Are models in Table 1 finetuned by the downstream dataset (TGIF-frame or Didemo)?

[May2333]

Hi,

Thank you for your great work! But I would like to know, are the models in Table 1 fine-tuned by the downstream dataset (TGIF-frame or Didemo)? What are the details of the settings in Table 1 (there is only "All variants are pre-trained on WebVid [3] for 5 epochs" in your paper)? Because I trained your model with spatial-focused image feature targets (5 epochs for webvid-2.5M, 10 epochs for Didemo) and found that the R1 for the Didemo dataset is 25.23 (35.4 in your paper). Am I missing something here? Any reply would be helpful!

Best wishes!

[tsujuifu]

We use pre-trained ckpt and find-tune on downstream tasks in Table 1. For text-to-retrieval, a larger batch size may lead to a better performance.

Here is the log of our re-implementation (PyTorch 1.12 / CUDA 11.3):

TGIF-Frame (68.5)

01/05/2024 14:08:09 - INFO - __main__ - Saved training meta infomation...
01/05/2024 14:08:09 - INFO - __main__ - Zero-shot Evaluation
01/05/2024 14:08:20 - INFO - __main__ - ZS (val): 12.74, 35.28
01/05/2024 14:08:58 - INFO - __main__ - ZS (test): 12.11, 33.66
01/05/2024 14:08:58 - INFO - __main__ - Start training....
01/05/2024 14:08:59 - INFO - __main__ - ep: 1, step: 1, lr_swin: 1.00e-08, lr_bert: 1.00e-08, max memory: 2.12 GB
01/05/2024 14:09:08 - INFO - __main__ - ep: 1, step: 21, lr_swin: 1.13e-08, lr_bert: 1.13e-08, max memory: 8.70 GB
01/05/2024 14:09:17 - INFO - __main__ - ep: 1, step: 41, lr_swin: 2.25e-07, lr_bert: 2.25e-07, max memory: 8.70 GB
01/05/2024 14:09:27 - INFO - __main__ - ep: 1, step: 61, lr_swin: 4.51e-07, lr_bert: 4.51e-07, max memory: 8.70 GB
01/05/2024 14:09:37 - INFO - __main__ - ep: 1, step: 81, lr_swin: 6.76e-07, lr_bert: 6.76e-07, max memory: 8.70 GB
01/05/2024 14:09:47 - INFO - __main__ - ep: 1, step: 101, lr_swin: 9.02e-07, lr_bert: 9.02e-07, max memory: 8.70 GB
01/05/2024 14:09:57 - INFO - __main__ - ep: 1, step: 121, lr_swin: 1.13e-06, lr_bert: 1.13e-06, max memory: 8.70 GB
01/05/2024 14:10:07 - INFO - __main__ - ep: 1, step: 141, lr_swin: 1.35e-06, lr_bert: 1.35e-06, max memory: 8.70 GB
01/05/2024 14:10:16 - INFO - __main__ - ep: 1, step: 161, lr_swin: 1.58e-06, lr_bert: 1.58e-06, max memory: 8.70 GB
01/05/2024 14:10:26 - INFO - __main__ - ep: 1, step: 181, lr_swin: 1.80e-06, lr_bert: 1.80e-06, max memory: 8.70 GB
01/05/2024 14:10:36 - INFO - __main__ - ep: 1, step: 201, lr_swin: 2.03e-06, lr_bert: 2.03e-06, max memory: 8.70 GB
01/05/2024 14:10:46 - INFO - __main__ - ep: 1, step: 221, lr_swin: 2.25e-06, lr_bert: 2.25e-06, max memory: 8.70 GB
01/05/2024 14:10:55 - INFO - __main__ - ep: 1, step: 241, lr_swin: 2.47e-06, lr_bert: 2.47e-06, max memory: 8.70 GB
01/05/2024 14:11:05 - INFO - __main__ - ep: 1, step: 261, lr_swin: 2.69e-06, lr_bert: 2.69e-06, max memory: 8.70 GB
01/05/2024 14:11:15 - INFO - __main__ - ep: 1, step: 281, lr_swin: 2.92e-06, lr_bert: 2.92e-06, max memory: 8.70 GB
01/05/2024 14:11:25 - INFO - __main__ - ep: 1, step: 301, lr_swin: 3.15e-06, lr_bert: 3.15e-06, max memory: 8.70 GB
01/05/2024 14:11:35 - INFO - __main__ - ep: 1, step: 321, lr_swin: 3.37e-06, lr_bert: 3.37e-06, max memory: 8.70 GB
01/05/2024 14:11:44 - INFO - __main__ - ep: 1, step: 341, lr_swin: 3.60e-06, lr_bert: 3.60e-06, max memory: 8.70 GB
01/05/2024 14:11:54 - INFO - __main__ - ep: 1, step: 361, lr_swin: 3.82e-06, lr_bert: 3.82e-06, max memory: 8.70 GB
01/05/2024 14:12:04 - INFO - __main__ - ep: 1, step: 381, lr_swin: 4.05e-06, lr_bert: 4.05e-06, max memory: 8.70 GB
01/05/2024 14:12:14 - INFO - __main__ - ep: 1, step: 401, lr_swin: 4.27e-06, lr_bert: 4.27e-06, max memory: 8.70 GB
01/05/2024 14:12:24 - INFO - __main__ - ep: 1, step: 421, lr_swin: 4.50e-06, lr_bert: 4.50e-06, max memory: 8.70 GB
01/05/2024 14:12:34 - INFO - __main__ - ep: 1, step: 441, lr_swin: 4.72e-06, lr_bert: 4.72e-06, max memory: 8.70 GB
01/05/2024 14:12:43 - INFO - __main__ - ep: 1, step: 461, lr_swin: 4.95e-06, lr_bert: 4.95e-06, max memory: 8.70 GB
01/05/2024 14:12:53 - INFO - __main__ - ep: 1, step: 481, lr_swin: 5.17e-06, lr_bert: 5.17e-06, max memory: 8.70 GB
01/05/2024 14:13:03 - INFO - __main__ - ep: 1, step: 501, lr_swin: 5.40e-06, lr_bert: 5.40e-06, max memory: 8.70 GB
01/05/2024 14:13:13 - INFO - __main__ - ep: 1, step: 521, lr_swin: 5.63e-06, lr_bert: 5.63e-06, max memory: 8.70 GB
01/05/2024 14:13:23 - INFO - __main__ - ep: 1, step: 541, lr_swin: 5.85e-06, lr_bert: 5.85e-06, max memory: 8.70 GB
01/05/2024 14:13:33 - INFO - __main__ - ep: 1, step: 561, lr_swin: 6.08e-06, lr_bert: 6.08e-06, max memory: 8.70 GB
01/05/2024 14:13:42 - INFO - __main__ - ep: 1, step: 581, lr_swin: 6.30e-06, lr_bert: 6.30e-06, max memory: 8.70 GB
01/05/2024 14:13:52 - INFO - __main__ - ep: 1, step: 601, lr_swin: 6.53e-06, lr_bert: 6.53e-06, max memory: 8.70 GB
01/05/2024 14:14:02 - INFO - __main__ - ep: 1, step: 621, lr_swin: 6.75e-06, lr_bert: 6.75e-06, max memory: 8.70 GB
01/05/2024 14:14:12 - INFO - __main__ - ep: 1, step: 641, lr_swin: 6.98e-06, lr_bert: 6.98e-06, max memory: 8.70 GB
01/05/2024 14:14:22 - INFO - __main__ - ep: 1, step: 661, lr_swin: 7.20e-06, lr_bert: 7.20e-06, max memory: 8.70 GB
01/05/2024 14:14:31 - INFO - __main__ - ep: 1, step: 681, lr_swin: 7.43e-06, lr_bert: 7.43e-06, max memory: 8.70 GB
01/05/2024 14:14:41 - INFO - __main__ - ep: 1, step: 701, lr_swin: 7.66e-06, lr_bert: 7.66e-06, max memory: 8.70 GB
01/05/2024 14:14:51 - INFO - __main__ - ep: 1, step: 721, lr_swin: 7.88e-06, lr_bert: 7.88e-06, max memory: 8.70 GB
01/05/2024 14:15:01 - INFO - __main__ - ep: 1, step: 741, lr_swin: 8.11e-06, lr_bert: 8.11e-06, max memory: 8.70 GB
01/05/2024 14:15:11 - INFO - __main__ - ep: 1, step: 761, lr_swin: 8.33e-06, lr_bert: 8.33e-06, max memory: 8.70 GB
01/05/2024 14:15:20 - INFO - __main__ - ep: 1, step: 781, lr_swin: 8.56e-06, lr_bert: 8.56e-06, max memory: 8.70 GB
01/05/2024 14:15:30 - INFO - __main__ - ep: 1, step: 801, lr_swin: 8.78e-06, lr_bert: 8.78e-06, max memory: 8.70 GB
01/05/2024 14:15:40 - INFO - __main__ - ep: 1, step: 821, lr_swin: 9.01e-06, lr_bert: 9.01e-06, max memory: 8.70 GB
01/05/2024 14:15:50 - INFO - __main__ - ep: 1, step: 841, lr_swin: 9.23e-06, lr_bert: 9.23e-06, max memory: 8.70 GB
01/05/2024 14:16:00 - INFO - __main__ - ep: 1, step: 861, lr_swin: 9.46e-06, lr_bert: 9.46e-06, max memory: 8.70 GB
01/05/2024 14:16:09 - INFO - __main__ - ep: 1, step: 881, lr_swin: 9.68e-06, lr_bert: 9.68e-06, max memory: 8.70 GB
01/05/2024 14:16:13 - INFO - __main__ - ep: 1, step: 887, lr_swin: 9.76e-06, lr_bert: 9.76e-06, max memory: 8.70 GB
01/05/2024 14:16:13 - INFO - __main__ - Ep 0, Loss (train): 2.1433e+02
01/05/2024 14:16:25 - INFO - __main__ - Ep 0, Acc (val): 62.89, 86.47
01/05/2024 14:17:03 - INFO - __main__ - Ep 0, Acc (test): 62.57, 85.84
01/05/2024 14:17:05 - INFO - __main__ - ep: 2, step: 1, lr_swin: 9.76e-06, lr_bert: 9.76e-06, max memory: 8.70 GB
01/05/2024 14:17:14 - INFO - __main__ - ep: 2, step: 21, lr_swin: 9.99e-06, lr_bert: 9.99e-06, max memory: 8.70 GB
01/05/2024 14:17:24 - INFO - __main__ - ep: 2, step: 41, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 8.70 GB
01/05/2024 14:17:35 - INFO - __main__ - ep: 2, step: 61, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 8.70 GB
01/05/2024 14:17:44 - INFO - __main__ - ep: 2, step: 81, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 8.70 GB
01/05/2024 14:17:54 - INFO - __main__ - ep: 2, step: 101, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 8.70 GB
01/05/2024 14:18:04 - INFO - __main__ - ep: 2, step: 121, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 14:18:14 - INFO - __main__ - ep: 2, step: 141, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 8.70 GB
01/05/2024 14:18:24 - INFO - __main__ - ep: 2, step: 161, lr_swin: 1.16e-05, lr_bert: 1.16e-05, max memory: 8.70 GB
01/05/2024 14:18:34 - INFO - __main__ - ep: 2, step: 181, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 8.70 GB
01/05/2024 14:18:44 - INFO - __main__ - ep: 2, step: 201, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 8.70 GB
01/05/2024 14:18:53 - INFO - __main__ - ep: 2, step: 221, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 8.70 GB
01/05/2024 14:19:03 - INFO - __main__ - ep: 2, step: 241, lr_swin: 1.25e-05, lr_bert: 1.25e-05, max memory: 8.70 GB
01/05/2024 14:19:13 - INFO - __main__ - ep: 2, step: 261, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 8.70 GB
01/05/2024 14:19:23 - INFO - __main__ - ep: 2, step: 281, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 8.70 GB
01/05/2024 14:19:33 - INFO - __main__ - ep: 2, step: 301, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 8.70 GB
01/05/2024 14:19:43 - INFO - __main__ - ep: 2, step: 321, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 14:19:52 - INFO - __main__ - ep: 2, step: 341, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 8.70 GB
01/05/2024 14:20:02 - INFO - __main__ - ep: 2, step: 361, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 8.70 GB
01/05/2024 14:20:12 - INFO - __main__ - ep: 2, step: 381, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 8.70 GB
01/05/2024 14:20:22 - INFO - __main__ - ep: 2, step: 401, lr_swin: 1.43e-05, lr_bert: 1.43e-05, max memory: 8.70 GB
01/05/2024 14:20:32 - INFO - __main__ - ep: 2, step: 421, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 14:20:42 - INFO - __main__ - ep: 2, step: 441, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 8.70 GB
01/05/2024 14:20:51 - INFO - __main__ - ep: 2, step: 461, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 8.70 GB
01/05/2024 14:21:01 - INFO - __main__ - ep: 2, step: 481, lr_swin: 1.52e-05, lr_bert: 1.52e-05, max memory: 8.70 GB
01/05/2024 14:21:11 - INFO - __main__ - ep: 2, step: 501, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 8.70 GB
01/05/2024 14:21:21 - INFO - __main__ - ep: 2, step: 521, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:21:31 - INFO - __main__ - ep: 2, step: 541, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 8.70 GB
01/05/2024 14:21:41 - INFO - __main__ - ep: 2, step: 561, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 8.70 GB
01/05/2024 14:21:50 - INFO - __main__ - ep: 2, step: 581, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 8.70 GB
01/05/2024 14:22:00 - INFO - __main__ - ep: 2, step: 601, lr_swin: 1.65e-05, lr_bert: 1.65e-05, max memory: 8.70 GB
01/05/2024 14:22:10 - INFO - __main__ - ep: 2, step: 621, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:22:20 - INFO - __main__ - ep: 2, step: 641, lr_swin: 1.70e-05, lr_bert: 1.70e-05, max memory: 8.70 GB
01/05/2024 14:22:30 - INFO - __main__ - ep: 2, step: 661, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 8.70 GB
01/05/2024 14:22:40 - INFO - __main__ - ep: 2, step: 681, lr_swin: 1.74e-05, lr_bert: 1.74e-05, max memory: 8.70 GB
01/05/2024 14:22:49 - INFO - __main__ - ep: 2, step: 701, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 8.70 GB
01/05/2024 14:22:59 - INFO - __main__ - ep: 2, step: 721, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 8.70 GB
01/05/2024 14:23:09 - INFO - __main__ - ep: 2, step: 741, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 8.70 GB
01/05/2024 14:23:19 - INFO - __main__ - ep: 2, step: 761, lr_swin: 1.83e-05, lr_bert: 1.83e-05, max memory: 8.70 GB
01/05/2024 14:23:29 - INFO - __main__ - ep: 2, step: 781, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 8.70 GB
01/05/2024 14:23:39 - INFO - __main__ - ep: 2, step: 801, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 8.70 GB
01/05/2024 14:23:48 - INFO - __main__ - ep: 2, step: 821, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 8.70 GB
01/05/2024 14:23:58 - INFO - __main__ - ep: 2, step: 841, lr_swin: 1.92e-05, lr_bert: 1.92e-05, max memory: 8.70 GB
01/05/2024 14:24:08 - INFO - __main__ - ep: 2, step: 861, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 8.70 GB
01/05/2024 14:24:18 - INFO - __main__ - ep: 2, step: 881, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 8.70 GB
01/05/2024 14:24:21 - INFO - __main__ - ep: 2, step: 887, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:24:21 - INFO - __main__ - Ep 1, Loss (train): 1.3788e+02
01/05/2024 14:24:33 - INFO - __main__ - Ep 1, Acc (val): 66.35, 87.59
01/05/2024 14:25:12 - INFO - __main__ - Ep 1, Acc (test): 65.56, 86.99
01/05/2024 14:25:13 - INFO - __main__ - ep: 3, step: 1, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:25:23 - INFO - __main__ - ep: 3, step: 21, lr_swin: 2.00e-05, lr_bert: 2.00e-05, max memory: 8.70 GB
01/05/2024 14:25:33 - INFO - __main__ - ep: 3, step: 41, lr_swin: 2.00e-05, lr_bert: 2.00e-05, max memory: 8.70 GB
01/05/2024 14:25:42 - INFO - __main__ - ep: 3, step: 61, lr_swin: 2.00e-05, lr_bert: 2.00e-05, max memory: 8.70 GB
01/05/2024 14:25:52 - INFO - __main__ - ep: 3, step: 81, lr_swin: 1.99e-05, lr_bert: 1.99e-05, max memory: 8.70 GB
01/05/2024 14:26:02 - INFO - __main__ - ep: 3, step: 101, lr_swin: 1.99e-05, lr_bert: 1.99e-05, max memory: 8.70 GB
01/05/2024 14:26:12 - INFO - __main__ - ep: 3, step: 121, lr_swin: 1.99e-05, lr_bert: 1.99e-05, max memory: 8.70 GB
01/05/2024 14:26:22 - INFO - __main__ - ep: 3, step: 141, lr_swin: 1.99e-05, lr_bert: 1.99e-05, max memory: 8.70 GB
01/05/2024 14:26:32 - INFO - __main__ - ep: 3, step: 161, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:26:41 - INFO - __main__ - ep: 3, step: 181, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:26:51 - INFO - __main__ - ep: 3, step: 201, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:27:01 - INFO - __main__ - ep: 3, step: 221, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 8.70 GB
01/05/2024 14:27:11 - INFO - __main__ - ep: 3, step: 241, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 8.70 GB
01/05/2024 14:27:21 - INFO - __main__ - ep: 3, step: 261, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 8.70 GB
01/05/2024 14:27:31 - INFO - __main__ - ep: 3, step: 281, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 8.70 GB
01/05/2024 14:27:40 - INFO - __main__ - ep: 3, step: 301, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 8.70 GB
01/05/2024 14:27:50 - INFO - __main__ - ep: 3, step: 321, lr_swin: 1.96e-05, lr_bert: 1.96e-05, max memory: 8.70 GB
01/05/2024 14:28:00 - INFO - __main__ - ep: 3, step: 341, lr_swin: 1.96e-05, lr_bert: 1.96e-05, max memory: 8.70 GB
01/05/2024 14:28:10 - INFO - __main__ - ep: 3, step: 361, lr_swin: 1.96e-05, lr_bert: 1.96e-05, max memory: 8.70 GB
01/05/2024 14:28:20 - INFO - __main__ - ep: 3, step: 381, lr_swin: 1.96e-05, lr_bert: 1.96e-05, max memory: 8.70 GB
01/05/2024 14:28:30 - INFO - __main__ - ep: 3, step: 401, lr_swin: 1.95e-05, lr_bert: 1.95e-05, max memory: 8.70 GB
01/05/2024 14:28:39 - INFO - __main__ - ep: 3, step: 421, lr_swin: 1.95e-05, lr_bert: 1.95e-05, max memory: 8.70 GB
01/05/2024 14:28:49 - INFO - __main__ - ep: 3, step: 441, lr_swin: 1.95e-05, lr_bert: 1.95e-05, max memory: 8.70 GB
01/05/2024 14:28:59 - INFO - __main__ - ep: 3, step: 461, lr_swin: 1.95e-05, lr_bert: 1.95e-05, max memory: 8.70 GB
01/05/2024 14:29:09 - INFO - __main__ - ep: 3, step: 481, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 8.70 GB
01/05/2024 14:29:19 - INFO - __main__ - ep: 3, step: 501, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 8.70 GB
01/05/2024 14:29:29 - INFO - __main__ - ep: 3, step: 521, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 8.70 GB
01/05/2024 14:29:38 - INFO - __main__ - ep: 3, step: 541, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 8.70 GB
01/05/2024 14:29:48 - INFO - __main__ - ep: 3, step: 561, lr_swin: 1.93e-05, lr_bert: 1.93e-05, max memory: 8.70 GB
01/05/2024 14:29:58 - INFO - __main__ - ep: 3, step: 581, lr_swin: 1.93e-05, lr_bert: 1.93e-05, max memory: 8.70 GB
01/05/2024 14:30:08 - INFO - __main__ - ep: 3, step: 601, lr_swin: 1.93e-05, lr_bert: 1.93e-05, max memory: 8.70 GB
01/05/2024 14:30:18 - INFO - __main__ - ep: 3, step: 621, lr_swin: 1.93e-05, lr_bert: 1.93e-05, max memory: 8.70 GB
01/05/2024 14:30:27 - INFO - __main__ - ep: 3, step: 641, lr_swin: 1.92e-05, lr_bert: 1.92e-05, max memory: 8.70 GB
