The MAE training loss becomes nan after one iteration

[windygoo]

torch=cu111+1.10.0
mmcv=2.0.0
mmpretrain=1.0.0rc8

I use the mae_vit-base-p16_8xb512-amp-coslr-1600e_in1k.py config file and just change the dataset path to mine, which comprises 1.5M images of size 512 x512.

The training loss suddenly increases from 0.4669 to 0.5318 in the 163-th epoch and then remains as nan.

2023/06/09 07:11:17 - mmengine - INFO - Epoch(train) [1][100/351] lr: 1.7163e-05 eta: 6 days, 16:33:19 time: 0.9604 data_time: 0.1422 memory: 48594 loss: 0.7695
2023/06/09 07:12:53 - mmengine - INFO - Epoch(train) [1][200/351] lr: 3.4256e-05 eta: 6 days, 11:01:32 time: 1.0733 data_time: 0.2386 memory: 48594 loss: 0.6811
2023/06/09 07:14:29 - mmengine - INFO - Epoch(train) [1][300/351] lr: 5.1350e-05 eta: 6 days, 9:14:20 time: 0.8873 data_time: 0.0396 memory: 48594 loss: 0.6811
2023/06/09 07:15:17 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:15:17 - mmengine - INFO - Saving checkpoint at 1 epochs
2023/06/09 07:17:19 - mmengine - INFO - Epoch(train) [2][100/351] lr: 7.7161e-05 eta: 6 days, 8:50:25 time: 0.9063 data_time: 0.0653 memory: 48594 loss: 0.6757
2023/06/09 07:18:56 - mmengine - INFO - Epoch(train) [2][200/351] lr: 9.4254e-05 eta: 6 days, 8:37:11 time: 0.9466 data_time: 0.0762 memory: 48594 loss: 0.6706
2023/06/09 07:20:33 - mmengine - INFO - Epoch(train) [2][300/351] lr: 1.1135e-04 eta: 6 days, 8:15:53 time: 0.9575 data_time: 0.0782 memory: 48594 loss: 0.6609
2023/06/09 07:21:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:21:23 - mmengine - INFO - Saving checkpoint at 2 epochs
2023/06/09 07:23:27 - mmengine - INFO - Epoch(train) [3][100/351] lr: 1.3716e-04 eta: 6 days, 8:56:14 time: 0.8768 data_time: 0.0542 memory: 48594 loss: 0.6571
2023/06/09 07:25:03 - mmengine - INFO - Epoch(train) [3][200/351] lr: 1.5425e-04 eta: 6 days, 8:30:08 time: 0.9646 data_time: 0.1059 memory: 48594 loss: 0.6455
2023/06/09 07:26:38 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:26:40 - mmengine - INFO - Epoch(train) [3][300/351] lr: 1.7135e-04 eta: 6 days, 8:20:34 time: 0.9261 data_time: 0.0672 memory: 48594 loss: 0.6304
2023/06/09 07:27:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:27:27 - mmengine - INFO - Saving checkpoint at 3 epochs
2023/06/09 07:29:29 - mmengine - INFO - Epoch(train) [4][100/351] lr: 1.9716e-04 eta: 6 days, 8:10:52 time: 0.9262 data_time: 0.0739 memory: 48594 loss: 0.6041
2023/06/09 07:31:06 - mmengine - INFO - Epoch(train) [4][200/351] lr: 2.1425e-04 eta: 6 days, 7:58:36 time: 0.9030 data_time: 0.0729 memory: 48594 loss: 0.6002
2023/06/09 07:32:43 - mmengine - INFO - Epoch(train) [4][300/351] lr: 2.3134e-04 eta: 6 days, 7:53:03 time: 0.9596 data_time: 0.0922 memory: 48594 loss: 0.5849
2023/06/09 07:33:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:33:32 - mmengine - INFO - Saving checkpoint at 4 epochs
2023/06/09 07:35:36 - mmengine - INFO - Epoch(train) [5][100/351] lr: 2.5716e-04 eta: 6 days, 8:11:41 time: 0.9521 data_time: 0.1019 memory: 48594 loss: 0.5730
2023/06/09 07:37:11 - mmengine - INFO - Epoch(train) [5][200/351] lr: 2.7425e-04 eta: 6 days, 7:52:59 time: 0.9288 data_time: 0.1043 memory: 48594 loss: 0.5615
2023/06/09 07:38:51 - mmengine - INFO - Epoch(train) [5][300/351] lr: 2.9134e-04 eta: 6 days, 8:00:26 time: 0.9635 data_time: 0.1354 memory: 48594 loss: 0.5589
2023/06/09 07:39:38 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:39:38 - mmengine - INFO - Saving checkpoint at 5 epochs
2023/06/09 07:41:41 - mmengine - INFO - Epoch(train) [6][100/351] lr: 3.1715e-04 eta: 6 days, 7:56:54 time: 0.9403 data_time: 0.1009 memory: 48594 loss: 0.5462
2023/06/09 07:43:17 - mmengine - INFO - Epoch(train) [6][200/351] lr: 3.3425e-04 eta: 6 days, 7:50:33 time: 0.9239 data_time: 0.0912 memory: 48594 loss: 0.5472
2023/06/09 07:44:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:44:55 - mmengine - INFO - Epoch(train) [6][300/351] lr: 3.5134e-04 eta: 6 days, 7:49:11 time: 0.9842 data_time: 0.1248 memory: 48594 loss: 0.5425
2023/06/09 07:45:44 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:45:44 - mmengine - INFO - Saving checkpoint at 6 epochs
2023/06/09 07:47:47 - mmengine - INFO - Epoch(train) [7][100/351] lr: 3.7715e-04 eta: 6 days, 7:53:05 time: 0.8838 data_time: 0.0641 memory: 48594 loss: 0.5361
2023/06/09 07:49:22 - mmengine - INFO - Epoch(train) [7][200/351] lr: 3.9425e-04 eta: 6 days, 7:39:08 time: 0.9298 data_time: 0.0965 memory: 48594 loss: 0.5348
2023/06/09 07:51:03 - mmengine - INFO - Epoch(train) [7][300/351] lr: 4.1134e-04 eta: 6 days, 7:53:53 time: 0.9445 data_time: 0.0954 memory: 48594 loss: 0.5290
2023/06/09 07:51:52 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:51:52 - mmengine - INFO - Saving checkpoint at 7 epochs
2023/06/09 07:53:55 - mmengine - INFO - Epoch(train) [8][100/351] lr: 4.3715e-04 eta: 6 days, 7:58:27 time: 0.9335 data_time: 0.0931 memory: 48594 loss: 0.5322
2023/06/09 07:55:36 - mmengine - INFO - Epoch(train) [8][200/351] lr: 4.5424e-04 eta: 6 days, 8:06:14 time: 1.0015 data_time: 0.1405 memory: 48594 loss: 0.5312
2023/06/09 07:57:14 - mmengine - INFO - Epoch(train) [8][300/351] lr: 4.7134e-04 eta: 6 days, 8:06:10 time: 0.9676 data_time: 0.1175 memory: 48594 loss: 0.5272
2023/06/09 07:58:04 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 07:58:04 - mmengine - INFO - Saving checkpoint at 8 epochs
2023/06/09 08:00:10 - mmengine - INFO - Epoch(train) [9][100/351] lr: 4.9715e-04 eta: 6 days, 8:18:41 time: 0.9565 data_time: 0.1235 memory: 48594 loss: 0.5249
2023/06/09 08:01:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:01:48 - mmengine - INFO - Epoch(train) [9][200/351] lr: 5.1424e-04 eta: 6 days, 8:16:33 time: 0.9293 data_time: 0.0808 memory: 48594 loss: 0.5209
2023/06/09 08:03:29 - mmengine - INFO - Epoch(train) [9][300/351] lr: 5.3134e-04 eta: 6 days, 8:22:47 time: 0.9176 data_time: 0.0812 memory: 48594 loss: 0.5167
2023/06/09 08:04:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:04:18 - mmengine - INFO - Saving checkpoint at 9 epochs
2023/06/09 08:06:23 - mmengine - INFO - Epoch(train) [10][100/351] lr: 5.5715e-04 eta: 6 days, 8:30:32 time: 0.9609 data_time: 0.1226 memory: 48594 loss: 0.5182
2023/06/09 08:08:02 - mmengine - INFO - Epoch(train) [10][200/351] lr: 5.7424e-04 eta: 6 days, 8:30:53 time: 1.0163 data_time: 0.1510 memory: 48594 loss: 0.5183
2023/06/09 08:09:39 - mmengine - INFO - Epoch(train) [10][300/351] lr: 5.9133e-04 eta: 6 days, 8:25:13 time: 0.9477 data_time: 0.1155 memory: 48594 loss: 0.5112
2023/06/09 08:10:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:10:27 - mmengine - INFO - Saving checkpoint at 10 epochs
2023/06/09 08:12:33 - mmengine - INFO - Epoch(train) [11][100/351] lr: 6.1715e-04 eta: 6 days, 8:29:21 time: 0.9022 data_time: 0.0657 memory: 48594 loss: 0.5134
2023/06/09 08:14:10 - mmengine - INFO - Epoch(train) [11][200/351] lr: 6.3424e-04 eta: 6 days, 8:24:59 time: 0.9822 data_time: 0.1546 memory: 48594 loss: 0.5112
2023/06/09 08:15:48 - mmengine - INFO - Epoch(train) [11][300/351] lr: 6.5133e-04 eta: 6 days, 8:22:54 time: 0.9547 data_time: 0.1088 memory: 48594 loss: 0.5094
2023/06/09 08:16:36 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:16:36 - mmengine - INFO - Saving checkpoint at 11 epochs
2023/06/09 08:18:39 - mmengine - INFO - Epoch(train) [12][100/351] lr: 6.7714e-04 eta: 6 days, 8:18:07 time: 0.9253 data_time: 0.0895 memory: 48594 loss: 0.5098
2023/06/09 08:19:16 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:20:15 - mmengine - INFO - Epoch(train) [12][200/351] lr: 6.9424e-04 eta: 6 days, 8:10:57 time: 0.9193 data_time: 0.0697 memory: 48594 loss: 0.5118
2023/06/09 08:21:55 - mmengine - INFO - Epoch(train) [12][300/351] lr: 7.1133e-04 eta: 6 days, 8:14:17 time: 0.9734 data_time: 0.1253 memory: 48594 loss: 0.5160
2023/06/09 08:22:43 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:22:43 - mmengine - INFO - Saving checkpoint at 12 epochs
2023/06/09 08:24:47 - mmengine - INFO - Epoch(train) [13][100/351] lr: 7.3714e-04 eta: 6 days, 8:13:17 time: 0.9321 data_time: 0.0782 memory: 48594 loss: 0.5065
2023/06/09 08:26:24 - mmengine - INFO - Epoch(train) [13][200/351] lr: 7.5424e-04 eta: 6 days, 8:09:27 time: 1.0552 data_time: 0.2314 memory: 48594 loss: 0.5043
2023/06/09 08:28:00 - mmengine - INFO - Epoch(train) [13][300/351] lr: 7.7133e-04 eta: 6 days, 8:01:45 time: 0.8997 data_time: 0.0526 memory: 48594 loss: 0.5057
2023/06/09 08:28:47 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:28:47 - mmengine - INFO - Saving checkpoint at 13 epochs
2023/06/09 08:30:52 - mmengine - INFO - Epoch(train) [14][100/351] lr: 7.9714e-04 eta: 6 days, 7:59:50 time: 0.9363 data_time: 0.1011 memory: 48594 loss: 0.5065
2023/06/09 08:32:26 - mmengine - INFO - Epoch(train) [14][200/351] lr: 8.1423e-04 eta: 6 days, 7:50:04 time: 0.9065 data_time: 0.0763 memory: 48594 loss: 0.5081
2023/06/09 08:34:05 - mmengine - INFO - Epoch(train) [14][300/351] lr: 8.3133e-04 eta: 6 days, 7:51:13 time: 0.9689 data_time: 0.1172 memory: 48594 loss: 0.5040
2023/06/09 08:34:53 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:34:53 - mmengine - INFO - Saving checkpoint at 14 epochs
2023/06/09 08:36:43 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:36:57 - mmengine - INFO - Epoch(train) [15][100/351] lr: 8.5714e-04 eta: 6 days, 7:49:07 time: 0.9616 data_time: 0.1215 memory: 48594 loss: 0.5049
2023/06/09 08:38:32 - mmengine - INFO - Epoch(train) [15][200/351] lr: 8.7423e-04 eta: 6 days, 7:42:15 time: 0.9217 data_time: 0.0618 memory: 48594 loss: 0.5068
2023/06/09 08:40:10 - mmengine - INFO - Epoch(train) [15][300/351] lr: 8.9133e-04 eta: 6 days, 7:40:57 time: 0.9041 data_time: 0.0492 memory: 48594 loss: 0.5020
2023/06/09 08:40:59 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:40:59 - mmengine - INFO - Saving checkpoint at 15 epochs
2023/06/09 08:42:59 - mmengine - INFO - Epoch(train) [16][100/351] lr: 9.1714e-04 eta: 6 days, 7:35:53 time: 0.9284 data_time: 0.1015 memory: 48594 loss: 0.5365
2023/06/09 08:44:36 - mmengine - INFO - Epoch(train) [16][200/351] lr: 9.3423e-04 eta: 6 days, 7:31:44 time: 0.9779 data_time: 0.1407 memory: 48594 loss: 0.5013
2023/06/09 08:46:14 - mmengine - INFO - Epoch(train) [16][300/351] lr: 9.5132e-04 eta: 6 days, 7:29:02 time: 0.9029 data_time: 0.0598 memory: 48594 loss: 0.4969
2023/06/09 08:47:02 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:47:02 - mmengine - INFO - Saving checkpoint at 16 epochs
2023/06/09 08:49:07 - mmengine - INFO - Epoch(train) [17][100/351] lr: 9.7713e-04 eta: 6 days, 7:30:09 time: 0.9237 data_time: 0.0650 memory: 48594 loss: 0.4998
2023/06/09 08:50:42 - mmengine - INFO - Epoch(train) [17][200/351] lr: 9.9423e-04 eta: 6 days, 7:23:42 time: 0.9005 data_time: 0.0716 memory: 48594 loss: 0.4956
2023/06/09 08:52:20 - mmengine - INFO - Epoch(train) [17][300/351] lr: 1.0113e-03 eta: 6 days, 7:22:19 time: 0.9771 data_time: 0.1405 memory: 48594 loss: 0.4951
2023/06/09 08:53:08 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:53:08 - mmengine - INFO - Saving checkpoint at 17 epochs
2023/06/09 08:54:07 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:55:12 - mmengine - INFO - Epoch(train) [18][100/351] lr: 1.0371e-03 eta: 6 days, 7:20:06 time: 0.9383 data_time: 0.0980 memory: 48594 loss: 0.4959
2023/06/09 08:56:49 - mmengine - INFO - Epoch(train) [18][200/351] lr: 1.0542e-03 eta: 6 days, 7:16:53 time: 1.0950 data_time: 0.2478 memory: 48594 loss: 0.4967
2023/06/09 08:58:27 - mmengine - INFO - Epoch(train) [18][300/351] lr: 1.0713e-03 eta: 6 days, 7:16:32 time: 0.9298 data_time: 0.0923 memory: 48594 loss: 0.5010
2023/06/09 08:59:16 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 08:59:16 - mmengine - INFO - Saving checkpoint at 18 epochs
2023/06/09 09:01:21 - mmengine - INFO - Epoch(train) [19][100/351] lr: 1.0971e-03 eta: 6 days, 7:17:40 time: 0.9311 data_time: 0.0967 memory: 48594 loss: 0.5133
2023/06/09 09:02:57 - mmengine - INFO - Epoch(train) [19][200/351] lr: 1.1142e-03 eta: 6 days, 7:14:03 time: 0.9403 data_time: 0.0866 memory: 48594 loss: 0.4954
2023/06/09 09:04:35 - mmengine - INFO - Epoch(train) [19][300/351] lr: 1.1313e-03 eta: 6 days, 7:12:14 time: 0.9610 data_time: 0.1112 memory: 48594 loss: 0.4952
2023/06/09 09:05:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:05:24 - mmengine - INFO - Saving checkpoint at 19 epochs
2023/06/09 09:07:27 - mmengine - INFO - Epoch(train) [20][100/351] lr: 1.1571e-03 eta: 6 days, 7:10:41 time: 0.9496 data_time: 0.1258 memory: 48594 loss: 0.4923
2023/06/09 09:09:03 - mmengine - INFO - Epoch(train) [20][200/351] lr: 1.1742e-03 eta: 6 days, 7:06:06 time: 0.9295 data_time: 0.0859 memory: 48594 loss: 0.4947
2023/06/09 09:10:42 - mmengine - INFO - Epoch(train) [20][300/351] lr: 1.1913e-03 eta: 6 days, 7:06:33 time: 0.9149 data_time: 0.0708 memory: 48594 loss: 0.4987
2023/06/09 09:11:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:11:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:11:31 - mmengine - INFO - Saving checkpoint at 20 epochs
2023/06/09 09:13:33 - mmengine - INFO - Epoch(train) [21][100/351] lr: 1.2171e-03 eta: 6 days, 7:03:39 time: 0.8936 data_time: 0.0481 memory: 48594 loss: 0.4958
2023/06/09 09:15:10 - mmengine - INFO - Epoch(train) [21][200/351] lr: 1.2342e-03 eta: 6 days, 7:01:29 time: 0.9399 data_time: 0.0739 memory: 48594 loss: 0.4923
2023/06/09 09:16:48 - mmengine - INFO - Epoch(train) [21][300/351] lr: 1.2513e-03 eta: 6 days, 6:58:48 time: 0.9219 data_time: 0.0333 memory: 48594 loss: 0.4923
2023/06/09 09:17:37 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:17:37 - mmengine - INFO - Saving checkpoint at 21 epochs
2023/06/09 09:19:39 - mmengine - INFO - Epoch(train) [22][100/351] lr: 1.2771e-03 eta: 6 days, 6:57:54 time: 0.9195 data_time: 0.0699 memory: 48594 loss: 0.4935
2023/06/09 09:21:14 - mmengine - INFO - Epoch(train) [22][200/351] lr: 1.2942e-03 eta: 6 days, 6:52:33 time: 0.9210 data_time: 0.0778 memory: 48594 loss: 0.4905
2023/06/09 09:22:54 - mmengine - INFO - Epoch(train) [22][300/351] lr: 1.3113e-03 eta: 6 days, 6:52:49 time: 0.9147 data_time: 0.0593 memory: 48594 loss: 0.4929
2023/06/09 09:23:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:23:42 - mmengine - INFO - Saving checkpoint at 22 epochs
2023/06/09 09:25:45 - mmengine - INFO - Epoch(train) [23][100/351] lr: 1.3371e-03 eta: 6 days, 6:50:57 time: 0.9633 data_time: 0.1196 memory: 48594 loss: 0.4915
2023/06/09 09:27:21 - mmengine - INFO - Epoch(train) [23][200/351] lr: 1.3542e-03 eta: 6 days, 6:47:20 time: 0.9243 data_time: 0.0731 memory: 48594 loss: 0.4920
2023/06/09 09:28:36 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:28:57 - mmengine - INFO - Epoch(train) [23][300/351] lr: 1.3713e-03 eta: 6 days, 6:43:49 time: 0.9837 data_time: 0.1542 memory: 48594 loss: 0.4909
2023/06/09 09:29:47 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:29:47 - mmengine - INFO - Saving checkpoint at 23 epochs
2023/06/09 09:31:51 - mmengine - INFO - Epoch(train) [24][100/351] lr: 1.3971e-03 eta: 6 days, 6:43:52 time: 0.9614 data_time: 0.1121 memory: 48594 loss: 0.4929
