088 memory: 19456 loss: 3.7126 2022/06/14 04:23:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:23:20 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/06/14 04:23:36 - mmengine - INFO - Epoch(val) [105][25/25] accuracy/top1: 69.2780 accuracy/top5: 89.1700 2022/06/14 04:24:32 - mmengine - INFO - Epoch(train) [106][100/313] lr: 1.265e-03 eta: 9:00:53 time: 0.481 data_time: 0.080 memory: 19456 loss: 3.4797 2022/06/14 04:24:51 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:25:25 - mmengine - INFO - Epoch(train) [106][200/313] lr: 1.265e-03 eta: 8:59:59 time: 0.425 data_time: 0.114 memory: 19456 loss: 3.5219 2022/06/14 04:26:18 - mmengine - INFO - Epoch(train) [106][300/313] lr: 1.265e-03 eta: 8:59:04 time: 0.517 data_time: 0.142 memory: 19456 loss: 3.7215 2022/06/14 04:26:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:26:24 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/06/14 04:26:41 - mmengine - INFO - Epoch(val) [106][25/25] accuracy/top1: 69.7620 accuracy/top5: 89.5220 2022/06/14 04:27:38 - mmengine - INFO - Epoch(train) [107][100/313] lr: 1.258e-03 eta: 8:58:08 time: 0.498 data_time: 0.076 memory: 19456 loss: 3.6648 2022/06/14 04:28:31 - mmengine - INFO - Epoch(train) [107][200/313] lr: 1.258e-03 eta: 8:57:14 time: 0.410 data_time: 0.077 memory: 19456 loss: 4.0564 2022/06/14 04:29:24 - mmengine - INFO - Epoch(train) [107][300/313] lr: 1.258e-03 eta: 8:56:20 time: 0.408 data_time: 0.075 memory: 19456 loss: 3.4172 2022/06/14 04:29:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:29:30 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/06/14 04:29:47 - mmengine - INFO - Epoch(val) [107][25/25] accuracy/top1: 70.2120 accuracy/top5: 89.7880 2022/06/14 04:30:43 - mmengine - INFO - Epoch(train) [108][100/313] lr: 1.250e-03 eta: 8:55:21 time: 0.408 data_time: 0.068 memory: 19456 loss: 3.8768 2022/06/14 04:31:35 - mmengine - INFO - Epoch(train) [108][200/313] lr: 1.250e-03 eta: 8:54:26 time: 0.520 data_time: 0.072 memory: 19456 loss: 3.7210 2022/06/14 04:32:30 - mmengine - INFO - Epoch(train) [108][300/313] lr: 1.250e-03 eta: 8:53:35 time: 0.409 data_time: 0.079 memory: 19456 loss: 3.5836 2022/06/14 04:32:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:32:36 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/06/14 04:32:53 - mmengine - INFO - Epoch(val) [108][25/25] accuracy/top1: 70.6280 accuracy/top5: 90.0700 2022/06/14 04:33:48 - mmengine - INFO - Epoch(train) [109][100/313] lr: 1.243e-03 eta: 8:52:34 time: 0.489 data_time: 0.055 memory: 19456 loss: 3.8664 2022/06/14 04:34:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:34:40 - mmengine - INFO - Epoch(train) [109][200/313] lr: 1.243e-03 eta: 8:51:39 time: 0.426 data_time: 0.058 memory: 19456 loss: 3.6780 2022/06/14 04:35:34 - mmengine - INFO - Epoch(train) [109][300/313] lr: 1.243e-03 eta: 8:50:47 time: 0.497 data_time: 0.066 memory: 19456 loss: 3.9909 2022/06/14 04:35:40 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:35:40 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/06/14 04:35:57 - mmengine - INFO - Epoch(val) [109][25/25] accuracy/top1: 71.0080 accuracy/top5: 90.2940 2022/06/14 04:36:53 - mmengine - INFO - Epoch(train) [110][100/313] lr: 1.235e-03 eta: 8:49:48 time: 0.423 data_time: 0.090 memory: 19456 loss: 3.8009 2022/06/14 04:37:47 - mmengine - INFO - Epoch(train) [110][200/313] lr: 1.235e-03 eta: 8:48:56 time: 0.522 data_time: 0.078 memory: 19456 loss: 3.5825 2022/06/14 04:38:39 - mmengine - INFO - Epoch(train) [110][300/313] lr: 1.235e-03 eta: 8:48:02 time: 0.513 data_time: 0.082 memory: 19456 loss: 3.8388 2022/06/14 04:38:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:38:46 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/06/14 04:39:05 - mmengine - INFO - Epoch(val) [110][25/25] accuracy/top1: 71.3300 accuracy/top5: 90.4900 2022/06/14 04:39:59 - mmengine - INFO - Epoch(train) [111][100/313] lr: 1.228e-03 eta: 8:47:00 time: 0.511 data_time: 0.063 memory: 19456 loss: 3.9863 2022/06/14 04:40:54 - mmengine - INFO - Epoch(train) [111][200/313] lr: 1.228e-03 eta: 8:46:09 time: 0.496 data_time: 0.067 memory: 19456 loss: 3.8743 2022/06/14 04:41:48 - mmengine - INFO - Epoch(train) [111][300/313] lr: 1.228e-03 eta: 8:45:17 time: 0.484 data_time: 0.061 memory: 19456 loss: 3.9297 2022/06/14 04:41:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:41:54 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/06/14 04:42:10 - mmengine - INFO - Epoch(val) [111][25/25] accuracy/top1: 71.6960 accuracy/top5: 90.6860 2022/06/14 04:43:06 - mmengine - INFO - Epoch(train) [112][100/313] lr: 1.220e-03 eta: 8:44:17 time: 0.441 data_time: 0.089 memory: 19456 loss: 3.6997 2022/06/14 04:43:59 - mmengine - INFO - Epoch(train) [112][200/313] lr: 1.220e-03 eta: 8:43:23 time: 0.527 data_time: 0.078 memory: 19456 loss: 3.8399 2022/06/14 04:44:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:44:52 - mmengine - INFO - Epoch(train) [112][300/313] lr: 1.220e-03 eta: 8:42:30 time: 0.524 data_time: 0.071 memory: 19456 loss: 3.6616 2022/06/14 04:44:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:44:58 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/06/14 04:45:17 - mmengine - INFO - Epoch(val) [112][25/25] accuracy/top1: 71.9880 accuracy/top5: 90.8020 2022/06/14 04:46:14 - mmengine - INFO - Epoch(train) [113][100/313] lr: 1.213e-03 eta: 8:41:32 time: 0.514 data_time: 0.074 memory: 19456 loss: 3.9579 2022/06/14 04:47:06 - mmengine - INFO - Epoch(train) [113][200/313] lr: 1.213e-03 eta: 8:40:37 time: 0.478 data_time: 0.072 memory: 19456 loss: 3.9479 2022/06/14 04:47:59 - mmengine - INFO - Epoch(train) [113][300/313] lr: 1.213e-03 eta: 8:39:43 time: 0.512 data_time: 0.090 memory: 19456 loss: 3.6968 2022/06/14 04:48:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:48:05 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/06/14 04:48:25 - mmengine - INFO - Epoch(val) [113][25/25] accuracy/top1: 72.2860 accuracy/top5: 90.9440 2022/06/14 04:49:21 - mmengine - INFO - Epoch(train) [114][100/313] lr: 1.205e-03 eta: 8:38:44 time: 0.415 data_time: 0.008 memory: 19456 loss: 3.6529 2022/06/14 04:50:14 - mmengine - INFO - Epoch(train) [114][200/313] lr: 1.205e-03 eta: 8:37:51 time: 0.500 data_time: 0.072 memory: 19456 loss: 3.6353 2022/06/14 04:51:06 - mmengine - INFO - Epoch(train) [114][300/313] lr: 1.205e-03 eta: 8:36:55 time: 0.497 data_time: 0.072 memory: 19456 loss: 3.7214 2022/06/14 04:51:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:51:13 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/06/14 04:51:28 - mmengine - INFO - Epoch(val) [114][25/25] accuracy/top1: 72.5200 accuracy/top5: 91.0460 2022/06/14 04:52:23 - mmengine - INFO - Epoch(train) [115][100/313] lr: 1.197e-03 eta: 8:35:55 time: 0.537 data_time: 0.071 memory: 19456 loss: 4.0306 2022/06/14 04:53:16 - mmengine - INFO - Epoch(train) [115][200/313] lr: 1.197e-03 eta: 8:35:01 time: 0.498 data_time: 0.070 memory: 19456 loss: 3.4408 2022/06/14 04:54:09 - mmengine - INFO - Epoch(train) [115][300/313] lr: 1.197e-03 eta: 8:34:08 time: 0.421 data_time: 0.082 memory: 19456 loss: 3.7459 2022/06/14 04:54:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:54:16 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/06/14 04:54:32 - mmengine - INFO - Epoch(val) [115][25/25] accuracy/top1: 72.7160 accuracy/top5: 91.1800 2022/06/14 04:54:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:55:28 - mmengine - INFO - Epoch(train) [116][100/313] lr: 1.190e-03 eta: 8:33:09 time: 0.482 data_time: 0.009 memory: 19456 loss: 3.7201 2022/06/14 04:56:21 - mmengine - INFO - Epoch(train) [116][200/313] lr: 1.190e-03 eta: 8:32:14 time: 0.523 data_time: 0.011 memory: 19456 loss: 3.5677 2022/06/14 04:57:13 - mmengine - INFO - Epoch(train) [116][300/313] lr: 1.190e-03 eta: 8:31:20 time: 0.470 data_time: 0.009 memory: 19456 loss: 3.6072 2022/06/14 04:57:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 04:57:20 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/06/14 04:57:36 - mmengine - INFO - Epoch(val) [116][25/25] accuracy/top1: 72.8940 accuracy/top5: 91.2940 2022/06/14 04:58:31 - mmengine - INFO - Epoch(train) [117][100/313] lr: 1.182e-03 eta: 8:30:20 time: 0.541 data_time: 0.075 memory: 19456 loss: 4.1048 2022/06/14 04:59:23 - mmengine - INFO - Epoch(train) [117][200/313] lr: 1.182e-03 eta: 8:29:25 time: 0.513 data_time: 0.206 memory: 19456 loss: 3.8575 2022/06/14 05:00:16 - mmengine - INFO - Epoch(train) [117][300/313] lr: 1.182e-03 eta: 8:28:32 time: 0.512 data_time: 0.204 memory: 19456 loss: 3.9602 2022/06/14 05:00:23 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:00:23 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/06/14 05:00:38 - mmengine - INFO - Epoch(val) [117][25/25] accuracy/top1: 73.0420 accuracy/top5: 91.4080 2022/06/14 05:01:34 - mmengine - INFO - Epoch(train) [118][100/313] lr: 1.174e-03 eta: 8:27:33 time: 0.550 data_time: 0.057 memory: 19456 loss: 3.5305 2022/06/14 05:02:27 - mmengine - INFO - Epoch(train) [118][200/313] lr: 1.174e-03 eta: 8:26:39 time: 0.505 data_time: 0.061 memory: 19456 loss: 3.8870 2022/06/14 05:03:20 - mmengine - INFO - Epoch(train) [118][300/313] lr: 1.174e-03 eta: 8:25:46 time: 0.424 data_time: 0.072 memory: 19456 loss: 3.5825 2022/06/14 05:03:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:03:26 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/06/14 05:03:42 - mmengine - INFO - Epoch(val) [118][25/25] accuracy/top1: 73.2140 accuracy/top5: 91.4980 2022/06/14 05:04:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:04:39 - mmengine - INFO - Epoch(train) [119][100/313] lr: 1.166e-03 eta: 8:24:47 time: 0.495 data_time: 0.080 memory: 19456 loss: 3.7798 2022/06/14 05:05:33 - mmengine - INFO - Epoch(train) [119][200/313] lr: 1.166e-03 eta: 8:23:55 time: 0.497 data_time: 0.083 memory: 19456 loss: 3.9758 2022/06/14 05:06:26 - mmengine - INFO - Epoch(train) [119][300/313] lr: 1.166e-03 eta: 8:23:03 time: 0.565 data_time: 0.074 memory: 19456 loss: 3.7574 2022/06/14 05:06:33 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:06:33 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/06/14 05:06:49 - mmengine - INFO - Epoch(val) [119][25/25] accuracy/top1: 73.3480 accuracy/top5: 91.5920 2022/06/14 05:07:46 - mmengine - INFO - Epoch(train) [120][100/313] lr: 1.158e-03 eta: 8:22:04 time: 0.586 data_time: 0.059 memory: 19456 loss: 3.8227 2022/06/14 05:08:39 - mmengine - INFO - Epoch(train) [120][200/313] lr: 1.158e-03 eta: 8:21:11 time: 0.406 data_time: 0.057 memory: 19456 loss: 4.0715 2022/06/14 05:09:33 - mmengine - INFO - Epoch(train) [120][300/313] lr: 1.158e-03 eta: 8:20:18 time: 0.488 data_time: 0.060 memory: 19456 loss: 3.6084 2022/06/14 05:09:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:09:39 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/06/14 05:09:55 - mmengine - INFO - Epoch(val) [120][25/25] accuracy/top1: 73.5140 accuracy/top5: 91.6700 2022/06/14 05:10:51 - mmengine - INFO - Epoch(train) [121][100/313] lr: 1.150e-03 eta: 8:19:19 time: 0.521 data_time: 0.077 memory: 19456 loss: 3.6231 2022/06/14 05:11:44 - mmengine - INFO - Epoch(train) [121][200/313] lr: 1.150e-03 eta: 8:18:26 time: 0.503 data_time: 0.077 memory: 19456 loss: 3.7167 2022/06/14 05:12:38 - mmengine - INFO - Epoch(train) [121][300/313] lr: 1.150e-03 eta: 8:17:33 time: 0.507 data_time: 0.068 memory: 19456 loss: 3.7807 2022/06/14 05:12:44 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:12:44 - mmengine - INFO - Saving checkpoint at 121 epochs 2022/06/14 05:13:04 - mmengine - INFO - Epoch(val) [121][25/25] accuracy/top1: 73.5820 accuracy/top5: 91.7640 2022/06/14 05:14:00 - mmengine - INFO - Epoch(train) [122][100/313] lr: 1.142e-03 eta: 8:16:34 time: 0.489 data_time: 0.058 memory: 19456 loss: 3.8277 2022/06/14 05:14:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:14:53 - mmengine - INFO - Epoch(train) [122][200/313] lr: 1.142e-03 eta: 8:15:40 time: 0.569 data_time: 0.059 memory: 19456 loss: 3.7767 2022/06/14 05:15:47 - mmengine - INFO - Epoch(train) [122][300/313] lr: 1.142e-03 eta: 8:14:48 time: 0.485 data_time: 0.067 memory: 19456 loss: 3.7478 2022/06/14 05:15:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:15:53 - mmengine - INFO - Saving checkpoint at 122 epochs 2022/06/14 05:16:08 - mmengine - INFO - Epoch(val) [122][25/25] accuracy/top1: 73.6980 accuracy/top5: 91.8220 2022/06/14 05:17:03 - mmengine - INFO - Epoch(train) [123][100/313] lr: 1.134e-03 eta: 8:13:48 time: 0.524 data_time: 0.011 memory: 19456 loss: 4.0439 2022/06/14 05:17:57 - mmengine - INFO - Epoch(train) [123][200/313] lr: 1.134e-03 eta: 8:12:56 time: 0.521 data_time: 0.008 memory: 19456 loss: 4.0719 2022/06/14 05:18:51 - mmengine - INFO - Epoch(train) [123][300/313] lr: 1.134e-03 eta: 8:12:04 time: 0.490 data_time: 0.008 memory: 19456 loss: 3.7228 2022/06/14 05:18:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:18:58 - mmengine - INFO - Saving checkpoint at 123 epochs 2022/06/14 05:19:14 - mmengine - INFO - Epoch(val) [123][25/25] accuracy/top1: 73.8280 accuracy/top5: 91.8800 2022/06/14 05:20:10 - mmengine - INFO - Epoch(train) [124][100/313] lr: 1.126e-03 eta: 8:11:04 time: 0.513 data_time: 0.198 memory: 19456 loss: 3.7829 2022/06/14 05:21:04 - mmengine - INFO - Epoch(train) [124][200/313] lr: 1.126e-03 eta: 8:10:12 time: 0.531 data_time: 0.073 memory: 19456 loss: 3.6734 2022/06/14 05:21:57 - mmengine - INFO - Epoch(train) [124][300/313] lr: 1.126e-03 eta: 8:09:19 time: 0.565 data_time: 0.071 memory: 19456 loss: 3.6819 2022/06/14 05:22:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:22:04 - mmengine - INFO - Saving checkpoint at 124 epochs 2022/06/14 05:22:20 - mmengine - INFO - Epoch(val) [124][25/25] accuracy/top1: 73.9320 accuracy/top5: 91.9560 2022/06/14 05:23:14 - mmengine - INFO - Epoch(train) [125][100/313] lr: 1.117e-03 eta: 8:08:19 time: 0.416 data_time: 0.073 memory: 19456 loss: 3.9350 2022/06/14 05:24:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:24:06 - mmengine - INFO - Epoch(train) [125][200/313] lr: 1.117e-03 eta: 8:07:23 time: 0.416 data_time: 0.096 memory: 19456 loss: 3.6290 2022/06/14 05:24:58 - mmengine - INFO - Epoch(train) [125][300/313] lr: 1.117e-03 eta: 8:06:28 time: 0.521 data_time: 0.075 memory: 19456 loss: 4.1806 2022/06/14 05:25:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:25:04 - mmengine - INFO - Saving checkpoint at 125 epochs 2022/06/14 05:25:20 - mmengine - INFO - Epoch(val) [125][25/25] accuracy/top1: 74.0280 accuracy/top5: 91.9980 2022/06/14 05:26:15 - mmengine - INFO - Epoch(train) [126][100/313] lr: 1.109e-03 eta: 8:05:28 time: 0.416 data_time: 0.009 memory: 19456 loss: 3.9562 2022/06/14 05:27:08 - mmengine - INFO - Epoch(train) [126][200/313] lr: 1.109e-03 eta: 8:04:33 time: 0.587 data_time: 0.008 memory: 19456 loss: 3.6782 2022/06/14 05:28:00 - mmengine - INFO - Epoch(train) [126][300/313] lr: 1.109e-03 eta: 8:03:39 time: 0.411 data_time: 0.008 memory: 19456 loss: 3.5433 2022/06/14 05:28:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:28:07 - mmengine - INFO - Saving checkpoint at 126 epochs 2022/06/14 05:28:23 - mmengine - INFO - Epoch(val) [126][25/25] accuracy/top1: 74.1260 accuracy/top5: 92.0500 2022/06/14 05:29:18 - mmengine - INFO - Epoch(train) [127][100/313] lr: 1.101e-03 eta: 8:02:39 time: 0.498 data_time: 0.080 memory: 19456 loss: 3.7265 2022/06/14 05:30:12 - mmengine - INFO - Epoch(train) [127][200/313] lr: 1.101e-03 eta: 8:01:46 time: 0.522 data_time: 0.087 memory: 19456 loss: 3.6936 2022/06/14 05:31:05 - mmengine - INFO - Epoch(train) [127][300/313] lr: 1.101e-03 eta: 8:00:54 time: 0.409 data_time: 0.073 memory: 19456 loss: 3.6359 2022/06/14 05:31:12 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:31:12 - mmengine - INFO - Saving checkpoint at 127 epochs 2022/06/14 05:31:28 - mmengine - INFO - Epoch(val) [127][25/25] accuracy/top1: 74.1900 accuracy/top5: 92.1060 2022/06/14 05:32:25 - mmengine - INFO - Epoch(train) [128][100/313] lr: 1.093e-03 eta: 7:59:55 time: 0.421 data_time: 0.058 memory: 19456 loss: 3.7998 2022/06/14 05:33:18 - mmengine - INFO - Epoch(train) [128][200/313] lr: 1.093e-03 eta: 7:59:02 time: 0.473 data_time: 0.057 memory: 19456 loss: 3.7042 2022/06/14 05:33:44 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:34:10 - mmengine - INFO - Epoch(train) [128][300/313] lr: 1.093e-03 eta: 7:58:07 time: 0.449 data_time: 0.063 memory: 19456 loss: 4.0642 2022/06/14 05:34:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:34:17 - mmengine - INFO - Saving checkpoint at 128 epochs 2022/06/14 05:34:36 - mmengine - INFO - Epoch(val) [128][25/25] accuracy/top1: 74.2920 accuracy/top5: 92.1720 2022/06/14 05:35:33 - mmengine - INFO - Epoch(train) [129][100/313] lr: 1.084e-03 eta: 7:57:10 time: 0.496 data_time: 0.075 memory: 19456 loss: 3.7394 2022/06/14 05:36:26 - mmengine - INFO - Epoch(train) [129][200/313] lr: 1.084e-03 eta: 7:56:16 time: 0.482 data_time: 0.075 memory: 19456 loss: 3.9168 2022/06/14 05:37:19 - mmengine - INFO - Epoch(train) [129][300/313] lr: 1.084e-03 eta: 7:55:22 time: 0.496 data_time: 0.076 memory: 19456 loss: 3.8384 2022/06/14 05:37:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:37:26 - mmengine - INFO - Saving checkpoint at 129 epochs 2022/06/14 05:37:41 - mmengine - INFO - Epoch(val) [129][25/25] accuracy/top1: 74.3860 accuracy/top5: 92.2060 2022/06/14 05:38:37 - mmengine - INFO - Epoch(train) [130][100/313] lr: 1.076e-03 eta: 7:54:23 time: 0.515 data_time: 0.066 memory: 19456 loss: 3.9352 2022/06/14 05:39:29 - mmengine - INFO - Epoch(train) [130][200/313] lr: 1.076e-03 eta: 7:53:28 time: 0.513 data_time: 0.060 memory: 19456 loss: 3.5118 2022/06/14 05:40:22 - mmengine - INFO - Epoch(train) [130][300/313] lr: 1.076e-03 eta: 7:52:33 time: 0.550 data_time: 0.066 memory: 19456 loss: 3.7330 2022/06/14 05:40:28 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:40:28 - mmengine - INFO - Saving checkpoint at 130 epochs 2022/06/14 05:40:45 - mmengine - INFO - Epoch(val) [130][25/25] accuracy/top1: 74.4880 accuracy/top5: 92.2600 2022/06/14 05:41:42 - mmengine - INFO - Epoch(train) [131][100/313] lr: 1.068e-03 eta: 7:51:36 time: 0.505 data_time: 0.073 memory: 19456 loss: 3.7134 2022/06/14 05:42:35 - mmengine - INFO - Epoch(train) [131][200/313] lr: 1.068e-03 eta: 7:50:43 time: 0.491 data_time: 0.069 memory: 19456 loss: 3.7992 2022/06/14 05:43:30 - mmengine - INFO - Epoch(train) [131][300/313] lr: 1.068e-03 eta: 7:49:51 time: 0.480 data_time: 0.078 memory: 19456 loss: 3.6853 2022/06/14 05:43:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:43:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:43:36 - mmengine - INFO - Saving checkpoint at 131 epochs 2022/06/14 05:43:53 - mmengine - INFO - Epoch(val) [131][25/25] accuracy/top1: 74.6020 accuracy/top5: 92.2940 2022/06/14 05:44:49 - mmengine - INFO - Epoch(train) [132][100/313] lr: 1.059e-03 eta: 7:48:52 time: 0.427 data_time: 0.008 memory: 19456 loss: 3.4124 2022/06/14 05:45:42 - mmengine - INFO - Epoch(train) [132][200/313] lr: 1.059e-03 eta: 7:47:58 time: 0.484 data_time: 0.009 memory: 19456 loss: 3.9011 2022/06/14 05:46:35 - mmengine - INFO - Epoch(train) [132][300/313] lr: 1.059e-03 eta: 7:47:04 time: 0.536 data_time: 0.217 memory: 19456 loss: 3.5787 2022/06/14 05:46:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:46:41 - mmengine - INFO - Saving checkpoint at 132 epochs 2022/06/14 05:46:57 - mmengine - INFO - Epoch(val) [132][25/25] accuracy/top1: 74.6860 accuracy/top5: 92.3520 2022/06/14 05:47:53 - mmengine - INFO - Epoch(train) [133][100/313] lr: 1.051e-03 eta: 7:46:05 time: 0.539 data_time: 0.071 memory: 19456 loss: 3.8265 2022/06/14 05:48:46 - mmengine - INFO - Epoch(train) [133][200/313] lr: 1.051e-03 eta: 7:45:11 time: 0.411 data_time: 0.082 memory: 19456 loss: 3.9101 2022/06/14 05:49:39 - mmengine - INFO - Epoch(train) [133][300/313] lr: 1.051e-03 eta: 7:44:18 time: 0.494 data_time: 0.076 memory: 19456 loss: 3.4461 2022/06/14 05:49:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:49:45 - mmengine - INFO - Saving checkpoint at 133 epochs 2022/06/14 05:50:02 - mmengine - INFO - Epoch(val) [133][25/25] accuracy/top1: 74.7460 accuracy/top5: 92.3860 2022/06/14 05:50:59 - mmengine - INFO - Epoch(train) [134][100/313] lr: 1.042e-03 eta: 7:43:19 time: 0.413 data_time: 0.091 memory: 19456 loss: 3.5161 2022/06/14 05:51:51 - mmengine - INFO - Epoch(train) [134][200/313] lr: 1.042e-03 eta: 7:42:25 time: 0.425 data_time: 0.096 memory: 19456 loss: 3.6735 2022/06/14 05:52:43 - mmengine - INFO - Epoch(train) [134][300/313] lr: 1.042e-03 eta: 7:41:30 time: 0.418 data_time: 0.083 memory: 19456 loss: 3.7176 2022/06/14 05:52:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:52:50 - mmengine - INFO - Saving checkpoint at 134 epochs 2022/06/14 05:53:07 - mmengine - INFO - Epoch(val) [134][25/25] accuracy/top1: 74.8300 accuracy/top5: 92.4480 2022/06/14 05:53:40 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:54:03 - mmengine - INFO - Epoch(train) [135][100/313] lr: 1.034e-03 eta: 7:40:31 time: 0.536 data_time: 0.094 memory: 19456 loss: 3.8684 2022/06/14 05:54:56 - mmengine - INFO - Epoch(train) [135][200/313] lr: 1.034e-03 eta: 7:39:37 time: 0.504 data_time: 0.078 memory: 19456 loss: 3.6739 2022/06/14 05:55:48 - mmengine - INFO - Epoch(train) [135][300/313] lr: 1.034e-03 eta: 7:38:42 time: 0.410 data_time: 0.052 memory: 19456 loss: 3.7395 2022/06/14 05:55:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:55:54 - mmengine - INFO - Saving checkpoint at 135 epochs 2022/06/14 05:56:11 - mmengine - INFO - Epoch(val) [135][25/25] accuracy/top1: 74.9420 accuracy/top5: 92.4640 2022/06/14 05:57:06 - mmengine - INFO - Epoch(train) [136][100/313] lr: 1.025e-03 eta: 7:37:42 time: 0.482 data_time: 0.008 memory: 19456 loss: 3.5315 2022/06/14 05:57:59 - mmengine - INFO - Epoch(train) [136][200/313] lr: 1.025e-03 eta: 7:36:49 time: 0.489 data_time: 0.009 memory: 19456 loss: 3.6787 2022/06/14 05:58:52 - mmengine - INFO - Epoch(train) [136][300/313] lr: 1.025e-03 eta: 7:35:54 time: 0.418 data_time: 0.008 memory: 19456 loss: 3.6874 2022/06/14 05:58:59 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 05:58:59 - mmengine - INFO - Saving checkpoint at 136 epochs 2022/06/14 05:59:14 - mmengine - INFO - Epoch(val) [136][25/25] accuracy/top1: 75.0000 accuracy/top5: 92.5120 2022/06/14 06:00:11 - mmengine - INFO - Epoch(train) [137][100/313] lr: 1.016e-03 eta: 7:34:56 time: 0.421 data_time: 0.068 memory: 19456 loss: 3.7193 2022/06/14 06:01:04 - mmengine - INFO - Epoch(train) [137][200/313] lr: 1.016e-03 eta: 7:34:03 time: 0.496 data_time: 0.111 memory: 19456 loss: 3.6475 2022/06/14 06:01:57 - mmengine - INFO - Epoch(train) [137][300/313] lr: 1.016e-03 eta: 7:33:09 time: 0.437 data_time: 0.121 memory: 19456 loss: 3.5476 2022/06/14 06:02:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:02:04 - mmengine - INFO - Saving checkpoint at 137 epochs 2022/06/14 06:02:20 - mmengine - INFO - Epoch(val) [137][25/25] accuracy/top1: 75.0580 accuracy/top5: 92.5440 2022/06/14 06:03:15 - mmengine - INFO - Epoch(train) [138][100/313] lr: 1.008e-03 eta: 7:32:09 time: 0.509 data_time: 0.009 memory: 19456 loss: 3.4039 2022/06/14 06:03:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:04:09 - mmengine - INFO - Epoch(train) [138][200/313] lr: 1.008e-03 eta: 7:31:16 time: 0.629 data_time: 0.008 memory: 19456 loss: 3.9388 2022/06/14 06:05:01 - mmengine - INFO - Epoch(train) [138][300/313] lr: 1.008e-03 eta: 7:30:22 time: 0.464 data_time: 0.066 memory: 19456 loss: 3.9477 2022/06/14 06:05:08 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:05:08 - mmengine - INFO - Saving checkpoint at 138 epochs 2022/06/14 06:05:27 - mmengine - INFO - Epoch(val) [138][25/25] accuracy/top1: 75.1760 accuracy/top5: 92.5860 2022/06/14 06:06:23 - mmengine - INFO - Epoch(train) [139][100/313] lr: 9.993e-04 eta: 7:29:23 time: 0.414 data_time: 0.071 memory: 19456 loss: 3.9145 2022/06/14 06:07:15 - mmengine - INFO - Epoch(train) [139][200/313] lr: 9.993e-04 eta: 7:28:28 time: 0.425 data_time: 0.073 memory: 19456 loss: 3.9202 2022/06/14 06:08:07 - mmengine - INFO - Epoch(train) [139][300/313] lr: 9.993e-04 eta: 7:27:33 time: 0.436 data_time: 0.069 memory: 19456 loss: 3.8551 2022/06/14 06:08:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:08:13 - mmengine - INFO - Saving checkpoint at 139 epochs 2022/06/14 06:08:30 - mmengine - INFO - Epoch(val) [139][25/25] accuracy/top1: 75.2480 accuracy/top5: 92.6400 2022/06/14 06:09:25 - mmengine - INFO - Epoch(train) [140][100/313] lr: 9.906e-04 eta: 7:26:33 time: 0.415 data_time: 0.085 memory: 19456 loss: 3.6199 2022/06/14 06:10:18 - mmengine - INFO - Epoch(train) [140][200/313] lr: 9.906e-04 eta: 7:25:40 time: 0.481 data_time: 0.073 memory: 19456 loss: 3.3877 2022/06/14 06:11:11 - mmengine - INFO - Epoch(train) [140][300/313] lr: 9.906e-04 eta: 7:24:47 time: 0.416 data_time: 0.072 memory: 19456 loss: 3.4122 2022/06/14 06:11:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:11:18 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/06/14 06:11:34 - mmengine - INFO - Epoch(val) [140][25/25] accuracy/top1: 75.3640 accuracy/top5: 92.6680 2022/06/14 06:12:30 - mmengine - INFO - Epoch(train) [141][100/313] lr: 9.819e-04 eta: 7:23:47 time: 0.417 data_time: 0.095 memory: 19456 loss: 3.7229 2022/06/14 06:13:12 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:13:22 - mmengine - INFO - Epoch(train) [141][200/313] lr: 9.819e-04 eta: 7:22:53 time: 0.507 data_time: 0.075 memory: 19456 loss: 3.8770 2022/06/14 06:14:15 - mmengine - INFO - Epoch(train) [141][300/313] lr: 9.819e-04 eta: 7:21:59 time: 0.405 data_time: 0.067 memory: 19456 loss: 3.5405 2022/06/14 06:14:21 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:14:21 - mmengine - INFO - Saving checkpoint at 141 epochs 2022/06/14 06:14:37 - mmengine - INFO - Epoch(val) [141][25/25] accuracy/top1: 75.4020 accuracy/top5: 92.7220 2022/06/14 06:15:33 - mmengine - INFO - Epoch(train) [142][100/313] lr: 9.732e-04 eta: 7:21:00 time: 0.438 data_time: 0.010 memory: 19456 loss: 3.7896 2022/06/14 06:16:26 - mmengine - INFO - Epoch(train) [142][200/313] lr: 9.732e-04 eta: 7:20:06 time: 0.582 data_time: 0.009 memory: 19456 loss: 3.8239 2022/06/14 06:17:19 - mmengine - INFO - Epoch(train) [142][300/313] lr: 9.732e-04 eta: 7:19:12 time: 0.510 data_time: 0.015 memory: 19456 loss: 3.5870 2022/06/14 06:17:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:17:26 - mmengine - INFO - Saving checkpoint at 142 epochs 2022/06/14 06:17:42 - mmengine - INFO - Epoch(val) [142][25/25] accuracy/top1: 75.4780 accuracy/top5: 92.7660 2022/06/14 06:18:38 - mmengine - INFO - Epoch(train) [143][100/313] lr: 9.645e-04 eta: 7:18:12 time: 0.503 data_time: 0.067 memory: 19456 loss: 3.6154 2022/06/14 06:19:30 - mmengine - INFO - Epoch(train) [143][200/313] lr: 9.645e-04 eta: 7:17:18 time: 0.481 data_time: 0.061 memory: 19456 loss: 3.8985 2022/06/14 06:20:23 - mmengine - INFO - Epoch(train) [143][300/313] lr: 9.645e-04 eta: 7:16:24 time: 0.497 data_time: 0.065 memory: 19456 loss: 4.0904 2022/06/14 06:20:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:20:29 - mmengine - INFO - Saving checkpoint at 143 epochs 2022/06/14 06:20:49 - mmengine - INFO - Epoch(val) [143][25/25] accuracy/top1: 75.5480 accuracy/top5: 92.8080 2022/06/14 06:21:44 - mmengine - INFO - Epoch(train) [144][100/313] lr: 9.557e-04 eta: 7:15:24 time: 0.466 data_time: 0.074 memory: 19456 loss: 3.4585 2022/06/14 06:22:36 - mmengine - INFO - Epoch(train) [144][200/313] lr: 9.557e-04 eta: 7:14:30 time: 0.525 data_time: 0.063 memory: 19456 loss: 3.5153 2022/06/14 06:22:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:23:28 - mmengine - INFO - Epoch(train) [144][300/313] lr: 9.557e-04 eta: 7:13:35 time: 0.529 data_time: 0.060 memory: 19456 loss: 3.5385 2022/06/14 06:23:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:23:35 - mmengine - INFO - Saving checkpoint at 144 epochs 2022/06/14 06:23:51 - mmengine - INFO - Epoch(val) [144][25/25] accuracy/top1: 75.6100 accuracy/top5: 92.8380 2022/06/14 06:24:47 - mmengine - INFO - Epoch(train) [145][100/313] lr: 9.470e-04 eta: 7:12:35 time: 0.421 data_time: 0.082 memory: 19456 loss: 3.7531 2022/06/14 06:25:40 - mmengine - INFO - Epoch(train) [145][200/313] lr: 9.470e-04 eta: 7:11:43 time: 0.522 data_time: 0.083 memory: 19456 loss: 3.5345 2022/06/14 06:26:33 - mmengine - INFO - Epoch(train) [145][300/313] lr: 9.470e-04 eta: 7:10:49 time: 0.516 data_time: 0.080 memory: 19456 loss: 3.5106 2022/06/14 06:26:40 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:26:40 - mmengine - INFO - Saving checkpoint at 145 epochs 2022/06/14 06:26:56 - mmengine - INFO - Epoch(val) [145][25/25] accuracy/top1: 75.6640 accuracy/top5: 92.8460 2022/06/14 06:27:52 - mmengine - INFO - Epoch(train) [146][100/313] lr: 9.382e-04 eta: 7:09:49 time: 0.453 data_time: 0.054 memory: 19456 loss: 3.3541 2022/06/14 06:28:44 - mmengine - INFO - Epoch(train) [146][200/313] lr: 9.382e-04 eta: 7:08:54 time: 0.416 data_time: 0.066 memory: 19456 loss: 3.8075 2022/06/14 06:29:36 - mmengine - INFO - Epoch(train) [146][300/313] lr: 9.382e-04 eta: 7:08:00 time: 0.462 data_time: 0.145 memory: 19456 loss: 3.6595 2022/06/14 06:29:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:29:42 - mmengine - INFO - Saving checkpoint at 146 epochs 2022/06/14 06:29:59 - mmengine - INFO - Epoch(val) [146][25/25] accuracy/top1: 75.6940 accuracy/top5: 92.8700 2022/06/14 06:30:56 - mmengine - INFO - Epoch(train) [147][100/313] lr: 9.294e-04 eta: 7:07:01 time: 0.410 data_time: 0.084 memory: 19456 loss: 3.8443 2022/06/14 06:31:49 - mmengine - INFO - Epoch(train) [147][200/313] lr: 9.294e-04 eta: 7:06:08 time: 0.505 data_time: 0.075 memory: 19456 loss: 3.5843 2022/06/14 06:32:43 - mmengine - INFO - Epoch(train) [147][300/313] lr: 9.294e-04 eta: 7:05:16 time: 0.454 data_time: 0.080 memory: 19456 loss: 3.6772 2022/06/14 06:32:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:32:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:32:50 - mmengine - INFO - Saving checkpoint at 147 epochs 2022/06/14 06:33:09 - mmengine - INFO - Epoch(val) [147][25/25] accuracy/top1: 75.7420 accuracy/top5: 92.9440 2022/06/14 06:34:06 - mmengine - INFO - Epoch(train) [148][100/313] lr: 9.205e-04 eta: 7:04:17 time: 0.447 data_time: 0.068 memory: 19456 loss: 3.5534 2022/06/14 06:35:00 - mmengine - INFO - Epoch(train) [148][200/313] lr: 9.205e-04 eta: 7:03:25 time: 0.445 data_time: 0.074 memory: 19456 loss: 3.5791 2022/06/14 06:35:52 - mmengine - INFO - Epoch(train) [148][300/313] lr: 9.205e-04 eta: 7:02:30 time: 0.431 data_time: 0.081 memory: 19456 loss: 3.9915 2022/06/14 06:35:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:35:58 - mmengine - INFO - Saving checkpoint at 148 epochs 2022/06/14 06:36:23 - mmengine - INFO - Epoch(val) [148][25/25] accuracy/top1: 75.8100 accuracy/top5: 92.9760 2022/06/14 06:37:20 - mmengine - INFO - Epoch(train) [149][100/313] lr: 9.117e-04 eta: 7:01:32 time: 0.464 data_time: 0.059 memory: 19456 loss: 3.6429 2022/06/14 06:38:12 - mmengine - INFO - Epoch(train) [149][200/313] lr: 9.117e-04 eta: 7:00:38 time: 0.475 data_time: 0.068 memory: 19456 loss: 3.7393 2022/06/14 06:39:05 - mmengine - INFO - Epoch(train) [149][300/313] lr: 9.117e-04 eta: 6:59:43 time: 0.435 data_time: 0.066 memory: 19456 loss: 3.7821 2022/06/14 06:39:11 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:39:11 - mmengine - INFO - Saving checkpoint at 149 epochs 2022/06/14 06:39:28 - mmengine - INFO - Epoch(val) [149][25/25] accuracy/top1: 75.9140 accuracy/top5: 93.0100 2022/06/14 06:40:23 - mmengine - INFO - Epoch(train) [150][100/313] lr: 9.029e-04 eta: 6:58:44 time: 0.415 data_time: 0.058 memory: 19456 loss: 3.5302 2022/06/14 06:41:16 - mmengine - INFO - Epoch(train) [150][200/313] lr: 9.029e-04 eta: 6:57:49 time: 0.408 data_time: 0.060 memory: 19456 loss: 3.5798 2022/06/14 06:42:07 - mmengine - INFO - Epoch(train) [150][300/313] lr: 9.029e-04 eta: 6:56:54 time: 0.487 data_time: 0.054 memory: 19456 loss: 3.7897 2022/06/14 06:42:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:42:14 - mmengine - INFO - Saving checkpoint at 150 epochs 2022/06/14 06:42:31 - mmengine - INFO - Epoch(val) [150][25/25] accuracy/top1: 75.9580 accuracy/top5: 93.0300 2022/06/14 06:43:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:43:26 - mmengine - INFO - Epoch(train) [151][100/313] lr: 8.940e-04 eta: 6:55:54 time: 0.433 data_time: 0.059 memory: 19456 loss: 3.6516 2022/06/14 06:44:18 - mmengine - INFO - Epoch(train) [151][200/313] lr: 8.940e-04 eta: 6:55:00 time: 0.438 data_time: 0.054 memory: 19456 loss: 3.4207 2022/06/14 06:45:11 - mmengine - INFO - Epoch(train) [151][300/313] lr: 8.940e-04 eta: 6:54:06 time: 0.427 data_time: 0.052 memory: 19456 loss: 3.6561 2022/06/14 06:45:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:45:17 - mmengine - INFO - Saving checkpoint at 151 epochs 2022/06/14 06:45:33 - mmengine - INFO - Epoch(val) [151][25/25] accuracy/top1: 76.0440 accuracy/top5: 93.0740 2022/06/14 06:46:28 - mmengine - INFO - Epoch(train) [152][100/313] lr: 8.851e-04 eta: 6:53:06 time: 0.413 data_time: 0.008 memory: 19456 loss: 3.6813 2022/06/14 06:47:21 - mmengine - INFO - Epoch(train) [152][200/313] lr: 8.851e-04 eta: 6:52:12 time: 0.480 data_time: 0.008 memory: 19456 loss: 3.4763 2022/06/14 06:48:13 - mmengine - INFO - Epoch(train) [152][300/313] lr: 8.851e-04 eta: 6:51:18 time: 0.496 data_time: 0.011 memory: 19456 loss: 3.7248 2022/06/14 06:48:19 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:48:19 - mmengine - INFO - Saving checkpoint at 152 epochs 2022/06/14 06:48:36 - mmengine - INFO - Epoch(val) [152][25/25] accuracy/top1: 76.1060 accuracy/top5: 93.1220 2022/06/14 06:49:32 - mmengine - INFO - Epoch(train) [153][100/313] lr: 8.763e-04 eta: 6:50:18 time: 0.489 data_time: 0.068 memory: 19456 loss: 3.7555 2022/06/14 06:50:25 - mmengine - INFO - Epoch(train) [153][200/313] lr: 8.763e-04 eta: 6:49:25 time: 0.529 data_time: 0.058 memory: 19456 loss: 3.6727 2022/06/14 06:51:18 - mmengine - INFO - Epoch(train) [153][300/313] lr: 8.763e-04 eta: 6:48:32 time: 0.503 data_time: 0.059 memory: 19456 loss: 3.4357 2022/06/14 06:51:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:51:25 - mmengine - INFO - Saving checkpoint at 153 epochs 2022/06/14 06:51:41 - mmengine - INFO - Epoch(val) [153][25/25] accuracy/top1: 76.1580 accuracy/top5: 93.1520 2022/06/14 06:52:36 - mmengine - INFO - Epoch(train) [154][100/313] lr: 8.674e-04 eta: 6:47:31 time: 0.402 data_time: 0.064 memory: 19456 loss: 3.8080 2022/06/14 06:52:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:53:29 - mmengine - INFO - Epoch(train) [154][200/313] lr: 8.674e-04 eta: 6:46:38 time: 0.520 data_time: 0.057 memory: 19456 loss: 3.7722 2022/06/14 06:54:22 - mmengine - INFO - Epoch(train) [154][300/313] lr: 8.674e-04 eta: 6:45:44 time: 0.520 data_time: 0.060 memory: 19456 loss: 3.6600 2022/06/14 06:54:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:54:29 - mmengine - INFO - Saving checkpoint