01/05/2024 14:30:37 - INFO - __main__ - ep: 3, step: 661, lr_swin: 1.92e-05, lr_bert: 1.92e-05, max memory: 8.70 GB
01/05/2024 14:30:47 - INFO - __main__ - ep: 3, step: 681, lr_swin: 1.92e-05, lr_bert: 1.92e-05, max memory: 8.70 GB
01/05/2024 14:30:57 - INFO - __main__ - ep: 3, step: 701, lr_swin: 1.92e-05, lr_bert: 1.92e-05, max memory: 8.70 GB
01/05/2024 14:31:07 - INFO - __main__ - ep: 3, step: 721, lr_swin: 1.91e-05, lr_bert: 1.91e-05, max memory: 8.70 GB
01/05/2024 14:31:17 - INFO - __main__ - ep: 3, step: 741, lr_swin: 1.91e-05, lr_bert: 1.91e-05, max memory: 8.70 GB
01/05/2024 14:31:26 - INFO - __main__ - ep: 3, step: 761, lr_swin: 1.91e-05, lr_bert: 1.91e-05, max memory: 8.70 GB
01/05/2024 14:31:36 - INFO - __main__ - ep: 3, step: 781, lr_swin: 1.91e-05, lr_bert: 1.91e-05, max memory: 8.70 GB
01/05/2024 14:31:46 - INFO - __main__ - ep: 3, step: 801, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 8.70 GB
01/05/2024 14:31:56 - INFO - __main__ - ep: 3, step: 821, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 8.70 GB
01/05/2024 14:32:06 - INFO - __main__ - ep: 3, step: 841, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 8.70 GB
01/05/2024 14:32:16 - INFO - __main__ - ep: 3, step: 861, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 8.70 GB
01/05/2024 14:32:25 - INFO - __main__ - ep: 3, step: 881, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 8.70 GB
01/05/2024 14:32:29 - INFO - __main__ - ep: 3, step: 887, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 8.70 GB
01/05/2024 14:32:29 - INFO - __main__ - Ep 2, Loss (train): 1.1249e+02
01/05/2024 14:32:41 - INFO - __main__ - Ep 2, Acc (val): 68.12, 87.82
01/05/2024 14:33:19 - INFO - __main__ - Ep 2, Acc (test): 66.88, 87.36
01/05/2024 14:33:20 - INFO - __main__ - ep: 4, step: 1, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 8.70 GB
01/05/2024 14:33:30 - INFO - __main__ - ep: 4, step: 21, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 8.70 GB
01/05/2024 14:33:40 - INFO - __main__ - ep: 4, step: 41, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 8.70 GB
01/05/2024 14:33:50 - INFO - __main__ - ep: 4, step: 61, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 8.70 GB
01/05/2024 14:34:00 - INFO - __main__ - ep: 4, step: 81, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 8.70 GB
01/05/2024 14:34:10 - INFO - __main__ - ep: 4, step: 101, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 8.70 GB
01/05/2024 14:34:19 - INFO - __main__ - ep: 4, step: 121, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 8.70 GB
01/05/2024 14:34:29 - INFO - __main__ - ep: 4, step: 141, lr_swin: 1.87e-05, lr_bert: 1.87e-05, max memory: 8.70 GB
01/05/2024 14:34:39 - INFO - __main__ - ep: 4, step: 161, lr_swin: 1.87e-05, lr_bert: 1.87e-05, max memory: 8.70 GB
01/05/2024 14:34:49 - INFO - __main__ - ep: 4, step: 181, lr_swin: 1.87e-05, lr_bert: 1.87e-05, max memory: 8.70 GB
01/05/2024 14:34:59 - INFO - __main__ - ep: 4, step: 201, lr_swin: 1.87e-05, lr_bert: 1.87e-05, max memory: 8.70 GB
01/05/2024 14:35:08 - INFO - __main__ - ep: 4, step: 221, lr_swin: 1.86e-05, lr_bert: 1.86e-05, max memory: 8.70 GB
01/05/2024 14:35:18 - INFO - __main__ - ep: 4, step: 241, lr_swin: 1.86e-05, lr_bert: 1.86e-05, max memory: 8.70 GB
01/05/2024 14:35:28 - INFO - __main__ - ep: 4, step: 261, lr_swin: 1.86e-05, lr_bert: 1.86e-05, max memory: 8.70 GB
01/05/2024 14:35:38 - INFO - __main__ - ep: 4, step: 281, lr_swin: 1.86e-05, lr_bert: 1.86e-05, max memory: 8.70 GB
01/05/2024 14:35:48 - INFO - __main__ - ep: 4, step: 301, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 8.70 GB
01/05/2024 14:35:58 - INFO - __main__ - ep: 4, step: 321, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 8.70 GB
01/05/2024 14:36:07 - INFO - __main__ - ep: 4, step: 341, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 8.70 GB
01/05/2024 14:36:17 - INFO - __main__ - ep: 4, step: 361, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 8.70 GB
01/05/2024 14:36:27 - INFO - __main__ - ep: 4, step: 381, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 8.70 GB
01/05/2024 14:36:37 - INFO - __main__ - ep: 4, step: 401, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 8.70 GB
01/05/2024 14:36:47 - INFO - __main__ - ep: 4, step: 421, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 8.70 GB
01/05/2024 14:36:56 - INFO - __main__ - ep: 4, step: 441, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 8.70 GB
01/05/2024 14:37:06 - INFO - __main__ - ep: 4, step: 461, lr_swin: 1.83e-05, lr_bert: 1.83e-05, max memory: 8.70 GB
01/05/2024 14:37:16 - INFO - __main__ - ep: 4, step: 481, lr_swin: 1.83e-05, lr_bert: 1.83e-05, max memory: 8.70 GB
01/05/2024 14:37:26 - INFO - __main__ - ep: 4, step: 501, lr_swin: 1.83e-05, lr_bert: 1.83e-05, max memory: 8.70 GB
01/05/2024 14:37:36 - INFO - __main__ - ep: 4, step: 521, lr_swin: 1.83e-05, lr_bert: 1.83e-05, max memory: 8.70 GB
01/05/2024 14:37:45 - INFO - __main__ - ep: 4, step: 541, lr_swin: 1.82e-05, lr_bert: 1.82e-05, max memory: 8.70 GB
01/05/2024 14:37:55 - INFO - __main__ - ep: 4, step: 561, lr_swin: 1.82e-05, lr_bert: 1.82e-05, max memory: 8.70 GB
01/05/2024 14:38:05 - INFO - __main__ - ep: 4, step: 581, lr_swin: 1.82e-05, lr_bert: 1.82e-05, max memory: 8.70 GB
01/05/2024 14:38:15 - INFO - __main__ - ep: 4, step: 601, lr_swin: 1.82e-05, lr_bert: 1.82e-05, max memory: 8.70 GB
01/05/2024 14:38:25 - INFO - __main__ - ep: 4, step: 621, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 8.70 GB
01/05/2024 14:38:35 - INFO - __main__ - ep: 4, step: 641, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 8.70 GB
01/05/2024 14:38:44 - INFO - __main__ - ep: 4, step: 661, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 8.70 GB
01/05/2024 14:38:54 - INFO - __main__ - ep: 4, step: 681, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 8.70 GB
01/05/2024 14:39:04 - INFO - __main__ - ep: 4, step: 701, lr_swin: 1.80e-05, lr_bert: 1.80e-05, max memory: 8.70 GB
01/05/2024 14:39:14 - INFO - __main__ - ep: 4, step: 721, lr_swin: 1.80e-05, lr_bert: 1.80e-05, max memory: 8.70 GB
01/05/2024 14:39:24 - INFO - __main__ - ep: 4, step: 741, lr_swin: 1.80e-05, lr_bert: 1.80e-05, max memory: 8.70 GB
01/05/2024 14:39:34 - INFO - __main__ - ep: 4, step: 761, lr_swin: 1.80e-05, lr_bert: 1.80e-05, max memory: 8.70 GB
01/05/2024 14:39:43 - INFO - __main__ - ep: 4, step: 781, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 8.70 GB
01/05/2024 14:39:53 - INFO - __main__ - ep: 4, step: 801, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 8.70 GB
01/05/2024 14:40:03 - INFO - __main__ - ep: 4, step: 821, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 8.70 GB
01/05/2024 14:40:13 - INFO - __main__ - ep: 4, step: 841, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 8.70 GB
01/05/2024 14:40:23 - INFO - __main__ - ep: 4, step: 861, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:40:32 - INFO - __main__ - ep: 4, step: 881, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:40:36 - INFO - __main__ - ep: 4, step: 887, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:40:36 - INFO - __main__ - Ep 3, Loss (train): 8.6014e+01
01/05/2024 14:40:48 - INFO - __main__ - Ep 3, Acc (val): 67.56, 87.56
01/05/2024 14:41:26 - INFO - __main__ - Ep 3, Acc (test): 66.91, 86.99
01/05/2024 14:41:27 - INFO - __main__ - ep: 5, step: 1, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:41:37 - INFO - __main__ - ep: 5, step: 21, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:41:47 - INFO - __main__ - ep: 5, step: 41, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 8.70 GB
01/05/2024 14:41:57 - INFO - __main__ - ep: 5, step: 61, lr_swin: 1.77e-05, lr_bert: 1.77e-05, max memory: 8.70 GB
01/05/2024 14:42:07 - INFO - __main__ - ep: 5, step: 81, lr_swin: 1.77e-05, lr_bert: 1.77e-05, max memory: 8.70 GB
01/05/2024 14:42:17 - INFO - __main__ - ep: 5, step: 101, lr_swin: 1.77e-05, lr_bert: 1.77e-05, max memory: 8.70 GB
01/05/2024 14:42:26 - INFO - __main__ - ep: 5, step: 121, lr_swin: 1.77e-05, lr_bert: 1.77e-05, max memory: 8.70 GB
01/05/2024 14:42:36 - INFO - __main__ - ep: 5, step: 141, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 8.70 GB
01/05/2024 14:42:46 - INFO - __main__ - ep: 5, step: 161, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 8.70 GB
01/05/2024 14:42:56 - INFO - __main__ - ep: 5, step: 181, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 8.70 GB
01/05/2024 14:43:06 - INFO - __main__ - ep: 5, step: 201, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 8.70 GB
01/05/2024 14:43:15 - INFO - __main__ - ep: 5, step: 221, lr_swin: 1.75e-05, lr_bert: 1.75e-05, max memory: 8.70 GB
01/05/2024 14:43:25 - INFO - __main__ - ep: 5, step: 241, lr_swin: 1.75e-05, lr_bert: 1.75e-05, max memory: 8.70 GB
01/05/2024 14:43:35 - INFO - __main__ - ep: 5, step: 261, lr_swin: 1.75e-05, lr_bert: 1.75e-05, max memory: 8.70 GB
01/05/2024 14:43:45 - INFO - __main__ - ep: 5, step: 281, lr_swin: 1.75e-05, lr_bert: 1.75e-05, max memory: 8.70 GB
01/05/2024 14:43:55 - INFO - __main__ - ep: 5, step: 301, lr_swin: 1.74e-05, lr_bert: 1.74e-05, max memory: 8.70 GB
01/05/2024 14:44:04 - INFO - __main__ - ep: 5, step: 321, lr_swin: 1.74e-05, lr_bert: 1.74e-05, max memory: 8.70 GB
01/05/2024 14:44:14 - INFO - __main__ - ep: 5, step: 341, lr_swin: 1.74e-05, lr_bert: 1.74e-05, max memory: 8.70 GB
01/05/2024 14:44:24 - INFO - __main__ - ep: 5, step: 361, lr_swin: 1.74e-05, lr_bert: 1.74e-05, max memory: 8.70 GB
01/05/2024 14:44:34 - INFO - __main__ - ep: 5, step: 381, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 8.70 GB
01/05/2024 14:44:44 - INFO - __main__ - ep: 5, step: 401, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 8.70 GB
01/05/2024 14:44:54 - INFO - __main__ - ep: 5, step: 421, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 8.70 GB
01/05/2024 14:45:03 - INFO - __main__ - ep: 5, step: 441, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 8.70 GB
01/05/2024 14:45:13 - INFO - __main__ - ep: 5, step: 461, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 8.70 GB
01/05/2024 14:45:23 - INFO - __main__ - ep: 5, step: 481, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 8.70 GB
01/05/2024 14:45:33 - INFO - __main__ - ep: 5, step: 501, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 8.70 GB
01/05/2024 14:45:43 - INFO - __main__ - ep: 5, step: 521, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 8.70 GB
01/05/2024 14:45:52 - INFO - __main__ - ep: 5, step: 541, lr_swin: 1.71e-05, lr_bert: 1.71e-05, max memory: 8.70 GB
01/05/2024 14:46:02 - INFO - __main__ - ep: 5, step: 561, lr_swin: 1.71e-05, lr_bert: 1.71e-05, max memory: 8.70 GB
01/05/2024 14:46:12 - INFO - __main__ - ep: 5, step: 581, lr_swin: 1.71e-05, lr_bert: 1.71e-05, max memory: 8.70 GB
01/05/2024 14:46:22 - INFO - __main__ - ep: 5, step: 601, lr_swin: 1.71e-05, lr_bert: 1.71e-05, max memory: 8.70 GB
01/05/2024 14:46:32 - INFO - __main__ - ep: 5, step: 621, lr_swin: 1.70e-05, lr_bert: 1.70e-05, max memory: 8.70 GB
01/05/2024 14:46:42 - INFO - __main__ - ep: 5, step: 641, lr_swin: 1.70e-05, lr_bert: 1.70e-05, max memory: 8.70 GB
01/05/2024 14:46:51 - INFO - __main__ - ep: 5, step: 661, lr_swin: 1.70e-05, lr_bert: 1.70e-05, max memory: 8.70 GB
01/05/2024 14:47:01 - INFO - __main__ - ep: 5, step: 681, lr_swin: 1.70e-05, lr_bert: 1.70e-05, max memory: 8.70 GB
01/05/2024 14:47:11 - INFO - __main__ - ep: 5, step: 701, lr_swin: 1.69e-05, lr_bert: 1.69e-05, max memory: 8.70 GB
01/05/2024 14:47:21 - INFO - __main__ - ep: 5, step: 721, lr_swin: 1.69e-05, lr_bert: 1.69e-05, max memory: 8.70 GB
01/05/2024 14:47:31 - INFO - __main__ - ep: 5, step: 741, lr_swin: 1.69e-05, lr_bert: 1.69e-05, max memory: 8.70 GB
01/05/2024 14:47:40 - INFO - __main__ - ep: 5, step: 761, lr_swin: 1.69e-05, lr_bert: 1.69e-05, max memory: 8.70 GB
01/05/2024 14:47:50 - INFO - __main__ - ep: 5, step: 781, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 8.70 GB
01/05/2024 14:48:00 - INFO - __main__ - ep: 5, step: 801, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 8.70 GB
01/05/2024 14:48:10 - INFO - __main__ - ep: 5, step: 821, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 8.70 GB
01/05/2024 14:48:20 - INFO - __main__ - ep: 5, step: 841, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 8.70 GB
01/05/2024 14:48:30 - INFO - __main__ - ep: 5, step: 861, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:48:39 - INFO - __main__ - ep: 5, step: 881, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:48:43 - INFO - __main__ - ep: 5, step: 887, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:48:43 - INFO - __main__ - Ep 4, Loss (train): 6.5694e+01
01/05/2024 14:48:54 - INFO - __main__ - Ep 4, Acc (val): 67.34, 87.61
01/05/2024 14:49:33 - INFO - __main__ - Ep 4, Acc (test): 65.48, 86.86
01/05/2024 14:49:34 - INFO - __main__ - ep: 6, step: 1, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:49:44 - INFO - __main__ - ep: 6, step: 21, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 8.70 GB
01/05/2024 14:49:54 - INFO - __main__ - ep: 6, step: 41, lr_swin: 1.66e-05, lr_bert: 1.66e-05, max memory: 8.70 GB
01/05/2024 14:50:04 - INFO - __main__ - ep: 6, step: 61, lr_swin: 1.66e-05, lr_bert: 1.66e-05, max memory: 8.70 GB
01/05/2024 14:50:14 - INFO - __main__ - ep: 6, step: 81, lr_swin: 1.66e-05, lr_bert: 1.66e-05, max memory: 8.70 GB
01/05/2024 14:50:24 - INFO - __main__ - ep: 6, step: 101, lr_swin: 1.66e-05, lr_bert: 1.66e-05, max memory: 8.70 GB
01/05/2024 14:50:33 - INFO - __main__ - ep: 6, step: 121, lr_swin: 1.65e-05, lr_bert: 1.65e-05, max memory: 8.70 GB
01/05/2024 14:50:43 - INFO - __main__ - ep: 6, step: 141, lr_swin: 1.65e-05, lr_bert: 1.65e-05, max memory: 8.70 GB
01/05/2024 14:50:53 - INFO - __main__ - ep: 6, step: 161, lr_swin: 1.65e-05, lr_bert: 1.65e-05, max memory: 8.70 GB
01/05/2024 14:51:03 - INFO - __main__ - ep: 6, step: 181, lr_swin: 1.65e-05, lr_bert: 1.65e-05, max memory: 8.70 GB
01/05/2024 14:51:13 - INFO - __main__ - ep: 6, step: 201, lr_swin: 1.64e-05, lr_bert: 1.64e-05, max memory: 8.70 GB
01/05/2024 14:51:23 - INFO - __main__ - ep: 6, step: 221, lr_swin: 1.64e-05, lr_bert: 1.64e-05, max memory: 8.70 GB
01/05/2024 14:51:32 - INFO - __main__ - ep: 6, step: 241, lr_swin: 1.64e-05, lr_bert: 1.64e-05, max memory: 8.70 GB
01/05/2024 14:51:42 - INFO - __main__ - ep: 6, step: 261, lr_swin: 1.64e-05, lr_bert: 1.64e-05, max memory: 8.70 GB
01/05/2024 14:51:52 - INFO - __main__ - ep: 6, step: 281, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 8.70 GB
01/05/2024 14:52:02 - INFO - __main__ - ep: 6, step: 301, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 8.70 GB
01/05/2024 14:52:12 - INFO - __main__ - ep: 6, step: 321, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 8.70 GB
01/05/2024 14:52:21 - INFO - __main__ - ep: 6, step: 341, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 8.70 GB
01/05/2024 14:52:31 - INFO - __main__ - ep: 6, step: 361, lr_swin: 1.62e-05, lr_bert: 1.62e-05, max memory: 8.70 GB
01/05/2024 14:52:41 - INFO - __main__ - ep: 6, step: 381, lr_swin: 1.62e-05, lr_bert: 1.62e-05, max memory: 8.70 GB
01/05/2024 14:52:51 - INFO - __main__ - ep: 6, step: 401, lr_swin: 1.62e-05, lr_bert: 1.62e-05, max memory: 8.70 GB
01/05/2024 14:53:01 - INFO - __main__ - ep: 6, step: 421, lr_swin: 1.62e-05, lr_bert: 1.62e-05, max memory: 8.70 GB
01/05/2024 14:53:11 - INFO - __main__ - ep: 6, step: 441, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 8.70 GB
01/05/2024 14:53:20 - INFO - __main__ - ep: 6, step: 461, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 8.70 GB
01/05/2024 14:53:30 - INFO - __main__ - ep: 6, step: 481, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 8.70 GB
01/05/2024 14:53:40 - INFO - __main__ - ep: 6, step: 501, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 8.70 GB
01/05/2024 14:53:50 - INFO - __main__ - ep: 6, step: 521, lr_swin: 1.60e-05, lr_bert: 1.60e-05, max memory: 8.70 GB
01/05/2024 14:54:00 - INFO - __main__ - ep: 6, step: 541, lr_swin: 1.60e-05, lr_bert: 1.60e-05, max memory: 8.70 GB