2023/06/09 09:33:26 - mmengine - INFO - Epoch(train) [24][200/351] lr: 1.4142e-03 eta: 6 days, 6:39:26 time: 0.9306 data_time: 0.0762 memory: 48594 loss: 0.4869
2023/06/09 09:35:06 - mmengine - INFO - Epoch(train) [24][300/351] lr: 1.4313e-03 eta: 6 days, 6:39:49 time: 0.9334 data_time: 0.0631 memory: 48594 loss: 0.4853
2023/06/09 09:35:55 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:35:55 - mmengine - INFO - Saving checkpoint at 24 epochs
2023/06/09 09:37:57 - mmengine - INFO - Epoch(train) [25][100/351] lr: 1.4571e-03 eta: 6 days, 6:37:33 time: 0.9315 data_time: 0.0952 memory: 48594 loss: 0.4907
2023/06/09 09:39:35 - mmengine - INFO - Epoch(train) [25][200/351] lr: 1.4742e-03 eta: 6 days, 6:35:32 time: 0.9703 data_time: 0.1352 memory: 48594 loss: 0.4928
2023/06/09 09:41:12 - mmengine - INFO - Epoch(train) [25][300/351] lr: 1.4913e-03 eta: 6 days, 6:33:10 time: 1.0346 data_time: 0.1974 memory: 48594 loss: 0.4914
2023/06/09 09:42:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:42:01 - mmengine - INFO - Saving checkpoint at 25 epochs
2023/06/09 09:44:05 - mmengine - INFO - Epoch(train) [26][100/351] lr: 1.5171e-03 eta: 6 days, 6:32:47 time: 0.9436 data_time: 0.1080 memory: 48594 loss: 0.4921
2023/06/09 09:45:40 - mmengine - INFO - Epoch(train) [26][200/351] lr: 1.5342e-03 eta: 6 days, 6:28:07 time: 0.9281 data_time: 0.1059 memory: 48594 loss: 0.4969
2023/06/09 09:46:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:47:19 - mmengine - INFO - Epoch(train) [26][300/351] lr: 1.5513e-03 eta: 6 days, 6:27:50 time: 0.9297 data_time: 0.0880 memory: 48594 loss: 0.4872
2023/06/09 09:48:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:48:06 - mmengine - INFO - Saving checkpoint at 26 epochs
2023/06/09 09:50:10 - mmengine - INFO - Epoch(train) [27][100/351] lr: 1.5771e-03 eta: 6 days, 6:25:24 time: 0.9320 data_time: 0.0890 memory: 48594 loss: 0.5052
2023/06/09 09:51:46 - mmengine - INFO - Epoch(train) [27][200/351] lr: 1.5942e-03 eta: 6 days, 6:21:23 time: 1.0376 data_time: 0.1974 memory: 48594 loss: 0.4862
2023/06/09 09:53:23 - mmengine - INFO - Epoch(train) [27][300/351] lr: 1.6113e-03 eta: 6 days, 6:19:10 time: 0.9118 data_time: 0.0525 memory: 48594 loss: 0.4868
2023/06/09 09:54:10 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 09:54:10 - mmengine - INFO - Saving checkpoint at 27 epochs
2023/06/09 09:56:14 - mmengine - INFO - Epoch(train) [28][100/351] lr: 1.6371e-03 eta: 6 days, 6:17:19 time: 0.9039 data_time: 0.0799 memory: 48594 loss: 0.4858
2023/06/09 09:57:50 - mmengine - INFO - Epoch(train) [28][200/351] lr: 1.6542e-03 eta: 6 days, 6:14:02 time: 0.9521 data_time: 0.0981 memory: 48594 loss: 0.4845
2023/06/09 09:59:27 - mmengine - INFO - Epoch(train) [28][300/351] lr: 1.6713e-03 eta: 6 days, 6:11:29 time: 0.9749 data_time: 0.1208 memory: 48594 loss: 0.4894
2023/06/09 10:00:16 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:00:16 - mmengine - INFO - Saving checkpoint at 28 epochs
2023/06/09 10:02:18 - mmengine - INFO - Epoch(train) [29][100/351] lr: 1.6971e-03 eta: 6 days, 6:08:56 time: 0.9163 data_time: 0.0946 memory: 48594 loss: 0.4879
2023/06/09 10:03:28 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:03:54 - mmengine - INFO - Epoch(train) [29][200/351] lr: 1.7142e-03 eta: 6 days, 6:05:26 time: 0.9652 data_time: 0.1055 memory: 48594 loss: 0.4858
2023/06/09 10:05:33 - mmengine - INFO - Epoch(train) [29][300/351] lr: 1.7313e-03 eta: 6 days, 6:05:03 time: 0.9239 data_time: 0.0724 memory: 48594 loss: 0.4859
2023/06/09 10:06:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:06:21 - mmengine - INFO - Saving checkpoint at 29 epochs
2023/06/09 10:08:23 - mmengine - INFO - Epoch(train) [30][100/351] lr: 1.7571e-03 eta: 6 days, 6:01:52 time: 0.9415 data_time: 0.1064 memory: 48594 loss: 0.4885
2023/06/09 10:10:01 - mmengine - INFO - Epoch(train) [30][200/351] lr: 1.7742e-03 eta: 6 days, 6:00:20 time: 0.9253 data_time: 0.0854 memory: 48594 loss: 0.4870
2023/06/09 10:11:37 - mmengine - INFO - Epoch(train) [30][300/351] lr: 1.7913e-03 eta: 6 days, 5:56:59 time: 0.9778 data_time: 0.1251 memory: 48594 loss: 0.4857
2023/06/09 10:12:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:12:27 - mmengine - INFO - Saving checkpoint at 30 epochs
2023/06/09 10:14:30 - mmengine - INFO - Epoch(train) [31][100/351] lr: 1.8171e-03 eta: 6 days, 5:56:07 time: 0.9079 data_time: 0.0586 memory: 48594 loss: 0.4915
2023/06/09 10:16:05 - mmengine - INFO - Epoch(train) [31][200/351] lr: 1.8342e-03 eta: 6 days, 5:51:41 time: 0.9378 data_time: 0.1120 memory: 48594 loss: 0.4879
2023/06/09 10:17:45 - mmengine - INFO - Epoch(train) [31][300/351] lr: 1.8513e-03 eta: 6 days, 5:52:06 time: 0.9413 data_time: 0.1046 memory: 48594 loss: 0.4864
2023/06/09 10:18:33 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:18:33 - mmengine - INFO - Saving checkpoint at 31 epochs
2023/06/09 10:20:36 - mmengine - INFO - Epoch(train) [32][100/351] lr: 1.8771e-03 eta: 6 days, 5:49:42 time: 0.9580 data_time: 0.1193 memory: 48594 loss: 0.4852
2023/06/09 10:20:54 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:22:14 - mmengine - INFO - Epoch(train) [32][200/351] lr: 1.8942e-03 eta: 6 days, 5:47:41 time: 0.9000 data_time: 0.0570 memory: 48594 loss: 0.4851
2023/06/09 10:23:51 - mmengine - INFO - Epoch(train) [32][300/351] lr: 1.9113e-03 eta: 6 days, 5:45:18 time: 0.9613 data_time: 0.1256 memory: 48594 loss: 0.4877
2023/06/09 10:24:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:24:41 - mmengine - INFO - Saving checkpoint at 32 epochs
2023/06/09 10:26:47 - mmengine - INFO - Epoch(train) [33][100/351] lr: 1.9371e-03 eta: 6 days, 5:46:35 time: 0.9669 data_time: 0.1344 memory: 48594 loss: 0.4878
2023/06/09 10:28:22 - mmengine - INFO - Epoch(train) [33][200/351] lr: 1.9542e-03 eta: 6 days, 5:43:08 time: 0.9578 data_time: 0.1048 memory: 48594 loss: 0.4893
2023/06/09 10:30:02 - mmengine - INFO - Epoch(train) [33][300/351] lr: 1.9713e-03 eta: 6 days, 5:43:08 time: 0.8789 data_time: 0.0260 memory: 48594 loss: 0.4781
2023/06/09 10:30:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:30:50 - mmengine - INFO - Saving checkpoint at 33 epochs
2023/06/09 10:32:54 - mmengine - INFO - Epoch(train) [34][100/351] lr: 1.9971e-03 eta: 6 days, 5:41:14 time: 0.9417 data_time: 0.0971 memory: 48594 loss: 0.4797
2023/06/09 10:34:32 - mmengine - INFO - Epoch(train) [34][200/351] lr: 2.0142e-03 eta: 6 days, 5:39:23 time: 1.0556 data_time: 0.2108 memory: 48594 loss: 0.4809
2023/06/09 10:36:11 - mmengine - INFO - Epoch(train) [34][300/351] lr: 2.0313e-03 eta: 6 days, 5:38:17 time: 0.9893 data_time: 0.1506 memory: 48594 loss: 0.4836
2023/06/09 10:36:59 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:36:59 - mmengine - INFO - Saving checkpoint at 34 epochs
2023/06/09 10:38:30 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:39:04 - mmengine - INFO - Epoch(train) [35][100/351] lr: 2.0571e-03 eta: 6 days, 5:37:56 time: 0.9401 data_time: 0.1010 memory: 48594 loss: 0.4830
2023/06/09 10:40:41 - mmengine - INFO - Epoch(train) [35][200/351] lr: 2.0742e-03 eta: 6 days, 5:35:15 time: 0.9413 data_time: 0.1186 memory: 48594 loss: 0.4835
2023/06/09 10:42:19 - mmengine - INFO - Epoch(train) [35][300/351] lr: 2.0913e-03 eta: 6 days, 5:33:57 time: 1.0472 data_time: 0.1841 memory: 48594 loss: 0.4855
2023/06/09 10:43:08 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:43:08 - mmengine - INFO - Saving checkpoint at 35 epochs
2023/06/09 10:45:12 - mmengine - INFO - Epoch(train) [36][100/351] lr: 2.1171e-03 eta: 6 days, 5:32:28 time: 0.9058 data_time: 0.0475 memory: 48594 loss: 0.4822
2023/06/09 10:46:47 - mmengine - INFO - Epoch(train) [36][200/351] lr: 2.1342e-03 eta: 6 days, 5:29:13 time: 0.9423 data_time: 0.1199 memory: 48594 loss: 0.4823
2023/06/09 10:48:27 - mmengine - INFO - Epoch(train) [36][300/351] lr: 2.1513e-03 eta: 6 days, 5:28:50 time: 0.9317 data_time: 0.0680 memory: 48594 loss: 0.4852
2023/06/09 10:49:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:49:14 - mmengine - INFO - Saving checkpoint at 36 epochs
2023/06/09 10:51:17 - mmengine - INFO - Epoch(train) [37][100/351] lr: 2.1771e-03 eta: 6 days, 5:25:42 time: 0.9635 data_time: 0.1051 memory: 48594 loss: 0.4821
2023/06/09 10:52:55 - mmengine - INFO - Epoch(train) [37][200/351] lr: 2.1942e-03 eta: 6 days, 5:24:15 time: 0.9831 data_time: 0.1184 memory: 48594 loss: 0.4788
2023/06/09 10:54:32 - mmengine - INFO - Epoch(train) [37][300/351] lr: 2.2113e-03 eta: 6 days, 5:22:18 time: 0.9876 data_time: 0.1388 memory: 48594 loss: 0.4848
2023/06/09 10:55:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:55:22 - mmengine - INFO - Saving checkpoint at 37 epochs
2023/06/09 10:56:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 10:57:27 - mmengine - INFO - Epoch(train) [38][100/351] lr: 2.2371e-03 eta: 6 days, 5:22:22 time: 0.9708 data_time: 0.1238 memory: 48594 loss: 0.4849
2023/06/09 10:59:03 - mmengine - INFO - Epoch(train) [38][200/351] lr: 2.2542e-03 eta: 6 days, 5:19:05 time: 0.9618 data_time: 0.1238 memory: 48594 loss: 0.4829
2023/06/09 11:00:43 - mmengine - INFO - Epoch(train) [38][300/351] lr: 2.2713e-03 eta: 6 days, 5:18:40 time: 1.0527 data_time: 0.2070 memory: 48594 loss: 0.4797
2023/06/09 11:01:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:01:31 - mmengine - INFO - Saving checkpoint at 38 epochs
2023/06/09 11:03:33 - mmengine - INFO - Epoch(train) [39][100/351] lr: 2.2971e-03 eta: 6 days, 5:16:11 time: 0.9248 data_time: 0.0776 memory: 48594 loss: 0.4819
2023/06/09 11:05:09 - mmengine - INFO - Epoch(train) [39][200/351] lr: 2.3142e-03 eta: 6 days, 5:13:35 time: 0.9718 data_time: 0.1020 memory: 48594 loss: 0.4793
2023/06/09 11:06:47 - mmengine - INFO - Epoch(train) [39][300/351] lr: 2.3313e-03 eta: 6 days, 5:11:27 time: 0.9299 data_time: 0.0942 memory: 48594 loss: 0.4776
2023/06/09 11:07:36 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:07:36 - mmengine - INFO - Saving checkpoint at 39 epochs
2023/06/09 11:09:41 - mmengine - INFO - Epoch(train) [40][100/351] lr: 2.3571e-03 eta: 6 days, 5:11:02 time: 0.9720 data_time: 0.1169 memory: 48594 loss: 0.4787
2023/06/09 11:11:16 - mmengine - INFO - Epoch(train) [40][200/351] lr: 2.3742e-03 eta: 6 days, 5:07:38 time: 0.9371 data_time: 0.0941 memory: 48594 loss: 0.4818
2023/06/09 11:12:55 - mmengine - INFO - Epoch(train) [40][300/351] lr: 2.3913e-03 eta: 6 days, 5:06:30 time: 0.9289 data_time: 0.0955 memory: 48594 loss: 0.4833
2023/06/09 11:13:05 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:13:43 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:13:43 - mmengine - INFO - Saving checkpoint at 40 epochs
2023/06/09 11:15:46 - mmengine - INFO - Epoch(train) [41][100/351] lr: 2.4000e-03 eta: 6 days, 5:04:44 time: 1.0061 data_time: 0.1596 memory: 48594 loss: 0.4831
2023/06/09 11:17:23 - mmengine - INFO - Epoch(train) [41][200/351] lr: 2.4000e-03 eta: 6 days, 5:02:08 time: 1.0044 data_time: 0.1478 memory: 48594 loss: 0.4817
2023/06/09 11:19:02 - mmengine - INFO - Epoch(train) [41][300/351] lr: 2.4000e-03 eta: 6 days, 5:01:12 time: 0.9446 data_time: 0.1055 memory: 48594 loss: 0.4845
2023/06/09 11:19:49 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:19:49 - mmengine - INFO - Saving checkpoint at 41 epochs
2023/06/09 11:21:53 - mmengine - INFO - Epoch(train) [42][100/351] lr: 2.4000e-03 eta: 6 days, 4:59:03 time: 0.9103 data_time: 0.0750 memory: 48594 loss: 0.4810
2023/06/09 11:23:29 - mmengine - INFO - Epoch(train) [42][200/351] lr: 2.4000e-03 eta: 6 days, 4:55:51 time: 0.9656 data_time: 0.1213 memory: 48594 loss: 0.4760
2023/06/09 11:25:08 - mmengine - INFO - Epoch(train) [42][300/351] lr: 2.4000e-03 eta: 6 days, 4:55:07 time: 1.0198 data_time: 0.1738 memory: 48594 loss: 0.4805
2023/06/09 11:25:56 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:25:56 - mmengine - INFO - Saving checkpoint at 42 epochs
2023/06/09 11:27:59 - mmengine - INFO - Epoch(train) [43][100/351] lr: 2.4000e-03 eta: 6 days, 4:53:03 time: 0.9439 data_time: 0.1049 memory: 48594 loss: 0.4803
2023/06/09 11:29:35 - mmengine - INFO - Epoch(train) [43][200/351] lr: 2.4000e-03 eta: 6 days, 4:49:58 time: 0.9864 data_time: 0.1135 memory: 48594 loss: 0.4811
2023/06/09 11:30:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:31:14 - mmengine - INFO - Epoch(train) [43][300/351] lr: 2.4000e-03 eta: 6 days, 4:49:10 time: 0.9415 data_time: 0.0996 memory: 48594 loss: 0.4828
2023/06/09 11:32:02 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:32:02 - mmengine - INFO - Saving checkpoint at 43 epochs
2023/06/09 11:34:04 - mmengine - INFO - Epoch(train) [44][100/351] lr: 2.4000e-03 eta: 6 days, 4:46:10 time: 0.9442 data_time: 0.0981 memory: 48594 loss: 0.4810
2023/06/09 11:35:42 - mmengine - INFO - Epoch(train) [44][200/351] lr: 2.4000e-03 eta: 6 days, 4:44:31 time: 0.9433 data_time: 0.1064 memory: 48594 loss: 0.4833
2023/06/09 11:37:19 - mmengine - INFO - Epoch(train) [44][300/351] lr: 2.4000e-03 eta: 6 days, 4:42:20 time: 0.9503 data_time: 0.1239 memory: 48594 loss: 0.4762
2023/06/09 11:38:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:38:09 - mmengine - INFO - Saving checkpoint at 44 epochs
2023/06/09 11:40:11 - mmengine - INFO - Epoch(train) [45][100/351] lr: 2.4000e-03 eta: 6 days, 4:41:22 time: 0.9799 data_time: 0.1206 memory: 48594 loss: 0.4815
2023/06/09 11:41:47 - mmengine - INFO - Epoch(train) [45][200/351] lr: 2.3999e-03 eta: 6 days, 4:38:15 time: 0.9808 data_time: 0.1143 memory: 48594 loss: 0.4806
2023/06/09 11:43:27 - mmengine - INFO - Epoch(train) [45][300/351] lr: 2.3999e-03 eta: 6 days, 4:37:51 time: 0.9067 data_time: 0.0495 memory: 48594 loss: 0.4787
2023/06/09 11:44:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:44:14 - mmengine - INFO - Saving checkpoint at 45 epochs
2023/06/09 11:46:17 - mmengine - INFO - Epoch(train) [46][100/351] lr: 2.3999e-03 eta: 6 days, 4:34:56 time: 0.9793 data_time: 0.1343 memory: 48594 loss: 0.4822
2023/06/09 11:47:54 - mmengine - INFO - Epoch(train) [46][200/351] lr: 2.3999e-03 eta: 6 days, 4:32:42 time: 0.9564 data_time: 0.1108 memory: 48594 loss: 0.4789
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2023/06/09 11:49:32 - mmengine - INFO - Epoch(train) [46][300/351] lr: 2.3999e-03 eta: 6 days, 4:30:45 time: 0.9883 data_time: 0.1343 memory: 48594 loss: 0.4754
2023/06/09 11:50:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:50:21 - mmengine - INFO - Saving checkpoint at 46 epochs
2023/06/09 11:52:26 - mmengine - INFO - Epoch(train) [47][100/351] lr: 2.3999e-03 eta: 6 days, 4:30:25 time: 0.9807 data_time: 0.1150 memory: 48594 loss: 0.4810
2023/06/09 11:54:03 - mmengine - INFO - Epoch(train) [47][200/351] lr: 2.3999e-03 eta: 6 days, 4:27:46 time: 0.9240 data_time: 0.0554 memory: 48594 loss: 0.4765
2023/06/09 11:55:45 - mmengine - INFO - Epoch(train) [47][300/351] lr: 2.3999e-03 eta: 6 days, 4:28:32 time: 0.9973 data_time: 0.1394 memory: 48594 loss: 0.4758
2023/06/09 11:56:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 11:56:34 - mmengine - INFO - Saving checkpoint at 47 epochs