at 154 epochs 2022/06/14 06:54:45 - mmengine - INFO - Epoch(val) [154][25/25] accuracy/top1: 76.2080 accuracy/top5: 93.1760 2022/06/14 06:55:41 - mmengine - INFO - Epoch(train) [155][100/313] lr: 8.585e-04 eta: 6:44:45 time: 0.538 data_time: 0.080 memory: 19456 loss: 3.7133 2022/06/14 06:56:33 - mmengine - INFO - Epoch(train) [155][200/313] lr: 8.585e-04 eta: 6:43:50 time: 0.480 data_time: 0.073 memory: 19456 loss: 3.7770 2022/06/14 06:57:26 - mmengine - INFO - Epoch(train) [155][300/313] lr: 8.585e-04 eta: 6:42:56 time: 0.513 data_time: 0.075 memory: 19456 loss: 3.5167 2022/06/14 06:57:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 06:57:32 - mmengine - INFO - Saving checkpoint at 155 epochs 2022/06/14 06:57:49 - mmengine - INFO - Epoch(val) [155][25/25] accuracy/top1: 76.2660 accuracy/top5: 93.2120 2022/06/14 06:58:46 - mmengine - INFO - Epoch(train) [156][100/313] lr: 8.496e-04 eta: 6:41:58 time: 0.483 data_time: 0.078 memory: 19456 loss: 3.7013 2022/06/14 06:59:41 - mmengine - INFO - Epoch(train) [156][200/313] lr: 8.496e-04 eta: 6:41:06 time: 0.617 data_time: 0.062 memory: 19456 loss: 3.5590 2022/06/14 07:00:36 - mmengine - INFO - Epoch(train) [156][300/313] lr: 8.496e-04 eta: 6:40:14 time: 0.629 data_time: 0.054 memory: 19456 loss: 3.6506 2022/06/14 07:00:43 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:00:43 - mmengine - INFO - Saving checkpoint at 156 epochs 2022/06/14 07:00:58 - mmengine - INFO - Epoch(val) [156][25/25] accuracy/top1: 76.3740 accuracy/top5: 93.2280 2022/06/14 07:01:54 - mmengine - INFO - Epoch(train) [157][100/313] lr: 8.407e-04 eta: 6:39:15 time: 0.483 data_time: 0.008 memory: 19456 loss: 3.7040 2022/06/14 07:02:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:02:46 - mmengine - INFO - Epoch(train) [157][200/313] lr: 8.407e-04 eta: 6:38:21 time: 0.494 data_time: 0.008 memory: 19456 loss: 3.5679 2022/06/14 07:03:38 - mmengine - INFO - Epoch(train) [157][300/313] lr: 8.407e-04 eta: 6:37:26 time: 0.432 data_time: 0.011 memory: 19456 loss: 3.3932 2022/06/14 07:03:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:03:45 - mmengine - INFO - Saving checkpoint at 157 epochs 2022/06/14 07:04:00 - mmengine - INFO - Epoch(val) [157][25/25] accuracy/top1: 76.4200 accuracy/top5: 93.2640 2022/06/14 07:04:56 - mmengine - INFO - Epoch(train) [158][100/313] lr: 8.318e-04 eta: 6:36:26 time: 0.415 data_time: 0.093 memory: 19456 loss: 3.6539 2022/06/14 07:05:49 - mmengine - INFO - Epoch(train) [158][200/313] lr: 8.318e-04 eta: 6:35:33 time: 0.546 data_time: 0.082 memory: 19456 loss: 3.5141 2022/06/14 07:06:40 - mmengine - INFO - Epoch(train) [158][300/313] lr: 8.318e-04 eta: 6:34:38 time: 0.425 data_time: 0.084 memory: 19456 loss: 3.6571 2022/06/14 07:06:47 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:06:47 - mmengine - INFO - Saving checkpoint at 158 epochs 2022/06/14 07:07:03 - mmengine - INFO - Epoch(val) [158][25/25] accuracy/top1: 76.4500 accuracy/top5: 93.3040 2022/06/14 07:07:59 - mmengine - INFO - Epoch(train) [159][100/313] lr: 8.228e-04 eta: 6:33:38 time: 0.538 data_time: 0.082 memory: 19456 loss: 3.7059 2022/06/14 07:08:50 - mmengine - INFO - Epoch(train) [159][200/313] lr: 8.228e-04 eta: 6:32:43 time: 0.445 data_time: 0.059 memory: 19456 loss: 3.4060 2022/06/14 07:09:41 - mmengine - INFO - Epoch(train) [159][300/313] lr: 8.228e-04 eta: 6:31:48 time: 0.443 data_time: 0.068 memory: 19456 loss: 3.8381 2022/06/14 07:09:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:09:48 - mmengine - INFO - Saving checkpoint at 159 epochs 2022/06/14 07:10:05 - mmengine - INFO - Epoch(val) [159][25/25] accuracy/top1: 76.5120 accuracy/top5: 93.3340 2022/06/14 07:11:00 - mmengine - INFO - Epoch(train) [160][100/313] lr: 8.139e-04 eta: 6:30:47 time: 0.525 data_time: 0.071 memory: 19456 loss: 3.3877 2022/06/14 07:11:54 - mmengine - INFO - Epoch(train) [160][200/313] lr: 8.139e-04 eta: 6:29:54 time: 0.409 data_time: 0.059 memory: 19456 loss: 3.5755 2022/06/14 07:12:11 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:12:46 - mmengine - INFO - Epoch(train) [160][300/313] lr: 8.139e-04 eta: 6:29:00 time: 0.446 data_time: 0.061 memory: 19456 loss: 3.4440 2022/06/14 07:12:52 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:12:52 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/06/14 07:13:11 - mmengine - INFO - Epoch(val) [160][25/25] accuracy/top1: 76.5700 accuracy/top5: 93.3820 2022/06/14 07:14:06 - mmengine - INFO - Epoch(train) [161][100/313] lr: 8.050e-04 eta: 6:28:00 time: 0.418 data_time: 0.075 memory: 19456 loss: 3.8408 2022/06/14 07:14:58 - mmengine - INFO - Epoch(train) [161][200/313] lr: 8.050e-04 eta: 6:27:06 time: 0.483 data_time: 0.089 memory: 19456 loss: 3.6401 2022/06/14 07:15:50 - mmengine - INFO - Epoch(train) [161][300/313] lr: 8.050e-04 eta: 6:26:11 time: 0.471 data_time: 0.083 memory: 19456 loss: 3.4173 2022/06/14 07:15:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:15:57 - mmengine - INFO - Saving checkpoint at 161 epochs 2022/06/14 07:16:13 - mmengine - INFO - Epoch(val) [161][25/25] accuracy/top1: 76.6100 accuracy/top5: 93.4220 2022/06/14 07:17:09 - mmengine - INFO - Epoch(train) [162][100/313] lr: 7.961e-04 eta: 6:25:12 time: 0.557 data_time: 0.061 memory: 19456 loss: 3.3029 2022/06/14 07:18:03 - mmengine - INFO - Epoch(train) [162][200/313] lr: 7.961e-04 eta: 6:24:19 time: 0.589 data_time: 0.062 memory: 19456 loss: 3.4572 2022/06/14 07:18:56 - mmengine - INFO - Epoch(train) [162][300/313] lr: 7.961e-04 eta: 6:23:27 time: 0.477 data_time: 0.059 memory: 19456 loss: 3.3468 2022/06/14 07:19:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:19:03 - mmengine - INFO - Saving checkpoint at 162 epochs 2022/06/14 07:19:18 - mmengine - INFO - Epoch(val) [162][25/25] accuracy/top1: 76.6560 accuracy/top5: 93.4540 2022/06/14 07:20:15 - mmengine - INFO - Epoch(train) [163][100/313] lr: 7.872e-04 eta: 6:22:28 time: 0.504 data_time: 0.071 memory: 19456 loss: 3.5920 2022/06/14 07:21:08 - mmengine - INFO - Epoch(train) [163][200/313] lr: 7.872e-04 eta: 6:21:34 time: 0.488 data_time: 0.070 memory: 19456 loss: 3.2829 2022/06/14 07:21:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:22:00 - mmengine - INFO - Epoch(train) [163][300/313] lr: 7.872e-04 eta: 6:20:40 time: 0.413 data_time: 0.083 memory: 19456 loss: 3.2569 2022/06/14 07:22:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:22:07 - mmengine - INFO - Saving checkpoint at 163 epochs 2022/06/14 07:22:25 - mmengine - INFO - Epoch(val) [163][25/25] accuracy/top1: 76.7080 accuracy/top5: 93.4560 2022/06/14 07:23:21 - mmengine - INFO - Epoch(train) [164][100/313] lr: 7.782e-04 eta: 6:19:40 time: 0.470 data_time: 0.064 memory: 19456 loss: 3.2577 2022/06/14 07:24:14 - mmengine - INFO - Epoch(train) [164][200/313] lr: 7.782e-04 eta: 6:18:47 time: 0.477 data_time: 0.067 memory: 19456 loss: 3.4740 2022/06/14 07:25:05 - mmengine - INFO - Epoch(train) [164][300/313] lr: 7.782e-04 eta: 6:17:53 time: 0.480 data_time: 0.054 memory: 19456 loss: 3.6835 2022/06/14 07:25:12 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:25:12 - mmengine - INFO - Saving checkpoint at 164 epochs 2022/06/14 07:25:27 - mmengine - INFO - Epoch(val) [164][25/25] accuracy/top1: 76.7720 accuracy/top5: 93.4600 2022/06/14 07:26:23 - mmengine - INFO - Epoch(train) [165][100/313] lr: 7.693e-04 eta: 6:16:53 time: 0.526 data_time: 0.067 memory: 19456 loss: 3.7095 2022/06/14 07:27:16 - mmengine - INFO - Epoch(train) [165][200/313] lr: 7.693e-04 eta: 6:15:59 time: 0.535 data_time: 0.061 memory: 19456 loss: 3.4807 2022/06/14 07:28:07 - mmengine - INFO - Epoch(train) [165][300/313] lr: 7.693e-04 eta: 6:15:04 time: 0.433 data_time: 0.092 memory: 19456 loss: 3.5219 2022/06/14 07:28:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:28:13 - mmengine - INFO - Saving checkpoint at 165 epochs 2022/06/14 07:28:29 - mmengine - INFO - Epoch(val) [165][25/25] accuracy/top1: 76.8120 accuracy/top5: 93.4980 2022/06/14 07:29:25 - mmengine - INFO - Epoch(train) [166][100/313] lr: 7.604e-04 eta: 6:14:04 time: 0.533 data_time: 0.073 memory: 19456 loss: 3.6949 2022/06/14 07:30:19 - mmengine - INFO - Epoch(train) [166][200/313] lr: 7.604e-04 eta: 6:13:11 time: 0.410 data_time: 0.068 memory: 19456 loss: 3.6706 2022/06/14 07:31:11 - mmengine - INFO - Epoch(train) [166][300/313] lr: 7.604e-04 eta: 6:12:17 time: 0.425 data_time: 0.089 memory: 19456 loss: 3.5230 2022/06/14 07:31:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:31:17 - mmengine - INFO - Saving checkpoint at 166 epochs 2022/06/14 07:31:33 - mmengine - INFO - Epoch(val) [166][25/25] accuracy/top1: 76.8640 accuracy/top5: 93.5140 2022/06/14 07:31:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:32:29 - mmengine - INFO - Epoch(train) [167][100/313] lr: 7.515e-04 eta: 6:11:17 time: 0.411 data_time: 0.060 memory: 19456 loss: 3.5319 2022/06/14 07:33:22 - mmengine - INFO - Epoch(train) [167][200/313] lr: 7.515e-04 eta: 6:10:24 time: 0.417 data_time: 0.067 memory: 19456 loss: 3.3654 2022/06/14 07:34:14 - mmengine - INFO - Epoch(train) [167][300/313] lr: 7.515e-04 eta: 6:09:30 time: 0.507 data_time: 0.064 memory: 19456 loss: 3.2006 2022/06/14 07:34:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:34:20 - mmengine - INFO - Saving checkpoint at 167 epochs 2022/06/14 07:34:36 - mmengine - INFO - Epoch(val) [167][25/25] accuracy/top1: 76.9120 accuracy/top5: 93.5480 2022/06/14 07:35:33 - mmengine - INFO - Epoch(train) [168][100/313] lr: 7.426e-04 eta: 6:08:31 time: 0.508 data_time: 0.079 memory: 19456 loss: 3.5766 2022/06/14 07:36:27 - mmengine - INFO - Epoch(train) [168][200/313] lr: 7.426e-04 eta: 6:07:38 time: 0.416 data_time: 0.080 memory: 19456 loss: 3.6574 2022/06/14 07:37:21 - mmengine - INFO - Epoch(train) [168][300/313] lr: 7.426e-04 eta: 6:06:45 time: 0.414 data_time: 0.071 memory: 19456 loss: 3.5665 2022/06/14 07:37:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:37:27 - mmengine - INFO - Saving checkpoint at 168 epochs 2022/06/14 07:37:43 - mmengine - INFO - Epoch(val) [168][25/25] accuracy/top1: 76.9280 accuracy/top5: 93.5780 2022/06/14 07:38:39 - mmengine - INFO - Epoch(train) [169][100/313] lr: 7.337e-04 eta: 6:05:46 time: 0.503 data_time: 0.085 memory: 19456 loss: 3.3571 2022/06/14 07:39:32 - mmengine - INFO - Epoch(train) [169][200/313] lr: 7.337e-04 eta: 6:04:52 time: 0.522 data_time: 0.074 memory: 19456 loss: 3.7927 2022/06/14 07:40:26 - mmengine - INFO - Epoch(train) [169][300/313] lr: 7.337e-04 eta: 6:03:59 time: 0.529 data_time: 0.075 memory: 19456 loss: 3.3483 2022/06/14 07:40:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:40:32 - mmengine - INFO - Saving checkpoint at 169 epochs 2022/06/14 07:40:48 - mmengine - INFO - Epoch(val) [169][25/25] accuracy/top1: 76.9760 accuracy/top5: 93.5960 2022/06/14 07:41:45 - mmengine - INFO - Epoch(train) [170][100/313] lr: 7.249e-04 eta: 6:03:00 time: 0.487 data_time: 0.073 memory: 19456 loss: 3.6623 2022/06/14 07:41:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:42:37 - mmengine - INFO - Epoch(train) [170][200/313] lr: 7.249e-04 eta: 6:02:06 time: 0.510 data_time: 0.063 memory: 19456 loss: 3.3509 2022/06/14 07:43:29 - mmengine - INFO - Epoch(train) [170][300/313] lr: 7.249e-04 eta: 6:01:12 time: 0.435 data_time: 0.057 memory: 19456 loss: 3.6328 2022/06/14 07:43:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:43:35 - mmengine - INFO - Saving checkpoint at 170 epochs 2022/06/14 07:43:51 - mmengine - INFO - Epoch(val) [170][25/25] accuracy/top1: 77.0620 accuracy/top5: 93.6140 2022/06/14 07:44:46 - mmengine - INFO - Epoch(train) [171][100/313] lr: 7.160e-04 eta: 6:00:12 time: 0.475 data_time: 0.093 memory: 19456 loss: 3.6018 2022/06/14 07:45:39 - mmengine - INFO - Epoch(train) [171][200/313] lr: 7.160e-04 eta: 5:59:18 time: 0.511 data_time: 0.074 memory: 19456 loss: 3.2109 2022/06/14 07:46:31 - mmengine - INFO - Epoch(train) [171][300/313] lr: 7.160e-04 eta: 5:58:24 time: 0.491 data_time: 0.078 memory: 19456 loss: 3.4646 2022/06/14 07:46:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:46:38 - mmengine - INFO - Saving checkpoint at 171 epochs 2022/06/14 07:46:57 - mmengine - INFO - Epoch(val) [171][25/25] accuracy/top1: 77.0920 accuracy/top5: 93.6480 2022/06/14 07:47:54 - mmengine - INFO - Epoch(train) [172][100/313] lr: 7.071e-04 eta: 5:57:26 time: 0.405 data_time: 0.012 memory: 19456 loss: 3.4455 2022/06/14 07:48:48 - mmengine - INFO - Epoch(train) [172][200/313] lr: 7.071e-04 eta: 5:56:33 time: 0.418 data_time: 0.008 memory: 19456 loss: 3.4905 2022/06/14 07:49:41 - mmengine - INFO - Epoch(train) [172][300/313] lr: 7.071e-04 eta: 5:55:40 time: 0.415 data_time: 0.077 memory: 19456 loss: 3.5089 2022/06/14 07:49:47 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:49:47 - mmengine - INFO - Saving checkpoint at 172 epochs 2022/06/14 07:50:06 - mmengine - INFO - Epoch(val) [172][25/25] accuracy/top1: 77.1620 accuracy/top5: 93.6920 2022/06/14 07:51:02 - mmengine - INFO - Epoch(train) [173][100/313] lr: 6.983e-04 eta: 5:54:40 time: 0.407 data_time: 0.069 memory: 19456 loss: 3.5700 2022/06/14 07:51:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:51:55 - mmengine - INFO - Epoch(train) [173][200/313] lr: 6.983e-04 eta: 5:53:46 time: 0.415 data_time: 0.067 memory: 19456 loss: 3.5835 2022/06/14 07:52:47 - mmengine - INFO - Epoch(train) [173][300/313] lr: 6.983e-04 eta: 5:52:52 time: 0.488 data_time: 0.079 memory: 19456 loss: 3.5980 2022/06/14 07:52:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:52:54 - mmengine - INFO - Saving checkpoint at 173 epochs 2022/06/14 07:53:10 - mmengine - INFO - Epoch(val) [173][25/25] accuracy/top1: 77.2160 accuracy/top5: 93.7460 2022/06/14 07:54:07 - mmengine - INFO - Epoch(train) [174][100/313] lr: 6.895e-04 eta: 5:51:54 time: 0.479 data_time: 0.079 memory: 19456 loss: 3.9378 2022/06/14 07:55:00 - mmengine - INFO - Epoch(train) [174][200/313] lr: 6.895e-04 eta: 5:51:00 time: 0.530 data_time: 0.071 memory: 19456 loss: 3.2498 2022/06/14 07:55:53 - mmengine - INFO - Epoch(train) [174][300/313] lr: 6.895e-04 eta: 5:50:07 time: 0.479 data_time: 0.059 memory: 19456 loss: 3.7918 2022/06/14 07:56:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:56:00 - mmengine - INFO - Saving checkpoint at 174 epochs 2022/06/14 07:56:15 - mmengine - INFO - Epoch(val) [174][25/25] accuracy/top1: 77.2820 accuracy/top5: 93.7700 2022/06/14 07:57:11 - mmengine - INFO - Epoch(train) [175][100/313] lr: 6.806e-04 eta: 5:49:07 time: 0.499 data_time: 0.063 memory: 19456 loss: 3.2613 2022/06/14 07:58:04 - mmengine - INFO - Epoch(train) [175][200/313] lr: 6.806e-04 eta: 5:48:13 time: 0.514 data_time: 0.065 memory: 19456 loss: 3.3505 2022/06/14 07:58:56 - mmengine - INFO - Epoch(train) [175][300/313] lr: 6.806e-04 eta: 5:47:19 time: 0.416 data_time: 0.069 memory: 19456 loss: 3.4897 2022/06/14 07:59:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 07:59:02 - mmengine - INFO - Saving checkpoint at 175 epochs 2022/06/14 07:59:18 - mmengine - INFO - Epoch(val) [175][25/25] accuracy/top1: 77.3220 accuracy/top5: 93.7960 2022/06/14 08:00:13 - mmengine - INFO - Epoch(train) [176][100/313] lr: 6.718e-04 eta: 5:46:19 time: 0.520 data_time: 0.072 memory: 19456 loss: 3.7021 2022/06/14 08:01:06 - mmengine - INFO - Epoch(train) [176][200/313] lr: 6.718e-04 eta: 5:45:26 time: 0.483 data_time: 0.063 memory: 19456 loss: 3.7077 2022/06/14 08:01:19 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:01:59 - mmengine - INFO - Epoch(train) [176][300/313] lr: 6.718e-04 eta: 5:44:32 time: 0.505 data_time: 0.071 memory: 19456 loss: 3.5850 2022/06/14 08:02:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:02:05 - mmengine - INFO - Saving checkpoint at 176 epochs 2022/06/14 08:02:22 - mmengine - INFO - Epoch(val) [176][25/25] accuracy/top1: 77.3820 accuracy/top5: 93.8260 2022/06/14 08:03:19 - mmengine - INFO - Epoch(train) [177][100/313] lr: 6.630e-04 eta: 5:43:33 time: 0.521 data_time: 0.084 memory: 19456 loss: 3.5040 2022/06/14 08:04:12 - mmengine - INFO - Epoch(train) [177][200/313] lr: 6.630e-04 eta: 5:42:40 time: 0.412 data_time: 0.073 memory: 19456 loss: 3.6590 2022/06/14 08:05:05 - mmengine - INFO - Epoch(train) [177][300/313] lr: 6.630e-04 eta: 5:41:46 time: 0.497 data_time: 0.079 memory: 19456 loss: 3.5509 2022/06/14 08:05:11 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:05:11 - mmengine - INFO - Saving checkpoint at 177 epochs 2022/06/14 08:05:27 - mmengine - INFO - Epoch(val) [177][25/25] accuracy/top1: 77.4580 accuracy/top5: 93.8380 2022/06/14 08:06:24 - mmengine - INFO - Epoch(train) [178][100/313] lr: 6.543e-04 eta: 5:40:47 time: 0.475 data_time: 0.059 memory: 19456 loss: 3.5761 2022/06/14 08:07:17 - mmengine - INFO - Epoch(train) [178][200/313] lr: 6.543e-04 eta: 5:39:54 time: 0.514 data_time: 0.072 memory: 19456 loss: 3.2539 2022/06/14 08:08:11 - mmengine - INFO - Epoch(train) [178][300/313] lr: 6.543e-04 eta: 5:39:00 time: 0.408 data_time: 0.011 memory: 19456 loss: 3.2121 2022/06/14 08:08:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:08:17 - mmengine - INFO - Saving checkpoint at 178 epochs 2022/06/14 08:08:37 - mmengine - INFO - Epoch(val) [178][25/25] accuracy/top1: 77.5180 accuracy/top5: 93.8840 2022/06/14 08:09:33 - mmengine - INFO - Epoch(train) [179][100/313] lr: 6.455e-04 eta: 5:38:01 time: 0.525 data_time: 0.070 memory: 19456 loss: 3.4184 2022/06/14 08:10:26 - mmengine - INFO - Epoch(train) [179][200/313] lr: 6.455e-04 eta: 5:37:08 time: 0.498 data_time: 0.052 memory: 19456 loss: 3.4146 2022/06/14 