01/05/2024 14:54:10 - INFO - __main__ - ep: 6, step: 561, lr_swin: 1.60e-05, lr_bert: 1.60e-05, max memory: 8.70 GB
01/05/2024 14:54:19 - INFO - __main__ - ep: 6, step: 581, lr_swin: 1.60e-05, lr_bert: 1.60e-05, max memory: 8.70 GB
01/05/2024 14:54:29 - INFO - __main__ - ep: 6, step: 601, lr_swin: 1.59e-05, lr_bert: 1.59e-05, max memory: 8.70 GB
01/05/2024 14:54:39 - INFO - __main__ - ep: 6, step: 621, lr_swin: 1.59e-05, lr_bert: 1.59e-05, max memory: 8.70 GB
01/05/2024 14:54:49 - INFO - __main__ - ep: 6, step: 641, lr_swin: 1.59e-05, lr_bert: 1.59e-05, max memory: 8.70 GB
01/05/2024 14:54:59 - INFO - __main__ - ep: 6, step: 661, lr_swin: 1.59e-05, lr_bert: 1.59e-05, max memory: 8.70 GB
01/05/2024 14:55:08 - INFO - __main__ - ep: 6, step: 681, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 8.70 GB
01/05/2024 14:55:18 - INFO - __main__ - ep: 6, step: 701, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 8.70 GB
01/05/2024 14:55:28 - INFO - __main__ - ep: 6, step: 721, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 8.70 GB
01/05/2024 14:55:38 - INFO - __main__ - ep: 6, step: 741, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 8.70 GB
01/05/2024 14:55:48 - INFO - __main__ - ep: 6, step: 761, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 8.70 GB
01/05/2024 14:55:58 - INFO - __main__ - ep: 6, step: 781, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 8.70 GB
01/05/2024 14:56:07 - INFO - __main__ - ep: 6, step: 801, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 8.70 GB
01/05/2024 14:56:17 - INFO - __main__ - ep: 6, step: 821, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 8.70 GB
01/05/2024 14:56:27 - INFO - __main__ - ep: 6, step: 841, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:56:37 - INFO - __main__ - ep: 6, step: 861, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:56:47 - INFO - __main__ - ep: 6, step: 881, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:56:50 - INFO - __main__ - ep: 6, step: 887, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:56:50 - INFO - __main__ - Ep 5, Loss (train): 5.0376e+01
01/05/2024 14:57:02 - INFO - __main__ - Ep 5, Acc (val): 67.51, 87.72
01/05/2024 14:57:40 - INFO - __main__ - Ep 5, Acc (test): 67.40, 87.27
01/05/2024 14:57:41 - INFO - __main__ - ep: 7, step: 1, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:57:51 - INFO - __main__ - ep: 7, step: 21, lr_swin: 1.56e-05, lr_bert: 1.56e-05, max memory: 8.70 GB
01/05/2024 14:58:01 - INFO - __main__ - ep: 7, step: 41, lr_swin: 1.55e-05, lr_bert: 1.55e-05, max memory: 8.70 GB
01/05/2024 14:58:11 - INFO - __main__ - ep: 7, step: 61, lr_swin: 1.55e-05, lr_bert: 1.55e-05, max memory: 8.70 GB
01/05/2024 14:58:21 - INFO - __main__ - ep: 7, step: 81, lr_swin: 1.55e-05, lr_bert: 1.55e-05, max memory: 8.70 GB
01/05/2024 14:58:31 - INFO - __main__ - ep: 7, step: 101, lr_swin: 1.55e-05, lr_bert: 1.55e-05, max memory: 8.70 GB
01/05/2024 14:58:40 - INFO - __main__ - ep: 7, step: 121, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 8.70 GB
01/05/2024 14:58:50 - INFO - __main__ - ep: 7, step: 141, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 8.70 GB
01/05/2024 14:59:00 - INFO - __main__ - ep: 7, step: 161, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 8.70 GB
01/05/2024 14:59:10 - INFO - __main__ - ep: 7, step: 181, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 8.70 GB
01/05/2024 14:59:20 - INFO - __main__ - ep: 7, step: 201, lr_swin: 1.53e-05, lr_bert: 1.53e-05, max memory: 8.70 GB
01/05/2024 14:59:30 - INFO - __main__ - ep: 7, step: 221, lr_swin: 1.53e-05, lr_bert: 1.53e-05, max memory: 8.70 GB
01/05/2024 14:59:39 - INFO - __main__ - ep: 7, step: 241, lr_swin: 1.53e-05, lr_bert: 1.53e-05, max memory: 8.70 GB
01/05/2024 14:59:49 - INFO - __main__ - ep: 7, step: 261, lr_swin: 1.53e-05, lr_bert: 1.53e-05, max memory: 8.70 GB
01/05/2024 14:59:59 - INFO - __main__ - ep: 7, step: 281, lr_swin: 1.52e-05, lr_bert: 1.52e-05, max memory: 8.70 GB
01/05/2024 15:00:09 - INFO - __main__ - ep: 7, step: 301, lr_swin: 1.52e-05, lr_bert: 1.52e-05, max memory: 8.70 GB
01/05/2024 15:00:19 - INFO - __main__ - ep: 7, step: 321, lr_swin: 1.52e-05, lr_bert: 1.52e-05, max memory: 8.70 GB
01/05/2024 15:00:29 - INFO - __main__ - ep: 7, step: 341, lr_swin: 1.52e-05, lr_bert: 1.52e-05, max memory: 8.70 GB
01/05/2024 15:00:38 - INFO - __main__ - ep: 7, step: 361, lr_swin: 1.51e-05, lr_bert: 1.51e-05, max memory: 8.70 GB
01/05/2024 15:00:48 - INFO - __main__ - ep: 7, step: 381, lr_swin: 1.51e-05, lr_bert: 1.51e-05, max memory: 8.70 GB
01/05/2024 15:00:58 - INFO - __main__ - ep: 7, step: 401, lr_swin: 1.51e-05, lr_bert: 1.51e-05, max memory: 8.70 GB
01/05/2024 15:01:08 - INFO - __main__ - ep: 7, step: 421, lr_swin: 1.51e-05, lr_bert: 1.51e-05, max memory: 8.70 GB
01/05/2024 15:01:18 - INFO - __main__ - ep: 7, step: 441, lr_swin: 1.50e-05, lr_bert: 1.50e-05, max memory: 8.70 GB
01/05/2024 15:01:28 - INFO - __main__ - ep: 7, step: 461, lr_swin: 1.50e-05, lr_bert: 1.50e-05, max memory: 8.70 GB
01/05/2024 15:01:37 - INFO - __main__ - ep: 7, step: 481, lr_swin: 1.50e-05, lr_bert: 1.50e-05, max memory: 8.70 GB
01/05/2024 15:01:47 - INFO - __main__ - ep: 7, step: 501, lr_swin: 1.50e-05, lr_bert: 1.50e-05, max memory: 8.70 GB
01/05/2024 15:01:57 - INFO - __main__ - ep: 7, step: 521, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 8.70 GB
01/05/2024 15:02:07 - INFO - __main__ - ep: 7, step: 541, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 8.70 GB
01/05/2024 15:02:17 - INFO - __main__ - ep: 7, step: 561, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 8.70 GB
01/05/2024 15:02:27 - INFO - __main__ - ep: 7, step: 581, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 8.70 GB
01/05/2024 15:02:36 - INFO - __main__ - ep: 7, step: 601, lr_swin: 1.48e-05, lr_bert: 1.48e-05, max memory: 8.70 GB
01/05/2024 15:02:46 - INFO - __main__ - ep: 7, step: 621, lr_swin: 1.48e-05, lr_bert: 1.48e-05, max memory: 8.70 GB
01/05/2024 15:02:56 - INFO - __main__ - ep: 7, step: 641, lr_swin: 1.48e-05, lr_bert: 1.48e-05, max memory: 8.70 GB
01/05/2024 15:03:06 - INFO - __main__ - ep: 7, step: 661, lr_swin: 1.48e-05, lr_bert: 1.48e-05, max memory: 8.70 GB
01/05/2024 15:03:16 - INFO - __main__ - ep: 7, step: 681, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 8.70 GB
01/05/2024 15:03:25 - INFO - __main__ - ep: 7, step: 701, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 8.70 GB
01/05/2024 15:03:35 - INFO - __main__ - ep: 7, step: 721, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 8.70 GB
01/05/2024 15:03:45 - INFO - __main__ - ep: 7, step: 741, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 8.70 GB
01/05/2024 15:03:55 - INFO - __main__ - ep: 7, step: 761, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 8.70 GB
01/05/2024 15:04:05 - INFO - __main__ - ep: 7, step: 781, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 8.70 GB
01/05/2024 15:04:15 - INFO - __main__ - ep: 7, step: 801, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 8.70 GB
01/05/2024 15:04:24 - INFO - __main__ - ep: 7, step: 821, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 8.70 GB
01/05/2024 15:04:34 - INFO - __main__ - ep: 7, step: 841, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:04:44 - INFO - __main__ - ep: 7, step: 861, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:04:54 - INFO - __main__ - ep: 7, step: 881, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:04:57 - INFO - __main__ - ep: 7, step: 887, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:04:57 - INFO - __main__ - Ep 6, Loss (train): 3.7692e+01
01/05/2024 15:05:09 - INFO - __main__ - Ep 6, Acc (val): 67.54, 87.69
01/05/2024 15:05:47 - INFO - __main__ - Ep 6, Acc (test): 67.15, 86.97
01/05/2024 15:05:49 - INFO - __main__ - ep: 8, step: 1, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:05:58 - INFO - __main__ - ep: 8, step: 21, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 8.70 GB
01/05/2024 15:06:08 - INFO - __main__ - ep: 8, step: 41, lr_swin: 1.44e-05, lr_bert: 1.44e-05, max memory: 8.70 GB
01/05/2024 15:06:18 - INFO - __main__ - ep: 8, step: 61, lr_swin: 1.44e-05, lr_bert: 1.44e-05, max memory: 8.70 GB
01/05/2024 15:06:28 - INFO - __main__ - ep: 8, step: 81, lr_swin: 1.44e-05, lr_bert: 1.44e-05, max memory: 8.70 GB
01/05/2024 15:06:38 - INFO - __main__ - ep: 8, step: 101, lr_swin: 1.44e-05, lr_bert: 1.44e-05, max memory: 8.70 GB
01/05/2024 15:06:47 - INFO - __main__ - ep: 8, step: 121, lr_swin: 1.43e-05, lr_bert: 1.43e-05, max memory: 8.70 GB
01/05/2024 15:06:57 - INFO - __main__ - ep: 8, step: 141, lr_swin: 1.43e-05, lr_bert: 1.43e-05, max memory: 8.70 GB
01/05/2024 15:07:07 - INFO - __main__ - ep: 8, step: 161, lr_swin: 1.43e-05, lr_bert: 1.43e-05, max memory: 8.70 GB
01/05/2024 15:07:17 - INFO - __main__ - ep: 8, step: 181, lr_swin: 1.43e-05, lr_bert: 1.43e-05, max memory: 8.70 GB
01/05/2024 15:07:27 - INFO - __main__ - ep: 8, step: 201, lr_swin: 1.42e-05, lr_bert: 1.42e-05, max memory: 8.70 GB
01/05/2024 15:07:37 - INFO - __main__ - ep: 8, step: 221, lr_swin: 1.42e-05, lr_bert: 1.42e-05, max memory: 8.70 GB
01/05/2024 15:07:46 - INFO - __main__ - ep: 8, step: 241, lr_swin: 1.42e-05, lr_bert: 1.42e-05, max memory: 8.70 GB
01/05/2024 15:07:56 - INFO - __main__ - ep: 8, step: 261, lr_swin: 1.42e-05, lr_bert: 1.42e-05, max memory: 8.70 GB
01/05/2024 15:08:06 - INFO - __main__ - ep: 8, step: 281, lr_swin: 1.41e-05, lr_bert: 1.41e-05, max memory: 8.70 GB
01/05/2024 15:08:16 - INFO - __main__ - ep: 8, step: 301, lr_swin: 1.41e-05, lr_bert: 1.41e-05, max memory: 8.70 GB
01/05/2024 15:08:26 - INFO - __main__ - ep: 8, step: 321, lr_swin: 1.41e-05, lr_bert: 1.41e-05, max memory: 8.70 GB
01/05/2024 15:08:36 - INFO - __main__ - ep: 8, step: 341, lr_swin: 1.41e-05, lr_bert: 1.41e-05, max memory: 8.70 GB
01/05/2024 15:08:45 - INFO - __main__ - ep: 8, step: 361, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 8.70 GB
01/05/2024 15:08:55 - INFO - __main__ - ep: 8, step: 381, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 8.70 GB
01/05/2024 15:09:05 - INFO - __main__ - ep: 8, step: 401, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 8.70 GB
01/05/2024 15:09:15 - INFO - __main__ - ep: 8, step: 421, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 8.70 GB
01/05/2024 15:09:25 - INFO - __main__ - ep: 8, step: 441, lr_swin: 1.39e-05, lr_bert: 1.39e-05, max memory: 8.70 GB
01/05/2024 15:09:35 - INFO - __main__ - ep: 8, step: 461, lr_swin: 1.39e-05, lr_bert: 1.39e-05, max memory: 8.70 GB
01/05/2024 15:09:44 - INFO - __main__ - ep: 8, step: 481, lr_swin: 1.39e-05, lr_bert: 1.39e-05, max memory: 8.70 GB
01/05/2024 15:09:54 - INFO - __main__ - ep: 8, step: 501, lr_swin: 1.39e-05, lr_bert: 1.39e-05, max memory: 8.70 GB
01/05/2024 15:10:04 - INFO - __main__ - ep: 8, step: 521, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 8.70 GB
01/05/2024 15:10:14 - INFO - __main__ - ep: 8, step: 541, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 8.70 GB
01/05/2024 15:10:24 - INFO - __main__ - ep: 8, step: 561, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 8.70 GB
01/05/2024 15:10:33 - INFO - __main__ - ep: 8, step: 581, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 8.70 GB
01/05/2024 15:10:43 - INFO - __main__ - ep: 8, step: 601, lr_swin: 1.37e-05, lr_bert: 1.37e-05, max memory: 8.70 GB
01/05/2024 15:10:53 - INFO - __main__ - ep: 8, step: 621, lr_swin: 1.37e-05, lr_bert: 1.37e-05, max memory: 8.70 GB
01/05/2024 15:11:03 - INFO - __main__ - ep: 8, step: 641, lr_swin: 1.37e-05, lr_bert: 1.37e-05, max memory: 8.70 GB
01/05/2024 15:11:13 - INFO - __main__ - ep: 8, step: 661, lr_swin: 1.37e-05, lr_bert: 1.37e-05, max memory: 8.70 GB
01/05/2024 15:11:23 - INFO - __main__ - ep: 8, step: 681, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 8.70 GB
01/05/2024 15:11:32 - INFO - __main__ - ep: 8, step: 701, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 8.70 GB
01/05/2024 15:11:42 - INFO - __main__ - ep: 8, step: 721, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 8.70 GB
01/05/2024 15:11:52 - INFO - __main__ - ep: 8, step: 741, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 8.70 GB
01/05/2024 15:12:02 - INFO - __main__ - ep: 8, step: 761, lr_swin: 1.35e-05, lr_bert: 1.35e-05, max memory: 8.70 GB
01/05/2024 15:12:12 - INFO - __main__ - ep: 8, step: 781, lr_swin: 1.35e-05, lr_bert: 1.35e-05, max memory: 8.70 GB
01/05/2024 15:12:21 - INFO - __main__ - ep: 8, step: 801, lr_swin: 1.35e-05, lr_bert: 1.35e-05, max memory: 8.70 GB
01/05/2024 15:12:31 - INFO - __main__ - ep: 8, step: 821, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:12:41 - INFO - __main__ - ep: 8, step: 841, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:12:51 - INFO - __main__ - ep: 8, step: 861, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:13:01 - INFO - __main__ - ep: 8, step: 881, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:13:04 - INFO - __main__ - ep: 8, step: 887, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:13:04 - INFO - __main__ - Ep 7, Loss (train): 2.9345e+01
01/05/2024 15:13:16 - INFO - __main__ - Ep 7, Acc (val): 67.54, 87.56
01/05/2024 15:13:54 - INFO - __main__ - Ep 7, Acc (test): 66.74, 86.79
01/05/2024 15:13:55 - INFO - __main__ - ep: 9, step: 1, lr_swin: 1.34e-05, lr_bert: 1.34e-05, max memory: 8.70 GB
01/05/2024 15:14:05 - INFO - __main__ - ep: 9, step: 21, lr_swin: 1.33e-05, lr_bert: 1.33e-05, max memory: 8.70 GB
01/05/2024 15:14:15 - INFO - __main__ - ep: 9, step: 41, lr_swin: 1.33e-05, lr_bert: 1.33e-05, max memory: 8.70 GB
01/05/2024 15:14:25 - INFO - __main__ - ep: 9, step: 61, lr_swin: 1.33e-05, lr_bert: 1.33e-05, max memory: 8.70 GB
01/05/2024 15:14:35 - INFO - __main__ - ep: 9, step: 81, lr_swin: 1.33e-05, lr_bert: 1.33e-05, max memory: 8.70 GB
01/05/2024 15:14:44 - INFO - __main__ - ep: 9, step: 101, lr_swin: 1.32e-05, lr_bert: 1.32e-05, max memory: 8.70 GB
01/05/2024 15:14:54 - INFO - __main__ - ep: 9, step: 121, lr_swin: 1.32e-05, lr_bert: 1.32e-05, max memory: 8.70 GB
01/05/2024 15:15:04 - INFO - __main__ - ep: 9, step: 141, lr_swin: 1.32e-05, lr_bert: 1.32e-05, max memory: 8.70 GB
01/05/2024 15:15:14 - INFO - __main__ - ep: 9, step: 161, lr_swin: 1.32e-05, lr_bert: 1.32e-05, max memory: 8.70 GB
01/05/2024 15:15:24 - INFO - __main__ - ep: 9, step: 181, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 8.70 GB
01/05/2024 15:15:34 - INFO - __main__ - ep: 9, step: 201, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 8.70 GB
01/05/2024 15:15:43 - INFO - __main__ - ep: 9, step: 221, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 8.70 GB
01/05/2024 15:15:53 - INFO - __main__ - ep: 9, step: 241, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 8.70 GB
01/05/2024 15:16:03 - INFO - __main__ - ep: 9, step: 261, lr_swin: 1.30e-05, lr_bert: 1.30e-05, max memory: 8.70 GB
01/05/2024 15:16:13 - INFO - __main__ - ep: 9, step: 281, lr_swin: 1.30e-05, lr_bert: 1.30e-05, max memory: 8.70 GB
01/05/2024 15:16:23 - INFO - __main__ - ep: 9, step: 301, lr_swin: 1.30e-05, lr_bert: 1.30e-05, max memory: 8.70 GB
01/05/2024 15:16:32 - INFO - __main__ - ep: 9, step: 321, lr_swin: 1.30e-05, lr_bert: 1.30e-05, max memory: 8.70 GB
01/05/2024 15:16:42 - INFO - __main__ - ep: 9, step: 341, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 8.70 GB
01/05/2024 15:16:52 - INFO - __main__ - ep: 9, step: 361, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 8.70 GB
01/05/2024 15:17:02 - INFO - __main__ - ep: 9, step: 381, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 8.70 GB
01/05/2024 15:17:12 - INFO - __main__ - ep: 9, step: 401, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 8.70 GB
01/05/2024 15:17:22 - INFO - __main__ - ep: 9, step: 421, lr_swin: 1.28e-05, lr_bert: 1.28e-05, max memory: 8.70 GB
01/05/2024 15:17:31 - INFO - __main__ - ep: 9, step: 441, lr_swin: 1.28e-05, lr_bert: 1.28e-05, max memory: 8.70 GB
01/05/2024 15:17:41 - INFO - __main__ - ep: 9, step: 461, lr_swin: 1.28e-05, lr_bert: 1.28e-05, max memory: 8.70 GB
01/05/2024 15:17:51 - INFO - __main__ - ep: 9, step: 481, lr_swin: 1.28e-05, lr_bert: 1.28e-05, max memory: 8.70 GB