2023/06/09 11:58:38 - mmengine - INFO - Epoch(train) [48][100/351] lr: 2.3999e-03 eta: 6 days, 4:27:24 time: 0.8743 data_time: 0.0401 memory: 48594 loss: 0.4765
2023/06/09 12:00:17 - mmengine - INFO - Epoch(train) [48][200/351] lr: 2.3999e-03 eta: 6 days, 4:26:11 time: 0.9620 data_time: 0.1250 memory: 48594 loss: 0.4785
2023/06/09 12:01:57 - mmengine - INFO - Epoch(train) [48][300/351] lr: 2.3998e-03 eta: 6 days, 4:25:58 time: 1.0003 data_time: 0.1658 memory: 48594 loss: 0.4753
2023/06/09 12:02:48 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_070741
2023/06/09 12:02:48 - mmengine - INFO - Saving checkpoint at 48 epochs
2023/06/09 12:12:44 - mmengine - INFO - Epoch(train) [49][100/351] lr: 2.3998e-03 eta: 6 days, 14:33:42 time: 1.0045 data_time: 0.0043 memory: 48596 loss: 0.4785
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2023/06/09 12:14:23 - mmengine - INFO - Epoch(train) [49][200/351] lr: 2.3998e-03 eta: 6 days, 10:12:06 time: 0.9664 data_time: 0.0022 memory: 48596 loss: 0.4794
2023/06/09 12:16:03 - mmengine - INFO - Epoch(train) [49][300/351] lr: 2.3998e-03 eta: 6 days, 9:11:27 time: 0.9199 data_time: 0.0019 memory: 48596 loss: 0.4800
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2023/06/09 12:18:36 - mmengine - INFO - Epoch(train) [50][100/351] lr: 2.3998e-03 eta: 6 days, 8:58:20 time: 0.9765 data_time: 0.0018 memory: 48596 loss: 0.4746
2023/06/09 12:20:13 - mmengine - INFO - Epoch(train) [50][200/351] lr: 2.3998e-03 eta: 6 days, 7:44:02 time: 0.9229 data_time: 0.0019 memory: 48596 loss: 0.4788
2023/06/09 12:21:54 - mmengine - INFO - Epoch(train) [50][300/351] lr: 2.3998e-03 eta: 6 days, 8:00:43 time: 0.9920 data_time: 0.0022 memory: 48596 loss: 0.4781
2023/06/09 12:22:43 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:24:27 - mmengine - INFO - Epoch(train) [51][100/351] lr: 2.3997e-03 eta: 6 days, 8:06:42 time: 0.9380 data_time: 0.0021 memory: 48596 loss: 0.4768
2023/06/09 12:26:05 - mmengine - INFO - Epoch(train) [51][200/351] lr: 2.3997e-03 eta: 6 days, 7:42:38 time: 0.9456 data_time: 0.0020 memory: 48596 loss: 0.4772
2023/06/09 12:27:45 - mmengine - INFO - Epoch(train) [51][300/351] lr: 2.3997e-03 eta: 6 days, 7:35:09 time: 0.9368 data_time: 0.0021 memory: 48596 loss: 0.4782
2023/06/09 12:28:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:30:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:30:20 - mmengine - INFO - Epoch(train) [52][100/351] lr: 2.3997e-03 eta: 6 days, 7:55:20 time: 0.9514 data_time: 0.0023 memory: 48596 loss: 0.4744
2023/06/09 12:31:57 - mmengine - INFO - Epoch(train) [52][200/351] lr: 2.3997e-03 eta: 6 days, 7:32:19 time: 0.9240 data_time: 0.0024 memory: 48596 loss: 0.4797
2023/06/09 12:33:38 - mmengine - INFO - Epoch(train) [52][300/351] lr: 2.3997e-03 eta: 6 days, 7:33:11 time: 0.9551 data_time: 0.0022 memory: 48596 loss: 0.4779
2023/06/09 12:34:29 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:36:14 - mmengine - INFO - Epoch(train) [53][100/351] lr: 2.3996e-03 eta: 6 days, 7:54:53 time: 0.9298 data_time: 0.0022 memory: 48596 loss: 0.4770
2023/06/09 12:37:51 - mmengine - INFO - Epoch(train) [53][200/351] lr: 2.3996e-03 eta: 6 days, 7:32:07 time: 0.9912 data_time: 0.0023 memory: 48596 loss: 0.4747
2023/06/09 12:39:31 - mmengine - INFO - Epoch(train) [53][300/351] lr: 2.3996e-03 eta: 6 days, 7:32:38 time: 0.9246 data_time: 0.0021 memory: 48596 loss: 0.4739
2023/06/09 12:40:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:42:05 - mmengine - INFO - Epoch(train) [54][100/351] lr: 2.3996e-03 eta: 6 days, 7:36:29 time: 1.0007 data_time: 0.1321 memory: 48596 loss: 0.4769
2023/06/09 12:43:43 - mmengine - INFO - Epoch(train) [54][200/351] lr: 2.3996e-03 eta: 6 days, 7:23:55 time: 0.9564 data_time: 0.0112 memory: 48596 loss: 0.4770
2023/06/09 12:45:22 - mmengine - INFO - Epoch(train) [54][300/351] lr: 2.3995e-03 eta: 6 days, 7:16:57 time: 0.9759 data_time: 0.0019 memory: 48596 loss: 0.4793
2023/06/09 12:46:12 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:47:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:47:57 - mmengine - INFO - Epoch(train) [55][100/351] lr: 2.3995e-03 eta: 6 days, 7:29:34 time: 1.0127 data_time: 0.0712 memory: 48596 loss: 0.4735
2023/06/09 12:49:35 - mmengine - INFO - Epoch(train) [55][200/351] lr: 2.3995e-03 eta: 6 days, 7:17:26 time: 0.9665 data_time: 0.0021 memory: 48596 loss: 0.4777
2023/06/09 12:51:17 - mmengine - INFO - Epoch(train) [55][300/351] lr: 2.3995e-03 eta: 6 days, 7:21:09 time: 0.9714 data_time: 0.0020 memory: 48596 loss: 0.4746
2023/06/09 12:52:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:53:50 - mmengine - INFO - Epoch(train) [56][100/351] lr: 2.3994e-03 eta: 6 days, 7:22:31 time: 0.9569 data_time: 0.0481 memory: 48596 loss: 0.4756
2023/06/09 12:55:28 - mmengine - INFO - Epoch(train) [56][200/351] lr: 2.3994e-03 eta: 6 days, 7:13:08 time: 0.9386 data_time: 0.0021 memory: 48596 loss: 0.4798
2023/06/09 12:57:08 - mmengine - INFO - Epoch(train) [56][300/351] lr: 2.3994e-03 eta: 6 days, 7:09:17 time: 0.9271 data_time: 0.0020 memory: 48596 loss: 0.4773
2023/06/09 12:57:59 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 12:59:43 - mmengine - INFO - Epoch(train) [57][100/351] lr: 2.3994e-03 eta: 6 days, 7:18:01 time: 0.9267 data_time: 0.0021 memory: 48596 loss: 0.4696
2023/06/09 13:01:20 - mmengine - INFO - Epoch(train) [57][200/351] lr: 2.3993e-03 eta: 6 days, 7:05:11 time: 0.9385 data_time: 0.0023 memory: 48596 loss: 0.4749
2023/06/09 13:03:01 - mmengine - INFO - Epoch(train) [57][300/351] lr: 2.3993e-03 eta: 6 days, 7:06:55 time: 0.9967 data_time: 0.0026 memory: 48596 loss: 0.4751
2023/06/09 13:03:44 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:03:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:05:32 - mmengine - INFO - Epoch(train) [58][100/351] lr: 2.3993e-03 eta: 6 days, 7:02:51 time: 0.9813 data_time: 0.1001 memory: 48596 loss: 0.4768
2023/06/09 13:07:11 - mmengine - INFO - Epoch(train) [58][200/351] lr: 2.3992e-03 eta: 6 days, 6:57:31 time: 0.9716 data_time: 0.0020 memory: 48596 loss: 0.4757
2023/06/09 13:08:50 - mmengine - INFO - Epoch(train) [58][300/351] lr: 2.3992e-03 eta: 6 days, 6:51:53 time: 0.9235 data_time: 0.0019 memory: 48596 loss: 0.4780
2023/06/09 13:09:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:11:25 - mmengine - INFO - Epoch(train) [59][100/351] lr: 2.3992e-03 eta: 6 days, 6:57:11 time: 0.9362 data_time: 0.0040 memory: 48596 loss: 0.4806
2023/06/09 13:13:03 - mmengine - INFO - Epoch(train) [59][200/351] lr: 2.3992e-03 eta: 6 days, 6:48:41 time: 0.9962 data_time: 0.0019 memory: 48596 loss: 0.4723
2023/06/09 13:14:45 - mmengine - INFO - Epoch(train) [59][300/351] lr: 2.3991e-03 eta: 6 days, 6:52:00 time: 0.9992 data_time: 0.0034 memory: 48596 loss: 0.4724
2023/06/09 13:15:35 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:17:20 - mmengine - INFO - Epoch(train) [60][100/351] lr: 2.3991e-03 eta: 6 days, 6:56:01 time: 0.9381 data_time: 0.0021 memory: 48596 loss: 0.4768
2023/06/09 13:18:57 - mmengine - INFO - Epoch(train) [60][200/351] lr: 2.3991e-03 eta: 6 days, 6:47:23 time: 0.9853 data_time: 0.0021 memory: 48596 loss: 0.4753
2023/06/09 13:20:29 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:20:38 - mmengine - INFO - Epoch(train) [60][300/351] lr: 2.3990e-03 eta: 6 days, 6:46:38 time: 0.9446 data_time: 0.0020 memory: 48596 loss: 0.4744
2023/06/09 13:21:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:23:11 - mmengine - INFO - Epoch(train) [61][100/351] lr: 2.3990e-03 eta: 6 days, 6:46:39 time: 0.9055 data_time: 0.0021 memory: 48596 loss: 0.4743
2023/06/09 13:24:49 - mmengine - INFO - Epoch(train) [61][200/351] lr: 2.3990e-03 eta: 6 days, 6:41:22 time: 0.9946 data_time: 0.0805 memory: 48596 loss: 0.4775
2023/06/09 13:26:28 - mmengine - INFO - Epoch(train) [61][300/351] lr: 2.3989e-03 eta: 6 days, 6:36:57 time: 0.9486 data_time: 0.0020 memory: 48596 loss: 0.4742
2023/06/09 13:27:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:29:02 - mmengine - INFO - Epoch(train) [62][100/351] lr: 2.3989e-03 eta: 6 days, 6:39:16 time: 0.9661 data_time: 0.0035 memory: 48596 loss: 0.4748
2023/06/09 13:30:41 - mmengine - INFO - Epoch(train) [62][200/351] lr: 2.3989e-03 eta: 6 days, 6:34:03 time: 0.9312 data_time: 0.0025 memory: 48596 loss: 0.4732
2023/06/09 13:32:22 - mmengine - INFO - Epoch(train) [62][300/351] lr: 2.3988e-03 eta: 6 days, 6:34:33 time: 1.1021 data_time: 0.0024 memory: 48596 loss: 0.4750
2023/06/09 13:33:12 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:34:56 - mmengine - INFO - Epoch(train) [63][100/351] lr: 2.3988e-03 eta: 6 days, 6:36:09 time: 0.9782 data_time: 0.0548 memory: 48596 loss: 0.4768
2023/06/09 13:36:34 - mmengine - INFO - Epoch(train) [63][200/351] lr: 2.3988e-03 eta: 6 days, 6:30:10 time: 0.9779 data_time: 0.0030 memory: 48596 loss: 0.4770
2023/06/09 13:37:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:38:15 - mmengine - INFO - Epoch(train) [63][300/351] lr: 2.3987e-03 eta: 6 days, 6:28:42 time: 0.9595 data_time: 0.0021 memory: 48596 loss: 0.4736
2023/06/09 13:39:04 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:40:47 - mmengine - INFO - Epoch(train) [64][100/351] lr: 2.3987e-03 eta: 6 days, 6:27:27 time: 0.9555 data_time: 0.0272 memory: 48596 loss: 0.4761
2023/06/09 13:42:24 - mmengine - INFO - Epoch(train) [64][200/351] lr: 2.3986e-03 eta: 6 days, 6:19:52 time: 0.9689 data_time: 0.0339 memory: 48596 loss: 0.4764
2023/06/09 13:44:06 - mmengine - INFO - Epoch(train) [64][300/351] lr: 2.3986e-03 eta: 6 days, 6:20:13 time: 0.9952 data_time: 0.0019 memory: 48596 loss: 0.4758
2023/06/09 13:44:55 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:46:39 - mmengine - INFO - Epoch(train) [65][100/351] lr: 2.3986e-03 eta: 6 days, 6:19:59 time: 0.8895 data_time: 0.0025 memory: 48596 loss: 0.4782
2023/06/09 13:48:16 - mmengine - INFO - Epoch(train) [65][200/351] lr: 2.3985e-03 eta: 6 days, 6:12:38 time: 0.8664 data_time: 0.0019 memory: 48596 loss: 0.4751
2023/06/09 13:49:57 - mmengine - INFO - Epoch(train) [65][300/351] lr: 2.3985e-03 eta: 6 days, 6:13:15 time: 1.0019 data_time: 0.0021 memory: 48596 loss: 0.4695
2023/06/09 13:50:46 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:52:30 - mmengine - INFO - Epoch(train) [66][100/351] lr: 2.3984e-03 eta: 6 days, 6:12:41 time: 0.9474 data_time: 0.0744 memory: 48596 loss: 0.4738
2023/06/09 13:53:55 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:54:09 - mmengine - INFO - Epoch(train) [66][200/351] lr: 2.3984e-03 eta: 6 days, 6:08:44 time: 1.0014 data_time: 0.0029 memory: 48596 loss: 0.4755
2023/06/09 13:55:51 - mmengine - INFO - Epoch(train) [66][300/351] lr: 2.3984e-03 eta: 6 days, 6:08:33 time: 1.0023 data_time: 0.0020 memory: 48596 loss: 0.4744
2023/06/09 13:56:39 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 13:58:24 - mmengine - INFO - Epoch(train) [67][100/351] lr: 2.3983e-03 eta: 6 days, 6:09:14 time: 0.9798 data_time: 0.0020 memory: 48596 loss: 0.4749
2023/06/09 14:00:02 - mmengine - INFO - Epoch(train) [67][200/351] lr: 2.3983e-03 eta: 6 days, 6:03:20 time: 0.9559 data_time: 0.0021 memory: 48596 loss: 0.4727
2023/06/09 14:01:44 - mmengine - INFO - Epoch(train) [67][300/351] lr: 2.3982e-03 eta: 6 days, 6:04:48 time: 0.9623 data_time: 0.0021 memory: 48596 loss: 0.4776
2023/06/09 14:02:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:04:18 - mmengine - INFO - Epoch(train) [68][100/351] lr: 2.3982e-03 eta: 6 days, 6:04:18 time: 0.9221 data_time: 0.0071 memory: 48596 loss: 0.4734
2023/06/09 14:05:55 - mmengine - INFO - Epoch(train) [68][200/351] lr: 2.3982e-03 eta: 6 days, 5:58:40 time: 0.9412 data_time: 0.0029 memory: 48596 loss: 0.4758
2023/06/09 14:07:36 - mmengine - INFO - Epoch(train) [68][300/351] lr: 2.3981e-03 eta: 6 days, 5:58:02 time: 0.9770 data_time: 0.0020 memory: 48596 loss: 0.4726
2023/06/09 14:08:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:10:08 - mmengine - INFO - Epoch(train) [69][100/351] lr: 2.3981e-03 eta: 6 days, 5:55:27 time: 0.9289 data_time: 0.0402 memory: 48596 loss: 0.4730
2023/06/09 14:10:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:11:47 - mmengine - INFO - Epoch(train) [69][200/351] lr: 2.3980e-03 eta: 6 days, 5:52:11 time: 0.9471 data_time: 0.0022 memory: 48596 loss: 0.4710
2023/06/09 14:13:26 - mmengine - INFO - Epoch(train) [69][300/351] lr: 2.3980e-03 eta: 6 days, 5:48:54 time: 0.9749 data_time: 0.0020 memory: 48596 loss: 0.4785
2023/06/09 14:14:16 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:16:01 - mmengine - INFO - Epoch(train) [70][100/351] lr: 2.3979e-03 eta: 6 days, 5:50:49 time: 0.9294 data_time: 0.0021 memory: 48596 loss: 0.4740
2023/06/09 14:17:39 - mmengine - INFO - Epoch(train) [70][200/351] lr: 2.3979e-03 eta: 6 days, 5:46:09 time: 0.9642 data_time: 0.0022 memory: 48596 loss: 0.4737
2023/06/09 14:19:21 - mmengine - INFO - Epoch(train) [70][300/351] lr: 2.3978e-03 eta: 6 days, 5:46:34 time: 0.9877 data_time: 0.0029 memory: 48596 loss: 0.4697
2023/06/09 14:20:11 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:21:55 - mmengine - INFO - Epoch(train) [71][100/351] lr: 2.3978e-03 eta: 6 days, 5:46:36 time: 0.9663 data_time: 0.0372 memory: 48596 loss: 0.4793
2023/06/09 14:23:34 - mmengine - INFO - Epoch(train) [71][200/351] lr: 2.3977e-03 eta: 6 days, 5:43:26 time: 0.9349 data_time: 0.0021 memory: 48596 loss: 0.4752
2023/06/09 14:25:14 - mmengine - INFO - Epoch(train) [71][300/351] lr: 2.3977e-03 eta: 6 days, 5:41:32 time: 0.9669 data_time: 0.0021 memory: 48596 loss: 0.4746
2023/06/09 14:26:05 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:27:29 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:27:50 - mmengine - INFO - Epoch(train) [72][100/351] lr: 2.3976e-03 eta: 6 days, 5:43:20 time: 0.8995 data_time: 0.0634 memory: 48596 loss: 0.4778
2023/06/09 14:29:27 - mmengine - INFO - Epoch(train) [72][200/351] lr: 2.3976e-03 eta: 6 days, 5:37:45 time: 0.9537 data_time: 0.0622 memory: 48596 loss: 0.4738
2023/06/09 14:31:09 - mmengine - INFO - Epoch(train) [72][300/351] lr: 2.3975e-03 eta: 6 days, 5:37:29 time: 0.9804 data_time: 0.0020 memory: 48596 loss: 0.4749
2023/06/09 14:31:57 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:33:40 - mmengine - INFO - Epoch(train) [73][100/351] lr: 2.3975e-03 eta: 6 days, 5:34:50 time: 0.9339 data_time: 0.0024 memory: 48596 loss: 0.4753
2023/06/09 14:35:19 - mmengine - INFO - Epoch(train) [73][200/351] lr: 2.3974e-03 eta: 6 days, 5:31:35 time: 1.0243 data_time: 0.0020 memory: 48596 loss: 0.4698
2023/06/09 14:36:58 - mmengine - INFO - Epoch(train) [73][300/351] lr: 2.3974e-03 eta: 6 days, 5:28:52 time: 1.0227 data_time: 0.0019 memory: 48596 loss: 0.4755
2023/06/09 14:37:48 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:39:31 - mmengine - INFO - Epoch(train) [74][100/351] lr: 2.3973e-03 eta: 6 days, 5:27:49 time: 0.9451 data_time: 0.0764 memory: 48596 loss: 0.4728
2023/06/09 14:41:10 - mmengine - INFO - Epoch(train) [74][200/351] lr: 2.3973e-03 eta: 6 days, 5:23:59 time: 0.9932 data_time: 0.0952 memory: 48596 loss: 0.4722