08:11:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:11:17 - mmengine - INFO - Epoch(train) [179][300/313] lr: 6.455e-04 eta: 5:36:13 time: 0.503 data_time: 0.053 memory: 19456 loss: 3.4705 2022/06/14 08:11:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:11:24 - mmengine - INFO - Saving checkpoint at 179 epochs 2022/06/14 08:11:43 - mmengine - INFO - Epoch(val) [179][25/25] accuracy/top1: 77.6180 accuracy/top5: 93.9120 2022/06/14 08:12:39 - mmengine - INFO - Epoch(train) [180][100/313] lr: 6.368e-04 eta: 5:35:13 time: 0.495 data_time: 0.009 memory: 19456 loss: 3.5511 2022/06/14 08:13:32 - mmengine - INFO - Epoch(train) [180][200/313] lr: 6.368e-04 eta: 5:34:20 time: 0.437 data_time: 0.056 memory: 19456 loss: 3.4267 2022/06/14 08:14:25 - mmengine - INFO - Epoch(train) [180][300/313] lr: 6.368e-04 eta: 5:33:27 time: 0.408 data_time: 0.011 memory: 19456 loss: 3.3887 2022/06/14 08:14:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:14:32 - mmengine - INFO - Saving checkpoint at 180 epochs 2022/06/14 08:14:51 - mmengine - INFO - Epoch(val) [180][25/25] accuracy/top1: 77.6660 accuracy/top5: 93.9560 2022/06/14 08:15:46 - mmengine - INFO - Epoch(train) [181][100/313] lr: 6.281e-04 eta: 5:32:27 time: 0.512 data_time: 0.055 memory: 19456 loss: 3.1794 2022/06/14 08:16:39 - mmengine - INFO - Epoch(train) [181][200/313] lr: 6.281e-04 eta: 5:31:33 time: 0.451 data_time: 0.057 memory: 19456 loss: 3.5117 2022/06/14 08:17:33 - mmengine - INFO - Epoch(train) [181][300/313] lr: 6.281e-04 eta: 5:30:40 time: 0.480 data_time: 0.063 memory: 19456 loss: 3.5525 2022/06/14 08:17:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:17:39 - mmengine - INFO - Saving checkpoint at 181 epochs 2022/06/14 08:17:56 - mmengine - INFO - Epoch(val) [181][25/25] accuracy/top1: 77.7640 accuracy/top5: 93.9940 2022/06/14 08:18:52 - mmengine - INFO - Epoch(train) [182][100/313] lr: 6.194e-04 eta: 5:29:41 time: 0.509 data_time: 0.063 memory: 19456 loss: 3.2790 2022/06/14 08:19:46 - mmengine - INFO - Epoch(train) [182][200/313] lr: 6.194e-04 eta: 5:28:48 time: 0.505 data_time: 0.009 memory: 19456 loss: 3.4396 2022/06/14 08:20:40 - mmengine - INFO - Epoch(train) [182][300/313] lr: 6.194e-04 eta: 5:27:55 time: 0.520 data_time: 0.203 memory: 19456 loss: 3.5645 2022/06/14 08:20:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:20:46 - mmengine - INFO - Saving checkpoint at 182 epochs 2022/06/14 08:21:05 - mmengine - INFO - Epoch(val) [182][25/25] accuracy/top1: 77.8020 accuracy/top5: 94.0380 2022/06/14 08:21:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:22:01 - mmengine - INFO - Epoch(train) [183][100/313] lr: 6.107e-04 eta: 5:26:56 time: 0.420 data_time: 0.074 memory: 19456 loss: 3.4850 2022/06/14 08:22:54 - mmengine - INFO - Epoch(train) [183][200/313] lr: 6.107e-04 eta: 5:26:02 time: 0.413 data_time: 0.072 memory: 19456 loss: 3.5750 2022/06/14 08:23:48 - mmengine - INFO - Epoch(train) [183][300/313] lr: 6.107e-04 eta: 5:25:09 time: 0.421 data_time: 0.075 memory: 19456 loss: 3.4702 2022/06/14 08:23:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:23:54 - mmengine - INFO - Saving checkpoint at 183 epochs 2022/06/14 08:24:14 - mmengine - INFO - Epoch(val) [183][25/25] accuracy/top1: 77.8460 accuracy/top5: 94.0880 2022/06/14 08:25:09 - mmengine - INFO - Epoch(train) [184][100/313] lr: 6.021e-04 eta: 5:24:09 time: 0.413 data_time: 0.059 memory: 19456 loss: 3.5239 2022/06/14 08:26:01 - mmengine - INFO - Epoch(train) [184][200/313] lr: 6.021e-04 eta: 5:23:15 time: 0.433 data_time: 0.053 memory: 19456 loss: 3.4156 2022/06/14 08:26:53 - mmengine - INFO - Epoch(train) [184][300/313] lr: 6.021e-04 eta: 5:22:21 time: 0.441 data_time: 0.056 memory: 19456 loss: 3.2433 2022/06/14 08:26:59 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:26:59 - mmengine - INFO - Saving checkpoint at 184 epochs 2022/06/14 08:27:15 - mmengine - INFO - Epoch(val) [184][25/25] accuracy/top1: 77.8740 accuracy/top5: 94.1200 2022/06/14 08:28:11 - mmengine - INFO - Epoch(train) [185][100/313] lr: 5.935e-04 eta: 5:21:21 time: 0.491 data_time: 0.009 memory: 19456 loss: 3.3940 2022/06/14 08:29:03 - mmengine - INFO - Epoch(train) [185][200/313] lr: 5.935e-04 eta: 5:20:27 time: 0.491 data_time: 0.061 memory: 19456 loss: 3.2968 2022/06/14 08:29:55 - mmengine - INFO - Epoch(train) [185][300/313] lr: 5.935e-04 eta: 5:19:32 time: 0.500 data_time: 0.065 memory: 19456 loss: 3.3362 2022/06/14 08:30:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:30:01 - mmengine - INFO - Saving checkpoint at 185 epochs 2022/06/14 08:30:16 - mmengine - INFO - Epoch(val) [185][25/25] accuracy/top1: 77.9300 accuracy/top5: 94.1640 2022/06/14 08:31:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:31:12 - mmengine - INFO - Epoch(train) [186][100/313] lr: 5.849e-04 eta: 5:18:33 time: 0.540 data_time: 0.081 memory: 19456 loss: 3.1710 2022/06/14 08:32:05 - mmengine - INFO - Epoch(train) [186][200/313] lr: 5.849e-04 eta: 5:17:39 time: 0.467 data_time: 0.084 memory: 19456 loss: 3.2838 2022/06/14 08:32:57 - mmengine - INFO - Epoch(train) [186][300/313] lr: 5.849e-04 eta: 5:16:45 time: 0.418 data_time: 0.072 memory: 19456 loss: 3.1217 2022/06/14 08:33:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:33:04 - mmengine - INFO - Saving checkpoint at 186 epochs 2022/06/14 08:33:20 - mmengine - INFO - Epoch(val) [186][25/25] accuracy/top1: 77.9800 accuracy/top5: 94.1900 2022/06/14 08:34:16 - mmengine - INFO - Epoch(train) [187][100/313] lr: 5.764e-04 eta: 5:15:46 time: 0.508 data_time: 0.073 memory: 19456 loss: 3.4589 2022/06/14 08:35:10 - mmengine - INFO - Epoch(train) [187][200/313] lr: 5.764e-04 eta: 5:14:52 time: 0.528 data_time: 0.012 memory: 19456 loss: 3.5554 2022/06/14 08:36:02 - mmengine - INFO - Epoch(train) [187][300/313] lr: 5.764e-04 eta: 5:13:58 time: 0.502 data_time: 0.013 memory: 19456 loss: 3.4183 2022/06/14 08:36:08 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:36:08 - mmengine - INFO - Saving checkpoint at 187 epochs 2022/06/14 08:36:25 - mmengine - INFO - Epoch(val) [187][25/25] accuracy/top1: 78.0640 accuracy/top5: 94.2180 2022/06/14 08:37:21 - mmengine - INFO - Epoch(train) [188][100/313] lr: 5.678e-04 eta: 5:12:59 time: 0.409 data_time: 0.008 memory: 19456 loss: 3.2687 2022/06/14 08:38:15 - mmengine - INFO - Epoch(train) [188][200/313] lr: 5.678e-04 eta: 5:12:06 time: 0.508 data_time: 0.010 memory: 19456 loss: 3.4144 2022/06/14 08:39:08 - mmengine - INFO - Epoch(train) [188][300/313] lr: 5.678e-04 eta: 5:11:12 time: 0.410 data_time: 0.010 memory: 19456 loss: 3.2308 2022/06/14 08:39:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:39:14 - mmengine - INFO - Saving checkpoint at 188 epochs 2022/06/14 08:39:33 - mmengine - INFO - Epoch(val) [188][25/25] accuracy/top1: 78.1280 accuracy/top5: 94.2480 2022/06/14 08:40:28 - mmengine - INFO - Epoch(train) [189][100/313] lr: 5.593e-04 eta: 5:10:12 time: 0.405 data_time: 0.011 memory: 19456 loss: 3.4502 2022/06/14 08:40:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:41:21 - mmengine - INFO - Epoch(train) [189][200/313] lr: 5.593e-04 eta: 5:09:18 time: 0.461 data_time: 0.008 memory: 19456 loss: 3.3112 2022/06/14 08:42:12 - mmengine - INFO - Epoch(train) [189][300/313] lr: 5.593e-04 eta: 5:08:24 time: 0.403 data_time: 0.008 memory: 19456 loss: 3.4325 2022/06/14 08:42:19 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:42:19 - mmengine - INFO - Saving checkpoint at 189 epochs 2022/06/14 08:42:35 - mmengine - INFO - Epoch(val) [189][25/25] accuracy/top1: 78.1680 accuracy/top5: 94.2860 2022/06/14 08:43:30 - mmengine - INFO - Epoch(train) [190][100/313] lr: 5.509e-04 eta: 5:07:24 time: 0.426 data_time: 0.059 memory: 19456 loss: 3.2840 2022/06/14 08:44:22 - mmengine - INFO - Epoch(train) [190][200/313] lr: 5.509e-04 eta: 5:06:30 time: 0.452 data_time: 0.058 memory: 19456 loss: 3.6086 2022/06/14 08:45:14 - mmengine - INFO - Epoch(train) [190][300/313] lr: 5.509e-04 eta: 5:05:36 time: 0.412 data_time: 0.062 memory: 19456 loss: 3.3569 2022/06/14 08:45:21 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:45:21 - mmengine - INFO - Saving checkpoint at 190 epochs 2022/06/14 08:45:39 - mmengine - INFO - Epoch(val) [190][25/25] accuracy/top1: 78.1900 accuracy/top5: 94.3200 2022/06/14 08:46:36 - mmengine - INFO - Epoch(train) [191][100/313] lr: 5.424e-04 eta: 5:04:37 time: 0.463 data_time: 0.062 memory: 19456 loss: 3.4836 2022/06/14 08:47:29 - mmengine - INFO - Epoch(train) [191][200/313] lr: 5.424e-04 eta: 5:03:43 time: 0.413 data_time: 0.054 memory: 19456 loss: 3.2141 2022/06/14 08:48:22 - mmengine - INFO - Epoch(train) [191][300/313] lr: 5.424e-04 eta: 5:02:50 time: 0.442 data_time: 0.071 memory: 19456 loss: 3.4113 2022/06/14 08:48:28 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:48:28 - mmengine - INFO - Saving checkpoint at 191 epochs 2022/06/14 08:48:45 - mmengine - INFO - Epoch(val) [191][25/25] accuracy/top1: 78.2620 accuracy/top5: 94.3300 2022/06/14 08:49:41 - mmengine - INFO - Epoch(train) [192][100/313] lr: 5.340e-04 eta: 5:01:50 time: 0.506 data_time: 0.191 memory: 19456 loss: 3.0359 2022/06/14 08:50:34 - mmengine - INFO - Epoch(train) [192][200/313] lr: 5.340e-04 eta: 5:00:57 time: 0.511 data_time: 0.201 memory: 19456 loss: 3.7198 2022/06/14 08:50:43 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:51:28 - mmengine - INFO - Epoch(train) [192][300/313] lr: 5.340e-04 eta: 5:00:04 time: 0.524 data_time: 0.206 memory: 19456 loss: 3.6066 2022/06/14 08:51:34 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:51:34 - mmengine - INFO - Saving checkpoint at 192 epochs 2022/06/14 08:51:49 - mmengine - INFO - Epoch(val) [192][25/25] accuracy/top1: 78.3440 accuracy/top5: 94.3500 2022/06/14 08:52:44 - mmengine - INFO - Epoch(train) [193][100/313] lr: 5.257e-04 eta: 4:59:03 time: 0.418 data_time: 0.071 memory: 19456 loss: 3.5672 2022/06/14 08:53:36 - mmengine - INFO - Epoch(train) [193][200/313] lr: 5.257e-04 eta: 4:58:10 time: 0.516 data_time: 0.074 memory: 19456 loss: 3.3072 2022/06/14 08:54:28 - mmengine - INFO - Epoch(train) [193][300/313] lr: 5.257e-04 eta: 4:57:15 time: 0.497 data_time: 0.067 memory: 19456 loss: 3.2527 2022/06/14 08:54:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:54:35 - mmengine - INFO - Saving checkpoint at 193 epochs 2022/06/14 08:54:54 - mmengine - INFO - Epoch(val) [193][25/25] accuracy/top1: 78.3760 accuracy/top5: 94.3920 2022/06/14 08:55:50 - mmengine - INFO - Epoch(train) [194][100/313] lr: 5.173e-04 eta: 4:56:15 time: 0.427 data_time: 0.066 memory: 19456 loss: 3.3786 2022/06/14 08:56:43 - mmengine - INFO - Epoch(train) [194][200/313] lr: 5.173e-04 eta: 4:55:22 time: 0.469 data_time: 0.058 memory: 19456 loss: 3.4312 2022/06/14 08:57:36 - mmengine - INFO - Epoch(train) [194][300/313] lr: 5.173e-04 eta: 4:54:29 time: 0.506 data_time: 0.057 memory: 19456 loss: 3.4013 2022/06/14 08:57:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 08:57:42 - mmengine - INFO - Saving checkpoint at 194 epochs 2022/06/14 08:58:01 - mmengine - INFO - Epoch(val) [194][25/25] accuracy/top1: 78.3740 accuracy/top5: 94.4000 2022/06/14 08:58:56 - mmengine - INFO - Epoch(train) [195][100/313] lr: 5.090e-04 eta: 4:53:28 time: 0.499 data_time: 0.052 memory: 19456 loss: 3.5632 2022/06/14 08:59:48 - mmengine - INFO - Epoch(train) [195][200/313] lr: 5.090e-04 eta: 4:52:34 time: 0.411 data_time: 0.059 memory: 19456 loss: 3.4804 2022/06/14 09:00:28 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:00:39 - mmengine - INFO - Epoch(train) [195][300/313] lr: 5.090e-04 eta: 4:51:40 time: 0.413 data_time: 0.058 memory: 19456 loss: 3.3802 2022/06/14 09:00:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:00:46 - mmengine - INFO - Saving checkpoint at 195 epochs 2022/06/14 09:01:02 - mmengine - INFO - Epoch(val) [195][25/25] accuracy/top1: 78.4400 accuracy/top5: 94.4540 2022/06/14 09:01:59 - mmengine - INFO - Epoch(train) [196][100/313] lr: 5.008e-04 eta: 4:50:41 time: 0.473 data_time: 0.054 memory: 19456 loss: 3.2414 2022/06/14 09:02:53 - mmengine - INFO - Epoch(train) [196][200/313] lr: 5.008e-04 eta: 4:49:48 time: 0.527 data_time: 0.071 memory: 19456 loss: 3.3441 2022/06/14 09:03:47 - mmengine - INFO - Epoch(train) [196][300/313] lr: 5.008e-04 eta: 4:48:55 time: 0.467 data_time: 0.064 memory: 19456 loss: 3.2638 2022/06/14 09:03:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:03:54 - mmengine - INFO - Saving checkpoint at 196 epochs 2022/06/14 09:04:10 - mmengine - INFO - Epoch(val) [196][25/25] accuracy/top1: 78.5020 accuracy/top5: 94.4820 2022/06/14 09:05:06 - mmengine - INFO - Epoch(train) [197][100/313] lr: 4.925e-04 eta: 4:47:56 time: 0.537 data_time: 0.189 memory: 19456 loss: 3.1543 2022/06/14 09:06:01 - mmengine - INFO - Epoch(train) [197][200/313] lr: 4.925e-04 eta: 4:47:03 time: 0.493 data_time: 0.053 memory: 19456 loss: 3.0782 2022/06/14 09:06:53 - mmengine - INFO - Epoch(train) [197][300/313] lr: 4.925e-04 eta: 4:46:09 time: 0.503 data_time: 0.056 memory: 19456 loss: 3.4761 2022/06/14 09:06:59 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:06:59 - mmengine - INFO - Saving checkpoint at 197 epochs 2022/06/14 09:07:15 - mmengine - INFO - Epoch(val) [197][25/25] accuracy/top1: 78.5560 accuracy/top5: 94.5000 2022/06/14 09:08:10 - mmengine - INFO - Epoch(train) [198][100/313] lr: 4.844e-04 eta: 4:45:09 time: 0.504 data_time: 0.067 memory: 19456 loss: 3.2620 2022/06/14 09:09:02 - mmengine - INFO - Epoch(train) [198][200/313] lr: 4.844e-04 eta: 4:44:15 time: 0.422 data_time: 0.069 memory: 19456 loss: 3.1492 2022/06/14 09:09:54 - mmengine - INFO - Epoch(train) [198][300/313] lr: 4.844e-04 eta: 4:43:21 time: 0.541 data_time: 0.070 memory: 19456 loss: 3.2704 2022/06/14 09:10:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:10:01 - mmengine - INFO - Saving checkpoint at 198 epochs 2022/06/14 09:10:19 - mmengine - INFO - Epoch(val) [198][25/25] accuracy/top1: 78.6040 accuracy/top5: 94.5300 2022/06/14 09:10:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:11:15 - mmengine - INFO - Epoch(train) [199][100/313] lr: 4.762e-04 eta: 4:42:21 time: 0.415 data_time: 0.069 memory: 19456 loss: 3.3918 2022/06/14 09:12:07 - mmengine - INFO - Epoch(train) [199][200/313] lr: 4.762e-04 eta: 4:41:28 time: 0.516 data_time: 0.080 memory: 19456 loss: 3.3871 2022/06/14 09:13:01 - mmengine - INFO - Epoch(train) [199][300/313] lr: 4.762e-04 eta: 4:40:35 time: 0.517 data_time: 0.207 memory: 19456 loss: 3.3406 2022/06/14 09:13:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:13:07 - mmengine - INFO - Saving checkpoint at 199 epochs 2022/06/14 09:13:24 - mmengine - INFO - Epoch(val) [199][25/25] accuracy/top1: 78.6720 accuracy/top5: 94.5400 2022/06/14 09:14:19 - mmengine - INFO - Epoch(train) [200][100/313] lr: 4.681e-04 eta: 4:39:35 time: 0.524 data_time: 0.061 memory: 19456 loss: 3.3183 2022/06/14 09:15:12 - mmengine - INFO - Epoch(train) [200][200/313] lr: 4.681e-04 eta: 4:38:41 time: 0.412 data_time: 0.057 memory: 19456 loss: 3.4243 2022/06/14 09:16:05 - mmengine - INFO - Epoch(train) [200][300/313] lr: 4.681e-04 eta: 4:37:48 time: 0.458 data_time: 0.063 memory: 19456 loss: 2.7912 2022/06/14 09:16:11 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:16:11 - mmengine - INFO - Saving checkpoint at 200 epochs 2022/06/14 09:16:27 - mmengine - INFO - Epoch(val) [200][25/25] accuracy/top1: 78.7040 accuracy/top5: 94.5720 2022/06/14 09:17:22 - mmengine - INFO - Epoch(train) [201][100/313] lr: 4.601e-04 eta: 4:36:47 time: 0.500 data_time: 0.088 memory: 19456 loss: 3.3652 2022/06/14 09:18:14 - mmengine - INFO - Epoch(train) [201][200/313] lr: 4.601e-04 eta: 4:35:54 time: 0.744 data_time: 0.078 memory: 19456 loss: 3.4396 2022/06/14 09:19:07 - mmengine - INFO - Epoch(train) [201][300/313] lr: 4.601e-04 eta: 4:35:00 time: 0.520 data_time: 0.067 memory: 19456 loss: 3.2322 2022/06/14 09:19:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:19:14 - mmengine - INFO - Saving checkpoint at 201 epochs 2022/06/14 09:19:30 - mmengine - INFO - Epoch(val) [201][25/25] accuracy/top1: 78.7520 accuracy/top5: 94.5900 2022/06/14 09:20:19 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:20:26 - mmengine - INFO - Epoch(train) [202][100/313] lr: 4.520e-04 eta: 4:34:01 time: 0.509 data_time: 0.100 memory: 19456 loss: 3.4240 2022/06/14 09:21:19 - mmengine - INFO - Epoch(train) [202][200/313] lr: 4.520e-04 eta: 4:33:08 time: 0.502 data_time: 0.075 memory: 19456 loss: 3.3261 2022/06/14 09:22:12 - mmengine - INFO - Epoch(train) [202][300/313] lr: 4.520e-04 eta: 4:32:14 time: 0.417 data_time: 0.070 memory: 19456 loss: 3.0960 2022/06/14 09:22:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:22:18 - mmengine - INFO - Saving checkpoint at 202 epochs 2022/06/14 09:22:35 - mmengine - INFO - Epoch(val) [202][25/25] accuracy/top1: 78.8040 accuracy/top5: 94.6100 2022/06/14 09:23:30 - mmengine - INFO - Epoch(train) [203][100/313] lr: 4.441e-04 eta: 4:31:14 time: 0.420 data_time: 0.079 memory: 19456 loss: 3.3941 2022/06/14 09:24:23 - mmengine - INFO - Epoch(train) [203][200/313] lr: 4.441e-04 eta: 4:30:20 time: 0.511 data_time: 0.086 memory: 19456 loss: 3.3473 2022/06/14 09:25:16 - mmengine - INFO - Epoch(train) [203][300/313] lr: 4.441e-04 eta: 4:29:27 time: 0.480 data_time: 0.010 memory: 19456 loss: 3.2473 2022/06/14 09:25:22 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:25:22 - mmengine - INFO - Saving checkpoint at 203 epochs 2022/06/14 09:25:38 - mmengine - INFO - Epoch(val) [203][25/25] accuracy/top1: 78.8840 accuracy/top5: 94.6480 