01/05/2024 15:18:01 - INFO - __main__ - ep: 9, step: 501, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 8.70 GB
01/05/2024 15:18:11 - INFO - __main__ - ep: 9, step: 521, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 8.70 GB
01/05/2024 15:18:21 - INFO - __main__ - ep: 9, step: 541, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 8.70 GB
01/05/2024 15:18:30 - INFO - __main__ - ep: 9, step: 561, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 8.70 GB
01/05/2024 15:18:40 - INFO - __main__ - ep: 9, step: 581, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 8.70 GB
01/05/2024 15:18:50 - INFO - __main__ - ep: 9, step: 601, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 8.70 GB
01/05/2024 15:19:00 - INFO - __main__ - ep: 9, step: 621, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 8.70 GB
01/05/2024 15:19:10 - INFO - __main__ - ep: 9, step: 641, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 8.70 GB
01/05/2024 15:19:19 - INFO - __main__ - ep: 9, step: 661, lr_swin: 1.25e-05, lr_bert: 1.25e-05, max memory: 8.70 GB
01/05/2024 15:19:29 - INFO - __main__ - ep: 9, step: 681, lr_swin: 1.25e-05, lr_bert: 1.25e-05, max memory: 8.70 GB
01/05/2024 15:19:39 - INFO - __main__ - ep: 9, step: 701, lr_swin: 1.25e-05, lr_bert: 1.25e-05, max memory: 8.70 GB
01/05/2024 15:19:49 - INFO - __main__ - ep: 9, step: 721, lr_swin: 1.25e-05, lr_bert: 1.25e-05, max memory: 8.70 GB
01/05/2024 15:19:59 - INFO - __main__ - ep: 9, step: 741, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 8.70 GB
01/05/2024 15:20:09 - INFO - __main__ - ep: 9, step: 761, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 8.70 GB
01/05/2024 15:20:18 - INFO - __main__ - ep: 9, step: 781, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 8.70 GB
01/05/2024 15:20:28 - INFO - __main__ - ep: 9, step: 801, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 8.70 GB
01/05/2024 15:20:38 - INFO - __main__ - ep: 9, step: 821, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:20:48 - INFO - __main__ - ep: 9, step: 841, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:20:58 - INFO - __main__ - ep: 9, step: 861, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:21:07 - INFO - __main__ - ep: 9, step: 881, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:21:11 - INFO - __main__ - ep: 9, step: 887, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:21:11 - INFO - __main__ - Ep 8, Loss (train): 2.2292e+01
01/05/2024 15:21:23 - INFO - __main__ - Ep 8, Acc (val): 67.08, 87.44
01/05/2024 15:22:01 - INFO - __main__ - Ep 8, Acc (test): 67.10, 86.73
01/05/2024 15:22:02 - INFO - __main__ - ep: 10, step: 1, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 8.70 GB
01/05/2024 15:22:12 - INFO - __main__ - ep: 10, step: 21, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 8.70 GB
01/05/2024 15:22:22 - INFO - __main__ - ep: 10, step: 41, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 8.70 GB
01/05/2024 15:22:32 - INFO - __main__ - ep: 10, step: 61, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 8.70 GB
01/05/2024 15:22:42 - INFO - __main__ - ep: 10, step: 81, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 8.70 GB
01/05/2024 15:22:51 - INFO - __main__ - ep: 10, step: 101, lr_swin: 1.21e-05, lr_bert: 1.21e-05, max memory: 8.70 GB
01/05/2024 15:23:01 - INFO - __main__ - ep: 10, step: 121, lr_swin: 1.21e-05, lr_bert: 1.21e-05, max memory: 8.70 GB
01/05/2024 15:23:11 - INFO - __main__ - ep: 10, step: 141, lr_swin: 1.21e-05, lr_bert: 1.21e-05, max memory: 8.70 GB
01/05/2024 15:23:21 - INFO - __main__ - ep: 10, step: 161, lr_swin: 1.21e-05, lr_bert: 1.21e-05, max memory: 8.70 GB
01/05/2024 15:23:31 - INFO - __main__ - ep: 10, step: 181, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 8.70 GB
01/05/2024 15:23:41 - INFO - __main__ - ep: 10, step: 201, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 8.70 GB
01/05/2024 15:23:50 - INFO - __main__ - ep: 10, step: 221, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 8.70 GB
01/05/2024 15:24:00 - INFO - __main__ - ep: 10, step: 241, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 8.70 GB
01/05/2024 15:24:10 - INFO - __main__ - ep: 10, step: 261, lr_swin: 1.19e-05, lr_bert: 1.19e-05, max memory: 8.70 GB
01/05/2024 15:24:20 - INFO - __main__ - ep: 10, step: 281, lr_swin: 1.19e-05, lr_bert: 1.19e-05, max memory: 8.70 GB
01/05/2024 15:24:30 - INFO - __main__ - ep: 10, step: 301, lr_swin: 1.19e-05, lr_bert: 1.19e-05, max memory: 8.70 GB
01/05/2024 15:24:40 - INFO - __main__ - ep: 10, step: 321, lr_swin: 1.19e-05, lr_bert: 1.19e-05, max memory: 8.70 GB
01/05/2024 15:24:49 - INFO - __main__ - ep: 10, step: 341, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 8.70 GB
01/05/2024 15:24:59 - INFO - __main__ - ep: 10, step: 361, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 8.70 GB
01/05/2024 15:25:09 - INFO - __main__ - ep: 10, step: 381, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 8.70 GB
01/05/2024 15:25:19 - INFO - __main__ - ep: 10, step: 401, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 8.70 GB
01/05/2024 15:25:29 - INFO - __main__ - ep: 10, step: 421, lr_swin: 1.17e-05, lr_bert: 1.17e-05, max memory: 8.70 GB
01/05/2024 15:25:39 - INFO - __main__ - ep: 10, step: 441, lr_swin: 1.17e-05, lr_bert: 1.17e-05, max memory: 8.70 GB
01/05/2024 15:25:48 - INFO - __main__ - ep: 10, step: 461, lr_swin: 1.17e-05, lr_bert: 1.17e-05, max memory: 8.70 GB
01/05/2024 15:25:58 - INFO - __main__ - ep: 10, step: 481, lr_swin: 1.17e-05, lr_bert: 1.17e-05, max memory: 8.70 GB
01/05/2024 15:26:08 - INFO - __main__ - ep: 10, step: 501, lr_swin: 1.16e-05, lr_bert: 1.16e-05, max memory: 8.70 GB
01/05/2024 15:26:18 - INFO - __main__ - ep: 10, step: 521, lr_swin: 1.16e-05, lr_bert: 1.16e-05, max memory: 8.70 GB
01/05/2024 15:26:28 - INFO - __main__ - ep: 10, step: 541, lr_swin: 1.16e-05, lr_bert: 1.16e-05, max memory: 8.70 GB
01/05/2024 15:26:37 - INFO - __main__ - ep: 10, step: 561, lr_swin: 1.16e-05, lr_bert: 1.16e-05, max memory: 8.70 GB
01/05/2024 15:26:47 - INFO - __main__ - ep: 10, step: 581, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 8.70 GB
01/05/2024 15:26:57 - INFO - __main__ - ep: 10, step: 601, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 8.70 GB
01/05/2024 15:27:07 - INFO - __main__ - ep: 10, step: 621, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 8.70 GB
01/05/2024 15:27:17 - INFO - __main__ - ep: 10, step: 641, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 8.70 GB
01/05/2024 15:27:27 - INFO - __main__ - ep: 10, step: 661, lr_swin: 1.14e-05, lr_bert: 1.14e-05, max memory: 8.70 GB
01/05/2024 15:27:36 - INFO - __main__ - ep: 10, step: 681, lr_swin: 1.14e-05, lr_bert: 1.14e-05, max memory: 8.70 GB
01/05/2024 15:27:46 - INFO - __main__ - ep: 10, step: 701, lr_swin: 1.14e-05, lr_bert: 1.14e-05, max memory: 8.70 GB
01/05/2024 15:27:56 - INFO - __main__ - ep: 10, step: 721, lr_swin: 1.14e-05, lr_bert: 1.14e-05, max memory: 8.70 GB
01/05/2024 15:28:06 - INFO - __main__ - ep: 10, step: 741, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 8.70 GB
01/05/2024 15:28:16 - INFO - __main__ - ep: 10, step: 761, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 8.70 GB
01/05/2024 15:28:26 - INFO - __main__ - ep: 10, step: 781, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 8.70 GB
01/05/2024 15:28:35 - INFO - __main__ - ep: 10, step: 801, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 8.70 GB
01/05/2024 15:28:45 - INFO - __main__ - ep: 10, step: 821, lr_swin: 1.12e-05, lr_bert: 1.12e-05, max memory: 8.70 GB
01/05/2024 15:28:55 - INFO - __main__ - ep: 10, step: 841, lr_swin: 1.12e-05, lr_bert: 1.12e-05, max memory: 8.70 GB
01/05/2024 15:29:05 - INFO - __main__ - ep: 10, step: 861, lr_swin: 1.12e-05, lr_bert: 1.12e-05, max memory: 8.70 GB
01/05/2024 15:29:15 - INFO - __main__ - ep: 10, step: 881, lr_swin: 1.12e-05, lr_bert: 1.12e-05, max memory: 8.70 GB
01/05/2024 15:29:18 - INFO - __main__ - ep: 10, step: 887, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 15:29:18 - INFO - __main__ - Ep 9, Loss (train): 1.7404e+01
01/05/2024 15:29:30 - INFO - __main__ - Ep 9, Acc (val): 67.59, 87.49
01/05/2024 15:30:08 - INFO - __main__ - Ep 9, Acc (test): 67.25, 86.64
01/05/2024 15:30:09 - INFO - __main__ - ep: 11, step: 1, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 15:30:19 - INFO - __main__ - ep: 11, step: 21, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 15:30:28 - INFO - __main__ - ep: 11, step: 41, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 15:30:38 - INFO - __main__ - ep: 11, step: 61, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 8.70 GB
01/05/2024 15:30:48 - INFO - __main__ - ep: 11, step: 81, lr_swin: 1.10e-05, lr_bert: 1.10e-05, max memory: 8.70 GB
01/05/2024 15:30:58 - INFO - __main__ - ep: 11, step: 101, lr_swin: 1.10e-05, lr_bert: 1.10e-05, max memory: 8.70 GB
01/05/2024 15:31:08 - INFO - __main__ - ep: 11, step: 121, lr_swin: 1.10e-05, lr_bert: 1.10e-05, max memory: 8.70 GB
01/05/2024 15:31:18 - INFO - __main__ - ep: 11, step: 141, lr_swin: 1.10e-05, lr_bert: 1.10e-05, max memory: 8.70 GB
01/05/2024 15:31:27 - INFO - __main__ - ep: 11, step: 161, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 8.70 GB
01/05/2024 15:31:37 - INFO - __main__ - ep: 11, step: 181, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 8.70 GB
01/05/2024 15:31:47 - INFO - __main__ - ep: 11, step: 201, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 8.70 GB
01/05/2024 15:31:57 - INFO - __main__ - ep: 11, step: 221, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 8.70 GB
01/05/2024 15:32:07 - INFO - __main__ - ep: 11, step: 241, lr_swin: 1.08e-05, lr_bert: 1.08e-05, max memory: 8.70 GB
01/05/2024 15:32:16 - INFO - __main__ - ep: 11, step: 261, lr_swin: 1.08e-05, lr_bert: 1.08e-05, max memory: 8.70 GB
01/05/2024 15:32:26 - INFO - __main__ - ep: 11, step: 281, lr_swin: 1.08e-05, lr_bert: 1.08e-05, max memory: 8.70 GB
01/05/2024 15:32:36 - INFO - __main__ - ep: 11, step: 301, lr_swin: 1.08e-05, lr_bert: 1.08e-05, max memory: 8.70 GB
01/05/2024 15:32:46 - INFO - __main__ - ep: 11, step: 321, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 8.70 GB
01/05/2024 15:32:56 - INFO - __main__ - ep: 11, step: 341, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 8.70 GB
01/05/2024 15:33:06 - INFO - __main__ - ep: 11, step: 361, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 8.70 GB
01/05/2024 15:33:15 - INFO - __main__ - ep: 11, step: 381, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 8.70 GB
01/05/2024 15:33:25 - INFO - __main__ - ep: 11, step: 401, lr_swin: 1.06e-05, lr_bert: 1.06e-05, max memory: 8.70 GB
01/05/2024 15:33:35 - INFO - __main__ - ep: 11, step: 421, lr_swin: 1.06e-05, lr_bert: 1.06e-05, max memory: 8.70 GB
01/05/2024 15:33:45 - INFO - __main__ - ep: 11, step: 441, lr_swin: 1.06e-05, lr_bert: 1.06e-05, max memory: 8.70 GB
01/05/2024 15:33:55 - INFO - __main__ - ep: 11, step: 461, lr_swin: 1.06e-05, lr_bert: 1.06e-05, max memory: 8.70 GB
01/05/2024 15:34:04 - INFO - __main__ - ep: 11, step: 481, lr_swin: 1.05e-05, lr_bert: 1.05e-05, max memory: 8.70 GB
01/05/2024 15:34:14 - INFO - __main__ - ep: 11, step: 501, lr_swin: 1.05e-05, lr_bert: 1.05e-05, max memory: 8.70 GB
01/05/2024 15:34:24 - INFO - __main__ - ep: 11, step: 521, lr_swin: 1.05e-05, lr_bert: 1.05e-05, max memory: 8.70 GB
01/05/2024 15:34:34 - INFO - __main__ - ep: 11, step: 541, lr_swin: 1.05e-05, lr_bert: 1.05e-05, max memory: 8.70 GB
01/05/2024 15:34:44 - INFO - __main__ - ep: 11, step: 561, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 8.70 GB
01/05/2024 15:34:54 - INFO - __main__ - ep: 11, step: 581, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 8.70 GB
01/05/2024 15:35:03 - INFO - __main__ - ep: 11, step: 601, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 8.70 GB
01/05/2024 15:35:13 - INFO - __main__ - ep: 11, step: 621, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 8.70 GB
01/05/2024 15:35:23 - INFO - __main__ - ep: 11, step: 641, lr_swin: 1.03e-05, lr_bert: 1.03e-05, max memory: 8.70 GB
01/05/2024 15:35:33 - INFO - __main__ - ep: 11, step: 661, lr_swin: 1.03e-05, lr_bert: 1.03e-05, max memory: 8.70 GB
01/05/2024 15:35:43 - INFO - __main__ - ep: 11, step: 681, lr_swin: 1.03e-05, lr_bert: 1.03e-05, max memory: 8.70 GB
01/05/2024 15:35:53 - INFO - __main__ - ep: 11, step: 701, lr_swin: 1.03e-05, lr_bert: 1.03e-05, max memory: 8.70 GB
01/05/2024 15:36:02 - INFO - __main__ - ep: 11, step: 721, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 8.70 GB
01/05/2024 15:36:12 - INFO - __main__ - ep: 11, step: 741, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 8.70 GB
01/05/2024 15:36:22 - INFO - __main__ - ep: 11, step: 761, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 8.70 GB
01/05/2024 15:36:32 - INFO - __main__ - ep: 11, step: 781, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 8.70 GB
01/05/2024 15:36:42 - INFO - __main__ - ep: 11, step: 801, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 8.70 GB
01/05/2024 15:36:51 - INFO - __main__ - ep: 11, step: 821, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 8.70 GB
01/05/2024 15:37:01 - INFO - __main__ - ep: 11, step: 841, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 8.70 GB
01/05/2024 15:37:11 - INFO - __main__ - ep: 11, step: 861, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 8.70 GB
01/05/2024 15:37:21 - INFO - __main__ - ep: 11, step: 881, lr_swin: 1.00e-05, lr_bert: 1.00e-05, max memory: 8.70 GB
01/05/2024 15:37:24 - INFO - __main__ - ep: 11, step: 887, lr_swin: 1.00e-05, lr_bert: 1.00e-05, max memory: 8.70 GB
01/05/2024 15:37:24 - INFO - __main__ - Ep 10, Loss (train): 1.3830e+01
01/05/2024 15:37:36 - INFO - __main__ - Ep 10, Acc (val): 67.28, 87.51
01/05/2024 15:38:14 - INFO - __main__ - Ep 10, Acc (test): 67.46, 86.79
01/05/2024 15:38:15 - INFO - __main__ - ep: 12, step: 1, lr_swin: 1.00e-05, lr_bert: 1.00e-05, max memory: 8.70 GB
01/05/2024 15:38:25 - INFO - __main__ - ep: 12, step: 21, lr_swin: 1.00e-05, lr_bert: 1.00e-05, max memory: 8.70 GB
01/05/2024 15:38:35 - INFO - __main__ - ep: 12, step: 41, lr_swin: 9.99e-06, lr_bert: 9.99e-06, max memory: 8.70 GB
01/05/2024 15:38:44 - INFO - __main__ - ep: 12, step: 61, lr_swin: 9.96e-06, lr_bert: 9.96e-06, max memory: 8.70 GB
01/05/2024 15:38:54 - INFO - __main__ - ep: 12, step: 81, lr_swin: 9.94e-06, lr_bert: 9.94e-06, max memory: 8.70 GB
01/05/2024 15:39:04 - INFO - __main__ - ep: 12, step: 101, lr_swin: 9.91e-06, lr_bert: 9.91e-06, max memory: 8.70 GB
01/05/2024 15:39:14 - INFO - __main__ - ep: 12, step: 121, lr_swin: 9.89e-06, lr_bert: 9.89e-06, max memory: 8.70 GB
01/05/2024 15:39:24 - INFO - __main__ - ep: 12, step: 141, lr_swin: 9.86e-06, lr_bert: 9.86e-06, max memory: 8.70 GB
01/05/2024 15:39:33 - INFO - __main__ - ep: 12, step: 161, lr_swin: 9.84e-06, lr_bert: 9.84e-06, max memory: 8.70 GB
01/05/2024 15:39:43 - INFO - __main__ - ep: 12, step: 181, lr_swin: 9.81e-06, lr_bert: 9.81e-06, max memory: 8.70 GB
01/05/2024 15:39:53 - INFO - __main__ - ep: 12, step: 201, lr_swin: 9.79e-06, lr_bert: 9.79e-06, max memory: 8.70 GB
01/05/2024 15:40:03 - INFO - __main__ - ep: 12, step: 221, lr_swin: 9.76e-06, lr_bert: 9.76e-06, max memory: 8.70 GB
01/05/2024 15:40:13 - INFO - __main__ - ep: 12, step: 241, lr_swin: 9.74e-06, lr_bert: 9.74e-06, max memory: 8.70 GB
01/05/2024 15:40:23 - INFO - __main__ - ep: 12, step: 261, lr_swin: 9.71e-06, lr_bert: 9.71e-06, max memory: 8.70 GB
01/05/2024 15:40:32 - INFO - __main__ - ep: 12, step: 281, lr_swin: 9.69e-06, lr_bert: 9.69e-06, max memory: 8.70 GB
01/05/2024 15:40:42 - INFO - __main__ - ep: 12, step: 301, lr_swin: 9.66e-06, lr_bert: 9.66e-06, max memory: 8.70 GB
01/05/2024 15:40:52 - INFO - __main__ - ep: 12, step: 321, lr_swin: 9.64e-06, lr_bert: 9.64e-06, max memory: 8.70 GB
01/05/2024 15:41:02 - INFO - __main__ - ep: 12, step: 341, lr_swin: 9.61e-06, lr_bert: 9.61e-06, max memory: 8.70 GB
01/05/2024 15:41:12 - INFO - __main__ - ep: 12, step: 361, lr_swin: 9.59e-06, lr_bert: 9.59e-06, max memory: 8.70 GB