2023/06/09 14:42:52 - mmengine - INFO - Epoch(train) [74][300/351] lr: 2.3972e-03 eta: 6 days, 5:24:13 time: 1.0124 data_time: 0.0019 memory: 48596 loss: 0.4748
2023/06/09 14:43:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:44:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 14:45:24 - mmengine - INFO - Epoch(train) [75][100/351] lr: 2.3971e-03 eta: 6 days, 5:21:43 time: 0.9300 data_time: 0.0046 memory: 48596 loss: 0.4753
2023/06/09 14:47:02 - mmengine - INFO - Epoch(train) [75][200/351] lr: 2.3971e-03 eta: 6 days, 5:18:10 time: 0.9392 data_time: 0.0021 memory: 48596 loss: 0.4716
2023/06/09 14:48:42 - mmengine - INFO - Epoch(train) [75][300/351] lr: 2.3970e-03 eta: 6 days, 5:16:26 time: 0.9372 data_time: 0.0023 memory: 48596 loss: 0.4709
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2023/06/09 14:51:15 - mmengine - INFO - Epoch(train) [76][100/351] lr: 2.3970e-03 eta: 6 days, 5:14:41 time: 0.9320 data_time: 0.0026 memory: 48596 loss: 0.4728
2023/06/09 14:52:54 - mmengine - INFO - Epoch(train) [76][200/351] lr: 2.3969e-03 eta: 6 days, 5:11:24 time: 0.9337 data_time: 0.0026 memory: 48596 loss: 0.4737
2023/06/09 14:54:33 - mmengine - INFO - Epoch(train) [76][300/351] lr: 2.3969e-03 eta: 6 days, 5:08:44 time: 0.9812 data_time: 0.0020 memory: 48596 loss: 0.4730
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2023/06/09 14:57:05 - mmengine - INFO - Epoch(train) [77][100/351] lr: 2.3968e-03 eta: 6 days, 5:06:42 time: 0.9635 data_time: 0.0422 memory: 48596 loss: 0.4728
2023/06/09 14:58:44 - mmengine - INFO - Epoch(train) [77][200/351] lr: 2.3967e-03 eta: 6 days, 5:03:58 time: 0.9519 data_time: 0.0019 memory: 48596 loss: 0.4727
2023/06/09 15:00:25 - mmengine - INFO - Epoch(train) [77][300/351] lr: 2.3967e-03 eta: 6 days, 5:02:35 time: 0.9590 data_time: 0.0023 memory: 48596 loss: 0.4731
2023/06/09 15:00:48 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:01:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:03:01 - mmengine - INFO - Epoch(train) [78][100/351] lr: 2.3966e-03 eta: 6 days, 5:04:10 time: 1.0590 data_time: 0.0021 memory: 48596 loss: 0.4735
2023/06/09 15:04:39 - mmengine - INFO - Epoch(train) [78][200/351] lr: 2.3966e-03 eta: 6 days, 5:00:44 time: 0.9462 data_time: 0.0030 memory: 48596 loss: 0.4702
2023/06/09 15:06:20 - mmengine - INFO - Epoch(train) [78][300/351] lr: 2.3965e-03 eta: 6 days, 4:58:50 time: 0.9347 data_time: 0.0025 memory: 48596 loss: 0.4716
2023/06/09 15:07:10 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:08:54 - mmengine - INFO - Epoch(train) [79][100/351] lr: 2.3964e-03 eta: 6 days, 4:58:37 time: 0.9378 data_time: 0.0023 memory: 48596 loss: 0.4715
2023/06/09 15:10:31 - mmengine - INFO - Epoch(train) [79][200/351] lr: 2.3964e-03 eta: 6 days, 4:54:31 time: 0.9720 data_time: 0.0035 memory: 48596 loss: 0.4685
2023/06/09 15:12:14 - mmengine - INFO - Epoch(train) [79][300/351] lr: 2.3963e-03 eta: 6 days, 4:54:34 time: 0.9779 data_time: 0.0020 memory: 48596 loss: 0.4720
2023/06/09 15:13:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:14:46 - mmengine - INFO - Epoch(train) [80][100/351] lr: 2.3962e-03 eta: 6 days, 4:52:10 time: 0.9553 data_time: 0.0978 memory: 48596 loss: 0.4702
2023/06/09 15:16:25 - mmengine - INFO - Epoch(train) [80][200/351] lr: 2.3962e-03 eta: 6 days, 4:49:18 time: 0.9611 data_time: 0.0320 memory: 48596 loss: 0.4726
2023/06/09 15:17:35 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:18:04 - mmengine - INFO - Epoch(train) [80][300/351] lr: 2.3961e-03 eta: 6 days, 4:46:39 time: 0.9427 data_time: 0.0022 memory: 48596 loss: 0.4736
2023/06/09 15:18:52 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:20:36 - mmengine - INFO - Epoch(train) [81][100/351] lr: 2.3961e-03 eta: 6 days, 4:44:12 time: 0.9135 data_time: 0.0019 memory: 48596 loss: 0.4756
2023/06/09 15:22:13 - mmengine - INFO - Epoch(train) [81][200/351] lr: 2.3960e-03 eta: 6 days, 4:40:06 time: 0.9813 data_time: 0.0019 memory: 48596 loss: 0.4723
2023/06/09 15:23:54 - mmengine - INFO - Epoch(train) [81][300/351] lr: 2.3959e-03 eta: 6 days, 4:39:07 time: 0.9921 data_time: 0.0022 memory: 48596 loss: 0.4738
2023/06/09 15:24:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:26:25 - mmengine - INFO - Epoch(train) [82][100/351] lr: 2.3959e-03 eta: 6 days, 4:36:15 time: 0.9584 data_time: 0.1059 memory: 48596 loss: 0.4730
2023/06/09 15:28:05 - mmengine - INFO - Epoch(train) [82][200/351] lr: 2.3958e-03 eta: 6 days, 4:33:50 time: 0.9838 data_time: 0.0020 memory: 48596 loss: 0.4736
2023/06/09 15:29:43 - mmengine - INFO - Epoch(train) [82][300/351] lr: 2.3957e-03 eta: 6 days, 4:30:46 time: 0.9019 data_time: 0.0026 memory: 48596 loss: 0.4736
2023/06/09 15:30:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:32:18 - mmengine - INFO - Epoch(train) [83][100/351] lr: 2.3957e-03 eta: 6 days, 4:30:41 time: 0.9062 data_time: 0.0217 memory: 48596 loss: 0.4710
2023/06/09 15:33:55 - mmengine - INFO - Epoch(train) [83][200/351] lr: 2.3956e-03 eta: 6 days, 4:26:49 time: 0.9345 data_time: 0.0096 memory: 48596 loss: 0.4760
2023/06/09 15:34:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:35:38 - mmengine - INFO - Epoch(train) [83][300/351] lr: 2.3955e-03 eta: 6 days, 4:26:57 time: 0.9466 data_time: 0.0019 memory: 48596 loss: 0.4713
2023/06/09 15:36:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:38:10 - mmengine - INFO - Epoch(train) [84][100/351] lr: 2.3954e-03 eta: 6 days, 4:24:56 time: 0.9800 data_time: 0.0533 memory: 48596 loss: 0.4736
2023/06/09 15:39:49 - mmengine - INFO - Epoch(train) [84][200/351] lr: 2.3954e-03 eta: 6 days, 4:22:20 time: 0.9484 data_time: 0.0019 memory: 48596 loss: 0.4715
2023/06/09 15:41:29 - mmengine - INFO - Epoch(train) [84][300/351] lr: 2.3953e-03 eta: 6 days, 4:20:00 time: 0.9440 data_time: 0.0021 memory: 48596 loss: 0.4729
2023/06/09 15:42:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:44:03 - mmengine - INFO - Epoch(train) [85][100/351] lr: 2.3952e-03 eta: 6 days, 4:19:28 time: 0.9374 data_time: 0.0020 memory: 48596 loss: 0.4701
2023/06/09 15:45:40 - mmengine - INFO - Epoch(train) [85][200/351] lr: 2.3952e-03 eta: 6 days, 4:15:21 time: 0.9621 data_time: 0.0020 memory: 48596 loss: 0.4721
2023/06/09 15:47:22 - mmengine - INFO - Epoch(train) [85][300/351] lr: 2.3951e-03 eta: 6 days, 4:15:04 time: 0.9298 data_time: 0.0022 memory: 48596 loss: 0.4727
2023/06/09 15:48:11 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:49:51 - mmengine - INFO - Epoch(train) [86][100/351] lr: 2.3950e-03 eta: 6 days, 4:10:40 time: 0.9243 data_time: 0.0617 memory: 48596 loss: 0.4726
2023/06/09 15:50:56 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:51:30 - mmengine - INFO - Epoch(train) [86][200/351] lr: 2.3950e-03 eta: 6 days, 4:08:09 time: 0.9393 data_time: 0.0046 memory: 48596 loss: 0.4745
2023/06/09 15:53:09 - mmengine - INFO - Epoch(train) [86][300/351] lr: 2.3949e-03 eta: 6 days, 4:05:14 time: 0.9296 data_time: 0.0020 memory: 48596 loss: 0.4718
2023/06/09 15:53:58 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 15:55:42 - mmengine - INFO - Epoch(train) [87][100/351] lr: 2.3948e-03 eta: 6 days, 4:03:32 time: 0.9496 data_time: 0.0075 memory: 48596 loss: 0.4739
2023/06/09 15:57:17 - mmengine - INFO - Epoch(train) [87][200/351] lr: 2.3947e-03 eta: 6 days, 3:58:36 time: 0.9245 data_time: 0.0019 memory: 48596 loss: 0.4724
2023/06/09 15:58:57 - mmengine - INFO - Epoch(train) [87][300/351] lr: 2.3947e-03 eta: 6 days, 3:56:54 time: 0.9556 data_time: 0.0020 memory: 48596 loss: 0.4735
2023/06/09 15:59:46 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:01:29 - mmengine - INFO - Epoch(train) [88][100/351] lr: 2.3946e-03 eta: 6 days, 3:54:50 time: 0.9375 data_time: 0.0592 memory: 48596 loss: 0.4703
2023/06/09 16:03:08 - mmengine - INFO - Epoch(train) [88][200/351] lr: 2.3945e-03 eta: 6 days, 3:52:01 time: 0.9204 data_time: 0.0022 memory: 48596 loss: 0.4668
2023/06/09 16:04:46 - mmengine - INFO - Epoch(train) [88][300/351] lr: 2.3944e-03 eta: 6 days, 3:49:23 time: 0.9636 data_time: 0.0021 memory: 48596 loss: 0.4746
2023/06/09 16:05:36 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:07:20 - mmengine - INFO - Epoch(train) [89][100/351] lr: 2.3943e-03 eta: 6 days, 3:48:01 time: 0.9542 data_time: 0.0094 memory: 48596 loss: 0.4706
2023/06/09 16:07:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:08:55 - mmengine - INFO - Epoch(train) [89][200/351] lr: 2.3943e-03 eta: 6 days, 3:43:14 time: 0.9331 data_time: 0.0034 memory: 48596 loss: 0.4776
2023/06/09 16:10:37 - mmengine - INFO - Epoch(train) [89][300/351] lr: 2.3942e-03 eta: 6 days, 3:42:20 time: 0.9636 data_time: 0.0020 memory: 48596 loss: 0.4682
2023/06/09 16:11:25 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:13:09 - mmengine - INFO - Epoch(train) [90][100/351] lr: 2.3941e-03 eta: 6 days, 3:40:21 time: 0.9615 data_time: 0.0022 memory: 48596 loss: 0.4690
2023/06/09 16:14:48 - mmengine - INFO - Epoch(train) [90][200/351] lr: 2.3940e-03 eta: 6 days, 3:38:05 time: 0.9889 data_time: 0.0021 memory: 48596 loss: 0.4695
2023/06/09 16:16:29 - mmengine - INFO - Epoch(train) [90][300/351] lr: 2.3940e-03 eta: 6 days, 3:36:34 time: 0.9614 data_time: 0.0021 memory: 48596 loss: 0.5298
2023/06/09 16:17:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:19:01 - mmengine - INFO - Epoch(train) [91][100/351] lr: 2.3939e-03 eta: 6 days, 3:34:40 time: 0.9902 data_time: 0.0118 memory: 48596 loss: 0.4706
2023/06/09 16:20:40 - mmengine - INFO - Epoch(train) [91][200/351] lr: 2.3938e-03 eta: 6 days, 3:32:00 time: 0.9439 data_time: 0.0020 memory: 48596 loss: 0.4714
2023/06/09 16:22:20 - mmengine - INFO - Epoch(train) [91][300/351] lr: 2.3937e-03 eta: 6 days, 3:30:38 time: 0.9618 data_time: 0.0021 memory: 48596 loss: 0.4741
2023/06/09 16:23:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:24:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:24:54 - mmengine - INFO - Epoch(train) [92][100/351] lr: 2.3936e-03 eta: 6 days, 3:29:29 time: 0.9505 data_time: 0.0104 memory: 48596 loss: 0.4693
2023/06/09 16:26:33 - mmengine - INFO - Epoch(train) [92][200/351] lr: 2.3935e-03 eta: 6 days, 3:27:01 time: 0.9527 data_time: 0.0019 memory: 48596 loss: 0.4695
2023/06/09 16:28:14 - mmengine - INFO - Epoch(train) [92][300/351] lr: 2.3935e-03 eta: 6 days, 3:25:45 time: 0.9558 data_time: 0.0020 memory: 48596 loss: 0.4690
2023/06/09 16:29:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:30:45 - mmengine - INFO - Epoch(train) [93][100/351] lr: 2.3934e-03 eta: 6 days, 3:22:48 time: 0.9116 data_time: 0.0026 memory: 48596 loss: 0.4708
2023/06/09 16:32:24 - mmengine - INFO - Epoch(train) [93][200/351] lr: 2.3933e-03 eta: 6 days, 3:20:41 time: 0.9119 data_time: 0.0021 memory: 48596 loss: 0.4712
2023/06/09 16:34:04 - mmengine - INFO - Epoch(train) [93][300/351] lr: 2.3932e-03 eta: 6 days, 3:18:33 time: 0.9766 data_time: 0.0023 memory: 48596 loss: 0.4694
2023/06/09 16:34:52 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:36:35 - mmengine - INFO - Epoch(train) [94][100/351] lr: 2.3931e-03 eta: 6 days, 3:16:10 time: 0.9329 data_time: 0.1149 memory: 48596 loss: 0.4666
2023/06/09 16:38:15 - mmengine - INFO - Epoch(train) [94][200/351] lr: 2.3930e-03 eta: 6 days, 3:14:13 time: 0.9273 data_time: 0.0591 memory: 48596 loss: 0.4723
2023/06/09 16:39:54 - mmengine - INFO - Epoch(train) [94][300/351] lr: 2.3930e-03 eta: 6 days, 3:11:39 time: 0.9635 data_time: 0.0022 memory: 48596 loss: 0.4712
2023/06/09 16:40:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:40:55 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:42:27 - mmengine - INFO - Epoch(train) [95][100/351] lr: 2.3928e-03 eta: 6 days, 3:10:03 time: 0.9530 data_time: 0.0088 memory: 48596 loss: 0.4694
2023/06/09 16:44:03 - mmengine - INFO - Epoch(train) [95][200/351] lr: 2.3928e-03 eta: 6 days, 3:06:10 time: 0.9460 data_time: 0.0024 memory: 48596 loss: 0.4722
2023/06/09 16:45:44 - mmengine - INFO - Epoch(train) [95][300/351] lr: 2.3927e-03 eta: 6 days, 3:04:49 time: 0.9565 data_time: 0.0019 memory: 48596 loss: 0.4705
2023/06/09 16:46:33 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:48:16 - mmengine - INFO - Epoch(train) [96][100/351] lr: 2.3926e-03 eta: 6 days, 3:03:05 time: 0.9386 data_time: 0.0357 memory: 48596 loss: 0.4705
2023/06/09 16:49:52 - mmengine - INFO - Epoch(train) [96][200/351] lr: 2.3925e-03 eta: 6 days, 2:58:59 time: 0.9179 data_time: 0.0020 memory: 48596 loss: 0.4690
2023/06/09 16:51:34 - mmengine - INFO - Epoch(train) [96][300/351] lr: 2.3924e-03 eta: 6 days, 2:58:16 time: 0.9965 data_time: 0.0020 memory: 48596 loss: 0.4729
2023/06/09 16:52:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:54:05 - mmengine - INFO - Epoch(train) [97][100/351] lr: 2.3923e-03 eta: 6 days, 2:55:19 time: 0.9188 data_time: 0.0021 memory: 48596 loss: 0.4697
2023/06/09 16:55:43 - mmengine - INFO - Epoch(train) [97][200/351] lr: 2.3922e-03 eta: 6 days, 2:52:31 time: 0.9389 data_time: 0.0023 memory: 48596 loss: 0.4736
2023/06/09 16:57:24 - mmengine - INFO - Epoch(train) [97][300/351] lr: 2.3921e-03 eta: 6 days, 2:51:24 time: 0.9092 data_time: 0.0021 memory: 48596 loss: 0.4711
2023/06/09 16:57:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:58:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 16:59:56 - mmengine - INFO - Epoch(train) [98][100/351] lr: 2.3920e-03 eta: 6 days, 2:49:06 time: 0.9287 data_time: 0.0019 memory: 48596 loss: 0.4742
2023/06/09 17:01:32 - mmengine - INFO - Epoch(train) [98][200/351] lr: 2.3919e-03 eta: 6 days, 2:45:35 time: 0.9916 data_time: 0.0020 memory: 48596 loss: 0.4690
2023/06/09 17:03:14 - mmengine - INFO - Epoch(train) [98][300/351] lr: 2.3919e-03 eta: 6 days, 2:44:49 time: 1.0226 data_time: 0.0020 memory: 48596 loss: 0.4799
2023/06/09 17:04:05 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:05:51 - mmengine - INFO - Epoch(train) [99][100/351] lr: 2.3917e-03 eta: 6 days, 2:45:02 time: 0.9497 data_time: 0.0710 memory: 48596 loss: 0.4706
2023/06/09 17:07:34 - mmengine - INFO - Epoch(train) [99][200/351] lr: 2.3917e-03 eta: 6 days, 2:44:24 time: 1.0029 data_time: 0.0020 memory: 48596 loss: 0.4736
2023/06/09 17:09:19 - mmengine - INFO - Epoch(train) [99][300/351] lr: 2.3916e-03 eta: 6 days, 2:45:06 time: 1.0102 data_time: 0.0022 memory: 48596 loss: 0.4690
2023/06/09 17:10:10 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:11:58 - mmengine - INFO - Epoch(train) [100][100/351] lr: 2.3915e-03 eta: 6 days, 2:46:15 time: 0.9686 data_time: 0.0160 memory: 48596 loss: 0.4731
2023/06/09 17:13:39 - mmengine - INFO - Epoch(train) [100][200/351] lr: 2.3914e-03 eta: 6 days, 2:45:01 time: 0.9567 data_time: 0.0020 memory: 48596 loss: 0.4688
2023/06/09 17:14:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:15:23 - mmengine - INFO - Epoch(train) [100][300/351] lr: 2.3913e-03 eta: 6 days, 2:45:04 time: 0.9930 data_time: 0.0024 memory: 48596 loss: 0.4679
2023/06/09 17:16:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:16:13 - mmengine - INFO - Saving checkpoint at 100 epochs
2023/06/09 17:18:21 - mmengine - INFO - Epoch(train) [101][100/351] lr: 2.3912e-03 eta: 6 days, 2:44:50 time: 0.9541 data_time: 0.1049 memory: 48596 loss: 0.4709