2022/06/14 09:26:35 - mmengine - INFO - Epoch(train) [204][100/313] lr: 4.362e-04 eta: 4:28:28 time: 0.423 data_time: 0.085 memory: 19456 loss: 2.9671 2022/06/14 09:27:27 - mmengine - INFO - Epoch(train) [204][200/313] lr: 4.362e-04 eta: 4:27:34 time: 0.523 data_time: 0.081 memory: 19456 loss: 3.2055 2022/06/14 09:28:19 - mmengine - INFO - Epoch(train) [204][300/313] lr: 4.362e-04 eta: 4:26:40 time: 0.417 data_time: 0.081 memory: 19456 loss: 3.3592 2022/06/14 09:28:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:28:26 - mmengine - INFO - Saving checkpoint at 204 epochs 2022/06/14 09:28:43 - mmengine - INFO - Epoch(val) [204][25/25] accuracy/top1: 78.9280 accuracy/top5: 94.6720 2022/06/14 09:29:38 - mmengine - INFO - Epoch(train) [205][100/313] lr: 4.283e-04 eta: 4:25:40 time: 0.413 data_time: 0.087 memory: 19456 loss: 3.1978 2022/06/14 09:30:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:30:31 - mmengine - INFO - Epoch(train) [205][200/313] lr: 4.283e-04 eta: 4:24:47 time: 0.542 data_time: 0.083 memory: 19456 loss: 3.0524 2022/06/14 09:31:22 - mmengine - INFO - Epoch(train) [205][300/313] lr: 4.283e-04 eta: 4:23:53 time: 0.527 data_time: 0.075 memory: 19456 loss: 3.0173 2022/06/14 09:31:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:31:29 - mmengine - INFO - Saving checkpoint at 205 epochs 2022/06/14 09:31:45 - mmengine - INFO - Epoch(val) [205][25/25] accuracy/top1: 78.9600 accuracy/top5: 94.7120 2022/06/14 09:32:41 - mmengine - INFO - Epoch(train) [206][100/313] lr: 4.204e-04 eta: 4:22:53 time: 0.410 data_time: 0.062 memory: 19456 loss: 3.2396 2022/06/14 09:33:34 - mmengine - INFO - Epoch(train) [206][200/313] lr: 4.204e-04 eta: 4:22:00 time: 0.491 data_time: 0.066 memory: 19456 loss: 3.4048 2022/06/14 09:34:26 - mmengine - INFO - Epoch(train) [206][300/313] lr: 4.204e-04 eta: 4:21:06 time: 0.472 data_time: 0.068 memory: 19456 loss: 3.2038 2022/06/14 09:34:33 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:34:33 - mmengine - INFO - Saving checkpoint at 206 epochs 2022/06/14 09:34:49 - mmengine - INFO - Epoch(val) [206][25/25] accuracy/top1: 79.0440 accuracy/top5: 94.7380 2022/06/14 09:35:45 - mmengine - INFO - Epoch(train) [207][100/313] lr: 4.127e-04 eta: 4:20:06 time: 0.415 data_time: 0.079 memory: 19456 loss: 3.2560 2022/06/14 09:36:39 - mmengine - INFO - Epoch(train) [207][200/313] lr: 4.127e-04 eta: 4:19:13 time: 0.410 data_time: 0.073 memory: 19456 loss: 3.2931 2022/06/14 09:37:31 - mmengine - INFO - Epoch(train) [207][300/313] lr: 4.127e-04 eta: 4:18:20 time: 0.442 data_time: 0.069 memory: 19456 loss: 2.9950 2022/06/14 09:37:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:37:38 - mmengine - INFO - Saving checkpoint at 207 epochs 2022/06/14 09:37:54 - mmengine - INFO - Epoch(val) [207][25/25] accuracy/top1: 79.1300 accuracy/top5: 94.7720 2022/06/14 09:38:50 - mmengine - INFO - Epoch(train) [208][100/313] lr: 4.049e-04 eta: 4:17:20 time: 0.416 data_time: 0.082 memory: 19456 loss: 3.2724 2022/06/14 09:39:43 - mmengine - INFO - Epoch(train) [208][200/313] lr: 4.049e-04 eta: 4:16:27 time: 0.515 data_time: 0.078 memory: 19456 loss: 3.0524 2022/06/14 09:39:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:40:35 - mmengine - INFO - Epoch(train) [208][300/313] lr: 4.049e-04 eta: 4:15:33 time: 0.427 data_time: 0.090 memory: 19456 loss: 3.1872 2022/06/14 09:40:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:40:42 - mmengine - INFO - Saving checkpoint at 208 epochs 2022/06/14 09:41:02 - mmengine - INFO - Epoch(val) [208][25/25] accuracy/top1: 79.1740 accuracy/top5: 94.7960 2022/06/14 09:41:56 - mmengine - INFO - Epoch(train) [209][100/313] lr: 3.972e-04 eta: 4:14:32 time: 0.422 data_time: 0.073 memory: 19456 loss: 3.2347 2022/06/14 09:42:48 - mmengine - INFO - Epoch(train) [209][200/313] lr: 3.972e-04 eta: 4:13:38 time: 0.522 data_time: 0.086 memory: 19456 loss: 3.2212 2022/06/14 09:43:40 - mmengine - INFO - Epoch(train) [209][300/313] lr: 3.972e-04 eta: 4:12:45 time: 0.459 data_time: 0.079 memory: 19456 loss: 3.3804 2022/06/14 09:43:47 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:43:47 - mmengine - INFO - Saving checkpoint at 209 epochs 2022/06/14 09:44:04 - mmengine - INFO - Epoch(val) [209][25/25] accuracy/top1: 79.2200 accuracy/top5: 94.8240 2022/06/14 09:44:58 - mmengine - INFO - Epoch(train) [210][100/313] lr: 3.896e-04 eta: 4:11:44 time: 0.410 data_time: 0.075 memory: 19456 loss: 3.1018 2022/06/14 09:45:50 - mmengine - INFO - Epoch(train) [210][200/313] lr: 3.896e-04 eta: 4:10:51 time: 0.477 data_time: 0.008 memory: 19456 loss: 3.2042 2022/06/14 09:46:42 - mmengine - INFO - Epoch(train) [210][300/313] lr: 3.896e-04 eta: 4:09:57 time: 0.410 data_time: 0.010 memory: 19456 loss: 3.1545 2022/06/14 09:46:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:46:48 - mmengine - INFO - Saving checkpoint at 210 epochs 2022/06/14 09:47:04 - mmengine - INFO - Epoch(val) [210][25/25] accuracy/top1: 79.2840 accuracy/top5: 94.8700 2022/06/14 09:47:59 - mmengine - INFO - Epoch(train) [211][100/313] lr: 3.820e-04 eta: 4:08:56 time: 0.419 data_time: 0.073 memory: 19456 loss: 3.4733 2022/06/14 09:48:51 - mmengine - INFO - Epoch(train) [211][200/313] lr: 3.820e-04 eta: 4:08:03 time: 0.469 data_time: 0.059 memory: 19456 loss: 3.1987 2022/06/14 09:49:26 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:49:42 - mmengine - INFO - Epoch(train) [211][300/313] lr: 3.820e-04 eta: 4:07:08 time: 0.505 data_time: 0.058 memory: 19456 loss: 3.1507 2022/06/14 09:49:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:49:48 - mmengine - INFO - Saving checkpoint at 211 epochs 2022/06/14 09:50:07 - mmengine - INFO - Epoch(val) [211][25/25] accuracy/top1: 79.3440 accuracy/top5: 94.8860 2022/06/14 09:51:03 - mmengine - INFO - Epoch(train) [212][100/313] lr: 3.745e-04 eta: 4:06:08 time: 0.448 data_time: 0.061 memory: 19456 loss: 3.3980 2022/06/14 09:51:54 - mmengine - INFO - Epoch(train) [212][200/313] lr: 3.745e-04 eta: 4:05:15 time: 0.501 data_time: 0.060 memory: 19456 loss: 3.3478 2022/06/14 09:52:46 - mmengine - INFO - Epoch(train) [212][300/313] lr: 3.745e-04 eta: 4:04:21 time: 0.549 data_time: 0.059 memory: 19456 loss: 3.0673 2022/06/14 09:52:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:52:53 - mmengine - INFO - Saving checkpoint at 212 epochs 2022/06/14 09:53:10 - mmengine - INFO - Epoch(val) [212][25/25] accuracy/top1: 79.3900 accuracy/top5: 94.9060 2022/06/14 09:54:06 - mmengine - INFO - Epoch(train) [213][100/313] lr: 3.670e-04 eta: 4:03:21 time: 0.430 data_time: 0.057 memory: 19456 loss: 3.0099 2022/06/14 09:54:58 - mmengine - INFO - Epoch(train) [213][200/313] lr: 3.670e-04 eta: 4:02:28 time: 0.477 data_time: 0.068 memory: 19456 loss: 3.1370 2022/06/14 09:55:50 - mmengine - INFO - Epoch(train) [213][300/313] lr: 3.670e-04 eta: 4:01:34 time: 0.417 data_time: 0.056 memory: 19456 loss: 3.2702 2022/06/14 09:55:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:55:57 - mmengine - INFO - Saving checkpoint at 213 epochs 2022/06/14 09:56:13 - mmengine - INFO - Epoch(val) [213][25/25] accuracy/top1: 79.4280 accuracy/top5: 94.9340 2022/06/14 09:57:08 - mmengine - INFO - Epoch(train) [214][100/313] lr: 3.596e-04 eta: 4:00:34 time: 0.525 data_time: 0.056 memory: 19456 loss: 3.0875 2022/06/14 09:58:00 - mmengine - INFO - Epoch(train) [214][200/313] lr: 3.596e-04 eta: 3:59:41 time: 0.419 data_time: 0.052 memory: 19456 loss: 3.1918 2022/06/14 09:58:53 - mmengine - INFO - Epoch(train) [214][300/313] lr: 3.596e-04 eta: 3:58:47 time: 0.412 data_time: 0.057 memory: 19456 loss: 3.1071 2022/06/14 09:59:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 09:59:00 - mmengine - INFO - Saving checkpoint at 214 epochs 2022/06/14 09:59:16 - mmengine - INFO - Epoch(val) [214][25/25] accuracy/top1: 79.4720 accuracy/top5: 94.9660 2022/06/14 09:59:28 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:00:12 - mmengine - INFO - Epoch(train) [215][100/313] lr: 3.523e-04 eta: 3:57:47 time: 0.507 data_time: 0.009 memory: 19456 loss: 3.2390 2022/06/14 10:01:04 - mmengine - INFO - Epoch(train) [215][200/313] lr: 3.523e-04 eta: 3:56:54 time: 0.497 data_time: 0.059 memory: 19456 loss: 3.2103 2022/06/14 10:01:58 - mmengine - INFO - Epoch(train) [215][300/313] lr: 3.523e-04 eta: 3:56:01 time: 0.414 data_time: 0.059 memory: 19456 loss: 3.3660 2022/06/14 10:02:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:02:04 - mmengine - INFO - Saving checkpoint at 215 epochs 2022/06/14 10:02:21 - mmengine - INFO - Epoch(val) [215][25/25] accuracy/top1: 79.5300 accuracy/top5: 95.0140 2022/06/14 10:03:16 - mmengine - INFO - Epoch(train) [216][100/313] lr: 3.450e-04 eta: 3:55:00 time: 0.488 data_time: 0.055 memory: 19456 loss: 3.3843 2022/06/14 10:04:08 - mmengine - INFO - Epoch(train) [216][200/313] lr: 3.450e-04 eta: 3:54:07 time: 0.405 data_time: 0.060 memory: 19456 loss: 3.1658 2022/06/14 10:05:00 - mmengine - INFO - Epoch(train) [216][300/313] lr: 3.450e-04 eta: 3:53:13 time: 0.486 data_time: 0.068 memory: 19456 loss: 3.1084 2022/06/14 10:05:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:05:07 - mmengine - INFO - Saving checkpoint at 216 epochs 2022/06/14 10:05:23 - mmengine - INFO - Epoch(val) [216][25/25] accuracy/top1: 79.5760 accuracy/top5: 95.0400 2022/06/14 10:06:20 - mmengine - INFO - Epoch(train) [217][100/313] lr: 3.377e-04 eta: 3:52:14 time: 0.531 data_time: 0.063 memory: 19456 loss: 3.3981 2022/06/14 10:07:14 - mmengine - INFO - Epoch(train) [217][200/313] lr: 3.377e-04 eta: 3:51:21 time: 0.501 data_time: 0.063 memory: 19456 loss: 3.2578 2022/06/14 10:08:07 - mmengine - INFO - Epoch(train) [217][300/313] lr: 3.377e-04 eta: 3:50:28 time: 0.503 data_time: 0.066 memory: 19456 loss: 3.0070 2022/06/14 10:08:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:08:14 - mmengine - INFO - Saving checkpoint at 217 epochs 2022/06/14 10:08:31 - mmengine - INFO - Epoch(val) [217][25/25] accuracy/top1: 79.6160 accuracy/top5: 95.0500 2022/06/14 10:09:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:09:27 - mmengine - INFO - Epoch(train) [218][100/313] lr: 3.305e-04 eta: 3:49:28 time: 0.524 data_time: 0.009 memory: 19456 loss: 3.2302 2022/06/14 10:10:21 - mmengine - INFO - Epoch(train) [218][200/313] lr: 3.305e-04 eta: 3:48:35 time: 0.563 data_time: 0.009 memory: 19456 loss: 3.5256 2022/06/14 10:11:14 - mmengine - INFO - Epoch(train) [218][300/313] lr: 3.305e-04 eta: 3:47:42 time: 0.482 data_time: 0.008 memory: 19456 loss: 3.1238 2022/06/14 10:11:21 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:11:21 - mmengine - INFO - Saving checkpoint at 218 epochs 2022/06/14 10:11:37 - mmengine - INFO - Epoch(val) [218][25/25] accuracy/top1: 79.6760 accuracy/top5: 95.0920 2022/06/14 10:12:33 - mmengine - INFO - Epoch(train) [219][100/313] lr: 3.234e-04 eta: 3:46:42 time: 0.423 data_time: 0.079 memory: 19456 loss: 3.1692 2022/06/14 10:13:26 - mmengine - INFO - Epoch(train) [219][200/313] lr: 3.234e-04 eta: 3:45:49 time: 0.415 data_time: 0.073 memory: 19456 loss: 3.2004 2022/06/14 10:14:20 - mmengine - INFO - Epoch(train) [219][300/313] lr: 3.234e-04 eta: 3:44:56 time: 0.485 data_time: 0.096 memory: 19456 loss: 3.1999 2022/06/14 10:14:27 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:14:27 - mmengine - INFO - Saving checkpoint at 219 epochs 2022/06/14 10:14:43 - mmengine - INFO - Epoch(val) [219][25/25] accuracy/top1: 79.7180 accuracy/top5: 95.1080 2022/06/14 10:15:39 - mmengine - INFO - Epoch(train) [220][100/313] lr: 3.163e-04 eta: 3:43:56 time: 0.517 data_time: 0.012 memory: 19456 loss: 3.1182 2022/06/14 10:16:31 - mmengine - INFO - Epoch(train) [220][200/313] lr: 3.163e-04 eta: 3:43:03 time: 0.426 data_time: 0.057 memory: 19456 loss: 3.3826 2022/06/14 10:17:24 - mmengine - INFO - Epoch(train) [220][300/313] lr: 3.163e-04 eta: 3:42:10 time: 0.490 data_time: 0.008 memory: 19456 loss: 3.2971 2022/06/14 10:17:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:17:31 - mmengine - INFO - Saving checkpoint at 220 epochs 2022/06/14 10:17:47 - mmengine - INFO - Epoch(val) [220][25/25] accuracy/top1: 79.7740 accuracy/top5: 95.1540 2022/06/14 10:18:43 - mmengine - INFO - Epoch(train) [221][100/313] lr: 3.093e-04 eta: 3:41:10 time: 0.409 data_time: 0.059 memory: 19456 loss: 3.2115 2022/06/14 10:19:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:19:35 - mmengine - INFO - Epoch(train) [221][200/313] lr: 3.093e-04 eta: 3:40:16 time: 0.543 data_time: 0.061 memory: 19456 loss: 2.9296 2022/06/14 10:20:27 - mmengine - INFO - Epoch(train) [221][300/313] lr: 3.093e-04 eta: 3:39:23 time: 0.431 data_time: 0.060 memory: 19456 loss: 3.0262 2022/06/14 10:20:34 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:20:34 - mmengine - INFO - Saving checkpoint at 221 epochs 2022/06/14 10:20:50 - mmengine - INFO - Epoch(val) [221][25/25] accuracy/top1: 79.8220 accuracy/top5: 95.1720 2022/06/14 10:21:46 - mmengine - INFO - Epoch(train) [222][100/313] lr: 3.024e-04 eta: 3:38:23 time: 0.574 data_time: 0.064 memory: 19456 loss: 3.2400 2022/06/14 10:22:40 - mmengine - INFO - Epoch(train) [222][200/313] lr: 3.024e-04 eta: 3:37:30 time: 0.497 data_time: 0.067 memory: 19456 loss: 3.1597 2022/06/14 10:23:34 - mmengine - INFO - Epoch(train) [222][300/313] lr: 3.024e-04 eta: 3:36:37 time: 0.486 data_time: 0.066 memory: 19456 loss: 3.2226 2022/06/14 10:23:40 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:23:40 - mmengine - INFO - Saving checkpoint at 222 epochs 2022/06/14 10:23:57 - mmengine - INFO - Epoch(val) [222][25/25] accuracy/top1: 79.8700 accuracy/top5: 95.1760 2022/06/14 10:24:53 - mmengine - INFO - Epoch(train) [223][100/313] lr: 2.955e-04 eta: 3:35:37 time: 0.409 data_time: 0.008 memory: 19456 loss: 3.4555 2022/06/14 10:25:46 - mmengine - INFO - Epoch(train) [223][200/313] lr: 2.955e-04 eta: 3:34:44 time: 0.500 data_time: 0.070 memory: 19456 loss: 3.1986 2022/06/14 10:26:38 - mmengine - INFO - Epoch(train) [223][300/313] lr: 2.955e-04 eta: 3:33:50 time: 0.491 data_time: 0.078 memory: 19456 loss: 3.0851 2022/06/14 10:26:44 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:26:44 - mmengine - INFO - Saving checkpoint at 223 epochs 2022/06/14 10:27:00 - mmengine - INFO - Epoch(val) [223][25/25] accuracy/top1: 79.9260 accuracy/top5: 95.2000 2022/06/14 10:27:56 - mmengine - INFO - Epoch(train) [224][100/313] lr: 2.887e-04 eta: 3:32:50 time: 0.521 data_time: 0.067 memory: 19456 loss: 3.0867 2022/06/14 10:28:49 - mmengine - INFO - Epoch(train) [224][200/313] lr: 2.887e-04 eta: 3:31:57 time: 0.407 data_time: 0.077 memory: 19456 loss: 3.2542 2022/06/14 10:28:50 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:29:41 - mmengine - INFO - Epoch(train) [224][300/313] lr: 2.887e-04 eta: 3:31:03 time: 0.429 data_time: 0.083 memory: 19456 loss: 3.2566 2022/06/14 10:29:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:29:48 - mmengine - INFO - Saving checkpoint at 224 epochs 2022/06/14 10:30:04 - mmengine - INFO - Epoch(val) [224][25/25] accuracy/top1: 79.9900 accuracy/top5: 95.2240 2022/06/14 10:31:00 - mmengine - INFO - Epoch(train) [225][100/313] lr: 2.819e-04 eta: 3:30:04 time: 0.534 data_time: 0.009 memory: 19456 loss: 3.1994 2022/06/14 10:31:55 - mmengine - INFO - Epoch(train) [225][200/313] lr: 2.819e-04 eta: 3:29:11 time: 0.491 data_time: 0.009 memory: 19456 loss: 2.8475 2022/06/14 10:32:48 - mmengine - INFO - Epoch(train) [225][300/313] lr: 2.819e-04 eta: 3:28:18 time: 0.413 data_time: 0.073 memory: 19456 loss: 2.9285 2022/06/14 10:32:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:32:55 - mmengine - INFO - Saving checkpoint at 225 epochs 2022/06/14 10:33:14 - mmengine - INFO - Epoch(val) [225][25/25] accuracy/top1: 80.0340 accuracy/top5: 95.2360 2022/06/14 10:34:10 - mmengine - INFO - Epoch(train) [226][100/313] lr: 2.753e-04 eta: 3:27:18 time: 0.485 data_time: 0.012 memory: 19456 loss: 3.0468 2022/06/14 10:35:03 - mmengine - INFO - Epoch(train) [226][200/313] lr: 2.753e-04 eta: 3:26:25 time: 0.484 data_time: 0.012 memory: 19456 loss: 3.2693 2022/06/14 10:35:56 - mmengine - INFO - Epoch(train) [226][300/313] lr: 2.753e-04 eta: 3:25:32 time: 0.583 data_time: 0.012 memory: 19456 loss: 3.2000 2022/06/14 10:36:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:36:03 - mmengine - INFO - Saving checkpoint at 226 epochs 2022/06/14 10:36:19 - mmengine - INFO - Epoch(val) [226][25/25] accuracy/top1: 80.1040 accuracy/top5: 95.2680 2022/06/14 10:37:15 - mmengine - INFO - Epoch(train) [227][100/313] lr: 2.686e-04 eta: 3:24:32 time: 0.493 data_time: 0.061 memory: 19456 loss: 2.8971 2022/06/14 10:38:07 - mmengine - INFO - Epoch(train) [227][200/313] lr: 2.686e-04 eta: 3:23:38 time: 0.501 data_time: 0.055 memory: 19456 loss: 2.7626 2022/06/14 10:38:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:38:59 - mmengine - INFO - Epoch(train) [227][300/313] lr: 2.686e-04 eta: 3:22:45 time: 0.506 data_time: 0.055 memory: 19456 loss: 3.2513 2022/06/14 10:39:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:39:05 - mmengine - INFO - Saving checkpoint at 227 epochs 2022/06/14 10:39:22 - mmengine - INFO - Epoch(val) [227][25/25] accuracy/top1: 80.1580 accuracy/top5: 95.2980 2022/06/14 10:40:19 - mmengine - INFO - Epoch(train) [228][100/313] lr: 2.621e-04 eta: 3:21:45 time: 0.438 data_time: 0.064 memory: 19456 loss: 3.0077 2022/06/14 10:41:12 - mmengine - INFO - Epoch(train) [228][200/313] lr: 2.621e-04 eta: 3:20:52 time: 0.484 data_time: 0.080 memory: 19456 loss: 3.1290 2022/06/14 10:42:05 - mmengine - INFO - Epoch(train) [228][300/313] lr: 2.621e-04 eta: 