01/05/2024 15:41:21 - INFO - __main__ - ep: 12, step: 381, lr_swin: 9.56e-06, lr_bert: 9.56e-06, max memory: 8.70 GB
01/05/2024 15:41:31 - INFO - __main__ - ep: 12, step: 401, lr_swin: 9.54e-06, lr_bert: 9.54e-06, max memory: 8.70 GB
01/05/2024 15:41:41 - INFO - __main__ - ep: 12, step: 421, lr_swin: 9.51e-06, lr_bert: 9.51e-06, max memory: 8.70 GB
01/05/2024 15:41:51 - INFO - __main__ - ep: 12, step: 441, lr_swin: 9.49e-06, lr_bert: 9.49e-06, max memory: 8.70 GB
01/05/2024 15:42:01 - INFO - __main__ - ep: 12, step: 461, lr_swin: 9.46e-06, lr_bert: 9.46e-06, max memory: 8.70 GB
01/05/2024 15:42:11 - INFO - __main__ - ep: 12, step: 481, lr_swin: 9.44e-06, lr_bert: 9.44e-06, max memory: 8.70 GB
01/05/2024 15:42:20 - INFO - __main__ - ep: 12, step: 501, lr_swin: 9.41e-06, lr_bert: 9.41e-06, max memory: 8.70 GB
01/05/2024 15:42:30 - INFO - __main__ - ep: 12, step: 521, lr_swin: 9.38e-06, lr_bert: 9.38e-06, max memory: 8.70 GB
01/05/2024 15:42:40 - INFO - __main__ - ep: 12, step: 541, lr_swin: 9.36e-06, lr_bert: 9.36e-06, max memory: 8.70 GB
01/05/2024 15:42:50 - INFO - __main__ - ep: 12, step: 561, lr_swin: 9.33e-06, lr_bert: 9.33e-06, max memory: 8.70 GB
01/05/2024 15:43:00 - INFO - __main__ - ep: 12, step: 581, lr_swin: 9.31e-06, lr_bert: 9.31e-06, max memory: 8.70 GB
01/05/2024 15:43:09 - INFO - __main__ - ep: 12, step: 601, lr_swin: 9.28e-06, lr_bert: 9.28e-06, max memory: 8.70 GB
01/05/2024 15:43:19 - INFO - __main__ - ep: 12, step: 621, lr_swin: 9.26e-06, lr_bert: 9.26e-06, max memory: 8.70 GB
01/05/2024 15:43:29 - INFO - __main__ - ep: 12, step: 641, lr_swin: 9.23e-06, lr_bert: 9.23e-06, max memory: 8.70 GB
01/05/2024 15:43:39 - INFO - __main__ - ep: 12, step: 661, lr_swin: 9.21e-06, lr_bert: 9.21e-06, max memory: 8.70 GB
01/05/2024 15:43:49 - INFO - __main__ - ep: 12, step: 681, lr_swin: 9.18e-06, lr_bert: 9.18e-06, max memory: 8.70 GB
01/05/2024 15:43:59 - INFO - __main__ - ep: 12, step: 701, lr_swin: 9.16e-06, lr_bert: 9.16e-06, max memory: 8.70 GB
01/05/2024 15:44:08 - INFO - __main__ - ep: 12, step: 721, lr_swin: 9.13e-06, lr_bert: 9.13e-06, max memory: 8.70 GB
01/05/2024 15:44:18 - INFO - __main__ - ep: 12, step: 741, lr_swin: 9.11e-06, lr_bert: 9.11e-06, max memory: 8.70 GB
01/05/2024 15:44:28 - INFO - __main__ - ep: 12, step: 761, lr_swin: 9.08e-06, lr_bert: 9.08e-06, max memory: 8.70 GB
01/05/2024 15:44:38 - INFO - __main__ - ep: 12, step: 781, lr_swin: 9.06e-06, lr_bert: 9.06e-06, max memory: 8.70 GB
01/05/2024 15:44:48 - INFO - __main__ - ep: 12, step: 801, lr_swin: 9.03e-06, lr_bert: 9.03e-06, max memory: 8.70 GB
01/05/2024 15:44:57 - INFO - __main__ - ep: 12, step: 821, lr_swin: 9.01e-06, lr_bert: 9.01e-06, max memory: 8.70 GB
01/05/2024 15:45:07 - INFO - __main__ - ep: 12, step: 841, lr_swin: 8.98e-06, lr_bert: 8.98e-06, max memory: 8.70 GB
01/05/2024 15:45:17 - INFO - __main__ - ep: 12, step: 861, lr_swin: 8.96e-06, lr_bert: 8.96e-06, max memory: 8.70 GB
01/05/2024 15:45:27 - INFO - __main__ - ep: 12, step: 881, lr_swin: 8.93e-06, lr_bert: 8.93e-06, max memory: 8.70 GB
01/05/2024 15:45:30 - INFO - __main__ - ep: 12, step: 887, lr_swin: 8.93e-06, lr_bert: 8.93e-06, max memory: 8.70 GB
01/05/2024 15:45:30 - INFO - __main__ - Ep 11, Loss (train): 1.1200e+01
01/05/2024 15:45:42 - INFO - __main__ - Ep 11, Acc (val): 67.87, 87.56
01/05/2024 15:46:20 - INFO - __main__ - Ep 11, Acc (test): 68.18, 86.75
01/05/2024 15:46:21 - INFO - __main__ - ep: 13, step: 1, lr_swin: 8.93e-06, lr_bert: 8.93e-06, max memory: 8.70 GB
01/05/2024 15:46:31 - INFO - __main__ - ep: 13, step: 21, lr_swin: 8.90e-06, lr_bert: 8.90e-06, max memory: 8.70 GB
01/05/2024 15:46:41 - INFO - __main__ - ep: 13, step: 41, lr_swin: 8.88e-06, lr_bert: 8.88e-06, max memory: 8.70 GB
01/05/2024 15:46:50 - INFO - __main__ - ep: 13, step: 61, lr_swin: 8.85e-06, lr_bert: 8.85e-06, max memory: 8.70 GB
01/05/2024 15:47:00 - INFO - __main__ - ep: 13, step: 81, lr_swin: 8.83e-06, lr_bert: 8.83e-06, max memory: 8.70 GB
01/05/2024 15:47:10 - INFO - __main__ - ep: 13, step: 101, lr_swin: 8.80e-06, lr_bert: 8.80e-06, max memory: 8.70 GB
01/05/2024 15:47:20 - INFO - __main__ - ep: 13, step: 121, lr_swin: 8.77e-06, lr_bert: 8.77e-06, max memory: 8.70 GB
01/05/2024 15:47:30 - INFO - __main__ - ep: 13, step: 141, lr_swin: 8.75e-06, lr_bert: 8.75e-06, max memory: 8.70 GB
01/05/2024 15:47:40 - INFO - __main__ - ep: 13, step: 161, lr_swin: 8.72e-06, lr_bert: 8.72e-06, max memory: 8.70 GB
01/05/2024 15:47:49 - INFO - __main__ - ep: 13, step: 181, lr_swin: 8.70e-06, lr_bert: 8.70e-06, max memory: 8.70 GB
01/05/2024 15:47:59 - INFO - __main__ - ep: 13, step: 201, lr_swin: 8.67e-06, lr_bert: 8.67e-06, max memory: 8.70 GB
01/05/2024 15:48:09 - INFO - __main__ - ep: 13, step: 221, lr_swin: 8.65e-06, lr_bert: 8.65e-06, max memory: 8.70 GB
01/05/2024 15:48:19 - INFO - __main__ - ep: 13, step: 241, lr_swin: 8.62e-06, lr_bert: 8.62e-06, max memory: 8.70 GB
01/05/2024 15:48:29 - INFO - __main__ - ep: 13, step: 261, lr_swin: 8.60e-06, lr_bert: 8.60e-06, max memory: 8.70 GB
01/05/2024 15:48:38 - INFO - __main__ - ep: 13, step: 281, lr_swin: 8.57e-06, lr_bert: 8.57e-06, max memory: 8.70 GB
01/05/2024 15:48:48 - INFO - __main__ - ep: 13, step: 301, lr_swin: 8.55e-06, lr_bert: 8.55e-06, max memory: 8.70 GB
01/05/2024 15:48:58 - INFO - __main__ - ep: 13, step: 321, lr_swin: 8.52e-06, lr_bert: 8.52e-06, max memory: 8.70 GB
01/05/2024 15:49:08 - INFO - __main__ - ep: 13, step: 341, lr_swin: 8.50e-06, lr_bert: 8.50e-06, max memory: 8.70 GB
01/05/2024 15:49:18 - INFO - __main__ - ep: 13, step: 361, lr_swin: 8.47e-06, lr_bert: 8.47e-06, max memory: 8.70 GB
01/05/2024 15:49:27 - INFO - __main__ - ep: 13, step: 381, lr_swin: 8.45e-06, lr_bert: 8.45e-06, max memory: 8.70 GB
01/05/2024 15:49:37 - INFO - __main__ - ep: 13, step: 401, lr_swin: 8.42e-06, lr_bert: 8.42e-06, max memory: 8.70 GB
01/05/2024 15:49:47 - INFO - __main__ - ep: 13, step: 421, lr_swin: 8.40e-06, lr_bert: 8.40e-06, max memory: 8.70 GB
01/05/2024 15:49:57 - INFO - __main__ - ep: 13, step: 441, lr_swin: 8.37e-06, lr_bert: 8.37e-06, max memory: 8.70 GB
01/05/2024 15:50:07 - INFO - __main__ - ep: 13, step: 461, lr_swin: 8.35e-06, lr_bert: 8.35e-06, max memory: 8.70 GB
01/05/2024 15:50:17 - INFO - __main__ - ep: 13, step: 481, lr_swin: 8.32e-06, lr_bert: 8.32e-06, max memory: 8.70 GB
01/05/2024 15:50:26 - INFO - __main__ - ep: 13, step: 501, lr_swin: 8.30e-06, lr_bert: 8.30e-06, max memory: 8.70 GB
01/05/2024 15:50:36 - INFO - __main__ - ep: 13, step: 521, lr_swin: 8.27e-06, lr_bert: 8.27e-06, max memory: 8.70 GB
01/05/2024 15:50:46 - INFO - __main__ - ep: 13, step: 541, lr_swin: 8.25e-06, lr_bert: 8.25e-06, max memory: 8.70 GB
01/05/2024 15:50:56 - INFO - __main__ - ep: 13, step: 561, lr_swin: 8.22e-06, lr_bert: 8.22e-06, max memory: 8.70 GB
01/05/2024 15:51:06 - INFO - __main__ - ep: 13, step: 581, lr_swin: 8.20e-06, lr_bert: 8.20e-06, max memory: 8.70 GB
01/05/2024 15:51:15 - INFO - __main__ - ep: 13, step: 601, lr_swin: 8.17e-06, lr_bert: 8.17e-06, max memory: 8.70 GB
01/05/2024 15:51:25 - INFO - __main__ - ep: 13, step: 621, lr_swin: 8.15e-06, lr_bert: 8.15e-06, max memory: 8.70 GB
01/05/2024 15:51:35 - INFO - __main__ - ep: 13, step: 641, lr_swin: 8.12e-06, lr_bert: 8.12e-06, max memory: 8.70 GB
01/05/2024 15:51:45 - INFO - __main__ - ep: 13, step: 661, lr_swin: 8.10e-06, lr_bert: 8.10e-06, max memory: 8.70 GB
01/05/2024 15:51:55 - INFO - __main__ - ep: 13, step: 681, lr_swin: 8.07e-06, lr_bert: 8.07e-06, max memory: 8.70 GB
01/05/2024 15:52:05 - INFO - __main__ - ep: 13, step: 701, lr_swin: 8.05e-06, lr_bert: 8.05e-06, max memory: 8.70 GB
01/05/2024 15:52:15 - INFO - __main__ - ep: 13, step: 721, lr_swin: 8.02e-06, lr_bert: 8.02e-06, max memory: 8.70 GB
01/05/2024 15:52:24 - INFO - __main__ - ep: 13, step: 741, lr_swin: 8.00e-06, lr_bert: 8.00e-06, max memory: 8.70 GB
01/05/2024 15:52:34 - INFO - __main__ - ep: 13, step: 761, lr_swin: 7.97e-06, lr_bert: 7.97e-06, max memory: 8.70 GB
01/05/2024 15:52:44 - INFO - __main__ - ep: 13, step: 781, lr_swin: 7.95e-06, lr_bert: 7.95e-06, max memory: 8.70 GB
01/05/2024 15:52:54 - INFO - __main__ - ep: 13, step: 801, lr_swin: 7.92e-06, lr_bert: 7.92e-06, max memory: 8.70 GB
01/05/2024 15:53:04 - INFO - __main__ - ep: 13, step: 821, lr_swin: 7.90e-06, lr_bert: 7.90e-06, max memory: 8.70 GB
01/05/2024 15:53:13 - INFO - __main__ - ep: 13, step: 841, lr_swin: 7.87e-06, lr_bert: 7.87e-06, max memory: 8.70 GB
01/05/2024 15:53:23 - INFO - __main__ - ep: 13, step: 861, lr_swin: 7.85e-06, lr_bert: 7.85e-06, max memory: 8.70 GB
01/05/2024 15:53:33 - INFO - __main__ - ep: 13, step: 881, lr_swin: 7.82e-06, lr_bert: 7.82e-06, max memory: 8.70 GB
01/05/2024 15:53:36 - INFO - __main__ - ep: 13, step: 887, lr_swin: 7.81e-06, lr_bert: 7.81e-06, max memory: 8.70 GB
01/05/2024 15:53:36 - INFO - __main__ - Ep 12, Loss (train): 9.3201e+00
01/05/2024 15:53:48 - INFO - __main__ - Ep 12, Acc (val): 67.97, 87.28
01/05/2024 15:54:27 - INFO - __main__ - Ep 12, Acc (test): 67.93, 86.71
01/05/2024 15:54:28 - INFO - __main__ - ep: 14, step: 1, lr_swin: 7.81e-06, lr_bert: 7.81e-06, max memory: 8.70 GB
01/05/2024 15:54:38 - INFO - __main__ - ep: 14, step: 21, lr_swin: 7.79e-06, lr_bert: 7.79e-06, max memory: 8.70 GB
01/05/2024 15:54:48 - INFO - __main__ - ep: 14, step: 41, lr_swin: 7.76e-06, lr_bert: 7.76e-06, max memory: 8.70 GB
01/05/2024 15:54:57 - INFO - __main__ - ep: 14, step: 61, lr_swin: 7.74e-06, lr_bert: 7.74e-06, max memory: 8.70 GB
01/05/2024 15:55:07 - INFO - __main__ - ep: 14, step: 81, lr_swin: 7.71e-06, lr_bert: 7.71e-06, max memory: 8.70 GB
01/05/2024 15:55:17 - INFO - __main__ - ep: 14, step: 101, lr_swin: 7.69e-06, lr_bert: 7.69e-06, max memory: 8.70 GB
01/05/2024 15:55:27 - INFO - __main__ - ep: 14, step: 121, lr_swin: 7.66e-06, lr_bert: 7.66e-06, max memory: 8.70 GB
01/05/2024 15:55:37 - INFO - __main__ - ep: 14, step: 141, lr_swin: 7.64e-06, lr_bert: 7.64e-06, max memory: 8.70 GB
01/05/2024 15:55:46 - INFO - __main__ - ep: 14, step: 161, lr_swin: 7.61e-06, lr_bert: 7.61e-06, max memory: 8.70 GB
01/05/2024 15:55:56 - INFO - __main__ - ep: 14, step: 181, lr_swin: 7.59e-06, lr_bert: 7.59e-06, max memory: 8.70 GB
01/05/2024 15:56:06 - INFO - __main__ - ep: 14, step: 201, lr_swin: 7.56e-06, lr_bert: 7.56e-06, max memory: 8.70 GB
01/05/2024 15:56:16 - INFO - __main__ - ep: 14, step: 221, lr_swin: 7.54e-06, lr_bert: 7.54e-06, max memory: 8.70 GB
01/05/2024 15:56:26 - INFO - __main__ - ep: 14, step: 241, lr_swin: 7.51e-06, lr_bert: 7.51e-06, max memory: 8.70 GB
01/05/2024 15:56:35 - INFO - __main__ - ep: 14, step: 261, lr_swin: 7.49e-06, lr_bert: 7.49e-06, max memory: 8.70 GB
01/05/2024 15:56:45 - INFO - __main__ - ep: 14, step: 281, lr_swin: 7.46e-06, lr_bert: 7.46e-06, max memory: 8.70 GB
01/05/2024 15:56:55 - INFO - __main__ - ep: 14, step: 301, lr_swin: 7.44e-06, lr_bert: 7.44e-06, max memory: 8.70 GB
01/05/2024 15:57:05 - INFO - __main__ - ep: 14, step: 321, lr_swin: 7.41e-06, lr_bert: 7.41e-06, max memory: 8.70 GB
01/05/2024 15:57:15 - INFO - __main__ - ep: 14, step: 341, lr_swin: 7.39e-06, lr_bert: 7.39e-06, max memory: 8.70 GB
01/05/2024 15:57:24 - INFO - __main__ - ep: 14, step: 361, lr_swin: 7.36e-06, lr_bert: 7.36e-06, max memory: 8.70 GB
01/05/2024 15:57:34 - INFO - __main__ - ep: 14, step: 381, lr_swin: 7.34e-06, lr_bert: 7.34e-06, max memory: 8.70 GB
01/05/2024 15:57:44 - INFO - __main__ - ep: 14, step: 401, lr_swin: 7.31e-06, lr_bert: 7.31e-06, max memory: 8.70 GB
01/05/2024 15:57:54 - INFO - __main__ - ep: 14, step: 421, lr_swin: 7.29e-06, lr_bert: 7.29e-06, max memory: 8.70 GB
01/05/2024 15:58:04 - INFO - __main__ - ep: 14, step: 441, lr_swin: 7.26e-06, lr_bert: 7.26e-06, max memory: 8.70 GB
01/05/2024 15:58:14 - INFO - __main__ - ep: 14, step: 461, lr_swin: 7.24e-06, lr_bert: 7.24e-06, max memory: 8.70 GB
01/05/2024 15:58:23 - INFO - __main__ - ep: 14, step: 481, lr_swin: 7.21e-06, lr_bert: 7.21e-06, max memory: 8.70 GB
01/05/2024 15:58:33 - INFO - __main__ - ep: 14, step: 501, lr_swin: 7.19e-06, lr_bert: 7.19e-06, max memory: 8.70 GB
01/05/2024 15:58:43 - INFO - __main__ - ep: 14, step: 521, lr_swin: 7.16e-06, lr_bert: 7.16e-06, max memory: 8.70 GB
01/05/2024 15:58:53 - INFO - __main__ - ep: 14, step: 541, lr_swin: 7.14e-06, lr_bert: 7.14e-06, max memory: 8.70 GB
01/05/2024 15:59:03 - INFO - __main__ - ep: 14, step: 561, lr_swin: 7.11e-06, lr_bert: 7.11e-06, max memory: 8.70 GB
01/05/2024 15:59:12 - INFO - __main__ - ep: 14, step: 581, lr_swin: 7.09e-06, lr_bert: 7.09e-06, max memory: 8.70 GB
01/05/2024 15:59:22 - INFO - __main__ - ep: 14, step: 601, lr_swin: 7.06e-06, lr_bert: 7.06e-06, max memory: 8.70 GB
01/05/2024 15:59:32 - INFO - __main__ - ep: 14, step: 621, lr_swin: 7.04e-06, lr_bert: 7.04e-06, max memory: 8.70 GB
01/05/2024 15:59:42 - INFO - __main__ - ep: 14, step: 641, lr_swin: 7.01e-06, lr_bert: 7.01e-06, max memory: 8.70 GB
01/05/2024 15:59:52 - INFO - __main__ - ep: 14, step: 661, lr_swin: 6.99e-06, lr_bert: 6.99e-06, max memory: 8.70 GB
01/05/2024 16:00:02 - INFO - __main__ - ep: 14, step: 681, lr_swin: 6.96e-06, lr_bert: 6.96e-06, max memory: 8.70 GB
01/05/2024 16:00:11 - INFO - __main__ - ep: 14, step: 701, lr_swin: 6.94e-06, lr_bert: 6.94e-06, max memory: 8.70 GB
01/05/2024 16:00:21 - INFO - __main__ - ep: 14, step: 721, lr_swin: 6.91e-06, lr_bert: 6.91e-06, max memory: 8.70 GB
01/05/2024 16:00:31 - INFO - __main__ - ep: 14, step: 741, lr_swin: 6.89e-06, lr_bert: 6.89e-06, max memory: 8.70 GB
01/05/2024 16:00:41 - INFO - __main__ - ep: 14, step: 761, lr_swin: 6.86e-06, lr_bert: 6.86e-06, max memory: 8.70 GB
01/05/2024 16:00:51 - INFO - __main__ - ep: 14, step: 781, lr_swin: 6.84e-06, lr_bert: 6.84e-06, max memory: 8.70 GB
01/05/2024 16:01:00 - INFO - __main__ - ep: 14, step: 801, lr_swin: 6.81e-06, lr_bert: 6.81e-06, max memory: 8.70 GB
01/05/2024 16:01:10 - INFO - __main__ - ep: 14, step: 821, lr_swin: 6.79e-06, lr_bert: 6.79e-06, max memory: 8.70 GB
01/05/2024 16:01:20 - INFO - __main__ - ep: 14, step: 841, lr_swin: 6.76e-06, lr_bert: 6.76e-06, max memory: 8.70 GB
01/05/2024 16:01:30 - INFO - __main__ - ep: 14, step: 861, lr_swin: 6.74e-06, lr_bert: 6.74e-06, max memory: 8.70 GB
01/05/2024 16:01:40 - INFO - __main__ - ep: 14, step: 881, lr_swin: 6.71e-06, lr_bert: 6.71e-06, max memory: 8.70 GB
01/05/2024 16:01:43 - INFO - __main__ - ep: 14, step: 887, lr_swin: 6.71e-06, lr_bert: 6.71e-06, max memory: 8.70 GB
01/05/2024 16:01:43 - INFO - __main__ - Ep 13, Loss (train): 7.6011e+00
01/05/2024 16:01:55 - INFO - __main__ - Ep 13, Acc (val): 67.66, 87.23
01/05/2024 16:02:33 - INFO - __main__ - Ep 13, Acc (test): 68.18, 86.61
01/05/2024 16:02:34 - INFO - __main__ - ep: 15, step: 1, lr_swin: 6.71e-06, lr_bert: 6.71e-06, max memory: 8.70 GB
01/05/2024 16:02:44 - INFO - __main__ - ep: 15, step: 21, lr_swin: 6.68e-06, lr_bert: 6.68e-06, max memory: 8.70 GB
01/05/2024 16:02:54 - INFO - __main__ - ep: 15, step: 41, lr_swin: 6.66e-06, lr_bert: 6.66e-06, max memory: 8.70 GB
01/05/2024 16:03:04 - INFO - __main__ - ep: 15, step: 61, lr_swin: 6.63e-06, lr_bert: 6.63e-06, max memory: 8.70 GB
01/05/2024 16:03:13 - INFO - __main__ - ep: 15, step: 81, lr_swin: 6.61e-06, lr_bert: 6.61e-06, max memory: 8.70 GB
01/05/2024 16:03:23 - INFO - __main__ - ep: 15, step: 101, lr_swin: 6.58e-06, lr_bert: 6.58e-06, max memory: 8.70 GB
01/05/2024 16:03:33 - INFO - __main__ - ep: 15, step: 121, lr_swin: 6.56e-06, lr_bert: 6.56e-06, max memory: 8.70 GB
01/05/2024 16:03:43 - INFO - __main__ - ep: 15, step: 141, lr_swin: 6.53e-06, lr_bert: 6.53e-06, max memory: 8.70 GB
01/05/2024 16:03:53 - INFO - __main__ - ep: 15, step: 161, lr_swin: 6.51e-06, lr_bert: 6.51e-06, max memory: 8.70 GB
01/05/2024 16:04:02 - INFO - __main__ - ep: 15, step: 181, lr_swin: 6.48e-06, lr_bert: 6.48e-06, max memory: 8.70 GB
01/05/2024 16:04:12 - INFO - __main__ - ep: 15, step: 201, lr_swin: 6.45e-06, lr_bert: 6.45e-06, max memory: 8.70 GB
01/05/2024 16:04:22 - INFO - __main__ - ep: 15, step: 221, lr_swin: 6.43e-06, lr_bert: 6.43e-06, max memory: 8.70 GB
01/05/2024 16:04:32 - INFO - __main__ - ep: 15, step: 241, lr_swin: 6.40e-06, lr_bert: 6.40e-06, max memory: 8.70 GB