2023/06/09 17:20:02 - mmengine - INFO - Epoch(train) [101][200/351] lr: 2.3911e-03 eta: 6 days, 2:43:17 time: 1.0087 data_time: 0.1507 memory: 48596 loss: 0.4732
2023/06/09 17:21:49 - mmengine - INFO - Epoch(train) [101][300/351] lr: 2.3910e-03 eta: 6 days, 2:44:53 time: 1.0387 data_time: 0.2005 memory: 48596 loss: 0.4679
2023/06/09 17:22:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:24:32 - mmengine - INFO - Epoch(train) [102][100/351] lr: 2.3909e-03 eta: 6 days, 2:47:43 time: 1.1109 data_time: 0.2416 memory: 48596 loss: 0.4724
2023/06/09 17:26:13 - mmengine - INFO - Epoch(train) [102][200/351] lr: 2.3908e-03 eta: 6 days, 2:46:13 time: 0.9906 data_time: 0.1363 memory: 48596 loss: 0.4690
2023/06/09 17:27:58 - mmengine - INFO - Epoch(train) [102][300/351] lr: 2.3907e-03 eta: 6 days, 2:46:29 time: 1.0079 data_time: 0.0035 memory: 48596 loss: 0.4713
2023/06/09 17:28:49 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:30:36 - mmengine - INFO - Epoch(train) [103][100/351] lr: 2.3906e-03 eta: 6 days, 2:47:15 time: 0.9469 data_time: 0.0020 memory: 48596 loss: 0.4686
2023/06/09 17:32:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:32:20 - mmengine - INFO - Epoch(train) [103][200/351] lr: 2.3905e-03 eta: 6 days, 2:47:01 time: 1.0435 data_time: 0.0024 memory: 48596 loss: 0.4697
2023/06/09 17:34:08 - mmengine - INFO - Epoch(train) [103][300/351] lr: 2.3904e-03 eta: 6 days, 2:48:50 time: 0.9957 data_time: 0.0022 memory: 48596 loss: 0.4657
2023/06/09 17:35:00 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:36:48 - mmengine - INFO - Epoch(train) [104][100/351] lr: 2.3903e-03 eta: 6 days, 2:49:47 time: 0.9733 data_time: 0.0608 memory: 48596 loss: 0.4707
2023/06/09 17:38:29 - mmengine - INFO - Epoch(train) [104][200/351] lr: 2.3902e-03 eta: 6 days, 2:48:16 time: 0.9882 data_time: 0.0220 memory: 48596 loss: 0.4700
2023/06/09 17:40:14 - mmengine - INFO - Epoch(train) [104][300/351] lr: 2.3901e-03 eta: 6 days, 2:48:22 time: 0.9950 data_time: 0.0024 memory: 48596 loss: 0.4695
2023/06/09 17:41:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:42:56 - mmengine - INFO - Epoch(train) [105][100/351] lr: 2.3900e-03 eta: 6 days, 2:50:23 time: 0.9833 data_time: 0.0373 memory: 48596 loss: 0.4716
2023/06/09 17:44:37 - mmengine - INFO - Epoch(train) [105][200/351] lr: 2.3899e-03 eta: 6 days, 2:48:48 time: 1.0401 data_time: 0.0021 memory: 48596 loss: 0.4697
2023/06/09 17:46:24 - mmengine - INFO - Epoch(train) [105][300/351] lr: 2.3898e-03 eta: 6 days, 2:50:09 time: 1.0457 data_time: 0.0022 memory: 48596 loss: 0.4717
2023/06/09 17:47:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:49:01 - mmengine - INFO - Epoch(train) [106][100/351] lr: 2.3896e-03 eta: 6 days, 2:49:27 time: 1.0069 data_time: 0.1009 memory: 48596 loss: 0.4717
2023/06/09 17:49:49 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:50:43 - mmengine - INFO - Epoch(train) [106][200/351] lr: 2.3896e-03 eta: 6 days, 2:48:30 time: 0.9419 data_time: 0.0573 memory: 48596 loss: 0.4710
2023/06/09 17:52:30 - mmengine - INFO - Epoch(train) [106][300/351] lr: 2.3895e-03 eta: 6 days, 2:49:31 time: 1.0022 data_time: 0.0022 memory: 48596 loss: 0.4717
2023/06/09 17:53:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 17:55:11 - mmengine - INFO - Epoch(train) [107][100/351] lr: 2.3893e-03 eta: 6 days, 2:50:34 time: 0.9671 data_time: 0.0022 memory: 48596 loss: 0.4702
2023/06/09 17:56:52 - mmengine - INFO - Epoch(train) [107][200/351] lr: 2.3892e-03 eta: 6 days, 2:49:06 time: 0.9880 data_time: 0.0023 memory: 48596 loss: 0.4677
2023/06/09 17:58:37 - mmengine - INFO - Epoch(train) [107][300/351] lr: 2.3891e-03 eta: 6 days, 2:49:18 time: 1.0274 data_time: 0.0028 memory: 48596 loss: 0.4680
2023/06/09 17:59:29 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:01:15 - mmengine - INFO - Epoch(train) [108][100/351] lr: 2.3890e-03 eta: 6 days, 2:49:07 time: 0.9991 data_time: 0.1375 memory: 48596 loss: 0.4750
2023/06/09 18:02:57 - mmengine - INFO - Epoch(train) [108][200/351] lr: 2.3889e-03 eta: 6 days, 2:47:47 time: 0.9852 data_time: 0.0689 memory: 48596 loss: 0.4702
2023/06/09 18:04:40 - mmengine - INFO - Epoch(train) [108][300/351] lr: 2.3888e-03 eta: 6 days, 2:46:59 time: 1.0433 data_time: 0.0020 memory: 48596 loss: 0.4876
2023/06/09 18:05:33 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:07:12 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:07:20 - mmengine - INFO - Epoch(train) [109][100/351] lr: 2.3887e-03 eta: 6 days, 2:47:27 time: 0.9619 data_time: 0.0021 memory: 48596 loss: 0.4695
2023/06/09 18:09:00 - mmengine - INFO - Epoch(train) [109][200/351] lr: 2.3886e-03 eta: 6 days, 2:45:33 time: 0.9826 data_time: 0.0020 memory: 48596 loss: 0.4673
2023/06/09 18:10:48 - mmengine - INFO - Epoch(train) [109][300/351] lr: 2.3885e-03 eta: 6 days, 2:46:36 time: 1.0029 data_time: 0.0021 memory: 48596 loss: 0.4739
2023/06/09 18:11:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:13:29 - mmengine - INFO - Epoch(train) [110][100/351] lr: 2.3883e-03 eta: 6 days, 2:47:28 time: 0.9602 data_time: 0.0019 memory: 48596 loss: 0.4682
2023/06/09 18:15:09 - mmengine - INFO - Epoch(train) [110][200/351] lr: 2.3882e-03 eta: 6 days, 2:45:22 time: 0.9623 data_time: 0.0020 memory: 48596 loss: 0.4700
2023/06/09 18:16:49 - mmengine - INFO - Epoch(train) [110][300/351] lr: 2.3881e-03 eta: 6 days, 2:43:18 time: 0.9260 data_time: 0.0024 memory: 48596 loss: 0.4704
2023/06/09 18:17:38 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:19:22 - mmengine - INFO - Epoch(train) [111][100/351] lr: 2.3880e-03 eta: 6 days, 2:41:01 time: 0.9904 data_time: 0.1233 memory: 48596 loss: 0.4694
2023/06/09 18:21:01 - mmengine - INFO - Epoch(train) [111][200/351] lr: 2.3879e-03 eta: 6 days, 2:38:29 time: 0.9722 data_time: 0.1297 memory: 48596 loss: 0.4682
2023/06/09 18:22:42 - mmengine - INFO - Epoch(train) [111][300/351] lr: 2.3878e-03 eta: 6 days, 2:37:00 time: 0.9910 data_time: 0.0041 memory: 48596 loss: 0.4701
2023/06/09 18:23:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:24:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:25:14 - mmengine - INFO - Epoch(train) [112][100/351] lr: 2.3877e-03 eta: 6 days, 2:34:17 time: 0.9275 data_time: 0.0023 memory: 48596 loss: 0.4697
2023/06/09 18:26:53 - mmengine - INFO - Epoch(train) [112][200/351] lr: 2.3876e-03 eta: 6 days, 2:31:49 time: 0.9584 data_time: 0.0024 memory: 48596 loss: 0.4715
2023/06/09 18:28:32 - mmengine - INFO - Epoch(train) [112][300/351] lr: 2.3875e-03 eta: 6 days, 2:29:15 time: 0.9648 data_time: 0.0022 memory: 48596 loss: 0.4739
2023/06/09 18:29:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:31:07 - mmengine - INFO - Epoch(train) [113][100/351] lr: 2.3873e-03 eta: 6 days, 2:27:53 time: 1.0214 data_time: 0.0218 memory: 48596 loss: 0.4666
2023/06/09 18:32:45 - mmengine - INFO - Epoch(train) [113][200/351] lr: 2.3872e-03 eta: 6 days, 2:25:03 time: 0.9822 data_time: 0.0022 memory: 48596 loss: 0.4742
2023/06/09 18:34:28 - mmengine - INFO - Epoch(train) [113][300/351] lr: 2.3871e-03 eta: 6 days, 2:24:10 time: 0.9829 data_time: 0.0022 memory: 48596 loss: 0.4689
2023/06/09 18:35:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:37:02 - mmengine - INFO - Epoch(train) [114][100/351] lr: 2.3870e-03 eta: 6 days, 2:22:03 time: 0.9505 data_time: 0.1062 memory: 48596 loss: 0.4703
2023/06/09 18:38:42 - mmengine - INFO - Epoch(train) [114][200/351] lr: 2.3869e-03 eta: 6 days, 2:20:09 time: 1.0061 data_time: 0.0026 memory: 48596 loss: 0.4660
2023/06/09 18:40:23 - mmengine - INFO - Epoch(train) [114][300/351] lr: 2.3868e-03 eta: 6 days, 2:18:15 time: 0.9913 data_time: 0.0023 memory: 48596 loss: 0.4752
2023/06/09 18:41:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:41:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:42:59 - mmengine - INFO - Epoch(train) [115][100/351] lr: 2.3866e-03 eta: 6 days, 2:17:11 time: 0.9393 data_time: 0.0030 memory: 48596 loss: 0.4666
2023/06/09 18:44:36 - mmengine - INFO - Epoch(train) [115][200/351] lr: 2.3865e-03 eta: 6 days, 2:14:01 time: 0.9559 data_time: 0.0023 memory: 48596 loss: 0.4729
2023/06/09 18:46:20 - mmengine - INFO - Epoch(train) [115][300/351] lr: 2.3864e-03 eta: 6 days, 2:13:10 time: 1.0267 data_time: 0.0021 memory: 48596 loss: 0.4694
2023/06/09 18:47:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:48:54 - mmengine - INFO - Epoch(train) [116][100/351] lr: 2.3862e-03 eta: 6 days, 2:11:13 time: 0.9264 data_time: 0.0021 memory: 48596 loss: 0.4697
2023/06/09 18:50:34 - mmengine - INFO - Epoch(train) [116][200/351] lr: 2.3861e-03 eta: 6 days, 2:09:12 time: 0.9869 data_time: 0.0026 memory: 48596 loss: 0.4700
2023/06/09 18:52:13 - mmengine - INFO - Epoch(train) [116][300/351] lr: 2.3860e-03 eta: 6 days, 2:07:03 time: 0.9610 data_time: 0.0020 memory: 48596 loss: 0.4665
2023/06/09 18:53:04 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:54:49 - mmengine - INFO - Epoch(train) [117][100/351] lr: 2.3859e-03 eta: 6 days, 2:05:28 time: 0.9537 data_time: 0.0022 memory: 48596 loss: 0.4687
2023/06/09 18:56:26 - mmengine - INFO - Epoch(train) [117][200/351] lr: 2.3858e-03 eta: 6 days, 2:02:36 time: 0.9467 data_time: 0.0026 memory: 48596 loss: 0.4665
2023/06/09 18:57:52 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 18:58:09 - mmengine - INFO - Epoch(train) [117][300/351] lr: 2.3857e-03 eta: 6 days, 2:01:27 time: 0.9898 data_time: 0.0021 memory: 48596 loss: 0.4714
2023/06/09 18:58:57 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:00:41 - mmengine - INFO - Epoch(train) [118][100/351] lr: 2.3855e-03 eta: 6 days, 1:58:49 time: 0.9742 data_time: 0.1456 memory: 48596 loss: 0.4655
2023/06/09 19:02:21 - mmengine - INFO - Epoch(train) [118][200/351] lr: 2.3854e-03 eta: 6 days, 1:56:53 time: 0.9591 data_time: 0.0023 memory: 48596 loss: 0.4690
2023/06/09 19:04:01 - mmengine - INFO - Epoch(train) [118][300/351] lr: 2.3853e-03 eta: 6 days, 1:54:50 time: 0.9633 data_time: 0.0022 memory: 48596 loss: 0.4716
2023/06/09 19:04:53 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:06:39 - mmengine - INFO - Epoch(train) [119][100/351] lr: 2.3851e-03 eta: 6 days, 1:54:07 time: 0.9431 data_time: 0.0047 memory: 48596 loss: 0.4690
2023/06/09 19:08:17 - mmengine - INFO - Epoch(train) [119][200/351] lr: 2.3850e-03 eta: 6 days, 1:51:14 time: 0.9381 data_time: 0.0023 memory: 48596 loss: 0.4690
2023/06/09 19:09:59 - mmengine - INFO - Epoch(train) [119][300/351] lr: 2.3849e-03 eta: 6 days, 1:49:59 time: 0.9615 data_time: 0.0022 memory: 48596 loss: 0.4706
2023/06/09 19:10:47 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:12:31 - mmengine - INFO - Epoch(train) [120][100/351] lr: 2.3847e-03 eta: 6 days, 1:47:21 time: 0.9208 data_time: 0.0443 memory: 48596 loss: 0.4700
2023/06/09 19:14:11 - mmengine - INFO - Epoch(train) [120][200/351] lr: 2.3846e-03 eta: 6 days, 1:45:18 time: 0.9834 data_time: 0.0024 memory: 48596 loss: 0.4688
2023/06/09 19:14:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:15:49 - mmengine - INFO - Epoch(train) [120][300/351] lr: 2.3845e-03 eta: 6 days, 1:42:44 time: 0.9820 data_time: 0.0023 memory: 48596 loss: 0.4726
2023/06/09 19:16:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:18:26 - mmengine - INFO - Epoch(train) [121][100/351] lr: 2.3844e-03 eta: 6 days, 1:41:44 time: 0.9766 data_time: 0.0194 memory: 48596 loss: 0.4703
2023/06/09 19:20:02 - mmengine - INFO - Epoch(train) [121][200/351] lr: 2.3842e-03 eta: 6 days, 1:38:21 time: 0.9412 data_time: 0.0021 memory: 48596 loss: 0.4685
2023/06/09 19:21:44 - mmengine - INFO - Epoch(train) [121][300/351] lr: 2.3841e-03 eta: 6 days, 1:37:03 time: 0.9539 data_time: 0.0022 memory: 48596 loss: 0.4728
2023/06/09 19:22:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:24:17 - mmengine - INFO - Epoch(train) [122][100/351] lr: 2.3840e-03 eta: 6 days, 1:34:35 time: 0.9565 data_time: 0.0690 memory: 48596 loss: 0.4700
2023/06/09 19:25:58 - mmengine - INFO - Epoch(train) [122][200/351] lr: 2.3838e-03 eta: 6 days, 1:32:45 time: 0.9852 data_time: 0.0021 memory: 48596 loss: 0.4662
2023/06/09 19:27:38 - mmengine - INFO - Epoch(train) [122][300/351] lr: 2.3837e-03 eta: 6 days, 1:30:49 time: 0.9159 data_time: 0.0025 memory: 48596 loss: 0.4688
2023/06/09 19:28:29 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:30:15 - mmengine - INFO - Epoch(train) [123][100/351] lr: 2.3836e-03 eta: 6 days, 1:29:42 time: 0.9665 data_time: 0.0021 memory: 48596 loss: 0.4695
2023/06/09 19:31:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:31:53 - mmengine - INFO - Epoch(train) [123][200/351] lr: 2.3834e-03 eta: 6 days, 1:27:15 time: 0.9600 data_time: 0.0021 memory: 48596 loss: 0.4612
2023/06/09 19:33:36 - mmengine - INFO - Epoch(train) [123][300/351] lr: 2.3833e-03 eta: 6 days, 1:26:07 time: 1.0062 data_time: 0.0021 memory: 48596 loss: 0.4691
2023/06/09 19:34:26 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:36:10 - mmengine - INFO - Epoch(train) [124][100/351] lr: 2.3832e-03 eta: 6 days, 1:23:55 time: 0.9548 data_time: 0.0273 memory: 48596 loss: 0.4754
2023/06/09 19:37:50 - mmengine - INFO - Epoch(train) [124][200/351] lr: 2.3830e-03 eta: 6 days, 1:21:57 time: 0.9899 data_time: 0.0023 memory: 48596 loss: 0.4713
2023/06/09 19:39:28 - mmengine - INFO - Epoch(train) [124][300/351] lr: 2.3829e-03 eta: 6 days, 1:19:22 time: 0.9470 data_time: 0.0022 memory: 48596 loss: 0.4708
2023/06/09 19:40:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:42:03 - mmengine - INFO - Epoch(train) [125][100/351] lr: 2.3828e-03 eta: 6 days, 1:17:41 time: 0.9534 data_time: 0.0398 memory: 48596 loss: 0.4677
2023/06/09 19:43:41 - mmengine - INFO - Epoch(train) [125][200/351] lr: 2.3826e-03 eta: 6 days, 1:15:00 time: 0.9414 data_time: 0.0169 memory: 48596 loss: 0.4659
2023/06/09 19:45:23 - mmengine - INFO - Epoch(train) [125][300/351] lr: 2.3825e-03 eta: 6 days, 1:13:47 time: 0.9518 data_time: 0.0023 memory: 48596 loss: 0.4694
2023/06/09 19:46:12 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:47:58 - mmengine - INFO - Epoch(train) [126][100/351] lr: 2.3823e-03 eta: 6 days, 1:11:58 time: 0.9460 data_time: 0.0977 memory: 48596 loss: 0.4671
2023/06/09 19:48:26 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:49:42 - mmengine - INFO - Epoch(train) [126][200/351] lr: 2.3822e-03 eta: 6 days, 1:11:10 time: 0.9713 data_time: 0.0023 memory: 48596 loss: 0.4712
2023/06/09 19:51:24 - mmengine - INFO - Epoch(train) [126][300/351] lr: 2.3821e-03 eta: 6 days, 1:09:52 time: 1.0151 data_time: 0.0021 memory: 48596 loss: 0.4677
2023/06/09 19:52:17 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 19:54:05 - mmengine - INFO - Epoch(train) [127][100/351] lr: 2.3819e-03 eta: 6 days, 1:09:47 time: 0.9022 data_time: 0.0023 memory: 48596 loss: 0.4672
2023/06/09 19:55:42 - mmengine - INFO - Epoch(train) [127][200/351] lr: 2.3818e-03 eta: 6 days, 1:06:51 time: 0.9486 data_time: 0.0024 memory: 48596 loss: 0.4665
2023/06/09 19:57:27 - mmengine - INFO - Epoch(train) [127][300/351] lr: 2.3817e-03 eta: 6 days, 1:06:37 time: 1.0881 data_time: 0.0022 memory: 48596 loss: 0.4677