3:19:59 time: 0.422 data_time: 0.094 memory: 19456 loss: 3.1050 2022/06/14 10:42:12 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:42:12 - mmengine - INFO - Saving checkpoint at 228 epochs 2022/06/14 10:42:28 - mmengine - INFO - Epoch(val) [228][25/25] accuracy/top1: 80.1840 accuracy/top5: 95.3380 2022/06/14 10:43:23 - mmengine - INFO - Epoch(train) [229][100/313] lr: 2.556e-04 eta: 3:18:58 time: 0.509 data_time: 0.091 memory: 19456 loss: 3.1463 2022/06/14 10:44:15 - mmengine - INFO - Epoch(train) [229][200/313] lr: 2.556e-04 eta: 3:18:05 time: 0.418 data_time: 0.070 memory: 19456 loss: 2.9111 2022/06/14 10:45:08 - mmengine - INFO - Epoch(train) [229][300/313] lr: 2.556e-04 eta: 3:17:11 time: 0.426 data_time: 0.069 memory: 19456 loss: 3.1446 2022/06/14 10:45:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:45:14 - mmengine - INFO - Saving checkpoint at 229 epochs 2022/06/14 10:45:30 - mmengine - INFO - Epoch(val) [229][25/25] accuracy/top1: 80.2320 accuracy/top5: 95.3480 2022/06/14 10:46:26 - mmengine - INFO - Epoch(train) [230][100/313] lr: 2.492e-04 eta: 3:16:11 time: 0.520 data_time: 0.069 memory: 19456 loss: 3.0194 2022/06/14 10:47:17 - mmengine - INFO - Epoch(train) [230][200/313] lr: 2.492e-04 eta: 3:15:18 time: 0.414 data_time: 0.069 memory: 19456 loss: 3.1808 2022/06/14 10:48:09 - mmengine - INFO - Epoch(train) [230][300/313] lr: 2.492e-04 eta: 3:14:24 time: 0.485 data_time: 0.074 memory: 19456 loss: 3.2263 2022/06/14 10:48:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:48:16 - mmengine - INFO - Saving checkpoint at 230 epochs 2022/06/14 10:48:34 - mmengine - INFO - Epoch(val) [230][25/25] accuracy/top1: 80.2760 accuracy/top5: 95.3760 2022/06/14 10:48:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:49:31 - mmengine - INFO - Epoch(train) [231][100/313] lr: 2.429e-04 eta: 3:13:24 time: 0.405 data_time: 0.059 memory: 19456 loss: 3.0292 2022/06/14 10:50:25 - mmengine - INFO - Epoch(train) [231][200/313] lr: 2.429e-04 eta: 3:12:31 time: 0.410 data_time: 0.065 memory: 19456 loss: 3.1800 2022/06/14 10:51:17 - mmengine - INFO - Epoch(train) [231][300/313] lr: 2.429e-04 eta: 3:11:38 time: 0.473 data_time: 0.061 memory: 19456 loss: 3.0738 2022/06/14 10:51:23 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:51:23 - mmengine - INFO - Saving checkpoint at 231 epochs 2022/06/14 10:51:42 - mmengine - INFO - Epoch(val) [231][25/25] accuracy/top1: 80.2960 accuracy/top5: 95.3820 2022/06/14 10:52:39 - mmengine - INFO - Epoch(train) [232][100/313] lr: 2.366e-04 eta: 3:10:38 time: 0.488 data_time: 0.009 memory: 19456 loss: 3.0231 2022/06/14 10:53:32 - mmengine - INFO - Epoch(train) [232][200/313] lr: 2.366e-04 eta: 3:09:45 time: 0.416 data_time: 0.008 memory: 19456 loss: 3.1025 2022/06/14 10:54:24 - mmengine - INFO - Epoch(train) [232][300/313] lr: 2.366e-04 eta: 3:08:51 time: 0.469 data_time: 0.008 memory: 19456 loss: 3.1823 2022/06/14 10:54:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:54:31 - mmengine - INFO - Saving checkpoint at 232 epochs 2022/06/14 10:54:46 - mmengine - INFO - Epoch(val) [232][25/25] accuracy/top1: 80.3460 accuracy/top5: 95.4140 2022/06/14 10:55:43 - mmengine - INFO - Epoch(train) [233][100/313] lr: 2.304e-04 eta: 3:07:51 time: 0.516 data_time: 0.009 memory: 19456 loss: 3.1705 2022/06/14 10:56:36 - mmengine - INFO - Epoch(train) [233][200/313] lr: 2.304e-04 eta: 3:06:58 time: 0.437 data_time: 0.072 memory: 19456 loss: 2.7627 2022/06/14 10:57:28 - mmengine - INFO - Epoch(train) [233][300/313] lr: 2.304e-04 eta: 3:06:05 time: 0.503 data_time: 0.008 memory: 19456 loss: 3.2662 2022/06/14 10:57:35 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:57:35 - mmengine - INFO - Saving checkpoint at 233 epochs 2022/06/14 10:57:51 - mmengine - INFO - Epoch(val) [233][25/25] accuracy/top1: 80.3880 accuracy/top5: 95.4220 2022/06/14 10:58:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 10:58:48 - mmengine - INFO - Epoch(train) [234][100/313] lr: 2.243e-04 eta: 3:05:05 time: 0.428 data_time: 0.008 memory: 19456 loss: 2.8812 2022/06/14 10:59:42 - mmengine - INFO - Epoch(train) [234][200/313] lr: 2.243e-04 eta: 3:04:12 time: 0.501 data_time: 0.012 memory: 19456 loss: 3.2590 2022/06/14 11:00:36 - mmengine - INFO - Epoch(train) [234][300/313] lr: 2.243e-04 eta: 3:03:19 time: 0.439 data_time: 0.061 memory: 19456 loss: 3.0361 2022/06/14 11:00:42 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:00:42 - mmengine - INFO - Saving checkpoint at 234 epochs 2022/06/14 11:00:59 - mmengine - INFO - Epoch(val) [234][25/25] accuracy/top1: 80.4060 accuracy/top5: 95.4460 2022/06/14 11:01:56 - mmengine - INFO - Epoch(train) [235][100/313] lr: 2.182e-04 eta: 3:02:20 time: 0.484 data_time: 0.081 memory: 19456 loss: 2.7575 2022/06/14 11:02:50 - mmengine - INFO - Epoch(train) [235][200/313] lr: 2.182e-04 eta: 3:01:27 time: 0.560 data_time: 0.077 memory: 19456 loss: 3.1551 2022/06/14 11:03:42 - mmengine - INFO - Epoch(train) [235][300/313] lr: 2.182e-04 eta: 3:00:33 time: 0.427 data_time: 0.067 memory: 19456 loss: 3.0245 2022/06/14 11:03:49 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:03:49 - mmengine - INFO - Saving checkpoint at 235 epochs 2022/06/14 11:04:05 - mmengine - INFO - Epoch(val) [235][25/25] accuracy/top1: 80.4380 accuracy/top5: 95.4640 2022/06/14 11:05:01 - mmengine - INFO - Epoch(train) [236][100/313] lr: 2.122e-04 eta: 2:59:33 time: 0.438 data_time: 0.064 memory: 19456 loss: 2.7878 2022/06/14 11:05:54 - mmengine - INFO - Epoch(train) [236][200/313] lr: 2.122e-04 eta: 2:58:40 time: 0.510 data_time: 0.074 memory: 19456 loss: 2.8338 2022/06/14 11:06:47 - mmengine - INFO - Epoch(train) [236][300/313] lr: 2.122e-04 eta: 2:57:47 time: 0.519 data_time: 0.065 memory: 19456 loss: 2.9397 2022/06/14 11:06:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:06:54 - mmengine - INFO - Saving checkpoint at 236 epochs 2022/06/14 11:07:10 - mmengine - INFO - Epoch(val) [236][25/25] accuracy/top1: 80.4840 accuracy/top5: 95.4720 2022/06/14 11:08:07 - mmengine - INFO - Epoch(train) [237][100/313] lr: 2.063e-04 eta: 2:56:47 time: 0.515 data_time: 0.074 memory: 19456 loss: 2.9146 2022/06/14 11:08:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:08:59 - mmengine - INFO - Epoch(train) [237][200/313] lr: 2.063e-04 eta: 2:55:54 time: 0.417 data_time: 0.064 memory: 19456 loss: 3.0227 2022/06/14 11:09:51 - mmengine - INFO - Epoch(train) [237][300/313] lr: 2.063e-04 eta: 2:55:00 time: 0.493 data_time: 0.072 memory: 19456 loss: 3.2008 2022/06/14 11:09:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:09:58 - mmengine - INFO - Saving checkpoint at 237 epochs 2022/06/14 11:10:14 - mmengine - INFO - Epoch(val) [237][25/25] accuracy/top1: 80.5320 accuracy/top5: 95.4940 2022/06/14 11:11:09 - mmengine - INFO - Epoch(train) [238][100/313] lr: 2.005e-04 eta: 2:54:00 time: 0.505 data_time: 0.084 memory: 19456 loss: 2.8299 2022/06/14 11:12:02 - mmengine - INFO - Epoch(train) [238][200/313] lr: 2.005e-04 eta: 2:53:07 time: 0.548 data_time: 0.013 memory: 19456 loss: 2.9427 2022/06/14 11:12:55 - mmengine - INFO - Epoch(train) [238][300/313] lr: 2.005e-04 eta: 2:52:13 time: 0.521 data_time: 0.008 memory: 19456 loss: 2.8109 2022/06/14 11:13:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:13:02 - mmengine - INFO - Saving checkpoint at 238 epochs 2022/06/14 11:13:18 - mmengine - INFO - Epoch(val) [238][25/25] accuracy/top1: 80.5940 accuracy/top5: 95.5200 2022/06/14 11:14:14 - mmengine - INFO - Epoch(train) [239][100/313] lr: 1.947e-04 eta: 2:51:13 time: 0.559 data_time: 0.073 memory: 19456 loss: 2.8256 2022/06/14 11:15:06 - mmengine - INFO - Epoch(train) [239][200/313] lr: 1.947e-04 eta: 2:50:20 time: 0.527 data_time: 0.076 memory: 19456 loss: 2.9623 2022/06/14 11:15:59 - mmengine - INFO - Epoch(train) [239][300/313] lr: 1.947e-04 eta: 2:49:26 time: 0.412 data_time: 0.079 memory: 19456 loss: 3.1632 2022/06/14 11:16:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:16:06 - mmengine - INFO - Saving checkpoint at 239 epochs 2022/06/14 11:16:24 - mmengine - INFO - Epoch(val) [239][25/25] accuracy/top1: 80.6080 accuracy/top5: 95.5440 2022/06/14 11:17:20 - mmengine - INFO - Epoch(train) [240][100/313] lr: 1.890e-04 eta: 2:48:27 time: 0.490 data_time: 0.071 memory: 19456 loss: 3.0707 2022/06/14 11:18:09 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:18:12 - mmengine - INFO - Epoch(train) [240][200/313] lr: 1.890e-04 eta: 2:47:33 time: 0.451 data_time: 0.066 memory: 19456 loss: 3.1574 2022/06/14 11:19:04 - mmengine - INFO - Epoch(train) [240][300/313] lr: 1.890e-04 eta: 2:46:40 time: 0.459 data_time: 0.069 memory: 19456 loss: 2.8902 2022/06/14 11:19:11 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:19:11 - mmengine - INFO - Saving checkpoint at 240 epochs 2022/06/14 11:19:28 - mmengine - INFO - Epoch(val) [240][25/25] accuracy/top1: 80.6360 accuracy/top5: 95.5640 2022/06/14 11:20:24 - mmengine - INFO - Epoch(train) [241][100/313] lr: 1.834e-04 eta: 2:45:40 time: 0.410 data_time: 0.064 memory: 19456 loss: 2.8997 2022/06/14 11:21:17 - mmengine - INFO - Epoch(train) [241][200/313] lr: 1.834e-04 eta: 2:44:46 time: 0.411 data_time: 0.071 memory: 19456 loss: 3.0265 2022/06/14 11:22:09 - mmengine - INFO - Epoch(train) [241][300/313] lr: 1.834e-04 eta: 2:43:53 time: 0.412 data_time: 0.060 memory: 19456 loss: 3.1293 2022/06/14 11:22:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:22:16 - mmengine - INFO - Saving checkpoint at 241 epochs 2022/06/14 11:22:32 - mmengine - INFO - Epoch(val) [241][25/25] accuracy/top1: 80.6900 accuracy/top5: 95.5880 2022/06/14 11:23:27 - mmengine - INFO - Epoch(train) [242][100/313] lr: 1.779e-04 eta: 2:42:53 time: 0.427 data_time: 0.070 memory: 19456 loss: 3.0090 2022/06/14 11:24:20 - mmengine - INFO - Epoch(train) [242][200/313] lr: 1.779e-04 eta: 2:41:59 time: 0.429 data_time: 0.071 memory: 19456 loss: 2.9793 2022/06/14 11:25:12 - mmengine - INFO - Epoch(train) [242][300/313] lr: 1.779e-04 eta: 2:41:06 time: 0.501 data_time: 0.071 memory: 19456 loss: 2.9851 2022/06/14 11:25:18 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:25:18 - mmengine - INFO - Saving checkpoint at 242 epochs 2022/06/14 11:25:34 - mmengine - INFO - Epoch(val) [242][25/25] accuracy/top1: 80.7360 accuracy/top5: 95.5800 2022/06/14 11:26:31 - mmengine - INFO - Epoch(train) [243][100/313] lr: 1.725e-04 eta: 2:40:06 time: 0.417 data_time: 0.009 memory: 19456 loss: 2.9975 2022/06/14 11:27:25 - mmengine - INFO - Epoch(train) [243][200/313] lr: 1.725e-04 eta: 2:39:13 time: 0.448 data_time: 0.009 memory: 19456 loss: 2.8845 2022/06/14 11:27:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:28:17 - mmengine - INFO - Epoch(train) [243][300/313] lr: 1.725e-04 eta: 2:38:20 time: 0.453 data_time: 0.010 memory: 19456 loss: 3.1067 2022/06/14 11:28:24 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:28:24 - mmengine - INFO - Saving checkpoint at 243 epochs 2022/06/14 11:28:40 - mmengine - INFO - Epoch(val) [243][25/25] accuracy/top1: 80.7460 accuracy/top5: 95.5960 2022/06/14 11:29:36 - mmengine - INFO - Epoch(train) [244][100/313] lr: 1.671e-04 eta: 2:37:20 time: 0.433 data_time: 0.060 memory: 19456 loss: 3.0217 2022/06/14 11:30:30 - mmengine - INFO - Epoch(train) [244][200/313] lr: 1.671e-04 eta: 2:36:26 time: 0.434 data_time: 0.065 memory: 19456 loss: 3.0535 2022/06/14 11:31:23 - mmengine - INFO - Epoch(train) [244][300/313] lr: 1.671e-04 eta: 2:35:33 time: 0.488 data_time: 0.059 memory: 19456 loss: 2.6542 2022/06/14 11:31:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:31:30 - mmengine - INFO - Saving checkpoint at 244 epochs 2022/06/14 11:31:49 - mmengine - INFO - Epoch(val) [244][25/25] accuracy/top1: 80.7860 accuracy/top5: 95.6240 2022/06/14 11:32:45 - mmengine - INFO - Epoch(train) [245][100/313] lr: 1.618e-04 eta: 2:34:33 time: 0.525 data_time: 0.077 memory: 19456 loss: 2.7034 2022/06/14 11:33:38 - mmengine - INFO - Epoch(train) [245][200/313] lr: 1.618e-04 eta: 2:33:40 time: 0.472 data_time: 0.089 memory: 19456 loss: 3.0642 2022/06/14 11:34:30 - mmengine - INFO - Epoch(train) [245][300/313] lr: 1.618e-04 eta: 2:32:47 time: 0.498 data_time: 0.077 memory: 19456 loss: 3.1293 2022/06/14 11:34:36 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:34:36 - mmengine - INFO - Saving checkpoint at 245 epochs 2022/06/14 11:34:53 - mmengine - INFO - Epoch(val) [245][25/25] accuracy/top1: 80.8260 accuracy/top5: 95.6380 2022/06/14 11:35:48 - mmengine - INFO - Epoch(train) [246][100/313] lr: 1.566e-04 eta: 2:31:46 time: 0.506 data_time: 0.068 memory: 19456 loss: 2.8790 2022/06/14 11:36:39 - mmengine - INFO - Epoch(train) [246][200/313] lr: 1.566e-04 eta: 2:30:53 time: 0.517 data_time: 0.059 memory: 19456 loss: 3.1676 2022/06/14 11:37:30 - mmengine - INFO - Epoch(train) [246][300/313] lr: 1.566e-04 eta: 2:29:59 time: 0.450 data_time: 0.056 memory: 19456 loss: 2.8204 2022/06/14 11:37:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:37:37 - mmengine - INFO - Saving checkpoint at 246 epochs 2022/06/14 11:37:53 - mmengine - INFO - Epoch(val) [246][25/25] accuracy/top1: 80.8660 accuracy/top5: 95.6480 2022/06/14 11:37:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:38:54 - mmengine - INFO - Epoch(train) [247][100/313] lr: 1.515e-04 eta: 2:29:00 time: 0.503 data_time: 0.071 memory: 19456 loss: 2.8703 2022/06/14 11:39:56 - mmengine - INFO - Epoch(train) [247][200/313] lr: 1.515e-04 eta: 2:28:09 time: 0.530 data_time: 0.085 memory: 19456 loss: 3.0646 2022/06/14 11:40:49 - mmengine - INFO - Epoch(train) [247][300/313] lr: 1.515e-04 eta: 2:27:16 time: 0.547 data_time: 0.066 memory: 19456 loss: 2.9128 2022/06/14 11:40:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:40:55 - mmengine - INFO - Saving checkpoint at 247 epochs 2022/06/14 11:41:13 - mmengine - INFO - Epoch(val) [247][25/25] accuracy/top1: 80.8680 accuracy/top5: 95.6700 2022/06/14 11:42:07 - mmengine - INFO - Epoch(train) [248][100/313] lr: 1.465e-04 eta: 2:26:15 time: 0.421 data_time: 0.055 memory: 19456 loss: 3.0826 2022/06/14 11:42:58 - mmengine - INFO - Epoch(train) [248][200/313] lr: 1.465e-04 eta: 2:25:22 time: 0.508 data_time: 0.065 memory: 19456 loss: 3.0188 2022/06/14 11:43:50 - mmengine - INFO - Epoch(train) [248][300/313] lr: 1.465e-04 eta: 2:24:28 time: 0.516 data_time: 0.059 memory: 19456 loss: 2.8726 2022/06/14 11:43:56 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:43:56 - mmengine - INFO - Saving checkpoint at 248 epochs 2022/06/14 11:44:13 - mmengine - INFO - Epoch(val) [248][25/25] accuracy/top1: 80.8960 accuracy/top5: 95.7040 2022/06/14 11:45:09 - mmengine - INFO - Epoch(train) [249][100/313] lr: 1.415e-04 eta: 2:23:28 time: 0.513 data_time: 0.012 memory: 19456 loss: 2.8784 2022/06/14 11:46:02 - mmengine - INFO - Epoch(train) [249][200/313] lr: 1.415e-04 eta: 2:22:35 time: 0.429 data_time: 0.012 memory: 19456 loss: 2.8051 2022/06/14 11:46:54 - mmengine - INFO - Epoch(train) [249][300/313] lr: 1.415e-04 eta: 2:21:41 time: 0.507 data_time: 0.008 memory: 19456 loss: 2.9602 2022/06/14 11:47:00 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:47:00 - mmengine - INFO - Saving checkpoint at 249 epochs 2022/06/14 11:47:17 - mmengine - INFO - Epoch(val) [249][25/25] accuracy/top1: 80.9480 accuracy/top5: 95.7040 2022/06/14 11:47:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:48:13 - mmengine - INFO - Epoch(train) [250][100/313] lr: 1.366e-04 eta: 2:20:41 time: 0.516 data_time: 0.195 memory: 19456 loss: 3.0496 2022/06/14 11:49:04 - mmengine - INFO - Epoch(train) [250][200/313] lr: 1.366e-04 eta: 2:19:48 time: 0.463 data_time: 0.009 memory: 19456 loss: 2.8722 2022/06/14 11:49:56 - mmengine - INFO - Epoch(train) [250][300/313] lr: 1.366e-04 eta: 2:18:54 time: 0.409 data_time: 0.009 memory: 19456 loss: 2.8889 2022/06/14 11:50:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:50:02 - mmengine - INFO - Saving checkpoint at 250 epochs 2022/06/14 11:50:18 - mmengine - INFO - Epoch(val) [250][25/25] accuracy/top1: 80.9920 accuracy/top5: 95.7420 2022/06/14 11:51:14 - mmengine - INFO - Epoch(train) [251][100/313] lr: 1.319e-04 eta: 2:17:54 time: 0.409 data_time: 0.068 memory: 19456 loss: 2.9330 2022/06/14 11:52:06 - mmengine - INFO - Epoch(train) [251][200/313] lr: 1.319e-04 eta: 2:17:01 time: 0.515 data_time: 0.062 memory: 19456 loss: 2.9451 2022/06/14 11:52:58 - mmengine - INFO - Epoch(train) [251][300/313] lr: 1.319e-04 eta: 2:16:07 time: 0.500 data_time: 0.056 memory: 19456 loss: 2.9313 2022/06/14 11:53:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:53:05 - mmengine - INFO - Saving checkpoint at 251 epochs 2022/06/14 11:53:22 - mmengine - INFO - Epoch(val) [251][25/25] accuracy/top1: 81.0560 accuracy/top5: 95.7700 2022/06/14 11:54:17 - mmengine - INFO - Epoch(train) [252][100/313] lr: 1.272e-04 eta: 2:15:07 time: 0.418 data_time: 0.059 memory: 19456 loss: 2.8914 2022/06/14 11:55:08 - mmengine - INFO - Epoch(train) [252][200/313] lr: 1.272e-04 eta: 2:14:13 time: 0.533 data_time: 0.057 memory: 19456 loss: 2.9319 2022/06/14 11:56:00 - mmengine - INFO - Epoch(train) [252][300/313] lr: 1.272e-04 eta: 2:13:20 time: 0.522 data_time: 0.072 memory: 19456 loss: 2.8869 2022/06/14 11:56:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:56:06 - mmengine - INFO - Saving checkpoint at 252 epochs 2022/06/14 11:56:23 - mmengine - INFO - Epoch(val) [252][25/25] accuracy/top1: 81.0760 accuracy/top5: 95.7800 2022/06/14 11:57:19 - mmengine - INFO - Epoch(train) [253][100/313] lr: 1.225e-04 eta: 2:12:20 time: 0.416 data_time: 0.064 memory: 19456 loss: 2.9465 2022/06/14 11:57:31 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:58:10 - mmengine - INFO - Epoch(train) [253][200/313] lr: 1.225e-04 eta: 2:11:26 time: 0.519 data_time: 0.058 memory: 19456 loss: 2.7338 2022/06/14 11:59:02 - mmengine - INFO - Epoch(train) [253][300/313] lr: 1.225e-04 eta: 2:10:33 time: 0.420 data_time: 0.062 memory: 19456 loss: 2.9902 2022/06/14 11:59:08 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 11:59:08 - mmengine - INFO - Saving checkpoint at 253 epochs 2022/06/14 11:59:28 - mmengine - INFO - Epoch(val) [253][25/25] accuracy/top1: 81.1100 accuracy/top5: 95.7740 2022/06/14 12:00:25 - mmengine - INFO - Epoch(train) [254][100/313] lr: 1.180e-04 eta: 2:09:33 time: 0.517 data_time: 0.011 memory: 19456 loss: 2.8962 2022/06/14 12:01:16 - mmengine - INFO - Epoch(train) [254][200/313] lr: 1.180e-04 eta: 2:08:39 time: 0.416 data_time: 0.009 memory: 19456 loss: 2.9175 2022/06/14 12:02:08 - mmengine - INFO - Epoch(train) [254][300/313] lr: 1.180e-04 eta: 2:07:46 time: 0.493 data_time: 0.009 memory: 19456 loss: 2.9638 2022/06/14 12:02:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220613_225822 2022/06/14 12:02:14 - mmengine - INFO - Saving checkpoint at 254 epochs 2022/06/14 14:45:58 - mmengine - INFO - resumed epoch: 253, iter: 79189 2022/06/14 14:45:58 - mmengine - INFO - Checkpoints will be saved to /mnt/cache/mazerun.vendor/mmlab/cls/work_dirs/refactor-deit by HardDiskBackend. 