01/05/2024 16:04:42 - INFO - __main__ - ep: 15, step: 261, lr_swin: 6.38e-06, lr_bert: 6.38e-06, max memory: 8.70 GB
01/05/2024 16:04:51 - INFO - __main__ - ep: 15, step: 281, lr_swin: 6.35e-06, lr_bert: 6.35e-06, max memory: 8.70 GB
01/05/2024 16:05:01 - INFO - __main__ - ep: 15, step: 301, lr_swin: 6.33e-06, lr_bert: 6.33e-06, max memory: 8.70 GB
01/05/2024 16:05:11 - INFO - __main__ - ep: 15, step: 321, lr_swin: 6.30e-06, lr_bert: 6.30e-06, max memory: 8.70 GB
01/05/2024 16:05:21 - INFO - __main__ - ep: 15, step: 341, lr_swin: 6.28e-06, lr_bert: 6.28e-06, max memory: 8.70 GB
01/05/2024 16:05:31 - INFO - __main__ - ep: 15, step: 361, lr_swin: 6.25e-06, lr_bert: 6.25e-06, max memory: 8.70 GB
01/05/2024 16:05:40 - INFO - __main__ - ep: 15, step: 381, lr_swin: 6.23e-06, lr_bert: 6.23e-06, max memory: 8.70 GB
01/05/2024 16:05:50 - INFO - __main__ - ep: 15, step: 401, lr_swin: 6.20e-06, lr_bert: 6.20e-06, max memory: 8.70 GB
01/05/2024 16:06:00 - INFO - __main__ - ep: 15, step: 421, lr_swin: 6.18e-06, lr_bert: 6.18e-06, max memory: 8.70 GB
01/05/2024 16:06:10 - INFO - __main__ - ep: 15, step: 441, lr_swin: 6.15e-06, lr_bert: 6.15e-06, max memory: 8.70 GB
01/05/2024 16:06:20 - INFO - __main__ - ep: 15, step: 461, lr_swin: 6.13e-06, lr_bert: 6.13e-06, max memory: 8.70 GB
01/05/2024 16:06:29 - INFO - __main__ - ep: 15, step: 481, lr_swin: 6.10e-06, lr_bert: 6.10e-06, max memory: 8.70 GB
01/05/2024 16:06:39 - INFO - __main__ - ep: 15, step: 501, lr_swin: 6.08e-06, lr_bert: 6.08e-06, max memory: 8.70 GB
01/05/2024 16:06:49 - INFO - __main__ - ep: 15, step: 521, lr_swin: 6.05e-06, lr_bert: 6.05e-06, max memory: 8.70 GB
01/05/2024 16:06:59 - INFO - __main__ - ep: 15, step: 541, lr_swin: 6.03e-06, lr_bert: 6.03e-06, max memory: 8.70 GB
01/05/2024 16:07:09 - INFO - __main__ - ep: 15, step: 561, lr_swin: 6.00e-06, lr_bert: 6.00e-06, max memory: 8.70 GB
01/05/2024 16:07:19 - INFO - __main__ - ep: 15, step: 581, lr_swin: 5.98e-06, lr_bert: 5.98e-06, max memory: 8.70 GB
01/05/2024 16:07:28 - INFO - __main__ - ep: 15, step: 601, lr_swin: 5.95e-06, lr_bert: 5.95e-06, max memory: 8.70 GB
01/05/2024 16:07:38 - INFO - __main__ - ep: 15, step: 621, lr_swin: 5.93e-06, lr_bert: 5.93e-06, max memory: 8.70 GB
01/05/2024 16:07:48 - INFO - __main__ - ep: 15, step: 641, lr_swin: 5.90e-06, lr_bert: 5.90e-06, max memory: 8.70 GB
01/05/2024 16:07:58 - INFO - __main__ - ep: 15, step: 661, lr_swin: 5.88e-06, lr_bert: 5.88e-06, max memory: 8.70 GB
01/05/2024 16:08:08 - INFO - __main__ - ep: 15, step: 681, lr_swin: 5.85e-06, lr_bert: 5.85e-06, max memory: 8.70 GB
01/05/2024 16:08:17 - INFO - __main__ - ep: 15, step: 701, lr_swin: 5.83e-06, lr_bert: 5.83e-06, max memory: 8.70 GB
01/05/2024 16:08:27 - INFO - __main__ - ep: 15, step: 721, lr_swin: 5.80e-06, lr_bert: 5.80e-06, max memory: 8.70 GB
01/05/2024 16:08:37 - INFO - __main__ - ep: 15, step: 741, lr_swin: 5.78e-06, lr_bert: 5.78e-06, max memory: 8.70 GB
01/05/2024 16:08:47 - INFO - __main__ - ep: 15, step: 761, lr_swin: 5.75e-06, lr_bert: 5.75e-06, max memory: 8.70 GB
01/05/2024 16:08:57 - INFO - __main__ - ep: 15, step: 781, lr_swin: 5.73e-06, lr_bert: 5.73e-06, max memory: 8.70 GB
01/05/2024 16:09:06 - INFO - __main__ - ep: 15, step: 801, lr_swin: 5.70e-06, lr_bert: 5.70e-06, max memory: 8.70 GB
01/05/2024 16:09:16 - INFO - __main__ - ep: 15, step: 821, lr_swin: 5.68e-06, lr_bert: 5.68e-06, max memory: 8.70 GB
01/05/2024 16:09:26 - INFO - __main__ - ep: 15, step: 841, lr_swin: 5.65e-06, lr_bert: 5.65e-06, max memory: 8.70 GB
01/05/2024 16:09:36 - INFO - __main__ - ep: 15, step: 861, lr_swin: 5.63e-06, lr_bert: 5.63e-06, max memory: 8.70 GB
01/05/2024 16:09:46 - INFO - __main__ - ep: 15, step: 881, lr_swin: 5.60e-06, lr_bert: 5.60e-06, max memory: 8.70 GB
01/05/2024 16:09:49 - INFO - __main__ - ep: 15, step: 887, lr_swin: 5.59e-06, lr_bert: 5.59e-06, max memory: 8.70 GB
01/05/2024 16:09:49 - INFO - __main__ - Ep 14, Loss (train): 6.2346e+00
01/05/2024 16:10:01 - INFO - __main__ - Ep 14, Acc (val): 67.87, 87.13
01/05/2024 16:10:39 - INFO - __main__ - Ep 14, Acc (test): 68.05, 86.61
01/05/2024 16:10:40 - INFO - __main__ - ep: 16, step: 1, lr_swin: 5.59e-06, lr_bert: 5.59e-06, max memory: 8.70 GB
01/05/2024 16:10:50 - INFO - __main__ - ep: 16, step: 21, lr_swin: 5.57e-06, lr_bert: 5.57e-06, max memory: 8.70 GB
01/05/2024 16:11:00 - INFO - __main__ - ep: 16, step: 41, lr_swin: 5.54e-06, lr_bert: 5.54e-06, max memory: 8.70 GB
01/05/2024 16:11:10 - INFO - __main__ - ep: 16, step: 61, lr_swin: 5.52e-06, lr_bert: 5.52e-06, max memory: 8.70 GB
01/05/2024 16:11:19 - INFO - __main__ - ep: 16, step: 81, lr_swin: 5.49e-06, lr_bert: 5.49e-06, max memory: 8.70 GB
01/05/2024 16:11:29 - INFO - __main__ - ep: 16, step: 101, lr_swin: 5.47e-06, lr_bert: 5.47e-06, max memory: 8.70 GB
01/05/2024 16:11:39 - INFO - __main__ - ep: 16, step: 121, lr_swin: 5.44e-06, lr_bert: 5.44e-06, max memory: 8.70 GB
01/05/2024 16:11:49 - INFO - __main__ - ep: 16, step: 141, lr_swin: 5.42e-06, lr_bert: 5.42e-06, max memory: 8.70 GB
01/05/2024 16:11:59 - INFO - __main__ - ep: 16, step: 161, lr_swin: 5.39e-06, lr_bert: 5.39e-06, max memory: 8.70 GB
01/05/2024 16:12:09 - INFO - __main__ - ep: 16, step: 181, lr_swin: 5.37e-06, lr_bert: 5.37e-06, max memory: 8.70 GB
01/05/2024 16:12:18 - INFO - __main__ - ep: 16, step: 201, lr_swin: 5.34e-06, lr_bert: 5.34e-06, max memory: 8.70 GB
01/05/2024 16:12:28 - INFO - __main__ - ep: 16, step: 221, lr_swin: 5.32e-06, lr_bert: 5.32e-06, max memory: 8.70 GB
01/05/2024 16:12:38 - INFO - __main__ - ep: 16, step: 241, lr_swin: 5.29e-06, lr_bert: 5.29e-06, max memory: 8.70 GB
01/05/2024 16:12:48 - INFO - __main__ - ep: 16, step: 261, lr_swin: 5.27e-06, lr_bert: 5.27e-06, max memory: 8.70 GB
01/05/2024 16:12:58 - INFO - __main__ - ep: 16, step: 281, lr_swin: 5.24e-06, lr_bert: 5.24e-06, max memory: 8.70 GB
01/05/2024 16:13:07 - INFO - __main__ - ep: 16, step: 301, lr_swin: 5.22e-06, lr_bert: 5.22e-06, max memory: 8.70 GB
01/05/2024 16:13:17 - INFO - __main__ - ep: 16, step: 321, lr_swin: 5.19e-06, lr_bert: 5.19e-06, max memory: 8.70 GB
01/05/2024 16:13:27 - INFO - __main__ - ep: 16, step: 341, lr_swin: 5.17e-06, lr_bert: 5.17e-06, max memory: 8.70 GB
01/05/2024 16:13:37 - INFO - __main__ - ep: 16, step: 361, lr_swin: 5.14e-06, lr_bert: 5.14e-06, max memory: 8.70 GB
01/05/2024 16:13:47 - INFO - __main__ - ep: 16, step: 381, lr_swin: 5.12e-06, lr_bert: 5.12e-06, max memory: 8.70 GB
01/05/2024 16:13:56 - INFO - __main__ - ep: 16, step: 401, lr_swin: 5.09e-06, lr_bert: 5.09e-06, max memory: 8.70 GB
01/05/2024 16:14:06 - INFO - __main__ - ep: 16, step: 421, lr_swin: 5.07e-06, lr_bert: 5.07e-06, max memory: 8.70 GB
01/05/2024 16:14:16 - INFO - __main__ - ep: 16, step: 441, lr_swin: 5.04e-06, lr_bert: 5.04e-06, max memory: 8.70 GB
01/05/2024 16:14:26 - INFO - __main__ - ep: 16, step: 461, lr_swin: 5.02e-06, lr_bert: 5.02e-06, max memory: 8.70 GB
01/05/2024 16:14:36 - INFO - __main__ - ep: 16, step: 481, lr_swin: 4.99e-06, lr_bert: 4.99e-06, max memory: 8.70 GB
01/05/2024 16:14:45 - INFO - __main__ - ep: 16, step: 501, lr_swin: 4.97e-06, lr_bert: 4.97e-06, max memory: 8.70 GB
01/05/2024 16:14:55 - INFO - __main__ - ep: 16, step: 521, lr_swin: 4.94e-06, lr_bert: 4.94e-06, max memory: 8.70 GB
01/05/2024 16:15:05 - INFO - __main__ - ep: 16, step: 541, lr_swin: 4.92e-06, lr_bert: 4.92e-06, max memory: 8.70 GB
01/05/2024 16:15:15 - INFO - __main__ - ep: 16, step: 561, lr_swin: 4.89e-06, lr_bert: 4.89e-06, max memory: 8.70 GB
01/05/2024 16:15:25 - INFO - __main__ - ep: 16, step: 581, lr_swin: 4.87e-06, lr_bert: 4.87e-06, max memory: 8.70 GB
01/05/2024 16:15:34 - INFO - __main__ - ep: 16, step: 601, lr_swin: 4.84e-06, lr_bert: 4.84e-06, max memory: 8.70 GB
01/05/2024 16:15:44 - INFO - __main__ - ep: 16, step: 621, lr_swin: 4.82e-06, lr_bert: 4.82e-06, max memory: 8.70 GB
01/05/2024 16:15:54 - INFO - __main__ - ep: 16, step: 641, lr_swin: 4.79e-06, lr_bert: 4.79e-06, max memory: 8.70 GB
01/05/2024 16:16:04 - INFO - __main__ - ep: 16, step: 661, lr_swin: 4.77e-06, lr_bert: 4.77e-06, max memory: 8.70 GB
01/05/2024 16:16:14 - INFO - __main__ - ep: 16, step: 681, lr_swin: 4.74e-06, lr_bert: 4.74e-06, max memory: 8.70 GB
01/05/2024 16:16:23 - INFO - __main__ - ep: 16, step: 701, lr_swin: 4.72e-06, lr_bert: 4.72e-06, max memory: 8.70 GB
01/05/2024 16:16:33 - INFO - __main__ - ep: 16, step: 721, lr_swin: 4.69e-06, lr_bert: 4.69e-06, max memory: 8.70 GB
01/05/2024 16:16:43 - INFO - __main__ - ep: 16, step: 741, lr_swin: 4.67e-06, lr_bert: 4.67e-06, max memory: 8.70 GB
01/05/2024 16:16:53 - INFO - __main__ - ep: 16, step: 761, lr_swin: 4.64e-06, lr_bert: 4.64e-06, max memory: 8.70 GB
01/05/2024 16:17:03 - INFO - __main__ - ep: 16, step: 781, lr_swin: 4.62e-06, lr_bert: 4.62e-06, max memory: 8.70 GB
01/05/2024 16:17:12 - INFO - __main__ - ep: 16, step: 801, lr_swin: 4.59e-06, lr_bert: 4.59e-06, max memory: 8.70 GB
01/05/2024 16:17:22 - INFO - __main__ - ep: 16, step: 821, lr_swin: 4.57e-06, lr_bert: 4.57e-06, max memory: 8.70 GB
01/05/2024 16:17:32 - INFO - __main__ - ep: 16, step: 841, lr_swin: 4.54e-06, lr_bert: 4.54e-06, max memory: 8.70 GB
01/05/2024 16:17:42 - INFO - __main__ - ep: 16, step: 861, lr_swin: 4.52e-06, lr_bert: 4.52e-06, max memory: 8.70 GB
01/05/2024 16:17:52 - INFO - __main__ - ep: 16, step: 881, lr_swin: 4.49e-06, lr_bert: 4.49e-06, max memory: 8.70 GB
01/05/2024 16:17:55 - INFO - __main__ - ep: 16, step: 887, lr_swin: 4.48e-06, lr_bert: 4.48e-06, max memory: 8.70 GB
01/05/2024 16:17:55 - INFO - __main__ - Ep 15, Loss (train): 4.5962e+00
01/05/2024 16:18:07 - INFO - __main__ - Ep 15, Acc (val): 68.30, 87.46
01/05/2024 16:18:45 - INFO - __main__ - Ep 15, Acc (test): 68.42, 86.66
01/05/2024 16:18:46 - INFO - __main__ - ep: 17, step: 1, lr_swin: 4.48e-06, lr_bert: 4.48e-06, max memory: 8.70 GB
01/05/2024 16:18:56 - INFO - __main__ - ep: 17, step: 21, lr_swin: 4.46e-06, lr_bert: 4.46e-06, max memory: 8.70 GB
01/05/2024 16:19:06 - INFO - __main__ - ep: 17, step: 41, lr_swin: 4.43e-06, lr_bert: 4.43e-06, max memory: 8.70 GB
01/05/2024 16:19:16 - INFO - __main__ - ep: 17, step: 61, lr_swin: 4.41e-06, lr_bert: 4.41e-06, max memory: 8.70 GB
01/05/2024 16:19:25 - INFO - __main__ - ep: 17, step: 81, lr_swin: 4.38e-06, lr_bert: 4.38e-06, max memory: 8.70 GB
01/05/2024 16:19:35 - INFO - __main__ - ep: 17, step: 101, lr_swin: 4.36e-06, lr_bert: 4.36e-06, max memory: 8.70 GB
01/05/2024 16:19:45 - INFO - __main__ - ep: 17, step: 121, lr_swin: 4.33e-06, lr_bert: 4.33e-06, max memory: 8.70 GB
01/05/2024 16:19:55 - INFO - __main__ - ep: 17, step: 141, lr_swin: 4.31e-06, lr_bert: 4.31e-06, max memory: 8.70 GB
01/05/2024 16:20:05 - INFO - __main__ - ep: 17, step: 161, lr_swin: 4.28e-06, lr_bert: 4.28e-06, max memory: 8.70 GB
01/05/2024 16:20:14 - INFO - __main__ - ep: 17, step: 181, lr_swin: 4.26e-06, lr_bert: 4.26e-06, max memory: 8.70 GB
01/05/2024 16:20:24 - INFO - __main__ - ep: 17, step: 201, lr_swin: 4.23e-06, lr_bert: 4.23e-06, max memory: 8.70 GB
01/05/2024 16:20:34 - INFO - __main__ - ep: 17, step: 221, lr_swin: 4.21e-06, lr_bert: 4.21e-06, max memory: 8.70 GB
01/05/2024 16:20:44 - INFO - __main__ - ep: 17, step: 241, lr_swin: 4.18e-06, lr_bert: 4.18e-06, max memory: 8.70 GB
01/05/2024 16:20:54 - INFO - __main__ - ep: 17, step: 261, lr_swin: 4.16e-06, lr_bert: 4.16e-06, max memory: 8.70 GB
01/05/2024 16:21:03 - INFO - __main__ - ep: 17, step: 281, lr_swin: 4.13e-06, lr_bert: 4.13e-06, max memory: 8.70 GB
01/05/2024 16:21:13 - INFO - __main__ - ep: 17, step: 301, lr_swin: 4.11e-06, lr_bert: 4.11e-06, max memory: 8.70 GB
01/05/2024 16:21:23 - INFO - __main__ - ep: 17, step: 321, lr_swin: 4.08e-06, lr_bert: 4.08e-06, max memory: 8.70 GB
01/05/2024 16:21:33 - INFO - __main__ - ep: 17, step: 341, lr_swin: 4.06e-06, lr_bert: 4.06e-06, max memory: 8.70 GB
01/05/2024 16:21:43 - INFO - __main__ - ep: 17, step: 361, lr_swin: 4.03e-06, lr_bert: 4.03e-06, max memory: 8.70 GB
01/05/2024 16:21:52 - INFO - __main__ - ep: 17, step: 381, lr_swin: 4.01e-06, lr_bert: 4.01e-06, max memory: 8.70 GB
01/05/2024 16:22:02 - INFO - __main__ - ep: 17, step: 401, lr_swin: 3.98e-06, lr_bert: 3.98e-06, max memory: 8.70 GB
01/05/2024 16:22:12 - INFO - __main__ - ep: 17, step: 421, lr_swin: 3.96e-06, lr_bert: 3.96e-06, max memory: 8.70 GB
01/05/2024 16:22:22 - INFO - __main__ - ep: 17, step: 441, lr_swin: 3.93e-06, lr_bert: 3.93e-06, max memory: 8.70 GB
01/05/2024 16:22:32 - INFO - __main__ - ep: 17, step: 461, lr_swin: 3.91e-06, lr_bert: 3.91e-06, max memory: 8.70 GB
01/05/2024 16:22:42 - INFO - __main__ - ep: 17, step: 481, lr_swin: 3.88e-06, lr_bert: 3.88e-06, max memory: 8.70 GB
01/05/2024 16:22:51 - INFO - __main__ - ep: 17, step: 501, lr_swin: 3.86e-06, lr_bert: 3.86e-06, max memory: 8.70 GB
01/05/2024 16:23:01 - INFO - __main__ - ep: 17, step: 521, lr_swin: 3.83e-06, lr_bert: 3.83e-06, max memory: 8.70 GB
01/05/2024 16:23:11 - INFO - __main__ - ep: 17, step: 541, lr_swin: 3.81e-06, lr_bert: 3.81e-06, max memory: 8.70 GB
01/05/2024 16:23:21 - INFO - __main__ - ep: 17, step: 561, lr_swin: 3.78e-06, lr_bert: 3.78e-06, max memory: 8.70 GB
01/05/2024 16:23:31 - INFO - __main__ - ep: 17, step: 581, lr_swin: 3.76e-06, lr_bert: 3.76e-06, max memory: 8.70 GB
01/05/2024 16:23:40 - INFO - __main__ - ep: 17, step: 601, lr_swin: 3.73e-06, lr_bert: 3.73e-06, max memory: 8.70 GB
01/05/2024 16:23:50 - INFO - __main__ - ep: 17, step: 621, lr_swin: 3.71e-06, lr_bert: 3.71e-06, max memory: 8.70 GB
01/05/2024 16:24:00 - INFO - __main__ - ep: 17, step: 641, lr_swin: 3.68e-06, lr_bert: 3.68e-06, max memory: 8.70 GB
01/05/2024 16:24:10 - INFO - __main__ - ep: 17, step: 661, lr_swin: 3.66e-06, lr_bert: 3.66e-06, max memory: 8.70 GB
01/05/2024 16:24:20 - INFO - __main__ - ep: 17, step: 681, lr_swin: 3.63e-06, lr_bert: 3.63e-06, max memory: 8.70 GB
01/05/2024 16:24:29 - INFO - __main__ - ep: 17, step: 701, lr_swin: 3.61e-06, lr_bert: 3.61e-06, max memory: 8.70 GB
01/05/2024 16:24:39 - INFO - __main__ - ep: 17, step: 721, lr_swin: 3.58e-06, lr_bert: 3.58e-06, max memory: 8.70 GB
01/05/2024 16:24:49 - INFO - __main__ - ep: 17, step: 741, lr_swin: 3.56e-06, lr_bert: 3.56e-06, max memory: 8.70 GB
01/05/2024 16:24:59 - INFO - __main__ - ep: 17, step: 761, lr_swin: 3.53e-06, lr_bert: 3.53e-06, max memory: 8.70 GB
01/05/2024 16:25:09 - INFO - __main__ - ep: 17, step: 781, lr_swin: 3.51e-06, lr_bert: 3.51e-06, max memory: 8.70 GB
01/05/2024 16:25:19 - INFO - __main__ - ep: 17, step: 801, lr_swin: 3.48e-06, lr_bert: 3.48e-06, max memory: 8.70 GB
01/05/2024 16:25:28 - INFO - __main__ - ep: 17, step: 821, lr_swin: 3.46e-06, lr_bert: 3.46e-06, max memory: 8.70 GB
01/05/2024 16:25:38 - INFO - __main__ - ep: 17, step: 841, lr_swin: 3.43e-06, lr_bert: 3.43e-06, max memory: 8.70 GB
01/05/2024 16:25:48 - INFO - __main__ - ep: 17, step: 861, lr_swin: 3.41e-06, lr_bert: 3.41e-06, max memory: 8.70 GB
01/05/2024 16:25:58 - INFO - __main__ - ep: 17, step: 881, lr_swin: 3.38e-06, lr_bert: 3.38e-06, max memory: 8.70 GB
01/05/2024 16:26:01 - INFO - __main__ - ep: 17, step: 887, lr_swin: 3.37e-06, lr_bert: 3.37e-06, max memory: 8.70 GB
01/05/2024 16:26:01 - INFO - __main__ - Ep 16, Loss (train): 3.6839e+00
01/05/2024 16:26:13 - INFO - __main__ - Ep 16, Acc (val): 68.12, 87.26
01/05/2024 16:26:51 - INFO - __main__ - Ep 16, Acc (test): 68.20, 86.61
01/05/2024 16:26:52 - INFO - __main__ - ep: 18, step: 1, lr_swin: 3.37e-06, lr_bert: 3.37e-06, max memory: 8.70 GB
01/05/2024 16:27:02 - INFO - __main__ - ep: 18, step: 21, lr_swin: 3.35e-06, lr_bert: 3.35e-06, max memory: 8.70 GB
01/05/2024 16:27:12 - INFO - __main__ - ep: 18, step: 41, lr_swin: 3.32e-06, lr_bert: 3.32e-06, max memory: 8.70 GB
01/05/2024 16:27:21 - INFO - __main__ - ep: 18, step: 61, lr_swin: 3.30e-06, lr_bert: 3.30e-06, max memory: 8.70 GB
01/05/2024 16:27:31 - INFO - __main__ - ep: 18, step: 81, lr_swin: 3.27e-06, lr_bert: 3.27e-06, max memory: 8.70 GB
01/05/2024 16:27:41 - INFO - __main__ - ep: 18, step: 101, lr_swin: 3.25e-06, lr_bert: 3.25e-06, max memory: 8.70 GB
01/05/2024 16:27:51 - INFO - __main__ - ep: 18, step: 121, lr_swin: 3.22e-06, lr_bert: 3.22e-06, max memory: 8.70 GB