2023/06/09 19:58:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:00:02 - mmengine - INFO - Epoch(train) [128][100/351] lr: 2.3815e-03 eta: 6 days, 1:04:46 time: 0.9529 data_time: 0.0873 memory: 48596 loss: 0.4703
2023/06/09 20:01:44 - mmengine - INFO - Epoch(train) [128][200/351] lr: 2.3814e-03 eta: 6 days, 1:03:21 time: 1.0289 data_time: 0.0021 memory: 48596 loss: 0.4702
2023/06/09 20:03:27 - mmengine - INFO - Epoch(train) [128][300/351] lr: 2.3813e-03 eta: 6 days, 1:02:14 time: 0.9615 data_time: 0.0022 memory: 48596 loss: 0.4718
2023/06/09 20:04:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:05:36 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:06:04 - mmengine - INFO - Epoch(train) [129][100/351] lr: 2.3811e-03 eta: 6 days, 1:01:07 time: 0.9539 data_time: 0.0021 memory: 48596 loss: 0.4723
2023/06/09 20:07:42 - mmengine - INFO - Epoch(train) [129][200/351] lr: 2.3810e-03 eta: 6 days, 0:58:36 time: 0.9752 data_time: 0.0022 memory: 48596 loss: 0.4675
2023/06/09 20:09:27 - mmengine - INFO - Epoch(train) [129][300/351] lr: 2.3808e-03 eta: 6 days, 0:57:51 time: 1.0036 data_time: 0.0022 memory: 48596 loss: 0.4692
2023/06/09 20:10:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:12:02 - mmengine - INFO - Epoch(train) [130][100/351] lr: 2.3807e-03 eta: 6 days, 0:56:00 time: 0.9226 data_time: 0.0023 memory: 48596 loss: 0.4695
2023/06/09 20:13:45 - mmengine - INFO - Epoch(train) [130][200/351] lr: 2.3805e-03 eta: 6 days, 0:55:10 time: 1.0498 data_time: 0.0028 memory: 48596 loss: 0.4678
2023/06/09 20:15:29 - mmengine - INFO - Epoch(train) [130][300/351] lr: 2.3804e-03 eta: 6 days, 0:54:12 time: 0.9817 data_time: 0.0023 memory: 48596 loss: 0.4722
2023/06/09 20:16:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:18:02 - mmengine - INFO - Epoch(train) [131][100/351] lr: 2.3802e-03 eta: 6 days, 0:51:45 time: 0.9422 data_time: 0.0841 memory: 48596 loss: 0.4695
2023/06/09 20:19:42 - mmengine - INFO - Epoch(train) [131][200/351] lr: 2.3801e-03 eta: 6 days, 0:49:49 time: 0.9621 data_time: 0.0021 memory: 48596 loss: 0.4682
2023/06/09 20:21:23 - mmengine - INFO - Epoch(train) [131][300/351] lr: 2.3800e-03 eta: 6 days, 0:48:08 time: 0.9251 data_time: 0.0048 memory: 48596 loss: 0.4694
2023/06/09 20:22:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:22:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:23:59 - mmengine - INFO - Epoch(train) [132][100/351] lr: 2.3798e-03 eta: 6 days, 0:46:32 time: 0.9242 data_time: 0.0021 memory: 48596 loss: 0.4721
2023/06/09 20:25:36 - mmengine - INFO - Epoch(train) [132][200/351] lr: 2.3797e-03 eta: 6 days, 0:43:29 time: 0.9287 data_time: 0.0020 memory: 48596 loss: 0.4716
2023/06/09 20:27:19 - mmengine - INFO - Epoch(train) [132][300/351] lr: 2.3795e-03 eta: 6 days, 0:42:21 time: 0.9815 data_time: 0.0023 memory: 48596 loss: 0.4677
2023/06/09 20:28:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:29:56 - mmengine - INFO - Epoch(train) [133][100/351] lr: 2.3793e-03 eta: 6 days, 0:41:02 time: 0.9934 data_time: 0.1086 memory: 48596 loss: 0.4689
2023/06/09 20:31:40 - mmengine - INFO - Epoch(train) [133][200/351] lr: 2.3792e-03 eta: 6 days, 0:40:22 time: 1.0129 data_time: 0.0881 memory: 48596 loss: 0.4679
2023/06/09 20:33:24 - mmengine - INFO - Epoch(train) [133][300/351] lr: 2.3791e-03 eta: 6 days, 0:39:28 time: 0.9624 data_time: 0.0020 memory: 48596 loss: 0.4718
2023/06/09 20:34:18 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:36:09 - mmengine - INFO - Epoch(train) [134][100/351] lr: 2.3789e-03 eta: 6 days, 0:40:22 time: 0.9480 data_time: 0.0471 memory: 48596 loss: 0.4662
2023/06/09 20:37:49 - mmengine - INFO - Epoch(train) [134][200/351] lr: 2.3788e-03 eta: 6 days, 0:38:23 time: 1.0478 data_time: 0.0369 memory: 48596 loss: 0.4718
2023/06/09 20:39:38 - mmengine - INFO - Epoch(train) [134][300/351] lr: 2.3786e-03 eta: 6 days, 0:38:50 time: 1.0437 data_time: 0.0028 memory: 48596 loss: 0.4688
2023/06/09 20:39:56 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:40:30 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:42:21 - mmengine - INFO - Epoch(train) [135][100/351] lr: 2.3784e-03 eta: 6 days, 0:39:13 time: 1.0127 data_time: 0.1265 memory: 48596 loss: 0.4690
2023/06/09 20:44:01 - mmengine - INFO - Epoch(train) [135][200/351] lr: 2.3783e-03 eta: 6 days, 0:37:12 time: 0.9598 data_time: 0.0353 memory: 48596 loss: 0.4731
2023/06/09 20:45:48 - mmengine - INFO - Epoch(train) [135][300/351] lr: 2.3782e-03 eta: 6 days, 0:37:04 time: 1.0124 data_time: 0.0560 memory: 48596 loss: 0.4696
2023/06/09 20:46:40 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:48:26 - mmengine - INFO - Epoch(train) [136][100/351] lr: 2.3780e-03 eta: 6 days, 0:36:10 time: 1.0496 data_time: 0.1236 memory: 48596 loss: 0.4681
2023/06/09 20:50:08 - mmengine - INFO - Epoch(train) [136][200/351] lr: 2.3778e-03 eta: 6 days, 0:34:34 time: 0.9993 data_time: 0.0426 memory: 48596 loss: 0.4683
2023/06/09 20:51:58 - mmengine - INFO - Epoch(train) [136][300/351] lr: 2.3777e-03 eta: 6 days, 0:35:14 time: 0.9279 data_time: 0.0020 memory: 48596 loss: 0.4702
2023/06/09 20:52:48 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:54:32 - mmengine - INFO - Epoch(train) [137][100/351] lr: 2.3775e-03 eta: 6 days, 0:33:04 time: 0.9635 data_time: 0.0023 memory: 48596 loss: 0.4677
2023/06/09 20:56:16 - mmengine - INFO - Epoch(train) [137][200/351] lr: 2.3774e-03 eta: 6 days, 0:32:09 time: 0.9466 data_time: 0.0024 memory: 48596 loss: 0.4711
2023/06/09 20:57:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 20:58:01 - mmengine - INFO - Epoch(train) [137][300/351] lr: 2.3772e-03 eta: 6 days, 0:31:31 time: 0.9824 data_time: 0.0025 memory: 48596 loss: 0.4650
2023/06/09 20:58:54 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:00:41 - mmengine - INFO - Epoch(train) [138][100/351] lr: 2.3770e-03 eta: 6 days, 0:30:42 time: 0.9813 data_time: 0.1148 memory: 48596 loss: 0.4700
2023/06/09 21:02:20 - mmengine - INFO - Epoch(train) [138][200/351] lr: 2.3769e-03 eta: 6 days, 0:28:33 time: 1.0347 data_time: 0.0021 memory: 48596 loss: 0.4660
2023/06/09 21:04:09 - mmengine - INFO - Epoch(train) [138][300/351] lr: 2.3768e-03 eta: 6 days, 0:28:54 time: 0.9679 data_time: 0.0037 memory: 48596 loss: 0.4713
2023/06/09 21:05:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:06:45 - mmengine - INFO - Epoch(train) [139][100/351] lr: 2.3766e-03 eta: 6 days, 0:27:09 time: 0.9597 data_time: 0.1138 memory: 48596 loss: 0.4703
2023/06/09 21:08:28 - mmengine - INFO - Epoch(train) [139][200/351] lr: 2.3764e-03 eta: 6 days, 0:25:45 time: 1.0112 data_time: 0.0525 memory: 48596 loss: 0.4689
2023/06/09 21:10:12 - mmengine - INFO - Epoch(train) [139][300/351] lr: 2.3763e-03 eta: 6 days, 0:24:58 time: 0.9839 data_time: 0.0021 memory: 48596 loss: 0.4683
2023/06/09 21:11:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:12:49 - mmengine - INFO - Epoch(train) [140][100/351] lr: 2.3761e-03 eta: 6 days, 0:23:20 time: 0.9244 data_time: 0.0744 memory: 48596 loss: 0.4687
2023/06/09 21:14:29 - mmengine - INFO - Epoch(train) [140][200/351] lr: 2.3760e-03 eta: 6 days, 0:21:26 time: 0.9201 data_time: 0.0025 memory: 48596 loss: 0.4695
2023/06/09 21:14:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:16:14 - mmengine - INFO - Epoch(train) [140][300/351] lr: 2.3758e-03 eta: 6 days, 0:20:30 time: 0.9806 data_time: 0.0021 memory: 48596 loss: 0.4670
2023/06/09 21:17:04 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:18:49 - mmengine - INFO - Epoch(train) [141][100/351] lr: 2.3756e-03 eta: 6 days, 0:18:28 time: 0.8916 data_time: 0.0022 memory: 48596 loss: 0.4684
2023/06/09 21:20:29 - mmengine - INFO - Epoch(train) [141][200/351] lr: 2.3755e-03 eta: 6 days, 0:16:34 time: 0.9789 data_time: 0.0025 memory: 48596 loss: 0.4687
2023/06/09 21:22:13 - mmengine - INFO - Epoch(train) [141][300/351] lr: 2.3753e-03 eta: 6 days, 0:15:31 time: 0.9622 data_time: 0.0021 memory: 48596 loss: 0.4708
2023/06/09 21:23:04 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:24:52 - mmengine - INFO - Epoch(train) [142][100/351] lr: 2.3751e-03 eta: 6 days, 0:14:19 time: 0.9378 data_time: 0.0587 memory: 48596 loss: 0.4679
2023/06/09 21:26:34 - mmengine - INFO - Epoch(train) [142][200/351] lr: 2.3750e-03 eta: 6 days, 0:12:53 time: 0.9591 data_time: 0.0022 memory: 48596 loss: 0.4664
2023/06/09 21:28:18 - mmengine - INFO - Epoch(train) [142][300/351] lr: 2.3748e-03 eta: 6 days, 0:11:57 time: 0.9638 data_time: 0.0026 memory: 48596 loss: 0.4704
2023/06/09 21:29:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:30:55 - mmengine - INFO - Epoch(train) [143][100/351] lr: 2.3746e-03 eta: 6 days, 0:10:19 time: 0.9812 data_time: 0.0143 memory: 48596 loss: 0.4720
2023/06/09 21:31:55 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:32:40 - mmengine - INFO - Epoch(train) [143][200/351] lr: 2.3745e-03 eta: 6 days, 0:09:28 time: 1.0152 data_time: 0.0854 memory: 48596 loss: 0.4672
2023/06/09 21:34:23 - mmengine - INFO - Epoch(train) [143][300/351] lr: 2.3744e-03 eta: 6 days, 0:08:15 time: 1.0367 data_time: 0.0021 memory: 48596 loss: 0.4702
2023/06/09 21:35:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:37:05 - mmengine - INFO - Epoch(train) [144][100/351] lr: 2.3741e-03 eta: 6 days, 0:07:55 time: 1.0567 data_time: 0.0841 memory: 48596 loss: 0.4659
2023/06/09 21:38:45 - mmengine - INFO - Epoch(train) [144][200/351] lr: 2.3740e-03 eta: 6 days, 0:05:56 time: 1.0309 data_time: 0.0024 memory: 48596 loss: 0.4667
2023/06/09 21:40:33 - mmengine - INFO - Epoch(train) [144][300/351] lr: 2.3739e-03 eta: 6 days, 0:05:41 time: 0.9447 data_time: 0.0022 memory: 48596 loss: 0.4690
2023/06/09 21:41:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:43:08 - mmengine - INFO - Epoch(train) [145][100/351] lr: 2.3736e-03 eta: 6 days, 0:03:37 time: 0.9784 data_time: 0.0387 memory: 48596 loss: 0.4643
2023/06/09 21:44:49 - mmengine - INFO - Epoch(train) [145][200/351] lr: 2.3735e-03 eta: 6 days, 0:01:53 time: 0.9642 data_time: 0.0022 memory: 48596 loss: 0.4717
2023/06/09 21:46:31 - mmengine - INFO - Epoch(train) [145][300/351] lr: 2.3733e-03 eta: 6 days, 0:00:20 time: 1.0232 data_time: 0.0023 memory: 48596 loss: 0.4681
2023/06/09 21:47:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:49:09 - mmengine - INFO - Epoch(train) [146][100/351] lr: 2.3731e-03 eta: 5 days, 23:58:48 time: 0.9515 data_time: 0.0021 memory: 48596 loss: 0.4686
2023/06/09 21:49:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:50:51 - mmengine - INFO - Epoch(train) [146][200/351] lr: 2.3730e-03 eta: 5 days, 23:57:16 time: 1.0104 data_time: 0.0021 memory: 48596 loss: 0.4715
2023/06/09 21:52:34 - mmengine - INFO - Epoch(train) [146][300/351] lr: 2.3728e-03 eta: 5 days, 23:56:00 time: 1.0021 data_time: 0.0021 memory: 48596 loss: 0.4681
2023/06/09 21:53:26 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 21:55:14 - mmengine - INFO - Epoch(train) [147][100/351] lr: 2.3726e-03 eta: 5 days, 23:55:12 time: 0.9597 data_time: 0.1050 memory: 48596 loss: 0.4655
2023/06/09 21:56:59 - mmengine - INFO - Epoch(train) [147][200/351] lr: 2.3725e-03 eta: 5 days, 23:54:09 time: 1.0263 data_time: 0.0854 memory: 48596 loss: 0.4667
2023/06/09 21:58:41 - mmengine - INFO - Epoch(train) [147][300/351] lr: 2.3723e-03 eta: 5 days, 23:52:36 time: 1.0105 data_time: 0.0024 memory: 48596 loss: 0.4665
2023/06/09 21:59:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:01:21 - mmengine - INFO - Epoch(train) [148][100/351] lr: 2.3721e-03 eta: 5 days, 23:51:50 time: 1.0365 data_time: 0.0310 memory: 48596 loss: 0.4702
2023/06/09 22:03:01 - mmengine - INFO - Epoch(train) [148][200/351] lr: 2.3720e-03 eta: 5 days, 23:49:46 time: 0.9424 data_time: 0.0308 memory: 48596 loss: 0.4639
2023/06/09 22:04:50 - mmengine - INFO - Epoch(train) [148][300/351] lr: 2.3718e-03 eta: 5 days, 23:49:40 time: 0.9822 data_time: 0.0020 memory: 48596 loss: 0.4674
2023/06/09 22:05:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:06:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:07:31 - mmengine - INFO - Epoch(train) [149][100/351] lr: 2.3716e-03 eta: 5 days, 23:48:57 time: 0.9751 data_time: 0.0023 memory: 48596 loss: 0.4692
2023/06/09 22:09:14 - mmengine - INFO - Epoch(train) [149][200/351] lr: 2.3714e-03 eta: 5 days, 23:47:35 time: 1.0154 data_time: 0.0023 memory: 48596 loss: 0.4705
2023/06/09 22:10:59 - mmengine - INFO - Epoch(train) [149][300/351] lr: 2.3713e-03 eta: 5 days, 23:46:47 time: 1.0436 data_time: 0.0022 memory: 48596 loss: 0.4674
2023/06/09 22:11:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:13:39 - mmengine - INFO - Epoch(train) [150][100/351] lr: 2.3711e-03 eta: 5 days, 23:45:42 time: 0.9467 data_time: 0.0273 memory: 48596 loss: 0.4680
2023/06/09 22:15:17 - mmengine - INFO - Epoch(train) [150][200/351] lr: 2.3709e-03 eta: 5 days, 23:43:13 time: 0.9604 data_time: 0.0022 memory: 48596 loss: 0.4644
2023/06/09 22:17:03 - mmengine - INFO - Epoch(train) [150][300/351] lr: 2.3708e-03 eta: 5 days, 23:42:36 time: 0.9645 data_time: 0.0022 memory: 48596 loss: 0.4710
2023/06/09 22:17:53 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:19:41 - mmengine - INFO - Epoch(train) [151][100/351] lr: 2.3705e-03 eta: 5 days, 23:40:59 time: 1.0113 data_time: 0.0028 memory: 48596 loss: 0.4679
2023/06/09 22:21:25 - mmengine - INFO - Epoch(train) [151][200/351] lr: 2.3704e-03 eta: 5 days, 23:40:00 time: 0.9601 data_time: 0.0021 memory: 48596 loss: 0.4666
2023/06/09 22:23:11 - mmengine - INFO - Epoch(train) [151][300/351] lr: 2.3702e-03 eta: 5 days, 23:39:18 time: 0.9811 data_time: 0.0020 memory: 48596 loss: 0.4719
2023/06/09 22:24:02 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:24:02 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:25:48 - mmengine - INFO - Epoch(train) [152][100/351] lr: 2.3700e-03 eta: 5 days, 23:37:34 time: 1.0612 data_time: 0.1571 memory: 48596 loss: 0.4680
2023/06/09 22:27:34 - mmengine - INFO - Epoch(train) [152][200/351] lr: 2.3698e-03 eta: 5 days, 23:36:43 time: 0.9813 data_time: 0.0031 memory: 48596 loss: 0.4686
2023/06/09 22:29:17 - mmengine - INFO - Epoch(train) [152][300/351] lr: 2.3697e-03 eta: 5 days, 23:35:17 time: 0.9477 data_time: 0.0021 memory: 48596 loss: 0.4686
2023/06/09 22:30:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:31:53 - mmengine - INFO - Epoch(train) [153][100/351] lr: 2.3695e-03 eta: 5 days, 23:33:18 time: 0.9408 data_time: 0.0718 memory: 48596 loss: 0.4661
2023/06/09 22:33:36 - mmengine - INFO - Epoch(train) [153][200/351] lr: 2.3693e-03 eta: 5 days, 23:32:00 time: 0.9390 data_time: 0.0949 memory: 48596 loss: 0.4660
2023/06/09 22:35:21 - mmengine - INFO - Epoch(train) [153][300/351] lr: 2.3691e-03 eta: 5 days, 23:31:04 time: 0.9923 data_time: 0.0390 memory: 48596 loss: 0.4685
2023/06/09 22:36:13 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:38:00 - mmengine - INFO - Epoch(train) [154][100/351] lr: 2.3689e-03 eta: 5 days, 23:29:46 time: 0.9602 data_time: 0.0360 memory: 48596 loss: 0.4720
2023/06/09 22:39:42 - mmengine - INFO - Epoch(train) [154][200/351] lr: 2.3688e-03 eta: 5 days, 23:28:09 time: 1.0146 data_time: 0.0022 memory: 48596 loss: 0.4670