2022/06/14 14:47:05 - mmengine - INFO - Epoch(train) [254][100/313] lr: 1.180e-04 eta: 2:42:41 time: 0.594 data_time: 0.058 memory: 19465 loss: 2.7726 2022/06/14 14:47:54 - mmengine - INFO - Epoch(train) [254][200/313] lr: 1.180e-04 eta: 2:20:05 time: 0.529 data_time: 0.089 memory: 19465 loss: 2.8562 2022/06/14 14:48:42 - mmengine - INFO - Epoch(train) [254][300/313] lr: 1.180e-04 eta: 2:11:30 time: 0.543 data_time: 0.052 memory: 19465 loss: 2.8049 2022/06/14 14:48:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 14:48:48 - mmengine - INFO - Saving checkpoint at 254 epochs 2022/06/14 14:49:15 - mmengine - INFO - Epoch(val) [254][25/25] accuracy/top1: 81.1460 accuracy/top5: 95.7980 2022/06/14 14:50:09 - mmengine - INFO - Epoch(train) [255][100/313] lr: 1.136e-04 eta: 2:08:34 time: 0.574 data_time: 0.052 memory: 19465 loss: 2.9377 2022/06/14 14:50:58 - mmengine - INFO - Epoch(train) [255][200/313] lr: 1.136e-04 eta: 2:05:45 time: 0.506 data_time: 0.052 memory: 19465 loss: 2.8313 2022/06/14 14:51:49 - mmengine - INFO - Epoch(train) [255][300/313] lr: 1.136e-04 eta: 2:04:01 time: 0.487 data_time: 0.051 memory: 19465 loss: 2.7233 2022/06/14 14:51:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 14:51:55 - mmengine - INFO - Saving checkpoint at 255 epochs 2022/06/14 14:52:12 - mmengine - INFO - Epoch(val) [255][25/25] accuracy/top1: 81.1800 accuracy/top5: 95.8180 2022/06/14 14:53:07 - mmengine - INFO - Epoch(train) [256][100/313] lr: 1.092e-04 eta: 2:03:08 time: 0.407 data_time: 0.008 memory: 19465 loss: 2.7393 2022/06/14 14:53:51 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 14:53:59 - mmengine - INFO - Epoch(train) [256][200/313] lr: 1.092e-04 eta: 2:02:04 time: 0.469 data_time: 0.008 memory: 19465 loss: 3.0003 2022/06/14 14:54:51 - mmengine - INFO - Epoch(train) [256][300/313] lr: 1.092e-04 eta: 2:00:54 time: 0.449 data_time: 0.008 memory: 19465 loss: 2.8315 2022/06/14 14:54:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 14:54:57 - mmengine - INFO - Saving checkpoint at 256 epochs 2022/06/14 14:55:13 - mmengine - INFO - Epoch(val) [256][25/25] accuracy/top1: 81.2060 accuracy/top5: 95.8280 2022/06/14 14:56:08 - mmengine - INFO - Epoch(train) [257][100/313] lr: 1.049e-04 eta: 2:00:07 time: 0.503 data_time: 0.066 memory: 19465 loss: 2.6937 2022/06/14 14:57:00 - mmengine - INFO - Epoch(train) [257][200/313] lr: 1.049e-04 eta: 1:58:57 time: 0.487 data_time: 0.065 memory: 19465 loss: 2.8851 2022/06/14 14:57:52 - mmengine - INFO - Epoch(train) [257][300/313] lr: 1.049e-04 eta: 1:58:00 time: 0.494 data_time: 0.079 memory: 19465 loss: 2.7565 2022/06/14 14:57:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 14:57:58 - mmengine - INFO - Saving checkpoint at 257 epochs 2022/06/14 14:58:15 - mmengine - INFO - Epoch(val) [257][25/25] accuracy/top1: 81.2540 accuracy/top5: 95.8360 2022/06/14 14:59:11 - mmengine - INFO - Epoch(train) [258][100/313] lr: 1.007e-04 eta: 1:57:17 time: 0.404 data_time: 0.061 memory: 19465 loss: 2.8483 2022/06/14 15:00:04 - mmengine - INFO - Epoch(train) [258][200/313] lr: 1.007e-04 eta: 1:56:29 time: 0.409 data_time: 0.066 memory: 19465 loss: 2.7439 2022/06/14 15:00:56 - mmengine - INFO - Epoch(train) [258][300/313] lr: 1.007e-04 eta: 1:55:27 time: 0.412 data_time: 0.058 memory: 19465 loss: 3.0544 2022/06/14 15:01:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:01:02 - mmengine - INFO - Saving checkpoint at 258 epochs 2022/06/14 15:01:19 - mmengine - INFO - Epoch(val) [258][25/25] accuracy/top1: 81.2820 accuracy/top5: 95.8560 2022/06/14 15:02:14 - mmengine - INFO - Epoch(train) [259][100/313] lr: 9.665e-05 eta: 1:54:37 time: 0.518 data_time: 0.009 memory: 19465 loss: 2.7380 2022/06/14 15:03:06 - mmengine - INFO - Epoch(train) [259][200/313] lr: 9.665e-05 eta: 1:53:37 time: 0.413 data_time: 0.008 memory: 19465 loss: 3.0434 2022/06/14 15:03:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:03:57 - mmengine - INFO - Epoch(train) [259][300/313] lr: 9.665e-05 eta: 1:52:31 time: 0.486 data_time: 0.010 memory: 19465 loss: 2.7616 2022/06/14 15:04:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:04:03 - mmengine - INFO - Saving checkpoint at 259 epochs 2022/06/14 15:04:20 - mmengine - INFO - Epoch(val) [259][25/25] accuracy/top1: 81.3340 accuracy/top5: 95.8680 2022/06/14 15:05:13 - mmengine - INFO - Epoch(train) [260][100/313] lr: 9.264e-05 eta: 1:51:24 time: 0.499 data_time: 0.078 memory: 19465 loss: 2.7973 2022/06/14 15:06:04 - mmengine - INFO - Epoch(train) [260][200/313] lr: 9.264e-05 eta: 1:50:22 time: 0.474 data_time: 0.068 memory: 19465 loss: 2.6224 2022/06/14 15:06:55 - mmengine - INFO - Epoch(train) [260][300/313] lr: 9.264e-05 eta: 1:49:17 time: 0.520 data_time: 0.059 memory: 19465 loss: 2.7427 2022/06/14 15:07:01 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:07:01 - mmengine - INFO - Saving checkpoint at 260 epochs 2022/06/14 15:07:17 - mmengine - INFO - Epoch(val) [260][25/25] accuracy/top1: 81.3740 accuracy/top5: 95.8580 2022/06/14 15:08:12 - mmengine - INFO - Epoch(train) [261][100/313] lr: 8.873e-05 eta: 1:48:21 time: 0.491 data_time: 0.090 memory: 19465 loss: 2.8446 2022/06/14 15:09:04 - mmengine - INFO - Epoch(train) [261][200/313] lr: 8.873e-05 eta: 1:47:26 time: 0.471 data_time: 0.008 memory: 19465 loss: 2.6366 2022/06/14 15:09:56 - mmengine - INFO - Epoch(train) [261][300/313] lr: 8.873e-05 eta: 1:46:35 time: 0.481 data_time: 0.077 memory: 19465 loss: 2.8008 2022/06/14 15:10:02 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:10:02 - mmengine - INFO - Saving checkpoint at 261 epochs 2022/06/14 15:10:18 - mmengine - INFO - Epoch(val) [261][25/25] accuracy/top1: 81.4260 accuracy/top5: 95.8800 2022/06/14 15:11:12 - mmengine - INFO - Epoch(train) [262][100/313] lr: 8.490e-05 eta: 1:45:32 time: 0.411 data_time: 0.008 memory: 19465 loss: 2.7926 2022/06/14 15:12:03 - mmengine - INFO - Epoch(train) [262][200/313] lr: 8.490e-05 eta: 1:44:33 time: 0.498 data_time: 0.008 memory: 19465 loss: 2.8251 2022/06/14 15:12:53 - mmengine - INFO - Epoch(train) [262][300/313] lr: 8.490e-05 eta: 1:43:33 time: 0.405 data_time: 0.056 memory: 19465 loss: 2.9541 2022/06/14 15:12:57 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:12:59 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:12:59 - mmengine - INFO - Saving checkpoint at 262 epochs 2022/06/14 15:13:15 - mmengine - INFO - Epoch(val) [262][25/25] accuracy/top1: 81.4680 accuracy/top5: 95.8980 2022/06/14 15:14:11 - mmengine - INFO - Epoch(train) [263][100/313] lr: 8.117e-05 eta: 1:42:38 time: 0.575 data_time: 0.069 memory: 19465 loss: 2.5550 2022/06/14 15:15:01 - mmengine - INFO - Epoch(train) [263][200/313] lr: 8.117e-05 eta: 1:41:39 time: 0.471 data_time: 0.069 memory: 19465 loss: 2.7755 2022/06/14 15:15:52 - mmengine - INFO - Epoch(train) [263][300/313] lr: 8.117e-05 eta: 1:40:42 time: 0.442 data_time: 0.086 memory: 19465 loss: 2.5615 2022/06/14 15:15:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:15:58 - mmengine - INFO - Saving checkpoint at 263 epochs 2022/06/14 15:16:14 - mmengine - INFO - Epoch(val) [263][25/25] accuracy/top1: 81.5020 accuracy/top5: 95.9020 2022/06/14 15:17:09 - mmengine - INFO - Epoch(train) [264][100/313] lr: 7.753e-05 eta: 1:39:45 time: 0.415 data_time: 0.081 memory: 19465 loss: 2.8513 2022/06/14 15:18:01 - mmengine - INFO - Epoch(train) [264][200/313] lr: 7.753e-05 eta: 1:38:52 time: 0.491 data_time: 0.081 memory: 19465 loss: 3.1186 2022/06/14 15:18:52 - mmengine - INFO - Epoch(train) [264][300/313] lr: 7.753e-05 eta: 1:37:56 time: 0.488 data_time: 0.079 memory: 19465 loss: 2.7088 2022/06/14 15:18:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:18:58 - mmengine - INFO - Saving checkpoint at 264 epochs 2022/06/14 15:19:14 - mmengine - INFO - Epoch(val) [264][25/25] accuracy/top1: 81.5100 accuracy/top5: 95.8980 2022/06/14 15:20:08 - mmengine - INFO - Epoch(train) [265][100/313] lr: 7.398e-05 eta: 1:36:57 time: 0.428 data_time: 0.074 memory: 19465 loss: 2.8813 2022/06/14 15:20:59 - mmengine - INFO - Epoch(train) [265][200/313] lr: 7.398e-05 eta: 1:36:02 time: 0.552 data_time: 0.076 memory: 19465 loss: 2.8556 2022/06/14 15:21:51 - mmengine - INFO - Epoch(train) [265][300/313] lr: 7.398e-05 eta: 1:35:11 time: 0.402 data_time: 0.071 memory: 19465 loss: 2.8779 2022/06/14 15:21:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:21:58 - mmengine - INFO - Saving checkpoint at 265 epochs 2022/06/14 15:22:14 - mmengine - INFO - Epoch(val) [265][25/25] accuracy/top1: 81.5360 accuracy/top5: 95.9080 2022/06/14 15:22:46 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:23:10 - mmengine - INFO - Epoch(train) [266][100/313] lr: 7.052e-05 eta: 1:34:18 time: 0.442 data_time: 0.060 memory: 19465 loss: 2.5126 2022/06/14 15:24:03 - mmengine - INFO - Epoch(train) [266][200/313] lr: 7.052e-05 eta: 1:33:27 time: 0.622 data_time: 0.071 memory: 19465 loss: 2.7509 2022/06/14 15:24:56 - mmengine - INFO - Epoch(train) [266][300/313] lr: 7.052e-05 eta: 1:32:38 time: 0.618 data_time: 0.062 memory: 19465 loss: 2.7041 2022/06/14 15:25:03 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:25:03 - mmengine - INFO - Saving checkpoint at 266 epochs 2022/06/14 15:25:19 - mmengine - INFO - Epoch(val) [266][25/25] accuracy/top1: 81.5460 accuracy/top5: 95.9340 2022/06/14 15:26:14 - mmengine - INFO - Epoch(train) [267][100/313] lr: 6.715e-05 eta: 1:31:43 time: 0.406 data_time: 0.058 memory: 19465 loss: 2.6542 2022/06/14 15:27:07 - mmengine - INFO - Epoch(train) [267][200/313] lr: 6.715e-05 eta: 1:30:53 time: 0.488 data_time: 0.060 memory: 19465 loss: 2.8740 2022/06/14 15:27:59 - mmengine - INFO - Epoch(train) [267][300/313] lr: 6.715e-05 eta: 1:30:00 time: 0.493 data_time: 0.063 memory: 19465 loss: 2.7745 2022/06/14 15:28:06 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:28:06 - mmengine - INFO - Saving checkpoint at 267 epochs 2022/06/14 15:28:22 - mmengine - INFO - Epoch(val) [267][25/25] accuracy/top1: 81.5800 accuracy/top5: 95.9380 2022/06/14 15:29:19 - mmengine - INFO - Epoch(train) [268][100/313] lr: 6.387e-05 eta: 1:29:06 time: 0.520 data_time: 0.070 memory: 19465 loss: 2.7920 2022/06/14 15:30:11 - mmengine - INFO - Epoch(train) [268][200/313] lr: 6.387e-05 eta: 1:28:14 time: 0.496 data_time: 0.062 memory: 19465 loss: 2.7525 2022/06/14 15:31:03 - mmengine - INFO - Epoch(train) [268][300/313] lr: 6.387e-05 eta: 1:27:21 time: 0.505 data_time: 0.073 memory: 19465 loss: 2.7543 2022/06/14 15:31:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:31:10 - mmengine - INFO - Saving checkpoint at 268 epochs 2022/06/14 15:31:26 - mmengine - INFO - Epoch(val) [268][25/25] accuracy/top1: 81.6020 accuracy/top5: 95.9500 2022/06/14 15:32:21 - mmengine - INFO - Epoch(train) [269][100/313] lr: 6.069e-05 eta: 1:26:26 time: 0.481 data_time: 0.065 memory: 19465 loss: 2.6529 2022/06/14 15:32:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:33:15 - mmengine - INFO - Epoch(train) [269][200/313] lr: 6.069e-05 eta: 1:25:36 time: 0.510 data_time: 0.057 memory: 19465 loss: 2.5265 2022/06/14 15:34:08 - mmengine - INFO - Epoch(train) [269][300/313] lr: 6.069e-05 eta: 1:24:45 time: 0.500 data_time: 0.008 memory: 19465 loss: 2.5517 2022/06/14 15:34:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:34:14 - mmengine - INFO - Saving checkpoint at 269 epochs 2022/06/14 15:34:31 - mmengine - INFO - Epoch(val) [269][25/25] accuracy/top1: 81.6140 accuracy/top5: 95.9560 2022/06/14 15:35:26 - mmengine - INFO - Epoch(train) [270][100/313] lr: 5.761e-05 eta: 1:23:48 time: 0.492 data_time: 0.056 memory: 19465 loss: 2.3917 2022/06/14 15:36:19 - mmengine - INFO - Epoch(train) [270][200/313] lr: 5.761e-05 eta: 1:22:57 time: 0.463 data_time: 0.056 memory: 19465 loss: 2.8683 2022/06/14 15:37:10 - mmengine - INFO - Epoch(train) [270][300/313] lr: 5.761e-05 eta: 1:22:02 time: 0.414 data_time: 0.061 memory: 19465 loss: 2.7107 2022/06/14 15:37:16 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:37:16 - mmengine - INFO - Saving checkpoint at 270 epochs 2022/06/14 15:37:32 - mmengine - INFO - Epoch(val) [270][25/25] accuracy/top1: 81.6360 accuracy/top5: 95.9780 2022/06/14 15:38:28 - mmengine - INFO - Epoch(train) [271][100/313] lr: 5.461e-05 eta: 1:21:04 time: 0.479 data_time: 0.081 memory: 19465 loss: 2.6164 2022/06/14 15:39:19 - mmengine - INFO - Epoch(train) [271][200/313] lr: 5.461e-05 eta: 1:20:10 time: 0.495 data_time: 0.008 memory: 19465 loss: 2.5911 2022/06/14 15:40:11 - mmengine - INFO - Epoch(train) [271][300/313] lr: 5.461e-05 eta: 1:19:18 time: 0.406 data_time: 0.008 memory: 19465 loss: 2.5407 2022/06/14 15:40:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:40:17 - mmengine - INFO - Saving checkpoint at 271 epochs 2022/06/14 15:40:33 - mmengine - INFO - Epoch(val) [271][25/25] accuracy/top1: 81.6780 accuracy/top5: 95.9840 2022/06/14 15:41:29 - mmengine - INFO - Epoch(train) [272][100/313] lr: 5.171e-05 eta: 1:18:21 time: 0.445 data_time: 0.010 memory: 19465 loss: 2.5294 2022/06/14 15:42:09 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:42:21 - mmengine - INFO - Epoch(train) [272][200/313] lr: 5.171e-05 eta: 1:17:28 time: 0.454 data_time: 0.068 memory: 19465 loss: 2.8047 2022/06/14 15:43:14 - mmengine - INFO - Epoch(train) [272][300/313] lr: 5.171e-05 eta: 1:16:36 time: 0.443 data_time: 0.068 memory: 19465 loss: 2.4953 2022/06/14 15:43:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:43:20 - mmengine - INFO - Saving checkpoint at 272 epochs 2022/06/14 15:43:36 - mmengine - INFO - Epoch(val) [272][25/25] accuracy/top1: 81.6940 accuracy/top5: 95.9940 2022/06/14 15:44:32 - mmengine - INFO - Epoch(train) [273][100/313] lr: 4.891e-05 eta: 1:15:39 time: 0.474 data_time: 0.009 memory: 19465 loss: 2.5136 2022/06/14 15:45:24 - mmengine - INFO - Epoch(train) [273][200/313] lr: 4.891e-05 eta: 1:14:47 time: 0.508 data_time: 0.075 memory: 19465 loss: 2.5720 2022/06/14 15:46:18 - mmengine - INFO - Epoch(train) [273][300/313] lr: 4.891e-05 eta: 1:13:57 time: 0.441 data_time: 0.010 memory: 19465 loss: 3.0263 2022/06/14 15:46:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:46:25 - mmengine - INFO - Saving checkpoint at 273 epochs 2022/06/14 15:46:41 - mmengine - INFO - Epoch(val) [273][25/25] accuracy/top1: 81.7220 accuracy/top5: 96.0040 2022/06/14 15:47:37 - mmengine - INFO - Epoch(train) [274][100/313] lr: 4.620e-05 eta: 1:13:00 time: 0.517 data_time: 0.079 memory: 19465 loss: 2.5694 2022/06/14 15:48:31 - mmengine - INFO - Epoch(train) [274][200/313] lr: 4.620e-05 eta: 1:12:10 time: 0.497 data_time: 0.082 memory: 19465 loss: 2.5791 2022/06/14 15:49:23 - mmengine - INFO - Epoch(train) [274][300/313] lr: 4.620e-05 eta: 1:11:17 time: 0.486 data_time: 0.081 memory: 19465 loss: 2.8739 2022/06/14 15:49:30 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:49:30 - mmengine - INFO - Saving checkpoint at 274 epochs 2022/06/14 15:49:46 - mmengine - INFO - Epoch(val) [274][25/25] accuracy/top1: 81.7680 accuracy/top5: 96.0000 2022/06/14 15:50:42 - mmengine - INFO - Epoch(train) [275][100/313] lr: 4.359e-05 eta: 1:10:20 time: 0.514 data_time: 0.067 memory: 19465 loss: 2.8091 2022/06/14 15:51:35 - mmengine - INFO - Epoch(train) [275][200/313] lr: 4.359e-05 eta: 1:09:28 time: 0.511 data_time: 0.074 memory: 19465 loss: 2.8086 2022/06/14 15:51:55 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:52:28 - mmengine - INFO - Epoch(train) [275][300/313] lr: 4.359e-05 eta: 1:08:36 time: 0.507 data_time: 0.074 memory: 19465 loss: 2.6843 2022/06/14 15:52:34 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:52:34 - mmengine - INFO - Saving checkpoint at 275 epochs 2022/06/14 15:52:50 - mmengine - INFO - Epoch(val) [275][25/25] accuracy/top1: 81.7900 accuracy/top5: 96.0180 2022/06/14 15:53:46 - mmengine - INFO - Epoch(train) [276][100/313] lr: 4.107e-05 eta: 1:07:38 time: 0.495 data_time: 0.054 memory: 19465 loss: 2.7405 2022/06/14 15:54:39 - mmengine - INFO - Epoch(train) [276][200/313] lr: 4.107e-05 eta: 1:06:47 time: 0.423 data_time: 0.061 memory: 19465 loss: 2.6325 2022/06/14 15:55:32 - mmengine - INFO - Epoch(train) [276][300/313] lr: 4.107e-05 eta: 1:05:54 time: 0.412 data_time: 0.055 memory: 19465 loss: 2.7642 2022/06/14 15:55:39 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:55:39 - mmengine - INFO - Saving checkpoint at 276 epochs 2022/06/14 15:55:55 - mmengine - INFO - Epoch(val) [276][25/25] accuracy/top1: 81.8260 accuracy/top5: 96.0160 2022/06/14 15:56:51 - mmengine - INFO - Epoch(train) [277][100/313] lr: 3.865e-05 eta: 1:04:56 time: 0.408 data_time: 0.074 memory: 19465 loss: 2.5207 2022/06/14 15:57:43 - mmengine - INFO - Epoch(train) [277][200/313] lr: 3.865e-05 eta: 1:04:03 time: 0.465 data_time: 0.075 memory: 19465 loss: 2.5490 2022/06/14 15:58:35 - mmengine - INFO - Epoch(train) [277][300/313] lr: 3.865e-05 eta: 1:03:10 time: 0.493 data_time: 0.078 memory: 19465 loss: 2.7553 2022/06/14 15:58:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 15:58:41 - mmengine - INFO - Saving checkpoint at 277 epochs 2022/06/14 15:58:58 - mmengine - INFO - Epoch(val) [277][25/25] accuracy/top1: 81.8320 accuracy/top5: 96.0100 2022/06/14 15:59:54 - mmengine - INFO - Epoch(train) [278][100/313] lr: 3.632e-05 eta: 1:02:13 time: 0.442 data_time: 0.010 memory: 19465 loss: 2.7094 2022/06/14 16:00:48 - mmengine - INFO - Epoch(train) [278][200/313] lr: 3.632e-05 eta: 1:01:21 time: 0.503 data_time: 0.060 memory: 19465 loss: 2.8047 2022/06/14 16:01:41 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:01:41 - mmengine - INFO - Epoch(train) [278][300/313] lr: 3.632e-05 eta: 1:00:30 time: 0.565 data_time: 0.063 memory: 19465 loss: 2.5991 2022/06/14 16:01:48 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:01:48 - mmengine - INFO - Saving checkpoint at 278 epochs 2022/06/14 16:02:04 - mmengine - INFO - Epoch(val) [278][25/25] accuracy/top1: 81.8500 accuracy/top5: 96.0220 2022/06/14 16:03:00 - mmengine - INFO - Epoch(train) [279][100/313] lr: 3.410e-05 eta: 0:59:31 time: 0.413 data_time: 0.008 memory: 19465 loss: 2.4489 2022/06/14 16:03:52 - mmengine - INFO - Epoch(train) [279][200/313] lr: 3.410e-05 eta: 0:58:38 time: 0.420 data_time: 0.065 memory: 19465 loss: 2.6796 2022/06/14 16:04:45 - mmengine - INFO - Epoch(train) [279][300/313] lr: 3.410e-05 eta: 0:57:46 time: 0.460 data_time: 0.017 memory: 19465 loss: 2.4858 2022/06/14 16:04:51 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:04:51 - mmengine - INFO - Saving checkpoint at 279 epochs 2022/06/14 16:05:07 - mmengine - INFO - Epoch(val) [279][25/25] accuracy/top1: 81.8740 accuracy/top5: 96.0280 2022/06/14 16:06:03 - mmengine - INFO - Epoch(train) [280][100/313] lr: 3.197e-05 eta: 0:56:47 time: 0.473 data_time: 0.069 memory: 19465 loss: 2.5991 2022/06/14 16:06:55 - mmengine - INFO - Epoch(train) [280][200/313] lr: 3.197e-05 eta: 0:55:54 time: 0.484 data_time: 0.075 memory: 19465 loss: 2.8061 2022/06/14 16:07:47 - mmengine - INFO - Epoch(train) [280][300/313] lr: 3.197e-05 eta: 0:55:01 time: 0.405 data_time: 0.071 memory: 19465 loss: 2.7449 2022/06/14 16:07:53 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:07:53 - mmengine - INFO - Saving checkpoint at 280 epochs 2022/06/14 16:08:09 - mmengine - INFO - Epoch(val) [280][25/25] accuracy/top1: 81.9120 accuracy/top5: 96.0300 2022/06/14 16:09:04 - mmengine - INFO - Epoch(train) [281][100/313] lr: 2.993e-05 eta: 0:54:01 time: 0.522 data_time: 0.079 memory: 19465 loss: 2.8642 2022/06/14 16:09:56 - mmengine - INFO - Epoch(train) [281][200/313] lr: 2.993e-05 eta: 0:53:08 time: 0.503 data_time: 0.068 memory: 19465 loss: 2.6981 2022/06/14 16:10:48 - mmengine - INFO - Epoch(train) [281][300/313] lr: 2.993e-05 eta: 0:52:15 time: 0.413 data_time: 0.081 memory: 19465 loss: 2.4618 2022/06/14 16:10:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:10:54 - mmengine - INFO - Saving checkpoint at 281 epochs 2022/06/14 16:11:10 - mmengine - INFO - Epoch(val) [281][25/25] accuracy/top1: 81.9580 accuracy/top5: 96.0440 2022/06/14 16:11:38 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:12:06 - mmengine - INFO - Epoch(train) [282][100/313] lr: 2.800e-05 eta: 0:51:16 time: 0.527 data_time: 0.078 memory: 19465 loss: 2.5135 2022/06/14 16:12:58 - mmengine - INFO - Epoch(train) [282][200/313] lr: 2.800e-05 eta: 0:50:23 time: 0.523 data_time: 0.067 memory: 19465 loss: 2.6565 2022/06/14 16:13:50 - mmengine - INFO - Epoch(train) [282][300/313] lr: 2.800e-05 eta: 0:49:30 time: 0.507 data_time: 0.062 memory: 19465 loss: 2.4993 2022/06/14 16:13:56 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:13:56 - mmengine - INFO - Saving checkpoint at 282 epochs 2022/06/14 16:14:13 - mmengine - INFO - Epoch(val) [282][25/25] accuracy/top1: 82.0000 accuracy/top5: 96.0560 2022/06/14 16:15:09 - mmengine - INFO - Epoch(train) [283][100/313] lr: 2.616e-05 eta: 0:48:31 time: 0.497 data_time: 0.051 memory: 19465 loss: 2.8612 2022/06/14 16:16:00 - mmengine - INFO - Epoch(train) [283][200/313] lr: 2.616e-05 eta: 0:47:38 time: 0.499 data_time: 0.057 memory: 19465 loss: 2.6570 2022/06/14 16:16:52 - mmengine - INFO - Epoch(train) [283][300/313] lr: 2.616e-05 eta: 0:46:45 time: 0.509 data_time: 0.053 memory: 19465 loss: 2.7135 2022/06/14 16:16:58 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:16:58 - mmengine - INFO - Saving checkpoint at 283 epochs 2022/06/14 16:17:14 - mmengine - INFO - Epoch(val) [283][25/25] accuracy/top1: 82.0200 accuracy/top5: 96.0820 2022/06/14 16:18:11 - mmengine - INFO - Epoch(train) [284][100/313] lr: 2.442e-05 eta: 0:45:46 time: 0.664 data_time: 0.066 memory: 19465 loss: 2.4960 2022/06/14 16:19:04 - mmengine - INFO - Epoch(train) [284][200/313] lr: 2.442e-05 eta: 0:44:55 time: 0.546 data_time: 0.082 memory: 19465 loss: 2.5251 2022/06/14 16:19:58 - mmengine - INFO - Epoch(train) [284][300/313] lr: 2.442e-05 eta: 0:44:02 time: 0.491 data_time: 0.073 memory: 19465 loss: 2.7747 2022/06/14 16:20:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:20:04 - mmengine - INFO - Saving checkpoint at 284 epochs 2022/06/14 16:20:21 - mmengine - INFO - Epoch(val) [284][25/25] accuracy/top1: 82.0800 accuracy/top5: 96.0880 2022/06/14 16:21:17 - mmengine - INFO - Epoch(train) [285][100/313] lr: 2.278e-05 eta: 0:43:03 time: 0.406 data_time: 0.010 memory: 19465 loss: 2.7009 2022/06/14 16:21:21 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:22:08 - mmengine - INFO - Epoch(train) [285][200/313] lr: 2.278e-05 eta: 0:42:10 time: 0.417 data_time: 0.008 memory: 19465 loss: 2.7154 2022/06/14 16:22:59 - mmengine - INFO - Epoch(train) [285][300/313] lr: 2.278e-05 eta: 0:41:17 time: 0.472 data_time: 0.008 memory: 19465 loss: 2.3935 2022/06/14 16:23:05 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:23:05 - mmengine - INFO - Saving checkpoint at 285 epochs 2022/06/14 16:23:23 - mmengine - INFO - Epoch(val) [285][25/25] accuracy/top1: 82.1000 accuracy/top5: 96.1020 2022/06/14 16:24:17 - mmengine - INFO - Epoch(train) [286][100/313] lr: 2.123e-05 eta: 0:40:17 time: 0.411 data_time: 0.008 memory: 19465 loss: 2.4776 2022/06/14 16:25:07 - mmengine - INFO - Epoch(train) [286][200/313] lr: 2.123e-05 eta: 0:39:23 time: 0.497 data_time: 0.054 memory: 19465 loss: 2.6016 2022/06/14 16:25:58 - mmengine - INFO - Epoch(train) [286][300/313] lr: 2.123e-05 eta: 0:38:30 time: 0.540 data_time: 0.068 memory: 19465 loss: 2.6519 2022/06/14 16:26:04 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:26:04 - mmengine - INFO - Saving checkpoint at 286 epochs 2022/06/14 16:26:20 - mmengine - INFO - Epoch(val) [286][25/25] accuracy/top1: 82.1020 accuracy/top5: 96.1020 2022/06/14 16:27:15 - mmengine - INFO - Epoch(train) [287][100/313] lr: 1.979e-05 eta: 0:37:31 time: 0.527 data_time: 0.120 memory: 19465 loss: 2.7969 2022/06/14 16:28:08 - mmengine - INFO - Epoch(train) [287][200/313] lr: 1.979e-05 eta: 0:36:38 time: 0.501 data_time: 0.125 memory: 19465 loss: 2.7260 2022/06/14 16:29:00 - mmengine - INFO - Epoch(train) [287][300/313] lr: 1.979e-05 eta: 0:35:46 time: 0.497 data_time: 0.185 memory: 19465 loss: 2.6000 2022/06/14 16:29:07 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:29:07 - mmengine - INFO - Saving checkpoint at 287 epochs 2022/06/14 16:29:22 - mmengine - INFO - Epoch(val) [287][25/25] accuracy/top1: 82.1100 accuracy/top5: 96.1040 2022/06/14 16:30:17 - mmengine - INFO - Epoch(train) [288][100/313] lr: 1.844e-05 eta: 0:34:46 time: 0.455 data_time: 0.064 memory: 19465 loss: 2.6364 2022/06/14 16:30:54 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:31:10 - mmengine - INFO - Epoch(train) [288][200/313] lr: 1.844e-05 eta: 0:33:54 time: 0.501 data_time: 0.054 memory: 19465 loss: 2.3077 2022/06/14 16:32:03 - mmengine - INFO - Epoch(train) [288][300/313] lr: 1.844e-05 eta: 0:33:02 time: 0.494 data_time: 0.060 memory: 19465 loss: 2.6237 2022/06/14 16:32:09 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:32:09 - mmengine - INFO - Saving checkpoint at 288 epochs 2022/06/14 16:32:25 - mmengine - INFO - Epoch(val) [288][25/25] accuracy/top1: 82.1460 accuracy/top5: 96.1080 2022/06/14 16:33:21 - mmengine - INFO - Epoch(train) [289][100/313] lr: 1.719e-05 eta: 0:32:02 time: 0.502 data_time: 0.075 memory: 19465 loss: 2.7099 2022/06/14 16:34:13 - mmengine - INFO - Epoch(train) [289][200/313] lr: 1.719e-05 eta: 0:31:09 time: 0.502 data_time: 0.072 memory: 19465 loss: 2.5685 2022/06/14 16:35:04 - mmengine - INFO - Epoch(train) [289][300/313] lr: 1.719e-05 eta: 0:30:17 time: 0.520 data_time: 0.068 memory: 19465 loss: 2.6542 2022/06/14 16:35:10 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:35:10 - mmengine - INFO - Saving checkpoint at 289 epochs 2022/06/14 16:35:29 - mmengine - INFO - Epoch(val) [289][25/25] accuracy/top1: 82.1840 accuracy/top5: 96.1140 2022/06/14 16:36:24 - mmengine - INFO - Epoch(train) [290][100/313] lr: 1.605e-05 eta: 0:29:18 time: 0.476 data_time: 0.058 memory: 19465 loss: 2.6742 2022/06/14 16:37:15 - mmengine - INFO - Epoch(train) [290][200/313] lr: 1.605e-05 eta: 0:28:25 time: 0.485 data_time: 0.066 memory: 19465 loss: 2.5848 2022/06/14 16:38:07 - mmengine - INFO - Epoch(train) [290][300/313] lr: 1.605e-05 eta: 0:27:32 time: 0.520 data_time: 0.062 memory: 19465 loss: 2.6535 2022/06/14 16:38:14 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:38:14 - mmengine - INFO - Saving checkpoint at 290 epochs 2022/06/14 16:38:30 - mmengine - INFO - Epoch(val) [290][25/25] accuracy/top1: 82.2080 accuracy/top5: 96.1180 2022/06/14 16:39:26 - mmengine - INFO - Epoch(train) [291][100/313] lr: 1.500e-05 eta: 0:26:33 time: 0.503 data_time: 0.008 memory: 19465 loss: 2.6655 2022/06/14 16:40:19 - mmengine - INFO - Epoch(train) [291][200/313] lr: 1.500e-05 eta: 0:25:40 time: 0.520 data_time: 0.012 memory: 19465 loss: 2.4720 2022/06/14 16:40:34 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:41:11 - mmengine - INFO - Epoch(train) [291][300/313] lr: 1.500e-05 eta: 0:24:48 time: 0.482 data_time: 0.008 memory: 19465 loss: 2.7044 2022/06/14 16:41:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:41:17 - mmengine - INFO - Saving checkpoint at 291 epochs 2022/06/14 16:41:34 - mmengine - INFO - Epoch(val) [291][25/25] accuracy/top1: 82.2260 accuracy/top5: 96.1260 2022/06/14 16:42:29 - mmengine - INFO - Epoch(train) [292][100/313] lr: 1.405e-05 eta: 0:23:48 time: 0.427 data_time: 0.010 memory: 19465 loss: 2.6163 2022/06/14 16:43:21 - mmengine - INFO - Epoch(train) [292][200/313] lr: 1.405e-05 eta: 0:22:56 time: 0.462 data_time: 0.008 memory: 19465 loss: 2.7543 2022/06/14 16:44:13 - mmengine - INFO - Epoch(train) [292][300/313] lr: 1.405e-05 eta: 0:22:03 time: 0.428 data_time: 0.009 memory: 19465 loss: 2.6562 2022/06/14 16:44:20 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:44:20 - mmengine - INFO - Saving checkpoint at 292 epochs 2022/06/14 16:44:36 - mmengine - INFO - Epoch(val) [292][25/25] accuracy/top1: 82.2440 accuracy/top5: 96.1280 2022/06/14 16:45:32 - mmengine - INFO - Epoch(train) [293][100/313] lr: 1.320e-05 eta: 0:21:04 time: 0.417 data_time: 0.066 memory: 19465 loss: 2.7265 2022/06/14 16:46:24 - mmengine - INFO - Epoch(train) [293][200/313] lr: 1.320e-05 eta: 0:20:11 time: 0.482 data_time: 0.170 memory: 19465 loss: 2.4247 2022/06/14 16:47:17 - mmengine - INFO - Epoch(train) [293][300/313] lr: 1.320e-05 eta: 0:19:19 time: 0.404 data_time: 0.065 memory: 19465 loss: 2.6862 2022/06/14 16:47:23 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:47:23 - mmengine - INFO - Saving checkpoint at 293 epochs 2022/06/14 16:47:39 - mmengine - INFO - Epoch(val) [293][25/25] accuracy/top1: 82.2660 accuracy/top5: 96.1420 2022/06/14 16:48:33 - mmengine - INFO - Epoch(train) [294][100/313] lr: 1.245e-05 eta: 0:18:19 time: 0.491 data_time: 0.057 memory: 19465 loss: 2.6777 2022/06/14 16:49:25 - mmengine - INFO - Epoch(train) [294][200/313] lr: 1.245e-05 eta: 0:17:26 time: 0.426 data_time: 0.063 memory: 19465 loss: 2.2890 2022/06/14 16:50:13 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:50:18 - mmengine - INFO - Epoch(train) [294][300/313] lr: 1.245e-05 eta: 0:16:34 time: 0.494 data_time: 0.008 memory: 19465 loss: 2.5027 2022/06/14 16:50:25 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:50:25 - mmengine - INFO - Saving checkpoint at 294 epochs 2022/06/14 16:50:41 - mmengine - INFO - Epoch(val) [294][25/25] accuracy/top1: 82.2760 accuracy/top5: 96.1360 2022/06/14 16:51:37 - mmengine - INFO - Epoch(train) [295][100/313] lr: 1.180e-05 eta: 0:15:35 time: 0.409 data_time: 0.009 memory: 19465 loss: 2.6524 2022/06/14 16:52:30 - mmengine - INFO - Epoch(train) [295][200/313] lr: 1.180e-05 eta: 0:14:42 time: 0.499 data_time: 0.008 memory: 19465 loss: 2.5757 2022/06/14 16:53:22 - mmengine - INFO - Epoch(train) [295][300/313] lr: 1.180e-05 eta: 0:13:50 time: 0.444 data_time: 0.008 memory: 19465 loss: 2.4048 2022/06/14 16:53:29 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:53:29 - mmengine - INFO - Saving checkpoint at 295 epochs 2022/06/14 16:53:45 - mmengine - INFO - Epoch(val) [295][25/25] accuracy/top1: 82.3140 accuracy/top5: 96.1380 2022/06/14 16:54:41 - mmengine - INFO - Epoch(train) [296][100/313] lr: 1.125e-05 eta: 0:12:50 time: 0.497 data_time: 0.008 memory: 19465 loss: 2.6684 2022/06/14 16:55:34 - mmengine - INFO - Epoch(train) [296][200/313] lr: 1.125e-05 eta: 0:11:58 time: 0.563 data_time: 0.011 memory: 19465 loss: 2.6653 2022/06/14 16:56:26 - mmengine - INFO - Epoch(train) [296][300/313] lr: 1.125e-05 eta: 0:11:05 time: 0.499 data_time: 0.076 memory: 19465 loss: 2.6099 2022/06/14 16:56:32 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:56:32 - mmengine - INFO - Saving checkpoint at 296 epochs 2022/06/14 16:56:48 - mmengine - INFO - Epoch(val) [296][25/25] accuracy/top1: 82.3180 accuracy/top5: 96.1360 2022/06/14 16:57:44 - mmengine - INFO - Epoch(train) [297][100/313] lr: 1.080e-05 eta: 0:10:06 time: 0.532 data_time: 0.077 memory: 19465 loss: 2.7179 2022/06/14 16:58:37 - mmengine - INFO - Epoch(train) [297][200/313] lr: 1.080e-05 eta: 0:09:13 time: 0.416 data_time: 0.099 memory: 19465 loss: 2.7325 2022/06/14 16:59:30 - mmengine - INFO - Epoch(train) [297][300/313] lr: 1.080e-05 eta: 0:08:21 time: 0.410 data_time: 0.078 memory: 19465 loss: 2.8372 2022/06/14 16:59:37 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 16:59:37 - mmengine - INFO - Saving checkpoint at 297 epochs 2022/06/14 16:59:54 - mmengine - INFO - Epoch(val) [297][25/25] accuracy/top1: 82.3440 accuracy/top5: 96.1380 2022/06/14 17:00:17 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 17:00:50 - mmengine - INFO - Epoch(train) [298][100/313] lr: 1.045e-05 eta: 0:07:21 time: 0.494 data_time: 0.054 memory: 19465 loss: 2.7025 2022/06/14 17:01:42 - mmengine - INFO - Epoch(train) [298][200/313] lr: 1.045e-05 eta: 0:06:28 time: 0.515 data_time: 0.008 memory: 19465 loss: 2.6338 2022/06/14 17:02:34 - mmengine - INFO - Epoch(train) [298][300/313] lr: 1.045e-05 eta: 0:05:36 time: 0.488 data_time: 0.053 memory: 19465 loss: 2.6091 2022/06/14 17:02:40 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 17:02:40 - mmengine - INFO - Saving checkpoint at 298 epochs 2022/06/14 17:02:57 - mmengine - INFO - Epoch(val) [298][25/25] accuracy/top1: 82.3500 accuracy/top5: 96.1400 2022/06/14 17:03:53 - mmengine - INFO - Epoch(train) [299][100/313] lr: 1.020e-05 eta: 0:04:36 time: 0.436 data_time: 0.068 memory: 19465 loss: 2.6951 2022/06/14 17:04:46 - mmengine - INFO - Epoch(train) [299][200/313] lr: 1.020e-05 eta: 0:03:44 time: 0.484 data_time: 0.062 memory: 19465 loss: 2.6291 2022/06/14 17:05:39 - mmengine - INFO - Epoch(train) [299][300/313] lr: 1.020e-05 eta: 0:02:51 time: 0.511 data_time: 0.056 memory: 19465 loss: 2.5859 2022/06/14 17:05:45 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 17:05:45 - mmengine - INFO - Saving checkpoint at 299 epochs 2022/06/14 17:06:02 - mmengine - INFO - Epoch(val) [299][25/25] accuracy/top1: 82.3540 accuracy/top5: 96.1400 2022/06/14 17:06:58 - mmengine - INFO - Epoch(train) [300][100/313] lr: 1.005e-05 eta: 0:01:52 time: 0.539 data_time: 0.070 memory: 19465 loss: 2.6690 2022/06/14 17:07:51 - mmengine - INFO - Epoch(train) [300][200/313] lr: 1.005e-05 eta: 0:00:59 time: 0.524 data_time: 0.095 memory: 19465 loss: 2.5463 2022/06/14 17:08:43 - mmengine - INFO - Epoch(train) [300][300/313] lr: 1.005e-05 eta: 0:00:06 time: 0.430 data_time: 0.082 memory: 19465 loss: 2.8273 2022/06/14 17:08:49 - mmengine - INFO - Exp name: deit-base_pt-mae-32xb128_in1k_20220614_144455 2022/06/14 17:08:49 - mmengine - INFO - Saving checkpoint at 300 epochs 2022/06/14 17:09:05 - mmengine - INFO - Epoch(val) [300][25/25] accuracy/top1: 82.3720 accuracy/top5: 96.1480