01/05/2024 16:28:01 - INFO - __main__ - ep: 18, step: 141, lr_swin: 3.20e-06, lr_bert: 3.20e-06, max memory: 8.70 GB
01/05/2024 16:28:11 - INFO - __main__ - ep: 18, step: 161, lr_swin: 3.17e-06, lr_bert: 3.17e-06, max memory: 8.70 GB
01/05/2024 16:28:20 - INFO - __main__ - ep: 18, step: 181, lr_swin: 3.15e-06, lr_bert: 3.15e-06, max memory: 8.70 GB
01/05/2024 16:28:30 - INFO - __main__ - ep: 18, step: 201, lr_swin: 3.12e-06, lr_bert: 3.12e-06, max memory: 8.70 GB
01/05/2024 16:28:40 - INFO - __main__ - ep: 18, step: 221, lr_swin: 3.10e-06, lr_bert: 3.10e-06, max memory: 8.70 GB
01/05/2024 16:28:50 - INFO - __main__ - ep: 18, step: 241, lr_swin: 3.07e-06, lr_bert: 3.07e-06, max memory: 8.70 GB
01/05/2024 16:29:00 - INFO - __main__ - ep: 18, step: 261, lr_swin: 3.05e-06, lr_bert: 3.05e-06, max memory: 8.70 GB
01/05/2024 16:29:09 - INFO - __main__ - ep: 18, step: 281, lr_swin: 3.02e-06, lr_bert: 3.02e-06, max memory: 8.70 GB
01/05/2024 16:29:19 - INFO - __main__ - ep: 18, step: 301, lr_swin: 3.00e-06, lr_bert: 3.00e-06, max memory: 8.70 GB
01/05/2024 16:29:29 - INFO - __main__ - ep: 18, step: 321, lr_swin: 2.97e-06, lr_bert: 2.97e-06, max memory: 8.70 GB
01/05/2024 16:29:39 - INFO - __main__ - ep: 18, step: 341, lr_swin: 2.95e-06, lr_bert: 2.95e-06, max memory: 8.70 GB
01/05/2024 16:29:49 - INFO - __main__ - ep: 18, step: 361, lr_swin: 2.92e-06, lr_bert: 2.92e-06, max memory: 8.70 GB
01/05/2024 16:29:58 - INFO - __main__ - ep: 18, step: 381, lr_swin: 2.90e-06, lr_bert: 2.90e-06, max memory: 8.70 GB
01/05/2024 16:30:08 - INFO - __main__ - ep: 18, step: 401, lr_swin: 2.87e-06, lr_bert: 2.87e-06, max memory: 8.70 GB
01/05/2024 16:30:18 - INFO - __main__ - ep: 18, step: 421, lr_swin: 2.85e-06, lr_bert: 2.85e-06, max memory: 8.70 GB
01/05/2024 16:30:28 - INFO - __main__ - ep: 18, step: 441, lr_swin: 2.82e-06, lr_bert: 2.82e-06, max memory: 8.70 GB
01/05/2024 16:30:38 - INFO - __main__ - ep: 18, step: 461, lr_swin: 2.80e-06, lr_bert: 2.80e-06, max memory: 8.70 GB
01/05/2024 16:30:47 - INFO - __main__ - ep: 18, step: 481, lr_swin: 2.77e-06, lr_bert: 2.77e-06, max memory: 8.70 GB
01/05/2024 16:30:57 - INFO - __main__ - ep: 18, step: 501, lr_swin: 2.75e-06, lr_bert: 2.75e-06, max memory: 8.70 GB
01/05/2024 16:31:07 - INFO - __main__ - ep: 18, step: 521, lr_swin: 2.72e-06, lr_bert: 2.72e-06, max memory: 8.70 GB
01/05/2024 16:31:17 - INFO - __main__ - ep: 18, step: 541, lr_swin: 2.70e-06, lr_bert: 2.70e-06, max memory: 8.70 GB
01/05/2024 16:31:27 - INFO - __main__ - ep: 18, step: 561, lr_swin: 2.67e-06, lr_bert: 2.67e-06, max memory: 8.70 GB
01/05/2024 16:31:36 - INFO - __main__ - ep: 18, step: 581, lr_swin: 2.65e-06, lr_bert: 2.65e-06, max memory: 8.70 GB
01/05/2024 16:31:46 - INFO - __main__ - ep: 18, step: 601, lr_swin: 2.62e-06, lr_bert: 2.62e-06, max memory: 8.70 GB
01/05/2024 16:31:56 - INFO - __main__ - ep: 18, step: 621, lr_swin: 2.60e-06, lr_bert: 2.60e-06, max memory: 8.70 GB
01/05/2024 16:32:06 - INFO - __main__ - ep: 18, step: 641, lr_swin: 2.57e-06, lr_bert: 2.57e-06, max memory: 8.70 GB
01/05/2024 16:32:16 - INFO - __main__ - ep: 18, step: 661, lr_swin: 2.55e-06, lr_bert: 2.55e-06, max memory: 8.70 GB
01/05/2024 16:32:25 - INFO - __main__ - ep: 18, step: 681, lr_swin: 2.52e-06, lr_bert: 2.52e-06, max memory: 8.70 GB
01/05/2024 16:32:35 - INFO - __main__ - ep: 18, step: 701, lr_swin: 2.50e-06, lr_bert: 2.50e-06, max memory: 8.70 GB
01/05/2024 16:32:45 - INFO - __main__ - ep: 18, step: 721, lr_swin: 2.47e-06, lr_bert: 2.47e-06, max memory: 8.70 GB
01/05/2024 16:32:55 - INFO - __main__ - ep: 18, step: 741, lr_swin: 2.45e-06, lr_bert: 2.45e-06, max memory: 8.70 GB
01/05/2024 16:33:05 - INFO - __main__ - ep: 18, step: 761, lr_swin: 2.42e-06, lr_bert: 2.42e-06, max memory: 8.70 GB
01/05/2024 16:33:14 - INFO - __main__ - ep: 18, step: 781, lr_swin: 2.40e-06, lr_bert: 2.40e-06, max memory: 8.70 GB
01/05/2024 16:33:24 - INFO - __main__ - ep: 18, step: 801, lr_swin: 2.37e-06, lr_bert: 2.37e-06, max memory: 8.70 GB
01/05/2024 16:33:34 - INFO - __main__ - ep: 18, step: 821, lr_swin: 2.35e-06, lr_bert: 2.35e-06, max memory: 8.70 GB
01/05/2024 16:33:44 - INFO - __main__ - ep: 18, step: 841, lr_swin: 2.32e-06, lr_bert: 2.32e-06, max memory: 8.70 GB
01/05/2024 16:33:54 - INFO - __main__ - ep: 18, step: 861, lr_swin: 2.30e-06, lr_bert: 2.30e-06, max memory: 8.70 GB
01/05/2024 16:34:03 - INFO - __main__ - ep: 18, step: 881, lr_swin: 2.27e-06, lr_bert: 2.27e-06, max memory: 8.70 GB
01/05/2024 16:34:07 - INFO - __main__ - ep: 18, step: 887, lr_swin: 2.26e-06, lr_bert: 2.26e-06, max memory: 8.70 GB
01/05/2024 16:34:07 - INFO - __main__ - Ep 17, Loss (train): 3.4113e+00
01/05/2024 16:34:18 - INFO - __main__ - Ep 17, Acc (val): 68.43, 87.46
01/05/2024 16:34:57 - INFO - __main__ - Ep 17, Acc (test): 68.51, 86.62
01/05/2024 16:34:58 - INFO - __main__ - ep: 19, step: 1, lr_swin: 2.26e-06, lr_bert: 2.26e-06, max memory: 8.70 GB
01/05/2024 16:35:08 - INFO - __main__ - ep: 19, step: 21, lr_swin: 2.24e-06, lr_bert: 2.24e-06, max memory: 8.70 GB
01/05/2024 16:35:17 - INFO - __main__ - ep: 19, step: 41, lr_swin: 2.21e-06, lr_bert: 2.21e-06, max memory: 8.70 GB
01/05/2024 16:35:27 - INFO - __main__ - ep: 19, step: 61, lr_swin: 2.19e-06, lr_bert: 2.19e-06, max memory: 8.70 GB
01/05/2024 16:35:37 - INFO - __main__ - ep: 19, step: 81, lr_swin: 2.16e-06, lr_bert: 2.16e-06, max memory: 8.70 GB
01/05/2024 16:35:47 - INFO - __main__ - ep: 19, step: 101, lr_swin: 2.14e-06, lr_bert: 2.14e-06, max memory: 8.70 GB
01/05/2024 16:35:57 - INFO - __main__ - ep: 19, step: 121, lr_swin: 2.11e-06, lr_bert: 2.11e-06, max memory: 8.70 GB
01/05/2024 16:36:06 - INFO - __main__ - ep: 19, step: 141, lr_swin: 2.09e-06, lr_bert: 2.09e-06, max memory: 8.70 GB
01/05/2024 16:36:16 - INFO - __main__ - ep: 19, step: 161, lr_swin: 2.06e-06, lr_bert: 2.06e-06, max memory: 8.70 GB
01/05/2024 16:36:26 - INFO - __main__ - ep: 19, step: 181, lr_swin: 2.04e-06, lr_bert: 2.04e-06, max memory: 8.70 GB
01/05/2024 16:36:36 - INFO - __main__ - ep: 19, step: 201, lr_swin: 2.01e-06, lr_bert: 2.01e-06, max memory: 8.70 GB
01/05/2024 16:36:46 - INFO - __main__ - ep: 19, step: 221, lr_swin: 1.99e-06, lr_bert: 1.99e-06, max memory: 8.70 GB
01/05/2024 16:36:56 - INFO - __main__ - ep: 19, step: 241, lr_swin: 1.96e-06, lr_bert: 1.96e-06, max memory: 8.70 GB
01/05/2024 16:37:05 - INFO - __main__ - ep: 19, step: 261, lr_swin: 1.94e-06, lr_bert: 1.94e-06, max memory: 8.70 GB
01/05/2024 16:37:15 - INFO - __main__ - ep: 19, step: 281, lr_swin: 1.91e-06, lr_bert: 1.91e-06, max memory: 8.70 GB
01/05/2024 16:37:25 - INFO - __main__ - ep: 19, step: 301, lr_swin: 1.89e-06, lr_bert: 1.89e-06, max memory: 8.70 GB
01/05/2024 16:37:35 - INFO - __main__ - ep: 19, step: 321, lr_swin: 1.86e-06, lr_bert: 1.86e-06, max memory: 8.70 GB
01/05/2024 16:37:45 - INFO - __main__ - ep: 19, step: 341, lr_swin: 1.84e-06, lr_bert: 1.84e-06, max memory: 8.70 GB
01/05/2024 16:37:54 - INFO - __main__ - ep: 19, step: 361, lr_swin: 1.81e-06, lr_bert: 1.81e-06, max memory: 8.70 GB
01/05/2024 16:38:04 - INFO - __main__ - ep: 19, step: 381, lr_swin: 1.79e-06, lr_bert: 1.79e-06, max memory: 8.70 GB
01/05/2024 16:38:14 - INFO - __main__ - ep: 19, step: 401, lr_swin: 1.76e-06, lr_bert: 1.76e-06, max memory: 8.70 GB
01/05/2024 16:38:24 - INFO - __main__ - ep: 19, step: 421, lr_swin: 1.74e-06, lr_bert: 1.74e-06, max memory: 8.70 GB
01/05/2024 16:38:34 - INFO - __main__ - ep: 19, step: 441, lr_swin: 1.71e-06, lr_bert: 1.71e-06, max memory: 8.70 GB
01/05/2024 16:38:43 - INFO - __main__ - ep: 19, step: 461, lr_swin: 1.69e-06, lr_bert: 1.69e-06, max memory: 8.70 GB
01/05/2024 16:38:53 - INFO - __main__ - ep: 19, step: 481, lr_swin: 1.66e-06, lr_bert: 1.66e-06, max memory: 8.70 GB
01/05/2024 16:39:03 - INFO - __main__ - ep: 19, step: 501, lr_swin: 1.64e-06, lr_bert: 1.64e-06, max memory: 8.70 GB
01/05/2024 16:39:13 - INFO - __main__ - ep: 19, step: 521, lr_swin: 1.61e-06, lr_bert: 1.61e-06, max memory: 8.70 GB
01/05/2024 16:39:23 - INFO - __main__ - ep: 19, step: 541, lr_swin: 1.59e-06, lr_bert: 1.59e-06, max memory: 8.70 GB
01/05/2024 16:39:32 - INFO - __main__ - ep: 19, step: 561, lr_swin: 1.56e-06, lr_bert: 1.56e-06, max memory: 8.70 GB
01/05/2024 16:39:42 - INFO - __main__ - ep: 19, step: 581, lr_swin: 1.54e-06, lr_bert: 1.54e-06, max memory: 8.70 GB
01/05/2024 16:39:52 - INFO - __main__ - ep: 19, step: 601, lr_swin: 1.51e-06, lr_bert: 1.51e-06, max memory: 8.70 GB
01/05/2024 16:40:02 - INFO - __main__ - ep: 19, step: 621, lr_swin: 1.49e-06, lr_bert: 1.49e-06, max memory: 8.70 GB
01/05/2024 16:40:12 - INFO - __main__ - ep: 19, step: 641, lr_swin: 1.46e-06, lr_bert: 1.46e-06, max memory: 8.70 GB
01/05/2024 16:40:21 - INFO - __main__ - ep: 19, step: 661, lr_swin: 1.44e-06, lr_bert: 1.44e-06, max memory: 8.70 GB
01/05/2024 16:40:31 - INFO - __main__ - ep: 19, step: 681, lr_swin: 1.41e-06, lr_bert: 1.41e-06, max memory: 8.70 GB
01/05/2024 16:40:41 - INFO - __main__ - ep: 19, step: 701, lr_swin: 1.39e-06, lr_bert: 1.39e-06, max memory: 8.70 GB
01/05/2024 16:40:51 - INFO - __main__ - ep: 19, step: 721, lr_swin: 1.36e-06, lr_bert: 1.36e-06, max memory: 8.70 GB
01/05/2024 16:41:01 - INFO - __main__ - ep: 19, step: 741, lr_swin: 1.34e-06, lr_bert: 1.34e-06, max memory: 8.70 GB
01/05/2024 16:41:10 - INFO - __main__ - ep: 19, step: 761, lr_swin: 1.31e-06, lr_bert: 1.31e-06, max memory: 8.70 GB
01/05/2024 16:41:20 - INFO - __main__ - ep: 19, step: 781, lr_swin: 1.29e-06, lr_bert: 1.29e-06, max memory: 8.70 GB
01/05/2024 16:41:30 - INFO - __main__ - ep: 19, step: 801, lr_swin: 1.26e-06, lr_bert: 1.26e-06, max memory: 8.70 GB
01/05/2024 16:41:40 - INFO - __main__ - ep: 19, step: 821, lr_swin: 1.24e-06, lr_bert: 1.24e-06, max memory: 8.70 GB
01/05/2024 16:41:50 - INFO - __main__ - ep: 19, step: 841, lr_swin: 1.21e-06, lr_bert: 1.21e-06, max memory: 8.70 GB
01/05/2024 16:41:59 - INFO - __main__ - ep: 19, step: 861, lr_swin: 1.19e-06, lr_bert: 1.19e-06, max memory: 8.70 GB
01/05/2024 16:42:09 - INFO - __main__ - ep: 19, step: 881, lr_swin: 1.16e-06, lr_bert: 1.16e-06, max memory: 8.70 GB
01/05/2024 16:42:13 - INFO - __main__ - ep: 19, step: 887, lr_swin: 1.15e-06, lr_bert: 1.15e-06, max memory: 8.70 GB
01/05/2024 16:42:13 - INFO - __main__ - Ep 18, Loss (train): 2.6162e+00
01/05/2024 16:42:24 - INFO - __main__ - Ep 18, Acc (val): 68.27, 87.59
01/05/2024 16:43:02 - INFO - __main__ - Ep 18, Acc (test): 68.32, 86.76
01/05/2024 16:43:04 - INFO - __main__ - ep: 20, step: 1, lr_swin: 1.15e-06, lr_bert: 1.15e-06, max memory: 8.70 GB
01/05/2024 16:43:14 - INFO - __main__ - ep: 20, step: 21, lr_swin: 1.13e-06, lr_bert: 1.13e-06, max memory: 8.70 GB
01/05/2024 16:43:23 - INFO - __main__ - ep: 20, step: 41, lr_swin: 1.10e-06, lr_bert: 1.10e-06, max memory: 8.70 GB
01/05/2024 16:43:33 - INFO - __main__ - ep: 20, step: 61, lr_swin: 1.08e-06, lr_bert: 1.08e-06, max memory: 8.70 GB
01/05/2024 16:43:43 - INFO - __main__ - ep: 20, step: 81, lr_swin: 1.05e-06, lr_bert: 1.05e-06, max memory: 8.70 GB
01/05/2024 16:43:53 - INFO - __main__ - ep: 20, step: 101, lr_swin: 1.03e-06, lr_bert: 1.03e-06, max memory: 8.70 GB
01/05/2024 16:44:03 - INFO - __main__ - ep: 20, step: 121, lr_swin: 1.00e-06, lr_bert: 1.00e-06, max memory: 8.70 GB
01/05/2024 16:44:12 - INFO - __main__ - ep: 20, step: 141, lr_swin: 9.77e-07, lr_bert: 9.77e-07, max memory: 8.70 GB
01/05/2024 16:44:22 - INFO - __main__ - ep: 20, step: 161, lr_swin: 9.52e-07, lr_bert: 9.52e-07, max memory: 8.70 GB
01/05/2024 16:44:32 - INFO - __main__ - ep: 20, step: 181, lr_swin: 9.27e-07, lr_bert: 9.27e-07, max memory: 8.70 GB
01/05/2024 16:44:42 - INFO - __main__ - ep: 20, step: 201, lr_swin: 9.02e-07, lr_bert: 9.02e-07, max memory: 8.70 GB
01/05/2024 16:44:52 - INFO - __main__ - ep: 20, step: 221, lr_swin: 8.77e-07, lr_bert: 8.77e-07, max memory: 8.70 GB
01/05/2024 16:45:01 - INFO - __main__ - ep: 20, step: 241, lr_swin: 8.52e-07, lr_bert: 8.52e-07, max memory: 8.70 GB
01/05/2024 16:45:11 - INFO - __main__ - ep: 20, step: 261, lr_swin: 8.27e-07, lr_bert: 8.27e-07, max memory: 8.70 GB
01/05/2024 16:45:21 - INFO - __main__ - ep: 20, step: 281, lr_swin: 8.02e-07, lr_bert: 8.02e-07, max memory: 8.70 GB
01/05/2024 16:45:31 - INFO - __main__ - ep: 20, step: 301, lr_swin: 7.77e-07, lr_bert: 7.77e-07, max memory: 8.70 GB
01/05/2024 16:45:41 - INFO - __main__ - ep: 20, step: 321, lr_swin: 7.52e-07, lr_bert: 7.52e-07, max memory: 8.70 GB
01/05/2024 16:45:51 - INFO - __main__ - ep: 20, step: 341, lr_swin: 7.27e-07, lr_bert: 7.27e-07, max memory: 8.70 GB
01/05/2024 16:46:00 - INFO - __main__ - ep: 20, step: 361, lr_swin: 7.01e-07, lr_bert: 7.01e-07, max memory: 8.70 GB
01/05/2024 16:46:10 - INFO - __main__ - ep: 20, step: 381, lr_swin: 6.76e-07, lr_bert: 6.76e-07, max memory: 8.70 GB
01/05/2024 16:46:20 - INFO - __main__ - ep: 20, step: 401, lr_swin: 6.51e-07, lr_bert: 6.51e-07, max memory: 8.70 GB
01/05/2024 16:46:30 - INFO - __main__ - ep: 20, step: 421, lr_swin: 6.26e-07, lr_bert: 6.26e-07, max memory: 8.70 GB
01/05/2024 16:46:40 - INFO - __main__ - ep: 20, step: 441, lr_swin: 6.01e-07, lr_bert: 6.01e-07, max memory: 8.70 GB
01/05/2024 16:46:50 - INFO - __main__ - ep: 20, step: 461, lr_swin: 5.76e-07, lr_bert: 5.76e-07, max memory: 8.70 GB
01/05/2024 16:46:59 - INFO - __main__ - ep: 20, step: 481, lr_swin: 5.51e-07, lr_bert: 5.51e-07, max memory: 8.70 GB
01/05/2024 16:47:09 - INFO - __main__ - ep: 20, step: 501, lr_swin: 5.26e-07, lr_bert: 5.26e-07, max memory: 8.70 GB
01/05/2024 16:47:19 - INFO - __main__ - ep: 20, step: 521, lr_swin: 5.01e-07, lr_bert: 5.01e-07, max memory: 8.70 GB
01/05/2024 16:47:29 - INFO - __main__ - ep: 20, step: 541, lr_swin: 4.76e-07, lr_bert: 4.76e-07, max memory: 8.70 GB
01/05/2024 16:47:39 - INFO - __main__ - ep: 20, step: 561, lr_swin: 4.51e-07, lr_bert: 4.51e-07, max memory: 8.70 GB
01/05/2024 16:47:48 - INFO - __main__ - ep: 20, step: 581, lr_swin: 4.26e-07, lr_bert: 4.26e-07, max memory: 8.70 GB
01/05/2024 16:47:58 - INFO - __main__ - ep: 20, step: 601, lr_swin: 4.01e-07, lr_bert: 4.01e-07, max memory: 8.70 GB
01/05/2024 16:48:08 - INFO - __main__ - ep: 20, step: 621, lr_swin: 3.76e-07, lr_bert: 3.76e-07, max memory: 8.70 GB
01/05/2024 16:48:18 - INFO - __main__ - ep: 20, step: 641, lr_swin: 3.51e-07, lr_bert: 3.51e-07, max memory: 8.70 GB
01/05/2024 16:48:28 - INFO - __main__ - ep: 20, step: 661, lr_swin: 3.26e-07, lr_bert: 3.26e-07, max memory: 8.70 GB
01/05/2024 16:48:37 - INFO - __main__ - ep: 20, step: 681, lr_swin: 3.01e-07, lr_bert: 3.01e-07, max memory: 8.70 GB
01/05/2024 16:48:47 - INFO - __main__ - ep: 20, step: 701, lr_swin: 2.76e-07, lr_bert: 2.76e-07, max memory: 8.70 GB
01/05/2024 16:48:57 - INFO - __main__ - ep: 20, step: 721, lr_swin: 2.51e-07, lr_bert: 2.51e-07, max memory: 8.70 GB
01/05/2024 16:49:07 - INFO - __main__ - ep: 20, step: 741, lr_swin: 2.25e-07, lr_bert: 2.25e-07, max memory: 8.70 GB
01/05/2024 16:49:17 - INFO - __main__ - ep: 20, step: 761, lr_swin: 2.00e-07, lr_bert: 2.00e-07, max memory: 8.70 GB
01/05/2024 16:49:27 - INFO - __main__ - ep: 20, step: 781, lr_swin: 1.75e-07, lr_bert: 1.75e-07, max memory: 8.70 GB
01/05/2024 16:49:36 - INFO - __main__ - ep: 20, step: 801, lr_swin: 1.50e-07, lr_bert: 1.50e-07, max memory: 8.70 GB
01/05/2024 16:49:46 - INFO - __main__ - ep: 20, step: 821, lr_swin: 1.25e-07, lr_bert: 1.25e-07, max memory: 8.70 GB
01/05/2024 16:49:56 - INFO - __main__ - ep: 20, step: 841, lr_swin: 1.00e-07, lr_bert: 1.00e-07, max memory: 8.70 GB
01/05/2024 16:50:06 - INFO - __main__ - ep: 20, step: 861, lr_swin: 7.52e-08, lr_bert: 7.52e-08, max memory: 8.70 GB
01/05/2024 16:50:16 - INFO - __main__ - ep: 20, step: 881, lr_swin: 5.01e-08, lr_bert: 5.01e-08, max memory: 8.70 GB
01/05/2024 16:50:19 - INFO - __main__ - ep: 20, step: 887, lr_swin: 4.13e-08, lr_bert: 4.13e-08, max memory: 8.70 GB
01/05/2024 16:50:19 - INFO - __main__ - Ep 19, Loss (train): 2.3265e+00
01/05/2024 16:50:31 - INFO - __main__ - Ep 19, Acc (val): 68.30, 87.46
01/05/2024 16:51:09 - INFO - __main__ - Ep 19, Acc (test): 68.51, 86.69
01/05/2024 16:51:09 - INFO - __main__ - Best val @ ep 18, 68.43
01/05/2024 16:51:09 - INFO - __main__ - Best test @ ep 20, 68.51 (adjusted)