2023/06/09 22:41:28 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:41:30 - mmengine - INFO - Epoch(train) [154][300/351] lr: 2.3686e-03 eta: 5 days, 23:27:51 time: 1.0459 data_time: 0.0292 memory: 48596 loss: 0.4693
2023/06/09 22:42:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:44:11 - mmengine - INFO - Epoch(train) [155][100/351] lr: 2.3684e-03 eta: 5 days, 23:26:54 time: 0.9603 data_time: 0.0415 memory: 48596 loss: 0.4660
2023/06/09 22:45:52 - mmengine - INFO - Epoch(train) [155][200/351] lr: 2.3682e-03 eta: 5 days, 23:25:04 time: 0.9997 data_time: 0.0021 memory: 48596 loss: 0.4661
2023/06/09 22:47:32 - mmengine - INFO - Epoch(train) [155][300/351] lr: 2.3680e-03 eta: 5 days, 23:23:02 time: 0.9527 data_time: 0.0024 memory: 48596 loss: 0.4693
2023/06/09 22:48:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:50:09 - mmengine - INFO - Epoch(train) [156][100/351] lr: 2.3678e-03 eta: 5 days, 23:21:06 time: 0.9207 data_time: 0.0501 memory: 48596 loss: 0.4668
2023/06/09 22:51:47 - mmengine - INFO - Epoch(train) [156][200/351] lr: 2.3676e-03 eta: 5 days, 23:18:38 time: 0.9217 data_time: 0.0026 memory: 48596 loss: 0.4670
2023/06/09 22:53:31 - mmengine - INFO - Epoch(train) [156][300/351] lr: 2.3675e-03 eta: 5 days, 23:17:30 time: 1.0139 data_time: 0.0039 memory: 48596 loss: 0.4647
2023/06/09 22:54:23 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:56:07 - mmengine - INFO - Epoch(train) [157][100/351] lr: 2.3672e-03 eta: 5 days, 23:15:17 time: 0.9711 data_time: 0.1006 memory: 48596 loss: 0.4667
2023/06/09 22:57:47 - mmengine - INFO - Epoch(train) [157][200/351] lr: 2.3671e-03 eta: 5 days, 23:13:18 time: 0.9670 data_time: 0.0259 memory: 48596 loss: 0.4695
2023/06/09 22:58:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 22:59:28 - mmengine - INFO - Epoch(train) [157][300/351] lr: 2.3669e-03 eta: 5 days, 23:11:30 time: 0.9783 data_time: 0.0042 memory: 48596 loss: 0.4676
2023/06/09 23:00:20 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:02:07 - mmengine - INFO - Epoch(train) [158][100/351] lr: 2.3667e-03 eta: 5 days, 23:09:58 time: 0.9937 data_time: 0.0021 memory: 48596 loss: 0.4681
2023/06/09 23:03:46 - mmengine - INFO - Epoch(train) [158][200/351] lr: 2.3665e-03 eta: 5 days, 23:07:37 time: 0.9636 data_time: 0.0021 memory: 48596 loss: 0.4667
2023/06/09 23:05:31 - mmengine - INFO - Epoch(train) [158][300/351] lr: 2.3664e-03 eta: 5 days, 23:06:43 time: 0.9710 data_time: 0.0024 memory: 48596 loss: 0.4738
2023/06/09 23:06:20 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:08:07 - mmengine - INFO - Epoch(train) [159][100/351] lr: 2.3661e-03 eta: 5 days, 23:04:38 time: 0.9720 data_time: 0.0677 memory: 48596 loss: 0.4685
2023/06/09 23:09:49 - mmengine - INFO - Epoch(train) [159][200/351] lr: 2.3660e-03 eta: 5 days, 23:02:55 time: 0.9829 data_time: 0.0023 memory: 48596 loss: 0.4677
2023/06/09 23:11:32 - mmengine - INFO - Epoch(train) [159][300/351] lr: 2.3658e-03 eta: 5 days, 23:01:35 time: 0.9585 data_time: 0.0026 memory: 48596 loss: 0.4663
2023/06/09 23:12:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:14:12 - mmengine - INFO - Epoch(train) [160][100/351] lr: 2.3655e-03 eta: 5 days, 23:00:15 time: 0.9940 data_time: 0.0022 memory: 48596 loss: 0.4690
2023/06/09 23:15:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:15:51 - mmengine - INFO - Epoch(train) [160][200/351] lr: 2.3654e-03 eta: 5 days, 22:57:58 time: 0.9811 data_time: 0.0027 memory: 48596 loss: 0.4674
2023/06/09 23:17:32 - mmengine - INFO - Epoch(train) [160][300/351] lr: 2.3652e-03 eta: 5 days, 22:56:14 time: 0.9050 data_time: 0.0024 memory: 48596 loss: 0.4675
2023/06/09 23:18:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:20:06 - mmengine - INFO - Epoch(train) [161][100/351] lr: 2.3650e-03 eta: 5 days, 22:53:34 time: 0.9724 data_time: 0.1021 memory: 48596 loss: 0.4666
2023/06/09 23:21:47 - mmengine - INFO - Epoch(train) [161][200/351] lr: 2.3648e-03 eta: 5 days, 22:51:41 time: 0.9849 data_time: 0.0530 memory: 48596 loss: 0.4667
2023/06/09 23:23:28 - mmengine - INFO - Epoch(train) [161][300/351] lr: 2.3646e-03 eta: 5 days, 22:49:55 time: 0.9463 data_time: 0.0022 memory: 48596 loss: 0.4710
2023/06/09 23:24:21 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:26:08 - mmengine - INFO - Epoch(train) [162][100/351] lr: 2.3644e-03 eta: 5 days, 22:48:37 time: 0.9541 data_time: 0.0021 memory: 48596 loss: 0.4700
2023/06/09 23:27:46 - mmengine - INFO - Epoch(train) [162][200/351] lr: 2.3642e-03 eta: 5 days, 22:46:16 time: 0.9653 data_time: 0.0022 memory: 48596 loss: 0.4677
2023/06/09 23:29:32 - mmengine - INFO - Epoch(train) [162][300/351] lr: 2.3641e-03 eta: 5 days, 22:45:24 time: 1.0256 data_time: 0.0021 memory: 48596 loss: 0.4652
2023/06/09 23:30:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:32:07 - mmengine - INFO - Epoch(train) [163][100/351] lr: 2.3638e-03 eta: 5 days, 22:43:09 time: 0.9675 data_time: 0.1117 memory: 48596 loss: 0.4669
2023/06/09 23:32:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:33:51 - mmengine - INFO - Epoch(train) [163][200/351] lr: 2.3636e-03 eta: 5 days, 22:41:48 time: 0.9305 data_time: 0.0023 memory: 48596 loss: 0.5318
2023/06/09 23:35:31 - mmengine - INFO - Epoch(train) [163][300/351] lr: 2.3635e-03 eta: 5 days, 22:39:45 time: 0.9373 data_time: 0.0025 memory: 48596 loss: nan
2023/06/09 23:36:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:38:07 - mmengine - INFO - Epoch(train) [164][100/351] lr: 2.3632e-03 eta: 5 days, 22:37:37 time: 0.9780 data_time: 0.0022 memory: 48596 loss: nan
2023/06/09 23:39:45 - mmengine - INFO - Epoch(train) [164][200/351] lr: 2.3630e-03 eta: 5 days, 22:35:12 time: 0.8733 data_time: 0.0027 memory: 48596 loss: nan
2023/06/09 23:41:28 - mmengine - INFO - Epoch(train) [164][300/351] lr: 2.3629e-03 eta: 5 days, 22:33:41 time: 0.9546 data_time: 0.0022 memory: 48596 loss: nan
2023/06/09 23:42:17 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:44:01 - mmengine - INFO - Epoch(train) [165][100/351] lr: 2.3626e-03 eta: 5 days, 22:31:00 time: 0.9755 data_time: 0.1014 memory: 48596 loss: nan
2023/06/09 23:45:41 - mmengine - INFO - Epoch(train) [165][200/351] lr: 2.3624e-03 eta: 5 days, 22:29:00 time: 0.9610 data_time: 0.0021 memory: 48596 loss: nan
2023/06/09 23:47:22 - mmengine - INFO - Epoch(train) [165][300/351] lr: 2.3623e-03 eta: 5 days, 22:27:01 time: 0.9934 data_time: 0.0023 memory: 48596 loss: nan
2023/06/09 23:48:12 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:49:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:49:56 - mmengine - INFO - Epoch(train) [166][100/351] lr: 2.3620e-03 eta: 5 days, 22:24:33 time: 0.9772 data_time: 0.1022 memory: 48596 loss: nan
2023/06/09 23:51:33 - mmengine - INFO - Epoch(train) [166][200/351] lr: 2.3618e-03 eta: 5 days, 22:21:53 time: 0.9591 data_time: 0.0681 memory: 48596 loss: nan
2023/06/09 23:53:17 - mmengine - INFO - Epoch(train) [166][300/351] lr: 2.3617e-03 eta: 5 days, 22:20:36 time: 0.9553 data_time: 0.0024 memory: 48596 loss: nan
2023/06/09 23:54:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/09 23:55:50 - mmengine - INFO - Epoch(train) [167][100/351] lr: 2.3614e-03 eta: 5 days, 22:17:57 time: 0.9413 data_time: 0.0021 memory: 48596 loss: nan
2023/06/09 23:57:30 - mmengine - INFO - Epoch(train) [167][200/351] lr: 2.3612e-03 eta: 5 days, 22:15:54 time: 0.9997 data_time: 0.0021 memory: 48596 loss: nan
2023/06/09 23:59:12 - mmengine - INFO - Epoch(train) [167][300/351] lr: 2.3611e-03 eta: 5 days, 22:14:11 time: 0.9755 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 00:00:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:01:47 - mmengine - INFO - Epoch(train) [168][100/351] lr: 2.3608e-03 eta: 5 days, 22:11:50 time: 0.9349 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 00:03:23 - mmengine - INFO - Epoch(train) [168][200/351] lr: 2.3606e-03 eta: 5 days, 22:08:58 time: 0.9008 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:05:04 - mmengine - INFO - Epoch(train) [168][300/351] lr: 2.3604e-03 eta: 5 days, 22:07:11 time: 0.9270 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:05:54 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:06:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:07:37 - mmengine - INFO - Epoch(train) [169][100/351] lr: 2.3602e-03 eta: 5 days, 22:04:31 time: 0.9144 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 00:09:17 - mmengine - INFO - Epoch(train) [169][200/351] lr: 2.3600e-03 eta: 5 days, 22:02:27 time: 0.9579 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 00:10:58 - mmengine - INFO - Epoch(train) [169][300/351] lr: 2.3598e-03 eta: 5 days, 22:00:31 time: 0.9466 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 00:11:49 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:13:34 - mmengine - INFO - Epoch(train) [170][100/351] lr: 2.3596e-03 eta: 5 days, 21:58:27 time: 0.9196 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 00:15:12 - mmengine - INFO - Epoch(train) [170][200/351] lr: 2.3594e-03 eta: 5 days, 21:55:59 time: 0.9315 data_time: 0.0030 memory: 48596 loss: nan
2023/06/10 00:16:56 - mmengine - INFO - Epoch(train) [170][300/351] lr: 2.3592e-03 eta: 5 days, 21:54:42 time: 0.9322 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 00:17:45 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:19:29 - mmengine - INFO - Epoch(train) [171][100/351] lr: 2.3589e-03 eta: 5 days, 21:51:57 time: 0.9206 data_time: 0.0853 memory: 48596 loss: nan
2023/06/10 00:21:08 - mmengine - INFO - Epoch(train) [171][200/351] lr: 2.3588e-03 eta: 5 days, 21:49:47 time: 0.9665 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:22:48 - mmengine - INFO - Epoch(train) [171][300/351] lr: 2.3586e-03 eta: 5 days, 21:47:45 time: 0.9297 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:23:20 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:23:39 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:25:22 - mmengine - INFO - Epoch(train) [172][100/351] lr: 2.3583e-03 eta: 5 days, 21:45:18 time: 0.9264 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 00:27:01 - mmengine - INFO - Epoch(train) [172][200/351] lr: 2.3581e-03 eta: 5 days, 21:42:57 time: 1.0028 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 00:28:43 - mmengine - INFO - Epoch(train) [172][300/351] lr: 2.3579e-03 eta: 5 days, 21:41:18 time: 0.9380 data_time: 0.0040 memory: 48596 loss: nan
2023/06/10 00:29:31 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:31:14 - mmengine - INFO - Epoch(train) [173][100/351] lr: 2.3577e-03 eta: 5 days, 21:38:22 time: 0.9186 data_time: 0.0661 memory: 48596 loss: nan
2023/06/10 00:32:56 - mmengine - INFO - Epoch(train) [173][200/351] lr: 2.3575e-03 eta: 5 days, 21:36:36 time: 0.9327 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:34:38 - mmengine - INFO - Epoch(train) [173][300/351] lr: 2.3573e-03 eta: 5 days, 21:34:55 time: 0.9015 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 00:35:28 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:37:12 - mmengine - INFO - Epoch(train) [174][100/351] lr: 2.3570e-03 eta: 5 days, 21:32:34 time: 0.9649 data_time: 0.0246 memory: 48596 loss: nan
2023/06/10 00:38:50 - mmengine - INFO - Epoch(train) [174][200/351] lr: 2.3569e-03 eta: 5 days, 21:30:00 time: 0.9490 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:40:09 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:40:32 - mmengine - INFO - Epoch(train) [174][300/351] lr: 2.3567e-03 eta: 5 days, 21:28:29 time: 0.9968 data_time: 0.0040 memory: 48596 loss: nan
2023/06/10 00:41:22 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:43:07 - mmengine - INFO - Epoch(train) [175][100/351] lr: 2.3564e-03 eta: 5 days, 21:26:06 time: 0.9547 data_time: 0.1304 memory: 48596 loss: nan
2023/06/10 00:44:46 - mmengine - INFO - Epoch(train) [175][200/351] lr: 2.3562e-03 eta: 5 days, 21:23:53 time: 0.9699 data_time: 0.0208 memory: 48596 loss: nan
2023/06/10 00:46:27 - mmengine - INFO - Epoch(train) [175][300/351] lr: 2.3560e-03 eta: 5 days, 21:22:02 time: 0.9934 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 00:47:17 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:49:02 - mmengine - INFO - Epoch(train) [176][100/351] lr: 2.3557e-03 eta: 5 days, 21:19:51 time: 0.9700 data_time: 0.0856 memory: 48596 loss: nan
2023/06/10 00:50:39 - mmengine - INFO - Epoch(train) [176][200/351] lr: 2.3556e-03 eta: 5 days, 21:17:10 time: 0.8929 data_time: 0.0769 memory: 48596 loss: nan
2023/06/10 00:52:22 - mmengine - INFO - Epoch(train) [176][300/351] lr: 2.3554e-03 eta: 5 days, 21:15:47 time: 0.9502 data_time: 0.0493 memory: 48596 loss: nan
2023/06/10 00:53:11 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:54:55 - mmengine - INFO - Epoch(train) [177][100/351] lr: 2.3551e-03 eta: 5 days, 21:13:05 time: 0.9854 data_time: 0.0540 memory: 48596 loss: nan
2023/06/10 00:56:34 - mmengine - INFO - Epoch(train) [177][200/351] lr: 2.3549e-03 eta: 5 days, 21:10:54 time: 0.9756 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 00:56:59 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 00:58:15 - mmengine - INFO - Epoch(train) [177][300/351] lr: 2.3547e-03 eta: 5 days, 21:08:56 time: 0.9518 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 00:59:08 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:00:53 - mmengine - INFO - Epoch(train) [178][100/351] lr: 2.3544e-03 eta: 5 days, 21:07:09 time: 0.9336 data_time: 0.0093 memory: 48596 loss: nan
2023/06/10 01:02:31 - mmengine - INFO - Epoch(train) [178][200/351] lr: 2.3542e-03 eta: 5 days, 21:04:52 time: 0.9468 data_time: 0.0632 memory: 48596 loss: nan
2023/06/10 01:04:13 - mmengine - INFO - Epoch(train) [178][300/351] lr: 2.3541e-03 eta: 5 days, 21:03:15 time: 1.0205 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 01:05:02 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:06:48 - mmengine - INFO - Epoch(train) [179][100/351] lr: 2.3538e-03 eta: 5 days, 21:00:54 time: 0.9335 data_time: 0.0751 memory: 48596 loss: nan
2023/06/10 01:08:28 - mmengine - INFO - Epoch(train) [179][200/351] lr: 2.3536e-03 eta: 5 days, 20:58:48 time: 0.9587 data_time: 0.0242 memory: 48596 loss: nan
2023/06/10 01:10:08 - mmengine - INFO - Epoch(train) [179][300/351] lr: 2.3534e-03 eta: 5 days, 20:56:56 time: 0.9358 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 01:11:01 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:12:46 - mmengine - INFO - Epoch(train) [180][100/351] lr: 2.3531e-03 eta: 5 days, 20:55:05 time: 0.9664 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 01:13:56 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:14:24 - mmengine - INFO - Epoch(train) [180][200/351] lr: 2.3529e-03 eta: 5 days, 20:52:38 time: 0.9585 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:16:07 - mmengine - INFO - Epoch(train) [180][300/351] lr: 2.3527e-03 eta: 5 days, 20:51:20 time: 1.0074 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:16:57 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:18:40 - mmengine - INFO - Epoch(train) [181][100/351] lr: 2.3524e-03 eta: 5 days, 20:48:33 time: 0.9077 data_time: 0.0795 memory: 48596 loss: nan
2023/06/10 01:20:19 - mmengine - INFO - Epoch(train) [181][200/351] lr: 2.3522e-03 eta: 5 days, 20:46:29 time: 1.0209 data_time: 0.1659 memory: 48596 loss: nan
2023/06/10 01:22:00 - mmengine - INFO - Epoch(train) [181][300/351] lr: 2.3520e-03 eta: 5 days, 20:44:35 time: 0.9819 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 01:22:51 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:24:36 - mmengine - INFO - Epoch(train) [182][100/351] lr: 2.3518e-03 eta: 5 days, 20:42:21 time: 0.9719 data_time: 0.0905 memory: 48596 loss: nan
2023/06/10 01:26:14 - mmengine - INFO - Epoch(train) [182][200/351] lr: 2.3516e-03 eta: 5 days, 20:40:00 time: 0.9721 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:27:56 - mmengine - INFO - Epoch(train) [182][300/351] lr: 2.3514e-03 eta: 5 days, 20:38:27 time: 0.9581 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 01:28:44 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:30:27 - mmengine - INFO - Epoch(train) [183][100/351] lr: 2.3511e-03 eta: 5 days, 20:35:27 time: 0.9174 data_time: 0.0377 memory: 48596 loss: nan
2023/06/10 01:30:46 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:32:08 - mmengine - INFO - Epoch(train) [183][200/351] lr: 2.3509e-03 eta: 5 days, 20:33:32 time: 0.9714 data_time: 0.0036 memory: 48596 loss: nan
2023/06/10 01:33:47 - mmengine - INFO - Epoch(train) [183][300/351] lr: 2.3507e-03 eta: 5 days, 20:31:29 time: 0.9842 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 01:34:39 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:36:24 - mmengine - INFO - Epoch(train) [184][100/351] lr: 2.3504e-03 eta: 5 days, 20:29:22 time: 0.9384 data_time: 0.0508 memory: 48596 loss: nan
2023/06/10 01:38:01 - mmengine - INFO - Epoch(train) [184][200/351] lr: 2.3502e-03 eta: 5 days, 20:26:59 time: 0.9213 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:39:43 - mmengine - INFO - Epoch(train) [184][300/351] lr: 2.3500e-03 eta: 5 days, 20:25:16 time: 0.9514 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 01:40:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:42:16 - mmengine - INFO - Epoch(train) [185][100/351] lr: 2.3497e-03 eta: 5 days, 20:22:38 time: 0.9738 data_time: 0.0978 memory: 48596 loss: nan
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2023/06/10 01:45:34 - mmengine - INFO - Epoch(train) [185][300/351] lr: 2.3493e-03 eta: 5 days, 20:18:14 time: 0.9693 data_time: 0.0026 memory: 48596 loss: nan
2023/06/10 01:46:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:47:35 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:48:09 - mmengine - INFO - Epoch(train) [186][100/351] lr: 2.3490e-03 eta: 5 days, 20:15:55 time: 0.9046 data_time: 0.0124 memory: 48596 loss: nan
2023/06/10 01:49:47 - mmengine - INFO - Epoch(train) [186][200/351] lr: 2.3488e-03 eta: 5 days, 20:13:36 time: 0.9301 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 01:51:30 - mmengine - INFO - Epoch(train) [186][300/351] lr: 2.3486e-03 eta: 5 days, 20:12:13 time: 1.0303 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:52:19 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 01:54:03 - mmengine - INFO - Epoch(train) [187][100/351] lr: 2.3483e-03 eta: 5 days, 20:09:29 time: 0.8754 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 01:55:42 - mmengine - INFO - Epoch(train) [187][200/351] lr: 2.3481e-03 eta: 5 days, 20:07:25 time: 0.9968 data_time: 0.0025 memory: 48596 loss: nan
2023/06/10 01:57:25 - mmengine - INFO - Epoch(train) [187][300/351] lr: 2.3479e-03 eta: 5 days, 20:05:54 time: 0.9728 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 01:58:15 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:00:01 - mmengine - INFO - Epoch(train) [188][100/351] lr: 2.3476e-03 eta: 5 days, 20:03:48 time: 0.9568 data_time: 0.0341 memory: 48596 loss: nan
2023/06/10 02:01:43 - mmengine - INFO - Epoch(train) [188][200/351] lr: 2.3474e-03 eta: 5 days, 20:02:10 time: 0.9380 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:03:28 - mmengine - INFO - Epoch(train) [188][300/351] lr: 2.3472e-03 eta: 5 days, 20:00:55 time: 0.9623 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:04:17 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:04:35 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:06:01 - mmengine - INFO - Epoch(train) [189][100/351] lr: 2.3469e-03 eta: 5 days, 19:58:18 time: 0.9875 data_time: 0.1529 memory: 48596 loss: nan
2023/06/10 02:07:42 - mmengine - INFO - Epoch(train) [189][200/351] lr: 2.3467e-03 eta: 5 days, 19:56:25 time: 1.0436 data_time: 0.2319 memory: 48596 loss: nan
2023/06/10 02:09:23 - mmengine - INFO - Epoch(train) [189][300/351] lr: 2.3465e-03 eta: 5 days, 19:54:36 time: 0.9865 data_time: 0.0438 memory: 48596 loss: nan
2023/06/10 02:10:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:11:58 - mmengine - INFO - Epoch(train) [190][100/351] lr: 2.3462e-03 eta: 5 days, 19:52:23 time: 0.9252 data_time: 0.0517 memory: 48596 loss: nan
2023/06/10 02:13:35 - mmengine - INFO - Epoch(train) [190][200/351] lr: 2.3460e-03 eta: 5 days, 19:49:56 time: 0.9657 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 02:15:21 - mmengine - INFO - Epoch(train) [190][300/351] lr: 2.3458e-03 eta: 5 days, 19:48:48 time: 1.0329 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 02:16:10 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:17:54 - mmengine - INFO - Epoch(train) [191][100/351] lr: 2.3455e-03 eta: 5 days, 19:46:14 time: 0.9415 data_time: 0.1161 memory: 48596 loss: nan
2023/06/10 02:19:34 - mmengine - INFO - Epoch(train) [191][200/351] lr: 2.3453e-03 eta: 5 days, 19:44:19 time: 0.9894 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 02:21:18 - mmengine - INFO - Epoch(train) [191][300/351] lr: 2.3451e-03 eta: 5 days, 19:42:53 time: 1.0275 data_time: 0.0026 memory: 48596 loss: nan
2023/06/10 02:21:27 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:22:10 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:23:57 - mmengine - INFO - Epoch(train) [192][100/351] lr: 2.3447e-03 eta: 5 days, 19:41:12 time: 0.9317 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:25:34 - mmengine - INFO - Epoch(train) [192][200/351] lr: 2.3445e-03 eta: 5 days, 19:38:44 time: 0.9905 data_time: 0.0028 memory: 48596 loss: nan
2023/06/10 02:27:18 - mmengine - INFO - Epoch(train) [192][300/351] lr: 2.3443e-03 eta: 5 days, 19:37:25 time: 1.0055 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 02:28:06 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:29:49 - mmengine - INFO - Epoch(train) [193][100/351] lr: 2.3440e-03 eta: 5 days, 19:34:30 time: 0.9242 data_time: 0.0848 memory: 48596 loss: nan
2023/06/10 02:31:30 - mmengine - INFO - Epoch(train) [193][200/351] lr: 2.3438e-03 eta: 5 days, 19:32:45 time: 1.0378 data_time: 0.1535 memory: 48596 loss: nan
2023/06/10 02:33:13 - mmengine - INFO - Epoch(train) [193][300/351] lr: 2.3436e-03 eta: 5 days, 19:31:11 time: 0.9739 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:34:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:35:48 - mmengine - INFO - Epoch(train) [194][100/351] lr: 2.3433e-03 eta: 5 days, 19:28:48 time: 0.9284 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 02:37:29 - mmengine - INFO - Epoch(train) [194][200/351] lr: 2.3431e-03 eta: 5 days, 19:26:59 time: 1.0254 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 02:38:32 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:39:16 - mmengine - INFO - Epoch(train) [194][300/351] lr: 2.3429e-03 eta: 5 days, 19:26:09 time: 0.9808 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 02:40:08 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:41:52 - mmengine - INFO - Epoch(train) [195][100/351] lr: 2.3425e-03 eta: 5 days, 19:23:57 time: 0.9075 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 02:43:31 - mmengine - INFO - Epoch(train) [195][200/351] lr: 2.3423e-03 eta: 5 days, 19:21:55 time: 0.9142 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 02:45:12 - mmengine - INFO - Epoch(train) [195][300/351] lr: 2.3421e-03 eta: 5 days, 19:20:01 time: 0.9362 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:46:03 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:47:48 - mmengine - INFO - Epoch(train) [196][100/351] lr: 2.3418e-03 eta: 5 days, 19:17:53 time: 0.9191 data_time: 0.0049 memory: 48596 loss: nan
2023/06/10 02:49:25 - mmengine - INFO - Epoch(train) [196][200/351] lr: 2.3416e-03 eta: 5 days, 19:15:30 time: 0.9768 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 02:51:07 - mmengine - INFO - Epoch(train) [196][300/351] lr: 2.3414e-03 eta: 5 days, 19:13:50 time: 0.9690 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:51:56 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:53:39 - mmengine - INFO - Epoch(train) [197][100/351] lr: 2.3411e-03 eta: 5 days, 19:11:01 time: 0.8890 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 02:55:20 - mmengine - INFO - Epoch(train) [197][200/351] lr: 2.3408e-03 eta: 5 days, 19:09:13 time: 0.9929 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 02:55:24 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:57:00 - mmengine - INFO - Epoch(train) [197][300/351] lr: 2.3406e-03 eta: 5 days, 19:07:18 time: 0.9701 data_time: 0.0028 memory: 48596 loss: nan
2023/06/10 02:57:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 02:59:34 - mmengine - INFO - Epoch(train) [198][100/351] lr: 2.3403e-03 eta: 5 days, 19:04:47 time: 0.9617 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 03:01:13 - mmengine - INFO - Epoch(train) [198][200/351] lr: 2.3401e-03 eta: 5 days, 19:02:33 time: 1.0085 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 03:02:54 - mmengine - INFO - Epoch(train) [198][300/351] lr: 2.3399e-03 eta: 5 days, 19:00:51 time: 0.9328 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:03:44 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:05:29 - mmengine - INFO - Epoch(train) [199][100/351] lr: 2.3396e-03 eta: 5 days, 18:58:26 time: 0.9331 data_time: 0.0842 memory: 48596 loss: nan
2023/06/10 03:07:09 - mmengine - INFO - Epoch(train) [199][200/351] lr: 2.3393e-03 eta: 5 days, 18:56:28 time: 1.0081 data_time: 0.0847 memory: 48596 loss: nan
2023/06/10 03:08:48 - mmengine - INFO - Epoch(train) [199][300/351] lr: 2.3391e-03 eta: 5 days, 18:54:28 time: 0.9728 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 03:09:38 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:11:24 - mmengine - INFO - Epoch(train) [200][100/351] lr: 2.3388e-03 eta: 5 days, 18:52:17 time: 0.9548 data_time: 0.0514 memory: 48596 loss: nan
2023/06/10 03:12:14 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:13:03 - mmengine - INFO - Epoch(train) [200][200/351] lr: 2.3386e-03 eta: 5 days, 18:50:09 time: 0.9780 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 03:14:43 - mmengine - INFO - Epoch(train) [200][300/351] lr: 2.3384e-03 eta: 5 days, 18:48:12 time: 0.9630 data_time: 0.0034 memory: 48596 loss: nan
2023/06/10 03:15:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:15:34 - mmengine - INFO - Saving checkpoint at 200 epochs
2023/06/10 03:17:40 - mmengine - INFO - Epoch(train) [201][100/351] lr: 2.3380e-03 eta: 5 days, 18:45:38 time: 0.9810 data_time: 0.1445 memory: 48596 loss: nan
2023/06/10 03:19:21 - mmengine - INFO - Epoch(train) [201][200/351] lr: 2.3378e-03 eta: 5 days, 18:43:49 time: 1.0005 data_time: 0.1804 memory: 48596 loss: nan
2023/06/10 03:21:02 - mmengine - INFO - Epoch(train) [201][300/351] lr: 2.3376e-03 eta: 5 days, 18:41:59 time: 0.9728 data_time: 0.1471 memory: 48596 loss: nan
2023/06/10 03:21:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:23:36 - mmengine - INFO - Epoch(train) [202][100/351] lr: 2.3373e-03 eta: 5 days, 18:39:30 time: 0.9734 data_time: 0.0033 memory: 48596 loss: nan
2023/06/10 03:25:15 - mmengine - INFO - Epoch(train) [202][200/351] lr: 2.3370e-03 eta: 5 days, 18:37:20 time: 1.0371 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 03:26:58 - mmengine - INFO - Epoch(train) [202][300/351] lr: 2.3368e-03 eta: 5 days, 18:35:53 time: 0.9433 data_time: 0.0024 memory: 48596 loss: nan
2023/06/10 03:27:50 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:29:35 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:29:36 - mmengine - INFO - Epoch(train) [203][100/351] lr: 2.3365e-03 eta: 5 days, 18:34:05 time: 1.0331 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:31:15 - mmengine - INFO - Epoch(train) [203][200/351] lr: 2.3363e-03 eta: 5 days, 18:31:52 time: 0.9557 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:32:58 - mmengine - INFO - Epoch(train) [203][300/351] lr: 2.3360e-03 eta: 5 days, 18:30:25 time: 0.9453 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 03:33:47 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:35:32 - mmengine - INFO - Epoch(train) [204][100/351] lr: 2.3357e-03 eta: 5 days, 18:27:56 time: 1.0825 data_time: 0.1212 memory: 48596 loss: nan
2023/06/10 03:37:14 - mmengine - INFO - Epoch(train) [204][200/351] lr: 2.3355e-03 eta: 5 days, 18:26:17 time: 0.9812 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:38:54 - mmengine - INFO - Epoch(train) [204][300/351] lr: 2.3353e-03 eta: 5 days, 18:24:18 time: 0.9377 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:39:46 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:41:31 - mmengine - INFO - Epoch(train) [205][100/351] lr: 2.3349e-03 eta: 5 days, 18:22:14 time: 0.9705 data_time: 0.0969 memory: 48596 loss: nan
2023/06/10 03:43:09 - mmengine - INFO - Epoch(train) [205][200/351] lr: 2.3347e-03 eta: 5 days, 18:20:04 time: 0.9881 data_time: 0.0033 memory: 48596 loss: nan
2023/06/10 03:44:51 - mmengine - INFO - Epoch(train) [205][300/351] lr: 2.3345e-03 eta: 5 days, 18:18:26 time: 0.9853 data_time: 0.0034 memory: 48596 loss: nan
2023/06/10 03:45:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:46:34 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:47:29 - mmengine - INFO - Epoch(train) [206][100/351] lr: 2.3341e-03 eta: 5 days, 18:16:26 time: 0.9530 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 03:49:06 - mmengine - INFO - Epoch(train) [206][200/351] lr: 2.3339e-03 eta: 5 days, 18:14:08 time: 0.9286 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:50:51 - mmengine - INFO - Epoch(train) [206][300/351] lr: 2.3337e-03 eta: 5 days, 18:12:56 time: 1.0396 data_time: 0.0028 memory: 48596 loss: nan
2023/06/10 03:51:41 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:53:25 - mmengine - INFO - Epoch(train) [207][100/351] lr: 2.3333e-03 eta: 5 days, 18:10:21 time: 0.9628 data_time: 0.0021 memory: 48596 loss: nan
2023/06/10 03:55:06 - mmengine - INFO - Epoch(train) [207][200/351] lr: 2.3331e-03 eta: 5 days, 18:08:34 time: 0.9728 data_time: 0.0023 memory: 48596 loss: nan
2023/06/10 03:56:50 - mmengine - INFO - Epoch(train) [207][300/351] lr: 2.3329e-03 eta: 5 days, 18:07:13 time: 0.9456 data_time: 0.0022 memory: 48596 loss: nan
2023/06/10 03:57:42 - mmengine - INFO - Exp name: mae_vit-base-p16_8xb512-amp-coslr-1600e_pathology_20230609_120904
2023/06/10 03:59:28 - mmengine - INFO - Epoch(train) [208][100/351] lr: 2.3325e-03 eta: 5 days, 18:05:14 time: 0.9475 data_time: 0.0042 memory: 48596 loss: nan