fine-tuned ckpt: ep=18 / ep=20

DiDeMo (32.4 / 63.3 / 73.3)

01/05/2024 14:08:39 - INFO - __main__ - Saved training meta infomation, start training ...
01/05/2024 14:09:01 - INFO - __main__ - global step: 20, lr_swin: 1.00e-08, lr_bert: 1.00e-08, max memory: 28.01 GB
01/05/2024 14:09:24 - INFO - __main__ - global step: 40, lr_swin: 1.05e-06, lr_bert: 1.05e-06, max memory: 28.01 GB
01/05/2024 14:09:47 - INFO - __main__ - global step: 60, lr_swin: 2.15e-06, lr_bert: 2.15e-06, max memory: 28.01 GB
01/05/2024 14:10:10 - INFO - __main__ - global step: 80, lr_swin: 3.31e-06, lr_bert: 3.31e-06, max memory: 28.01 GB
01/05/2024 14:10:33 - INFO - __main__ - global step: 100, lr_swin: 4.48e-06, lr_bert: 4.48e-06, max memory: 28.01 GB
01/05/2024 14:10:56 - INFO - __main__ - global step: 120, lr_swin: 5.64e-06, lr_bert: 5.64e-06, max memory: 28.01 GB
01/05/2024 14:11:19 - INFO - __main__ - global step: 140, lr_swin: 6.80e-06, lr_bert: 6.80e-06, max memory: 28.01 GB
01/05/2024 14:11:42 - INFO - __main__ - global step: 160, lr_swin: 7.97e-06, lr_bert: 7.97e-06, max memory: 28.01 GB
01/05/2024 14:11:57 - INFO - __main__ - global step: 172, lr_swin: 8.72e-06, lr_bert: 8.72e-06, max memory: 28.01 GB
01/05/2024 14:12:20 - INFO - __main__ - Ep 1: 1.808818 0.855114 0.854563
01/05/2024 14:12:29 - INFO - __main__ - global step: 180, lr_swin: 9.13e-06, lr_bert: 9.13e-06, max memory: 28.01 GB
01/05/2024 14:12:52 - INFO - __main__ - global step: 200, lr_swin: 1.03e-05, lr_bert: 1.03e-05, max memory: 28.01 GB
01/05/2024 14:13:16 - INFO - __main__ - global step: 220, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 28.01 GB
01/05/2024 14:13:39 - INFO - __main__ - global step: 240, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 28.01 GB
01/05/2024 14:14:02 - INFO - __main__ - global step: 260, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 28.01 GB
01/05/2024 14:14:25 - INFO - __main__ - global step: 280, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 28.01 GB
01/05/2024 14:14:48 - INFO - __main__ - global step: 300, lr_swin: 1.61e-05, lr_bert: 1.61e-05, max memory: 28.01 GB
01/05/2024 14:15:11 - INFO - __main__ - global step: 320, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 28.01 GB
01/05/2024 14:15:34 - INFO - __main__ - global step: 340, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 28.01 GB
01/05/2024 14:15:40 - INFO - __main__ - global step: 344, lr_swin: 1.87e-05, lr_bert: 1.87e-05, max memory: 28.01 GB
01/05/2024 14:16:03 - INFO - __main__ - Ep 2: 1.317537 0.864583 0.866468
01/05/2024 14:16:21 - INFO - __main__ - global step: 360, lr_swin: 1.96e-05, lr_bert: 1.96e-05, max memory: 28.01 GB
01/05/2024 14:16:44 - INFO - __main__ - global step: 380, lr_swin: 1.99e-05, lr_bert: 1.99e-05, max memory: 28.01 GB
01/05/2024 14:17:07 - INFO - __main__ - global step: 400, lr_swin: 1.98e-05, lr_bert: 1.98e-05, max memory: 28.01 GB
01/05/2024 14:17:30 - INFO - __main__ - global step: 420, lr_swin: 1.97e-05, lr_bert: 1.97e-05, max memory: 28.01 GB
01/05/2024 14:17:53 - INFO - __main__ - global step: 440, lr_swin: 1.95e-05, lr_bert: 1.95e-05, max memory: 28.01 GB
01/05/2024 14:18:16 - INFO - __main__ - global step: 460, lr_swin: 1.94e-05, lr_bert: 1.94e-05, max memory: 28.01 GB
01/05/2024 14:18:39 - INFO - __main__ - global step: 480, lr_swin: 1.93e-05, lr_bert: 1.93e-05, max memory: 28.01 GB
01/05/2024 14:19:02 - INFO - __main__ - global step: 500, lr_swin: 1.91e-05, lr_bert: 1.91e-05, max memory: 28.01 GB
01/05/2024 14:19:22 - INFO - __main__ - global step: 516, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 28.01 GB
01/05/2024 14:19:44 - INFO - __main__ - Ep 3: 1.126988 0.866477 0.878770
01/05/2024 14:19:49 - INFO - __main__ - global step: 520, lr_swin: 1.90e-05, lr_bert: 1.90e-05, max memory: 28.01 GB
01/05/2024 14:20:12 - INFO - __main__ - global step: 540, lr_swin: 1.89e-05, lr_bert: 1.89e-05, max memory: 28.01 GB
01/05/2024 14:20:35 - INFO - __main__ - global step: 560, lr_swin: 1.88e-05, lr_bert: 1.88e-05, max memory: 28.01 GB
01/05/2024 14:20:58 - INFO - __main__ - global step: 580, lr_swin: 1.86e-05, lr_bert: 1.86e-05, max memory: 28.01 GB
01/05/2024 14:21:21 - INFO - __main__ - global step: 600, lr_swin: 1.85e-05, lr_bert: 1.85e-05, max memory: 28.01 GB
01/05/2024 14:21:44 - INFO - __main__ - global step: 620, lr_swin: 1.84e-05, lr_bert: 1.84e-05, max memory: 28.01 GB
01/05/2024 14:22:07 - INFO - __main__ - global step: 640, lr_swin: 1.82e-05, lr_bert: 1.82e-05, max memory: 28.01 GB
01/05/2024 14:22:30 - INFO - __main__ - global step: 660, lr_swin: 1.81e-05, lr_bert: 1.81e-05, max memory: 28.01 GB
01/05/2024 14:22:53 - INFO - __main__ - global step: 680, lr_swin: 1.80e-05, lr_bert: 1.80e-05, max memory: 28.01 GB
01/05/2024 14:23:03 - INFO - __main__ - global step: 688, lr_swin: 1.79e-05, lr_bert: 1.79e-05, max memory: 28.01 GB
01/05/2024 14:23:25 - INFO - __main__ - Ep 4: 0.945601 0.883523 0.876786
01/05/2024 14:23:39 - INFO - __main__ - global step: 700, lr_swin: 1.78e-05, lr_bert: 1.78e-05, max memory: 28.01 GB
01/05/2024 14:24:02 - INFO - __main__ - global step: 720, lr_swin: 1.77e-05, lr_bert: 1.77e-05, max memory: 28.01 GB
01/05/2024 14:24:25 - INFO - __main__ - global step: 740, lr_swin: 1.76e-05, lr_bert: 1.76e-05, max memory: 28.01 GB
01/05/2024 14:24:48 - INFO - __main__ - global step: 760, lr_swin: 1.75e-05, lr_bert: 1.75e-05, max memory: 28.01 GB
01/05/2024 14:25:11 - INFO - __main__ - global step: 780, lr_swin: 1.73e-05, lr_bert: 1.73e-05, max memory: 28.01 GB
01/05/2024 14:25:34 - INFO - __main__ - global step: 800, lr_swin: 1.72e-05, lr_bert: 1.72e-05, max memory: 28.01 GB
01/05/2024 14:25:57 - INFO - __main__ - global step: 820, lr_swin: 1.71e-05, lr_bert: 1.71e-05, max memory: 28.01 GB
01/05/2024 14:26:20 - INFO - __main__ - global step: 840, lr_swin: 1.69e-05, lr_bert: 1.69e-05, max memory: 28.01 GB
01/05/2024 14:26:43 - INFO - __main__ - global step: 860, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 28.01 GB
01/05/2024 14:26:44 - INFO - __main__ - global step: 860, lr_swin: 1.68e-05, lr_bert: 1.68e-05, max memory: 28.01 GB
01/05/2024 14:27:06 - INFO - __main__ - Ep 5: 0.782036 0.885417 0.871429
01/05/2024 14:27:30 - INFO - __main__ - global step: 880, lr_swin: 1.67e-05, lr_bert: 1.67e-05, max memory: 28.01 GB
01/05/2024 14:27:53 - INFO - __main__ - global step: 900, lr_swin: 1.66e-05, lr_bert: 1.66e-05, max memory: 28.01 GB
01/05/2024 14:28:16 - INFO - __main__ - global step: 920, lr_swin: 1.64e-05, lr_bert: 1.64e-05, max memory: 28.01 GB
01/05/2024 14:28:39 - INFO - __main__ - global step: 940, lr_swin: 1.63e-05, lr_bert: 1.63e-05, max memory: 28.01 GB
01/05/2024 14:29:02 - INFO - __main__ - global step: 960, lr_swin: 1.62e-05, lr_bert: 1.62e-05, max memory: 28.01 GB
01/05/2024 14:29:25 - INFO - __main__ - global step: 980, lr_swin: 1.60e-05, lr_bert: 1.60e-05, max memory: 28.01 GB
01/05/2024 14:29:48 - INFO - __main__ - global step: 1000, lr_swin: 1.59e-05, lr_bert: 1.59e-05, max memory: 28.01 GB
01/05/2024 14:30:11 - INFO - __main__ - global step: 1020, lr_swin: 1.58e-05, lr_bert: 1.58e-05, max memory: 28.01 GB
01/05/2024 14:30:25 - INFO - __main__ - global step: 1032, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 28.01 GB
01/05/2024 14:30:47 - INFO - __main__ - Ep 6: 0.701587 0.887311 0.893254
01/05/2024 14:30:57 - INFO - __main__ - global step: 1040, lr_swin: 1.57e-05, lr_bert: 1.57e-05, max memory: 28.01 GB
01/05/2024 14:31:20 - INFO - __main__ - global step: 1060, lr_swin: 1.55e-05, lr_bert: 1.55e-05, max memory: 28.01 GB
01/05/2024 14:31:43 - INFO - __main__ - global step: 1080, lr_swin: 1.54e-05, lr_bert: 1.54e-05, max memory: 28.01 GB
01/05/2024 14:32:06 - INFO - __main__ - global step: 1100, lr_swin: 1.53e-05, lr_bert: 1.53e-05, max memory: 28.01 GB
01/05/2024 14:32:29 - INFO - __main__ - global step: 1120, lr_swin: 1.51e-05, lr_bert: 1.51e-05, max memory: 28.01 GB
01/05/2024 14:32:52 - INFO - __main__ - global step: 1140, lr_swin: 1.50e-05, lr_bert: 1.50e-05, max memory: 28.01 GB
01/05/2024 14:33:15 - INFO - __main__ - global step: 1160, lr_swin: 1.49e-05, lr_bert: 1.49e-05, max memory: 28.01 GB
01/05/2024 14:33:38 - INFO - __main__ - global step: 1180, lr_swin: 1.47e-05, lr_bert: 1.47e-05, max memory: 28.01 GB
01/05/2024 14:34:01 - INFO - __main__ - global step: 1200, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 28.01 GB
01/05/2024 14:34:06 - INFO - __main__ - global step: 1204, lr_swin: 1.46e-05, lr_bert: 1.46e-05, max memory: 28.01 GB
01/05/2024 14:34:29 - INFO - __main__ - Ep 7: 0.617462 0.899621 0.889683
01/05/2024 14:34:48 - INFO - __main__ - global step: 1220, lr_swin: 1.45e-05, lr_bert: 1.45e-05, max memory: 28.01 GB
01/05/2024 14:35:11 - INFO - __main__ - global step: 1240, lr_swin: 1.44e-05, lr_bert: 1.44e-05, max memory: 28.01 GB
01/05/2024 14:35:34 - INFO - __main__ - global step: 1260, lr_swin: 1.42e-05, lr_bert: 1.42e-05, max memory: 28.01 GB
01/05/2024 14:35:57 - INFO - __main__ - global step: 1280, lr_swin: 1.41e-05, lr_bert: 1.41e-05, max memory: 28.01 GB
01/05/2024 14:36:20 - INFO - __main__ - global step: 1300, lr_swin: 1.40e-05, lr_bert: 1.40e-05, max memory: 28.01 GB
01/05/2024 14:36:43 - INFO - __main__ - global step: 1320, lr_swin: 1.38e-05, lr_bert: 1.38e-05, max memory: 28.01 GB
01/05/2024 14:37:06 - INFO - __main__ - global step: 1340, lr_swin: 1.37e-05, lr_bert: 1.37e-05, max memory: 28.01 GB
01/05/2024 14:37:29 - INFO - __main__ - global step: 1360, lr_swin: 1.36e-05, lr_bert: 1.36e-05, max memory: 28.01 GB
01/05/2024 14:37:48 - INFO - __main__ - global step: 1376, lr_swin: 1.35e-05, lr_bert: 1.35e-05, max memory: 28.01 GB
01/05/2024 14:38:11 - INFO - __main__ - Ep 8: 0.566976 0.892045 0.888690
01/05/2024 14:38:15 - INFO - __main__ - global step: 1380, lr_swin: 1.35e-05, lr_bert: 1.35e-05, max memory: 28.01 GB
01/05/2024 14:38:38 - INFO - __main__ - global step: 1400, lr_swin: 1.33e-05, lr_bert: 1.33e-05, max memory: 28.01 GB
01/05/2024 14:39:01 - INFO - __main__ - global step: 1420, lr_swin: 1.32e-05, lr_bert: 1.32e-05, max memory: 28.01 GB
01/05/2024 14:39:24 - INFO - __main__ - global step: 1440, lr_swin: 1.31e-05, lr_bert: 1.31e-05, max memory: 28.01 GB
01/05/2024 14:39:47 - INFO - __main__ - global step: 1460, lr_swin: 1.29e-05, lr_bert: 1.29e-05, max memory: 28.01 GB
01/05/2024 14:40:10 - INFO - __main__ - global step: 1480, lr_swin: 1.28e-05, lr_bert: 1.28e-05, max memory: 28.01 GB
01/05/2024 14:40:33 - INFO - __main__ - global step: 1500, lr_swin: 1.27e-05, lr_bert: 1.27e-05, max memory: 28.01 GB
01/05/2024 14:40:56 - INFO - __main__ - global step: 1520, lr_swin: 1.26e-05, lr_bert: 1.26e-05, max memory: 28.01 GB
01/05/2024 14:41:19 - INFO - __main__ - global step: 1540, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 28.01 GB
01/05/2024 14:41:29 - INFO - __main__ - global step: 1548, lr_swin: 1.24e-05, lr_bert: 1.24e-05, max memory: 28.01 GB
01/05/2024 14:41:51 - INFO - __main__ - Ep 9: 0.510208 0.888258 0.895238
01/05/2024 14:42:05 - INFO - __main__ - global step: 1560, lr_swin: 1.23e-05, lr_bert: 1.23e-05, max memory: 28.01 GB
01/05/2024 14:42:28 - INFO - __main__ - global step: 1580, lr_swin: 1.22e-05, lr_bert: 1.22e-05, max memory: 28.01 GB
01/05/2024 14:42:51 - INFO - __main__ - global step: 1600, lr_swin: 1.20e-05, lr_bert: 1.20e-05, max memory: 28.01 GB
01/05/2024 14:43:14 - INFO - __main__ - global step: 1620, lr_swin: 1.19e-05, lr_bert: 1.19e-05, max memory: 28.01 GB
01/05/2024 14:43:37 - INFO - __main__ - global step: 1640, lr_swin: 1.18e-05, lr_bert: 1.18e-05, max memory: 28.01 GB
01/05/2024 14:44:00 - INFO - __main__ - global step: 1660, lr_swin: 1.17e-05, lr_bert: 1.17e-05, max memory: 28.01 GB
01/05/2024 14:44:23 - INFO - __main__ - global step: 1680, lr_swin: 1.15e-05, lr_bert: 1.15e-05, max memory: 28.01 GB
01/05/2024 14:44:46 - INFO - __main__ - global step: 1700, lr_swin: 1.14e-05, lr_bert: 1.14e-05, max memory: 28.01 GB
01/05/2024 14:45:09 - INFO - __main__ - global step: 1720, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 28.01 GB
01/05/2024 14:45:10 - INFO - __main__ - global step: 1720, lr_swin: 1.13e-05, lr_bert: 1.13e-05, max memory: 28.01 GB
01/05/2024 14:45:34 - INFO - __main__ - Ep 10: 0.459263 0.890152 0.893651
01/05/2024 14:45:57 - INFO - __main__ - global step: 1740, lr_swin: 1.11e-05, lr_bert: 1.11e-05, max memory: 28.01 GB
01/05/2024 14:46:20 - INFO - __main__ - global step: 1760, lr_swin: 1.10e-05, lr_bert: 1.10e-05, max memory: 28.01 GB
01/05/2024 14:46:43 - INFO - __main__ - global step: 1780, lr_swin: 1.09e-05, lr_bert: 1.09e-05, max memory: 28.01 GB
01/05/2024 14:47:06 - INFO - __main__ - global step: 1800, lr_swin: 1.07e-05, lr_bert: 1.07e-05, max memory: 28.01 GB
01/05/2024 14:47:29 - INFO - __main__ - global step: 1820, lr_swin: 1.06e-05, lr_bert: 1.06e-05, max memory: 28.01 GB
01/05/2024 14:47:52 - INFO - __main__ - global step: 1840, lr_swin: 1.05e-05, lr_bert: 1.05e-05, max memory: 28.01 GB
01/05/2024 14:48:15 - INFO - __main__ - global step: 1860, lr_swin: 1.04e-05, lr_bert: 1.04e-05, max memory: 28.01 GB
01/05/2024 14:48:38 - INFO - __main__ - global step: 1880, lr_swin: 1.02e-05, lr_bert: 1.02e-05, max memory: 28.01 GB
01/05/2024 14:48:53 - INFO - __main__ - global step: 1892, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 28.01 GB
01/05/2024 14:49:16 - INFO - __main__ - Ep 11: 0.442061 0.896780 0.884325
01/05/2024 14:49:26 - INFO - __main__ - global step: 1900, lr_swin: 1.01e-05, lr_bert: 1.01e-05, max memory: 28.01 GB
01/05/2024 14:49:49 - INFO - __main__ - global step: 1920, lr_swin: 9.97e-06, lr_bert: 9.97e-06, max memory: 28.01 GB
01/05/2024 14:50:11 - INFO - __main__ - global step: 1940, lr_swin: 9.84e-06, lr_bert: 9.84e-06, max memory: 28.01 GB
01/05/2024 14:50:34 - INFO - __main__ - global step: 1960, lr_swin: 9.72e-06, lr_bert: 9.72e-06, max memory: 28.01 GB
01/05/2024 14:50:57 - INFO - __main__ - global step: 1980, lr_swin: 9.59e-06, lr_bert: 9.59e-06, max memory: 28.01 GB
01/05/2024 14:51:20 - INFO - __main__ - global step: 2000, lr_swin: 9.46e-06, lr_bert: 9.46e-06, max memory: 28.01 GB
01/05/2024 14:51:43 - INFO - __main__ - global step: 2020, lr_swin: 9.33e-06, lr_bert: 9.33e-06, max memory: 28.01 GB
01/05/2024 14:52:06 - INFO - __main__ - global step: 2040, lr_swin: 9.20e-06, lr_bert: 9.20e-06, max memory: 28.01 GB
01/05/2024 14:52:29 - INFO - __main__ - global step: 2060, lr_swin: 9.07e-06, lr_bert: 9.07e-06, max memory: 28.01 GB
01/05/2024 14:52:35 - INFO - __main__ - global step: 2064, lr_swin: 9.04e-06, lr_bert: 9.04e-06, max memory: 28.01 GB
01/05/2024 14:52:58 - INFO - __main__ - Ep 12: 0.387980 0.898674 0.898611
01/05/2024 14:53:17 - INFO - __main__ - global step: 2080, lr_swin: 8.94e-06, lr_bert: 8.94e-06, max memory: 28.01 GB
01/05/2024 14:53:39 - INFO - __main__ - global step: 2100, lr_swin: 8.81e-06, lr_bert: 8.81e-06, max memory: 28.01 GB
01/05/2024 14:54:02 - INFO - __main__ - global step: 2120, lr_swin: 8.68e-06, lr_bert: 8.68e-06, max memory: 28.01 GB
01/05/2024 14:54:25 - INFO - __main__ - global step: 2140, lr_swin: 8.55e-06, lr_bert: 8.55e-06, max memory: 28.01 GB
01/05/2024 14:54:48 - INFO - __main__ - global step: 2160, lr_swin: 8.42e-06, lr_bert: 8.42e-06, max memory: 28.01 GB
01/05/2024 14:55:11 - INFO - __main__ - global step: 2180, lr_swin: 8.29e-06, lr_bert: 8.29e-06, max memory: 28.01 GB
01/05/2024 14:55:34 - INFO - __main__ - global step: 2200, lr_swin: 8.17e-06, lr_bert: 8.17e-06, max memory: 28.01 GB
01/05/2024 14:55:57 - INFO - __main__ - global step: 2220, lr_swin: 8.04e-06, lr_bert: 8.04e-06, max memory: 28.01 GB
01/05/2024 14:56:16 - INFO - __main__ - global step: 2236, lr_swin: 7.93e-06, lr_bert: 7.93e-06, max memory: 28.01 GB
01/05/2024 14:56:39 - INFO - __main__ - Ep 13: 0.369930 0.898674 0.898611
01/05/2024 14:56:43 - INFO - __main__ - global step: 2240, lr_swin: 7.91e-06, lr_bert: 7.91e-06, max memory: 28.01 GB
01/05/2024 14:57:06 - INFO - __main__ - global step: 2260, lr_swin: 7.78e-06, lr_bert: 7.78e-06, max memory: 28.01 GB
01/05/2024 14:57:29 - INFO - __main__ - global step: 2280, lr_swin: 7.65e-06, lr_bert: 7.65e-06, max memory: 28.01 GB
01/05/2024 14:57:52 - INFO - __main__ - global step: 2300, lr_swin: 7.52e-06, lr_bert: 7.52e-06, max memory: 28.01 GB
01/05/2024 14:58:15 - INFO - __main__ - global step: 2320, lr_swin: 7.39e-06, lr_bert: 7.39e-06, max memory: 28.01 GB
01/05/2024 14:58:38 - INFO - __main__ - global step: 2340, lr_swin: 7.26e-06, lr_bert: 7.26e-06, max memory: 28.01 GB
01/05/2024 14:59:01 - INFO - __main__ - global step: 2360, lr_swin: 7.13e-06, lr_bert: 7.13e-06, max memory: 28.01 GB
01/05/2024 14:59:24 - INFO - __main__ - global step: 2380, lr_swin: 7.00e-06, lr_bert: 7.00e-06, max memory: 28.01 GB
01/05/2024 14:59:47 - INFO - __main__ - global step: 2400, lr_swin: 6.87e-06, lr_bert: 6.87e-06, max memory: 28.01 GB
01/05/2024 14:59:57 - INFO - __main__ - global step: 2408, lr_swin: 6.82e-06, lr_bert: 6.82e-06, max memory: 28.01 GB
01/05/2024 15:00:19 - INFO - __main__ - Ep 14: 0.355039 0.903409 0.893651
01/05/2024 15:00:33 - INFO - __main__ - global step: 2420, lr_swin: 6.74e-06, lr_bert: 6.74e-06, max memory: 28.01 GB
01/05/2024 15:00:56 - INFO - __main__ - global step: 2440, lr_swin: 6.61e-06, lr_bert: 6.61e-06, max memory: 28.01 GB
01/05/2024 15:01:19 - INFO - __main__ - global step: 2460, lr_swin: 6.49e-06, lr_bert: 6.49e-06, max memory: 28.01 GB
01/05/2024 15:01:42 - INFO - __main__ - global step: 2480, lr_swin: 6.36e-06, lr_bert: 6.36e-06, max memory: 28.01 GB
01/05/2024 15:02:05 - INFO - __main__ - global step: 2500, lr_swin: 6.23e-06, lr_bert: 6.23e-06, max memory: 28.01 GB
01/05/2024 15:02:28 - INFO - __main__ - global step: 2520, lr_swin: 6.10e-06, lr_bert: 6.10e-06, max memory: 28.01 GB
01/05/2024 15:02:51 - INFO - __main__ - global step: 2540, lr_swin: 5.97e-06, lr_bert: 5.97e-06, max memory: 28.01 GB
01/05/2024 15:03:14 - INFO - __main__ - global step: 2560, lr_swin: 5.84e-06, lr_bert: 5.84e-06, max memory: 28.01 GB
01/05/2024 15:03:37 - INFO - __main__ - global step: 2580, lr_swin: 5.71e-06, lr_bert: 5.71e-06, max memory: 28.01 GB
01/05/2024 15:03:38 - INFO - __main__ - global step: 2580, lr_swin: 5.70e-06, lr_bert: 5.70e-06, max memory: 28.01 GB
01/05/2024 15:03:59 - INFO - __main__ - Ep 15: 0.331995 0.897727 0.886310
01/05/2024 15:04:23 - INFO - __main__ - global step: 2600, lr_swin: 5.58e-06, lr_bert: 5.58e-06, max memory: 28.01 GB
01/05/2024 15:04:46 - INFO - __main__ - global step: 2620, lr_swin: 5.45e-06, lr_bert: 5.45e-06, max memory: 28.01 GB
01/05/2024 15:05:08 - INFO - __main__ - global step: 2640, lr_swin: 5.32e-06, lr_bert: 5.32e-06, max memory: 28.01 GB
01/05/2024 15:05:31 - INFO - __main__ - global step: 2660, lr_swin: 5.19e-06, lr_bert: 5.19e-06, max memory: 28.01 GB
01/05/2024 15:05:54 - INFO - __main__ - global step: 2680, lr_swin: 5.06e-06, lr_bert: 5.06e-06, max memory: 28.01 GB
01/05/2024 15:06:17 - INFO - __main__ - global step: 2700, lr_swin: 4.94e-06, lr_bert: 4.94e-06, max memory: 28.01 GB
01/05/2024 15:06:40 - INFO - __main__ - global step: 2720, lr_swin: 4.81e-06, lr_bert: 4.81e-06, max memory: 28.01 GB
01/05/2024 15:07:03 - INFO - __main__ - global step: 2740, lr_swin: 4.68e-06, lr_bert: 4.68e-06, max memory: 28.01 GB
01/05/2024 15:07:18 - INFO - __main__ - global step: 2752, lr_swin: 4.59e-06, lr_bert: 4.59e-06, max memory: 28.01 GB
01/05/2024 15:07:39 - INFO - __main__ - Ep 16: 0.293167 0.902462 0.898214
01/05/2024 15:07:49 - INFO - __main__ - global step: 2760, lr_swin: 4.55e-06, lr_bert: 4.55e-06, max memory: 28.01 GB
01/05/2024 15:08:12 - INFO - __main__ - global step: 2780, lr_swin: 4.42e-06, lr_bert: 4.42e-06, max memory: 28.01 GB
01/05/2024 15:08:35 - INFO - __main__ - global step: 2800, lr_swin: 4.29e-06, lr_bert: 4.29e-06, max memory: 28.01 GB
01/05/2024 15:08:57 - INFO - __main__ - global step: 2820, lr_swin: 4.16e-06, lr_bert: 4.16e-06, max memory: 28.01 GB
01/05/2024 15:09:20 - INFO - __main__ - global step: 2840, lr_swin: 4.03e-06, lr_bert: 4.03e-06, max memory: 28.01 GB
01/05/2024 15:09:43 - INFO - __main__ - global step: 2860, lr_swin: 3.90e-06, lr_bert: 3.90e-06, max memory: 28.01 GB
01/05/2024 15:10:06 - INFO - __main__ - global step: 2880, lr_swin: 3.77e-06, lr_bert: 3.77e-06, max memory: 28.01 GB
01/05/2024 15:10:29 - INFO - __main__ - global step: 2900, lr_swin: 3.64e-06, lr_bert: 3.64e-06, max memory: 28.01 GB
01/05/2024 15:10:52 - INFO - __main__ - global step: 2920, lr_swin: 3.51e-06, lr_bert: 3.51e-06, max memory: 28.01 GB
01/05/2024 15:10:58 - INFO - __main__ - global step: 2924, lr_swin: 3.48e-06, lr_bert: 3.48e-06, max memory: 28.01 GB
01/05/2024 15:11:20 - INFO - __main__ - Ep 17: 0.290524 0.897727 0.896230
01/05/2024 15:11:38 - INFO - __main__ - global step: 2940, lr_swin: 3.39e-06, lr_bert: 3.39e-06, max memory: 28.01 GB
01/05/2024 15:12:01 - INFO - __main__ - global step: 2960, lr_swin: 3.26e-06, lr_bert: 3.26e-06, max memory: 28.01 GB
01/05/2024 15:12:24 - INFO - __main__ - global step: 2980, lr_swin: 3.13e-06, lr_bert: 3.13e-06, max memory: 28.01 GB
01/05/2024 15:12:47 - INFO - __main__ - global step: 3000, lr_swin: 3.00e-06, lr_bert: 3.00e-06, max memory: 28.01 GB
01/05/2024 15:13:10 - INFO - __main__ - global step: 3020, lr_swin: 2.87e-06, lr_bert: 2.87e-06, max memory: 28.01 GB
01/05/2024 15:13:33 - INFO - __main__ - global step: 3040, lr_swin: 2.74e-06, lr_bert: 2.74e-06, max memory: 28.01 GB
01/05/2024 15:13:56 - INFO - __main__ - global step: 3060, lr_swin: 2.61e-06, lr_bert: 2.61e-06, max memory: 28.01 GB
01/05/2024 15:14:19 - INFO - __main__ - global step: 3080, lr_swin: 2.48e-06, lr_bert: 2.48e-06, max memory: 28.01 GB
01/05/2024 15:14:38 - INFO - __main__ - global step: 3096, lr_swin: 2.37e-06, lr_bert: 2.37e-06, max memory: 28.01 GB
01/05/2024 15:15:00 - INFO - __main__ - Ep 18: 0.300365 0.893939 0.894246
01/05/2024 15:15:05 - INFO - __main__ - global step: 3100, lr_swin: 2.35e-06, lr_bert: 2.35e-06, max memory: 28.01 GB
01/05/2024 15:15:28 - INFO - __main__ - global step: 3120, lr_swin: 2.22e-06, lr_bert: 2.22e-06, max memory: 28.01 GB
01/05/2024 15:15:51 - INFO - __main__ - global step: 3140, lr_swin: 2.09e-06, lr_bert: 2.09e-06, max memory: 28.01 GB
01/05/2024 15:16:14 - INFO - __main__ - global step: 3160, lr_swin: 1.96e-06, lr_bert: 1.96e-06, max memory: 28.01 GB
01/05/2024 15:16:37 - INFO - __main__ - global step: 3180, lr_swin: 1.83e-06, lr_bert: 1.83e-06, max memory: 28.01 GB
01/05/2024 15:17:00 - INFO - __main__ - global step: 3200, lr_swin: 1.71e-06, lr_bert: 1.71e-06, max memory: 28.01 GB
01/05/2024 15:17:23 - INFO - __main__ - global step: 3220, lr_swin: 1.58e-06, lr_bert: 1.58e-06, max memory: 28.01 GB
01/05/2024 15:17:46 - INFO - __main__ - global step: 3240, lr_swin: 1.45e-06, lr_bert: 1.45e-06, max memory: 28.01 GB
01/05/2024 15:18:09 - INFO - __main__ - global step: 3260, lr_swin: 1.32e-06, lr_bert: 1.32e-06, max memory: 28.01 GB
01/05/2024 15:18:19 - INFO - __main__ - global step: 3268, lr_swin: 1.26e-06, lr_bert: 1.26e-06, max memory: 28.01 GB
01/05/2024 15:18:40 - INFO - __main__ - Ep 19: 0.266674 0.897727 0.895238
01/05/2024 15:18:54 - INFO - __main__ - global step: 3280, lr_swin: 1.19e-06, lr_bert: 1.19e-06, max memory: 28.01 GB
01/05/2024 15:19:17 - INFO - __main__ - global step: 3300, lr_swin: 1.06e-06, lr_bert: 1.06e-06, max memory: 28.01 GB
01/05/2024 15:19:40 - INFO - __main__ - global step: 3320, lr_swin: 9.30e-07, lr_bert: 9.30e-07, max memory: 28.01 GB
01/05/2024 15:20:03 - INFO - __main__ - global step: 3340, lr_swin: 8.01e-07, lr_bert: 8.01e-07, max memory: 28.01 GB
01/05/2024 15:20:26 - INFO - __main__ - global step: 3360, lr_swin: 6.72e-07, lr_bert: 6.72e-07, max memory: 28.01 GB
01/05/2024 15:20:49 - INFO - __main__ - global step: 3380, lr_swin: 5.43e-07, lr_bert: 5.43e-07, max memory: 28.01 GB
01/05/2024 15:21:12 - INFO - __main__ - global step: 3400, lr_swin: 4.13e-07, lr_bert: 4.13e-07, max memory: 28.01 GB
01/05/2024 15:21:34 - INFO - __main__ - global step: 3420, lr_swin: 2.84e-07, lr_bert: 2.84e-07, max memory: 28.01 GB
01/05/2024 15:21:57 - INFO - __main__ - global step: 3440, lr_swin: 1.55e-07, lr_bert: 1.55e-07, max memory: 28.01 GB
01/05/2024 15:21:58 - INFO - __main__ - global step: 3440, lr_swin: 1.49e-07, lr_bert: 1.49e-07, max memory: 28.01 GB
01/05/2024 15:22:20 - INFO - __main__ - Ep 20: 0.255786 0.897727 0.897222
01/05/2024 15:22:20 - INFO - __main__ - Best val @ ep 14, 0.903409
01/05/2024 15:22:20 - INFO - __main__ - Best test @ ep 12, 0.898611

fine-tuned ckpt: ep=12 / ep=14

[May2333]

Thanks for your reply! I'll try with more epochs!